From a302f070fde8c483c8aa8020680d2935ddd1e9f7 Mon Sep 17 00:00:00 2001 From: Niharika Karnik Date: Thu, 22 May 2025 10:01:38 -0700 Subject: [PATCH 1/7] adding code for distance constraints and upadting notebook examples --- examples/functional_constraints_class.ipynb | 282 +++++--- examples/simulation_constrained_sensing.ipynb | 139 +++- examples/spatially_constrained_qr.ipynb | 608 +++++++++++++++--- pysensors/optimizers/_gqr.py | 10 +- pysensors/utils/_constraints.py | 155 ++++- pysensors/utils/_norm_calc.py | 156 ++++- 6 files changed, 1135 insertions(+), 215 deletions(-) diff --git a/examples/functional_constraints_class.ipynb b/examples/functional_constraints_class.ipynb index e27137b..d624291 100644 --- a/examples/functional_constraints_class.ipynb +++ b/examples/functional_constraints_class.ipynb @@ -598,7 +598,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -611,16 +611,16 @@ ], "source": [ "circle.plot_constraint_on_data(plot_type='image') ##Plotting the constraint on the data\n", - "plt.plot(xTopUnc, yTopUnc,'*r')\n", - "plt.xlabel('x')\n", - "plt.ylabel('y')\n", - "plt.title('Unconstrained Sensors')\n", - "plt.xticks(np.arange(0,64,5),rotation=90)\n", - "plt.yticks(np.arange(0,64,5),rotation=90)\n", - "for ind,i in enumerate(range(len(xTopUnc))):\n", - " plt.annotate(f\"{str(ind)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", - " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))" + "# plt.plot(xTopUnc, yTopUnc,'*r')\n", + "# plt.xlabel('x')\n", + "# plt.ylabel('y')\n", + "# plt.title('Unconstrained Sensors')\n", + "# plt.xticks(np.arange(0,64,5),rotation=90)\n", + "# plt.yticks(np.arange(0,64,5),rotation=90)\n", + "# for ind,i in enumerate(range(len(xTopUnc))):\n", + "# plt.annotate(f\"{str(ind)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", + "# xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + "# arrowprops=dict(arrowstyle=\"->\", color='black'))" ] }, { @@ -637,7 +637,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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" ] @@ -841,7 +841,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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", 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", 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" ] @@ -1114,13 +1114,137 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Testing Ellipse: " + "### Testing Parabola" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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x8JtJHgE+w2AY5SbaqZ+qeqz79yjwBQZ/RFvZhx4FHq2q/d39zzMI9F7V30KA/zPw8u7o+1nAbzG4oHJrmrkI9DRcyDrJTJJzu9svYDCGv8AgyN/VPa2321BVH6qq7VU1y2Cf/1pVvYdG6k/ywiTnHL8NvBV4gEb2oap6Avh+kld2TW8GDtO3+id9sGDIAwqXA//CYAzzw5OuZ4h6/xY4Avwfg7/kVzEYv7wb+A7wj8B5k67zFPW/gcF/Db8FHOq+Lm9sG34J+Ga3DQ8AH+nafx64F3gY+BzwvEnXOsS2XALc1VL9XZ33dV8PHv/cNrYPXQjMd/vQF4EX961+l9JLUqNaGEKRJK3AAJekRhngktQoA1ySGmWAS1KjDHBJapQBLkmN+n8L6ObTFmPqAwAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "parabola = ps.utils._constraints.Parabola(h = 30, k = -20, a = 0.01, loc = 'out',data = X_train) #Plotting the constrained circle \n", + "parabola.draw_constraint() ###Plotting just the constraint" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# line1.plot_constraint_on_data(plot_type='contour_map', plot= (fig,ax)) ## Plotting the constraint on the data\n", + "parabola.plot_constraint_on_data(plot_type='image') ## Plotting the constraint on the data" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "const_idx_parabola, rank_parabola = parabola.get_constraint_indices(all_sensors=all_sensors_unconst, info = X_train)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "# Define the number of constrained sensors allowed (s)\n", + "n_const_sen_parabola = 0\n", + "\n", + "# Define the GQR optimizer for the exact_n sensor placement strategy\n", + "optimizer_parabola = ps.optimizers.GQR()\n", + "opt_parabola_kws={'idx_constrained': const_idx_parabola,\n", + " 'n_sensors':n_sensors,\n", + " 'n_const_sensors':n_const_sen_parabola,\n", + " 'all_sensors':all_sensors_unconst,\n", + " 'constraint_option':\"exact_n\"}\n", + "basis_parabola = ps.basis.SVD(n_basis_modes=n_sensors)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "# Initialize and fit the model\n", + "model_parabola = ps.SSPOR(basis = basis_parabola, optimizer = optimizer_parabola, n_sensors = n_sensors)\n", + "model_parabola.fit(X_train,**opt_parabola_kws)\n", + "\n", + "# sensor locations based on columns of the data matrix\n", + "top_sensors_parabola = model_parabola.get_selected_sensors()\n", + "\n", + "# # sensor locations based on pixels of the image\n", + "# xPara, yPara = ps.utils._constraints.get_coordinates_from_indices(top_sensors_parabola,df,Y_axis = 'Y (m)', X_axis = 'X (m)', Field = 'Temperature (K)' )\n", + "\n", + "# print('The list of sensors selected is: {}'.format(top_sensors_parabola))" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "parabola.plot_constraint_on_data(plot_type='image') ## Plotting the constraint on the data!\n", + "parabola.plot_selected_sensors(sensors = top_sensors_parabola, all_sensors=all_sensors_unconst)\n", + "parabola.annotate_sensors(sensors = top_sensors_parabola, all_sensors=all_sensors_unconst)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Testing Ellipse: " + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, "outputs": [], "source": [ "# ellipse = ps.utils._constraints.Ellipse(center_x = 20, center_y = 50, half_major_axis = 6, half_minor_axis = 4, loc = 'in',data = X_train) #Plotting the constrained circle \n", @@ -1129,14 +1253,14 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 38, "metadata": { "scrolled": true }, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -1148,18 +1272,18 @@ } ], "source": [ - "ellipse = ps.utils._constraints.Ellipse(center_x = 20, center_y = 5, width = 10, height = 50, angle=30,loc = 'in',data = X_train) #Plotting the constrained circle \n", + "ellipse = ps.utils._constraints.Ellipse(center_x = 20, center_y = 5, width = 13, height = 10, angle=30,loc = 'in',data = X_train) #Plotting the constrained circle \n", "ellipse.draw_constraint() ###Plotting just the constraint" ] }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 39, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -1172,7 +1296,7 @@ ], "source": [ "import matplotlib.patches as patches\n", - "c = patches.Ellipse((20, 5), width = 10, height = 50, angle=30, fill = False, color = 'r', lw = 2)\n", + "c = patches.Ellipse((20, 5), width = 13, height = 10, angle=30, fill = False, color = 'r', lw = 2)\n", "_,ax = plt.subplots()\n", "ax.add_patch(c)\n", "ax.autoscale_view()" @@ -1180,12 +1304,12 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 40, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1205,7 +1329,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 41, "metadata": {}, "outputs": [], "source": [ @@ -1214,7 +1338,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 42, "metadata": {}, "outputs": [], "source": [ @@ -1233,14 +1357,14 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 43, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "The list of sensors selected is: [4032 594 384 878 446 2772 340 1224 970 1673]\n" + "The list of sensors selected is: [4032 594 384 878 446 2772 340 660 463 79]\n" ] } ], @@ -1261,7 +1385,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 44, "metadata": {}, "outputs": [ { @@ -1335,21 +1459,21 @@ " \n", " \n", " 7\n", - " 1224.0\n", - " 8.0\n", - " 19.0\n", + " 660.0\n", + " 20.0\n", + " 10.0\n", " \n", " \n", " 8\n", - " 970.0\n", - " 10.0\n", + " 463.0\n", " 15.0\n", + " 7.0\n", " \n", " \n", " 9\n", - " 1673.0\n", - " 9.0\n", - " 26.0\n", + " 79.0\n", + " 15.0\n", + " 1.0\n", " \n", " \n", "\n", @@ -1364,12 +1488,12 @@ "4 446.0 62.0 6.0\n", "5 2772.0 20.0 43.0\n", "6 340.0 20.0 5.0\n", - "7 1224.0 8.0 19.0\n", - "8 970.0 10.0 15.0\n", - "9 1673.0 9.0 26.0" + "7 660.0 20.0 10.0\n", + "8 463.0 15.0 7.0\n", + "9 79.0 15.0 1.0" ] }, - "execution_count": 38, + "execution_count": 44, "metadata": {}, "output_type": "execute_result" } @@ -1381,12 +1505,12 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 45, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1412,7 +1536,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 46, "metadata": {}, "outputs": [ { @@ -1435,7 +1559,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 47, "metadata": {}, "outputs": [ { @@ -1457,14 +1581,14 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 48, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[594, 340, 343, 400, 469, 150, 274, 152, 465, 402, 597, 723, 722, 275, 852, 151, 342, 216, 212, 404, 788, 658, 88, 338, 592, 657, 406, 656, 336, 724, 403, 789, 916, 468, 721, 401, 786, 214, 660, 464, 339, 467, 532, 661, 595, 787, 215, 529, 466, 277, 530, 213, 659, 337, 851, 276, 534, 596, 405, 528, 279, 533, 725, 341, 470, 598, 531, 407, 278, 593]\n" + "[594, 340, 528, 151, 786, 401, 598, 533, 406, 212, 214, 725, 405, 788, 470, 657, 407, 341, 593, 277, 400, 215, 343, 532, 721, 534, 150, 336, 152, 661, 275, 276, 595, 658, 656, 404, 723, 724, 402, 592, 467, 597, 466, 337, 660, 787, 339, 216, 338, 852, 279, 469, 531, 465, 278, 464, 468, 213, 403, 342, 789, 530, 659, 722, 274, 88, 916, 851, 596, 529]\n" ] } ], @@ -1475,7 +1599,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 49, "metadata": {}, "outputs": [], "source": [ @@ -1494,7 +1618,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 50, "metadata": {}, "outputs": [ { @@ -1522,7 +1646,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 51, "metadata": {}, "outputs": [ { @@ -1630,7 +1754,7 @@ "9 468.0 20.0 7.0" ] }, - "execution_count": 45, + "execution_count": 51, "metadata": {}, "output_type": "execute_result" } @@ -1642,12 +1766,12 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 52, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1672,7 +1796,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 53, "metadata": {}, "outputs": [], "source": [ @@ -1681,7 +1805,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 54, "metadata": {}, "outputs": [ { @@ -1703,14 +1827,14 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 55, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[340, 343, 469, 150, 274, 152, 402, 597, 275, 151, 342, 216, 212, 404, 88, 338, 406, 336, 403, 789, 214, 339, 661, 215, 277, 213, 337, 276, 534, 405, 279, 533, 725, 341, 470, 598, 407, 278]\n" + "[340, 151, 598, 533, 406, 212, 214, 725, 405, 470, 407, 341, 277, 215, 343, 534, 150, 336, 152, 661, 275, 276, 404, 402, 597, 337, 339, 216, 338, 279, 469, 278, 213, 403, 342, 789, 274, 88]\n" ] } ], @@ -1721,7 +1845,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 56, "metadata": {}, "outputs": [ { @@ -1738,7 +1862,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 57, "metadata": {}, "outputs": [], "source": [ @@ -1757,7 +1881,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 58, "metadata": {}, "outputs": [ { @@ -1785,7 +1909,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 59, "metadata": {}, "outputs": [ { @@ -1893,7 +2017,7 @@ "9 212.0 20.0 3.0" ] }, - "execution_count": 53, + "execution_count": 59, "metadata": {}, "output_type": "execute_result" } @@ -1905,12 +2029,12 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 60, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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7Gvawa+ouwsHAnP1zYudE65s5c2Zx24u4smVaDdTbNnuON8Ksj506dSovTJ/OFeefz9d+9Ss2hcDLp5zC+mXLoLmZ8x59lDurq/nZypWcsm0bp7/8Mr0zZrDpzDM555xzWLduHf/+7//Ou9/97mKdXqqrGT091NbW0jNzpjvqq/ESPniTKrLinZd1cod+FvaZ7Zg+PRcdODBAdVcXgyFQt3Ur+4zHxBvpjpmH9jjdHtZTpGX2PAH6Xuxxug1s2rXYH32vDlvmeZEKlGW1kZCT8huT5k665bUZr9HY08jOuTvZO3Mvk3omcdLWN2Z25N7aWmYsX86b9u6l8dlneeacc6jt62NSTw+t8+dz2WOPcdJ991E1OEjb7NmcuXYtJz3/PB3TptFx7bV85StfYdmyZSW584aiur+f+q6uXEaaCouae/tdd/GmNWuo7etjZ0sLG089tSQ8OJGdsq7iWjNQQ/VgNTWDuf9n7J/BCdtPKKcI48L573sfr1ZVUbtuHVuWLKG7sZFFmzaxd948DkyfzqRDh6jr7SWIsPm001hzySVMnTqVa665hu9973tHxARYGg4eRKCiVPgC/3b11Xz1r/6K237/93lx2TIGnOmnCZ+ydnZB6Kvuo7uum/7qfqoGq6gZfOM/vEmTJnHbFVew4Lnn+H/+z//h/bfcQue0aTx09dUcamykrqeH5j17aNq3j+l79jClq4uqgQGWL1/O4sWL+fGPf+zW35jPJNqZzzNWaYSqKraecAJNBw+y8sknJ1qcNyxl7WmBwJJ9S5jePZ2dVTvpr+kfMuLH2uw6TNVLLDBVdQYb2qrtbS+5pZfUT5+nj6uuroaTT+ZPzz2X9vZ2rr/+elpbW3n11Vf5gxkzWHf55XRPnUrLiy/ScOgQLfv2Ma+tjcMzZvDRK6/kv3/5y2zatInTTjuNhx56iOXLlxfHJqr6+mjq7SXU1tI/cyZ11dVutGHMrrM26miWf7c2tbbLrZ2r2y42XmLr9OzOgYEB+g8fZsquXXSceGJJmb4X6/mYnZ+fYK9l70XbzZ5dbttRu9S0HHYsSL9nWdt+JDMEs1DWL3vdQB0tB1uo769nzv45zN87f/iT3kBccMEF7N+/n6effppDhw7x9NNP89J557Hp3HN54NAhHr/sMp55+9s51NiIhEDD/v2cuGMH//mKK/jOd75Dd3c3W7du5ZVXXinW2XDwIITAocbGilLhG7q6OPuFF6jr7UUGBzl182bOWb+ejYsXT7Rob1je+Dr0MURNTQ3vfve7ufPOO/noRz/Kvn2vzwF65plnePHFF7nmmmvomjaN2t5e5rS2Ut/RwVlLl7JixQp++MMfMmvWLPbs2VM8r+HgQQC6VDBRRSDCW9at4+oHHkBCYP/Uqdxz6aW8cPLJ8AZaf+BYorxqfAhFNShrzjK7r1UZG5Qyb9684rZVCbXqpFVJ6wbR6qenImu1tbOzk/b2du69915WrlzJypUr+dGPfkRPTw9dXV3U19dz5ZVX8sUvfpGVK1dyxhlnwOTJcPgw33r4YV7q6OA9H/gA//RP/0RjYyPd3d3U1tZS1ddHQ08PA9XVHFZRczp6yhvc02q2PU6rqp5p5LlBdRvYFUr0Hyyd69+q+/o52eW8/tc73lHcLq7S0td3ROKGWbNmFbdtmV7dRbebjV703Gv63uxqLjGzyXOJ6khPgNbW1uK2Vs9tHbp97DMr7HsmQlnV+OOZ5uZmLr/8cl566SXWr19Pd3c3dXV1xZd+8uTJfPCDH+TWW28tsd+ue8tbWHHqqfzN3/wN8+bN4/HHHy8ud9WQnxpbaSp8YnxInX0MmTt3LldccQUXXXQR/f39dHV1sWnTJgC++93v0tPTw/Lly/ne974H5L4KtdXVvOeCC/jCF77AvHnz6OvrY8eOHQBMyX8BKnUUPjG2pM4+xogIp556KjfccAOrV6+mpaWFw+Ew0948jR/e8UMuv/xyNm/eXMxKW1ADp0yZwjXXXMPnPvc5zjnnHCZ1dHDyk09S1d/PodTZE2NA2W32QmijF5JoieXcnmYGrbS7zVuvS5fFbB840i2XdUXQgk22atUq5syZw7r2dbw26zUWr1jM97//fX7v936Pr3/966z++Mehp4fPf/ObfPIzn6G2tpaFCxfyiU98ghMffpi5W7bQNXs2UldHTIm3YxN6LCTrzD9L1oSTB/ODh1Bqo0N81VL73OfMeT1k2j5PbX9re3uGWRRDJ3KwLteYu81za1m7V9vK9r2KJUD1cttb96AeT9HXts82ligDXr9vd3XhaEniqHmy4UkGGeQwh5nFLPb/1n62fGML922+jwsvvJB/uOsuPnfppTy3aRMDAwNUV1ez4u67mdLWRmNrK93NzczfsIGp27fTOX06a/LprhI5fvKTn3DJJZcckbUlMTTDqvEi8g0R2S0iz6nfZojIgyLycv7/6eMr5huTFd0rOImTqKGGOuqora7lnf/xnWz66SbOO+882g4e5OGXXqK5qYm9e/cC8Nw73sGOM84AoL+ujt4pU3ht2TLWXXbZRN7KMUl3dze33377RIvxhiHLl/1W4O+Ab6nfbgQeCiHcJCI35vc/neWCBTXFVTeMaq3VI+1KGUn+cK126/o8F6CtP+bmsmq8rv9Q/SE66jvoG+zjcNVhGqflvkJf/OIX+fgVV3DzXXcxpaGBnTt3MmvWLAbq6qg6fJianh5qu7tBBCZNgsbG4sPS92Lb0Us2EcOqnLFZWPY+vYQSscg4617TbrOWlpZoHUNFjF155ZXcdNNN/OxnP2PVqlWAv+yzl8xDy2XvJeuyS1lnD1pTYP7814PL9BqAnklik1dkUeOHlS6E8DPArkJ4JXBbfvs24Krh6qlUeqWXMw+fyVu738qZh8+kr7qPz372s9TX1/O3d97J3KlT2dXWxq5du4ovTuP+/Wxdtow1V17J+osuos6MHSRy1NXVcd1113H77bcfkf0lcSSjHY2fG0LYmd/eBcyNHSgiN4jIGhFZ46UFOl45vfd0Tuw7kYbQwIl9J7KydiV1dXX8wR/8AbU1NZyQH2x6+umnqevp4bSHHmL//PnsPukk2hYs4LXly9n4lrdM8F0cu5xwwglcfPHFfOc733EHJBNjMEAXQggiEm3lEMLNwM0Azc3NoaCK2NFE/YfAqlh6AEarKXa03FvNU9evz/PyntmJMMPliCug781G6LW2tnLHHXewYsUKrr7wQn759NO0zJzJsmXLmPHMMyx66il2LVnCluXL6SkkbhhBQE0sAstLgewtmeRNAonVB6UqqFY57Ui0VuPts4h5PGy03ooVK/j1r3/NT37yE1avXl30+lhV1xvp9kbc9bHeZB1PpfdMTu118LIX6TrsvRX2xyOCrlVEWvKVtwC7R1lPxVFVVcXq1av5+c9/zuMvvEBNVRVTurtZ/eyznP7UUxxuamLhyy+z4pFHWP3TzKthVzTV1dVcddVVPPLII+zbt499+/Zx6623TrRYxxyj7ew/Aq7Lb18H3DM24lQGS5cu5WMf+xgXvOlN7O7s5JVDh3i0qioXEivCQE0Nm970pjQCPwJmzZrFRRddxN13301DQwN79+5Nar0hi+vt+8CvgNNEZJuIXA/cBFwuIi8Db8/vJ0ZAVVUVF511Fn9/zTW8edkyamprmXLgALO3bqVmYCDndsuQVyyRU583bNjAypUrqampYc2aNdTV1R2h7lc6w9rs+QyxQzHiz46XN17blNbu0GXabrazh7QryP5V1xFeXpJDbQtZV1PMZrdjB15ue73UT1tfHzO7urj6rW9l0Y4d7N2+nZquLrbMmUNVZyeHDx9GRI6wE/W+tS+120+X2fb2Zs5ljcLzcq1r+1Xb716efmuv6vbWZXag98CBAzz22GPcf//9rFq1il/+8pc0NTWxdetWTlSJLmLPD4ZIRqLQ7l4vatNzFep32luSPLZslpU5VsdELf+UyMhb165lUm8vMw8coL25meaDB2nYtIlpe/bwKzXNMzE0NTU1vPe972Xr1q088cQT1NfXs3//ftra2ko6e6WTJsIcA6w56yy2zpvHYE0Nh6ZMoa+ujs2nncbat70N8L+uiddZtGgRH/nIR4oj8ps3b6aHHtZVr6OXynP7Wibsy25fYM+9pFVQrTqOZCVYbb95eca9fHdZXVLeUlaanp4e+vr66AiBqkOHkO5uqmpqqB4YoKuvj7beXujtpampKZpnzcqoXUjavPAiv0Yrv24PTz3XbWoj6Lx86jGV1JpX1jY/6aSTWLx4MYODgzx78FleanqJvo4+TuO06L3oNrDX1dezySumT389UjzmIrb79pnpd9ozazySGv8GoXpggKbubjYsWcLjZ53Fgj17mG7s6KGWZ07EWde8jq7qLg6FQ0zrm8amxk3sqNpBw0AD53WdN9HiTQipsx8DTO3qYtPChXQ3NXFg6lQOTJ1aEmiROvnIWd69nNfqXuOV2leoDbVUh2oW9SzihN43/joFoyXZ7McAdXkz5YAa9U0cHXWhjupQTW9VLx01HfRW9VIdqqkNtcOffJxS9i97wf72kkp6eLN6rM2nidmhdmbRggULits2eaG23bS7ygu9tGGNWv76+nom5escFKFD2b3a3rZ1aPdMg/kDEVty2ob+6vEN65aLJRLxZoNZW1xj5Y9dy3O96Uy9dqxGvzvaHXug6QAndp/IjMMzaKtvo72qnfaOduDI90iPGdk21WXWzRqz9e0ce32fVlOLhTVbGb2lpAtyeIO5SY0/RuiaPDkllRxjlnYsLW4v6FrgHFkZJDX+GOFgyraSGGeOmS+7p37Ecr9ZVUm7RWyUlVaJ9HmLzQojq1evHvJatg6df81GsS1d+voX5bnnnisp0ypob28vvfkFH/dWV5eoxV5iCK0G2mtrlTm2bLIts/XHIuis+qn3bf2xSDBvmrN1oWmVXLfNsmXLSo7T5ps1V7R5oZcHsy60QqYgOLI99LG2vbVc+jhr2nmRcRrPnPDcd1lcb+nLfgzQmVT4RBk4Zr7slcju5mbaGxoIGdMZJRJHQ9k7e0EV8XLEWbQ6o0dDdfQSlE5SsCqhVqv0KLtWuaF0NH7btm0lZbEspnaEVl+rsBprgd27X5/6v1+ZAhAfbdXnQGnOMtuOsZTZdrTcW/5puNxvBbTK6CVr8HL+6X094g65LDQFtLll72Xz5s3FbS9v28knn1zc3rhxY1QOK6NW8a2ZEJvk45mA3kQYvW2fi5cCPUuCk/RJSSQqhNTZE4kKIXX2RKJCKPvyTwV7yI30cfLGezaNXhbI2r86+k3b0daVopNLWHtYu4K0XW5t9q1btxa3rStELyutj4NS21DbpTaST1/PurJis/Y8l5Ftx5j7xlsqy55jXYwFrD2sXZh2fEOPTeg2sPes00hbd5Vu0/Xr1xPDnqfR92KXuYot3eS5zeyz0O+0tyyzZ/dnIX3ZE4kKIXX2RKJCmDA13nNN2OQEuizmQoNS1cnWsWvXrhI5CliVsLW1tbhtJ3DoSC2tLls5dP3WBahVU7saqXY9eXn0tfvHWw3XXQrIyXsfc6lZOWJLK0GpqqrvRavV4K+8q5+hvk8bnablss9d16mXVrImg5djX8tor63P09dqbm4uOS72Dlu06u7lsfNy6MVIX/ZEokJInT2RqBBSZ08kKoSy2+wFm8pLgGjtj1hiQ2vjadvKs9003jLEnm2lZzjZ8E3tXrLuE+0msjJpOzKW/x382WZ6X9dh7XKvTOO5OvW1vFzr2lUYew5WJih1g3qJIZYsWVLc3rBhQ0mZHnfR1z5oQpX1+2jl0GM11hbX75weg7HvhDfrLTaz0LozYwlPs5K+7IlEhZBl+adFIvKIiLwgIs+LyCfzv88QkQdF5OX8/9OHqyuRSEwcWdT4fuBPQwhPi0gTsFZEHgQ+CjwUQrhJRG4EbgQ+PVxlBVXEut606mvLtPqiVUkvd5pNTqDVNK3aeUtHe3m79XleNKCN5PNmlMWubU0eT53TKqhuK+ti9GYZxtxtI3G96X2r+mq02WSfmb4X7Taz7kytSusloCG+BJZtD31vduacfhYLFy4sKdNuV50cwzN5vPfFc53q8+ySXbHcjpphv+whhJ0hhKfz2x3AemABcCVwW/6w24CrhqsrkUhMHCMaoBORJcA5wBPA3BDCznzRLmBu5JwbgBvAH/BKJBLjS+YBOhFpBO4E/jiEUDKUGXL6xZC6SQjh5hDCqhDCKm8kNpFIjC+ZvuwiUkuuo383hPAv+Z9bRaQlhLBTRFqA3fEacoQQinaHtS20PWLdYTH3ibU7tY1n7R1td2lXkLVDdf3aBrN16mtZu1y7TKw2o205e5+x8+zYgec208dmdWdaGzLm/rFt6uWDj9nA9pxYRhsrf1asWy42u89L4mnrmD17dnHbvi82VDpWv8Zrb9fmdhKIFtrOGw/IMhovwC3A+hDCl1TRj4Dr8tvXAfcMV1cikZg4snzZLwB+F/iNiKzL//bnwE3A7SJyPbAF+MC4SJhIJMaEYTt7COEXQCwZ9WUjvWBBTfFm7VhVREcjefnOtZqmk0/aY/WsMW+JHauyxZJBeIkhbB1aTfNyqHvLImms6quP1dceiatT4+Uhz5ocUddh1XgvUlC7l7w29WaU6WN1mU0uodvAut48N2ts+Scvoapt79iST/bZxtoUsi3vnCLoEokKIXX2RKJCmLBFIrwgf6umaTXKG63UdVo1Xo+w6lxynqpky2Kj5fZePBl1macS6pF6T8326td40YbWlPFWHNV4I78xM8fm+tfyWhVct79uDy9q0PPC6G17X/ra1kvimRAa7zlpk8Sab9q0yZpbzh5XeBZHNRqfSCSOD1JnTyQqhNTZE4kKYcJsdmtbaLvIW79M2zfezCJrk2l3it723F9eIsasCR+8KD/P9tRy2XvxZqLFZsR5Mwm9e/FswNGcZ11vOjrN2sraRarv04t+81ydGi8Hvldm8d65mIyWmK3vJXjx5IiRvuyJRIWQOnsiUSGUVY0XkaJKZFUxrbJZt5mebKDdOCNZAieW39tGUml1KEtU0nDXsiqa53qL5Y+zEzO0KmzVw1h+Oi+CzpuY4amH3mSarBGAWkW2edti0W+2vqy58rNG4XnLT4828YS3/FPMpPLq8NylMdKXPZGoEFJnTyQqhNTZE4kKYcJsdutm0TaUtVG1vaaP82b+eGvJabvIc2dYl0tsxprnovNmONnz9H7MXrVlVsbYeIGXLMTDcxnFrmvr9+xQjS2LPXcvyUXWcGrPHvbCn71n7Y2RZA15zromgHdejPRlTyQqhNTZE4kK4ZiJoNPuCJvTLaZiWReGl6MrqxxeTjRtJnhL5Hqqqoc+T7eBbQ9vKSEv+YFmNHnP7H1ljeTLmu/OqyOrCu6ZK1ndZiNR47UZpc/z3I2e2yxrRF5siWz3nGhJIpE4rkidPZGoEMq+imtskr2OnvLyg2lVz05i8dQ5rW55ql0sis1ez1MrvSi52GQXe6z2SHjpkUc76qvxEonoMm9CiFXBY+qkN6nHmwCVNUrO3n9MDi/iz57jjdTHZPHeCavia1k8s8mbvJTFdExf9kSiQkidPZGoEFJnTyQqhAlzvVmbQ9ulNsGBnhGnGUnyv1h0k2ezW9tKy+zZzV5ueG2z2/r1uIVuDzuG4dnOsaWbRht95dmC3vhGLHGGfbYx15V3bW8pq6zyZk0KCqNLFjKSxCf6HdHvgDf+4kV3xkhf9kSiQsiy1lu9iDwpIs+IyPMi8pf535eKyBMislFE/llE0nrMicQxTBY1vge4NITQmV/N9Rci8q/AnwBfDiH8QES+BlwP/ONwlcVUE52LLOvqnSNRxbxoMo2Wz54Tyy1n1XE9yceqWzoRR0dHR0mZnvih1V2r+mZVK2NLQdkyL6pNq8We2ZR1pVm9gi6Utoed8BNzkY42z72HF8nnRWZ6LrWs9cfyL3rutViCjaOKoAs5OvO7tfl/AbgUuCP/+23AVcPVlUgkJo5MNruIVOdXcN0NPAhsAtpDCIU/ZduABZFzbxCRNSKyJuvXNZFIjD2ZOnsIYSCEsAJYCJwHnJ71AiGEm0MIq0IIq+zElUQiUT5G5HoLIbSLyCPA+UCziNTkv+4Lge0Zzi/aNc3NzSVl2l6zdl3MNre/e2t5xUJpR7L0bUwzsfJqV+G8efNKynQyTeuWiy0JbW08L3d+7N68WYaW2MxCLwTUjivEXG+dnZ0lx+k10KZOnVpSZpdOLpB1RqM9NqtrzEs46b0vuk7bvp4bLRaO683u82Y7Rq8z3AEiMltEmvPbk4HLgfXAI8C1+cOuA+4Z9mqJRGLCyPJlbwFuE5Fqcn8cbg8h3CsiLwA/EJHPA78GbhlHOROJxFEybGcPITwLnDPE76+Qs99HREHdsGq8xouQ8qLfskbGaaza7s2ci7my9BLQUKqaWvXWkzG2BJGtQ5s81l2lZdRlNgpRy+/J4eX80+dZtTVmQui2Adi7d29xu6urq6RMvyNapfdMNO+dyMpIlrzyZjh652liLjXvHfbWC4heZ9gjEonEcUHq7IlEhTBhqaR15BRkn8DgLa2UNU1z1pS/tg6tgmq11arI3uitHrn3km94v2s1245Yx0bBs44ig5+qWqPb0Yuu0+3jTS6yI/XanNP3ac0a/Sy81NqjxRvFj0X5eRODrIxZcyfq9yUWbeidn77siUSFkDp7IlEhpM6eSFQIZbXZq6qqivaWtTXtclAxtA1mbV7PVrZyFPBsMM/u0mVWdm2TeUkrPXsya1JMSywZhJfo0UsW6UXaeWMCscSadnzDSwJy8ODBIbftu5PVnvfGhfRx1j3ovUtZc75nHd+IJVeFUvnt2EeWUPT0ZU8kKoTU2ROJCqHsrreCy8C6H7TaZ9U5rZppldlbjihrhJH93XO9aVVJy2Ejv7Rc3sQPe57OP6YnzNiJNt5kCS2jl/dMn5d1lVjPJLFqpb43naTDqpt6aSv73Nva2orbe/bsKW5bU0C3m1Xx9bujy+y1dJ4/ey9eDr2sySv0fXsrDHvu46wu0Rjpy55IVAipsycSFULq7IlEhVB211vBRvOSBlqXg7Z3tP1n7SdtU3rujax5xr0kBp7rTbNr165onXa2nK5ThxN7ySKtm0gf6y3tHEueCfFEIvY+9b4dV9A2u7Y9W1paSo7T92JdqbH8+3qmnC2z9+LZ0TF5R/JuxuT1koVknZnnuUu9saYY6cueSFQIqbMnEhXChLnevJlcWZc3si6YmNsJ4hFpnqpkiUXvWRVKy29Vde2K8/LNa5eUVfv0cXZpqFjEmJVRq//eDEF9nHW9eUsZ68QT06dPL25bN58XnabvTddhTRftlrPEcvKNJPnpaJaXsu+wZ07oZxNLHOKdM5xcxWOGPSKRSBwXpM6eSFQIZVXjdSppi1bvrAqkVWatitnRW60y61VQbZ1ZJyV4qpjetiqVtwKrVjnb29tLynQkmPY0WBlnzJhR3LYqrb6ebisbybd///7ithddp+uwKrheskubHQCzZs0asj5L7LnYMt0eNuW0Nues2RS7tpcb0Iu+9EbBvbx+XjSjPlbLZa+lz/PSTMdIX/ZEokJInT2RqBBSZ08kKoSyu94KdoiNxvKSBmqbRtuNtg7tGvIST2jbynMFea4xbStbebXtbV08ukzbzRAfc/Byw9v71Pv6OGuza5lnzpxZUqbdXFpeO/6gy7wIvayJOLyljHWZvq6V17pjddILjeea9exfb9ko3fa2fvsMY3hJJTW2HbNECqYveyJRIWTu7Pllm38tIvfm95eKyBMislFE/llEsv3pSiQSE8JI1PhPklvQseD3+N/Al0MIPxCRrwHXA//oVRBCKLoqPFXJurJiq2NaFVmrcNa1otEqljUFvGWGtKqk5bfX0nVYGbUqbN1Vun6t4lsVTav7Vj3XSS/0ZBqrgmu3md62x+r7tPei1WzrAtRkzYtu2zu2jJZVpbX6PGfOnJIy7er0Ep9kXcrKiyLMGpmZtQ5vyagsyz1ZMn3ZRWQh8B7g/+b3BbgUuCN/yG3AVSO+eiKRKBtZ1fivAH8GFP7UzATa82uzA2wDFgx1oojcICJrRGSN99c/kUiML1nWZ38vsDuEsHY0Fwgh3BxCWBVCWOWp1olEYnzJYrNfAFwhIu8G6snZ7F8FmkWkJv91XwhsH64iESnaLl5SSWujxmYr2eSC2ma3obTaZsqatNLabjG7zobmarms+0Tbw3bZaitzAdse2uazriV9bW2/6vBVKHVXeWuPZU3WkHU2mBeKau15Xae3vp27vpmqo7W1tbht29pbStub3affA+/d8RJg6Oerx3G8sYPRMOyXPYTwmRDCwhDCEuCDwMMhhI8AjwDX5g+7DrjnqCRJJBLjytH42T8N/ImIbCRnw98yNiIlEonxYEQRdCGER4FH89uvAOeN9IJZ8rdbl4NWhbVK5bkwrOobU029XOhegoOs+d3s/eoZW54LyXPt6Qgya0Jo9VyrhN7y01bG2MwrL3eap557Kn7WXHixui3ezDktx+7du0uO021v20q3hzV59LH6OE+NH21befedJY98iqBLJCqE1NkTiQqhrBNhNJ4Ka0dbtWoTi6qy+za1sVYX9Si1VeN1RJpVK2NqlFW9dFpiG6HnjXTHViO1o/Y6eYVtq9jkkazpi6HUlMmakMGqkTETyJpXXsRYrMybjGIjBWOmnZV33759URl1G2Q1Sexx2iTxklJ4q856npFYbkdN+rInEhVC6uyJRIWQOnsiUSFMWN54a8tmzR+uj/OSHG7durWkTEfXabtI279QaivrpaYgHgVlo7H0kk927EDbblZ+PUtNt4+X833u3LklZbGILltHbElle54388pzScVsdi+5pZfYIqu7zYt69NyZCxa8PrXDS/Thuc28ZJExF6Anv9emnv0eI33ZE4kKIXX2RKJCKLvrraDeeIkKvEksXs4yrcbbXGTataJVa5uDXNfh5SnT7hmtEkOpymwnqujzbPRbLEGDrV8nZLD1a1NA12HVeG1C2HaMXduqvjp3nZ2+rNtKuwc915tVb2MrvNpnq5k/f37Jfiya0T5bfW2dAARKTS/bjrGlmyy6fnuful29SVTe0lAFF7I7KShakkgkjitSZ08kKoTU2ROJCmHCwmUt2k70cqHrGV/WptFl1qWmbVu9xpqeJQalNq+tI5Z40LqTvNzferaVdcvp8QNtn9k86dqOPv3000vKtD2obXtr5+okk7YNtD24YcOG4vbChQtLjtPjG3bsQCfF1Neytv3OnTuL2zb0V7fPa6+9Vty29+I9dz0uop9T1nXloHR8w1uPwEtQ4c1si4VJ2zEAbzZlocxzUaYveyJRIaTOnkhUCGWPoIu5J2IzrSA+i8yqfZ4Ko1UxrWJalVCr8dYFE1sayqqEWrWzrj2t1mvV1J6n782qplp91pFfUHqf8+bNK25rlR78/HT2vgtYdV+73mwUnpZfz9qzkZM6P751Rep3Ql/75JNPLjmupaWluG3bSqvWWkb73PWzte+Vl8REP3t9Lauqe2q8rt9bqtt7v5Man0gkiqTOnkhUCGVX42OppL0JEVr1j62kCqUTGLylm/S2HUXWaqBV37Q6qlVMGxWm9738bjbRwpYtW4rbK1euLG5bFXzx4sVDygHxVVet2uqN7OpnYVV8jTY7rHmmr+dFoOky653QbXXKKacUt+0ST9r0sqqvbh9vMoqWy47Ge5FxWdNpa+x7FVvSzN6Ll+46y8SY9GVPJCqE1NkTiQohdfZEokIoewRdwa7xlrT1Ehxo+8naq3rfRjpptF2ro+mg1D1jEz3q87RM1mWkxwGsHNqtYxNP6Hq0/ardU1Bq59pra7tOy2tnznmuID0Wos+zz0WXWVvcjoUMdV0ofZ7e8tb6XqxN7S3PpNtKX8sbZxlJ9Jsu85KFaOx9Zl3SOmsyjxjpy55IVAiZvuwi8irQAQwA/SGEVSIyA/hnYAnwKvCBEML+WB2JRGJiGYka/7YQwl61fyPwUAjhJhG5Mb//6eEqKagsVh3SKqJVo2IuDU+lsu4SreJ7k27a2tqK29btpFVmrUpaObQrSOejs1hVT0fbabmsqq5VfC0vlKrguh111KA9z5orsfb2IhttO9rJOwW8payseqvLvLzxGit7zG1r8/95y2F5KnPM/ei5lrPmj8u6bgH46n9RhkxXHZorgdvy27cBVx1FXYlEYpzJ2tkD8ICIrBWRG/K/zQ0hFOYn7gLmDnWiiNwgImtEZI2Ni04kEuUjqxp/YQhhu4jMAR4UkQ26MIQQRGRIPSKEcDNwM8Ds2bOH1zUSicS4kKmzhxC25//fLSJ3kVuquVVEWkIIO0WkBdjtVnJknSX7WZej9dwbns0UO8/KoV1G1uWlbVttT3rhpnYGla7TC4f0lmXOuuS01qS89dGs+1G3o972ZoPZ2WYxt5kXxuyt/6fvS4+JWBmzLnnszTyzeIk7Y++cV78no+de02WxmZZHlXBSRBpEpKmwDfw28BzwI+C6/GHXAfcMV1cikZg4snzZ5wJ35f/K1ADfCyHcJyJPAbeLyPXAFuAD4ydmIpE4Wobt7CGEV4DlQ/y+D7hsJBcTkajrTZM1Sslz0dkIKR1JpdVDq/ZoddGqt3oml1ZNrVqpVXXrgtL5660KHrtP6ybS92JVX13mqYSe+0eXeWq8l2BDmx76WdiZbboN7DOLmUN2tmBWl5S+l5EsQ6XVc0+19swEL8pP482Y1DLHylLe+EQikTp7IlEppM6eSFQIZZ31FkIo2hZZbUYotZm0C8PaJ9r+81wpuj47c06Hc+7du7ekTOc/1244LwTU2oba9rShrjGb3dq53vpoug10fZ4tZ9s7lrvc5sCPjYNA6XiHziDkyWFDnHVb6Ta1tr0mayiqPS62jh/44bkxO9obT7L1eS672HG2HQsyJ5s9kUikzp5IVAplT15RUDM8dSPrrCMvcs1T0zxVT6tKNlpqx44dxW3tarKuN88Fo4+1rr1YTnxramhs/fo+tSnjuXHss4ipkrY9siYL8dRgbQpYl5p2OWqZbHt40WmxqDNr5sXyv9s67b3EXG9ee3syeu+fV1ZoEy9pRvqyJxIVQursiUSFUPa88QUVxlPtPLUya74uq6rHkgxYOfTIsY0K02V6NVY7Gu8l4tBLK9lra7Xei9rS+1YdjeV0syPdXnRdTI236rNnGsXk8PLM2XaMmW9eDjpLzCPhRbhZsr5nWfPH2eceM6k8r0As/+LYjMaLzEDkLkS6ENmCyIczn5tIJCackXzZ/x7oJTcxZgXwE0SeIYTnx0OwRCIxtmT7suemtl4DfJYQOgnhF+SmuP7uOMqWSCTGkKxf9lOBfkJ4Sf32DPBbI7mYjqDz1tqyxFwannvNEnN9eLa9jVzT9qWOrrPLMmtby7qkdOSdtw6c58rSMtuoNu2y0/dpZ855biJN1pzs3vpo+jgrh+cGjT1Pz3Vl0fXrpJL2HM/15l075pbzovw89HO3tr2XFDOLSzurzd4I2Kz/B4CmIY5NJBLHIFk7eycw1fw2lVwu+UQi8QYgqxr/ElCDyCmE8HL+t+XAqAfnvCVnrfqiy7R6NJIEGLEye5y3vLCOcNMy2QktXnIJfd9WpY1N8nFVMyO/njDiuca0um/LtBzWTNDoMm/ikVeHN1kn9gyz5EgfCu8d89xyWkb7TsRcyPY4T2Z9bCzvnq0jlsDDNcmiJaVX6QL+BfgfiDQgcgG5vPHfznR+IpGYcEYSQfdxYDK5LLLfB/5LcrslEm8csvvZQ2gjrfqSSLxhKfustwKjdU1kdRNZW0q7gjx72HM1aXtKb+vQWYA5c+YUtz1b1oawxu7NHmf3NbGEhd66Yd4aa9qlZm17vT8WSxl7brgsyRaHKos9z1je9eHw8sZ7bjNdZuuI5c63MuoknnYtgcKxXhumiTCJRIWQOnsiUSFMWPIK73fPLZJ1tpY1E7LOTvLy0usIJj1DzR6nI++s28mLAIwtOe3NKPMiAL2ECZ57Lab62uO8NvWeRayOrEsjW7x3QqvP+vl5M8o8t5mXP05v62tBqRvNXlvLqE0o65rVkZqxZ+a6nKMlI0REVorI7eI9sUQiMWFk6uwi0iwid4jIBhFZLyLni8gMEXlQRF4WkQfJLQF1AjkXXSKROMbIqsZ/FbgvhHCtiNQBU4A/Bx4KIdwkIjcCnyI3C+6XIvJvIYQXh6ootkxN1px0WVe5zJqS16pDXv2xEWwv0smuSa+TV9hRda3OeSPueoTcjqTHFKusUWzgTxSKneetzhpbgsmeZ59ZLFrSU8E9FdkbEfdGwfWxtn79fGMr6No6vRF9Pcpuo+T0M4x5aI4qgk5EpgEXA7fkhe4NIbSTi6C7LX/YbcBVITcr7nPAt0Rkwtx6iUTiSLKo8UuBPcA3ReTXIvJ/80s3zw0h7Mwfs4tcUguAfwDayX35EZEbRGSNiKyxU0YTiUT5yNLZa4BzgX8MIZwDdAE36gNCTkcJavs/AZ8QkVUhhJuBy4HL7YqmiUSifGRRtbcB20IIT+T37yDX2VtFpCWEsFNEWsjFzAMQQtguIp8Evi0i55Lr/HN08gpveV5rd2iNQNsqnt3l2S66Di+Jhmevavtp5syZJWXTp08vbnd0lM4C1nadXQI5Zqd74w9ehF5s6WVbpzdu4Y2DjHXiCe956m2b2EOXWVtZu8A8u1y/L9Ztps+zZfo99pKWeC5MndBEfxDt+2EThGgK7XpUNnsIYRewVUROy/90GfACubRU1+V/uw64x5z3A2AdcBPwGnDKcNdKJBLjR9ZBtD8CvpsfiX8F+Bi5PxS3i8j15NxuHygcLCLLyM13/yPg1+T+OKTOnkhMIJk6ewhhHbBqiKLLIqf0kOvonyaXlfa/ATNDCEX1yZuYYVV8rYLGXDpQqiJ6Ey68iKiskza0qr548eKSMq3W20ky+/btK257y0ZpbHtoVdKqxbGc+N5EFatyxkwqL7LRos2L2EQPW+ZNcNHquede6+7uLinTZpPn5vOSRuj2tm0Vc9Xa4/T7YiPj9L5+flknfWVlXNxjIYRNkktw8X5yanwA6rLOLEokEmPPuE2ECTnuBJYBXwbCwMAAfdLHhsYN9Ek8e2oikRh7xn3WWwihL4TwZaCurq6OnfU72TZlG61TWsf70olEQlG2KLcQQqifV8/LDS/T1NPEq9NeZUfTDqb0T+HstrMzJ7Pw7O3RzMHJOsPOsnTp0uK2tdm9JAk7d+4sbnd1dZWU6fBIz43orQcWWwvPC0/2yrIub21ljLn9bGCV5w6LhZ/asZSDB1/Pcm5tdn1sLIGJrd/a7J75qe9Tj1PY5BLapWbjTbIm7jxayhrSWjtYS02ooTbUUh2qaeluYX7X/HKKkEhULOVNXhGgt6qXzppO+qr6qA7V1Ibx+0uWSCReR0abg3tUF6uRg9TRSg/1TOIwQjXdtA1/5rgwC9g77FHjT5KjlCRHKSOV44QQwuyhCsra2YsXFVkTQhjKb19RMiQ5khzllCPloEskKoTU2ROJCmGiOvvNE3RdzbEgAyQ5LEmOUsZMjgmx2ROJRPlJanwiUSGkzp5IVAhl7ewi8k4ReVFENuYz0pbrut8Qkd0i8pz6rSQVtohM9+oYIzkWicgjIvKCiDyfz+ZTdllEpF5EnhSRZ/Jy/GX+96Ui8kT++fxzPn/BuCMi1fn8hvdOlBwi8qqI/EZE1onImvxvE/GODJu2fbRylK2zi0g1ubnt7yI3E+5D+SQX5eBW4J3mtxvJpcI+BXgIk1dvnOgH/jSEsAx4C7k8fcsmQJYe4NIQwnJgBfBOEXkL8L+BL4cQTgb2A9ePsxwFPgmsV/sTJcfbQggrlF97It6RQtr208klgFk/ZnIUEkqM9z/gfOB+tf8Z4DNlvP4S4Dm1/yLQkt9uAV4slyxKhnvIJeOcMFnIrQHwNPBmcpFaNUM9r3G8/sL8C3wpcC8gEyTHq8As81tZnwswDdhMfuB8rOUopxq/ANiq9rflf5soYqmwy4KILAHOAZ6YCFnyqvM6colCHwQ2Ae0hhMI0unI9n68AfwYUppbNnCA5AvCAiKwVkRvyv5X7uYw0bfuISAN0lKbCLgci0gjcCfxxCOGgLiuXLCGEgRDCCnJf1vOA08f7mhYReS+wO4SwttzXHoILQwjnkjMzPyEiF+vCMj2XEaVtHynl7OzbgUVqf2H+t4miNZ8CG5sKezwRkVpyHf27IYR/mUhZAEJudZ9HyKnLzWoln3I8nwuAK0TkVeAH5FT5r06AHIQQtuf/3w3cRe4PYLmfy1Bp288dKznK2dmfAk7Jj7TWAR8kl456onBTYY8HksvwcAuwPoTwpYmSRURmi0hzfnsyuXGD9eQ6/bXlkiOE8JkQwsIQwhJy78PDIYSPlFsOEWkQkabCNvDbwHOU+bmEUaZtH8kFyvYPeDfwEjn78L+W8brfB3YCfeT+el5PzjZ8CHgZ+DdgRhnkuJCcCvYsuZz66/JtUlZZgLPJpfh+ltxL/d/zv58IPAlsBH4ITCrjM7oEuHci5Mhf75n8v+cL7+YEvSMrgDX5Z3M3MH2s5EjhsolEhZAG6BKJCiF19kSiQkidPZGoEFJnTyQqhNTZE4kKIXX2RKJCSJ09kagQ/n/Qym1krmMfFAAAAABJRU5ErkJggg==", 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" ] @@ -1935,7 +2059,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 61, "metadata": {}, "outputs": [ { @@ -1960,7 +2084,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 62, "metadata": {}, "outputs": [], "source": [ @@ -1979,7 +2103,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 63, "metadata": {}, "outputs": [ { @@ -2007,7 +2131,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 64, "metadata": {}, "outputs": [ { @@ -2115,7 +2239,7 @@ "9 2658.0 34.0 41.0" ] }, - "execution_count": 59, + "execution_count": 64, "metadata": {}, "output_type": "execute_result" } @@ -2127,12 +2251,12 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 65, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -2160,7 +2284,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 66, "metadata": {}, "outputs": [ { @@ -2185,7 +2309,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 67, "metadata": {}, "outputs": [], "source": [ @@ -2204,7 +2328,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 68, "metadata": {}, "outputs": [ { @@ -2232,7 +2356,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 69, "metadata": {}, "outputs": [ { @@ -2340,7 +2464,7 @@ "9 2398.0 30.0 37.0" ] }, - "execution_count": 64, + "execution_count": 69, "metadata": {}, "output_type": "execute_result" } @@ -2352,12 +2476,12 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 70, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -2379,7 +2503,7 @@ ], "metadata": { "kernelspec": { - "display_name": "venv", + "display_name": "base", "language": "python", "name": "python3" }, @@ -2393,7 +2517,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.3" + "version": "3.9.7" } }, "nbformat": 4, diff --git a/examples/simulation_constrained_sensing.ipynb b/examples/simulation_constrained_sensing.ipynb index f166a64..6c17a31 100644 --- a/examples/simulation_constrained_sensing.ipynb +++ b/examples/simulation_constrained_sensing.ipynb @@ -905,7 +905,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -918,7 +918,7 @@ ], "source": [ "circle.plot_constraint_on_data(plot_type='contour_map')\n", - "circle.plot_selected_sensors(sensors = top_sensors_exact, all_sensors=all_sensors)\n", + "# circle.plot_selected_sensors(sensors = top_sensors_exact, all_sensors=all_sensors)\n", "circle.annotate_sensors(sensors = top_sensors_exact, all_sensors=all_sensors)" ] }, @@ -947,7 +947,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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", 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", "text/plain": [ "
" ] @@ -1165,7 +1165,7 @@ } ], "source": [ - "user_const_instance.plot_constraint_on_data(plot_type='contour_map') \n", + "user_const_instance.plot_constraint_on_data(plot_type='contour_map')\n", "user_const_instance.plot_selected_sensors(sensors = top_sensors_user, all_sensors=all_sensors)\n", "user_const_instance.annotate_sensors(sensors = top_sensors_user, all_sensors=all_sensors)" ] @@ -1344,7 +1344,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "The list of sensors selected is: [31414 30106 19000 36479 35723 2620 21714 16890]\n" + "The list of sensors selected is: [31414 30106 19000 36479 35723 2620 21714 16921]\n" ] } ], @@ -1438,9 +1438,9 @@ " \n", " \n", " 7\n", - " 16890.0\n", - " 0.000154\n", - " 0.061574\n", + " 16921.0\n", + " 0.000000\n", + " 0.061600\n", " \n", " \n", "\n", @@ -1455,7 +1455,7 @@ "4 35723.0 0.006281 -0.377601\n", "5 2620.0 0.000124 -0.009141\n", "6 21714.0 0.004854 0.200180\n", - "7 16890.0 0.000154 0.061574" + "7 16921.0 0.000000 0.061600" ] }, "execution_count": 31, @@ -1482,7 +1482,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1513,7 +1513,7 @@ "outputs": [ { "data": { - "image/png": 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OgwLVqg4WjE9WcLvsSVfTDJIZDUO3EATIFzRCQQXThInJCo2aCVhoDRh5WsbjkRCAXL5OLl/HMEGSYHyySqFkP5vZZA2PU0KRoFyFm/eKqKqAYVqUyjrZnIFpQKWmk1BURAF0A56MVbAEkGWBXF6nVtfsc2xYFMuG/TkdMjmdRgNMCxQVkqkGpgWGBk9GSiAAAqQzBsVSAUkEWRJ4MlqxQxmi/V0ul4QoQCZTJ19ooGn2eEynG0RC9maqUDS4cjOHAMiKyOPRMqWKhcsloOkGjYb9bAtlCyFZQzftrx8dr+B22eGaRt1garqGbtjnXK3q5IoGpgnFso5ggdctUa3qjE7UECz7c7OpGpGQAxGoaQbDoxX0uXN8PFLC6xGxLBAsgSfjZUwTajWLJ2MVtIaOIEC50uD67QaCBZYJ49NVdN1CVQVGn1ao10GSIVcwuHe/hCja93hkvI6i2NciiSJTMxVMC3TNZHyyimWCqgh88WWKQtGes9PZBldu51AUAU2zz0PXQZShWNaYnK5iWYBlcu9hkULZRBJhNlVFlkUMA1LpBuFQA9Owz+P85RTFsv08Gw2NB491DBNKFYt7Dws0GgaiCKlMjc/PVu37WzcpFGs07CmAC9eyTUMLoNYATTcYGSvzcLiM2ykR8CtMTdX4xSezTM9WKZUNLl7LoCgSWzcGuXO/SLVm8PGZFD6vyJo+N3cfFolFFE4ciuN0SAz22pundFbj6u085aqB2yVRNE0yyRoDPR7e2BMhX9B5PFKiv9fDP/itPianq/zFjycxdBOPR6ZaNcnmNQZ6vaxb40WWJXTdpLfbw/o1Xu4+KKIqIrmCxsPhIplsA0Gw2L4lQGfCRVenm/sPi+zaFmRkrEIopBIOKJimhfgNJuW3jK1vKfWaASZoJsgS6BbEgipdnS7e+8UMXrf9Is2mNRJRB7l8hUbN/tk8hgFYdsJiNqdhmPD2yTb+zQ9HGB8vEQ476WxzUG+Y6JZBNlfnyBsxcgWNi9eyzKZqHNgV5uThGJIIPxdmKVQ0fvjeU0oVg2MHY9TqJvGIbfD8+IMpvvtmB4mIyvq1PjxumVjUQTis8Kd/9ZRzl9Ps3Bzg1LEEw2MlOttdFAo62zZ6Obw/CkAmV+PWnQLRiINjb8QJ+GW+OJ9m0zo/kbCKyyXxq2+3kc5rJNMNdmyWiYRUThyKEQqq3H9YYGqmxvbNPrZsCLJ+rR+3SyKZrnHlZo5a1WB4pEyxbJCIOti5LcTf+fVe7j4s8ItPZunrcnPtdo6uTg+/8lYH2bxGwCdzM16ko83J3/yVLgJ+hVy+QdCv0t3pIh5z0dPppFDQ+eGPJuhq14hFFH7713uRZJEz51O43RLjk1UO7Yvy4WczPJ2usqbXy+ZNAYyGyUdfJDl5JI4gQMCvUq1o/MVPJ9EaJk6nzH/2W708HC5x5mKKjpiDTFZny6YA/d1uZEWkXNH5k/8wzpvH23g8WmFtv4fNDwtcu5lj7YCXf/R3B0mlbWNxNl1nNlmjv9fD3/7VXqaTVfIFnSs3M+zdGeby9RwPHhY4sDfCoX1xTNPkpx9M43aL3H9YpqfbRdAn8903OygUdU4eThD0y/zwvXHGJ6r4vDKZXIPTR9r47MsU/T0u+rs9+HwqkZDMD9+b5P7DAmvXeOntdDMxWaVQ0qjWTP7Wr3bT0e7m//MHD4lHHXz/7U4+/GKW9Wv9yIpAPq/R1eHC5VAYGHDzL/5gGJ9HZM/OKJvW+Xj0pEShqHNwb5Sxp2X++v1pBnvcTKfqrF/j5fKNPEG/wsG9ETTNJBxU+fBsEks3icddHD0YIxJQ+Nd/OkqxrCFLInt3Rvjs3CxbNwYIBhzcf1SgLeHiys0se7aGOLAnwu37BS5ezdLd4aJU0di/M8LIWIW//OkE2zcH+du/3kO1auByivzVLyb5619MsW9HhP/q768hl9eYmK7wsw+nObQ3QrVh8tEXs5RKBt99s432hAunQ+TJ0wrFvEZ/r5s//9EkM6k6v/VrXaxb4yebq/HjD2bZvMFP0Kdw71ERr0dkaqbB7u0hXE6Rz75Ms2Ozn+HRKg+HS/ze3+rF4RD4/X83QqGos2tbgL5uDxvX+fF6FN4+3s5PPpjCEgR62p38ylttfHE+bS+yYScul4DbKROLOfjg01nePd3G8GgFh0NCVQS2bw7y6dkkTofIxEyVYMDB6aMJutudlCoGb+wKs3N7hN4uN3//7wzwp385NnfeKts3BQiHVQolncvXMvi8the2s81DpaZz6XqO9Wu8rF/ro7fLw/U7OSam6+zZHmLrej+yKnP/UQG/T+bMhTS7tgTZtytMvW6QyRls3Rjgz94b59GTEm+dSNhGi2Av4NWqzqfn0vyj3+1jsN/HxHR1zvtu0NflIV/U+c6JBG1xJ5euZ1nTlycRdzA+UWXXtiBjEzWqVY2b9wp43BL/5d9bg65bXLiaoS3mIFfQePSkSCqr0dnuxOdR2LzOT7Gsk8lpbBzy8W9/OIZlmXR1uJkebLB3e5B9uyL82XsTyIpIX7ebjWv9ZPINdmwJcvtegfd+NsnBN7y0xz14XBKPhvPce1Ri25YQ2zcaXLyW4sm4zqZ1Hro7nSRTGrIk8OapBMkZDcPUCQQc1OuG7em8nMHhkPnBu53cvV+gq7ONS9dyRLIqPd1uDuyOsn1zkLaEC7A3l9dv5Rns9XBgT5SGZtLV7uLsxRTxSBWXWyKdbfDxF0m2bgzya+92cet+gWJZZ2jQQyLiYNf2MLmCxu37RdoTTgb7vETDDjvE3jBxOSWcDokno2UmpqqYBgwN+oiEVEzT4sHjIjfu5HG7ZIYGvBzcE8XllPC4Far1by6ECC1j61uLhZ18KFqAYBtOmm7aO07L3vUIIlTLOrIiggDWkgw8gWe74M52hQ1rffx///UwE5MVZFmgWNIxDRO/T+W//gdDnLmY4pMvknR3lXE5RBRF5OqtLIP9PtYOetmwzketYfLwUYFPz86SSjf4rV/v5kJA4eFwCUO3+LO/GqO7y8Pv/UYv755uB6BY0nE4JFxOCZdb5hcfz+B0Shw7EGN4rIzHLVOpGpQrGtdv55icrbFne4j+Xg+Vik44pOJ2S6SzGgICxw8nqNcNkpkG4bDKk7Ey129miUScHN4fpb/Xy7nLaUbGy0QjDjoSTm7eLSAKAt//Tic37+bZuyNMrW4wNVNny3qB9oSTk4fjbF7v58CeCNdv57h9v8DJIwkMw+LmvSLprMaafi9HD5icv5Khq8PN2gEvsYgDl1NCFOoM9LgJh1UsE3w+FbdLYvuWIGcvpDm4J8qaPi8CMDZRZcNaH7GIg1rdZPeOCLfu5nk8UmbD2gCi5GbH5iqDfR7WDvjI5ht8fCZFW0zlrRMdtCdcCAKI4rOd2tCAH0kS6O6okIg52bDGXog8bpmpmTpXbmQZ6PVy7I0YxZLO+asZCiWNTesCALyxJwJAPOwgFFDZsz1MR8IJwH/2W/1MJ2uYxgzbNgUpzIV3XU6JO/fzTE3D5vVByhWLk4djlCsGa/o9bN4QwOVcnJB6+miCckUj6FN481gbsizy+fkUqXSDni43DlXin/6X67n/qMj5q1ne2BPF75XxuGXqdYNL13NYWPR1efn+Ox2MjVfYtzNMNOwgX9DJF8q4XTJ7dkTYtC6AIMD4ZI3uThcH98UolTXuPiyRyTRoS7j5h789wKVrWSzLvnZRFPgHvz3A5etZ7jwosHHIx/bNQVRFYHS8gij6GRr0sW7QS3eHHS4bGSuzdWOAHZsDfPhFklrDYt/uCOvW+GhvcyIIQjMxd8MaP5ev5dk45AMgGFAIBgJsHPIjCAJnLqTYsy3Cwb0hPB6V9z+dIZWu4/MqvH0igcct093p4eMzSbo63CRiThIxJ2v67edfq5sM9HmxLIvzV7KMjFcI+hWCfoXuDjfr1wQQT0M45GBsokJnm4vNG1ROHIoTCanN57RjS5DBPi/FUoOHw2VcLoX9u6P0dnu5fCPL5g1BYhEHpgUb19VJxFxsWh/k1r0ChaJGPOpk/54olmkRCTtZvybAiUMxDBP+m3+8jmhYRZbtSUvXLQJ+B7u3KxSKOvt3R/B65Lm8wAbjEzVOH2vH45YxTROfRyYUVOnv9QKwfo2ff/y7g3S026kMG4ecvHW8jVy+gd+rcnh/tDkO6w2T85czbNscwuGQCPhVdm0NMZOscudBka0b4hw5EKO7y4OmmVy8miWd0/knf3eAUFClXDGa9+nQvhiH9sWo1uw8KFUVaWhZ3C4P9YZJMKjidEhE2h30dns4ezHF5Rs53j3dzrpBH7mCRlvMgao+e0eqVZ3163x0tLnYvSXEzXsFBno9REIOfudv9nDhapaGZtLd6WY6WcflVHjzeDsOp8z9hwWiYZVd20KsHfSybqjE9s0hoiEVv1/lf/vzMU4eSXD6SIKPzyTZsNbL+rV+Lt/IcvNugf07I7YReS1LLOJkzaCXSFDh6BsxAHZuDvGzj6e5da/AW8fbm4YWQDik8vd+q98ez3477SOVqVOuGBw7FOfpRI0n42U2rvPT2eFClkUqFQPdEPj1dzsRBAFBEHA5Jd451UbQryBJAk9GS4xP1ti/Owwwt1mss39XmHLFoKvDhSwJ5PIaN+/mCfgV3jqeaMpMADidIm6XxDepNtEytr61CFiWHUrCBFG0jZYrN7J4/TLFoo5DBVEWGBkrIUKzSmQeywLVYYeSnA4FBBFZFZBlkXrDxCFDQ7fo7/GwZVOQVLbOxWtZJiar+DwyLpfM06kasaiTrjYXAz0eHjwuMZuqMTZVZSpZ4ezFNE5VZOuGALfuFShVDAZ73WRzDS5ey7B3R4RsvkEu12DnliB93R7uPizS2+XG6ZTYsiHAtVs5Ll/PIooWum5x+micDUN+btzNc/l6lu+92U5kbncTi6rN/K2eLg8AP/1givNXspw6Gmd6tobXK/PG7ggj42U++SLJmn43lapBf48bgC0bAmzZEKChmXYYQhCIRZzEIrZhoWCHXa7czBMIKJw6nODUkXhzAhns8/BopIxlwRfn0+zeFmJo0EskrPL2iXZ8XnlRbkA07GDb5iCdbU7KFYO1Az7WDtgL7eUbOcaeVnjreILebjfuudDO5FSVd0624ZhboB8O15FEgaMH43R1uFccMc65xWSwz16AvB6Z44fiZHINZBH6uz1sWu/H6ZT49FwSt1OmPb64FHpsokIyo+F2SkxOV+nvse+xJAl0JJx8/51OvG55kZE3naxjmXBgTwS/T6GzzbVqbsRMskY0onJkf5ybd/Nk8xqxiIODc4be/HGnZ2vcupfH47I9l/MTp8Mh8cYee9IVBIEt6wI06iayZP9+w5Cfni43TofIlZs5ujvs5zo0aN8Tl1Mil9epVA2OHIjSnnDxeLTM2NMKp47EF13X/PNwOiT7fVFl+no89M3dk4DPHg8et0RPp5t7j4oM9nn5zok2ZFmY0xFSGXtaobPDjTx3T0IBld4uN6m0RkMzm9c2rzt0YPeze2FZFgO9HoYGfETDKrl8g4ZmEgqobNsU5PqtPKGgSijwzHBxOe2NzUyyhiDAob1RDMNkNl2n3oDe7mfPPBJSObA3yto+T3P8zCOKwpwhqNDd6SGba/DxmSSDfV727Qjj8ymEQw5UReDYwRjnLqYZ7PfidIg0GiKCAH1d9ljt63Y33zVZgra4c9F3yYrIvp0hNN1k9GkNp1NibKLC+SsZ9u8Kc2ifbWwDmJbA5Gydat2k1rDI5Rvs3RHmwJ4IlmXhccv4fQqqItLZ5mpuJuaxi1M0ohGVvTvCxKMODMPi1r0iQZ9CJOwgMpeTOjFVQ5ZFfv3dTtrittFcqdih1Y1DPgzDwu2Smvcc4OThOOWKjt8rc+dBkWS60Tze1o1BanWT3i43fp+Cf24MLUQQBCJBBx1xJ9fv5ElmGuzaFpobazLtCSfZXIOuDjehoEoq08DpEDmwK0K1ajCTqiGKsHHIz4a1vua48vsU3C4Zr9c2VH/t3c7md7bHnaTSdfw++x5v3xwAER49LrGmz0sooNqeJZdEJOTAsgSkpZt7QaCve/Hc5HZJnDwcJxBQGRkrk8k1GBr0NufwA7vDWNbiTaMoCk1j9vFIiXOXMgR8MtZccvvOrSEMwyKba3D2UoaDAvR2e/B6JDavDzDQ711kaAEokoAiCnyT1lbL2Pq2YtmWkyQBom10yaLAg8clOuMqY5qOJAkosoBpCZiWxdKCVlEE0xQRMMmXNK5czyBYgp13Igj4PCK5vJ34/unZJLmChqKIyLLAjm0hUuk6YxNlnoyWuH2/wNR0jRt3c2xY62PrhiA9nS6qVYPd20MMj1bwuCQSMSfDI2VyeY0794t0xF1Y2Dk6xw5G2DAUYMeWIKoi8h9+MkFft4fOdicjT8vkcgb7dod4+LjE49EysgRT0zWmZmtE5jwO8y8pwOh4mTsPiuzZHiYRc7JpfYBPzybp6XSzd2eYrg4XF69meDxaJhZ2smGtf9H9WfpC1hsmv/h4hu4OF16PwmCvh/5uL6IoEIvYk6VpWgyPVcgXNLa/EWDTOj/hoH1OgmAvTkvxuGU2Dvm5divL5es5vvtmO4mYvdj0dDhxOUUcqr3zCgVUJqaqfHEhxakjcbrnDKv1a/38o99zEo++mk5MJtvgJx9Oc3hfhF3bQ82fDw146Wp34XTK6LrJ3Ye22z6ZrDM9U+PIG7Fmzs08grD4/s9zZC4ELMsiPZ0rG4JPJyvMzNZ4Ml6xd+zbQ3R3upqT6sLJFuyQhGHCG/siy57TQjHEUFDl1JFE89+qIqIGVAoljdGxCi6H2DSi5xnoddPV7sThkGhoJomoyt4doWXPLhp2EA07eDRS4vqtfDNUnc01yOY1+nvcCIKAKAps3hBAUSX8PrlZ5GFfd5VL17O8eVQmOjeGujvd/M5v9FCvm8uubem9EASBjUP2uK03TD49myISVji8P0rIr9DR7ly1lD0Rc/LdOe/yh5/PIouCnTtmWE1j2OOW2bLev+LfL8XvU9i/M0ws6qBU1vngs1kO7I4w0Osh6FeIx5wEfPKyzUC5otueX3H1hW50vMyla1lOHo5zYM6DEYs42LTOz9hTe8zMv4OyJHD6SBxJErh+p2Dnyi24Xy/SUnI5Jb5zsm3RhsA0LSwT7g8XWTvobRpBnW0u3jnVRiSk0miYCKJAMl3nyVgZr1vi+u08B/dG6GhzLfoOj1tm0/oAPV2eRe+R1yNz4lD8uednV5ZbXLmRx+0W2brB9qrOs36NvVHTNJNHT0rceVhkx6YgWzYGOH0kTq6gNTeGC98VRRFRFRFlhY1QMt1gcqbG49EyW9YHkGWRjWv9dMSdBHwKhZLG+5/MsnWjny0bAggiKxqKC6lUdH728SxrBzxEwnYRxqNhJ5XyswSysadVRNF+J1ai3jAJBRWOvxGbM4gLDPZ5cDklQkGV3dtDxKL2+10s6TwaKRMMKEQXeGgBREVAlAS+SRnVlrH1bUWYT+C1DS5RBmSLtf0evrhgVw3VNTtx1+WQKJd1lCVzriwDlomqQi6n8dEXMwT9DjavD/DwUYnJ2TrxqIrDIXD2QopQSAELBnq9KLLAzi0Brt7KoSoixZLO06kqDlWgVjN5Y0+Eh4+LZPMaU9M1xp5WaGtzEY+pPHxSweGQyRU1Pjozy9//rX7+9g+6uH2/CAisHfBRKmvceVAEAXZvD7F+0HZlxyNO7t4vceFKhiMHIvyD3+4nFFB49KSIyynT2e5qlu9+eSXDvYcldm8PceygPYFtGPKRz+vousnYeIVMTuPNYwnWrfE1PQXzE1BDMymXdULBuRfTsrj7qMBMssZ/9lu99Pd6mothsaRTLGmUyhpXb+bZNOQjFnHiUFdXT6lU7LDCvMch6FcoVQxGJ6pNYysWdTYni2y+QaNh4nRKiIJAvqDR3WEfS1XEZd6Al8HhEKnV7KrPtQt+3r7A/V+rmzwcLgGwbUuQRLwK1nJjdDXmr+95TE7XeDxaYsv6AD1dblRFbN6DlZhJ1nE4RLzu15ui/F6Ft47Hm57BhQiC0Pz5p2eTiKLAycOrL4CRkEp/rweXU6RQtBPvn07VaIs7mwupxy2zc0tw2d/2drvx+2TCSyZ/v1cB74uvQ9dN6g0Tj1vGodren3NXMty6V2DLhgD7QuEXHwRoTzgxdIuzFzOcPCw9996vhiQJTa+eQxU5ciBKfM4AUhSR/buWn0sma3vDdmwJMtDrWfXYtZpJNOzAt2AB93pk1q/x8eFns5TK+qLPzz+/nVsCyzwjL8PIeBlJFpueN1EU2LopwOfnNSpVo2lIyLJIeG5++OiLJC6XxJH9Ubo67PenWNRtdfRV8Hlffvzakg86n55JsnGdj3LVQERgsG/5fRseK1OtGjweKbFu0Nv03DocEonYysa3LIv2Bn2JS8o07cIUl9POhdqw1o8sCbhdEm6XfZ2zyToj4xW2rPfjcUsc3hd9oQJ8rqDxdLLC+jX2+Wu6xZaNAdrmvOmWZXHzXh6HKq5obFmWRTio0tflxu2WeTpZ5dbdPJGQisspocgCg72eptFcKuukUrVVbi58o5YWLWPrW8v8QDaZE48DZEmkv8/L+58lUR1QLMDweJFIWCWZsatUFiJJIpIo4FAsihWT3m43P/hOF//D/3Sf2UwDVRXobHPTaJg8GasQDgU5eSTO7QdFLl7LsG6NjwO7I6xf42NyusrUTJXudhc37xXYsSWIz6fw5SczKBK0t3vYvyuMppk4HDJBn8KFqzKWZfHpuSSqKlKpaPz1+9OcOmJXIp08EmPX3AKlqiIety3b8J2TCS5cyXDtVgGnU+b2/TyzyTrhoIph2EmQbrfMycNx3tgTae54wd4JDY+V2bopQCzq4MiBKOvX+FAUkdGnFW7fK3D0jSget8yXl9Lce1jkN3/QjX9OK+b3fqNnbvIWWWhH3biVY2SiwrE3oqwd8LFhyPdcQyudbfDezybZujHQDAH0dnv4zV/tWnVyPncpQ6Wq8+6pdrZtCtCRcK34uVdB00xyhQb60sGxAK9H5vTRBC6nCJbFxes5Ar4X78BfhZ1bgzydqjI+WWXzhsALP9/X4+HewwKT09VVw6Yvwr2KoTY+UcEw7dBWZ7t7WThkKaGASmiLyuR0lc+/TLFnR5ihAd8yz99KONTXM5LnuXW/wJPRCm8di+N2y8RjDtpiDrzu1b9b103u3C/S1eFqGnkbh/z093iYnq01jYevgiyLTa/rQkzT4svLGYIBhY1DdnFKX5ebUPD5XpDxybnK2iU6SIoicvpYAnGVZ2Tn+bzauefyDa7eyhEKqE1jCyAedfDdU22LDPSnkxWu3Mxx9ECM3m4PDtX2ZM6HNBd6i78qN+8UeDJeJhhS8HmVZqrBUgzD4vNzSYJ+hTePt+HzyC+14ZElAUkUloX4Gw2T+4/LdLW72b45iCwJZHMNpmdrrB30IUsCoaDKvp0h/H6ZH/1imqFBD1s3Bp/7fS6XnSbS0ea2817v5nkyWubtE20E/CKCIHD8YGxVGyhX0PjkbJI1fV7aE07a4g7eOpFohu/PX8lQruicOBSfC3mr7JnzvC5DEECY1w37Zqyulqjpt5SFk45h2gnyToeI16PQ0OeGiwDRkIrXJyGJtmG2EE0z0Q2DasPE5RDZvTXMx2dnGRm3S/p9XpmGZjA5UyEaURns9yIKUCw0iIVVZmZrFEs6I+NlxieqbN8UpKPDidcjkcvXmZyu4fNKSLIApkW9ZvDh57Ncu51jeKzMd0+3sWdbGIdD4tFwCZdTxuGQMAyLdM6u9HI6ZR48LnLrbn6uCjKDyymxf1eYDUM+7j0oMDVdZ/f2INGIypkLKSRZwOeRiYYdzQk/X9D4i59MkMk1ELAnpPaEiz3bw0xM13j8pIQo2BPO/KtWLOl2v64Fk2si5iLgV7l8LUsub5feW5bFdNr2tPh9ChuHfCt6TBYyM1sjm2s0F2RNM6nXTRIx54qLdL1hUihq+D32JD4fVvyqmIaF1jCpVPTnfs7ntSdsO3zgI5mqk842vvr3mxZnLqS4db/Akf1R9u58OU9MV4cL3bCYmK7NiWC+vOjti7j3qMid+wUsy2LjkI91a1Ze1MAeR/PvYsCvsG6Nj7aYg1DQrn66+7BIMr3KbvproCPhZLDX0xyjsiwyNOBlOlmnVltZrLhSNXg4UmoKg87jckr093gWhTnBlsb4uu6vaUG5rFOt2OcmiAI93e5mWGs1jhyIYphw5kJ62e8kSXihF+VlsSyLL86ncagSB+dyvBbOtUvfa1kWSKbqDI+W2Tjka+ZD/jLI5Bs8naywe0uQtrizKTy70jU0Grbky8JcvRciWHa4dcmtNEyLnk4X2zcHmp64p5N2sUClas8bkZDKoX1R3C6ZdKbGjTv5F4phhwIqxw/FCAYUe46/VyAeVfF6nt1jj1tedVMU8Cns2R5iNl3j4zNJiiWdUEBtejH9XhmfR24a2z6vjCAInL+UWSaqbRmWXXH2DdLybH1reTZYhLl/iqKIMZdbMP/bSNjJvUe20IskwMIlVVHmqhpNQDbJFXS+vJghlaozMOBhwxo/t+/nyRcN9uxwIghw5UaO4dEyf/P7XfjcMt2dLu48LJEvNIhFHXz0eQqvRyIWdXHpRg7DFAgHVU4fi88lwNqTfTJtT1Cd7S5+9Z0ORp9WeDBc5Lun2ymVdfq73KwZsCcuVZWa+kS6ZpArNBAQuPugSLmq8+7JBL3dXqo1g1jEQSan4fcpc0nL9kQzMV3l2s0cbx5LsHt7kCs3c4SDKts2BXj8pESpovPd022L3NXHDsbQNFtH6uylNG0xB/09HkbGyzx4UiIcVgkGFARBYOeWIALw6dkUXo/MsYOx5z69wT4P33u7g55O2zt14WqGbE7j7ROJZZNjrWYwMl5h/RofiZiDTLbB1Vt2Vc3SXJBXJRxSGej3IUoCum6SL+qEg8qqi1expJNM1XC7ZV4xMrMqmmZhaFYzZ2kpqUydRsNcdK2qInL6aAJZErh+O8/kTI3TR+MvHdp8Hgf3ROyowgsWcNO0+OiLWXxehf27wnjcMts3B5u/r9VN7j0o0tPlWpYXthTdsJoJ8q9CPOokHl187EJRZzpZpz4Xcl76PT6vzJtHE7hewljXdZP3P50lEnY0c6W+CrIkNCVMAIZHSly/k+fNo4llodSFuF0yWzb4kZa8G5pmcv12ns5256LQ9+siCAI7tgSRJLug5MbtPJOzVU4eii8zQsG+/12d7qbRMY9pWtx/XCLol5vn1dBMFPn1DcPudhf1uoE052o9ezGDaVkc3mfnRM7n2pkWuNwyXs/i5TuX18gXNXo6XSueg2it7AWcSdZ5OFyiu9ONb86W7O12U64ZSEsmgZt38zidEjs2B5FlgVrNoFw1FlWxrkQ0rOJQBJJpjXrDwv0SjzKb10hnG8zM1Ni+JURgicHucIg8Hq2TL9rFCKIoEA4pKIq4bO4SRMGuGPsGaRlb31aExf9t7yEsdMO0FwpzXrvQWtWVLgCNhm0ARUIOPj8/y91HBURJIBpy8CtvtXPtdg7LMJmZrZEvGpRKGrGog6P7o/T3+hifKPOv/mSMUkVnw1pbDb67y0l3p5tw0MFsss6mdQEkSWR4tMzjkTKSAKJk7wiPHIihyCI/+E4HX5xPoukmP/1oho42J0NzHoW+bjthORZVuXA1w//yb4b51bc62L45QCLmoC1uv5kup4TPq/DZlymSqRoDfT727giRiDnp7XLzN77XxVC/F0URmZyuN3eFWzb5ee9nU/zo51N89832prEzHwqoN0yyOQ2vS6ZQ1LlxO89Aj5veLje1ms5Mqk5Hwk6oNgHHSyz4ttu8QL6oAbb7vn9BfsFC0tmGHap4w66OMwyLt44nCC1J2E6l66gOccUk9dVQVYnTR+I4HPbzuXIzx+mjCSIhlamZKulMgw1D/uZ5ZbJ1JmdqHDsYf5bL9hUQRYGjb0Sp1+1WRivtwm/eKVAsabxz2rnIIJmv7gr4ZRqauigvp1LReTxWYc1csuyrsNpOeimCYKtnN7SVz93tkjh5NPbCXmuzqTpnL6Y5uHdxyPt1Gejz0NXpXhbG1jSTDz6bpT3hXGQUPg9RFOyiBgEmpip0tr9eyHbpMefp6XLjcEj4V/FszaZq3LxbYN/O8Ipeo4ZmMjFVxemUVjS2GppJMl0nEXW8tIens/3ZcebzAoVVdhaiKHDyUAzThNv3C8QjKrGoE023ePCoSCJuG4GVqsEHn82wpt/bLGh4VQb7vQz2P7sHDlXANO3zGh2vcP1OjmMHY/i9Cm8fS6A6nl2vZVmcvZAik9P4te92rugVn/dDLb3Unk4XAf+z+cYwLEbGyjx+UqIj4WzOkwC9XXay+7pBL5YFf/nzSbJZjd/5mz3LjL+FxKJOfvBuF9Wa8VIee92w+ODTGeoNk2OH4nS1u5bl5cmyiM+n8MWXKeIxB3vnwvsrMu8J+AZpGVvfUoQFEd5m40/BQlVsde7anJKyrltIooBusDxBXhGp1U08XgHdMHk8UkUSJWIRlXjUwaMnJVyqiKTYYnNhbCNp64YA3V32S3/1Zo5SRWOw10utYdDT5WJ8sspf/WyS77/dyZ4dITra3QyPlviLH09QKhtsGvKhqiK9vW42r7cHf7VmcOZilv7uOu+eaiPgl0hl6kxN12g0TLZtCRIM2DlZubxGvWGwbdPifAjTtAj4Fd48luAvfvyUG7dzuJx2orXHLbOm18Po0wp9PR52bw/N9W2zPV6qIlIo6dQbyxdNUYCTh2M4VFuR+sCeCOGgymyqzs8/nqFeNzl9LE5/j4eBnsXJqrphUa0aTfe7ZVnce1jE5ZRY0+8hFJC5erNAR7uLTetWnoTb4k7ePPrMuJGkZ6XPw6N2OGjn5iCfn08TCSkcOfB8r9pSYhEHM0m7onPnliD+uXOdnK4xPlllsN+LS7IHT3enXU7+Kom9q6FpJg+flIhHHJy7lCERtyfEpezebiv/L/X8zBs4A71eBnoX/002r3H7Xp7oXLLsLwNBEOjtdPPxmSST3e4VKy1VWXyht01RBAJ+5Wvxys2fl0NdvnAIc1INnufkc4EdNhyfrNI9Z7Bt3RTgzPkUj5+Ueef084s+XpZ6w0QU7A3NQO/qY6nRMClXdHR9Za+Dxy3bmkkrGJY37uQRRIs790ucOBR7LS/wujWLw8iVqkG+oNEWdzS9Q7YelM6DRyXqDTexqH2PTh555g2TZVs+Zn4jdO1WjmxO48iB6Gu1iNENi2rNbHqDVdWuBJbnDI5oxBajnp6tEY/a/50v6sQi6qrGjIAJlu0ZW4gsi4s8U5lcgy8vZ9i0wU9X++J7Ol8YAHDlRpbZ2Rq93Z6XMqDshPsXf254tGSLcBsWgwPepvzMQqZna1y6muXQ/gjjk9UXbkDtZ2m1dLZaLMdaEEacT+DVDEgma8hz41WS7NYM1ao9sYkyi+KIDgXyJrhUkWrVIhQ0ScRUBno9xKNOPvoiydPZOj2dbrSGQS6v8+7pNi5eyfH7/3aYv/e3+8jmGyiyRNCvMDVj53CtHfCyc3OQ9oQDt0vkFx9P8+m5JLpu8fd/u5/BXi//5ocjFAqG3ZvQa2tWtSccnD5q60Rdu53lk7OTtMft6sKn70/SkXARDjroaHOxdtBPKlOfU/+VGXta5srNPMcPxoiGHXR1eOjtdLNvZ6R5vcl0nSs3c/h9MrfuFajVTLZvDmCY8CtvtfN0osLkdLWZeJpK13E6Rc5czOBQRI4djCEINBdVTTfp7nLR3e5q7oYLRQ2nU2ounPcfFbn3sMjpo3H8PgXDsHj0pEw4pHBwb5S7D4usW+tj8DmVWJIkNCdV07TbfISDii2gWLafiyiJHNgdxuF4+YXwxu08xbLGYJ+XT84m7Z3f4LOFZdumAOvX+hYZK6IoNCuxLMsim9PweeUVQywvolTRuX2vAOv8hIIKocDKnrKVDLupmSpfXslyeF9kxVL+9oSTt44/S5Z9VYZHS1gWL8zBiUYcvLEnQmKFpNuJqQpfXs5y5ED0uR6rUEDl+AvCzgvJFzSu3c6xbWNwRSmR1ZAloanR9TyS6Qbnr2RwuSQ65wyUbZuD1OrG12JomabFh5/P4nHJHH0jimna/ezCC/TS5unqcNOeWF2XDVgWKgU7hDs2UaW/x83RN6IE/YvTCl6XR8NF7jwssndHiHS2wdaNQTt/0i1z6mgc54L3b6EnR1XERWFYQRCaLXpWkzV4LpZFrWZQLDX45EyStQPeZakLo+MVLt/IcvponGjYwamjcWRJaBpgSz1BAoKdVvKCr/a4ZWRJJJmuN1Xbl5+eRa5op3P0dblfuRr0eTwcLvNkrMx3TiXoiK9sQJumxdhEhfEJN3tW2MAtP2GY1678pmglyH9LEeba7Liddu8uVYVsTufuoxL9vS4EIBySSc7WeTpVsb1aSwZSuWr33tI0i4BfxtAsZlJ17j8ucflGjmhQJeKXUWVIJFwIosCT0TLjUxXGJ6uMT1QI+lS6Ox3UNJNSRUNRJI4diDLytMK/+eEI/+EnE1y8liUaUnnreILNc94bu42DzP/0+w+5fCPDw8cFtIaJ2y1x/koGWRSp1gza25wc2h+xEx2x2LoxwDsn2xCAn3wwzYWrWQDuPizyeKSExVzxgAUIIsaCRMjODjdDg14uXcsy2OemPeGgVDF451SCUEBlarbOyHgVsD1tn36Z4ta9Ip0JZ1MocHik1EyYDQVUThyMs3bAh6rYu9sPP0ty7Vaey9eyjE9UaI87WdvvbU5IsmzvePfsCGMYFo9HSkzP1JYtJqWyxtPJ6rLqq1rN4NqtHI9HygBs3uDn6IEol65lkCRWNVhWQtNMag2TcMhW0O5qt5POb97Nk0zbYo2eFUJqpmknDefyGh98NtM8l1clFFA5fTRBV4eLmVSdbP7lE+6dDolwQFnRo5HLa4iisChZ9lV5MGzrOr0oMVxVRPp7PCsWRHg9Ch1tzq/ds1ZvmGSytnd3KZWKzu37hVWT41+GtoST00cTtC2Qf/B6bPHYianKKz2nlRBFW9yyq8M+fjrb4KMvkoyMV1b8/Ot4fnxembdPJNiyIUB3h5vLN3J8+PnsovkA7HzAV7mewX67dVi9bvJ0ska9/uw+L9x01Btms4BmJbZtsjsnXLuVtzW8LIvLN3K23M1LMD+PbBwKUCrrFEoa5y5lFhVjdHW4OLArTHBuTpAlgcmZGh99kSSzQnGLnae4PIy4FKdDZPNGH7mcxp17hRU/IwgCe7aHKFd1xiZWfq6vy/q1XsoVnXxeW3WTFwk72LzBz92HBUafvvj7LeEbV35oeba+rVii7e6drzzUDJAV6O1yc+9BEQuIhBUcXju53OmyG4zOIwigyAJVLMIhlZHxGm+fjHHqSBvVmsmfvTfGR2dzrO3zkcrWMSwLUbT4zskOervclMo67/18ivuPixRLGuvW+PjP/84APp/KzTtZzlxMMZtssHVjgN/8QRcBn0pHm5NcQeNf/KthUsk6/X0eomEnsYiD77/dzgdfpLhwJUOprLNjS4jvvdVBJKRy406eVLZBuaojCCI9XW6u3UpTqehomollWfR1221nFNkuvT5xKMbnX6b47Mskp44muHuvQE+Xi0TUwcRklUvXcui6idersLbfgyjSbDkB9oSyb0cIt0vG4bBFRf/gj0YolDT+898eWJaMCXbVTnu7k2SqwmyqwQ4lZOeuLUkOXegqP3U4jrhEPDGdbfDnP3qK6pD4tXc6F3kv3G6ZE4diuJwSlapBNtfA5ZKYTTfoaDOIvdhx0WTntiCVqkE606Czzc55KJV1Hg6XsExWTeq+cDVLqaxxZP9877PXly4IBhQsy2LH5uCyHLR5GprJrXsF+rqe3ctQUF30vOa5/7jEvYcFTh9NrPiMXpahAQ+fnq0yPVtfFBp5FQJ+ZUVPkmVZXL6exT0nZvuqxKMOvnu6bcWFJpPTuHknTzio0v6aRp4sCSuK4zYaJuevZGlLOHnjJTxks6kakzM1Nq/zLwvNL7zuUEDhwO7wa2l7gR0yGp+ssG1TcJFnbKGR29HmpFY3mxIR8xV7Zy+mcTklTh9NLD3sinjctlJ9e9xJX8/K+YCWZXHjdo6xiSpvHU+smKtUruiEg3bvVFEUME2LVKY+V4m3evXrQkRRwOuxjcobd/I8eFwgHnM05wC3S2rqnhVLOj/+YIr+Hg8H94YJrpBvaQl2w3ZraRxxCbOpOg+Hy3S2OenqXP3daDRMGg3rlbyvL4OqCFgm1Gurb4SSqRr5okY4qC7yNq6KtTha9E3Q8mx9SxHnxoWuz+VmGeB1y/R2uckWdCQRxieqWJpBMKBSqSx+mMKc21SV7V2YHbIW2LbJzmXKZDSqVZPD+yP8jV/pZmq6xvRUDb9PYt+uCJvWB7h4I8PUTI23jyc4eThBX4+XWt3g3/5wnOEnFQ7uDXPySBwEkT/84xGu3cqRy2sIAuzYFuC3fr0Lv1/hJx9OEwqoCJYd2soVDIJ+mZ5ONx633ToimW6AZStDV6oGM6kGQ2t8JOIqP35/mvaEk2rN4GcfTXPxaobp2RrbNwfYuSVoC5hOVkllNbo63Ljd0lx1n58Du8LNhcChimSydb68nEHTLbo63IyMl/n3P5ogm9fYtN7P4QOxZsuKpVy4mmVyqoZpCqwZeH5ocJ6lIcd//aej5IsNOjvcHNobIeBf/l2hoIrTKTE6XuazL1Ng2UZbb9erGQWCIDA8WubTc0kKRb15Dw7tjbBx3coT/s07eWZmq/h9dlXP0KDvlRLyVzuPgV7Pqgn3F69k+PnHM8wkXyyh0NnupKPNhSx/tX1qZ7ubYwdjK2vyzFGvGyuW3r8Iy7Ibv8/f83lyeY3LN3Iv5ZVabUff0WaHTxOx1c+7UrHbEb0qDofEkQNRtm20ddDmpS1mVxGKnJ6p82S0Qr3xfO+gLNvewflNyKtKeWRyDSam7NzOpdTrBtOzNfp7PGxa52/mWT0eKfHzT2bYujHA7m2vroUlisKqHsvh0QoPn5To73av+plkyq7ws6xnVYInD8fZv/MVdktzmJY9dwT9CgM9q4ck80WNesOkt8uzYuWrYAkggvmCxKVwSGXn1iCZnM61W7lV34GAT6G/x83UTI37j1/OY/cyWJZANKJSrRtMzVRX/Iyi2IUNDc16qbFuV/R/s76tlrH1LcW0nk0spmnnZ9VqOrGoE1myw4q6YYseKnbbw0V2uwnUGrZ6fLWuN3W6TNMik9VIZmoIIhzeF+HUYbs5b7Wu43LJtMWdSJKt/ixIFn/rB70c3BuhWjMYn6yQydWo1nX274qwtt/Lw0dFJmeqjDyt0NHm5B/+zgDfe6uTJ6NVCsUGI+NVRsYrvHU8jiyLPH5S5Mn4s5dobb+Xk4fi7NsZweGQ8HkkyhWNe4+KNOp2pWQub+9iJmdq3HlQIJ1p2D0bO9x2dc6JBJ1tTkzTorfLzZtHE8SiDj45myKZrje/a3KmxpeX0mRzthtwZLxMoajhcUsc3Btl347wimXTYxMVTNNi19YAb59IkJtLIrWfj8XUTI3qCxbRbL7B+GQVRRL5lTfbGRr0LfquWs1gdLzcXIj6ejwcPRBFFO12K8Ojrx7OG+z1cHhftGlAXrud48vLmWXhlnnS2QZen8LeufswPVsllamv+NlXpVI1eDpZXfbdPq/Crq2Bl9Mwsuxn8TKhg+fhUOfCg6vk+CTTdX7ywQxjEytP9s9DFAVOHI6zd8fiRT6Ta/BktET5NQyhhccOBZ8fPv3kXIovzqde6/jRsKMZWm40TO49Kq56rzeu9/PWsfiKoejnceNOnp99PDPXlsbGmstRWon1a3y8vYoHaWS8wkdfJMkuCel53DLhoEoi6nhhVW2hpHF+zuP+Mvi9En3dHjau81MoaZy5kFr2t92dbt48liAWcXD2UpozF9IIvF7IVFVsfT9dt5b1v51HkQV0HYqF1UObFrbW1EpDp1ozKBS15vetX+MjHnMwPlFZprdnWRaXr2W597DI2yfa8HpkZmZXniOWpkkUS3YY/HkGelvcyXffbCebb8xVuJeYnF78HiZiTo4djFMoaly4mnmx8T4natpKkG+xnLlRIYm2VW4BpQromk57wkkuX0MWYXqmgazYfRCXekl9bplq3USRRQTRpFA2eP+TGdYOePB57cq/P/jTMYJ+FUWRCQYkUqk6s6k6//pPx/C4FY69ESaba/DoSZHrtwrceZinu9tLT6eTG3fy5As6umGyd3uIUEDhJx9MoeuwY3OALy+lCPhVDuxycf2Ordy+fq2Xjev9rO3zkMk2uHQ9y0Cvhys3c/R2uShXdR49KTExWeOt4wkGej2MTdQoV3Q2DPkRRYGONju/qjCXoAn2Qv7TD6fYuTXE1EyNTLbOoxEBr1tetBi0x520JZzNRMkThxJz4oH2MZZWy9x5UGBiqkrAr1CrmSiKyKMnZTZvCDQ9VvmixqfnkmxaH3hun7mdW0P093gW9VmcSdYJBRScTsk2BC+nOXk4TiJm5wK52lzUagbxmANVFfn0XJKhAe9Law6550QDLcvi2i07tDrQ513Vc3Jors8hgGGYnL+Swe2SXzoM8zxGx8tcv53nzWO25tK89tTWTQG2srKq/PBoiUJRZ+vGAKIo4JsTOlyqPfV1MjVT5Yvz9tj1PaecfSmGYTWrPlcy4vq63SRijlc2TuYplXU03Xxh3t7GIf+yBbVU1jlzIc2WDf6XrtpzOiVOHY4vy5ubR5YE5CXXMjxWbvZIXY2AT6beWJzAPTxW4cZtuwBmaVhKFIUVk+TBNmqcTnFZSLk9YYsTf3wmybo13uca8qWSzvhEhb5ud9Og0zSTiakK0YhzmZG3sMVWOltnZk5gduHnJElohsR3bwsyNVPjxx9M2T0tXyHvUjfsDhzhkMraAe+qxlq1biAIFpXnGDGWJSAIFsvKEYFzl9LMpur8+rudKIqt7r57W4i2mAOHQ+Kjz2fp6XKzZk6aIlfUcDntJu2njiZWNOCejJXnOnbEmkUws6kat+7miYVVShVjxcIZUbT7W548nEAQ4KPPk/h8MvGYk4nJCrGos9n8e+/OcFO8t1LROX8ly/q1y+dHy3p5T+ovi5Zn61tK0+MxJ3wry6AqcP5qHk0DWZYxTejucAAiFixv1yMKGIbd/09VBSYnK3x+PsWdewX+8d8dRJJNPvosiWWZfO+tdgzD4v/5P97Gsiz27Qxz+nCUtpib/9+/fcyf/uVTEE12bAnxf/77g6iKxN0HBYqlBu+camfT+gDjE1Vu3M4zPlHh8WiJvTvDhMMqG4d87NoWpD3uZN1aP5+dS3H5Rg7TtKjVjaY3Kptr8O9/9BRBhO+/3c7u7SEiYQfHD0YJBhQU2RYkFEWBP3tvgs/OJZvX6lAERsft3ll7d4Q5sCeC1yOzZZO/aUDNq0UfPxhrKjQHAwrBgMLHZ5KcvfhMvfrxkxJnLqYwTHvi3LYxwJvHE8ym6tx5WCQWcTQrFAM+hYEeD6Lw/JDTfD/A+UVmaqbK//pHI1y+YRcBdHW4OHEovqz6zumUeGN3hFDAQb6gkS/qpNL1VwpxGabt1QOBzettozWZri/zxsmS0AxBnLucwaFK7HtJ1fcX0d/j4egb9mI6PVvjr38x9UKvWTLdaKrIz5/fYJ8Xn9c2IEtl/bVCfc9DVSW8XoVtmwPPFeJcSibX4JOzKcZW8QQtbPPyOly6luWzs6lVd/GWZWEYFn3dbnq6FoebTMuy2+G84r3yeeWXrvDTdZNbd/JNkeWlzOfmRcIO9u0MLwp1BXwy7QnnK1Xbgp3svZqXTxDsNmBLhVKX0p5w8s6pZ83hTdPiJx9M88P3JniySlL/PJ3tbt491baqYG+hqFEsGU0jW35Rb6glWJbF1HQNXTNXbbBdrRl8cjbFUL+X429EV/wMgCRa9vNf4XaVyhrZbH2RHebzymwYsvsk3rr37LnOt9mZ74WpKuKynL1CUePM+RTVurHIQOzt9vDm8QSlisbZiymGn6zurfd67I3y8UMx9mwP8eBRkc/OpXg69czLtXHIz8lDdsTk4XCJG3fzVKvL34/5NJpWNWKLZcwvIIZlK8BbBkTCMm0xhdlkDdPSqWuwa3uEtrgDrbFcs63a0Kk37B2N1yNRrduipTfu2L0NVVlCN0x6Olz85g+6wRJIpXV0zW4r8ytvd3JgT4TZVINHI0UMzeJ3/kYPI+MVRscrbN0UoL/Xlg5wOEWmpqt4PDJr+73kCwayIpLLa/zs42lKZQNRFGiLOTmwK0xvj4dCSaOnw8XPP5nhzoM8O7aGGBr0EQs7iEZs71O1ZvDzT2b507982pz4Aj6ZrRsDzeRQAARwuURECR48LqLr8PaJNrra3eiGnSNSrRp8eTnD2ESFQknjx+9PMz5RQRAENq3zs27w2e63WNHJF3R6u1wceyOGwyExPVtD101OHoot2sWKokChpDM6XuXeowIffDq7KESyGk6nTFe785mWjiISjTi4dju/zG0Odq+xE4fiGIZdWp97TshgKbJk58PNl0kXShqfnEly98HK1UYATlUkHFKb3kOAkbHyqjk8L8IWprSNTYcqEvAt1p4qlOxS+YXG065tIU4fja8oWDmTrPPTD6eZmvl62+VEQiqKLHL52ur5KisRCqoc3h9ZNeE+m28w+rTy2sbhpvX2pmU18c4rN/O8/+nMisaY36vw7mn7fXhZZpI1PjmbfGGrp3lEUeDYwRh7tq9snBdLOncfFJhJLTewo2EH+3eFX7qy05ozHp9O2f0q59MCFuJySpw6EsehCFy8llm1vYwgCIs82oIAibh9PmtXaAI9z807ee7czz+3ddfoeIULVzPNZuevql9nGhZej0ytYa06pzhUkaEBD6WKzt2Hz8+dEgURcUmjScuyaNRNFEVasQelZdrK9QuNblEUVjVy09kGZy6k8fkUDu+LLLq3siRg6Bbnr+SIhBxsek4kYB6vR6ZS0Tl7KU3fnNj0Uqo1g5t387TFHHSvkNS/io35H5WWsfUtRVg4IQt2NaJl2e15dBPqdfvftg6V/RjNJXOiLNrhRcOyqNVNujtdhIIqk7NVrt7MsmdHCMuEH70/zS8+niYRd3Bof5h0TuOvfzHN5HSVG7czNDSDdWt8PJ2q8wd/PILDKfHuqXZ+9TtdbFhrJ1r/7INp7j8qEg4qrBn0Egor/OyDaYZHimzfHGLDGtuQ8bhlfuWtDgZ7PTx6UubOwyKaZlGt6mSyDb73VjsOh8T7n87w0eezjE9U6GxzsmtbiM42e+epqhLf/04Hm9fboaeZ2Soff5HE65HZvtF22afTdRqaSTbf4OyFNB+fSeJySRw5EGPTkN9u0O0Qm7uu/h4P3Z3uZtXQpnV+Du6N8NHnyeYENpuqMTVTRzMsPjmTXFT6fXBvhGNvRLE1/V9uMVVkgTUDXoJ+pZnHNB++mE0vX5Bu3Mnz0eezxKIqu7eHVm1over3KWLTm+B120bxw+ESs3OLX7miL8ql2L09vEiEdL51yr2HpVf63pUIBe2+aQsNuXsPi5y5kKa6IKdJloQ5IV+LJ2PlZl4J2DvvgV7PomO8LLpuPjdRfU2/l3VrvK/UekWWBLo7niVNP52sLDKaHzwucelallr99UIasYido7iaseZ1SwT86qrn/KptZGo1u19nsay/MB+xXjf42cczPJ2qrSpcGQ4qnD6aWFGk8lUZHqvwkw+mCfgVjr0Re25z7UxOY3KqRkMzmxW+z0MQBPbvinDkQGzV8CXYYbKR8efn9A2t8eHzSFy6lluWv/QyOBwSu7cHSaVr3H+88nsnigIdCReTM7Xne86ElfUPZpJ1MnnNLppZ4RRNy/b+Gab1UjIa1apOpWYQDirLDFHTtDh7KY1DFTm4N4LDIVIsvdg7nc5paJpJ21yHjaWUyjrpXIOeLteKKRIWwjedH98ytr61zA0MEdtVLom2ztbERBm3EyoVO0ne5ZQYe1pBlOZETef/XIB41IWhQSzsoFw0mZyqcuJQjN/9jV56Oz3MzNaxBHA44C9+OsXEdJ03j7WzacjL2ydjtMddnLmYZWqmzuG9UXZuC3DpWpZbd/OcOBzHodo6V7fv55Ek6Gh3UW9YWJaAQxEZnajg8Sjs3BZcsUVKNKySzNSZnq3RFncTDdsLxdRMDVGAclVnJtVg17YQh/dHVwzB1OsGP3p/mpHxMls3BkAQOHU0zvYtQe4/LPLhZ7O4XBJtMSeCIDTF/qpVg9NHE8vyV2ZTdX7xySyT01XcTonudldTXXnLxiBrBzyUyzrJTJ0PPptpGmIup4TbLbN+jY/TRxOLPDamaa24qy6VdZ6MVvjpRzM8Hik1j/Pm0QRb1i/PYWqLOYhGHAS8CoN9XmZmbc/DixbClRDn2gdFwiqyJKBpJh9+Psula5lV/0aZE37dvX316q6GZvLBp7PceVBYNQl/NTat83PkQHTFsVIq61y6luXJ2LOwg8cts2tb6LltQlbj4rUcH3w2u6q3o6/b/ZWaDts5cnlb1HWOLRsCHDsY+0q6XIZh8fGZFFdu5pb9bt0aHwd2h18rCXslervdvHOqnRt3CnxyJvnczwqi7R1yOlb+7lSmTjLdIBhQXqtH5FI8LolIWMWhitRqxnM9yRvW+nj7RAKPW+b67RyfnEkt0s96HSzLwrTswqTn4VBFBno9lMq63fj+NXA6JBRFIhZe3aAslXVb/PgFt1ZYwcXjccvs2GKLt/70o+mmJ3O+mbPXI3PkQIxiUWNiyvYiF4oao+PlFQ3Irg43R/bbEZHkEi+mYdhdQLZvDuD3KUzO1PjZR9PMJJ+fThAJKhzcG+HxkzKfnk0uM868HpnONheqKvH4SWmZpptdjWh9bQ3NX4dWgvy3lQWDYr6tk2XZuTeKAmbF7o+YzjewLAHLsha9+JYFT6eruFyQztURJQj4HPz8kySDPS7++M/HKJTqxEIqsiSRTpdZM+hlJlnnszOzFCsGZy5kyBcbrF/rZWyySrWqIwgWmQV5NuWKzoefJxl5WqW73cXenSGGBjzoukki7mBiqsqjx6VlKr+maTE9W6NYaGBZFru2BZpJjfGoiiDAnm1B/vzHE1y8kuYf/u7AiouqINo5PImoSq6gc+VmDkURyeUaeNxSM9y4cBK696jIrXt5QkF1WbJ1KKCwa2uQWMSJoojsWmBYVCs6127n2bYxwLun2vjyUsb2HBoWdx4UiIbVZm/DclVvSiZcvZFjJlXn9NHFzW7bE06+93Y7T0bLixTI53fT1pLJwe+zc50ePC6xZWPAVpgu6q9s1BRLOm6XhKraVU6CaLcbWT/ow7eK7MU8L9K2sseoxYUrGbK5Bgf3rp5DshTPkmKGhfi8MscP2om25YpOrqDRHnc+tyrveXS0OalWdS5dz7J7W+i1FPKfhyAIbN0YwL2gdc7LtitZjXxB4/zVDLpmojxn4f06mZqu4vPKxKPP/z5VETm2gi7aPJev52g0TL77ZtvXsuC1xZ20xZ3NTgMHdguresxEUWh6WNYN+qhUDe49LLLtJftHroQgCHQkHCTT9VV7fs7j8dhjtlhqvJY2XLliIIhQqxvcfVBgTf/yApdo2K68rNeNVc/HNOdy45fYpT6vzK6tIcYnq9Q1C1kRGZ+ocPVmjiMH7BzLaNjBm8fa8LglJqaqXLuVo1I1iIQdK87LsYiTN48lFo133bB4OFxiYrLa3OQGfAqD/d5mC7Gl5Asahmly8VoOVRVZv9aHaZpzm/IqU7N1tm7w43JKvHu6HVkWeP+TWRwOkb7uZ+FGQeAbdy21jK1vK3M+T3Pu/yQRfF6BgQEvpRK4HNDQoJBvsGbAy+XrhaXvENWKRSAgojVMTBMO7gmycX2Y0fESf/xXT3GqIv/0v1rHtVtZrt7KozUMejtdCJZFqdLg55/MkEzV+cE7XWwc8vP5l0kamtnMefJ7bS2mznYXDx8XMeeSOYvFNIoCvR0uLt3IL7u0Wt3g83MpImEVSZboaFOIhW2DpzzX4iWZqdPR5mLdGj+SVFoxsfHqzSzZnMaxgzHbW1UzEASBz84lEUWRzet9DPR6uXYzx2y6zumjieZOUxJtvZyl2j0Oh9TslXbnfp57j0q8ddzeFQcDCicP2215VEXg8P4oimIr4T8eKdPQLNoTLobHyly7mePk4TjhkEowqGBiLW+fIQgEfMqKTYMvX8tSLOts3WTvAGXJrshaO+ClfU5kdLDfS2/Pypo6q5HJNvjw8xm2bQ4SCTkYn6gSizgIBdRmY/DVsCy7lVDQr6yaOO5QRd48Fuf67efnsjyPyekqsiwsMoIF4VlLo3u3c9x7WOQ7J9teK4QItjhwoajxZKyMblgoX68uI9WawaXrWTraXKsmNr8qumHLI+zfFVlRlPTrxLIs6nU7oV0QaCZDr8aZC2kUWWDvKsUU+3aGl20eviqpTJ0LV7Ps3BKk+znCtJWKjsWcHMRcPt5Mqv5a59PQTGp1A79Xwe2SsWhgGBbyKiupZVmcu5ShUNQI+F/PQO7pdBENq5w5byeHJ2LOZe+fJIts3xxAkgV+/P40u7YHl+XniSKrhusuXM2SL2qcOBiz87Mc4pzW3rP7U60ZTM7UmJyuUm+YHD0Qfa5X2eeVqVTtXKqhQS+1msmVm1k2b/DTP2cIeT0yO7cEV/x73bD42UfTuFwSm9f7kSRxUb5WMtVg7GmF9YPepnF572GRfTtDyzZtJhbCXCHZN0XL2PqWYi0wnQTB/p/TIVMuapgWOFTQNOjr9jA6UW1KRCxEUexG1aoKVgVUh11d0tB028gXLPZsC3L5WgbTsLVLNgz52TDk5+KVFLU5Bd+ZZI2TRxJUanafrPaEi/n1/eFwkSs3svR0uXjzWIIzFzJ0tlk8HrEXsaMHYot2kMWSzo9+Psm12zlOH0nwW7/WQ8iv4Pcr1OsG//69cW7cKXLkQJi2uIOhAe+iarha3eDqzRy9XW7u3C/yaKTE1k0BomEHLqfElg1+4lGVUEDh/uMy/+qPR2hvc9Ld6W6GV/w+hS0bg2xcF2j+TDcs7j0oIIgCG4ds/asrN/OMjlc4eSQ29xyEpgfq8WiZ23fzHDsUw+9VePPosxL5WNjB0KAXz9xENNjnZRC75dDUTIV9OyMvrEqTZIFaw+CDT2fYvjnI0KAPWRLYsmFxePFVQzIul0SpbDAxWaWrzcXh/VFikZdbBGp1k2u3cnS1u9gbWnlRnV/AVjIgXwbTtLh0PTun+r1cPqBeN6hUDbZtDn7lZtmb1vlZt8ZuxZTJNnA4Vm5f9Do4HSI7tgQJ+hXKFZ3PzqXYtM6/rErwVYiEVL57up3ZVJ1HT4oM9r1aTtmrMDJe4drNPHt3BpvtYF6HTLaB2yV9LSrjhZKGrllNQ0OaEx6NRx3P9Sx9cT6Nblh852QCQRB4Y2/ktUNKN+8WGBuvcPpYnHVrfayfq9ZbSHJOWX/TOj8IAk5VZLDf+1rhbrDn8Fv3CkzOVOnv9RIKLr6X9brB+5/N0t3hor/HQ6lk4HIu/y47QiIs25SDPSdKInx6LonLaWsOhgLqIg/a2NMKkzM1Du+LMDxSfqmM80pV5+lklba43RLt4N4oHQnnqs+rUNK4eDXL1g1+GrqdI7ZuTYSB3uUh/e4uFx6PiGvOe5YvaNy+XyDgV4gs2eAIzc6Q3xwtY+vbyoJxMT8sRVFEN+ZCisKc10sQEJkTPl3yNDUd/D7RtukFW9jUMCyyeR1BBEO3GHlaZcNaPx99kWJ0vMovPp7m9LEE/oDD1lsRJaZn6pTLOk6HSCjo4PjBuD3hX0hz824BXbc4dSSOz6uwYcjH3QcFhsfK/No7HWwY8mNZdtPnSFjl03OznL2Y5vjhOIf2R5v5K9lcgz977ykTM1X27Ajy7pudzUlsYspWqR7o9XL3QZGffDDFwb1RvvedDrLZelOnpVDSuHW3QKmsYZrgdImEwnaosLfbQzbXIFfQ6Ot2IwjCotyWiakK7/1iip4ON+sGvciywLun2zANC7dT5vFIifaEC7dLshvrJmt2CfLcc1qYZ2TLSQSXPVJb/NSuoDt5JP5cvZ3tm4Nomsn9xyUSMSfDoyUmZ2rs3hrEucJE+rI4HSLr1vhwuyXOXc5QrRq8c6rtpcT+XE6J4wdXTxp++KTI1Rs53jnVhtfzeourKAoc2R9DXMUpVqkaTE7Xmvl9XwVRFFBFgWJJ45OzSeJRB4f2vXzY83kIwrOwVrmif21iiqIo8HikRCrdoKfLgzrnecjlNSysV9Jweh4Bn0J7m5NwyIGmmVQq+oq5dPMc3LtcGb1c0fn4TJK+LveicPzrcvlajkJR490325ElW9z1zWMr67/phkW1anDjTo5ETCUYdDTHiz2vvN4D6elw4naK3LyTJ1/UOLWC/tx0ss7wSIXBPrtnal+Pm1jE+drjtVo3GHtaQVVl1vZ7lh1HkgRCQYWHw0VSmQYnDsVW+S574VjJ6Ng45MOyLK5ct8N1o+NlrtzMc+yNaFMUdvuWIBvXmYgCPJ2ukc43aIs5mxp4KxENO3jnVBtOh7jonVgNw7CYma3xYarO8UMx3jyaaErsLP3c2Ytp8gWd9oQbt0siEXPw9vG2VTuAvEZ9wtdKK0H+28rCnC3sJHnDMO2G03M/FABDn2vFs8JYN0xwOyVyBZ1gQCYSdfBvfjjCH/7RE5wO23D7+IsZTh6J87d+tZNMTuOP/sMYH30+y8dfzKDVDQIeiVjMgSwL/I1f6eKdE3Eu38zyz/75A/76w2niMZXN6/xMzdb58nKWgE/B51PZvS3I/t1RwkGVf//eOH/63jijT23JiDX9XnTNWJQwmslpmJbF8YNR9u4MY8yVr2uayZ/8h3F+9ItpdMPC7ZII+BTKZR2XQ6Sny9M0mioVg6mZGl6vQkfCxeG9ESJBhfuPiqSztgbS+SsZqjWz6U7XdZOzl9KUKwa/8mY7777Z1tx1hQIqkbCDTK7B+StZpueU7P/6/SnqDYOBvpUbFC/FbntSQNNNTh6O0dHmwvkSf6coIpvX+wn4FYolnUvXcnzweeq1qprmEQSBdWt8FAo6vV1utqwwUT5PjTkUVFdN8J6eqXH/cZl84dUTgW1hWfu6ggFlUYugQlHj3KU0xZJOKKjy9onEV0peX0ihpPHh50miYfW1+hi+DB63zNsn2tB0k4fDX72tya6tIY4fji0qwvjycpoz59PP+atXIxxS2b8rjKqIfHI2yfkr2Vc+hsspsWNLkIH+ZwtsOlPn2q3cS0mjLGXrpgB7doReypv7xZcpPj2XJJlu4PerK8oFvA4ul0xDM3G5JKJhdcWE9A1Dft48Hsfrkbl8PcsHnyaZnHr1TgTz+L0KawY85AvaMqV8sNshHdwTRRBFHgwX0fWV5wdBtMNpqyEIAru2h9i8wc+Vmzlmk7VFni1VEfF6ZHTT4vC+CD6PzBfnU4yOP7+zhcspvbShGQrYVcr1hsmnZ5PEY84VRXXzBY1UukFXm5Nk2m4YLggCwYCysuFnWd+49EPLs/UtRVw4OOcS4yUBag0B07RtK0G0c4x0w0IUWNbKwTShVNHRNdi5NUjIp/DBZzPkC3b/QkmErRuDjIxXePSkhGEYDPaFmE3X+fiLFI2Gye/8Rhe/8mY7iiLxs48m+cufTVMqaawZ8LF9Y4D2hJPiXKuKWFjhZx/NgGVx5I0YqiJQKGp2ixbTsie+OQXwVKbRbCCaTNcJBWS+93Ynv/h4mjv3i7x7up1Y2MEvPp2h3jDZtdWeZEslnWjYwWDfYjXlas023t48GsfnU2wBR9MO4d19UOTH70+haSZ7doSo1Qw+/GyW/bvD+H0K2ZyG1yWzeYN/xRd17GmFeNRBT6eLqZkaqiKycchPLOJ4qUnk8WiZn3wwTVe7izX9XrZvDj63Is00LW7cyRP0K00tsa0bA8iKnX/3OhvkQlFjdKLK0ICXSkUnk2uwZYN/WSuTXF7j07NJtm8O0tv9agvUtk1BomHHa+UTfXEhjSgIK3pI5r1ZA70efF5bzLdWM57raXlZHKqt/dXfs7ihuGXZPde+rrAiwMhYBU0zWdPv5clYmamZmi3u+QLRzaU4nRJOFo+fXdtCL22El8o62VyDznbXCwsMbEHfIKr66oNOFO2emPMMj5X5+PNZXC6Z3m436it64SKr5AlalsWjJyW8HrlZZBMOKoSDKuuHfChfsY/mPLm8xl//YpJKVefd0x0relxgsbJ+rW4SjznYsvGrGfLDoxWcDoG1gyvnVY4+rZDLN1jb7119fjAtROyQ2jylss75Kxk2r/cvUv3v6fKwpt9DuaIjis90yDTN5JMvbEX7HZuDTCdr5BdsmlOZOoq8XNH/zoMiUzNVjszluT6P9oSLE4ej3L1folS29QC3bw7Q1fFsPgoGFN48lqDRMPjifJq9O0K4nDKJmGPV43+TlYjwNXm2BEF4WxCE+4IgPBIE4b99zud+XRAESxCE3V/H9/6nzKJERmFOHV4ScLkETMtOjjdNaDQMO4nRYpl3S5bthE5BgJlUnWJJs8XoBFt3y+eVObA7wqfnUly7lcPtlvlHvztAQzdJpuv0drt4+3gbiiKh6yZ/9BfjPH5c5G98t4P/23+5jljMQa6os29XmPc/nuHPfvSUDWt9bN0UJJfXuPOgwA/fm0BWRNYOeBka8PDuqXbWrfGxpt/DX/50ksejJc5eSHP1Vh4Ru8dgIu7A6ZBI5xqkMnX27gxzcC68s21zgN/41W4G+j381U8nuXw9g2XZ2lgX55LKAT47l+LTsymGBn3s3Rli3Rof75xqY+OQH0EERRWb4ppvHU8QDMj8+P1pcvkGk9PVRRpMdo9JkXrD5MLVLLGok3h0cVigUtFXLSePhlWOHojyzsk2bt7J88FnM03JgWrN4Nqt3CIvn2FYPJ2sLhJ/FASBTUN+tm8OrjpppDL1VXVwkuk69x4UKJY0ujtt1euFhpY5V0H4eKRIMKjgdr361OD3KWwY8q842dXrBnceFCivIpDpUEUcqyzobXEn755qIxGze19+cibZ7Ev5VXGoIvt2hpe1/xmbqPKTD6YX9dWcx7IssrnGK1eBHtoX4dhBO8RTqRjki/qyrg/zvKr3MhZxPLdFzkKGR0p8di7J1RvZlxIs7e12v3R7qHrDXLXvnSoL9HS5Of2CEPrzKFf0ZcK3um43zJ7vHXrvUZHJ6Rrr1nhR51rPfB1IkkBbwsnJI3HaE047V+rTGR4/WV13zuOyG9Ev7ILwqpimhWlYOB0Sq9nlogDxsINGw1y9K4Ow4H8Ljn3nfoGbd54VMgmCwK6tQXq7PXx2LsX9BR0BZFmgt9uNoog4nRLfPd3B0IDPbi5uWJw5n+byjdwKX27xaLjE2Usv533t7rCV5n1exdZKvJRZNK5EUaA94aSzw83BPRFyeY2Pz8yuqE84d1GsKCL2H5GvvG0TBEEC/mfgNPAUuCgIwnuWZd1Z8jkf8H8Bzn/V7/w/AgLP5B7EueR3U7cwTMFW+RVAliBb0MhkNSzBbufTWOBlNk2QZQlBNFg/4MUC8gUdSZYQGzq1uh26+dXvdPDXv5igVDJxOESG+rxgQb1hNb0HsiwSCamMT9aQFBG3S2L/zgiWZZEvaJTrDSam6ly6nuG//283YxgWw6Mlxp6WcThkDu6JLKrGqTdMHo2UCQYUtm0KcOteAcOCowdjPBkp8Zc/nSIaUTm4J8q6Nb7mDlyWRWQZ8gWTsYkq6VyD/l4vDofEqSO2uGGprDM+WVkUarp8LYNDjdCecBEKqLx9/FmuhSwJKIqI2y1RKut8fj7N9k0BNsyFlQ7NeVsy2QZDg95lCuG6YfHRF0n8PoUjB6Lousm9RyU6EnbVUCigsntOVbu7w03AryDP7bYLRY0Hj4uEQ2oz4VtRRE4fSzQ9d9lcA0kSnlt5Z5p2DoOdWJ6gUtG5db/AukEfAb9CX7eHaNjRzGdYySCarzA9emD1En6wDfhMtkEs4nhpTadcQePGnTxup4Snxz6HXF7j6s0c27cEFomnrsR8npgo2pIKL+NpqTdMRsbKdHe4XtkLFgrYLZhW8mzNpup8fCbJ/p3hxV0MXsDCkPOm9XYhykr3r1DU+PRsih1bFu/mvy7WDvoQRIGbd/NEwg76er4+793HZ2ZRJJGjB2OYprUo1NnV4f7K13P/UZEHj4u8c7q9GWpWFJHjB+PN/DVFtqvphLk5wzAsLt/IEg2rKyZavyw+r8ypI/a88fhJiamZ2nND7rpu0p5wUqkbXLyabc4Fr8r8mH//s1nGJqqLvIXzdHe6mUnW+fJShi0bVvai2fapxcLSbp9XZsM6P64lbZKmZ2uMT1TYvS1INLK4KrihmTwZLbNu0Ieqinzw2QwDPR42bwiwf3d40TOfZ+OQn1JJR1slxLkSD4dtA3rH5iBPp6ssLUkvlDTqdZNy1eDB4xK7toVIrOJV/+ZNra8njLgXeGRZ1jCAIAh/AnwfuLPkc/898P8C/unX8J3/6TP3TiiSnfhumZDMapiYeJwitYbJ0KCHZKrO1GwDZe5Jzhto8zgUcMhCs5lpV6eTZLIGAkTDCpev5/jycgZFFfF4BG7dzZNM1ZFkkBWLet0gX9T48LMkPq+KyyliahbpTJ3HIyWiEQeqIuJzOXA4GqiqSL5oJ6pvXu+nv8dDOmdXUCZTNZ6MVVg/5KO3y8PWDX6KJR3DsrhxN09Xu5M3dkeYmq5SrZkEfLbcwkyyztRMFadTZuOQ7UYP+BX+9q91YZrwZKTMk/EyXo9shw7W+oiGHfT32BO72y1jYXv3pmdrqIrAvUcltmwINA2c9oSrqZF1eF/UbpSsm/YzUEQ0zeSH701gGCb/xe8OLHpUsiQwNOjFoYqMPi3jUCXuPypiWdayEm3bUHtmrMWjDvbsCC9TwJ5vjWGaFp+fTzWNKKCZ97N24FlIQRQF3tgdeZa/VjUYn7CrgAJ+BUkSVtX4KVd0ZEngxKH4S4UoxycqnL+S5dSROJIkUCxq9M4VHaxGPOrgrWOJRQajrpvkixqatnwaNE2LesNcMdz6suHNbK7B1Zs5HKpIX49Moajx8HGJDev8L9S78vuUVZO6g36FbRsDxBZM7PmChmEsf96rYRdorPw7SRJwuyVkWWB6tsqlazkO7ot8bcnvLqfEpnV2Q+r5MVGu2FVj/b2eFRfLl6W/24MowuXrWZLpOm8fT7xymPR5GKbtwl96jgsrUwf7vPT3eHgyViEcVPB4ZJLpxtd6Hrmizky6TiSkrtoXcWyiyoUrGd7YE6anw4X5ip7QhUTCKpJohwv7e1Z+14plu0hipUpEGwtBsAum5hEEgWMHoty4k+fJaIn+OWM0lbF7km5c51+04cgXNIaflOjp9BDwy+i6RVvM2axYXcm7app2T1pVFRHFl8/Vs1vwFBga8PH28bZlv792M0860+D44Sg+b5S2mIN8USccVJbfn29Bu56vw9jqBMYX/PspsG/hBwRB2Al0W5b1Y0EQVjW2BEH4h8A/BOjp6fkaTu1/v5hzI0M3wdJtL5ZhQDqt4faIlCommZzG3u0hBDJYlt2uZ6GhpcpQqpgYlkWlaiJJAp1tbmZn7YajWzYEyOQa3LqXRwQ2DQW5+7DEQK+bUEAhl9O5fidPwKeQytZZ2+8h5Je586jIzftFsOzGoqGghM9nq3n/9q/3UKnoPB4pUanoHHkjSizs5N6jIg+Gi1SqJlOzNY4djFGq6AT9KtGQnWTvcslMTleJR50c3BelLWaLFv70o2lcDpHOdjfg49qtHOWqwexsnf5eNwP9HgIBhdlUDVUVURSRo29EkWWR2/cL9Pd4+J2/2Us62+DDz2dZv8bL1EyNwT7PMvmA+cqea7dz5PINJEnk9BFbjHT9Gh+5wrMwnWVZpDMNfD6FoUEf2VyDn388w7ZNAU4fi+NeYigUinYYd2EJeLVqcOVGjp4uF3u2hzEMi+t38oRDKn1dbkRRYO+O0KKFYl4deaGxBSya9KMRB9852YbLaf+dYVjce1QkHlHx+1UaDTuMrOu2cnzQr3LkwMtV4nW0uTi4RyAcVLhwNcvMbH2uifDqBowgCMvyw6IRB9+dqyxbyr1HRe4/KnFwbwSXU3otmYd41MHpY4mmQZHNazwZL9PT7f5K4qIOh9T0es5z4WqGas3gu6fbsSy7KXUoqL6WWrrHLXPycBywW0TJsrAoh3O+4fRXMR5EUViUAzWTrHP1Zo5QUKVaM8jntVVzGJ/HvEbdk9ESjrlQ/UJ0w6JY1AgGVlgQX4JQQKWjzVx2X7P5BppmNfMFa3WTa7dz9HS66Om0Wxz1v2IO4vPYsTlAe9zBl5ft525Zdjut7VsCTY9bIuZgx5Yg0YiDB49LXLia5dTRVwuh1hsmqiIQCqisHfQx9rRCNqetaNRvXh/g3qMS12/nOXF4eUXi/L9Xuu2TMzU03aK/1zZyjLkk+KWeXZdLoqaZzMz1R1UUcVVttXmu3sozPVvD65HsPr8vKbvRFnchywLF8vKiAE0z6el0sXbAQ9CvEvSrPHpS4tL1LKcOx5cZwJbwzVtbv/QEeUEQROD/DfzdF33Wsqx/CfxLgN27d3/TXr9vBZZluz8lGRwOAVWykxoV1Z5gVKeIxw3lCssqYxRVQBDtXn3VusnQoJfebjeXrqYxDNi7I8zenWH+5b8bplE3+Zvf76Qt5uLcpSTpnMZAj8q6QS8+r0Jvl5vPvkzy5z+ZIBZW2bsjwrFDMc5fzHDhco4tG/xsWu9v9q4yTDh7KUOtYTB42sf4ZAXTgH07Q1y9kePRcIHjB+P4fTIBv8p3Tib46YczVGoGimw3lJ6erhIKKuiawf5DMbrnQhDFko6mmawd9FIq282LN60LsKbf3pV9ciZJqayzfXOAm3OJ5oIAN+/k2LopwNo+D2sHfKuG5Wp1O/yUztbZvik412haY/vmwCKDIZfX+ODzWbZuDLBxyK4aPHYwRijwrCdYvWEbuZJo55E5HGLTQwX25LV7e4jA3LkYpsXkVBXLsJNZb97Ls31TkLb4s8njyAvCfPMsNCjqddvV3mi4qY9WmJ6t8Z2TbaiKwIa1vldKBHc5JXq77RYkmzcE6O1q8NmXqaa35FVYzRiJhlWqnS5u3MlRrZq8c6rtldvQLDUobHHItkXXev9xkUxWY++O0Fdqc7NjSxBdNxFFgcnpKp+cTXJ4f7Q5Zl+XeNTJ2ycW7+pv3yswMl7h1JH4c3v3LaVSNVY1Mnu67PB2KKBw8VqW2WSd9UM+1NdU6O/v9dLQTEplfdF79mSszJXrWU4eib+W2Ouafm/zPV/ItZu2FMO88e52SZyYa400v0F63gLf0Ew0zcTjlm0JhJt5vO5nAsdLEUWBjjYX755ux6GKTM/WSGca1OsmzJ2exy2zbo2Pc5cyPJ0ss3HIj+8VtLYKJY0PPp1l0zof69b42bsjxGSbq7nxqNYMHo2UGexx43bLxCIO1g96qdYMWwpohUe9UjWiLNtz0vz4zxc0bt/Nk8832L4luKgyWFVEdm4O0dAtcnmNMxfT7N8ZXtW7BxAKyBiGnVAvScILDa079/NUqyb9fW56uz2Lvn+eR09KXL+TXySW255wsnNLcEUPvogdHfom+TqMrQmge8G/u+Z+No8P2Ax8MneT24D3BEH4nmVZl76G7/9PkwUuKsOAWg0iEZFIVKVWtxXkqzUwDehsc3PvcWXZjsVOIhWxTBAsCAQUJibtBs2mAW1tc0nepgWCRVebC69XxeVSMDSQBKuZZ+V0SnS2O5ElgVxeI5VpsKbPi9YwuXYny637Bd462YZDtZsGH3sjxp+9N87nX6Y59kac7ZsCVKoGWzb4+aufTTIxVeW/+282NHe+iiKxbVMQh0PA61H457//mHJV57/+R2vZvjlEPOJoLswH90bsXmupOpevZ8kXdHo6n3mp1g54qWsmHW0u3jpuezZmkjUURcKpivz0oxksC04fTazoMfG47HN5NFxk7YA9c168mqVc1nn3dHtzUvL5FPZsDzd30/NVO9m8RltcoqGZvP/JDIm4gz3bw2zfEmheQ0MzUWR74llYlq7O5Wtpmsl7P5skmWmwad1iIVPHCqXQ8887V7DzrppirbrJJ2eTtCdc9uLsEElnG4QDtgq+IAjLPGQvQ6Go8f5ns6xf46On0029bq5acv6yDI+VkUU7iTo+V4QwNVOlWje/ln5/giA0Da07D4pMz1bxehTy+cbcu/L636HIYjO0FQk72LsjTOxrUo5fis+nEA6rSJJAOtuwW2O9IDl+erbGF+dTHNoXpS2+/LOy9Mww3bU1aIshf8UWRjfvFhgdL/P28UQzZ25el+lllf9nUzXuPSyxe0F/1XmjdqHXbOfWIA1tscdrfmPU5nTx3dPP3wRcuWFLHbx1og1ZEkhl6jQaL14e53szPnpSYtOGldvOdLQ58Xpsb+ireApFYGKqht8nMdjnxe9V8K99dt+yuQa37+btd1kVeTBcYssGPz6fuvL7YlmLKhGXXsc8iZiDA3sifPj5DMbcXL7QQNqyMdD8/mJJ4+MzSd46nlj1mQ70ehnofenLJlfQeTpZoaoZnDocx+tZbjV2driYStb49FwSSYrT0+nG45YZWqVa07CWdSn6j87XYWxdBNYKgtCPbWT9JvBb87+0LCsPNOMTgiB8AvxfW4bW8xGXdDg1LXDIEpZhYRq2AWaYtvaW6pRsD9iStU7XQRQNBAHcHolbdwpMzdTsHY9gt9hoe9eFz68yO1vjzv083V0+KhUdVbHV2gvFBqNPqyTTdWoNg41DAYZHilQqGrOpOhPTdVwOme4OJ3/4xyPs3BLk0L4og30e+rrd+L0KDofI3YdFJqerBAMqiZiDRMzB3YdFnoyVm210FubihMMK2Sd1KhWd3dtDFIp6cwdTrRn8+P1pHj0p8b2325f1nFtYkj0/4c7nZP3pX45x5mKGU0eeJdQuxLIszl/NMDFV452TiWYuwrZNATRt8aIvSwKDfYuTVW/fLzA5XWXHliCxiIOuDhfBuXOYb59h95OcZbDPa6tML8GhiqiKwJEDdvPtpeG31UimG3z0xawt4trlboaZRNE2quYNy/m+cgC37uaRZJENa1/N4HI5Jdb0eUjEHPi8Mu+efn7PO8OwOHcpTTi0sp6VZVncvV/A4ZAWqay3J1zohr2L/jpUyBd8I6ZpsX2T3QZkNWNuNlXH7ZJeqP79+ZcpZFng7RP2hmMl78vXRW+Xu2mgX72ZpVK1w5fPW8g9bpm2uJNSWcc0l7eOWsh8EcpqVCo6Tqf0QsOhp9NpN6de4H3zeeVlIdiFJNM1ymWjWXhQrZpkc41mYrVdAThLT6ebrZuebUJep+fgQnq77Pw1RbaNuJMLhEFv38tTrhjs3h5a8Zp1wyKTazA8WmJkrMobeyKLxsvrany5XDJ7d4bIFRr86OdTvDnXNmyetriTt04kcDslrtzI8eBxke1bQosS2hdibycszKUaQUuwO2XYbY1SafverzRXhoIqPV1uzl3MUH8N3bTV2L8rzEc1g8vXcmxZH1hxXvF7FbZvCnLrboF7Dwv0dL74HgvmNxtJ/MrGlmVZuiAI/xXwc0AC/sCyrNuCIPw/gEuWZb33Vb/j/4gsHLqiMNdd3u6xgyA+6zbfaFgoku29WirkYZjQqNuGWk+Xk9GnVW7fy2NZAgGvwAefzlKrGWwa8lKvGVy5VeDKrQJ3Hhbo6nLhVCX+8E/GiEVU6jUDv1/hv/lHa/nnf/iQm3eKnLmQwrTg4L4o9x7Z5cNdba6mC/utE21ksw2mk1XOX05TLBucOJzg197pZOxplcvXM0xO1zm4J4JDXWxQ/Nq7nXx2NsmD4RLJdJ0bdwq8dTxBW9zJ6NMKmm4RCalIksimdYGX0l2yLAtNt5BEgb5uN/WGydOpGv097uYkmslpPBkt24aiT6FQ0pBF4aVDHpvW+wmFFD78bJadW0Ps2rY8yVqWRbxemas3siiysOJuTBCEV67cCvhktmwI2LppI2VOH4kjyyInDsWX3YeR8Qpej8TknG7YqxpbiiKybVNw0fk+D003GR0vN6swlyIIAscPxpoVZAsZHrHzUOZ7TX4dbBzyv1DEtFoz+PzLFJ3trhf2Bty9fbkkh25YizwtpbLO1Zs5Nq3zf23XsWd72NbZe4Hh4/PaYaYLV7PNxsKvQ6Go8cFns81WR0tpaCaSaHdniEWcxFZZ+Ffj/qMSqUyDjnYXqmJvwDrbn7V3kSTBbn48l2/4vLy1ZLrGoyd2NduLwq32ZuzZvxcet1yxi4TmN7OPnpQolXW2bbINAa9H5p3/P3v/FSRXmqZpYs9RrrUKCQQiAloDmQASMqFSVnVXd0/3bG+PWO7O7Nosd4008oa84tJI4w1ptKUZzcih2J3dWe7I7unu6qqsrBRIiITWWsvQEe7hWh7Fi9/DER7uHhFAZk+lreE1q7IqRMTx4+f84vu/7/3e91g3z14WmZyu8JtvJzmyP95UWtN1643NzhVFYs/OCI+e5vnV1+M8eOxpWk9kWXC5ZtM1Xo4KsWhsm2LJaEsLaChPLCPiePaySCans29XtGOG0zRtRsZKRMOOBg3ix0C5YjI5VSEedSwq/jwxVUGSqHN5F4csgfT2NM0fBT8KZ8u27S+ALxb82/+uw+8e/jE+83/qaPFGREyufF0XR1OFJEQi5uLarVkkuZWz5fPIFEsWXo/M/cdCguE//QerGBmvcP7KLLfvZ7hxJ0PArxHwa1imRTprYNRsPjnczYvRErphUCgqqArceZAlHnVSKFpEQxorV7i5cj3Lyj4PlZpFX6+Hvh43iiJRrQnT0UdPCrhcCscPdzGTrKEqcO9RjvuP8/R3u3CvUvju+xkO7Ys1bQCxiJMjBxJ8c3qaJ88KzMzWUOpfcHiVj1BA4879LE5N5sVIiWu30nTFnSTiLtZ1SCVLksTnx7rxeVU0TeH2/Sznr6T4B38y0CjDyJLN1o1B1q32Y9uC/+XzqBw9mGh7zTYvDr1mYZqdRRidDpmuqJMHj/I/WHDx3qM80zMVDuyJ4nSKLjNVmTPlFlkIw7KbeA813ebGnSxdcacIcN7gFizLplgy35iwni8YSB2C1tHxEo+eFti7K9q2+1B4dtr43tILsVQ2eTlSZHCl9404Ti6nzAfvhfG34YwsRHeiuUyVStc4cyHJB++FGz+r1iySszVKZeMHBVuput+g26W8UUZnZb8Hj0dZNkHbNG1mUlUiYUdjw3XV+XrRSOs1qjVRNu/vdb+1N+bOrWFqNatpg58f+KiqzN73I1y8NsujJ3mOH+7qyPvL5U0mp6tUaxY13aJUNtuWUJfCrh3hugSP+JyZVJXxqQrhkMbKPtEZqKoya4f9dMVdPHlRbPiiguggvH47w4f7Ym/VUTq40suqfi/3H+XYsMbfcqgMhzSOf5jg6YsCF66m8HnVhrzKfEgg0lvW0hPe0C1M08a/SBBlWiLjnIi5fnDJeT5Ss1WmZyp8fLSrI2UCYCZZxbZh5SIm5A3Y4jv/ULrAD8E7u56fKObX1i1b/KdWE7Y7kv1aLT6Xr6E5FCSpWUFeRrSvmxYE/QqWAaZhsmFtiD/8vJ/Vgz5MU5RSCkWdgE90DlVrFps3BFnZ5yGT1TEMkbq/fjtNd9yFz6cS9Gts2xKmXDS5fS9LarbK7u1hvG6VmVSFUsng+q005y7Ngi18/j7YGWXfriipdI1kqoaqyTx8VqSm28Rj4gRTLBmk0q+7/cIhBwf2RClXDKoVg3LV4OmLItWq2eBJSRKNRS+bM0jWRe1m07UmYVIQXI/LNzOs6POwYY2fRMxZT5W/FsK7cSfHyFgZp1MR6tmbQmxY2xy8ZXN6R+HAMxeSPH9Z4rNjXQ09rsfP8ly8NtskginV1bV7l3EqMwyLa7czTM1Umv5d1y30mom+QOtn3Wp/Q/z0wtVZTp1ttvhxOmQO74+xfXMITZPfqKttZKzElyfai33WdIuxyXJb7aFo2MHxQ11tSyo1Q6i1dxJ9DAY0Nq8PNBZ007QX1TdaiNl0jRt3s8xmXo+tbE7n6YviokKTkiTR1+NZNr9oPjRVSG04Ha+Du2jYwceHRbbxTQVR51AsGZw8O8O9B7k3/lu3S2FFr2fZ/LeZVJUT308zNs9qxqHJvLc11DZoVhSJnoSLcMiBadqMLRAHXg6WMq22bZuxiRIOTSIed7W1y5nD0ICHz48JXubdhznOXkpRfsP7ATEO5mcOd+2IkIg6OXM+SbnSPA6DAY33tgqHiFLZ5OTZGfKFGtGwA+dbBiRzdmyKIrV9d5Ik4feq3LmfJxR00N+hpCYjYUvLs2NWVBm7LqbaCbYtAq6Fnrw/FLYtDnWOJdYly7Ree9ktdU0J7N+xOeK7YOsnC6nx33JdkS2XM5meqeBwCHK8poLikJmcqmAvNKKWaKS+vT4Hpi3SrZWqyfNXRSzLBEmudwupTKV0VNWmt8fFgT1RSlULyxKln1rNIJfXSdWzS3//T1ayst9LKlMjGFIBiZ4uN7lCjUxe57/5F895+CTPwT1Rdu2MIGFz/XaaqekKU9NVVEXC65LZtjHIob0x1gz5OHl2hrOXkpw+l6Ras+oaKxkeP8vz/rYwf/L7K/B6NK7dSvOyLn3gcCgoqozTobB9S4jjhxKUqxYXrqT47uwMd+sbkmXZPHlRIJvT8XkVPG7xoIYGvPT3epiceR04bN0UZHDATTYn2o0H+lvVs6/cTHP2YgrTtLn3KMe5y6nGpr1za4jdO4Xx9VwQkyuYzKbnSNgCG9cG+PhwV13zS/DZLMtu+p05VGsWL0dLTM9TlNd1i69OTTdMwDsFTBvW+tsaxYaDjpbOtKcvCpw8O9PwrSuVzZb7CYccrB70teUwTUyV+e6M8KNbCFmWRHDbZsMZWunl8+Pdy+6IvHorzVenptF1c1kK6D1dLj453NWU1Xj+qsi1W2mKpTfffJeDgF/jyP54C98umary7ZnptsHqQlRrFrcf5MjlX7e+u10KO7eGGP5b5ITl8joPHucJBYQYcc8ys0GqIrz1Bvo9pLM1Tp1L8nK09KPeW7liceFqmppu897W0KLlU0mSMC344ttJvG6Fve9H3kqKYyFURXjw1Qy7Eby1m7eGaZEr6LhdKrGIg0r17XhNtg2qIqMqUkdRUMMQlm2KInUMKizJxrbNtkbULb9riuYqaZHnZVk2NqC+ZcdqJwjRbgmjk73C3OfXRVqX8+kSdnvNi3+PeOeN+JOFGGiSJIItSxLq8Nm8hdstU8lYeNwypmFSrpooarOruWVDtWLh9UAyVUECCgWDf/NXI7waKwvJBZ9CpWxSLFlEQw4uXc/hcsr0xF0c3Bvj/qMcF6+mSKUrgpheM4mENUbGSpw5Jwje/+hPB3k5WuTf/vUo61b7GR0tY5gWe3fHeG9LiDsPcpw8O0MwoDG8ysPmDUECPhVNk3n+qsjZCykUVSyMWzaEqelCV+bm3RzfX0wSjzo5djDB6EQZvWaye2e4rr8ic3h/HMOw+OKbSVKZKu9vi6ApEi63wvbNISJhcUKemqly/VaG4UEf+3fFKJUMHj0tMLDCw0eHE43yJAjl8LOXykwnaxw/1NVWGmDnlpDgfikS5bJJsWhg2eLk4nIpjI6ViYSdjUzMjs1BLDvYstDLsoSuW0JBPqTx4EkBt0tm7/vN/oBej8onh5tT6iJ4cRAOv9Yrsm2buw9yeD2i1CMsLZYvxVDTxeZhW3aje23/7hg9Xa8324BfY8eWUNu/7064Obw/TjzaHGAYpl0v87o6koXfpEsrEnKgSBJjExWu3hLlmcU4SIoitZTtNqzxs6LP01QONUxhwxMJdejmegtMTleayn1dcRf7dkU7lpjno1A0ePBIzMm57JosSwy+gWr922BsosydBzm6Ek4GViz9WbpucetelhV97obtUTgoLKp+LG7aHDxuhYMfxPB6FKo1i2cvCqzo83RsYJAlEaAGgg4mpqtcu52pH3J+WJ5hZZ8HbPB5VW7fyzKVrHB4X7zp0BPwaXx+vIdKxeS3J4XHa8Cvki8ab1RO1DSZ97eHOXVuhplUte13dbkUNm/w8+3pGZ48L7RtQpCQkKh3R3VAOlNDUSV8PhWXS8bsQHy/9yiHYUJ/t5tQ6Mfrup1JVhifrBCLOHA5hO8vdntNOc0hwsbl2SCJjMXvMt56F2z9VFEfP5Yt9EEkIBJTWTvs4d/+tYXTIQRL07M1Vq/ycuNuAW1B9t3hEF2LpbKJqgkxymLZpFDU6e1xEvArTM1YVCoWPd0uZtM1hlb5uHA1xeRMhXVDPl6OCBNmSVIJBRzcvp/j1t0sqirTnXBy/uosK/qELU13zEkub5LP1zhzPsmGYT+DK734vcL1/ZvT05y/MsuWDSE+OdJFX4+LUsVkcqrK7h0hnE6FX/1ylBcjRfbsjBIOaXTFXeTyBo+e5rn3KEfAL0qGpimyZYmYk+FBH8V7JqWyyYf7mjWopqYrnL2UZGW/B8uyOHl2hhV9bq7eShMMqC0t87IscWB3DEWRyOZ0sjmdR09zhAKvu6jmZyt2bg018TmmZ6rcf5zjxUiRVSu8bKlnlTot7Zomc+ygUGK/dS+Lq152SmdqjE6U2bDGj6rKLVkoRZHYtb2ZtG1a8GK0hKrA7Qc59r4fJb6I/s1CbFjjZ92wry68aot26jZt15PTZSRJanl2TofcYmUEYBoW0zNVHA6ZrpiTC9dmWTPo62jkuxTmOv0yWZ2V/e5GpnIhxiZKeDxq243N6VRaRFgnpsqcuZDiyP54U4D5tqjpFucvzxKLOjj4gWjIdrmUZQdLouzY1dhcDcPi/pMC/T2uH01Nvh0SMScul7xsXaJKVVhnud1KI9hSFOmt3+9y7g9EmfP6nQwOR+duUZdLaQjEVsoGmWyNfF4n+gNlOYIBrSGBYEswOVUhk9Nbgn5VEQT6j+qyK4+e5rn7MP/G4qY9XS4iYSd37mdY2de+FBwNO5EVKJbbZ2tFHqqzuKeuW/zmxBSJmJODe6J8frybxII5nsnqjEyUGRsvoWkynx3rWfJgUq1ZjIyV6Otxt+VkzseTF0Umpit8drSbWNTJmQtJTNPm2KFWzuyaQT8SryVXdN3i9IUkA31uVi+Us7EBpJaO/X+feFdG/Mli3gC2RXefIksYhvh3V30ORMJOLKv+IhfMMVWVBd/LBFUGwzDZvD6AaUEyqbN6KIBd715RVYnehItN6/xYNtx/lGfjugCDKzzYQCzqwOuRufsgh27YBAIakYiTqekK4aCD/+wfDpEvmjg1ia6Ei3sPszx9WcDnVRlY4WVlv4dffNqLbcOXJyZ5OVIkHHSw7/0ov/9JN/29Hoplgzv3M9x7lMPjURno9+JyKsSjDj492s3BPaLk+GKkRCpT5Ze/neDbM6Iz6u/+fj+76vYqti3Ke9dvZzh5IUkoqLJ2yIeqyti2aJk+djDeCESyOb2JDxUJO7Bsm69OTuHzKPR2u3k5VsK2Rebn3OUUMynx+wv5HMODvrp+l1a3TrLrPmqveS8L4fWouJwKu3dEGu3s41MVrt3K8JdfjJPOtJbl2kFVJD46lOD9bRFczubWfMuyef6q2FSSaoe5v/F5VXbvjLQICtq2zfnLs/zbX44xnay0u0QLnE6Fj490sXVDENOyyeeNZXN5DMPqyM8KBYXOWTuhzmrN4tK1TKOUPP/+xyZKZLKtzyEWcbJre/hHy8Y4NJn9e6JsmydR8CYwTLvhjQqiK+7RkzwTU8t77m8NScIyoVpb3jvy+1Q+PdrF+jbdieWKyZffTvL0RWez5reF2yXX18TlRYWJmAu3SyWbf116FsrzP0y2YKDPg8ulMD5ZYXK60taQPuDXuHY7y/NXJTat8y8pbrqwLClJEuvX+CmWLC5fb2/CvqLPw/CAj7v3c23NwKU5F+oO6Z2JqTKvxgqE6qLMgytbrZsmpys8eJRleMBb7yKXlyzNzqZrXLqe7myQPQ9DA17WD/tJxJ3YCI5osY2CPIjkwaG9sUbTSzavc+HKLM9eFVt/WeqkMPbvD++CrZ8o5m+Ur/0ObWr1BVCWQJFF5soC5AXZYRnArrdLqyLrYSHT3+NhYIWLmWSFF6+KeD0qPq+wycmXTPp7PRw/lMDpkvnn/+YlqXQNl1Mh6NdIZ/XGfezfFWHj2gCyApdvpPnV1+PohmhB37MtzOBKH5mcwfhkiX/2L17y6InwUfzZRz10JZx8fXqak+dnKJcNppJVDMPC61JYtdLH5vWi5DY5XeZvfjvOtVtpJEliRT11f/HqLFdvCCuOI/vFiWcuEzU2UcYwbZ69FArwK3vdvL8tSjjkYPumEAc/iHLqfJIXIyVkWeL2vSy/+mqCs5dSDa4SgM8jMlm93R4O7Y1zZF8c3bAplQ1u388xMt4+eFIVYUtzeH+czRuCmKbN3Uc5Tp9PcvZyUqTFl4F1wz4O7Y2haRLPXhaXTex1OhViUScfH+5qlKoM0+bk2Rl+8+0kz162WYjeAPmiwdrVPqIRB/n80nypOTg00YDh9ah8dry7I+cona0xPvn62Z6+kOTUheQb36fTIXNwb7SlK65atbhwLc39x60Ec7dLYc2Qb9EOqKVw90GWk2dnGu85EXO+FcEeBK/sq5OTzGbEZhMMaHz0YYK1Qz+MrzU39zshGnbws497llWCnk5WOH1evJ92pWAJQbZ+U1qPsMBZfK6oikxXwoXXs7wO02rN4sCeaMMzNZcXCu0Pnr55IDi/dBUMaBw/1EVX3Ml3Z2c6zjGXUyYacbJhbWDRppSHT/P8678abQlOBvo9rFrpbSufUq1Z6IbN0Cof1ZrV9oBWT+4gzet0t23RcVqtCaFYl1NtMaWej5X9HpAkvjs707DsWQpzmbJy2WxaY9vh1ViJe49ylMsm2Da93W5cLoWZDp919VaGk+dmsCwbn0fl0L4oWzeGWn7Ppq7s/TvEuzLiTxTzF5q57JSiyOTzOpYFek2UFyeTZXweIWo6P9iygFzBwOmEagUScQeaCv+n//oB4ZBGKlujWKxx9EA3Bz+I8d/8i+c8eJznb347Tm+Xi3zBIOTTkGRIzur847/fx1/+eowbdzJ0xV3IiuCRbF4X4Lcnp0hEXWgOyOZMfu+TXv6L/2QYvWbyb/5mjBevivT1uFi3xs+GNX6i4VU8fV7g+asif/6rMUzT5qPDXfR1u/kv/5NhpqbL/LtfjzKwwkO5YnLnQR6/34Hf52PVSi+hoMZMsoLbJbOiT2wIxZLB//BvXyFJ8B//h6s4fjCBrIis06vRErphceNOlqEBD4moo8GhmU5VCYc03tsWbpzibNsmm9dZv9rXWBRHxkpcuZlh944wkZCGMW/RSM5WGZsoC9mFBYuoqsoc2Z/g3qMc6UwN27KpWTajYyV6ujun1VVVZnClF6dD5pe/nWB0vMQnR7rfSLqgMZYsm3SuRm+Xq232YSlYls39x4JXdudBjnLF5A8+68W1yKK8GBS5s+7Qnfs5kqkaP/tYcN66Ys6Oqf9sTieT01nZ526r89WOx+VyKRz6INb03Gu6hSzxRl2Z7WDbNlMzFUG6/xFazLtiTjauCzbxyt42cJuPh0+btazaYblE8kLJFKKjenvTcJdL4aMPlymbgug0HZ8sc+l6mj07w4tqzblcCocX0AY6oVLPSPd0uxrlb49H6NK9qRxEqWxy4nvhsbp6UIhAy7IYb/t3R4l1yIwuRw7DsgS/cXyi0sjazbe46aT39uWJSUzT5vNj3QT9altOoGQDtt00n9IZnW/PTLOtLnfzZ3+0knC9G7RcEZ3O87PblmVTqZhUa2aL92sn5Ao6py4kqVRMAn5t0ee9aW2AVSu8DXmLg3tj/NVvxjnx/Qy/+LS3Zf1T5NdBfjJdpVyy2srSSLbUkH/4XeFdsPVTxbwZochC1sG26wNfqtsP2OBxKiT1KqYF2oKxb1mgqlCpCoubFb0eMvkJyjWDctlEkVX+4PM+uuIuZlI1alWLD3ZFGBkt8ehJHr9H4X/1T9YJfZq4i1v3Mjx/VeI/+rsD7NwqSnZ73oty92GWB09yVGvQ3+MmFnEgyxJXb+a5ejPN733S0+BSzXF9/vrLCZ69LHD0YIJ1Q34S9ZJeqWzyP/z5K0wTtm0M8Se/H2Y2oxP0i6HqdMh0xV18fzHFnQdZhga8rOz31kU2g4QCGl6P0licTnw/xYWraT490oVZLze8P4/rNHdf8zeXG3cy/NVvJvjjn/eyZWOIYsnA6ZSJRx2EghoffdjVMHgGePQkz60HOVat8DTsjebD71PZvSNcF3uVGJss8+e/HufgnmgLGX4huuIu3tsaZHS8wthkme6E6418DEHwwpwOmSfPi5imhdAeXj50Q5RCiwkX2zaJbN38jVUEGVX8PnVZ9/boaYGHT/McO5ho+f3tm0NUq2YjCNi0vnMJ7smzAs9Hii1+h0thPo/NsmxOnJ7G51M5sGd5RtydUKkKnbq+HvcPDtxABFab14uNLpWuMZuuMrzK98bm0I37q5hcuDZLf4+bzeuDP4gkXioZpLM6q/o9rOhxv7FgZyfce5Tj3sMcXXEXPu8PCywLRYORsRLDgz5cLkGsnz9uVUWU5johm9N59rLIhjX+pk1ekUXmW6svuJeup8kVdD4/3rMsJfPFIMtSw6fQ6VD44ptJ1gz7O4oOz6ZrOBwylYpBOiu07Do2NUgIQ/N5B5NAQJTiu+JOZFk0kmRzOuGgxqXrs2RzOp8f626MZ59XZf/uKNduZ7h5L8uKPr2jruEcLEtYoL23Ndzg23WCx6Mi1/mrvd0uYhEnm9cFuHwjzWym1uS9alnCnizo15BlUfrWDavt4Uyw1d4R5N+hDex5o8Ky5kqJEk6X/PrQLEEk6ubJq+JrwboFmDPgvHUvRzzmIhLSKJZNdMNGc1n0dLl48CRPsWzgcshsWRekWrEwdKjozSKApbJFTbcJhbVGcBLwa3zwXpSL19JUKgZ7339taVGtWdQMC4dDajmRBHwKqdkKLmezTc/zlwVejJT4vY9fl5randK6E05Onqvyy9+O81/+ozU4NLmFHA9w72GOV6MlXA6ZT491t/y83Qk+6NcYXuUlEXeRmq3yL/9yBL9f5R/88UD7Uokk4fcqjI6XURS5LVlXkqSGMWzIr9HXLTS+4LV4ZDTsaNm0FEXi/e0RVg+JkkdfjxufR2FoVXv5hU6IR12kUjrWIqe7dLaGQ5NbAhenQ+b4oQSaJrfdVAtFk9PnZxge9PPe1hCWZXPpehqfR2HzhtZgyecVJ+92AYnfpy5bMHXDugArV3hwOmSmk9W6o8CbraZCgdqNyyVTrHeprh32vXFAC6IMeWhvrKPZ83zkCwbVmrlsJfcXL4u8HCvR1+NZ1vXbYY4vJ/Xwg62Pnr4ocvdRjk+PdC95rakZofQ9R55fDF1xJ6bpZ/P6xUttcyiWDF6OlhhqI1g7OV3h5j0hxByLOhfd6E3Tbhk7qXSNpy8KrOz3NF3b6VQ4vP/1WrNutY9azUaRBYE84FcplU1OX0iydUPgjZ0g5sZEoWTwcrRIwK+2DbZ03eLUhSTRkManR3solQ1KZQNF0dqua7ZtszDfutBybGSsxIWrs+zfHaUr5qS/19PyHgZXesnlDU6em1nWGhQNO/jFp73LOiSYps2X307x6Hmeo/uFWfm61YLDtbCh4MVIiZGxEsH1onFpZb+nyeprwbfnh2aafyjeBVs/Ucwvi0jS6zjKtOy6mJxIfhVLeiPzJWnAPBqNVTfftG3YtilAf4+bXMHEMiwcijgFJJNlNFXC51YxTItT55OMT5VAAteCVJkkWciy2FznI5PThcmpLKHIrydmg7jfpkxfrpjYyESCGpYlvMVCAQ1Nk5FgSVPj7oSbSs1EQqTaRTDTOpmOHuzi8fMiX52eprve0bMUhlb5GFrl4/YDwecKBVX8PnGflt0aoO3YEqKny8WFa7Oks/qSRrter8rf+Vk/aj1wmUlV+YtfjbJza7htpkuSJEIBjX27o1SrJpevp9EcMkMDy+cXvbctzOb1gY5BhGFYfHNqmnLV5O/8rK/l9xazQvJ5Fd7fHsE/r3OxUNSRO9xaX4/7B3WqTU6X0TSFaFhohY2MlzhzIcmR/Yk37iKUJKnRVTYxVeHR0zyJuPOtgi1g2d2fN+5k6uXS7rYZJtu2mZwW2UKfV2XzxiDDg763DrSABl9ubvyWK6YQtX0LmYvhQR+xqJNg4PVzGp8so+t20+EJBKdTloV7w1KYMyDvhDl/1DkkZ6vcupslEnLQvSDYWrXCQyTkIBxqPxdt2yaVrlEoGty6m+Xg3maF91UrPCRiziUDijlu23SyynffT7NnZ4RY1Cl4am+5v9u2zc07GRRV8NLaQdNkdm8P4XapBAMaNd3iy28n2b0z2uLZCkJrSqK9JtgcumJOdm4JMTFV4fnLYlNQ2bhOfa1dO+ynVrM4fznJ3l2LZ4WXm42VZVi5woNlmTx9UWDjWqGY3+5QMjFdplw2l2w2qN800Oof/O8T7wjyP1HMTQgFMQBVBVIZnUrJJOiXMA1wqJDL6bwaK9eJjwuvIbhelg1T02XWDPoJBTSqNRuXS0KVZf7NX4/zP/75CGuGvHR3uShXLJKpCrYN7nmD+NVoiUJRR1PB62oeNl1xFw6HTLnSTJj2exSQRMZkIXoSbtas8jCbqTGTqvLNqWnuP85TrVkM9HsYm6y07RibgyzD4Apxz7/+dpKrt9KAOEXP75JbN+znDz7tZTpZ5ZvTM03XqFRMxupiou0Q8Kr43CrHD3Txh5/1cuHqLP/8X71gbKJZqFFYmHg4tCfG+FSZ2/eyTT+fTddauoNcLqWxyUXDDvw+rUnJfj7GJkpkcjp93W4GV3o5ciDOg0d5bt7JdHw+1arZpFKuKtKiAYSqygyv8lKrmU0q/guRTFUbgq9zkCSJ56+KXLyexrZFk8TRA4lGd+iPibms2fXb6ca/xSNOPtgZaekitCybx8/yHcm1C9GdcPLZ8W56lwjYqjWr0Yjxtti8IcDunaGOpbxS2eT7i0kePs4DIrv4Yxhxz425SsXk61NT3FowVpcLj1uhp8vVFPjcf5zn9v1sy3w6sDvG/l2Ll8uXg0xW59dfTzI5LZTpKxWT/h4Pnxzpapu1UlWZSNjR0bczmzM4cUYo5Pt9GqrS/C6EBMryg25RyqtR0y18XpVPj3Y3zOffFLYtOpJzOaOlI3g++no8jXFfrphMzlQ7NyNIQmtqscDH41FZt9rP2mEfkgwXrqTadntu2RDks6NdPHle4MrN9Bs5OiwGSZLYuSXE0Cofz14Vm1wfFmLjGj+VmsWzV8sQzv1dRll1vMts/UQxdyhSHKIM6HZBoQTfX55l7XCAm3eyRGMa0YiDdNrE6aBtJmFunRkaDFAoGXXROtGhVtNttm8NUiiYnL+SJJPRefYiT6loIclgVF8HT7GIg0jQxWy6xNhklc0bXn/Glg1BqjWTmg5b55kTuz0KEhJ6m03po8MJnr4s8MU3k3jcKju2BNENi7OXkng8ChvW+Jt4UfNhWTY376QJ+TVsyybk04jUta+++GYS3bT4T//eYOMEdmhvnGik2Sz13qM8Dx4LsvenR7ubSpUvR0soCgys8PKf/8dDjTS616tSKJlMTFVazE9T6RoTUxX2vh9t+pxcQRBQ1wz52L45RE230HWrKfDRNJm/8/O+tt91TsIgEXOwf08MSRL+ghvXBfB5FSanK8SjzqasXqVi8tWpKVb2edqSci2r/YK7Y0uIwQFvR1NZw7T5/lKKoF/jyIHmE+/aIR+6+TrrsPD6ti181Pw+tfE8RydK3LyT5dDe+LJLh/N10Obgcomy6kLUahZ3HuTp7XYRX0YJS5KkRTe2OYxNlDl3OcXxQ4m2ZN9cXm8YpXdCOOhYVGdpTrxzsc2+WhPp7YV6YcuBpsms7PM0BSnFksGla2k2rvO3aKgtB3vfi2Bare9+LkicmCpTKpkMrfIuaVzeDrIs7luSJE6en0Gp85sWqvQvFz6fyo6tYbrizsZ7HxkrcetelsP742+c3XQ4ZGo1iys3hRbW2zSzzEGWJT7+MMFvrSmu3EwTDTsWvZ5l2RSLBsWSSanSvktYqvch2guoBNWa1ZIhD/g04V6iNNt5iYOjSU+Xm3JFOH24nEs/J8F7VZadRfV4VBRFplAyyWT1tgeNQsmkVjWJR5aes5Ik/c67Ed9ltn6ykJDq0g6SBKYlEQwohEMaj57l8Xpl0hkD07QJBVUhAdFmLFUqQqNra72uXSwJk2SnU8EG+ns8/OKzPgzLrhu2mtiSjWTBfJkdj0clHndgA6Vy82Q2TBsb+bW1UB1y3Weo3RifTtaQJIneHhfXbmVY2e9lRZ+XTEZncqbKe9vCHTcRSRL1+pv3cuzcGuLD/fGG0GU4pJJN66Qzr7MviiKxdWOoiTg6Ol7k6fMC720NEZpn5mvbNheupjhxZgbTbFYu3rE5xD/+e6vaBjCz6Rovx0rkCwZjk5VGZtLrVtmxNcSq+mdfvDrLV99NtWjxeD3tyeVOh8yhfTG2z1Ntl2WJdav9VComJ76faclEqZpMX5doVFiIqZkqf/XleFvdI0mSCAcdHU++qiKx9/0I27e08rBW9HkYWkSsM5PV+eb0NI+fvf5cWZJQljDiLldMHj7JN+lyRcKOZRkwC0HLONsX0bmaM6l+kyxVX4+bI/vjxDqUDK/eynDmwvJlPtpBkiS6E65Fg62zF5N89/1Mx7KQbdtt9ZZAzIntm0NNhGPDsMkX9be2lfF4FufbPX1R5O7D3KIUAcOwSKaqWJbwvzx9PsnjZyK7F/BrfHKki664izWrfAwN/DAlfVWRWDPoawqwHz0vcPVmhtwyZU0M0+bE99PcuZ+lO+HmT/+gn+2bA6TS1R/0/kF0k09OVxtrRbFk8Gqs1DYTf+HqLK9GS/z+pz30dyjRN6i+8uu/T6VrfPH1JGMTJQzDaowlSRJzevWgt8lH9Oa9LBevpTFMG7dLiJr+8e/1tfC6nr0qMjouMk6FosFX301z/1Gr3Eq1ZrUdo33dbj46lKBcMfj61FSjOlKtmg0ZnKBfE5yyOt3l6fNCRz03Gxts6a2C/B8L74Ktnyhs28KyRLBlGAgCpgJ73o9RLAqhx1pNmHX2JkR7vNlGismhCu5UsSpaYlVlrrxoYda74wC6oi5UVWImWUWvWdgS6AsmgduhYFm0TA4JIS8gSSDPO7lYiACw3eZdrZpUqkbDr7FYMgj6NXTDplI1CSyyaEuShM8jOnD0Bd95w5oAhmU3REc7IejXMC2b8AJrFkmSCHhVcnm9JagEsaG0tY7QZNYP+0hnajx5VmiU8BRFYvUqHz6fuOazl0VkWXqj7q1o2NEUiBVLBlPTFW7cy7F+tY/IAk7KnEfdQmKurlt8f2GGialyg5z/puiKL65eXtMtinW/wtv3snx/UZhg+32izX4+V6u3282nR7oX3aBn0zWu3sqQWqaw60IE/NqimZ/RiTJnL8+SeYPri45YJ6nZaltD6e2bgnzwXvgH+/AZhtBL6hRMDazwMDjQOUv0cqTEF99Mti3jt0MwIOxlOlkqdcK9h1nOXk52LMfP4f1tYY4cEI0Wnb7TyHiZr05NM52sYtmi67HaJvgbHvQx3Cab2QlzwdscSmWTC1dnW/Sotq4P8LOPutseVDqhVrO4cGWWpy8KJOLC0eC7s8mOtIDlIJ2tMZOs8tGHCf7g8z5cLoVnL4ucu5xqGwh6PSrRiIOBPjenziXbCntKUp21Zb0eL06HTDzmQJYkvjwxxd2HuUbme+/7UTauDTR8RPMFg2hIKOerdTmKoQFvS2bRsmzuPcjxsK5f5nLKRMIq5ZLRMkbOnE9y6pygd1Srr7XVvB6VHVtCDK30iSx+ff37/lKKk2dnqFRNfF6V3/+kh411Z48nLwo8eV7g/qMcswupEL9rRVPelRF/8pAlkOYUpAsmL57ncLskShUbVQGPR2EqWUXpsHfasgiuZMlGkUVHXK0qgiDJBtMSC1BNF6J4breKzys6HovF5kltUh+zCxZKTZOxbFPwvOaV/spFExtBoF6ISlVk2KoVo54ylpiaqVAum3Wi/OIp+GRGyANoC0ZwOqtj2faSXItgQMOhStx9kG0pmbjcKooCydka/mWUlSzL5vuLKZxOmV982oNptmo2nb+cJFcw2LQ+QF+3663b96tVk19/PSECMLfSZHg9H09fFBgZK7Nvd7TBC1JVie1bw3jdyhtrC3XC65Ow+D7XbmWYnqnwydFudFNkVmxbPI/5bfY13eLarQwD/e5FxTO7Ey4+OdLV0P75sZAr6Dx7UWRwwMvRA/E3Vo0fmyhz9nKKowdaS4lvW9ZaiGcvi9y4k+H4oa6297dUsOHzqXTFhcNEsWQsqyz2NgFiuWpTKppYNpi6Ra5gEAlpLUGgy6XgYk5kd5pYxNmSJe6Ku3h/e5hwyIFDk/n4SNdbz5X5uHUvy+hEmY8+FB6jc3zNnoSz6X3FY+1LzrfuZvD5tJZsmqpIHN4X58zFVCOr35Nw1f06324cFEsGv/xygtlMlf/gFysa83f1oI/4gqYEEGXriakyu7aHcTgUQkGxNiyEbdlItl237RHweYXkSU23CIZU7tzPUiiaTXpecz6iqipx+0EOv0dloN/TcazIssSRA/HGe1NVGbdb4eadHL297iYe28AKN7YN2VyNr0/PsG1jgDXzrHaCAa0piz200kOxbPLliUkG+j3s2PKaF3p4X5xC0eAvfj3G6lU+jh6cp+9miQaB32Uh8V1m66eKeoSlqSKlqypQrcFU2iDoVxqcLo9boVA2RS2+zWVsu640b9iUSgamLbJdMpIIuOohf6lkIiPh9SgUisKM0eFonkzliokk07Joy7KEIslYFk3CcYrgx1Optt5ZOKTR3+Phys0ssaiDUECjXDEJBVU8LoVH9dJBJxz8IEo85uDrk9NNp2TbgnLFaj3ZLMCaIT99vR5uP8i3EPG3bQwiSxK37y+PPJwrGGRzNWJhB06H0tIxZlk2j58XyeZ03tsaeiNz6IUolU0mpso4nXIL12w+0lmd63cyZOdlNSRJYnjA+6MFWgBnLqY4f+W1fchAv5s1w340VRBdjx6IoyiiY3R+hkXXLaZnFm+CAJEZjIY7lzYty162uv58zM7WePysQK1m0Z14HfzqusXlG7OL2iuBCAo+eC/6g6x9lrKJ6e5ysXVjaFl8tlJZeIPORyziZN+uKLfvZfnu+5m2WbgfAzu3BDl2KIGqSDx5XuCbU1OLvlcJcDkVHFrrO/W4FYZWeoRNS8n4UQItgKBfJR51ohsWdx/mcDplPj/WvYhUwGvk8jp//dtJvr+YRNdb7aPmhFsHB0Tw63QqrGgjmbBcPHqap1wx+ORwV9NcdbvEIWlhEDubqXHx6iyPnuUb8iPtOHeSLNX3iNZn6tBkBvu9TKfqatnz4HQqjez60ICHV+MlJiYXnx9ej9qkabZ+dQBJlrhSb6KZw5ohP2uH/bx4VWJ0rITWZkzMx+CAj/Wr/cykqjx+3lwydDoVETjbNql0m6zi71Jki3fB1k8YYkDqushA6QY4nRD0yaRzBrYtxo5l2WiqVBc9bb2KYYjsmMetoBsWpi6uLKuyCOLqnBkLUa9XFAmnJiHZtHRKyXUf04Ufky8awiOQ1s5DWX6dPZuPUsnA5Rbky3xB/H2xZCArMh6Pykyycwp+OllhZqaCoghNqLnFJ5Wu4fEqeFwK5hIljWu3M+TyOhvX+nHMI4caps2t+xlsW2LTusCi15hDsWRQrpotJ845zGZq5PI1VvR53pozMJd+L5QMQCYW6RwwWZawFQoFtXqz94+DdKbGg8f5pk3b5ZBxzhsnPV1uNqzxNzbJue/75HmRb05NN8o2Xo/KJ0e7WfcWivbz8eRZgS9PTC3p+bgQfT1uPjna1ZJ9qOkW4xOVhkVOJ7hcCkMDrd5xC9GpXJacrfKrryebrIkWIuDTWL/Gv6yS85kLM5w+P9P2Z6sHvWxY639jDbI55AtGk3foQsz3B+3rdbNjy+IBoqJI9Pd5Wrr/5pDJ6ly5kWZscvkekNWquWgZc3DAx56dEQoFg9v3s6TSNdwuZVnzsaZbfLgvyuF9Mb49Pc3Fa68PFxNTZR4/yy9pLfQmuH0/x0yqxkC/t/FchRVZqe3n9CRcHNwb4+VoiZejnTvzLFOs8Z2+scMhs7LPzch4paOPod+nYdv2sv1a52BaNsGAQqVmNXECbdvGsmwiYQexmIM7D/JLWvrUhfDbwrJE9kpe8F6leifm7xLvgq2fLMTAmMtYyZKofXs9GrUaeNxCa2smVcPvVVHk9mVpTQHDhJpuk4gJSx3dECllJBqntL4eD5pDZnSsQrlmY0uC69V0LYcoL9YWGNRWKib5ooHmlBicR5KemK5gmbCqzenx2asSV66nGVzhZmc9FXzh6iwj42X27GyvNwWCL/aXX4zz7fczbFgb4Pc/6RXPybI5eynJ6HiZX3zWg67bjIx1XnhejRbRDeHxePXWLC/qi1SpZDA1U2XThkDTd1mIVLrKlRuzwtPRrRALO1E6nMIfPsmDLbF+CaXlTqjpFl+dmuLO/SzBgMaunWF6u5uDrdGJUiMbU6tZpNM6G9b4l1RsfhO8Gitxs16OmcPunRHe6yDxMDpe5s4DwQHp7XaxeX2gaRN2OuQfnLkIhzS6Ew5S6eUbCo9OlPjNt8LeZOFm6/WofHKkq6Ni95tgdLzEr7+eJFdoDdwcDploWMO9TN0sXbcW3dDXrQ6wfk37w0F/r2dZ/KZC0WhronznQZbvL6aWZR4e8GmsHfYvmdV58arIo+eFttm2SNjBsUMJBlcsnnWak1kolgy+PDHF/ceLZ8NBiKZ+ckRYgy0nQCqVTU6fT+J1qazo89Db7W5qjHj2ssj9x3kMQ3DCnr4oNDiLb4v9uyL8wee9eOdRIe4/znPharpt84LTqfD+1hATk5VGM0E7yLIkTuhtptz9x3lu3s2y7/0owYDWspbpusXzVwUePsnT1+tZ9iEpla4xOl7i3sMcpgmH98abMl4372X5+vQ0PV0u9uyIEA5qS64J129nMU2bTetaG1/GJyvIkkykjS6X9DsOd95xtn6qqG8CUv2/PF7IFyyev8jTHXeQytQIh1RGJspMztRwqCIL1nQJhEG1jQiqRAZK/MwwRYpKqg/sVyNFcrkaB/dE8Hk1rt3KUlmw8BqGJTpa5IWnBjGRbcsmldbpTrgb/y5JtCyolmUzm63S2+UiEnGKCdztIhp04nIpPH1RZN+uVjE927Z58DjP1EyFcMjJ7h2RxmaVmq2yepWX7oSbatXk3/zVMzZvCAjz6jbYtinIy9Ey0zM1Tp5Ncni/xKp+D26Xwq7tYfp63ItO+mu3Mpw8O0PArxGLOPi9T3ra8rsM02ZsokR/r/utSk5PX4gOG1WR0RwyAZ/GvgWBqG3b3LidRdct3tseZkWvm+MfJn6QHUs7bFgbIJ3R+YtfjfIf/GLFksKkI+MlJqcrrBnyEfBrP4qv30LEYy4qNYtTZ5McORinr3vpEq1Tk5t0lUolA8e8tvQf0rI/H4oi4XTKTadsqy5KHPBpHNq7PF+/XF7nu+9nhLBphw68VUsEJkuhplucODNNLCpKj/OxaZ3wq1vOc5mcrvBqrMT2zZ01xAD2vh/FslpV20GsJUuJw+YKOifOzLB60MvGtQF6ul0tjSLtMNdxa5o2J76fIRxysHNLiFxex6HJLd/R5ZTZvC5AJCL0urYu6Gx9f1tYuHFoMslUlcvX0+zYGmJln6ej7+liME2bOw/yIEFf1+s1Y8uGAEMDItN18twMq1Z6mw6xHq/Gji1h4tHF1hipY4bHtGwePMrTk3Dx8eGulp9Pp6r89rtpdu8MsXrQv6TcSE23yOV0bj/Iks0ZHN4XY91qf5M46XSywr0HOboSTpAk1gz5m/ha82HbNtduZnC7ZTwuma0bg00HojkR4MvXZ4nHHOze0XwAnLPr+V3iXWbrJwrJntMrElmtYlH873DYSU23qNbA0C16Ei5UBWp6G52t+jomS2KgvXhVxDDA7ZIwLBtZhmA9QHgxWkbX4Wcf9bJyhVsIqS5YLLM5HVmCyIJuNFc9Q2GZMH8iS0jIMpQXZBx0w0aVZWRFolQyUJV6qa1YY8NqL8Wi2babxrRERmpln5uj++Ncv5Pm9IUkANduZ3n6okQ4pBEOOfj8o26O7BcEyb/8YpR/88vRppOsoojF0bRt9uyINCbu0xdFLl9Pk83pTE53Tqe/tzXEZ0e7KRYNvj0zg6oI/8GabnHuSqrR9mxZNj6vg9WDvkXLOOlMjXuPci3t4qZpY5lwcE+0rQfZ/cd5Tp1Lsm93hGBA4+qNDLWa0PF6W78627aZTVd59rLYVJpxaDJ9PS5cDnnJMu3cvcvK2ymUvwlCAY1Y1IFjCRmJOcRjLo4cENpepbLJV6emufPg7cQ9F0NPl5uPPuxqatY4eynFqfPJNyo7aZpMNOLA51EolRcvl70tNFVi/Wo/gyubg7ZS2cTrUZetzJ/O1BifrFCrWbwcFcr+7cpCTof8VsHIHLxulc3rA6zs96BpMkMDXpKztWWLa0qSuAdNkajWLE58P8O1NiLBsiyxdkGQ0PQ9nErj/c5l5ByaxBffTDKzoBuxUFy8HAsiQN/zXphaTawjje/rUfF5FKF4XzCoLcgyqorE4f1x4jEn330/0z67JgmS+MLUVrVqkkpV6U44lwxH/F6NgE8jnaktmul8/rLIN2emGV7l48O9MUJBBx63yv1HucbflSsWPp/K+9siHdeISsXk9oMc+YLBbKZGNm+weUOQ/btjYs+xbGbTNWbTNU6dn6G3x82R/a2eqz+BZsR3ma2fKqS6ONWcLY9lQyIms27Yz19/OYVDhdmM6CBcM+Tl1r0i8oK1S5ZAlmQkyUKvWCiyjSzLKIrQ1FHq/CjbtqlULFRNJh5z8+BRDmxwu5uHR6FoISsS8VjzCXJssoLLJThhE9PlRnrX6ZCxkTBqzVPY6ZAJ+FSyOYXuhJPnr4oMr/JxeH+cP/+bMUZGhUnxQqiKxPEPu7Asm3/2r17w/GWRP/qZEAP94L0IVt3Kw+VS2LMzSjan89/+y+eMjZeJLOA4rezzEA46CAbUphKLyGjB3Qd5Ll6bZc2Qlw/ej9K7QC07EnZy4AMn2ZxOvqjz6FmBnVtDGIZNMlVtaHfNdVR16hadTde4cjONz6swMVWlv8fdlAFaO+xnzZCv8dlPXxRwu5SGPpJpCJFUv1fjg/cilKvWW4lczsGybE6fTzI6XsLtUelOuJoI/6sHffR0ufF6On/G3IYSjzmFsezf8pEuk9W5+zBPb7d7WeKl8+FwyAyu9LyViOfbIOjXMKzW8uVicLsUDuyJkc3pfHliks3rAqz9gVy3hZAkqeWahaLB16enWTvkWzZ/cd1qPwP9HnTDplgyyOZ0kdn+kZOaNmKuzgU6E1MVHj0rMLDCQ8DXWQz53JUUPo/K9s2hhvG4bdtsXu9/48yrrltcuj5LX4+HVSs8jYycOJS4G/OmVDJwuRTuPswxOl7ms2Pdi9oudSfcQjR43rJZrphcvJYmm9f59EhX2yzjs5cF7j/Ooevt7c7meL0L43zdsMnmdbZtDrJ2+PV7Fp85y9ohH4moKL/2JFyUyiYnzs6wotfN+jV+8nmd3m5305ju63EjKxK9Xa5GSTmVrnLjbpZQ0EGPS2Gg3yNM29sEWoZh8eBJAYcmOsYDXoWjBxNNHPd8wWA6WeHS9TQH90TZszNCItbBakt6szn3t4F3ma2fKJomRL2jUNVelyQcdcX4YFB0Jmpqk3xKA7IqTnp/8/UkE9Nlgn4heVCr2bgcEi6nwqOneSpVA49bRkIEXrYFC2kXhil0UBaSDxNRB6omvBbndyHFIg4kWWKqjV1KLOZkJlUl6NeIRpykszor+7ysG/KRLRpcuTnb9vTvdil4PSp734sgyxLnLqfE9wpoLfpPlarJyFhZdDitcDctQIoiEQq2tqf7fSprh/3097o4uFfIJvy//vtnXLyaaitSGAxoBPwOJqfLjI4VefAkz0eHEk0p7jlNmnawLKErNjTg5fihBAG/Jk7aZ6Z5Uu+2mftbw7S59zDPo7owqGWJ8sWOrUE0TQTOi6mWLweSJAKQtcN+ju6PN20Kpmlz+Uaaialyx+9j2zbfX0xy9WaadcN+dm4J/aiLXLsxoWky3QnnG3/35y8LnLkww/o1gR+1Q3M+Hj3N8+3p6YY23dZNQXbOE6htB9O02xL+XS6FgT4PkbeUFFguZlJVSiUDp0OozC9emmqGLEtMTFf56uQU8aiDT491/6AMVic8fJLntyenGny4DWv8fPxhV0cHAMOwGJ8sUymbmAsCEUmSWD3oX5ZR9hyqNYtXoyWSs7WWLFIwIA4+Xo9KJqvzm++mePqiwIY1fva+H+nojDEfsYizwQ2rVk2+PjmFZVns3BpqG2gZhlXPyBt8eqSrreivjI0kt5bTfF6Vjz/swjDtpky+aQrj8nLVQtNkBld6mUlVuXxjlo1rA6wZ9PH4SYFzl2dbOmF9XpU1g74m7l5vl5vN6wNY88jAnQ6hhaLJg8c5DNNiy8YAY5OVJucLw7T57uw0T18U2b4pSDTiZHClF69H6BkufCdi2XhXRnyHdqh3jUgIrSwALAnTtpAkGsrbtinq7dhCaqHpEswJ2Qk9rlDAgWFamJaFogjh1JGxEi6XkCvw+zT+6X//jDsPMkiSWNznUr6idGmhqhDwO8lka5y9lBQebpdTuDSZlb0edN3m4rUUxaLB6FQZTbHxuNSWyYgNT58XSWd1PjncTTzqIJfX2bE1jKZKjE6WmZqpdCQ9v7ctwmfHukjOVvl3vxpr2ZxKZZOabvGf/8+GiEU0vj49zbVbs22vNR9zJZo1Q37274qxa0eE4UEvX5yY5G++HGu72W/ZEOSTw13k8iYjoyVKldf3PJuucb9NeXAOsaiT3/u4h+6Eu2mBrOlWE9etXDE5dW6GNcOiq2ru3+48zPFydPldW/O/59MXxZauIkmS2Lcryu6dkRa9KNu2mZ2tkct1JgCPjpcplsy2Jc8fiqu3Mpw42yph0J1w8Yef9bY0DSwFXbcpVyzRLPK3BNsGw7TeqPT3fKTIb7+banEGcDpk3tse7ljS+jFQKotxdudBDk2TeW9raNEgRNctbj/INXUhx6MO1q/xE/A7fvQSsmXZ3HuUA2xWr/LiqQceqiov2gE5naxy8lyS1YPejg0db4KJqTLnr86yc2uI9as7Nx+43Qp9CRcvRkqUK2ZLBmg5UBRJlI9tkZFvh1rNolI1iYQWsfWp7yMLD8sA+aLO3/x2klt3X5fTfV6Vz493MzzgZTZd4/mrIqWyQT5vMNDnJhxysGGtn0N7Y22zScnZKo+f5RtjX5LgxasSD56Iw6KuW3x9SqjvL0QoqPHRh12sHfKDLZGcraLXg+RrtzPcvJ1h0/ogWzYE2LA2gNulYJg2UzMVvvt+hgtXm9d6IeT9Lth6hzaQFLlO2AKQsRC8qFzOxEamqktIskwyVcPrUbFl+bX6aR02YJhCNTiXN4lHXPR2O9B1QdxVVZX/9//4nAdP8qweDLCix8PjZwWmUwZdcSe6bvGb7yaZma1y90GOgE8j6HPw7EWBm/cz/PqbSW7dy+Jxq+zaEeVPfq+f3i4nX56Y4vSFJEGvRiLmJpvTef6qSL6gN7qd0hmdDeuEOvDkTIWbd7M8e1nE7VLo73YTCTk58f1MU2t8uWIyW+86++7sNImoiw/3JVgz5GN6ptq0ob0cKfL9xRSqIrN/dxyHKjOTag7IMlmdJy8Kr2UViga/+nqCO/ezjaCqO+HiT/9gJTs2RwgFnW0XSkWRMC3YuM7P7p0RTp2b4dlLwdkaGS9x73Gz3Uw6W+P2g1wjkFx4TadD5pMjXU0dP3ZdT0pTJQxD8O9cToXjBxNsXr+8Es98VKpCT+pf/eVIR4uLhVBVmeOHu9ixNdTxd4IBjU1rAyiKRL7ww7qyFsKhSmiqxNlLSe4u4Fh55kmALBdDgz7h6biIfcwPxbrVftxutUkuYCkkok7Wr/Z3FOYtlow3lrpYLpKpCmuHvE0CtIuhWDJ5+DjH5NTrgD/g19iyIdjit/djQDdsnjwrUCiabNsUolgyl+xCvfcox827WfbvitLT/cMaCebQ0yVKfVPJKt+cmenIFXM6ZDZuCFAomLwYKb6V1pmiSPh96qL0AI9H/Pze4xylTt2QcyXENreQmq0hYdOz4MAyxzN9+DTPjdtZBvq9HDuUYHRCmIF7PGrHEvzzV0Xu3M83srqyLLFrZ5hSyWBkrCSy6JqM0qFzNRjQUFWZnoQTj1tpPONiyaBQMhge8NLT5SZX0ClXTMYmSnx7ZoYVfW42rWsevxIS9rsy4ju0xzxx0HmyDh6vIurWltCe0zQVw5JELd4CqU6QkWQJp0PGsmQcmkS+aHL5Zpq+bh+apmCYEquHfWiKwslzSZ6/KhEOO/hHfzbILz7twrQlXoxWKRZMHj8r8OhZgZ9/0svQKi9fn5nmzPlZjhyIIstw814O04InL4tMTOl89GGCFX1u4nEn0YiTnVvD+L0KX3wzxdVbGa7eTHPvUY6dW8KUyyZXb2bYtilIb7eLUFDjkyPdDRHCcNjB1IxIId++l+W7czPkCjpXb2Z49qLI58e6iYSc3LyXpVDUGxv84Eovh/fFCQU1uhJudr8XweuVyeV1Rur+Ys9fFblxO0OxJAIhWZaoVCzOX0kyPU/ny+mQ+cPPezm0V/BmFma3ppNVfvPtpOiSDGp1bzIhPbFxbYCPDiWaNs7JqQoPH+fqmlkd3n59YbAswQFzOIQI4/AqHy9eFbl4bZZC0SAY0Jo2tWpN8Ehm2pRu58PjVvhwX0xwTd5gDVIViUrF5PrtTFsSbsCvsXF9gCs309x92OqF9kOwZWOQfbtiDbeDH4p8QefqzTQj9WaGYslYlrzBmyLgU9vygQRXsvXzAn5hidIpWLl0Lc3Jcz++SKlh2ty4k2U2YyybvxQKanx8uIs1CzKZj5/l+frUVEtH8w+F0yFz7FCCHVtC5ArCb/PBk8UlH+a6Qvt73U3PNJWuMTm9uDjnYvfR1+2mVDSAxflAAZ/Gtk1BnjwvLkmQb4dy2aRcNXE6pEV9MH1eFa9b7ZhFt+o+tQvLiM9fFRkZL7Nm2M9Am8xZpWKyZUOQw/tjuFwKD5/k+e/+1UsePl38uQ8N+Phwf6xRRrZtcUhMpXWsuqvE4f3xJWVWqjWRPX1Q91bcvyvKwQ8E384wLE6eneHy9TSJmIvNGwIMrfI1OuIbz0f6MRUH3w7vgq2fKF5PCLnxv2wkPC6h1D4nmRIOaliWJTbM+mgSAZew5lGwUGTRZtvX5WR40IuNTa1qc/xggv/iHw3x8EmeYtng+KE4u3dGQJKYzdbweGT+4Ge9vLclxPFDCWo1i6cvSqRmdUIBlZ2bIzx5XiSdqeJ1K/ydz/vYvVPIJpw8l+LU+RTdCRcDKzzcuJujqpskYg6u380w0O9h364oq1Z6+XBfDI9b5dvvk/zmxBTRiAO/34mExNR0tWG2vGbIx47NIQJ+jV3bwwys8HDlRppYROPI/jjPR8p8fXqaQlEQUmUZzl5OoSgSA30eqlWbp88LnLucIl8w2LjWz4EPYg07IY9b4bNj3ezeGW1sNiNjZc5fSaHrFq/GSvz2u0kmpiuMT5YbJy2vR2FFrxu/T8PlUti9M8LYRIUrtzIALRvXmmE/Hx/uwudR22owzcdMqsrXp6cZGS83+ApDq7z097oxzdbTdLVqMjZRaTLi7oSehJvPjvc0lK8b16hZHbswAbJ5g8fP8mRy7T9jjtAtSzZfn5patv7VcqAqEscOJppsXmZSFW7cybzx54QCGkcPJhhe5RMckO9nuPAGGajlYvvmUFue1rNXJX7z7dSyvQtLJYNSyWDjOj/bNoXeWqS0E1RF4oP3o2zZ8GaZ0oBfaykX2rbwnfzm9FRHM+y3hdej4tBkPG6V/h4XUzPVRV0E1g37ObQ33tKde/12mkvX02/d3VmtWaRmdbxuddF3YZo2D5/kcDrkt+JUulwK64b9PH9Z4vaDXNuAq6bbGLpFLOLomFGWAaTWYOvR0zyj42V2bAnhWVAOrFRMvjo1xaNnhQatoCfhYteO8KLq+7PpGt99P81s3duzVDIwLZjN6Kxd7aM74eL8ldSSTg0guofXDvqQFIlbd7M8eFJosgLatD7ImiEvmirx9FmBy9db57CMJPbMJT/tbw/vgq2fKKR588GyROZXVV9zisx6h2K5ogv+VZv1TJIBWcYwhbDphnV+4jEnlm2BDEMr3IQDGrWqkE6dKx24XGojoPPV09PRsINw0IGmSWRytbq1joNN63xk8zrTM1V6ut0MDXiJRZx0xx0i+1E26Iq72L0jxGdHu6hULa7fylKrd0O6XQp93aL+v2bQi16zmM3o3H+UZWa2Ql+Pmw/eE2J34ZCDoQEvmirz4b445arJv/rrUU6eSxEMaPR1u1g77GtwFoplk3RGxzAsdmwNcfzDLtavDbB/dxSfV+HW/Rz/7tfjPHn+WmbC71PZtinUOI29Gi8xOl7GMG2iEQcb1gQolUy+O5sU1haIxX/3zkhTUPXethC7t4faLuSqIhHwa9x5kOPbU6/btMcnyy2K4uGQg/e2hemaJ05qWkJTZmyi9ZQc8Gt8drSL1UOvAyjbtls5c4vg0ZM8330/01SqmpwuM1YXM+1OOPn0WDe9i8gBdCdc+HzC5PtNsveWZS+pIL0wizCdrPHsZZFymyzKy5FSxwVdkkT3mNMh5CnWr/GxelVnIdvloFwxlwyg5xD0q/R0u3Ats3v05Pkk319M0RV3vbFZ9HJx+36WywssVdrBtm2mk9WOgdTaYT/7d0XxetQ3ypwuBl23mJyuNDJ6qiKRiLvI5nXKi4zvZKrKr76aaMkq7doe4UBdQuBtoCgSqiqkbzrBMEUG/eb9HG638ladwrIsMbTSSzSscfVGmmevWsWanQ6Z3TvDTCdrbTlQUBepblNG3LdLHC5HxsQ8MU2bx88LZHM6qibT3+shMU/37M7DHOGg2A86ZdG8XpXVgz5iYSevRkv85sQUmWyN44cS7N4RQdctZpLVtqba85FK1zh3KcWBD2Ls3BJiaqZCMlUVKvbZGpZlN8qJz18VmUpVSbQra9b3y98l3kk//EQxt9ZJzOlkwWzGwLQkvB6hq6Vpgv8zOaVj2m1epgVIggyPDePTVRyqjEuTKRYtpmd1BldJuNwyubzFi5Ei61cHWdHrRgayC4jQ64Z9ODSFYlknXzJRFImtG0PAS5LzyLxej8rvf9LNt9/P8GpELAxzad1cXqdcMVqI2T6vyvvbwmzfHGI6WeLOw3zD+7GdkvursSK/+XYKRYZDH0RQFEl08MwjDw+t9LKy142qyhimjapITE7X+HdfjLN/l5CGAJqItTOpKh636Hic8++LRBy4XQpuFLZsDFLTLVwuBadDwjTbCzM6HTLXbucIBzUO7IkyNlHG61UbkhAA/b0uXE65sdnevJvDhoasA9S1rbpdTaTXgE/j+KFEx/bxhQTZ569KfH8xyf7d0WUpiQ+s8ODxKE2k15t3Bcest1tIYHTq+pqPjWv9bFy7NPenWrMa5Z3b97O8Gi3z0YeJZYuLrl/tZ9UKTwtJ1zRtbt7LEPBpy/KjXD34w0n9V2+mmU3X+OxYd0smxTAsiiWz0QixcLwuhY1rAz9a4NIJgys9GIYoi1mWzcR0hXBAa8l4pDM6J76fZtvGIBvWts+ErR0WvndLwTCsZfkIjk2WOXspxbGDr82/V63w0J1wNQ5H45NlppNVNm8INrJtmiaLLuwFQVG7jr1OyBcMRsdLDA/6Xou12jYet4rD2fneb97N8vxlQbgSvKVcRyarc/LcDBvW+PF4VPze1nmRzta4/yiPz6uweUOrsjogsloSLRZefp/Gp0e7Gs+rWDK4cn2WUNDBkf3xlqxsPOJElsVafvLcDNs2hhhYIKrrdMhN2eeV/W7xrOrPzucVdl3t/DHTmRqXrqfZtV3wu5LpKtlsDZ/HIyQxJImpmSonz82wb1e00TQQizrZvT3M+nbPuf4x4hDxu8lvvcts/VRRHw8Oh8hQuZxQLts8eVGkO+bCMsHnk4lEXKRma2gqyAuiLcMA05awTQgGVV6+KvHd2SSGKaL8l6NFbBv8XhXLhoePBVHaoYl8q7GgTCVOBuJ4NFeyMU1byEQsEJQsl01My2pp+57N6BiGTXei/SajKhJXb2awLYvNi5Qz/sW/GyWTq/EP/2SAoVWdFzFVlRmbKPNP//tnPHtRoFA0sEwbl1Ph8P44/9k/GGws3OWKyFidr3eyaJrMvl3RlsXGocm4XTJ//ZvJemdUKxRFYt2wl8EBD9WqycXraW7fzzaVuuJRFxvqZHKAA3siHNwTabpOcrbGL7+c4PqdbFO2IRjQli1aGg5q5As6t+7lMAxrSePmgF9jeNVrEdYXoyUs22bPe5EfXatmcrrCr75+nXWIhBx0JZwt42khXo6WeFW3WFIUqW03lFIXelyoJr1c2LbNkxeFRUuqC7F60MemDcG27+bh0wJfn5pqBPlvilUrPEsaJ1+9meb0+Zm3Lo0NDfgaAVK+YHDmQpKnL1oFhgMBjT07I8sycl4MmazOF99MtvX0q9YsppPV180qcRcHdkebSnGSJDWtMZMzVV6NlprmWTCgceRAvEUaBkRTTEdC+TxMJyvcvJclN+/dqarMlo1BXo6UO3oFJqIOhlb52Loh+EbOBLfvZTlZ77x1aMKMPRLS2L87RiLmwjAsXo4WG5y/x08LzGZqHDuUWNzZoYMEgiRJTCWrmKZNwK+xbXOI6VSVmTZjf/1aP+NTFZ48KxDwaTgci8/VUFBj1/YID5/kuXX39TrmdMht1xPTsqnWhHjvij4P+96LcvFamhcjJVRVZKFDAY1N64PNZVlb6BCmZlsz/rZt/66VH94FWz9diJFh6CLLpaoi8BobL5PJ67hcoNfmlNjFb5sL1gyHJqEpICmQzRr0dbvYtyuCqogX39PlRpLEgiPZMLiiOYO0cB5YQksC27YbmYi5Qbxw0hgW2JbU4uJumBY2Usspcz5yeRPLgp5FWs4N06JWs1nRt3TGolozyeUNcgWDFX1CYqFSM1EVqYlr4nLKhEMqL16VGotnV9zVdpG2LcgVdXL1DsuFZRdJklg77Kev243TqXBoTxRdt/mrLyeatMjmw+/TWix/vB4FJLj3MNcoBRrGm0kJhEMO/sM/WsmH+2JcvZXhm9Mz1HSLVLrGq0X8I+dQq5qYpt22O65aNSkU377r0ONW6I45GxtmOOTA51VpQ0drwr2HOe4/XpqAH/C1ZmWWi0rV5MYt0YixXHQnXB0tdXq7XaxfE1hUEPaHQpLba7oZps3lG689QJcDv0/l0Acxhgdbs6GqIjV0jRYiOVvl/gLD8k7QNIlgUGurPfX0RYET30835ovLpTCwwrvoIWPrxiAfHe5alraXaVqcPDvNuSudeXqmaXPjTgZVkfjkcBfRBRpnsix06TodQlb0edi5ZXn8ukLR4OTZGWaSlYb4qJDtUTn4QaxJsPfJ8wLfnplmvN4FumVjkGMHu+hdLINbv8d2tzIyVuL7i6kGD3PdsJ9PDncBUgsXcq7a8mK0xMp+97KyxgDprM50qsqXJ6YW9XCMRYQczpzOmI1YZ7zu1+/d5VLYsj6A16M2StnprM7DJwWmZjodjt5JP7xDG8yles36pCuVRVfTxrVesnkTGSiWbFRNorfb2VAHboL8WoPLtER5SJIkDEt4JsYjTkzTFpwtGQYGxKTJ1he3hfwCybaxTLueGZoLturVygWpWU2TkCWptaZvS6//qANCQQemBblFTpyyJGFZy6vDDw34+PhwgjsPcyRTVcamKoxNtp5+JEli7ZCffEFnZHxx4mYk7OBPft7Hyl4P//qXY028r3aIRZ30dbuYSla4fGP5JGy3S+HnH3VzZH8Mj1uhplv86uvJN7Z8iYQcREIO+rrdDK4Qqs33H+W5ejOzJEdq7bCfz462F6e8cjPNL3878dbmuwG/xv49sQbfbTpZ5da9LLm8vmhAeWhvjIN1BfD5uP84z407mTd6Np0wPlHBMG1WDbx59qZYMrj7MNfUbRgOOti8PrCsklkn3HuU4+ylZMdAZueWEAc/aOUhmabN1HSV9Lxyv23biz4nWZbo7XYvqnbeDiNjZWHLMo9DZ1l226Dc61H5cG+cSNjJ2UtJYdpex8o+D3sWcCGXgqpIywq0LMvm5LkkksSi3XCGIRpjkrM1wiFHI6iaSVV48jxPMKDx0YcJQsEfLpGvGxa5vE61ZrF1U5DuLhcXrrSKKeu6xd1HeSJhJ/29Ys12uxQCfpWxyXLH+SyCJKn1FI3Ifu/cGiJc/x6KIjrcT52baeGRappMKORgOlkhnV5+lvbDvTE2r/OTL+pL6q/NPWddt3jyvIDqkNvy3cYmSnzx9SSpdI2eLhefHutmaKD1cGALr6I34o/+2HgXbP1EMTcmNKWuDm8JC5+7Dwvi35wKDgeMT1UpFG1BflyYibJsYRotg0ODR88KpDM1ZEXCsoV5s6bJOFwypkGDcK3UT45z/oyNe5IlbMRnafUDra6LLIu6YK0pl00My245seYLBrIsoS3CcxibKCErEolY+1KjaVpkcjoutyjnLWdjzeZ0njwrUiqb9He7GO6wgbqcMpomUyybiwYQsiyJdL0kMTZZJpMTm5hhWB1Jw+tW+zm0J8ZUssrDp527+RbC79Po7xWBsixLFEsmD57kG5vXm2S6+nvdbN4QRJYlVg96mc3qvBpduiOo08k8GnGQyggdtR8DK/s9fHK4C9u2+XV9EQVaNhyvR22bsZpNV5lKVlsPHm8Bj0ehv9dNwPvmG2lytsrt+9llv+PlolK1KJXMNz6jOx3CNmo+h+7s5RRnL6cW+au3w6b1AY4favanGxkv85tvW/0CG7BtCiWzqcTt86oMrvQ2jT1dt3g5UvxROhzdLoWVfd5G2U3XLdFoMe8enE6Fjz/sYts8/hHA0xclbt7L8dvvprhyM/2D7wVEMP75Rz3094q1qVozGZso8/V3U01rkabJ7H0vwod7Y6QztUb34XSyyndnZjp3+M1ly9oMnmu3Mzx5VkCShMl3rd7ZePCDaJO7QrFkcO9RjtnZGmuG/Itq7oHISN19mKNYMlAUiWevSiiK3MRLbQfDtJmcrjCbrjE2UWb7xmCLyDKAx60SjzlwOmSmZ6pMTVfaUhBk6XfH1Wrcw+/009+hM2wbSQJ/QELTAAlKFYtnrwr0dbvwexUGB9zYpjDo9LrFJJp/oNUNqNVsTEMYiE6nqly7nRaK2RZMzJQpVyxiYQcSNDZMy7RBglpd2sAwbSzLxuNScDvluomzgWlaOBwKHpdKPm8wM1+byqmQiGnopsSFq7OMT5axbZvhVV56ul2cvzzL42cFbFtce66zBKCry01XVEORJSamypy7kmJkvNRYYCVJYvM6P/Gwxpcnprl4rXmxM027JVA69EGM/+I/HiQc1Lj3qMBvTkxR0y2yOb2RigeRVTv4QYyp6QqnzicXfUXZnE4srPGnv+hnU50kfPFamm/PTDdlHtKZGmP10+FAv4cVPR5u3sly5fqbL9IS8LPjXXx+tBuvR8UwhArz9duZpt8rV8wluUGWbTMxWW7oTL0pbNtmZb+XT48kWrrjDMPixp0Mk9NvpiukKhLhkANVFZ2qiiLxaqzEF99MLitw+eC9KMcOxJfVYZYv6C0q7fPR0+XmwJ7YklybXF7n/JVUU8t9f4+HT4500RV/M7V32xabTKdAf8fmIMcOJd5KmT2ZqvLFt1MNDppDk1+TvX8EZLLieTo0uSUbFQ5qDK3ydRRqVVWZjw4l2LZJkLvTmRp3HuRaxEJnUlXOXEwxvYSO3FIwTZutG4Ns2fiaTD6bqXHh6iwTU83XdrmUlue9fVOQTWv9TExVlm2AvhyoisS9R3nOX0mxZX2Qve8Lz1drQWzZ2+3Gocp8eWKKW/czACRiTg7vj7doTM3BlmyQ58yom/H+tjC7doQpV0z+7V+PcvFKCk2TGej3NmWUpmcqXL2ZZsuGAIf3LT3PZmarXL+dbuwNWzcG+fCD2JJdmZNTZf78V6Ok0qKDcfW8UvZ0ssIX3wg6Rjjk4MCeGD6v+rqk2+671xMHP8Yh7G3xrhvxp4p6ujeXt1FloZlVM+CDnREuXEtRKoPbpbPv/SiaJlGriT+x5o0mVZFwOSQKlk2uaLBlrZ+1gz5GxkpkcjXuPS6gqZPIiozTJdHf7W4YgIYDGhIWf/HrUbweFVURdhjRmBuXS2Xj+gCyLGwkomGNl2Nlvj4zzcE9ETJZk7HJMv/4z4Z4/CzPnQc5Xo6V2Lk5RDik8Y/+dBU372cZnyzz5HmBdat9nLs8SyLuYMfmEJ8dTvD+lhBdcSePnxd5/rLEo6cFDuyO4nBIFMsWf/x7KxibKDE5U23hfz16mufspSSrVgrHeU0T2ao5zsMf/7yX8ckKtmVz/3GO8ckKnx/vxuVUcDpkhlZ6KRaNps7BhcgXDL49M83qIR9+r8rzkRIb1/rpSTgJ+JvNl28/yDGbrpE47iQY0PhwX4zpZHVJHkepLE62Ays8jU3xzMUktZrF8UMJZFmk+mNRZ0tn1fXbGaZTNT472tVRHLMr5uJP/3AFiTfwvpuPFyPidH9kX6yFa5bJ6ty8l0OSeSvfwUjIwfEPhRl5rWYS8Ktoi2xqpZKBUSf3LvcEe/VWhkzO4OfHu35Qaa9YMhmfrDA04G10tiqK1JbrtxQKRZPT52cYHvTzXpusgSS9ltLIFwwUmWVz0txuhWhYw+kQG93uHZEl/qIZxZJBqWwSj7YPIC/fmKVcMfn5Rz0tm3DAr7X9PvMx/2/GJis8fJJnZZ+bgP/1u0nEXRw7mCD2Fv6QlmVTrYmmnVv3srwaL/Ppkdf8rnjUybGDcRRZ4uqNNBvXBzqWJF0uBbdLpSvuZKgNp+1tMZ2scONuhqBfxQZW9ntZ2d/KASwUDcYny5QrZkOWQVXlRlmxPSRsy8KyW+eHqsq46u4U5YqJ3kERf25uqZq0LB7ak+dFXC61kT30eVV8XpWXIyU8brmjcbzPq6GpCrNZnY11E/RMViedreFyym2DplS6hqK0Lzc2aSn9jvAu2PrJos7ZssT/soCwV2bDOi8nzqVwaILH9fhFidUDHu48LDXzl+r1aQtwOqBaE4vN5nVBdu0IMzo5xdhkhc+OuHBqCoYFL8fKbN0UYu1wgH/8Zyv5//6rUf7yizGOHeqir8vFy5Eyu7eFeTFa5NGzArl8DZdLY+e2EJWaiWTb/Hf/eoRV/V5iUdGlsm93lFcjRVRN5osTE2BL/Gf/YJA1wz5ejJR48qJAoWwyNlVhMlmlr9tDPOpqTM51wz5W9rl5+DiP2yXz6xNTTE/X+F//k9WsGfKzZqiZb5HJ6Vy7k2E6WSMS1jFMW2QG52HXjjCWJTbEzeuDDA34cDpkpmYqlMoGZy+lKZYN9u+Ktn0zhaLB7Qc5VvZ76O9xc/+RKAmuX+1nqI20wo7NIWq61SD2FksGE1Nl1ixYpOcbrQJMzVS4cjNNwC8sMUolg4dPCnTFHI0NV1EkdrXxelsz5KU74WrbWj0HRZEaulK5vM6la2m2bwnh96mYpr0kV8fnVUhEHW2bHcamKiiyxIreH64HlYi5ljQJvnQjTT5v8Nnx7qYsRLli8uhpnqEBX4t33raNQSpV8wcFWgA9XS4+P7644bLg/pTpjjsXDY58XiEIuxRPybJsTp2bwe1WOHYwsaz7DAcdHNobX9bvtsOte1nGJyv87Hh322zfzq3hljEMzdIOt+9lKVdNdm0PL9rZun61rx5oNT8HVZHoWUTfbTE8eVbg7qM8xw7GWdHnxuVSmjJ7sizRFXfx7GWRF6MlVg14m95ptWoyMl5mRa9oehlY4aG/1/2jistOTFeZna1yaE+0Y/bSNG1Onp3Bockc/CBG13INtC2QaQ1UCkWD356cJBZxcuxggr/7ixVNGcgHT/JMz1TZt0v4pa4d9uN1dx7D6azQxtq9M0J/j5tEzNnU1DCdrHDizBSDq7wc7nDvoaDGH/2sF++8NejBoxw37mb5k9/v42cf9bT8zavREiNjZfbviqAsNAr+CRTx3gVbP1G8XodE0teyRGbLRkaW5jhcwkdtZLyMZYPTCdXq6wmqaRK2ZaOqUK6KtuhAoIJli2voNYv3toZ48iLPjbs5zl1J8fuf9OLQJO4+KrB+2IdpmVy5kSF4IMrKfi+//O24UKxXFL79PsnWDUE+3BsnlzcoVwxMy2L75gCRkMY3Z5Ks6HXx4EkBv0/wL8JBRyNDsWqFh56Ek//z/+MR5YrFH37a06KRIknC3uaXX00wtMrL0f1xUrO1BkF/IUbHy4yOVdBNm00dTqaSJDVMu31ekTEZn6rwyy8n0HUhObFqRYS+DsbGxZI4Ve7fFSUScrB7R5hUuopuWMykRFly64bXROiFm3w2p/PgaZFEzNXYeGczNc5eTLFrR7iRCVrR68bvTRCptzdrmsyOLSFW9LrablSlssmtexnWDvuJR13E28eKbWGa4kRrGBaXr6fJ5HQ+PZJYNBARn9H+Ga1e5SUecSyaHSxXTE6eS7JqhZv+HndLduxNsGGNn0rFatmg8gWDh0+LhAKOlvfQjgOyFGy7vTXLUqTsTFbn4rVZ3t8WZs1Qc5A9OlEmmaqyZUMQRZGW5LOACAy2bAy+tdFzqWSQzur0dLmWLeq5YU2AlX1unB3mXjt19MnpCheuznJgd5RY1NngQtr24mRlVZWbMlrz8eR5Hve8bMlyEQ5p9Pe6cDoVAn6tbQD/+Fmel6Mljh5slYpIpmtcuj6LyxlvZJDaBVqT0xVcTuWtSPO9XS4iIQeVBZy08ckysxmdjWv9KIrEhnUBXA6ZR0/F/X56pKvxHm3bJpsz8PsWKNtLNnaLyhbcuJOhVDbo6QpgmnYLVzadrnH9TppN6/xEI0727Fw6I1qrWZw6P8Pu7ZGmEiCIbJfDqbB+yM/oeJmeLlfb57gwg+r3a5QqJoWSQbSNPp3Pq1DTTao1s7W5izkKypK3/reG33249w4dII4fiiTI7S4n5PMWDx5l6e9xUtUhFJQZ6HcxNVXBobTLlM7pZQGW6HapVCzS2QqSLLJe1ZpNrWYjyeCoD9CJqQo3H+Q4ciDGe1vDlMomT16Kkl8mZ1AsWySiDp6+LDE+WcHtUtj7foQXI2VMwyYU1Hg5UqJQ1BmbqpKarZLJG2zbGOLgnlhjAz9/NcUvv5rENG3e3xZi145I06SrVE1OX0jxL/5qBL9fY+/7UVav8rFnZwRZlsjmdH79zWSTBMC6YR87tgaRJIlq9fWClcnqTaTas5dTXKpzpq7eznDlZpqdWwNEwg7WrwkwNODtyCvoirv4/Fg3PV0u8gWD5GyVc5dnuftAdDu+Gi21EHjzBYPrdzKUKybdCRefHUk0aY0psoTbozadABVFlGnniPCaJrN7R7hjq3W1ajIxLVSZSyWDL7+bWpa0A4jA42cfdQt7pX4Pw6u82LbNrfvZzqTmReD1qPR2u5fcyBVF4sHjAifOJpfsiuwEy7J59rLUlucUjzr49EhiWRIhS8EwLL49M8OdBSbYy0Ek7ODogUSL+CPA9EyVkbFyRzPjThjo97xxwDGHp69KnLmQJDvPJaBcMXn2stjR9igU1Ojr8byR1prTKRMKvBYU3b0jzJH9cao1662Myg3T5v4jYcly6drsG1k0xWMudm2PLGqQbVriM9LZWou/aHfcxfFDXXQvklmr6RZ/8atR/n9//vKN3yeIAOPnH/e0yPCcvTzL95dSDU/Q4QFB7F/R66Y77myaZ9PJKl9+N8noQi6mjSD1ys0bxZohH6uHAly5kWGkzXoxOODF51a5eD29rOcdDjr4+EgXes3i4rXZJveKas1i9Sovnx/rJlswOH0huSgX07btRmdytSYEgTsdyroSbmwb8sVOOoLvpB/eoQ3mUr2mDaYJqiJ0tjRNIZPRcTmgWLJwqAoer4Qtt8ogWJY4x0gAkjgZbFznR5UUdB00RcLpEBu6ZUGsfjKVFVF/tCxLuMHL4HbJlCqGWEBscV+yZOPziYBkaqZKNmcQDGqEAg6ej5ZwORXyBR3NKeP3qKyYxyewLJtrt7LcuJth6/ognx3tankG352d4dffTrKix8Xf/+MVLWW3R88KXLudYbbuA2jbNtduZ4mGHfzn/9EgW+vk12LJ4MTZGe4+zJHL63x1arppkxlc4WXjmgCDK4XVz3wT6uZ3YnPpepo7D3KNEtu5y7N8dXKa9Wv9DK3ysmFtgI8Pd7XoD6UzNZ6+KFIoim7MgF9rbFrVqomsSBw/GG/KDpTKJpdupHn8rNB0rcmZCk+eF1q6MMMhB58f7WKg3/1Wy4osC00dn09hwxo/1ZrN0xdFphYhuSdnq1y9mX6r7jC3S+HjDxPsfT/CprX+Fk7W5HSFS9eXvrZtQ7FotBVrFVlM6Ufz51NVGVluv2zevp/l0vXZtt2xokTlbEtI37opyPEPE4uShktlk5t3Mz9I02w+Vq/y8uG+OMF5ZbqJKZGFmu0g0Pk2CAcdHN4fb5QDZVl01F66Pst3Z6fb2r1kc3pHIVlVkTh6MM7Kfi+TM5W3NiQvlU2qbeyd1q/2c/xggjv3c9y636zjptQ7pCsVk9Pnk8y2aa5waDLbt4QY7KC1thQqFZNHTwstlk8BnyqyivVA0TAsKhWTSs3m2ctiUzNM0F8X/FyQ/ZFl2o7NrriLQr4m+LdtuHDdCRfvbQthmTamaXPp6iwnz84s2gXu9ajsfi+C0yk3iWNfuTHLucspPB6VgX4Ph/fFGnIT7TA1U+U3307y9EWRVSs8fH6su+n3Hz7Jc+9Rvv49nAyu9LZ1WRC3Kr0jyL9DKyQEEda2RWbKrkEkqLKqz8PX5SReNxRKUKpaRIJOctkKC3mPliWETRVFolSxMHSx+Xi8CjKgyOL/z2UU5ja7StVElsHlFN1gEqLMpKoyNhKKKmNb4m/nTqyJqBNNFYFNrWYhy0Iw1LQk8gWDnngzl0OWJY4eiPEv/3KU63ezHN4fw+1qHo4D/W4UWWJ0soqht86SjWv9dCecvBwt8fhZgaEBLyfOzuBxy/wv//FrHpPbpbBlQ4Bo2EFNFyfq/bsiTcrxz16WyBd11gz62DCvPX5qRmgt9XXXT00FoymQ6e128vRVkYBPa5Qd5oRi5/Me+nvdhMMO/G26sa7eyjA5U2XzelGmmbPvERpEsZbA7dmLIjOzNVb2e1o4WU6nQrli4nYpfHqkNYBdCg+f5HnwtMDHHyYI+DWO7Isxm9GpVM22Hn6p2RqvxsusGfItmjFYDJ0I9OmsKMluWONf9NpKfQNuEeG1bLJ5nbOXUvg8Kof3vz1fCUSgdXhfq7bXHIql5ZXIWq6rSKgtHJNm5Aui9BwJO1o6+pKpKldvZ/hgZ2TZFjRul9JS+lzR68briXckwLeDYVhcvpGhp9vFqiXU5C3LxrLF91075KNUNtuWQa/eypDL6/z84562P/d6VLZvDrJpfeCNxtxcCdiybE58P91xTKiqzPvbwsykqujzuJZzqNUsUpkapbLRKPHPx/5drWOkpltMzVToirsW7QAtV0xejpYIhx0E/Rp37ucIBDSOHmi+z6u3MkzPVNnzXhhZbhbKdbkUhlZ6WjiXc+pACzUR576zjfCrbYdtm0Ns3iCsyS7emKVWMzm0N7boOB8e8DHQ7228Q123GBkro6mQy9WIx1xLlswDfo3Vgz6u3koT8Gl8fry76edjE8K3duNaP7GI6MZ88CSPx622zoXfZaTFu8zWTxaSDJIk43SIgGZuwv/1V1P4vCrxmDBvxjaZSho4HOLEPTf2JQlquoTHo+DxqCiSTCAgJp+qyEiyLP5dkTAtG1mWsephhOBDSULPR5LqCvYypiHq/bohMjGyJFGpiEAtXzTQTXA6VDweGQmJqi6u6HYqGKaNuUAW/NVYmXzRYHDA3VZVe9UKkcnK5XUC/tafez3Ca/C775OcuzqLokj87FiC9Wv8TSdmWZZYM+gjEnIwOlFBVcSidvZyikrVpFw2KZUNuhMuVvS5mxbD2/dzXL+dbRB/j+yPsXt7CBDChqWywedHu3C75IZx86Xrab47l2y5h3aBVrVm1VWYXVy5kW4xy41HnS2L5s6tIY7uj7cs2tWqyf3Heb74dpKnL99O96q/z8PGugfb3P1duJZuaYefw5ohH58c7noj4cm5686VJCzL5tzlVOOEOod1wz4+O5Jo4Vq1g9xGOX1krMzXp2boijtbeCM/FnJ5nVejJWzbZs9OUSJ7W2PjUtnkwtVUWzmKRMzJZ0cS9LXZnAxTUAGsDptJvqAvq6SlaTJd8eVzuEAcwlKzwrvu+atiR3cEgBt3s3x1cgpdt+jpcnf06dyxWUgeLMZHk2XpjQIt07Q58f0MV29lkGWJ9at9rFok+1QsGVy7lSGdbX0XkbCDnx/vbuhhdUK1ajbkbKZnqpw6m2ySxwEx9u8+zDW0scIhB58d7WJwhQfLsnk1VmJiqtLoqAYh0SMhysixiJONa5uFcscmy3zxzSSjC4SZ5TlzxDbBVqVqUigYHceJJEmoqlDK3709TCziarEoqukWY5PN5fD571CSJVb0C23C0xdSS9qGgXCY2LElhEOTGBkrtbyPA3uixKMOnjwX2X/dsBmfbJVOsQH7d0nY4l2w9ZOFLUlgg9cjoWoieEqlTQzdZsfmINMzVTat9ZLOGhSLBnJ9P3Y2Jp2M0ylRq0lCIV6CYlFkdUplE1UFw5QFMbpsIcmg1f92cqaGJMv0JJw4ZAkbiXLZwulWQZZxO1WMeiA1l3UJhzTcLpFVyRcMHJqMJEs4VBnLFqdBY0HK/72tIeJRBw+elBifai0bODSJSEijUrUYGW+/2fu8KkcOxtmwWnCMxiaqnDmfYmyiVdjPtm2666nmmm6RnBVq5VVdfP8Na/xE6qTpYskgXzDYszPCwT3RxgY0f1NPZ3RGxqt4vQoXr2Uath9rBr1sWudfdLMoV0xevCry9alpRsYr7N4e5tjBeNvNdCEkSWobnI5NVrh8I43fpxFeZoYjl9ebSlOFgsHTVyWK9X+LRZwc3R/ryA2SZemNFcYty+a7szOcq3tQWrbIClUWLL6yLDVKa4ZhvbFAaCSssW7Yy+b1wSVa4t8e9x7nuFDnpcyJzr4t5jh37bhMkiRKz+2u351w8fOPutpKTeTyOl+fmubB09elaMO0GweDHwqnU+HTo10MDXi5divD0/qm1648GPSpRMMOIbTcAcLzr/SjGm7nCwaPnuZRZBqaWKsH/Ytm4hyajGnZ6G0y6sCSvqTFksGXJ6a4//h1ievIwXhDdy2XFzZfum7x5FmB0XnrlcejisqAKvPRhwl21Q93lYpJOlPj7oMc+aLB1k3BlvEwk6ry/YUUoYDWktkR9j/tv08i6sLvUZeVkV210ovPp/L1qekmPufkdIXvzsx0pGGoisT+XTGOHexix+Yg2VxtWWLM08kqmZzB0CoP1YrVVL5UVZmp6SrjkxVejpYYnyrz2dGuloyZLElIv2P5h3fB1k8Uct0XK5eDakWUEmVVYv+eMHce5CiU4PbDAkG/MCS2DBGQVU2REQMwDRtbsut+hIL39fRFkULFxLahWhUnma6EA9uG6aQ4NbgcEn6fyshkhULZaHQ+RvwqLofIWOmGcLyfU4hPpUXN3+NWCfg1ggGVWtXCMm3k+mlq4QKczelkMgZdcUfbbhRFkfC4VXRD3Hs7mBbcuJ3lzCXB7dm1M8TPjncR8KtNm7Nl2Zw6n2JsssK61X5cTrmud1Ujla7h92lNwdG5K7OcvpDE51XalmZqukVvtxuXS+bW3Sw7twTZXhdkjIQdaKq8aDZhdKLMuSuzQtYh5kRRRNv5wu6/mVS1ib9Srph8dXK6rQF2X4+b4wcTHN4bW1annW3bnL6Qahhvg+hg9biVxvtQFKkuIdF+qTAMq4kAC3DvUb6xybSDLEus6PPQVycaq4rEsYNxdmwJdvybR8+LfHt65o0CLr9PY9umUNtOQcO0uXB1lqcvCm3+cnmwLJuZGR23S2nrEfimmM+5W4jpZIVnr4odeTKdSOset8LaIR+980jdz14U+OrUdEfz5DeFqsr4fRqH98fZuD5AqWzy2xNTPHjSPAaGB0Vzy/x5VigaTRtupWrx/KXQz3tbVGvNG/LkjDCR3ryhWcR0Ph4/y3P1VqZxL7Gok13bw8vuWC1XTK7fzjSCWIcm09vjIhISa4emyfR1u1FVmUrF5NszM9y8m8XpVDj+YYLtm0Jtr+t0Ko014cbdLCfPJdn7foS977e2Gj95lufU+RkSMQe7drTaHEmIdbxdwJXOVkllatQ6BJf3HwuhVcuy6Yq7OHZAGF7P70ztirv4cH+MeNRJuWLyzenptgbjoaBGpWbx5YkpkstovpkTLo2EnPz25CTpzOs1QJYljh5KsG9XhOevCpy9mEJva2Vlg93eN/TfF94FWz9RDF/4G/7513/Gr//6GP/8N3/C+skbhENCTDSVMXE6IZs1KRZN1g660c02JWkJTMMiEHAiAdWqxbrVPhJhR9270OabM0kk28btlEinRZYj4HewaY2P81fSzCRrdMcdJGerJOJO1g370Gs2/T0ujh+MkS+anL2U4sbdLF6PyuBKD7ph17kMNumcjs+nEg45RAdSUYhPPn1RJBjQ+PhogmzW4Itvp5oWyGcvi4yOl6kZFl6PSjhUNyW1bQzDIpvXmc3UUGTYvzvKR4fiuJwK0ZCDcsXmz381zukLKQzDYnK6wsOnBTRVQlUlcfq7lKZUtDh+KM6RfTGO7ItRLJmNwGHTWj/bNgY7Ts5rt7N8dzaJzyNKpImYs8E9Gp+scOZiilSmfWBgmLbgY+2LsX9XlKFFyhmXb6S5fDPT+P+aKtHT5WxkMfIFg1ejJSxLmIP3dru4cHWW0xeXtmGRJIntm4JsrosGgihXHTsQ76j0vRA37mb55vR0E9l4YqrM5HTzIjqbqTWVxzat9TeV9tqVAeejt8vFxnV+fPWM3tt2Ls7BsmzSmRrJ2RrjU5U3MvaegyxLDA64Wbe6s7dep8/uFDQ5nUrb5/DoaZFb93It2eE5pDM1rt3KtDQCqKrM5g3BRsYWhDDoumEf3mW+406wLJvnr4rk62TuaNjRUP33+9UlM57JVJUvv5tiZOx1VsfnVfn4SIINawOL/GVn5PI6v/l2ssk8fHCFh48/7GorTTGH2YzO1LTwFRwZL6EqEts2hZadtS0UDZ48LzQCWE2T2bU9Qizi5PT5ZFNQ73DIbF7vZ7BuGeZd0IU8H9WaxeUbs8ykKgyv8rBlg59I2NF0X2bd4ePVWIkHj/NsWh9oLztRp4S042z5fRrBoNaxsaZUNJhJiUpAuWISCmoc/CBGYF5noNMhs6LXg6bJ2JZNpWJy/3GurYtEPOrANG1ejnW2CsvlRfnb6ZBZO+TDsqBcsVjYVejQZFRVJhR0oOsmpXbuC5L0o2ZL3wbvCPI/RXz9NXv/4v/C//b9/z33IxuIV2axAE2WyecNQMJR90us1izKNVMMJhnmBqIki27DSkVkqmRFombYTM1UcDgUVg96mJzR+c3JSaplwRs6ekAQHr89M83kTJUDe6JUqxblis7Xp1OcPp/ij37Ww7aNAXZuDTEyVua772d4MVLC61XZvyvChjU+vj453eiIi0edbF7rY2DAy7OXRcYnq+zaHuLKrSyD/S4iQQdHD8bI5U2+OjXDvvfDeNwqdx7kME2hmF+pmA3F6Fv3c4xNVJAlCd2w+NlxkZKu1izGJyvEYw6U+qheM+hFVWVejJaZTlb55HACp0OmVjM5eiBGPCJsYR4/K/D4ueCbbN0UZPM6f1Maej6x99VYGUWGlX1ugn6VXF4nXzDRDRunQ8zmvh43h/cpje5OEIvx3Ud5Nqz2kcnpnL2c5si+6JKCiNs3hSiWXy8ec+TdOTx5UeDpi2IT+T4Y6LxozodhiqznXCBbrZp8dy7JqpUe1g8vL4Do7XI1/CTncOiDVuLsxetpTMPm5x918zYIBbSGZldytsaZi0n27AgvS5OqHRyazEeHu3j0NM/p80k+PpxoCkiWi83rO2fj2sGoC1JGQg52tlFUT2dreNxqCx/pvW0harVWsvYckrM1XowUGRzw4HQs/j3Es2y97/nio8tBoWhw5UaGtat9bJuXMXI6ZA59EOPlWIlHzwqsHWrPzfJ6VYZWegiHmgODxbKENV0cnjplWx2aTCLmxO9/fQ1VldsS2edj47oAp87OcOtulkfPCuzfHWVw5fI7CuNRJ58e7cbrUcjldXTDJhp2YNlQKBlNJXJZllrEmNshna2RyeiMjlUI+jTWrva36NpZls2JM9MEAxpbN4UI+h0EAx2+qzTXJND6o+FVPgolg1Nnpzn4QZxEzNk4EEiSxM5tIaIjDi5cm6U74UKWaBJ4XQiPR+XIgThfn5puvK/5iIad7N8dI7bAvaJSMbl1L0s87uDazSxrh31s2RCs36MXl+u1FZSwtqoS9AufVIcqE4u42gruSqKG+jsVf3gXbP0U8V/9V1z5vf+Se/nNBHyQUuK4nVArG5w4kyQeVfD7NRyasEwZm9DRFJAVkGqNcEuQ7BUYn9FRVbHInjyX4tVYGc2lEgmJ9HeuYDAQcnN4nzBJzuZNPG6FkbEy2zb6cbvdXLqR5flYiS9PJvmHf9yPQ5Pp6XLxh5/18PXpaS7eyPDbk9OYlk0krBEJO0jE3ETDKt9fzZAtmmxa68ehyfh9Ckf3R5lKVnn0tMjRAzHGJ8v8+tsZXowU+eyoMMw9eznNzi1BRifLPHxWZP2wj4BPpRx20JMQpbc5zsLYRJmL19IcOxhnzSovqVkdl1Pm0vU0w6s8jcBnbKLM9TtZDuyJNjYW3bRRZPjg/XBTgDSHK7cyZLI6xw7EufswV/dxi9Pb5aKmWxQKRpNsQaGoC3ueqIM5MmqpbDI2XmZln5t41Mn720IdSxTPXxWZStZ4f1uIyZkqz14W6U642hLs16/209ftbmR8qjWLRNzZsPBYDLm8zoVrabZvDLJ+jR+pTjrW5gWA9x7lKZYM3t8Waptx6e12twQ88wMC07QZnyyzdYMfl/OHLze6bnHzrij3LCUkuhRURWLVCnESX0x89U1QqGduO11PlkRpr50ob6Fo8N33MwwNeNm+wPi4XffgfAyv8tLb7Xrrcuazl0XuPMhxZH+r9VK5YuJ0yC38IL9P5fD+GIEODQzPXxUpFkyGB7xtDxVul8LOra3uB4theqbK6XNJjhyIt/AIyxWTew9ybF4feOOGDVUR/MBoxMmRXndTR2Y6W+PVaIkNawOLdhL6vAqWBVduZsjndX72cQ9Oh8ynR7reSkzz6s002azOR4e7Fs00a5rE3Qc5hga8vNfGTWIOc92Y7bKq3QkXbleUKzfTjTLvmQtJZEXiwO4YkiSxst9DKOggGFAZn6xw8dosblccj0ehUDDo73U3rRFej8rHHybaOkzIssT6Na0BZ6VqMTZRweUQXfTz51Ek7GgKmnN5nS++mWDLhiC7d0ZYO+yjt9vdNqvXmg/79493ZcSfGkwTrlzBnZ/lf/zyT/hv/+0v+F/c+L/isqrUasIgOuB3kMvoqIpCvmxhWvVAq+6nODfgTVuUnUzdElpdqszxQ3FWD7q49yBHTTdZs0pkf7Dh//b/eY6ExC8+7WbbxgBPX5X47lyK81cyHPwgwrpBHw6HzKuxMl+dnuH//s+eA/CLT3p4f2uYwZUeJqdrPHxa5MnzIrGIJjgLNsTCGl1xF7miwb/+mwnuPi6wZpWXD/dGcDll1g776e12USianL+aIeBX6U44mExWyOWNRplqcKWX97cGuXIzyy+/nmwY0vZ1uzj4QZRQUCMUdPD5sQQul8LoeJlkqsblmxlGxsu8Gi+RyenIsiBelismG9f4+fhwgonJCheupVtKSgG/+B6SBAf3RNn3/usFrVq1OHEuxbV5RtATU1UePSvWU94C0bCDFf1CPsLtUlgz6O3YTZUrGMyma5imzZpBL3t2hJpsK+Zw/3Ge+48LxKOOxjsfmyhz8lz7jjYQmZXkrCCmhgIaR/bHG5pADk3myP54U5dYvmiQyektRridUKmaPH9VbJT5cnmds1dmyebNRcs4y4Vl2VRqNuuH/W+lAL8QmazBzbtZZmZ/HP7SpetpzlxINRmRz4csS+zbFW34vc2H26WweX2gxdR7KTx7UWBqpvKDeGMet0I4pLVktvIFg99+N8XDp63cNkmSiEedHfXB9u6McORAfNl2Ns9HSvzmxFT7MlAd3QknRw/G8XmVFqP1YtHg2asi6UU6IjvB7VL46MMEw6u89HW/7kiu1iwePMrx8Emhozn4HO48yPHbk1NsWOtnz3vhRtCyVIm8Ezas8VOu1BsGOtTAZFm8g2zBoFJd/P6k5v9qQTCgcezga8eK0fEyj5+91vOTZYlQUOgDdiVcfPRhF10JF7fuZvn2zDSVNrplHo/6RtnSUFDj02NdRKMuMll90fK+ZdnMpKqNDkVRSuwUZP9u+VrwLrP108PUFOg6w1e+5J98+P/EVlX+j2f/N/zd2/+Mf7btn+DxKEwlS5iWxavxEru3h3n2skhNB2mBMrCqyJg2uNwS2TzkciZ7droplS1quoyFzP/8Pxrk//BfP+TxixJb14sT99R0hScvi/y9P+rlr7+cZmSyzEC/G59L4u6jPMmU6MBLpYX+Un+vm48/jPOrbyaRJItwyMGdR3n8XoWBfo9oSa+T9gf6PGRzBrX6xPzVN9Pkiwb/6Z8N8EefdYsW5KKB36eRzBhcvJFh81o/wwOvNyBFkRhc6aZUNqjpNsWSgcet0N/j5uqtDN9+n+TP/rCPvm4Xnx7twuGQ8XtVYlEHL0ZKouPPhtMXZunpcrBtY1Ao4btVfL7Wjpz1w6+Dj4UnTKdTxjQt7j0u4POqTCdrvLc1yEC/p0mywDAsJqeqyJLURFYuV0yevyqxasVrXZwt6wNsWutHVWWcDrmj9EEmp1Momk26Tr3dLjat9fH0peDELQzoxifLnLuc5vC+KF1xJ9E2G+x87NoWwrbb25K0w3SyyoWraQ7vV+hJuAgGNA7vjS1qXTKdrPDwaZH3t7Uns8+H06nwyeEEHeSAALEIX7yexudV2LJEmU/YSHnweUQnreD1vf0ZdPN6P7Wa3fZ5FUsGTofc8fqKIrF2meXbORiGxd2HeXTLJhwo8MF7kbfK+HUnXG31zpxOYW4cDWtU6z6Syx0Li4m0GobVEDidgyzVx1mHTTGT00nO1hha6eHU+SSFgsHnx7sb9xOLOvn8ePcbd8e2w9xhYWSsxNOXJfbvji5pLF6tGkwnq4T8Ku5FvAOXC0kS2bJoePEs3RxvzrPEZ9q2DW9AddQ0mXLFbGtRpdYFXkFIBemGTSart2glvg3cLgXLEhSHxbp7nQ4Fp0Om3CbIWwjpd57XepfZ+unBLVLjtz76h8x6YqS1EH+x7k/ZOXIet0th6wY/2bwJkk25YtMVc9DTLQZ90wYklCNQFYlKVWS+AgExcCema9g2+DzCgT0Y0ihXYO2Qj54uF36fysSUjqYo9Hc7sSyJdE4nX7KYnq0ylapimsLbsGqIE261ZvHoWZlURuezI3FW9LhQFJmnL0qk0jXuPcpj2zYret387FgXxw/GuXwjw50HObAE6d3tUggHHazo9eB2KXx2OI5lwYXrmSYLBkmS2LklxN/7o35qNYt/+s9f8Kiusu52KrhdMpoqTjIet4KqSPT3uoVKfsTBzq1BJAk2rvUwMlHh0o0MN+/n8HmVBil+Olnh199OddQN0nWLas0S3J9DcfbsCDM5U+Xx8wKS1OqH6HQqHD8UZ9vG1w7235xJ8nK0xO37uabT+Fzb91LYuSXIyn43lXm2RC6ngsupMDVTa6uQHYs42bk1SDjk4OHTAl+enG7pJpwPWZaWtblevpHm3JVZertcHD0Qb5QxLVts5O0EUedQLFmks/qyrVfmMgaLKViXyya1ZajG+30q720NoygS35ye4db9N7fimY9EzNVWZqJUNvnm9Ay3H7R2kbaDZdlt399CqKrM4f1xNgx7604Qi28qhtmZnN8ODk1wBAN+ja9OTnP7Bz4fEHPn61PT3LjbfK2Bfg8ff5joGCy9eFXkxu0MxZLJpnV+tm8OtoxNr0f9UTIYZy4kOXl2hr4eNwc/iDa5XwBMTpdbVO5dLiG3YP6w3g1AODM8fFIESSIa7kwJsG0b07Lp7Vm6hCzLIpBd7ttf0efB4ZS5fb/zmLVtm+FVPnq6nFy8OrusMbsceD0qhmExNd25W9HhVOjrdmOZ9pKdtbYtYb9JpPm3gHfB1k8N4TD099fLgUJ81EKIjOqGTTQgSN26IURMHz0v1dXcZWzE70uyjCTJGKaEy6EQDCjYJhRKYpr1JFz1wMzCtsHvUerq6GKiuD0KpnDlIR53Y5oWtmWDbKPIMrZlIWFjWhZGfUOTEJYS1apNuWph15XpPV4Vv1clndObggIRUEh0x53UDJs7D1ulApS6cGoooJLL1cgt0B+aS8+rqtxI+/d0O3E4FMbbiHCmszqPnhbJ5XROXZglnTXZtTXItg1+Du+L4vMojcBDlmVUVeqUcedCXbjUsmwcmky+YGCZNolFFKLdrtdt3KZlU66auFwKm9b5SMTevCSWyxtcupbm199ONS38qwe9fHok3pa3MicF4HTI+DwqkaBDfE9EQDA6UX6rzjy7/h9VlemKCz7dkxcFvvzu/8/eX4fJcV5p//inqpp7GoaZZ8QWWZbFYEm2HMdhBkPQEFM42XfxXUw22d3shjZOHNuxHUPsxGxLtpgZZjTMPN09zdxVvz9qpge6ByRrN/6+P9/XlcvRdHVRVz3P/Zxzn/sMzpp+qSwzcfPWvDnrbGRZYe8RJ6fOu9N+PmY+W1pknPXYY9BqRMpLjBTkTt/3bjYEQ4lpB329TqS6wjRtc/OpGCPCc2nPY8nQsHCe2vJqNnH5rn1DnKufG+EDNY0WHo1oFRcayEnTAPhyIYoCWZk6bBYN/kB8zq2UykqMyIqCcyRKXo6B0uLLS7fOhNPn3Rw+4UwS0ZJCI6XF6qKvvMQ8afEjy2rbLrWBcyL5jC2stXDTLPqquSAakzlwxEk4EufaZfZpI4TNbT6OnXZhNmm5ZoFtxkgijFarKzKiOPP77Q/EOX7GxcJ5GZQWmegfmr5at7FFtZuorbRQW22Z1X9srmgZXbTm5aZ/3kLhBMOOCDdsyiMhK5w8NzLj/hQhfRXm/ybeI1vvRtx5J0t3P4Y97CJP8PKxpt9zqmw94TC0dQcpLTRgNILNItE3FGFwOIbBSFpiIGkE9FoJjUbAbFZ/bkFQ/67RqGXakRhI0niKTERQO8TLCsgyoiAiI6Ad0x4IEhqNhCKrnlugeqFotBAIJfD74tSUm4jFQa8VkSSRYEgmOMW0cmGtKu7u7o+k6CyCoTj+QIIP36w6NT/7anrdSGWZibs+X06WXUd7d5D6Fj8tHQEcrvH9RaMysqxQmKfnxs25FBUYmFdpprJUdbG2WrUcOeXmD68O0tCiHiPTpmXHxtxphc5ZVi0oCrGYamfR0aO2rNm+IWfWqFQ8odDdF2LlEiuhUIL6psCcm/K6vbEkIczO1LF2laoNmagPE0VhxkjSGEqKjKy7LgtJVNPDJ8+7OXxiBK/v8vvvrV6eyfpVWZNWtka9hNWinVNkbLpBWnUoj6ZooAx6EZ12+msMR2QOHh/hwqXp/b4mQpIEli6yXXF1I8D5eg97jzgIj5pVTiR6kiSwZIGNvJy5ka1Mm5aifENacfF0mM1QdUxzY80Yv2+zWWgcPeVizyEHogArl2ZeFXNYSRK4fmUWpcUm9hwc5tQsE+UYDHoNmTYdY60pFUXtCzhdH8XLQTwx2XR5fo2FhRME3A5XhONn1MiNKApsvD6H1SuyOHLSyZ7RPoGqL2DqMxmJypfVm1OnFVm9Ui1IOXXOTTSmjl9T+yV6vXHc7hib12azfLGNo6dcKa7xU6GI4qz6S38gTmd3EIczikEvsmppZtpnK5FQuHDJy5AjQnmJkcXzre/I1HcM8YTC+Xo3Oq007fPW0hFg3+FhEgmFxfNsrLzGPuM+RdTo1p8T72m23o34y79k6FAbj7/+CaKSjn2l23h26Z0YJMjP0+M4MoKiCOi0UJijw+mMgaymEUVRtYQQRZA0EIkmiEQV4jIE/TKtnaqAVFHUyEoioWCzaJEVGHSqL6q6QlJNSJ1u1Q0+26ajuz9MQpbRiAJGg4isyNitWhKywr6jDgIBmWsWWnj7qJO8TN2oO7yftddmYrdq0GtFAsEELneErr4Ind1BXO4oK66xsmpCGfyIJ8bLuwfxBRLcuj2Pjddl0ltmYvE8VTvVOxDCbNJgNEi0dgbwB9Ueax3dIQrzdGxdl8PG67MAlbS9ud9BTYWZJfMtSe3QvAk6LFEQyMnUkm3XUFNpVlt7limHWAABAABJREFUHHKQadNy7VIbPf1hMsyaSQ1QzWYNHr+MxxenIFfPzi05hMLynIhFLDbuiL+wJoNMuy6F1EVjMq0dQUoKDcmUZDQms/+ok+xMHeuvy0IUBWoqMigtNE5j5Dc3RGMyLe0B8nP1bFyThdUyeViQZQWvL47VoplxMO0dCHHirJsNq7PJydJRXGic1nl+rugfCnPgmIsta7MpHNW6iaLA2muzZvyeQS9y/Qo7GRmp13KpyYfdpn3H5zYV86ozKMgzoNeJnDrvpm8wwk2bc2eNOKTDVA1VMBTnQoOP+dUZV1w5qZEm37fuviCnz3vYtCZ72mKD0iIjsfjM2pkxOFxRQJlz9EurEZhfkzGndkyg6g0NejGpeYxEZc7VeyjMm1vELRhUiz0K8lJbEq1eMfPz5PZE6e0LM6/Kgl4vJe9XZZmZlnY/Hm98Wl3inoNDaCSR7Zvz5nKZABQXmtDpRIJBeXRsC3Lq3Ahb1+eSM5qiX7HUnrSkCYYSDA2HGRrt5VpRmibqNxqon+m3TCQU+gbDLFtsw5Kh4cwFd9oFSCSS4GKTSrRWLrVjuAparTGMuKP4AwmyMqVpqzirSo3otQJeX5SzdW62bZzl3iqA8OdNI75Htt6N0Go5cNv/5YHc+9V/SqAkwGISyMvWEQjK6LTqagxRwKAXCITBYAAiJFd+sqyW8SdkBUkAvV4gFlOIxkESpNFG0WA2SoiCgH9UFzUWRRBFYdR9XiESj2M0SBTlGRAlgd6BMKIEHT0hUMDpjlFcZCASkTlT72X5Yisfe18hZpNEVZkRi1lLS0eA42c9eHwxdTLON7D22kxOXfDQ0x+muzdEW3eQG9blUFFsJCtLR36uHp1WTHreRKMyew67KMzXI4kCTW1+SouMbFidSUWJkUybFkUZH1Ca2wKcq/NOEthPhSQJrFs1PtjKsoIlQ0M8oRCOyJy+4CUvR8faa8erEMdI0NjxGloDXLjkY+2qzEmC+nQwGiS2b8xBqxXRSAIFueOTcSicYHA4gtEocbHRh06ruvkrioIowNKF1pRWPX1DEc5c9LJlbdYVeUWNnY9OK6aNMPUNhjl8YoSNa7IoTCOiVolhAItZQ16OPq2twZUgHlfJ67VLbUkn7rlCEIQUMtXaGUAQBNq6guTn6q862cqy65L3v6TQiMk4vVnlXODxxTDoRPR6Nb3d2x+iME9/1WwqTEYNWZm6GaNnMxnuTkQwFOfQCScaSeCW7XPzUhOE1IKAdGLsMYQjCQLBBGMZLYNeYsu6nGkLAmRZoaXdT6ZdR262npaOAJeafezcmj/nht2RSAK3N0ZFqZniQlPKsTLtWjzeGP2DobRkKxiM09MfpOoyPLvGkJttoDMU5JVdA6xcZqO2KmNSilIUBfy+GL39IWoqM9i+OY+39g/RNxhKS7ZktZgdZQbOEY/LdPUECYZibFmXx/u2FWCcEq2LRGX2H3MwNBzhuhWZKTYl0yEYUsX2s2nLztW50eoEFs2zIggCwWCcpjY/tVUZye/6AgnO1XlYtczO+tXZkyqd/YF4ShsxZdRB/s+J98jWuxTKaPWeAMnBRUHE7UsgChAKg0YDVcUmegbC+AIJEpOyPwIGnUA0oTaPVoBwWNV3GLQisgByQtVNuX1xQMQ+qpkRJRAQQYCqMhMtnWFcIwk1raEVaWxTbR1ysvS0tAeoKDHyyfcX0djm45XdDvKydVSXGdFIArEYnLvkJxxOoMjqKmzpAgvXr8zEbtUiyzJtXUH6hsJEIgma2gJsXpPFxjVqOwpFURhxx7BkqHqnnoEwzR0BTCaRVdfYKS7QU1lqUntkOSL4Awn6BsMEgglWLLESjStkWDQz2g6ER1MDOq2Iyx3j+Fk3RXk66lsCVJaZ2Hh9VtKwNBROMDAcobTQkNxnKJygu1c1VC0pnDlN5A/GcXtiFOWnb/jbNxjm5DkvW9dnsWNTTtJbq7kjQHNbkK3rslNSFVk2LZVlxsuuwjp9wUMglGDdtXbiCQWDIf1glGXXsWi+ZdpJ3uePc7HRx4oltkmk9Z1AURROX/DQ0RPixk1XFh2aiERCoaHFj8WsYdvG3Em+aO8UsZjMvqNOigoMLBpNPU1X3TdXhCMJ9hxyUpiv5/oVmeRk6bn5hvx3RGQnGutaLVqyM3VsvD617cuVYO9htZXLunewP483xoFjTq5daqMwP5UIz6+xMH+KLmimCsFIVKauyUdJoeqbVVNhJidbnxK5nYhoTJ6kuWzvCnK2zpPW9LarN8SIJ8r2TdM3S1ejzxaqK+ZOtuRRDZLNqsWaocFkksi06igumEygIpEEpy+M0D8QIS9XHY9u3JI/bXRdTM4EqRh2hOkdCLNkgZXN63LYd2gY50g0GdWKJ1TJhNEgUd/opbcvxIpr7CydoctGMJTAoB/3Zzt03EE0KvO+7QXJ7zS2+kgkFBZN6Bhw3fIsVlyTmRxf3d4YjS2+ZPVjfZOX0iIjVWVmcrLHI//xhILfH+PgMSdGozR7tOt/Ge+RrXcrFAVBENFKqsZKECEQUDh5wUthgZ6h4RiWDJG27hABv4IkiZMsAGCUyMtq9YkoQTiewOWOIaMgIBCKJIhEZMxGtWl0OKq+iJIkIkqgyAKSqL6gkigQlxV6B8PEYzIZJglJUj2/KstMBIJxjpzyklAUtq3NxmbTsfeIk2FnBK8vRmWZGWuGRGmRkQU1auRn0BHh5HkPbR1BNFqRz364kA3XZSVfskg0wZv7HXR0h3jfDXlUl5swGyVWL7WzfIk1KTbu6g3R2ObH45UpLdIjiuDxxpEVtWJv/qgZKqgrt3hCSWqaOrtDPP/GAMsXW9i6Nid573Ky9aw2awgE4+Rk6ZMrqr6hCKfOecgwa8gddbU3GiTWr84kEpYxzVJ2394VpLEtyI2b1IHU5Y5x+qKHVUtt2K1aSouMqk1Fpm4SGTMZNdhtmmQl3sBwmMHhKIvnZWCzalmx+PKczGE01SwKuNxqwcDKpTaq0qyITUaJJfOntyTIsmvJz9HT1Rumqsx0VXQbjpEYjW0BivP1ZJjfGdFye2JEojJb1qqO/XPRs02HYWcE50iMeVXmFNsC8Sr6+Oh1IksWTE4ZXq6lg6IoOEdi2CxqhG3MWLe00HDZpp+zYdF8C6LAZXufybLCiCeG3ao22dalMU8d227vYQdGg8SG1XMjdEaDxLYN40TdZFKdxqdDus4EZcXqIsaW5n51dvvpG4ywsNYyrU7TYJDYsj53TucL6qLANaL2QxUFmF9tSUs8ATp7Ahw85mT7prxk5HfmRYk8mkZM/eTsRS+dPQFqKjPItOm4eVvBJFJ7vt5DT2+QG7fkU1FqwmwSqam0TEu0vL4Yu/cPsXi+lfk1FmRZYUGNhYSsRjQDwThtHQH6h8IoqPrdsX1NjToW5hu4eVsBkgjHTrvoHwxTXGBMMXBtavVy+ryHaxZZyZlawSkwbbHT/xbeI1vvUox5ZsUV0GsAEQxa8PpjuD0x8vK0RCMyNpsWnQ6icfUlEkQh2ZJBUEQUEYTRl8yoF1g0L4O3DmqQFXV7jQQajYAgqCaoCVkh26bBYpa40OhFIwrotBKF+QYEFAIhGUkjYjBo0EoiRfl6vP44x894GHZGmV+dwdKFVl7d6yA2aqYaiYNOJ7B1XfakQWnXfgcnz3n43IeLmDdGiCZk4F56a4iTZ72susaC3ao+qvm5em7ZPr5iSSQUnnttgKHhKHd+ooiifCPm0epKaXTQHiNasbjM7//UhyAIfOLWQnRakXAkgTVDQ9FoFCLLrmXnllwSCYXGVj/nL/lZWGtOWjaUFhqwmCSyp6S1Boei7D7k5P3bcqitnD6NWFNhJi9Hj8kg0tYVRBRVMfdY6nas3chUlBQYKJlQyTbkiHLw+AjDzig3rM++IoIz1ji7tTOI2SiRc5mpujEIgoAvEKepLciqZdZJ/dKuFLYMDdctt1NSON6cO5FQq1bzcnRp05nT4dwlL25PjFu25b0jDy2A7r4w3aOdAMYiiVqtyA0b5j6hjiEYSnD4pIv5VRmUFk+eUAVB1eO9E7jcMd466GD5YjUilJej5+ZtlxcdSyQUDp90YbdpuWbB9P0KKy7TiHUMA8MR9h9xsOH6bEoKjdw4ja5JENSWOBOjTs6RKMFQnNKi6Y89V1IZCifo6Q+OemSNExaTSUPZNAQtIV/9fns9fUEOn3SxYXX2rGnuUEjGYlYriudqdyEDiTTeFAlZJidLR4ZZgyyruq1Mmy6ZGi3I1SMK6rPeOxCipSNIabF52gWAXi9RXmwiO0uH2xNj/9FhVi61UzFaQeociVLX5GX96mzycw3Tnn9Pnxo9XDzfyuBwhGFHhDXXZlGYb8Drj2E2apKRPEkScbki2K2pekxBYbQv5J8P71UjvkshIiGIKh2PJQTkhIDFomPdykwCYQGfL47LK7NkvoXsLL3ahmH0gVUfXAFBEkbLfVXl/Ig3gSQK5OfokDQiCUVg7zEnHp9MRobIkCNKa2eArv4IJQUG6pqCDI3EKC5Q279kZ+lVUWu12pbBF5TpG4zy1kEX3f1hzBkSleVGVduVb2BhbQZZdomefvUFmDjRKYpCKCSjN0jIqC+3oijE4uPEw2rWsGheBhablqdfHsCfpow/HJHRSgImk4Ysu2pj0N4dIjHqJzTRUyiRUCOAdptW1aslFNp7wtRUmnCMqI1Wx+D1xalrDlBZZmBe1XgKYIwMTSQ33f1htcegTUMsNrNQ3WiQyM/R4w8mOHPRS2NrAKNBmrNIeAyL51lYvcKW1G+Fwgnqm/zJSsXL8VLqHwwTjcscOe2mrTMw+xfSYOU1Nq5bbkuxvZBlhfbuYIptx2zQ6UQWVGeQMWGii8ZkunpDDDmi9A+GefXtoTntd8ViKxtWZ82ZaCVkBbc3lvYeLllg4Yb1OZedsnV7YvQOpFaKxeIKicv4rS4HNouGa5faVBPfURgN6Rtdp4OiKLR2+HG6ItM64l8JBofDo2J6dXGzYoktrdZw4v0fa5q+aN54hLW+ycfpC545+7PNBOdIlEtNPspLpycQE9Hc5sftibJiqX3GFj6Xi5xsPRlGidMX3cRnueeDwxHycw3o9OKc3nd5tAl1OoK4eV0uN25VtXZeX4w33h6krsGd/LyowMjyJfZkizRFgV17B+noDqY9ll4ncu1yNf0tSQJmk2bSfSopNHLzDQWUFBpT7l9bp59jp13EEwr9QyEaW/x4vDEK8vTcvL2AqnIzbk+MN/cMTmrwXVpoZM3qHLLsqYtVRUBlXH9GvEe23qUQJDUnKIiC+oJo1Iy7zaKlr/UFzh/7KbIsEI4l0Ok0qK+Ruj2CgKgR0Ejq6kvSCmgkAUURqG/2I2gESgq0xGICz7/uoKEtiMWsZeuabHoGInT0hCkqMlBWYiARV9OLuw86efmtYSRJ5P078snO1FJRYmDL9Vlct8xKPCFT3xSgsTVAd3+EnCwtze0hrBla8rN1lExZaXj9CTQ6ieICA053nLomP/5AnLcOjXDsnKolmldp5lMfLMSglRDFUZ+YKRBFWLHESn62jpbOIA5XlFMXvAy7ouw9MsKFBj/xuDp5GvQSn3h/AbfckDvqXg0lRQZyMvWMeGIEQuODdjyRIBBSdWqzDb4NLX6OnvFgs2iorZybNsNm0bB5TRYlBYa0q61AUBUDn6nzMpDG2E+SBK5bZmfttWpZtscXp77Zj9sbo77Zz55DLmLxuU1Cq5fb2bwme0ZfsZmQkBW0GpG112ampOgCo6SyvWvyoCzLCs3tl1e2PybkXzLfgiCORmTn8L0xfVIorIqdZ0NPX4hd+x0MO1M9s9TenpefEKhr8nHinGeSBYDJKLFzS+4VR4VATaG/vncorZ+YRiNSU2G+Yt+naEyhoSVAfp4hGQV9p5BlheNn3Zy96AZUkfv8GksKeW3r9PPq24MMO6Z/PlZeY2PT9dlXxdupIM/A9k251Dd5OXTcOWPLIACfP0ZPXyipc71aMJs0LJxvJcOs4e0DQ3T3piczABuuzyYnR8+uvUNzsmtRUBefcpq3xuGMJJtlx+IKGq2QNiU87IxQ1+BlxRIber04p/EinpARBSFp1SLLCh5vDEtGegNar09d+MqywooldswmiUPHnYTDCeIxtYDCZNJQW5UxyUplYCjCwGAoPfEcJZqXswi92niPbL1LoQjqak4jCTBKDDz+BCOeGDWLdtDZ+DJux0lGPHFGPFGEZOsLIRnZCkdEdFqBREJEpxO5frmdfcdc7No/gs2qZ/VyK3E5gWMkTnW5iZ1bc6hvCuJ0xzhX72fEF+fOjxfy0Z25xGS13YgoQV2j2prGZNJQmK9WR8VlyM7WkZAV9p9wkZOpQwGG3XGuX2lHI8Gfdg1x8ryXcCSBxSxx3VILJQVGKkuNyAgcPeOhuy+E0SDR0Ornxd0O3J4YG1dn8oWPl2DUS5w8703aJsTjap+/3sEoixdkUFZsVB3M12XRPxyhbyiCTivQ1h1kz5ERRjwxBEFIRp8EQSA3S0tetpabNmdTUTJOCL3+hJoy6k81Rx3DoCNCa2eQddfaWbbQyqAjhmOanoSgrtQDo5EnQRDIydKxeL6FG9ZnT1rdxeMK+466OH5OtQ9wjKQSBH8gPskXKC9bx/aN2eh1Is3tARRBmTNv0unURszb1udcVtXUiCfG2TovPX1h3jrkTEsKLRkqqZwYHQRVvHyp2U9n7/T3Nx2MBtUbriDXwI2bci+L+Fxo8LH/qGtWzyNrhobaCtOcK9bmgmsWWti4OiulfdI7dTtPyDLtXcEZn9PLhdpvLoZeJ7J1fQ4rl1wdogWqYHz9dVksWWDl+JmRaTs0CKLIsDPK24eH8frSb2M2aa5Kf0xQC3dys9UCB5tFy6tvDzIwlP6eRmMyBXkGCvP1xBMK0ZjM6fMjDDuvzm9QU5nBmpVZJBIKA0Nhdu1LbwxsMmmoKDaN6t6idPcFZ3y2pdHpfmo1oj8Q5829g5wb7Q6QnanjgzuLqK1So4itHX72HVZlIYKgLnKMRombthakXSj0D4Y4eMwxTt5iCh5fLLn46+4L8cKrffQNpL9fSxfZ2Lk1H51WbW11zSIrixdYudjg5Y+v9+H2qs/mssX2ZJrT4Yxw8PgwsjzeYWISBEH1jfwz4j3N1rsUijwuFNVIkIirxqO+oILekMnS9X/F+QN/jeG2zcgyoynHZAtCREH9nsko4vUraDUCRQV6DHoJlzuB1Rznsx8sx/CawEtvu9FqBExGDds3ZvGbp/vo6gszv8ZERakJRYEvfkIlQM+87MDhGuavHqgi06rl2FkvvkCcxTUZFOUZqGvyk5etIy9bx5J5GWTZNXh8CU5d9NM3FOHcJT+n63zc9pFClsy3sKA6A2FUqC0IYDRKFOfr2XvURVd/hCFHjLxsPTqd2hJo2BUjGE7gdEfpG4pSWmhg+/psMm3jHlA5WToa2oJUlKhifK8/rjrkB+JcaPQTDMncsC4TrUbg9EU/Oi1sW59NIqFQ3+InJ1NHVZmJL36yOK0wdgydvWGGneo5LF2YgaQBtzeO1x9gXqVp0kQajcq094S41Bxgw3V2crKmnyQkCeZVqb0Ss+w6tNrJg4fXH2PP4RFqK0wsGvUeE0UBu1VLa2cQELj2GlsybTbkjGIyiFcc4QiFE0RjCrYpVVzOkSgdPWEK8/Vce41t2h5uCRnePuRi7bX2pJDXaJDYvDYL4zusMgRVi9feFaQwzzAj+aouN5GbrUOnnZngqM9IgqWLro7Co28gzOk6DxuvuzqVmhNRlGegvNh4VVJpoEYdjp52Y9ALXLcsc8aelpeDiVV+WXYdzpEovQNhCvL0aY9RWWrCbimgdyCUjHrF4zInzrrJz9XP2ZJiIhyuCH0DYRbWTu90XlWRQa4/jkJqH1RQ78/bB4cxGyXev6MQvV7C54/R1RvCaNSQmz29ljAel2ls86ORBObP0gPTbNLwvu0F9PaHGBxW07jxhMLRk06yMvXJdGpFmYkP7CwiHpfZd9jBxuuzKS4yMTgcJidTN0kwr4hqEcfUvqJuj2qUbBhdCIw1tx7DkCPCibMuFs+3kJOtZ+cNM1t7BIMJhl1RDp10UlZkpLbKwvtvLEySoP7BkNonVC8yOBzGYp5cuDC1Z2ZJoUroAoEYfr9qsxGJJMif0O1BoxHJtOkJhGI4XBFKjZPT5QJTqsf+DHgvsvUuhSiAOOpSKiKiCAI2i0R5kQ5/EEprNpNbspFHf/VXFOTokCQJQZAQBRFREBEQ0erG+2DFEwqhUBwUmVgCLBYd2Zk6zEbtqK5LfRCzrBr6h6LE4/CRG/OSvfEW1mSwYrGVWEImGFLQSCImo4TXF+WN/U58AZmP7MzjE7fk86Gb8hgYjnChIYDXn+Bigx9FVvjchwqwZkg0tAboH42CaDRqxWNtpZmaCjPXLbXyxzeHaWoLsm6FlcrS8RdKrxPZviETUHj5bQe9/RGso41apwrE1620sXaluiK3ZmgoLTLw+PMDHD3tpihf1WwJgsDalVauW6puF4vLNLYGOXLKQzSmUJRvSPG0mgiVTGpxeWJkmDVcv9yOyx2nvSvM1EXUsbMezlz0UVyon3GfMCaONlOUb8CgF5NCf0VR6OkPs++YG4NBJD83lbBVlhq5cVN2sootHFG1WBebrkyLBXC2zseBYyMpbuNVZSZ2bMwmP0dPTYUJrUakdyA8qS0TqCtNkzG1gbHNor0sh3RQJ6zm9sCkNjZ+f4ILDX4GhtOnnBKymj7JztRRWWqaNZpUUWK8alWVABqtgNEgXfH+olE5GRXo7Amx57AzGcHQ6yV2bMpl8bzLa2A9HURRYN2qTDJtWnYfdEwbebocOF1RXn1L9X8aQ3amjp1b81J6Do4hGpMJR2UW1FontLhSo6nptJtzwaAjSmtHgFA4gcMZYc/hYXxp2iFZMjRctzwzLdkSRQGrRTOpLZMlQ8uNW/KZX50xbZpKURT2HHLw9oHhWV3exyAIAiVFJt63vQCrRUtrh59T59z4A+O/iUYjUphvSLryFxYYcY1E2Xd4mO4pxxGU0VTilMewIE9PZZmZ7t4Q4XCcweEwoQndPirLTNRWqtW3ja0+jpx0zqjhq6ows3NLHrGITCCo7sfrjbFr3yAjnijzayzcvL0Ag15k/xEHl5rGuzx4fbFpI4q1VRY+uLOI3v4wh487ae/yJ8cBu03L1g255GYbOH7GlaYrgVpV/+fkW++RrXcrJGG0l5OAIgpIoojZrCUaA0FS9VgLV3+DS/XH6e/ci6KARqdGuAQRENUXPB5XSMig1YE/INMzGEUQ1JcuFpOJymO9ANXDGgyi2qoHMBkmPx7+QBxZBq1W1ZuMifLDEQWzUSVNi2ozKMrT09oVJhqT8Qfi+AIySxaYGXZG6R2IUlKopyANUQA4edHHxUY/laVG3r89N8UAT5YVTl8MEAzJ1FaaKC1Kv5KcujqKRBO4fWoftvLi8YnUbtVO8N1RiWU4mpg02EwHUYQRT5zhUbFv76Catty42pYkSGPn3DcYJhSRWbHIctkl/GPw+hPsPTqCxxdnfpU5rXeYKArJ/de3BOgdDLNmhZ1FtZcfCVAUhfpmPwa9wDULM1KErKIoTCKOLneMQyfd9E7pS5ll17J1XXZKZOxK4PMnOH/JN6n3pd2m4YZ12VSWpk7c4UiCN/c7aWydO9ksKzampD3ngq7eEIdPpZLSvGw929bnXJHWS5YV9hxxcvSUG1AXBJHR9lNj0GrT2yVcKbIzdcyryqCmwjRn3d9M0OlFsjO1mKa4jBv0aqowXSP0voEwew85cLrUzw+dcOL1xbhxS96MVZEzYX51Bjs2qz04I1EZny9OIj49aVAXN0E8U3R+eTkG4gll0nmbjBIdXQFe3zOUduwQBIH8PD2b1+WwcU1OyufpMDgcZtfewSS5VBSorTKzdOH49ccTimoBcdyJwxVFpxXJytSxeW1uCpFVhNEeplN+Uo1GZNPaHDatzSEaU9h7aJimVt9otWeCgjwj77+xiKxMHaFQAs9o8Uj/YIj9Rxwp1ysIAkajhh1b8lk2qvVLyAqhcAJZVr3RqsrMXLjkITdHT23NeNXthUseDh13pjS0TiQUuvtD2G06Vq/IZNkSO8dPj9DcOk7UMswatq7PJS/XyLk6Dw0tE1p1KQBCWt3v/xbeI1vvUoioz4coquW6Nqtq7rb7qJucTAlJA1qdia/e/++8+MxfEQk5icfA2XeMRCIGCCQUIdmsWVYEsjJVx2hRUknFc68PUd8cRBQFykrUsPGQM0YwrKDTCynOwXWtASIxgaJ8PRmjk2zvYISEovpbTYTbG0MQVbFlTJbJsevoG4rhDyUoKzROSziGnVHCUYV5laa0VT7+QIJoNAECGA1zn2S6eyKEIwoFefppiVQ4ojqW52bp6BuauYs8qOLeMSd7gBF3HMdIHGlKnN4xEsMfUqitNJKQVVJyJZBltVqzsliPLDNjw2iV4EUYGI6Sn6NL2l9Mh0RCSbZxSu5Dge7+COGoQnnx7G7rsiyj0YrYrwKpmoijp90cPe0GVGK1dV02lWXjWhFBEMi0a9NWG4qigFajir3/pxEMJVTvuHOeOfe6nA2iKFBWZKSoQH2/airM3LQ55390hR6NyfgCCby+GIdPppLHy4XFrGHj9dkp6cJAMMH+o04uNaf2ryzM07N+dRbZmVqiMRmnK0ZgtC3X1Mik2xub0+JIIwnJaFVxoZH3bS/AbtOiKIraSH7K+xSOyBw/46ZhSk/WqjIT1y6zc+q8e5KeTJREtFph2t9m6UIbSxemVuxORP9giMMnVLIRj6sdLMbI0YIaCztvKECWSRLAgcEwB485qa3KYPGoF55GUrsnTPXcGttPuiHTatFSkGcgw6xh7XXZFBcYeWPPAMdPuwCSUelli23s2JyPRiMSisg43VGOnXbR0ZW6mJEm/Fa52Xrev6MwuUCUFXUst5g0k6xirlloY/3qbALBBOfq3Mn0eCAU58x5N+1dAawWLZVlJq5dnklLR4DWCRXUoiiw5tosqirMk7Vbwp+7DfV7ZOtdCwHVaFSvE9DpVLIUDguIgkBthZlIVCDTJrFs5RpK532Ii0f+DkkDLed+gWf43GiES4OMBlHSoNFoiEYVjHoJjUbDkCOh9gO0adFIGtp7VHJht2rIsmmIxTTUNU+uhCnINmDQSzg8Mk63OpkU5+kRBInugckEwpqhIZGATJuGRFwlHOXFenQ6ie6hyLREISdTi1Yn0tYTniQAH0OWXcu8ajMjnsSo8/3cUFVhZOkCM70DEfYf96SkusauffG8DPodUXr7pz/HifD7E8l7sbDWxA3rMjHoRS61BDjf4E/ud+vaTFZdY+PcJT+v7HFe0WRsNkmsWmojoQjUNQcIRxK4PLG090kUBTattnP9srmJm3sGwuw+5OLIaU8yHSeJAlvXZLJq6dwiCQkZDDpxRouFUDhxWU15QR20NZpxW5MsuxbtNMcIhRO0dYeSBEGnFdFqRLr6wlfVvgBS7TXmV5tZsyKTQUcUf3D2yX+uWFibQXW52rPTORJlyBHl9b3DyVT81caQI8q+oy5ys/WsWGK9qtYGE2E2SSxdaGHYGUmpStXrJcqKTUiSqkXceUNe2hY0kUiCvYednKvzXvbxxybjYWeU1/cOpqTdjAaJjddnpxj6JhJqA+xhV4TIhHGkotTE9o1578g01x9I0Nsf5u1Dw2i1Au+/sWBSoYYoCpw4N8K+w8PE4zK52TrWrsqmpiKD2AxROhib7IUUicOkbUSBsmIToMpOAqHJ45QgCEniVVVmprbKTFOLH5dn9sXpxIWxRhLYvimPlcvsk7axWrRYLVqOnXbS0OxLRg+tGVpu2JiXbA4uCALZdh09/SH6p1iq6LQiW9fnUTPB71BBfs/64T1MAxHVQV4noiREZFnElKH20ut3xsjJ1FKYq+dMXYAFq+4l7O+js/FFzNYygv5uRElEEkU0WhFREknIIv5AQk2ZiSKBiMINazPZsTEbRRLpH1bJUk6mjkU1JuKyOuhOxKIaExlmCa9P7YUIsKjWhFYS6JhSVVZZakQRBCJRNbzbNxylKE9PeZGB/uHYtBPF8oUWFtaYOXkhfaWa+pJpKC7Q09YVpqtvbhVAGSYNGo1IIAKlhbppV8KRqEymTYvJJDHsmj0CtXaljYIcHWfqfAiQrDZTK0fjKIqCTitSVWrEoBcJR9Q0kHv0s8uBTityzfwMrl9uY+N1dnx+mWdeGeJSS/oUmVrNM/t6LhBMYLNoWFBtYtgVY3DC767TidMSm6koyjewc3NqurB/KILTHUOWFfYdd3PsrGdO+xvDdctsrFo6N9I45Ihy6rwXt2d8kli60MJ1S61zahI+FyiKaiWy66CTprbxey8IAoV5alPy6dLk7wR9g2HePuQkGE5QmGfAZLy6w7eiKHT2BNFpBTavyaK20jw68V49hMIJOnuCxOMygiCQl2MgGlPSLn4criivvDWEcyQ6LeHT6USWLrJSU3nl52nJ0FBbmUGWXUdzm5/OCXYLudn6FClDKJzA7YlTXmri8EkXXTPYM1wuairNbNmQQzymEAgmOHTcSVvH5MjawloLyxbb0WhEZEUtCGrr9PP2gSG8/unHLFlQmK5dz0S4PTF2HximsMDEqmWZ027n9cc4e8FDTo6OaxZcSQeL1CglQFOrh/auAKuWZ04imtkTBP9uT4z9R4apKjMlO4nMCEX4s/dGfI9svWuhemaFwgKipKYEtRqJqjIDw644wahCR2+UU4cewdH9Kss2/yMXj/wIrcFO0Nut2kZoBOTRljs6nUBClhl0xEBRxfaSJOLxJdQqwAnamwQioiiineI0LUmqlYQgkhSWWjO0aPUSwfDkwdJq0SAKArKioNeLePwJNBqR8mIDkTB4fOmjGxlmDdWlBkJRZdrI1fpr7WTZtLR1R2ZdzU3EhlV2Vi+1cviMn9f2jaSNXC2oMlFVauRSW2hOnkwajUAgLOPyqHq2MZQU6DAZReJTON01CzIoytNx4qIPr//Koh96nYjdqiESk5E0aqPxK0E4ItPSEWTP0RFaOsNcM9/Cjg1ZLK69cudyRZkc8UkkFM7U+ahr8iOKAvMqTFSWvLMG0LKs4PFNTvucu+TjQqOP4gIDW9ZmkpM1Pkhn2rTk56YaHV4pevrDvHXIRSympCWil2Mcmg5efzytx1dOlo5liywU5xu4foV9xkrZ6fbb3O4nPo0OKxyROVPnpaMnRHGB4R277adD/1CYI6dGcI0K7+02Le/blp/iwweqhEKvEyfpH2FMSxXCPWrlUlVmIifryn9fo0Fi+WIbJqNEU5uf5rYAfQPhaU1FrRYt2zfl4vfHGfHEZm2sfDlQ7Wj0XL8qi7bOIMPOCMEpC8O8HAPlo1G+U+dGeHnXAAX5BlYstWM2znAuYw7qsyzyzCYJWVZwuiJkzlCNOjSsRiRrKsxXxetsDK6R+GhbrZn32TsYRq8TqZiDXc2YTvk9gfx7SAtRFJE0akWiIIgEw5Bt12LSCfiDAqIksmbNJprO/4Eze75HUeU2hrr2E/B2IQgiiCrhEiWBeEIVTq9aYkEUBdw+hXBUpqpch0YjMuIef6FLCvQgCgw4JpMNnVZAqxGREYnFx85RGG04PdmtXSOqZDEen+AXBmruXBLUsO40kDRjxQHpt1EUiMRAoxWxmOf+CA86YjR3RsjNkli+KH21mSgK+IOqCV/ODM2rx89FQasVqCw1TooiBYIyTnciJcXn9cXod8QpK7zynn+JhMLFpgAnzvu4/horS+ZdGTkadEQ5U+8jJ0tDaaF6rSajNKdoWDoEQwle2+eclH6WJIF119pYuVgN/1eVGactaric8959yMXQKCFRFAWvP4E/kECjUTV302n5AqEEzjS+ZZcDq0VLRbGRG9ZlUVmWShIURcHpjhG9zHTpGC42+Dh8yp3yfaNBYl5VxmVXcI6hdyDM+Uv+ZIXYVBgNEpuuz+aaBXOrbIzFZc7UeRhyzj2dWVJoZOu6HLIn+GNN9UVq6Qhw9MwINouWHZtyU7RekahqAdHQMjniM+15xuQ5RZElSWDr+lxKCw3sPeLAOYNnnlYrIgoC1yy0JHVIgWCcwyedV6WCMxaV8QXirF6ROWOFns2iYcQdIRaTqanIIBBK1Z6NYTQRPyvh0GpFrllowzUSoy2NFmsMBXkGbFYtl5p9KYL2d4LrVmRi0EnsPeyY9lrsNi21lWaa2gLT+rBNhKIoc4jp/c/iPbL1LoU46h6v1aoid61WrfwLhGQsNi0Gg6rZMtkXcMPHnmTFpvtx9J8g5OtlZPCs2iMREVGQUAQBSSOhkcDpjantFgQREZlEXK1gFCd4D8XiihrZmjJhBcIJ4gpIgoBpdNXhC8RJyGqEa+Jq3j3qbaXVCMiygtEgEY3JDLlUPxfLNJ5P/mCCti7VSiE/J/2kfLEliEEvYTVr8AVmntBCETlpJFpdZsBilhhyymk9V/qGonT1RagsMZBp0+BPUyUFamXNoCM2WhUGfYMxHFNSjrUVRrattWEcrejs6A3TOxQhnlAH9eJCQ8qKPR0URcHjj0+KXnkDCRrbgphMEuUlhssiR+q5R4nGZIrydSysMeP2yJhmWhHPES0dITp6wik+Pnar9oo9vhRF4dwl36h/mAqbRcPCalMyXSkIAuuvtXH98tlTGZea/Rw86Sb8DiYHtQ2OddoiD48vzr6jI5POOR28PrVzwlRStXi+hTUrbVdMqqZClhX6hyIUF+jVqtAZzFqz7Nppr8vnj3P6oiepo4lEZLp6wzjnkG4fg04rkp+rT5vSjcflpFjdPZp2TgeDXmLTmmyuWTg9KfQH4rg9MQLBOK/vGaK5bW7VqCajREWpiU1rstNW+47hzOh9uGbh+DMXCssMDkXwBVLvx0Sy19bhn9RmJh2KC428f3s+VouOYVcsqfFs6/BTP8EqobrSwqZ1eWTZdDhcEd54W21hk5b8KMqodmn28aK0yAiCwuA0diqgZiGuXWpncCg8o9P95cKSoSU7W4/PN3PhQ3W5mXAkMeM5jkFQnR/+v1+NKAjCTkEQGgVBaBEE4btpPv+6IAj1giCcFwThLUEQyq/Gcf9fhiipZEsSRQRF/f86rUCmTYcvoKDXigiSRDgKCCLl827kfbe/Su21X0aUtIiSAKj9D/U6CUkUaGwP094VQ5AkLCYRSSPRPxxDECTsEybDps4oGklkXuXkVXtje5hwVMSSIVFcoA5E9S0h4rLA4trxbeMJhYvNYexWCX8ogYLANfNM1LcE6eiLsHSBSY2eTUE0JvPkK8M43DG2r7NSmJc62DW0BXl5zwiyovD5D+ZSnSayMIZAMMFjfxzmjQNuojEZm0XD1utt1FaaKMwZ33csJtPRG6ahLUhTR5hsu8T2dfa05zjoiHL2UpBDp730DkaRJIFN11lZsXhydEklyCKJhMKwK0ZTe4iOngiFeTo2XGsl2z47+QiGEpyqC7DrkJvegfEBxW6R2Lzazra19su2U+gfirLvmIee/ghajUhetg6DQZx1/A2GE1xsCkwbFQEoLtCxfX0m865APxOLyQw5oykTrCyDwxVnxDu5zH5RbQZGg8SFxgCNbcEUq4/pUFtpZtVSS4qT+1yQSChcagnM2CUA1Oq75YstlMwSwXOMxGhqD6aI6W0WDflpmpHPBkVR0hIUjy/OwRMj9PZHkqayVwKvP0ZHdyjpbZRh1nDjphzmVV++TcZEyLKiEoV9DpraAixbZGX7ptwZU1PZmboZ03enLnjYf8ypajwzdZdlu6HXS5QUGpMRN0VRiERljpxy0T9qOVJRYmJeTQbaCQudnCxd2pRofZOPN/cNJ4s2WjuDtHTMTk40GrU11Nb1OYTCcXz+ON39YTq7A8nfWacTmVdpxmTSYDGrLWx6+kPs2jeUUkUqSBKCIM4pxa3RqJXeM1ljAJQUGRFEgUHH1etgABCNJdBoxZSKyonIMGuRJObku6YoIP6Z6xHf8XJWEAQJ+CmwA+gBTgiC8KKiKPUTNjsDrFIUJSgIwt3AD4BPvtNj/78MBQFJlIgD4uj4qNeDTguRmIBGFAiHQZQktFqJaAIMRonFax9k8doHVR2koPa600mqN9ewO4HLG0/2ThQAnWb05ZvktguMpTAnwGIS1F6LGgFrhvoSJBJq5aRlguZLENRJUkHCFwCtViLLpqGpI0QsBpUl+rQTo4BAPAbhGCyZZ04b+dl/wocvKHPHh3Mpzp95QlJQiUlpkY63j3np6ovw2ffnsGTeZDIw5Irx1lEv65ZlUF6sR5JELNPMH31DMYZcUeZXGjGORvdmmrj7h6O8echDTZmeVUsy0OtEasrnpllyjMTp6IlQUqib5M7u8SWwWqTLrhKLxRUuNoUQRIV4Qp1Extz+Z4M/kKC1K0y2XTutKWt2pi4lGjC2op9tgO8ZjHD6op/N19vJmXCtkiSw+Xo7CAoj3jgW03iaU1HU6rzZtB0TYbNortjvKxyVaekMEk8YZ0wxS5JA1RTPrwuNPkRBYPGElG95iYGcLO2sthxzRV1TgMHhCJvWZE7SktksGtavss+ovxmDxxfH4YpSUWpMef+K8g3ctFk36fe/Us+4iejuC3H8jAeLRcJkUs1f30kUoKMrgFEvUH2NqsNa9w6c+72+GAeOuZhfbWbYoZLVwnxD8n9TMZUcxBMKzpHI2FAMwKY12XM+vj8Q52K9h47eEFaLlnWrspCV8cq+MxdGGByKcOPWfPR6iWWLbWrjd18stW2NQtqWNYqiEIsrk8aTUDiOnFBSSGo0JtPVE6SowIjJKKkV7gaJnKyZFxahcAIBMMzheZFlhVhMwWbREQzFJ1lDTEQsoRZZzKWAR/WEnHWz/1FcjcjWaqBFUZQ2RVGiwO+BD07cQFGUPYqijFH5o0DJVTju/9MQRYjrYzRIXXToBmgTBzmd6OSn+1tBC+ihHQdN0X7CmggXpS4alX76tA5ckocz+kaaxC46pQHq5T5Ox9rJzleordXTrxmiPjjEkDeCzaohognztquD1mE1tG3JFOgXHXRPDc8KEgldhOOhTs62qaXWNqtElARPnu7CFVBX/JIoIOpk3mzrIZSII2kEfIEEBoMGSS/z2PFOhjypoV+tVqC61IA3HOfne1qT+5sIjUbEbtGSYZI4eNbNT3a3pN0OVBKUnalj0B3jD+e7UDSJSSvRiTDoRWw2zaSGuLKscKrRyw9fbUoeY0mtkc2rrLi8CS40h5IrTI8vwetHXPzHm5PPJydTS7ZdQySqTHvs6VCQo8Vogb1d/fgiMRwjcbz+OAdO+WjtmttKMhQZ16toJKgq02PJ0NLWE0lrGTEdcrO0bFtrpyB35gk7HJGTlaoAJy74OX5udm1NYa6eVddY0np0aTQCPr/MvmOeSdWngiCw8To71y27MpPL2RCNyby0f4h//FMDrkAUs1Fi65pMFl5BJMfljuP2Tl6BS6Jw1YgWgE6neuOJU4itKApzaqgO0N0X5kydl93HHPzg5cZJz7IgCLN2P7gS2K1aKsuNzK/OmJNOciaEwgleeLufR491YrS88+lNEAVESX2ud2zOY17V3PWR0ZjMrkODPHqsg+w8bTJSp9dLM0ZsJmJgKMzFRi8rl9goKzah1YqTFne52XqKCw1JYnWp2Ud9g5f51ZbUBa2iCsTlKbm0iw1eXts9MKn5tsmoYdkSO1qjwN8/X8+QR33vRtxRjp8ZYXA4nDz++3cUJtsnXerw8M+j78v4YRX2HBpi/1HHnK5ZFAU2rckhK1PLrmmarIO6OC8qMJKbraOlx8ffPlfPkDd9SjEQjXPU4WQk+M71dFeKq0G2ioHuCf/uGf3bdPgi8Fq6DwRB+IogCCcFQTg5PDx8FU7t/7tQEGkWe/GKAQYZoQ8XHoLUBYZpEDqpj/TRlhhiX98Ap+QOvAQYwE2fNEyb1EdClBnGR5fsZIARRgjwt69e5FjvIJ0M05YY4se7G4knFBrpYSDm46GnzwJwbHCATnGQ/zh5IUnAAHKztVyS+xiW/dz33ClcgSj52Tqao8M8faGdX+xrTW57on+IXZ1dPNPQjCMU4u9eaCI7W8ChdfNaWxd3PX4qLUlaVGtiUHTx25NtfOW3J3EFoiQSStKb6QM3ZLJ9o4l/ermJH77WzI93N/Lo4fa091ASoaRAy9ttvezq6ua0c5C//1NTynELcnTcvNFOQbaWaExJVlZGogo/ebOVn+5v5uH96jG0WrVN0dJ5JlYtMScHtHhC4fWGPv7t7UaeONLFq4dd/Pi1JoLxOO/bnMmm66wzprmi6US8AuxpHeAXh1r42e42/u75Boa8EZbUGmeM6imKQkNXgH9+qZGndvXzo9eacQWiCILAvAojW1bbWL9y+v5wEyHLalm+IAhkmGevsjvV6OXv/tBAt0P1vtFphZTejq19Af7+hQaGJwyMBr1aqTqd/izDLLGo1kRezuTJWJLUCK3LE7viqsyZcKBziP8+0sqzJ7uJxmTePuniX6aQkLlgwyo7a1amaspicZkzjR7+c4ZFw1wxr9LMumvtST1UIJTgxb2D/PCVuZ/vvEoT61dl8np9Pz872MKzJ7tTtlEU1Zbgcq1LpoPNqqW63MyeEw6+88R5/uWVhiu+F5GoTGvExysdfTx3qif9e3UZsJg1FBbr+OdXGvinly5d1mTt88d58UIvu/sGOdrvvKLjZ5g1OMJRvv3SeVoGU81fGzp9PHW6m5Gger/MJg02qybZEWQi+gIh6kweBn3jvlTxuMzR805ebenDGx0nNWaThs1rc3jhXC8PH2/nyaNdgEqM7TkaXqjrwRVQZRQFeYbkWPKbvR384kgrT58Yf24EQSAYTfDchW76R+a2SCzMN7Kg1kKvM8gPXkr/PBTmG1i0JINHjnTwq/1tPHKynd8f60q7v4MDDvYMDfH40Y45Hf9/Av+rAnlBED4HrAJ+mO5zRVH+W1GUVYqirMrNzf3fPLV3HTSiQID0PbSc8SDDjHsVyVOr9qb5VTtHgmRpx1flz5/qwRuNEUSd9FoGvRy84KXepQ4MrnCEv/5TXXJ7m0kkrKjbDvkj/PZQO5G4wnBEJWQn2scHlC9tLmdpfiYne1z86swl/lDfzhPHO8nLUlfyp3tGuOvRVMJVWqCjctTN/mT3CHc9epo3Tjn4P0830j8SJidTwxPHu/n9uXaC0tiLKxBPqKTAGxjXv4iiwIJKYzLl2eML8tipVp450c3bp9z8wx8budTj5V9fayZOAlEUOHTew18/q5Iao0GkfNQZX5qyELVZ1NSo26s2ac62a9i+MJ/FeZmsq8hmT+sAP9nXzLMnu9FqhBlTjacavdzz8AX++vlLk+6HTivyrQ/W8N2dC8gwS7zY3MmupgEqSwzJa5qIMVIaCiv84q12fnGohZfbu/iv/c2TJk2DXsQySyWkLKtasxMNXr7/VH2SPM2GU4MO/tTcxSsX+wBYvjCDlVP0bE8c7ebhY638/njqRD4dtBqVKGakiay090R4cd8wPx4llVcLOq3Idz8yj+/dvICPrypFAA53D/Gro61pSchMkCRhUo9Lj08tevD6Evx6Xyc/2t142fucDYqssLd9iJ8eSE+a0kGnEynM0/Ptj8zjOzvV656IYChBa1eI53f388NXUhcuVwqbRUMfAV5s7uPnBy7//o7BbtXyF59YyHdvXsBNCwp48uXeZGTySrGndYiDw8M8dqqTZy7jvLIzdWyuzWVRlpUb5uXS7wrxDy9cot81t3cJICdbz3G/k/NDHv76T3Wcax7hp2+NE/MjvQ6eudTNs6d6ANV5f9Ad4Z/+mHrNj1/oxK2N8fCZ8cWpKAp0JAK80TvIn871Jv8eicqcaXDTNxzmtlXlfH69KrMOhhO8UtfPT/a18MyJbvYcG+IfXhgftx58fy1f3zaPT143+blpivh4s3eQP57tmfWaQ+EEz77WwyOH22mX/Tx6pjPleehxBPmnPzXwmwMd/PJIG9l2PQ9tq+Vz69LLwSOjHjzB6NWrmrxcXI0Ydi8w8c6WjP5tEgRB2A78BbBZUZT/Gevj/4cgzNGAcWyruazdIlGZJy82Jf8dV+DpU51oBQ1RJY4iS3zrD2cJyuMrnEWFFt447eQ/9zbxqeVlaCSJSEIld3sbHJjCVuKCur1OI9E1HOZfXmxGIwn8xS0L+buXLlE3rDYFfbt+mM8sq8KuH8AdiXC8y8UTR7r42rZqBEHgYmeAF8/1sqYyh/O9bkQJjnc5URSFE90uqkp13L2lGr1OvepNC7P5qKWIaqud7zzRwPWl2RzvcfLtD1SRZxuP/GxfUMjFPg/fu3U+JztG+MiKEv7tlTaePNfGhQE3Rzsc6LQCD91Uy6nBIZ6ta6e6TM8HlxYjigJf21rD7WsrUu6nL5DgzeNumvwOti3I4+FjLdQNjXCi18V3P1xNTZk+ZbJKh6dP9LC7swc6oThHz1c3Vyc/y7fpuWtLNXXdXk62j7ClZnwRkkgoxBNKksgdveTlhdO9fOPWKu7dUUl1qYH3LStgd/3gnM5jIjz+BG8eH+EPza2c7nVRU27gnq01s37vc+vK0OuE5PEURUFRYP8ZN4e6B7l7RxVf3VaJ3aLhs2vLLuuc0iEYljle5+HZ5nbqht1YM6RJ9+9KcaTOzVvNA9yzo2rS/r794XlUlhov+35OxIgnzquHHHQnPHx5ayUP3lLNoibTO9rnGE43unnhTB/331JNrkXPX3x8HvNPXf6+CzMN3L0l9T7uP+PilYt9GEwCz17sxmbRXJX7LYoCt28sp2MwgEeJsn1R/hXvqzDTwF2bq3G4Irza2MdxtwOTWeShHfOvaH+3bazAH0kgKwo6j8S/vtrIFzZXkmVWo6z9rhCPHujkjs0VFNgna5e6o0HqXV72tjjw+WP86libuoh6/9zORSMJPLijlr948QK3ry7n52+28Xr3ABqNwFc3V/PA++dRVGDkY9eWsPvoIG80DBBTZP7Y2EdhvmHSbxMd9VeLTPBZE0WBb3xwPmXFJj66UlX3eLwxXtzbzwsd3Zzuc/PNhfPJzlDH00ybjk+uK6EnHGRtRRa/fauTF5p7ycnS8dXN1RTnmLh/R23KdexcUsCxdicbq8f7QsYTCoqspETYBeDYgJPnGnv44IIiFudY2VKbi6KofX41ksBvD3Ty8LE27lhdwYNba7ltQwVZZh0XW938uqGNL26pSv4+MLtm9H8DV4NsnQBqBUGoRCVZnwI+M3EDQRBWAL8EdiqKMnQVjvn/PKbqLsagFWBimzcF5lxjEUchrkzOf+9tGSY6+rdQIk4oMR6qNkgSO5cU8pfPqYTpn97yEkjE0YkCUVnhfJ8bp/8SnlgUrShy9+Zqnj7RxSvNaii3fsiNRWMg06BnJByhxeXltZYu3JEIayqzKcowceCCl2FPAw/urOb3x7r53elWrivNpn7YzY01JYTsCqVZJtbNy+bj15YQjsh8+9ZaKgsNarQhIfHtpy6yq72HAx19DAXD1JbpJg0yL54e4GSPi8PNLlbk5/HUsW6+sK2EskIdW+fl8uqFQT6/Tp34v7C5AotZ4uOrSnl4bwe/PdbGJ5dV8IMX23jo5koKR4Wg8YSC2SjSFnLw8NEWzveNcLbfxabaXBblZPHYoS5u31A+6YWfDg/eXIXepHCx18Pm2ry027x6foDjXU5euzjIwhJVo3SkzsufzvXyjVurKbDrOdw1yHP1KlG8e0s1tSUqOarefHk+XE3dAZ463o2MzOleF1vn5/Kp1XMjRlnm8Xt/+KKHly708cD7KnmtoZ+nL7STk6nlq5uruX/H7MQtHYIhmVhcwWZRI1x6nUBbZIS6YTdb5+e+I8JyutHLruZ+vrSlghfO9PLMxQ5yR8833fVdKTLMEu0RN78+3kaWTd1/TfH092OuRQYAfzrfx+Nn2ynK13P31mpaO4P0DMyt9dRcUO8Z4aW2Hh7YVsP3StXIVzyuUN/p5UDHMJ9eUzanZz4dMnRaomE4MTjCC6d7+eZNV0aOxmC3aqkqN3HcDUdanNy+LnpF55adoedbN8/nxT0D/PpsG41uLxbzOMl8/FAnvzjSiqQR+NYtk8/5i1ursFq0fOzaEoYcERQF7thUcVnH31s/RK83zG+PdfLQtnks7bcln/Mss46VuVn8w9MNiFp4rqGH+7fV8L2q1KikMspppj5GWWYdd6yt5E9v9dEQ8PLlrZXU+zyc7lPfqc+sKaPPGeI3+9r54pZKDnc4OTfoYU/jMN/72ALmn7GkHOtSh4c/nuvjq9uryTLr2HVpkHODHnbVD7GkzA7A7sMDvNk0yPc/sZAcy/ji2GCQ+P4nFlJ7MoPewRB1Di9vNw0z1B/hD2d6+c5HF/DlrZWYDCK3baggx6JHlhXONo7w3Rcu0OD2Yc3QXpVFwNXEOyZbiqLEBUH4GvAGIAG/URSlThCEvwNOKoryImraMAN4dnTA6FIU5QPv9Nj/L0MRBUQE5KkxK0FAmGDQJgrM2OtqKpaX2GjqCySjV+7IeJDRpBW5ZUkRr18YwhePEk4k+PJvT7G4wE5B2Ih/tE+WrMCO2gJOdY/Q6w1h1EiE4gn+5sV6Hr7jWhAV9l9ycGHQDaPpzuvKM5mfZ6PfGefGahOleTpkBZ4f7Ob4IBTn6LjvpkoKczSUW604vAk6Rry0ur20uj187+YFnGz285M9jfzTx5YkX6R4QqEkTwftMBQMT5pwW/qDPHeyh3KrletKs9lQncvvDvTyh/o2BAGqzNk8e7yfe3aMr1InTqZ3bCxHqxHwheL85mgbFUU67tlajT8os+ukh/qRIT61rphMq4ZtC/PYVT/Eh5YV83+fb+bV5i5kZL4xhwmjKNtAhk7Lmd4RXr84yIKiVP+gOzeVo9OJfG5tKcGwTDAsc6R7UI3ClarRr09fX8aQO4onEMMVuPyJRZYV9p5x82/7LnFhaIR7N1cnU2hXMkm91dzPU+faKCvU8a0PVFNZoudj176z2ph9Z9280dDH9z5SS75NbQJ+944qcjK1V3yeoF77k0e7eO5SJ3aLhm9+oIbKEsMVk7e3T46wr22AB26pTjknnVbk3puqycvWzWn/u4+PsKdtgG9+oGbW67tvZzUFufpkGueli/08fmaUfG2pRlGUd7TKv2NTBWaTNOleDzmj/NdrbbzZ05eMuFwuFEXBbtVQUmiAQZhbrH5maDQiH19VzJsNgxzvHOHZk92XfW4eXyxZ7Xak10Gj25tC6u/YVIEoCty2sSLl+66RCAPDEby+GMfPuAlEE5fVNkpRFG5eVMSBJgdHO12cHXSnRJh3NQ3wfHMP926p5jtlC8iJ67jkSNV3JW/plFsbDMZ5df8Aj5xv59KIl/xcPd/60HwqSkzJ3/lf3m7g4ePt6PUSX95WRVSRcQdiaDQiX9lUlXKoR/Z38kx9N3abmo348g1VZJg1LLRb+NZvz/H1D87n5PAIzzf3Mu+0hbum/C5j47ArEEWQBOqaPXRbgvyxpZf55yzcvaWar9+sjq2xmExrh59f7G6jwe1jU01Omvfqz21penUiWyiK8irw6pS//dWE/7/9ahzn/58gSWmIFkwiWqD6h4z6tc2+T+A3d65m+w/3EwyrxElAYGyP1blmcsxGfPHxXL8zFGF/+yAAWUYdOkUkmpCpH/LiCqtELc+sJyIrdLgC/MUf6vnhx5eyo6aE+546RXdAfekXF9nIsxr43YkGyi023mz18P5FJaypzGJpiT35Ut+ztZqHHq+n3eMGYEGeDYtBYvuifB763QXqh0f48e4GHv3iamJxmdPNASRR4CsbKzHqJG5fN06cfr23i6fOtbK8KJOzfSPsbhjgm7dWUl2qxabY+OmhS9Q7RsjN1Ewib6GwgsUskmfV89BNtWohQOb4xKiR4PWGHt5o60Kngy9vqMFqFrl7i0qS7KNRl66hKP/8UhNfuaFi1knyi5vLMehVMpUOORY9D4xGg/ad8fCr/e0UF0o8sK2GT4xOrGatFiUh8YsDrWRmaNlWU8ir9X18bt3cog2Kog7cF4ZG2Fybyxc3VV02eYnGFPzBBJlWiXtvrCIva5wEfWlDFW8eG+HUYAf33lh5RcTopYvdvNraQ/lxHQ/tmAdcnWiTKAp849YaqspUgtUzGKF/KHpZzasnEpm3Wvp54mw7Rfnpz+1yzvlQ9yBPnmunvEg/7XdkWUEUBXIs+knpvwfeV01Rvkq+4nGF1w47OONw8LWbUkngXJDuvHU6gQVZdhxK6IrTfwfOjPByXS9fvrGC8kIjH11Z8o6JIcCrFwZxRSKsq8y+bOIcj8u8un+QcyMjfPvD8/nijnL6IkG+t3PBpHuXZzPwzVvSL6qeONLNI6faybRpCGlkHjvWQXGBYdrfcawP5Jjlgj+YoKHZx+JCGzcWFky6hgstHh472Mmd28rJHh2frAYt333sPM819pA/RZIwneREVuBgj4NLI+NE0iCI1BoyePxwB59fV8EXNlei04p8fn052Rl6At4ET9d3k5epp1w0s79zmO98dPy+PHBLLcWFhiTpzzLruPeGGv7++XqebeihoszMPTfVkJs9vdTi+EUXL5ztQaMXebm1n7s3jS/+QNUPen0xEgmZvSeGsdk13FtVnXbc0onqmGzUXf1q2rni6tUdv4erCnGqDfcopo79wuj/5iL702pEtVWMzY4rrBKoidRtUaGdmM9MXoaBYCSBP6ZW3mgRiKHgCkW5psjGgCdCud1CMJJgJByh0xNkZUkWdoOeY50OvvTIaZYUZrKk1Ep3g0q2+oYSaMUYX9taQ31XgE6fh8Ntw7jCEbYuyCPLrEOWFQ5e9NPiVKNhmQYDsZjCiSEXb9YN8ncfWcSPdjXyl7cupKUvxC/3tXOyfYR2r5vv3bwgZQC7Z0cFhbkahtwRzvaNEE8oZJr1mGNW/uPYBYYCoZRV6vm2IE8c7ebOTWUsLjMiCELKBGPQi5QVaKENwjGFXSe9dIYdfGGTmjZ8cGc1eXYtHQMRfnGomUxrqo6ouS/Ic6d6+PLWcnIy9JPI1Gw4NTTEwf5e6IcHto1HOzKtEt/6QBW1ZTo+tLyEH77YxnN1beh100cbFEXBH1IwGwQkSeAb76+ivEjHJ64wSnSuxc+Tx7p58JZKynON3HpNMT/f3c4XN1eQa9FxuHuQ351pIy/ryrQ+OVlaaAVQrspkPBGFWeO6tP8608Zjp9soyNXOSavW3OPnl293cu9NlVTmm/jGrTWUFc5Nszcb7r+5msLc6aNg51u9PHqwi4feX01J9mR/r4nkKx5XONwzxFPnO8jP1vGVTVWEI0qyy8GVwmLWEDZFOH1+hN31g1RvziAakxEE5tzEfG/7IM/UdVFVauJLG6p4cf8Q551O7n/f7NG8mfDVbZVYMiRuW68ueBRF4c0jwxzucfDALdPvW1HURUN73MfvL3ZRWWrCORLlWJeLl88O8PXCudmN3H1jFZl2bVK4bbdq0/6O8YSC0xnhzaNDXPS4+c5HVOJiNkoMaEK82NzH92rUv/n8MfaeGOa3F9o51eemrMTIfdvHdVLf/dgCak9npKYRR/879ZXJMGv4y08tZOEpS3Jh1Nrh5z9ea+Zc2IOMwkM75vPQznnJ79z3vhq1GtBm5YdvN1Ln8FJVbk6+08XZRh7YMY+pmEiwpltwnG1y8/SJbuJKgmcv9nLf1pq0EfaDZ4Z59mQP3/nIfLzWGE8f7OF7Ny9I+5suz7XT5vZz69KilM/+t/Ae2XqXYjqylbIqQY1YzQUCCi9d6OXs4GDaz406idcb2xjyhzGK43uNjR611G5keUkmj/d1MBwIox/dJs9s4HSPi6pMG/kZRpqcbpqcbpYWqmaCy0vs1A96eLPVy/031GAzqLonVzhCid3EtoXjOqVdjX1cHByh2Gai1xNkJBymLNOETczg2WMD/NunlmHW6rj/0Tp2tXUCsHleLh9ZWYI3IGPUC0k/q9IcA/dvr8Hpj1CYbeDTq0vxBWV+c6KJoUCI8iwTd62fx6OHurh9vRr9OdjZzx/qWmkcHuE/P7eCyrxUs75oTOGzayrIsWn5wLISHj3QyS8ONWMxiXx1czV5Vj0P3ljLm6ddtDl9bKxWRe2RqEJ9V5DDnf30OKI8daYdW4bEPVvnTjqCYZnPXF/G3oYhzve7U1LI+bbx1ezd2ysoL0w/uCcSCg09QV6+0EuBxo5D8XDnpnJyLPqUkP7l4EjvIC80tDO/Qk1tPnGki18dacFoEPn6TbV8/f3VlBbMLX0GasRG9dxVf9MHd9ZQnKPn2uIsvv27S3ztpkrK895ZY+t02Lkkn2MdTq4vy5l9Y+Dlun6eq++gtFAlzdNNJFdCEGeLgr3R2M8fLnVSVWLg3m3TE0ONRuBbH6yloliN3jV2Bfj57na+dlMVtSVX7gIviQJ37agiezSVqygKrx10cKR3iG9/eN6cyNLXdlaTn6Pjw8tLcHlinBwY5snznRTmTR/NmwvybAYevHF80o/HFf5wtps3uwawZ0rTiuZHPDFe2jdEKJLggW01fHxVKdFYAp1W5LYNc2+AkmczTBKMT3ct9e0efv5mO1a7yNN1PVSUmLh7aw2iKPDlG6omkbQj513828Em2gIBts7P5bNrJ59PjiX9PRNGtX9TfbZA1aVN/M6QN4JTGctwpD6vJTkmHrixlq//+hx1Di/lmaY5RTXnEtH907lenrrQxfvnF7K6NJMPrSymOjdVd/rChV529Q1Scy6Dj60owWZJP9YBnB120+oP8NL5Pr5R8M60gFeK93ojvksxnSVTuqTGXBMdWo3A59aWYdKk59inu0Ywj85bypQnw6bXsiA3l2gcbru+gvwMIxE5Qa7JwLLCbPLMBtpGPAz6Q+RnGPnwslKWFFu5d0sNy0uy6fGrJqhD7jjxhMKCXDsAPe4gD+/t4cdvtNDliLCiJI+NNbl896YFrCrPZmVpJl0jQZ6/0METp1t47lQPBh1kWVWit746m3s2zOMHL3XwwmEXP3xNLYv2+GWCYYVEQiHTpOPerdU43Ql+tb+VJaXqi7ttQT4vnBrkP94eL7v/3NoyNtXmcnHIxev140W1CVnhyKUA//paM/vq3Px0Vwe3XlNCoV3PV26omBTejsYUnB6ZumEn5wdd7GtRPeN8QZnHj3Tzw12NZNslvrljPp9aPTPpaOoN8m9vqJYGsbjC26d9/PytDv71k0v59k0LuHN95aTtZXm8IXh1oZH7tqdfvftDMg/v6+LnB5t5pa2d/9zXNGu5fXyGlFo8obDvrBeXL8YD22qTqc07N5Xz0Lb53DZagDA22M5lAk4kFN484eHv/zhuMTD2/QOtDp6ta59Urn41cbTLSd2wm8PtczNivH1DOd+7eUGy0CIdYnGFVw+P8PcvvDMrgqnYUpPHkjw766tnJ4YT7/+bTQP8qbmL1xv6p91+asuXuexXEATOjzj5/cXUkv2J8HjjyfZPY9/vHw7zt89d4sOriie9U1cLXn98wgJletKbYdbQlfDx+OlOTDoNNoOWU+c99A5GZnwPZkIkkpg2Lb2vw8FrXX1kmLTsKMmndzg86Zn/zLXlaEcH5bdaBpNE618+spSzdW5+8PJcnqlkK+pZz3VP2xA9kRBrK7PIjur49zdSbT4EQeDBW2uptprpHAny/Kmr8y5+7eYavrF9HsOOCMe7R3jxbF/a7QrzVFF9vyPEj19s4uaFhdOOK1FZfY5D/x+3fngP/wMQRNIK5BVAL2qITLBnmOur7w3LNA+5+dVtq/j8I8dSVjjnez0sKrSyvjqbT11bzndfOE8gph7HH42za7TKMNdkZH6ejfJsIzW5Vp482QHAvBw7nnCEQX+IN+r6Ccbj3LGmGo9f4cPLSul0BdBq4KWGDr62tZptSg6BsILLK/OT040canFSkWnlQMsw/pDCmV4nK0uz+OqGapYWZSMrUJ1l42d72/jKtlIqC9V016OHunj2fAtd5W6OdTqwZ4iUm/M43tPPiuJczvc5uGd7GY8e6uJ3p1v42tYavleuDuTBsIw1Q6FrOEb/SITCTD3//qnlPHuye9JAn0jAi+d6eOpsCxtrRjjQMoxOr2AzafjS5vJJq7WGnhCPHermcxsLMRlEPrKiBF9QJtMq8ODOCuaVaeeUplMUhd/s7+b359TI0CdXVnDBOcijJ1ooytGkRMRicYW3Tvs41T/A3dtn1olZzSJf21FBbamOm5bkz2oPUd8Z4LeHurnvxgpK0zQIVxR47VIfvz/XxvduXoBO0BCJKZeVHp0KQYBDnQM8fro1Je142/oydFqRT18/98k4FJHZe8bDRdcwX9w88/2ZamExHY7Xe/nT+V4euqVq1hW7IMChrkGePNdGbtbVq5Y61O7g4pCb/c0OllfY5/y96a4xISvE4wotfQEe3tPBfTurqSq8vH6XsxUAJBIKbxx1cGbYybc+VJv8LfZ3DPNKew+L55nnlL6dDicvuXnhbC8P3lJDrlWdlONxBbNR4lu3zmNli41PXT89MZ5axNDQ5eNH+xppC/iZd9ac1hZjJoTCCf74dj9NQS/33VxDhk6DwxUlL0ePRhL47NoydFqBDy0r5r/fauPXJ9opzTcmn5HXDg5wtM/JX3xiAXduLqe0yMhn1pZjECX+dK6PP7X2YrOoz9TxOhev1fdz3/tqJz3jijhW1Tr7+d6+sYJBZxizSeJwt4PXOwYxGlLlEIIgoBtNFc/UNPpykJ2h5461lew5rhoXhKLpHeRXF+dw2O5CFOGVzn6uqbdxV970cok/N94jW+9SiKKYViAPEJUnP3yX8xh9+bFT1OTZuLY4h1M9w1PtUKnv9/KVjZXcuKSAQafEfx48jycSITH6sJp1GoaDIYY7QmhFVdCdY6sBRcETgEePtWI1aPGGYxg0Gl4814srFGZ1eQ6nu12sLMvipnll7G8Y4cefXkJNnoUeZ5jBgI9jnQ42zMvkjjXVDI7EWVKQ4HS3i+ursnj4UBtneh3851sK5wecvF3v4MefXEaWWcft68sw6QW2LxonDb892MWjx5u5VD7C8U4HVrOARbKSn2Fiy/xclhRlApBlFtBpNfz3oUbybBoe2FHDoDOBNzD5ruq0Ag+9r4LyQg07FuXzZt0gLb1RnjjZhM0scvPiYh4/3M2XNpdxoL2f5y62UFOi4a4t1VzoCPL44Q7u3VFOea5hzmk6QRC4d0c5xXkSNy4oZu+5AFFZ5oFttWknMUGAXS09/OF8O3qDMmPpvCAIVBcauadQPZd09hDdjjC/O9LFlzaX80ZDH8+cb6W8QMO9N6ROglqNwDffX0lFkZYPLivh7TNezgwOct9NVyaEB1W0/tAtVZTkp6YHHCNx2nujuH0JsmbIgMUTCqIw3ktub9sAT59vw2qe2Y9rrgL2Nxr7eeJsG6UFOu6aZQLWSALf/EA15UVzT6OCSqJFAS51BXjqWDf37ayc5Od024ZyjAbxsqNA013jsToPfzjdQ6Zd4oXGLqpKjdxXeHnEZ7b7J0kCbWE3T13ooKJkXDA+Rjrmei3hiIwvECcnUzspPfvyxT6eONdBcYE+Sdr2nXbySl0/3/3IPO5J8wzPdA1PtXfRFvCzuTY3xbATVKLx6oFBmoKepN3BRCQSMmedIzxd10VBrp41Rdn8fFc7D95Sw4Jyy6Rj3buzhrycyXq/zrif55t6yN+jJzOgx6NX5wCTUeK7H53PwvOq3qqpy8tf/OkCzV4/+bmGyc/kKBearXo9nlBoafPROOyjwe3j/htqWLEwM+U38fpi/J8nLnDJ5WNFkZ27b7h6Vgun6lwMR9UCLKMulabIssLZgREa3D7issxX11clo+np8Od32XqPbL1roRVFREghQzCZXGklkVhibqF+gLii0DDoTv47XSXj2W43Oi14El48E6whCqwGfvCR5fzXniaOd7qIyTLff+EiF/7mJgJheP2Mh7WVXr64sZy/e6merpEg4XicLJOe/Awzd22ycce6cj7zy5O0jXj49nMXeP6edZRkG/j5bSuS0aTHD3fx26Ot3LK4BEcgwoA7zJleBxuqc/ncdVX89cshTnU7ePCpc/z3HcvJnaBRGCMNd2wow2wYJ2C3Linma0+dZdAf5P++1EiZ1Y5RL/DdW6u4c0MpOg0sL8rlP99qpXs4yjNn27CaJwvL86zjeqa7t2Qw7I1QW6JOnA/v6+JXh5uwmES2zMvjcKuT7YtULdre1n6eOd9CZZGGu7dUq4UA9SEOtvdy1w0ze3GV5hi4b1sN4YjMj5tbebmxY5IofiI0koDNrK4yZ+p7GE+oonirWZjWzw3gd0e6+OWhZsxGkds3lGOaMqG3DYR47HA3X91aTmGmPqn3UhSFBncnjxxvoSD7yoTw/e4Ijx/q5PYN5Wm//0ZDP8/VtVFRpOVrBeknzmhMYddJD2cGh7hnhxrJ+s4Hq6kqvjyyMxPuvbGSvCwNC7Oz+McXm7hr28wRs8utnJRlhdePjnC8bxBBUtQKxzztJMJ7NaoxQSUuep3Aoe4h/nCpk/tuqLniVJ6iKITCMkaDOK1GbVl+FotznGyoGk9/Xu61nLzk4ZkT3XzrQ7WU5o5r9+67uZr8CRYYACcGHDzf2MW8s6ZpFzz9rjC/PdDBnZsqKMgcJ7Sfvr4MjSTMaC9ypNfBcw3dnO528/PbV07yjjp60Y0nEOPeLdV8fFUpTx3r4vWuPpa1WVhQPtnqZewexBMK/kCcDLOGL26twpKhRRqReK69i0aPL2kkWphlTJKqv326nmavn9XlmankQ5j0n2nh88d4+kQ3DW4fZXYjH1wxWTMVTyhoJIFIJIHXr5K+VdWZyQjiO0U0JvPwgXa6wyHWV2dx+7qKlG0GhyOY/RqKrQZavAE+kqGdeVH3LmBb72m23qWYTiA/FZdDtMaQbzaRazaoVgFpPm8ZCtLQ5+Vjq0rJ0I/z8VBE4XdHerm2IguLTm1IHIrKnG73IQgK7R4HR9qHaRr0839uvhaTVv2uogi8VNdJ/0iCf3+zA180PPr38WNO1Hx8fl0ZD22fz4UeHwO+IK0OH1/fvoD/+PQy6gfcDPqDWPRazvQ6eP50+vYPY/urzs3g09dVcqZVpibXwvrqbCoyrbx0qY1nzrbyX7vb+Nlb3XxgaQmvnh/kR7sayMsU+fZNs08yuaPky2bUcseGEj6+rBqHN8bvj/VyqHWYN+vUMPinry/hzrXVuAPxpO7hraZe/vvQ7DqpMWg0Aibj2DMhkEio6depGpB7tlXyzR0L+MqWVO+bMTT2hPju05f4/rMNOPzTN3P40uZyvr59Pp9bW5ZWa/Xc6R5+e7yZZ09NvgZBEPjSFlXH9sFlJVfUs/CJI9387EAzTxwd3/eAO8IPXmlm0BPhc+vK+N7NC/jMmulTQZIIJ/sHefjoeLuiuWjGLkeTM7a/1y8O8t+Hm1N+z0RC4UK7/4p7HwoCnBka4vHTbWRaJb67cwGfTpP+8gdlorErT5WMeOO8dNDFD19t5iPXFfG9m1U94Fz1dVPR1BPke0/W09wTnHabBrebOoebA62purhwRGZgODrrs3N62MGLrd28UjdZ15OdoVZhTjz3r2yr4ns3L+ATq0rpcYT42z+kts55/HAnvzzSyuOHOyf9feJzE4vLKedlNEh8/+MLWFFk50SPi2dOTH4OzrtcvN7Rj8WokoJPX68+v5+cYhYcicqEI2oI6kT9CN974iKdgwGyzGrkdFgI0ejxsbzQxpA7kvJMaUf7xF9XkZX6u6UxNVUUhdP1I/zrq+P9M+1WLV//4HyW5dnocod49Vx/Mg3n8cZ45tVu/uWlBhIaKMpXCalpgqXCWB/biThZ7+If/3hpTu9ALCZjNo4WXxmM/HJXa8r37DYtLl2MXm+YfJOeHQvzJzXSng5/Ts71XmTrXQpJFNJGta4GBgPqAGicpizbFYzwgZ8e5r5NK9ixoJCDLcMEIjE8kQhvNnZDI1RmmQmMxEkoCn/1Yj2VWZlkW+M8sK2WDy8v4ed7ugnG4hRZjUhIjISgZdhD3YDaukcniXx5Q3pCkGXW8ZlVVfzxlFo12Trs5wcfzSM7Q8/tG0o52ubkeJeDEruZebl2franlU+tnn7FWd8d4WeHLlA36OB7Ny/g+ooc+v0+lpfZCEfgsWONIMSJKXDP5mo+v6aCPKtuTlVj4ajCoUthTvX2otXAY8dbuXdLDV/fvoCPr1INPG0GHdGIyCNHmsnK0PCVTVXcujyfNtfInH2JNJLAd2+tprpQjcq4AwrPHRrhrfYW/unji5Mrz5wMPV/bNnNkYG9rP683dwBQlqtLar9icSVZyQkqmbx/+/Tpli9uKiPDKKYV+WeZdXx2dSW7zwS4ONzJPbNoyKbitvWlSBJ8foLv2O+OdPOzA01oNAJfv6lm1giIJAncd1MlBdmaOUdnfAGZvee8NHqGk1Yec8EDN1emTXcGwjK/2d/FC5fa0Wkv3/BTEAS+dlMV+dnTm7aGozK7jrs55xzi/p1z90ZTFIURbwKLWcKgF7ngHOax023YrkLLozca+/lTcxc15UbmlaY+Q7G4wvVluWye52bH4tR3oK7NxyMHOnno/dVUF02fJ/7cunL0urmlUCdGzR7e08gjJ9rIMEl84+bxasU7R93dPzWNFjAeV3hxzyBnnSM8dOvkCHOWWccvbr+WZ070pOjB7thUidk0/hxOF8HbfXSI3c2DfP/jCzjUPcxLbb0srM/gnnz1Ht61oxqrRcuFJg+/PtKOnFAw6iS+tFX93b916wLKCszpewSOTigT9UuxuMIjBzt4qa2Ps71ufvKZFWSZddQUZ/Cz21by5LEuTD4Nf/NsHQ/cMg+9RuSsy80zl7qxW7X83aeXsOy0PXldDZ1e/uv1Vu7bWU11cQaiKCCKAk8e7eL5pl6yM3XcuqSIX+9V3eiLslMric0mDX/z6SUsO2PnQrOHX9a1YbfrWJZp52ifgzs2qdKE+26u4dKQh6NdLn67rwOPO879O6upLbOkjt3KaF/StL/q/w7eI1vvUkja6SNbE4XzczU0BdBLICsCsdFVWZ7VRK87SHy0UsOoEQjFFURBICbL/Me+0yQUhXXVuRxuHaY8y0goIjIUCNDuCgBQmW3Gpjfwcn0LAN+7eQGFmXru216KJCY42TnChdGO93qtwm1rKnnxbD/ucJhfH2rjfcsKUs6z3x3hP3d3sKDQiiMYwBeJ8Q+vXuLxL60mO0PPf3x6GV969Ax1Ay5+9GYzFwecSOL0ZdXHu/uoG3SwqTYXq8bOvU+eodcTYOuCXD6xqYSiTC1Of5w/nGvhwRvmU9el8ERfK3dsmN0MVBThYFsvjxxr5IFttcm0i0mr5UhDmFO9LXxhUxn3bC+nOFdiU20eP3i1lUFPjAMtw0lforlg4gAdjcu83NjChQEHf/9yPY/cuXpO+wD49PWlhONxZBluXVqCL6gw4A7zyIFu7tpWTlnO3NIB2Rn6GW0rLrSH+OWRi1wadpFrv7wJPM+q56EbJ0/St28oRSPB59aW0twb4oVzPXxp88yE6HLTUm1DIf7rYD2NrpGklcdckG9Lfy8sJpH7bqqktkzPTQuLCUVkjPrLSyjMdg06jcAlzzC/PdFKYY4qkk4kFM61BjjQOcDnpzG19fhk3jzupi3k5K5tao/G4vyrk2L93Noy9DNor1yeOE8e7GFfa/p34GjfMC+3dbO4ycTdRalkze2N89ZJF51RN3dsvDwiD2pbLr1e5HNT+nPmWvUssWfyby+38v2PzpuUCgT1fT/ncvH42Q5KClX5gj8QZ/9pF41BN7dvqOC+NAuUuT6HF9xuXmjuofaUmVzZyMqiTG5aUpAkSFlmHV/bVkPPsiDLL9i40Ozl1bZ+AuE4eVkGPn19WdrehMCEsM44EdFpRe65sYoLj7k52Org0cPtSTuM4hwTD944j/t/c4bX2gfQGUT+4gOL+O7HFlB90pzWK+uNxgFebu+jqt5E0UUTlwIeHrhlHt/60Hyqz6reXw/vUQsATnS6+OWdqyjMTC24Kcw0cM8NNfQvD7H0nI0PLCnkn//QyEvtfRzvcPGz264ly6zjZ7dfy7Mnu3F4IjxxpovAH2PMr7TylW1TFh3vgjTie2TrXQpJEpAEISlMn4zxv9kMetzhufX1FgQotVtoc6o2DBqRJNECMOsl7t9ew3PHh2h1uUgoCtW5Zv7vhxaxu36QD68oZdu/7k9uv6Emh3/88HI+//BJAIps4+1NbCYd7iBc6HcyP8+GJxTjdLebRYU5yVXHdJnSn+/p4MmTKnn73PVldLtC/OWtC5Of51j0FNts1A24SChx7ruhZsYJ4nNrS9FrYdu8Yu763Vl6PQHKskx88rrSZHjeFYiSY9HwgaUl/Oj1dp4710pCSfCtnTN7ssQTcG1ZHk0OFx9YXpSMMEXjCgfbe/n1kUYsJoGvbKripkXF/J8/nudI+zBfWFvDt+aQqpyKQU+Exw938/l1pfzNBxbyVy/WUWzLuKz2PFlmHd+4Ub2uvRdC7G5swWJK8OSZVopzJe59h0LXQU+E3x3pJpKIc2nY9Y56FvaPRHjscDd3biwd9S9TJ7L/fLOJR0+o3maXWxk2E3Y19NHoGmFT7TvrswhqBCGegKoCI1/OqeLVox5ODXTy4M1XXjSQDqIocNf2SrLt45GTUEThiaPd/KG+DcM0prYZZpHOiIv/PtxCtk3V1s2VXJ5r8/Onsz3ce2NlsknxRMxGLnLsGu67qYpFrembZH96TRnuQIy61iAdC4NU5E+uhhQEONIzxHP1nZiN6Yl8faePV+v6+UKaylO1SjY9KbnoHuH5hi7mnzal7PdCmxenN8bdm6qT5x2LK7zZNMAfm7sxTanYu9ThVYsabq6Zk6bpK9uqyLRp+ciKEv79lWZO96lGsRXaDN5qGeQ7H1GbQpfkqD5cXUuCFB800tod4NGTnfjDcUjAF7dUphDF6RjHgnIr1ZkZdASDyW1C4QQeb4z8XD2lRSZoJ9lmyGrQUiaY+OnrLdy7c3J07/PrKzDoJT68vJj/eKWZJ853UZRvpNaQQVdvEEVR+MLmSo62OTnd5+apo53JtjvpEIokGHJG0WpFHvpgLa2P+Tna6eLZk918aUMVGTpNsq1PJCqz5+IQe/qHybRNqfYdm0f/jKGt98jWuxSSyGRR09jfhcl/9kXmRrQABEVAM4HhuIKT8+CiKHLX5mr+fVdz8m8//NgyqnMzqN6cQSgKiYSqJzBKAj/59AoktMm/5WToki9eLC4QGf17QoEBX5D11dkMeqKMhEIUWY3800eXpj3PkcB4CXF2hp6///A1kz5vG4zSMuwG4NKghw+tnN5fBcYH/jfO+3AF1RTq9gX5KSmAr26u5kJXhGaHuu+5lEhLIpzpGeJQ6zCPHOjBrNfw1S1qJOHe7WXk2QU21uTxozdaGXDHOdI+zMaaXO7dVpF2kpoJoYjC745281/7GpEkgXtvqGJTbS4/P9BIaXaqkWHLQJjfn+jhq5tLpx3ozw/28buTTZOicukQjSnUdYc52N7HZ9fMbFvxxNFu/nNvI1/Z8M56K4KaOvz5gUb0OnhwgoXE3dvKybVLaSvD5oKOoRC/O9zDl7aWUWAbvzdf2FSOxSS+o3Mew4WOEE8e7eb+G8spyjbQ7BvmsZMtFOdeWdHAGPpHIjx2qJM7NpaTP3ruU8lNhknkwfdVUlM6faRKIwl8eWsFdouUso0sq75ph7oGJvUOHcMfTvbw2OlWcrO0V0R2JUlgfpmZ2pIqgmE5xew1y6zDpNfwcnMbtedNKfYhNouG7390HrXlxrTXJ8sy//piM2/39iNplWnNS9PhS1srsVnGiWs0JjPijpOTpeWNhgFeae3lm1Xzxzs32LR8/2PzWXjWnHIuTx7t4vGznVwa9vDLO1fN+kxN/B2/8YF5lBUZKZJM/Hh/I41uH1Xl5kni/pJsI7ddX8HINRGu68mkqz/AU+e6MehFHphg5gqknU9ATVX/5ccXseyCnc+tKycak9l1ZJBX6/v59kfmc9cN1WRbJzxHisKulkGeb+rlfL970nVNOv8PzqesWCXT//ZiE0/XdVNZpp7/L+9YxRNHOvn8+tR0Z0Onl6dP9HDPjdU8cbiLR062Y83Q8NDOefzqC9fyx3N9fHxVKQdOO/jj2V6+87EFFGYayLbp6A6H2Ji2N2LyJsx4//8n8R7ZepdCK8lpW/AklFHDU2X833OFXidRaDHRNOQGVOJWYDEx4FMJiN2kRVYUNKLAqEaTfU1DrCxXbRIkUSGuqJGwsTY23hAIaRxYBUFhrN+qMho9W1xk42Cze3QDyDSlH3jGxtxCm5EPLE9tr/DShR7aXKr2a1mJfU4RiHhC4d931+EKhbAZtXx2bXph9dMnOjjX62RtdTZf2FCZdhtQoxbnOqO8Wd/DZ9YVkGsX6HPF+eWBRrIyhKSY9qubq/mHl1r51aFGvryhmm/ftGBGfdl06HFF+OGrHWikOHdvquHza0vQaQS+vKUMe0b6dM3zp3t4+JB6Pl9YX4VGUifYiRiL+s1GLiIxeO5UD0+cakKnGU/Z9rki/OZgN1/YUEpRlj65T0FQ/5ubsrpOD39IQRTBpJ98fndsKEWnJaVnZIF9dm0aQOtAmOdO9fClzaWTyO0zJ3p4+GgTtgyR+7aP7+dqVfYB7G7q4/fnWigrUD3RJhK5d4LHj3Ty84PNKAp84+baSTq7iSjNMXD3LN0JZrre3U39PHG2dVLv0DHct7OSglztFZPdMbx9zsW/7mrg7z+ymFU19kmfpauAneu5y4qATjdeUHI5mLrfhk4fv9jdwQPvq04hYuFIgoPnRrgw4uL2DakRtK/uqOJsr5sTPZffCLuu0UffYITGsJ9Gt4+t83P5xJR74XJHeWFXLy5jhPtvqSUcTpBt06fVbOk0quhcrx0Xs8uywsBQmAL7uNP92cYRfnK4mRafn+WNdu7aokY8zzaM8M/HGnjoA/P47kcX0Pywf8brGruPR867QFK4/4aa5PnnWvU8eFNqOx+AJw538fi5TrIzdXx1RzX9jhDtvX5cgSjFOaZkl4Sj/U7+2DremPrawkyW5Fj53k2pLXuUMUPXq9je63LxHtl6l0KjkdGI4qQ03xiMWg2BaYzeZkIkFmfYP14dZNJp0ElaUNsX4g3FVaIz6Xmc+A8FjSAQBTRa9e+ioCAKyuin48zPHYzQOaKmK7WjL7mCQkV2BvUDLvo8IR493JFsJpw8gqKAoDK9fk8orZ7jtnWlPH2yk2F/iEFvhPgcvPQ0ksA1JVYuDTnxhGL87nAXWRn6lCiNcXQ+XlmWycAIPHa4ldvWpScir17s4b8PNmAzw12bq3H6o0iiwLA3Pimtt6E6j5OdTj56bTELCieXeSsK+MNg1KkNrqfDc6d6+NPFcV3cWIpgugknnlDYUJPHxX4X2xbkcaw5wpGOHr6ypSxtRG8MsVFfKmkKgbaYBL62vYzSvMmT37Onenj4cCMWo8ADO9T9pNNbKYpCIAwm/bjn1RhkReF4c5j9rb3cf+Pk88u1XrkpKsCTx3qSqdyJmqovbC7DbBL59CwO/pcDWVFQZGjoCfPc6R4+s7YAs2GcCF8tInfHhnJQoMCQyQ9fbZ7VbuJKIIoCX39/JWWFWm69ppjXjrm56Bjii1vUY+VaxzVq8qgGdOrvOhf8ZG8jDS43P9nbxGM1k3WH7+R+aSSB//Ox+djf1DDoiF1Wmn0qHj/ayasdPVTW6/nWzsk9WMMRhZcu9PGnNCnESFSmbzDCxkU53KC5/LT0y3V9PF3XxQPbavicvoxgOLX6WBQETjhdHBgaxpap5aEd8/jq5moikdR54301+fz0WIBba8d1sm5PjFf3D9AvhZIpwUM9Tlp8ftZWZnHrNeOL3Zfr+3nmUjcJQcak0/Cjzy7jrYahGa9LlhWeOdHFC829LMm18bk1FbNe99duriEvV89n1qhjgU4r8MemfkoPmPjWzgXJ7b6yrQpLhiZJ+F+/MMBFh5e/famen99+7aTfWxD+/Kam71k/vEuhlWIISvp6xKlEa64/ok6jocg2Xv3hDEZocXiS/84y61AUiI/aSWhEYZLHSSiqEBsNRcdGfZwudHsZ9qvl0ybdmNWDwm8OdnC+18ny4kzGih5jCYU2h3fCGU1+AWRZpq4nzJFWtb1NsS01RRCJyVzqDScp4IA3xB9Oz2yfEIrKtA+HybVKLCtWo3SvXlRtHp6eUqJ915YKvrCuhkgMnjzewb+/1ZDWnkEQBO7aWppMkykKjPjhQq+bhw+1TPrOxcEhzvQMs7dpaNI+2oai/MPLrey75Oc/dqeWN0/E59eWcM/mGu7fNrM+bQwdw1H+5Y0G9jcPs6dpiGOdPfziQOOMVhMJWeFYc5QfvNaW9lwKM1Wri0kajXWlfPumBXx+3czn5A7A4YYIP9mdum9REDg/0Mtvj6nn1z4U5l/fuDKrhKn4ypZSvry+mpEJthugVm3eu/XKbA2mw9m2EH/1h2aeOtHBI8ea2H1p6IqtE6ZCUZSkd1qeVc83bq6lPzyS1m7icjCTzcVYv7xMs479bQP89EDqsWRZ9TL7v39MbecyF/z9RxazoTqHv/7golm3DYQSvLjfxb++OvOxFEVh2BUjy6RHI0r8/lwHz7yDe6QbtTWYugBJyAo9jiAFedpk/8SJ8HjjPHqwi5/ta0VQBN465OLHr839Pn3zQ/P47s4F3L6uEkmQeP5SDz98qYG/fLpu3KbBpqW6Qq3WlBWFYWeE/SeH+bvn6hhwhyft79WWAeKiwotN4zYZNqsWlynCr0+0J3/bT68p4+vbalmpy+Rnr4+/h/fcVMN3dy5ATsDjZzvZ0zjETfPz+cdnL9HW7097DaIo8O0Pz2dVSSYXhz3TWvVMRL7dwM55+fz4T430j4TJMKt+FilxhyhkuLX86m11TPnyDVUsy7dxrMuV+k6MVSP+GZ3k34tsvUuhlZS0KXZRSHUAnqtFhD8c53zfSPLfxTYDTn8M56h2y6CV6BgKIo8+1RaDNGmiONLkITb6mYBCLC7zz6/XE4zFsRs1/ONHVA1WNK7gHvU8iSZk6gc8rKvOZsgTTxqqrq/O5vZ1k9N0wQg8cqiT4YBK3m5YmDvp+G3DQX65p4v9LX0M+dVG0h9aUTxtKiMclelwRnj0cBf1vSOc63PywLZarEYNB1qG2Viby3VlufzwjRa+sF5NM2WZdWglDb880MB9N9Tw3Sk6pmhcoW0wwq6GHj67piy5kk3I8PsT3ZzsGmbr/FyWFObxg9da+dKmUj69uhSNSMpg/PyZbh4+1MD6aieHWofJMKSvqOxxRnnmVA+3rauYpC+aCX843cO53mE2z8tlbWU+vz/ex92bZyZqogCH23v45YEGsjKmr+6ciCyzjp1LSvjl3m6+uLGEPKueWEItvpgYsc8wwLmBHn66rxGjPnXft60vw6hXo0A/e6uLhw83YtYL71j8nm/Tk0ho+M3RRrIyNGn3F4srBCNgNb2zNMPbTX08cbpZfW52LkiaSo4tTKZL980F9V0hfne0h6/tKKc4S48kCnx5SwX2jFS91VwRCMnsPe+nzjk4Y1WnUS/yrQ9UUVGUvtHvke4BfntCTTdeTlN1gKXlNn735evnuLXAoa4Bnr7YTiSRIBETuGtbJXlT3olgWOatU24aPE7u2FJCSb4uJf2WDoFQAkkUMEypFv3GLbWU5RtSrt3vT/CLtzp4ubWb7908OXXVPhDkkX0d3LaplCXzMrh5YSH/9Xorz13qwmyavTI3EpVpagske1Pe/75qCvP0NHX5eeZCB8UFBm5bXYFOK3D/TbUUZhtYkmvjr56uJytLw4ttfSw+Z02JWoM6ho1BkgS+tLVqUhNnIQYfWlDMd89e4LDTSU6ejod2zE8WEzmujTDvVAa5ip4HnzrL+SEPRfkGvl6YXhdXmGXkv+9cldICbTr4/HF++HITb3YNkmHVcOfGCvKzjSnSj5Y+P78530ZnOIjdqgriH/nK6vTHSUa23ksjvocp0AqySsanEqsp/9aLkCZinBYyMOQfX+0kZGWSSH55iZ0fvN7ImDeifoIPVyyR4F/ePJ/8d3WumT53mGA0BkBFtjmpwRIYN7nrdKkrntq8DF67oPpmldiN/PsnV6QM7gYdKMp4TrCh38/ZTjdH2p1sqsnlb1++xPEO1QCxLMvEDQvyuG1t+kkiFle40B3mX964wMku9Ttb5ueybUEB8YTMynI7n7qunJ/sbuepk62IQpwHts1XRcObS8jMIG3/wlgCfnukk9+fbCEcT/Ct0ZY4kghf3FhKtgU+eV0pv97fzc/2NWAzwc7FRYwElORgN4Y715eSoYcdi2fuTfj7k938154GHL44hXbNrAJ1ULVOZgN85vpSnjzazVMnm/nWBC2DrCiEotDliLGnqTupI/vSplJsplRiOBOeP6USNJsJbl9bzZn2KCd7uielX7UagS9uKsNqSq8vm5gy+vLmUjIzhGlJtKIoXOyOsquhhzvWz34vvry5lEzL9Ptr7Ivw5LEe7rmhlJLsK3fB/sKmMiymVJfxIw1h3mrq5YGbZrcSmQ5vNvbx1JlmSvOkJKF5p2lJjSRwvGeAR080YzPPbHMx3bFEUe3ScLDFQcdg6B2l62bCWKryOx+uoapUT/dQhN+daiPTqkmxWjAZRHpiI/z2ZCuFudpZ2yg1dvn54/leCjRWGkdG+OYHUv2z0l271SJx/84qFjaZ+MiKEkLhBEaDOu49faKLx860k2XXJLVJ3//YfGpPpq++nAqvP87De9vY0z9IApmHdsznri3VOP0R5pVl8MFrivjTnn7qvW4eunUeX95YxU92N/NaVx/3VqV3/lemEYdnmXV8ZVMVLneMoBjn5f0DXHS7KSkxghMmEpSWXj8/fb2Fr+2s5pe72zk/5GHL/Fzu2DS9vhXArNWQHzPwi12t3LVjPNobi8k4R6LkZOuTetJAMI4y+nsnZIV9hxz4tLHkvjzeGIIAB7uG6QwH2TRBEG/VayiWTfz8zRbuvnHi7/jn9354j2y9S6EVE0jC7AJ4URLTxFfTQwF0IowZ/I4Eo8nXTxRgSYmN1+sak9v7wnFOd46wsjwTjSgy5Bt3WxYEkcePttM8rAq+zvZ4+MXeVr5/y0K0GoGPrizkj+e68IbjlGUZsRq1SaKXodfwq/1t3DUljaORRArs6mBl0Iic6HTxz683cLTdydF5To53OFhXnU1tbgbnezw8criDXKuBe9IMppIEB1v7ONnlYEmRDXcwyr1bqnntwiA/39+aXIkaRh2XPcEEP3qzhdvWlFJg10/bzsOkA7tJvWtHW104/ZGk8LrQrktGTr64qRTrKGn5tzfbePxYK5I42UoiO2O8n95MXls7FuRwrC2HuBznR7taJgnUp0O+VcfXRi0cPrOmFK1mMoFq7o/y1PFuQrE4T59qTfqUzXUC73dHefKYSqju3FCC2aCSTK0EB9u7+cX+Boy6yec5133n2/ST7CdiCTjfGeVAq3o8m1HL86d7eORoA+Y0UbIxKIqCPww5Fh33zSCm39fay5OnGinLFWadmGfCxOtTFAVfSI3oHevu5dHjjRRlz83UtMsR4Vf7uvnKllJKR8nfWP/Pq+GBFYoonGoJcaqvj9s2FVGUc2XRMVlWQIBd9UO0jHhoGfFQXWi8Krq0MSiK2imhYyDIE0d7uG9nBV/dXI3DF6EwS8en03QQEASBL2yuwGJOX2U5VVv2mwNdPH2hnTXl2RztdFJelFrZm/7cwG7W86WNVZxs8PDcqR6+/cFaCrMMfGlLJWajZlI0Zq7Pf0JWyMnUYjJJyeOMITtDz12jLb+agl4eP9tJSaGRxVYb5xu83LWhii9unMZaJDlNpE4qTleUp1/rxmWKElcUnq7vnlShnEgo7Do8wC9OtXF2wE1ZsYnvfHQ+VafMaRelY9h/cpg3Ggf42s5q9ncNJ41Nv7ihCq83RtdQgF/sauPBW2tZUG4FoCDPwN98egmrLvbxgaXF/OrtNn5ztB2TUeKBG2t5bf8Ax4dc3HtrddIoNsusI5FQePPwIP9+uJEWX4CcrNTf8c+oj3+PbL1boSE6Jw4VjcnT9lCcChF435J8/nhejTCFYv8/9t47PI7q3v9/zWzX7qoXFzVLcsF0cO8FAyaEQAK2KcGAKYYApqSQhOTem2+SG0MoIYBJAphe3OnNTe6WXCTZVu/aVVuVlbSr7TO/P0ZaaaVVsSE339zv7/08fmxLM2fOnDlzzns+5f2RSI01YG13EZDhtx+d5s27ZnDXxlw63H6cXokH3j3OkV9dgSAILDsvIXhugbUTtUrkgYUZbDlWR7PTR75FcVEKgsDe0iY63YorcdaEWO6cOwFRgF1nGjnd2EVxUxdx5sGLz53zJrDthIXGLg/J0Xr+87rz2VvazLJ+RabfPlzNSYudKL2amRNiwt+rILB6bip6rcA3Z5qw2F28tLeCu2an89lpA5enRqPTCDx0RQZjojV0uvy8tLcUj9dHZISaH89OCyvNIAgC9y7MILe6neO1bWw8WMXjV04e5H7qv7Aae5o5WtVGQ7s7rIjfcNhVYiO3pgVRlFi3NIsfXZZ8VueHW+S/KrLwxpESLk2J447Z6bQ5/bQ4PMSPUo7ig9w6/rqnGJ0GHlySGeKeu3tBMmbD2VnHhoMsw2en6nj9cB+Bu3dhMmqNH4fHP6Q1xe2DE1VecmosrFkw9IYwlJv326CzG46WejjdbOGGy5OGtOiFw448C2/nlpAQJfDwFd+NFas//AGZz05beP9k2ZAaXOEQCMj4AqDXCkiSzO48B4drG1g1exwRBhmt5ttnWg5Et1tm78lO3j1VzAlrG1mpWh5IyiTerAtmpYVDuPFydAf44nA7ld2t3LOkj5A8fHUGyUlarrl4zLAW5oFo7/Dz1aFWav12JCS2l9QyqSCC+xcp/QsnbjoSWtt9bN5j5WtrPQ8tziIrxcjquemDjhNFgYeWZzEmQSlY/futReyubyJ5XBoxEZqwbfdljYeuVf6AjNvt52B9C4faWrl3fsYgyRa/X+Lr8mbyGu0snpzAwonx/Obd05hNapg29P18XdrIu6dqSUmO4MmVU8k8auKGS5MpKLXzjz2VjBmj50tLIxdVRgXJFsD4uD7S/uDVWTjcPk6VdlB9UTcWwcm2UguTC03ct1CpxXrgeAt7qptpbHVT3uUcpO0nMDiJ638a/54B8iZT6B+VCh566F/dq+8UOnyEyzccSMwDjD5mS6sWiO63l/r8Ejt+Mo9esXqnJ0B0hJbPfzIjKNvQ6eoz3/7syokkGfv4uT8g8diyiUxPUawyaXF9ZTVWTBvHWLPy0te0dRNrVPz+2h7XZKReFbZUTYJZR7xJOS/epGXKWDNre2oc9lpebp2ZythIHR1uP3/6vHjI+401KpamP/3oAi5PjaKz28tzO0upbXPx190VwWPuW5jJmvkTeGL5FHwBied3lfH6gaph252dGauMT7ef574upXWYGoP3LsxgflYCx2raeGxTHrZO95DHhsOPZ6cwLyuBo1VteH0yr+2voabV9a2CPW+Zkcz8rARO1rVS3uzkb/vK+TB35ODV/n362VVTuKVfWZMGu4e/7iqnrtVDu1PG4/1uFjatGn6yNCXENWLUafF61fx1d/mQAeJ6DZy0WngpO3ySAyiSFpYW8H/HtbGMeihosvDCnhJ+tbXorHS7bput3OtAuQtZlimxunlhhGSKkWCOEHl0edpZF5nOq3LxX9vLaGj3gACHahp47UgZ+8qa+cU1U3h02aRzdiEGJJncYifPfhkaQG7QCVR12zhhVcRxw5WGGi0q6rvZcKSYDQMSWMbH6XnoiqyQNWYkHC/u4L8/KaXM3co/jlRgMqq4Z25G2HqFZwONWmBHWR0nrO28erCKR6+eRLRBw/HCdp4bMDa9a1dMhIa4aKXPNQ0u/vRxSdg+9BKNgdad/cdbWP9pKQlJyuagU4vcMz9UgV2tFvnVjVNYMyudifFm3t5Xw+dVjXx4yjLku9XQ7kbUCvxkUSYrpqVg1qqJc+l44bNSvqlq4ovaRiIi1Pxy+RRWzRhsoXS7A7jdASJ1atraveyyNrOtwMJdizJC5q4sw5YTdbyWW0Wz38W6pVk8s+KSkP4HVyL5X2fa+vckWw5H35/GRjAY4Kab/tW9+k6hDrjQhJkX55BdHYRBDW/kNgX/75fhzUPVjDEq00AGfv9pIfFGDaYeTqXrVzYoPkJDojFUn0AAatsV92J5c1ffsSYdl49TMh/TYvtI2KQk5d+d7gAf54UWj+3F1DHKMbIshV004s16YnoKlbq8vkG/H4hJYyKJ0Kg4UdeBSiUwKz2aCXG6EIIUa9SydmEm0T2ZL8eq2oZdNO+aN4FfLp+CQaPihT3lPPpB3pDHxxq1/OXmS1g4KYHDVa088uHZEa4Es44Xbr6EXy6fgigKbNhXxi+25NNoH72gbX/IskyzPUBWopl1S7P4j+vO42dXTmHV9NFbzOJN2kHZfO8cruOZb0p4bmcxrx4oYUf+6MnbSIgzhRaQbrR76fb5+ckwQf+CIHD7nJThxVr9sP1kHU9/NTQhOxeoVQJ3zU9l1oQEcmpsZ9V27yY6KF7QD28fsfDsTqWvsixT3ujmr7vOnnwlRurOOlNyf6USN7Yj3wKyktTwi6vPvgpCOPj9sOl4HS/sLeP+t04G70cUFZfgL5dPGbSBni32VTdR2dXB/KwEzouL5a+7zj3j9d3cWrYUVqPSKFIsq+dMwNEls/FI1aAM57OByaji7jkZJEcZePQqRffK45V482Atf9mrZIN6vaESEMU1XdRYulk9PY3EGC1/O1wRPoO691N9wDdQblMrn1TVkzo2gl9cNZlYj47ffniaNqcXn08KftRFR2ixNXv5+8FKxiQauHtWOrdclky7wxt2HN8+UM1bx2qQ/cqcVqkECh0dvJNfi1Yj8MvlU1gzf3Cxc0mSabK5+Xh3Pb967xQdbh8JPe50UQS9qCJdbeTN/dW0Ob2Kle97EzkvxkxurZ0IrXrwPPnXx8f/L3Ajbt0KiYkwf/6/uiffKdReFyokfAP4cEAGtaAQpV6okAgMwZv7x9gLgsi0ZAPHLH1purIs0dkTYa8R4Mlrp0LAFxQ1dXv7iVgFvGREwqnmYIM9KemKDa5/GrkgSdS0KSSsrB8JizX0kbV2Z3iyYOwhePlWR1gtLgBND+tsdXpGFZT75DVT+I+PT3NBciQer483jliIjNDx2JVTQo67c94EcqpsHK1uZ+PBSh4f8PvgffRsiK0ODyfr2thX3jJkX3uPf27lJTz8/gkOlLfy2KY8/nLzZWdVYqe3LMXxmjaOVLXybk41P70qfP+GgyAIbD5Zw8ZDlTy4OIuJSWYmJplHPnEE3DY7mS6PH0n2s25p1rcWvBwO7x+rYvOJCu5fmDXsGI7kfjMbYO3iFMbEwIKJSfz5qwpun51CYuS3D/KONWp5+bZLQrKjJFmmxKoE9982++zEbbUagbWLUhgXq7gkfQF486DichxNHN+3Rf+MUbtDpqDSj8szeuultdXDO0dquWt+6qCKBjqtwLqr0ylvs3O0piVEKPO7cqHOSInj8uQ4Hl44ifcO1rO9uAqtenRu1A5HAEmSiYlUtkyTXlmjInR9mYUPXjWBMfHnLvQqSTKHTrXzj4OVWDpcHK9pZ1p6LAa9iseum8iUM0Z+cPF4PtrTSEG7nUe/n0WUQcNXJY18XdvIYxMnse7qNLJSTGdFgO9ekkFUpJKNGG3Q8JsPTvNuQS1JCQbiXTrKvF082KPB9fA1WWQWGvnx3HS0ssC9G45zqNWCTisOUum/Y0E6oihw+/x0QCHOj1w7ifFjDMNaelvavGz5yspn9fUUtnUy+biZn103hfRxikK/xxPg09MNfFJVj1otMtFgoqirkz/fcjH7KlqGv/d/odzWv6dlqz/efBNuv/1fG/n2T4DgGdpNpB7gOBxMtPp+L/T7t8sXYNb4vnghtQDfm2Sms2fB1GhEMhNMlJfXBoPo+8citbW0cKyhjyDJkoTsdSHKwYODv2ttb6fF6R/UxvxxanoSdqhs6RNY7Q9Xd/+fhx+DzBilkYZO36isBhNidVyUqOXVg7UUWBWtL7dvsO8o1qhlaqJiWQshmkMgzqRjSqJiwXN6hreyxRq1PL/yEmakRbG/vJU3D1WP2H64Ni5LjQbgWPXw1rfhENGT3v5t2hiIMVE6ZEnmnaM1wb7+s2DSK3OqozvAM1+V09x1blY+gKSonnJOZ5p4cc9g7bVvg4FWqkAANh3rs06dLZLjFDHRbrfMc19X8KNpifz8HGpsngv634vd5eWt42d4Yc/w2m398dKuSjbsL+Vve8O76JPj9Lx212Vn7d4cLXYW2zhuaWV/RTP3Lk47K6vctuwmVrx8hOJ6Ze145JqJPHH1FNbMzwgeMz7OwLorJ57zvPd4Jd48VE2JvZPZGbEhfUtPiuCBJVkkRuo43WHn7TxFF2vXURuVlm4eXpLFbXPShrSK9sdAT1r/c0RR4ILYKC5KiGLZ1ETy2tt4vZ8GV1aymXVXKu5inyTj9ChrvMs7eC1NjNLz0+9NJrEfsR5N/2KjNeyrb6awrZPpqdEhBa9jjVpiorX86sYpPLF8CufHmvnz3hL+sreMA5Ut3L9oBGvtv5Am/HuTrZoayM6G1av/1T357tHtDFuuB4B+YqcioBaGDjjpT1VkGVoam+glY1qVwN8/zcVPX4HRgMPOzz+vClK0rMS+LLm/ZVdidfa1F6HT0FJXQ6urVwS173d/31tBQ7dy9ctTogCQAj6e2VOLOwBRejX/9YPzB/U3EAhQ1KhYwsZH6wdpcSn3IVFhcwaPGc2CqVKr8faItfp9vkFjM6AXvRcasV0Ac4SymBTWd4xIXGKNWibHK4TXdQ5VAADWzM9gZno0R6raefPQ0LFlw+GO2WlMS43mSFXbObcxEIIgYDb0kiA/z39diq3r7OLTRos75yoxdjq1yF/3lPDIB/nfmjT+eLYi0HrrrKHnU4Pdw7NfV9ByjuROoxa4b1HysBu9xydzssrDi8O4Bz84VseGfSXsL7fxwHcgzirLMoGBujLD4L0jFo7VtbBw0sjK6BVNSpyZqFLeq+H0xkazGQ+ELMtBLbPhsHZpGj+/cjJjtNG8fbguWIgelPii9Z+W0tQR/rl+UlFDmb2DP35RHOzn2iE2dpdbots1irIWA2DQq4iNUsIYLhgbTa3FxfNfl4XMAVEUuPaSsZwfF8W08bHkNLTycZmVCJ26R5RaHlKodjhPmt/f5y4s7eqiwNbBh0dqaXf6uHduxqBnfLrCzrOflxLR46kwaIcpf9EDn0/C2uDCF+Yjtz/UapEuUVmjVaKIxyEFpT96MTbOwNqFmbx7oJbyLgdzBpDTofCvNMn8e5Ott9+GefNgwvAaH0Oht2afLMvIsozk9RBwdCJLoS+K7PchSxIBjwdfW0uIxUny+5G8ygvqt7ci+ZQXQwoEkH0+ZRFzOfG32ZSfSRKS14PkcSN53Pham5G8XrytNvwddvwddry2JnwdbYhDhL73750EqOWhN2253yP2B+CDGhW9j31stIFvGvp+/+trziPgD1DlUH4mAM+tujT4+zxbn+UmUq/iDzdcwN8PWWjsUYSYlhYX/H1+g0KGxppU6JyttLZ3YqutxdKltJGZaCQzYbDcQWtTM40O5X7ijNqwi5nf7cHfY3WKNWpGtTDLnm4Er7Lx9763niFe+rOt7HDt5CgmRGs4VNk+4le+LAX6WRvP7dWPM+mChK17FNa3cEiI1DN9ghLkf7SyZdgA/7PB3QuU4FWtWuT53WXDxrKdKwKSTJc7gCzDrbPGMT8rgUMVZxcXFQ5xJm2QuNS1unnmq3JaBozL+zkWXthdzIfHzj0ebUy0btAXuCT3cXtfAD7Ot/Dnb4a2ft05V0lQGI4YjhY+v1Iu6Xc7KmjuHN08WLMghUevmMJzK4ePo/IHZF7dW8uzO4uJi9TwxPIp3LPw3NbroZBf1c2Tm0qxtoYn9v6ATJdTIs6k44ElWVjddt7LC41revtQLRsOlPHukdqwbaxfcQELJibwH9eFKt1L0mCi901OO/+5JTRIvabZxR8/KsE2wvg+unwiDy+cyI9npvH6/hqe310a7Gd9q4s/fVzM18WNnGnt4EBlCw9cpRR77xVtzTnTzs/eKMDa6hrUdm9G3kBO3e0KsPlLK7/fVkSb08tD1yiSDxq1iq9rmjBoRUoquvjrzj7i984hpcD2+VlR/OzKySGVRgIBmYMnW3j6s+KQMSip7eJ3WwoptXTR5fAPIlD98ZfbLmXhpAR+dF4yv9t6hkqrg+7uwfucuSe4+LK0GCqqHKz/pHiI5IDQv/8V+PeO2XrrLXjiiXM6VfJ6Kfj0U561mLh5vJ/3agTuy1KRXdxIh9ZMrV/H72+fT5rWR0PuETbWqMmtagU5wIypqayamc623fm0dXZT7lKRYpApafXQqTXx6PkG3iu0ExBEYgUPx11GLhfbscp6GuQIrqKGHUxgkspJqc+ACD2xWQLjPa1YdXGAFpDC0mGfJPb7uYSb0X0FDpyqTk+Ai00u9ncopOetvcUURXnpDcMwaCAzwURrawcbd+bT4JDovXBapIav9+dxstkHqEiJ1gU1ikrKa2js9AIiSQaRF/MciDFWHHWVNLqVL6D+xKwXstfNK1/m0eRWrjHU11L5qTwsTqUvEdrwac4h7coy5ZYmdtcqC12XS3kZK2zhS0wIgR5SKQhB4i2IQ3+57a3opMruIyPewNJJsQqhGuJ4m72L0ibHsPc3HKRAgEZbK6UtysYScQ5tgDImV58XxxenGjhSZWfTsTruX3R2qeq2LjcfHK3l5pmpxJsV8tdrmWjpclPU0Mn+8pYhC9WO1L+aFhefFtQHa6T1wuuH949aeGVfKaIAf7n5EjaNUp16tNh8zMJf95QQMUDF/vbZyeg0fCc1FV1eJdMSIK/ay54ypaB3rFHLA0uSGRMztBxFXE+5oe8ChVYPf/jyFAX1NsbGjk5rbGyMjnVXDH9cQJLJq3Sj0UjcvzCL1XOG0H86R5yu6WbbSQuiSuLDggrSxoZXsD9V1c27R+p4+Op0UuP1rFmYTuQADa475qehUYtDlp2aOMbMW2tmDPr5kcJOtp+08vj3MxgTrbwDxV2tbDpTRWaqjpWXpqHRCLx9sIZXj1ZgjBBZ11PwORzGxOh5bLkS9/nI9zJJz9dzzdSxALxxoIa/H67gnjmh0gy971Znl49XdlWwp6GZcbm6kDqCCnqLMYf+VJJkPjpj5Uh7K6ZIdbC+YpvTS1yUloXpCTz/SRlfWhpRq0XuX5TJumsnMX6sgVvDiEp7fRJvH6zhS0sjkSZNsH/7am18ZW0k64yRBI+eRrWLe68Ibx2cOMbMm3fN4K87y/iithFzthqXU+LnP5xMSkJE8Lhf3ziVScfNXH/ReH7xZgH7m1vQ6oVB8WP/N0QZ/fuSrUOHwGo95yzEgLOT/8x1kifrOFivBJhXdPip9/SSAJnff3yKH3Qc55e2VNzIgKIDcvp0FyeaismziYBCVE50A0SAF35+0oNMr9VGmRh7pT6Zg61SBogiRYFIEEMtVVZdnJJyAUNrOoj9GVg44+TwBkuTGMAhqYjXy5yw9U307q5OXm7UAsoG/r0LlCKkm3KqefFkV0i7ot/NU7luTD0aEcsvHBd8af74VTkWl0i0RgKph+LJMieafIAGs1ZkZZjNSg74KbAp5E0nws+vVBYlubsL1BoErbKY/XZfGx1+kUi9yB9/eGFoG5KE7OpE0JsQVGpabK1sOlLB/op2ajoDZMZHsP7aTF463MCT1w52Y8oBf1+fEbDVVrG1sIOVCy8MTSX2eUCtRRAEVsxI5UhlC9lVXew4WobRoGflvMGV5wF2nGrhiMXF4olxIV+DLXYHHx6pYOXsLOKjjIPOC15Xltma18iRajuz08zIknROqt2CILC/vJ3qNheLJyewcnoq9a0dbDlRz62zM4IaY4pbIoBKFBHF0Hm1KaeWZ3aWoVKJPLA4lKjFm/X85eZLw5bO6HVZqURhyPI4Sjq3hRf3lCmut35kTa+B1XNSiTYquk4mnYaFmWN472gtt8w8d5V2gMYOD+8cqeN7FyZi0A1WnY83fzckx+2D/Bovh6rquH12CjuL69iwrxhzT8mmhMjRCWuGg7XNw/s5Fu6Ylzwq3bT95VYK6pUyUytGGdzt8yuuzkNVFm6fG37MJQl25Ft451jFoHI2oCQLOLrBaBhcd3A02H7SwutHlPJI4eK8yuu7eetQHTq9zJbTFWQma4IWxYFjmxip49Gr+uawyyORV+HgWEMzt/Yj+5IkI8kE1c73Vzex+UwVGSm6ICm/e1E6USYVN1yazM7cdk4227h9YTImo4ofz0kb9p4kScbtkYgwqMgYayTtTCR/+byCX904mbsWpqPTiqyelxYsRJ9XaufDXAuPXJtFhEqNsUeaR60KswcIIX8FodOKxERroB2OlLfSNkdZT3rHSZZlrrt0LJWdTi4bE00gIGMQVTy4NCvs+6vViFwYH4nF7QqR9/ne1LHIMtxw8Xhe+qqcd3NrOWm1Dyoa3R+3zlZIcHO7m02nq6l608nGe6cHEyyUguhZtLR5gs/kcFkrq+f8cyoZfBv8+7oR33wTfvhDMJ9jFpUg4u6JFAwgohYkzOo+I6NJK/LkNefxW1sybtQIgLofLWryiIxTh3ePyIxgbRDPcdiHVDmVhjhm8L8FJObF+kk1iWRFSDj7WcXs/r5+GbUiv+whIzdOG89UbZ8VKC1Gz+VJSlC4IyAyPlrP2n5Wkd/ccCkZUSrsPpG8VpnkSC3XTY1DrVGsUF1eiY9OKm6YllY7Gz4/SWuXC9FgYnKscoxHgtwaO7LfR3HOUe54JTsoLSHoFTIyZUwkmQkmWpqa2fDZcVq73OB20lJRyiu7imi1d7E5p4qnDtrwywJzM2L4++rpTJuSysY7Zw5yY8qyjOy0g6/H1C/A1lIX6/c1BlPtZUlC9rhorq7glZ1ner7+TDx32yyeWD4FQatn/Z66EBeFLAWCrucVM9J5aH4yU+NEZH+fW3bLSStP77Xw5sFKXv6qgNbO8MkDKrWaW+ZN5omrJ3FZajQv7KkM62qSZYmG5lY27B5Cc0eWuGX2hJCU+m0nG3h2VyWbj/e5yAKBAHXN7WzYUzaonVUz0/jF1ZOHzL4aWsJAoqqxg5d3h7YpyzIeXwBJVlS+V89JG1SbEhSiODa6ryi2AHx2xsqfvx59sPZQ2HLcwot7SthVbBs52LYfFI2x0UswaNVwuKqOF3YXs/VEHfcsHF6iAhQCWmXz8vKe4a/z3lELL+4tHrVu2i2zUs5aWkGS4JMCC8/vHnrMNWqBh69MDfsMAQqqXDyxqYj//iz8HB0J91+hBLnfOXewfADAtjwrbx0rRy3CI0smc/1F40fdtqNbYlOuhWe+Cb2/fXmdPPlhcTBm757FiixF/3egd94nRuqocrfzbn4Ve8tsPDKK4PnDp+z88t0zVDcp73+lp4MtRbVsPlbHmGg9jy+fRJfTz6/eO42lxcUnpxp4/1QNW45bMJvU/O7m83ukKNIHN96zHQz03mk0Io9fO5mpsZEcrVGKOB/Ma+HJ90/T6vAgCAJV7m5KO7vYX9lCzpk2fvVuAeWW8J4BlUrAFSlxuqWDnYVNeH0SnZ0+9h1tpaHRhV6v4sGrsrggPjJ80eh+iInQoOtUsb+4hQsSzZxu6WBrmGLWcTFa1i2fyOQoMzm1YcI5/oX6Wr3497Vs/e1v31lTIgH8sgo0KkTJiySqMOk1ROtEtD0zVAb8/UhUnFYiQxvg45bB7WkJ4A1HuCQplGgN/P+IHR3qWHGItgYfLyPyZYsOkEgw9E1Agyhh9agRkJARidCIRAteZB/EGrS0+pT70akEnl6axBfFLWgI4ENFp8uL3C9oP2tcLJvWzuPa53bR6FVj6fSyq8rBn26ezpp38qjp8HG8JwvujS+O8+JpNy5JZPW8TKq61YCXuZmxrJiehq25mQf2uajqFhE/K2LjnTP475XT+P2nhYpMBbDpaBVPHWrhqMXJM7dMZ1tTBOt319Dd6aDb6SQtUk1uk49fLk8KGyfWi9ZmG2/sOkVBi7IaGbQqVs7JQtRFcOPlydhqq9l6ysZN86eyrdLH+j0WRK0huNCv7TG9m4zGvlR/rwebpZptFT5WzlGyeCIMetbvt2COblBcbrZWXF6Jh5dmgd/HU3tqEbU61i4OX9hVKdkxkTanl0iTkSWZ0WzYVczKWX1ChLIks+W4hWeyLYgqdciXfMDvo6HJxifFXayc1efauWV2BhpNaLFhlUrFF0VtPP1NOWp1aDtxJt0g12Oj3cmmnFpumT0h6FocCLVK5Msim2IVU6uCpZG8fonqpi52ltq4eWYaCeahyyb1h0YtcNe8dMz6cy/KLMuKxWLJpAQOlLVwxXmJZ3X+24freDm7BI2aUfVZFGD13BQidAxyBw0Fjw/eOlTHxsPFwfJK4XDHvGQMutG7OnuvLclK7NbeMgt3L0xVEmYk0IUR/NNpBR6+MoXx8cMr4ydGDv0Mt5yw8nlJFZRAQqTmrC158SbdsIXK716YhjlC5PqLk8k54+Yf2TU8cEU6oqQm0iQGLSEAB0938WVhPY9ck06cSUd8tIrHr81gcrou5P4O1TXyQUEl6eO1QbI/XL/XLEoncpTFwju6/Gw8WMXO2gbGHdfy0OKJrFk0gUiTOuT8zcfqeK+ghpLWTtavvJD4OG2Q7A3bnzCWrXKLg7/tquSh5Zm8df8Mtp6wcNO0FJ75qIR3C2pJHmtg7aJMbp6VqhTFtsEfi4o4Zevg/NIoJqaEN3bctXACZqOauRPiWLvhODqNSGyMlncLakkZH8F9CzN56/6ZIxan9vkkPjhTQ1mHg5lpsUN+kAiCQO7pdlxeP7dPTw1TiHrIS/yP4d+XbH1LyPSX7lf+brR3I4k9de4itfxl4xe0En4ynW7xUT3E8HklYQjvnjj4/2dDuL4VWRt8XEmLGzUiflTBYta9AfXJUToOfvI5vy3Ws/5HFzLGrKGpE9I1Lh7fXkxdwECvu7HLI7H5SBU3TkvhjV1nQApw51WXMMaoptELZjUszYzG1FLF9yeZOVHTzsHKdjYdqYTIaKARZ4edx97L5VCDlznJBqb1ZDC+tb+cqm6RtBhdkFxlJpjYeOcMZK8byWFnyRiBLUaZvVVdbDlRz4o5k+gOCBwra+CQVfkCHVi+YSBkKcAb2cW8WOAOHr96VioxEcomYLNa+Nkn5WRbvAjmJlbOOw9RP1jPJqQ+nsdFc201v9jVTHa1I0jMVs6cgCDATRcnQsDH5pxK/nLAxi+XT+HG2elEGPSsmD5YURl6rG9+H4JaHbzWS1/k8XS2FVHdt2GJKhW3zJuExmBkUXoEG3YWsXJ2jyVIEPnoTBtP765B7Eegwi3UgiBw86wJqNXqIcdPkiSa2h18dKoZh9vHi3sr0Wg1Q8aAiaLALbPScLi9dDjdQTeoRi2ys7SFp78uRa0avjDyQHxbLaa6Njcf5NQhyxJHqlrYXdzMlLGh735vtl44l9ftc1KI0AnBQOV/Rp91GrhrXgoJUcOXFkow63hwSSbdHiUpRn0WYX1fF1l49VAJUUaBmanj2Z5n4SdLU0LS9/tfZzTEcig8sCQVs1FCqw4lbCcqutmRZ+HeRamMj9UN6WoeCb0VJGRZpqyrltePlmOOUJGijafS1czdC9ODHxq7yup5+0Q545PUrF2YiSAIJMfpB93f2ismEBet5oZLkul0BCi1drPluIVHv5dBUtTgMQr3jJWELAbVaDToReJjtFALja0efv1BIT//wcSQ8/1+mR9ekkx2UQvHre3sKmrm/kWZ5Ba288KZch5anhm2zBiEDw7fnmdhc1Ed48foeeQqJVbreGE7Tk+ABxdlBt3KsUYtWVoTf6kto7zLweLJCUwbH8Nfvinlx3PSB1nseu/7D9uL2F2vCDOuy5oYQpaGmv+FVR1sO2nl/iszKSzpJMmgx2RW84cfXUBWYt872dnlQ6MRg8W/P62up9bloqqnYkl/aFXDxwH/T+D/WbIlSFKQ7Eo9w+CUVSAoJPjeCTL/ub/vwWgkPz5ROa63FqGDgcHZPQHkwxGgs7VmDYdw7fT7mdbr4f/sfIW5NXlEuxzUxozhucV3kHrjNXxwrA6H3DshJSTEoDhqlE7kj1dN4I43bDTJKh7aUsjieIEWt592r0CzpFgskiM1WDp9pJlVLJ0cx+tbs3m5TGlRMJQxbWISeTlNdPnh41ON6Ds6eTHPxZoLjKCD5uoabllyPiaziabycrJrYW6qiUvMHv6yt4oIgw7RFA04WJai45v8WqJnTCAuUnFh2mqr2ZJTS7fWRKVTICNGxxVTkxTrkUrmkNXD3DQz0zISWD0vkxi9iNTVTkunk63HraxYdFGwLfzeoKTG3Mw4/vyjCwlYSnml0s/KRRey5Uw72RavEtcSxhIhyzIttVVsKexkxawMYs0GEEW2lzrJrnaEkL1Yo5YbJqj48GAJKxddxIq5UxBNsX0WjgUZCEPMEdnnoclax44KHytnK0KDK+dMRKWPYElGJK/sKWHFDMVaFWdWyN3LXxXw9F4Lokbps6hScfPcSah1hrCbtizLSH4folqDIAgjkoJAwM+m3Bqe21vLuqVZPNGTHSXLMlabnY9P21g1M3RBjjVqMeo1PLuznGijXumXIHDzzFTUqrMruOz1BRBFIXycyijxSb6Vl7PLeHiI+B+A8kY3H+dbuWt+yqANbUyULlj4e7SQZZmSBg+fnbJw57yRY80EAVLitGELrw+Ep6cu5OGqumHrQvaHKAg8sDSVhChl/N8+VMubR0uUoPl+z7+y2c3W45aw43A2GBer4xfLB1tvvyqq563cMvIt7Ty36mIyks6uluhACD11Um0dPtqdPuzdDbx5tJIoYz9B0isnkBQ79AdFL3rfhdyiLt7LqUCvk/mgoJq0sVruH2Us3/48O58VNnDXglRSEiKI6BFI1WpEfn7dJCaMM2Cze3n1cGWw1mIvjpfYeWNfDU9eex55TfZgf7flWXm/oIYxCUqiUrcrwL7jNoocnayenx50tysD0teXNYszMJlChVg/PVPPjhIrF9ujuWNuX+ZoudcRJFp/uO5C/ri5mE+r69FqVFx/3njiYrVoNaHv4D1LJoBKxqBXsToMKQuHtw/W8P7pOgKCTH6tnRONdn5x9ZQQouX1SXy8p4EznXYevW4yGlngTysu5PefF/EfP5g6qM1L46KpbHfw/YvGjXj9fxb+nyVbMgI+SQ4x+OiFAA7UyMCbpW6a6Mt66CVaoFAqleQnIA4cvlEs9uGsW98FwrSjkgI0RMazatUfsUYnsbjiGH//5CkCDy9im+THKfZOfOXcACKZCUb+uHgM2z/ag0NWrEstbokPLL3EU7nnGekx/PF7E3nyvcMcaYfffpjL5Kg+vXq7J8C6JZPJr7SR2yLhlkR+fNXlOLsPctzSzhG7lkOAaXwnt2WIrMsNACouz0zi9kviMCU2cOPFSQiaFCK0GhzNDfxpZxWHi608e/s8Yg0iW8508FSBjzmpXqYlCByzefg4z8qjyyZz0+yJoNYEiYcc8NPSZGPzgSJcKj1/zW1HMNexdrGS+SNoDVx34VhO25v5zfUXEGPS8szxZl467cWtNbF67mREXcSwysdbTrexfn8T3U6nYp1aeD4r5p2HaIoZdN72Cj9PHWhGZbZw38JM1i5Ski9kn4fmumq2VQRYNiWenRUdrJjel/EjqLXsKPewflcNokYJoo6PMnLfoiw2fJHHU/saEMQ+a5UgCKyaOxmVIdQKN4gsSgEQRARBQPJ5aWhs5pPyblbOHDqDTJZlmts72ZbfzDUXp6AzRASJKCgWr20n63l2TzUqlSrkeoIgcNvsCeg06mH7NRCN9m62HrewaqZSKDwgydQ0d/F5YRM//hbZbv1J3lBtfFVk5aXsEiIjRl+8eSR8nG/h5ewSjHqB22dnYNBwzpac/tCqIbe2jpeyi4mMUFyOAUlxXw7XfP/x//EcpZD7QALyQY6Fvx8oISD78fvV3DU/hXEx5066BuK+xakUNbWxr8zGe0erMejUoyKjwyE6QotKUPFWTjkXJMXw0JKss5p3A3HI0sT2oiouGhujVEvocdl2OgLotAI67dDr+r7qJj48VUWH00dSjJZ11/TFm/WvFJEQreWHlyXT0eUn0qRCEAQO1Nj4osZK4zfdvLZmWvC8x66diKiSqW7optXhQRUQ+byokY8rrEQYBrx7/Uxcvda//nhweRZ59XZONtj5IKeOiXoTeW12bpyVTIRBFXxHHlyeycRSI4snJLDpizo6zT5+cnVoRYfEKD2/vm4w+RkOD18zkXFjDFTUOTjRYGfhxIRBcaEatUCt5OT903W4pQAFNR386aYLeffeWWHbPNnaToXDyScF9Tw+Jnx4xj8b/8+SLQGBDkK/mCRBF7S1JsbHME1q55jNP+C8ADIqAv3IjSgFkHpT/ftbrsJZsb5Ly9YIcOkjeH7erco1BZE9WdPwjBlL9qbdaIyXMFA11SRKLBirYuuefDa1JQCKWr0fkbF66HT7cKLBJAa4wOTD11SvFAEHDrfA9PPTSK2vpNYlsqeoGXVrI5LXB6gxqGT8pQWccqg5YpdJNQnUOmQElZqt5U4Ot6mYnaRCdjsR1Elcb2jkwz0OVl05jbXLplJapOHz2gqyLV42n7DywxQZZ1cnc1KMHKp1MmesBvDR+9kWZ1Jinmw1NWzYY2NJksx/5zrYW+vi4SXjeOLqxKCrTvZ5kFUaPs6vZ29VNxfn1fPoskm4VVrAS3e3e8TFWBAEVi66CNFUh9PhYP1+C/sr27lsjJ47rxwceLxiVgaCWjP4S1pUsa24m/X76jlS1kB2rRtB6HOpCaLIyjmTELWhVilBEFkxZyKiYbBrM8482B3SH1LAT3FZFev3NfKb6y8hM97Ix6VOntpZMSjeK/S8AB8crea5bAuiKA66hiiK3Do3C60+vPDscGMqy3JY0vFhbh3P7SpHpVKxdlEmKlHgm9IWnttVjl47uK9NHW7eP1rDLbPSSIwc2kIyms32tlmp6Aa4vGpbXHyUbw3JWBstBEFgzfwUIiME5mYk8uxXFdwxJ4XkuG9PXIQBMWG+AByv8nKgok9eYjgEAhBlCD8mdy9IIcoo0Nnt59VDCvl8eAQZiKEg9bjU+rtmY41anl+llDmqbvbx6qHBEhyyLHOy0sXOknruXjjy2GvUAo99L50qu53DVS1ce1nSsOe4PBL5FU5yG5rCPtsfz0llX4mN45Y2rrogkZgIDR6vxDc5dgrabKxbnjFk+w9cmUF8rIbmdg+vH6lkXOLgcY41alk9awKFVV1s3F/DumsyyRpvZPX8NHKqW4OB5bdNTyfntJ2CjjZcboltRRbSx0awdlEmv7ppCufnm/sKNvc2PgKXjzPpuG92Jq/nVrJkUgJ/+7KKjyqsRA+Iq5uSFsmUtEjaO7zktrZxoLgFU6RqkOzC2WJsrIH7F2fx5kdVlMY6+O11U8OO5Q2XjMdsUvNVfiMVTifP7yvj3SmDJYUAvD1aaK5z1CX8LvC/lmy98MIL3HnnnZiHyFaUZYko2UMLRkQCSKgYH6OnqqULv6ghp7aTzx9ZzB1//YYCu3KOiIQUDHwX0asFErx26sSovob7E6kR3HzBzMHRkq9vSdLinB2oa2p4xjmG6FiB1u6+mooCEg5JZGNBJ9oeEpoSY2D+OC3vnelgjMpFAz0ZiJKK10872FbYjl3SEK0TuO6yVO5YMJHvT43lvnfzqewMsNEBoCbVIOF0dPNOW4B99T4mmODp68/jmM3HTZcnU5ZfQEaUmoxoDX893IgxKoquaomXittx60p4dPkF7DxlobIjQEasnmXnj2FbgZWXTntZtzSVhReoWToplo9yKgnYLLS0JhIfFw3A5hNWnjrazuYoNZUdfhZPTuCOuf0Cyd3dNJecZptFxOXvDfJXXkxTbCLgIMIQuknbmprZeqqVFbMzkVxdbD5cyU3zzwsWS25zejnV4GRPeTuHrB5MCY0h2ZowzOYuyyxJ17G/2kyyKcDDC1KGjQuDnmxHn5IV2WupGy2UGDA/f8puYF9VF+JnhWy8cyarZmeg0oQhgwOwJCOKE1ZnSIp3f8SZzj6uR5Zl6mx2Pipo4tbZGcREKO56QRC4dVY6Wo0qRKJg1YxUVGJ41+PWExae312OVqMaJE9xtgjnOv4w18JL2aUhNfa8fhmVODo5g97x2bC3glcPlhBnFoYN+j7X/koS7Cur4+XsYow6hr2GLMOxSi+7SupYu3gwMUuMVOQv2pxeoo3qb1UD82Slh4/yLTy0LIUE8+CyLg3tHsbGDK43KMuw7YSFd46XERkxOm2weJOOl24LL0cyEN0umc3HLGwtrMTvh3XLMkNirGKNWv5+x2W8fagWcyCSP39exl0L0yjvbuXNYxWMSxg64L9/Mk1SjC5sX9weiU/223j3TAV5De1MKorgofFZxJt1bFh9efAenK4AGw9Wsa+pibvnTeDnV00OvhtjovWhFq1+YzccZFnm69NN5NS189aBWsaM0bEufeiC73tymmnw9IqofnurbCAgs+MbK1vKrBS1d7KzsInMhaGJTQ5ngCPHWmn2efjJwkzeOl7Lf10/WMoniP8LAuT/faUfRkBBQQE//elPhzlCRtXL9XsCX7WyD3VP3I5fkvDUW2np7mPC4+lLx9cCT1+qwxrU0wpfj3BY/E9YuHosaeqAnxc+eZqtFyylIi6F0m41AUR0+KAnA1HfY+ry9nDwxZMT+OkPZ/CLJencQDX6frKo0XoRu6RBRMLukanrCUqcmDaWLeuWcNelcUzVdBEp+ql1ibx6rAlVXBKzk1RUOWBfvYf7Fk3E3NHASwesVHb4KbH7WZRuYtn5YxDjFSG/Q6dqeWbrUa6cOZWF4zVUtrnZWdjEilmKbMH3p8QgObuIMRuIUMm8WODip5v6VMuvmDqWCRGBINEalN6u0bKtTmT9/iZMcYk8cdVEbp8+juaiAmSPi3VLs1jdL25BlgJsOVTKn3YqkgubT9Sz/mAzb+0r5ZWPc2htaSXWqOXPqy7n4cUZrFs6cchg9/6QZRnZ66K53sof99RzqLaLdwu7iYiIGPGrvaW1jVe+OUWrvWtUUyLkugEfzY0NTEoyMzczNqg9Fk62QZb7SnqAQn4+L2kju7ydj/OsZ33t4bAjv4lndioq343tDv7ydTG2LjfxZiUDcmD811AlXlbNUKQHVs3osWLKMpZWJy/tGixlcbbojQXqX3onIMmU1Lv4y87Ry0AArJyeMkhCoBfVNjd//qr8W6n8i6JikXp82RQy45J4YZj+CQLsq6jj7weGr9/Y64KKidDg8spD1nIdDrtLLbyVUxI2nd/jk9GrtTy0dLCVSBQFbp+bwg/Oz6DV4R/1WA83V0KOixJ59HsTuGNmBmUWN9XNg9Xp40yKG7+8s42X9pfxYa4lKAVx07QUimud/PqDIhrawyvbD9cXjUagsKONvIZ25mXGY+zW8+wXpcFkkt7zEuO0QRV1o07FDRePZ8PXFUNeE0YW+BQEgZ/dMJm1czKorHPwt4OVgDDkmBV2dVLR6STJoGPppLPL4h2qf3lt7RS1d5ISZQj7IWcyqmjRe3g7v4ZnvirlV1eExnQNwjnMze8a/2vJ1rPPPsvXX3/NZ599NsQRQnD8pZ7Yq+72Dtwq5etKI8Irb39FvbcvSN7SL4YrRvTywiFLn/uwH7T0UyEfCf9swiWKCLLEc58+g1kDv122FlDcoQAeNICIgIQbFbFC36Kl1yoZb/fMHs+G7nTcqNEiseayBH6Z5kBFAAmRaIM6mCkIEKOFOL1Ioc9Mp6RmTKSOdUuzuH36eC6LUd704xU2bLV1FO3dg0ttYHpqJBfHqdlb7WBnYRM/uGgsGdEajrXDi8da+f1XZfx21ZwQ5eR756fz9bFy1u+zsvloNSsWns+iCWb21jh5dOM+Wlvb2VVhp6pbRVqkmixzqLYVgKBSs3LxRYo2zcLJrF08iVi9irdyrLxwqAEkiRiDGlt9Pa/sLqHdFeCmBVN54ooJ3DQthZVzJ/PEFRNwdnWyPqeDt443AcpC/NhV5/Hoskl9VjRZDpHICIHXTXN1OT//rIrsOg/zsuJYtzQrLFGTZVlxffZM4K2n23nqgI2fbik4awIhqDTsKHPz6pF6FkxKHFIaQ5YCNFjr2bCzKHgNQRT7ufrO7dPR7/cjDdCPEwSB2/qpZG/Pa+D5PZVsPX72hK7XiuDx+nlxl7JZbTpm4elvSr+1JhdAglkbosclCrCntJ4XhtGfGqqf/TdeWZZxeRXx120nFe2vzd+iRFDvNe5dkMnJuqYRC2GvmT+y7lcvHG44Wubl+W8qz3r+rVmQGlJupj+KLG6e+qKc+vbwbaYn6BkXq+EfB8qHvRdJkqmxufnPbaXUt42OsPZmIyZEafm8rIaviuvDHmfQiTyyPIMVF6dTUusiEJCDz3FHvpV38yrZ0kMkPV4Jn08i+2Q76z8dXltMJQo8dLVSiuePP7iQ0k47L2SX8dbBarZ80xgkXgBP/mgyP102mdVzJvDi1+X842glf99bMajN3uz70fCOsTF6rp40hkZXL2nrPVcOKbMjyzLnx0Uy1qinyeVhb6lt5MZHgCgKPHjNRCYYI6jrcIX9kBMEgTWLM5iREkN5l5P/82Xh8HNvCEHX/0n8r3UjRkZG8sYbb3DLLbeQn59PfHx86AHyYAtUQ0ADKlAJ8JcfTuX118pDRqhXFsEkBGiStDSrYvqd3UeaPBKoBGHoQtLninOJ95Jlnvr8BeK77dx/4xP4VcoNyaiI1IDo82BHhwoZP9Al95HH42cq+V1XJ7quNmJNOhq6wIvI6coGTnoh0ONS/dHUGHSFOWzwJLEo1sdHOZV4oxMxC366ZDUalci6OeOwtXYgBQLMTlJzsKaTNw/X8HllIlUumQzJw7KLoijvlFl6XiJfHzpDpd3H3FQTstvJ3soOZhc2KYrG7m6aSivZctzC5dESC8drWHZRMnFmA8/eNosH3zxEdq2TNw7Xcsf8SRyt6WBvjZN/HGsiLlLH2isv7BkamZaaaraUdIUovgv6CMSEZCiqRQ4EwOtmy6FS1h9zIqjU/DBNQO5sRfanERdl5L4FmTz7aSfghB7yLUsB8HSD3oggKM+spd7KluOWnizIPuIOKBa2apnsmu7wFrh+aG2zs+lgKSvmTiI+LoabpqdxuLSJvRUdIaVx+ge9B6eDJGFrbmLrmY6gLtfK2ZmIGu3wG6sgsL3QztO7a1BplS96QRC4a+EUIs3mIa13Te1dbDlWx6pZGcQN0N0K+P1Ym1v5pLCdW2ZnhLVWAayamY5Kde4aWqDEej2/uxy1WsWP56QToRs582wkeP0yFY3d7CppCJYUUgL/U9Fpzi6jciA8fjhj9XCg3MJ1lyQRoRVGre4+FHwBqG31olIFWLd0aLcQjBxPV1Dr5ZsiJSPRrNOQU2Ph5X3FROiG1v8a6jp3z8/A4VJIUX9X3cGqet4/UUpa0uB4QACtRuCeRalEm4Ye66I6F28dqkOrk3gzp4IYs8i6ZaN3J988MwW1Sol78/pkcku6yLE2sXqekrTiD8hEGzTEmTVsOFDGeemGYF/vXZJOtFlxeXe7Jb441M4Zu42WDi8fl9QRbR46HhIg2tDnirxp1nhONXVw2ZhYPj7ZwJaiWowRSuD72FgDC9IT2JhdhcOjeB/CBuiHEfa0trrYmF3FmkUTGBtrCPndO4drqXV1syArntVzFOv+obxWtp6w8vMfTWZMtB5ZhoNVrTQ43SyalMCqMNpuJ4ra+aK4gfuvzBrRotiLxEgdk+LMVDm7OVrZFrZKhlGtYlFcIlW2bnLq2vkwp5b7hwoVkEP++pfgfy3ZAli4cCGrVq3i/vvvZ9OmTaEBt6IQIlIKIPekjouyRKQa8tQJg9pUI5ESAUVOkPtZtQRJUr4cRBWIYlCTZ0ScDYE6W0kJSeIP37xMVmsdt676Pd0aA0lGNZLPj80LnT6YYgC7SxFs1eIPuhDHR8DxVjjeqqi23jLFjKXEToes4ahdTYJaGctLx5u43mzniX12Djhd7I3ycbRDB7Ud3HjxOE7WO/jlrDhe2nKAdr+K18tk1lwWzfyJarpsNqpcKmL1IpXtHjactJNt9TKrwMJlhm4yIlU8tvx80uONbDlRH1xQm8pKeOQLC0faROaM03OoXnEtZswUiNGquXyMgUO1TkS1hrgoI8/ePoc3D1Yi+3xKliJga2pi84FSWjocvF4q4RZ1IYGddyycjOz3InXYaHWMY8WiixDiW7lpWgqbDpWzPqcTIa6R++ang0rFnVddhimuLxaktaWNzfuLuGnB+cQnKEGbW860s/5QK0JkPfctyACfG7QGBEGgpb4eV7ebh5dmcccIWXVbCmw8dagFMTKWtYtiiDPpePbWGWw+bukLhvX7aLLUsr3MFRRTVeZEgM0n6nl6X2NQlytcLJKtrZ1tBS2smJEe1OYKJxcRH2kYFI/WH1uPW3h6VxUqjTbkuGa7kw+OVuIOCLy8rwaNZvgYl97ftXS5+TCnhpUz0oYUTQ2HW2eno9OqgtmSI8X4SLJMdbOTz043cOuswfXfQLFifXHGygsDSgpFR2hYMy8jRDTzbKFVw8EKC8/vKsGgDR+TFJBkfH7Qa0d3HbcX3j9ax+uHy8KWzxktZODjPAuvHS7GbFDI1d0LU4gyDq//NRSqmr28tk9R0c9I6ovbWjQxkUMVrcMKzI6U2PBFoZX3T5bxk0VZ/PyqKYPIQI3NzfaTQ5cc6t++0yWx46SVzWcqidCL3Dkng69y7OTbmrl57niizaEfBP3nmc8vc7rNxsZjFTy4OIsnJgxvNTxeZOf9HAuPfz+LsbF6DlS2cMZm52RjO7+6cTITj0VwUWI0z39Vyq1z0nh9bw07yur4yaJM1o2ZyOp56YMbDTNN3jlUw6s5VeTX2/nbndNCxuDOhem0O7yMNeuDVvS91Ta2lVmYeNLI/YuzEEWBJ340hazjJkwuNU/vKOGXN55HTIQGr09GpxV570gtW0osxMfqWJAWz5bjioZWvHnoRBBRFHjwqolUb+rmSFUb7x+p5fzIKPLa2rl9nrImaTQiLWovNreHydFmyusc1Le6GBOjH6RhJvfWhRzyiv98/K8mWwB/+MMfuPzyy3nvvfe49dZbASUlXZYkOgYUcDaIirinD5Fff1rCtCiZTztAJ/nwiEqQrh+RIueADERAHiTpMErxtH+i9MP4jmZuzfsSj0pD7os/Vg4T4JMb7+bnKVcDhJDCXqI1d0IMd5stPFSgxoGO5EgNcXExdMhO9CK4JbD5lfubNyGaz5tbOOA0khoB6ZEajnb0XD/OzJqJKh742kpVp8Sc8TrAR6C9ha4OGTcid51vBFnGGBPDD2ZmMqeomR9NjeHRjaVUdqr580cnWDB1HCvnKoRBlgJsb9RwpE253/PT41l4sYkfnhdJ4eef8pQ1hoe/fxnG6GhuujwZ2e8j1qjl0Sun0Nrazqa9p1ixYCpb8pp4KreT2Um94xb6GsYatRiNRv50qBHT2DbWLspi7aJYbHW1ON1uJRZrWgq2siK2nm5nxVUzQhb9LWfaWZ/bhRDXxtpFCtla2SMfcePlybQ0NbPlSAUrFpxPXFw0W0618sIRG08sjxtxE1wxIx1BVHHjpWODWXuSqwvZ090XNyOKbC9xhKjcAwhqDavmT0VljA5Z7G2t7WzOqWHl3MnEGjVsPlrD0/vqEcS+tPFzEQ5dOSsDUa1hxfTUkAzDrSfreXZPLQ8vyRxFmRoZSZJQqVRsyq3l6W/KEUSRBxYPXdB3IBLMg9XuB14j5GNMhh159bywpwytOrzAqlolcMe8dIwDlOtrWtxsPlbHHXPTwoqBjgaiIPDj2anoh7GQVdk8fJBrYc28FMZGj3wdkx7ump+CVu2nyxM4p5qavX27f2kyCdF95Kr/3AhIMhVNHnYWW1k1Y+TMx6+LLLx/ooTURIH7k/rG+eP8Jg5W2PjyVBwPLj23smx3zEvFqB9a0uMfe2p450Q5ahXcPT9zSOJ6pLCLnaX13LVkPJkpihVYFOFYQzNvHisnIWZ4K5VGLfDQ8gzGJGiGlRcB2JPbxp/3FXHGZicjVc8Di7P48dw09DoxeO6dsyfw07dO8XG5hRMWO49fMYnMtAhunT10Zma4O7t9Thq7TzeTa2nnoXdO8NfbLguenzneRHyUjndO1lLU3MU/7pqmkKTYUCt4vFnR9vqvzWfYXGQh65iJyxNieOtADY9fP4nHfzCJ9BMR/OiyZJ7/pJR3CmqJjtJwaVwMh+tbWLMofObmhZlRvHbPND4908AVWUk893Epn9U0cKSilZd76ik+uDyLxHgd1fVOPiioo6PTT+oYAw8uDy2NJPToXfz/lq1/IvR6Pe+88w5XXXUVCxYswOfzcdttt7H344+Ikjy0YkKUfEiiBo1ODS7FtWjp8nLRhLHQ0RkkWioCQdeZJKp6shPFQb8DqUffdASF+LN1C47m+H7HWKMSSf/FpyG/Hh+lZ6bPQm+sv90X2l5arIFfXaLnV9u7caBY9pZfPJ7bLoxiy8ESGiQjZi10eWHuhGim2fJ5ssII6KnthnFGkTXT4jGZTdx6fhQPvVZAVbeRZLOKKdEil6eNw2G1sKFKBGQWJgfItrh5YnkqWYlmshLNSC4nN49xc7orghjZw/rdNbgFDY8um0xj/kkcLQ7unT8Bg1bN6jnpRONG8vt4vNrEvmYf4p5KNt45g8a8XDaUu1m1fCaxRi2bjlaz/mAzgsHEsgvGc7S6g9sujkWba+X7U6IHDeWKWRkgCtx0sRKgKcsyW47V8dej9qBl4M/57bx4ohN3RDmPLu/LhulPiCSnHcEQSaxRyw+zdGzadQKX1swLR+0IMS3ctzCKFfPPQ4wwj8oyEGvUcu+cZJprq3jliI+VcyezObeOp/bVI+giFAVsURVW5d7W2s6Wk41BNflebDnZwFPZVkSDkbWLJrJy7iRUo+xPf8iyjOTzKoKoothTWihLcRk2NPNxsZ1VMyewckYaoiiOuPEANLY7+DC3lltmKecJgvitXWr9YWntZtPxOm6fnR782hZFgdVz04gIUwLIH5ARBCWuJhwB/fyUIpAaGaH6Vgrr/dvuTV3Xqvu2zK8Krbx6oIR4szCq6wiC0qbHp+aV/cWYdaqzJs+9iB8my7TbDW8dsvBObsmwZYV6sWpGCipRIW7dHokTFW4OVNVzw+VJROgFbpl17s96pA+Ee5ekkRCjYrwhlv/aVspPr00PK9T66al63jmpkKr+VsaHr04nQACrzTsieR3tx8quikbO2OxcMi6aqnoXLV0e4s2hhcm1WpE756dR0tLJvjIbF42N4idLsoJq6sOhP+kaG2fg5dWX8uDbeRysag2GIXQ5/HS7/Dx+/WRK2ro4bm0P/m5eSjy/e7+Qx66bRGpiXzjEQ9dMZEyiIvOyMbuKjyvrmXzKzE+WZjFBY+KpbSXctSydxAQ9P7o0mT9tLebjynoiTUNbtcfGGDjfFMm2ExbuWT6Bqk1OjvTIXtw5ZwImrfI82pxe4qN0HMpvYaelCXOUOlSCIlgs5l9Ht/7Xky2ASy+9lIcffpi77rqLDz/8kIKCAmRAJSjESo2MF4g36fF1NGPXmmjqlogck8j9eh0bcyy4VTrUyCFxWJOTTBQ3dCGLKgKSBAg9REfsC+Eajhx9l8HxoyRus5KNHDzT94L4+4WtiUg8Om8c/72vjPweomVWw6oZaSTGGYjXiTR4QPIHuGdOOvcvncIjrzmp8/vQCzAlTs0Rmx+d3sFzyy8mRq8iPSmSo1UB4rXw+hknM6Ps+GUBEJmRYmaC0cfFC9KCAbKSx4XkcfOBLYJ2n0i+3Q+IuLxKR7fXybyU7+SXy3XcOy+NxvyT/PlEI6roeNb9aDaq3eXBYP3t9WqeOtaJKqGOH12UiNPl4eH5KayYncmH2WfYW9UJyGRbfcwubSMrRXFXyF43tqpKttUJLI528uGefFZdNYNYo5YVSy9FiOlzaYrmWKATWdW3yLW2d7Ipp5qbZmUidbXxtyOVrFh0AXFxsYrF63AbDy+JCVp0Wmqr2VJgY8Xii0dlaZBlGVlUsa3Mzfq9VkRdBFdMiuVobQdXTOmLTRy4uLd2OPnp5nyyq50IGm3IZrlydhaCRhd8DvFRxmHdg0Ohua2DjftKUesiuGthn/tSEGD7aRvP7K5BVKm4b0HmqDf6HQVNPL+nGr1OIW5DxmUMgCQppGgkkdAdeVZe2F1OhDZ0Iw0nWyHLMhWNTj47Xc8d88IrYp+LCv5IKLR6+PKMhXv7aUrdPCMFtRjquvMHZPwS6MPUMwQwaOHO+SkkRo/O5ecLgFocOYOtP0wGuHdhCuPjlDGoaHTzySkLt88Z3lUnyTJ7T7l4ZtcpzjS1EGMSWDeEftdQOmxni9R4PeuWZfH7j0p4P68ci6ODv9w8OF7ykWvSSU4aHOdXb/NxuKydig474xO+XcmoXjz2/SxSxuo4VtzB5lO1JMZq+NnyKYOOuygrkt8sP5+Dtc1EdOtY/0kJD18zdFyUpsetrVGHjlvmODMv3X4pn5xS1jV/QOaz7Eaya5r4zcqpvH7P9BC5jM8LG9hRbkX1JagQ+dn1k0mI1IWsN3cunIDJ2DdeOU2tbCqqIzPdyMPLFIv0L344mfNODf6gq2508so3Fdx/ZSZjovW8n1PL5zWNREVqeG3NNLYXWLlpWgqf7KnnSH0rv7zpPCUzdnEm9S0uTnTaGWTHC+bx/Oscif9rsxF7IUkS+/fv5xe/+AVdXV289957GAwGmpqakQKhtRElnxdvTwC5WafiqjEqukuKgm15JKG3UQDa7Q50Yq9WliZUzHR0nRv9sUOdPxwGkC+DWiBS8NHYL6uyvdeVKilWuuf2WTjQKhKBkrXX5YedhU0giEwyKD9zSioK6h3EGrX89ofTiBL9uGXw+fxECz6y67qV7CBBIFat9HFyhJ/UCDjaoeF4p5o5E6KYmWzmjWI3BiEQXCCaCs+w4dPj3D4ngwkREjMilWv21rRatfTiPreTJPG3o/W8XC7y12NtHKtuZ+OdM4IZdSsXnh889o1dp3gxtxXJ5VRI07zJPLE0nSdvuETJhpqV0TdQAT9bCpr5085K/vukm6dyOrjxr3upsDmIi4xgbT/pgTsWKPW+7pjbd/6mI5Ws31PHmzvz+emOEtbndrE5X8nSWTl3cvD43nipLYUdrD9oY/Px0WWbtdTV8rcv85ieHsPiSfFcMTWJXVVdZFc72Vk0dDbQpqOVZFc7WZwVOyj7qzdrLyZCg+TzIJ/jvNx6spFXjtp4cV9NSIaYqFJz69xJPLF8CvNSDLzcL6txJKyc3pOxNgoJjV4EJImqRjsvjiDx0Gh34fYHeiQ6RiYfgiDwdXEjL+wpGzIDbriUfn9Axn0OMgn7yy28si80wzHcdYrrvTzzVSW2rvBZd4IAqXGhGZRDweODnHIvz3x9djIWgiCQGq8LXuOtw0rs2UjZmaIgcKK+njNNLcPWMi1vdPGbLWVYWpV7lGWZbreM9C2sFhcmxROrN7C/3Daon5IkB11lA8dsZ2kDFR125mcl8MNLk8kp6uTZL0u/laxIrFHL0qwkauyOYY/rdktU1nTj6A5gDTh443jVsGN8ddZY1JLAdZPHD/pdjEHLmh79wbZ2L5+X1vNFbSMfnqgLmWeBgEya3si05BgCSGwqrAtmWw68h95zqhqcdDh8rJ2X0RdTKsuYtJqw78mW4xY+OFPHluMWJBnOj4ni0jHRXDE1iagILbf3xJEWdnWyudgSvOf6Vhcud4D75mawek56aIeCyQH/v2Xrnwa3281jjz2GIAisW7eOdevWkZycTEVVVfDLyNczDK12B90qJeg2Qi3wxpZ9bPIk0adj2vMPUUSQAjR6VITlq6NVkP+2lq2RBFQHXN/ll8lvcpEh2akUo8O2lan2IJpF7F0ButFg1onceMkYLAf2U+Lsa8vd2cmLO3JYMSON5ePVfFAHbV4Bu6whI1bPj86PxXpgHy12B6kRRtQxcdTWtQXPn5Ycxe2zkvE31+PocgRN8Dtsep457WN2cx1V3SKxGi0PL5zA6jnpyJKEt74KyaMQMEGjpcSlBSTSYgarlPe+8M1VlZyoV/ymx2vttLS2Ex8Xw9plitsvMy4CJAlbUzNb8ptZOXcSK6+cjiqxkaVTEqj9x34q7T5+/2khG++cEfYa/bFi7iQErQ6n00V2XTtpUWpamhpp7UwhLjIiNBjd51GU38/CZbflTDvr9zexsKaD7Fo3swqbwqrKD8SKWZkIKg03DVeCx++jqKiMpw638ZsbLh1euyYMVs6agDsAQj+R0V7iFmtU6j6+vKuIp3dVodbqRmUJCDfGsizjDwRQiSJimLkvCAKfFTbz7E5F0DTcdWRZ5r2jtby4p+KsAsZvnZU6qHjyaFHb6mZTrlILMSlKhy+gKKhr1cN/cY/2mntKLfzjQDFxZkKscrJ89h/1ahEOVNSxYV8xZn2oO7DY6uHz0xbuGIUa/dpFKSRGD993SZYpsXoIyEqm5OphkkQ+LbDyzvEykmJVPLQ0E7tD5lBhN8Xtjdw5/9zK+lR3tdPmdg0ieWXWbv6xt5afLEsnLXFwQsbqeWnotSJLssZiUKnZlFvBlsIqjIZzd9ECbDpmpbS9i4vHRiNDWBelKUJFk8rJ2yeryYo0cc+cjGHH+MuKBvyizCcl9fyEvnhHv1/io90N5Le385tVU4mN0ZKZbmRfkw2Q8Qdkso/ZyG1qY82iCeRa2jhmaWfu0on8Mm3oeMuDJ1vYXdmMoIIdpfU8PLbvI9XW6mXzF3V0mL2sXRZqjbtr0QQiIlSsmpGKTivSpvFystHOzsImohxa9tfa+K/bzucnVyvxWr3X33rCwhdVjUz3xYTtDxA2I/N/Cv/ryVZERARHjx7lgw8+4Fe/+hXjx4+noqKCkvJyIBpQsgpFJHSCHCS+TU4/pxngu5eVsje954yIkRTkv0v0EquBBGwA4Tph8wF9G+gUvYdyp4BfpUz2/BY3reiJELUgwQ2XpRAboeWVvBZO+xSLUZROJMXTwp+PBHj/RCOLzkuCuhauuHA8lg4PT147lRi9xF+L7Wy2GQEoag8wJ8XEoToHKfoA106OJi4mCjHCyEsn7KijKnj0qvNYOXcSglpDc1UNh5sDHO9QMcfnISZCQ1NRET/7uIj9dj2iTgn6/j8rZ/D7z4t48gcXEa2RaSw4zrYqP6uuuJRYo5ZWexc/+7iUQw0BMuIMHG52seVUC2sX9b2QtvJStuQ30x2QeTG/O9h272L599XT+f1XinuypbmFzXmNwYB9m8XCluN13DRvCvFxSptxkRGsXXoerW0dnKprZ2+dm1fzHcSPawjdAKUAtspStpa5WTnAhSjLMshy2ILUKxdMpdsv0e1wcHHm2L4C1gszFWmHlla2nm4LqanY16/B7oj+ENRqnjrcSnaVA/GzokHkEkAO+JECAVTawbEtir5Y6DUamlvYmt/ELXMnEWfScfPsLNSa8MrZo4UkSdQ2d/B5YQu3zh68MYtD1F4MuVdB4NZZaRh0oXFZTR1u3s+p5dZZaSGq5r04l0SBXnxZWM8r+0uJNilyBr3Fre9eMHxR59Fe89ZZKWjVoS5Ca5uXjQfruHNuCuNje3W8lKVuOJF7lQruWZhC9IAsQ1mW2XTMwuuHizHqR47JGhujKM4PB58f3j1i4Z1j5UMS34AkoxIFbp+bikGnkDe3V6bI4uaNY2fIrWvBZDi3upX960D2v/bbR6vZdKqKmCj45bWD351Yo5bFmWN5eWc1D1yRzqPfyyAzVcf1lyTj6A5gihhlotQA3LskHY0ayutcvJxdgdsjEW3Ucls/V6yiR5fG16caKbM7uEqbhFYQh3Sx+nzK5ubxh1qtPV6JfXXN7G5oJvmAnsevmsJDV05kTKzyAZt9zMYfvymkwuEkJkrDEzcq2YfDxVuW1HTwm09OU9ntZN3SLH5x1WR+dFky7XYv0VEaZElmf72NI+1tGIxqHl3WV/ki1qgNqfZw25y0YFD+T1/LZ3d9M1lHTDy6bFLIs/7eBWP59EQDuZZ23jxUHdJmnxvxrB7Dd4r/9W5EUGq03XLLLRQXF3Prrbfidrv59Ksv++KVelxoTXKPoCkBfjwjBY1W09dIT31BJIkI/IMv0nvMSBh4zLdxI/bHUCQuLOFTFoCkCJHKAx/RvGcjvQr4rh7+3S2JzMuK45ErJiFoNFgb+6xSK6alYNMohZOtXhVF7X5+uXwKj151XtCNJ2i0pLZVouqJclOrBF748QxmJ6qoc6v4pKwLBAFHe7tyPZcH2efFfeYEktvFLd+bydwJShkkW00td7yyj1dPd7HfrmfxxNjg4p81Po437plHZoKZphNH+PkXdTx1uCVoWt50uJLshgCzx6hZMsHc4y5KCxmOrdV+njrhRIxO4Illmdw0LQVbTRUbPj1Gm9NLVkoib9w9h8wEE5sPlrB+dw2bjtUhBwJsKWhm/eE2Hn8/l5b6+hD3W1xsFM/cNot1S7MUgdIBm74gqthaA+sPNA8y/7c0NfLM5v08+1n+IJdErFGL0WDgtfwuIvTaUJLm87D5YBl/+vLcRDsFQeQ3N1zK4skJIUK1/dHc0saGnYW0dnYP+p0sBWhobuGVPX2ulB1n2nhmTy1betykw7nZRoNAIIAkSXxZ1MozO4cWtBzNdZKi9CGK9LIs84/sSp7fVcabh6rPqX/DYVWPUnzvXNhZbGXDvhK2HLfg8sr4At/OzRHunrfn1fHqwWJ25PWNU0Gtl/Wfj+weDNeeIAisXZwcopw/EGUNbp7+onzU7jSdRmDt4hR+PkSbDpfMngI3z31dDhDsk9sr83GBhdy64V2PQ0GWZdo6AkO6tMQe0qIaRsZjT0UDH5VU8faRaraetLByegoVdW7+Y0sJ9a1DK7kPh3izjseunsi6qzN5ZMlErI0eng3jik2K0jFjgpLt3N7p45HXCjhd0Rn+Xoe4hd1HmqlxOgGCVuJInZq75kwgJkLDl0UNVDicLJ6cwLUXjCP7cAv2Th+BgExDkxuvb/AetuWElcpuJ/My4lg9ZwL3L86ixtLNr987RUW9k7hYLZlpvQLKg+e82x3A2e2nvcNL9iEbLW3KPEpLiQg551BeC0++f4pWh4fkuAguGBsVvk05/I//J/G/3rLVH3q9np///OfcdtttOG02Vr6pxGOJskK2TGoRux98qDjT2MUjF8dw31EnXlGD0Ku/K4p095S2cffX6RqqAPVAV+IgiYj/Ob6rlvz4xb5HLkgSwgVX0r3xUSIyLkefMY0YwUu3rBwzdWwUsUYtPoeDHJ8ZRDDpVNy/ZBJNqSp++G4RLlGH2xcI+cIIOB1IgQDPdiQTQIUowAOLJhJn0nFJZIDDzXC8qoVWuwNVVCxYHAhqLf52G28cKOfvzTF4NBH89bYZvPbFST7Or6fO5yCg0YUoyIdACvBOmZd97RrSItXBEg8r5k5C9nmw1Tfw6rFm1i02DTp35bwpiHpjSLsbvmlg/ZF2BHOdoonlcoDOwIpFFyJE1nNFuoEN2w9y5fRJHK13s7e8nce3nuKZlVoElZpNRytZMe884qKMwxZm7ZWDGLhJbDnVyosnHYADo8nEvXOSIRBA0CuLzYrZmQhhhEgFrZ4rLhjH0QY3SyfGjmJWhEIO+DF57MxINRMTEZ6kbC/q4M/76lEbIwcHkEsBthy38Ey2FQSR+xZmsGpWBqpwRbfPEfVtnbx9uBY/4ojinGcLmT53m6rfq9kbY/Vtg7IHWqh63YM/vCyZkgYPO4stfP/iJL483cSts1KIH8baNVrcMjMFjSrUOvVNcR1/219MrAnWzMtEdZZB8ImRumHrK36Ya+HVQyUUWNvCBpyHQ3KcjgeGaFNAZm+5hXeOlRKh66dpZhJZd2Ua6WP6NNRGg0BA5kR5N7vKrYw3xFLnbGPtksEJDw8tyyAxWhtWrLMXK2ek0OkMUN3o4Z3jJeg0At1uia2FVUxM1Y2qbmM4bMtu5NWcCtavuoBrzhvHBSWDQw1EUeDxayeROsZAfYubndYG2j538eqa6YPuZSjjTom7i4pOhUz1xjp9sreenWU2/uu2qfzsh1PIOGFi5fQU9ILI/lob28usqEQwdWpoM3hZuyyUqK5dlkl0lJabZ/ZZ4g7Vt/B5bSMXlEbxwPgsHv/+ZFLHDl77FLdmPYetrfziR5OppZvXc6tIjNcFLW43XJrMVwcbef5AGUXtnST3FN/+w20XcOnx6MFrgjzoH//j+PcmW4sWwZEjoO65jfHjoaRkxNPGjRuHR60mJnCCNsxokPAAiQYBh92LX6XB2u6iKGMsXrEGJKnPbdhDnmKMWhqc/XIThyJUZytEOhzOpa2enwuAQfLR1Y9sNbrh/DGxdC9/kIbPXmDsXS/S1q/oskErIvv9nPxgEx0oX08iMk1lFby76xR+QdkIutx9lr7a3Tt5+0QT2gkTuXxMBJYGpfTkf20/yYYfZCHGJjB7jJ1DtV1s/CqPMzU2wIC/s40NX9TQaVBccS6vn2jBi9TaSJ1PS1q0lv9YnExW+hgEVei0lbodNOUf52SnGvBS0+kPFi+NNai4IcrOY6XKOY72djZ8WcCKOROJNesRhPDp+yuWXoYQbVEsEO5umgsLeLvcj6BWc8dVl7E5p5qnjnUhxth59uZpPP7hSfaUtrClsB3Z5WT9vgYEXQT3LcqipbGRraXdQYHQ/hjKPbRyziRcAUX9/aZpKZQVl/KHvVZ+88NpZI2PG/I8QRDYVeUku9rJ7BIbWeOU8VRK/LgRNLqgov1Q2Ha6laey6xHV4a+xYroivxAiKWF3sOWElZUzJ3Dz3MloDCYWJGt5+ZtCbp476VvFrwzEp2da+fshxUr2i6smn7OFLBxEQWDt4kziIvsyM2VZpqLJycf5VlbPDS8NcK7o/xw/yCnnxT0l5NW1caDchloljOh+O9tr9OKueSmY9XDthSnkVnrJqa7jx3NSiDZov5PvvzXzkzlR1xYMOP+2z7+mxYPTE+D+BX3kWpZlurpl4s3as5bY8PlhywkLH+aXMycjnkOVLcRFKnFW3W4JvVZAFAXiTDoeGOEZGNRqsozxNOnq+cHUZGwdXm6enUKEXjznDwFJknn9WCUl9k5+8t5Jdjw0l4euyBp0jNMVICZCsco1d7g5Ut7KiXo7rx+o5KcD3Pm9HwzyAMJx18IJmHsyB3vfpc+KGtlpbSJ1v55fXHNeCLF+cuV5TD5mJtNkZH1eMeVdTuJiQudYnEnHT5aE9veWmWloNapg/c+h1rCcM+3840QF5Q4n550yc9ucVGKiNCHhEl6fxHs5tRS1dzInIzaY3NJbr3IQeub0d5HBeq749yZbAC++CHfffdanycAF7iYqDImk+LsoV8Vh0oj4VYrrMNDVxeLUTDZIHrpEHSJKnIiyEkmsvTiBp/fX4VCFUbGWAqMTNT3XVW0AsdJJXjz9H2UY4iUSwCWGPu4orciDmkp+mzyZjslzsX/zMsbrHgVAi8S1k2KQAwFeaEvAJyr1Ezs98KtPijjpNIIAKiSmRUu0Ob1ECT52WCX+0RINLTYuM/k4T+3FSgRVHX7+8EUJ+20yd88ah0bdTmt7J0cdBuakR2I0Gnn2cAezk9SAH70oE+hoR9DogADjIgQ8Jfm8UtrKygXn9bl9An5sDU08dqCLw60CM9OimZkZF1zkBI2Wd6okDrfA3MxY9H4n6/e242xrwWg2s3JJeLmFOLOee6cnYaso4JUGDS63nhfzGgEwxluUYHO1NrgAPLPy0mB6tOTuxmlvx+nsprXVzpbD5UqpHzF80GxLazubj1tYMWdScCOPNWp57Oo+N95jR+xkW/2IX5aycc3ssNNClgK0NDfjDsiK23JGet/vvC6a62rYXiWxcs7EIQmKoFKzasH5qCIih9wowi2Sm45U8PReC6JKHYx327CrmKd316DWGc5qs5VlGVmSEHvkNBrbHWw+VsfNsyYQb9azcnoqLq8fSeY71dvqxUDJh4Z2N7/ecYqj1W1E6NXfSjurFx6fjEokRGW+18q1ZEoiX52JY9X05LNqM5wW11AIblp+ePtIBa/sK0athsvHp3C4uo7Vc0dvJQqHsTF6XrzlYnbkWcLOI49Ppsji4UCllVtmjXytXaX1bD9VwS+u7ovncrph35luTjc3cu/iswuM1+sEHrk6nfSxaq48P4mdhU3cNC2FTqfE7pNdlNibuGdxeGkPUOKcNGoBr0/mVIWTTUWlHK1t5aKkGD4qtJAQ9e1kIERR4M83X8gdr+di7XSxcX8VP78mlDydquzkH7ureeSaTLKSTSRG6ZmVFUtJbheqcMF4vfUBBxCO3rnQ2eXD55PQaEQiY9RghQ7n4JCZOJOOiQYzT+8sobzLyYKJo3PfnjjVTlmVA+nynux/SaaoppM9lbZguSuAnMZWyh1OFk1K4IZLxvN1djMWuwuA7m4/TleAhDgdCfE6aILL0mKD5x7Ob+HzwkYe+f7E0I+i/wsKUf/7k61zhABc33aaGKOOGR2VHIvJ5Ir0LP5PtZWiyGRa0PLV8WoWazv52J+gRDQFCYzInw83hCdaMDLROpcahyHth57rRTWiZS2AalC/9EhsatJgU5uIXriahjfW0Vp4GOPUhXgR+dnGbC4aF0mM4CNKVNEhKdMlIPRUmcePEzXbqzxMOlTBdMsRDjbEcv14NSfa4IRDCz3SEosnxXNPuoRQ5Kazupp9jVou7/FyXT7ezB0LJmKKjmRJqoFtO0/iaGrk2U8ruX7uFM44qsmu9/C0OoLsWguCIYLrE31srwtw48VJbDpQyuFWZQGZlRU/yG3nNkQBbZw/NpLvJ6o43dqOS1bx4sFmxMh+tQRlCUEQkSUJ2dlJU1kJT+xuJLtFzbqlWTy8NAsBgoHn/RfT/v+XdWA06Fh/qIHjVa2cnxrLw0vGDLkgbT5cwfoDTQhaPWsX9WUJyX4f+L0IeiO/uf4ShE8Lh4yjAsDvZXNODX851DooyFjQ6Hin0MmLh5pwSSKPXXXekM0M9cVpa+9kc041K2dnDartuHJ2Fqp+pXwEQWDV7ExUI9VcDIPGtg4259Zxy5ws4iMNbD1h5ZldlWg0mqDsxmNXDh/oDz0Zi/4AKpVqUPmOs8FHBfUcrW5j0eSEoLUrEJCR6NMuOhsEJJmSBjc7i6zcMa9vk+k/7hOTzl4xvdDq5fPTFtYuGpm89AbIa9WKJlaMEa6/JIXXDtTx9/1nX+MwHMbFDG0Vcnth83EL7x4rQaMOvZbbK5NX5Sanrp7bZiv3Ei7w36CDopZGXjlQQox5+MB4j1emsM7FoZoGbp6ptDk2ps8VmrlQiR/y+WVOtzbx6uEyos3hP446nQF2He+ktNPGDZck835OHUdrW1k8OYFfXHUee8uaufHy5GG1wKytLl7PruHuRemMjQ2/j5yfEsWirCQ2n6oNLt2nqzrZkWfl/mUZ7K1q5tNKC+eVGMlKziIgyUzQmrk4KZprLhg7uMHe+oBheIez28/2XfWUODv56fWTGRun9CnG3Be3XFnvYMM3lfzkqkwOWVootneOWMc157QiQPrT6yeT09jGthILk06YWLswk/YOH3/9rJwvLY2oRIL6ebfPS8fQIyYca9RiFbr5sLCOjDQj42UDn55u4DerzuOJ66eQmWxk5QxFEqbT4eOlnRUcsLUQE6fhsSv77wPCkPf+P4V/f7L1y1/CE0/A5Mnwhz8orsVRQJZlTH4X17WdJtDexm2XTcFfeooH877myDV3EXP55Sy1HuPC4m9QGzLwG034DUb2imPo1hjoktWYJA8OsYc9j+DGC0H//39b4oWSou0LFyc28G9g5oQYWmotVASMNHmhFUXIU9TomHfXb8j9+xNMGpeCNTqDQwX5nOi6DFGj3GNajJ6adjczL85glqWSj2p8OFGTHKlhbOUxbquIwS2qmSCoqXX5mZsWydTUOCK0Km6fnsy7O/axr05C12PTvfyCDK4QfJzfXsQjrzXw2xUzyBoThSnKzIYTXYBIVJbMc2sW8urWbFx+H5csnciNFyby+vYDvFyuBPT/eNkl+JLacdia8TdZae1KJc7cV1Q1omdD1KsF9rRoyW7wc8nUMfxyeV+mWnN1FVtyalh55TRiRC/NhQU8cUImu0XdE8swgRiDGrm7E8EwPJkW1Ir46dH6w+ytdXGooXFYaYEV889DMJgGBe6XFpfyx921/OaGy8lKSQybGRhyXa2BlQvOR4xqGhzLJaoQNcoCery6ldYuV8gYjQZbTlh5ak8dolbP2sWTaLK1sOVEPavmTlZEUBdPCjn+XLP2tuc38+zeWo5bnTy36jJunjUBlVo9KMFgJAQCEjXNnXxZ3MIts4a2UoyEldNTEAVC3CxVtm525Fm5c17aWbsVVaJAdpmVF/aUYNT3kQRbl4cPcizcPDP5nGK19pVb+Pv+YuJMIxOlkgYvW0/Uce/CFBLMfc9p7aIU4kxnX+OwyOph6wkL9y1KDpvBORCREfDAkmRSEgZLQvj88EmBlXePl6DT9AXDD7wnlSiwZmEqkcbwshI+v4xKpbiGu7pl3jtSx+ZTSmmegW1VNrn5x54a7r8ijQeuSCcheujC5zqNSEFLMxtzyokyqXjkmglMTtexYroyPyaPNfFNrp2DtVWsWx6+FM27R2p5LaeC0412Nqy+bMi5+fPvT2LCOAOregjFe0fqeC+/moIGO7+/4QL02j5XpShAna+b/CY7j79XwJv3TQ+dmz3ELxwBVKtFcmytfFbRgClSzdolmURGhMZZvvhNOduKrETHaEJkF4Z7rzafrGNzsYWY/dqQc/wBGb1O5NY5qbj3BWhsdQflLQY+63uWZBAdqeHaC8byH++fYaelmcknTTy6bHKIwLHbLeHvSVByeQMDevKvj5D/9yZb69fD1Kmg1cIHH8D3vw95eZA5igVepUIOyAgqEckvoTaZkPwBzG4nt7hKOW/5j+kqEvFl7+KGqv3okhLA42eZMZaNY2YzOU7HZZXHeCvyImrVkTi1EWgCPnwqTeh1vsuYrSHOU6ZVmEkURtR0w23TWPZ/rIDy8PUBLw5RQ4RaZOtv7uApew4vf/UaMSt+jyN3O1FqFb6MGSSZdbx+10x2Fjbxw/PjePblHJpQgtATJBdP1ZlxixpEJB5bfgH1He5BL+It183l78W7caBBJyqbWEaMjttfbGB/s597Nx5hy0OLuPl7s/DGVANyMM7JFBPDywebWORv5vbZaQgRRsAJgQAJ48ayLtLI7/5xipeaTHijK/n1tX2lc+646hKMcbVBt5poNAf7Jvu8NFWU88iOEg7bwBNVxyNXTGR7ezTZtdaQLzepq53mony2t8eyct7wukxxZgPPrp7Hy9sPUtQeCAbsQ58FLXhslJG1S6cg+33YLBa2linxXf99qI3segnx6wo2rhm6GG/IdaPNrF0YahWRJQlbvRVZlpmbEc3BSjubc6pZu3Ro61Y4rOzR6brxkjHIksTWk408vacOld74nbjWgteZkcbhChvZZa28ll2GUadm1azhi3OHg0ol8lVxC3/+pgyNus9KIUmKAKZaNbp3L9xG/1VhAy/uLcN8jnpKCyYmkFPVFjIv3jtax3M7SxAF+MmSs2/ztlkp6NSjI0pfnK5T9LhMhARwnytB/iTfwqsHFX2v4QLne+F0Q2k9eMIkK5ojBB6+MoXUxJF1xYbqr8cnszffyfGGBtYuSSM2SsPDV6eRmRxeCuTtI9W8n1eB2STzq2unDDsGOq3AQ1dNYExcX5zT2sTQ4w9UN/HWiQoKm9r52x2XD5q7t81KZc+ZFo7WtvL2oVrWLQtfFSEhUhcig/Dw1ZmcabKTU9vGphwLT/6g7x0WBIGfXJXJgbJmTts6eH1/VYjyvNBj1hko/ur1Sew7bqPEpmQxatR9caySJHO4oI0Ddc1BAmMwiEOOe15JO1+WNHHvUoVkRvZYxvx+KRhbBrAnx8aOfAuPXjeJrFQzr+ZUMi4hfLhBpE7NqktT+Xh3Aw2e8NmdJ4ra+aq0kbgYLbSCTjPgg1gQQv/+F+Dfm2zNnNn379Wr4f334fPP4aGHRjxVlmRkCVR6I4JKhbO4jLilS7CqtbisjUg+H7qxY1BFRiOIFjSR0XhtNsZ12/mvziPEXjiHllI7/1X3JbVugbfHzeGG+hyOjTmfcl0sPlGkIjI5rHUpiHO1aA04T0IFsn/w7wdc06SBaJ2IPyCCCswaoKcMjsmgJtao5dHbbuWFT/bgyPsCQ+xYnJ02tCgilZkJJjIXmvA5HBR6FKuIlgAnHWomalyABgmRD4/V8c7dswZ1O0orMEZwUS5r8EiKMv19CzO5JUNNbpOHKqeKzXn1rF00MVQjBbhiUjybTzawt7KDTQdKuDrayek0I9ddOAbZ76e5zsqeNmVBK2oMVV6OM+tDrC4hoqLdXWw+XM7hHuF1p93O3/aUceW0rKDQaO9C2dLl4heHXGQ31iHqjSNuSrFGLfGJ8Rw8XRsM2Je9LmzlxWyzqFkxd0Bwt9fNlpwq1ud0IogqfnPDpSGuQ9ndrSQ7aIdwXw8FWWJLXiN/PdDMw0symZ8Zy00zJgx7SmuHk0051ayYlUmcWR+8n3vnptJUb+WVXBdXXZqOqDMMa3E6l7IqcSYdz626jC3HrXQ4unnqm2pU6uEL/YaDIAismJ6KShUaqGxpdbD1hIUfz1FiwM4F37Ykz9dnbOwvtwXnBShZg6IgsGrG2cVq9SLWqOXeBRmcsXh542AFdwwTd7V6bgoRurO3YIWDzy9z0bhEZme0cuX5SSOfgLIs7S+38PqREvRauG1mBnpNn8RCUtToBG+HglqEo5Z6Xj9SRqxZZO2iTFLi9EN+FHR291TMcA20iITHcKRUEASunzaGzwut5Na1hSQIBAIyjm6JsbF6XrjlEp75vIzqBteIdRV9folul8SYGD0XJ0eT32gPq5gfa9SSEmmkpN2B2x96L3KPK72/Rz2vpJ1X91ZjMqso78lIXLNAqYaRX2bni6JGquudfFndyEOLM/l51uSgla0X1lYXb+yrZs3iCbx5oIbtZVZiohRidf/STEx6FZEuLb/fXsRPrlLCAI41t/JRRT1TiiJ54KpMEuIGhxvIskxesZ2N+6t58KpMSlwdnLF1Bj0NveOZe6aN//z8DMX2Lh5anMnPJkzm5lkDqk38/zFb3zEEYdSDKgRnnIyg1uBzOInISEOt0+Oz2eiuqsY4MYuIlBQcp84g+QIYL7iArpN5OEsrUeuNRF5wIZ7WFhJ3ZfNY3dsk3nwT0+2dtHy+FUfCGPYnXcD4xkrev/QGrirezadZCxCkAM3GeEUx8FwxiLhJoYx9oMBpz99GrZqA04mvx3/d7pNIlBSSFq1X87vf/Q7J2U3asvso3foH4i5egrNDIVsx/QqcqnRaMo0y+Z098WKARqOmp8IPE+IGu6ckt4v8TZtplJXsuHGRWn50YQKS280b+e24ZQNpsQZWTE9Tsmb8PgRN3+LzzWkrVd0iGVEall0wnq9zu8muaWXqzmOYoiJxCVpqfVoyYvWsuyyKDV+fDgqP9iJc+r5gjmHlssto8xdQZA8gd3fxp5NtHC6y8MzN00LO31ZoJ7tRCtH5ApD9flqsFraWu1kxK9RtsGLuZIT+0g6CyNYyD+sPK0WjQxZsg4mlUxI42iJwxdQkMhNMQdehLMvYaqvYWuJk5ZLwMRKyLCnyEOpQ66qgUrNy4YWIZuuo0+M35Vazflc1gkrN2iV9sQ+CWs2OMhfrd1UhqNXctyhryOxGORCgobGRHUWdrJp9drpa8WYDaxdl0drlJspsPCdSIMkyXU4XXl9okO+npxv5y55KDPqzz2Lrbdfp8hP4Fgv4HfNSMBlCyVqCWcdDS4fuT3mTmx15Fu6cO7QAqgx8dsrChn3FGIeJuwpaLuRzU5fvD1GEk5ZmDlf2kUdZlnH7QK8J77aK0Ak8uCyVpBiB71+YzOESD8etFu5ZeG4K8AOhUglcfX4Sx6rbmZ6WMOLxcT0WmGhj6LqcX9mThTo/hdT40bvdd5c00+J2My8zPuQZn652sHFfDQ9dncHEZCOTUiN4YW8ZU9IihiWXx4o6+OBoHY//YCIPXJGJ2aBm9bx0QCFin2Y3cabDzgNXZZIUo4caMOpDt3ehN2ar38/eOFjFp1UN3D4zLURWJxCQeX1vNR9VWHlgQSY/nzyZldNTKKty8o/dldyzRFnnPF6J1/ZW8XpuFTqdyE+vn0xmniJ4GgjI7Dtsw9bqpdbrYnuJlcQ4hUSvWZxBpDk0w3AgDuW38rsvzlDS4WBimYnHrptMyriIkA/gY0XtPPnxKcodThZOTODOeeHdtsFsxJEf3T8N/75ky26Ho0dh4UJF+uHDD2HfPvjLX0Z3vqT8kVxeZAlEnQFHaQV+twddejq6cWOx556go+A0arMJJImuU8XIiGhiohHNZuzHTiDoDaDTgcuF/cBRIi+/FAQBU1c7y33HoK2Niw6+Ai4Hi2qOA9CljeCzrHlUxqWhdzk4nTSZgNAjdOPpBoNp+L6Hu5ewPw+1qlk7fZRUNJBikCnxAojYtIo4qaWtm46YTD7b9iIVNTUYMqdjL8lBnZCuNNXdzV/e2c0t10zH19RIvS6WXgdmcpQOvUqAbuU1PlNsoaQ0hp2lraxaNBVvg4Utx+o42JJEr81pfpSX9z49wi3fm8GUOB1HnTA/LZL3PjvKkhQDO0tbuOV7M4mPV8jZFVOT2HK6jcoOH7sq7Ky68jLEmFocLS08ndPKw0syeWBKK6gFPj9aysYaFW5BG7SQyZJE48ljbK+TWLXsMmIi1MjubgS9kYSkRBIS43m92Mr0yeks8tvZW2FnS14Da6/oU5pfmmHm8HgNv75SqSFos1jYUtTBikvHsvloFU+d6EZQh1awDyq7+7w914tg5RWXIUbXhSUQu8ra2VvZwex+Fg9QNqxtdSLrD9o42pTLM6umDdpwWxoa2XKslhULLiAuOnQOxZmH/qoPhxUzMxFUam6anh7yc0EQlaLVKhULx8Iru4pZOXuI4reCwPbTbTy9pxa3JKAXZVbOnBC0lI0GQ/VblmUCfj+iShW2XA8oC+sXhTae3VWBTtv3XFbNSEMljpyW39Du4sNjtdw2K534fnFIgYDMh7l1vJhdjko4N8XyBPPwOlXh8FGehRf3lGDSC0M+S1EQwqq+h4MsQ0GNl6+L6rh7wblnH6pEgfsWpxBr7rtmVbOXjQct3L0gmbT48MSwv6vq3aMVbNhXQrSxbzwrm9x8dtrKraPIVgyHXEsLBY0tHK22cfmESCqbXGw+ZmHNwtRBMXFrF2cQZx6sBbf1hIW3jpWTW93KhtsvZVysblSW2rsWpGMyqIJxXL3YV9XEjpIaJqXreWBsFnfMT8do6IsP8/kkvj7axhFrM49e2/de5TS08FF5HVPOGLl/USY/+17fB1Cnw8+7R2s51tmC0Szy+PcnkTp2cOmucKKmZpPSfpQxdN0SBLh8fAy13U5+ND2ZzAQTfr/EOwdr+LS6nuhI5fjdR5qxNnezZlY6d8xX3pMHlypuT0mSOd7SznunanloSRY/T58c7NNI7mqPV+Ifeysp6XAwMz02mK3Y/xy/X+LFr8spdziZkxnHc6uG0XPr2SP/lfatf1+y5fPBk09CcbFiJZoyBXbsgEmTRjwVADmALIGEQMDjRdRq6DpTjOwLEHnhVDQmE5LPj6vagjYpEXVMHF1lVch+HxkPryXq4gspfOI/8NVYkRwOxMgofPYO7IeOQEwMcpcTqbEFtCKCy4OAiEQA/BIRAQcrCr9W+hHo97khQIMxjtcu+yEdhkjGt1rIT7kQAJ2rG68hArnXYjWwxmJ/Jfohai/6ZLjjg1O0iBGoCeBHhZJTpaI7AFtbohmz/Gdk1hVS+c3r+DptyF4l5ba1y8Vzp2X2Vu0i4OykgDiS9NDkhmsuGs9NF8Rx18aj1LlFTnTA3e+fos4FKkMEbUWF/N2i5fxISDaKLJgQRbRa4tm8DnRprTx8yxLG5jfiaG3lzzmd7C9r5miXniPOU7y4ehaxRi1fHS2jyiWyeHICN142Hk9VMZLDzw0LL8Cc0MSNlyfz4V4nTx1oZHZc79dpv1dLgG2Vbp4+3kVOcw6/WjCOb46Vs3LpxcSPTWLlwqnBWK62ljb4uoJlF4eaondWdJJt9TG7tJ3McbFsPlzOU8edCFo9K5degpjYqqjPNzWzJa8xJK6rpaaSzfnNrFw2bVB9xGAXBYEVSy5BMNVw4yVjBv1+xaxMjpS3sLfczubcmkEB6VuLOlh/qBUhspG1i7KQ/T5a6q2KxW3mEF98Q0BxvU5GlgI0NzSwrbiTFTMm9Atgncgru4tZv7MKURPe5SOIIjfPm4xaH4Gz28NTu6sQRJH7l0wOc8WzQyAQwNLcxmfFdm4eIp5LkiRWzUxDrQ4Ndh5tXNKWExae31WOTqPi/kV9cTMatchts1NDNsnRQpZlKpvdfHbKym2zz86Kc8fcFIx6YVi3bVmjm08KLNwxd3Rtf1Ncx8vZxURFKOKmonBu0Q0Dx/SLQgtv5xQzNoZgRmJAknG6wWToU2YHReZgzYJUIiP6LH0BSWbjAQtv55agVZ9bZuTNM1JQi30E8N3DFl47Uoo5QhyUJTnUnHjwynQq2uwcrGzhqc/KUYkCSbFq7lk4fAxhrFEbVsz01tmpaDXCkKTjTLWDp3YVUuPqInlM33v147lp6HXhPxDMRjX6CAE6weWThtbgCxMjfv2l4zle3c6ijNCYUFmGU812TjbY+fWWUzx/86WMidYzOz2OcruDBZnxAJzqtPNVTRNPTJ0S/CCRZZn8Uju7K5u5a9kEUsdHMFbQs7vUhu/Svn3K5Q6g14lhyatKJRAfp4VGMHhV/GNXJfdekUmESoVWKyKKAs7uAJoemZPp6bG43QF+/1UhaxZOYOxA78q/0qTVg39fspWQALm5536+ICLIAgGXG9ntw3zeVJyl5ciIOE+X0l1TB7KMftw4/A4HXccL0CYkoBJV6MeMo/Yf7+B3uFGbI/F0e5A9AdQxkajMRvwNjUgeqYdNa1HHxeJrsimGID/Kg1erFYIk94S399StGuNt4de7/x4kXxz+INjl8sQU/j59BVHuLq4oPcj2C68kpauJ+vFZxDRWUTiuRxZgGNX6FlFJ2ddLXnxoEGRwg1IbMuClUaWH5Eu57M71uIr3YM39AgC1Tg8eOOnUQI/AaWzAhVoUWDbByMS0RHY8voyf/D2bIzY/dS6YYBJZGC/zps0GjOdMJ4BEeW0z58VqWLdYKY0TY1Bz9yWxtEtJGE3VNNc3c7TYxaHaLh577xi/XppOS3sXsxPMPHntVGL1Iuv3FPOK1YhHG8GjPTIAqxZfiMoczZJxWnaW2rjp8rHIkoQgiopFZsmF5NTnsLeygxpbJ1VdMqoxbdxgb2VbXYCVPTFUH3xRyt6KLmYVNpK5sG+TXTlnIqJWqRcmqNSsXHIJYnwzV2RGsSmnhhXzlPM3fF3G+qN2hH6B41urJZ7K7UKMbxjSKiFLAQItVhy2Bt7Y1c6dV4UG1sYatTyz6jI2H6sN0dDqxU0zM0BUsWJ6D0mU/GzOb+Kpgy0IKs2oNiw5EABBCNZklAN+Nh+38vSBJgSxL25KEBULl6jRsSTDzMtf5LFy7mTiIkMXud6Fv9XhwaBXD8q4HLYvskxTm51t+c2sGlA8W6VS8Xmxnae/KUcdJp4rEAhQ29TO50WtQ5KxkXDLzFQ0KnGQlpcsyzjcfrz+oUzKw90TbD9p4cW9peg0Z2cVG6j/FQ7bT1p4ObsEo27ktgUB1sxPIdIAN16eQn6tl2+KlAzFb+vKG0h0AKqaPWw8YOGehSmkJ4RalgYSBJUocO+iFJKiBS5LTuC/Py3nnkVnp6g/sM17F6cSbRZZNSOFvMpuduRZeHBZWojVciASI3X89dZL+TC3jop6N1sKqgGINp59DGG4Pg3EgdpmalxdGNVqpqXFDDrP2R1g++5myl3trFmkzGutRiQxVqcQE80omHI/4rGvwkZhWydv7atm06E6fnbDZOLNOlQqgSdunELd290cqWnj7QPVrJyRyo5yC8X2TvZVtHBechR3L84gaoBF0OuVeG1vNZ9U1dPtDaBTi9S7XOwotzI5z8z9izJp7/Dy6Z5G6nAGg+n7y7OoVQK/+uFU0seZqKl38srhSgwRKmK6ddT4nPxkeRaxkVqevOk8phXHsGpGKq98U8GrOVWcauxgw+rQtVPbE7Zj0H6L8J1viX9fsvWtISNJEmq1FpXRjLPOiiyIqKOj6LbU0/DZNxgSYomZOZ324ydxWxrQREUSMW4MXRVVdOadUrLK1GpEoxHJ3oF6QjSCWk2gw6HkLxv0yB4fvk4nks+H4O/T7lWpNMi+bvAPY9js/VXPHMxqq+OpL57piU2DmdYzoBKIXjiPutwT7J5YjyzB2I5G3rn8ei5sKcekkqjWxxPQaNFF6GkOqGnTmHCIyqY4UbJTKxnxiBpcPbphWiQaiYAp3+OJO+7mSEElx7oNmMUAXZIyWU2CnyKf0sZLh6y8MTUVo72JO7ynsUZMIc6kJ6/Zze+/LCWpR5drrFHNWJWXnE4NOZ3wy/M0xBq1+NtayP/sc56rj+I/b55N1IWJGKNqOVbRxN6KdmSvm+wmIyDx5Ac5XJ4SiS8+GaztyP2+inoXpKbqGvyNFhqPNLDJl8CqKxTzcnxcDE9efzF17+VT2eFn8cRYbrwgjg935/N0gZejlW08++PZrFh8IWJ0AyumhVq2Bi6UcXHR3DvPwDPv7ualYgmXpOKx713IisUXI0RZQywQK2Zn4fJJODs7aXV4wsfcBAJszWvkxbxuoBtTnBJY29JsY8upVlbMyujJXAyfRSg52pA7W5C9Y8CoVaQgFl6EGFk/KguMLAVorq1kW0k3K+crwrGiRseqBVNRmWMGtRGjE7hn9nj+tq+Sp7KtiAZjiE5Yf8SZdNy/eJRWZ6Cls5sPj1bjcHnYcKgelUo9wM0hsKpHEqK3X5IkIQgCgiAgiiKfFbbw550VYcnYaBBnGlxqRZZlApLMp6caeH5XGXrN6LMRG9rdvJ9bx7UXJ2EynLu6+HBYMz8FSQ7Q2OHD1uUZUYah/5x+/YAibhpt5Ftnl4YjFV8XWXn3WAmREQEkWcWd81IYEzV0/1LidDy4NJM/fFLOPw6WYDLAg0syz1kFPCmqLybupYJq3sgpIylWNaI7N9ao5f5Fmdg6PdQ2u6nosIcQoe8St8xK5fX91bS5PTy7s5R3wyQaHaxrYktRLZEmZV4HJJmZ4+Kp7XBy3SXjh2x7wHYCwOr56UQYVFRaHHx4qg6Hx09msok7FiiVEl645VLeOlDD7fPT+evnZeRa2lmQFc91F47D3ukjNnLwc9bpVDx63UQmF5opruzk04oGHl6axRPLp3BFRiJen4RBp6Kku4N3Cmppbvfw/7H332FynNeZN/x7KnVOk3NGBgEwA2AAM2VlK5DKki1LpGXLluX12t61fG3w7lrB9ru2nKO8tmWTEiUqWaKYMwgQBJEHaQaT83Turq7wfH/UpJ7pwQxA2Hzf1XfrGhHTU131VNVTVafOuc99+zSFX3/P5hUvl794Zw9TGZOetjDv3NHMF/7hKI8PT+APK/zaWzbT1RjmM43eC/E7r2rk8aPj7B+Y4V9eGSiThbi5sQanJPno7o5LPidXCj+xwZZ0wLUlqBpaVZzi8CiBpgYUoSEdF/PCIHX7biJ76ix2KofR3IQejZLvHyLfP4gIhgnWJHAyORRVx5nLkgmhIKVAqhpCNZDSQs5mwedHYoHpkXWdvAnBICSzi1ksQFG9QMoFr8QoQZlXhLYBVSyWHgHh96MEQ0QKOd518kmwJBLJjYPHUWpj6PEITjKJUBVi11/LkK3xZ9pGaoVNrnMTnxzrRTvXy2PtezgUaqW35OcOY4aNe65HaCof2VVH5vhRDhIg46pEhE1GamTn/BNbEwG+8C6v1KnF4vy11cFgHkpmmlafwguzGq2Glwkbzdm0JeBTe9oIBhe7T6QQ/E5/iNdyGr/5nRP83oY8fivC73xgD488cZCCEPTsSnD8wjQvDRd4abjAL9/Rw2/+VH05UV1Kxg4d5NdfTPHssMojYwp9mUnU+GI30I8PX/ACrZ4qPt2c41e/fpDPvnUn+6aO83R/dqFzaClXazVMjozyd08e55VxG1AQhnejqI6HF0jl0nGQxRyJYAS/U+CLL0wQCgXLSOcL51I3uO/OayiGBwEvKyAd2zO/3p9CaDqf3tsKqraQeVqKbx5P8sWXZslzhlA0zH03dFIdDaz/wSkUHjld4ItPD1FwIOD3cf/uLqqjwYrrmJyY4OHXRrn32g0I3XfJOlgXw0MHBvjyE3189rZOfuMtmyoGJksf6K7rMjg+w3ePT/KhOTL+h/Z0oetXzpMRYGQmz78cHOTtO5sIGJXLiK6UZWWyeXzz0BB/+ORp/PrKMtaVQnXYh19X+bNne6mL6uvihTku2A7cvqmeV85Ps2/D+joKLxXvv64FIWA2a/EXz3vZt1+6a+3xPXBbKyEfNIdr+YPHzpUJwV4ubuyo5eDADLdvXJ+kCkA8aDBrFpguFPm9H5/mnz61MhB6o6gKGVzTmODxvjEyWXtFl2IoqPKf3reJDQfLPQV/fGqMg8OzPHp4mM9fxIsVynlL89fQTK5EY02A3r4sf/jMGYbG8zTU+Pm527v4D3P8sAfu6iIW1fnwnjZefnWGp85P8Jvv20xj1crGga7GML/Y2MOFq3L0vBbmY3s7oATfenyYUXWQz9zbw+fftYnW5iBnB7P8y7FButpC/Oxcl6E+l6ErFh2efG6SyaKJz1BoagzAsLcTfQM5Gur8BOaat7Z0xPjCvVv5+v4Bbl9WFg3qGrtrqq9I88Xl4ic22BLCI01L26E0OUM4HCWx+zqG/+kRQps30P2rn6E0m2LmxYMIVSXc2U7q6ElwHKRtU/f2u5l66nni11+D/dpR3KERCmNTSOmAC+GrtpDtG0CW5jqhLIvgNTvIHzriNQ+aFtrGLuzZOS/HuYDLXcbhgvnPhKciLFUk9sLbiVRUfDU1c9uQXgCJ53+luGAXLVwJuqYjAgEah4b5QqEPWTTp+Klu0qUghWSUD8y+zlunj/C4r523Jgq0JTXq3/NehOHjg+0a8vQIx+wgh9w4AA2iyJj089Zal+5aj4ytRWNsqfNzoB/GHQMciCs2gyWNa2IuYwXJ/lmVG3TBr9y9CdeysFOz4LqIOYnkUqHIfz4ueG4ijRodJqCq/MmxPL9wrZ+NRp67TjzJW48/R+MfnEN88IOw7+/Kzus3Tibc3mkAAQAASURBVGd4dtikMyzoy7h0xTTu6AgtlBPv37cNJdDP+/d087k/f5znphQGv32Sv/iZ3ew5Obk2qdj2/BEnJ6b4D/98iGcmAJSFdmQpJdPj43zjeJL7dnfhzE7w8Aunue+Ondx38xaEP8R9N64uu1AdDa5QwL/v1m2I2AR3NKv83jeeRwnF+MSdV624cbz/xi5wXXLJGX73R2NlZb/1QAjB/TdvRviCZGen+eJzQyjLCP/SdbwSvBA80pvjy8+No4UTK4KxyekkDx8c4P69Gy+JED+P+2/sRFFU7ruhHTOX4esvnOaDy7pLl4/9u8en+Mrj59F1Y1UhTICprMlDBy5w//WXLkj66JFR/vCpcwR9ekVOjmW7nB/P8eNT42UWJOBlLTTt4pyr9WB4psi/HBziY3srl9U+trcNv7H+7ZwZK/Hwq4MYms2BgUmeOTPOlqZLbNJZB86NSqbTkg/sbiYW0vngRcydbUdydtTkyTPDfOCGVn7+9m6+8sNz/OUL5UKwl4tj49O8PjLNk73j5PMqz/ePrMmh0zXB1qYYZ2ZTTCZtJtImddEr55M5j//8zs2M/VORI2NJPvU3r/LVj1xNY2LxGlo+rxUB2Tl/2pVinotYMKKuUEypChn87N5OfiBGSWKSytk8cuocscji9R/z63z6li6Onk3xJ6+c5Uw6y9ajK83ol6K9LsTHbuggqKpoEcGYVuSv9vdRO9eVOB/o9bR6HYzffdozoP7N92/BLrj0D+Y5MDHNw6eGqK328bmf2khzbYDbO+t46eAMN16ToLvDm6uqKriqJ0ZjYiM9LZUcGN5c+Yef2GBLMscpVzXsbB7XAelIQCHU3Y2vrpb84CjWbJrgxi4cy8WanEGNREjccA3hni4mf/g0qZdfxcrkwBWohg+3ZOL6AhSHJ5HJrMdKn4NwpZedwtP5Ipv3uFpLkhRCFd6UWPo9XeCVPQXY1sL4AUhnMadn5rJ0y96mFR03k0fxGwifH3t6Bi0awairIXPqFLMvvUTN296KnUxSHBoinM/zkbZGBAr5s2cpzcySfvUAdR3NPGidZiaf4pGcwHUldyhjPDNi826tETuboTQ8hBTw6eub8IsRMlPTnMmrHHTi3NaTYEsE/vS1WW9/pMSenebIDx/n9/sNfvHOjezqqsM/a7MpUOJve006IwrbMud5yQrwy3f2IC2bvx8Pc69aQ8snfpGmkaPIXM4zCTcLjJ88yaMzIa6rVri1XuGzb9nOV5/o5Zkhk0cef5VIjVdOrI6HefCe7QD89rt28sBDxzg/a/LEyUke3NeNLJm4+QxKcOXFOjk6xkPPHOf+O3byjddGeWYCrm8wMHx+j0sWMpClIg89c4IvvVZAaDrStfnSawWU+lkevK2HB++6iN3OHKZn0zy0//yCDldVLMwDt8f5s2+/yFdfLwAFQrH4igeOm0/j5pK86/pOQrXFy8roeMTeHqZTDYQTY+WZQ8tkfHiQb50tcf8ez3tRKF52R7oO0rbmjK7Fotq8L7BqafFiqA77ePB273tffWGMr6zhsSiEWHcm66FXLvClx87gOJJfvHPjJZWlPnBDG6qyur6WEIIfHB/lfz95Bl0TfOrWroUsV1Xo8qQmVoz/1SH+8Mle/IbgM7d1MzRd5KFXh/j4Xk8S4lK38/ipQf76hVP80p0bFtr/l6NoeQ914w08MZ47N8RfvdhLbcwz2JZScvRCkcd7h/j4MkJ/rghfe3GIrx/qRVU8gvzP39FGTfTytM2KJYmhscAL+sTNbYT8grdub+aPfnSBh46cXReH7v7rW3i5f4Iz0yn+6pk+/tM71raNulTUx/38zHXd/O5Tx3l1eIaHDgzyy/esfg0NTOaZML1GpuBFOUlyyf+X49UTs/zzKwOk8hYvDczwi7d3c/32curAD58f54WhKaIxjTPpbJl91WrI5W2++/QoZ80Mn3v7Bu7orltx/SwNHo+l0zx8aoieg2F211Rz8PAsH9zdRk9nuEwmwnUlulRIJMplbl47mqRQdNjYvfz+LVeVqPn3wv/VwdZ/+2//jXA4zOc///mVf5QSdS7O0YIBsEu4xSJCSpxMBiklqmEghMDNFhC2i6IIVJ+Bnqgif/YC0jRRQlXIZAoQKJqKW3BRAFVTsITivU4Ir1tQ6OVvQUJZ8hblAgJkBQ7XPHkebTFYW4CuYI5Pe8vML6eA8OtIy0aaJbSaBPb0FMG7bqf1Ix/ESqXp/Y3/xMyLL6FEwuRO9RK65mr8iQShTZtJvvIi5vAIqUMHSD7xY5REAl9dDW233MqvRaNMfvubmNOTfKylilh3B7NPPY5QVYSqIPrP8TGhELi+i6mJaR4zYrxvRy0zP/oeTnM7/k3b+MRNnQi3yB+MRnk+5TL0g3P0F1V+/fY27tvbw/l/PMgz/Wl++7igv2jxH+vyvP+GdoSuwZ0buGFvB/J3fpt833n+7tFXuGtTDf/9R4M8nzK4rTvOs+M59gyk+LUuE5Qgpl/lT1/yyok/3eXnG0cmuP/WzWzY0MY3PtewYCANMH76FN88MskH3rbHC5yeOsp9t++gpraKbx6f5cuHi6i1U9x/8yaE4SM7OsxXj6QXxSl1n8f5qpnmjuoS3zmb45fu6F4kra8DD+3v44tPDyM0g/f2+PjGa2Pcd+fV3HfbDgrBQYRSWQX7m8dm+NLLSZRY7YpOxaVw82kmx8b5Vp/Nfbsr619Vx8I8uKQDz5tXKt/qzfHFp4YWOhDnb5ITExM8fGCQD9y8mepYiPv29HilxUvY76WYF0N1XZfbu2McGKwqU1uvhPV2Gd53QzvpQolMvsRUxqQ2uv7M21rb0FTBx2/qIOhTefeuZk6P5PjxqTE+vLuNRFDHdReFOy8XH9vTil8X3D9H3P+XV4f4oyd7CRjikuUkwBNT1dVyO6KlkBJev1Di8VODfHxPK40Jg3WK75dheceh63odn1/b30vAJ3jg1q6FwDcahJ+/o1xF/nLV7VM5l288P8uPzp/lf71vG9214bJ1/dK97XQ2Vb6mlsKyJd86OM54zlMx19Zh+H2pmEna/OjlKb5+4hyTxSK3bqjlozctNpXk8g4vH0tyLDXDR/d6Hq0PHxzifCbHTZ01C2KflTDPb630bvGt14d5+NQQv7Cvm2u3JdgSj/DDY+PYuxabQC44Wb59dph9jbVc3RjnM3u6ifr1lStbgoBfZVjk+T+HL9DUEKA262NHKL5qBvEX39JD/Zylj08onD6XIZuyuTqSQHXKO1h7z2UAeMsdi53bV2+PMzVjYlkuPt+ywPNNFjb9vzrY+sQnPsF1113HHXfcwa5du8r/qHjcKqdo4ZZs1GAYdB3HhdzACMWRcbRoGBEMYabT+AN16HX1YFlMPfUCwY5WMAKENm9AWiXy49PYuSICBTubQa2uRoSDyHwBpDdhi9OzZUNw5oVN3TnBzTmBQeZ/AJTFtzHCEcjmYEkXlPD5cDP5uWUFnkohSMtFCfpxigVsy8G1HKyZWQJNTVgzs0jV4xiZQyO4EuzJKYr5PFX79uGvb6Q0PkHyxZdQQmH0cBgtEsNJJsEsYWfSCNdFOhZ2KonQdXwtbRT7zuFk0qiRKP7mVlqaW3igrgFrYhxzdoSPRvPUX3srRsgzqP6NW5pxf9jLJ6pTHJNx3nd1M9WRAH/w0Rv5lb97gWcG8+zrjHLP0NP4Ytv5lbvvBsCansAt5BkoKnx5/zTPnZ3i5ZTB3vYIX3j3TvacGOd9Vzfx0PM2zwwMs+vODfzmTzXz/uta+adHn+UrR0z2903z+x/dQ3WsXAn+WyMaXz5iojaPIc08XzqUY//YAf7gk7dz355uxJyxclXI4MHbNzKdbCLcNFpmwFxTV8sD+2L86SMv8EeH8tzWloGbutY9b++7aSNCUbham+L+fy5yPmkhqrwuxs/fu3pm7L4bOz1trIspulslJgf6+Y9PTPDMoInQDD59UysolXlgSyFUjftv3oLwh7m93cef/vg49+/dQFXI4JHjSb783BhqOM6D+7rnyOWVLUjWguvYjI5P8ejJFPff0M6T55I8c2amTG39jcDrfFL4s+f6CASMFWXbK7H+B/Z1YzuSf9o/wP9+8gyGJnj7VU384/5BPrqnjcb45SnXw1yzwZKg6uN7Wgkai8HX8EyRf3rFy3Stp8y1VhAjBLzc79n7ZAo2tVGNn7n50jsWV3QcqoLP3NFKQ0LQlajlf3z3HJ+508twCSFoq1ncT9uR5E2IBCqLpF4MtiN5+OgZTk1N8zvfO7HCY7Sl2r8iSM3kXVwXYuHFa0LXBJ+5ux1XsTg5luZtlcye3wBsR/LUq7N87chZTs2kuH1TLb/7np1lx7lgunznyDCPnh3Ebyh86pYudtQmuLGtiv/2nm0XPycXsQf83Ns3EAgpjE+ZfOit7fzVk+f5p6MDNDcE+IU53ayfva2LcEhndLrA1w5c4C8f6+O/xoM0Nawu9qooggfv7qY64d03X9k/w0yqRMlyMZZ0Tp48k8E0HXZui5XNkbfe1UgybfHywRmaGvzEojq2I3n19VnCEY2WxmDZ9vx+lYOHZ5lNW+y5trps3+X/P9j6t0NbWxtf+cpX+OhHP8qBAwfw+xdvcEJKpAQpJNJ2vIAjmUI1dOxUhpGHvkPVrbuJ7dxK8sgJioOjKJEgRqSOwtAIub4B9ESU1IHXMXN5ZDCEloiDrlNKZij2nkMJ+HCFAtJFhIKUTp71JromUAI+nJNnPD6WIub1QVfCZbHMmMys+LPMF7FNc27ZuTSxKxFz/3Ntl0AsQmFsDOHzI1SV0MYNaMEA5lQet2SiVlWR7+un4e1vI7RhI+HNW8j86uconD1NzTveBSUTJRDCnJok9/oh9Opq4m9/N0osSvHUSazpKdIvvwCKILr7FgLt7bimia++AaO2HjUYJrRlB9kjr1I4cwo9diOuWaI5NcjvtU3hq6njxpoaxNnXsf1XUxWN8wefuImHDw7y3m1V+E+bGJ0byb3yLHpDC/bUGOrsNB31MX7j7m5GjhzhZUJc25agtTjBp29qR2hamXbW/E3o/nuv5ZXpgzwzZPK+rz7LX336lgXOGcD9N21A8fkXSmPPHrnAMyM2f/f0KT7/th0rHkrV8XDFMpnQDN5/93U82f8sTw/k+bOnz/Kf3rZ2CRE8X8VP39rNz/zpU5xPQndtaF38m3W9+Ws6jwwoPDNocvumWt67s45Tr7/O7x7M8dvvua7sWKy6jVu7+NMfHuZLz4ygGH4e2NddVlK8HJTb+gi+dWySrzw5gKppfPimjRi+lSKNl4uRqTQH+qavyLouhvksV8Cn8q6dzTzy2hB/8oznp3g5GajVULNMIPUbh4b446d7yZo2NWGND+9+44Tyj+5pxdBgIuXwR0+dIuy/PO2r5aiPeWP/wiOn+D+vnMPnc/i1e1cGv6eGTP5x/yCfubON1ur18aTm51QiovC779/K//PkqQXrq7Xw8skcj58e4dfe0bHAiyuYLq01fpqr/HzzyADPnJ1kW2uUbN7l6ddS9KYn+ZlbL9/wXFWgNzuzEGh9eGcnX/zWGf7DO3poqvaeXTUJnd94z0a2HA0tGDo//Mog+wdn+PZrw/zqPau/OPg070GiaytfqmoiPjQUvnF8iKYaP2/d2ojPUMpsb+a1w2ZyJZySpMEKEAyq2I5Eu0i2dul9ybYlrsOK5WdmTbJ5Z4WbQSioMTldIhbVqZ0Tx3UcyeSUSTSiUb9MMFfTBEXTJZMpLwEJIbwK05uI/6uDLYCPfvSjPProo3zhC1/gy1/+cvkfpcQtWLimha+2itz5AWzTwhcOUXXzDSQPHKHQPwKuxEqmUWwbRTMIdXViF00KI2OeJEQigaUolManCHW2UYoEccYLuNk8+P34Wpowz5xf3K4tcQulxQyVc/GIe570rkRDuPm8t7wqvBhMSorDoyuWlaZFaTYFhkZxfBo0HRyX9NFjaLV1OJksbjqD0DR8oRClgQECGzag+Hwk97+Mky+gJarQ/D6k30/6wEu4riR+4x6i11xLsKOL7MkTFC70IzQVoevo1bWENmwg+9pBpGNT6D1OcPN2wlftouod78FoaCDQvZHMqy9jT05QHOzHv3Er4V3XYU+Mkn31RaRtEb31nkXldcemEIzgpFMIVQVFwb9lF1TV4pw6zs9u0JnZdBM1P36d9wRGsPolarwKNRKvGHzUVif48k9v5QN/dZC+jMbvfO84f/szix6by7+zta2Gl6ameen0GDO3Xdx8ejlqExGEqgAuhwdm11x+KYTh4yMbfRxNlvitt225cl00rsN917ehzAUv8YDKr+5P88xAseJbf8WxCc9OaP9Ahjs3zWmuXWaJB8C1LUYnJvnOqQz3z+lpfeimTei+YBlP40rhW6+PcmAgzW1LPNauNFwpGZkp8t2jI+zbUMvXXhzgHTsbLsr3ulL4yO5WFAETaYff+3EvhvbGCeWxgMF913bz8pksZyaSa5Z0LxUBn/eEtVd56Xz67DBfP3Satjpl1UDVlZKCCUEfWA48ezTPqyOjfOq2Nna1R/m7dczteZyYGedfXj9LV5PXZGKWJI8fTHN4cpwP3dRMaIl0hxDw3IVx/uXIOcLBlVIgpwZyPHRwkM/c3XlRTS8hBA/e1Ul13MtO//XTfTxy6gKdLT66/XFen57mgbu6aKwqd1WIx3QY9AKZiSkTy5Y0N6zMnH5kWzu//+RpPnVt5Sz7z93RSTCocf8Nrbz80gydRHBNCaHy5SKGxs/f1s3EdIkLgwWGRme469Y6fMbawcz2LTFM0ynT1ALYfW01UkoURTAxVeTg60luur6aWFQnX7Apms58gQifoXDL7moee3qCV16dYe8N1Qvdiz5D4fab64iEy0uIcqFs9Obh//pgSwjBn//5n7Njxw7e/va3s2/fPmCuUicl0nGR0sVXV0X25HmcTJ5AcyORzRvI9vaR6j2HvyoKoQCF/hHcbIGWL/wyuC6nf/eryEKRkpxFiUVRdJX80BhKIITNDJQc0B3coukR4t0lnYbuXEbLdhc7DxW8K9eVc1wvUZYyd4vFRV0uW845EEhI5ubsh5ZMJhdk0UL4NJypaYz6OrBKjH33e+RPn8MplnBdiTk+iVFbQ6CjE199PYXBQUb/8R8wx8epuftur2Mwm8HOFwg0NlH3jnej6DrScUi99By5U8fxNzYRuvpaKFko/gBKNEZo83ZmfvAI6ReeIbhxM0JVkUDx7EnURDVKIIRbMimdPUV6dpL4W36aWG09uJLSyABKJIEWiSAti8LJwwjDR+KdHwIEhWOH0It5UFWUaIL6aJxP1D8PBRf/9W9BCcdWnQ9OPkuwdz9/eJ3Ol88o/Oe7V5a6nPQszugF9I7NhALezfHAuFVmKLsapOsw2Xucb563uP+2q9jZmuDA5DS7msszRtMzKR46OMB9ezdW7ohzHf6hz2XGlPz9Sxe4ffOlP9yk6zI1Nso3T2YWPBunRkZ4+PAo9+/zuhmlbfGFd1+D8qMz637rB3jibIpn+jLsOTVFT0P84uOo4ElZDsG3jk7zlacGUOb0tCoFWFJKRidn+daRcT54iV6LS/Gh3Z3ous5tG6r5Py+e50O7O6i9TEPq1WDZkn/aP8ifPHuG/X3TPN07STT4xjNalY7lheki//yK55lYF/VRHfbx2Tt7mEibNFetzUVaD3pHSvzLwUE0xeb5c5NXpKR7bKDId44M8cBtrTywr4NoQOODq5hwf2h3K7p2cQui08NF/vb5QX7+jjaaq3w81zfC1145TTx86cHmR+c6Oue3NziV5y8PnOTI2Ax1ifIu31BA4dff1UVX88rmDNeV/P6/nuWxviGCIfgP916cUL903n/ytk6iYY137WzmK4+e4RsnBwgFVX7p7vJM+q++fSMtdQE+sreN7/9wEseRfPz9LSsCmuZYgG2FBI3h8rLf2ESRbM6muyPEZ+/y7oc3X1/F489P0jeQJxLWFwIp03R4/NlJWlsCXL09zvkLWeJRfYHDJ6XEsmVZiRDg/IUs+bzDts3RVRXj5/slpfSO2/BYgdPnM+zaFmNjd6QsGxYJ62zsDnP4WIraWh+buiOefpdfpbsjtGL9IFjcwpuD/+uDLYCamhr+8i//kk984hO8/vrrRKNRjp88ieNK/AE/qqqTOXKa4JZuhKLib2xADQdRQ36EY6NGIsS3b2Lo3MOYs0kUoRC5eivSdhDhMNJ1cVNZbJ+GHo/hZLOg+8DKQ86kNDzmKcab1uKgHAl+A6y5EqBkrpS4JGBSPM0sAFQFUXIW4rKlAnV6Yy3WhZEV+60YPoQmcB0be2qayNZtxK/fxcg3v0UpOYs1M4s1O0ts+zYKAwNMP/scTe97L8ENG1F8fvLnzlE8f47Qtq2oqorrOsg5WyC3ZILrEtl5DYrPT+HEcYSqEOjqJv3c01ijo1T91LtRNA3F58ctFHCSs5jpJKGrriZ/7DD+TVvR6xsQ84r3JRPXskg/9m30hmbib7sPxR8gdu97kdJB6AYyn0dmUripJKTTWAdfQG/txL9rN9g2aiThCU8mp1FCkTIza++4W7jjQ3Qk6vi7z7wTxefV/N1sGhThdSHano+hPTHMh9olGF2IdXjpzeObJ9N88ZUUspjnwTu3U5MY4f17yoO6f3nmOF/aP4vQDR68vYLmlmbwhfdej/LD1YOgqakZvnF4nPuWBR5Sul7njWPz8MFBvvTi9IJn4zfP5PnSC1Mo0VEeuKWTicF+fnwqy+/ddxFfsQq4f3c3imaseUyklIyNjvLI0Wk+ePMm4j5PnX5e6gNA0TQ+dPMmdH9wzfV98/Aov/dkP5p++dmueSX2P37iNH/wxDkMXSuz41kvXFfSN5njh8fH+OCN5aU6QxN8dG8b0ZDK3Vvr2dM1fkWCnlMjJt89MsTP3bq4vW8fGuJPn+klGignyNdFL644bzue7F/QWNuI+oneQb728sU7FpciV5SoCviN1Vf8nSND/MXzvVRFPK/HvR3N/NlTXrC0fC6uJ7v5494R/uXwGdrrVT5zeze/fG87TdXedXtmpMA3Dw3xqdva1iX3sXR7jiv58vfOc2Rshj1d1Wtqvi1HKODNdUUIpmZtomFlRTBysTEUTZefubWdkiXZUVVdcblbmupxihCP6gQCyopAC7z5KmBFhufoyRT9QwWaGwMLmlVVVT7uua2efN7mB0+MccOuBM2NgQUbnVDQCx262sN0tS8G3afOZDjTl+WuW+oIBhfDiwuDecYmTTZ2RzAuMicA6mv9vP3uRg6+PsOpMxm2bYoSDJR/R1EE2zZF0VRBc0OAY6dS9A/kufu2eoKBCh2ZsjwX8WbgJyLYAnjb297Go48+yuc+9zn+5m/+hl/9z/+Jn5612dPUBIaOXbJwcnkQgtyFIdxCEdd20BMJzIlZ7Jdew9/ajHQs+v74a1TtuxFMm/jVV5E+0Ys1NkWwZyv1995G35f+FAIBlKY63JEJqErA+MTKQakVJsVSLHUDcd2K/EYJSFVFWsusQwwFqQik7SICAWQ6TWF4lMaffhsdn/0FTnzuV707rKbhFIuUshmsiXHUYJDYTTehxBOkX34BK5sj6gsipYI5MkppfAx/cwu5UyeIXHcDWiRK+tABCgP9+FvbMAf60apqKE2MURy8QGTnNRT6z2HNTBK64Sa0YIjikOcxaadmkWYJo6aW4ulj2DNTCM1ABMJoja3YU+MowRBaVc3CbokvfYnQf/2vC7/77n4n5sc+gP25XyKwyxMZdNKzZJ/+Lkb7RoJX7y07LEo4hv/GOxGavhBoSSkpnTkCloXWtQW1uh4jXoMzMUyVYvErd2zHTc3gjvUi27cgtItcNlLyni1xpKLyvg1+T/H97m3LFpG8t0tHuBHuu8ErY8lCFuk6KKHFrFxPY2LVsp6U0hM7fWkGsSTwkKUikxfO80g/3Le3h/v3bUeJLko43HdjF0KdewMXgkfOmnzxmRGUYLRcT8uxmRgZ9tTkK2SR1lvaE0LwreNJvvzUAKovwDt6/Hz7ZJIP7i3XzFrP+oQQfGhvD/ocp64SJtMF/nn/BT64u4OaNbJVH9zdgaqp6+LDWbZL/0SWH/dO8IEbvGDAlfCt10b46tNn0NTy7IkQgsb4YrnnUrNAUnqvWcvFUf/1uGfHEwsubu+je9vwraGrZTsSV3pB4Dz6Jkt8ff8gn7rV6zC8GD682+NsrdaxuBSOK3n1fInnzg3x83esvvwDt7VSFVkc9/eODPE3L/dSE728sueHd7eiKvDunV52bOmc+upjp/mb/WeIhsoFZfvGi/z1Mxd44M52WqsrzxchIBbx7tU3dCYq7k/fcAnblmxoLw/kpIRff2cPm9oD3LOpkRdfy7Ktx0932/ozqcdOZxkdN/mPb99EVWzlvadougyNFPEbgg2dQeprVwkmvd6pFaYlsZhOcMob/1KUSg6zKYvaKh/BoLf/mqZQW+Pj8NEkiahGVaJ8W7GoTm21D21ZMNnUEGBgpMBsqkR97fr2XddUFEVQKkmCFTj4jiM5eTaL40rqanw4Lhh65UBOzKW1vMzwm5PfuiLBlhDiLcD/BlTgr6SUv7vs7z7g74FrgWngfill/5XY9qXg93//99m5cyff/va3aWttZXjoOMLQcC0Hp1BEDQSQtouVzSF0DaMqQbCnnZmXDqMWdBRVw9fSgJsrkDl9AcXn9wKmkqfb4G9poTA1CwiE34civVKfEQlRmlTBXUZIWI2gcImQlVbjuMhsHgJ+r4MxFKb27fdw5ou/jxoJkzl9BoDgho3k+/pI7L2J1o98iOyRI/R9+UtoiQTxvbuZ+fFjJI+9TmLPHoIbNuBraGT2xWeZ/t6j+Du6MerrMBqbkcUCIhBA8fmp//AnsKanEKqCOTjAzI+/hz0xTs37P4x/xzWEIjsJbtiGW8gx+dDXyLz0FNE9txHdexvSsVHDYYz2DRSOvIJe10hg29U4+SyKP4D4L/8F5z98nuzzj4EQqIEgWn0LqqqA62AnZygNnIVsxssmLoMQCr7ubUirhJvPogTDnsWLrmOPD4AiUGNVCN1ArWtB2hZuIYO0TWQxv9BZWglOZhZZzFOllnhgbwtq3epaTHWbtvHgZoHweTduZ6gXd2Yc7apbKmp8VVrHfbduQ0RGed+1LTiFDOQziFCCb/bm+OLzEwjDk2dY2hW4PKi5f+9GFKMC+VxKvvbSBf7kUIaCVNZUpV4OKSUTU9M88vok9+5qQzV8nln4/j6+/MQFNGN1zayLYak/oG3bjEyl+P7JGe6/wWuDf+jgIL/3xDk0TeXnb7+4vtdaelTLS3bfPTrKHz7lmRE/sK8bTRV84uZ2wpdhSL0cjitRxOK2+iZNHj44xM/e0lpmufOJm9oI+VbqFK2lq3ViqMR3jw7xwG0tC4Tvx04O8jcvnaIuvrY9z1rBsGVLTgyXePbsEB/e3cqh4SH+8oVT1ERXJ9IvPZeOK9nVXMv1bTOXzQerChnsrG/kjx+/wOfe0k7tkk7MB+5opzqm8oFlQqrfPjzEPxw6S12Vyi/d1UOu4HB+2GFjm45vLgOjCMFvvLOH7ibf6kH+rI1lSXrajLIy2Wun8hSKLp++pQspwdiqUh2/uFzCUpQsl+Exk3BIo7neqFiCKxQdrrkqSjCg8NSLMyAEVfGVAaEiBBJ3RRZz+6ZYRdJ877ksM0mLt9xWh7rk735D4cJwgSMnM9y2tzzYamoI0FDnx17GQ25vCTIxVeR4b5qquLHAsboY2poDnDmXYSZZ8nhpy5ArOJzryxL0KezYGqemyrdqina+2//NxBsOtoQQKvDHwN3AEHBACPEdKeWJJYt9EpiVUvYIIT4AfBG4/41u+1Lw9a9/ndraWv7+7/+e9773vXzk/fcxVDoAivA6E22b6M4tKKEgimHgFEy0SAhzaIxQdytCCNLHT6NGQzS88x5QBZnDx0m+fBitJo4omqQOvI6/rQkMH04mh2N7HRHm4BjSdla+UpjW4mdzzRKX4/sV7mglefZC+YdSIIWCUPD+O8cbi161HRHwwbe/A65DdMsmJk6fojg0hFFVRammBr26BmHomIND6LEYeihEav/LxG/cjWIYYDvodQ34ezYw84NHCW3YTKB7A4mb9xHZeS2FvnNMf//baJEwte/7EP6OLopCwWj19GKEolAcHSbz4tNYo0Oo4RjhPbehJapxsml83ZvRYgnE1btRfH5yh/dTeP0VIvvegq9jA042jT0xitHcgW/rNWjVdSAl5snDmOdO4OvcSODG2zG6KnsIAhRfex5nZoLgHe9GMfyodc0owQhKXcti6dGxsIfPo8yEMLbvRq1rvag8gpweRRZyKO1bcIfPgj+IGl2Z9gcQ/vKWZfwhCETnJEnkuuZBdSLKg3dEcSYGcDKzCE1Hi1Rx/+07USKD6woAqkIGn761Czc7g1P0o/o9voPQdNRQDMjMsR3WhpSS8bExHjk6xf17N/KNV4f58tNDKEsybx/Y3YWqrS08KqXEsS0UVUVZUnJcCgF8+8g4v/9kH4qi8MC+bj5wQzuqoqxL38txXRzHRdfUise7fzLLtw+P8LG9nk/cJ27uJOQv50DVrMMcei2YlqR3tMjTp4cXVMy/d2SIP33Wy2AtVapfb0bRdiSKspgZe/rMEH/5/ClqIovBTyWz6NXX5z3HVtPXKtnwyKEhvrb/FIYGH9vbSsCA913bwuG+Io+dKi99LoeqCM7OTHJg4NL4YLYjGZp0qYkphAOCV4ZG+MdDZ2itV8vOS33Mxy/csfK4ffzmNgL+xexa/4jFs4dLhIOCzqbFB/xqx11KievCNVsCIBfv3/miy/GzBTRVUh3XFsp6LQ2XpjjvujA1axMOaRXnqJSSV4+k8fkUdl8dY+uGEJ2tq0gxCIGqqCy/mianixx8fRafobB1Y3Th82t3JLBtl1ePpMjlbe68pRZFEdTX+ti3p5pErPK5PHIixdBIgbv31S1oXfn9KlUJgwOvzTLZY15ULmIefr9KMKgxOJwjFFRXZMRiEZ133ttIbbUPy3J54tkJYjGdPdetvOfOscHW3Oa/Ja5EZusG4KyU8jyAEOKfgXcBS4OtdwH/Ze7f3wC+KoQQ8t9R+KK2tpYHH3yQDRs28Pa3v50nn3mGcDGHLJSQjotRFac4PIYRj+KksyRfPUrmxBmMuhpQVTJHThJsacSIRSleGCI/PIFjlnAsm4A/AIko5sQUeixCdNdWks8f9DIrwSAyV0BrrsceGFsckKGvKCJLd65rQhVeECZYUIVXYM5jaOUhUwMV0rKqAL8PWSyhxcO4yRROKkvLh++nOD3N+a/8P7hSIsJh3FKJ0uQkAOENG6h/5zuY+tGPsJIpQtt2Uhjoo3D+HHbWk55I7LuD2J6bGf/2NzHHxgi0d9Hy4C+hhiMIIUg++yS5M70ENm7CLVlUv/WnkbYFQsGankKrqib32n6yh17G19ZJ7f0fx5jjIhSOH8aaniByy92o4SjF08dw8jnURDVqwisn6nVNhG69l9KZk57wZS5D4cgB3HwWtaoGo2sLSmhldsjNZ7H6TqLWNILu95ZRvEtAq2uBZTZpbi7j8cMcB1nMI3wXv0GozT1e9lIIXCmxx/qR+SxaQ/tFvyelBMdFjdcgZ8aQjoPSsmH9gbfuQ4lVo8TqELpBleE9UKXr4KQmUYLRFYK65Tvq4mZTCL+NUyp42cV4PT9z2xbC4fC6szZCCB45OsWXnhxA9QX5wE2bUAOhFVmYT+5pRtolpNRX7OP8LUG6LiPj03z3VHJVMryqaXzkph58vsWMw6Xoe43O5nnowCAf2dtJXQVh0+8eGeV/P3mWoK8yad9xpadkXSErcClQFXj81DB/+GTvgor5B29sxdAvz9rHciRHBko8fXpoQQ/rI3ta8emsOBfrCdykhEN9nqjpg7dXLguG/IKfv6OFxirKOkillPzxE+f4m5c8L8TP3N616ryeV3W/lCyhWYKhSZeSJeloUPn4TW0EfSvXUTAlx85bdDSp1MYWw43lWcG2Rp3dlqChag2KxxzODVkMT9rsuSpQVsKybUky47Kt20dTncFsymJw3GZzp29dfK156Jpgc3eQmiqdsQmTE2fz3LgrSmiurCeEYO91cRQh6BsscKw3g6YpdLUHUZfxtoQAiYtcJoEwNFLAp6u0NHr3NyklyZRFJKITDKjEYzo+n7KQNDp1NsvwSJHN3REmpoqk0jY9naGF8xqPG5QstywbBtDdHubU2SyDI4U1g610xiKXd7hrXx0/fHKMk6czK4ItIWDLxijPvzKFbbk01PsXjstyuAgvofEmMuSvRLDVDAwu+X0IuHG1ZaSUthAiBVQDU1dg++vCXXfdxYkTJ/jzP/9zfud3fodcNkvAcnEsG9csYSQS5E73U0qmqLl9N9GdWxj8u29gTkyhRkLYmRzoOuGGOqxcwTOMFgJKJQozsxjRCELXsaZmEQH/3FmViIAfmc5hj8+UM9tLFoR8YM379ywZ7Hy2a0mB3QXvbC3PjmmC3OCQJ/kgPLsf5lOmjotE8ZTkJSja3EQ0S7iuC66LqqpIoSDnY3/XJT8wCP4AQlWQqoKbzXjLBueyHoqCk8mQfvkFFMNHaPtVaLH4wpCi191I5sDLWEND5E+fQIvfhOrzUzjbS/a1A/iaWohct8cbfqIavdqLctx8DrdYwC3kMc+eIrB1J/b0BLJYQA1GkGaR0tggen0LvqYOFH8QNZZAWiXUQBBjwxbk7AzZlx7H17EJo2tzeSbKtnFSM9gTI+gdm9B33ICby+DqBkpgZQeL0H1orT2odS044wPYY4MYO3bPZXxWYikZX2vfhLn/hx7xflmwJUtFcGwvm4V3w1RbPcV3d2YMVAd3ath7E61prritpVATK8su0rFxRs7iFrLQ0IV6kWBLqCpabSsoKk5q0hsbKx/GUkovGCoVPFsedeXt4wM3bUJdItnw4L4K3Z5mEdcy0fzBFXc/M5sCwBeO8b3eNF9+/PxFyfCXKgthliwcRxLw63z36Bh/+PR5goHKZbiP7OnAp69eIkznbUzLpTZmrHiwXQo0VZSVBx1XUjA13n9NJ1Wh9T+YpZQULc9S5+nTQ2V6WG9EPkMIePbcIH/x/CmqIyvLgtmCRFWhIbYyyyeE4BfubCXshy21zWQKnjp8JVzOGEMBwVWdKsf6bWwXtravvg7HXUm5cF1ZRiZPZSVNtSoB//qOu98QRIIKy09/NKxy4/Ygh3vzKIqgUHQZnSjR2WxgrLOKmMrY9PYVuHprmGBAZWTcxLJd3LkXklTGxtAF8ai3wq62IPmiw8EjSWIRjbplGlTOnFi2sswcccfWGBu6IkQj3nqmZ0o8/vwkW3oiXLUlytaN5S+u85pXRdPluf3TIL2S33wWq6MlSEfLypPs96vceXMdft/Fj+3MbImXD81QKDi87a4Gbttbu0KXa2g0z2tHUuzbW0M4qOHYkl3b46uu09vnN7MX8f9lBHkhxKeBT4MnSHqlYRgGn/3sZ/nYxz7G5z7zGR7654eQUqLFYljZHInrrkK4gskfv0Swq4PuX/s0Z770F6QPHCXU04l0XNIHj2HOpgi2N1J7xx7Gvv8kTjKDUhVHCgUrm8OHAroGto3Mz3UbmqWVAypZKz+7GCq1U9gSwdzVK5fY/QgHN1sgsGMzpZOnQFWIbJ9rO1ZVKBTAcQlt24bmM5CZNK5lURwZIXvyJEJV0EJeIIOiAAJpLY7XKeS9LsxCHnOkvBPS19SCUduACPhIv/Asqu4juvsmjMYWfDPTlIb6KU2MgpTecnONAm7JRNo2gW3X4Gtuwy0WkBKcUglhlbDGh3BnZ9Cr6hCGDzc1S2F0CN+GrQSu9oI3W9EQQ304U2PQsdEry7kuMp9BhKOIeB0kJ1HrPRJtqfcwbjGPb9PVqLUNZf5ZSiiCsWmXN7ZsElnI4CZnyoIte2oErBJqQ3v5G7vuQ9t4HUpkZWDmjPV7mTJ/EKFqqM09C4GLWuuNyxnqXbcIn5PPIDMzqLXLypyqjlrTjBKOr7kOoXlzSI17gW+l7IOdnPAyUraNGqlCqyCxsfSBKV0H17ZQ5vwS52GEol7HZIWSrFBUmCujfmB3J6q2WLZbW0JibZglC9f1gq33Xt2M7bi8/9rKcgNrPfyDPgVDEysetEux3pLw0m25UhLyCSo5oTiuxHLAX4EInDNheEbSXCX4mZu9AOdKaXr97M2tRCqsz3El58c9baueVQTVq8M+PnN7NxMpiX9ZUsx1JY7rZXDyRcnglKS9Tly0i3E5oiFBZ4NK0Lf6dwI+wY1byzOpxZLk1VMl2upVWus1pJRcGLPRVUFj9foejQG/oLFGrWjdo2pegAeS9iaDhlqdwBqBxjzSWZtXjmTI5Rw2tAcIBqCp3kdjncfbMksuz74yS32NwQ07Y6SzNn5DYcfmCPU1BlUVeGEqeK4py54jkbBOZEnVNhrVqakyePXILNVVxkLGax4tjQFaGgMcOjLL0EiBd9zTuNIaZxVU4l4tx4HXZxgcznPv7fX4/Sp+/8p1a6ogm7N4/NkJ7r29fqE7cjVIuSgr8WbhSkiqDgNLr8CWuc8qLiOE0IAYHlG+DFLKv5BSXielvK62tvYKDK0yYrEYf/yV3+f7O+5B6DpaLIKTzpLrH8TXUItbskgfPIoeCuJvqkOLR9GiEbAcjNZGbMsi1z9EsKWFyMYeZLGEkyui+XzIXIHi5DQiFELaLjKTQ7JEwmEpLvWhUZtY6QRbE0cJLt7BdOlwjTnMPZnT7Js6Se1ov/cHV2Cl0gAokfA8QQyZy4Ki4JielIORSBDatBEcBzs1i5vJosTiOK6LWzQXtqOFw/haWnFtFyufK7NCmPjuIxQG+wjtuo6qu38K/waPXK2GQkSu30Ngy1Ukn3qMwumTaFVVi4dDVRH+AL6mFtRIFGt8hPxr+xG6Tuj6m9GbOkBRcE3PmwxFwRobJPP0D3Cy3r5p1XV87A//mtctdaFr0J4ep3D4RdzUDFowiFJVj5ucQlol9J5tKD4/1uBZivufwM2lKx56vbUH/+570erLHzZ230lKr7+AnMvILOyLoqI1tJV1F85DrW1BaehAlgrYY/04qZUJXqVpA0rTGppec8fcnRnDHTqDzC+OXagaWlM3alXjmjY84GU0peOAY+NMD+MU8yuWEYqK0H3oVfWogbU5NXYhSyk1hXSWqTkrCkqFrBiALxTBF/Z4I/MBSCKo4zoOhVyGfCb1hmw3wqEA0XAAIQQhXeFD1zYRD6yfsFw2Vl0l5K/MpQHIFBzGZm2cNUSLl0MRguqIQqhCdiWVlwzPSEoVPFT9OtTFIGAsHrvL1SIzLRie9rhYsPr6VEXQWQ/NVRVWsnRshqCtVinrhgQYmpIc6ff2p2hJ0jm5kOxfL4QQNNWoxCMX4VNKSa4oGRy3F4INRXjlz/lMkxCCazf72Llh7WM2OGZx6GSRMxdKnDxfqniOQwGV22+I0FBjoChiXYGWlJKzA0XOXChQLLrcuCtCYkkHohCCbM5BCMlVG8N0tQUoFB2eeWmGY71Z/D6V9uYgWoXStjPnBbfWbNRUQSZrI125IFtRCbomsCyXK82F6moLk83bzCZXT0bUVPvRNIXZZGl9+Soh3+zE1hUJtg4AG4QQnUIIA/gA8J1ly3wH+Pjcv98HPPnvydeqBOExxxGWg6KqCEMndegkTrGErzqOXhVj5tVj5E6dJ7pjE9Z0EiuVRjV0NEVDERpmIY/q82HU1WLNZpCW45Hjp1IYiTj4/SAFSAUUdYFdOpfNhcjaXWdlmM0u3v3mMZXEzi8GQduscVwheCK0gSNVHWw4+SohxQVFUBz0YmAnmQLDB7pOtvc0dqGIFouh+Hxo0SjBzk4vVe26GDXVOLNJVCHQaxeJh3pVNWgqSIfojqvLHjjW2AiyUMCoqyVy7Y0Y1UukG4TAzedxchkIhzEaFstk0nHAKi08nLXmdmSpgDU2jNHcjqJ5b59yrvFAq23ELeRwC9mF7BjARz76UT7+yU+Ry+W89RbzSMcFTUPv2ITR3I594TT26ACyWMC36yYUw4czNeqNYRUowchiADfajzM+iBIIeyKqxmLK3s0mcbPJVdcjAmGv49CyEEiosE2hKCAlTnoaaa/MikrbwhnuxUlPodY2o7T0IPyVxPzWByc5jj01gHRtj19XocVVi9Wgx+tQfMGF4+2YBazUFHJ5py2g+UPokaqK5cZLgV0qkUsnEQhUvXJH1nJIKTHNEvayjl9FCJS54DMQMIhFgl4n6yXClZJ0zsIsrT5fVAV0VVzRm3zYL6iJeJfecmiqIBFS3lBJcx6mDbM5GJj0fi52t44ExIIC/KUiEgRNuOQKLlURhat7FCLBK/tUdFzJodMWh05bnB12KJjezhi6YNdGg/qqxfnpN8RCF+JqyBddhictsnmHLZ0+rt/mf8Pm4vMYGi/x0qEUpuly501xGuvKS4FF0+WZ/bOcOJOnozVAVUzHslw29YRobb44+V7MqTSK1RuqAU/DanNPBFcKXj+RWnW55sYgkYjOkZMpSsulh94AWluCJKIGx3tTmObq11c0oiEEjE4U17FW5c3mx7/xYEtKaQO/CPwIOAk8JKU8LoT4b0KId84t9tdAtRDiLPB54Dfe6HbfKKT03uSdfJ7i4Bj+tmacZAZ7Jknkmu20fOw9jD38A/LnBnHzRQoDozglh9CGDqLXbiXY0czEN3+IOTKGFo0gXYlWFUWNhnHzeaRlA8qi3IPpQCjsKQfYcwypuWBg3aik7ySAOSNqVbo0OBnOaDU4ikYyGGPSH6MplwTX8ToJwXN/n5fTVVWElCi6XrZSBYHUdRzTRAsHkUjMJbZAAL6qGtA0CufO4C4pMYa278IVguyrB7xuHas8WDAam1EjEZzJcQpnTy1mpeJVhG+5C3t2mtLokKc6b9m46aS3f7EE/i07sCY9Erk0iyiBMGowgpPP4ZpFXLPIe9/7Xm688UZ+/dd/fW5vBDKfxTz5mhdIBCPonVuRioI9eA4cB6WuGbWxHeFbWwNGSombnMY+ewT8AfTN16EsIc87I+dxRvoWlp0XgnUyszgpL6ErNB2tfTPa9ptRq1ZpdTfzyPF+3JzXmCBtC2foNE5mdo7sqYFQUHxBtPqOhVLgWnAKWZz8skycL4QSiCJ0P1p9O2rg4i8CTiFLaWYUt2Tilope29QyCFVD8wcvueznOg7FfM7jFQKqpqL7fPiCQfyBVQg/yyClJF80MUsVyvdzUIRAu4xAC7xmlkLJxaqQYZpH0KdSE9NQFUHedBidsbAuMcu1HIYmiAUVBDA87TKZXvshN6/qfSmI+GFjk5dIdy7xOWrZEtNa3/ZiQYHtKozNenMkW5D0Dl38uF4qBF5w2lilcN1mHSkhW7j04GBw3GJsymZwzCaZcdm1yU8sohIJXbyEJqVkNm2va5/GJy0SMZ2dW8IE58pnUkrO9OcZGi2i64Ke9gDNc12NAyNFnnhxhuq4QW2V95lZcilWCFK8Upr0sjxroKnBh227ZHOrpxmrEgYNdT5Gx4sXXe5S4TcUejpDTM+aTEybFZfRVMGea6tIpiwGRwprrlPMiVa+mQT5K+LMKKX8gZRyo5SyW0r5P+Y++20p5Xfm/l2UUr5fStkjpbxhvnPxTcVcGc2oq0H4NLJHetnwW58BRWH22VcIb+mm4zMfpvvXfo7pFw+iBPxU334DqSOnyLx6jNDmbtp+9v0k7tiLOTqOY5WwUlmPgBgKE756G5RKHrN9zgMx0NrgsRQlSEvi6+70uOzrlbYtVphUQuDOXTwhWUIiyCmG9xA2fGQ0P2GrAFJg57ygzIjHUINBT1W3YKLoOnY6vRAUBDs6EJqGEYtTGp8k0NmNEDD92A9wzcXJX33PTxHcuInZp59g+vEfearyQPymfQS7unEtm6lHH2bq4X/CyWUXvudraqHqnffja+lg9kffYfrRf8Yc6vd2R4I52E9pbBjNH6Dqg58m8Z6PAR4HKPf8E2TnyoZ6fRPhm+7CaOtCGD6KRw9QPHYQgP/9v/4H33n0UR577DG0lk78V9+EVtsEioo7M+51JUbi+LZdjxIIeZka18GdnUTOaWlJq0TpzOs4M+WCtEIItO7tKDVNKKEoak1D2d+1ts1obV7p1B0fwO476gWH0yO4k4OL3KNgtCxIWwq3kMUxC145MRJf+FxKF6SLUHXU5h7UyBr1myVwkhM4qUlkZho3NV1WjlNDUdRotac5tg6umDuXgVQDYYzqxnUHeusap21hFQtIx8Es5CkW8vgCoVUlICpBURQi4SABf+W3fcd1yeZN7GWRxEITwBpQVUFNzLhomWUpBJ711pW81wtlZdJsOR8HIFOAc+OQM9cfwAjhBVqtNdBRd2kPqf4JOD3i8bHWgqII2mqhPuH9Xix5AdelBniV4LqSyaSL5cDOHoMNrTrhgODIOZuT/ZcWHLhS0j9iMzBm09Gkcf22AJF1Ni9kci4vvJajf2Qx8B+eKDE0vvJFYOfmIHfsiZfNK1fC+cEiA6MmubyDqgqq5rhPVTGdrtbAQhee40ieenGa5/bPrFi3EBJlHXNQSsmLr8wQCChs7lmdLuA4kkzGRtMUYpErd/27rmR0ooihq9RWVS7p2o7klcOzxKM6rY1ry0h4eHNTW2+uDfabiTn/QSdfAFeiR0P4m+uxMjlcxyst1uzbjeu6lGYyhDa2E2yuJ3viDLZp0fDuu+h48ENMfv9pJJJAUx3O5AzSsanavYPckVNep+H8zNYUzMnybEJpNu11Fzpe8CWtxRu9BKTjfbY45lX2Y450oEoXe/6UConqM7CFiq54v2dO9OI6DqrfT7C1BVyH4tgYWiSMa5bInzuPdBx89fUE2tsxx0ZxMil8LW0ITac4MoJj2wtZLH9TM9X3vh29qorMq/u58KX/QWlqAiebxqiq9eQcHAclHFxhmxPethOjto7Alh2URofJHnjRG7amoVXX4kxP4JZM/J09+JrmCNKWBZqKXt+00BmpRuMo/iDmidfQGlvRWzqRjo1/+Cx/9tu/wSd/5meY6juL3tCC0bnJ4wtFE2jtG1Aj8QWJCLW6Aa2xA/vCGY/HBiAlbjqJm15BL/SskGqboJD1smVLIPzBRR0t3YcwAl5nYXMPWtvmskyPdGycgZM4M+VZQ5mZgZkxhM+/YG0jNB2tdfMK7S5pFpDm2m930ioiLRO1qgmttuWSMk6OWcDOzi5khN1iDsUIoGhamfXOenGxgEYzfIRiCa9szPpfRpYHSpqqLpQMl8N1JWbJXlFmzORKJDPm+gIuRaz7GAZ8Cg0JrayrSkpJKueQLV56ZCGEoCmhUBNd3L+8KembkOSXBVV+A+JBMC79NCFWaZfPmzA4VVmXuS7m/VSyjKmEoWkY8pRnqE8IdnUpl0SQXwp3yXnLFiTHzttMzCwOUgjBlnaVDa0rqwQzaYeDJ00KFc6HIgTXbfWxc6MPn6FQHauszZbKOjx7MEsys7jNUEBhe4+fxprFbZ69UOTUuQLjU1aZAKiuKwSXcfVURXDr9TGuuyrC8JjJ0dM5MjmbM305SrbLzq3RhQ6/w8fTjE8VaW32e9ndwuI45Fw5Q6zhXOI4kuamAN3tIQ4fTzM1c7HssPeIM0tXroyoKIKahEHRdMjmVykjSomUUFPtY3isuEJEdeXyAOL/8wT5/09C4CKkV5pxSxZqJEhhdBItFET1+xj62rdInzhNcWAYPRJECQYpjk4iVA1/XTXStDn2K7+DOT2DEY8S2bEFbBe3aNH8wXdSHF9GejYMnOnyz9zJ2ZUDs+c6Cq1FxduFQGyVyFzO82eEgjYfkZVsHMtGlQ4lxwUhyB7vpf/P/oaRf3mE2ne+FRDMPPcCge4etKoEZ7/8ZUa//R20eJzG+96Pv7PTK+lc6MdoaMQFpr73KIN/8Sdke3txSyaJG3bT8R9/i8CGLdipJDM/+lfM8TGsbIbs8dcJ77mV2L57yLzygke4LxRwTRMtUUXomhsIbtqKm0lhZxbJ3dIsYPadwZocx8llMPvPIB0bxecnete7iL39/oXgTToOxXMnsEcHcZLTXnCiahhdW7jnvg/xjlv28Nlf+AzSsbFtm8e//U3cbBq9qaMsABRCoNU1o/VsRwS9tzlh+Dzvy8ws0nWxL5zCHji9+B3H8kpoUi5kwxb2oVTEGR9AiVahtW70/AB1H8JYXqYUS34WoVQ3obZsQGiLY3QzszhjF1bwo5zJQZzJQZZDWmYZB02taUGtbkJoetl61wNZKuDk0165UFHQolWoQY/ILh2nImdrNVjFPMXkJO4q/DghhMejFAJ/IEgwUtm8djmKxSLpdGah/Hgx6JpKPBrAt6zhRFWVFfwbKSXOlUi1VEAyL0nnr8y6NdUjxy/ncxmaoCEh0Ct0zF0u8iYks1Qks6sKjCchU1jfk62nSdDV6I1NCHHZ/KeJWYcDJ+0FTlY4KNjRo1G/TDOrKqoSCQjGZ2xKS15mLUdSMFfPqgV8ypp8rjnJvLKHuqoKOpp96Jrg8Kk8MymLG64K09Xq4/lDGaZmV8+ypTI2/cNFfIbnp9jTEeD23XEUBU6ezTE4Us5Xqq022LU1xsbOMIMjBX709ATTs16wpCgCF3kxEwwAXj2SpO9Cno1dEbraQoRXKZOOjudJZiw2dkcq+xFeBopFh9Pns1iWS32Nf0GOotIYEzGDjtaQx+taI4qS8Oa2IvITHGzNwzYtpOOgxSKMf+dx9KoY8d27sItFTv3WH1AYHCeyawvpV14n2zdA9W3XE+xsZuLHzzD2r8+CaeJvb6ZwbgA0j2g/8+oxyGS9V8n4nCJvLALFZRfVam03ctl/56H7Vr7l6yra3Nt7ThgIJEF37k2kZBOVFlnFAJ8fp1Bg+tmXmPjRk2jBMNFdO5BmiVz/AKENG5C2w+g3Hmb04W+gVVXT9Su/StOHPwqulw3z19VT7O/Dnplh+Gt/xeCffpXi+DhGbR3173k/7b/6GwS3bEOLxVF1HTUSYerhfyB7+CBuIY9bKpF+8RmSzzyGNT2Fv60LvbaB8I23Er5m9+Lul2zU6lrcXIbSwDnMc6dwc1lPR+jk6xROHF5YVqgqwR034L/2Jtx0Epn3slJabSNaLMGXvvonHDp1hn/4X/+Fsf7zfPiTn/J4WrAQINjTE5TOHAVVRauuL+ve09s2oXVuQyiKF7gsCSqUmib0jdcgLRP71Ku4ucXMpZvP4k4OIU2vdOtkkx7XahmEqqK2bUatalj2ueZlxObXl5nFySaRpfwKfpRa27IgGbFwDB0bZ7wfNzm+uE6hrKtEWAlqKI5R1eSNSwhUfwhFNzxfyeQEVoWOSgC7mMde1tkohGdEvd7E2mqB1lI+HICqquj66t2BK/ZJUcqzjFLi0xUiwXISfrHkMJU2KVlXxl5rYXt4pOUrxSMxNEFzlYKmwETKJXcZGbPlKNleSXA2W/55dQQ2tUCgQpVWVbzOyNW0Xi1HkswtZiEjAUE48MYPgqZ6khHzx1MRgkRE0DvocHao/F6bzkuOnLOZTC2e0/qExk07fISDlQfuca8czNLqD+14ROX2G8IkoiuDj5IlGZ+ySGVdAn6FlgaDPbvCVMe1ub+7jEyUyrI0/cNFjvbmKJreudQ1L+h64WCK5kYf2zaUl/namgPs3BpFUQTRiE5Lo3/BXFrM0bXWugXU1/mYTpY4cSbDNTvi+JfJOlhzZPiJKYuahI9EVGdyej0k9bUxNVPi4OEZ2ltC7NhWWc9QSkkub3PkRIpoTOeufXUVuy+X483ka8FPcLAlUZAKaD6fxxlEgKZijk2i+Hw03fdWwpu6yLx2AnN8GldKCucHMS+MYdTXYk0kCTTUglBIHT6BXSggomEkkqnHn/deLx130d9ibHLl0Q6vt9Y8h5LllRyXpkwth+Kgp3PlCIUxNcJGewpVukQz09TmZhgOVqGHQyihENb0DG4mx+zTz9H8kQ+iBHzIXA63ZBFo8zzsxr71CFNPPomiaVTdfDONH/wQSsBP9uhRghu30PzpzxDesIlc7ykG/uCL5E73oug6RkMT0WuuI9SzkYaPfpLEHW8h9/ohZp/4IbHb7sGorcff2YM9M83Uow9hp1MohkHip36a0PZd3nlxHdxSATWWoDRwHokgdP0tiHCU4pnjFI4cwJmeLCvz6E3t+Fq7CF53C1pjG9IqYQ1fQJZMwjV1/N2f/BG/+nt/ROn8SbJFk2JTN05qmuKBp7Gnx5HFnCf5UCHTstBtCOhd29A6PAsgWTIpvfYszvA5L4DRDDznqrnvxarQenYhQjEvyzXajzvaf8myBVJKj781NYRwHdSWjSv4UcIXRPiCOOkpnJGzXjenoiKitYhVBFjXglPIYk0MLHRCCkWpyMsSQnicN8Nfcd+cfMbzbVwCzefHH6teV/nRdZ0VWcN5FHNZctn0wnYNwyAYvHRC/jxsxyWZKVJc1vGrawoBn3ZZXYuVMF/uVISgPq5RE3ljWQEpZRnx3pGQLULxEmX8KkEwVypadkjnOV2VEPAJNjav3qE4nZb0DklyFZ7PYzMu48nLCxKrogo7e7QVJUgpV0oUxkKCazZ6Lwv9o/bCHFpe+nSlXAh+8kXJgeNF+kbWf2A9O5+5oDKkctsNEdobvayyoSs01RkLGceJaYuXXsswnVycf5s6g2zuCpRJS2iaIBbVuDBU5HTfSomW+W3GozrX70osZp0EuIKKGZ4Dh2d4/hWPx9nREuL6nfGKhtHTsyW+//gYI2MFrtoS5a5b6zh3IcfZvvU1exWKDheGcquW/Rrq/dyzrx6/X+H14ymmZ0pksjaj48Uynb0911VRV2MwO2uy/9Aso+ProFHwxjT63ih+YoMtoQiEUJGKRA0FcApFGt91J0IojP7zd5l59gAbf/uz1Nx7M6WxaQJtjYQ6WpGuw8R3niBz6gyb/stnCWzsRBYthO14LUrZAv62JhS/F8RRML2jrCgrOVeX+qI8Xx9Ytp6lD7njej2KlNxZPMuOmT5OxlrJGSEa3vUWzOQsxcERZMBH5vRpUq8dI9jWhq+lCTXgJ3/mDOGrtuNaNtP/+kPMKS9boYYjBDduRg0FsfM5pv/1+0SuvY7Qps3YqTSpV17GLZbfOY2GRrRgCBny7IDcObkGNVGFUyiCbS9kaMouAAk4LvbYCFqiFjWWQI3GwSxg9p9BROOo4SjYK294Yk4WwEknMc8cozA1zoMPPkiwvolPvven+fn//kW6u7vpGx7BunAae2oUVBW1phGtuQsugeQtAWd2ktJALwD6hp0L5UdvnxTw+XGzKewzh1FiNWhtmy75Ype5FM7gKZRYLWpd20UDFOk4uLkU0i552adoFcply0EI3FIBt7T2TUzVdNzsLLLCskasGmMVf8i1IF2XQmoWM5ep+HdV19H0leVQKSWWZa1aplwNqqIQDOgYy+pwmqoQDeqrSip43X5uGV9oNbhSMpGySc1xUXz6Gy/vZefEQItzGRddFbTVCKrCl79e2/GyWYriiZXGL19VZAGpnEvvkEskABubBcFlz3IpJRNJmFpdbeCiSOfliqyTIgQ7ujU2LuNoKYqgOqYwm5YMTzqVmmkBODdk89LRIiVLEvAJtvcYtNavX8rkxLkiLx7OLQRLPkNBUTxR0olpq6yJoL5a56ZrIguZLvCC2t7zBU6eWwyqVFXQ2uAnEdMriqkeP53hx89OrpBjcF0QrlwQ+JyHaTq8/OosZ89lkdIjn2/btFI53nYkp85kQEDAr6LrClUJg9tvquXqq+IV9382VeKpFyZJprz79eBIgRdemWE2WZkHpqmCmmofLU1B7rylDt1Q2H9omuf3T1FYwj8L+DXeckcDG7rCTEwVSaYspmZMXn19dlX+2JtcRfzJDbYk3lszlovUNZyiiVFbgyu80qIa8d6QQ11t2IU8TjaPv62B8M4tOPki5tgkwZ4OqvZeA9LBLpWQhg6WRX5oxHtwuxKKRS84qkQEqKCfdFHMkfqXnzW5RIneEiqHfM08FtjIMw1XMRqtASGYfOwZjHAYJRadk3kQpE+cQDoutffchTkyhuO6pI8cI3zVVWjxGG7Be3he+JOvkn71EG2//HnUQAArlWT68R+TP9NL9U+9HSOeWNC+mkdpYpzRf/gb9EiUyLW7FwxxcyeOUBrsI7jzOrR4osI+uohAEL2pFaeYJ//6QexsGiUQwte+AXt2huLguRWk9KVQEzUErt5DoL6ZHTt2cO/dd9N36gRDo2Ooqsq5c+fQmrvwX3MrWrwGe3KY4pGXcDPJdZ0GKV0oZDF23YrqC+JMrORLATgDp3GHzyFitaixqpXm0+uA8AVBqMjkpKf8v2Is0guwLBN1TpFeliq3S18KFF8ARdVw8ysbAFaMUdVRAxGEquPk0zhmfsnftMvX2RIC3edH1QysQt67XpfA8PnxB1ZmsqTrUshlMc1LOw6KIgj6jUvOYNmOZCZtkje9a+BiQZfAC4aW24+8Efh0QSRQztXS1PWT9yshZ8LgNKRWVq0vG5btiaWqiiARFgv3hHkIIdjS5mXFLhUlW3Ksz+b0kEOuAlesZHtk+el0+Rza3K5z3WZjVZ5YOCCIhxXP1FsRNNXqhAJrz4/xaYsDR/MIAQG/siIzODxe4sXXsvSPLBLydV2hodYomxs+Q+HGXRG29CxGu+mMzZMvzZKIaWzuXhkFpzMWp87lyOWWa8wx1/FQfnxUTWH3NQluu6UG15U8/uwErx1bGfGWSi5TsyU620Ik4gazqRKHjs4SCKgrSo3zsCxJKm1hzXXkt7cEuePmWqoTF+eMnjyd4Wx/lkNHZpiZLXHTDdUEl6nEa5pCoejQ3RFmQ1eY6ZkSF4byFbW5bBdcZ32dxv9W+IkNtpAuigQ1HEI4LqXZFGMP/whFukS3byC8sYux7zzByDf+lVBnK6WpJKnXTuLmCwQ3d6EEQhz/pf9K8sXX0KoSyJKFL+CHWIRS/6iXyQnP3QHnhQ3fqNigriA04fkfLoESXeW1UwC6hgBcx8LOFRGqSmliCi0UxohHKU1Mkj3Xj9BU9FgMe2qK0ugYwa4efA0ej0gWTKypSZxkCqGqRLbvAAWsTBYnl8XX0ooaLucOCE3HmpnBTmcIbtqC4vcjXZfS5DiO7ZQJnZafFgd7agKhGQQ2bkdIiXn2FOB1HgrASSYvGlAIRfGCG1XlM5/5DK899Hc0BH0MT0xy5MgR9u/fj1Zdj97Y5nU42jbCdSuKh1YcYy6D2XsYNzWNtnEnamPHymUsE2d8CAmozV1e0HQJcHMp7L6jnj5adaMnWFrp4WmXcMf6cJOTSF8IpaalLMN2uRCKglbTgvAHsYZ6K/LNFpZVNbRoteetmE2uqsJ/yWMQAiMYRlEVSrkUzkU0s5aPPRgK45uTfXAch0Iud8mZrvVCUwXhoIZfV7Fsl6mUSdGszMcUQlAV0QhXsCBZC7liZR6WoQlqo8oVDeAifmithrFZmLwyp5OamML2DkG2KDk97FYsJena5WX6dBV6mhVKNhw5b69Yt+NAOu9SXHbb0LXKIqb5osvJPot4ROGqHt8lH9tiSTI5a5PJu2zp8q8oTzbVGezaEuTE2QKvncyRya0+N2urjDItr4BPQVNhfLLEbGrli1AsamDbLvli+TrdufL18j3RVMH1V1fR0eKZSft9CqfPZ5lNlV9vwYDKPfvq2L7J4yGfOJXh0X8dvajOVV2Nj7ff00httXct+gyFhrqVx2MpLMvl5UMznOvPcc32BLfdVFdmXF0sOhw6Mksma9N3Ic/ps1ksW7KhK8xbbq+vSKp3bLdi5+y/J35ygy2hIBUFt1DATqVJXLeDfP8Q0naoufNmnFyesW//GD0eQwiwZpMowQDhnjbCHc1okSDmxCxOoYhbNHFNC6np+GvmdI9sB/JFhKqj19V6gqRLiQOqUtkvseJYAV0gVvFSDDTUrbqPFC3w+XClJHvsFG7Jwsnm0EIhOh/4OSLX7GD8u9+nODKGUVuHa1s4joPR2LBAFI/t2Y2/s5uZ558l+fzzZE+fJHv0KJEdOwh2dnkl0yWQrkuh76xH/o5EwfVU361kksLxYxi19QTmLHyWQ/H5MZpaKU2MknzmR+itnRgt7ThmkULvMUQ4ihaJrXCurwTp2EjbJoLkt+57Jwd//K/s3r2bkZERr8MsOY3VdxJ7+AL6lqtXSCqsBhGMoNU04QydQVqlCh2Gi9wz1Mot4msPnjnyt0StakBt6gIEzlg/zuwi6R3NQG3sQonXISyvA9KdHr0ib3BC96EYQbCtBUX8i61XKAp6VSNarGZhWTubKst0XQ4UzcAfq/b4lYBtlTBzmVW5XEIINF1f0OVyXRfLKq2rS/FyIIQg5NfRVI9wr6vKFeN3zcOyJSOzDjPZf5t9WA5FgVjQI8KH19b5XYHVpokiBLbjEe8rLZMtSI70ueSKlzZ/hRDUxVV6mhS6GlcGnrYj0VVPsX49SGZcegdK5C6zU7S90WDnZj/JtLNAbgcYmypx/GwBQxe0NxlcvSVI0XR56XD2ovIF6azN+JT3vPD7Ve7YW4XtwEuHkiv0zOpqfHR3hDhwJMXg6GIgJFbT8VgCVfVkF3rPZhgaXRlEBfzqQhawutqguTFAVezimetLDVRP9KYIBlWu35mgptq3wlD7xOk0j3x/mNPn0mzbFOGOW2oJ+FUvM72KR6JVcjFL7ptaSvx/lRH1vytcB+GCa7tI6aL4DLR4GGnZSCRCU9HiYUrpLOZ0EnwaKIJgSxMjw4/hZHIEWptQoyGKw2OIUJBIeyO5E+eRhaL3KqVpSEPDmp5d2Xm4vKy49N6sCI/lKgAXxMXe9BQFd7WL1NARjo1QFZxUBqEIjKoqnKJJ5OodhDdvxKiuQuZy2Pk88euuZfbZZ9HDYerf+lPeYTJNrIkJXLOAm00T3LQJWTKxZ2dRYwkS+24vCyZKUxNMPPzPhHdcjb+5BadYRG9sJvnsExQHLiB8PsK7rkWZl25YYtSbObSf0mA/sdvuxc1lKZ49idHchhaJkXnhCWTJxKhv9MybgxcnkVgTI5TOnkCta8bNZwjtuYPqrdfwwgsveIc/n6V4/FXUaAKlqhY1VoPQ18fZEoqnJildicxlkJHEyoBLCoTjVCTdrwdKOIYS3gmAm00h01OI2lZkMVf2ZiqEgDkJBtcWSH8IZschWg1vwL5nYRyGD61lkyf4als4U0MoodiqYqplJHrp4ubTKIYfLjGzV7ZO4dn0zMO1LexSEd0fQKwjqNE0jXA0hqIoOI5DsVjE7/ejrqE3tF44riSbL+H3qfh0jUTk8vwILwbTkugKVIWv/PtxMidJ5qCluvzBqChQH7/09U1nYDIFXQ2VSfQNCYX6eGWDbsf1COnLeUXrRSyssLwlREpJoegZeK93vdm8w8SMQ67oUjkHvzaaanWq4xp+Y/GcTScdxqYsNrT7MHSF5npPt6tguswkLXIFl45m34pjc+pcnolpi3tuSWDoCo11PjZ02rx2PE06axOPLl53tVUGd99Sw7P7Z8qCC4FYl65nY0OA63clOH02i89Q2dhVOVNuWy7RiMa5C3muCur4jDc+N11XcmG4gGW6NK8iVtraHGDv9dWcPpclW3DYt3ttH2VXekLGbyZ+YjNbXtbGRfFpCKGQHxojum0DSjDA7HOvMP79pwhv6QGzhF4VRVE1zMExRChA3Vv34VolcmPjlMYnPTNrv4E5lcRKp2GeHB/0eYa78xmppUdbACEDoQvQFy8soXqtywsB1tLnga/Cnct1UY3KN3d9TnRRQaIoAkVIVMPjJ2h+H04uhzk8ijB0FFWlODaKommemORckODk82R6e0FK9JoaQhs3IwE9HsfJpJn61++XGQ27hSJ2Oo05PobiD3hG08UCwh/EzaZJ3HEv0d23AJA9cojJh/4P1ownGmoOnKc0MYri8xG6bi/xe38aISWoKnZqhuLZkwifn/CN+xYe6k4u49n3SElpsI/C0VeRjoMw/CjhGDKfQU3UoLd2L9zApONQ6n0dJRxFb+/BTc1gj16oeAzdfBbXLGBd6MVJL5bStMZ29J6rcMYHcZLlsgfSdbDPHwVNQ1kmyXApkLaFPXIeNz2DzGcQSNS2LSj17ZWXH7+A4ljeNvWL+6Rd2kBcnJlRZKmAUHVYg4MlXRc7O4trW+jVjevOGK57OFKiz3HK1gOxxA/RdV1s276i3A0pJSXbvSRuk+1IUjm7ouJ7JYT8guZqraI5NXjWQTPZ9ZH0/60x3w90sbCmUqAlpWRoCiIBrogUxDymUh4xf3O7SmydwWpVTKOpVmUm7TI7J1C6HkX8pRBClAVaAJs7/dxybRhDX/y8JqHT2uDjdH+R7zwxy4mzBS/zvmR7WzeE2H11tOx71XED1xH0D67MQIWCGm+5rZa2piXyMXMyI2vFm9UJg2uvinFhOF9GSl+O7s4wibjBqbNZMpkr0PqKx4trqPOTN22SqcqVn9pqP7fsrmZqtsT4+PokJ1RVwdBWcuf+PfGTG2zhTTpZtECCHgrgliyMmgT5/mHSJ87ipLN0/PInCLY04aZz6I21VN24C0XTcbIFhFkicdM1hLb3YI1P46Ry1Nx5E1gWKJC4bjtuMrXYJ62A0IX3oy0q+Qrmgqxl6VahCsTS2vY8D2RpABYOEmxvrLiPwc3dnoWOUHAAx3ERmzfwbE2Umjv2UZyYJHX4dVAUQj3dZF4/gpQuVbff5t0tgdLMDKWxMQB8NTVokbCXFQwEcIvFufEtjtHf2kZo106Szz+NnU7hb2lFjUTwNTRi1Dfg7+ha8GE0RwYpjY1QOH0C13Hwt/fgb+0CRUUNhrCmJ0g/9QNyh14meNU1RPbeQXDLrrIMVKn/LMXjh5BzHn1uIUep7zT29Dj+zTvwb70Go6UL89gB3Gwat5DDmZ1EGH60qlrUaALf1mvQ2zasOH7SLFI6cRD7whmc6bEyAr3wB71yYsemMo0se/QC1vkTCN2P2rUNtWrtt67VIAsZnPNHcIs51M7tnijqMm2oMgRCiEgCtaoRWciU6X69EQjdQKoa0iqh1bYsiJmuCtfByaXmgjOtTLdsNaw3+JFS4pRKuGuQ9udhWSVK5mLbuK7rRCIRtEo+o+vcftG0ymx+NFWhOurHfwkS7SXbJWc6aytfz0GIi3OZCiWPzH4piVQpJdMZiaJAR92VI+0nItCYkAxMSkqX6HHoMySKWP98WA9CfoX6KkHQt3IemiXJ4PhK38KauMod1wZIZWFk0iFfdHn+9SIjk2/MA1BVRVnAtBQ7N4fYtcUTET15Ls9TLyUXOgrDQZWaRHnmXSKxHZfxaavi8Vp+n5j/ba1ZmkxbvPTqLM31AVqaVpcnSqUt+gfzdLQFqF7FVudyMJu0kLCqmCrA8/tniIY0tm6KXdSseh6q4gVcb2a09RMbbEkpPYE3Q0NoGsWRMVzTwkplCDTU0PqRd6PHoox8/bu4toMSCuDkC5z6rd9D2ja+5nqMmgTJ5w+RuO4qcF1Kk1N0f/6TGI11oAhSp86DIkET+Noayl/1EpXlCy6K+e8vm1uzB15fuaxPp+aOW/C8GgMI6YDr0vnJj/Bnr73CMyeOEWhrRboubiGPr6kRV7pIINTVuXChGrW1aPEYvoZGXNtm9tlnQEpK42No0Rg1b3nbCvsHPRKnNDaKY5rUvPXd6FXVaPEESiRG8ULfwo0hcftbCHRtIP3cU9iT46ixuGcLM2c87e/aiBKJkXnpaaQLoV03oMbi5bvZtZHAzhs9rlfnJozOjdizk5TOnyJ/8DmvS6+6Hq22Eamo5F96nMLBZzF6tqK3dgN4pUR/hZuKYaC19KA1deDbdiNao5dRcs0ipbNHsc8dQ6ZTiKUPbscG6XjeiYEw1slXkcXL4yyJYNQTPK1tXujoczOzOBdOIK2Vb31qVSNqdZPXoTgzhlwiaCotc82uwlXHoRkoqoYsZtf1EBSajlHdjBosL+h4puRmmRApgJVLUUpOrvi84rqFIBCN4wuvTz/MKpUwC8UygtBqFj7rgSsl2UKJgll+LJWLWPfMS0MsPXYBQ6E2ZmC8QdkHx/UCmnhI0FJ9aeRyKSGZ87wTrzQsxwsAL0V4XwhBwBDMZAR5E2Yy7grroctB0C/Y2LJSfwsgmXU4PWiTyXvbSWXdBQX6YEDh+q0GG9t0FEUQ8CnoGuQKLi8dKTCTunLmy+DpcO27IUp7k4/+YZOh8dJFY4PJKU8AtbZKXxcvdJ6ytVZ87zgSTRV0tgfpPZtZ9YWgpsrAbygMDOaviJflPHZujRHya+w/tLqMw5aNUa6/uoojJ1IVOyeXQ9cFuv7mBVrwExxsIZQ53zUXRVeRUpI+3osslQhv20j8+qswkymmn34FoUDs6q24M7MkXz+FUVtF3T17wWeQ6x8ge/IcWkM1wlA5/vn/jhYPITQFOT2DiAYRSEpT0+UaSbNpWCdHaAGV5rxte6Wdsn0DFIGiKYBE1dS5h40kVlXN3/7t3/JzP/dzzCaTiCV/U8RcO/ZSg+JAAC0UnrOWElgzM551T8nCdSrfbIyWVrRoFCs5Q7HvLAB6VTVuPkPy8R/gzOkmKT4f0ZtuI/GWd6IlqimcOII9NrLgTaj4A2iJGpRgGPP8aVzTXBFkKIEQWmKuTGUWKR4/hAjHUKpqkUKAqiEtE6NjI/ZwP/bEMFpdc5kBtHRs3PwyiWw8rSytoQUlHJ3zKJwrRU0MYR152RMubelaWN7NpVFrGtF7dnrLKt6xtS6cQhZWrn8tCFVDa9uMGlkikSFdT/l+WdDjZmZxRs8jHdvjODV2odR1zH3FxRk9jzs17P2+THl9PVCrm73uxHW+GQpNX5HRknaJ0swYTrH8WAihXLTuJKXEKhaw5zpQhaKsK1sGzNn9RNa9/FLYtrPCpkdVFGJhP0H/+q/dki2ZTJUolso9+vQ3KM8AHt9qZMbFcTxJiUuBoggaE14n33rLmetFVViwpRUCFQKcmYzLiQG3zCpn6fda60BTJOdGYXh69XGVbLkiI3WpqImrXLfZIB4RWLbk8OkSpweWeZ0K8BuC67f6qE1oOK6nBu+4MDxhceK8ecklxrXQ1uijo8XP8wdSpLOV77Mbu0K0NgXoHyrSey6HvcaxcOc1ttYYanXCYO/1VZw6k2V8srjqvkkJjfV+sjmX6Yv4J14qIhGNRFxnerZEJlv5BbG9JcDEVJFUxqSpfm3KhHqF5VYuBz+xwZaULkIVOPkirmURv+4q8v2DKD6d/MAQmRNnSL1yGF9DFa5lkjp8lODmLpo/9A4yJ3qZ+OHTFAcGUaMhfPXVSNvCX1+DnUxROHsBHBejrXHRqVVRVwrWXOqNVoCxpbPsI6Otnvq33bb4oNKEV65UPM4PQuDOu4XO/dxxxx3cd999PPjAA7glE6Go6IkETiYLmoYa8ojVTqFA9uRJ3EIB1ecD28Yt5FENH2oggK+2FjuTYfrHP8KcKzUCyFwONRBEDYTJnT6FM6fXpQQjKIHgwsXuFgsUzvUiDB2h67jFAko4gt7Y4nWyzU7j5DKEr9uDXtfI7He/Tu7VF1c/PP4A/u3XoiVqEKUSij+I1X+G4uuvYI0NoURj+HfsxnfVDWXfM4+/Sv7Z7+OuIp65HEptE8ZVN6I2d+GkZ72sketgnz+BNXhm4QGqRqvQOjZ73Xx2CbvvOPZo37q2seq2o9WoHdsRhs+Tl5gcQtolbwxmYSEIE7pvwftRKAoiXoeY4065mRmc4TMVs2OrQajqJetl2fk0VnJyoWtQaDpaJIG6jCyvBSP4YjWrWwlJiVXI4KzDbHs5FEW5LCK8lJJ0rkCuUCz7zHZcNFVBvYTgTVMFkYCGvty08Aog7BckQmKFH+J6UbBgYBJS6xMAvySsJgLrSq8RuxK/LOATNCQUfIbCphZBa035OixbMpX2SPTH+11OXHhjKRVVEcTCCspcmXZLp0ZXs4brSrJ5l/3HTAbGyoOdaEjhlqsD1CY0khmHyVkHx50jd4+WLirjsF5s3xiirdFgctZelQuoqoJbro9TFVP57uMTTExfXFfOo3y4XJxN52W2XjmcpFRyuOmGmlXLnhNTJn0DeTZ0Bq9oGXFq2mRotEhXe2hVPa7pmRJ9A3m6OyJUxdfetlDEmjZF/9b4iQ22EAoooAV9uK6DWyhSfesNqJEA1vgU6SO9BLtaid+4C8eWSKGgRcM4ybTXsajpyFwRX1sj5mwSadlo8QiWWfKIE6pCaWrGU0oHKrp/rsPPqXzMYJ3uQ6ggVFA0gd03RPq1YyiqQNGER04VAiHBFQKB62W2hABFIHTvrvw//+f/5Ohrr/GjkREvwDIMrFwOxTAw5vS1zIkJki++gFssIqVLrv88wudDjcXwNTQQ2X4V1tQkqReeIXt0sZTpFAso4TDCdXDzOa+TzSp5Gl3X7UYNe8rEhfNnST/7OMXzZ0AIglu2z2WpJE4qSe61l9HqG1FCIS9TFwih1TevOCzW2BDWxIhHhDZ8mKdeR2tsRfj8lIbOYXRuwh7pBynxb71mgTO2OGAbYRhgLJOwsC3cbAprYtj7/hwUfxB9ww6E42BfOIWTnkUoKkpjB+QzOFOji8uGouhbrkMJxy/tXC+DdCzs/hM4yYlFon+piExOIs08UtNRGjsrWuoAqNFqlKB33IVmIHyBBV7eRbfrOrhm4fI4NI7taZfNfVUIBS0YxbVKmNOj6+ZdCUXBH63CCEUuupxVMimZV8ajTQhBKOAjuETWxCzZJDOFMr7WeqAqgkhQW/XNOlNwyBUv7wHt0wWx0CKPL11wvUzXeon3Pgj6PdHH1XClOfc+TVC0Ib1GdT0aFCtKf6k8HO93SOehISGoT1zZbEVdQkNKeOF10+sMbNKojZdHsrYjmU55OmFbOn3s3RlA1wQFU9LbX2Jo4o2XF11XMjBs4jM83avVYFkuuYJDQ51vTTNo15UoKGsGHY4rcR1JS1OAC0P5FUr086ir8RGPaQwMFy45U34xNNb70VSYnjFXzfxGIjo7tsfRNXjiuck1eVtenuHNzWz9REs/IARSSBRNxbUcwj0duIUirqFjNNVRFQkx+H8ewZ6cwt9Qg1uySB0+juI3CDR4QYE5OEppeByjtgZM0wtuqmM4qTSiaCLiEdx0Fqwlbx1eIyQUCl7gdCkZLnVZ0V1RKncgSZfckRMIoVDKZlENHaGqTD31nMfXT8T5iy99mXd/+EPsDIZoHBpECwZw8jD1o8cI93QT2rSJ2re9HQSUxkfRYnH0cAhzbBRrYpzpx39E0yc+Re177yfQuVhOM2pq0OJx8qNDXglO03CLRRRNQ6uqxhobQauqpnD6BNIuEb52j1f6isRQo3FKY8No0QT+7i2YIxconesl9vb3E9x+DSBxcxmUJQ/e0oVzoCg4qVncfA6jcxN6bT2lvtMgFLSaepzpMS/zg2c8LS0TvaEVAN9VN4KUK6QfnMkR7KHz4At4ldnqBuz+k6jVDag1jYhIDGPTNYi5IEaNVSFnwgtBjJOeASlRY15GSevctubplYUcbmYGpbppGRdOzJXClnSuBqOo7Vu8G93YaWSisUxiQUoJ0l1h8aMEIxC8eOAyDzeXwk1Noda2etlg3bfuDJcaTqCG4yszVssV32VlGYCyMa9jm6W5lwJFUUGAdgn2S5XgM8q/r2sqAZ9+SVmttVCyXbIFB1VVCF2GntVyOA6UVlaZV4VfF2xokJXMCQAvMd8/AdEA1MXf+PgAVFVSLMFM5tLXGQ/BVZ0qsRDIoGBgwiWVc4mFrsw5GZm0GZywMQzw+xTqq1eudzrp8OpJk+u2+alLqCgKFE2XgE9w41UBAhcJjtaLobESY1MWW3oCFw22BkcK9A8VeMdd9WXyDxUhJQ5yTb05XRO0NgWYmDYZHiuyZUOkLLslpSSdsYmENTpaQxw5kSKbc0jEVw/2ikUH5SLNAUvhuBANG8RjBrm8zfikSVtzoMxs2rFdhofzRKM63R1+9Ln1FooOft/KJiKB11DwZoZbP7HBllBUBAKBgur3Y45PUn3bDYDAzRdRVZXINdsYeei7SNcl2NKAa5nkJ2YJNNXiS8TRImFSh46ihKJoVVHyZ8+h+v3odTUUUxmkqnjt/47raWfpS+rlCnP2O+s4/R71CjE/2Zam5wUotoWYm2zSdb1AznWYevYllFgEYZro1XFq7rmNsUe/B9JB1VQS8Rgfv/kWvnzyJH+TSvPK+Bgns1l+fv/LJJ97hvr3vhctGESLxcB1iF57PaXJcaZ+9EP0+gZKE1OkXnkRCkUC7R0AZI4doTQ+5gVfxQLRa68n9fzTnkZWexdm/znyuRzhq68nuHkbSjiC8Plw0imkVUJPVGH2HkO2dRHYtB0nn4H2LhTDR+HwfkQojD0ySPDaPahRj8sU2HkDCEGp3yvhGW1dYJUQ8SrUUgE0HSUUwR4dRG/qwBkbwC3k0Wq9gEaWiljnjqN3bl4wnQZQErVoqooSq13sCrUtjzOFl6lxcimYHkVt34TQDfSNu5DSxc2lcUb7EK5EiVatO6B2MrPImTGUWA2oi7wyoWqobZvLlhVCgOH3ArqmbjC85aVtIc08rlmAfAq1oWvVjNdaUAIRrwQuwJ4eQY1UoUbWKf4qyjtV56H6AqhznDnpupipaVTDhx5ao8txDQTCEZCSfD6HdF3C0dgVNZ5VVYVQwMCyXZJZk0jQQL/U7PQSmJZkMu0QDSiELkNRvhLiIUE8tPgC57iSVF4S9otVyfgXI9UL4d2mhmbAb0D08uXSFhAwBFvbJIElU7Jgyjm1nIufL00VVEUWv3NmyCFbLdjRdWWCrXTOJZ2V7LvGj7EKoboqpnL1ZoOqqLfNTM5l/7E8G9qMBZPpN4LxqRKvHs/S1eanq9WP48qKJVnLdhkcKZKI6GsKi85DWSXcGB0vUDBdutpCOK4XxEWjGrfcWI1vmRXPxJTJE89Nsvu6KrZvjlJX46uo2j4P15U8+fwkoaDGzTdWMzZZpDpu4F9lzgf8KvfcXkfQrzI4UuClg9Psvb6ajd2LL4i6rtDY4KelMUBttQ9FEUzPlnj6xUmu25mgvaV8onpl3nUdon8z/OQGW9JFKBLFbyCExEol6f/Tf8Au5Gl4y71U33oDF/78H7EzWRAuxYEhRDiIk06jbd9ApKeT1NFepG0jnRJOsQBFC6U6QWRrD+a5Pi/oSSa9cuE8EX2+N1tKCAUgO8dDuchEuKhwo4Rs/9DisopXHkUFhAuKi1odxxwagoJJ0/veRWlymlI2TbH/Au/O5nm8WOCfTx6nyZW8PDzMb+7di1AVtECQie8+ijU7Q2TrNop95yllUrj5LIk770EzDCLbd+FkUqjBEJnXXmXmycdwZqcJX7+Hll/6NUpDF7BmpnFzWfSaOpRQmOBVV6NX16IYBsHN20m/8jz2zBQyl0EYPqI33YESCmNNjmGe7yWw81rPpieXQa+uR2/rRAksCnYq/gDSdRdNq6WkeOIQzuwkKMLT2mpsR4nXYA31IW0LY+s1XqAlvatQWqUVV6PiD6L4g9ijF5CFLGrHZtS2jSiBJSJ/JRO3ZKJKFuIKmU1jnzuK0tiJGq9evUvNdUEskqSllJCdQfiCXplv+bLFHPhDK8jeQggILN6I3FwKOTOCiNV5ma51ZmI84j1lGTWh6ahazMs++SPIK0wEtnIp7GLOEz59g5jvMvQHAtj/Rt4cpmVTKNpzAolv7FhoKoT9CgFDuajJ9aUEjMuXLdkwlQFFyLJgK296mkuVCOxLoSrQXgtD05fvNua4kkLJK1mKufleHy9f2dlRievCzq71b8TQPf7UG3VBKx+rx4VabZpL6XG5ahMaU7M2F8Zstnb6aKzRiEeuTMAcCqi0N/nY0OHn0PEc/jl/RPACF6+rUJDOOKSyLju3RgmHNKZmSmTzDu3N/spzRnjZnUrTtvd8lkzGoa05iKYK7ry1FiScu5CnttpYsNsBCIc08gWbc31ZutpC1NcKTNNZVb1dUQQdbSECPsFsqsQzL05x3c54WfC0HDVVPopFB79fJRE3OHYqTWdbaCGDpesK1++qYmKqyHceG2XPtVXEogbNDQGikUrjkEg5Lyny5uS3fmKDLSmEl5lIJXEti+qbrmf8B0+i2A6h1iYv7WhZ5M/2I3waoW2bQTpYk7MUzvYR3diNOTyMkJJAcwOqz8Aa1BGOS+a1YwhDB58P8gWPrzXX8beQyRLCs/CZD6TWcZ0KTSAduURh3uNpEQrgZlJesmy+I8UFxWcgpETm8iiqQPo0hCtJHz6Ma1mErr2GsWNH+e1Nm3ngscf4g/s/wMAr+ymcOUP0mp3YuSxaJII5OowSiZI9eYL82V4Cbe3U3vtTaNEYhXNn0atqkEIw+9SPkcUCWkMTTjqJNTuDOTaKPTOFr7EFo7kFadsY9Q1lpS01EsMaOI/wBzDqm9CqPM3mwlA/1vAFAtuvpnThHHpDK3p1DcJYJH8vnE+zgHnmmOd3WDKxpycweraiJWq9UqaiQCyBdeEMQje8IGpyBOv8SYzurfiuvnn1h5plIs0i7vQ4dv8ptLaNaPWeWKnaugEVWVYqE4EQaks3SqwasYq4qGtb2CdeRsRr0ecyVkIIRKy2zHBaSgmugyxmcYfPojT3IELxi84TJRxH6j5EILQ66bwCnOlRpGuj1bWvTMML4elnFXMo4QTKFVJfF4qCHoqiXwE/x3lICYV8DkURGMYVFHcFSpaL5UgSET/aG7TkURVB/CJaQnnTZTLtUhfzArLLgV+HthrBUgkwKSUjs96tp3MVp6+l8OnQ3bD2cqthJgsXJmBTsydYWglttTCVkgxOurTUrK9LU1UE12xQ1xVs5YuSvlGHjkaVkH/1L3Q0atQmXHTNC/6We/ilsi6vHCuyqdNAU+D/x95/xkiWtXl+2O+c68KbjPSmMsv76qrq6mrvXzszO8MlqcVSWIgUsJ9WALEfiAVXAiSBAkHqA4GFIHAJSKR2yeVSFMGlhssZzryu+21vq6u6y3uXVekzfMS1Rx9OZGRGZUS6qn57heYfSFRW5I3r7z3PeZ7/8/+7rsI04Oje3pMFpRQNV5FYI0j73bU6fginj6xPFaaSBqeP6uehL2u2M49BoPjwyyL9fRbHD6boy5m8+2ofmZQexm/crbOw5JHLmJTKPuMj8ScMtlvFtC6Hf/ZkH2EYtXmFUahYWHK5dquC6yU6gq1kwuSl0314geK7KyXuPaxjmpJfvD3U8xwcOaADqzBUvPlyP32bGFHX6gFffrPE9EyTV84USCSMdqC1gjBUfHV+icczTWKOQSJu8NLzPZwt+OEJ6j/09n84KIUSCqOQQ9gWpQuXGfz5W2AZVK/dRto2w//mH2EVcoBk5G/+ktr124Rek+ypo+z6u3+b2NgISijc5TLu/CJKKMx8FmdkSJcQyxUgaJUQrfUBtb9FgrCpgyoBmggvNDleGvo4nHymfSHlSjeiKZCOrXWfbAsMibQMss+fIv3ccdzH01w5f46/9dkn/OXCAv/O7t38J++/x7LrEjt7lrm/+kse/OP/O/m33mbk3/o75F44S2z37pbfoI+0dXdi4+Y13IcPWPyf/0cCt07hj/818q++gZ3LE8zNkH31LZLPnab58C4L//JfUPvmS8JqZ+t/bHxSc66WF7B37SFs1IlcF2twFHtiN2Y6S9isE8w9ov7573FvXll3jmQ8SezIaSK3gXvnCjKbx57Yq82r12R2rMn92PuOEVWKKGkQFhfwbl/ekORiTOzH3HsU/9o3RPUKMrv6QItW0N55vSyM/tF2oBVWigRP6kipCBq1dZIQRmEEI7c6AqpqkfDeJUAghncjYpsHJcIwkYl0x36p0CeYuU1YLaHCsLsIYjyFTGR6DnQykdH77T8bEjqAlcziPFFm9Rs13Gpxx8KWhmGAkDQazR2voxdScYu+tNMOtJRSVBsB/kYM8x1CCp2BWqrsfN1CCGKW6AgahBCM9cFIXncE1l31zJTnvUCxVOlcXyYOu/ohvsH4mk1KQiVYrq5IFGxtfxxra9pirq/Po+utrrdYWdXUWkEyLhnMm1y67fPlZW/deUklJEf22Az1GYwPWbx2Kk68h6r/CmYWfH7/ZZXF4ipx3g9Zp73WDWGkKJa144GQkIhJHEvqEuLjJsmEgdk6/pNH0rxxNs/cgstn35QoPaHqLjegiSfiBumULgXOzjf56tsiX5wv8sqZvrbx9AqilqVSvR5y9UaV8ZE4h/dvjQNqGIKxkTjxDcrm048bfPLVEg8eNTh9PMfwUIyhgc5gNooU7308x+Kyz6tnC+Q36UjU0kU/rLvCjzbY0gORwIzHEZaBOzdPbGwI4ZgELSJ1YmKM5ME9BLUqQbWCmU5DGGLlsjj9feReOoUwTYKlJdzlZa2dM1Kg7/UXdBeiUOArCAJkLrWaxWpBDndx3VpLc2mF4+2Hw2olIldeLkL/bvWlNR+sxTGQhlaolzELYUuEZSCJEEFAYvcUseFBlOuyr6/Af/9v/zssCvinN2/S9DwSqRTzySTCDwg9F8OJ0ffGW8SnpghmH4EUpE+fwYjHkLEY9uAwKgwoffwB4dw88X0HSJ86Q/rFV4gdPEr9xhWq33yJd/8uzug4zt79PMnGVaaJtCyEZRPMz7D0//5/Uv/6E6yRcTJv/RIsB2nHCGoVRCKFNdZpV6OUwpu+R1irEM5OY/aPED98qqe2knv9W+rv/znStEi89kc4h5/fRIdJEcw+RBkGMpXtma3q+e35h4Q3viG4c7EdcEnLwTr5BtbeExt/WRoo0yEqziHjqW3LL6w5BD3BiAKC2TtEpfl1ixipXE/PQ2h1YRZGQZoE5YUOm6ZnAb/ZoFFaJAx8oh16SoIuJyYSCRzb7ho4RtHmg1wvCCE6TKbDSFFrhjTXiC+GkaLeDJ86gInZkpG8QTre/d4MI4W/RQX6JxG3dRBWd+HOHFSfUfy8XIV789BcoyriWILB3OY6R3tHBEd2CW7NwLWH+rielX5VPi158YjV5ll5vuLCTZ9bD7tPeFNxSSa5nuFkSGh6ioVlfX8+mfnqhnTSYHzYIhETXL3d4P5jj9NHEpw9nlx3fz55Xz6e0/ytSi3EkIIXT2U5sCfB4rLPp+fKzC2unuh4zCCbsZgaT/DckfQ6DTLNiltfllZKMf24QansU2+EfPj5IlGkOHsqz2C/g2VJlFJ8+NkCX19YJggV04+bWJbg528P8tzR7DqO1JO4eafKN98tb+m5u3KjQrXi8+7rgwz2O/zV72Z5MN3ZuioE5LM2p4/nOHksB+gg7a/fm6HexWJIIVBK/KB2PT/eMiIKISPc2TkIfTInjvDwv/kXCN/HijuoKGL+Nx8QlEpIIqqXrmNmU0jLYPmzr5j9y99i5rMIAxQRyYkx3Mfz1C9c1D6EpgQrpmckngcLS8h4DKI1b7VGA2mJlezuyo6tYqVr0WhphKwlBq0lbwZB+6WgWu9lYbY6MgSgwlZgpi+3+3gWJQRGPMaIm+A/ePMNvsvn+E+rNW48esSv//zP+VmphJlOtzW3oqZL/c5tpDTIvfUuwjB1V8oXHxM1GmTffBeigIU//+/IvfkTat9+jTM6TvXcl/hzMyROnSH13PPUvzuH4cQw9x/W+zJ9j/q5z4g8l/Qr7wAKmUxjDAzhzz7Cf3gHmc4SLs+TOHISc2DoCUHSkKjZoPbhX2EOjJA4+wYy0T0oCZcX8O9eg1QaIz8AttPB/ep6nwQBUa1E8N0nyPF9OEdeWKeYv+47UUi48AhVLWFO7McY3w/xZLsDdgViE3Nm1agRzdxBpPOo8iLKbWwp0FNKEVWWEaa1Ru7BwhjeA0ppyYUtcqTCps6+Gdl+3VQSSxI2a4SNCtJJbiv4iwJf2/f0fOMpUAo7kdLbeoo3o+M4hFGEHwRYaxT+wzCkUq0TiznEnKcnM2urHqtj0G16IcVaQL9h4zylanVugy67hbKi6WsD6V6cryBUeIHOKnU7nzFLZ7gSz0gmqZDubj69FawcgykVSkKxGnHzkeLQhHwmXolrOWuG1EG3lN13ds/YGkswX+H5ilRCohTMLoUkY4KJ4a01naQSBsf3x6nUQm4/dBnIW+waWT8ReDTnculGg5dPpttWNaePpsimjXVdfIm4gRB0FTK1bcmVGxWCEP7NPxpub0cI0TWv1XQjPvt6ibGROC+ezvPKCwUMoUB0dvWt/Lq45BJGiv17UhsS49fi28tFLt+oMjme3LSE+MqZPsII0imTcsWnVPYoln0m1qj+CCE4eSzXMVzOzDX57Osl9u1OsXeqswIgUT8UVWvNPvxYoTRfJCyXkZaJkYqx/MlXyHSSwruvU7l+i2v/x/8rzenHZJ8/QfniJRq375I+cpDUySNc+9//hzz8L/45Vi6DbOlYOePDRE2P8hfntFlvqG1+2nfEk95podfel/YyT94QglVdlJU06Er2y9QZLLe43P69w2NRCoRpIJTSnwWBNpgWAkMKIs/DiMWQUnIgk+G/+4f/Pv/kn/wTfvknf4x0bJTv4y0vA2Akk8Sm9hB5Lo3rV/VuCEHfL/8UVIjwmth9BRrXLhE2ayQPHyM2tRczm8UZGsGIJ6hfvYiwHULfRwUB3vws9fNfIbN5Ui+8hjUypgOtdAYZixPMTFO/eI6oUiL54lvY41OdgVYUUf3or2lc+JzYwWPYew9hpHM9AwD3ytd41y9gDowSf+2PMDYJtMLSIo1P/2eiaglr/0ms3Ue31NUXlRYI71xGVYst4n2AObIbc2zf9gII00QkMshMAdk3Qjj3gGD+IVF9E/FVpVCleVR1ueNjIbR8hNE3jIyntE7XZjPNwCPyGh3NA9JJYPePd1yLJxE260RrRFMj38MtzhFuYF1kxRLEsgXkhgHZ1uE2m9Sq1Y5WdyEEpmnuyLLHD6KuGlumoUUxVxC3DfozO7fi8YKtZazSccgmNiauL1cV00sKv0ei0DQEfalnp65tGoJyHW48Ykvq7p6vWK52lg33jEj2jkgsUxB31hUEngqVesRCSZ+MTMIgsQF/awXX7nl8camJ6yukFLx4LMbx/dvnAn53vYEUghOHuj83htSWMiu3Zhgqbt5r0Je1OuQfwlAxt+iRTZtdLWjCSOH7irjTyX0TLfGDJ69KPGbwxsv9HD+sKQSjQzEu36jy6w9mqdV19loIwWsv9vP8c7oD3DQlnhvy3sfzzM5vnhZ96fk+Xj1b6NmBuBYKuHqzTLnq49iSQt4h7PI8fPj5Au99NNu+d/bvTfH2qwP093W7NitNSJtu/nvDjzazJaQOTux8gahUwl8uknnuCM3ZWYqffYn76DHCMck/dxx7sI/ZP/8V9q5R+l48xdIXX+M36phxBzObxsylCOt1bfqcjEG9hu5rFpoz1TrLIpuG+prBpt5YLQlCZ4arY2fRQRR0Lr/yZ89rR81qJRumIlQUIKIQ5TaQiTh+cYnb/8l/gru4pMn7KIxMChZmkaakMf2Af/sf/EPchQVutgbmqLG6v7HJSapff0bz4b32Z87oOCqKCBp1TNWS1IgUsX37AHQAlUqD10TVq/ilIlGtSnxiCiH145848hxWvyZXeuWinn2FId7sNNbAECKe1Mrz6w5cECzOojyX/P/q726aZQmbDZASGV/f0dcVvgf1CpHbQKZySHtr03+ZzGHuO4HIFIhm7xPeu4J5+EWMvi2wkddAWA7GyG5Az8KFU0WVF4lCX9vh9MhOCSkxhnd37UJUSmmyvddAlZcwB3d1aHN1OxaZyHQ0NAgh4EmLqDWIwhC/vIi0Y9g5bcQtDBMznkZaG59DIQRRGBI0a5ix5FMR8R3HwbJWfeOiKMLzfBJxZ9vBllKKUtXFMCT59MYDrZQCZ4ctckop5ooRpgHD+Y2PPeFIEl12RSlFtalagqcCx1ZYz168fh1KNZ1FK6Qh4bAlVfv5kuLhAhybEut0xpIxwdHJZ7vjdx+HLFcjXj5q8/xhm6bXe/SNlOLCdQ8/iNg3YbUzdtvxn1yLA1MOnq9wemhNLZV0hcK2V/iAeo7zZCV1sejz+TclDu9PMj68/h1gSMHbrxQ6yt2wYqnbXWtqLQE+DBWzC00CP2rzwdZiZCjOyFCcUtnn+q0Krhfy87eGNpwgjQ4nGB3emm7IwpLHR58tkk6aHNqf4WdvD62bDDSaIddvVhgcWM0QZlIWb7w80H2l4gdPbP2IM1tCIaTASMdQKJTvk3/leVS9jre4RO7VF0kd2Eti1xi1K9eIvCamYyFzSVAhqcP7MGM28ZEBoijUnXuZFHYuhbBMkuMjOu3qNxGWLomsk+RJd8msPNk80oJCgZRdYzEZWx3ApBTIFUJssw5CIQ2JkYhjOA7e3DzewoK2MYlpvz+Bnh2bMf3ghqUShKGWf0iv6k7heghpYKwxbVa+TxRGWtIi0t+RydUUrnKbKBUCApnLa9PmwNN8nzBEClCezoCoKCQsLiFzeW1BE3htE+Su8D3MXEHLL1TK3ZdB6065336OMAzMoYlNpzdaziNAFoZxXv4FamkO/9LnWqS013fcZls0NVqehcBDWjYynUfEk6ho5/ymqFFFFecxBndh7joECG23E7TOW+ivy1AJy+4efAYe4cJD8H1kph/MjQMHnQ3b3oAXtjJvMpZs87pWug7lFjKDKgrx3UZP782twjCMjmArDCPqDRff773eFUuededTCNIJi1R8Z3plW4UQgr60DpI2ghco6j0CBT+EmaIOfmxTkImvF3n8PrBQhtmiDrQGspt3FEaRIp+Gg+OiHTRGkeLag4iH89+PKNLeMZPn9lpYpmCxFPHZRY/FUu9tRUqT4ncNd5o9L5UCvr3e6Kmu3g39eYvRwd6TDdMU2LbmR31+ocLFGzVefyHLkX2dQUohZzHUb3PnfoNai5+0VPRprHEhGCg49OU671XRVh3q/f4LQkWp4nP8YIZICW7d7e3j9Gi2SSJuPnVX7lr4fsT04wbZjNkWMXVs+URXpS5pDgw4LJdCiqXNG81Ul6D1D40fb7CFzm5Z2QzWYB+1S1cZ+Pk7IBX1O3fJHT/C4f/w/8DQH/+Exv2HiGSMgXdeY+EvfkXz3j1yp05w4v/2H5M6eoCoXAKhcGdnUb6PNdKPs3tCdw4qhUQhYybmYJ/uImz9JPZOdvxfGmLVdsdc87shdCdJJrGe4Be3EDF7tbd1pcRoS2QshrRtZDKBqpSxBwbY93/+P5F/6SzKdxFAVK2iLBsF2AU9K7AKBYRpooKgQ+Mr9JqA6sxORAEGEdJydMAlaLcWR80GUbOBEUsQ+R5hqYh0YhjZLDKewL1/B2E7mAO6r1z5PmFpCRlPIAyTcHEeYVrY+w6uu3YqDKh+/GvCapnYcy8hM7me1zlcnMO9dQkhJM7zbyBjvWdYSinc8x/R/Op9AGQ6hzE0gXXoFEZf7/734N4VgjuX9TrqFdSK2Xa2gHXyTWQijWrUuppAqzAgnL5JVF7svk+Bh3JrEAUIy9Eiq/lhMCyU2yB8cI3oiZJhT5g2xsAERm5Q87BamaOoWSNYnH4mpHdhGEg7Rtis4i3Ptb0RtwppWsSzBYxNsmCB79Ns1LdMdjdNg0w6iW33Dpj8IKJYbuB10elybHPbIqbVRsh8yd8W0TvhbC71sFxVzBZVV1sey4CxPkE+9XQB1nwJHm/xtgIt37B/dGukcYB7c4obj3Q5tKMbNVy1lH0W8APFnccB5VpEzIZsSp/buAMDeV2q7AYpBM8fcjiye/0CjxcCPjrf5O701jrKt4L9k3FePpnGNAS37ze5da97ec4wBEcPpjh2MEUiJmk0Qz78YpmLVzemF2g+r9pQHe7BdJ1fvT9HJmPz/IksE6O935UXr5RQCt58pf+ZBfNXb1W4cr3MyeM59kx2p3lcv1XhvY/mOXMix66xJ+UtukOh/pduxB8MkZZ+UAqkAgyJEXdQvo8KPMJqFWdwAKUiQreJaZuEjSZesYiybbJnTmPmM8z/9a9BQPbUCWToEYU+g++8Rf3GDV1CtAywABHhzc6u6mkZ4D68r/9vACYIS2z8U6tpXtbazwTExsZW+Vor/0owkwkESgdMShG4DaxUCmdwSAt5igjCAKtlnbiSSROOg2FbIBTKW7UZMiwLIQwid/Uz4cTBcVAqQkmpB9Z6o/W3GDKZ0rwloUuSYbOuhTENbd2DIVHNllG1E8MenyJcnCPyXWQ6h1IB3oO766+fNJBOXHPQwkD/9ICR7yd25k3CRoXm57/pOKYn0X5peE3tmSgk1sQ+hDQIpm/1HNjl8C7kiO6SNCYPYUwdXjVglgbh9E2C6RtE0zcJ71/pXI+KtL9hD2NoI92H3HUYLJ15lPEkRm4AVa8Q1Sua12VtjfAuhEDGUuu4Z2GtTLD4aMNzsxmUUkRuvV0+NONpjGSnBMWW97ELb8v3XJrVSjtYDQMfv9nc1H5k7XpNc2PivWEI4jHrmc7WN0MYKeputK2ALJ8SDOdEV2K8EIKEs8rDUkrh+tuXd6h5UGtCw4M7s/rfjWCZYlsNAam4tt9ZW9ENIxjIKsYHnl0mruEq7s6EfHrR49r91SguEZMc3W136F9tFXvGLJ4/7BCPCc5dabBUfraduYYB9Wbve+LKjTp3HuhgLOZIThxK0l+wN5x4aLaW3FDSMZU0OXogzeKS18pqdV/f7XtVms2IQp/1VC4KaxFFius3q0gpOLI/jZSi6/GbpsCxJbWG7tB0tmCPJIX++SG7EX+0wZZCIKSCwCPwXaxClvqV61iFLGY2S/Grcyx/+hnNhw9xCjmkY9F89BBneID45BjLH3/I9f/gPyZoNIhPjGLETZ1cillkz54iWJjTQY9jaVugTBpRKmqumCW0/Uuz0XIjb5HaW+bSK1pZ656KlcyV1D/CAAjBpm1OLVpEeWkaQKTVhqXURPlWOSis10C2TEkNSagliduWNCoIQEUYgLTWlKKkbHVxrrltBDpwa9b1ICkNhKMH/hW1aCKFsAyc0XGEFETVMlFpSau9N13C8ur0OWrUdZBmJ5C2pRvUWsHYWgghiJ96CaswiHvlHGGpd4lP2A6RUqhGHZnYmBQPYB87i3385XZAolSEf+08wY0LPUuQRqaAtGJE1SJCGkS1MsH1b1BNnYY3x/Zhju3TPotPaGUJ00ZOHkVukDlTCw916XDN9lVpDlVdROQG18lpbAcqijQvLtWny7w7RNio4i7NEtZ1Sddw4phrlO13vH+tbKAKQ8LAa58DOxYnmclqXa0toNFoUq1tbKptSG3Jsx3/Q9cPKVW7Z69ScYOBrLVhtsf1FXOlCHcLhPIV2KbYVP19BU0f7s0ryo3tBVu7CrBnSN/yTR82qL7uCANZyeRgZ4mz3IBbjwWV9Y8892YjHsxtv7yYTgieP2gxOWyQ6VKerdQj7jwKupKweyEeM3jxeIJ00uC7my6fnK9v6/sbQQjBgakYYRBx816XEwEc2Z9g94RDEGopBz9QnPuuQrG0UYlc9MzuuF5ErR7w+bllihWf8dEYB/akOvSwloseF6+UCIKIW3fr5HIW77y2MQ+10Qy5eqNMcwtG61IK9u7WchiVWsjCksv/9OvHzC92TgD3TKZ45/VBlBLUm2Hb1aLeCPn6/DLlSpdso9TSD/8LQf4HwApBXoU+kdcgNjzA8mefo5p1Bn75C5L793HvP/t/UL9zh/TzJ1l4//fULl9i8G/+Ge6jGdzHj6jevIXwGkTKx5ub034UBsz++b9ERhEqYaEcGxl6WrZBis7w1jJYoS0+CSnFOs0tkUyA6+rgRrUU5A0DtVxa9U1ULTsGoTQfypBIwyAUKzMbHUwZhom0LSK3jlAghUSYrbKN77UCQGNNK6Qu8xmtDscVRPUahHqwXjFyFi3vochzieo1bafTrBEszOrSZiqLSGXwrnyLsC3MwZHWrisdbAmBiMf0dwFrfKrrOXIvnyOYmyZ27AWMXBfNsrWYn0ZKA2NkSgcXGywaPr6Lf/cK9olXMAsjOrt1/EWQckNiffD4DngNxMEzOptjWiAkKoqImnVkMoMxMI7yvY4BRvku0YNriMIoRrbHcdgxhHjCUHpwElRENHefKIowxg9sO52vfJdg4SEi3Yc5vHtrjQPd1hNFhLUiwrIwk9nNv7AN+G4Dv9kglspi2s5qBlaITWU4OvZRbW7CuxMEoaIZRCSV6uk9p5Si6WsO1ZPZqJglGMrJHctEKKUIIu0K1u362yb0pSGxheBMKW3NY0gYbUmuJRw4OLpl16cO1JqKR0sw0Q+xLWw/n4R9o5COddqqKKUo1dSWSPdPQghBJiHITHY/gPszIQ/mQgbyvSUmbj/0Wa5EnDxod1y/XNrgtVMJXDd6ZlmTq7frKCXYNerQdLtHB8mEwWffaAPo44fSjAxqi550aqMTpCs53Z6AT79apN4I2TeVIJmw6O9zyGVtXDdsc6cezTa5frvKrvEEI8MOjm1sKE4KsLjkce67Epm0xehwnFt3q9y9X+e1l/pxupTKjxzIMDwQoy9nU676oOCDT+d5/aV+Bvs7s/eH96eJO5K5BZeJsQS1esDt+zX6u3k1tsbEHxI/2swWSiENA2EKDENnYJTQuk3xsWHi46NgCMJ6HSvhYAjwKxWsfJa+114mqtUwEnGkAVGphFXIExvqx/Q9atevYuRSSCKsTBJpS6TbwMiktMioIRC2xBgc0HpYrazWys+KfMNKxmvld3y/3YKvNVOAMCRYXmrHZaKVoRJCh3FKRUSqZZy8MjC1eFVRqGcAigglFO3HsFUOVFJ2tO/rz0QH8dpb1OKWick9SMPUZdd6DW9uBu/xtDZF9j0diElJVC4johBpWljjk1jjU7i3r9G8pVXhY3sPENVrROVlzGwOmcrSvPQ1UW09H0EWBjFSGUQ6R+P8J0RdMmArsI++QOzMm/jXL9D8/DdEG0gQiGw/wo6j3FXOhNk/ikxk8K58RVQrdf2eObYXY/IwQkpkKou19wTC0YFmNHuXqLyoNbtuf9u5DiEQlrNhN6WRH8YYnNDWPS0jbAyTqFpEWQ6yb2RnvAkpwbCIludQteL2v9+CkBIrN4iTG0IYJlHg41eKusz7lJDSxDBtpJR4zTr1cnEd720riMdjpFOJDc+T6/lUattTnk84Wupho9KjHygWywF1d/1+SymI253yEdtB3YP7C6pnmc+Qgv60XCdF0ausGKn1xaMdxuD4IdRdXR7cCpo+3J2D2VKLrF1TbX/Io1OSgxPPfsgq1yJsU3c/1pvdBW9Dpfdn5U9L5YBvb7h4vmLvuM2RvbEtc9U2w3Ix4NLNGof3xTl+sDtnKhEz2DcV5+bdOuculkmnTPbvTrYDo26QUvtIduvE3TUWZ89kkkP7Mwz024Sh4ur1Mr/6/RyVqs6WHdyX5qdvDpJImNy93+Dhowbnvi0yM9db+mFkKMbP3x5ieLDVfBUq7bbQ496zLUl/weH2/RqmIXntpQK2JbsuHkUR/9OvHvOr92cB3RTwRz8ZZtdYD0maH9iI+kcbbAl0UCPRLzthSBLjY1jZNEsffkjjwQPsTJrU4QM07j9AmpL0oQM0792n9MmnRM0GIgyQjkNsdISwWNQE8FSS+N490GxoVfSVLFE8Dl5Db6+1XVEqIqX+v2HI9s8KUb7j6ggQItLq8JL2jzQE4fJS+/f2T6tGjZTgukjLIKyWWXzvd6hqBWnqLI10bIyVEuJKnaD1thVPzAREs44QCmto1QNLB50JQrdGUC1jtKQV3Lu3aN68hvJc6tcvEQUezuRe7IlJ7L2HEIaB1T9EMD9D7bPfE8w9hihCtEyehR1DpjIor0lUKXc1QHamDpJ658+Iiku4l78mXFqvir4CGUtgDu9C9o/izz0kqhR7Lmv2DRJ78SeYI6tK9cptEi3NEt69TLg01/2eiiU0EV4pVK2sie+VZYKHNzBG9iD7hjXBPZ3vECcVpo0xcRCZyultqe52JSqKCB/dJFpYMR5XqFoJoRQymWktExJWi1smugvDwuwf01Y8rcymCnxUsH3ir7Scduk1CjxNkK8u43cJlLcD07aJpdJa0sKysZw4CgiC9V2YG6Fd1t4AQahoNH3KVXfLHCchunOn1sIyBf0Zk7gt8IKt29FsBbahLXFWKv5a1X7jbTR9xe0ZqDxRWhRCG0+P9TYS2BZyScHxSdp+hK6vuPYwolTrPvI5JgznIJsQzBUVl+8paq2x3JCbn+ed4Mhui9OHbOaLIZ9d9FiurD9v+ycszh512jy4e4997kx7eP6zzZYopejLGziOwXI56nm/Gobg4O4kybjJ3QdNml2C+K4QILrcF1MTSfbtTlFvhPz1+3Ncul5maDDGnslk247INASWJbl2s8JLp/M8dyTD/UcNFpZ68zwNQ9BoBO2A7MDeND9/ewjHaVFawvX3aaXic+7CMg+ma3x3ucxAf6ddTxQpgiACBLun9H4D1OsBt+/Xu5+LViXoD9GV2ws/2mALoVVlhWkgbQu/VMJIpYhqNWQ8QXxqivTRo4TFIu7jR6QOHcTOZSl+8imNu3cY+KNfkD6wH9ARdnxsBFwX5fuM/Rt/UxslhwE0GporZbUIvytRUCJGq37XcxelWBM8SYFMtQKR1k3TvnEEbb4VKxyw1t80KVAhEgmC+VlqV69Qu3UTaccwEnFtB6MipATVyvYo39XnxjAx18g4yGwegSCYnW1/ljxynPRLr1P55PfUL19A5vowszmSJ54n/dLrJI6dxMzmiBoNLSPWrNP47kvCis7sGNk+jGwOe9c+wuUFVBQSVbQWlz25H7OvgHR06UhFEZHbOYvyHtwiuHsNc2w35sCILhXVykRBgH/nKsHC49VLLiVGKoOZziEspychXYUh4fRtolZQpXwP/8qXhOVlrNNvYw5Pdv1eG40qwd1LRMV5nUG1HUQirdXT7RjG6N6eGlkA4fSN9SR60C+LZAZiK/eB1EHcwMTqvrt11MKDtvzCViCkgVkYwWgFukFxFn/pEZHvEvk7I8wbTgK7b1iXOX2dcXwWAYZlOzjxBGEYUC0u422QzdwJEjGLZMIhiLr7Rz4NLFMQRjBX9LtmuJ5mvQMZidUKBKpNLWTa3CBelqJtmdoTSj2brkApRftcRi3+V6/EpGEIdg3qcl4hI9g3psuYi6WIS3dDvG3w2jZDran49paPaUAuJUnFJWOD3YVO680Ib835rDUU2ZRBKvFsh9CmG3H+coOBvMnBPb1Fg2v1kN98vER/weLQvuSWtL/ahiJdAo5vL5f49fuzCBQTI3EKOYuBgsNzR7Id2bL5BZfff7pAseLTl3f4+VuDHN6fWbe+FSilOH+xxKVrZeYWmjx8XG+PTb4f8ev3Z/n2cmelIJe1ePeNQfbuTulSo6BD1uKbiyX++v05glDxy3eGef0lTb1YLvlculLi6o0Kt+50es4q+YNXEX+8wZYCMCRhGAAKu78PZ9c4gdug+fABUb3OwB//kvihA3jLywjbIr57SpOASyWSU5OM/lt/G5mMEyzOa9kDQ6KEon71GkZfTtfwowiIEG4DcpnVcl/ThXhc/74SIG32k4yv/ywRRzix1fIhtMqRUqf+RQRRiIwCErv3MPCnf0ZQrRIFHobtQOQjDIkwDIyUJjN7pSKR52LG49rMmhYv5PFDhG1hDQy0P1v+l/8fvId3SZ19DVUp44yO6fJfS7Or/u3XSCemNbgyOazBUaJqhea1iwDE9h0mcfZNvOm71M9/jqpVMQaGMdIZrNFdyJY0hEymaV4+R/3DvySqagK2CkPNp9q1h8SZN0EKgoe3cb/9jHDhMWFxAVXtfJCtPYeJv/VnCMPA/eZDgtkHHX8PqyXC+QdE1VJbNwtTl0eplTD6R3QgvQFCtwG5QUQsSTR7F5EubBhcrZzLlZKbchtEy3O6I3INhBAYfaMYmcLqZ4bZybOy4pDMafK8t7NARKbyGOkCYXmBYHl2R0HHSkehne3Hzvbj1yo0l2aeWjurvX7EtgyLt4NIRcRsa1sk+c1Qa0bMFX0EWrm8l7DlThFGinI9IowUSUcw2idwNpAEs03Brn7dtdgL82W4Nfv0xPhKQ3Hxvg5u4rbgxJQgn978+E0JmYSeaPqRDtKe5eX2fEWxGuH6+velcsSeUXMdtyyKFF9dcfnu1urk7NTBGC8cjbX/vuXM0iZwPd012peziELF7ILXlXhvGFCuBTyccTmyL7kl+QNUW51nHVJJk3zOxrINUimTby6WKZfXT0aFEFimxDIk0zMNlovehtsWQvDGK/288kKB766UOfdtsd1IIqQgnTZJxI1135lf9Lh+q8pLZwo06gHvfTTf/l4+azJQsAn8iOmZRvvzkaEYP39niFLZ4/L1CsHa89aiAP6Q8daPNthC6i4Y4XnaqNm2ce/cxU4koNmkcf8ByvNwsjnihT4at27izsyQ2LMHO5fm4X/5X+ItzNP/9ttIAZWLFzHSaaxMmqUPPyC5dw/CsVtyDBLDtohNTbYCG/0Tn5rq+P9mP7jN9Z9HPjKb6vxMSIQltTBnLIaZSUHo6xLn2DiZE8d0xkEprUSuFEKsKrAYlo20bVToEbVuESEEMh5Dmgbe3HT7MwVIy0JKCCtF7D0HVk+x7SBsXS5bEU8Ni4taMLWlxi7jCaxsnnB+WmuV3byEPb4ba3y3XkkU6u5GpYiKC6hmU5cWm3Wa33yETCSIn3kTmcniXj1P88o5ZN8AZr4f5/iLmLtW9wd0cCJjCYRlo2olwsd3dLlv4ZG2r1meJZp/jLH7qCbTe03Cu1cxJw9h7n9uU5V6pRRq8THCbeiyYjKj5TFW/u67hHP3UU9kjMLlOcK7F3WQu+sQxp5jsE3DawBVL6KqxdY0dmePdxR4RPUyMpXHzA48VepdCIkKQ7zKcqsx4enS+L7nEYYBhmmSymaxY1uTvOiGMIqoNzzCJ9IsQRBtm0jfq/S7AtOAmKXFGTMJ46ntcYJQUXdXt9nwtJBp09PlnlRM7JgDtoK4rXt+njbmlEJn0FaS71sp5S5XFXdmIi7eVfiBYjgvObVv500E3ZBLibY5dbEacfmO1uJat/9SsGfMZNfwalCQjEuSLYPwb280+c3nNSq1p08DZlIGb7+YZaTf5taDBh99VWaxuD7ajTkGZ45nGCxojcV6I+RXHyxwf7r3BEu13vPdyuP7dqd46fk+TEMQdwykVPzq93Pcvtcpajo8FONv/GyYsZEYn329zP/0mxma7sbHnUlZJBMmZ0/18ebLA21um2kIXj3bz/496zuWv76wzEefLxCGEbsnU+zbnWx/b89kihdO5rlwucSv3ptlYUkHhVIK8lmbl54v8PZrA53PmPphZR/gRxxsqVbGScYcnSGJQqxcFiuXRfke7twMle++RdoWMptGuU3CepXkvn2YjkNYrzH75/9f/KUFrcRumxjpFCIM8ObnaS7MIRwbaJEBfZ9gaXGNzyF49+92cK82/RkYWP8ZaLuebsvHHKRUWk1cCKKKLi1lTr+AYZn40w/aoqcYEu/+HQDiu/eSefFlomqZ2vmv2ucs98f/OkbMofzJ7wlrOk1b+LO/Te5nf6aNqes1qh/9mrDF0RGWRfbtX5J96xckTpxBBR61T3+HcuvEj5xsXwcRT2BkC/o8GQZRFODdvkowfQf74Ens3YcQUhI/8ybW2BTercu6q2ZpFn/ukb6WYYhqVDD7h7H3HUc4cR1ISq3IHDy4SfDwZrt0KGIJ7NNvYe45hmrWCB/cJCovYYzsRmb7iO5dhcCHMCBqlMEwMDJbILK4dZ1t6hvU8hmj+5Cp1e485TVRpQXUk1krFRJVlrSEhuVgZPp31BkoYylIZBB2oocxx+aIqkWC0gLCsDb0P9wqhDSw01li+cF2k0bgezSrJaJWuW4rGSoVRTTrNdxGEyEEthNDblPdfi3CMKLRdAnXsLeFEOTScVLdfHA2QLEasFjuzSGL2Qb5tPnMOEelhuLx8qrnYcKG8UJvgc5uUAoWKlDtMT6n4ysm11tf51JFMVfqPAfJmODIhCC+QRZtLZYrmqvlWDCUX7X9edrg8Ulcvhtw8XZApBSFrOTkAavnsY4PWgzm10+0XE9x77FPEKp13XVRpLalMA86YBjqt/jmao370y57J511OmBRpPj0XJFmM+KNs3lsS6IZKqvyPd1XvrXUzsRYHNsymJl312WdTEMwPBjDNCWH9qXw3IiPvljc0nGmUybZzNYcGHZPJmg2Q769XGZqIsGBvZ0BWdONuD9dZ2QohhAwM7d6E8diBqlk57VSbCbn+v3jRyv9INHdeUKACAOsgX4MywLHQtUl7tIyweIC0nG0vIEhcAp9WJkMtVYHoAoDwnoNwzYx0kmCcpnIayJVQDg7i4hCRCIOdT2wijBstavrfRBes/MB2GTmJ1rdgF3+0Mn9koBhaCFWT69XoFAtBq0/P4cUAjOZ0DYyLc7XSnkwrFdpPriDdGLIzGqgUD//JSqKSOw50NZjinyP5X/xX2H0D5E48wrBo3tEzSZGUhPFG999RVgrQxBiDo5gTe7D2deynCkt0bz8DbEjp0k8/5oOcm9cJJydRsUSBG4d7t/C3rUPa2IPMhbH3n9sNWM3eYBg7iGNz39D7IW3iZ14GQxzffZJKcLiAuHcA6xKEfPQac13yva1/hxhHngOEUvqQCmdb51HgyjwiRo1jC0GLppc7sLsPaJKETmyW+9T65qKRAZj6mibjN6+ZJl+GAvbHpBKKfBdwvISwhAY+ZEtbV/YMWQ8RViaJ5qrYxbGkLHNtcXWwsgOIOPprlm80G0SBS5mIrPljJe26umUg1BRSOh7qDCk0ahoIc50tscaVtcTT6WfetD1W5kr2zLIZhLryoXbzeT5oaLajEhsovr+LBBF2vcwaUM8L9qeh1KKrj6JG65LwVJF27mmnj6mBmCxAl4AAxm1rfOolGK+pIjbOuN0aEL/u9PgdKEU4gcwUugdjMdt3Uik+4gES+WIxwshLx2TWw4MHVvw2qkkMVtgP5F1u/fI4+YDj5efS+D5ikRMdhhK94IQguMH4lRrId9ereH7ihdOrPKiFLrsubZMFo8Z/OR1TS+4cLlMpRbwyvP5jg5JFbWraRvi8WyDmfkmZ0/m212E3dBfsAnCiOu3qpw9qYO+Z4EwVAz0OYQR1HvoczWbIUcOpNkzmeKTLxdpNEP+5Ke9O0JFh47SD4MfbbAlpJZ8IAqQpok0TKpXLxHVqySGBhDNGoHrUrt1CyElpmVhZrM0794EU2BYBrHhIfylRfxqmURhCjufpX7pEsR1txRCIeMxTTKOALehBU1XnpFMCkoVXcLTzRUdqU6Fnq2stD5Tq2iZiCdhCjCeDLY0EV9aJkIKpG1itNJqoe8hpCKMxbEaVWQUYkqJyOX0dkOFqlQQpolTWOUHKa+BIQKsXbs1D4tW11l5CXNwiPjufdQXHmmZhsIAKIWKAoxkhrC4QFAtYeULCLdBWCkSLMzo4MYwdJART2AODBPcv4k1PE7z2y9ARYjU6otGpjJaXmJ+BrN/BOU1CKfvasHSHoO1kBI5MtXiIM1j1CqI1NplBcJJaIkGt4HMDyHyWqxPeC6iXka5daDQdf3t8xMGqEYVY3y/9ntUEeGDa4jcIEZ+jfifWO9VJyxto9OG1yCcvauv/QbCoEpF6xTaZboPEU8SLs0RNesIZ2O5gydhxlMQ7xReVSrCqxbbCvNmPAVie1mlKAyJokg/S3YM03J004LvbzmAMrcpuhqGEQ03IO6YbWPeWsMjDCP6snHMpxCDXUEUKV26S2ysTv8s0PRhpgTDWc1n2gzLVZ0ZSncJpgwJU4Pby1xtht1DsFBSVBpb278VBCHcn4NsEvaPCQq9OddbwsO5iKanGOrrLamxZ6zzXhobMEjFBY4N88sB1+/7HNhlkU0Z6wKptShku99DmZRkIG8ShPDZhRoTwzZH921NImJkwCEqKOYWPe5ON9k1GiMRk6RTOjv6xtkcTTfi06+L7N8dp79vNdKOlOoqsLsSbmyW36nVQ3wvot4MCULVteTt+RGffLFIJmXy7uuD63WtdogoUvz2o1nqjZATRzKcPp7rutx3V8rcn66Ty9qcPdVHFKlnJr3xfeFHW0ZEoQOSKECaEhl3NHG8WsEeH2fgT/4MDINgYQ5UgJlMgJT4c7OIKMBMtXhSQmDEY4TlIu7SIiIRQyTjyMDFSKW07ILQJE/hNvW/rW5BkUwjTf3/ldKfWPOz8n/Z0uISko6/t3+iqPP/UrT1VLS0BGBIRMu2XgQehmVirwRipoE0JdZK236jjlAhZtzpNJWu15DSwE6vDv5RcVkbSmdyBHPTyFQWc0BnYaJ6DQIf5TfBbcDSHEYySezwKZCS8NE9rLFJHUD5Hv79mwg7pst6pSXMoVHMvn6MZOfAHzy6i/vlbwimb+IcPkP81V8iU+vfzv69q/g3vtHdlirAzBaw9hxBxDszPVFxnuDWBcJHtwnnHkC0OpsSfUPYz/8Eo3+s963kuQT3LhGVFlCVRZTbwMgWtMTDE5ytqFbSSvBub50vpSIwHURmAGNkb0e34VqEzRr+7H0i70mdm5ZQUixO2PJUfGoo3ZUpnThObmDb5tQAzUaNSnGJMAxaDR369RNLJLHjvT3YdoKwRZ4PI0XD9Ts8BFMJm0zK2RJ3aKHs43obc1IcSzKUt54Z6b1Ui1god9d7itsw3qc5WZshimC+Asu9vYSxzWcbbAmhzahni9v73lJFYZuKiYFnsx+HJ02e22e1A60wVFy+4zOz2PtZSCck44Nm+zuBr/j6SpNr9zbxKeqBQs7i5KE42ZTkxME4fVmD335WZn5pta0xjBTzS34nmbsFKQXHDqR47mCKa7frfPRVqU2Wb7oRC0s+i0WfaqOzhHfqaJbdEwk+/nIJdy2fSqz52QC7xuI4tmT6UWMdOV8pLbtgGgLD1JzdfH7jhqHtQAiYftykXA746ZtDPbssnzuaxfMjvvhmiXRKk/s3XvEz28Ud40eb2aIl/GnmcgSuS+P6dZLHn2Ppg/eQjoOZy5E6eJDqhfOYvo+ZzVL+7COMRILUvv1YLxSoXPhGX8QgICiVwLZIHjyMEtC4+J224wk8kAJ7YhfezGMtTCrQwU8qgVqQnS02K+WmbgNBrdaVrSryfajGGuLFyvolmrfTyh+vDJDK8/TfDdEiRCgtVhrX2SoV+iAipGUiW5kEFYa6O88ykfE1mif1ms4SZrKEd69jJhPtTkT/3nUtfWCZkMmiAl8Hd6k0YXFRy25k+3TprVEjeHwXOTSuOVOP72DuPoQ1vq+j+0+piHD6JhgSc+qI5mWlcx3nQ9UrIASqtEC4PIc5vh/ZP4YsjHQNEoQT1xyw8jzG8J6O8pkQAhKrwaXyXZ39apXFhBAov0m08AghDMyJQ+0SoTBMjMFdHduSdowolQVjdSYYeU0it46RyhE1akSVRcy+UYzc6sijlNLNAmv3TRqaj/fEPaG8Jt7yHGamgJ3MIoynn3VGUUQgTGwrBtIgDEOkXJ+h2wiGaaOE5kg9g4RST4RhxFLFI+4YJGMm+Uy8oxwlxNbI40rpEuFWLAs3Wl87M71F1D1diutLrx8jtO+h/j1S8GhJSyP0pdatBilhamBDdZltY0VoNJsUXTMehhQcGN84gIuU4tajiERMMFbQCzZcRRCyta66LcCxBUGoKFYiMiktubFciXCszW+8RjPi9kOfI3stag1t97NdzC54PJrzObo/jm1JxodsKrUQx5btY/QDxfSsx9eXqrx4IsX48Po6cDZt6p+MgespDEMQRorPvilRrga880of6Sf4SRcul3k000CpTjFZ1WIuiS70qis3KjiWYM9UiiBQJBIme3Yl1/HQbtypce1mlXde6+fl033cf9gg5mx8TpdLHue+LfLcsSyZlLVhuVEIwaljOcJAUa4E/P6TeU4cyTK1q3OC7HoRKlJMTawS510vYmHJZWggtu7e1DHm/1JG/EEQBoG2kwlDpG1Ru3kNe/ceLNvGX5onrFRIHDpC1KgDitTxEyz+xb8kCnycgQGSx09Su3Wd6M5tjFQKkUgQzs4QVJaxcwXdbec29NRRKYLiIiIMO4Il8fBei7Ml2vldIVfLhisz2w1f1KJVzWm3+rQ+lwJhGTozZlsoS7TNmq3+AaRtQqOGIMKIO0SmhEYNFWihVmtwmGD6Hv78I5zxSRACmUpg2BbR0gIqCBCmiVkY0BysRo2ovIBMZ1BuExGLI9IZxMx97MnDBAszROUSRIHOkKSzmCO7iOamCWsl5OQBjHSWaPExwnGwdp1FJFIQBoRLs8j+ER1o+L4u645MIlNZrb21PIOIp9uCosH0Lc0pyxW0nZEV04Nhj7KXTKSRuT7wG8hsf1urSzUqGPlBhLlq8BpVllHlBUK/AW4DY2AXMpnFPHRWq8Bv0kEo7BhGQWfJVBgQVJe1/ZJbx4inQRpaGFQKTfwXuqMvbFYJq2Ws/ACyFcxJO4YsjK7fhuVgZvsxnHhHcLlCRJdS0qzXQEU4idSWAgEhBNK0MAwdaFWrVRKJBLa99Vmt7ThIw9hWKVALdAYkHGPL5tBCChzbwDJ1MLj2xauUYq4UYBlaZHQjWKZgOGc9VWkwihTTy4qko+hLbW3/h7KiTSHYCEqB68NG8YP9jN/w1QbceAQHx8E2tX3Okx2Cm3k2KqVV5Q25GsXuGpJMDPJMRUtnl0Ku3A04c8gml5a8eNQGdLaz23Yez/u6Gy8mabgRYQhTozubqFTqisViSBDCYtFDAMMDNm+cWZ24XbpRY3rW48TBOAN93bfjeRGuHzHUv/peuf+oycPHTY4fTJFKdF58pRT3HtZZWPL4W39jtIPgLlbCjSfuqyhSvP/xPKapg61EwuSX7w53zSoVSx6VqochoS+vLX2sTTK6QaCoVgMufFei0Qz52dtDGwZcJ4/lAC1SahiCj79cIJk0GSisnoO+vM3P3h5CRQrfj7AsyfTjBp9+tci7rw+u55oJHWj+kPjRBluq0SSql3Gvl3AGB/EfzDD7n/0jZDZHuDDP3L/4b/EeTyMNXa4p/sX/gJHJYlgOpY8/pPjRewjLQpoCM2ajIg9lClSlTLO4hKE8ItvWmaNGExkFKEeifIU0tV+eMAxUpEnzEUCoEAaYpkXkh6wy5tHBEwIVRkhLEq10f9gWol5BtcqHasUb0TSIDQ7RrJWRjoXIZYkWHlK//C2xsXHiU3txJiZR5WXMwEWUFlCVEu71b/FuXyP93Blqbr1tEi2kJLH/OMxNE07fxH94C3vqIFSXiU/sQtkJzMExZCxGuPgYlc7D0ixGLq/rGW4dc3AIVVwE38UYHMfI9BEV51GWpW1oAg9BhExlEI6NTKSIlue1VIJpINw6cnAS+9grsNJp6Lmo5VnNlyovomIJjLG94HtE9y8jrPj6zI9SRNVlFAKjJTZqDE5iDOzSVjPNGv7sHSQKI51HGRbB4iPNL8r0QyJN4DUR0m9fI7kFP0ClFF61iBBSc56ikMhtYKTzmOk8wrQwTAtiCe2lV1xAmiZOOo80HdQTwVMvCGno9T8Bt9nEc11SmbQ2dlabdxAFQYjrBcTjdpvAHkURjuNs2QC6vV9CYFlbG7yqjYCmF5FKGDSaIZYhNgy2dMlQd0tJIcgkem8n5cgtl85WJj1PE3Ct+Md3Q7UJcyWt2L6ii7VV7okhNUeq19JeoJgrwkB2fUC0U6QTcHhCELcV393T0hCHJra3bkMKjk/JjjFfrihuArPLIXPLisOTTyeRUcgaHJqEVCszZRqC89c8mp7i7DGnI5iNIsW1ex4xR/LS8ThvnE5seB2CUFGrR2RS3bO7eydsJkdtLFPw2fkGQuhgay1GBmziMYO9E6s8rqYbEUWqHSR9e7XG7ILHT17Lt7NMA3mLXeMxao2AIFQdQZEQgiP703x3tUwQrC8BglhXnpZScPRQpl0yXCp63HtY5+jBDPYT58D3IzIpC9My+OrCMrPzTX7x9hC23ftdMFBw+JOfjfDgUYPFRXfTgHpx2eOTLxd45YV+Xjlb4Itzy+uuheeGVCoB5y8VeflMgd27kowNx3jj5X76+7pMANUPX0f80QZbCEWyL63jkrSDH8QJqhFW0ib32mtEfp3w8V0cxyD+/AtUzn2J4dbInj5BQAz/+gWMVBInPkHswBHKn3yImUliHzyiA5JSEQbHMQtDhA/v4C/Oa4mHvj5M3yVEEDv5CqX3f4dULcV2y8YwBUQKz4uQRCAkoethOCbxfXuRoYtfqtAoN7D3H0VUy4QzDxHjQ+T2jFJ8MIc7M0/i2HGGf/Fzih++j2UbWIdPEc4+IirNQXGGvnd+gjWxl+DqOUK3gR23sXJJRCKBTKUxcnkyJ44jZKDFNqUgdvAIYu6WDvrKi5qcbccgCDB3H0IODhMVFwhun8fI9GOkc5i5QWSuHxmLE87eR/T1Y2TyBI9uElWWsPaewujT9j8ymUMtz6CAaK4lNppIIxJJ7VPoNbWlT2wNv8eyYXAS4cS0IXO9jBicRKZzGOMHkMlMqwQXrQZdShFWlwkbNegbwswNdQQxwo5hDu5C2vE230pYDlEUtbSiJEEQ4PSNdDVC7p2RVBD4uJ5HEATEs33Y/WNdCfMAphNrZ0KFaemArMty9aaHFBBzNs4yGaaBpSyEkMSSq24EKwjCiFLNIxUzcVopES8IaXo+jmNpCyk0FzAe3377WhgpvABi1uYdfytzBtuQFLL2pi/omqtYrEQM5QxiGwQWQgjSia0HiUvViHIDJgo7y7pIKRgrbFRi1KWenc65N9ol19fCpEmHrgKnYaRYLCkySbElk2jQ5yCbBBBMDUZti6CN4PqKpqvIrsnsbRTINF1FrRkRRgbFasjtRyHHdltdld03QswWjA927mAmJYn5nUb0UaS4Pe0zNWoy1Mowddu/IFQYLbPve9MeV+82ee1Uimy6CzVBiPa5efFElxovMNRvM/SE7/xn50vUGhG/fKMPKbUZdS7bSdBPJU0G+2yu367xzcUSh/alyaRWj3PvVILx0di68p52HemuN/XGS/3t99b8gsudezVsU1vHHdq3mv1+4VQfvh9RqwXEHcm9B3Wu365y7NDGk03DEExNJJgc3/y9US77fHu5zL7dKQ7vz/DTNwfXXY9vr5S5/7DGvt2pdhnVcQwmRrtzP1tv5E23/X3iRxts2X195E4cxhybwh7fh/vwNtHiDKRzJE++gGjUiI+PgOeSfuuPCWpNlv78n5E+8zLx516i+vGvobKENTyGzA8QS9soIUi+9TdwP/s1xFMkXnoXEXmElTKVD36HmXKwp/bhXv0Oa3iMxMs/Y9ff+/tUvvoY98JXxI4cIiyVMESEfeAE1GuEzSp+tYp7+xqpPfuJpElYd4mdeQM7lycKfKrnvsTARS7cJfuzKfxIEhubQtRLDP6t/zWqWsTaf5LIcxGmRXjlS+TEbmQyhRgZxwyaOEfPICqLSENgv/FHRIGHb5vIhM7ABHMPIFJY43ugbxBreI+WTxjeRRT4Wki1OIcqL2CM7cfIDmAUhtvnW/aPIjN5sGIIKQkaNQLPxwgDZIuTJS0LBie0B6DtENQrmE4CWRhBJnNg6GzWiuCklBIV+gSNCqaUGCN7EeWFVtbLwMgPoVREc3meSAniuQKGYegy5MAupFtDmOvLfkIamOlOTS2R7qNZWkbWKjiJFNKweoqGNpsunh+QTiU6TF+FkNi5Ad3hSCvg6FHaFEJgtbhiUaRYrjaxTYN0ojOgUkrheQFCbh5sWZaNkBaR2iBwUJ1qNHHHwrFWO/l2Aj9UND2FUhHLNVoB0cbfSSdMVgoucgsvSdsUJGzBBj68O8KKw5ZSWtYgbrNtiYVu8AOFlJCOC1Kx7gPgdhGEimJNkWvxqVIxODLRu5TYcOH2LEwOKkb6tr8DhczWTvaDuZDHixFnDlpbklTYNWQw3Cep1CJCpQiC1azM02LP2OqNF4aKpXJIMi6598hnoM9garT7MdWbEZ98U2XvhMPucYfBgokiRnILdj3JbQT3ji15+Mil3oiIxyX5nMlg//rnOpMyGBm0efjYZbDgdARbQojuPCoVrXu+V3D5epmYI9kzmWLf7hTjo3HOfVukVPbZvyeF5waEkdbKml9w+fDzBV55ocDZ030UehDkXS9iuegx2O8gpXZ8eP+TBTIpgzMne2sWFvpszp7KM9DnUK74/P6TBU4dzzK+JpA6tC/N8KDDt5dKlCs+P3ljiChSFEs+2Yy1jvun+H7cJraDH22wJRyH5MuvIPPDxA+eIRG8TnDrW0K3hrXnCAqBWV6E2jJEPlZ/gfy/8bexc0NI2ybz6k9QzRok0yB0N6NUCnI5xMnnMfPaciacu4s1OEL/v/2/08sbBs6eI7oDD4G39IjEieeJHzuJWnyEdGIIaSHiKYQdw1+aRS7cI3ni7yCdJCKe7MjCGKZJ5uXXCZt1hHcaf3kWO/SxRqdASlSjotXKpYFqlFGpPjj2MmZcz1bkvhNE1WVtRDw4Bq0uMQGIXB9GuqDV9k2bKJ4mSBWIpTLtjE7ku7jlJZx0H3JwF2Yig5EbbBsSh5FOi1umAc7qwyIK4yh7sesoo8t1BYQTRzrxtjk1gOcHVCoVLNMgk8kgDAs7p3lVwjCQfU/qUQmMWAK34WK4LvGE3gdpWkgz1/Xe0J1sdJQwmk0PT5lkknEsxwant/6MH0LDh27z2RUxzu1ACHQw2aWkIoQgk4rT8LW5bybR22xV85VCpBQM59a/jE1D0peJdXxfCPHUpOVqQ7FUhZG8pD+tnhmP6HFR24+M9elga6BHC/7TIJ+U5JPasmamCLnk0wdbQai4Oq3NoycHn02gBVCuw/WHcHgC8ml97Tay7EnG4MiujfW5Gq6iVIsYzMkdt9aPFgzSCS2pADpwmZ4L2TVs4nTJqAkhmFsOuXLH54WjDi8f+34kNRZLIZ99W+eFo3Fefi6+ob+gISGbMoi3smtRpLh5v0E2JRjoVrbaIfZMxJACLEtw7mKZuUWfn79ewHxi327fb1CuBLz7aoF0K9AqVXwePm5yYHeyK48qYqVhqjPoiCLFjdtVlos+fTmHXLal+H66ry1r8rsvFykWPf6NPxkjl7U4eiBDf5/DrrHeXcS37tb49KsF/vTnIwwU9Dsv5kjsFsmwUg344psljh/OMNi/+k7MpC1++qaudlRrAbGYxDQFrhvy6ddL7J1MMjGWIJe1ME3R5n/Nzrv89fuzvP3KAJMTnfsltNjkD5rb+tEGWxgm4cg+VEvDSJoW1t4TiHoZaTs0KkWMRBpnYFQHKqGPtBz8MALXx3FWrWg816WZ7CeRSmmez8AUJDMIy8IY3qszLUIgWpkK2Qo6QreBwMBv1gmjiMTQlBZaXRNMWX2DhIkkRiLbU1HcdT0aTZdUKo0VS7SCq5YdUUJLIoRhhJccAhUiPA+7lc0V0tA8pCcgLAe7MKqzSUJgDkwQ+D5BtUIURchWsCVNGyuZQVoWXmDhxgdJGWb7pm40PTwvWCce6eT6sFLpNtlbKYXra/6BIYXery76Up4fEEaCpK1HESFEh7TCuuMQAieRxrDjHVmmboiUYrka0XRDDAOG1pCjY46NZZk6aNwEgTJRSNQz4gkIIcimeo+IUgrqrh4YU3HRllxbeaeujFO6hCYwNhi4hBAsVsAydTDwLJBJCGL2Svlwa9mQhbIurw3lei8TRWypU/BZwDJhz9DGZPStwpCQT+pgB/RgN98q521GLt8I2aQOntJbUNEII0Wpqre5ES9qvhhx53FIMia3tN5uSMQEidjqiavUIx7MhRRyRtdgC2Awb+h7MNl78hAEiqv3XIb7TPq7qLtvhnzG4PShGIWcwb1HHkLAvl3dJ0KOLXnh+GpHXKUacvFanUxcPtNga6jfoS9nYZmSuQWP6ZkmYRRh0nnjHT2Q4vb9Ora9GgTPzLpcuVFlbChGLrv+OdMZ2u4SE2MjMR48rrO47JHLWu1jXkE2ZXL7Tk0HZHmbQ/vTmxLjozDC8yKiSBtJW6bglRe0VqHvR3xxbokHj+sc3Ne9zAq6ZLoSeNXrATduVWg0AiZaQd74yOpNaZmCYtFjdr65PthSz9ZXcyf48QZbCOpOP469OogJ08JqmfzGUlldGmu12gvTJogPUG80MKSHba+qghumgWXbSMMkjAQVmSSqhxQy5oamxYYTx3DiRGGAiqJ2Oa1zIQviuZ42DEEYUaxHWNLGMEy9jlbwEUaKSiMiFdOWNY1Ikoo7OGv2vefZEWKdyrlpWaSyuc7SmJRYrcyTH/g0/ZCkMnEDhWVA3LGxTGNdZ5UQEmNN514Qwnw5JBuXZJIGtWaEG0D+iZdtIu4Qd+xtl7W20gGnlPaWMwyBYwsqTUjHVCu7I7e0TS9QLNUk+YR8av+77aAvJYkSq+XBIIQ785CNw+AaOkU6tnG0EClYqmqOz7MKtgwpiG9zPCo3dIZwMNs78zO2iXtSECqmFxT9WUFym3yfbuh1DLPLuqw9lN9it6QQjK+Z3zQ8uPVYa0xNDOx8Pw0pyPUetzpQqiq+uRFwbI/BUL73PTFSkGSSokNh/tF8gBcopkZ21qk3kDd48ZjsaoLtehGXbntMjpgMFzZ+Zr1AMbsQ4liSfEb7/m0n+2aZgvFh3Wk8sxBgGLCvpdQShArfV8Rj3a/p6JDNqSMJlithuxvuWaBY9vnoyyLPHUlx9ECK0SGna8m/6UbcvtfAtgRD/Q5DAzH27k4yPOSQ7SEwqtkXCtGlkFgsBYwMxJmaiKOU4u6DOpm01S4RHjmYJZWySKctvrlY4vFMg5+9PYRprPDA1u/j5IQ2yI7HDX79/ixjowmeP5EDWg0GjYDnj+c6AqZ1x9kM+erCMnunkowMxdm3J03gaw26ciUgmTTb71k/iHTloFsA356APpty9E7w4w22hKSukqC6PyRGK/BxfUWoIG5BqR4hhU0+tRqsKKVAGMSTKVxfMVsMSTmShLN1DSJpmCipunY9VZo62zKcMzo6ipRS1D1wTEjFLRzLWZe58QIo17VYYNyWbb2hjfZrRZelV1yxUXYoGTdJxEz8EB4uKfJJyCUFlbpJCohtMOCaBhRSsp0Srrl6EMomnhDHF6Lzg6dE1CInG1IPVsN5iRSS+TLMVSE2tL32+aarA5bteNQ9CxhSdFwzIcA2oNpUlOtaKXwrwZ8UWptpp1UbpRTFmi61PU0H3KQ2IHiqEpvXIojHbPVMgq1emC0qokj7+O0ECQeOTUniDm0j5Ezy+9WbziQFR3cb5NOSci1ioRgyOWyuKxlbpiCX6vxsdimk4cKuYbUj6yQpege/fgClSkgjZ8CaSYJS2pB6rWRAIiZ59VQcU8In56ukEganDm8//SaE4KXnkh332qUbdWbmfd56MbNOawp0ULd7PMbMgteeCD943GBuwefE4RTWDsmDlinJZ03ijkF/n83IoM37ny4xMuRw9MBqpn94wOFnb/bzyZdLPJpx+cXbWluqWgvwvLBdtuuEImp17T6JV88WUJHCMCSuG/L1+SLShF++M0w8ZpBOmRw9qKskhZylm4UU/Ob3sxQKsXYQtRbplMnhA7rLcXIi0SHdEI8Z/OKd4a7vpOWSx1fnl3n+RB7TEiwte4y0pBxef6kflOZm/fr3sxzYm25LReSyNq+/3M+eyfX2ZEqpVeeWHwg/2mBLKWgGFlbY+2VRd2GurEUNpwYE/VldHlv7QpotQa0JkwNacyYdE6Ti1ob1/ycRRTC9rAeHqcFODZiYpdWin6xeNX14sKAYykE+2f0yxiwYzhtYBuv0hnphekm/8PYMrR/o/EBnG3pxPFa6XSx0oJWKCa0zU9HHuFGwJcRqqSGKFIWUnoM9S92dbrg3p1iswolJsK3V7eWTimRs+2WjUkPg+2JLXVrfJwypA5a5IixWt9ft9jT73vDg+rRitE9naYpVpUuI2yyPPQtV80RMcHzq2WtNPYlDE3LTE6xFOxXpLoRqIQSZVozwzT2fIIJXjj270lQ3mIZguE/f3A9nA+7OBAz1GSTjm1+nY3ttlOquA9b0Is5fazI1YjHcv/3MVyohee1UYt37bnrW5/LtJi+dSJJJrf4xZuusfS5ttvlUW0EYKm7ebzKQN1tlu9XJcxAohgoWtiXWcaXWYs9EjD0Tsfb63vukSKUecnhfckfPkFKKWEzy6hkdtbtexG8/WqRSDdZ18QkBlYrP8UPptrlzFCnOfVsikTB497X1wZZEWxd1m2zH12S8HcdgdMThm++KzMw12f2EoOjUriRTu5LU6j4Xr5c5vF8BuZ7HZRiC546u/3svra0ogu8ul5AS3n19iF++O9y+DnoMEySTJpm0xcUrJSbGEhTyWkajl72PANQPHG39uIMtXxLrETh4AdyZ09mBkbx+sTwpcVRt6uAkn6JljyPId2kD3gylOkwvQqGLYrRtCgqtdYaR4uECZBKanzGap2sqfgVCiK4Dzcp6cknIJju/n47p7Fa3CetMEYo1ODS28YAspaBvzWx4qhWIbgUr5OFcQjDev/oCVGp7JYKtQqGPqeaCvWZssMydBUyjfbr09WSQNl/UbfK5LQpbPiuk42BKsP5AJc24DQfHNOm66Sku3w8Zygv2jnyPkvEbYG12rdZQXLkfsH/cIPsMM0f2FiZW1+77VOqKV47ZGzYcHJo0txUYV+sR88WQiSFzx2XryWGzFWhtfk5K1ZCLN1yO7XfaROe1UEpLN3jbcIhquhGGFFita9VtopqICwq57h6FK8bNm22jXA3oz1tIKWi4ETfvNYkizZFawa37DW7cbfDGC7l1ulgbQUo4fSyNZcsOIdHt4OK1Co9mmrz1SgHHNhBoztLhfSl279LRuOtFzMw1yecsvvq2xMhgrM1fklLw+ouFnvdXJFQrW7z5HXb7Xg3HloyP9D6vV25UiULFnskt1q63iCiMaLgh04+1DVm3Eq0UOihLpax1wq5d0XZmeaa7ui38eL0RAc8XBEH3s28ZMJhRlGqCxUr3ZQwJfUlBPgFXHyqqzZ1FzqkYpGIK1+3elruCKIKqq/VzpBBYpsDf2LatK8JIc2LqXSy/8ino72ICW28qcknFWIF1gZMfKG5M6264bnCsrWeopFivC/RwQXHhji4jPGtMDsIL+2lnFpYqEfdnI6IdsikNuV7TKIoU9+cVj5f+8DOrB3MRVx+EeP7TbztSap1X2pMQQpedbEt3wh2aMBjt+1fjNRMpzcPpdmmLlYhSdXOR151ictjgwISxaWdnJilJxgQLxWDTcw0wtxRy875HfYfvHtCZh60EWtDSJ/ZVi/+zHnFH8sbpBLuGOx+CWiOkUlv/sgpCxUfnKpy/toGBI9CXtXj+SJKYs7N76f4jl4+/rlCq6n1IJQzeeCHD/qnOYCKVMCjk7XbgtxZRpPj06yJXbq7fVyEExw6mOLh75x6fsZjk/qMmX10oAWDbkjde7GsHWgDziy4ff7VMrRbyxksFThzJsFT0WFzWL/Nc1mp3J67bR21HoTsSN8DcgksQQDbTXR1eKcXiksuFSyWmJpLrMl+9EEWqqwfkWrhuyEefL7F3MsXP3hrEdUNm5podxtqNZsjvPp6nVPbYO5nEeULmorvEQ/fn/g+JfzXegj8AFHoG1msAF0IHHVGoWCh21+iI21rB2TZ1ia3eVCz2MJDdCJYJhRQ49mrkHUaKR4vauX51OcGhsdUOrWsPFDemt38H2abg8DgM57a2vOsrLt2LWCgp+lKr+9j0FPWmIoig0tDk8qeFlILdQ4KB7OoLwbF1APZ9VBQNKUjYMD0f0XAVSxXFTFERbjOIDcPe95KUgiO7JHtH/vCP2/iAYHJwfRl6J7h+P+Sra/6WggDQA1BfWmxJW+lpcG/G5+o9f9MAOZ2QvHTU6ppd/O6Wx6U7z+AG7oF82mCob2up0oViyGffNlksbX4T7hoxefF4vCfHa2be5/Nva7jeswkk8xmDt84kyGd631DdMtDnLtf5/EK1Y9AEPTnZNWIzuoUs0sMZl5n5nV2j8RGbsydS7RKkUoqlok+x5HcsNzzgcPZEumuJKwgUn18o883lyo72YTPsn0px/HCaG3dq3LzbPfgcHnB46VQOIaCQt0nEDT7/ZplPv1rafANCIVbUgrvAdUOmH9f57KtFMunVLsAVrNh93bhV5f1PFpgaj/Pmy/0bWu+sIIoUX3yzzG8/nOtqbj39uE654mNZkkP7U7z16gDDg3Fu36vx3sfzHdfJ83QAdvJYluNHOsVUS2Wfv/j1DI9nG09sQ7TcIDbd1e8NP9oyImhPpSiEXjGnEIKRPkW5HnHpLuwbM7pyT5IxwYndcOtRxHxZcXqfgWUq/GDrJOGRJ2b/9SbcmYkAyegaBWpDCsJQEUSKyS5WHUoprt6PMA3YP977hbidkoNtav5N6gk+x7UHIa6nOHPI5MRusS2ezWI55NZ0xLHd5qbK0INZ2dFR96xRbyruzkTYFuwelkwMdC9lbITL90LqjYgzh62uWbzvO+DoBdeHa/d8hDAZ7d/8cfd8hWl25+OkE2i1+3/FpmjlmqJaa81cNznNvZpDnttnQ6s1fqkckYwLYl2I0X8I9GUMTh92yGcMgkB7+XUjaYN+jjPJ3gftBnpCdP5aHceSnDy088zLCnZSzt+/y+Ha3TrzSz5Da0Q6hRAcmNq87TWKFJdv1Ik5clvlvRUkYgaJ4dX3oR8oLl6rUWhxtrZyTNV6wEDB5LmDW8vkbBeeH1GtBZim6DmhMU3J7ILHzFyTn701QK0WcvpYdkud0qrlwdvtUMsVn6s3K9y8U+PF03kKeactAQH6/L/3yTzZlMnwYIyhAYcXTvX1vC/19vQzeelqmUdzTUYGY5jGqj2w50dMP26QTZt88uUSU7sSvHCyj8MHVksrk+MJkkmzzUsDuD/doNEISKXWcwJdP+TqzQqD/TYjQ2vuK6G2VD79PvGv2GvzDwilfd/CYOMZ38SgZDAvqDa0K30QKu4+Dqg2Or8nhGC0X3BgTOJYgscLEV9e9ak2dlhajMOJ3QaDufVPxvWHId9c90nHRddZeqS2ljKNlGKhGOF6m5eGhvvkumBr16Bk96gmXeoW4PX7+ngh4MbDoGvW4Wnq59VG9ExKY6A7s07tNxnISQwp1gXIt6d9rtzxN8xY9mcEg33ymWXfXF+xVAqfWvU4GRPsHjW3xCVsuBGffNvk3qPuhJuxAZNDu8wddaA9SyyXA27c99pZkqO7LV44urmlz0bIpCSZpKTWUHx5scHdaX/zL31PsC3B6IAmbV+4Vufjb2pbziY+ickRmzfPJFERPUt/3weezPTmMib1hmJ+aePz6vsR739e5NqdesfnUgpeeT7DmePPhh9kW5LXz2axTcFvP1nG8zc+OUEQcfVmFYlgZGh7osRbhYo0Of/MiSy2Jfj4y0X8Lvt15ECKF0/lqFYD/vr9WR7PNinkt9CM0PJi7qZN99HnC1y5XuG1swWmJpIdgZZSig8+XeDBwzq2ZTA+muC1F/s3DLQALl4t86v3ZlEo4o7BkQNpzpzsa48Td+7V+IvfPKZc8XnzlQGOHFjPX0kkTHaNJdrl98Ull68uLJPL2AwPdF6HWj3g86+WGB12KPQ9ScYWP7g/4o822FLoYCvoEmxV6xEP5lYDhIGswZmDJqm4oOkq7s2ELJXXf+/hbMj1ez5+oEjFoT8rO0jX3RCpzhLlYjnUJZEI0onuHYSFjGCoT9JNhUEIwdEpkwMTenD1A8XFWx7zy+sH0FpDceGmx/TCDohfQD4tN1XtXq7qgO5Jz+NCxuCFQ9v3OwsjRbUece6qx/X7z2ZAbIt99hisG64O7jYa7kb6DXaPbK5ftlU8nA34+Nsmy13us+3AtnSwtZXMmmkI+nOS9AaZkn8VMLMYcu+x1y6xzy0F3HnoritR7QSJmOD4foeJ4Y0fXKXUM9neZhgqWIwPWe1nvelGhNvc7nI5YKnoMza0M12sneDcpSoffFlq72vMkbx1NsvhvZtk1gQ0mlHXSXAqYeyYfL4Wi8s+tXpIJmWSzZikEnLDCYTnRfzV7xf57mqNfVPxDkL9s4TjGLx+to+5BY/7D+uUykHXeyweM3Acg1zWYrDgcPlGlXJl6x0J3eZvjmPguoEWle5W9RB6LIn10B3rhnjMYGHZ4+GjJi+d6cN8Qg5jftEllbDo73MY7HdIJszW/ilKZZ9rN8ssFzvLxpeulbFNyTuvD67jk4Wh4ubdGiODcfZOPRGUK/VDx1o/4jKiEitWUevwaCFkej6kkJFYpibP9rUUeVMJyZlDdruL8c4jn/mliNOHbVJxQRjJtrVDdpNJWBQpvrrikUoIjuzWqfFiOWJuSWve9HqvDK4RIaw3dWaqF4cijPT+J+OSgSd0gJJxwXP7bdJx0Q7KhvsNRjYRE9wIc0v6BbHS9n1wl0kUsT3Ll7/zd+C3v4VaDYaH4R/8A/i7fxeAa3c95pZDJoctcunvZ67gB4r7Mz7DBZNkXHJ4twk9Wt2/L/TnJIEf8mDWoy/7jNRFN4FlCo7tdYgixfmrDdJJyd6JP7Bg2Bawf8Jm17BFovXin1kMWCqGTI05XScg24GUgrHBzQfTq3eazC74vHo6ve2S83YwPrxaMms0Iz74sszEiM2RfVsvBzq2ZKDPIt6DXB6GulS5Fe7NVlHIW8Rjq5neMFQ03ZCYs4lQqafwvJBgZ/O/TeF5ER99tcxgwebl0zn2TibYO7l6Lv0gWqeRVakHzMw1OX44xXOHu3QPPUNcvl7h/MUSf/TuILt3Jbu+N2/cqXLpWoV3Xx3g4L40fhCR6iH/04nedszPn8hTKvl8dm6JP/7pCIYU+H5ELKatkl4+U8Dzoo7x8u6DOpevlTl8IE02bdH3hEfivt0plFI8mnG7bvP08RyHD2TWlQPnFz1+9f4M9UbA/j1pXjvb3w6sTp/Ic+xQdt22Ll0t0XQjjh7MUMj3eGcp9YN2I/54gy0gDMKuliq7R02GCwaJmOTxgs/nlzzOHLYZb72E12rRCAFIKFUjHi0EHJ6yt85pEFr8cm3Zaveoyfhgp2fY/HLAw9mAI3uc9ucr9jbX7vksl0NeP9Xd2ytmC1485nQlSEsh6G8R0V1PZ4xc9+leuLemfd3KbQgKWWOd2OaW8A//Ifzn/zk4Dly9Cm+9BadOwfPP05fRpb7JEfN7kYIAuPfI5btbHqaMkYzbOsj6Az2kK8K26YTk1KEY6e9Z3LL7PujsrmnA1dsNEHBo9/cf8CmlKFVDUgljQ06haXbqHx3bGyOI1I6DnjBS3LrfpJA1t1aOARxLkog/u7LxVmBZgtFBm0JuK24IikYzIhE3SCUMXtig/Hb+SpXFos/bL+V2LMb5JFb0p1bwcKbJ199Vef1sdkN7m3hMcuJQiny2+3WYX3R5PO9xZF9qQw2sXrBtyQsnMl0zZHMLLp99U+Tl5/Md+xgEiv4+m72TCewepbOrN6vEYloq4WmdIw7tS7FnMsn9Rw3uPazz0ulObtSu0QS2bVCu+Hz2zTLvvNqPUorlkk8+2/vcKtADVhfuUi5r8frLBWo1bavz3eUyt+9Vef3lAQp5G8eW/OytTsK8ITWp/lfvz7BnKsVP3xhat979e9Ls37Pedg10iTDRZc6QTpkc2JPG9ULuT9e5eafa5nGlkia0KHOXr1do1ANOP5djcdnH80N+8sZAV+FtHWT9sAT5H20ZEXSnYdSFC2GZot3d05c1MIi4/6izZBW1yllTIxZnjziEoaJci9o8BT9QfHejyWKxd3pXCsHxfQ57x1dfLFKKdX5hDVdRrIYdbbMzCwEffF1nICc5sd/ZcKCxzO58qvmlgC8v1ml6EY4teOW5GJMjTxd/n9zvMD5o8vl3DZbKO5yeHj2qAy1ovRwE3LpFoxlx9Y5LMvb9aG6BfrHemfboSwvG/4BlF4DlUsBvP6uwXA6QUjA1alPI/uHnQ4YheOVkgqP7YiyVQ0qVPwzZp1QJ+fCrCvem3W19zzSfjszueYrb910ezW29LL1nwuHs8dSGGduHMy4ffVV+Zp2ApiE4fjDRQTDvhekZl998vMzC8ubH1J+3GB3sbguzFn4QsVzamLvYcxt9NscOJsj2kCVYgZSC3RNx0imDxWVvXcl0dsHn3sNm+5y6XsSn54rMzm/9nhkdipHLrH+2HVuSz1rruEhD/Q4nj6Rx3e7XMQwVt+/XuHmnxl+9N8eN29Udcy3PPJdrBQyCphtSrYXcuVflg88X2ryydMpk/1SSoQGHU8ey5DIW5y+W+NX7cyyXendryk1EHwYKMaZ2JRFCkEoZWJbkdx/OrivlrWBsJI5tS8JIcHj/s8v4xWMGUsLVG1UO7Ekz1kPrq1zxuXa7widfLnH2VJ63Xh3s6XCiFN3LWH9A/IiDLaUtBzZhjdqm4ORBh327Ol9wj+Z9PjpXY6nVnj3YZ/LGqTi5FhG53oz45mqDO9NP304+MWTy+skEybhs+Xj5gGKoYFLIGfTndsZjeDDjceFak0ZTn4PNrHy2gnhMsmvY4vh+h6hVntgR/t7fg0QCDh2CkRH4oz9CSM1Bejjrc+1O86n2sxdMU/DCsSRnjiap1MNnNlBuBUIKokjx8bnqjlvct4teg4Js3QsvHk9y5tjTdbD5fkRpC5ySZMLg0J44g4U/bJAbj0leO5Pm0N6tZ++UUszMe9QbvScUvq9oNMM/KDF9Bdm0ycSIsyX9rMmxGPun4iws+Rvy0G7fb/Dep8sUy9tQLG0hGTc4sDvZMzP0JOYWPH7z0SIzc51B1OF9Sd59tY9kS8jS8yIWlzwqta3t08KSR7XefdlsxuL1s31kugSEN+/WuHi13PV5KVd8jh/K8OLpPNm0SaQUf/nbOe5PN9YtuxmEEO2J5KG9aX7x1iBeoPjy3DK371U7lk0kTA7tS+N6mrwfsyVqg+unEESoDS3XAGbmmpz7tsjeqSSjQ3FiPfxUG82QmXmXQt5idOjZ0Q3CUHH9VhWIOHE0R6aL1+PcQhPfD9m3J8XSsodi8w77H7iv58ccbOksxma4ed/jxj13nY5NLm0yOWa1S4oLyz6zi6uzSMsUDOQNUomnu8K3Hrg8mPHbKXPXU5y/1mB2MeS5A7E2DyMIVVfRwI3QlzWYGu3N5dgM5WrIcmn9i8uxJbYp+PRCjYWl7b+YAfhP/1OoVODDD+Ff/9fBcYjZkldOJnUXZRfC/7NCLq3Vmz/5psr1u92Dus26l3a63VdPpUgl5B/kxVCphfz6kxKPN8gKGMbTWyZdu9Pggy9LVOsb35+WKdg/GSOd3NrkoVgO+O5a9Zlci1TC2FYZslIL+fRcmTsPewf9uydivPtKrqeZcTd8d63CZ9+Unpp8n06ZnDqa7rBh2Qh3HjT44MvlDYPi0SGH4wdTpLfED1oN5Ku1gHMXSz2DnG7oy1mcPpZZR0Y3DNFRAkynTH72Zn8H7wr08/n+p4vcureqV9V0Qz76convrm5fJ+vl5/O8eDpPrcs9fO67Et9cLJGMG7z+YoHxkTiOLXdU5gxCxaPZJpWqz1+/P8fdBzUO7ElxaH8ao0eQ5NiSU8czDAzYvPfJApVq9/MshUCo7qW0KFLt5yiRMJgYS9BoRiwseV07YR9Ma12sidE4KD2x2CqKJZ9ms/e7YKnoUWuEHD+Sw7El1VqwLrtWqYUsLfvEbcnwoLNpZ+S/As2IP17OlkK32m4266zUAqZnPcKw82FOJSSHd6/yEm7c0zfIcL/WWUrEJC+eSOA8BXk2ihQPHntaW6bfpFgOKeRNzh5LrFNSvv2gyc37Hq8/n9ryYDU15rBrRHPMglC1LYe2iu+u1am7indeSq8bkPuyBs8dipNOSr6+VKU/bzE5us3Zj2HAa6/BP/tn8I//Mfy7/y4AZ49vXecmihTTsx7ZtNnhqbYZYo7g6L44ufT6R2SpFPD5+QqnjiR3pPmzEZIJg7fObi0lX6mFXL9T5/DexI66tITQTgnft//k+LB+GW4n6NgK5pc87j5ssms09kzJ3VtBKmHw0qkM2U0kNbbzPIWh4s6D5vdKuK83Qnw/6tAtApgYjZGMSzJd7vcVpJMm6d1bGzL8IOKDz5YYGYzRl7O4+6DB2FCMVGJr33dsyf7dvZ9zz4+YW3AZ7He6X3ulS4xrJ9Qxx+CF57Jb2odrt6q6k7eljp5MmJy/tMjSss8v3u7shHv+RI4wVO1rnUyYvP1q/44mAYtLLu99NM+Z53JtPqAhBS+czNG/Ts5AZ43f+3ie4aEYB/akSSetns+ZUr0Djm+vlHg43eDd1wdIxE1ePN3H49kGTTdsH2sQKu4/rNPfZ3PhUgnHkbx2tkDTjdapuK+F60Xcvltl13gCQwre+3iekaEYLz3f114mihSuFxGPGeRzNr98Z5j+Fm/u62+XWS76/MlPhzFNietFTIzEmBiNc+GSLiGvnP+lZY8Hj+ocOZDp7FZUQPT0lZunwY822BKAUhHqSU2CJ1DImUwMr/czu/fIxfcj9k3q0sNzh+KEYaeJ9IUrdaSA186kEWyfZySl4OWT2o3+0ZzP+St1Xj+T7kqQXeFxbHdAWwm0PvyqQl/G4LnDqy+4aj0kCBS5TPfb5NiBBMETx7wCx5ZMjTqtElJEPLb1rFsUqc5zFQRw61b7v9shoDbciAtXauwai3HioN7fmXmPgb713Iy1kFL0DA4dW9CX6/1S+0OhWgt4NOcxORrbMNhquhFCsO54UwmDt1/Kfc97qTWWet1DTwPTFAwP2FueXOwEtXpIqRIwMmh3vKilFIwMPttAu9YIiULFxETse+Mknr9UZrHo84u3+jvI8Mm4QTK+eRk1DFW7dBTbYIAV0M7uDA3Y/PzNARJbtATaCA8eNahUA9Ipgw8+X+atlwuMDa/XvbJtyc/e6F83uI4Ndz9G1w0JI0jEDZRS3LlfJ2bLDiuaPbuSDPUH6zJWK5pU1VrAUtFjfCTO5Rtlbt+r89M3dPCyVRTyNm+83M9gwebgPk0sv3arwjfflfjJ6wP0FzrfSUIK0ilTy0HYkms3K6RTFlMTXUr/ojdnK5+1aTZDzl8qUa4G/OT1QUaG4h3CoJWqz29+P8OJozneeKVfJxV6kNzXYmnZ4/efLfDmy/0c2pfmxJEsmTWTlChSXLlR5vrtGj99Y5BU0mR8dHW7xw5laTQCTFMShorffjhH3DF469V+Th/PE4SqHVjdn67z8ReLLeHV1ftCwQ8uxvyjLSMq1UPd7QlMjjq8+UKqnUkKI8Xd6Sa3HzS5/3iV45CISdJJo6Omv3/KYc+Ew0dflfnmysbeX73g2BLbkgz3W7xwPNHmhD2JbMrgwJTuhLlyq87FG/Wuy3WDFFq1+slZ7YWrNT6/UO0pqJhNG5t2RlmW5M0X0hzeszU+zL3z97n4f/kvaCyUIQzhr/8a/pv/Bt59d2sH8wSScYOXT2c4MKUfvKVSwOcXKk/FiUrGDV58LkV2gyzAZmi6Edfu1GhskE7fDMMDNj95JU9/X2+Ok1KKD78s8vk3pR1vZzuYmXf57JvSH4Trtrjks7jkf6+cqFv36nx2rrhpCXQFtXrIwtLO7q1MyuTtV/o4uPfpFMpLFZ/lUndi/IE9SZ47kt5W16FSinPflbh4rcxSyefDL5Z4+HhjzqRpSl4728eBPZpwnUwYO8oqPKmDOD3T5Pb9OoW8zduvFDZsFui1vSBYb6n22bll3vt4njBULamDHIODDq67et1HhmLs253qud4792t89vUylWrAQJ/DxGh82xnXUiUgmzbbmaLb96pculbm6MF0h9DoCkxD8OrZfg7uTfPwcYOrN6uUy93vP4HsydF0bMHcgothiFbpdv1yibjW93r0uIltyrYu1mYwDDCloFYPmZ132TuVZKCg38crgqn3HtaZaBHun0QqYTA8qJeXUjc43H1Y47vLZQxDdEwi+wu6We3ew87xT6AP6YekyP9ogy0ARW/D4SBQPJxptrICqw9XrR7x7bU6A3mTV0+nOmagQaj44Msyl27qCz0+5DA+bJPNmGR2MPt+8NjlcYsgGnMkY0POlvSqSpWQYjlAKUW5GvDeZ0WWir27kqQUPHc4ye7xzlnTkb0JnjucQEp4PO915StsBUYPdfm1cL2Ij74qsbQcMPnn/y9i+3ZBPg//3r8H/+gfwZ/+6Za3t1zyO7gnhZzZDpYLWZPXns8w+oyzEt3gBxGXb9S6EopLlYCL1+pdOW9bhRBi0+yaEIK9u+JMTfxhtLqq9ZClor8lPuTT4uSRNO+8kt8RN2ar2DeV4LUX8qRahOxGM8TfwHXi8vUKH31Z3HEQnU2bTy2/8NWFEh9/tdSV99XfZ7NrtPNeKFX8TUtepUpApRrSl7N448U+zdXZBlw33NSE+ElUagH/8+/muLXGJ/D541nefa2fRNxkdCi2Tihz0/3wIn71+3m+vVzu+Hz3rgQH9qx2l9ZqEecvlroGzktFr+v52r8nxZuv9JNJa0ub08dz29q/MFR89MUin3y5xOx8E6UUlmmQy9js251qr0spxQefLfDFuU4/xLHhOH/y02EO7O0utaDNmLtrTVmWQbJFuE/ETX79wRyeH3XcQ45t8PILBUqVgPvTdYIg4t7DWkdA2g2FvMMf/WSYWs3n4y8W1/G1EgmD0eE4Z07m28FpseRz/mKRatXn17+f4+tvi0DL8PtQhoP70qRTBqWyz9Ly6jUaHYoxNhxjbq5zMiCE+MEJ8j/aMiIIoghEj+xWsRzw+fkqp4+lGB+2qdUjchmTdFLy2vMZUgnZMWu5cbeO60XYlsBac1aFEJw8tPlMVSnFt1drJOKS/VMJnVq9qb3ARga3xnUKI50mfuFEqr3tKNKk+u286Pwgoukq8i3ZgUot5PPzZfbuinP8e/IFUwqazYjRvSNkz320re+GoaLeDEknTZRSfH6+gm0L3nk5v25ZwxBbap1/Fmg0I27dayAl68poA30W77yc68qRqdYCHs95TE3Enonu0Z5df5hAC2DvrjiTY6v7rZTi9n3tf9a/gb7STqCDLO0jV6npjMCz5mQk4quq5X4Q8d7Hi/QXbM6ezHVd/sCeJKPDsXWcyqdBGClu360x0O90lSx4EiePZgiCaEulyFo94HcfLbB7V4KTR7sbkAohePMlza+RUjC6Tbsa14v49YfzjAzGeP5Ebsvfq9UD/DDqmFBYlsR6imZVwxD05S3ST3Qc7hpbrYW5XsT96Tonj2YYGuw81mLZ57cfzHP4YJpjBzu5lTHHIOYYBEFEpeqTy1rbuh8NQ/DS6Tw3bld4/+N5fvnuMBNjcSbG4kSR4tFMg76cjeNIrfTe6l7+6ItFsmmL545mOXks13P9ClpmzOvHgkLe5t3XB1v70cCxJPcf1Ll6s8Jbrw60RVP3TqZIxEwKfTaPZpv8D3/5iF+8M8Shfb15poYhGB2Ok05Z1BtBR3ejEIKzp/rWfefedI0Ll4qMj+rjz63RDzNNyStnCgD81//9PZpuxP/2b08hpe7k/Pk7w+ubABSoHzSv9aMOttAS/j0yW/mcyWtnMuSzJnfuN7l4vca7r+TJZkz6umgfzS/5eJ7i0N74ljuA1iJSsFjy8QK9bikFrz6fadeZl4o+qYTRs3U6jBS//7xIPqO7kFaQy5j8/PXcth76Kzfr3H/U5J2X8y1RRMkrpzOkdsiNCSPF5Rs1+nIWYz1ahGOO5J1Xcjviqty8V+f67QZvvpQjkzI5cyL91Eri3XBvuslS0efE4dSWSOWZlMlbL+dIdLkfpBQ9hRtnFzy+u1alL29RyH2/yedyNeCTr4o8dyTFyODTe74JIToI3q6nr/3wgP3Mg60V3H3Y4PylMm+/0kdf7vsLpA0pmJpIdPBNnkQ2Y60jnz8t6vWQ765V2e9FXYOtKFLcn26Qy1jkshaF/NbPQcwxOLI/TX9h4+90ey6DUFEs+ZsaOZuGYHwkvum1abohH32xyN6pFLsnEtx72EAoyD/Da2oagpdO9xGEihu3qwwPxtYFXp4XMjPXJJ9Nr+OHppImJ49lOvhAK1guely4XCKbNrlxp867rw9s61oADA3ESCZMdo17JOIGfhAx/ahBECm+OLfM8ydyHNyX5uVWsBGGijDolNip1QM+/GyBowczTKwJIoUUmyht6fVNP26SS1vE4pJ43Oi4toYhGB6KUW8EKKXvzXJ1a/p06ZS57lz3wv2HDaZbpernjuZ6LufYJhJ9vYYHNdexq5q+ANQPW8j7EZcRW66cPWBInQGxLUkiJphbclnqIe4G8OJzGc4+l+arbytcvrF9fpYhBW++kOP5o6tKz8mEQSJmUK4GfPhFkRv31uu2hJHi8ZyL60bk0ibJLgHRdgItpRSFnMmBqQROa3YuhGCwYHcNGraCIFBcv13n3MXyhoa6OyUFD/U77JmMt2fA/XmLvjWBzI61vp7AUtFndrGzFbpWD7lxu9azDJNOmtuzKgImx+K89VK+a1C/ERrNkNkFd1uCikLoAej7siKKOZI3X8xz/FCv0sbTY6Bgc3hfaouWJfB4rsmvP1ygukVtphVIKThyIMV4D5HFneD2vRoffbnY1aN1BemUyTuvFji4t7sKfNONOHex1CFzsFUYhuDgvtS2gwKARzMNfvPBPHMLGwuKGobg5NEsu8Y6z9vikse3l0vtMpRS+l2xon14/FCGN17u39HkdTNculLiv/rvH3D91noZiHTK4hfvDLF/z/rzbRqC/XvSZNIWi8suX3+7TK0laeH5EcVyQF/O5sThTFe9rq0gldTmyxculvjL387w5fll5uZd3nipn13jnWx0wxC8/doA+YzJVxeW22W/bq88FWnx+LWPehgqPv5igcvXdVlVCP3M2rYknbR44VR+XfPNzdtVfv3+HLYl2DUWJwgUi8vdS6ugJwNfn1+vE7YRDu5LMzoS49K1CucvFnsu98c/HWZ4OMav35+lVOkd9EWA6KKc/4fEjzqzFUZqS6lFJQX1xsbCjCv6Ly+dznYowC8ue3xzucrpo+lNDUx7DcrJhMGJwyn6u1iJFEsBH31V5NTRNKePPf2A9uBRk/OXK7z2Qv6ZSQI4tmTvZJzb9xvUGuGOX0K9sFG321LR59NzRV54LsvgJrP3zXDicIow7PSQm110uXClQj5nPbPMjWmKHZnd3rhT48adOj99o7/nOVZKMb/okUmbxByDdNLkJ68XnnaXN0QqaXyvCfxMyuTIAT0wLhV9ZuaaHNiT7MmXiSLdMv8H8JHeFI1mSLWqO+E2eipyGYsgiLh4tczwoNMhA5CIG7z5UuGZmDSDJpDPLXgMFOx1Zr9rMVBwOH0iu6PM0+O5Jn/xmxnd1TkUY8AxiMcMfv7WYHtyuLaE+zSIIsXla2WyGZvhQe39WSjYnDmRY+/u7gHsRp2WoHlb/+OvZvDciNGhOMmEydBAjD/5ydC2eWTd8O3lEg9n6owMxtk9mSSVNDcMOj/5apHpx02OHsyQTJj80bvD65aRQoGAqKX/4PsRH3+5yPR0o012l1IT7pVS/MWvZ7Asyc/f1jY85apPpRow2G/jekn6cjZ/+otRGs2Q334wy7HDWY4cWC0nXrtVodEIOXowzcyCS4Riz+TWjn//7iTlssfNO1V832nbmK2F60UsFz3m55ukUxbZLuKnKxA/MDkenjLYEkL0Af8tMAXcBf6WUmr5iWVOAv8YyAAh8B8qpf7bp9nus4KKFJsoP1BrhNx/0OC15zPsndpcSXttQKSU4uOvi9x50HwqrpPRsrBYi4Ull1I5ZNd4jFefzz0TJ/pqLeDLb0sk4sYz4ZyUKgHlqs/4cIyjB5JMjceeSaBVr9dJbNJvfOd+gxv3apw8nCYR255gZTeEoeoq8LlrJE4ubT2VtMFKJupp+UZ7JhP099ltMnc3lKsBH3yxzOG9SY4e/P6yTWvx+TdFGm7I2y8Xvnedm0ezTW7cqTExGied6n4Pjw3HGB1yntm+1OoBH36xxNH9aSbGtpf1OnIgzeH96S1ldZtuxI07Onv1pObSTjJTvTC74PH+Jwu8+XKhaxav0Qy5fa/G7l1JDnTJ/mwF8ZjBgT0p9k0lOyYp3a5Jqewzt9Bk92RqQ9mXbgMyrOiXNRgoaK+9UsXn528N8ac/37kzQsyWHNqbYnwkwXCra/H9TxfZsyvRzogtLXsIyYZ+hb2O48vzy8zON3nrlUGyGQulFAtLLtm01TUAPnE4y8RYkpm5Jo9mGrxwqm9dJ2SodHJh5dMoUtTrISeOZTl2aDVIuny9TMyRnD6R60gAXLtZ4e79On/8k2Ecx+C3H83zzqsDJBImJ4/l2h2DK1hYcqlUAo4fzvKzNwe3XLn4+tsipqHV/sdHE7x0pvO9sTJhfDTb4OqNCicOZxkajG+4fiEU4g9lcNsDTzui/vvAb5VS+4Hftv7/JOrA/0YpdRT4BfCPhBC5p9zus8EWQt3Hs00+/LJIKmluqpxcqQY8eNToGDz3TSb4xZsFhvq3b2dQrQdcvFbp2tl092GTKzdrhKFWdl4bHAVBtCMFaiEEuYzFySPpLc0oXS9ibtHrWba6frvGue8qNN0Iy5RbIvduBX/zb/5N/vk//+cbLqPLY5JM2uLtV/p68qO2gjsPGvz17xe6KmCvZKGeRhfp46+W+fTr4o6/v4JUQndobbQv6aTJiyezTP6BuhMBMmmz6/lvumFPiYKd4tDeJO++1r8pN6QXUXineNKsvFzx+eiLxQ1LGyv7sdV7J5U0+ckbAxzat3mAU2+EXLxW2dBOaAVKqY4y5mDB5s2XCgz2eGctl3y+u1ru6Zm3FeQyFm+81M/ocHxdgLRU9DqkQx48anDhUpnaBmXfy9cr/PqD+a6lLMuS/OSNAZ4/kWNkyGHXWHxHnM7L1yv87sM5giAikTB5+UyBibHW/guBIaHZDClXtH/kx18s8vm55c1X/ASEEPzpz0b4Gz8dxjR0sLlU9PnNB3Pcud+9VJxOad3ASi1gueh3pWtIREsoVf/NcQx+/vYQxw5l2tcgihS//3iBv/rt7DqtqiMHMrxytkAQKeYXmswvutCiIRzYm15nq/Pi6QLvvj6IYeh7fCt0CqUUN25X+ODTBV49W+DlMwVMQzC/6LbHwWLZ53cfzeH7ihdP93FgX4ZCXuuE9SrHa9LQ/397I/4Z8E9bv/9T4F97cgGl1HWl1I3W74+AOWDgKbf79FAgUJt6U+YyFnt2xVlYcjfVDrp1r86XF8panDBS+EHEkf0pDu7ZWVZruehz7VaN8hr7hUbrhjp+KM0bL+XXZaA8P+I3H+3MkiKZMHj31cKWidJ3H9T5/WdLFHvIFxw9kOLVF3Jd09+NZsjn3xR3NNj+R//Rf8Tf//t/n4cPH/ZcZmoizjuv9HF/usEX54tPxduK2YJ0yvjelNa3Wy6JIsXNuzX9stsmpBRMjMa3rORdrQebcnI2w9EDaU4dza4bVC9dq/D+JwtbCgi2CtOUW8qeNpohf/3+/I54Tk8imTD52ZsDHXIITTdiYdGj2Xy2ImDppLmlMlWx5HPpapnimuerVg+6DsKXr1f4q/fm2oOZZUnGN9CIGh5w+MVbQ4xssytxKyhXfH730XwHl+rA3hTvvD7Q0XjgepHmMi1oErVh6IlPryc0HtPGynsm/3/s/XeQZHt734d9zjmdc/d09+Sd2ZnNOeccbnwBAgwgBBliklimBbNku1yiaUtilcpVVNmGy1LZklmCTBKgRBVFESKAN9ywd/Pu3Zzz7uzMTuyc00n+4/T0Tk93z/TMzt5L1sUX9b647510+oTfeX7P8w0utmxovBebIZYoc+Nuss7aoEHkpuvkCwoWs8CZY2Ei8TIXrsbQdTi4J8DeHY2K6HYQClrZtN7L7fspzl2KYjEL7N7up6eJKevUTJHv7yaYnimxbsjFZ6c6W44cBYS6t342p/D9nfe8M1EU2LPDx8Z5Xe98QUEQBPJ5ha++m6FY1ujwWxbsNJbLKvFkhZdvMvzi22kKbcQ1CYLAnh1+1lTHuzrGxOX8lShPXhj3hMdlZv+uABvXulm9yolJEpBljX/9qynOX401/8U/9gyRDy+2OnVdn6r+8zTQudA3C4KwD7AAr1t8/W8LgnBLEIRb0Wj0Aw9tERiq8UVJc8GAhV1b3CRSKsWSWuteNescrR92cnSfH5fDxIOnWb65nPig3LbeLhtnjgZrXKNiSeWby3Eev8hhtTR/qUiiQIffhCgaI5XlQlY00pmFC6G+bjv7tnvxNBmhVSoa7yaL2FtwH4oljZlouWWO10LYtWsXf/fv/l3+xt/4G2iLOFoWiirpjLxgQOti6O60cXRfYEHOxKPnGW49SC2rW7Jri5cdm9uL6AGjoH78IsfI+NKDbpeKpy9zXL6Z/CDz1VYYGnCybZN3RW0S2oUgGC7ji+22y2WV+DJMSsNBK1+c6aQztHhHu1BUV7TLBtAVtvLpiTBdVduYTFbmq/MRXrxpJCm7XIaUv91kBlEU8Hnb6+bmCwq/+HaGsYnWJsvlisbYeIGKrOF0mNi+yVtnxWAxiw1KxkpFZWKqSLLqH7h+2M2pw6EFOWbtwuiu5HjxOsfEdJFS2VhjNq1zc/pouK7YnYmW+fk300zOlKjIGuuHnezc6kUUBYId1g8a774ayTHyLs/gKqPw7e2yN4hANE3nxt0k+YLKySNBbFapNVdRNz7bXOpMLi8zMVWkWG0Q3HuUIhS0cfLw+7Gfrut8dyXK1ZtxQkEra4dc7N7mY+92/4KF/7MXWS5dj6FpAi6Xqa37pSJriILAicNBrt9KcPVGHIddYt+uQC2+SZKMGCWnQ6oVcJIkkExXmJxuviYKwuJKzI+NRe9MQRC+EQThUZP//IW536cbq0XLFUMQhG7gD4G/obfIyNF1/R/pur5H1/U9odDHbX7p1c5WK1PTWUQTFbpCVs4e7cDnMVe7V+mmu3G7TUIU4euLMSRJIBxojPlZCvIFlWevcuSqAdMWs8hgn71uAS/NM5STJIG9233kCio37y/PyVvXde49zvDt5XhdV20+nA6JgT57045POqvw4GmWSIvuS8Bn5tMTIfp7lrc7/nt/7++RzWb5r//r/7ru36cyMk9eZGvt5O2b3Jw6ElwR0upclCsa316J8abaGcnlVbK5lS9ImsFmlTh5qIPtG98XaJrW2sbkQ7Bh2MXB3b6WBZGu6zx+nuHV26V3iPxeM8MDjiWNYPOFxlDa5cBmlTh1OMhg38K8naevcpy/FiO7ROUi0JZ7eCxR4ZffzfBuYmmFs6JoC5pJzi+IbDaJwVUOQk1EIgO9Dg7uDixYqGiawRmSl7F5FEVqfJn7T9LVF/D7ezUSK3Pp+zixRAVJElg75FrUPmMhxWAzZLIVxsYLbdErFEXn6cssmqbz2cnOlsdSLqu8fpMj2GHF5TBx7mKEt++K9PW0zwWTZa3lGh3qsLJtk4/NG7zcfZTmm4szVGSNUkmtdShlxWB+r13twuM2ru3b8QJPXmQa1gNRENCFapehit5uO1+c6ao5r49PFonESuQLCtdvJ0hnZARBYPN6D+uHXfi9FrZv9vH8VY6rtxNE4+VaV2w+1q1xc3hfB+uGXZw4FKrz12qFRLLCpetRHjxOEw5aCXZYjei0PkfDmPLtWJ4/+2aKSKyMKAr85hc9fN5EGABGJqT4b7rPlq7rZ1p9TRCEGUEQunVdn6oWU5EW3+cB/gz4P+u6fn3ZR7vC0PSFq810Rubri1HWD7vYvdUw/Fs/7KS3y1a3w3j8IovZJLBuyIWmGw9QX7dt2TwhTdN5/jqPompMRUoM9ttxuwwLgbkS+smZEjfupTi8N0BonhJu6wY3pZK2eBp6E8QSFZ6/ztHXbce5hPFWJF4mnpRZP+QkGDBz+kjHggqR5RzbLNJZlb//n/5/+Ft/7VPOnj3LunXrAJiKlHn2Ok9vlw2vR0QQBD6g3l0QmqrXFG2zJpc/VNDp3K6mquqcvxbH5zEtyTSyHSzmjaPrMD5VxukUWTP4cQxv5+LOwzSJlMwXp8Ir0sVYDKtXOfC6zUt6DpYCh12ir9uOp00+4ywJ/NaDFPFEhU9PhNvaSFjMIjsXMLxcDPFkhW8vR9mz3b+k6+x0mGpqNjBESYqqI8saL9/k6Om20xm0cOpIqGkhuBAWUwzOIl9Q+Gf/chxREPidv9SH27XwuTabRU4dCWE2CQsGLL99l+fu4xRnT4SNGJlu25JtKi7fiFGuaHx6orNh7Qj4LbVCr6/beAdUKhrnLkUY7HeybbMXq0Xk7InOmgCoXFa5ciOGzSKxbtiNac7haLqKiF7HVzNSKKTa5z57ohNRhBt3Ejx5kaW/x4bXY67LiARY1WfH5zVz7WYcl9PEqaoh6lzMXztU1QibXogyEeqwsma1i1cjeT4/3UXAbyESK1GpaHVFbC6vcONuEovFiIICCAdt6LpOsaQ2XAdBq9o/tPzLHx8fKg3718BfA/5h9f//L/O/QRAEC/CvgH+q6/r/9IF/bwWhG6amLb6qaka+Uqmk0jWnk2S3SbULqao6I2N53owV8LpNrBtyEQpY+PxUqK2XrqYZoa5+r7nu5lAUg5PTGbby2YlQw6LybrLIk5c5tm5w0xmyNo1scTlMuJYptpmOVTCbRXZu9jR05rTqYtls1z4+WeLdVInBPsPY9WMaTEbiMprUy9/7P/0n/O7v/i5XrlxB0zS++cU/4d/763+7ZZGn6zqj40XcLtMHtfitFpGzx953X1t1ZxRFayuuaLnI5hWmZkrYbCL2H2EcJ4oCJw51IP1Af3rTOjeFoorZLKJpOs9e5fC6TfSuoPfVXHjdC0vKwRh9lCvaogKaZnDYJfbtbI/Xky8oXLgWZ8t6N11hI3z8YwVWz4fPY2bPdj/dYSsVWSMSK9MZtC654J11OM9kZV68yZErqETjFfbu8K5493kWArCqz0Ffd/0YbnyySDavsGFNY96hy2latIuXy6mG8EmHX56b4djBYFOz04XQ121HVvRq2ofxNpp7TS9ciyGJcPxQiD7sKIpGb7edUNDCm7E8VrNYd++nMjLosGVDoyGrAGgILbt77yYKaLpBX0mmZIYHnXUcsbnH9/RFDlXT2LnV19Joe+7PiaLA05dZXr7JcfZ4uHYddF1nbLyA12PB5zUjSQK7t/kZGnDVsiAfPs2QLyh0d9rRgbHxAj6vmf4+B6v7HXUZjSOjeW4/THHqSLh+fReovvJ1fqyS60Pv7n8InBUE4SVwpvq/EQRhjyAI/231e34LOAb8dUEQ7lX/s+MD/+4HQ0BAX8B74/u7Kd68K7Jvh78u3mXujZrLK9x/mmVVt52Du3xMzZTI5ZW2X6ypjMKlG0lGq9wbVdV59CxDMl3h9JEgOzZ5Fty9ed0mDu7ytyQ7a5rOxHRpyXybUknF7zU3NYl89DzD1xejTUcYWza4OX24Y8VMCKPxMtduJ5oe/7ohJ2ePdvC//9/9b/H5fPzDf/gPKZfL/Mf/8f8R9wJO9xVZ5/6TTFPuykqjVFb56sJ7YufHwPhkkftPMmxa62bT+vZ5XyuJpy+zPP6In3EuOvyWGhFdUXXejOYZn14+N3El8PBpmm8vReru01ni9EqOdgXBIIFLksBgn4NtG70/WLFlNhudS6fDxEzUIIG3K9BIZWRG3xXqzoXHbebs8TDrhpzYrO0rMpeDsqxxcHeA7fNEGmOTBV6+yTbN8cxkZX7x7fSCAoptm718cbab7i47Q4OuRTtmzbB2yM2mdR50Xef81RjXbsVrX5NljYDfXLdplSSBYMAw237yLMPLeeuYwRXsYs3qRlsXw/xAR2jy1ssXDBL6gydpTCaR08fCHN0frDtfF65FuXzDOL6hAQfDA076ex0LFphPX2b55XczlMsq4aCFgX5HbaKhqDqvR3Jcv53g5cj79cNmk+ieo6revyvAsQMhJElgaqbI1+dnmImUOLSng+7O98Wgruvcf5wmna40drYEnR/Z0/TDOlu6rseB003+/S3g36/+8x8Bf/Qhf+djQBcMc8NWxOkOnzE62Lz+/a5nfMqIBTm2P4DHbcRynDzUgctpoiJrXLmZwOsxcXhvewaDPo+Jo/v8tXFjRdZ4M1agIusM9os4xea/o7/H3lYQbCpjyM+3b/KgVbMHd27xLFoM7t7qRdebm6z6PBbKZaNbk80pNTNXMEYVS025XwjpjML9J5mqQ3x9G1sShdqO5g/+4A/YtWsXX3zxBR6Ph6mpKXp7e5v+TqtF5PiBjkV3YysBSRSw26W2xx3LwfCgk3DQ+kE+Xx+KVFpGFAXyBQWbVfognuJSYJkz7vkx0d9jmFrOHYtPRcpcvRnn6P6OJXc7WsFhN/HJ8cZxzSxiiTLReKUuUHmlUa5ovJsosHWTu6U1xHy8fJNjbLxAqMOCY87GcLY4OXt8QV3VB+PGnSTlisqvfdJdt/bt2e5HkbW67lyhoPD4RYaBXgc+78KedUZOo/Gzzcb3mazM67d5Nq51t+Qrzfr3CYKA12XCVP198WSFi9di7Nvpo7f7/YiiWFS5dT9FX7edE4dDDddZEAQKBZVSSa0rRKpfBQEUvfHeePwsQypT4fhho1s/v1i58zDF67cFdlXpNEMDThbRJpFMVfj+dpwOvwVBFAgHbYSDNrI5hXxBpVRWuX4nyaZ1bjasbb1RtFhEiiXDTiMWL2MyiYSa3HuVisZ0tER/j73h/atp//ZbP/xbC0GfrfCbX4D1wy6cdpHrd1K1EGdTtbCYvcFnyekWs4jDLrFtk4eZSIU3Y62VN3MxG+o6e2MLApw+EmRolZ3zV+M8fdW8+5JKGwqSxeDzmDm6v4OBPgfpjEIiVVnU6gKMHdVUpNQ0vHpVr92QMwsC56/HuXU/tfgvXCa6O62EApaWzv2qqnLixAnOnTvH7//+7/O7v/u7DA0N8erVqwV/r89rJp6scO5K9KOo7Gah6Ya0Op78cEJ3K1jMorGYCUbxOz5V/ChE+YVwdH8H2zZ5+Op8hGevP37HcC4cdompSImvLsxQKLZPYi9U1VcrgXDQxoY19cakbpeJ1ascbUcIzUU6Iy/L1mN8ssjTl9kG0cxKolJRicTK2CytVW/zsWWDh+OHQnWFFhidjas347wa+Tj3TEXW+OZCBL/XzME9jYa6FrPYcEy5gsrbsQKFksq2Td62C8pmSCQrPH+VZXS80PSZfD2S4xffTtcI5rt3+NleDQM3nmtzw0bN4TDR12NnYrqIJAlNpwjXb8c5dznacH8L6Oia3pQons3JBHzWBjuP8ckCk9NFzJLAhjWu2hj4/uM0X583OlYLxV4FO6wc3NtRtwm/fjvOxetRAj4zJw6F2LzB21Aclcsqieq6+eZtjm8vRUimZNYPu/nybFdtRFguq/zyu2levM4iigLbNnnZsqExUH32bf8DUWqb4icb11M7+S3mt4+fZRidKCJJotH9kgS6wrY6l9xHz7I8e53jNz7txOU0s2bQiFVYjnnnyFiByzcSnDrcQXenje2bvXQ0iecBg5AfjZUJdlgXJJnPFnNgELh12ssfnJgu8f2dJKePhlouNiZJYOt6d02lNvKugKbqDK8gSdrpMPHJiTC2Fp9RkiT+s3/wn/Mf/Uf/B3StQigUIhqN8urVK44fP77g71bNcE1dAAEAAElEQVQUnWJxeeav7cJsEliz2ol/hYOJ50PTdAQBXrzJMTJW4LOT4WW95JcLSRJw2iVWDzjp/MBIpGVBr+5c27yUqbTMd1eibN3k/WikfrfTxO5ty/NYuvc4RTIl8+WZriVxojav9+B0mhgZzbNxXSPfciUwqwJs1sGenC7y7HWOAzv9dUXMXJ7rXGiaTjoj1zrUqbSMwyGtaHdcR8fjMRPqqF/HJqYK2GyNvM1w0MqXZ7qYnCny1flpTh0JE+xoXANneUgLYVWfg2S6wt2HqaY2EFariMtpaqrmtttE1q1xc+VmnIN7OuqOP9hhZWyi0JQIDtAVtjEymidfUOsI6rogIIgizQ57/+4OZNkwn5ZljbfjBbrDVu49StdI+HPhcEg4nRIv3+R49irLyfkcKYwA8Z+d7W74W9s3e5FlHYtFoq/JhEbTdC5ej5FIVvjZJ9309TgwmyU8HrPR8HCYmImWuH0/yZ6dAcySiCQKmM0ih/cFGz8cNP3MPzR+ssUWul712GpcoTVNZ3y6hCBAb7e1ZTVss4okUxWyOQWX01xX3CwF5bLKyzdZ4skyNpuIKAoMDzRnt1dkjWJJYfUqx5LUfIstvPcepxEFgW2bPPR22zl+UCKwCIF8sP/9MY6M5qnIOkMDjhUlgy9GOt62fT//l//8XzE9do7/5//jP+Pt27ecO3eOv/W3/lbte4ollVdvcrWMMTBUZgN9C0c8LAWZrNyQOC+KApvWftxIHF3XuXg9js0qsm2TtzrS+nhjy1Ywm0V2VHflqYyM3SZ9kNp0KVjV56gF9FZkjWu3EvT32BtGz7Ow20T6e+0rEnG1EIolFZtVXPLzsH2zj3JZa1lozURLSFUfp7kwm0WyOYWxiSLDq13YpY9zH7Qai8uyTj5v5Dy2g0xW5vjBIHa7RC6v8O2lCMODzlr35EOgaYaIp9mIUlE0bt5L4fOYOXG40WLI4TARDtnYtN6Le444QpY1xqeKdPgsXL4ZZ7DfUZcFOB+iaDirez2WOvuIWUVpX4+jpU3E9dsJZqLlOjPl2Z/zecyoik40Vq7jc8XiZXRg1zY/a4fcuOZxVwVdB42mflNz1613EwWu34pzYE8Hxw+Fmrrtd4Vs3H+c5t1kkeFB15LUuuHgwu/Il29yvHqbY92Qu2qnJDTdPOYLChevxjh+KNhQTM+HrletL37ESeJPd4woCsbJb/Y1ATasceHzmHn+Kke+hcO132tGEgwbAmBZ45t4ssIvzkXo6bLxW7/eQ4ffWivgmkFVdcplHfMCL7JyuXVsQSuk0rKhZMHgNfV02WpqFlXVuXYrwfMFRkSH9gY4voTsu0isxOMX2aaO1ktBh9/CpyfC/G/+1/8rnj17xu/93u/R2Vm/wGZzCs9e5xv8mVaq0DJ2YnGu3156NMdKwGGXsNkMF/pwcOUy/5aDQlHhq/Mz3Lr345wLXdMpFFUqC9z/VqvEnu3+j6qWjcbL/OLbaSaXQd73ecwtzVCN3LwUtx+kmn5920YPnxwLrZhIJRIrcf5qtKWX0lwM9Dv48kznolFJYIQaf3c5ysuRXM1+YMsGT52Z6XIRi5f506+miM0bxc5ESyTTFUwmkWMHguze3rrz6HGZ2bLBU7dhiCcrXLsVZyZWwmmv5+hlc82TFpwOE0MDztpamkxV+JOvppiJLnxfhIJW1q52cfZ4JwG/hVi8zJ98NUU8WcHvNXPqaJjBeXYMt+4nOX85QrmstVgHBIO3tMDyUCqpfHslgt0mMtjnwO0y1an9ZjE+VSSRrBAOWtmz3deWh1Y7KFc0HjxJY5aMzWOzNTqRrHDrXpLd2/1NlfhNIeroPzJD/idbbOk6qJrWVKFQKmvcfpBC03XOHAvVpN+FYv0DFfBb2LXdT6jDwvPXWX51PrKg0WAz2KwinSErvV12ejrtqKrOpe/j3Lrf/GVlt0l8ejLMxnn5aMWSSkXWkGWNry9Guf0wvaTjOLq/g8N7A02/pus6mZxCcYFYFZu1+aigFcanSrx8kyUSKzPWgtPQLjxuQzJssVj4L//L/5Lf//3fp1RWa9LtUIeFT06EPpo9gCgKrF5lJ5Up18Wj/BDIFQyVz7aNP44ScT5sVglVg3dTxaacv4+N2Q7b6v6P7/k1i2JJ5fHzTF0cicMu0dPE8Xsp0DS9YTMiCAKH9wU4sLv5s2oyNfKQlotiSeXGnSTTkVJTxV4zLLaBiScrlMsqLoeJXdv8Nf8mSRJYv8a9aDe9FaZmitx+kDKsVkwCDoeENEc4oSgaV28luP/IWBcDfsuCRaGmGWTsufdwqMPKqSNhBvudHD8UZHjw/Rr84EmKS9/H6tb/Wc+rqZn3/FpRFNoSkawfdrOtqp58/jrL89dZrBbDNFsUBcLB9xSSTE4mX1A4sLsDRIHLN5pH1uhGhCPNLMWLJZVMTja6WLqAw25acITdHbbRGbYyNV0iElsaJ7Uia8xES00pHFaLyPbNPkwmsY6XXC6rjI7nkWWtxrT2eix8ebabTEbm6wuRhQ28NRG9iTDgh8RPd4xI1cK/SRfAbpM4ss9QFM5dLJ++zPJ2rMipI0GsVhGH3cSBXcbuKJ2pGDf/nN+Xysjcup9i91Yv/ha7aKfDxME97xdOSTKyqSzm1oXLfP8URdH49pJBODywO8CqPvuiDszzoes6dx6m8HktrJvnymwyiZw52rydvFxs3eBh7ZCLJy+yTEwVCQWtK7Ybnz0ffq+ZQ3uNbttiXkkfis6QjddvCyjtzlBWCG/H8jx9mcPvtTRc81xeoVBUP4jku1SIosCxAx2USuqC8S+appMvqLic0op24lIZmQvXYuzY7GXDRx7h1v5mWubh0wxej7lW6DgdppYFUbu4/SBFKi1z6ki96szv/WF4ccWiSlnW2LPdv+T1pBmyOYVzlyJ0haxs3+JbUX5nNFZhfKLAxrVu/F4LZ469727Lsoaq6hzZ19E2HywSK3PucpRDewIMrnKi6zoPn6VxO0x1vN1ZbNngZXhQrTNBrcg68USl7vnzesx8cmJh9eXz11kkUajlA85EyhRKCp8c70QUDZ+sVFqu+VBdvBrDbpc4fTTM8YPBlqOymt1Rk69fvxVnZCzPX/2Nfv7yr/ViXeA8lSsaE9NFslmV1QPOJZl3y1XRwnSkxK9/2t2UD7d2yInHbaq75yani/z82xl+9kk3A32OOi6YpuuoVdLmrPP95vVuusLvN9eCoP2o5Hj4CRdbNXp8iwvQ7AW1drWLzpCVR88zpDMKn5187948NOBiaKC+SCkUVd5NFNiwxoXf1/6x9TRIduuRyRqp7rMFnCQJDA04cVfzp7ZtbFRjLIRyReObixFmIiW2bW7+sytNtp2VTa8fcuJaYVLsrA+R02VicrrI4xdZDu0JNG2HrxSCASs/O9vVcmf/bqKAy2lqWXQvF2uHXHSFbXjcTTzRnqWZnC7xxZmuj2o/MR+9TcJy52Niusj1W0mOHwq2VQwqqk65rC56DT1uM/t3+X/QAjMctHD6aOiDTHKbwekwoes6qXSF7+8m2bczQDDwwwkQAn4LG9e4lkxJaAWnQ2LHVh+37ycpy4m6guhDsXmDh3XDLmw2qYG8fvN+kkSiwmenOusUlG/fFZBllbVDjUW532dhz3Y/4apth6rB5HQJn9fM8OrGiCCvx1wrDhRFY2yiSFfYxuenuzAt0ZpkZCwPulHED/TbObQ3YHCOqp9pKlLi4rUYxw4G6e2ys3WTF4vZ+JrLYWotudO16gixsdqy20RiyQrpjNw07HouHj3LcON2nA1rXBzaG0Bcwi48X1B5N1mgp9NWKxbnQxCEuoI2k5XJVG2GSvPU46WSyvhkkY1rPVitEuWs0eWT5frPaIQJ6n+uRvwxoFeddNsNKP7+ToKKonN0XwfoAvmismgBoms6ZpO44n61N+6mKJZUvjxj7HQEQWDTuua7+ExWZjpSMngDLaTakmg4Za8ZdLadNbZUjE0UqFS02m5tFrFEhftPMoSD1kVJju1CEAQ2bzDGauOTRSoVbVFPmJVAq0KrXNG49SBFZ9DKob0dDV/P5RVkRVtWx8Jmbe3jtXGth/5ex4oVWoqiIYorY0Dp85hZM+Rse8z27EWGl2/znD22sNLSVA2p/SHx6FmW8akiZ46FsVpW7mmffabbtWz5GJiOlKlUNNavcTd0INMZmRdvsmxe3yjdbwZRFFi72oXb2dw2Ip2RiScrDPYvLS8TjA2WJElMR4rcuJvkyL5gbSTZ22XH4zQ1rNcjozmKJY3hQVfD37NaRLo7bUzNlBjsd2CSBM4cC7d1XMm0zPVbcRwOiXXDnpZrcyucPBwmm5W5dD2OZDKSOdYPu2pjvYDPwo7NXgI+C9mcQnenrbZZvXDNyOVt1j3TAfTm+nsdAbfDhKOFuCaZqvD0VZYdm7wMrXLweiRLsawtOJqbnC4yOl5g93Z/7fhsVQWm32ehUtEoFNWGzMP5ePQsw+R0kTNHwzgc9cW0pkO+qCLLKtmcwr1HaY7s6yDgr3+XGLfuj0uQ/8kWW6KwNEL7y5E80XiZfTv8TeWq8xFLlJmJlTlxqKMl2XW52LbJw637SV69zTeM/OZjfLrE4+cZwkEbPq/YNBLCZBI5sr+xCGgXs9YDC42D3rw1pMhDA866v93XY8dmk+o6PncepMgXFQ7v7fjgF3tfj53eblvboypV1Xn5JkdnyLpiXSirxSDktgpzvnkvSTan8MWZrgVHb0vF3N32h6JcVvnmYpT+PvuSO6eyrGEy1UcWuV3mJWX1dYatqBotz+GPCbdLIuAzL6n7q+s6399JYjaLi+ZZBnwWvjzTPGB3qXg1kiOZrrB7m7+tZ+vw/mC1I9D4vamMzNh4kf5eR1vF1izmjnfmYmQsz8s3OUId1hqfStOMOBe/r3FM3gwmk4jdVs+JGpgXNq7rOjPRMju3+rBaW0cevR0v8ORZmoDfjMMmcfVmnNUDrjoVdjN0+C2cPBzi3qMUudzSOJyyrPHoWYb+Hhufne4kFi9z7Vac7k5bbURtt0n09TjQVIMu0dNpY98uY2S9cZ2ndWNLp6rAb4TVIqLrOoWCit2qNmRCZnIKMzNlHpsydIVs/MUve9FaGF/PIp1VGJ8qIAqwZaMXp8OEzWaMOx0OiRt3k2RyMl+e6W76ezI5GQGBrRu9rFntolhSOH81xqkjoVrny2GX+OK0MVF49TbH7XtJerutDcXWbGfrx8RPttiaPfntnv+j+zuIxcu8eJ2lWFLZs33hxWomWubtWJ6usHXFr3HAZ0YUBGLxMoP9jgVHcGsHnXSFrLWW7ZVq3MLRA839SJYKXde5cC2G1SJxqAXBHuDgngCq1tj9sVmNIN65v69YUpuSOJeLpXCCiiWVu49SeN1mPmkz5LcdLDRi2rLBTbmsr2ihtRKYW5hLkkBHwLJk7lsur/Dd5Sjr17hYN7x8DlWow0aoY2Wc2JeKZLrCle/j7N8daNp9bUYhaAeVysczH22FdFomGq+05RMFC4fFr+q1YzKJfHsxwr5dAdY2Ga8tBRvXuunrsdcR1wtFlZv3kgwNutoKWQ8GrIs60meyCuevRtm8zsPWTfUbh2JJNcQ2ZpF1Qy66QlZcDolbD1JMzZTa2miLokB3l51wyLbksVWprHHzboLJSRu/9lkPfT12PjvdVWeBky8ofHMhwkC/nXXDLixmoXY9FyoExWp3Z25ry4iVUlmz2oXZIvH0RYayrPPZyc66+0MUYHCVnfHJIvmCSn8bqtHeLhvpjIORsTz9ve8zDGcLpfVrXFQqesuC7V/+yQS5vMLf+RvDuF0mCkUTe7b7GjbBoiigqjrvJgp0dFgI+Jo3N35szta/edvEHwizBp/tXoCBPgfbN3t5+SbH1EypZQGlqjq6rrN+jZsj+4N8fyfJw2eZFTtuMHZvxw4FiSUq3HmwsMTebBbrJO5OhwmLRSQaL6+Y07jLaVrU28lqNawJ0pn3FhPNMDFVZCpSYsNa94qMq5YKl9PE2tUuUmm5pXP9ykNgbKJAYQG154+B67cTnL8aRdd1TCaRA7sDDV2CxWA2GUVaO3YA/6ZCQECUWtkfN0e5ovHtxQiv3za3SxEEgaMHguzftTzj03YQS5S5fS9Zp9Lauc3HJ8dXZhMhCALFosKb0Ty5/IercK1WiWCg/kXpcpo4eSTEpnVuxicL/PK7mbZsKBaC22VEqg3NI+grinHNbt5NGMdjEQl1WJFlnZlImc0bPE35XbOoyBpvRnM8f2Xk/EnS0kfubpeJ4UEnkskooDJZhcfPMnVrg9UqsXbYRX+vnVCHlbsP07ybKFCqKtJbQgAdrW7z+W6yyC++naZU1ti6wUN/r52eLlvDcd+6n+T7OwmOHgxysE3hx/e3E0YhvtPf4EwP0N1pZ6BFcaiqOsEOC+g6SvUzOewS64bdTTcAmazM7ftJOnzmphOJWQXjj2mL85MttsDYCSykBlVUndHxfE3SnSuoqKrO6gFn02pcUTS+uRTl7sM0Jkmgw29h/bC7rRzDpcJuFVmz2oXHbebCtSjZnEyprJJeoJAB2LXNh9dt5tzl6IrYFAiCwN45MROL4erNRK271gwet5mBPseixdu7iSIj79qLRVoqtm32cvZE+INML5PpCrfvJ9uKTsnlDUuRBRfKHwEulwmv2/xBC5TVKnFob0eTnLZGFAoKl7+PEUssPapmJZBMV/jucrThGfJ5zXxxuqupcqoldL2mgmsGY/QufNTFP5GsMFp9Cc9CFAVMJpHXI0Ze4Yeiv8fOv/Ob/Wyak22naTqT08UV2zwEA4ZSOZdXuH0vyYOnS7O1mQ9RFOo6LbNQFI1CSa0z6FRVHatV4tOTnU1jYGYRS5T5s6+nufswxZvR/AdtZE8eDnHmeCeCALfvJbj3KFV3Lk2SwJYNHvw+K6JoiGQ8HjPfXIrw/e1Ey99r3G/1Jrs+r5mhQVeNB5lMK4yNFxpsFAI+C+GgDZfDhNVqbJovXIsyMVVsabnQ221jcJWz2uFr/z6fjhT5k6+m8HnMdHTYFoxUS6YqPH2ZxWoR6e9xEG4xojYKnT+3fviRYOwchCYE+XJFI5OVEQS4eivJri1e1q9x4/OYOTOHoBuJlbj/OM3+XUYwtSAIeFzvSYaS1Jq4Ho2XePIiy57t/pYKq0JBwWZrzimYJcVPzRR58TpHuaLz+Hma6UiJz091Nszc56Kvx3BOX8yPp1BUefYyy5rVzkVJjO1i93Zv067g6HiBSMzgUezdsfhu//mbLOWSxmCffcVfWBaz+MFk/URKZnS8wOoB56IE9cF+Bz1ddqwWkfuP05TKKvt2+n/UXRjQwM3SdZ3HzzI4HNKyxmaLoSxrRBMV+gsqwQ9zTVgWKhWNdFau+bN9CKxWiU9PdTa9hm/H8tx9lOLMsfYMQJeLNatd9HXbG55zTdN5+iqL0y7VnPeXC6tVahC9pLMyF6/F2LzRy9YNjf5vxZLKk2cZhle7WirSmmHNkJszx0OLqrVb4c2oYaDaSkBRkQ1Bk3POyO7KjTiyqnH6SOsAcACrRTI212tcy96gFEsqdx4kWTfswu00kyurlCsa64fdTdej56+yPH+V5czxMG6nkcXpdCxwPvVGgrjHZa4bz/Z02XDaJcbe5Xn9Ns+JwyFsNmPDpKpGh1tRNGZiJSKREmPjBdYNu9m/q/GB3bTey/o1S4uNqsgaJpNIJquQL8gc3R9seY+MjRd4/jpDJqvS123nL37Z2/JvzUbz/ZisrZ9wsVVFk4fi1UiOuw9TnD4a5tThIL45KjG/z4Ku6zx6lqZQUCiVddRqwSZJQp1nVitoms79x2kmZ0ps2+Rl9tHXqxwyURRqu+ytG70LKgS7O+18ecaK2Syi6w6CAQuWRWJSnA6Jd5MFZqKlltwtRdWZninyZjRPKGhZsWKrVVRDPFkhEi0bD3QbD+ehPR21+AowFqoHT9KsHXJ9NGdwVdV5+DRNMGBdlLuxut9BV8jalt2EIAg1FVuxpH7UcOwPgabB2EQRr8e0YLH1/HWWdEZelNc4H36vQQRfSRuQVshkZTJZmd7u98V6Z8jGzz7pXjHuXKsX7uhEgeevcxzZ3/FRi61WG6pEqsKaAScDqz7crb0ZJqdLWCwiA73Nn5F8QeHteIFAwLKkYksABvqcy7a/ePEqhzhPrRpPVrj/OM2e7T48bjOfn+qsWz/9XjPqAl2q2THx8KCLYweNtVTT9Ja5hQuhXNaIxCv0dKk8fp4ll1M4fSyM2SSQyysIAnXrSWfIiixr2K0SYxNF3o4VmsYPzUJHQ6A1T7xc0bj7KMVQvzHGlOaMmg2rHuOf34zmufcoxZEDQbJZZUHhwmzx0w5HsFBU+ebiDMODLk4dCTE6kTeI+dFyU2+zR88zoOucPhrG7TJRKhkh6Z1hW+Mz3MLy4ofET3qM2Grz0dttR1F1XrzJ0hmy1WbE+YKCpulomjHGKss6Pzvbic0qcftectER3ixkWSNf1Fg35K6T+1+/neS7KwZHxmGTGOhz0NHGwjIrCQ512FBVnacvswt+vyAYI07/AmOyV29y3HmU5sAefx2BfSXx+Hmaby9FUBSNHdXRXbt5eg67VLfwlMoqkzOlj+rgLssaYxMFZprEcsyHKApNC61cXuH2g1RL3sn+XX5OHAp+tK5WKi1z9WacXH7pvBdJEjh9LNx0FzsXuaxCIlFZVsj3D1FogVEQXr+daEhFiCfKH8wJWgzrhoyXidfzI4R2A89eZrl2O0Gp9HHG1rqm43aaagrF+aPUYMDKZ6c6l8z/i8TKfHspwtOXGV6/zS/5/jp+ONSwuZRllWxWRq465Kuaztxfu3WTlx2bfS1/56uRHK9GcuQLCiNjeRRV581ojl9+O7PktWh2XD3Y72DNoJOBfntVySty8VqMK9/X0y+CASs7tvgwm0VS6QoPn2RIphb6mwK6rrXs72iazvOXWe49TjE04OLs8XBDDE+5ovFqJIffZyEUsLJ+jbtpITQX6YzMn349xfjkwmNrs0kgHLThdZvp67GzZ3uA+4/TPHjSfGx8/GCQE4dCtYL98Yss/8MfjzETaYxCWil+8ofgJ1xsVX22mlwDr9vEoT0Bhufs3pPpCr88N1PbyZw6GubArgCCIJDPK4y8y9cRv5VqFyQaa7zwVqvE2aOhBnWN0ynVOkhWq8TuNvPbrt+Kc+ueMaufmC4yPllc9ObascXHlg1eJqeLTReFzrCVDcMuOoNLm7e3C03TufMgxZuRPGAUJ8t50WqaztRMCZtV4rOTnaz+SLt1AJtN4uzxTrZv9pJIVnj+aunZjtmcwpu3OTItyPcfm8eTL8hMRUrL7p5ZLWKNXJ3JyTx5kWngmu3c5uPMic4VU3LOha7rjIzlSaaXFhEyH5vXeTh+KFTX+ckXFC5ei/HkxcoKWuaju9POvp2BBe/30fECX52f+SiiibVDLgQM77uPgS0bvZypkvALRZVffDvNs1f1G0Cnw4Ss6Esa2XYELBza20Eur3HvUWrJ97Dd1hgp1hW28+Un3XT4LeTyCl99F+HpvOufLzTPPQQ4fjDE8YMhxsYLfH8nQSYj4/Na6Ou1tZ/bV4Wu62RzMoqi09fjIBKrcP5qFE3T2bLBw6YN7ykpRh5rrJaR2dfjYMdW74Jc11mvqVZdBrtNYv2wG0WlxsOqzOcdVqcJq3odvHidrYkBFoIkGRvPheJ/wGgaHNgdIJYo893lKCZJwGGXWj4Dzip/bGyiQL6gYLMI+DzNJzsiIj92Z+snPUZsZS8gCEKDTN1hkxhc5cRhN/GLb6fZsNbFmtXG9wQ7rHx+uqvOa6ZcVnk1kkdVdUJBG/mCQiar0BU2AkKbtfeX6l80i8qc3LKj+4M11YWuG55RLqepqStwuaLx/e0koaCFI/vrd3x+r6XWdStXNEySsOIu8kMDTpxOU8uXcjxpRCAtZGKZySpcuBZl84bm/JCVxuxiPTpe4M1Ynr4e+5Kc6bvCxr0yd1Gc9f0x+H4f95Hs7XbwyXEz+YLatvy/FWaiZR4+SRMOWutUZKIofLRdXLGocudBilV9dvbuWB6xS1F1HI7Gc+2wG/Yl7o8c7dQOarmIczZNiqJx816K7k7bol5PCyEctPLZ6a4lUwMKBYVovExvj2PRUevshkGSBDxuc0ORo2k65y5FcDpMtfHbYrCYRVavctLTaWP9sGvJiRD3HqXIFRQO7an375v9LDaryNCgMf4Ho8gymUQePcswPllsWOOBWudnaNBFR8CK32fwtearKttBPFnhm4sR1gw42bbFx+b1bmTZeEbncuvejhd49SYLglCjoHT4LXx2ahEvNn3Of1pg2yYv0UQZkyRQKqt8ezFCsMNa62bPigUEAb6+EMFiFrGYBZIZhR2bmwdHu5wmTh9dmPNWB8HoOH5zcYb1w66WvmyapvPidZZbD5Ls2upnQ9XEuel9LbAkp/uPgZ9sZ0sQqsGcbVa7VqvE7m0+OvwWXC4TVotEoWC86COxEk6Hqa4j4XSYOHMsRFd1rv78dY5L16Pk8iu/Uz2yr4MDewxTUrNZrO2YVVXn2ausEf/Q7DNZRI4e6GD7vDZ5Ml2p29l8fX6Gew9TK3rMoihweF+wZYteljUuXo8tam3hcZs4uj/I8LyOViYnE4t/PFXb5g0ejh4IUlko/LQJBEHA5ay/V7J5hYvXojx/3dwmYKUxEzVy3+LJD+sOrV7l5JOTnUuKqdF1nXiysmzlpcNh4sTh0ILKsIUwHSnxp19NNVU8CoJAb7cDj+vDi618QeGr72bqwnSXgtWrnMbLfU5Boao68USZTJt0hVaYjUNZihEpGDYBV28lGugSiqLx8Gm66Tm1WkSOHQw2jAwFwVAy9nYtPIKKJysN96nVKi0rsFpV9IZA7VRa5sr3MbI5o7DavtlHKGijIhs2ELcfJNm41s2B3f6mnapSSUVRNKwWkXDQ+kFdaZ/HzIZhN09fZbn3MEVX2N7Uz0qVNSoVnUN7OujrtnHuUqS90bcooCOgL/DOG1zlZO+OAKpqrPu5vNLAkZtNLTmyrwOHQ+T56xyT08Uld/lbYct6DwgC45NFnE5zS7rLyFieqzfjDK1yMlx1CGi1gTBqzD/vbP1oaKexmEhWGBnNs2Wjkb1ks0mcOGSQEFNpmVRKplisf3GUqsZ45YrG+Wsxdm31GRV6yIrLuTLRKclUBYddQlV1zl2O1nXaZmEyiZw+Gl5wFzpfzp7LK5y7FGVowMnOrT6kqkFfO9yx5UJRdR4/MzoksxYBZrPIvh0+7LaFb1FRFOhtwim79zBNPFHhy08+DuHaYhaZmDQEBJ+e7Gw7dqYZ3E4T+3YFlrUbXg56u+0cNglLCpBtBpMk4PcagpFkuoLHtbiLeioj8+3FGTat97JlmZ3ID8kgtFpEvB7zR+eGaZqxUVkObw2MojCdkVk79D5KxmqV+OxU54r4z71+m0MyiQwugTc1uMqJ12NuuG+KJY0Xb3Lomt72PSwIAlva6ORfv2XwlL482025rPLsVZbVq5anjt7dROWcL8i8mypisojs2OyrcUbNJoH1a9x43CY8bnPTvyfLRqZsKGhdlMfYDkwmkS2bvMRSFZ6/zrJmtYuA30KxpCIrWm0TMLzaRW+PnbsPU5gkgVxBaSgim6EWjdgGnr3M8vZdgdNHwwwP1othKrLGw6cZQh1mJqfLDA042bDWveCYcGqmyFSkzLaNntokQ6l2budPNjTd6Frt2+kHHX7+zTQnDodqnUxV1RFFePQ0g8NhYtc2fy0TcyZaxudt7KQKeutJ1g+Fn2xnC11HaMPUNJ4s83aiQKHKD4jGSrweyaHrOj6vmS/PdtUZsymK8QDevJ/E5zGze7ufrrANp8MY5a0EHydfUDh3Ocqj51lE0eiUWMzGzWXw0N4/eLNz7fl4+67QlEjvsEts2+SpjSkkSWD3Nt+SFuWFoGk6V2/GefzsPelRljVGxgpMR+p3xr3djqY72EJRXZTrsXWTh4N7F+bFfCgGVznYsMZVC4FdLiKxMncfpH8wU1O7TWKgv3VW5lIRiZX51XczjE8tzgFyu8zs3OZnVQulWivk8kpLP5+lwO8zolRWSl07H4lkhUxOxu0y8eXZrractpth9vmU571ETSbxg4stXdd5/irH65GldVKtFpGucKPhpdtlojNkY3y6VBdaXSiqVQPo5XcUDu7p4GC1a5/NK7x4nSOWaL8jq6o60XjZeLE3QW+3g51bfbweyZNMvf+9gmAUW6Wyxi++nW76bEqSwV1ajCBeLqt8dznC2ya+gKWSWvd3TZLAnm1+tm58z7+6eTfJ+SvRunNbLCqMjBVwOk18eaa7ThE4m9oQmccXFgSMqqNJyTUyluer8zM1HpzbZWLXNl9NCR+Nl3g1kjUSPooqo+/yFIsan57sZPN6T9N1tlxWefg0TSYnE4mVeTdeoDInIPrqjRjfXJxpuD8sZpFPTnSydZMPUTQ23rNH/OhZml+cm6Zc1ji0r4Ozx8O1wiqdlfmzr6d48rwJ51JoHjn1Q+In29nSMRyhdW3hCzA86KK3671Xzau3ed6NFzCZxVpcxVxIkhGZ4HabMZlEJEng4rUYJ4+ElswxaAW7TWL7Fi8dPovRaZsj9738fQxBFDi6f2EexNh4gUxOprvThsvxPhhWFIUFXZI/BLMPcqGoYJ3zcNptEp+c6GyraKnIGt9cnKEzZFtwN7mcUOelwu00MTJWIJNT27L8UFVDAdsssigQMLetxPw3DV63mc0bvHT4W3c1ZhdUkyQsOdalImucuxQhGLRyaM/yMzw/NhRV59L1GB63mZNHQh+0uO/c6qNcVkkkK7icphW1iBAEgROHQyylZns9kqMs6y19Azv8FoR5L7TXb3M8fp7hs5NdTS0eZFlblDQ9d7MVDFiX3EWOxMp8dyXK4X0BersdFIpKw5h4eMBJh8/CdLRMOiuzfg5fVxAMrmqzSymKAtsWMXNWVZ07j1K8m2oe9fPwWZqxiSKfn+rCZhXJ5hS8HhM75uSGrh1yUijVv2tGx4sIgo7TLjUcW6GgcOdhErdLqrPa0aqtnWaXPZ2pcP9xii0bPdhtdlYPuFg9RyD25HmWF29ydIVseD1mPjvZ2dIDchYT0yUuXI3y6SnDEHbdsLuu41QoKrwcyXF4n9pwf8/+3v5eR92G5fXbHO8mSiDQ4D0mYBTk+SZpBouNT38I/Nu5uq8QdF1fdMHJZBWEOd+0c4uPrk4bN+4kyBcadzuCIGC1ioyM5pFlDYvJUFSsZPSMKAqsGXRRkTXuP07VdXmcdhMO++KL0YE9AfbvClSl1IsrSj4Uqqrz7aUIt+4lOXUkzK7tvrqvO+xS3WLSaldskgSGBowCeKWRLyh1btuLYXZn2x1efHSiaTrfXYlw424jB83rMXP8YGjFQqPnY2KquKjs+kNgs0ls3eBp+RLUNJ3zV2LcbPLZ24HZJLBhjZvVH0AK/yFgkgT27fIv+gJuBxazUHPpfvpy5dWRDrvUIOtfCO8mi4y9a223sHGtm8N7g3Vj5KEBJ0f3B/G4349/piMlKrJmcOe+nia6RF6lx21e0loa8FvYt9NPOGjj5essX5+PNHDOTCaRjoCFieliA8duVa+dE4dDdUVCvqDw4k2uLSWlourEYhU2DrsaNrFTM0UEHbZv8mKzirybKPDLc9NE4/Wdu+5OO8MDBhVe03Ri8TL9PXYG+pxcuRlnep7VgdNpRP4kUhXuPky9X0N1Y31tdgVNkuEsr7e4vk6HRKGoUChXo3McpkWvQyZbQdPA4zQhSULDaM/lNKHrArrWXse6XFaJxSr0dtuabkwNayYNXzOawb8B1g8/2c6WgNFWXegylysa312N0hm0cmivsaPWNJ0tG70Mr1abymyfv87y+Gkau11C0w1Jbl/Pyr8kXrzOcv5qFI/LzOpVztoOsRkvYRa6rjM5U8LtMuFxGdyLdcPutoqFdpFIViiV1Qb1oygaXUL7IruhWbx6k+XJyyyfn+qqK0JEUVg212chKIrGt5ci+DyWttVRglC/s53lEjTraAiCUVQ5lmh0uByoqm6Qdqvj44fP0qhVOfmPAUEAm03EYl3e3k4QBNatab/bOut073RIdbvzj4mx8YJB+l7m2HA+UhnDD623y86mdR9fZTsX8WSFB4/T7Nnhr3UcDu3rqBkuLwRd11E1o/B0Okx13fx4ssK5y1H27/LT4bcS8K9MN1dVdXJ5mUfPstgsYt0aaLWINYf7rrANRdGbCgMEQeDk4VBD1+fh0zRj48U6z6mpmRJ37icJeM1NI5xUVWc6WqpNHj45Ea4zCJ3FyLsC0WiZbVt8iKJAwG9l0zoPnuo5z2RlEKjrxM126g7sDrBzqw+/1+CTXb+dIBiwsGa1odL82dlubtxNMBMpoWleJAlEweisC2Kz1BQVUaClIbbDYcJuNdUVY8l0xcgwbMHTs9tM2OxS0+JuZDRHJFZm8zoP1kV4uWAInm7fSxIMWtmywdOwxpYrGrKq47SbUeXGv2io8/98jPgjQUfTBRYqtyxmgR2bvTVSe0XW+OZShFDAysG9zccZyZSMw2HizDHDZyaZrhCNlRkadK2YMzUYO9PusI3OoK3ttnqhqHL1hqHe2L3Dj8kkrrhdwsNnaZIpmZ+dtdZ1qgRBYOPa5i/MqZkiM9EyWzZ6a+dozWoXHR3WHyzA2GQS2bTOjdViuOvP5rG1i1muXmfIxs6tvoavGxmSP0wGzcOnacYmCnxy3Gj1H9kX/OCNXUXWUGRtWdYUgiDUeDeLQVF1UukKAZ9l2d1gVTPk8X6v+Qcrth49zyCKH1ZsKYpWHVkJuF1mdm330xVq//leKZTLKpmsXMcRWoj7GE9WDHJ8h5WnL7O8eZvn9LFww/MT8Jk5vDdAOGTDbpM4frC12/lS8GYsz90HSZxO04IxW36fpWlI8SwsZhFd17l2K47FYqjPfV6LYX1jMu7FXF7B7zVz5ni4pVAjma5w4WqMPdt9RnByi7iu3dv8VCpa7dy6XSa2bnq/eTt32TC4/s0veus+w+7tfjqr59BkEnj9NkciVakrlEwmkf27jJSNmos7hgK/WSBwKGhjYJUTSRRrxqWreh219XdolROv20zHnMLq1r0kmayMw25i3bCrgUg/uMqJ22Ui1NHIacsVVCwWiSMHgi0L7rdjhnfltk1eSiWNZFrm0N4OusKGeffsyFUQBG7dSxCJVzh2sIPe7sZn0Egb+XM14o8CnWrLdIFqd36Olqka9fDsVYY7DyV2NXmp7t3hJ5WukM0p+H0WxieKPH+dpStsW1FSbl+Pg5lomZcjObZs9LT1EnTYJY4eCJJMyzx4nGbLRs+KjjdLJRVNhU3rXEsiX89Ey4y+MzK2TNVdp80m0fuRPafmY81qN/FkhV99N8PubT7CISuS2FpOPBeCIOB2m5Ysp/8YCAasqIqOqbqIr8TL+tb9JLF4mc9Ofdw4nYnJAlduJjh1JLQo8bgVTJLA2WPhFb23F8OxAx0fxNEqlgxPo8F+R23TsVRuW7swAtI1Du0NND3mni47X37SJPKkBW7eSyJXNH72iWFV4fc1V6WaTCID/c1zCduBqhqsG5Mk8PRllnJZZftmL+EOKxvXeli3xr0inbLXb3OUK0aqxUCfo8624sadBLmCwpdnuhvOna7r5AsqPo+Z4weDi9pTWC1iy+OtyBpWq8hMpEShoNTWd6tFZN2c+LbJ6TLZvEwwYG2IRzKuwftjFBEMVV6TmmNVr6OWlhKLl3n01Iij6+600dfjMNbjearvPdv93Lyb4M1YnnXDjfeq1SI29XcE2LLBw8Z1nqb32Ms3WYpFjUJJIRavsGWDh3DQypdnu2vn6+27ArfvJ2rF1+pVToIBK+uGXc2fw2pO0Y/Z2/rJcrYE9OosceHvu/0gVXPpFUWBzes9dIftmFssRJIkcPtBiq8vzpAvKKxf6+b0sfBHUT85nSZSqXLb6pxZf51MVmZsorBiviizKJU1UmkZSWpdcMxXS4LhOP3Jyc5aofLidZaffzv9o2QE+r1mTh4OMdBn5/L1ONdvJ9r6OUkSOLw3yPp54y5V1bn3OPVROVPz0ddjNzqXkkBF1rhyI8bb8Q/7+wO9DtYOuTGbPu5yFQra2LPdt2AHoh1YrRLFsmrEhLShkvwQvBnLc/5q7IMWcpMkEAhYfhBDVVV7n+e60PG0g4dPUmiqxoE9RuE22Ofg8L7gRynIr9+Oc/5KBE3TSSTLzMTK6Loxnt+6ybusQiuTlbn/OEW5rKKoBsF/83oPA32OpuOvLRs97Nrqa1pMTs6U+MW308QSFXq77UvORpyFomh8cyGCKMC+XYE6zvBcjI4XWNVrY99OPxNTRRKpxd4DVYJ8i0s7e/4CfjObN3iYmClx52Gq5XvCYhEZHS/Q02VjaGBpRbQgCC3vsbfv8ly/HWfTOg9n5yRRzL2+oaCF/j4H1+8kuPsoRU+XnfVr3C03PLpueIz9mPjJFls6RgL6YnPcfEGpM4wTRYFDezuQVZ2R0ebS6W0bvZRLKncfprCYRbxu87Ky6BaDx2kiX9R48665aami6pTLjQXL7m0+zhwL13heuq5z406izo5hOfB5zXx+upOhgeajFFnW+Oq7GR4+qSf8muaRJy0WCZfDtKh4QZY1MrmVzUIURYHuThs2m4m9O33s2GK09VVVZ2KquOQCUFF1xsYLzEQ+nsHqQlBVnWRKJr/I/ZcvGMqgVqTf3m47G9e2XsyWgnxBYTrS3BLAYZeM0csKdCgEBMwmEfEjS75NooDNKrV8KbYDs1lk384A41MFXi3RkmGp2LczwLED7/M3k+kKtx+kmq4Vi+HxiyyPnmVWTGm9EPw+CwG/FUGA/bs7OH0kRCRWYibaGInWLqLxCi9e5xgdL/CnX00xEy2xc6u/pT9hOGhryX30uMwMVUdniWSFKzdiFArKkiKJwFiDerpsrFntwiQKfPXdTMP7Q9d1Hj1N8+ptnnDQxmenOhkedFEqqTx9kaHQwuRU10FbhJBeLGp8fTFCqaRx7ECopXdeuaJitkisGWzRTVom+nocFEoq0Vi55TpQLmuMTxTxuk0E2/DdmzUv/zEzEn+yxRaAJILUhCw4F0f2dXBkXz3fJJdXuHUvycR084e8M2xlz44Aw4NGtf9mLM8vz02T+EDH7vno6bbz7/3WAHu2NSfF332Y5KvzkQa3bpNJrFMi6TpE42WmP2DRmoXNJrV88AQBXC4Tdnv9bZfJyXUL/WC/gxOHQy25DrN4/DzDNxfadE9eBrrC9pp0OpWRuXAtxmiLwrYVrBaRT453sr3JyHkuCgWFm/ca3bk/FHabYYTZSrI/i6mZErfvJevyPT8Wnr3Kcel6bNE0BUXRmJguLttt3u0y8enJzpajjKVC13VGxwsNWaKr+hycacJRWio0TSedUT56EPZ8JJIyb8fyTdXVzZBMv3d137/Tz/FDwZbE6qWg1eZwFpvWGV2l2a6IJAncupfi3qP6TeLbdwVu30u21bkf7Hfw6clOOkNGAPLs55hdw8oVw7C1nU2W22Vi9w4/ToeJXEEhEqvw/E2On38zbZDd24QoCuzY4mN40IVkEnj7Ls/kzHzPLMO+Y+NaD2MTBZxVdWAqI3P/cZpYk3eNphkbkMUaPJJJwGGTCPpNTS07ZiHLMF3l264kOoM2RGB0gexOh12iK2zD5TTz8Flm0esjwI8djfhTLrZ0I75gkQuQSstMzdTLgbN5BYddqjMzrft6TuHZ61xtN9Lhr6pEPgLRNdRhRVY0fvFtYwRJOGijv9e+6EhAFAU8bhPpzMoYR7aCySRyZH+wTgJdrmicuxTlzsOlddVmoiUkCdavcWNbpChbCfi9Zo4fCjK4BM5JJitz814CTdMXvQb5osrouwLprLziuy+TSVx05znYbxQM80m/zca+H4r1wy4O7etYNE0hEivz3aVog7T9x0KxqHLrXpKXI+1bpaTSMpercTCLwWIW+fREJ9vmkKRXEtFYiW8vRRqOZfUqB5+d6mw7AufGnSRXbsTQdZ3VAy727+pYEfHPgydpfnV+ZtEOWyZrRHEJgsDRA8EGj7t4vMxUpLToqBTeZzd6PYY32qw/XzxZIZWWiSfK3LqXbBpFdO9xiqs3402fj1W9Dr4400Vvl42OgGVRP7H5KBRVvvpuBkXR2bjOjb2JktfpMPHgaYqvL8zU1u1w0MonJzqbWuNouo6qaagtbsXZzUQkVsLtMuNv4pun6zq37yV59DSNIEBn2FaX2/ghkGUj9knTdbo6baDrpNL1Qo1ZJFMVYvEKbqdhqDtLb9B1vak9iS7w5wT5Hw8CgqajL/ISevQsTTwl87OgrfbAuJ0m9u7wt/R6uv8oxUykxIFdRsdpbqjzx8CT5xmu30kwNOAiGLBWlRdCA7mzFV6P5HC7Lazqc36wG3q7mI3oCXVY2LTWja9F/lUrPHicplzR+PJs1w/iDCyKwpK9vdIZmbdjBQb6nIsKGEIdVr443YWq6fz8m2m2bPS2de1WCiaT2CBjN7zBorhdJvbtXFxJqSgaqqov2pF0OU1tkfZDHVaOHw7WGTO2wlzLgY8Fh8PEkf0dvB3LMzVTrEVLLYRCUSEaM+xQ2lHWthrZ5PIKNqv4Qa7/ZVkjX1BQ1PqXVyot8/Rlhp1bfG0Jbfbs8KNprR25szmFZLpCX7d9SSKFcIexRs5+xrfjBaZnSuzZ7qv73HcfpUgkZX52tqupN92OrT62anodb0xRNPIFtS0vO03TuXIjhsMmcfJImLPHw3Ucwli8jNUqIcsa5bKGrsPEVIFXb/Mc2BWoTQ2MvERbW/dvA3SDV5fKVKhUdLxeM4qiNZpoiwJ2q8RMpIisGgatrYpmRTWUus2KkYqs8fR5hscvMqzud3DqSH3KQrGkcvVWjP5uB8lMBYfdxJaNVn7nN/sXfN51XefOwzR2m9hgYaJpOpFYGb/XjNUqkS+ovHidwyQJfH66m2xe5usLM2zfbBiiziJWTQQIBy2sHnDWjbDvP04TiZU4dbSzbi3QdcP64cc0kf8JF1ugCcKiZmc7t/qpzHE61nWdm3eNnU5/r6Op+sztMbNrm4+usI17j42F4fjB4KK5ccvF+jVuXE4zw6sNo9NzlyOs6nUs6s+TzSlYrSJPX2Vx2CR2rIAZ40KYu1jMRvSoGk1Vna2g6zrf30lW8wQb/VY+Nt6O5ZmYLrJvZ2DR3Wpfj50v/V1t2yU4HCbyBQWLWWQBjcEPBkEAp13C3mbn8PaDFNFYmU9Pdi55J98MZrNIf5veYAtZDsxidhPyIXC7zExFythsUlvFVk+XnS/OWj+Ig5YvKHx9IcLqVQ66O21YLdKC451W6Ot20B22N6xD2bxCJFqhVNZwVE+3omioGk2Pe7FsylcjOV6N5PCf6qJUVkgk6zMeWx7fPE/CTNroYKmqjqn6CGVyMqv7nawfFlveY1J1xDgX31yKMDpW4K/+Rv+i504UBQ7s7qiNKufaSZQrGhevx+gMWQ2n+WoiRKmskkzLFEpqg1lssaRy6XqMtUOuOnV7M2iajqYba8Hnp7uYnC6STivkcgrnL0fZvsVnkPd1Y+R8cE8HqqZz72GKpy+zfH66q/Y3jIL4/UhU03RkWW06Xs1kZS7fiOHzmtmy0Yt7jrdXoajyJ7+aIp4o0dvl4OThcK1oWWxjlcsrfHN+mv6+Rr+4VFrm599MMdjv4OSRMD6vmbPHwzgcJkySgM0qsnmDh87Q+2J11hxb03V+69f7G67zu8kCI6M5jh0IYZqziIrVKOofEz/ZMaKAjqDri1a6bpeJgM9cy8ZKZWQmZor0dNubpsCDQZDXdYObIgkC0kc6y5msYfTmsJvYtsmDJBqzaZtFWrSwy+Rkvroww4vXOU4dCddMWz8WsjmFn387Xctjm43o2bbx/QM4G2jcrG38/nuMh1+UhBV3XNd1vWWG2izyRWNRbYcPIggCDoeJR0/T3LiTaGsc53SYOHuik74mXjHLgaoavkHPXy09JUAQBA7s6WDT+va82DpDNvp6G1/mH4qKrC16vh0Og1/S6m+nMzJ/9vU005Fi06+3C4fduG83b1h8Y/L8dZab9xILKjjbuY+sVok1q52Egxau3kxw/0lqKYdch2bnZ1WvnS/OdtV1RL6/k+DbSxFUVSeRrDD6rtD2OHn9GjfHDgZxOSXG3hV58jxLqVz/TJcrGpFYecHfuWWjh09Pdta90K/fTPDgSZpgwMLte8m2VLaappPNKthsYm10nc/LPH6eackHDAetTTtE5bKKJEF/r52rt+Lcvp8CDNsYp03k1r36lIRUWubl6wyyrC16/mRZ43/843H+9S8na/dFT5edT0524vWYEUWIJwxhSSxR4VffTRNPVvB7Lezc5ifUYeHugyRT00UUxSC5332UJhYvk0rL5PMVyhWdYtmYIyqKcQ1U1egCFosa0XiFYsk4J2/HC9x5mOLZyzTvJgvs3Rlgwxo3kiSQL6gtz93IaI6nzzNMzZQQgFDIRi6nkkwbPLJ4ssLXF2YAo3CPxCukMxUKRRWP21zrSJnNRjds7jpfrhjd2cnpYlMOtMdlplwxOspz13JVMwKuf0wj+Z9sZ8tQI7b3UhgbL3DrfooTh0N43Sb27QjQ02Wr7RgqssbIaJ6+HjtOhwlNN4oyUWRRI8tYoowsa23tkucjlZF5M5ZnVb+DR8/y5PIqJw4F67ISW8Fhk1g76KIrbG3bG0rTdJ6/ytIRsNDht7Z0S28Gk0nA57HgmOO6P//vJlMy316KsG2Tt8FCYRaiKHDiUPCjtIMfPcswNlHkzLEwVouILBsmk3N35JvWuVm/xr2kcVWhqJLJyeh6a9n1x4KxA5axWJbXKkulZS5ej7Jrq29RB3ojvHxlR5/lisbX52fo7rKze5uv9d/uczQNS58t3AWhGmi7Ahdg9r7VdZ1KRWu5u89kZeLxCprefFc7MVXk9oMkRw8EF6QZmCSBrRuN4u7IfqntLtmTFxmmIiWOHwg2jJ/KFY1kqkI4aEUUBayW+vPS3WnD61YRRXj2KstMpExX2LpgJyOZriAg4POaa+doyyYva4ddDc/667c5HjxJ8+mJTqYiZZLpMgd2ddQVg6IoNHTDtm/xomnGyHh8qsjLN1kkMYjTbvh7Nbu+oijws0+6EQXjpatWNG7eS/L1hSh/63cGGJpnxqlpOpPTJVRV5dmrPAf3BGojtUJRRVVBUYyO/CwP9+HTNJMzJfZU3euLJZV0RubbSzN8fyfJ3/nrQwxVDXaLRQVBEBo6YNPRMt9djjCwysGR/R14PRbiiRLZnEI4aGNypsTth2nWDRsu8y6nxNh4gVW9dl68zmCzSVy7neDFSJ7f+c0+IrESuWyFh0/SjIzmsNlECgWVqekSo+N5Ll+LMR0rc/pomFJFQdE0bCYTj59lCBzo4Pa9BLoGxw8F+dknXUxNl7h1N47HY+Hxiyz93XY0TSeZkY1nUzcUo6/e5nk3UcRmE/n0ZBerVzl48jxTazrIskqxpJLKVNi80YvdKvKP/miUrqCV3/2tVbVraPCv6jcIYxN5kimZZEbm9oMEJ490Uigqtednw1o3iqozEytz6fsYR/YF6QhYUVS9IdT9h8ZPttgCWgZTZrIy124l2LnVSzhow+Mx099rr+X3bZjnhJ7OyNx9lMJkEggGrJjNImeOhtt6sd5/nCZfUPjyjA1JEpiOlMhkZNa2Mmebg/4eOx3+LpwOE5PTJZR5N1Pq1mO8R3Yj/OW/DH/0R3VfM5nEJWe4lSsaz17n6M5YufMgRVenjR2bfW39rN0mLRqD43aZ2LLBQ3dnI8dhbLyA2SzQ3bk0HshS4HJI+DwmJNEooL/6boaebnvdmNNQQi3t9+7d6W8ZdTIxVUTXP16UjskkcvZ4J+Kcd+2NOwlkRefwvsW7mSaTEbuyEmqz5cAkCXSHbYuOrlrhwnXD/+rUkTCfnuxc0WN78zbPg6cZTh1pnmu5e5sfTW/NI5Mk4z5rMxoOaAzfbQZF0Xj6MmvI/1v87ncTBW7cTXL2eLjp7+zptFMsqwiCoYwrl9VFuTlXvo9jMgl8dqoLMDo1N+8m6OlqNHRe1evAbpNwu828GStQyKvoGIXO3QcpvF5zLWYHjHFUsaTWjZSOHwry3eUoT59nSaQrnDwcqvv6LDRNJxov0+G3cPVmDIDN692kMzIv3mSx2yS65/Ax09WRWlfYhjzn+kxOF7n3OM3OrT4eP8tgt0ts2+jhzsMUIjoD/Q42VDeJr0ZyPHxqdM78HjOVioZStY/5g382Qm+Xjb/97w0hCAKqqleFQjPY7SKb1ro5dznKlvUe/uTrSYpFjb4eO+GghXSmwrVbcY4dCDL6rsiz1xFu3kvw+FkGi1XE5TDh7TLOwdXv40RiZVb12xl9V0DTjNHwz7+e4uL1GMlUhTWrXdx7ZOHbizPIisbuHX4uXo+g6SpXbyU4sMvHv/rFJA6rwOWbCdA1du8Isn+nn1DQyrcXZ7h4Lc69hwZn2Oe1UCqq9HbbGBp04HGZSKcrPHqe5Y9/McXwoIs9O/z87Gw3/99/+oZkWuY/+N3V6LqOp+oGP4vHzzK8Gc3jcJgYHnCwesDF9EyZ3m4bPd02FMXwebv8fZw9O/zs2xWgM2SjM2RjJlpiJlLm6wsRfvPLXlTV6I7/eWfrR8CsFFRr0t3SNKoPmXFl/F5LjSCsqjq37icJ+i0MVxeDYMDC2eOdOB0SX303g89r5Ospqk42Iy847tq704+qvI9UePuuwHSkxMAqZ8Nus+EzCEKNHLh1owdZ0ete6Orf+Q9JrNlOQG+t9h0dL6BqOkOLcAnAKJjOHA1jMgnceZD8YKn7LN6OFygUFDaudbOxCc9M03TuP07jcLznyciyhqY355QsF3OT7lVVpzNsJbAMbowsa0xHS4SDhiOzILQmZj5+lkFWtI+aW/ghYz2X08Tpo+El/cyTF1mSqTIHdnd88EhRkoRa1t3bdwWevMhw4mCwbR5cZ4e1rU2PrutUZH1J95PHY6Ir3DwUF6qdmXn/bmqmiNksEgxYkSSRSkUnmaosu5gEQ2wyt6ArFA2i8Ya1bvbvbl5Q93bbOWwS8Le4v+8/SfH8VY5f/7Qbn9dS60wVCgo37ibZuM5dV9gIgsC+XYE6bzxN08lkFfy+xopvrkhi11Zv7SV48VqMZy+z7NzmY83q99//4EmaqUiJn53pwmqVeD2SQ5IEjh8OYTIJTEwW8bXoDqazRs7k5g1eOkNWnrzIYjaLHDkQ4h/90zfEExV+5y+976h43UYwfDorY+o2+FiKIiHLOs9fZshkZfZu92O3S0TiFZ69zPB2tMDObcbmNZmusHqVA6dd4tGzDOvXeFgz6OSPfznBm5E8+YKCLhixTMWSyj//43coss74VIGtm7z82me9jL4rMDVd4OGTDAP9dnJ5ha0bPNy6n+bcpQgPHqfxeSS6O208epbGahapVDTygkouL3PlZhy3S2JsQmZ8UqdYUoz3g1Dtak6W0TWYmC5SlmOMT5UwmeHPvppB0+HarQSgMTmVxWw2USoppDMqZouAfyTHsYNB/vv/+R1Wi0hZVrj/KE0qrbBlg5u374qksxVu3bOwbtjN6WMhFA3ejua4cDXK3YdJNq930xmyMLjKwe17SaZminhcJuLJ989CNi/z+HmaaLzCnu0+Vg+4GOx3UCgoHDnQgd1mIpGqoOlxLl2PEouX2bzew9ph49502CVG3uXRdaOrpSjaorYXHxM/2WJLBwTxvdnZXPi85qYqt1iizPhkkWi8XEfOFARj0SqWVLZt8tZGZSOjOe49SnPqaOscrbkhowA7t/qM0cQSi4hHTzO8Hc9XuxgCyh/997j7gijrNiBMvG35cy9eG0aWq/sdbY1YZhVVh/e1F9bcDiYmDdPP3m473iYO2qIocPxQvcDg6s0ExaLCJyc7P0qnS5KWn2UYjZe5cDXG0QMdDPQtXMQe3t9R2zkrisbtBym6wraPqkTct2vhz5VKyzx4kmbHFu+ykg8qFZV8Qa1yVFbu2ohCtUu0hFHglo3tdW8fPknz+m2esyc62443CnXYmua+tYKq6ty8l8TpMApYv8/Ckf0dbXWrWiGTlTl/Ncq2jV4Gqxsmj9vM2RNhBGiqYANj47RQdE5nyMadBynGxgt1RYyi6mRycm0EOXfNCAetqKrO5e9jBPwWNq0zOFfiIkvZ7GZkltC9a5uP3dv9zERLPHiS5sDuDjav99AZslIsGZ/n6cssiVQFt8vMmWPhpps0RTU8w30eMycOGd3HUlnlzWiBYkmjp8tKV6cNl8PoqGRzCpJovBtGxwtMTBncJ0XVObKvg4F+J//OX+ynUNIYWuWkVFKr3C4zfzg1ZmwGnmd49irL6WOdDA26SOVkkkmZYkll7F2BUlnl7/y1YcPagGp4PQLZXJl8Xmb3tm5MksDwoJNEqoTdbgIE1g25kWWdHZu9pNMVnr3Ok81JHNgTYM2gi2s3owyFbHxyspP/5p+MMBWpEPCZCYVs2CyGL9ma1Q5OHunkf/iXY7wdLyIIBpe2w29moM8Ggs6rkTKiALm8sSjl8gpnj7q4fCON2SzgsEu8eZejVJSRFY0Na11YrSJfXZhhJmp44mWyMgN9Dux2EckkcPt+ilxWxmwR2bDWRTJV4sZdmXxBY92wC7Mk0N/tINRh5dL1GD8720Umq+BxGZQct9tET7e9ZtZ6436SQMDCgd0dBANW/v1/d4CXIzn++R+PU6yorB12o+s6haICutHNUhUdpUlA9Q+Jn2yxJaAjijR1l5ZljZF3BXq7bHWy0smpEm9G8w2yWIDRd3luPzB4XbMp6J0hGxvW6QtKvlXVkPhmcwrXb8U5uKejbb+buQj4zZRlw2/k4ffvWPOf/Keo58/h+Gf/eMGfO7K/A32ejFtVNb6/k8RqlRbkyawU9u4M8M2FCJeux/jyTHMrh/nnu7fbRrmiNRRaxZLKu4kCA32ORZUyK4lkqsLIuwKb1xs5XiePhNp6ic69vxRFJxorG+q/vo95tAujVFaJJypL9lybNbvcutFQia50Ebyqz0Fn2EY8UcZqsa0YEb9QVLn7KI3J3Frh9qGQZY1ovMzB3YHafWmSBFYtI7haljUmp4t0hW2YTCIetxnbPLGOzSrxq3MzhENW9i9SXDdDf4+DT050EQrWr0Uet5kDuzu4dD2G1So1qOt0jPunUr13FEXj2q0EqwecDRuITE6mUtFq66WxqXrPN5UVjVLJmDB4PWYePk3z8GmGL850cepIiHiyTCQuY5vnQWUonfO8eJ3F77NweF+wlrNpt0l8eaYLs1lE03Q2rfPgcZvRNJ3zVyKIosDeavzN9k0ewkEb8VSl1sXrChud9WTKyFDdusnL5vUePjvZydcXIthsEls3evFU1/xXb3I8fpZh0zo3f+23BigUVXq77TUCvKbpDA852WL18L/8cpIXr/Ns3+znyYsMo+8K/O5f7ufyjQSjY3mCIWtVeGBmarpIMi0T8JlB14klykiSiKYLrOq1Y7WKiDp43RaO7Auwa1uAiqwSDtpJpRTeTuRIJBRGxwucPtaFxWTiyq0ImYzG8SMBxicq3LiTRNXgd/7SAJPR1/i9Jhw2ielIBVmBwX4n/T1OikWVL053sW61k2cv8+SrfLWfne1h7ZCret3SZLIyX5zpJuA1c+VmApMETqeEXNFZ1efgwO4AQrXz9t2VKH6PmeFBF8mkjKpq3H+c5sj+AGePhhnocyDLGt9ejNDdZSMUsOL3WBjsc/LNxRnWDLoIdtjo7jJik2paxD8fI/7wmCXIN+NtpTIyd+4nEQU/a1a7ajP/NUNOVg84G4qnWKLMjbtJQh3Wupenx21m64aFOwN3HiaZiZbZs8P/QeJUm03C5TQIohv/6f+N7L/71+kYHlj05+aPAme5A4lUhbWrF3YdXylYzCI9XVbGp8rIit7g9aWoRvt77st7TYuQ3niiwq37KVxO04o5h7eDaLzMyGie1asc+L2WJXtyvR7Jkc0rfHIi/EFeSu1CUQ2xQ0+nrSGHsCts48tPlh44PTJWYGQ0T1fItiLh181gcI0SnDnWSTi4tI6QsdtVcdjrUw4sZoGtm7x0h5dv0aAoGuWK1jK2Zjpa4sKVGCePhggFP0xFG0tUuHwjXuu2nDjUKIgxSQKDqxz4FlHsRmMl0lmZ4XmRK1K1u9IMbpeJVX32phYKJkng9NEwgiAwNVMkm1XIFRRkudGo9O7DFJMzJbwuM7u2eWuFzCz6uh30zOForh920detYjGLWMwiDoeJ/t7G40tlZG7dT+J2mfD7Gu+RWMJQ561f464rRLs67dx5mGBNysUXZ7qwWQ0KgKfJObRaJWLJMo+fpatdNxur+534vJa6+/LLM93s2OTF4TDhdZvpwEgUefg4zckjIfIFlZlImYN7A5w5HsbjMiErOrfuJcnnVT492c2OLT4qsnFvzd5f7jm+U89eZenptLN22MWa1S7WDbn45lKEZy8z/KUvezl6IIiuw59+PcXEVInTx8NcvylhsUpYzRJbNnqQJIGRdzlCARu/9zfWomkCv/UfXKVY0OjtdvD7/2A76azM+SsRnM4Sg6ucWK0SoxMFJJPItk1+dmz2EEvIOEoqn5wIMzTgRBAEejqN3MJ1Qy76exxIklBVB+r8q59P4nWb+I3Pe+kM21AVw2Zpx1YfAZ8ZsyTw/d0kq1c56e/RePQsQ7GosXmDF00Hl0vCYZfo7XbwN39nkFJZ5R/94RsURefLM121e0cS+KA4rZXAT7bYAowWY5MxR4ffwplj4dpikkhW+OZihA1rPezc0jiWkEQBn9fCji0+SmWVu49SbN/kbSsvLOi3IAoC4Q4rPzvb3fah37ibwGIW2bHFB8DYRJG3Y3kGY8+xX/4O2927zBIoNB1isTIBv2VRFZ0ggN1m4sAuF8PLKLYKBYWKrC/ZB8hqkZAVwyRwvhnhNxcidHRY2hrrdXfa+OREmMAHBhk3w/hkgZGxAvt2BRpeymtWu+jtti87Iy4Sr5BMV9iy0fvRBABzUSgqPHuZRdP0pqHPixVaubyC2SzWnYfN69wM9jk+WqEFxqjq8L7ldX+nZkpcuRHn6IH3nQ4wRARL8XprhkfPMoyMFfj0RLgpnywctBkGrW2ODGOJMi6HqUGxBhAKWjm9ADUBjI3J1jkjVE3Tef02R4e/3tLg1dsC09ES/T3td4LtNqn2LJbLKiaTWNdlnC3aHj3LUC5rfHaqs+kGYttGo8B98TpPqWSM0IcGHHXKzLnPQihoY3GdtbF+nz3eSbGkUCpqDf5qo+NFItESQ4MuJMlYszxuMxvXuhmfKHDzXoJw0LogJ9Vhl/jNz3trdg6dIRs/+7S74blxOkyMTZS4eS/Fb/1GH2aTiMsh1VzlA37JsBYqqMSTMg6bhMVsFKwup6ktI9wN1UJm9lyVyirjkyUcNolN6921Me2RfUFM1bHepRtx/tpvDdSlefyt31mNIIAkSUgSeJwWQEYURWw2E06nid3b/Zy7HEWWNbrCNl69zXNwdwe6rnP9doKBPge3H6ZJpOSq1YJOsMPKl2fev9uevMhQLKh0hq143SYO7wvSGbJy7lKEQlHl89NdDM8Jtp7ljD58miYSr9AZtFEsGirpvh5H7TN0hW1MzhSxWSTMFrHufhZNAiZxcaunj4mfcLFlxPUITeQJoijUuWn7vGaGB508fJKiO2xt6Jj4fZaa0mlsosDL11msZpFd23yL8qAMUnb7R50vKIxPFshkZey295dvywaDhGn/g38Bb9/CqlXGF3I5BFXFdO0eU5dvLGoSaTGLbVlHtMLN+0lSKZkvz3Yt2qGJxMpIkkCH38L6NW4GVzkbFjhRFAgELG1zhyRJqI0lWmHWENDlMi3JwiFfMNrjqqLBvGJL03Su30nQHbYtaibbDHt3+tuK9VkOIrESqqrX2Yt4XFUDwTZtP+aiXDHa951hGwd2vy+ArVbpo45uFUXj0vdxQgHLoly4ZnC7zAyuMoyIVVVfUT+wni5jrGlp8fmtFsOgNZOTEcVG0825yOUVzl+JsnrA1XSMb5KEumKxHZTKGg+eZhjsddQVWzu3eClX3Mu6buWyyq/Oz9DX46grVmctIA7tNQw3W60Dfp8Fv8/C2iE3qbTM7QcpvB7TgjYYmaxcU4W3gigaRqRXb+WIxcoMDtQnYwS8JsxmOxazwPNXOR49S3P6WBi/18Kpo2HeTRbbSzgIWkmmKmiaIUxqtUERBEhlKhQKKl7Pe1d5Xdd5/jLLVKREV6edM0dD3Lib5PvbCQ7saa0ULpVUrNZ6G5O5RWmppNHhNyOKFl69yRMM2CgU1Zo1ht1hTEHsNonJ6SJ2u4Tfa2kQclltIla5/jNNRUrk8kpVUKLx2YkwdruJVyNZYvEKW4+GWD3gQpY1fv7NNJ1hCwIiO7f6ahuzdEYml1PYvsXLX/0LhslsJFbmxessw4POhjVwVgDS02XHYRMZXu3m599MMTpWMIxlqyiXVe7cN4Rb/d31z4dAtbP1I1ZbP+FiS0BXF5DpzYHJJGIxiZTKrT11ZtHbZcjUR8cNZclKxN/Mjj+cDhMz0TJ3H6Y5cThEZ+h9UTHbWudv/2347d8G4P6TNJ3/5L8ilJ0i9ff/7/QsUoQsBfFkhRevs+zY4qsrkDatdVMoNSflzoWm6Vy/Hcduk2qk/mY7SVEU2oqKWQoSKZlzlyLs2OpjbYtxZLmsIit63aK7bthlLAatPtsH8AFMkmD0uj8C7j9OUyyp/OysrbYop9KGD9xyRpZmk8D6tW687h92+RBFge5OGz7P8v6u22ViT3VnbjaLHDuwciKPdmJZEskK5y5H2L7ZW9dRmA+HXWL3dn/T7mwmK5PNyfR02ZfkGeawS5w+Em4wYrbZpIbuWSYrMzFVZM1q14IcNskk0tvtIBSoP84rN+KIosAXp7vaOjZBEPD7LHx2qnPBblImK/P1hQgb1rrZvN7Tkvw/VlVY797mR5a1hiJoJlYhnZXRNkNn2IqsuHFVu5Fej3lB9fjUTJF3E0V2bPUxNr6wfYaq6kxHSuzYYniNze9SVWSdp69y9HXb2bDGWIdcTlPtMxWKKqPv8nWb0GSqwndXouzc6qvx5QoFBYtVqhUp4aCVv/hlLw8eGzzEmWiJS9djHNrbgctpYst6D4FqcfXNxShup4nuLhtDA/WbXZMkYjZLiHMUDts2+ujvcaJq8NX5GdYMOjm4t4PhQVc17s343gdPUoyM5XA6POQLGuWKWiu29u8KoOvGxjjgt1CpaIQ6rPyFz3sIB+u5mJPTRW7eNbzonr4wrCC6wja2bPCyZYOX3m47j55l6PCbMZtFsjmFowdDrJk3ldENG/MVF+0sBT9ZB3moOsq2wQHO5RVejeQY7LMv2taNJSok00Y8xVI5L60wPlnk599ME42XWdVr58zxcIMSaBZlk42kLQBdXaQdHZTNDiSHnaE9q5uOJNpFuVzvGJzJykzPlCnNC40NBeuVdJqmc+Nugicv6h3MRVHgyL7gshV/8zE5XeT121xb3+t2mdi4zkPnApyfm/eSnLscQZ7zmQVBaFmcmEwip4+Gl9XVmoWm6dy8l+Dlm6W7vS+E/bsDHD0QrBVaum4oxgx599IhigIb1riXbMQ7+s5QeC0Xoiiwa6uvZg45F7m8wneXo0RjC4dWC4LRSV2OpceHwuk0sXbI1VTBqKpG6K6uG12S1aucTV/6z15luXYrQbG4cFhzM/iqGXSLYXK6xMOnaXL5hcOzTZLA7m0+errsde7oa1Y7kStaW+Hbc+F0mBYcoTvsEuvXuOnpsjE1U+RPvzYc1Ofj+essT19ksZiFph2q3Tv8DA04jW6P18LWjd62hRHJtMx0pIQsa/R02Tm4J4Dfazbibr6PkcnKte9NpCpcuBYlkZJZ1euo+2z5gkIsXub4wQ727AhUR30C+3cFat3MRLLCvcdpUun3v1PToSKrWKqpBPmCwq/OR3jyLFN3nDarxL5dAbZv8pLLK3R3GoKiX303w0y0zLphF26XmaMHOljVZ+fWvSTnr0Trjl8QAV1Hm2ME5/GYSWdlVEVnwxoX41NFMhkZQXjf2RubKHDtZpzuTgcHd3fw+anOOtX9bGdX13XuPU7x82+nKZZUY5RtERkdLzA5bawTVquE12MUUj1dxmeIxCus6nNgtYqMTeR5NZJjcqpEMGDlizNdoOvce5Sqv3C68bL/MVlbP9nOlkB1ftvG2U9nKjx/nePU0eCCBZSu68xEjYJoaGDpY45miCXKvH1XoK/bjrPaPl9oTPb8ZZbnr7N8erKTo/s7YP9/8cGtU03TOXc5it0m1UaMg/0Oejptiy7epbLGTKzc1ExuObybVnjxJkc2qzDQ39iGhvpcPItZZMuG5kXRxFQBh93E8KCTzrwV0wJRKyuNWKLMvUdptm70sHYFf+98exFBENizY/ER94di1r3dZBLRdZ2HT9PYbBK93SsvXJAVjWxObktBOctzXAo0TefyjThOh2nZCl2rRWR7CxPgsYkCN+4kOHW0eZdkFpvXexjsXzzYfBazQojusK3t523NaiedIWtbvEulmlUX9FlqfmgupwlBoCHweil4N1HA5TTV8QlNpvfPbUKr4POYMTeZHBzeF4R5PK2HT9KUKyq7t/spl1QePkkDtL05ymQNu4t1Qy6GB121Ls1sd6lYqhCJlSmW1BrlIeCzcPxgiGC185fJydy8m2THFh+TU0Uev8jw2cmulqP87k4bB/cEyOWV2ti7XFYxAhmNz2a1iKwecNDV2Rgi/+pNjoqi8eBJmsN7O+gK21g37CKTrfCr77KcOGQo52cL0vuPU2TzSu349WqRNde6w+CDFUimjI7XycMhOqqfr1xWiSUr3LybwGyR+OJ0Jy5X83tI13XevM1z50HS8Kqrvkc0TefhkzR2u0RPl50Ov4UTh0NVV38Nl1OqDQDuPUojyxpnjoWwVhMyPG5zrVhbvcpZu390HdpIxvqo+MkWWzVifBsXwGqRCAQseD0LL1Yz0RJPX2RqsT0rgXiiwkysxO5tfqQ2Rj4dAQvSW6HqWbMyL1NRFBjoN0xWi6Vqa7vf2Van7Pb9JLqms/MDCciLYf+ugBFY26TQun4rTkXRObq/Y8FzUq5o3LiTIhS0cGT/yo2Y2sVMtIzPY2Lj2o+rAh2fLPL2XZ69KzyenY8L1w237tNHDHXaicMhVpr7r2k6pbKG32vhi7PdK8Z5y+UVMlmZ7k5b3T3zserTYMDKpg3vLQNaYa4irR2MjuW5cDXKoSVYyphMYlPRRDOIAtitEuKcTUmrwOt2Ua5ofHc5iiDAb/9mf9OuU6D6Em6GZsVLNq9QKCrMREt43WZOHw03VRm2wsuRPK/eGFFl/b2OOq4QGAT5L8921wlGJEmo21gosk4+rzA+mUfXBY7uD+KdNxKfa1ArSQITU0W+vhDhd/9yP8Or3XSFbXx2sgtPdYRvMolNUzxkWePJyyyVilpzVbdaJbZv9vFqJMd0pEyuoFIoqpy/FmPPNh9fnu2pGzPrCKjVyBwwRqiXrsc4sq+DXEHl2assbpeZTNY4r7Ki8eBJhjWrnXSFGlMDwCiis3mFgM/MtVtx+nrsHNpreCi+mywQDFg5diiING+hSKQqXLmZoFLRqCgaFVkj4DfT3WnD5Xz/d1JpY8we8FuQ5m6UBR1J+HGzEX+yY0QB3fDYEhYPB336MoPHbWrptgxQqS4QTqeJPSs0GgOMpPh+BxeuRnnxZuExmZElpaOqei1MdKWwaZ2b4UEX8USFOw/TJFJG+15R3jvtN8OqPkMtMhvGq6hGh2Oxcc9SYbdJLUmtZpOIxSTUXpoz0RK/+Ha6rmUOxi7x2KHgkjofyVSFWLy87OOei41r3Xx6smvRon4hKIrG7XtJxidbB/QWCgqJ1MKB3yuBrqCVrjmjWpfT1HZHpl28fJPjV+dmyGTlFRUXPH+d48qNOLm8Ma4TRYFjB4IfrFoEg+/482+nSabej8DcLhNbN3hWPBYpmqgQ8FlYs3plOu3zIYoCFVljamY2ILlcE74sF1aLyLo1LswWkWK5+bhU13XDib3Nt+eB3QF2bfVx/mqMN2MFgh1WLGaj4zodKVGojmUzWZkL16J1ozsw1r9jB4Moik6x1PyYFrMNCfgtfHm2m1hC5sLVKA5HvQVJoaDwy2+neTWSrYWvrx1ysWmdp9YhEkUje3IxxbLFIuLzmoinKqiqXrcxXrPaRYffwrlLESLxEgGvGYfD1GCJIiAgItY6W9mcwsuRHMmMwrphN5+d7CRfUHg7luf+4zQBn5VdW7yUK1rLtfjdVJHXI3mcDhOb1nvRVJiJlEilKly6HufdZBGPy9ywofB7LezZ5qWv2053p51sTmFkNE+xpDEdKdWul8Uikq8GWteNLhEREP7cQf7HgYAg6CxWbxZLKs9fZ1k35KK3u7WSbyZWIldQ2bnVt6IqJ1XVef46h9UqMtC78Pjl1UiOpy+yHD8UItSx8tYHYLS2Pz3Zid9rNkKCL8ywqsfRNGexXFbxuEx1HK5KWeXVSB5V1QktQiheKcyON2ah64aRbLN1erHYFEXViURLdAQMT6Zb95NV8nn3B1s2GAaVH/aylRWdiZkiklloGQG0dtjF0EJEf4zOzuh4gTWrXcv2ntq8of3sTUXRePkmR1enbUE12nwE/OaqiePKqiA3rHHR22XD5Ww/pF2WFxfQwPtN0fz7b1aFuG2Tl1UrlCCwc6uPzes9uFp0zDI5mdv3Umzb7G1575crGoLQ2g5kzWoXqqohCIatQLmi8mufdC+ps16ZR2TfuyPAto3elsX5TLRsdFn2B3E6JeKJCqt6HS3XXrFqz3Nob0fd58zmFC5cjbJ+jbtq3aMRj1dIpMp43O85ZHabhN1mpzNkW7S7OUsnMZsE7j1Os3Gtu6ZglySBwX4H05HGLFtRFHC5TAgY5PPOkJW9OwL81l9YmsNxNF7m8vcxBEFg8zpPnbIxGitRLGus6nMwEy1x92Gaz091NeUHarqKpmvMviP7ehycPRZGVTQKBYVsXuHc5Sh7tvs4c8xIRLBYRG7eT/L8ZZYvz3Y1eKft2e5HUfQq/87Fpe+jhkP//iAnD4dadl8lSSCZNjKLt2/2GMdyohO7VeIX52YI+I2IJbNZZNNaD7099e8Wvfp/H5s6sRB+sp0tHYNsuNipnzUL1XSDU9OKE9Lht3JkXwcuh4k//WqK6Ap1O1IZuRrT4FvU/sDlNNERsOB1m1reVMlUhUvXY6TndXXaxaxVgygKSKLxuT0tVGmPnmc5dzlKvvCeKOtwmDh7PNySM7VcKIrG93cSXLsVX/R7u8J2fna2e0HVUSvEE2W+uxJloto52rPDz6G9HT+IN9ZcJFMVzl2Oks7UX0e7TeLTk11sXaDQWYjoP4tovFxzff4hkC+oPH6eYWJqaR3PUIeN3Tv8JJJlvr0UqbvXPgROh5F72O7i/OpNjl+cmyGTW/x8BQOGp978F4sgGC/quaKMD4XVIjaIehRVNzLxKhqKrJPJylQqrQn3F69FuXg11vRruq4z0GdneNAQLezfFeDo/uCSXmrxZIU/+3qaian33dhcXiGZrrTsXLmcJgZXGZ5uo2MFbt5N1BH68wWlgeAvioZj/9yuictp4sj+YM0kORy0snqVg68vRBhvIuYQRaHhsxVLaq0zBsaaff5qlNdv8xSLKnI1JiaerFAqqQwNOPnNz3sauHmRWBmXQ+LB0yx2m4lgi8JjVuW4UGf61escpbLCwb0ddUXsrftJLlyJEgxY2LPDj8UiNkwmZjuGpQrI8nuCvMMu0dvj4NGzDJMzJQI+C+vXOBkbL9Y6sgGfmcEBBxPTRdIZmUisXCdisJjF2pjXahHZsMZNJitz6VqMYMDScmOn6zoVRcNsFlBVYw1z2E1YrSJ93TYURUdRjW5nOis3JMMoqo6q0nYn9GPgJ9zZMqJ6Fjv3FrPIqaMhykWV7y5H2bDWXWcWOAuHXWLjOg+RWIlYvEw6XfmgzLNZSKJQ9UFZvDDo7rQvqhBLpir88//pCv/4v7vFH/yj//yDjs1kEjm4p35kKssaD59l6O+2MTTgwOsxNci5V9r08vVIjscvMridJiyWlelw5AsKyZRMT5etrpDq8Bsh47PmlEvpwnwIEskK9x+n2b3dKLpnM8jkJgvuYp0oRTFijhYqEFf1OvB5zYs6kC+Gdv2svB4zZ451LtpJGh0vUC6prFtTz5lRVZ1CQa3FoHwoVNXwEWo3bN3nM1dDqRf//kJBIRov09vjqBt92qwSIDA2UayF3H8MJJIVzl+JcnB3gKFBF19+sjDXbVWvo9aNm3/P3HmYJpWucOJQCF3XSaQqdZY07cBqEQkGLDjs79eFpy+zTEwV+eKMYS6qKBqRWJlw0IrJJOJymmpK5nXDLsKh+k3flRsxXr7J88Xpzlq4fDOIYj2vqlzRePQ8TTYrt9xEzmJsokA6LTM5U0TT4POq1YXXbebwXoMjt7vqh5UvKHx9fganQ+LTU11ouuGXNTveS6Yr/M8/n8DnNdPf42D3Nt97U+3qBvngngDhoI1ovMy5yxGD9N5p58adBKt6HQz0G91QVdVxOE0EA1beTRR4/irH4X0deNxmREmkUi2wxyeLjI4WeNmdw2kXGRo0Cp9ffjdDh99CNiOTLyhcu5Ng12YPybTMvUcZXE6RaLxEd6cNs0kikysSi1d4O5bH5TTx8lWeXdv89HY7OHcpQiancOxgB/09jmoGpZG96vea+eREJ9F4mXxBrXHzHj5NUShq7NvpR9cNX65iUWUmUmHzOg/hkI1sTuHcpQgb17qRJIGp6RLpjEyH38L+XQGu30mgAxvXGpt6uaIZyvk/j+v54TEb1COIi5/9B4/TKIpB8g63WEgKBYXpaBm/10xHwIqsrMxVLVcMTlQ8WcHtbpxlz8ejp2nKZY1d25urzVYPOPmrv7md3/4r/yHffHOcM2fOLPmYYokyt++n2L8r0KBYKpU1RscK2Kwim9Z5mhYjqbS8ZEPRheBwSPg8Fvbt9C9I2o/EytisYlsGqW/GCjx+luazk111n9FkEhc1hv0YqMhqtbia41i9yEuyGRRF46sLEcIdlgW5hZIkfHAhOWvHsHmjh6FVi3OG2lG/jb4zDH2HV7vqiri+Hgc9XfYV6zA+fpZhZCxvGL+2wTNrx2drFu8mi9x5mOKTE+a6kZYkCWzZ6Gl7bKsoGqr2vriWZY3rtxP0dtua2mPMIuA3VHKzVIPF7qG1Qy6+u2LwmOabbVrMQjXWBlIZhRt3Euzc6mN9tRieLdAURWNiqkg4ZGu6+To6z/Ns60YPw4PvfZ9momW+uxzlxOEQfT12Xo1kcdiNSC6lGvC9af37+2z9sJupmTLRRIVgh4LFIi56XrM5ha8vzJBKy6wecOGbx50sl1X+9a8mWTPkYucWP1MzJSLRMhvWuutUy6Io0N9rGNh+dX4Gu83Ewb0BwiELI6MGZ+mbizNsWOvm7HHDDFtVdLrCNnZs8lCq6FRkFU0zEUtUePoizd0HSQpFhU3rvGxc52b9Gjcmk0g+r/AnX01SLmv8zl/qZ8cWP36f4aAfi5f4L/6r5/h9Vnq7bAwNuti0zsmf/GqS0fEs69d46e62cfVWjLv30wwNODh1JMjIWJbL10sk0zIVGf7p/zjCPxME3k0W6QgITE7r2G1wcE+ITE7B45aYjBS5cTvB5nVu+nqdBH1mkqkK2zd7+G/+yQhXvo+xa7uPLRs8nLsUxeU0sWOLD+FlFtDJFzQSyQqlssKFa3FEQWCwz8b1O0myOQWzScDlktizzc9MpMjzNzlEybCi6AzbePYqy5/8cpLh1U5W9TpIJCr86tw0o2N5zhzvpFBWKJXUpvF8PxR+ssUWgmFqulhna/RdgTdvC+zc5m2ax5dMVyiXNTJZhdsPDIO7T092NoSjLgZVNcKovZ76EWBX2MrpI2Eufh8jlZENWfMcZHMKk9NFhgacmM0imZyhutH15sopQRA4dniQf/yP/zv+5t/8mzx48ACfz9f2MUZiZVRNp1xRm7Zk3S4Tn54Mt+SuxJOVRQ1Fl4p2OnoVWePK93E6AkZnajGsGXQSClga1EIVWePJ8wyr5jlxf2x0he3s2w2PnqXZs92P07G8YtVw17bg+wE6cpIk4HaZsC2T85VMVxgZK7B53XuH8/27Ay27ZR9SaGmaztVbcXxuM1s2egkFLciqviTCejanMB0tsbrfseCYdrDqodWsWz0/2HkhfH83QSqt8OnJTkySgKYbqrvFxDEmSaAzZK11ElJpmdcjOTZv8DTdrAiC8VzbmzzTc7v8AZ+Z08fCtfH8LAdt60YvdrvElZsJ9u30t8w1nYtcXqFYVGvTgVDQUKmFQ1YURePJiyw+j6VWYNttEiJw71GKYMDKQL+T3/5NO4qs8fXFCD2dNvZVcxDjyQqi2NiVtpgFujpt2O0i8YRMPFkhlZYJdRgJFvFEhe+uxMjkFHZu8bNjs5dkWqYzVO95OBMt8eBJGlEQePoyy8Z1Hh4/yzATM9TG8WQJySTQFbLVjFmDHVYCPjM/PxfB6zJxQ9fpDtvIF1W8bjP7dvt5/TbP1EwRt0viq3Mz9PbY6QpbcdgFXr8tcOl6jOEBF7m8zKXrUaLxEm/fFcgXZf7oX44STxSZiSlUyirFEpy/mmD1KhuaChMzJd6MFfj6YgyPW8Bm1alUJ+KT0yXy1QlvfsJY87N5+OpCFDCsISQRZAXGxovVNAVI5xQ8TomZaJlQwMbt+0lu3I0zOVVi0zoXE1MFTCYRWVZZ1edC1TRu3EkaKsOwjT/470fp77PTFbYRjcpcvBrjyfMMNqtIIlWhVNbJZmU+P93FyUMh7jxM8d3lCKmMzG9+3sPDZxn+hz9+R0+3nVi8QixZQfu4mqAF8ZPlbAFoLcQJiqJx/kqUJy+yWCwC64ZdbG7hx3L7QZJvLkbo7bZx+qiRyeewS0ta+EsllVv3Evzi2ymi8XqTPkEQCAWt7Nvhb+oJMx0tcfdRqsbBOrA7wMnD4UX//ieffMKv//qv83u/93ttH2ciVeG7KxFKJYMAOysPn5gqcuNOosY1cThMLUdHLqeJDYsYis5iLrfkQ2ExixzaF2B7EyJ/saRy+0Gqjv9kt0lNOTvFosrr0TyR2Mpw8pYCWdZJpeQaB2Q5EEWBjWs9RGLlBsXVSmPWl81iEbl6M95SxdUK8WSFkdF8HR/GahGXFTG0GHQdymWNcvXcdnfa2b3NtySH/fHJAnfuJ2tmnvmCUmcE/Gokx+17ScwmI27nQ7tw3WEb/d12pOohWi0in57oZNO6ha1DYvEyf/r1NNMRgx+XSFV4O14g38IoVRCMFIfNGzw8fp5hfLK5Ma0gGDE5sxwhUQC7XcJkMniep46EGoj/hsgm0mDk++xVlgdP0iiKkW1oMYsIGGuNySRy6kiYfTsN4YvdJnH6aJiusI2xiQIz1WfTahGx2yXWDrmIJEo8fZlF13Wu3Ihx826y7u+9eJ1lKlLm4O4Am9Z52bHFi4DOnQdJRsbyAPh8Fo7s78DnMXPjboLJmRIXrkZ5+66AUh1fF4oq9x6kGH1XoKvTyq5tfnI5BZfTRLjDxtOXWV6O5PlLX/QwOl7g//3/e83j54bnl8dtxmIWsFhEkqkKj59nqVQ0dm7xIgkib0YLjE8W+PqiUVBYzQKRaJlURqWv28a2jV7uPUryq/PT/Oq7Gd68zWEya2SzMvcfp3j+ukwqrVJRjAJa02BkrEQyVcZpe2+LkM3qyHNeQ4XWwmbA+D1ylR6nqDAdKZFMlkgkFN6+K1MqQ9BvIpUpM/quQDarcf1OhqlImTWDTp6+yPDVdxPkcxUyeRlZVpiYLvBqNM+FK1H+p389zpt3WdwuE7qmM/auSCRaZiZa4H/841H+/v/1EXceJDlzLMypI2HGJ4r8v/7b10zNFInGSly7GSeRkslk5BWjGSwHP93Olm78V6vOlqxoaKpGJqfQ4be0HCW4HCZk2SgIAlXi+FIxNlnkyYssa4ZcuBxSU25Ef+/7RUrXdW7fT+JwmFg35KLDZ8Hvey8NXgzlisa1m3H+w7/7D/iNXzvMv/gX/4K/8lf+yqI/5/dZOHogSChQv5OLJytMR0vIio55kUmQ1SKydRFyfKFKcs5Wd8az3JIPRWeo+Zgnn1d48zZH0L9wVAcY3KLPTnZW+TXvUZE1Xo/k6OtxtBUeuxyYJIFd27xLDvmej2JJZSpSYqDP/sG/qx1kcwozUSNtoF0OFMDQKsOvZ5bjNzKWx2xqrbL8EBSKKr1dthrRezkYXu0iFDTMQCuyxreXIoQ6bDVeYyJVIZaoNH2+l4OhAReaZkR5vXyTY92wu61C1GIRCfjNWKvd98F+B50hawNFIV9QuHA1xqb1Hgb7HSiqEWYdDtro61ncmNbhMDzjCkUFaYE8R11vXIf37gigKBqFosrFazF2bvXx/HWOUkllsL952PnoeIGeThsbhl01E2NRFFi/xs34VJFiSUUQBA7u6UASBSoVlet3EphNIsmUjN1mFPLXb8XZu9NPKqOwa5uPviqny2GX+O3f6OfarQSlkkqH34LTIXHxWpRd2/xsXOsmX1BIpGVy+Qr//F+94/NT3Wzf7GVwlZPhQScb1rixWAScdhORRIkbtxOGH1eXnYmpEmtWu7hwNcraYSeH94bI5mQ6AhZ0AZLJCvmCSqWsEk2UyRVVRAnOHg3y+EWWf/ln7wxOVF6hVJGZmKlQKYNoE6hUi6febhOZjEK5YjQaKjIUynodl0kHsrn6/70UVGSj6Hp/feHVaIE9231cTyaRzDoWE2xa68JuNyFKEiYJTBYTG4ZdWMwSCAK7t3m5djuJ0y7R12XnzsM0w4NOfvs3+rnzMMVMrMLb0SzZvMqz1zkO7Q9y5ECIfFHl599MIQoia4c8DK924XSZicXLS544rSR+ssWWTtWEt8maZzKJnDlmGDH+619Nks7KbN7gabpAblrnoSNg5eGTNLKicfpoeMny0oFeO86TnXQGrVz+Po7JbETZtDx2HZIpmWJJo9SrLXmcNbtAS5KTP/zDP+TXfu3XOHLkCN3d3dWFT0cUDQ+abHVXJooCJklo4Cs9fZllbKLA8UOhFes4XPo+hqbB2ROdddySlUIiWeH5nFzHYIeVz0+3dnKej2a8uUxG5v6TNGaziNv1ccjN9x6lEASB/t6leybJssbkdJHOkI1Qh5Wfnen6qKHRc2ExC+zd6VsyB0wU38etaJrO42cZ7HbpoxRbU5ES9x6nCXZYFw0ybwWL2Uh3SKTKjIwVGOx31t27e7ZXw8aXkUfZDIlkhcs3Ygz02Xn+KkdX2NbWPexxGzL5WYiiUHdPj74r4LCLOJ1mTCahZkRrMYucOdZZ88xbDMWSyr/80wlcTjOD/c2tRqwWkU9OdDb8e4ddolyGW/dTVGQNUYQ923yYzI1qwFnMRMvEE2VGxwvs2uavjWRNksDZY2Fmy4ZQh5VCQeEX56YpV3SGVjk4eeT/z957h8dxnff+n5md7R2L3jsJ9t4pNlGierOqbcklbnHs5Ca5N/W2X5IbJ3ESx4ntxLEd24plW7ZsFas3kqJIsfcOkgDRyy6219mZ3x8DgAQBsIiCrMjn8zx6ROzOzp6dM3PO97znLUbCXV2HqnI7+4+EicdVigttuF0KxcPPiixLrFhsiOd4Ik88kcdhN3O2LUF/MMOGVcXcuamMLdv62DIQxGKVaG5ws3n7AOg6TqdCaZGNooDC8oUBWs/ESaXztLYlqKm0MzCYwWyWsdsUqioc/OJXnXR0J1m9rIh9B4c4cjJCZamNOTM8WC3w1HM91NU6KPJbCEfzwxHiFhRJIhzLYXFJrFtRxLFTMdq7kkyr95HOqhw/Fcdi0bFaFIIhY0uuvtZKb28GVTOug+kas65bFENkaTqj23UOm7Ez4/eaqa92kEwbZd9uWF5EY62T7r40i+f7WDK/gIVzC/C4FN7ZE6QvmGHF4kJWLinC41Kw200snBMln9coLXVwc5ENp11BzWt09STJq+CwyaTSeW5eV8ralUV09yaxmBV8XvNwpC+YTEJsvf8MC4rJho1MRmMglMFhN6GqRqLQicRWe0eSoWiOAp+ZvMa7yuNhtZqoGM7DkstqdPdmyMzNTzoZyrLE+tXF7NgT5I23+tm0ofSa6jDabSY2rTeKP9OwhM9//vN86lOf4oUXXuCrX/0qsizzB3/wB/QPZgzL0uIA1RUTT3A2i4R7uIL8SEhygd9yTRaMS2lp8qBjDJJXs4IGJi1KOxGRkbqOjRcsLSOTemd3EotFvmpn5xECBRZuWlNyTVmpJ0PTdIYiObxuZcxvWrW08F0n5QsOZdm2K8iKxQHqqp3vm9DK53X2HgrjdChUXiZP3WREYznSGY3iQivrVhVNSZ6caCxHwGdm45oSCnzX13+9/Smef7UXq8XEbRtLx2Riv1IE6LWiKBIOuwmrVWHF4sA1RwFORC6n8dpbfWgafPKhmnFC6FoWVLoONZUOqivsnD2fpKrcPm5cGMk3NpHbQTyZp6cvxfzZfpxOhTfeGmBGs5vmhon7aMXiApKpPMdOxXA5lTG+ff2DafYcCLNqaaFhzZWM2nzzZvpobhi7OAqFsxw7GePWG0tpO5/g2MnYuPEgGMricSusW1WE22WmrcPYaszmNHbsDtHZm6G2ysXcGT4A3C4z3T1JtmwfZNmiAsKRHLVVdn7n040MBDOUFNl48+1+jp6IMHOahxOtMRb1JFHzGu/sjVJX7WRak4eu3hSBAht+rxmf10x5mR1dg4Z6t+HU7zXT0uRl18Egh49G6A9lWTDXT1mZg/NdCebO8PHym31UlduYO9OL02XGrEj88oUupjd4WLXYyr5DYW5cU8S580kOHB4ir2skkioFHgt+v4WevjjZHCQSUBhQyGZ1zIrM4oUB8jmN3QdCZDMaecBpVwj4LUSiKjv2h9HyRiH7ZFLjG987i92mcKYtTntHmtVLi8jmdH70VAd9g5nhWqppFs31MavFy5YdA5xrT1JXbadvIMOSBQV09aQYCGaxDqew8LjNbFpfwt4DQ7y1axCX04xJltDzeax2hT/93ZarroP5XvObK7YkyShCPcnY192bYsfeEPNm+WioNU3aQec6EpzvSvKZj9a9JxNYUbGVHftC7DkUZuXiwKTHmUwSbqeJdNowwV4rFw/6f/7nf86KFSv4p69/k1TWwanjOwFjBdzS5KbgMqU76mpco6HVwaEsW3YMsmC2l+lN7z6P1rUmdBwIZgwhsahg0q3Ci5msrqOa19l3OIzbaaZ41bWJLUmS3jOH+cGQEUSwZEHBmBqbVxNFmctpdPelKC0a+/uKAlbDp/B9dOqPxVWCoQwrlwSMrYF3waFjEfoHM9y2sew9K4F1Kdt3B1HzOrdvLHvX5xjx9xtJJTB3pveqS9682+/r7k2xamkhL73Rh9dtHuNqcC3oumHpdtiNcW56o4e+gbRR/uo6LrnDbuLOTeWcPhvn1S193LaxlJrKsVbZ3QeGiEZzbLhhvJ9pwG/h5nWlOB0mcsPRepfb9h5JCrxsYQGvb+vHbJJHg2FkWcJsNrKhq6pGImHsDJw+F8PnVcaIqdkzjOCdaU0eGmtd4+qjBoeyvLy5D5tVZsXiAA67iRnNHnbuDfL6lj4Us0xBgYV4TCWeVPF7LSyc46O+2giciERzvLy5j4furmLJ/ILRhKctTR6CoSyxhEpRgRWP28yKJYX0DWQxm2VuWVeC160QS+RZsagAj9tMXbUTCaivdWG1mugbSPPK5j5AZ/2qYnw+CzObPZhMEoNDGZ5+vpu8prNgjp+7b63ApEj4PRZWLSnC5VTo6U+TzcG8WQWsWFKEx2WmssLB2bY4i+b56R/MML3RQzia4823+1i6IIDdZqK3P4XVasJuVVh/QwnPvtSNquo89mAN584nOXIsTDKtoSgSSxcWUF1pp28gzcolBWzfHWIobKS+uPe2csrLrKSzGm6HiUwmz4kzMWSTzKrFhdRWp5B0ONueHHbcz2M2QyqjYjbJRGM5du0P8crmfooKzNjtJvS8zpmuFNmc4R4kxNavi0nMpBXlDlYrEkdORslkdSrL7BN2Ul2Vk1RKZefeEEsXFlyX4DpzLk4mnWftykLKisevUlVVw2S6YEYfqW2Vz48tFnq1aJpOf38fkUiExx9/nJUrV/HIo/+bU6dOA4YFbM4khXMBDh+PkL0ozYTfa2bNikICUzjJgOHg+87eECuXBIysxWYZv8c8aeRYJJrDZpVH+0aSpAn7STFJ3LCs6F0Xnx4plXS9D7PPa2bBHN8YS0Umk6erN01Fmf2yIezBIaPsxeqlAWqqLkxsl/OZmSraOhIcOxll0/rSd+3HVlxoMfruPS5jczHzZl0+031nd5JMRrts7qu3dg5ikiVu2VDKpvWl73UTx9Hdm+LIiSilJTZWLA5clyg605bgjW0D3L6xlPJSO8sXFbyn253hSBazIk8YAet2GUWrJzNYjtw3JlmnodZJJGLkm7thWeGkY62qaridY6Mniwtt3LzOhq7rvLa1H9kEyxcF2L0vREdnaozYcjkVnnmxm2Q6z/zZ/nHnT6WMqPFkMk84qlI2bPwbKWP233+7GR3DYnpxnjq/z0IgYOXA0TDrVhSO5oACY+zo7U9TV+Ng4Rz/aOb1fF5nwWwfNZVG8fG1K4vJZvKjPsQzpo29d2VZIlBgZeEcH/2DGbp6UsxoNlxgigO24TJIEjetKWXz2wNoGnzkjorRXGNej5nmetdoGaZ1q0pw2GVsVhMzmr0snGvCrEgkEjkOHAmTSuVZt7IYMNwcYgmV7p40Pq8ZXYfCAhtN9W7WrixmYNAoq1NRbsfvtfAHX3AjyxLLFxXy9Atd7D8cJhpVefSBOs53xunoSnPHTWW4XCbymsS82T4WzPWzefsA61cXc+PqYtS8ztMvdtE3kOGhe6qQJYmz5+M4bCbuuqWclmYfLqfCX33tOKFQdlzNxfeT32CxNZw+foJrbzhXQiicIxTKsXShf8IJtLs3hdNl5As52Ronm9OxXqUlfzCUQdOMjMUjBMNZguEcN60pHjfQTVQaZ+Ec/7BT+rUPipqm8+bbA5w9vZ8//5NPcMcdd/DlL3+ZX/zie/T0dI0el0zl0TR9QofUaNxINjeSZkKWpdHt0GsllTa+56qsFxLIpguhpF6PedKitOl0nje2DVBeamPpgivXrLweh/FDxyJ0dqfYuLZkjDgYcda9WixmmeZLCt32BzPs2BNk3cqi0ZXwRBQOW7AKC96d4M3mNA4fj1JdYaMocH3irKnORUmRbcLkkMGhLIeORlg0z39ZIdbdmyEaz40p0HspRtH1d7eFD4wrKXIprW0J4nGV2mrnpFG2i+b60DTDqfzie1jTdN56ZxCXy8zCOb531b6JaKp3jZY2Gik5827L/LR1JAkNZZCGb9n3crszEs2R13TMFonsBFHFM5o9DAbTRhLRy9QEbe9Msmv/EI21zsvWYgX4z593MBjK8KVPN4x79s60JYjGVaY3uqmtchLwW0cDBUbIZjVicZVE8oKXd/9gmn2HwixfFKCzJ0NehVs2lOF0XBB0H/tItVF2aPjZH0lbkU7n6e5LU1lup7TISnmJnYVzC8bc95IEpcW24Sho435MJFUOHY8wa5pndPxVTBLKZcZIXdexWWScDgWbNYfDrowp/r58YYDGWhclxTYCfgutbXGiMXXMuDfS98Y4ZCwwLvWT7OhJk0iqlJdeGCPmzfKh6zrHT8eMVB+7ggSHMhT4LVgtRmBLZTnjvkeSJDasKWHOTB9FhTZMJomaSgfRmIrJBN/9URs+r8KqJYHR2pC+4XqOR09E6OlLccfNFaP+xH6fsXU4c5p3NODJ77Oga/roPf7r4DdYbElomjZhNOKJ1jinz8SYM8PDvFnecRmINU2noyvJsVMxVFXnluEsxdfiN/XSG73E4yqffbQOedgstXDOBQdaXdcNvwCPGYtZnrA0js1m4krT4UAwg9NuGhdNKUmGo/eyZSs4efIkX/nKV/j61/8Jj8dDKBQiEong9XrZuTdEIqlyy4bScRPN8oUBdP368huNsGN3kGQqz603lk56PlXVONueoLTExq0brs56YLXKzG5xv6vSPKl0nlA4S9lVhun7vBayOW3MdcrljDQipSW2CSsPXC1lxUZqkcLLVCXQdZ2+/hRul/ldCfDe/jQnWmMMDGZw2OTrFls2m2lM3iY1ryMPi/JMxkjSeqVi2EsWFJAZTkg4keDPZI2ov5pKBzOnvXcloKLxHLv2hZg7w8uyBQXktctnwi8ttnPoaISde0PctK5kjOAySrxcf5tyOY1z55NUlNlwOpTRgANZNu7zq7XIdvem6OpNMX+WD1mWiMZyNDe4KZ1kCz6ZVI18UU3u0XEkGsthtZquaHE8cjzCuY4kdVXOCf04Y3GVr3/nDGUldr7wifox7434P1VV2CgrtrF4np+aSscV7+2SIisWs8TuAyE03SggPsJgKIvdZhpNunqp0E+l82Rzef7gC43YbGNFs6oa/mUL5vjI5cYXW770XK3n4kQiOQoLLaMLpapyO/fdXjFGpIEhOObN8pFK5+nqTVFWbEMfdjS/ltxQ2axG32CaoyeiLJzro6l+7KItOJRl6ztBVi8LsHRhgOlNHrweZTR1xdXm7jt7LkGgwEpLs5d4QsVmM6EM77rMaPZQ4DMbJb+ORfG4zVd07/C4LikcPSyqovEcubyG32cZNUDUVTnZfSBEcCiL3a7g9VjHXHuHXWHF4rEBZtMbXUQiNkzvZgvoPeI3Ns+WxGj2h3F43QqDQ1la2xLMnO4ZdwPGEyo794UoLDCzeL4fTZ+8SOtEJFN5fB4zfr8FTb9wbpNJGpNo8PW3+jlzzojBHSmNU3sNSQ+TSZWtOwY5cjI67j1Jkli2sIDZM7z4fD6+8pWv8Na23TQ0ziGfz7Nv3z7AKIUxY7pn0iSS11J0O53Os2NPiIHB8fXvRr5nIlEzkkU/Flc5cCRM1yR5fiZCkiQa69yXFQ75vD7harntfIKtOwYnzEel6zrnzicYilxISFNb5WDJ/IIx94skgcViuuotmVQ6P66mGxj9X1psu+xgmEoZ1/edvUHOtCeuuQ7YUNhI4rhmRSE1lY4rWhCuhkRSHbWOvvlWPzv3hQAoL7Vz20W52ibDYTdxriPFq1v7x+TbGkGWjPQrVxPS3dufHldLcjLyecOPSc3r2GwmnA4FVdVo70hMmi+stz9FODq2np8sS6xeVsiC2b6r+t6JONse5+U3e+kdSLPv8BDdfReenxfe6GXPwSE2rimhvNTOUCQ7mj9rMoJDWXp602RzRtDPwjl+li0sGLUADQymOdN24f45fjrGE0+d59gpIxdWKp3n9a0D7D0wNJqmZTJmz/Ry09oS1qwomlAsn22PY7HIzGh2Grmu+i4827pm1LpLZ3QcDoXGOtfo+KjrRlWNicT6LRtKeeS+amwTiMHF8/xsvKF49Dnq6knR3nkhkVRXT4q3d4WIJcb2cWmxndtvKsPnNWO1yJgV6Yp540LhLH3BDCWFVm68oXi4iLURYTtyrYciWU6fjY0+ayNjTiSaw+VUuHVD6VVbK9NpI6iqpclDZ0+K5ATtC/iNmoiFBVYcdhNlJca4uGX7ANt3Xbmu7AhLFxZw64ZSMpk8L2/u42Tr2DxphQEbHpeZ/mD6uuoRuhwKa1cU0dxwYSE18mzmckYakAfvrrzijsqG1SXcfUv5Nc1X7zXSr7Mw4+VYtGiRvmfPnik7fzqT54c/baehzsWG1cXj3t9zcIjTZ+IsX1xAbdVYgaPrOgPBLBazxObtg5SX2lgy/8pbVCO8trWfVEpl45riMauni1HzOu0dxoCXyeq0NLmv2YKk6zpdPSnCkRyxRJ7F8y6fpLGrN8X2XUF8jg7Wr1uCjpFcr8BneU9u0kg0xxtvDzB7upvGOmPF1dOXwmSSJo3+S6byvLa1j/oaFzOnuQmFc3hcynvm5KjrOm9sG8Bmlcdl50+l84SGMvi94/OsJVN5Xnyjl6oy+2hm6veCN97qH7XwRWI5bFbTNUV29g9mOHQsTCKR56Z1JZjN8lWvVjXNqJnWN5jh2MkYM5vd42oQXi2aphOJ5nh71yCK2Ui2ue9gGLvDNGFy3nPtcUJDOebN9o271/oH0/QPZkfroE3GsVNR8nl91IJ46NgQNptCc72bbE7j+Vd6KQxYWL7IEBZXuqcvzYfVP5jhta19LFtg5H3L5/XR7XOAvYfCvPR6D4pZ5nc/2zSaOf9MW5xMVr9istHJONseZ+uOQWZNd1Nb7cLnMaMoMqqq8dVvncLtNPPFTzUAsGXHAAODWVYvC0xqTdA0o9j1ZD5PO/YE6R3IcOv6EqxWE4lEjtffHmDeDC/VlcY23umzcU60RjHJ8qTWaDWvo2uXd3MIR3L0D6aprnDwyuY+AgWWMc/hyCLLbB6bzHYwmOG1t/pZONd/XZUoXt3SRyajcdvGUiRJIpPVGAobdW0vd3/88oUuVFXnvtsrJh2X83kjjc7lxtz9h8OcbU9w87oSXE6FWELlfGeSaQ2ua/aZO3g0zKkzcTasLkIxyzhsJrbvDlFUaKWl6fL33sGjERQTzJzupa0jSdv5BMsXB65ouczlNI6eilJZZh+TMkXN62zZMUBxgZXZM969RX8y3qtcde81kiTt1XV90UTv/cZuI45ozMnE5ryZXvYdCvP6tn4+8UDtmAdPkiSKC61oms60BheSBF09SSquMrS9ud5FXtNHhdaZc3EkmTH1zBSTREOti137Q/T2pWmsNcL1ryXFgSQZ++SDQ2EGgmny2uU7vLzExi0bSnE6Kkil8ryzd4DzXUk2ri15175YYDyQwSFjALt1fcmoT4Om6ew5EMZmldm4duKJwaxI+Dxmjp+KEPCbr1iWZyK6e1N0dqeorrRP6J/jG96qvRS7zUQqnWfX/n7WryoasxXpsJtYt6II+2VC4TVNZ8feIKm0Sk2Fc5xJfyKmNbrJ5DSyWY3N2wYpK7WxbOHVi7niQisrlxSSy2nsPWhYHvK6TqHfyuL5BSSTKrIsTViWRZYlevrS7Dk4RFmxDd8V0iBcvC14Kec7k+zaHyJQYOH1rf1YzBLrV5WgqhpHTkSpKLWNsWqFhnL0DKSZPcF23ZXqDg6GMmSzGv0DGdS8xqzpHvJ5nWde6sXpMPH7n3djMcusXBrArEi8trUft1th5SVbDRNdj4sxsqAbEZ2Gz2M/dptpVBwsnONjMGTUy7v4Ee3oSpFO55ne6BpzTl3XGQxl8bjNl53U6mtcdHSlGQzlWDDnQuJkRZH57cfqkRV5dHHWVOfCbDKsIxvXlEzogyjLEweIjDB/lo9M9oIYi0RV0imN7r4M1ZXO0UShDruJbFabdNLbuS9ILKaycU3JpMJlxP8GYP3q4nE5vPJ5nc1vD+D3jS2z5fWYWTDbR9lVBH1E4zne2jHI7BYvbtdI3iXje1YsDgz7nBp/Wy3yFQNJRsYzu1W+7IRv/ObLC4L6WieFAcuo1S8SMYo0F/gso1anEY6diqHlNWZN4o5QV+PE6zbj81pG61GmM3l6+1IkEypzZ3knnTsurqyRyeRJDFujr4TZLDNvgiAqxSSxYdV4I8Z7xQdRaF2J31ixJTG8Kp2kzxRFZvYML51dSY6fitLSPH4rTZYlWpo9bN0xyPHWOLcX2q7K4nKxWVjXjVWiYpYnLB47f5aP3DRj4IvGckatsRnea6qhlkyqKIp8xWSEIybuoXCWWFylqy/FtAYXhe8iXYCu66NWqO7eFNt2BUdLaowQHMrgdJiYc5mVj9ksM2+2jze39fPy5j4WzvZfcaVkCKQQTXUuykvtdHSnePLZTjxOE3/0pWljrImSJLFwrp+evhRtHYlxVkyvx0x5qW3CbaorpVEYqVj/1K+68LjM/PX/nH3FOoEjUUG6rjNnlhfvsI9eLqdx4GiYyjKjVpgRlj/xuew2wxpW4Ldgtsi8trmfQIGFBXP8vLFtAJfLMM1PRG21E4/HfEU/NTWv89qWPvw+y4SBBwUFFlqaPBQVWjh8PIp7eDJJpvOcbDXKplwstubN9jFb069pOx6M67LvUJh02rDkjfiNKIrEx+6rxmK58BvMZoljJ6OjW/jXysURnUb7rdgsY6/RzWsv+BKO1KZbOM+PxTx+Yh4KG64Cc2d4aWn2GM7Vk/z+lUsK0CbwjxxxKh8KZ9l9YIi5M7zMavFSGLDicl7eIjqZdeBiX7tYXGX7niBlJdZxpa6qKhy0dSQ5dDTCrJbxLgCFBVacduWqI6Un2mZMJPPY7SYa6sYuZM0TBJFMhoSESZHo6U+xfU+SDauLR53X3006kf2Hw/g8ZtauMp6heEJFMU28gLkSh45GGIpk8XnMuF1mCvwW5s30Tlg3s6MrSXdvkvpaJw77+HaPBCCM+AcqiszGNcUcPhalrSNByzTPVUWtTmt001Tv+i8paD7I/MaKLX04FDF/GefDZQv8HLBIHDwWobjIOunqesEcYyV49nyCru4Uq5YVXvWkIUkSa1cWceh4hM3bB7hhWeGYm9xslkcFnKLIeL1mHHYT/YNG6YGryb3k81qxmk1jnHR1Xef0mTgOhzImcehQJMtrW/tpaXZz503luF3KmPZcrfk2HMnx+tY+ZrcYwnDpggICl0xw4UiOSEzFYpHp7k0RT6g01bvGRZV5XGaWLSjgf//dcSLh7BXFViar0Xo2jt9jprzUzoLZPvKqkZhvsvQQR05E2XtwiFvWlzJ3lm/09aLAu4/KMw2v7lIpIwu/YpIYDGWMQqzT3Je1UEqSRMNFObZyOY2e3jR2m0I4qnLmXJz1q4svm2RyZLuusdYI3jCZJKY3ubBaJv+M3WYaZ8U8diqGWYGmejdqfji9hSJRVGDFNUkkocdlZvYML9F4jqpyx6jA9bjMbFwzvt0m07X5/42wfXeIRELlhuWF40oo1dWMFc6JhFE26IblhTgdCpFo7l0FTsCwSJ8kujAWVzHJxv3d2ZWmud6N1Tm+rz0eM4vnFVBSZGUonGXzjkEWzfFNmC/rStZsn9fMhtXFo1ayK40LQ5Esb70zyOJ5/stai50OE43Di5aJtrN7+tIEQxlmTBvv5jDtKsXQxWiaTiKZH3V47ulLEYnmJhQXF3P4eIRUOs/ief5x44fbpbBpXSnxhIrbZb6qMTOeMCIBZzZ7xt0jLpeZ6koHBV4LqqrxxrZ+fJ6rK3B/KY11Tto7JF7Z3M/KJQFKi220TLDNHo3lKC2yEgxliETVMddD0wwL6fFTUULhHGWldqyWC5F+M6d7aG5wXZMYFELrvec3VmwBqJo+aZ4tYDSy4sDRCK9u6efhe6omvAldTgWXE9raE2RyE0c4Xg6bzYTFLA+nUdCJRNVxIgeMras1y4tG/U+sVom6aifNDZf3ZZnIVySf1zlxJjZqru4bSBPwW3A7FebO9FJabBs3KB07FaWtI8mGVUVXzCfmHk6JUVpio7MnyfFTccpKxlr+GmpdwxOxyUib0JPEbJaorXKOGzDNFiPaJRjOomnaaATnROi6jsNuQjHLJJMqfYMZliwMTOq7tOdACAmYM8OH+TJC5N1gtZq47/Yq2juTvPBaD6VFNjp6UtTWOPC4Jv4NmaxGV3fSyKk1fJ0dDoWbh32wunpSRnjz1fpi5TUiaeOeGvGVu1p0Xed8VwKrRaap3s3+w0P09We4aV0JC+eNz0F0KQ67wvQm95jtnquZ7Cbj9NkYg8Esy4b9rirLbRQVWghcRYmdynIHRQErVquJt3cNMhDMcsuG0vc0h5em6WzZPoDdbmLdyiIqyx2T+twZrgKGIEwkVQK+C76B2ZxGMJSluPDyvkMjjBSBvhq6e1NouiGsr+TPl0obhdc1fWyamhEWz/Nd1sp6rXR0GSke1q4soihgpanBTXmpfYzg0XWd7t7UGOGUSBgJREfS0EyEy6lM6C94MaGhLHa74T7Q05umpsI+TmxdPJ62dSRIpTTmzrx29wZd1+kbyKCYZcpL7Tgck+QNy+vD9RhVblpbMs6iHhrK8uIbvcyb6WXOTO+4+9lYyLw/FSMEk/MbG40IoOa00ZDXybBaTbjsJsKR3ITRUCMEQxnOdSSoqbh80snJmDfLx5oVRQwEs7z4eg/nuyYvtW4xy8ydZQwax07FLtuuyTCZJBbM9jF3ls9YVW8fpL0rhaIY5vmRQWwonGXrjkHiCRWrRcZpV5CuYtUzeh6XGXTo6DFy+VzMxb5DddUO7FaF/YcjE+bjKfBZmN7kZiCY5e0rRM34PEbpFbtN5uipKDv3hi4bhRaJ5jh6KsrSBf537cQ8Gd29KbbtHESWdDwuMw21TlYtCYwJc76UwVCGHXtDDASzY163Wk3IskRVhYOVSwove5+pqjbqc3HoeJR9h8KTVrxvPRdn1/7QhD4akiSxbmXxqF9SUYGV8jL7hJN0Kp1n74GhMdGbJhlmTvO8Z5nrDx2P8OqWPgaHr01DreuKEyhc8M0cEa/N9S5mz/CSz2vsPTB01VGKV0KWJWa3eEcDWi4VWj19KQ4cDY8bd5wOhRuWF45afzu7krz5dj+DobHPzPUyEhHc0ZVk45oSiq5QlspmNTFrmofaSyLiRnzvYgn1PamccfpsjGOnYvh9FhrrXGPySl0qdlJpjXf2DnH89IUIuCULCli/anwW+mshmcrz5vYBDh+PUBSwctuNpWP8cPN5IwL54mjhdEbD7VImTZsxGSPBS22dCTKZPMsXFUw6JuzeP8RQJMvCuT4KA9Zxv1HXddKZPCZFvub6o4L3j99YsaVpGrlcntwV8vzouk44puJ2msb5FMQTKpnhBHhbdgzitCtXdODOZC4vjLweM7oG+w6Hx01+uq7T2Z0kGsvRO5AhnlBZtTRw1dm5VVUjGjcmlUhUZceeEO0dSXw+C6uXBaga3k7M5TQGg5nhgtUq7Z0J3tkbpLLMzpoVV79FOkJRoY3KUjv9QaPWYuKScHFdN+rnSTLcsLyQgWCG/gnSQzxyXyVul8KTz3SNCdceIRZXOX0uTj6v43abOXA4SjyhsmZF4RgfiGgsx8tv9o1+x9xZPuqrXZMviS+irTPJngOhK4Z9jxBPqITCWQr8VtauLKKtM8X23aFJBbKa1wn4Ldx4QzGlJTZ6+1O88FoP0djVi4FMVuOlN/s4fDwCwJL5BaxeVjiphSQSyTEwmEFVjWLVF4ffg+E0PNLntdVOFsz2TTipJVN52jqTo+kwzp5P8PxrvVdMD3AxI6JI13WOnYpyrj0+5v21y4u55cbSa6pBGY3leP7VXjq7L9wzRYU2GmqcJJN5znUkCEeylznD5KTTeTq7U2PEU02VY9LEs30DGdrOJydcUIyQTOU50Rqjvto5buv93aJpOu2dSbKqxuplhVed881kMpzhI9EsR45HRvsnkTR877p7L59m4mrp7Elx6oxRaHz+bN9lI3AddhOrlxUya7ohso+eiLB1xyDvNlPJSMLozu4EC2b7aKo3fGcv3XaLxnPs3BeivTOJpulkcxozmj1sGo7avBZSqTxb3wlSErCybOHkZdlOn41x7nychloX5aUTB2DpEuQyGtLltmkEv3Z+Y8WWrkskUnlSaWMiiERz7D0UJp5Qx+Ru6e1P09mdxHyJFSGT1XjjrX72HRrCYpYoKbIye6bhRD8UztLVM14M9Pan+c+nznP4WGTSdo04NredTzAUzpJM5ekbMHKVGCu6EAePRmiuM4qOXu1W0rFTUZ59uZtXNvcRi6u4XArzZvsI+M30DaSpLLvgk3GuI8lrW/sJDWWpKHOwcK6PWCxPOmNcl9BQlr6BsYNsT1+KN7b1j4q5i/F6zNx6YylFARtDkSy5nHGe46djvLqlj5yqs3JJIauXFeJ2mXlr5yCHj0XGTbYFPht3bSonnVH5+r+fIjiUHe2LXftDHD4eZt/BIYbCRlqO1csDTGtw8/auIGfaLpxH0wxBOSJmCwusLF3oY9e+EOcnEHEXPqdzviPB5u2DvL6177L5Y6KxHEPhLD19aWqrXaOOuFXlNpobXGOsUiNlfgB27g2yZccgRQHrFbd4orEcXT1Jdu4Lkblo8h5NgDsswt0uZUzZkEuZP8eHzWZi574h9h8Oc+DI+PsznlDHWMZ6+9McOBIe86wE/BY2rS+hZtgKYjZJ2Kymq7KEgpEl/LmXe4hEc2ganDufpLNn7H1mtkjYLCauZa/eiL6Txzwr+bzO8VNRdF3nlg2lY/ykriW/2Etv9PL9J9sJXqUFalaLkXfKYTcNbyOlx/QdMPzbJEpL7BNuz0XjufGfuQKRWI5fvdLN4WMRigutEzqjX47uvjTtXalRH1evx/C9m3ZREedEUr3iTsFkzJ7uJZMxfC1HONMW59SZ2ITHFxdaR58pTYP8u1Ra0ViO813J0YjE2irHpM+Kz2P4xTXWuTjRGuOlN3pHo3uvlWQqTyaTx++//DaxpoGq6njc491KRpCQkEwS0rutUi94X7guny1JkgqAnwK1QBvwgK7rQ5Mc6wGOAU/ruv471/O97wX5vE7/YIYCv/FgtXfE2bZrkI7uJDazxPw5frweM0/8opNUOs+84ertyWG/KotFpqzEEA/9gxlmTfcSHMry0hu9uD1mksk8pUVJwtEsN95QgtViwm4zCmW2nouTUzXiiTzLFhWMWg1yqpHjZf5cHwUFhv/GC6/3crYtzmc/Xo/XY6a2ysGBI2GKAha6elJIksTKJQEURb6sxemdPYMcPhbljpvLsNmM3EvhcJa3dkRx2GVu3Vg2asauKLUhS/7RkOyqcgd9/UYV9unNbvYeCtPdm2LDasMnJZlUeWVzP/GkyqwWL57h8VfTdNo6kvh9ZuxWE163edR5PTfsaD0ygIys4FvPxclkdDwehRdf76Wp3kV5mYPe/jTxRI6+gQzzZnp5dWsff/fNE/zlH80ik8nT0Z3E7zH8zd7ZG6K22klDjROrxcTRU1HaOxP83mebMJlkPG6Fm9YWY7nIPyue0Ni6Y4CO7iSfeKh23LVU8zrPvdzF4GDW2Ab0mMf4lcUTOfoHM3g9FgJ+C9t2BcmrGjabCekiYTCSxiCZynOyNTrsBxUmm9NYv6oIl0MhndGGhZxEabGdW28cayXJ5jS6elLsPRjCajWRz0NLc35UwI0kwM3lNE6diSHLcPxUnNXLCidNBeC0y6QyGisWBzBdErU6FMnyxlsDzG7xjEaA9Q9kOHQ8gsetUF/jMnJq7Q6ycI7vgrCscBiW2qudB3WdoyejaLrOnTeXc+PqotH7IxZX2X84jNetcPRklECB5bJliy7G5VTYuKaEM21x9h0comnYx/HE6TjVlXYWzr3gexaJ5njrnUFmz/COisbLUVRoZY5JHs0xdPJMjGgsx8I5/tG25/PGNo/TYQRJKMPBAUPhHG9uG2DuTO8Yp2iHQ+GWDSVj7q+RsjOpdJ7X3xqgsszG4nljo0DVvE44nKXAbxk/MevGlqDzMgEVYFjedX28VWfJ/OF6iRcJg4t972Jxlde29NPU4DIWcMNj4tXmePN6zMyY5hkTrdx2PkkklqO81IbLOfli4XIBM0ORLPm8PiYH1MWcPhPn7PkEt95Yit1mYvPbg7hdJhZdcm1hrF+c122mKGBDuUYrv6bpBIcyDASzzJg2edb+EarK7byyOcfxU9HJAw50I12KLixbH2iu10H+j4HXdV3/iiRJfzz89x9NcuxfAFuv8/veM5LpHO2dCdB1nnmxixff6EbTZNB0IpEcJ87EmNHsIZnMUlPh4OSZCCdaY/QNpgmFsxT5rZSU2DjVGuW1rX3cuLqE4iIrJ89EUEwm7rqlgv0HQzz3ag8nW+P81kdr6O7L8OgDtbz8Ri9f/eZJpjU4SWdyzJjmpaTQyn/8+ByHj8e4aV0x1WV2TrVGeWdPEL/HxMFjQ6xcXMTps3H2HRoil9OIp/Lk80Y5mPoaJx9/oIa28wmOn47gdBj1oaor7TTUuolEc3T1pThx2igxZLeZ+OkzneRUjU8/Ukdbe4zDx2Pcc2sFQ+EMZ87FaG2LE4/lONNu1BOrq7Lz4hvdFBfakCTYuS9E/2CK1rMJairt5DWdb3ynlVtuLGXWdA99fSle3tKPLEuYFZmqSjtn2hIcOxmmttpFXtUo8FvZtT+I0244r55pTzA0lGXz24OcaYvjsEn84vkuMpk88WQOJIlMRkWSYeeeIf74Lw/xhccaOH0uTjajMXOaSjSmks1pHDoaYfniAubO8DIYzLD34BA2m4l0WuN8ZxKPx0xluZ3mBjcup7FyTCZV9h8ykm/OmuZB03TiiTxHT0R4ZcsAi+b5mD/bh8ViJHx1u80cOxllz4EQat5wnl21tJCZzW66etM01TnZfTCMz2emvMROJmNYCJMplWdf6WXloiwlRTbUvDGZpnPGtlR7V5KunjT11caEf7HvSFtHkl37giSTKrVVTm64oZBw1Ag/t5jlUWvI7gMhXnqjj0VzfdhtCvIl82xvf5psTkPL6xw/FUNDoqneTWmRlaFIlsFghsoyO3sODuF0yEbSxbhKJptnxnQP7Z0JjhyPUlftRNN1hoayHDgSRkdi3YpCVFXjiV90YDHLPPpgDYpJQtN0wpEcPq8ZWZY40xanbzBNdbmdynI705vcdHQZiXg9boXBUJbCgJVkSuWdvSEWzvWg6Tr7Dg1RXmof3m6M4bDJVAwLf+8lQniEzu40uw+E2HtoiLkzvSya56Pkosm9P5jmxdf6sFiunCZlhJVLCtm6Y4CXN/dxy/oSorEcwWAWTYdkQsVhN3GiNcap1jgb1hSN8cvxeswsW1hA0SWO55qmD5ftkkb/3rx9EK9LYf4cHy2Nbgr8ZsKRHBazNOpU39WT5O1dIdavKhqXK8rnNXP3rRWj1s4RcjltTNDKtp1BcjmNm9ePFXtms0w0nmMgmKGizD7u+tptMvW1DkqKLHT1pmk7n6S53j0qLGHYJSOaw+s2jxODZrM8ZmtT13UqK+z07E+xe3+YdasmTlVyJfYcGCKVznP7xjKAcYXiW6Z5qK5y4HQoaJqxiFbMRsLYN7cN4PWYJ0xaXFFmH03TcrWoeaOKQk9/CrfTzKb1JdivEGWZymj4vGZKi2yT1lg1yvoIofVB53rF1l3A2uF//wDYzARiS5KkhUAJ8BIwYXbV95tILEc8kaf1XJxTZ+MkkjoWM1RXWDnRmsDpMvHSa30k0xpV5RZSGSMvkMsls/+QYS2Y0ewkmTQsZIOhNB3dWSRdA0kinlCJJXL0DWR57pUeTrZGCEc0Zs9wc+p0jM7uDLFEjl0HIlSV22msdfLWriBDYZXu3hSpjMa0BheDQ1n2Hkzx6luDrFneT07VOd0Wpz+UJRnPg5TH4bDQ3ZvkTHucnl4jt09DnZNsNk9OhfkzPby1K0Q0qrJ15wDbdgUxyRKdPSkkGX74szbCEZWevhShcIad+8J0dqeY1eJGyxt5wObO9PLsSz0kknnKSmzUVNoJhVUsZjh8Mk59tYOb1hVz5GSUs+fj2O0KfYNpXHYTNRVO1LzGa5v7GIrlMCsS2ayOYpbYtjNIT18KNQ+rlhaQyer0DWTpH0gQTxjRPh+5vZK8rrNl+yCpTJ5kMo9JMgaZvQcj/OlfHyYWU/G4LfT3p1m8IIDNJnPwWJhDx8JMb3Lhdpl56Y1ezneluP/OSs51JgiFMmRzOjObPdywsogH7q4ikcjx81910t2b5KP31VBZ7uBXr/RQWmylrtLBHRvLsFpNDAQzvP5WP26HiUPHI+TzMGu6h1AoSyaroZhl2jqSowWhDx+LcOKUUaB1YDDL+tWFOG0yx05FWb44cFE5mBROp4lkIs8bW/tprzW2IG/daMNqkQmGMrz4Wg8tTR6c1UaZmlRaY/P2AcxmGbvVxMY1xZjNMhZFJpvTOHgswsN3V/GrV3qZOc3F3Jl+sjmNJ35xHl2HB++qpLLCQTiS5cXXeqitclJQYOHAkTCJpIrXbaaizMaOvSEcdhPplEZTo5P2zhRVZVZ0HaxmGdkEr2/rB13C7VQwmSROn4nh9ZrJ5TQUk4me/jRbdwxyw7JC0pk8r2zu49z5BCaTzEN3V3LzulJCQ1m8HjOvbeljx94Qn3i4lspSG7Nb3BT6bfT2Zzl8PEpPX5qb15XQ3pHE41YYiuR4eXM/yxcWTFiYfPniAqorbLy+rZ/HnzxPXa2Th++poqzEzlA4y8+f6aKjJ8nHP1J9VVazTMZwNt93aIjOnhRzZniN+qY6hCNZNr89wMK5fooLLeRyDuzW8ekuJiq/deBohN7+NGuXF3L0VJTyEhtWi4TJbBSInt7kRlU1nn+1F5/PzJrlxm8tLrSxaJ5/whJIkiSN8//q7U+zY0+I6U0uYnGVuTN91NU4hjPjj5/UT7desAJdmp9KUWTmDie39PusNNe7x6X36BvIsHn7ACsWB5CA/mCWeTO9E26jJVN5Dh+LEPBZmDn93QetLJrrH7Wg7z0UpqcvxcY1xZw6E8dmNSJsR9opy8YuARgi9OTZGLpuJPx8L4IAZAmcToXZLV5SaY0t2weprLAjYWRun4iA30JzvZv2zgQzpnsmdaK3mOV3XYhd8P5wvWKrRNf1nuF/92IIqjFIkiQDfw98DLjxcieTJOmzwGcBqqurr7Npl6ey1MGcGR5kXSeV1Wg9m6C8zMbdt1YSi3fQUOsAXePc+RRzZnrJaxJNtS6yOZW29iSyLFFc6GB6g5OTZ+LE4jmCQZWSIhuBgI2GOidtHWmmNxl+GR6PmZJiI8XD/NlesnkdRQG/18qMZg/BoSwL5/g4dCxKUaEZkySzZkUhZ84lUHM6yUyOnAobVhaiyGAxmzh7PkE8meXBO6uIJrL09GapWWgnFs9SWmRh1nQfx0/H0HRornfS0ZuiodaJ2WTC4zVjt0lkVR0ZiaY6O1arhNtlZsEsD8l0jgK/mSXz/Dz/Kty0rgRk6OpOMWO6m7kzfOzcN8T8WW6iyTxmi0xhgY3PfKyWXftDSEgoJlBMJm67qRSbzcQrb/Zz6mwMn9uMrMCNN5TQO5Dm5Te6icU0AgVWevszzG5xc94jEQyq1FTZuWlNMS+90U9xwIrVKhNP5Ghq8NBU6+DE6RipjEYwmMNqk2ludHPfbeVIsoTTbuZMW4yA30pZqR1V00mmNWZOd1Pot6JqGgeOhHG5FJx2E421LlRVo38gxUtv5NCBshIbZSVW5s8poKXJPbpV53GbmTPDS9+AkVVbkkaSnErIEpQW2bhpTTF+n4XmBjfHTkWJx1Xqa51UVRhbfoGAzcjwPrwqVRSZ5QsLsNlk7DYTKxYHaKx34nZdyDCeSucJx3K4XAorFhsTQz6vs2JxgGgkRzKdH7UaLJznx+NWOH0uQSSW43xngpIiw4qimCRWLTUiGivLHVSWO3hr5yB5zdgam97kJpPOD+f/KaSuysm59gSV5YYFMxjKYrVKFBfZkSRj62vx/AJOnI6NJmcM+M2sXl6EzSqNbssW+IykjQV+C6fPxPF5LTTXy0iSjsel4LCbcNgNoVNaYmd2i4figFGEdtN6o6RKTZWTnXuD7DkYZiiqsmF4uzEczdJc55w0d5bFLFNX4+JOpwK6kWE7OJSjrMSOSZGoqXaweL7/qpNl5vM68YTK4vk+/D4Las649jJGTbe6GhcFPgtej/macrV5XQq5nIW8ptPdk8ZuNY0rJaUoRrJfh+2ClcZuM9Fcf/Wla2xWEwG/mWRCpas3TUuTNmFi5RFamt1UVtivmAj04q3Si/F5zMyc7iXgt3CiNU53T4pZ09wTpiVwDtfEcziUy+aSuxIXC88Cr4KmWZElia6eFA67MmlVB7NZ5pF7q4gn8pPm5rtWZFkafWZPn42RzxtzQz4PM6Z5JhVLM6Z5jK3USa57gd/C+pXjrZmCDxZXrI0oSdJrQOkEb/0Z8ANd130XHTuk6/qY5DuSJP0O4NB1/W8lSfoEsOhqfLamujYiXKhdZTJJxBIqDptRMDiXy6MoMrquE40bRaPzeeM4TdPJazrptDYaBahpxnnSWR2TzGhyxVwuj9lsIhLL4XKYMJkM87TJJI0598XHZrN5sqo++mAZqzJjpWc2X/DLGnk9FldHfSdG2pjN5lE1cNhMo+ZlWZZIJFVMiozNIl+0VSETjubwuEzIslH2QzENl3rIariGzesjE3gyNbxdZTGNeT0ay+F2GQVWNc3Izq/rhtOs+6LV2Eh7kkkV53BB1pHvBMMi4PWY0TSQ5QtlNIzIUR3bcPqDixmp9aZjRM5N5OsChhk/M+w7c/FnJwqljsZVPMO/ZzLz/cixum446dus17a6zGSMyfla6zwmUyp2m+mavkvTdJLpPA7b+Os3wshYMHJeXdfH3F8TnfPScyUSRuLYi3/T5NsfOppm+KBd67UzAkbyE94PV8PIPWOeILP7tTDyzBltee+tC5lM/rrbeCU0TSeb1d5VBvR3Sz6vo+b19zTH2bWQzWnI0pWTxU41qmrkZXyvar0Kfr1crjbidRWiliTpJLBW1/UeSZLKgM26rk+75JgfAasBDXABFuCbuq7/8eXO/X6ILYFAIBAIBIL3gqksRP0s8BjwleH/P3PpAbquf/SihnwCw7J1WaElEAgEAoFA8GHhem2XXwE2SpJ0GsMf6ysAkiQtkiTpO9fbOIFAIBAIBIL/6lzXNuJUIrYRBQKBQCAQ/FfhctuIwitPIBAIBAKBYAoRYksgEAgEAoFgChFiSyAQCAQCgWAKEWJLIBAIBAKBYAoRYksgEAgEAoFgChFiSyAQCAQCgWAKEWJLIBAIBAKBYAoRYksgEAgEAoFgChFiSyAQCAQCgWAKEWJLIBAIBAKBYAoRYksgEAgEAoFgCvnA1kaUJGkAaH8fvqoQGHwfvkcwtYh+/HAg+vHDgejHDweiH6+NGl3XiyZ64wMrtt4vJEnaM1nhSMF/HUQ/fjgQ/fjhQPTjhwPRj+8dYhtRIBAIBAKBYAoRYksgEAgEAoFgChFiC779626A4D1B9OOHA9GPHw5EP344EP34HvEb77MlEAgEAoFAMJUIy5ZAIBAIBALBFCLElkAgEAgEAsEU8qEVW5IkbZIk6aQkSa2SJP3xBO9bJUn66fD7OyVJqr3ovT8Zfv2kJEk3v68NF4zh3fajJEkBSZLelCQpLknSv7zvDReM4zr6cqMkSXslSTo8/P/173vjBaNcRz8ukSTpwPB/ByVJuud9b7xglOuZI4ffrx4eX//wfWv0f2E+lGJLkiQT8A3gFmAG8LAkSTMuOezTwJCu643APwJ/M/zZGcBDwExgE/DN4fMJ3meupx+BNPA/ATEQfAC4zr4cBO7QdX028Bjw+PvTasGlXGc/HgEW6bo+D2Ns/TdJkpT3peGCMVxnP47wD8CLU93WDwsfSrEFLAFadV0/q+t6FvgJcNclx9wF/GD43z8HNkiSJA2//hNd1zO6rp8DWofPJ3j/edf9qOt6Qtf1bRiiS/Dr53r6cr+u693Drx8F7JIkWd+XVgsu5Xr6Manrujr8ug0Q0Vm/Pq5njkSSpLuBcxjPo+Aq+LCKrQqg46K/O4dfm/CY4QEgAgSu8rOC94fr6UfBB4v3qi/vA/bpup6ZonYKLs919aMkSUslSToKHAY+f5H4Ery/vOt+lCTJBfwR8H/fh3Z+aPiwii2BQPAhQ5KkmRhbGZ/7dbdF8O7QdX2nruszgcXAn0iSZPt1t0lwzfwf4B91XY//uhvyX4kPq9jqAqou+rty+LUJjxn2G/ACwav8rOD94Xr6UfDB4rr6UpKkSuCXwKO6rp+Z8tYKJuM9eSZ1XT8OxIFZU9ZSweW4nn5cCvytJEltwO8BfypJ0u9McXv/y/NhFVu7gSZJkuokSbJgOLw/e8kxz2I42wJ8BHhDNzK8Pgs8NByJUQc0Abvep3YLxnI9/Sj4YPGu+1KSJB/wPPDHuq6//X41WDAh19OPdSMO8ZIk1QDTgbb3p9mCS3jX/ajr+mpd12t1Xa8Fvgb8P13XRcT3FfhQRoLouq4OK+2XARPwPV3Xj0qS9P8Be3Rdfxb4LvC4JEmtQAjjZmP4uCeBY4AKfFHX9fyv5Yf8hnM9/QgwvPLyAJZhh86bdF0/9j7/DAHX3Ze/AzQC/0uSpP81/NpNuq73v7+/QnCd/bgK+GNJknKABvy2ruuD7/+vEFzv2Cq4dkS5HoFAIBAIBIIp5MO6jSgQCAQCgUDwgUCILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilEiC2BQCAQCASCKUSILYFAIBAIBIIpRIgtgUAgEAgEgilE+XU3YDIKCwv12traX3czBAKBQCAQCK7I3r17B3VdL5rovQ+s2KqtrWXPnj2/7mYIBAKBQCAQXBFJktone09sIwoEAoFAIBBMIUJsCQQCgUAgEEwhQmwJBAKBQCAQTCFCbAkEAoFAIBBMIUJsCQQCgUAgEEwhQmwJBAKBQCAQTCFCbAkEAoFAIBBMIUJsCQQCgUAgEEwhQmwJBAKBQCAQTCFCbAkEAoFAIBBMIUJsCQQCgUAgEEwhQmwJBAKBQCAQTCFCbAkEAoFAIBBMIUJsCQQCgUAgEEwhyq+7AQKBQCAQfFjZdyjIH//FETQd0hnw+8Bpt2Kz6Jw9n8VmBYdTorDAztwWL/PmeEA3Ma3RicWsoOng8yhkVdBUDYdDTNv/FRG9JhAIBALBFPHN77WSTF/4eygMQ+HM6N/JNCTTOoPBJCdOJ/npsz0A+D0yRYU2EkmVooCZIycSVFfa+cJjDWzZ3seuAyEqyxwMDuW4eW0xjz1Yx9e/e4rN2wZZudiP2Wzitz/ZyJbtAzz5XCeL5/qw2xRuWluCpsPXv3OaIr8Fl9uEIsvMn1PA3Jm+9/fi/AYhxJZAIBAIBFOE03XlaVYCZBnymvG3yQTJtMaZtiRmM3T1ZgGIxXPYrPD6tiCptEYkGiOThZ8/18WDd1Xx4ms9xOLwq1f7kWVQZHhxcx9DYY3Ws3HyGmzfM0h5mY0t20PIMmjD31n+ei9PfmfFFF0FgRBbHxCSSZV0VkPLa0gSHDsVZ/E8HzabQs9AGqdNxmKW2bZrkOWLCklnNHp6UlRW2snnIZ7IEgplmT+nAE3T0DRQFJmevjRD4Qx2u4m6ahfptIosy1gs8pjv7hvI4HCYcNgV3BMMDsmkSiKpEomplJfYxpmys1ltzDm7+9IEQ2lmt/jGHJfOaiiy0TYAVdU4cTpGXY2TRFKluNA27rtjcZVEMks0nqes2D6mfeFIFpdToW8gTf9AmkDASnWFc/T9s21xwtEs1RUOTCYZv8/C2bYog6EMVeVOSoptHDwaQctrpLIa5zvjHD8Z58F7qjh3PsY7eyM8eEcFp9uj7D4Q5bb1xfQMJtm1N8z9d1bR1R1j94EYt20sIZXK8fLmII/cU0o8pvKrNwZ57KFKUkn4yS87efieYvKawo+f6ebuTUVISDz9Yh+bbiym2G/hR0918eDdpZjNCk881cktG0twOyR+9FQPG9cUUlzs4Ce/6ODGVQXU1Hj44ZPnWTrPS3WVg18830NNlY01K0r40VMd1FXZ2XBDCd/7cRulpVbWLy/iR091UFigsGl9Gd//STv1dU4WzA7w8mvd2Owya1eU8vKWHsyKzI03lLJ5Wy95XeLuTaU88YsOnA6FFYsL2Xc0RG9Xio89WMfm7X0EQznuvLmC3QeDnD+f4qF7q3hpcw/BgQw3rSvjbEecg0eifPqjtRw+GuLQiQSP3V/N0VNh3tkT5tEHazh4NMjufVE+9pFq2s5H2PpOhIfvqSSj5vnFc9381sdqGBrK8ssXern/rnLiaY3nXurhobtKMckmnvxVN3feVEZZsY1//X4bt2wsxONQeOKZbtYs8VFX4+IHP+ti4+pCvB4TT7/Uz9KFXsqKHPzs+S5WLPRTUWbnly/2sGC2lwWz/fzbD84yf7aXObML+MGPzzJ3tpfp9R5+8UIPM5udLJof4Ic/baO+xsH6VcV8/8nzlBTbWLuimFfe6CWTyfPgvTU8+1IXSBIP3VXND548i8tpYuOacl7Z3EskkuaRj9Txzu5BTrRGePieOk60Rth3OMJHP1LF9t0DtLWnuWVDCfsPhegdzLFxTTHt5+OcPJvkgbsqOdUaZteBGJ/5aA1HT0TYtivEJx+upvVshNe2BXn0vjrSWZVnXurh9k3F6DmdX70+wL23lJDO6fzq5X4eursUVZN44uku7ripmKICG//5ZAe3byqlLKDw7R91sHFNEdMbnXz9O+2sWOJl8dwC/uW752hpcrF0oY/Hf9bForl+WpocfP/JTlYs9rNkfoC/+9dTLJ3rY+Y0Lz9+uoO6Sgfz5wR45oUOGpvczJnm58lnz7NsYYA5M7z8x4/PUVfn5p5N5fzjv7ZSX+dg+YIAP366nYoyBzcsK+GZFzpxuhRuWlPKC693oelw96ZKXnqjm1xO58a1Zby+rRs1C/feXs3Tz7eRykr84Rea+PYPzxCOqHz8oVq2vtXPuc4kH7u/ih3vDHL6XJKPP1TN1rcHONWW4A+/0MjffeMUVkWmoFChrNiFz22mqdFLKp2hry9Dgc9KU5OXzs44fcEs82d66B3IUhywsGv/EG63GQCXA1wuhVBIJatCYYFEMgW6rrNmWYC2rhRaXqWkyElJiYXX3hwgb9FpaXKya38csxn+4PPNWK0Ki+Z6kYCegQxn25L4/Sbe3D6Aw66QTKlUV1ipq3ESiuSwKAprljk5dz5OT3+OcCSL3apgsYDDAakkZLKQ16Srn7AE14yk6/qvuw0TsmjRIn3Pnj2/7ma8bzzwW2/T26eimI1VTiYHLY0OViwp4IdPdmKzwezpXrbviWAxQz5/YRVkUUDTjf/+7/+Yzouv95NKq3hdMgePhUmlwG43MXu6i4EhlZnTvdx7aznbdg7icig8/1ovwVCGRFJl1ZJC/uz3ZwDQ25/mR0+1YzbJ2B0Kx05GUPM6+bzOnBlebl5bSl2Nk46uJN//aTurlwXQdZ2e3gwvvN5DKq3xD/93NjVVLjq7k/zk6Q46ulKsWBLgwbuqAPjn77Ty3CvdLJ7vRZIUPnZfFcdPxSgpsbFglpdz5xP8x4/P094ZR9MlaqscVFXaaKhx01zn4h//7TSyrNPRkyaRUHG7FVYvCTC92cMbWwfZd2gISQa3y0RhwM6mdcV887tnyeXBZoVFc33sORgmlWHMKu/DhiKD+h7/tus5pwR8MEee9x9ZMp7d6z7PRffvh+H6Wi2GCLiUyX6bJMHIdHbxNb34ulSXK5zvVq+7bRYzZHNGW2w2mDPDw54DUXTA65EwyQqL5njZvmcIPZ8nlgKr+UL7kKCi1IaiQE9/lvmzvAyGsnR2J8nldFYtC1BWaqelycVff+0UuZxGQ62TlukuDh6OAhL/789m094Z52v/1kpRkQWb2UQsoaKqeQZDKvfcWs49t5Xz9s4BaqrcfPUbp+juS9HU4OSx+6r59n+20x/McOfNJfz4l13U1zj4t68uuu5r85uMJEl7dV2f8CIKy9YHhO4+YwDI5i681tmX5LtPJAHIxaG3Pz7uGIDsRWPHP/7rCcpKXPT0pAhF86Ovp7N5tu6MUFigkFfz/NlfHqJnIMsNywMEhzJEYjlSadh/NMzjP2vjjpvK+btvnOTg0TA2q8ztG0tZMt9PMqPx0ms9vLktSzqjMb3BwUub+3HYFN7aPsD+IxFKS2y4nQpzWpyUFNnYsTvIN/7jDIlEjppqF7IEg8E0iiKzZ3+IbFYnGFRpqLPh8ygcOx0jHFM5cTLKK1v68XkUrFaZpgY3ZpPMO7uHeG3LAHffXMZQNIvFIlFVZkPV8rR3ZHhz2wC7DoTJZjQkE0g6aJqEJOkcORElD5hk47odPR3DpEiY88YoODIo2yzGv7PXOS5fOjFMNrFazYbABmMFHE+Off/dCBu7FVLDriEV5SbaO/OXPf5Kk77DDsnUhb89XonQ0IUPXDzZjWAyGQsDMK5penjyvBohIEvGd156LQCcDkhc8rrPDeHY5Y8xmyB30WUoKYS+wcu3w2mDRHrsa4rJ+K0jCx4ZuFL3TCYSvG5IZSGdnuDNa8DjgXDY+HcgAIPBC+/Nmm7nyInUuM9YFchc5h4P+CE4dOHvi/vwvWai+/5akOUL95rVcuHeH7OAkq585116j0zEyBisKMZ9cOR4FE0DkwKRiE5DrYnBoRxmBYaSxjmdTpl0VuPW9aUUB6zUVjv49n+ew2yGs+0Jigqt1FTaOdOWRFFkHru/hu27g8yf7cXttnDfbeX8/bdOEQrnqK1y0N6Z4OU3+ijwmblpTSk+j5k9B4eYNd2wrC2e4+Wp57rYvifEnJYkleU2Fs3z4rArvPjmAOUlNoqKrJSXOrBZZbzDFjjB1CDE1geYqjILx2IXRrbKKhtnzycu+5lsFu7aVMbf/PPp0ddMJmMilCWQ0OnpS9MfypLOQDCU5u5NFZxtj7Nr/xADgzl+8svzlBbZqKtxEo6k6eo1BEzLNC/331VFScCG0yEDEv/6g3P0DqTZtDZAUZGdZFrD41ZIpTW+/LlmbBaZQyfDZDJ5HrirkttvKuNr/3aGvoEsSxf4KC6y0ljv5PS5BIOhLDabwuc+XksqrXL6bAKXU6a0xMqiuWXcflM5kWiWl9/sJRLN0dOXJpfVcDos3HpjBbNbPPzNP5+gqtxBKJpDAtYuD1BYaGXX3jDxZJZPf7QOq03m4OEIRQELyxcFmN7kobneyVe/dYp9hyM4bDIfva+a1csCPP9aL2fbE8gmmekNLn78iw48bjP331mBxSzz0pt9LF9UgMNhoqXRy//5u+NEomkKCix8/rEGfvyL87R3JmlpdqOqEh+7rxK7zYyu6/zjv51m9nQPp9uTVBRb2XdkiEg4x5//YQu6JvHz5zoIDeUYHEozo8nDf//SNM53ptiyvZ/Kcidbdwxwpj3Oo/dXc/vGCl7Z3Mups3F27wvh8Sj4fTYWz3NjtVpYv7KIoWiOP//KUfxehXAky7pVRZw6k2D2DB+rFxeALLHvUIRv/7AVt9vETWvLicay7N4/hMWi8Jd/MpMDh4Ls3DfEHTeX89rWARRFw2QyEY3nicVy3H1LKT/4STsDoQz33lbJmhXF/OK5DhSLzKceruUv/vEEeVUnFs/RWOvk8Mko9TVOptW56A9lKS20sH13CFmW+Pwn6mmodfMP/3qK1rMxCgNWigI2sjmVhloP7+wNUVyo0N6Z4TMfrcFuN/PDn52jtMRGd1eKmS0+evrSvLN3kMcerOXOmyvQNI0tb/fzF/9wksKAmSe/swJN03j2pW7Onk8wvdHJf/y4HTUPG9eWMHual9NtcQYH06xZUciOvWFeeK2H2ionX/uLuZxui/PUs52sWRFg+54wgQKFgcEMNquMoiicbY+zbGGA7bsHKfBb+ZMvNfM//uow59qSLJzj4/aNZSyaV0BO1fjav57mRGsMq0XhvjvKyOfzPP9qP7mchsutsGS+nze3DVBZbqWq3EM4mqay1E5jnZvHf96Ox23hwNEQyxcUsHZVCf/y3TOsWVrARx+sx2aRee6Vbp54qh1Jkli8wMeSeX6OnYrz0ht9FAfs3L6xmKpKB08+20VhgZkH76yirNTBX/z9YbbtCrNqaSF+j0J/MIOqapw6E2fx/ALuvqWcfF4nnlTp6o7zxC+6aKp3snFtKUdOROnrz3C2PQ6SxA//eSFvvj3Ad59oI+CzUlxoJafq/OFvN5NI5Xn+1S6yWY1z7SmaG1wcPh4FPc/pcwkWzvPz5783nede6UXN6+zYFSSb18ik8/h9ZlqafKxeVsChY8aC7x+/dRKzRaGh1kVfX4rPPdZAZ2+Knz/XSUWpjWUL/Rw8GuPR+2v5t8dPc/J0jJktXuxWC+lcjgOHI9RV2/F7LLy1KwzAgrkOzrWlQYc7by7l9LkU+bxKQ72HgN/YNhwKZ/n4/TWkUhrpdI5XtvTRO5CmsszJI/dVsmJREQCnzkZJp2HFokI2rS+lwG9l6zsDmExB1q0oZPvuIC+92c8t60upr3XxvSfamDfbh9kkc9/tlXT3pcjmdDbcUMLaFcVIMixfFEBRZF7b0svPftWNpus01rl48O4qbBaZnQdCPPVcF421LhbNL2TtiiI6u+M47ApOp5ADU4m4uh9gZNPYPfRw8MpmlvU3FLLl7YHRFTcYq72qcjM3ry3hR091sv9IZHQZfupMEl0fYv4cLyZFprM3yYmTcb727dP83mebiESyOBxm+vrS7NgbpKHWxT23VeCwyXT3pKgqtxGPZ+kbzHHgWD8fub2SBXN89PSnON0a40xbjF17QuTyOtOneQlHVG5YXojPq5BKafh9Vj7+QDWpVJ6cqnH6bJxv/uAMfq+FP/qdafzD/zeXf/7uWQ4cDWO1yGSzefYejPDZR+sIDWWZ0eyhrTOJSYGyEhuffLiOqgo7xYU2vvtEK0+/1MMXP91IUZGF0OkcZpPMox+p4Zuxs+jo5DUoKbLiclloqHVjs5qoqnAwZ6Yfn9eG3aaQSOT5/CdqCPhtWC0yVRVOSoosdHZn+Os/m83ff+s0mqazaV05n3qkhv7BDHdtKudXr3Zx7FSCeTM9/LfPTafAZxnTV//ylQWk0yqdPWmqK2wcOxVh++4w6bTOsy9309LkZc2KIn71ajddPRlUFebN8jNvlh+AmdPc/ODJ8/h8VhwOhbtvrSSeVPmW1Ep1uQN/gZUViwMkkyr//N2zzJ7poabSQUujizkz/DTUOsf53vk8VnbtC9LZnWLVkkKqq5wUeNspKXFQUWqnorQSj9vCL1/s4f47KmiZ5sVmkRkMpnnh9T6qK9184uE6fv5cNyVFdmqrnDidFjI5DYdd4W/+fA6aptHalqCs2A7A0y90sH3vEBWldm5cU4oumcjl8lSVO1EUmS//ViN//fUT+H1Wfu+zTQB09SQJFFiYM8NHNqtRVmLjiafOE0/orFxYyFFXjKJCKx+5vYLPP9Yw6ucnyzJutwWf10RNpZ10VsNmkbn71koATrRGuHFtGbdtKMXlVPjqt04zMJhh5nQ3SxcWsXRhEU21DjI5w0Iyd4aPuTN8ACyeFyCWVPn242309ecI+MHlMDFruocbbyihKGBhIJjFbVNYPM/PJx+qo67G8C9UFJn//jvTiCdVtmwfpLHWzelzcVqa3ZzvSnHXLeW0NHsIhnI4bCY2ri3m+Vd6ONGa5NYbS/nEQ3XIMlSW29m0vpSKUjv/+Bdu/F4FWTb8I0uLbMyd5ae7N01Lk4+WZj9qXuL02QQel5nbbqoA4GxbkraOJE6HQjKp8tlHm7jjpjTHT0c415Hitz5WTzSS4dDxGHfcXD56bZ9+sYvDxxNMa/JgtymsW1mCy2mmuzfFFz/diNkEqgpbtg+Syeh85M5KVi8tRFU1bDYFnxc++/FGNE0jHFXRdSgtGeRMW4x0FqxmE9kcPHh3NS++3kNfMMMdG0u5c1MF2Zw26u85Y5oPVdXYdyhCRamNilIbfYNZ5s70sXxxIS6nwtbtg7hcFhx2Mza7if/zh7P4v39/nP6BNJ94qJzyUht7WsKsWlZIeYmNjfe/RU6FP/hcE0eOJzGZZTatK+U/f97G/iNRbt1Qht1m4vTZBAGvmapyQwQDrF1Vwu/9+X4ymTxL5gVGn7Xmeg//9Fdz8boVbDbjGqZSeWY0ewhFcry1Y5CNa0pYuqCAdFajutLByiV+pjd6AfD7LPzZ7xnPcG9/im8/fo6WZjf331GF3W7G5zFz4+pC2rvSOBwKLofCoWNRFJPEIx+pprzEeP5MsrEgv9jnVvDeI8TWB5iTpy+EB0vA4ROZyQ8eRs2qOJymca+Xl9pYu7KIx3/WSU41/AwUHTJZHU3Ls2Z5IS+/0c+Zs1GQQJJ0Xt3Sx4xpXqY3ufn+T8/jspuwWnX+4qvH2bShhNBQlrbOJMsWBygutGCxmJg320txoY0jJ6L89JedZHPGIHH7TV6sZon/9TdHaax38We/1wLAkgX+0ckgm9V4/tUegsEsfq/CtncGaKxz8eXfauTf//MMz77cg9OpsHCuj4pyBw21LhbPLxjzOxfO9RNPqsSTKvm8RGdPmm07B/jMR+tJrdNwuxQURaawwIIkSxw/HWNag4uKMgcfva9qNLBghPWripne5CEaywEStw9PSM+81M323UEKAxY+9hHD/+zpF7swyRL33W5M3LJsoqzExkP3VI8TWiPYbAqNdS4A5s0KkMkYVsj7bi9nZrMHRZEZCmepKLOOCR54fWsfb+8J4XIqY7ZJXA6FP/hC8+g1HbmuXo+ZyhI7Cz/RgN9jnjBXT+vZGEdORPnI7ZX89JlOgkNZmhvcPPpg3egxXT1JXni9D7/fQk2VE9vwAF0YsPHoAzUAFBVYCIVztDR7APj0R2vRNHjx9T5On43z2Y/X0VzvHj2n329l/mw/j9xTSe9AhkPHIqxYEhhto82m8PH7a7FaJQ4fj1BSZKWizEFFmWNM+2+8oYh9h8Ns3zPE73y6YfT1PTsHGBjMcsfNZSiKTF2Ni5ktftScRiKhYrNc6Jvpjd7RyQzg/jsq8bhMaBr858/buWVDGdVVLn745HmKAjZWLyscPdbjsWCxyMxsdtNU7yISzfH0C10kk3nKSoy+Kymy8OhDtZQW2wn4x94TiiLj81i4a1M5Xb0ptu0KMr3JxYxpXgYGMyycLfPFTzXyt984yQ9/2s7GNcWEhgxr8OwWo80zp11o+6Xnt1gkbruxlMFglpnTPRw8EuaF1/u4a1MZ82Ze+JxiljCbZZ56vove/gz/7XONlBT5mNXiIZsdzvNU4WDWDP+Y81eU2onEVFYu8mO2KESjWV54rZeqCjtlxcbvD4WzmM0y99xSxprlhciyzC9f7GJgIMum9SXoQEOta/R5uWtTOeFIls3bBzjRGh/d5t6wugSzRWZavRufd/yzFY2rxOIqQ5Ech0/ECPgto/fTnBYveQ1uWF7E/Fk+Xni9jxtvKOETD9fyo5+dJxzJsXZlMc0NntHzWa0SeU3Hala47aby0dd9HgtlRRZKi6zYbAofvbea7/64jbbOJPU1Tk6dTVBeasXrspLX9XE+oSVFF57p4FCW5QsLaGn20NGd4tUt/ZzvSrHRoeBwwKcfqR33Ox0OhXRW47s/aiMUzlI5/EysXBJg5ZIAW3cM8Ma2AaorHcxo9rBsQQFzWryjQmv03jCbUEzCQX4qEWLrA0z+IkOWznifmYnYuS+Mz2tHMYF6kd/BkeMxvvOf55BlsFhgZosPVc1x/GSC1nNxfvGrLt58exCbTWJaox2bxUxJkZ2Z09z86pUeigIWonGVVzYPMDCQwWzWWL+yFL9HYcWSABtWlaBpGn/xDyfo7E7yx19u5kxbnM7uJLNmeHh1Sz+pdB6P1wL6hYd6RBQMhbP8r789Sl2Vk9//fBOlxTaefLaTVEZj7iw/bpeZZDqP329l8byC0Ul+Ir76LycJR3Pce3sFA4NZbllXiqLIuF0yqqrx5vYBOnpSbFpfyiP3eikssIy2Rb7ktD6vBZtV5k/+6gjZrM5X/uds3C6F1csKqa92Ul1hH/0N33+ynWxW546bjcH41g2lrFpaOKnQuhRV1fjlC92YTPBXfzp79PVHH6jFNWzi/+XzXQwOZWlucOF1K3zywRo8nrHnly/5EQU+yxjxcSnJpMq3Hz9HYjgidvGCAv7Hl6bh84wfHlIZFZMsceMNRZP+LodD4c6bL0xII+JVkiQkE+Ou8e0by0fbEYurPPZANVXlY4VUY52L/sE0P/7lOWY0u/nYR2p4e1eQs+1x7r/L2CIpLrLzyYdrcF4iJE+fS9LTm+KWDSUoikzAb+HP/lsLiYQ6TpBcytxhEbJjT5DDx6NUlNlZOr+AO24qZeZ0z7jjbTaFB4aDP/72GycAiaFwetSCJsvyGEE0GRWldj7zsTqKCiy8sW2APQfDLJ7np6JMYeMNxeQ1nUVzLyw0BoNp+gYzk547m9V49qVe3G5l1DroWKCgA69u6SOvSaxZbgjHkf7YvK0fm8002n+KIo9ZiFzK4vkFYxY/qqrh95k5cixCV0+SijIHBT4Lf/Db07BZZNo7UkjDp9PR+dmvOsll4U9/b+xiwee1cPctxhbwyOsWi8yNq0smbctgMENlmbHoKy608dDdVReu7bBQ7xtI8++PGyJl3kwvC+cW8MdfnobDPv6+l2XD59OkjH1vKJLj+Ok4L2/u565N5dTVOPniJxsI+C0cOxnlWz84x503l/LZx2pIJLTLWo+efqmLYydi/I/faaaq3M7SBQUU+KwAdPWm+OXz3WxaXzK6OBvBokBzo4vl/gDzZ3n59uNnaW5ws3ZFEUvm+yktslFfa1hQX9tqjMPrVhZdeC5lGUk2fqNg6hBi6wOMzwOh6IW/lavorWAYGuut6JrG2Q7DEqYM5285fjqBjuHc290Tp77GAyQxW0ycaUugaRpq3kTAbycWV3l79yCKAiazzN2byjl4LMLQUI7+gQwHjsR49P5q7r6lghdf66WvL829t1WQzepIkkRJkYOqCjs9/Rmm13vYuj3IW+8M8tDd1cyb5eXHv2xH1yQeua+a9s4koaEUQ+EcVRUaa1cWAzCnxcPpcwkGBtO0tiXwus386ZebsVhkunpTlBVbkWWZoyciZHMa82cbK23ZBIlknumNbm5YZvhHpLMaz7/SjdOhsPntAebO9HLD0sCo+f5STrTGsNtM1FQ6sNkU5s70cfRklHAki9ulUOCzUOCzoKoaz73STXmJjQKvhc7uFNFoFo/HgqLIVy20jP6VsVllwjGVdFodbVtD7YXBNZXOk0rnWb7QTyKV58ipGCsWBSY75VWTTufJqhoP3FlJRal90uPazqeHtwSv3Zn21htLgdJJ399/JMzTL3bz6AM1E1reCgssPHBHJYECC3sPDtF6NkZnr+G3NyK+JxIbD99dQTarjelrm0UeY9GaiL6BNL39GWa3uFm6wM+pMzFef2uA6Y0eblhedMXfe8v6Et58a5B39keYPzdw2es6ETWVhuC8cW0J8+f4Rj8/cp8nkyqyImOzyLyyuZ8jJ6P83metE6ZPGQhl0HSdBXMuXB+XQ2HeLB9n2+IUBcb359pVxdfU3hOnIrz4Zj8P3GXcQ4oiGwJONyxlI0QiWWSvwo+e6sBilfkfX2wG4NTZGJo2frEwwmSvX4yqahxvjfGzZzqornBw3+2VuJ2mUcviCM+93E1bZxJN07jnlnIWDgvXiaxkAIpJ4lLDTzypEk1kcXvMw5Zvg5Hv6upNk06rWC0mTCYTi+ZdXmR3daXQNA2/V6FvMIPLaWbVUkMAp9N5gqEMsXhu3Of6BrJYzCYWzfGRUw3rYSRqHBeNqxT4zSiKTDarkUrlsdtNY0SzcV0lhNSaWoTY+gBTWGQlFL2wdRjwjX2oJ+Ov/mQmD3525+jftuGotKFojnUrCzl2Mkpnd5ahoSFampzMbPHwyhsDKGaZbEajszvJzGkejp+Kse/QEC3TfCxbFCCX1+nuSZFIqSRSeX7ydA+SBJlMnmde7iGnaiiKxH//YjOKWSbgUygsMKNrGn/6u9P52rdb2bZzkG07BxgMZfF5zXz3R2dpbUuweJ6fv/rTWaPbDeFIlkRSpbc/haLIfOS2CtxuEzabwuFjEZ74xXnuv6uSOS1e/uk7rVgUma//Py+yLPP7X5hGMJQdM+n09qZ4/a1+li30c/+dlTTUuiYVWl29Kb7y9ZNMa3DxJ787HYCPfaSacCRLYWDsoB1NqGze1k9To5u7bi4jFM6NszRdC5296XE5yy7mkfuqDVGswr4DIawWhWUXbcW+G9JZjU3rS/jJM50kU5f3C1wyz8fh42Fe29JPY63zspaOq/rutMp/PtVBY52LeTO9aBo01DgnPFaWZebN9nGuPcGTz3SyfHEB999ZecXyJTabgm28/rgir281BExZSSPFhTZuWFZEwG+Z1Br28uZeWs8m+PQjNcNbe34aatwMhLLXLLTGtN8ij/t8NqvxL989Q0GBhd/6aB1rVhbR3OActdJeSi6nkVM1OrqSY4R8gc/Cb32s/l23bYRYXGXrzkEGQxlyuQt7ZXNn+pk788J2Y1dPkm/+xxnmz/HzkTsrxlg5L95afrccPRnjez8+x5wWN6uXFY7ZCryY7XuCxOIqf/M/Z4+zhE6EYuiRMWSzGuFwnnUrCrntxjJicZUf/qydBbN9LF8UYP5sHyaTTDqj8k/fbuWRe42Akcm4eV0Jat6InnxtSx9HT8ZoaXTjbnTTUOvij77UPOGY1Xouzo7dQfoG0sxu8fL7n2seXZh/90dtWMwyf/DbxiL1vtvLiURzqKo2+uxqo3ubQm5NJcIj7gOM9ZLFZlnplWeM4oDEX33tOMEhY9KUJENo5TWY0eRiKJKjuzeLzQayrBMKq+zeGx6OpnOi6xqyLHHsVAzZBG63memNLnbsDfLMi93sPxxhzgwPs5rd1Nc5aTsfJ5vTKS22jzqjBgqsbN7Wz3Ov9HH4eJRX3hqgpMjGR24vZ3AoQ/9gljs3lTN3ho9zHUnmzvQyf5afmkoHFotMd1+aP//rIxw4GsVqVejpTTF/tg/FZOIf/vUU+bzO/NnGSl9VNUoKrbQ0GdafZFLF5VCwWWW+8vWT7DkYAiAUyWIyGZYmNafhdU8+wIYjWVwuhVktxkB9ojVG30B6nNACY7tCQ6Km3M72PUFaz8avqm8nw+M0IUk66fTkiQRGktIuXVBAfzDNidZ3/519A2n+6d9b6ehJ8qVPN7Bwjv+yx3s8FspL7UiSzlA4S3vndcTqY6SzGAxlGBrK4vNaWL2scELxpKoa59oTqKpGVYWdh++p4oblRTgcCufaE/zTt1uvuy2XsuGGYh68q2pUwAT8Zg4fj/Lqlr4Jj89mNFLp/JgUHQ6HMmqhGqGnL03rueu7TxQF6modVFcaIqy7J4WuS5OK7toqJzeuLmb/4Sinz42NaNbeg+RybR0JWs8luXV9MeUldjq6khOeN+C3YDHLHDgSprLc/p4IrIvJqxrxhEpZsYPmBg+hcJZYfPwCQsvrSIDddnVToDaB5ad/MIXHrbB8YYFhOcpphCM5EgljQVxcaOPGG4qRTSbSaZWTZy7f50sXGn5Wx07HeGuXsatQUmwdfX+yxeHSBQUsW+hnz4EhjhyPYBnergZYMt/P9KYL11jT4eXNAxw9GRtzDgn9qtJiCN49Qmx9gMmpY5O9KPKVB8V4XOfYqbBxvAKLZ3tGIxMHQ2l6+5LkNXC5TDx8Tw333lbG4FCWoXCaU2cSJNMwo9lNPp9HU3Uaal3cfUsFZYU2dE0jkczy5tsDnDmf5OY1JRQFbFjMMjetLebVrYOsXWn48rQ0e6ivcaJmjQzxR06E2X0gxGAwy4olBaxbWcytN5Zx7y0VtHek2HMgODooBkNphqIq1ZV2bttQyk+e6eSNt/rJ5jT6BzPEElkeuKuKkiIbNpvCn3x5Op/5eAMvvt7HP/xrKwPBNG9tHyB0Uf2xGdO8fPbjdUTjeX71Wi99g5MHG8yc5uWhuyqYNd1DNJblx0918OzLPeOOO9ee4PWthoPxyqWF9PZl6Om7vmRJC+f6qSxz0N2fYvP2fuLJiS1N59oTvLM3RGOtk9Lid2G2GcbtVJhW76Kh1ggSuNRS9fyrPby8uXfMaw/eVcUXP9XIs6/08r0ft004mV0tLofC73+umbtuKbvscQePRvjWD85y6HgERTEsXCNbtKlMnnA0SyY7eXKkUDh7zX1TUmRj7kzv6MQlKzJ+rwXXJRUWVFXjTFucm9eV8vufb8R1BUvJL1/o4vGfnyc5Sd9eDbIsc/8dVdy0xtiWff2tAd58e2DCY7NZjXhSZdH8Aj5+fw1NDRcm37aOBP/va6c4dGxows9eLS1Nbn7rY7UsnF/I9j2DfOsHhsX6Umw2hdXLi6ipHGsVPXEqwj/+22m6eg2n1I6uJIPBa3+WamucbFhVzMwWL9msxre+f5Yf/qwdgP7BNOGIkUqnpNhGealjtG/TaZUnnjrP/sMTXwdZ0kEa68oRjqiEQlmSwwsjv1ehosRKOHahX7NZjR27g9RUOblrUznxpMqLr/fQPzj5b2tucDNvhg9Jkognr5DwC+MZ3X0gTEmRjbtuLR/zXk9/mp37Quw7FCKdVmmqd3PzuhLqL7Iey9KwjJSEZWsqEduIH2AsZjNw0YBsurI2Nlugb8B4+K0KLFrgZ9chw/ErGsuTGw5Zv31jKY89VMu//PspQkMqNhuUFpnJazqaLlNf5WYoHGbpwgKSySxP/PL8cISZk9a2FNMaHBQV2vjEI7V8+/GzvLM3yMnWGB1dKRrrnBQVWPjCJxrwesw8/UIX/+dvj/FHX57G6mVFo341FouMw6nQ0ZVg/+Ewx07G+K2P19HS5OGPvzSN2ipjQDjfnaS22kFZiQOTrPP175zF41aYO9PwsxixhJQUWSkrtaHpcKw1xrRGDzOaPLy2pZdQOMedN5dRUWZnwRw/ZRetGC8lnVZ5desAbodCTtVoqHGwZgL/lVA4Q29/lo1rHPi8Fj736IXtmHhSxaLIvLK5j8ZaB9Obr+wUDXDPrRWsX61ytj3O86/2EfBbaWpw8x9PnKO6wsFtGw1RYmzVSKxbWXxNfmGX4nAo3HtHJSdPx0gm1TFWJU3ThvM+ydy8dvxnVy7x0zjgGs65ZoiOH/7MyNFm+GddHVcTcl5b7aS6wkZf//hJakazhz/58vTLnufJpzsZCGb4719smtRCcCVcDoXPf2L8ltvxUzH+8+fnuff2cpYuuLL/3C3rS9lzKMjTL3Zz723l77o9F/OpR2omfe/nz3XS1pHk9z7bOOrwP4JZkbDZZGyW8W3o6UuzffcgG1YXT+rLNIKiyKNWqqZ6N5GoOpra41LWrypmxSKV7z/RRn2dg5vWlJLJacTjKrmcRjqt8h8/aSNQYOWLn2wgFM5ischXFLFgbIs+cl/16N+zprnx+y2ksxrf/mEbBX4zv/3JBj5zydbp6XNxXt3Sh5rXR33iLkbTdTQd8uqF8XjZwgBzWryjz8y+Q0McOREdY0myWGQevrcKu9VESZGNf/3BGV7e3MdnNJ1bN5aP+x4Yvs8eqyeZVK/oktDeEeeXL3bRVO/ii59qHDMWpLMaxYUWVNXBT57u5Jb1paxbVcyNN4wdyzTNCMASUmtqEWLrA0z+knTeinRly1YkZkR7SRJUVtp5deuFLY94Qsdmg+KAwrR6Y4tsx/4QkmSY9612MzpZdu4L8adfauLu2yooLDDzP//mOKfPxSkpslHgtWG3Ztiw2phMW8/GaG1LsG55IX/0pWlEYln+8+fnOd+Z5o6bSwhHcuTyGj6nhZpK56gflapqdPWmaa538omHavnav7fS0ZciFM5RUebA5zHz+M/aue3GEsqK7WRzGv/83VYkCeqqHZjNY9NbpLMaVquJj95baSRGfbQeh13h1a39/PL5LooKbaxZUWT8hosGpK6eJKFwbjR0/vWtfRw9GeWuTWVYzTKvvdVPY6N73FYQwMK5BUxr8oxOAiOT/Tt7g7z4Rh/33FrG7gNDxBPqVYmtUDiLxyWz/2iYgEfhkw/X0FzvQlU10pk82eyF/m9udPMnvzvtunym+gbSPPlMF9WVVrbuCPHg3ZUsuSiaTJZlPvdY/Tjzd1tHgoDfOpwm4cLrqgbhcBa79b03mAf8FnIq7D8c4eZ1JWO2y4JDWYbC2XFRWhezfJGfUCR3VcImnVbHbMVciaoKO2tWFE7qawZGZN/AUIZ7bqmgrsbJwWNhjp2IEE+o1yW2TrTG8LrN4xzAL20fMOG9UlHm4A9/u3nMa+msxr/98AzZdH40hceVxNaYc5baqdh0QWht3xMklVRZt6po9JpqGkTjOZLDlpu5M/3MnOYdbePGG0rweo20Bt/6/lmKCy3jBNKVCIWzHDoWZVqTi2xaZeXSArwuwzfD7VLo6kmy5Z0B1q8oIp7IU1JkY9Fc36Tnm0iMXLw42bIjSCSW485NYxcaIyJ0/+EhDh0doqHWOS5lzaUoinxFofWz5zo4cy5BdYWDTetKxi269h0Y5NmXenngzgrKShzMmDax/5okC+f49wMhtj7ADAyOrYtx4vTls8ePoGlGmoh0KkcwbAxmdhtkM4bfSSSm8pf/eJK//d9WHDYFuy1LNqdyqjWLx6PwiQcqKS60cqYtyd9/6yTdvRlKiy18/a/n86uXuzh4LMo7e4PYrBLPvdxDWZGVTz9Sx0Aww/d/2o7XZaK01M6PnuqgocbB9AYPc2b4SKbyvPRGL2tXFbN95wBPv9TLZz5WS2HASmmRjVvWF4+Knmg8R3dviiOnouzaE6a2xk5Lo5uCAgvpTJ6X3+inutKJrsGWdwawDWdzf+juKhbN84/mr1kw24fFLDF3lvHaufYEQ5EMc2b4kGV48fVe2rtS1FTY8Xgs5PI66axGXZWTJ5/tpLTYdtlovxGhdexUhO27gtx7eyUFPjMVJTaKAjY+/1j9Zf3DRmjvTPK9H7WxYkmAvfuHKC+zj+bVURSZ3/1M47jJf2Ri6h9Mc+xUlGULCq5p4k5nNMKRLE31DhpqHVRO4BN4qTWhbyDNd37UxtyZHu6/o2rMezaLzJc/0zgutcOVCIWz/PDJdlYuDlx2Enr0gRryeW3cdfjVqz20novz3z7XNKmVb+6sy/uijRCLq/zzd1ppaXJzz20VV/UZn9fCrTdefhv0XGeKvoEUqmYMurduKOOG5ZOnz7jatj7x1HmqK+z81sfqOXhkiGA4y9oVRWOu0eplV46cvBgZsCgylTV2HrmvgFjCqNZwOUF3OfYeGCIczXHwaISqSjv331GFw6Hw+59vGiMAL/738sXGM6dpGjOaXBw9FWP/4SHmz/ajaRpZlcumfwFDCDXUOkkl8/z9t1p59MEqaiovCOKjp2Js3xWkpdGINq2rcnDoWAQkmHHJ4kiSpCvusjXUODh1Jsbmt4N85A7buPvU57Hg8xj5trK56/eT6x/IcvxUjN//fOOE97fdbiaZUjlxNs6nHqqddGGmYfhyfUDLJH9oEGLrA8xQ+MIDaTVDd//VfU6SjEzNAyEV2TS8ItNBMkE0pqJrOpIEr23tJZbIoes6mibj9SisWhrg7d1hvvvjdhx2M9mszpyZbj56bw1qVqVvMIPbY+K5V3rp7ksDEm6nwqtbe2k9l6Q4YEExSdx/Wzlv7BikfyDDtEY3D95dwfd/2s7OfUNMb3Jz6lyceCKH02HCrEj4PGbOtieZ0ZempMjCzGleZrdEeWfPEIvmejnRGqOu0sma5UW89GYv+nCVuZ7+FNveGWTN8kLuvLkMs0Xin/79NHdtKqe2yklVhYOqigtWqZff7KOzx/C1Ki1xcMuGUsLRCxGEm9aVctOaYjQN8nmdvDp2BDrbFmPrjiDrVhePsXYNBHN0DRfDbm7w4PVY+Pbj57hhedFo/qLL4XUrNNQ5qau2M392HXabwmAwzeM/72DNskIWzB0/mIbCWVRVY//hCG+81U9lmeOy1p1Lqal08EdfmsahYxFef2uQ3sEM5WXjLXgX4/daWLO8kMbasd9z6NgQNotCc+O1OzxreSMCdud+iYVzfZNalCaLAlyzvJCmWue4vGDprGYIh2vIjG1WoLTERmFg/Hf99JkOZJlxIvNqePjeKiNTuuVCniiHJvPjX55nRpP7qsXgxbhdCvfcWk6B39gS37lviL6BDCsWBbBdpeM3XHCQvziH1Rc+YeRliydVvv3DNsrLbGO2yXfuDRKN5di49srbxY89UE0qo/H0C93YLBcs0hdP/nsOhnA5TWMSyo60afWyQo6ciNHVk2b+bPjFC920novzO5++vH+czSLzyH3VnGmLo2qDvPVOkKeHevjiJ+ux2RRuWBqgud5FdYWdgWCWvYfCvLMvSFOde5zY0jEc6pXL5N+pLHPgdZs5fipGIqnhdo3tg7oaJxarTGdPCut7kK19xeIC3t4VpK0jOeH9U1/jpKXZw+FjEY6ejI3bQh7BCLTU+a9fuvyDjRBbH2AKC2R6Bi6qdHuVfOXPppFKw1/+w0lUzUj9kMtBXodpDS4WzStg++4gr2/tJRo3XMFmVjv5iz9q4fGnOjl0pJ9kWsdiNvG7n2kkn88zu8XL//iLIxw9ESFQYGVao5t5Mz2Ub3Dwre+f5Z09Q1SUOXj0/mrMZplfvdrHtp1B/D4z5SU2fvBkB4ePRfE4FUJDWVYtCeCyK6TTeaorHDxwdyXfe6KNw8fD/OL5OB63meWLAhw+HuHZl3txORSSM4xrsWldKZvWlZLNajTWOvn8Y/VksxpmReaZl7vZsn2Qlib3qM/XCOFIlkDAQt9AktNtKRpq3cMJDsdev5Hkpr/9yQuJQINDWVJplW/9sI2e3hT1da4xYmv10gIWzvWha4Z5v7neRYHfgsc1Ppv/RPi8Fh64s4KX3uxjRrOb4kIbyZRKMpUnkx2/ClZVjR/+tI1EUuOLn66npspBfc3lhdJEWCwyc2Z48bgUaqvHb4MdODrEMy9087H7a2iodWGxyGxcMzaZpKpqPPNiL06nwu+/C7FVGLDRWOekfzBLOq3hcFzbRFRb5RzX16qq8c3vtuJ2m/nMx+om+eR4bDaFTz1cO+F7g8HMuBJaV31eiwyXTLCJlFFf0GYxXVZsqarGv//oHIUFlnFC72L/ogfuqiSV1q55W/Lxn3UQj+f4wifrxwldl0PhrltKRwWdpmmcbU+yc98QsYTKmhXFVxSzHo8FD/C5xybeBuzqTfHkM11UlTvGiS2AIydjBAIW1q4wrF2FPgvRQttVb6GP5Kn75++doarsQhJim02htsq4Vlt39PPKln4evb9mtBzWxUja5Yu0A+zYO0QurzNzunvSKMe8buQhvI5MLaNksxq6pqFNIpL2HAzT05emrtpBecnkPqrooEsyQmxNLSIa8QNMYeGFBySTgYKr87Em4LOza394NAT97lvLqau1ouvQ3pXk1hvLeejeaiIxw3R8323lfPbRRhSLhZff6CaW1CkvNfO7n2ngnT2DfPWbrby5rY+aCgdzZvj4yp/OQlU1fvDTDhxWGafdxImzUc53JfF6LBQGbKxY7MfjVqgotfHR+2pw2GQcDoVpjW5+8UI35ztTtHcm+fr3zvCX/3CCUCjDb320jlVLCrBaTVgtMvU1RioIu9XEw/dUMq3+gjVlx+4gX/n6CXr6MxQGrHz1m6f4xvdbueOmMj79SA1rV4y3Jp06E2PXvhA+r5UZzW6qq65enPzvvznKV75+grXLC/nkwzWsWDR2u0uWDQfewWCGg0ej9AczbFxTPFof7WoIhnPsPRQeTeWgqhq3bSgZ3VK5mJ8+00F3X5pliwvweSxMb3S/61xbFotMc6N7wknz5891XTFkXVFk1q8uoqLUNsav7Fp46O5qPvOx+gnTPsTiKqdaY9eUokCWobzUTvlFW1/JpMrX/u00L7zWe5lPTs7nHq3nMx+dWLglkyrbdw+ORrtdDQG/hd/9TONo0MPOvUG+8R9niEbHn0PL62MqSkyEz2sZ3eqLxVXOtF1degmHQ57wund0JXn25W6mN3pGxezZ9iTf+dE5aqrsfP6x+ssKravtr+de6kFH57aNJaiqNu5zwVCGSCTHYCjHMy91M2eWj089XHvFbcSLGQimiYRzLJjrm7DNJpNMJmOkhHG7xl8LHemKHuQP31NBU52T17b2c+J0bNz7sbjKjatLcDsVvvWDc5NGGl8tXq+F+lonR0/G2L0/NO796Y0uGutcdHSmOHY6OsEZDCQJ0HWR1nSKEWLrA4zHNfbmD0Wu7nOlpVbKSi9sg6xfWTi6HeZymHA5FXbuDgLGg/a5x+pw2CR+9PM2onHjuMKADYvZxMmzCfL5PJmczrrVRXzxUw389NkOMtk8al7jrZ1BNtxQhCKbiMVzRGKqkfyz0MbShX5u2VCKpmkMhLKcbYvTP5gilVI535lkzkwvuaxGNq9ht5lorHPhcFj41MM1tDR7GAxlaahxsmZlgNfe6ueJpzpQhxVkOJrlRGucs20xItEcTofCjCYPDbUubr+pHMtF0VXhSJaOriSvbuln9gwvX/hEAxISL77WRzar0dWT5OkXui6bwsDlUrBZFW7ZUMKG1SVjVtU79gT55fNdqKpGXY2TL326gYYaF//xRBtvbJs8fcOlVJTa+e1PNAxvY2o8/3oPP3++e8LJt8BnZeZ0L2uWFRKOZHn8Z+2ca786n76JUFWNp1/sGjdor1tRxKcfqR2Txf7iz4zQ05fm8PEIwaGrFxsXc7FQuJhkUuWpX3XyvZ+0cb7rCrWqLkKWZR66p2pUyLwXXK5czZm2BL94vptjp8ZOaoPB9GVFh89rGZ38Y/HccEDJ+O/94qcaeeieq9++fH1rH999oo2ungu5x9o6EvQNjI/mvP+OKj75cO04sX70ZJR39oboD15Ik1JZZmP96mKa691YLxMIMZJS4vDxK6eUWLsiwL23VlBe5uBr327lyWe6xrx/z63l/LcvNBMcyrJ9V5B9B4euOW2GWTFRWmxBzU1svTErEqlUnsHQxPevLMtIMCaHGsDh40Oj6SIKA0YQjqLItJ6LE45kSQ8vPk61xvjqN07hcSncdmMpfq9l3OTbP5ge86wfPRHhX757ZtI0EdMb3Xzp041ISJxrT/DP3zlDW8eFMaCizMH9d1aQTGls32WM9+msEe05Fm1YZgnL1lQithE/wJzvvHLh6Yn4k786jNtpRlEM363f/bNDmIZ7OpPTeW1rL2+8PQjA9CY7P/xpGweOhDl9LoXZJFFXbyGeUPnVa7001rlwOkzs2hfiZ892s3xJAb0DGXQNVi8ppD+YZdnCAEvm+3A5TCgKfP07rZQV2zjbHufE6RglJTZOtMaorXbyucca+fmznbjdCutWFVNWbEeW8rz+1gDlZXaKAjYGglm+9f0zNNQ4yevG9k1O1bljY9noZDdrupcFc2KUFNupKLXz57/fgpbXeHvXIAvn+LDZFCOKL63yre+fxWaR8bjN+NwWvvX9syxZ4KesxIbFInPqbJxdB4aY1eLF7ZrY5+l//b5ROFuW5dESPbVVTubP9nPqbJzOrhQ3rzNEWEmRYeG5eX0Jmqbzd/98iofvq2L6VWyxjQiObz9+lqFwjgf/f/b+O8qNK8vyRn8IIOFteu8NvfdeIilKlCjKe1vypSqpqrprqmt6vm9cv9c909Omuryq5L1EWYoURSfRiBS998n0PhMJbzIQCLw/IhNMJJCGlLSW1hvutbSWmAACEYEb9557zj57ry1M2ZV0w/JLXJnaOj+nz/soLjRRNkJH3EgQRZmTZ3y4PBIzp9ppag2Rm6Vj+ZLU/nMbt3Zw8oyHZx6twGLWsOqaXGZOcVwxiXo4bN7RyYkzHhbMziA3Z3QVdlmW2bazi3SHjplDeG5Go4afPVV12ecgSTJfft1NeYkpZdAJUFNp4eG7SqgovXT/z9f6eG1dEzeuyGX+GCyVVizNZcn80ctyoBihi5HosPyxmVMdmC0asvqFeMOizKvvNpLh0I3okzkYyxZlM7HGmsB51Os1LJqdwb/86QL5uYaU5sgAakGRlNClKROPJMl8vq0dfzDK7TcWJlzjQKeuKMqkO7TYrIlqzoIgoNcqPpVyTOaTz9vx+CJxw/fRcLbWxwcbWvv5k8nNAv6ghLNXETIejksVi8VSEuTf+bCFsCjH9djGV1n48aMVWM0a/vVPF6goNfHw3aVYLGkU5Olx2LVMn+xIeq7c7jC/eaGWogIjT/eXW31+CZdbpKklyKeb2rhheW6S+XpujoFf/riahqYAb3/UTCAg8cmmNmzWNJYtyCIrQ89ta/LR9tsl/eX1OiKizM+eSmy4kYGYfDWz9X3iambrBwx/YHRBu1S42BCkraOPv/2x0pcf6lPMZTPs0NIWYf3nrTx4ZzGL56ZjMqTx5oetnL4QYNokK08/XEZEUtHRGaavL8ovf1zJhCobre0hPL4Ip856WTIvgwk1NgwGNdcuymLW9HScLontXztpawtSWWpG0IDDkUYoJLPz6x7mTrfzs6eqyMnSc8sNuZgMSslt1jQHJ88F2PmNk6Mn3QCK6bVP4vQ5H08/VMYj95Qwf2Y6c2YqpTtZljl8ws3s6Q7Ki020tgdx2DScOu/l48/bqWtSdvPvfdLCb1+sY0KNhVnTHfz08UomVJvx+ERMRiFeGplYY8Vi0uByi3T1hBMyNgMwGjXxUktLW5A3P2jh/U+aAbj75gJ++lh5AilZqxVYtiCbilIL+Xl66hr8HDs5duFImzWNwnwDk8fb6OoJ8/nW9pQZrl63yPqtHVSWm1g8d+R28pFgNGr48Y/KufvmAuqbgvz51Tp27nOO8H41JpMmbiRsMWvigd6pc54RRRsvB1Mn2KkqU4LasZSNRFHmm8MuDh37diKdg9HrFtn5TQ8HjqQ+Zmd3GH9QYvIEW0I5LiNDx7hKM4V5Y7PqSc44DI+OzjBt7clZM0mSeeWdRo6edLNicU48qNFrBVYvz2XF0tGbNS59R4iv9zuTxp1eLzBzip2pE6wpnxWAogJFUmKgYeL4GQ/vfNzKvkO9I17nj+4tTdhIDEAUZd77pAVfIMqC2RlMm2Qf83VEJBmPN4LdlpYykD13wcfRU27mz0oflkSuGqYVUYzKiH1RBn4GQRCYUG0l3a6lvTMUdwrIy9Hz5EPlSdxCUH6zz7Z24Ozto6biUjA/b1YGP32sgr2Hejl13ofbm9qqbYAG8Kvnx+HzR9i+q4vzFy+VMVcty+Wahdk0Nvs5fsqDHIslBFoxBIUkf4V8xKsYG65mtn7AyMvW4/JeWrSmT9Zz5MToi1g0Ai3tYXoGpf9FMUpJgQmnO4A3KPPNoV6WL85CjEQ5fNyLHAO9QYXFnIbbKzGx2sqdNxciCALHTrvo6e2jpNBEUaGBIydcdPVEcHsjFOQrC8mTD5Ry+oIPX1CmvjlAbb2fiCjz7I/KOVfrx2JNo74xQEa6jhfebOL0OS/hPpnSIhOrrslBpYLp/RNor1vEqBOw2tP43Ut1zJlm5661RYRFRWSzMM/A6XNeMtK16HUCH29s48G7Spg1LZ0Mh47qfm5Xfo6ePjFKSaGRcZUWmluDvPtJK6tX5FBZakGWL8kIyDGoa/TzyRftLF+cxTULh/cwy87Us2heBjP6J2a9XsPRk0627e7m8ftL47ITAIIKli7I5IP1bZyt9Y+56+zutZcyFhcu+tm6swuLRcOiuYk7c7NRw+ypDspLL6lhb97RQU+PyF1rCy9Lh2tAhiAvW8/CeZlMrFYWSkmS2bC1g/wcfVyaYdmCLJYtSM4SOF0ib3/YTHWFhYfuGl5oc6yw2dJo6ejjqz3dCarXw0HRWFO6OYei1y3y6aZ2Fsx2DOuZlwrZmXoev78spUxDWJT5y+sNOBxpPPtoYsYow6HlgTvGdg9EUeY//nqRrEw9j94z8md63SI335CPw65NydNzefpQp+jLGE3baQCSJFPXFKC+KcDJc17mzkhPyK4KgsDqFXls3dHBP//+PE89XD6qhEVJoYlbVxcwa6otZaa2vjHA6+saWXt9XoKX4gBESeZCvZ/W9hDP/qhiVD/MwTDo1JjNGs7X+Zg5JT0p4JpYY2H+jAx27XcyvsrL4nkpAlJVcpEtHJYIBWVMJk3ScxYWFdszq2V0w/aPPm/l6EkP1yzMYuGcS98tyzJf7emhtt7P4nkZKU3WB0OrgY83taHRqLhnbXLWb+vubqJROUnUFPqv7WoV8XvF1WDrB4y0tMTRr1aP7WmorjRysSlMU2sQkwkCAdi6s5NYDOw2FdcuzuKzLzq52Bhgz8FuVCqwWWD/QRf1DWEev6+UJQsysNv0NLf5qWv0QwysljQmVFl49Z1G+iIyN1yby5pVBf3faaW60srufT30usIEwxJCLEZDS4hH7i3jv/zTKVyuLnbs6WHR7AxmTLFxTX9KPydLz4N3KgvM2Qte/vhqHSq1imsXZlPfFMRgSOPAkV4amv3sP+LmgTtKePbRcjQaAY9PYtY0B7nZesxGDZP7bTq+2qOYQ9ttWl5/v4m7bymkIM+AVivg90f5P388z5QJNq6/JofsTD2//HE14bCEHIOyFF15g+HyRvB5IzS3hXG6xLjfm0GvThL5/2BDK15fhIfvKcGgU+MPSui1w3N/UmH29HS+PuBk265uZkx20Nndp2RSxtvQagVuui6Rl9TZbxs0oOk0FP6gREwmJREYlCzXTYN0o0RR5sRpL73uSNKC3dkdZsPWDlYuyaaowIjDpuGOmwrJyrw8/ahT5zxkZegSzMOhXxH8tqJhZR9SYbBw7jsfN5OTrWflkhy8vgj1jQHKSkxUj62SFkdJoRFRlJP0pvRagcXzM8fcdTocNBooLjCi1cH+I71Mm5iayA3w6ruNhMNRfvXT6qTXNBqBnz52+Vpng3Hmgo/X329i7aocnnu8Iuk3GYBOp/A/1QLs2NtDTlZaym5CUALPO9YMr1sWjkTpdYn0iannOLNRw3XLcnjn42ZOnPWMSal/AJVlZmZNsXPomJv2rnCSQLFer6Hb3YfPH6Egd/iuvaEE8uNnvERjipZfa0cowSxcqxWYMM5GZ2eIYyddI26ycrP0WMwamtvDBEMSWq0y1oNhmSOn3JQUGLn5ugLqGwPIsdiwpWy3V4KYipwsLWdrfcyY4kiYZzwukVhMRd7QcvwA9/+q0Nb3iqtlxB8wGodwtk6cGRuHKyzKzJlmoyjfRDAw8DfwBcBk0FBaaGThHAdZ6Vp6uiWiMtRU2NHrBNo6QhQVGrHb9PS6RV54rQG9VsBs1mA2abCYtfiDMmpg0dz0pNJORJLpdoq4ekWKikwsmZdJa3uQvj6ZwnwjaWkq3N4IKxfnpNzhbtzWQWdXH1MmWmnvCvPoPSXMnObg8+0dNLSEWL08l/ISE1arlvauMMdPu7h2UaJlTXtXmC+2d3LwqIvKCjO33JDPuAozBbkGJtZY6ewM47Cl8dXXPXy4oQ1QJkerVcu9txYnpPo7u8Nxv7YBpGlUxFCxa18Pu/cp3LcZUx384umqJLPq5UuyGFdpJt2mQ1DBv/3xAl98mdrIeDhotQKrlmUzb6YDvV5gw9YOPvysddhyzL23FfHcExXDlt1eerOef/vzeZpbx9qtdqnEOBQuT4S6xgDd/T52gqD4Fg7lloyEgWzYZ1vaU5LJJ1RbE7KFY4UkybS1h+MWP6VFJn7+dOUVlVtFUWbzjg5+/1JtUiPC0vmZKS1eLgcDhH6TQcv761tpaBm+2WHO9HTmz85Iymq1d4Z5Y10jTpd4xZ2poNyn5YuzSXfo+WxLRwLJfjAWz8vip48r3J/tu7vYuWf4svNokCIx1GoBaWh3wCBMHmfBYtJw5IT7so/v9kQwGtUU5KYO2uVojL5IDCk6fMARG6L9ML7KyoN3FNHUGuKVtxv7XTFCeL0iZqOGu9YUYjSk4QtECYsy73zUnLJrcPG8LJbMz0KKxhLkJYJBCZNBzdKFWWi1Au9+2sI7H7cMe34aAeZMt+NwpPHhxrakZog5MzOYUGPhwNFefv/SxXjjjqpf0HS4UulVfDe4mtn6AcNoUuH2XXr69FpFAmI0eLwSPp+Pr/YoHBO1GsR+2kVJoZG/vtWE1ycSDilcg4oiLQ1NAfwhRZm5pTPE9MkOpeX+og+fX6a8TM+i+ZmUFhopKjDQ0BTg3U9amTYpcYcZI9bfgaNi2gRl0Q2FJWoqTWRl6OjsCvHmB83EYjJ3rS1O+KwoylyzMIvJ46wEQhJ7D7h484MmnL19LJ6XybhKM75AlH7OLfuP9LJrbzdf7u7hiQfL4ju+onw9j95XSl62Aa1GYOoEazywq28K0NcX5SePlbNxWydlRUbO1/n4eGMbd60tpDDPwLFTHspKTKTbtbz2XhNiRObXz1XHF7DsTD3/+fkajp/xJChSy7JMe1cfedm6+HujEdh32E1RgZHJE+wUFhjJG6NxdDgsceqcj+oKCy3tYc7W+lg4N4tbV+cRCEWH1VMaqWsOYNJ4G+u/aOPVd1v4u+eqx5RlG65MNK7Swt8+U4XZpOHjz1spKTReduDhsGm4/tpcvviyk41bO5MydVcKQRCYNMHKuEHGy5djOzMY733azKmzXiaOt5GZMYJm0bdAfWOA0+c9XL8sh/JhsquiKFNVbkqZberq6eP0eR9TJ9ivKDgdgMWsYeXSLHbudXKx3k/PFEeSFt3Q99+4PJdPN7ex/7CTOZeRdRpAXraONI2Ktq6RJzhRjF6RQIHdngYqFS+91cj4amuSqv64KgunzvlpaQ+SbtcmbZqiUSUIHPyoWMwaKsvMiKKM0aAmGJR44fV6yopMPHJPCXk5ev7TT6oRJZm/vF7HhTo/KiF1Ofeahdlx8WNZlgmGZTZuaae7VyTaz4u746YC5BTZp7Aos31nJ32ixJ6DLm65Po95MzLJy9Hz0YZWmlqDPPVIBYvmZrJobiYbtrQTCCjZ7ThUqrhQ9FV8P7gabP2AkZ+jo63j0u5kUrWBrw+N3v7+h3+axocbWnnro3YAnnykmD++2ASAUS9w321FnD3vYv2WbiQZ8grMlGgE9h/pQZbhwgUvrMhHkmQMBjVpWhUmvZr3P2mlrNgAsSjaNFUS2fM3f7nAxQYfuRk6DFoN82crk8cnm9r44ssO8nJNPHF/KeG+WBLBta7Rx//67XmuWZjFPbcWI0kygUCUDcoTagABAABJREFUQ8fdGA0CKlWML7/u5tAxD2tW5bJsQTY3rcynKN/A2Qu+BEscQVBMcWVZ5n/8nzP09Ir8w68nYrdpeazfsFeWlY7G0iIjtQ0BRDFGNBqjsSXIu5+0cM2CTG5YkceKJVlE5Rhen4TeoIlnizQagRlDgooTZ3y881ET06fYmDklnYpSM+OqzNx/RxHVFRbMRs2ofJzBuFAX4JV3Grl5VS6aNBU6rUJkHS1rtHFrB4FQZNhOtWsXZZNhT6NPlC+rnFnfGGDH3h7WrMpLKOvZbVq8XpHjpz0Eg9HLDrYEQWDGZDsnz3qxjMHaaKzo7u1jz34noVCU/Hwjfp+YtIiOFaVFRjRqgTvWFHwrP8rh0NoR4kK9F7dXoqjQMOx3fPV1F7v2O3nygbKELkGAyeMt5OVUkpl+5RZAAzhfF2Dzjk6Wzs8YljR++ryHSERm6kQHpcVGsjP0mC6DSwXKmPL6RWoqLNRUWRNKcUPx1Z5uahuCTJ1ov6zvAEXe4svdXbz0dgOWITwqSZLJdOi5eVUuu/f1cuS4l78Z4hepUpFSZ+ultxsRVPTzI2HxvIwEbbeNW9tp61IkHRbPy2DtquFLqYIg8KdX69BoVCxbkMW5i36Wzs+IB69D3SG8XqWD8vgpFx993sa1CzJ58M4Saqos8XlKUKsSxtLr7zei1wv84pnBVkkxYrGrVtTfN64GWz9gBIZ0IwppY5vkc3NMTKyxAkqwtWiGIx5sTZ1k58YVeUiSRDTaDYCzp48pk6yIIhh0UF5qRpZlPtvSRkdnmOpyM9UVFo6ecnPslJdgMMq4KltCWekPr1xg81cdZKbr+G+/nEBWpsKh2neohzc/bCZNDfffWsjk8ba4/yHA3oPdfPhZG0vmZ+DzR2lqU4JJjUbghhV5VJSZ0WsFXnijHn9AYun8TCZUK+Rmi1khjA+QxmVZ5v31LZw8q3QxZmTo8fgkBLUKvUEZ6gPZoO27O1m/qYMnHipjQrWV//yz6risw323FsUFTwcyfL95oRabTc3da4uG5bAU5OqYPN7GkRMeOrsiPPOIcoyhQdlYkZOlRRBU1DYGmFBl5dbV+WMiBre0B/H7JSQpOZhq7wzjsGmuyB6mrTNEXaOiHzSUQ3XgqIs0jcDKpcM3FowEo1ETb3k/dsqF2xsdk83RSCjINfDYfWVkZujYtLWdIyc9PPuj8mF/v5GwaG4W7Z1h/vRqPSuWZg7LTbpSvPVBM6Io86tnKzEahw+WyktMuLwRHIPuf69b5NAxN3On26/o2kApWW3f083U8TaKCozkZumYOcXOpPH2lO8XRZmNWzoI98WYPN5Gdqae556oTPnekfD59g46e/q471aB21fnJVEL1n/RRlNriMceKKOs2MzsGXaWLrw8r0eAbw46+WRTG8WFxiSC+PEzHt76uJlrF2WxbGEWBt3w/DtJSizdL1+URVtXSLHmmpfJ5PHWhIDTF5CIiDLXLsrm6wNOnK4weTnDb5ZMRjWCAOUlRp56uHxYuZPW9iAvvF7PjMl2pGgMq0nD3FkZlJckBmQZjjRisRhajTI/er0RxEgyoV+lipGY6rqK7xpXg60fMIbuM9RjpNi53CJbdnXH//3lnh6y0jV090r88ZV6tFoNxn5NrEgEOnr6mKPXYDGnUV1mpKcnzJN/c4gel4jBoGHZwkxEEcpLTWzf1U11hZXnHq+ks0fkmyMuxlfZ+GJ7FyoVPP9EJWXFygO/Y083v/1rLSaDmofvLGHuTGWHtnNPF4eOu3n8gXL2HnJx7mKA+XPS+e0/TosLJV5s8PPG+024vSJ5OQYmjbcSi8a4/aZCenpF1m+u55YbChIW/W6nyJ79vbg9IhEphl4r8N9/OR6NRuDQUReNzQHuWFOIyyPS3BIkGJbQ93/fQNlPo1E4R4Oh00J5uYlv9jtZt741wcZnMDIz9Nx3ezG19X4MBjUfbGjl5Gkvj95XkjQJjgXpDh0rlmYiqAS++KoTl9sxJi7UI3eXIsvJgVZHV5B/+NezzJhq57H7UlunjIT5s9KZWGNNKMUNBHSxWAytVrhsq5ihaO8Ms2l7J6IYY+50+7c+3oAcRXWlmUhUxjpMU8BYEA5Hcbr6EiRZvvy6C6s5LUnT63KxenkOUlTG5ZE4cNTD/FkZKQnyleUWKssT9drqGgJs/qqTrHQt0yZfWVars1vJAmoEFUUFRuw2bUodq2BQ4kJ9gA1b2sjNNbB8Ufa34oetvSGf1o4gb3zQwvhKC/fdnkgtiEZjRCIyyDJNrSG0GmFEP8ThEFUOgUEnoNclfr60yMSEagufbW5n7fX5LElh3D2cuvrs6ekEgxJpaoH8fAP//udaqirMPPmg8nzdf3sRsgxHTrjpdYv87sWLrLkuj3mzUm8kBhqFBs5rOJiMGjQaFZt3dHLnTQX89InKpPd7vSLvf9qK0ajm+uV56LUCTz1cntQ8EVOpUKHiqszW94urwdYPGLEhwdUI3M04Sov1/O1/Pcq5ukvlxiPH3Pz+n6Zy/zOHCIbh/U+aCIRkIhGlC2pSjZnV1+aSn6Pnpbfq2XfUg0YNM6ZYiEYFdu/rRa1WoVHDtEk2Hr27DItZza/+52nCfVEWzs7EZNRgMqnYtquHGVMUToLRoKaizER5iRG3L6IQugWBtz9qptPZx2035WNIE9DpVHR0hRMCJ71OwGZLY9pkG1XlZsJ9Mq+/28gHnzXT2BKip1dkybxMwn1R8rJ17DnQy7ZdXdx9SyGVpSays5Qd4cBO+dxFL23tIYX0/3odOp2KxfMyyR6F26LsIBsYV2nmvtuLsI9S5pJlOZ7uz0jX0tIe4sMNrfztj2tG//GGQKMREFQCh4+7uHV1HjWDFllZlqlvCpKXrU/KdimLdPICKEWVDie/7/LUtzu7w1hMis7Y4EDr2CkXn27q4MG7ilmxNJcVS0c3JR4N73zcjD8Q5YkHS791oDUYE6ptaNPU/MdfL3LX2kKKCwwEw/JlLdxlJSZ+9dy4eIlGFGX27O/Fbv/2wdbEcUqm7IPPWjh03E1lmWnMTQZDvS33H3GybUcXt99UOGZj8LISE08+WEZu1sh8tF37nGzd1UlmupaKElNSZ9/lQJZlTp5xc/y0m+mTbCnLg7esVrLnre1BPvlckTUYzaMwFcZVWdCoVfgCyWM/3a5l1lQ7O/f00NqRWlpHjsWSmvW8XjGuv7d6RR679nbR6+6jIPcSZ00QBEUiIhzloTuL+I8X6/n48zamTLAPm6WWJJletzhiltJu0/LI3aX8x19r2fRVFz/5kZnO7nACV6+7V8Ro0FBZYuDjDa3ctCov5XiPyYrqw9VY6/vF1WDrB43EMqJ6DKJz0yZZ2LStO+FvK5Zl81/+6TSRqLIEFxbo+GqPYityyw25/OzJGg4c6eWff3+BaBQcdjWzp6WjVgsU5OhpbgvS0RWmvjlIbpaeXq+ILyDhD0qoBQFRijF1op3F8zKI9Ku27zviIiJGWbEkmxffaiQ/W8fSBVm88nYj3b0iC2dnUpRvxGpLY/IEOysW5+D1ilitWnrdIpu+7OT6ZdmMq7ZxttZHdkYai+dl8eXeHmRJYu6MDFxukZfeauC+24tJd6SRl63HbtNiNiVyMlrbgzQ0BZk7M51eV4h0exqL52aOqZS2bVcXF+r8lBQpavNZWcNzSnZ+08Pub3p4/IFSsjP1rFicg92ahk57edOYYszbwg3XZJOZrtjYjK+2xSdKUZSpbfDx+ntNLF2QxfXXji3IKcwz8quf1pB1GQRvp0vkD6/UMaHakqD9BWDQaTCbNaRpVHi9IodPupkxyZ6yy3SsWHVNNuGQTHFBYkeo0yXGy8dXCjkai3Pztu3sYu+hXp56qPyyyOSDOzy1WoEnHiyNq3OPhA1b2jGbNSkVzAdj5ZJsJk+wXVY354CoJSgcqLc+bEEUZaTLjEpSZVLcHpE3P2xm/ox0Zkx1kJut45oFWVy7KOtbB8Onzvn4aEM7Op2K+24vJSNdF5dSGQptmoDJrGHeDNuoml6p0NIWpMfVx62rC1NKnmz6shuTSc3MKanLw4JKFRfwBeUZ/fOrdcydkR63hKqpsnLHTYWk6QR27+th0Vwle1XfHGD95g7WXJfL2uvzaGgMImgUysLmnV0UZOsS5qL9h3tZv7mdW2/KZ8604ZsNigqMPHpvCecu+Pl6fy9HTrr5yWMVFPaPnYpSMz9/upJ9h50cPOJBq1Vhs6QlqdcPNCFe9Ub8fvGdBFsqlep64DeAGvhrLBb7p2HedzuwDpgdi8UOfhff/f/XUKmBQTsxeXRF+aa2cJI4XXW5nZb2egDKS/VUldv4ao8XQYAnH1BKYt8c7kaSFBHOV/5jDkeOu2hsDZGXq+cvbzaSpoEH7yjEF4jS3BJk/eZ25GiM+bMdPH5vCRqtBjEs8ev/7yk+29xBXo6eYCDKrOlW1IIilNnUHECSo8ydkc4T9ytebPffrqTNX32nga/29vDEA6UU5Rtpag1RWRbB3hXkxTfqmT7Zzh1rChHUUJCrZ/pkB91OkRlT7eTnGshwaMnJMvAff6mlusKEzaKlpNDI5Ak2LCYN5SVmKoqNfLmnB6crQs2gHX84LHH8jJfqcnNSt9rKpblMnejAbBJ44bUGFs3LYM11+bR3hnn7wyZWLsti8nhlojTohP7y7KVZedbU4WUGtu7oUOxP5l7qQhIEgUhExu+X6IvIzJ2ZES+/DmDd+hYuNgRYMDuDyRMujzs0nGXQ9t1d1DUGeODOknhA4fNLWEwaZk6xU1mWvBBXV1rii/yhYy4+29yBxZTGzKlXHmxNqE6+ns+2dFDfFOBvn6lK+H18fokjJ1xMm5haKDPV+Q5w8/yBCAV5RoyG5CmwxxlGmyaM6Zhj4UhJksyJsx66ekTaO8LctbZg2NKb1aod0/e2tgcJBKJJmausLB3LFmQyfZKNkqLLK10HgxKfb+9g8nhrXPRVjMi4XBE8/gjNrUHeX9/Kglnp8UArLMpoNVxRKbEo38D11+Ywd6YDh0PHJ5+3cva8j588XpkUcKWlCVhNGk6dDTB5gueyOXM6nRqTUY3Pn9r7cPY0O15PHxu2dlJTYUkKJGMo8gix/iXTak6jszvM/iO98WArO1PPqmtz+PcXahEjMRbMTkcQBGoqLJSVGHG6RG5dXUB7ZxinM4zVouXgkV46C0wJwVZRgRExIvPppnbGV9qG1cMD5Xkpyjdx+LgTZ6/Il7u6ePCu0vjr2Zl6Vi3LQ1Cp+GqPk6wMbUoLLkGA2NVY63vFtw62VCqVGvg9sBJoAQ6oVKpPY7HY6SHvswDPA/u+7Xf+3wK1kDj69x4a3Wi4IFPLkSHziSNdS2mBjtO1fbi9YaZPUiZhWVaIybIsM39GOu9+3IEcA7tVE38gv/q6E7UAEUnxGPsfv55Cd3eQDz5rJdwXZfpEO2azVgkU9Br0ehWd3SFuuj6P9RvbICZw48p8Nmxt59QFL5WlZp5/oiJORh8ITPJy9aiAppYAgaDMPTcXkJ2l41ytj0BQoqjAiAxs+aqTSBT+4x9s5OXoWbuqIM5tsZg0zJ7mICczjY3buvD6IkyeoCzEj9xTQmt7EJ1OxZ1rChIm04uNAd77pIWbV+WxaG4Gb65rRqcTuGttEXk5evJy9EiSzN23FsalHiRJJhSWiQy617Onp8fbug8e7cUfjKZUWR/4/MHjbkwGJdj6+PNW6hoD/PgRxdLj18/XDNuRNqDaf8Py3GHf0+MMs/dQLwvnZI4pE+B09dHbKyJLMmgVI93X32vixpU53Lwqf9TPTxxv40cGNeXDCC7CQANDK0a9mjVjOOYArluajbNXTAqEL9T7+GRTO0aDhlnTxhbgDQQFUyc6UiqVh8MSf3q1gcwMLY/fX0q3U/zWfo8ajcCPHy7nrY+aaesIIct8K9FRgE82tdPZ08dDdxSh1arjnYlmo4Zbbhi+420kuDwiew44EQRVPNjKzlTkC7RagWBQYvokG+OrlNfcHpHfv1zH1Am2K5LrsNu03LK6gGBQ4t//fJ40DYyrMmMyJS9Lre0hZk6zse+wm5NnfZcdbI2rtJDp0HHomIt7bilMMKpXXrfy/qfN6PWpZVNiSqQVh8Ws4YZrcxWRqn4oFIV6JtZYWDA7Mz7WAkGJ5tZQ3AT7jXVNiKLMr5+v5umHy5PKiUUFRu5cU0hjawCDfvSB8uKbdbg8Itcty07ihu456KSvL8qJsz7S7Wk8+WBZymPEYqC6yo//XvFdZLbmALWxWKwOQKVSvQOsBU4Ped//BP4X8Mvv4Dv/r0BP7yX+QLpDRa9r9LLA1t1OHIPeq9XAf/1fp6itV/Rr1IKGdes7ANCo4fxFH1t2dLJzbxegdCN+tqWd/Yd7yc81EiOGWlDmmYnjbPz7ny9QUWpkfLWVto4+1GqBV96pp62jjycfKmXGJBubd/TQ0xWmvasPp1tk2YIsjpxwUZCnZ9I4G1t393DytBudVs2zP6pAFGWmTrRjMGhI08AHn7WjTQOzKY27bylk3qwMxlcpXYmTJ9ioawywcVsHRoPAgSMeHrxLESIdrKZeUmxGmybQ2BJEmyaQl6Nn644uPv28A6s5jQmDrC+qyiw8cHsxTrfIh5+14vZGkibAoVIPeTl65sywYzRdmgwHB497DvTiC0gsmpOB2yPy0tuNLJ2fGc9SaTQCTz5YHtft0aap0WnVCd+XNB6cYS7U+5k/MwPt/JEn4YbmELu/cVKYZ2Dbrk5s1jSuG4FTdfuNBUgS8cDVatFQkKePGxkPvsYz5xVT8cE7br1WGFOZr60jFC/zHjnhYtP2Th66u2TElv+iAmOSzAHAhBobj9wjUNWfdXO6xHj55nIU5wdDqxWYO8OOw65lz8FeNm3v4JF7SqguHxv3aThYrVp+dG8ZMspv29wa5LMt7dy0Mi/ltY2G1Sty8fklPtzYnqQDd6UQRYW5M5SYP/Bvo1HD7TcVsmFLOweP97JycRYmo4DjCsp6gyFoBHKzDFyo85GWJqLVKEHv4A3R5h1d+AMSj9xVQn1zgK6e8GV3XhYX6tl3OMyZ836mDpGe0ekEVCoVweAln8OEcxQEVEOikRXLcvjDyxdZ/0Uba1blI6hApxVw2LQJ4+/wcTdudx83X6c8f9dfm0VEVI459BpEUaahKcDFBj8NLSHCoox5FKkRIU2guS3Mo/eWJZWCDxzpJRiM8vgDpQgqOHXOS262PkGFPibHUKlUxK6Kmn6v+C6CrQKgedC/W4C5g9+gUqlmAEWxWGyDSqUaNthSqVRPAk8CFBcXD/e2/2sQkVQMbKfc7rHxL2JAbpaRXpeSBcvL1WIxqRGjSm3ebteS3j8RSFHY9U0PDruW4kIzOl2Arh6RP75ch8WsoatLRK2Wyc3RkpNtYM2qAv70ykU2butg5aIcnn8im3//y0Va24NEIjIfb2wjKivWHLOmpRMMyei0Aus3t5OXq+dH95QiyTL/81/OKV6Ik+34/SK/f7kBKSoTCEZ54oFSnri/lLYuxWTX548wb0Y6+4+46erp45G7Szh+2s1HGzsoK9ZjtaQlBCkD6OuT+cMrF+nq6qOm0srzT1ayclk2Pr/ErGlK9skflPh6n5Ppk21Mm2zn1fcaaWkN8fwTibvNYFDi6wNOpkywxfk9Xr/E7m96qSw3Ma7SxsFjvWza1sXDdxfjcGi5c00+6n5x0eGoM4MzTqtXXAqEJEnm1feayLCnMaHaSl9EYvJ4BwePudm+u5usDH2S5s5QTJtkIzNDS26Wji07urBaNHini8OWqARBQDvopexMxTh3KGobArz2fhOzptooLjQxd4ZjzIu8IAg882hlnLovqEAYkr31B6Uxk9b1WiFBRqSxJcCeA06KCgzodEL8t72cRVkQBFYuU36L5tYg0ybayO7nuI3UlDAWDA5ivP4IHZ19uD0in21px2ZJS+rEGwkDi6qgguggj09QxuvBYy4mjb88flNWlo4l8zOZMuieyrLM59s6yczQMXeG8ty0doTw+yWOnfbS0xshZxRS/QDCopzS1UCvFXjknhI+2tBKKByls1vkr2/Us3h+ZjwzfN9tRQSCEucu+Ni6q4uIKHPDitGzaaKo+DyWFptYvjiH0+cDnDjrSQq20u1aZk51sGuvkzMXPElZzzivadDpCyiZRF1/9mnb7m4yHVoWzE6kDuTn6hEEFU2tISbWiJSVWIYd4yfPeXj7wxYmVpspKzKiHSHQkiQZSYbCHD1HYtAnJtJMOrvDVJWZmTbZQVaGHq9XZPOXXZQUGxOCrYGhI1yNtb5XfO8EeZVKJQD/Cjwy2ntjsdgLwAsAs2bN+r9eztZkiOFUROCRY5CdAV2jOWLIcOvqfE6fvwDAorkZhPtkwINOC7//x+ls2Noef/udawqwWrXcdXMhK+/aRSQCWY4Yv3iqjPc/6+D0uRBTJ1l54gHFbNZq1eDsFflsSxvTp9gIhiTKSkw47Dr2HHDy4J1F3LQyl4I8IzcY1fz7Xy4i9kWxWjX8t/9zmuWLs1CpYkyf7ODBO0sIhyUKCwzkZevxeEVeeKOOR+4qZdmCLCRJ5h9/cw6zWUNOpo6eXsXz77MtnUyssbJ8SSbBkJyyzKPTCUSjMfyhCGUlBvxBicMnPdx6U0E8i9LSFmL7ri70OmWHeffNBYiijNmsLFC19X6sFg1ub4StO7tQqVTxYCvdruXxB0rjYqoGnRqjUc25C14++aKdyeOtPPmQwodTSjFj60YMhyVcXgm/P4JBJ/Dp5nbCYZmJNTYWzEqnINdAadHomRCNRiA/x8CJMx4eurOInd/08u9/qeUnj1VeEcF4AKWFBm5dncexU15OnuugptJyWccbvNhOneSIc1XcHpG2jjDvftrCjctzrkiFfEp/cFGYZ6C2IcD2XV0Y9MnZg7FiaEatqTXEX99Q9JTGstCHw4pMQk2FJYX5sY1f/VTJxu452Itac2Ur3cRxNk6f93D6vCfOd2toCbJ+cwexWIylC0bWPZNlGVGU0es1mI0a1l6fWN4VRZmjJz3kZGnjwdYjd5ciA51dYSZUheObt6Fobg3S644wdaLS5PL2R83ce2vRsLzBW29Uyp+d3WEc9jQc1kvLU06WntPnvWzd1cWMKXYWpZBnSIXjZ1y89FYT991WyKK5WTzzaDkZDiU4bGgO8Mnn7dyyOp+SQiMrl+Tg7I1gSMHji8VUqFQgDVqVjEZNggyMzydx5KQLTRrce+slCYeyYjNrr8+notTEH16tI63fvzKltEeJieuW5TBzqn3U5+qNdc10OcMsnZfJzCkOMtMTx/nhYy627OiiT4yy5rr8OJ3Cak1sIJJjil9PKnX6q/ju8F0EW63A4Dalwv6/DcACTAK+6vdeygU+ValUN18lyY8Mm80AbZckHMZVW+ja6xvxM9FoYleJoBLidX85qoh6VpRcKtkMZDq8fgm7TaC7R8bjj2Ey6bh2USbHT3toag3Gd033rC3iQp2fU+d8tHWGufWGAnz+CO2dQZrbwpy54GNCjR1ZlsnM0PPoPSVkOLR8tbeb3/31IumONO6+pYjCfGUR0+s13H1zAX99s4GunhAXLgY5csLNxHE2NBqBB+8qJk2j6udNgSjJTBpnJRaT+bt/OEmGQ8ff/Lg6qQwVkWKMq7BQlGdk5tR02jpC7P6mB4NOHX9vdbmJJx4sozBPmaTCfTKbv+pk/qwMxcD6vSYK8vQ8/kApj91fSnG+ga6eMJGITEFe4kI8cZyNieNsvPhWPaGwTEHe8GWxAfj8EsdPu5kywR4vya37rJX6xiDPPVGBxayhtT2MJMUQBAGjUXNZhPiGpgDvfNzCdctyqCo3IUkyxmE4ILIs4/ZKKSf4HmeYtz9qZcm8dKZOcrBgdibV5WZ6PZFvFbgNwB+U+O2LF8lMT6MgR09G+pXZ4fS6Rc6c85Lh0CX9tt8FcrN0XLM4m4nVFg4e7aWxJcja6/OH5c0dOenmg8/aePDOkpQq7APZsadSZBAvBx9/3o6gutRcUF1u5pF7iikbQadpABu3dnLslIdnHlU2U71uEZ9fiks66PUannm0PCEwGPj/kkIjJYXDZ+M27+ikoTlIWZEBg15NVroOg16NLMsEgnJK4rcsKx6CfRGZtCEZ6/JiI3esKWB8lXVE0vhgGPQaIpEo5y/6GFdpSSgHh/tk3F6RvnCUg0d72XfExRMPlKa0dIqhSD+MFBM/dFcRnd1Btu7sZtGcDIoKlOyRVitw3TVKtrS8xMiWHV1s2NrGrauTdcysVu2YhYFzsnScveBm685Onn+qOilbtmheFg0tAT7f1kFBnpE509PjunNDIceu+lB/3/gufCcOAFUqlapMpVJpgXuATwdejMVinlgslhmLxUpjsVgp8A1wNdAaA2KqxLSwcQxrkNmkWEgMYPOODixGZdISJXjt3Xo2bu2Kv/7Bhib++/85xf/8lzNUl1rQ65SAbfNXnew75MZm0aJRxfj1P5xk/RetZGboWTY/ixmT7eRna/n9y7W8sa4Bk1HDuCozedkG/vs/n2bvQSUFV1GqdPiNq7Rgtajp7pUYX22jpS1Ir1thl2/Z0cnmrzqpa/Dz9z+vZu0ggm9pkaI3pJS5FEHDu9YWcfSkh7a2EEV5erKGLM6SJPPeJ83sO+xm+ZJsCnINVJaaePrhchbOvSQmKAgClWXmODeky9nH0VMePt7UysFjvdy4MoeVS3Pi9j96vYZ3P27lDy9fpL0rtR7PXTcX8T//biI3rhydAH6h3seHG9rYubcbp0u5F+OrrEyeoKhQC4JAUYGRshITtfV+/vE35zh93jvqceP3rtjEPbcUMnuanemTHdx3e/Gw7fr7j7j41z9d4HxtcjDfF4nh9ooEQ5c4K5kZeuzWNPYddiKK345Zq9cKTKqxMmtqOk8+VJ5Q4hhAa0eITza14fMPrxF24aKfr/b00NQaSPptByCKMpJ0Zeer12u4bmkOBXlGztb6OH3eRyg8/LEmVluZMdnGhXrvFd0jSZI5dsoz4jUD3H97Mffedino0WgEJtbYUpY6G1uCvPBaXdxcPSNdS26OPp5x/PjzNl56qwGv91LnR7pdm7SQj+V6Vi/P495bi7Balc7gnzxWQUmhke1fd/OvfzofPwdJkuMG5IKg8CvbO8K8/n4T+w5eGl96vYb5szIvy9+yosTELasLOHPBz+9frkswOh9XaeHXz40jIinOEx0dIcRI6usaS95RkpSmpjSNCl8g9XEqS8wEQzKREQy3x4obluei1aqpbwqmFH+3mDVMnWBHFGUuXBx+3hAEARWxq8IP3zO+dbAVi8Uk4CfAF8AZ4L1YLHZKpVL9D5VKdfO3Pf7/zYgOmWOVxs+REe6DYCgS/3dnd5RPNrehVitk+e27O9m+pxuNADodvPNhKx1dYUKhCBVlJhbNSScqw8GjbiJRmYVzHHT3SvT1SfH087xZmUyqsbL3qBufT8Lji1JVbmb6JBu7DzjpdYk0NAcVEdN+jKu08vyT1VhNGn77l3O88Ho9+w73AtDa3kdulharTYvFnEZDc4BeV3jERTEnS4feqMFuT2PLjk4+3tgSf83tEenqEakuN1GQq2fHnm7aO8OUFplSckYGUF1u4emHyzlz3suOPT3MmZGRtBNctiCdXk+Edz5qTnkMi1kzYveaLMv0OJVAbUKNjTtvLmDvQScff64kg2dOdXDLDZf893rdIn99o47m1iAmkxrdCOc/FFqtwMypjjEtTj29IoFABJMxcYyJoozVnMavflLD/NmJpb19h3v58LM22jpH9+scCRqNwK03FqQ06B1AbZ2fbw46ae8Y/rtmT0/nyYfKqOk3npYkmfrGQHwcybLMH1+5yEtvN3yr8wXFFPjZH1WMmGGxWrWoNQInTvtSimmOhrqGAG+sa4o/J4PR3BqkvVMZR0qGaWwke683Qkt7KB7AzZ+VwWP3lcYDswWzHSyYnU5bVyghMBmM+sYA/+u35zh2yjXid+Xl6FM2TeRk6CnMN2IxqhFFmd++WMs7H116fu9aW8Qvnq5iXJWJdRtaqWu61IXd2BLE7Ukt35AKer2GG1fkUVxgoLElyIkziUGHVivg9UmYjWlUlpvZsqMz9XWr+uUfRogxvX6JM7V+SgqNwzaLnDrnQS2oGF9jH/M1DIfaej+d3X1UV1iG7Vo8fLwXQS0wc9rwmoKyLINKSOJPXsV3i++EsxWLxTYCG4f87f8d5r3Lvovv/L8BQ5/5oDh6njfUB2tvzCIv08Qr79bh8kB3j4QKSNNCMCQjyzB5goledwRJUkyW+0SZXftcaFQxNGqYNc3GkVM+HDYtJqMGrV4FKO3f73zUyIHjHswGNXesySMSVdHrFtn5jRNtmoqMLK3SzZhj4JpFl1LiS+dncaHOzzcHu+nqFpGjyu7ukXuKWTjXwc69TvpCUd76qAWVCgryDDz7o/KUBOw7bi5Symrj7bz+fjMuTx/XX5uLXq/BH4wyrsrMjctz6XaKY7a66XGG2XOgB4NezfhKJbsysKuOl1FUAnIU8i5DCHMwjp/ysu6zFu6+pYjJ423Mme5AkmJkZypmzoeOu5k55ZIwaCAg0doepqrCyi+erh7l6MTP+eQ5D5UlpjELjIbCEhkOfVLw8OGGVi42BHjuiWSOyeK5mZQWmSgcQ8l0MHrdIu981MzC2elj9micPyuD8hITBSOUBbVaISErduyUh3c/aeG+W4uYNtmOIAjkZOnjFk2Xi4bmALUNfpbMVQQ99WMYAmtW5rFkXtaYuiMPHlU6WK9ZqDwzxcUm7liTT9WQTkhJknn13SaMRmHMY2IAkyfYkjpJB2NcpY36hiCvvNPEEw+UpcwyanUCFosGg0HD1/udePwRVo9RWHfgHAbK4ZIkYzZpuNDgY89BJwtmKQF9UYGRtasKmFitkNslSaazO8xLbzVQVmzikcswdAe4/tocjp32sO9Ib5JS/fzZGeRk6/n3P18gO0ObUpojJseS9AuHIibLSqlxBPFpX0BCEMDxHRiut/U3KsyZ5hi2lO30REhTCxTnj/yMClwtI37f+O7t66/iO4M2kceIGB7b7riy1Mzta4qwWpTyWlRSSoPaNAGdVtlxFhYY6e4RCYej+PxhentFqkqNFBWZqCgzodGoae8I0e0MM2OKnb5wjO6eAG992MT+I72oiHHL9bmsWVVAOCzzzUEXGkFFICQj9sksnJNBVoaOvQd6+ObgJVb/vbcWYLWkoRYEIlKMF99qoKk1SK9LorUjTJpW4Lab8hlXaUGrU9HVE2brzq54mQ2Undjr7zXhD0SZNS2dWdPs6NIELtT7AWWRvXDRT58oU5Cn55F7ShKE/GrrfHyyqY1wWIr/B3Dmgp8jxz2suS4/rgP14lv1/PG1i/HPZqbrmD8rg8ULRjZJ9npF/uWP59m6oyP+N59fIhiWqCozkZ2p/DaCILBobibVFVYu1CuSFhfqL+3kiwqM/OKZahbPvZT1kWU5XoJNhbqmAG9/2MyBY+6Ev8uyzMat7Rw+lpyRWLuqgOefrEwKzoqLjJQVG1Nm1Ow2LZPHK9w6WZY5X+fDHxx9jIbCUZy9Im5fNH5e737SzOZB92ootFqlpHo58galxSaWLciMm4oD3HZjAXq9mosN/jEfZwAHjvby1dc9uC4js2I0jpzpHIx9R1zs2d97qWymFZg7IyOJF6fRCKxensOqZTl0dodZt74l4fkYDSNl4w4e7aWzp49rF2dRkDuc4bqBnz1ZhcWUxqFjvRw94b7iUrJGI/DgHcUEgjJf70vs/rHbtMya5kCvFfjiy05efKuBmVPtzJtlv+zv6e7pQ1CpKM5PfU11DX7cXpGlC7NSBi4qFaPWEgW1gApGJJr3iQAxNGmjVylGRUw5sdgIj4QqpiIWk4nKw79JUKmIEbsaDXzPuGrX8wNGe0fiwnXi7OiipgBeb4w/vlJLdKB8AqgFCAQVKYbyEj1VZVZ273fi8cpo00CSFfX5nz1VybrPWjl13kNutp7cHAM9PSIRUeLDDa3IssD1y3PJsOs4dNzN/qMu8nMNYNOSGYySl6unpNCI1arhjXWNqFQqbFZl0vxwQwv7j7iYNM7GPbcVk2HT8tr7zXRVmCkvMTF9sg1tmoBGLXDzqmz++FoTL77ViNsrodMKLJ6XyeYdHfT0iMyblY5Op0xYi+dlUtsQiBsEr1ySTbgvytGTHgryjBTnGxIW6ZPnvBw67mbWNAfvf9KCoIbnHq9i9ox08nL0lBYZL4mtZusTbE/ycpTgTRRl/vJGPblZOmZMseOwaRM4MipBQFCpENSXvnf77i72HR7eImbieBuPphAGHbo47j/iYsPWDh68s5i8bAMNzQHGV1ni51xabOLutUVJqu/hsMyhY27y8wzMSOHll2oRXjArI55tGAlNrSFeequBhXPSKS0yU5BnGJY8X5Br4JfPVsX5VJIEjc1BAsErI8YPhwyHltVDugZdHpHd+534ApGUWZsB9LpF3ni/iQVz0uMuANdfk8fsaemXZe8zFmzc2oHL08e9txQgRUnZpTYUA7/foWMuDh5zUVNpuWJtscE4W+ujuTXE7TcVjmjH0+MM86dX6qiqNLNyiQ2XR7zi+6LXa7CaNQSCEpIk0dkTIS9bl/DM5mbrKSowIcsx9hxwUV6c3OE5EvL73QLOXAhw/bXJrxsNagx6gabW1GXqmKzol6oYeTOhEoa3vZFlWWGioxq5HjlGpGlVxGLExVJTISrHQAVpI9wrud8bcbTM3VV8O1wNtn7IEBIfyNgYOZUbt7fT3h5GN2juVQsQlaHXLaHTBgiLdjJsOryeEKiUnZvJKHDspJujx92YzWruuaWIzV910twWJi9HT1NLkHHVNm5aWcCREy5a2sNYzALt7WFmTXdw15oC2rvCvPR2I6Iok5ejY+2qPHwBCWdvmKOnPPT1yZSXmvh6Xy/ZmVquvyabuTPT42TwN9Y1sml7J+WlRqZPcpCVqSM7XUdxoYHm1iBHT7iJRmHpwix8XpEXXqvj9jWF/PLZS904RqMiT9HYFOSahVn87qWLZGfq46WH66/JYfZ0RUahrMQUT/tHRJnPt3UwrtLE7OkZcYXrVJABfyBCOzH++Go9Myfb463roAQuP3+6KuEzs6baMZs05GUri1IwKPGn1+ooKzaxYHYGOVmpOS5DkZutp6LETLotjd3fdPPVnh6efOhSyUevFZiVgqNhNGp45pEy9ENa20+f9/L+py3ce0sRxcUmkOXL9r3LzTGwcmkONquGNz9oYs50B7fdmNxtNYDBx9dqBZ57vCJhcfV6RfYdcY+pBX4k+IMSn29rZ8ZkBxWlZnKy9Dz1YBmOUQITSZLxBaSEpgCLWTPmLrjLQUd3iK7uPswm7agBxDsfNePs7eOph8vRaASmTrSRm6371ir3A7jjpgKCYZmIJPOHly8OW+q1WrTMnGanvNjAhxvb0etU/M0VmK0P4IE7iolGY5w84+edT5q5Z61S+h3AzKkOZk518M5HzfS6RHrdIhfq/MycMryh82CUFpmYOtFKa4fCVxv6O86Zkc4b6xrZvquL22/MTxr/qhHsbPxBia/2dDOh2kxOhg69ITlr1dgS5PX3mijM1zFzigOT6dsFxoeOudi5p4fSIgO52Xpq6/3kZCXTAKwmNT0ahf6h12oRRZk+MbETVCUo4eFVivz3i6vB1g8YxQVGepzB+L+nTjSy51BwhE8osJoEmuUYpjQNg70VDTrQadV4fFFee7eRtatzcLpE9AYVMVkgFIqyYWsHIVGiPEPP+i2dTJtoIStDR687Qka6ltMXvLz1YSNPPlRBVbmZ5tYgr7zTyKGTHm67sY971hZx362FHD3lYfY0B42tIV5+u5HlizN59keV2Kxp9PXJ7D3g4sARNw0tIebPzmTHni42bu3g3rWFRKQYGgHWXJcXz9b0OMO89WEzPl+UKZMs/PnVOmZNcdDeGcYfkMhwJPKxHrm7hEBQ4sjJXgwGgUMne6k+aGbBrAw0GoG8bCWLMlhXKBqVCYQktu7s5sBRD3/74+phFz+9VuD5JyrpE2W+3N1NTaUFr1fk1feaqK4ws3RhdhIZvyDPmMQb06hVHD/j5ugJD88+Vj4mTajSIhOP3KNkrWZPd2CzpVGQn3jc7bu76HGK3LEmPyGIycxIPr7RoMZu1aLTq3nt3Qb8fonnnqgclgcy3P1YvjgbSZKJRmMpTY3P1no4fMzDmlX5SYvC0MWtvjnE5h2dWC1q5l6B5tYAXC6R46e92Mxp8WB0LIrt2Zl6fvWT6vg92HvQyaFjbh66s+hbGW2n/K4MHY0tIdxecdTfX5OmSvhdNBqBgjwjoijj8oS/ddZtgIvW2hGiqSVIRamJqSnep9UKcRung8fdnDrrvSJV9wEMjJeunjCxWIyjJ90JwdYA7lqr2Pts293N7n292G1pCcK2I2HGlHSOn65n5zdd3LgisVtYoxEoKjRS1xCgx9VHYd4Qb8QROFvHTrr55PM2tJoCnnuyKqnk/tmWNmrrAuh1KubMSE/p/zkAUZRZt76FogIDi0fQEut19SFKMZ59tAJU8K9/qmX+LAd3rEk0i79xVR4t7WGs/c/bq+81UN8U5NfPjUt4BuUB88er+N5wNdj6AUPqS0xl6fRj23nMm55ObX2YQFBCr4dwWJF9MBhUlBWbCYsSF+oCeL0x7FYtkaiMoIEel4gKSLfqqKywsfsbJ4JaxYol2fzlzUZKS8x0Ot0cPOriyQdk0tIEFs7JICcjjef/35Ns2NzO9Il2Zk9PZ/5shdN09FQdPn8Ef0CiINeA0yViMgj86qfVtHeGOXbKw1sfNlLfFOTMBR+9PolH7ymNX4vTJfLSW/V4/RHCYZm7bynCalYTi6moqTIzbYqd4gIjvW6Rbbs64xkMo1FDQ0uQjz/vYPG8TAJBmZisqFj//sVa8rL1SYrddpuWv32mmn2HXbg9IqIo8ep7LZQVm1gyLysp8BIERcNsoFTV6xbpdvZx6pwXf0Di9puGz+yAkml67okqzp73cL4+EF/Eg0GJjz9voyDfwNL5I4s3ZmboUwZQx0672XfQhd2m4bplI5OXS4tMPP9kJQCFeUYCocio3n09zjD+YDQpqNJohGGDo6bmEOdq/SxdIMYneq9X5LMtHcyfldj5ObHGwhMPlFJcOLpW1FBIkozbI5KZoaeowMhPH6vAfpkBktcrcvKcl2kTlcxJKCzh9UX4Djr2k1CQZ6DLKY6aoQmLMrcMo+u1fXcXu/c7eerBsiuy/xkKjVqFoFaU7kfDxGobva5IXIH8+GkXakFg4rjL8y8EyEzXUpxvJNgX5bPN7UyssSaMC0EQ2P51D98c7GX18tx452kqtHaEyMnUxe9XTYWJcVUWdn3jZNI4e1IH5+rlufzHX2rZubeb+25LHHcqQTWswvrBo048nggFuYaUwa7XK9HrEVm5JHtYQdcBiJJMQ/PoG+rCfB1FHXqsVi0NLQG8/gg6bfL4GVdpIzvTELf9qa0P0OPsQz1kCKmIcdWt5/vF1WDrB4zgENJpcGyULS62BHHYBJrbFZ8vtaD85/PFcLlDLF+aQ0dnHzu+7iSmEsjJ1KEWYvSFISLJ5GQbuOOmQo6ecLNjdzfHT3kRhBgGnZpFc9IRxRhbd3bwxroWrl2UxZMPVXDTylwOHu3lr281cO3ibCRRZs7MDKZNsnPomIdrF2bS1BLgpbcb8AWirLomm+uW5rJ7v5Pjp71ExCjXLs5i0RwlSNu5t5v6pgDXLskmFoOpE+wU5BmYMdlGICjjsGv5w8t15GTqWXN9Hr/9ay0ej4jFdCmDUVlq5qE7SygrNXHzqnxa24O4esN0dofw+lIvIhqNEkCCsuB2dvdx5ISbhuYgj9+f2sR1AOl2Lb/6aQ0fbmjlXK2PA0edzJ42elZmXLWNcYN2u2+sa+LLr7tZuSx71GArFRqaAxTmGJCnyZddghtsGzQY/qDEp5+3MWOqjXGVNtatb6OzO8wvn60es3XNtYuzmTktPYFb1OuJcKbWR16uPmFR1WiEK/Yj3LWvh227unns3lLKSkxXlG05ec7LhxvaMBnTmDrRxrWLclgyLzV5ejSERZl3P26mstQcH1uDMX2yg+mTR+7KDIsyv/trLTlZOh68M7kTr6rcjC8QGbU8CvQ3MwTIzdINKwvisGlZMi+LqvKRbaF8fom6pgC33lAQD/rXb+4kTaMac7AlSTLtnWEK8vQIgsBTD5fT3hniz68rNl5D5Vcm1liR5RjzZzmGzTy/+0kzX3zZyaP3FLN4ntLdqeik5XL4hIuM9EvXPeD3me5IIytTn1ojK6ZkfzQaZayLosyOvd1UV1goK7HQ0BLGbktL/hxQWW5kw7Y2vD6RieNGtlAyGzXcdXM+W3d1c7bWM6zhdku7SH1jCLdHJD/HwNTxVs7Uepkx1Z4g8BwOS/zx5TpysrQ8/kA5N12XS0wm8ZmNAShE+qv4/nA12PoBY2iHz3Aee4NRkKvmi+2JXT2L5jgwWwQ2bHHS0CKyY08Pbq+EyajCaklDmyZw6w35/NPvLqARFAKz3aplQo2VTds7ESMyvoBMWpqK//iHaXQ5Rf7Tfz+Jzx8h1p96fuKBchbMSueVdxtZ/0Ubep0aR7qWFYtzKCsy8r9/d55wn8yUCTbOXfTR1a0YY996QwErl2Tx+rrGuJm0zy/x+romgsEoK5Zkx61uvvy6i3c/aaa5NYzRoGbFkmwc9jT0OjWFeUauW5YTD9YCQYkvvuxg4ZxMzEYNoijz0tuN2CxpVJZZCAYl5H5Pubc+aKJPlHn47uKEkpvVquVvnqnik8/b4ovYxxtbMRgEVl2T2q7FZNSwYkkO//ibM/z1jQayMw1j1kAagMGgpqhAz00rR7eEGYyv9zvZf6SXrHQtZy/6efbRisvm8siyTF1jkMI8fUJpz+MROVfrJzNdy7hKG8sWZeByS0mBVldPmM+3d7JicVZyyVQjJJG4S4tMPP94RXzRd3tEOrr7qC43XbGxcndPH4IcI8ORevEbC6ZNtGMxpVE1KBNxJYEWgKtXpKUtlKRhdjnQCIq2XFZm6iaCilLziIT/AYiizI5vutnyVSezpzu4c0jZaQBarcD1Y5BzcLr6OHHGS0a6Nh4UPXBHMZrLuNT9h3v5dHM7D91VQk6WnuOn3Myekc4zD5elJP2P5Vo7OkOoBcjNNlBb76ewwIheK1BWYkoK3hqbA/zLH88zZ2Y6P3+qCkMKaRCZWEI3YndvHzv2dOP1RVh7fT5L5iliq26PyLFTbmZOS49zSO02HQZ9GlqtetT74vNLvPRWI22dYcZVWhlXmfp91yzMYuZURzxwW7ogm39/oZaPP2/l2UcvfUirFagsNZKXZ8TtEflqdw/VlUPundCvkD/yqV3Ft8TVYOsHDIdFoIlLdQuDcfQ8b2WZhdYOd8Lfnniokv/Pv50EwG4TWDg3g3MXW/D5Y7z2+xnIsszWXZ2K1Y8K/v7n4wF45K5i9h3qpaWtD5VKsQHRajXUXnTS0RViUrWJx+5XrEa0WoHz9X7OXPBRVWbiJ09UUlGsPNQvvNHAoRMuZkxxcPetRWg0AgPrllYrEHLK7NrbyzcHXSydn4HdpuehO4vRpgnxBfv0eQ//8UIteTl6rluag8WiYeGcS/ILP3nskkcZwGeb23nzg2a8PqWcd+iYi8Vz0snI0FJToewWBUGRLDh0wjVs17NBr+GeW5VyoyTJfPFVJ32izNKFOcMKpObl6Hn47mJ2ftPDzr3dLJ6XmZLDNBxUKqhrCHKu1ndZWZmIJBMOR1myIItF8zITAq2G5gCHjrlYdW0uZqOGsCinJMKfrwvw8lsN3LAih2WDfPUK8ow892Rl3AtyuB13T69CXJ5UYxlV12wAg8ug23Z1cfCoi588VjHmzw+F0xXBaNFckVn0AAZbI72/vhmNICQ0QIwVp897efujZtauymPaEPPjsWLXN90EQtGUGa3LRW2Dn03bOqgsM42pyzQVunrCrFvfyrWLMxlXaeO5xysSsjXDbS7CYYkX3qinstSSkEGtKDMzb2Y6+Tl6TpzxsnG7Ynw9wMWSJEXq5HKehcceKEeKyLR2hPjzq3XcdmMByxYm2uBIksyXu7uwmNVYrWkIMCznTa1So0IxfgZlQ/rYfWVkZSllyrbOEBfq/EhRmc+2dGC36eIWTdXlFtaszGPfYSf/54/neerB8mHHtk4rMHWynWsXa1kyf/jfR6MRlOzfqxdZuTSHWdPSmTTBihRNDJm6nSKnL/jR6dUYDRrGVZupHBKoxgbU+69GW98rrgZbP2So0oBL5a60oYX2FDh3MYBWC+Ig2R2HTRPXZbKY1NgsStAmx4jvHKV+Moo8qLPZbtdTWW6mua2PWAzKipVdviZNIBaDPjlxtz+pxooci9HZ00dVqTn+WlOzn6gEq6/NTul277BpKcjTc/qcl083tfPQ3WVJ5NBQKEooLNHRE2LZIiUgGwnzZjro7u1j1jQ7b77fwOdfdrFiaRY/fSyxQ1CWoTDPgMcj8vq6Zu68qWDYRVqjEVi5JIvWDiUr1+sW+eagk3mzkrWQZk7NIDPDwF/eqMfZK6JWq3jkntIxdbNNn2TnzDmvIqmRAqfPe+h2Rlg6P1Hra9mCLJbMy0iZETp7wceRkx5m9e+4X36rnlAoys+eqkx4f2G+gWsXZ6fsihyLtMCEais/f6oKtUpm0/YOZk9PvyxJgnmzMsjN0iNJMv/8+/PcuDJnREJxKjx8VzFReeRM1PmLXmrrA6xYkjNqB2BHZx+aKzSKtlk0FOUpXJ4rzYwdP+3FF4iwYnH2sMfocYbZuK2TpQuyRsyklhcbufuWIqrLzaM6C5yv87H5yy5uv6kgIXAPhqJ09/Th9SqTRaogSJJkWtpDFOYZ4ucsyxCNxpCHpOhzsvTc0m/RNXuanaxMHcX5BvYddlJZZuH4aXdCWXgsGJhnzl704Q9IeLzJtAF/QGL3/l4qy0z8l5+Po7Onj8PHe5kxJdnJIJaC0zT4XLbt7MHpCjNvRjo3rsxjfFViCXzhnHR27u0mGJLxBYYn/mm1AnevTZ1tHAxZlnn7o2YuXPRRXmpm1rR0nn2kgqGFwM82t+H29lFdZkSrFVJmMgWVilhMpbRcXsX3hqt39wcMYYj0Q6hv9K3Hg3cWIw2RgnlvfSM2i5K/dvsifLJJEY8cTPgMBMT+70z8bGf3JQ/AgUky3CeDCjRDGKMNzSGIQVG+Lr5r7OoJYzKqUanA7U09yRiNGkXZHsgv0FPfmExOmzk1nZpKMz6fxB9frR9VRLGkyMxPflTJ+i/a2fhlB9UVJmZOtlNb70/4rEYj8MyjlUyaYOfEKRfvf9ZKcARhzttuKuKnj1ei1wrU1vt4Y10T769vSfnekkIjzzxSTk2FGadb5JuDPUpGaRRMHGfj//P3k4ctlWzb2c2fX6tj1zddSa8NV3pbMDudeTMuGV6XFJooL0ku1ZmNGlZdk3PZPKfO7jBvrGukvTNMhkNLY2sf23d3X7Z4aEGuQfGvVAlX7GNoNI4u0XDstIdvDvXi9qYWA930ZQdf71fK8U89VM5j943M1xsOBXlGnnyonKL+Jo4TZzzD2uAMh4fuKuHph8rjQcvhYy7+8kZdgmdiryvC+To/7aNYJ+n1GuZMT08ZaPn8UoJYrtcXwenqIxxOfG5Li0z86qfVzBmmEeLAkV4++ryVP75cx7FTnvjfjUYNP3+qmpuuG748rtdrGFdpoaU9yFsftrD/sJOyYhOTaqyXXRYOBiU++bwVlQATxiVvHuw2LU8+WMotNxSQnanniy87eP/T1gSbsQEIKtWw+lmgdElef20uW3Z2ceBIL+KQcWs2aZg51cHEcVb++kYddY3JHqSXA0EQWLsqn3FVZvbud9LrCqPVCknZ9lgM/IEoHT0jid4qwg9Xhba+X1wNtn7AaGxONDved2j0BzQckjAN2dh+urGDji4RjQBarYpIv9nq4ETZ6XPKsdOGzMGL51za5VlMygKWl61DhdJWPxiTxlmoqTDh9cXYsbeHTds7Wbe+hTSNCqNB4GAK5XJQdsHjq8zkZOnYvK2Hl95pwOkS2bi1I0FV/NfPjaOk0MTpc764H19YlPl6Xw9bvkqtPr5sYRYzJtn5xdNV6A0a/ue/nOYf/u1MQtCj1wrccn0+8+dkUFvvjyuEh8MS23Z1JQScgzGxxkZ5qSklx2PDlna++KqDglwDN6zIY/7MdDbv6KahKTmQDIclTp3zjCkQA8V6pLTIQERKPTkeOeFi4/aOhEW9pT3Mjr29HDvpBhQi/HAaYqDsnNs7w2MODLq6+zh93kdXj5L1m1hj4ckHy5g2xBpl++4uXnyrYdRrLSk08uvnq5kyYXjieHNrkPfXNyeYJo8VNy7P46mHylIGlaIoc/iYm+OnlUBBqxUuS0BzOGzf1cVbHzTFPQ2BUU2mQdH3GhwcOV19dHT1ERoUFFRXWvj5U1XMmT42+6NUeGNdE398pY7mtiDHTnmYMdnOr54blzKbNJwOmyzLbN7RxfmLARbMyaC02EQ4LI3pOgcjFIri90fo6AhRXGDgnlsvX3JDqxXQpWmQpeHvc0GeMR6Yd3SE8fillNcWi8WIqYYPRnKy9MyZ7mDGZBsXGwJcrE98zvV6DffdXoxGreJiQ4CWtm/nJwqKF2h+jpEuZ1+cAzsU4ysthPtk3J6Ru0pVjBxMXsW3x9Uy4g8YLq+SfZJjCkF2LJv8hXPS+e1LjQl/u/PmfLp6RD7e1IXLFUOtVnaq0UHHW3NDPodP1hIaEleUlVzKrkwar+wOdTpBSakPWX9KisxUVdr4Yls7m7Z3cO9tRZy94OPkOT8Oh5bVy3NIhXO1XvYddmEwCtRUmqgst2KzaPh4U6vSpbhQKZ/k5hj5p/9nEu2dygQsyzJ/ePkCp856KS+xsHjBJW2rz7a04fFGuPfWIubPyuw/bw1V5WbUGlW/8eRAeUPmxbcaSEtT8ZMfVcR5G60dYbbs6ESSYixfrOX4GQ+FeYb4Am0yavgvv5jA0MqOLMucrfWRlqZiVb/swoLZmWRn6mho9IMsJ3QfHj/j5b1PWnjg9uIkbaHW9iBZGfqExb6q3MJ/+9uJwwYAh094aGsPsWReJmaj8h6lM7OYstLUZZjW9iANTUHmzkxHoxE4eNTFx5vauf/2IibWjF7GmzjOws+erCSzv8tLoxGoLEvOzDldfXQ7+03GRwlgRiPIX2wIcOSEh+mTHEkL8enzHhqagly3LCdl6c1oHJ7TpdUKPP1IOWkjlOzaO/uYOM5yWST+xfMyKS64JA9QW+/n9feauOm63BFNuIdi+ZJsFs/LTAoKMhxa6hsDbNjawa2r88bEefN6FckJjUZg6iQbXl+EnXu7OXXOR2525WXrdgmCwCP3lKBRq+Kf/fc/X6C9K8x//+X4UcVyw6JMICCRm2PAak7jdK0ft1e6ImFbjUbgvtuL+D9/OM/GLe1M6beWSoXm1iAxFHkHUZSTni0ZEhI/sixT2xCgMNcQH0eCIKBRq9FqhXhnoizLrN/cQYYjjUVzswiGZOxWLbkjNK5cbPATi5Hy+RmKdIcWo0HNxaYQMiSV3H0BiWg0RvoIWcFYv6h17KrO1veKq5mtHzAy0i91IEoy5IxBBSDdkfwQV5Vb4yWpGDBgyzX42RrOWHlwGUc19P+GSCoHgxINzQGysvR09fShTVMzabyFYCiKJEaZMz112cHh0NDT24fXE+Gx+8tZOj8TjUagpsxMuE+mrvFSKSozXc/k8Q4EQUAQBFyuCFIU7l5bmJBCP37azbYdXQllkXS7lv/yiwn86ic1SZO+Wq0iFJR47b0mztcpWb6yYiM/uq+UhXMzuFDn4y+vN7BzT3fC5/RaIWkCH2hff3xQ6cli1pDh0LJjr5P9R90J7x9XYebmVXlUDJlcP97Uyv/63Xl27etJumcjZVruurmQpx4uS+DHabUCkyfYEv42OOPw9X4nG7Z10O1U7ldBvpEp423kZqfmjbV3hvnjKxfjJV9BEMjO1I8afNx+YwE/e6o6JXcvLCoeiYeGyYAOxaK5Gfz0scqUi9LREx72HXbhvcyMygDS7dphS5Ff7unmzQ+baO9KziYMeESmyqTkZOmZMyMjPl6sFg1FBXoy08duU+Tuz7oOF7T4gxLO3j4CodQle0mS+errbhpbgvQ4w/z7X2rZtL0TUKyZrr8mlxVLcrh7bRFZGZcf4MiyTF62LiFIa+0I0dPbN6p2G8D6L1r5lz+eJxyO8vc/r+HG6/LY9U1PytLeWHCx3o+KGGUlipn1u580c+K0J+E97Z1h/vx6PRNqzDxyd2lKn0lBlThf1jUGeemtBr7a201tvT+eqZ013cH11+Tg9Ym8+FY9XT0ip856OXtBmVPuv72Y//rL8VSXXyprOl0iv3vxIsdOKuP+/fWtvPtxIjVBFGWOnnAnjavlS3J45pEKjp5w8fHn7YCyGTh8wqVUDGpsTJtoIytdUZn/3787R0NzYtYtJivXdlVB/vvF1WDrB4zMjMQJtTBvZOd2AKMxeYKMxWQmjjMjoPjQhfvnksH7mOxhWsrV6kG2DgNtyyrF3V4Y0r4iaATCoShmgxpBpcLji2CzpPXbgSUHJfFz1mlQqZSFYHBwV15mRJZj9LqGT4HrdWpiMvEMzgAUsdZYykVvaEDg9kqEwzLFhUb6+mSk/vKcIChaT93dfRw75SYWi1FeMvpuExTu08CO1x+U2H+kl7c/akGrVXHrkPKd1aplxlRHgn9ZOCxx8LAbQVBRPYrW0VBYzJphOVc+v3IuwaDEGx8089sXawmLMiuW5vDIXSVxInROpo671hYMS24PBCU6uvtweVKXL4aDICTzSgYQDkmcr/VT1zQ2npdGIyBGFCL+0LLkzTfk8/TD5Vds9dPrFtm5tzulsfaSeVnctbYw7kIwGM1tYV5+q4Htu5P5dEORnann8QfKx0z6Pl/n41/+dIGDR4cPRiePt/Gr58dRXW6hxxlOGv/dTpHNOzrZf8SJ0aChrNhE0RBz5pwsPVMn2saUtevqCdPafkmE84XXG/jrmw0J73nqoXJ+8XQV2hSim0NRXWam19PHu5+2kpmhx++TOHDUdVlG2wPYvruLY6fc/Oj+Uu6/vQSvX+LseR8XGxPHl9WiYcYkK8sWZLNrXw8vvd2QxBWM9pcBBqawwjw9K5fmYDVr+PNrdazfpHC9KkrNrF6RR69boqklREdnGItZEy/v2m3apM7kcF8Ul0eME+fnTHcgx2IJ5ebaBj9vftjEwaO9NLcG46+l27XMnOrggTtLuO82hfy+85se3vukhX2HezEZBP7uuXFMHGdDjsYQxRifb+vgnY+a48dWqZTt81VR0+8XV8uIP2A0tSROlLUNo9f5B3a+g6HXCbR29MU7VQwGiAyhf/n8qVPIKuHSDtnS7+fl7IkQgyRbikBAQqVSiLUGo4bMdC07v3GiAjIzhk9jX2wKolarSNMJdDvF+IJf3xhAjqmw24cfppNqLJyt9fHp5naefPCS/EN+rgGdVs2eg07KikcOVuqbAnxz2El+bj7/+WfVSR59v3uplsJ8A4/eW8KkMVqDDMaRYy5efa+JOTMczJpqT8qYhMMSv/nzBbKz9DzxgJIN0+s1PHZ/KUaj+ltbsHR2h7FZNOj1Gs5c8PLuRy1o7iyiqtxMhl2LVgN6uzYemAwIaBbmKVyZVKgsM/OryxA0HQ3vftJMMBjl2R+VYTQlCk6O1MV39KSbfYd7mTzemlA2Mxs1KbNnY8WZ817Wb27HYdcm2cHkZOmH/U3ysvWsujYHs0nDwaNOZkxxXLFe2FDYrWmUFZvIztLjdIlxPaqh16nXCoRFmT+/1kCGQ8vTj5RfOr8cPT+6t5TsDMU4/dvKSbz7cStur8ivflKDVitgMauTuD+pMo9/fLmWYFjm+SG2UFMnObhrTVF84V+xJIvpk22XLQPS1R1i3fpmAkGZO25WxnB2pp6fPF4Z554OYMuOTr7e38u8WRksnZeJGEkec0OvSa/XsHxxNj6/xOnzPr7a04PdpmXlUoUqsXhuOjMm23G6+jh51kMgKDGhJnUZsyDXwC9/UhPfhNitGhqbg2zY0sbjDyi/XXmpmTtvLqS0UM8//+EiWRnauP4gJMptLJmXSXamnk8+byM/18DPnlI6sKsrLfznn1Xz//zTKY6f8nDLDXno9RpUyHF/7Kv4/nA1s/UDhjQkoSOOYXNnNiUvMMGwHE9jpWkgkiIjHxnawtiPnEEZEn9AeY/dpoEYhEKJuz+bRcOcmek4XX34A1FqKizkZOoxGzX0dEc4ciL1jnziODszJlkJhWS27rxEdLfbtEQiMrV1w0vnT57oQK8VOFfrTyg1zJxiJxaTaWwaPUBtbAmgipGyO6+zJ0yPS8RsUDz6roQo3d4RQhSjzJ3hYPmSZN6aRiPg9oqcPu9N6JQsKzF960CrxxnmDy/XsX6LUmKYVGPlwTuLmVBlYen8LG69sQBBEDh+2sXp80p5RUDhgtisI3d/DRdohUWZE2c8l1X6EftkQuEodps2vuh0dof5X787z94DzmE/t3JJNk8+WHbZi7Esy0r5Z5hznDnFziP3lIxoBwNw7JQroeNSqxVYtiCbk2d8fLypA7f3yspfqZCdqQRKpUUmTp9T9KhSde4CaDUwZ7qdmVPtSa8V5un55It29h4c/r6OFUvmp7NySTa7vunmL2/Uc/uaoiQbrKEIhyX2HXZz5pyXusYAPc5Eoui1i7K5ZuEl1fcr0Vvb9GUHHq/Ekw+WJQR7GY5ks+9edx/N7SHO1PqYMdXBvGH0x2KANGSetJiVrHw4HI1r0IGSwbWYNZQWmagsNXHhoo/OnuGzwIOzvTOmpJOTlcbBY5fKhnqtwJzp6fR6oni8feh0qmGbVzIz9CyYnU5fRKapNZjwPkEQsFo09IlRAsHBf0epJ17F94arwdYPGNYh87xhDOtuqgfQYhLiZPhoNPUGZjhy5Olz3vj/h8PKQdzeKDGSF9vO7jBnz3oxGDSYzWq8fomv9zuRZJm8PD3atOThJkkyL71Rz7mLAYx6NdOnKOn2PQedeAMSdpsW2whdSK++W48ci7H62mwGLl0UZd7+qAVBEFi9IjUpfzC8nggyYNQnyzsfPekBOcb4muTW8dHQ1RPGH5TwBSUsZs2w3JzGliDhvhglhcYx8VpGQntnmN+9eDHOOzNbtEyfbGNi//kbjRqmTbYncH5kWWb9F51s2KJwd7RagR/dW8oNy0dXEE+F0+c8vPJOI8fPeEd/M0r28NrFWTz9cFlCsKsWwGRUJ2VQB8No1IwoGBsOSym7SWvrAvzljXr2HuxN+Tm9XsPEGtuIwXVYlPl4Yzsbt3YmvbZ6RQ4P3FF82WXMHmeYDz5roasndQfsAGZPs/PYfaVJek4DEAQBj1/i6ClPUklMFGUam0O0doy+ERFFmdPnvcMGpVMnKsGJyxvB5RKRx9DF09AUYM112Tz/RAVvrmvm48/bAGXs/uaFWs6e94xyhNHhdInEYiqyMpRnLhyWeH99M8dOJW/4br4un5lTbGzc0pFQEk3AgDrCEPiDEhOqLGRn6dm0vTOp7BwOS4iSjE4nEBhBUmYwGpoDqAQBu00b3+CC0sSSmZ7GpHE2GppCnB9hE+r3S0QkGYNenbSBlKR+Mn98ChD6L+1qauv7xNUy4g8Y0hCOa3QMz2oqXoQ3CKWFilyDHEvsQhyAyZDaR2Jwy3BOlrJwdPeEFcPqIXwetyfCxaYggqBico0NtQD1zX76RJkbV+al9Eo7X+dj05ftRCIyzz1eyaT+zrdDR114vRL33FLAF192IAgkKMaDshCE+2IU5hnpi8A//NsZnn2sEoc1DTkWY9GcDKZNSt0Kf+Cok083tfNU/873fJ0fdYoU//FTHswmDdNG8a4bDFmWaWwO8tr7TZQVm1ixNJdxldaELNUXX3Xg8US4Y00BUSlGdqaOm1bmXbHw5QDC4SgdnSF27u0mN1OH1aqNC0YOxfov2mhqDfHYA2U8cOflWayMhKoyC8sXZ3Hugo+ifOOolkHrNrTR3BrkF09XYzFfuv7MDD0/e7JqhE+OjvVb2jl5xsdPHytPUKrPzzdw7aJsJowSRIuiTENLgPJiU9Jvo9cK3H9HMYYUz052pn5UrbJjp1xYzdoEzlZLW5gDR12jejrq9RoqS5PPKeHc+2TEvmSivNWq5WdPVw7LnQNFK8th1xIKRXnt/UZuXZ3PgtmZw77/ttX5SJIy9ju7wyNmZDdu7yQQjLJmVT43rJDjAVGfGMXjE/GHovj8Eh981srMKfa4kv/lYNbUdApyTVT3Zyb9AYnTZ31oBCGerRzYcGRm6KkoMXHqvJ+unr6UmbTh+Exvf9hEc2uI1Sty8PkkjPpL97SrJ8xHn7fi9Uksmps5qtdnjzPMZ1s6sZjVEIP7bi+KPzuNzUH+9Fodc6Y5uPPmIg4c7U3wQByALMuEwzJf7OhEjsLyxYldVWfPe+hy9pGfp0fXf/2xmHKBVw17vl9cDbZ+wPAMSgxo1OAZA2/Y70+uNWbatJyt9RJD6apZuTCDz4b4J7oGKSwPeAYCCQFIMKRo0Mgx5QEdGrNdqPejTRPIy9bR0BzgyAk3NmsaTlcfx066Wb44McvkD0q891ErqFSUlxix27WEwxLnan2YTAK33VjKvkO9nDzrparcxPxZ6XR2i+RkaREERftowax0LtQF2HfYSVNbCGIxojLMmGRnRooSygBOn/dx/IyXr/Z2U1Fq4j89W4XdriiXy7KS3elxhnF5RCrLLZfF/xmQTSgrMTJ1gpWSQmOcUyHLMi6PRHNriJNnPERjcOdNBfz9z2q+E25PWYmJxfOz+PNrF9Fp1SNyclyuSJzgfrn+jSPBYtZQUmRk1zc91FSaRw22Zk91UJyvx2QUaG0P4gtEGVc58sI0VkyssZKmEbBa+vloYYn2zj5Kigysumb0rOfx0x7e/bSF+28tSpLlgLG156dCOCzx4cZ2stJ1CVZTUyZaycqsGLV8fOBIL1982cWj9xaT0R9EDg2e7ru9OOFZHoyRxnM4LLFxawdZmToeuruEm1bmMq5q5KBUeR7hg8/aOH7Ky7OPldPYHMRh1ybdo7vXFhKRYmi1GubNvFSyKy0y8Xc/HYdWK9DeGaaxOYDDpkGtUTGu0nxZz8exU14u1HlJd6SxYkkOmRkKX8tk0vDCaxeJAc8/fimQnz8nCzmmIjNTl5InGIulDrjsNh37D7sIh6OsXpEo1nqx3s83B1zceXM+1y0bOUt8+JiLpvYAtQ1+blyRzbKF1QnNKeu3tBMISEwcZyEvR8/Nq/JTHmfbzi6+OeRi+eIMVq/IZdHcS8HW2fMe1m/pwGQQeOD24kvjRQWq2FXS1veNq2XEHzDsg+Y3KcqYMg/N7cmpZb1ezYmzSmpeb4C5c5N3qE393CaVKrFbb3BZoKe/K9CgV6MSoG8oZ8uahtmsxu2NIIoxej0iRn0a6TYdF+r8KdXEjSY1s6c5MBg1vPxOI0dOuqlrDNLcGkav17BiSTZ///Px3H5jAW9+0MxPf32Er76+JIWg06sRIzIrl+Tw8J3F5OXouVjvZ8vOLvYddvLquw0puSm331TI3/20Bn8gyufbuuLzzJsfNvO7F2sRRRmdTsO0SXYWz03N4XC6RD7f1s5f30xUtM/LMTCh2sKt1+czdUhm7cQZH//2p/PMmmpnykQb9Q0BRDH1gjgaet0iH3/ewvvrmxPKx5PGW6mpsFJcMHIA5fFLxOTvZ4LNStei1hAX0B0JkyfYWLE0F0EQWP9FB29/0JyyC/BKMKHaxi03FMTLgTv3Ofnz63XUNQ5TLhqC8lITKxZn43Borkj9fTjo9RoevKOYW2+8tGh29YQ5XxegIM84aoZTr1dhNKrRaARefqueP718MeW5Xcm40us1PHRXCbffVIDZqKHL2ccnn7eNeO1Ol4gkyUystjB9io20NEERJf4qucRakGdMWfqV5UvdyHk5en7xTDUx4LX3GmlqvVTybO8M8/HG1hHFbB+4o4i8HAMHjrji563TCez4upsMh5byId9fkGtg+dIcXnu3iQ82tCYdb+ApiQ3KT7S2Bzl+ykVxYaLZfDgsERZljEY1Nmsamek63B6RrTu7hnWn2Lq7izPn/Pzi6SrmzshAFGV+9+LF+JxZVmRkyYJMqitSB73bd3fxwut1WM0acnN0TJ6Qzs2r8tFqlQ3Mnv097DnUi9cv8fgD5fGMX+qrvIrvA1czWz9glBTqcZ2+xN2YO9XI14dHXiQu1CW/npOloaNbmZjMJnVc+X3wPDygRzU0oPMEL5UhBngbAxwacUid02JKQ6MWKC82cv6ij5bWIA/eWcR/+cdT+IMRbNbE4WY2avhPP6nhyHEX/+//Po1arZTTZk5J55pFWXHV7NnTtPzbn8+z4+sujEZtXDgT4Pprcrl2YXYCt2ZCjZXH7i/jow0tHD7hoeK8j47uMGtX5cUXH7NRw/xZGVSUGPnLmw18/Hknj9xTQqZDi6ACjUYpyQ50Aw3F2VrFqsduVQOKobUoKtm/ogIjD9yhZJS8XpE3PmhmznQHs6alk5mhpbrCQl6OgfuqbURE+Yo6+iRJ5k+v1NHQEqC63IIsX/o9czJ1/Nf/NGHYMtGhYy4u1PlZNDedPlEesZx0pWjv7ONiXZCG6gALGYNAHMq9Wrksm2Ao+q06CYfC55dQCcpvPrHGSjQikz9Ktm0A6XYtq67JYd36Fg4d+3YG2UMxNOOzaXsn5y/6+PnT1aP6SU4e76Agz0RtvZ+cLF2/FMt38zsGgxJOl0hOlrIgh0PyiBZWFxv8vPxOI9cty2HJvMy4YO9Dd5VgNI69Nr1xaydHTrr58aMVZDgUnbP5szLISteRn2OgszuMxxOh29nHvsO9jKu2Dqsqb7dpefrhcqKycl98foltuzrZvd/JzdflsWR+4ph0ukT+8FItESlGQW7y2EhVYNPrNRTkGlk8LyMeBClCy3UYDRoef6CU55+oJDtLx9f7e9i6sxuLSc3FhgBLF2QmjKOH7ypBlolz/IIhRS/N0x9Q3rgytcVRY0uQDze0YjGpcfb2Ma7aytxZlzbT+w87OXDMTWt7iB/dU8KqZeqU41cQQBCuBlvfJ65mtn7AkIZkBTRj0D58+Z2GpIBJo9FQ36BkvHIy0ujq6g/IBs0g4f4WxaGPm2XQZDngu5bRH+z4vFIC+bayzEAwKFHX6GfiOCtpWjXTJjkoLNDj9clxIuxQTJ/iYO5MG6FwlN/+9SLdznCSd5vDpiUtTU0sFqV+iOXNUBKzViswrtLC2hvy+cljZThdIq++08ir7zUhiomLRmaGMpGriPG/f38OTZqKB+8sGXXhSrenUV1u5s41hfzsyUr0eg3rN7fxH3+tTRBS7ewJ4+ztw+tXsoInzniIoXRF6bXCmIypU0GjEZgz3c4DdxTzkx+VJ2RC3vywmd/9tTalf6Qsy3y9v4cTZz2UFJkSyjhXCqdLTNJzysxQtMOmD8OZGwq3R+Q3f73I4ROuJKmFb4sXXq/jL6/VA8Ttk4YLcCVJ5uBRV1KH3MI5mdy6Ov9bd4cOhc8v8ekXbbR2hFi+OItbbsjDYRvbmDh4zMX761uZNN7G7TcVfmfndOaCj7c/bOL0+X4hzjuKeObR8pTPRGt7kL0HnJQWGSgaogN4Od20X+930tQSID9Xn2B/lZOlZ+HcTLRagfVftPHaukaqyo38+NEKqstH1iez27TxoPXw8V627exixeIs5qQY8yfPeqhtCLBoTnpC6W0Aillz4t8yHFpuvTGfTds746R+QRAoKTJSXKhkJ8tKTLz1YROHjnt45K5iTCYNJ895EzJ1A9c5uNxeUWpmfLWF5jZlHEqSTGtHKCm7GInI+PwRpk6yoVKp2L5LEV0WRZmOrjAbtnQiR2M8clcJleUWCvKM1DcG2LG3J36smBxDlq8qyH/fuBps/YAhDuG2hvtG33nMmmxN2oWt39JOSX9J6XxtmPc+U1L7eh1c6O9aa+l/qA0GaGz285/+xwn2Huhh78Fe0jSQ6RDYtrOb3790kRNnvKgF0BtUCerugiDgdIXxeCM8cX8JJoOaw8dc1JRZ0QjQ3hFkdwo1dFmWeejuckqKTFyo98UNgAew65tusjJ0PPdEOV5/lPc+bRnRa63HGcbrFZlQbWPp/Bx++lgFeTlaPvm8jV3fJB5bEAQevbeU224qRKsR8HgiNLcqweiOvd386ZW6lLv67Ew9D91VQkmROR7oVJaaqC63xEmy9Y0BXn+/mQVzMrl2kcIP6u0V6eruG5P10gAaW4L8/uVaTpx2J/x9xdJclszLSlITz87QkZutS9nZ2N7VR2tHmOoy8xULfg5GOCzxx5frePujxoQgsyDPyC+frU6yDxkOeoOGyjITpYVjE/i8HEwabyUnWzsmKYqW9hDvr2/h6wOJXYp5OYnq798V2rtC7D3g5PxFHwV5RmZNyxg20P/iqw5eeL0uLuA6b7qDB24vprz4u7tn23Z2suubbm6/KZ8J1Upma8CtYSjCYYlDx92cvuBjyfysMYuzpsLx0x56PSJLF2QNe49XLsvFbNDw9ket5OWM7lYwGEaDGjkWw2rRpMzkyrKMoFK6X1Oi39JGNeSjx066+fpAD6fPXyLY3n5TIatX5LJ7XzdvrGskN0tPZZmRcdUWJo2z8bMnK5k7I3ETEgxK/OWNuoS5r707zPmLXiRJZv/hXn7/0sWkDsTKMjP/+flxTB5nw2ZNi2cS161v4aW3GrhjbT5331JIdT8H8uv9PXy4sZmtOztxeS49DzFAlq8GW98nrgZbPxAMfYgBIpHEwT8Wfs3p2hBFBYmL6ItvNtLTK2E0CGj1ArH+kpMsq/jNC7W883FT/MFTqQTe+7SFc7Vetu7qIjfHSFW5kakT03G6RPYd6cWoV5Pu0CFHVZw652PXvh56nH18c9BJTraR1Sty+WBDO+cu+GhqC1JTZSEnS09nt8jOQTuq8xe97Njbw+HjvfzmzxdYuSSL1dfm0e0MxwMegFNnfRw/7WFCjYO8HD1arSrhfn28sZVPNilZM1GU+cMrdfzzHy7EBV6nTLTzy2fHsWpZDuNStMr3ukWa24L87KkqLjQEePODJgB8PgmXR4xn73x+id+/dDEpGBzA1EkO7rm1KB782GxpVJSZKSnQ8/HGVrbt7OSutYU8/0RiJ9jQ1vyh8HojHDnh4cW3G4dvTR+EG5bn8sAdJSkXrZxMHXeuycdkVg97HZcDrVZgxjQ7JoOaf/3TBc7Wjm6Wngp6rUBRvoELdf6UGblvg3GVVk6e9bF1d/eo7y3MM3DfbcUsnpfMa/R6Fd7N4KDy20AUZfYd7GHujHTmj9DpN4BgIIrXJ8V5lFarlqoyU4I8wLdFuE9GlGJMmmDj5FnPiOPtww1tHDrm4oE7ikfttBsND95VzHXX5PDiG/XD6n+VFBqpKjfj9og0tQ4ve5AKFlMaWZk6sjNSlweKCkwEQ1G27U7eDALEYorM+lDv94bmIBZzGtOm2JM+09oRprElxLKF2VjN2ji3M5WtlRiR6eoRcbouaXFdtySbXpfI1wd6KSk2MWOyPaXTh0YjoNdriEZjnDzr7b8eA6VFRmrKrVjNGnbu7aa1PcjWnV2oVAI/uqc0nvVTNLauMra+b1wNtn4wGDTUVSpUggqjSUAlKA+5SlCRppFRCSpUgnCpNWbwE6JS4fOLRCKXgje7XcBi0dDSKRIW4Z7bCvnbZyuIxaBPgqxMPc2tIQpyTRQXpBEKy2z/uocFs9OxWDScOushGI7R2hlm6iQHN63IQa1RYTZqWDw/Ha8vwlsftrBhWwcbtnaSk6WnvMTM+Yt+lizMIjdbsf5YviQbrU7D7Ol2Nn3ZRXNrkN37e9m+q4v2LpH2zjAOm55rFmfT0S3S2BLk4DEXoijzwF3FPPFgKRaThuuvySEzXc/Bw7289UETXq9IU1uQphZlUdBqBUqLjLR3Bjl4zA0owUxxgZGnHi6ju0dMWkC27ujkjXVNtHeGuWVVHpPHWXj1vUYWzXHwN89Ux3khEUnG64sQDA5vHwTKIvrl110EAhIP31VCabFyPy42BtBohISy5/laH//4m3PU1g/fajp5go2f/qichXPScdjGlo1qbQ/yv393Li5UOgCNRmDaJAfnLwbYf9h5RTYogyEIAquvzWXJ/Gyqys2k20cWQh0JTS0h6puDiJLiLzg4W/BtkJOpZdGcDCYPkR7x+SXO1voSSjMajcDUibaUWb/65hBffNk54m91OegTZZra+uiLjI03t/aGPH72ZGVCCfTtj1v4tz9doKt7bIT/0XDjyjz+9pkqQiGZjze1s32EAHVijYXpk+1Ull7injW2BHljXeNlB6RmowatWpnvRupeXTgnA39IZs+QzONoaOkI4/VKtHSkFhYVxShmk4aSwmEs0VQxiIFm0Hz77ifNNLcFWTgnncLcxKxeQ3OAeTPSef7JSixmDeu/aGPLV93DZuTFiMx1y3JYvVwRc5UkmQ1bO+kTYxTnG8hK13HHmsIRs9HhcJQz5700t/qZOyOD+24vRqsVaGgJsX5LB+cv+rnlhnwm1VgoGFTylWOxfr7W1XDr+8RVgvwPBkqANRhqlVr5e39glabVMPBAqFSqlAFXKBTj5utyePX9VlQCLOsngn7S0U2aGu68sYjNX7XFo7G//1kNkiRzrtbP5p3dSJKA2aJi0bxM1q1vIxiWmDTexmP3lhID/vn352nvDFOQr2d8tYMvvuykrMhIZ1cIpyfCjx8tp6rcTHmpmbMXvLy+rhmdVs2iOY64wN7X+5UJ/JYb8vH6IljMafT1ydQ2Bth9oJcnHijh5Bkfn27pJN2upbTIwEtvtaBNE1i1LIceZ4Rej8iZWh8L5mRwzy1FdHaF423u99xSzKTxNir7yxp/fq0elaDi7rWFrNvQSnGBgcx0PTOn2SkpMLJwbiZFBUayMrTk5ehp7w5Td8xDICRjt19aBNPtWn75bDXBoMTegz1Mn2RPaQjc3dvHlh1d9PT2UVSgcDcWzHZw6IQHt0dM4KOpNSoMBjUazcgT3dRJjqTOxobmAPVNARbPzUzKYklRJTMaTSGqptEIPP1wOes+beYPL13kZ09VXTF3bABFBUYevuuSzMSREy627OziwTtKRpV+GMAdawoRJRmzUcOnm9oJhaOM+9nltfyngl6vSWrLB9j9TTdf7e3hyQfL4kbtqSCKMgeO9FJaYuSJ+0sp/o7KdhazhhtX5KR0fUgFpZyX+Lfx1RYOHe/l9XXN/M0zNak/eJkQBIGcLD0zp9g4etJLa0copabTxHE2rBZtwjm1tAY5W+tn3kzxssvUnT19RKMxDCnEhQfw6Rdt+HwikydeHq9v3qx0Tp5189mWNjLStUmBdyQik5Guo7UjTHtnOGnMpgpFvN4IHd19LJqb6CwhyzKvv9+EyaDmF89UI8syK5dmo1Jd4rsOxVdfd3PkhJv8nArc3gC5WToyHFpKigy4vSKvr2vkwTtKhi3VSpLMdddkYzal8fUBFw3NLfz44XKsVi2VpSYevaeE0kIjr69r5NRZLxVllsQxP2g5uYrvB1eDrR8wNEOSBNExEH1iQHr6pYkiK0MbtwwRNIridtkgM2WNRjGIrqk0YzaqcHtj+H0y6XYtNyzP5cQZL41Nfor6OV+331jIv75wnvrGIJUlRkofKsNsVPOL/3acjq4wPn8EQRAoyDVgNachqFScqfVxvs7L0VMeFs3L4IkHSsnN0qHXa+IT8sypdv7mv54gEo1x04ocFszJoCDPSHGBAUEQyMsxkKZRUVZi4ulHypVsVb4RjUbF//jXs/j8Uf6fn9dQWWZWSlv9IqTBoERnT5jCfAMZDi333lpIKBjloy/asVk1lBQYKcg1JCwmy+Zn4bCkEQgkC0JqNALHTnv5ZFMbZlMaVWUm3l/fRnWFJc7DKMg18KN7SxPIwaIUw++PIg5peqgoNfO3P66O/1uWZU6d81GUb0hqEhiKA0d7OXbSw7hKK3k5eppbg2ze0cnq5XmUFBr59fPVwwYqioFtOi3tIQz6sQUztfV+MtO1o54XKM4fUSmGPIR0e/BoL0dPurnntuKkjkOt9lLW7+61hUhS7IoCra6eMOdq/cyekT5ixmjmNAcmk4aC/JG7C1vbQ3y6uZ2l8zNTBm1XClGU+fSLdizmNH7+1PBluPbOMEdPuFi6ICuJ2L9gVgZ9fdHvpJNs5zc96NJUzO0nkFeWmmlsCZM2zEbg2CkP737Swn2DNMjmz06nptKcICA7Vowmqnn4hIuTZ32kaQTKRpE1STq2DDOm2GlsDvLxhlbGV1oSNigTa2zYLG00NIVSKr1HozFisURHm3tvLaTXLRLst73Zc9DJuVo/995SwC035KJLU36rptYQ3xzqZf7sDJwukWhUThKsXbYwi+pyCzFivPlBM9Mn23j03lJAEX522HRodYljeUCzL8Oh5bX3m3C7RZ57opKvDzhxeyL0RWT2HOhh8ng7E6qtOF0idQ1BCvKNCVIVgiAQi8lXRU2/Z1wNtn7A6O5KTMXvPzaGUoEMjY2XeDN1TX4mVCm7uHBYET2tSiHEqNdrMBjUuL0SogR9fTKTayygguAgPa1lCzP5/cu1uL0RoqjiLfQqlIloMMnSYtZwzaJsrlmUzY9/dZhQMIpGHUvS2HF7Rf75jxfwByWuXZjJlAl2tFoB+8RLi/qdaxQV9M7uMDqdwLGTbn77Uj0LZzmoKDGj0RA/lwNHXIT6JJbMy6LL2YcsqyjuX1An9ivU52Trae0I4XSJSW32Go3A5l3dxGLw40fK2Li1k/mz0inrz2hMn2LHakmjpsJCMCzR2BLCbNYASrAlyzLhvsTA6tpFOSyakzWqt2JTa4g/vHyR3Gw9f/fcuBGtalYtzWHGZEd8F97aEaK+MYDLI46JQDxzqoOZU4fvFgyHJRpaQlSWmnC6RF55p4FJ42zDmlMPxoypDmakOHZXr0hHl0hfn4x5hPWy6DIX08E4dNTFV3t7yM/VJ+zeJUnm8HEXRQUm8nL0Y1J5BygpMvDQXcVJ3XaD0eMMY7ZoL0tGQ6sVuGttEfr+RfTYSRf1zUFWL89LGCenz3vZ8U0PFeXmlNyoAR/B4TAg5DoSgV2WZb7e14Ner44HW4OzqT6/xAuv1zF5gpXrlioCnaXFJpYsyKS4KHHhHkug1dAc4LPNHay9Pi/+W5cXm2gpC5KWwtarvTPMuvWt1FRZuOOmgmElH4Zed7hPxm7TsmFLOyfPeVl7fT5Ggzoh0JIkmbc/aqanN8KC2Y5hhWqH8sfNZi1/80x1PLPX0RViz/5urCY1t6+51B2am2PgmsVZZKfreO29RkKhKH/3XOJGaGAsSpLM2uvzyM8xEA4rItLV5ZaUv/uJMz7e/7SZu28pIjtTSygocfq8h6Xzs1g6P4vDJ1x88Flbf+dyOhkOLTdfn0dmujbh+mVZViolV2Ot7xVXg60fMLrdQzzNRqYKAaDTw4Hj7vi/O7v6mDf9UoqssSVE1XAt0zFlByugcBjCEcXAeqiNTZ8YRQVkDQpSPP0K9OXFyRNtlzNMU2sQo0Fgegrbm/O1Ps7X+inO0/Hc41XDBiTBoMjf/cNJrOY0nniwmMI8PbOnO5Jatb/a00Vze5gpE2yUFpl45uEyMocQY4OhKH98tYEl89J57L6ypO+695ZCYjHFguhsrQ9U4LCnYbdqMRs1TO0vY2i1Wn72VEXCItvR3cdf3mzAbtHw6+dq4qXGsZhY5+cYKC8x0uuWuNjgQxCEYdXUrVZtfNHxekW27eymutLChOrL93FMhUPH3Hz8RTsP3VnM+CoL112TO6LS/MUGP59v6+TWG/NTlp0Arl+WzbULMlOWX0fC2VoPX+12csea/FEX80XzsigpNlFWnHiunT19fLSxjRlT7dy5ZvSAcQCCIMSD9FTo6gnz+5frmDbBxq03JlojiaI84u8++Lc9dc7HhXo/yxZkodVeerYWzk6ntMiYdD1jxZe7u9m138kT95clBFyNLUHOnPeyrP/3eOKBUgT18OeqFlSoB9WaMhxabkqR6WtsCdLWEWLuDMewAb/PL9Ld20codCl7XFxgpKMrwmeb25L07bIytKy5Lo/iAsOochLhsIQgCLzzcSstbSF+8XQlc2ekk5mpZVF/yd3nl/hsSxtzpqdTkKunpS3E5PG2uD7eUKTqRAQ4dc7D+To/a1YVsPraXM5dCOAcwlfTawVMeg3vrW9l2kQb+bmGYe+LRiMwd0YGb6xrpK09zF1rC8jNNaYM4jMztFRVWMjO1DF5vI3fvXSBdZ+2UllqwWjUMKHGxiN3C/H5XpZlNm7rQJsm8F//dkL8OIJKRUy+RFe5iu8HVwnyP2AMpdukjYF7HO5TuC8DKC8z09tvySIICs9iaCkrjoGdjQA2izquv6IaYswz4OwQGVTWlPvtLKRo8gNrMigWP1FktCk65KxW5XUxOrLAp16vITdbj8ORht2ahtMVSWrRB5g6wYrXF2H/YcV0tiDPkJQhsprV2KwaBBSB0qEdgaVFJsqKTZQWmbjvtkIOH3Pxr3++gDuFarXZqEnYKWZn6KguNxEMRul2Kt2Mtf8/9t46So4z2/L9RWRkJFMxk0olKDGzLEtmZuY2u+H27bl37sy8mTfvvZm5A5eawd1uu+02sy3LtmxJlixmhlIxUzJHRr4/oiqrsioLJLff9ZqnvVYulTIjI4O/852zz94Nk+uyk2WR7z9WzV8/NZUde/r587ut9PXHeOWtZvYcHG2im/qeUaK81JQxa3nkhHuUNtlkML3GzlWX5VNRakEUoaklyNETnjGX9/nj9PVHiUTSy6+xmJoioYuieMGBFsD5xiBNrUECodGl3ZGwWSVm1thHDWiFeQbuv6NslG3UZOHzxTJ2jtqtErNn2Jk2Nf3Y93ti/K9fnuXTrZ2TWv+t1xXx7CNVo8q0RqPElIrR3LXtu3v49YuZpUmGY06tg9VLssnP1acRtI+c8PDV7l66erVrOifbOCbPymaV+NGTU1m/ZvxjF4kofPhZOx9v7kyTFhiOP7/dzFc7+/g3T1enJAlAu/bnz3Ywb5Zz1HckSWT5ouwJBWUjMZWf/u48r77XwowaG9OmWlAUlcpyCxtW56fu0y93dLFtZw/1TUGMRokfPl49ZgfvIERAIH2fzjUEOXnaTzCoDKynkuJ8I0eOp9+rFWVmjLIwYD02scVTfp4Rs0Xk+Zcb+fKr0Sr8oNEVHrqznPxcI6qq4vEmMJl0qWeoURaZPdNBJKrS0BTUxF39Cu4RwaCqajt3KbH17eJSsPUdRnFBenQ1d/ok1JiT2gx0EHlZMuGBAWpw0trTnzlFJg6sXgRMFnlYl9bIAEqr7ieHdXENUnNGkvwB9NKAYF4ys+WQGk+QTIJON/7+iaLIbdcXcu58gE+3aDO0TMTuWTPsiILAyTNjd7MVFpj5u+9Pw+6Q+fufneHgsGzgSFRXWJk5zU53T4wjx71jLjcISRJ57J4KfvTkVEqLzRw75eO//fQM728abQOSCUajRE62gWsuz+eO64vQ6+FcY5ATp8f+baMscv/t5SxflC7YGIkovP5+O78aQy9sPGS7ZDasycNmlVBV6O2P0ueO09EVybiu+bNd/O33a9JKd5GIwj//9hxvfTi5fc8EVVU5fNyHwy5ntHkZC6fPevnZ8+fp6tE05AYzVBejL9bWGeafflPHlh3doz4zGiVuv75klKaYXhJxOPTYrNp9rCgqbR2hMW1vtPM+ea6Tz6/Q70kPAE+e1Qjtw1FcaOaaDYXsPODmH391NvX5htV5PPFA5V/UF3PTli7NmHl9wZgq+HpZQC8PBd2xmMqLbzTx2dYupk+1sSCDjMJkIYlQUmSiqMDI0gVZ9PbF+MUfG+h3p4vU1jeGKMg1sXa5dr+YzRL7DrvZvC1zYCwIo71gQbMoW7k0O7WvCVXkwDEPB46l36uxWJI+t4KaTGYsk47EFWvymTfTCUKS6kkEZweOeOh3RzM2enzwaQd/eK2RPneMe28v4bH7KtL3TRQQkslLma1vGZeCre8wWtrSg6JDJyee1Qs62PTl0APj9PkQeflaCS2uaPwosyHzTZWaOSdB1iUJR7QIShCH5jyKopJIaBfO8Jl2QkkiCBDMoPnj9sRIKGDQaw/YkRmelq4YAmAyJmnvCo/6/nAYZAlJLxKNQTyuEB2p/ApIkg6rRSIYinPs1NgBSmG+EatZRCdqgWY0pnL8tHeU+KUkacatOS4Dn23r4oPPOiYUyDQapVR7dWG+Eb1eR1uH9sDvc8do6xh/P0HjLc2eoXV8Zbv07DnUR0d3ZMLvjdyO2mk2YjGV1s4L++5wSJLIs49Uc/W6PH7zUgMff9FFJKLQ0BxMCx5GZq1EUSQ7y4DzG0hCiKLIlWvzuHLt+NwkVVXTtsUfTOD2RglHJr5vJoLdqqei3EJx0di8rZGwWSUeuquc/AFtpINH3fzs9+c5cebitMhG4pr1+fxkmDSJP6Dw2rstfPxZR8bli/KNlJVaUq4QZrM0Knj9+PMOtu6cWI9sLMyssbFicTYLZmuBZ2NLkBdea0pT5L/jhlKeeGDI9UBVVTq7Iuza389vX2qYtG9lJkiSyL23lbFuRS7+gMKUSgtuT5RfvdiYds8+dHc5Tz5cxaYt3Sn198PHPew97MmYvUwmk6OmnJrYqJtTZ/30e2Ls3NeLXoInH6zijmHVha07e3j/03amVJp5+K6KcYP9195t4a2PWgGNv2kwSBTmjX3NtXWG+WRzB40tQbKcBjasHco8dvVoHdqrl+Zwxdp8SKp8+kV3yhkgbf8EyBxOXsJfCpeCre8whhMyTUZITGLM0OvAHxgK0np6w4jCUMZIUVT63EMDvdsbo6E5SCCkYDVrl0NShNN1IQrzjeikAd7SOW9q+coyMxaLxH/8nyd5/b0WYjGV9WvyMBp0/PQPjZw+58Pnj/H13l48vhg2q0xVpZXyEgt1jSH+209P84sXznN2QL1+6XwnU8rNJBI6fv77es7WD+kYdXRFOHJi6AE4e4aDn//XedxwZQG+gMregx763RHe/aSdA0e11H1OlswTD1SgqAIffp55pqqqKnsP9TF9qoN//6MZzKt1cuqcnz++3szR00MPo01bOvl0WxeyLHLzNYXk5xjYd8hNv3cSBLoBRKIJ/uqJKh68S+ODvPZ+Cy+82kR0IOhUVZUde3ppbBm71CfpNCmHaPTCAgePL8bCOQ6eeXQK1RVDGYxASOEff13Hpi2TK3GBVubJchlYNNfJ7OlWtu/p43cvN9LYMnbgKMsij91bkSJVj4VQSOGDzzrSxGyHY/H8rIyE++H4zZ8a+N3LjWnf+ZvvT7+gbNj+w/1s/LJzVPbJZpV46M7ySSviD+LL7d38/s+NNLWGKC+1sGiuK03j6GJQV+/ng0/bR/HBbFaJO24s4Zr1mY/1zBoHj9xdjt0uc+K0l3/+7blU1g+0Z8Ox095xM8LjIRZT8fkTrFo6xMnr6IpQ3xRIdURngtEo8cwjU0gmVHQ6Ju1bOR4++qydf/7NORbOyeLma4uZOTW9+zDLKRPwx/l4cwf7B7JQD9xeylMPVY1dSkxq1meDkCSRx++v4L7by/h0Syc/e/48x0/5yM81pmXcm1tDdPVEeOTuyjHJ9wDhiMKpc346uzTax603lPD9x6aMK8uy/1A/L7/VQpZT5kdPVacCuRNnvPzL7+o4eNRNZbmFNctysFllKstM1GTKlCUvlRG/bVwiyH9HIIjpbcUAVotAIKjdApEY2CwC/uD4t0RSEPirJ2v4m//nOLEYNLZE2fhlJ4IAogA5WUZef78NvV7TYnri3xxgSpkNSQJRErGaBXKzZMpKzPT2x7EYdQTDCf78bitZzm46u2OsXqZ11e3c28fhk156eqMsnOeivMRMc2uIF99oYfZ0G9v29CLrRR65u5x//E+zURIqwZCKbNBxrj5AbpbM5q96MMgC/+Xf1dLaHqaxJUxB7tDM752NbWzd2cuKRdn81ZPVgDao2KxWfvxkNQ0tQRKqwIlTPsLhBAvnaANyLKZitUjMmpaZXN7RFeH9TZ3MqLbR54lRXmJmw9o8brq6kOlThgbnU2cDiKLW+bdonotZ0230ueMU5WceMAMhhbc+bGPuTDvzZ7vodUf4l9/VU1tj5Xv3a0T81UtyCASVFI/M7VX4dGs3NVXWMQOD+2+v4Iq1ESpKLfgD2ncnQ7jfuLmLU+f8/PB7U9Iyka3tIeqbA0yturASkiyLXH+lRoq2WWUSSpKC3Myq3CfPegkEEixZkDXhert6o+w50I8sCRfdiWi3Sggj8g8XarJ9+LiHzu7YAIk/83cbW4K0d4RZtihr4o7POU5MRh35eUaMspjGpxwPDU1BTpzzsWFN/qh9OH7Gx4GjHhbOdVFckP4Inz3Dgaqq+APKuIN0KJzAH1DSssyD2ctxOPIZ0dEVIRJJoCaTvPFBK5etGJLIWLrAxbRqG5980cEX27s1En6GY2Yxi9TOdOJy6i/KmH046hoCbN3ZR0mxCZNBZMWi0V6IZ+v97D7Qi0GWmFGtBR/jdjhmeOyqqsqpcwFys/W4nDK5OQZczqGScSCo4HTIJBJat198DOkeLUiN0doeIRCIc/XlWnbKKIvEYyJ/eLWRhbMdo3T2AKZPtVKQZ0AQNaHp7t4IH37WwYLZTmZNs1NYMHQvNTYHOXLST/kYzxjhUrT1reJSsPWdgZC62rXaeZKSIj1nzsdSQVhBLgTCQ/wo0nhSSZIqhCMwe4aN+bOs7D0cQFUF1izN5vjpECpw5Hg/119ZiE6X5M/vdtLVk8DpiDJzqp1QRCUnW6a9J8anW7u456ZiLluVy1e7+mhuC3L8jJ81S7MgmaSixEK/J4peEnl/UwcNrWH+4f+cjccX4/NtPbg9UXr6olhM2iU2+AC12+Dvvj+Nl95oQkmo7NrXh6gTeOTucvJyjCyYM/RA2XWgn137+tFLAmUZBuA1y3NYs1yzOXnm0SrMRpE9B/o4eMzLqTo/4bDKtAyzuO7eCC+90cKsGQ4uW57DOx+3o9MNqOIvTbdNefyBitTfsZjKS2+2UJhvTGUnojGV7p5IKkAIhRRa28LkDwQgLa1hfP44LtfQrTZn5lB2RFFUsl0yD91ZRtYYHBcYCjD9AYWfPn+eqnIzyxdlEQ6rzKgZW6Np+aIsigpNOB3pZby2jghOu8ys6WNnarp7Izjs8pjyE8WFpnGzNFu+7sXtjjN3ljO1jmhM5YVXGykvMadlYCrLLDz1YCV538Do+b7bMneSDeKr3T309Ma55dqCMYOku24uIxpVxiXxb9vVS11DgOk19gn5X8WF5glJ3Zlw5KSH/Uc8zJ/lHNXZefW6fBbPz0p7v9+jyWkU5hvZvK2b3Qf7efLBqjE79xbPz2L+bOeoLM7FiNu+9WEb/Z4oP3mmhntvKaWiLF0KQpZFYjF1lGjmcF24wnwjd900+Q7R8RCLJXB7Yyye7xgzcPtkcxf97ijXrM/Dbpu4xC2KOhDUNE/TE6f9vPlBM/NqnTx8dwWL52WluFufbe1i1/4+nnusmstX5zOjJozTnnlbPtvaxd6DfdxybRG33VCcdk9u+rKDnXv7yM+VMwZb06od/Lu/moHDpq27tz/KVzt7IZnksfvSOzrD0QRdPRE6RlI1hMGmp0vR1reJS8HWdwjpBEUBnzeBpiyvvdPn1d5PLZb28NKWSyZh/xEv7Z0xQEBNwrXrC/nliy0AnG30UxBU2bS1h8I8HZFIgvrGMFaznkAgRltXDLNRYN+hfvSSyG3XFdPvUTh1zoPTLnPdFYX87Pl6Dhz10NoZwWrRsWZ5Dpev1IIUp11m1dIsnvu7I0RjKn/9ZGVKYBS0gOWdjW28/XE7udkyP3l6KnpZQBRFVFUlFFFTYpceb4xoLIGahOrKzIO62xPDYBCxmiUOHnfz0eednDznZ+3SbK67oiBjpkinEzGZdVSXa3pL99xawqGjHhqbg7z+QRurlmSzcok2Gx4uvJlEywiEh5Xyduzp5csdPTx2bwVV5Rbycoz86KnqlBl1daWN+28vYf6A6ONw1DUE+PO7rdx2XRHVldZJedwZZJHqCjNlJWY++qyTPk+Mf/v9aWMGRJVllpQ+2HCsXprDjBrbmBm67t4Iv/xjA7k5etYszWX2jAsrnwHccGU+8Thp25ZUVULhRMpMeTguJKPl8cUQBbDbJk92P9+olXPiSgGGga+pqsrvXm7CbBJ54I7ygaB2/Mfi9VcU4vZcmEK6Zr/SSXGBkUXzJs70Xb0un4VzXBklNIxGaVRG6/X3Wunti/Jvnp1Kfq6BkiIzZtP4+5GpXLZzfx+Hjnm4++bSMQnuI3HN+nz8gTgWs5QSNx2O375Uj4DAXz01Ne39fk+cxpZQShduJGIxlbc+aqWs2DRK3mU8lBZbqK2x47ANZVx9vhi/e6WRRfNcrF2ey+03FhOJKPz57VZOnPbzk2eGJiyHjrlxOdObMRKojNDnZdf+PiSdSHa2nJo0DUIUBJpbgxw95eGKNeNLplRXmNl7pJ/XP2jlmUeq064/tzfOlAoLeklg87ZONmQoxw//XadDRtQJhDNwSp0OCUlHRislgeQoHbFL+MviUrD1HUaPe2hA0unAP0lLtiyXnKYJM1zqIdtpRFWT+PwJ5s6w0eOOEgjGaO8MI6CiKCBJAsGISndflNIiM1kuPT5fgvISmcaWMF6/gtGoeXFZLBK3XF2USk2/u7GV9zZ1YTaKLJjjYOWSoUxRKKzwwquNbNnVi8Mh8cT9FcwdaPOOxlT+6Tfn6O6L8m+eqaEwz8hVl+Vx8qyfk2f92AZmn3WNAfrdMZbMz6K1I8QfX2uipNjM2mU5vLupk3nTrAiA3aGnunJ0xkdRVGS9yI8e10qSO/b20dQS4MgJn5bxE4VR1jkfb+6ksTXEY3eX8YPvVaVlRWqqtCApb1gp7et9fahKkmvWF2jCrmOIThpkEbtVj0EW2fhFJ0dOeHnm4cpxhTZlWeSum7UMQFGhiXA4wflGPx9/0cW9N5dOmg8ky+KYgRZoJbk5MxzsO9zPB592UjvNlrbfiqKO2yYfi6m89m4H2Vn6tA4po1HiR09MmbD8Nh5UVeW3LzVhMAj8cOA8Dv8sEFQyBmH33lpKXFFHBaaSJF6QAnu2S550IDKISEzl6Ekvbk88FWydbwywfXcfN15dOCpwMxolSosn/3hesciFx5/AaJRSYqR1DQHO1cdYMGfi4G4Q/kCcppYQ//Trszx8d8W4HKNBTLTMzGl2vL44f3ytiSsuy0sFkHNrHVSWmrBapZSA53CEwgoffd6Jxahj2cLsca+34bBZJX789NS05Zvawuw92E+WQ2Lt8tzUNqxZkYvfH01ZfQVCCu9t7KCo0MiTDw5lhnSCiCCm8yVvva6IWDzB51t6qKmypWmxzZ/j5LNtXWze1sPiuVnaBM8oZtyH6TUObr9O5ee/r2fTF508MfC7Ta0hZs+wM3u6nedfaSKmqBmDLdC8UPvdcUwmHfm5BqZPdaY+G9y3vBwjZrOe3v70YEtIDgRal/jx3youBVvfYZiN4BvgTCcSUFYo0Nwx8fRjerUNSacD4ggCqSwLQEmhgYbGSEqGIRxKgKB18IXCA7MhQSWZ1OEc4DB098VQAaddx9k6jTyuJJIgJLGbpTQOgC+QwOuLYbFK3HpNUdp2HT/tY9PWbkwmHU89UMWSBUNcCn8gTldvFJ1OwGISURSV//MfTmG1SPziv85JPYi/2N5DV08Uq0XHq++14bRL1NbYKS0ycfu1hRgMIo3tUWKxzMdp09ZuDh/38vRDldgsEh991oEvqPD4veXMnuFgzbKcUd9R1WSKoD88SGhoDuL1x7jp6vT9PHMuQCKR5Jr12v8jEYVX3mllapU1bf2lxWZ+9MQUAMKRBIqSxD7JMk5vX5Sm5hBL5js5Vx8gFk2ijDE1ffXdFtzeOE/cXzHpActolLj1uiIWz3Oijtjvs3V+3vigjTtvLE7TSRoOSYLKcnNGY+qWjgi9vdFx1evHgyhqgXwmG5m9B91s2tLNQ3eVjcroGWRxVKAliiKP3Tt++XH7nl4OHfPy8F2laUHccLuUiWA1Szz7aLr4bUdXhIamIF5vfFJZMlVVicXUjCXOTCWmTV920dcfZWaNPe07jS1BjpzwcsWavFFltqsuK6CixMzGL7rGdS/IBI83xtn6AHNqnWn7efW6Ao6d0qx9Fvanl0XtdpnN27vYta+fJx6oTCt7Oh0y991WSkJNTvq6BY03+ZsX65kx1c61GwpQVZUsl8zShVksHeBv9bm1CWZ9o5/zTSFWLMkly6kJFt93W2lqcjeITN2IWS6Zts4oskFk6oiJXX6ukTtuLOHkWT9ub4z/9ctzLJnn5KG7RwsoA8ya7uDyVXlkZQ397nub2mjviDBjqp3H7qtMk9oZiU1bujhbF+CKtXk8/VBlqnQdiSj88oV6qios3HxNMWtX5CBLQioAGw4hk2rrJfzFcCnY+g7DbBbxBYdusKwsieaOyXXBOR0StGgZsUh0mB6WKiJIAgzoxuh0IiQTJJOqZrY66G0tiCnrncIcPUkVfMEE06YYEEWQdDqiMZXYCOXVZQtdfPhpBz5fHPeIDqQ5M+wUF5mpbwpw8LibFYuHgq2cLAP//ofTeOfjVv7vfz7Lv/9BNW0dEYxGXdpAccs1hQRDCQRBC0yu35BPRZkNr1/h0209tHeEKSs288hA518spvL2xjYqyywsW5BFUZ6BvmITJqPGJZk328HhEz6yswxIkojbE+PEGR+L5g6ZTN9wZWY/vE+3dnG+KcSBo15uu64oFZx+797ytEliXIGe/hg52aPT95GIQl1jkJoptgsq1R064eXzr3ooyDcye6aTUCTBvkMeCnONo4jzoiigl4RRJsaTQWmxGZ8/lvZwlg0iFos0yqst/TfFlMXScBw/7WXzVz30e2JMrbJcUBlwODasyZwtzMs1UlpsmhQPZyQ06YjR5bVoVCUcTqCMaATdfcDNJ1928dCdZZPKAI0MqFYszmLWdPukvCZBmygcOuLhqYerxgzwYjGV5rYQZcVmbru+mFB4dMbo5Bkf+w67WTDbmZHTNK3azrTqybsQdPVEcDhkjpzw8OFnnVjMulGK+7XTbEytstDaEWb2zPTPsp0yudkGTBmup+tGKNTHYioff95BVbk5Y4AJWou9XhLQSVpQ9duX6lm5NIcfPzXkQbplRzf7j7i595ZSli/OSTs3mUOa0YG9KIrIEvSFFCIRJU31H2D5omyWL8rmTJ2Xvv4Y3b3RjGseXNdwG6xIRKGrO4qiKBw67pnQkunqywvQiR289l4L999ZRnnp0PVoMOiQdNr233RVIT//Qz3vbGzn9usHmzUEjRd8ibP1reJSsPUdgSAwihPQ1TtEKjXIAsdOjx1oDX5/cPmYov0hSyKyfujzhBpHTSYREBGSoiZPKgwKnmpEe1QRAUgMzKT6vQogYjXqicYSJBJapscoSySTQloLer9bITZQqrFa0kVKjUYJvS6pZeky6BXlZBloag3T1hEhEkty3RX5HDjiweOLpQKZwRLbB5920O+Js3V3P55Pu3ns3lKynHpKCw0snONKbU80plLfFEInCCxbkMWCOa4UCX/rzh4amkLcf0sxZ+r8SJLIufMBPv6ik2yXYVzieUt7iCXzXTgdek6dDeD1KqltHDmA2awSf/VENfoRd1tTS4i3P26jpSPCQ3eWMa928sHW4nlO9JJARYl2POqbQ5xvCnFVLG9UsHXXTZPrgBtEd28EjzdOzRQb7V1hfvdyI6uWZLN+tfbAryi1pDpDLwQ+f4w3PmgjyyVz/62lFx1ojYSiqHzwaSe5OTKrl+ZQNY4H4Hh4/f02unqiPPNwVdox3LAmj8tX5YzKBBQVGJk2xZqxseHYKS92u57ycXhooihOOtACzR4rL1fmq53dCILAzddmCGbPeHn13VbuuaUkjSs5HJevyWdureOiiPsj0dYZ5tcv1rN4not1K/Nw2ORRWR7QVMrPnQ/Q0REZJU0xf7Yro43XICIRhfNNQaZW2giFFY6d9hKJJdKCrROnvXy6pYu7bimluMDEDx7X+GH9A5zO4dSAbbt6aG4Pcf0VBcycZk8Lrs/U+fnjq41UlVtS5bxBZApF4gkVVU2O2xk8tcrGtGob/Z4YLW2hFDexoyvCzn29rFuVNyoQl2WRDWty2barl6/39LN8cc64nbXFBSZKCk3E4gmamkOwXHtfy1AX84dXG8nJMjB3lgO7bTQvURSFUZ28l/CXxaW84XcGIoKQ/gKtxp9MQmmhHlXVTlf6MoOeViKCICAg0tIRxuuNIQgCigq+gJpav6KKdHRFIamVFPV6HQgiiiogShI6UUQQBdSkkGqFLis2oRO1WWJOlgFRp8Ns0pNQBWJRlegwTtjCOXYKck0EQiqnz43WjZo13YaQhN0HPBmPwnXrC6gsM5NQkpytC3C2PkjzCB2nQEhhZo2VO64vpqrMhKwX+NULDTS1hvD4EqluniMnvJxr8PODx6Zw84iSJoBeFonFk3T3xdiyq4+jJzwsnOfkwTtKx/SPDIQUXn+/lV+/2MCnW7u584ZifvT4FMpLxx64tOxVAGUEZ7WuKUhPf5SVi11UV44fIPj8MTZ/1Z2y2qhrCPLZ1h7OnNeO8a3XFvPcI5WT7ibLJNw4iI83d/HKO614fDGsZh3lJWYK8zPLOzS3hdh/pH9MVfThsNtk7rqpZMzy44Uq3A8iElHYfbCPExnEGi8EVouEzarPmAHMxDGrKLVw/+1lowbKQEjh7Y/a2fTlkM3K2fpAmn7cxWDx/Cwev7+Kzp4o9U2amGxjSzBNrLOi1ML6Vbnjaou9+nYzm7+6eOHSQZw47eWdj9qoqbIyvdqKzaoR5AcDj8GyJ2jZQoMsjil/MB4OHvPwx9eaOFPnx+mQefbRam65pghFUdm5t5e2jhCxuEoorKIm0kOiLKfMj5+qYcWibCIRha929dDSGiIaUZlb60oLtHp6I7z2bguSXuCqy9MDwiTJUZNhAJfDgKQXCUVG71csphIKaT6NV12eTziS5OW3mlOfN7cF2XfYTUdXGEVR04jroihy+ap8fvj4VFYsdrFz78Tn6+TZIDlZBqwWKc1FQKcDk1GHP6Bp682f5eSqy4b2LymgzbMvZba+VVzKbP1r47XX4D//Zzada6TfmMXfL/j3HM2ZB0BuFvT0a8FVXZOCyQDh6Mg6e3oHYxLo6AgTT2gGhmpi8F0NzW1hTTndJnLsrB+/P04iod2MNjFJv1shEk1SmCdRPOA8f/SMnyRQVmrEYtZDMkkkooKg2fbEYwpYtEspEFTwBhSMBgFfQBnFDRgMOLKcmS+9vYe9nK4L0Nga4amHKjhwxEdnbwi5TmD6QGnjjQ/a6eiKcOeNhZypV1i3ModNW7qZV2lNy2p8vr2beExlXq1j1GDZ1RNBEkBNqpyp8/O9e8opyNMCipNn/MiSQE2GUorXG+fkWT9TKswsma/pLLlGDLaHjrmpbw5zwxUFyLLIoeMe3vmkkwdvL00rFa5dls2saTaiMXWUxtpI1DeH+WxbNw67nsXzZMqKTSxZ4KRkgBCv8ZEyZ0nqGgPodWIqIPx4cycnzvp5+sHMwdn61bl090awWyVEUeThu8bmNH2xvYfGlhDVldZUZm881E7LXJ7ac7CPT77s5qE7R3OtJkJnTwxFSVLyDcUwM5WLVVXl9ffbyHLKXLVucp6KVrPE3beUYLcNHdu3PmpDJwj87fdrxvnm5PDI3dr5aG7Tso6rl2Rz9UC2KMspc/WwQMEf0LJCM6faUkFQQk1elIBlnzuGPxBPBXJ9njhub4xbryvKmCV77d1W2rsiPPe96pSdlJopYhkBf0Dh+ZcbmDtL4zHNrLGjKElKS0z4A0McuY6uCB9t7mRerYM7byplbob7fBCqqtLcHubjzzu5fHUOd95UmpaN8vli/I9fnMNohDtuKBnVPSioSYSkZgc0HB5vnEBAIVN/xRsftNDSFuaHj1ezYlE2Rr2IOuzIL5zjoqTQRGG+kU1bu9mzv58nHqxM47RlOWWOnfJxriHA7OkOcsdpnrn7lhLO1gX409vNJBIqd95UBmjVgB8/NZWWthAvv9OM0y6xeP5Q00RSRRM1VS9ltr5NXMps/Wvi88/hb/8WXniBa274nB+s/iXtlqHSQFFe+o01r3ZynWaL5jnJy9Y4KwkV/sP/OMOg8PGJU366usIY9NDTG0MUBUwG6OyKsHieC5NJIDfLwO03FHHwqJuf/N8n6emJkp9joLTITCKRxGyW8ARiOKwSUyos1DWFqWsMsnVnD19s7+Ovn6zCaJDY8nUvXX3abK2hOcjP/lBPMKxiMEoUDYjt9fbHaGgN8tHnnTQ0B7nr5mJ++Hglyxc60UsSO/b288q7HXy1u5+Orgg//X09LruO+bMc9PRFOXk2gNkk8W+fq+Ga9flEIgk+36b51913aykP3lGW8QG8dWcfH2zuRq8TiStQVW7BbJLw+BRO1vmpa05XMlcUzQqmoSXEdevzePCO8jE1qs7VBzl51kdoIOMwvdrO9RsKqCy30Nsf5U9vNdPSHkKStMzl7//cxIdjWKwMYuZUG9+7tzyl0aXTiaxflTcq0BsJRVF57b023v2kPfWexayVeAetKENhhXc3tlPfpGXJyorNLJo7sWAnwHUb8rnv1hKcdpnu3gjtXRdnCZTtMpCTLfP1vj5O103sPzkcpcVmbrm2iGULJ9d15w8odPdObjsVBdo6I2PaJH26rYt/+k1dmsEzaE0qw7s9776phDtvGl32myxOnvXy4htN+AMaB8tolCjINbBySTa108fmVx085ublt5o51zCUVfvefZU8ek/FBW/De5+08cKrTal9XbMsh795tmbMcqTLKaPXC5w+6+HND1vIzzVk9O4biaSqauW5AT6o0yGzZnkuO/f28U+/OZs6d4X5Rh68szxlUTPW9XrwiJv/9i9nMegFHrq7nJVLc9MCrabWEKGoQp87ioDA3NrRJc0kZBwt83Jl7DaJlgz2WyVFZnQi/PblBvo9MRbMdbFo7tA1KkkixYVmRFGkqsSEXhJ4+c0mfCPM7jVjboHmtvTfUBQtc7Zrfy8+X4y8HCM5OXp0ooDRONpn1mIWkXTCqAyyIAy8LkUD3youZbb+NfGf/hP8x/8Iy5aBbie9pnQtmR7PEKFSEOFc48QDhCDC59u6iURVzGaBcCTJ+Wat+7C4UOTGqwr47z8/R09/kunVRiRdkvNNUUKhJPUtIX74SAUL57o4fT7I+cYQjS1hDAaBy1dn0d0b5vgpP5IOsh0Sq5flsHRBFq+9147NIuFy6jnfFOB8U4ibr86noSnMT39Xz/23FiPqRM7VB5hRY+OB24pZv0bb1z+/20p3bwRB0DTBbryyAJNR5P1NnSya6yA7W8btjXLZiiwiEQWfX6FymYtZ0xy0doR57pFy8nNN9PRG+fXLTbg9cQpyZdatzKFwWLDa1BIiyyVT3xRk32EP61ZmM7PGyv4jHmLxZCoDV5Rv5LlHqrBbhwjWn27r5ugJH/fdWswXO3opLTSldVIOQiPJiqxckj2g2K/NFF1OmbUD4qut7WHO1geZVm2ltMiMwyaxZnkOpUXjZ2VOnfNz8pyPsmIT0Rj8+qUGcrNlnhhQpQ+FFYwGcdSAI0kit19fhDzM/PayFXlctmKIcNvnjnHouBeDUbxgvlNejpG8HCOqqvLSm81EY0n+9tmpF9Q9Bpp8wJ02iV++2IDRIDG9evL8NYMsjhKjHQ9vfNBKR2eEHz9Vncava2kL0dIeZsn8ofKSLIt8/7EpY6qqi5M07x15XKMxlZa2EBWl5kkdq7aOCA3NIfzBeCobaTRKbFidxwuvN1FSaOK6DaNlAebWOjCZJKaUT8zPUlWVjZu7cDqkjLpWq5dm01Mdw2Ie2t7xxF9n1Nj4el8fn27pJhRSWbE4Z1Lq8Ha7zN88Ow2Ar/f2IYiwYlE2xQVGevotaeuYPkY37CC2fN1NW3tooCFGorw0/T7r6Irw25fqmTnNxg8fn4LdOsbkRUxmzD7feGUxb8daef3dFnIeNeByyfQMiBxftiIXURTYvrsXRVH55ItOorEEN18zOuieXuNg5dIo+w65R+ldLV3gIsspp1Eb+j0xfvNiPQV5Bk6c8aNeCyuX5FBdYeOJ+yupGjjf/Z4YX27vZvnibOxWPdUV1lEZe2Ew33apivit4lKw9a+FRAL274cbb4Tqat5s97G9cDW/mv0ccUkrZ3V0a+rwoqDJQPR5Bgjwg2T6lIL80GrNRoEDR3109cSIRkEnCiRU7Tu52UZEUSAcS2IwQFNbhHkz7UybouPIyRBHTvjJzTKxbFEOJJP82+em8Ls/N3PgqJ8vdrhZNNfO/NkOWtsjeHxxPvish+b2KHfeWEhjS5iSIiPLFzp455NuplbaKC2y8E+/q+e//byOJ+8vp6zYTCCQQC+JvPh6Kz96vIrVS7PxB+L4/HFm1miz3u7eGPuPecnLMbB0vgtRgO173YRCKkvnOwiFkxw+4eOtj9u475YS8nNNWCw6qsvNFC2VsVrkNN5NV0+EP7zWzKxpNrKzZDp7olgtElMqrEwpN3GuITzQUi/S0RXhjQ/auHJtDjMGfPDMRhGLWYfdrufhO0rTykOD6HPH+M2fGlk414nDJnHwhJ/a6Q5mjuiKqygx8aPHp+ByaOuobw4SiSQoLxk/yGlsDVLXECQYVnE5RBbOc5I9QK52e2L88sUG5tY6uD7DgDvegNTRHWH77j7uvrmY6klkHcbCjr39tHVEWL8694IDrUHk5WjaagXfQEUetOaFM+cDrF6ak1G+YMFsB73FplF2PDv29nHijJ/qSkua1tl4EghXrMnjijE6I8fD3kP9fPR5Fw/eUZpWWm3vChONqqNKqetW5rJ0gWtUU0ESCIcTWlk/A5x2mSXzhr4znitATIGjJ73k5sijgq2Nmzs5e97PEw9UTlojLdtlYG6tnXmznDhs+tQxbesI8eq7rdx4ZeGY0iGRiEJXb4zte3rR6wRWLMpO6YdNFqqqsmtfP+FIgr/7wbSMgZ7LJWO16Dh41MPlq/IziqsCCElNTFoZQbysLLdwy3XFnKrz43LJbNnexRdf9fDso1NSnoQrFmUhSSINA/d6fZOfHXv6ue6KwrSu0nUr8zJ2HRqN0qgOTkkEi1mHqBOQZSHlWCFJYpqwbH1TkI2bOzCbRK7dUMRfP12DNOIwDNItJ1PivYSLx6XE4b8WurogHoe33oLt2/ne+heZ6j3Hg6f/yABbMbWomoToYJJrINoSBAFBFAaseoZe4Sg891gFKxY7UZPajZQzkLk+firMPz/fwFMPVlBTZUJJwN7DPuqbQtRUGSkp1NPnifFPv6vj7395ni++7uOuG4uZNcNCSZGBlvYo723qpq0rwpRyC3nZEovn2rFZ9Hy2tYd/+k0955sjPHh7CbFEkrmzHNROt2M2Sew86GHGVAttXWHCkThTys2IIsyf5SDbZeCNjzr46R8a8fnjVFeYeebBCqZVW9AJ8NQDFWTZZUxGgYPHfew95OboSS+xWBKjUeSjzZ2Ewir33FKCkhB586N2zjcOlQGzXTJrl2ezaJ6Ty1Zk85OnhmxMTp8P86sXG/j4i278AYVwRCEQSqTJZRTmm/AHFbp7opSXmjOW7mS9SF6OgWynngWznDx1fznTq9MHzNN1fv77L8/T1RNNDVhHT/nZc9CNxzu6Lby3P8YXO3oJhRWuWVfA9x/TWv5FUeTqtfksnqcNPAaDSGG+kfyczCT24YhEFF59t5UjJ7RSXVdPlJNn/WN2VKmqmkbAHgs5WXpm1thYuXh0xm8Q7gzK1cMRCGkekZ8NlIEvFgePedj6de+YpcL5s11csTZ/VNBw1bp8HryzbFxR2UGoqsrLbzXz/qfto0qIk8G0KVbWrcwZZUP1zkft/OmtlpRJ+SAkSczYvWmQRX7wvSpuu350A8hIDLoCbPwis/m4URZ55pEq1q3M5Yvt3aO24UJhs0rccUMpUyttqWMaiSh8vrWbnr4o0fjYx23zjh5+81I911yez8MXUfIEray4blUugWCc/UfcGZcxyiKhcBx/UMGWYRI1hMwEeYApFVau31CIURaJRBN090XwBYau9cHJx6P3lPPMI1Wcqw+ybVcPDc1jG89PBLtd5gePT6W00EQgoIzg7g4hElHweON092nPF1kenf0WdFr3uaC7FGx9m7iU2frXgmmAz/H970NhIV5DI29OvZsHTv2R3896CgBRHJp1xFXNSHpCSwUB7FaZs3WB1Dp+/EQV/+7v60kkYflCB0eOe6hriLJhVRabd7iJJzQDa7cnQUOrj2yXNoszGUXmz3Zx7LSPtzd2MrvGhjug0N4ZRU16ae/SuqIuX5nLHTcWceSEl4IcPf/4m3Ocbwnzd89O5T/91VS8PoWECkdPeWnvitDSHuGp++2pm7660sI1l+URjSdoaQtht0mUFlv459/VsWOvm79+agq3XKuRlwcH7K27+6idZiMQSLB1Vx9dPVFys/V0dse4YrVWllMUlZ7+GIV5Ri5fNTRTH57RmFppwWSSOHLSy5nzQWqmWPjbZ6vHzc74Awpub4wPP+viqnV5VFdYsFklvjdMHDNTd6LFIpGfY0iTxLj28jx6emO89VEnTz5Qnva7J077+HxbN8UFBmwWKSMPA8Bsknj07vGFOQF6eqMk1CTnm0KYzTrm1jqYM8NGUX4VOVmZyycfft7FqbMBnnm4Ylztqpk1DmbWjF36O3LSy1sftXP3zcXU1mTmGFnNEjdfXYDLbqCuMYCsFzN6Yk6E9avzmD3dQWlR+nc1TlmUOTNsGbMzWU550hY8qgrdvVEOn/By/LTW8XohvoJ5OUauXjc6qLv6cs36pqMrPKHK/yDGyjS1dYQxmXSpfRp0BZg2ZXQWNRpTeeP9VqrKLfR5YuzZ3091lTUlXXHthgKuzZA1nSxiMa0RxWQSqWsKsnShi9kzxs5SiSRxe2LYbLoLVusfjpbWEC6nntoxDOkBunrjA1I2Y9/zgiBkktoaBUnSusIzBaqDJdfcbBmjQcf5Rj/zah0XnQkGjT4Qi6tpFmLDkZMlYzDoSCbGGTgGqySXFOS/VVzKbP1rweWCkpIhYSxgpEZxVdlApkIAQRSZWpX5YS6Iw0uJ2h/KQGeJJInMm+lKLbN0gYtpU6zEVejsjmGxiKhJgXBYQRnIhCkJsFn0eAPa3VfXECIcBVe2ntVLnOj1Iv3uOIqa5Ex9CFEUWTrfxRP3V+D2KpxuiGAy6HA69KluvZwsmctX5lJeZCYQUmnvGso8GWSRe24p4dZrCvkvPz/P//x1PQCL5zqorjBRUTI04LicMmoSOrqiLJhtJ6EmmV9r58z5IGfPB/EHE6xamoPRKLFzv5tfvdhEXePoGWRPX5Sz9YEBDawqbriigJaOEOGIMurhV11h4W+fnUpVuQWPL8ZP/9DAJ1u66ffGCQTHz9YMR2mhicJ8A4eOe1PSC2aTRF6ujNmiGyU5sHSBk0fvKaOsyMQLr7fw+vttk/6tkThXH+Cnf2igoTnEDx6r5Lr1+YTCCq0dEfJyjGMO2DlZMnm5BmT9xCNNLKbSloEoDJDjkqmutJAzwcA5r9ZFcaGR195r452P28dddixYzVJG7tnWXb288WEbXb3jn7NoTOXEWd+4mR1JEnnu0SncdHUhUyrMY5YaVVWlvik4qewgaNy12TMcvPxmC2+8f3H7D5qMxu9fbeStD4eumUFXgExBcSym0tAc5Nx5P5evyuWRe8opLfxm5dxQSEll/eoaA7z0ZjNtHWGefqiSa4d1THq8Mf70ZhN1w0j8hfkmKsstmAwXLk47iC93dFHXFMBu1ePI0CmrKCrtHWGMBpEZU23jBj2qZpiBbmQNbgRm1tgoLTbx4Wcd9PaNzqyqqopeEpk53c6BIx7aOi+uoWQQdpseJZEcbS49gJwsA1UVFprawjQ0jZNJEy9Rtr5tXAq2/jXxyCPws59Bdzc2JcAdda+zq2gVgigiiCKBUFz7eyCSOtugpj4b/tJOo/b3YAtylkvS/i9qXIzBZUBASWrtvmazgNmgI5EARdXse5JJtFmQkEyprJaVWpAkqG8Mo9frSApgNOrQSyJef4I+99ADo7LMQlWZkXBU5fk/NzMSBqMOo1GgsT3Ktt29aZ8ZjRJzptlYMs8JgJIUaWiL8cWOvrTlYjEVtzdOR1eM9z/rRk3CI3eX8vA9pcyYauHr/ZruU2W5mTkzbeRlj37QfrS5mz+/24bPH+dUXYDPvuqhuMDEtKrxCbcmo0Y2Lik0UVFqorx48oRyVVWpawzy3mddvPXxUPfhbdcW8cido7smjUaJmiorZrPE5StzWL1Eqwd39UR4/YN2unom/6DOyZKZWWOlZEBdXZJEPtvaw/OvNNMxTgfhysXZPHp32bhE6EF8vb+fX72UObgtLjSxZmk2+494Jgw8JEnktmuLuP7KC8+keHwxPt/Whcc3OqC6bHkOd91YTH7O+AHfsVNe/vh6MyfPjK/bJQ8Q8+8eISMwHPXNIZ5/pYkd+/on3PZQWOHQMS+xuMoNV+Vz9brJk/5HwmgUuWx5LssWOtlzsI/evrHVy0Er+ZUUmWhqC5FUtaDvm/hXArz4ZjO/fKEeRVGpKjNzy7WFzJ7ppLjQjNEopbTZPL445+oDnK33s313L/6AwvzZLv7m2WljcqgmQiSmsnOvm0gkwbKFWRkDqbc+bOOF1xpZMMvFlWvzU5pgmZFEhVFaecPxpzea+GxrN9etLyBnwJFiJE6f8/Prl+px2SXuvaWM4oJvFtB+uaMHk1HH/FrnqM8amoLs2NvH7dcWEo8nOdc4js6bwIDg1iV8W7gUbP1r4v/4P2DxYqip4cVNd1PnrOHlGQ+nPg4GyajfkgmDz0VB0Ab1JLphnw09RPSSgMWkCTdGYpoOl6gDSRRJogVnkl5EJ4hEBvwFVVXrxEkCOlHEaNARDKuYTRIIAoHQ0PoTahK9Hs3nb1jZyeOL887GDlYscnLZ8myOnw5y+IQvbR80g+hKVi/L5g+vt/D1nn5iMRWLWdsXtzfG+aYghflG/s3TU7h6XS5331jE1ZflMaPaxs59Xl77oJMvd/QRialIosD6VTkZy18zqq2IOgF/MIEogsOm50ePV7Fk/vgE3E++7KK3L4rFrKOuIUSfe3z7pEhEYcvXvXR0RxBFkSfvK2PtUhfZWRc2Y1+xOIvZMx1s/LKL3/25maMnvXSNY/8xEi6nzD03l6AmkvS5tUBk/iwHKxe7MiqgTwR/QGHLzt40HlZ1pYVFcxxjcseOnvKx95AHt3fiLM+MGttFEfbrG0N8/lUPDU1h2jrCHDs1JCORl2Nk7syxtZgGUVNl4cYrC9KEZicj2poJRflG1izLYuZA6bS5LZQxEAQ4fS7AK++0cPKsn7m1LqZPnXxH5kiIosia5TnYrDLvbOxk18GJg71pU6xa96JR8yZ95a1mtuy4eP7czKk2aqdpGSOjUWLFMFucE6e9/Nd/PktDU5CKUgs/enIquVkG3vuknTN1mYPcUEjh8DEPkUlwyYyyyBMPVmAySHyxoxdVVTlb50/L7uTlGigpNnPvbWX4gwn++8/PpImBDsdEOnig+YHqdAK7D/ZRVmQe5Q6gqpoIayCgUF5qYd5s5zcqIXq8Mdo6w9gsEjnZo4O2E2d87D/iod+nMHuGnVXj8CmFJIiXtB++VVzibP1rQq+HX/4SfvlL7rh7b8qLUByIsPJzRBra1FTAlUwmU0TI4csmk5qAqSAkSSKw97A3lVZOJDRvvkG7nrMNIWRZRE1CMqHV+iVRezjHolrgICSTJJIJSgsMNLWF+GJHDwajiKRTeWtjJ/Nn2th7xMvsGVbWLc8lElXZvL2H/Ue9dPZECYVVqsstrFzsSmlNfbS5i01be5k51cJj95Qxv9bOotlOPL44n2zpZn6tg/rmELsPuZlWZaa1PcK0ajM1UyzcdJWmo/Pq+x20tof58RNDHKPhXIy5M20oSoLFc12IwAtvtJCdJXPTlfl8urWXDatzUjNJm02CpEAgqHDF6jxqqkLsP+xh1ZLMs+BB6HQCok5kyVwntTU2crPTA4s3PmpHJwrcNsAx6+iJ8cWOHqKxBIV5RqxWmXtvLuXkOT+BgIL1Ang+oBlWW8wiD9xWMkou4uRZL6Iojtl96A8ovPhmC8WFJh67u4zyUvO4yvfjobElyKYvuzEZRZYt0DJupYUmSgvH5hhdtTaXRXOcadmKnt4oL77ZwroV2RdtTD0cs6bb+Z61gooSM39+t42G5iClxaZJCa4Owm6T06Qktu7sYfdBN4/fV3HB/CGzSUqJjPr8MV54rUnz7szAsZs+1cpdNxUzfer42dVjp72cqQtyw5UFE5pFlxaZuP+2EkqLx+d+9bljbNnRy5xazb4mEtFKzKJu4tne9j29hCIJrlqbLvq6dsVo+YhB6GURo3HIRifLKWOudbLvkJujJz0smDM6KN5zqI+3P2zn8QeqmDsJa6u8HCOP3leB1xenszvC6++3YrHoUh6Jl68a6vyzWXREYwl+82I9Tz88ZVRGTdCJiGJyTC2qIyfcnG8Mc/sNRXy5vWfUcVMUlc+2dnLohI/qSisLh3UMXiz2He3D51PGzNSuXpaNwSDS1KxJmijrM0eMyYGx5OKkbi9hsrgUbH2HII5IY1ksEjA0Cx7ecTJ8WUEQBqhf2r8FuQb0ehFRVJEkLcjSgjKIx+LoJYNmQI0mjhlXVBJqkpwsA26vQjwB0QTsOuQlFE2Sk21AFDQVc0GAlUsc5OUZsZpFPH6Fj7/soq4xhNUkMbfWymXLsti4pZczDUE2b+/F41N47uEycrNlFs91kOU0kJ+jPYgPn/Dy2bZePJ4Y55rCWEw6li3I4oYrDNitEjFFRVEhFIqxe78bk0kYU32+vNicIvT29MWorbHQ1RunvSNMQ0uIfncsFWzV1tgoLzFhNUs0tYX4p9/Vo5d0zKixjdvVd8MVQ6Wt4a3kn2/vRolDX38c3cAAEggoQJKH7yyjYJjdzbnGIK++38H1G3JZvWTs2eZw9PRFcdj03HZt0ShV/kG8/1k3en3mYGv7nj5Onw+wekkWJd+Qi+MPKPS5Y9xxYyGzxvGPHAmjUaK4UDtmqqry53fbUJOQSCQnbvyYBKIxFZ8vTk2VlhG7al0ubo/zggKtQRw54UXWw4waBwZZh9k0JAJ7oVAUFUkSsVok1q7IpSg38/aYTVKqw3QsdPdG+HRLF/5ggstWZGPIGr8DVZLENNcCjy+GKDCqs9FkEKkoM1M8ECwbjRI/fLwq48RjUFXfZNRx8zVFHD3pxR9QWL9yYtmPUEhhy84e5sxw8JNn0tX0jbKI2Szh9cVQVUZxGBubQiAI5EwyKxyJqWS7ZD78tJ2Orig3XVM4Ksv99d4+Tpz2cu/tZdx6TTGbd3RntGsSYLR57TDo9SI9fRFeebuFv3566qis1ufbuvh4cwdTq+zcc0vphGX5xpYg3T0RFs1zpe71kff9+fowebkGbrhC0+167d0WIlGVB+/UDK3P1QfZ9EUXt15XyDUbClP2a02tIdo7wyxdoK1bFCF5qYT4reNSsPWdwYAJ9DD0uNPLLRazQDA0+oYfDLS074v0e+II6BAElYQqIgzkwAUBsrNMRONJSApIko6cbJnGlhhxBQpzdbR3K8gyuBwSwVCCqlIzG1bm8N9+XodOFKmtMQMiJ84G6O+PYjSJJBSROdPtXH1ZDovmuojFFDZt6+fkmSBWsw5RFCgpMjO92k5MUdm6q4+yIhNV5Wb2HPISCCWw2iQevK2Y6nILVqvElq/7MBgEDh73YzSIPHhbMSVFJkoK5YyBRk9/hPrmCHOnW+l1x/nD66047RI9/XEuXynzw8cqcDlkAgGF9zd3sXCWPRWUBIMJHDaZdSuzxgy0YorKx5u7qSo1pWbVbm8Mh02ztDlbr/mbPfvQUMbi0696OHbaz9MPlmMdFphNKTNxx3WF1GToCsuErt4ov/lTM/Nm2ZlWZUGnE6iuGP3de28uZiyNTY8vTntnlNuvLZxQdX4ibPyyk+173Tx8x8SDxlhQVXB749htev72uanfaHsG8fm2bg4c9fDEAxUU5hlTrwvfNpWPv+jCZNQxo8bB8kVZLF80OXX6kdh/xM1n23p45K4yCvONXLb84nlYAPuOeOjui3LPTSXkTBBoZcLzrzQhSQI/ejzdSFyWRZYsyEqzqRnv3Hb3RrEMXNMP3lFOQlUzBlqRiEJze4TqCk0pvbsvys59/egEIWXIDJr45vMvN7F4np3Vy0ozrmv5oizyC0wp2ZbxEIup/Pz5OnKyDCyc66K3L8qs6fa0Z0dLW4iPN7cj6XQocZUFc10sGDO7qt1YyojH74efttPQEuSJ+yu5/YZijp70pSayvX0RuvtiVFdY2Xuon9xsEw/eWZ6x47XfE6OtI0ztNK1T9ssdPTQ2B6mZYsPpkGnrDPPH15q4cm1eymrnwTvKUBQ1FUSFIwnCkYR2LF9pYu4MO3fdUsLMaXasZo0jd/iEl537+ujsjlIzxUa2Sx7Q10qOG0xewjfHpWDrOwJhUK10GLp7SZHjAULhkV6Io9chiCDrQZS0wEsFEkmNPJ9UIRpLYDbpEXUCcSWJEtOCML0s0N2nkEiCpBfQ60WyHDKL5jp4e2MXbd0xigoNLF+cwxsfdhGKJPAFFBwOM/Pn21i9JJvSAYLtP/ymkUAwjtWi58ePV2Iyi5iNErGYyj8/38DBEz5WLcriuUfKWbfCRU6WnqvW5GC16jl22sfvXm3FIAlMqbRQkCdjlHXIssj/9ZOpqVlnR1eE7v4os6fZUFX4h9800tIe4W+eqWJKqZmZNVZmVluIxpPsOuBm3YocXA7wBxUamsMU5MipYGtmjY01S6MYxpmVh0IJTtUFSCSSzK11cKY+wGvvt3PDhjwWzHbyyF3a7HL4ILFgtgOnXVPWDwQUnn+tiZJiM7delc+iuZPn4zisOmZNt1FdbuSdTzoxyCI/fqJq1HIj/dyGo7bGytbdfew64OHa9RcuwjmIQEjh9PkQxflGZk27OBHUc/V+Dh738+DtJRcklzAcB4662XPIy723FKUyVzVVFiIxFZd98uvsc2sB8/DzJooi999Wgv4i+TS7DvRjt+morXGgl0QsJh3SJMpxoAUJwZAyZkC8ekkWFaVmZlRP/ti3dYRpaA6ybGEWC2c7MpYGT5z188rbLdxxQ/GE2TVRFHn2kaHrb7xzuPugm0++7OaRu8uYXm2jotTCEw9Wkj+iaSWuqHT2hPF4x1bUn17jYPo48iKDiMRU9hzoxW7TkZ9rYP7szPtz6JibU2f93HNL6ahM1CgMUDWkYYdOVVW+3tdHMKTJLqxelsvqZUOl001bujh51s+Pn6zm1uuKMRl0Y0qLfLWrh90H+nn2kSkYDCJrl+ewamk2TofM1p097D/Uj6QjrSt4pEjrQ3eVEYko/OKPDXR0hVm5OIslwzwQe/tj/PG1JkqLTDx4Z1laSVwQL/Hjv21cCra+KxhMTA274PWSFhCBFkhZzEkCA/xOQRBIqskBUVMNg5yuWdMdOCx6OsUogigMrFYAMUlTe4hVC3MwGwXqWyPodYJm01Jioqk9giioGPUiOp2Ixarj8+19bNndh1EWufnKHM42hIjEkigJlZgCBbkyd15flHpAbvm6l3ONYVYstPPjxytTs1+AL3b2s+uQl5ICPbXTzCiKSk2VjZphHYDvftpJXWOY267N4a7ritI4TYO/EVNU/svP6wmFEvy3v6vBYddRnG+kvNhAebERq1Xi9msL6ffE+NPbWglh1jQbJYVGCvONPPdwOVbzUE1IUVQ+3tKL1xdnWrU14wPRadfz9ANlGPQC727qQoknKMwxkDeQCTNnyAJUlpqpHOBExVDp9yqcqe+luszMvElwTgZhNErcek0BTW0hYvEkC+dYL5jvZTRKeH0JzjYGuJaLD7asZokHbivBZtGlMh9nzgd479Mu7ryhEJtFwmoWx82KNDSHOX3Oz6rFrowt+ZOBP5jA648Tjw/Nxmum2KiZMvmyZn1TkJfeamXD6hxWjSjnXoy+F2ilzC+29+Jy6KmtcTC31jEpftEgNn7RxbEzfp55KDM/zG6Tqc0gbjoedh1wc/i4h6oKK+tWZT73laUmrliTm8qYHjzq5nRdgFuvLcx4LidD7G5sCXL4mJfFcx2UFQ1xxsozHNu+/hiyrEP3DQjjg2htC/Hhp53Mn+XgmvVjd7T2e2Jku+QxzdGHQ5PZSs/8qCoU5hnJcsoYjRJHjrs5fNLHbdcXYzVLrFuZy/RqK3abxO9e7tQy9HcZMp7XFYuzKcw34nJI/NNvz5OfY+CJB7WANhhUUFV45pHqtMBWVdWBTnP43Uv1lBaZuPKyfHSCwIbVeSxekM2BI26mVFhwOmScdglJ0ibcw5+5oqhFWuKlxNa3ikvtB98RpBThhaFXfpaXZDKRymbNrjGnPgNSgdZg8mtQeK/fE9MU2geW+w//4ww6SUQQBQ4ei/DFTjc2m0QkIhKJCZhMAoIEgZCK0yGSk20kEgW3J87ug14iERVVAEmWWTDHxoxqCxUlZiIR0Ol0aQ/emKLpZgXDCn96pwN/IMa5xhC+gMLMKWYWz3VQUWbiN39u5+sDo1WdXXYZs0lEEnV098V44c02evoitHVEUtpUIjBnhpUVi5zkZumpb4zQ2RfDG0jywhvtqRbu3v4o3X1xrliTzdyZQw8Xp12f2uZQRNvObIdEVblpzDIcgMshI8s6mtrCHDzpo8etpAi+w6Gq6qjuNatV4gePVLJhdS7FBSY6uiL88sVmzpz34/bGBvhd4yORAIMssHO/hxfeaJlw+eEoyJV58LZirl6bTlru6o3yxzdaaWnL3IWVCVVl5rTGAEEQ0IkCwWCCX7/cxHufdo37/ctW5vDsI5UpftB46OqNsvewO3XuU+tYnsNfPzllVIPCWAiEFF59r5VT54Y6YLNcemqqLJPajpFQFDWjObVBFnnkrlLuugjT6UPH3Bw56aWsyIjF9M0ezV/t7uXDzztQVZUNa3J48I5SioaRvkduv90mc8Xa/FRGraUjTH1ziPAYNkCTQb8nRr8visEg4vWPfX1HYyrvbmwnyylx+eqxSfWTRUWpmeoqK0dPejl60jvq2hlEXAGnQ8+ps74Ju01VVeMVDu9KlCSRZx+dwn23axypz7Z389XXPQT8WqNRcaGZRfOyUVWYVm0hFFb5xR/q8HhHd6Pm5RhZuiAbs1liwSwH82YPBejXXVHIj5+eOiqD+P4nHfzjr84SDCgoCZVzjQFCYYUfPVnNDVcV0dgc5LX3Wjh0zAOALEvcfHUxN16dfm1q3eujdR4v4S+LS5mt7wiEDDykw7v/SL8nzvTFfwNAOKpmXE77/tC/23b3cfRcEFkWicWhuVN7QlhMOmbWWNh1yIvTIaEktCyRmoBdBzWR0YWzLJQXmWlpD/O9u4vp88b4z//cQDQOO/f3M3u6g/rWCIKQJCdbz/IFdgJBBatFGthGMFu0sl9TW4g9B718/rWHFYvsqAnYsDoHUYB+j0pZoYlYTE1pFMUUlewsmaICA80dUTp7NMXvvUd87D7o4br1OQiIlBQZeeLestS+V5QZuX59Lr19MQIhNVVqbGmP0NUbxZjBomIQigKtHRGa2sIsmefANUE5QZJEnrqvlLrGAGfqw2k+ib3uGI3NIY6c9qMTBR6+oyTtuzlZMrddo820m9rCeAMKgbDCB6/2YrPqeOr+MsZDVZmZv3m6iq27+jOSeMfDuYYgBsNo8rzHF6e5PUyfJ5bqWFNVldc/7MBu03Pd5RNnwWqqLPzkqSoURWVOi53y4vE5NbJeJCdL5nxTkO6+GEvnjS3HsOuAm/1HvBQXmEZpEg03154I/oBCXUMIl1NmxlQtk+G0y9x7S8kE38yMPYfdfLy5mwdvLxl1TC8meAPw+hPo9SLXXp5/0Vy4QZyuC9DviXHFmlycdnlUk8D2Pf1s/LKTNUuzueby/FGZquvWF3D5yryLLvMCLJjtwmHT84dXm2jvjLJuVW6qeWE49BJEoyp9boW/QGILSRK5el0+274WefXdFtavzmPpgqxR+/LI3eX8w6/O8unWLi5blUtO1tjXbSaj5khM5d2PW5laaWXRvCyyHDLlZRacLgOqqhIIKNjtMu9/2sHps34uX51LX39Mk8wZBmWgCcgoiwRDKodP+qiZYmHJ/Gz63DFOnvGxeN5omYisLJn8XCMWs8gNVxbx2z81sHN/H2aTnnm1dqrKLNxzaynVAwK/9U0BNm7upHa6nTkzRmRbVVXTf7iEbw2Xgq3vMMprH+P0a3eRW7KW7MKlnGvKrOk0vJRYlCdypiFEZ7eKIAhMrZCpa9b0mC5fYUeWRCIxlbMNCoIA//UnFRw8GeCdT3pREklO1YXIdunJcsmYTCLu5gRmsw6jonL8XIjiAiOVpWaa2iMsm2/hZF2QF97qYOZUK4/eUczd1+djMegoLpTZd8THl7s8xOIqxfl6fvVyO9lZev7Hv53GojkOevpj/PMLzSyb62DRPBtNrRHauqLMqrFz2TIX1RUmyopNvPBmOyajhN0i8+Yn3cyeZuHyFTq6e2PUVFmIx6CpLcqi2bY04rjRJCGQpN+b+bht/rqXjq4Y33+klJ/+oYmW9iihiJKxJNjSEUFRklSWmjAadcya7mDW9PQH1sFjPr7a46YwTx7Fuel1x2hpjzB7mhVJEikvNvHXT1aw9et+uvtiLJ4zOeK0KIpcvnLyJOvPtvdyui6IXifQ740ze4Ytbf+mVVl5/N7StIyeqkJvfzxVwp4sJEnkxivyJ15wANv3uGntiFBbY8NuzTzKlhUZsVslCvO+GanfZBS579aiiy4PjkRetoF+T5y9hz3jGn1PhEhE4eMvu5k51cplK3JYvihrQjmHyeD+20o41xjkH35dz63XFjJjhJzElAozJoPItt29zJulWRupqkokqunnSZKIbYxzciGoLDNzzy0lfLa1mz+/08JPnpma1iwCUFcfZG6tA7c3jiiK/PZPDciyyMN3jW9BNVZXLkBFqQXnNXp0n3dw/LSXvQf7+dET1SlZC7tdRpJE5tY68PgU9hzsJxZNcsNVhRlLpGKaS4eGhuYAn2/tJhJJsGheFg/cXp6y/dm8vYst23t45pEqZk61Y5BFli7Izih++8o7LfT0RnnkngosFk1ctihfu043bm5n265ecrOmjuKrrV2ey9rluQP7a+ahu8rw+xV+/WI9XT253HdbBQuG8dXe+6Sdfk+M6vL0e0BM89m9hG8Ll4Kt7wgyXegWs4NZK/5PTuz8zyy/8Q3MZhuRDHqIg19Vk6ATwWmXBjgGIv/huSoe/7uzKAkVp9XAdRty+WRbH8kkWIxQW2NnRrWdGdUW/v4XLYQjKuGQwk+eqORXr7TR0h5l7RIHjW0xmtrCFObJKKrA9ClmWtrjnD4fAAS27vbQ3h3j7/9mKt+7V0tTV1da8Plj9LsVzjREcfuUVKcOgCyJZDv17D3m4fOdfQiCwP03FVBVZko98HJcBqaUm5lerZHe75EETtUF+MffN6HT6XjqniKiMZW6xjBFeQaqKyz8+f1OorEEj9xRTFWpiewxfP88vgR9njhGWeL+W4o5Uefnt6+0ceMVuVSVDT2QTpwN8P7mbnSCyF8/XjYmX2XZAifF+QamTbGkLaMoKpu29nCmLkhOVlnKBkWWRHR6qCozsXie9iA9fsZPW2eU9SvH1/saiVhMZecBD9OmmNM68ARBuz6uW5+DIAgZA8ltu9ycbw7x7ENlqRLrkw+UfSOOgS+g8OZHHSyabR+Ts3TjlXn4gwr2MbIniqKyaVsvZpPuggLMTHj5nXaCoQR//UTlRa/DF1AwGkVkSfNsXLbANUrr7ELhDyY4ccZPd0+EZDI5rr/kROjpjaIkkhTmGzGbJFx2PSajDn2GDGBZsZkfPl5Na0c4lTH8bHsP+w97eOqBigvqdHzro3Y8vjiP3l1KJKoi68XUtSuKIrOmO7CYJdze2KhAq6MrwotvNjNnpoPv3VcBaDIKmcrzg+j3xHjjg1aiUZWnHqoaMzh1OmTuv72cHXt66OiOIMsir7/fQl1DkO9/r5osp8yGNfksmuti05YuGppCXL46l6/395PrklNdfwAkkwPc16FyaDicQBBJlSllWUwFU/FYgua2EA2NARbNz2JqtW1Ml4G8bAOd3WH+5TdnefCuCh66sxyPN4aiqPj8WtUgocL7m9q5fFXmbKMkidROc9DZFcbllGnvjPDWR61cf2VRyvNx5eJsWtvDbN7eS0W5LaUlpqqZM3eX8JfFJc7WdwSiII56FeTryC1eQV7pWs7s/e9Mr9BlXG7QikcURBRFe+gO0jkL841a4CWIJEWN4BwbSPQsmKVlWWRZZNk8F5Kk8W/8oSRGo0QymeR8cwR/MMl//H4l//7ZKubPdLBll5fjpwOcOucn2yXz5D2FKEqSru5YGvdhaoWZhbOdBEIq723qITfbwLMPlKY+d9glHrmjkMaWKKfPh3DZ9JQVmdKCDKNR5N6bClkwMGDXVFn46Mtejp4OsGCmmWyXnrJiE88+WMKKhdoyXl+MvUd8nK0PUphnRB4jaFm7xIGSUDl8yk9VuZlplVZiSpLEMF5GJKLy0jsdxGJJbrpqfB0hu1VKKWYPwuOL8/zrrRw+GWD5QheFIzSW1q/I4ekHyrAMtGYfPxvk0Ak/oQvkynT0RNmyq59DI1T5r1iVw3MPl1NWbKa0yMSWnX1s35vOlZs93crCOfa0pgFZEi8o2Nt/zMtLb7alRGzDkQQ9fXH6M6jF93ti9PbHyHLKGcnSg5AkkduvLeTmKyefLQONnzUSi+Y4WLrgwhW7z9YH6eyJEAgo/OKPjby3qRPQuFkP31nKunGEOyeD3GwDzzxUSb9HYeOW3om/MA5efb+NF15vTg3+ZcVmfvzklIwyIX3uGDv29lFcYEIUtWxPXpZMYa4Bg3xhgmKxWIJYTCUQVPiX5+t586PRHp6VZZa0LMsgcrNlslwS9Y3BlBflI3eXc/dNJWPaSH2yuZN9h/pRExN7QyuKyqzpDu64oZSu3ii7DvSjqknMA2b0kqR1akuSyN23FGOQRQ4d8aR4Tilk8KGeV+tgWrWVnr44DU0BPtrcQWjg2ps3K4u1y3MoKjLzyxfqeen1RkDLZI7kh12zvoA7byilpMiMzSrR1hnmn35bx5Yd3dx9Sxk/emIqTa1hdu/vS1l0nT3v492P20ZZXxXkm/jJM1MpKjRz+KiXV95q4ux57ZmwdGE2t99YgqIm+fnv62jv0KgjgigM9Gddymx9m7iU2fqOQBCHZE4GCfBur3YjTF/8V3z9wV3Un/kCQbycZHJomaSa1B4EgqYkbzRCd58KCIgCnKzza2buAhgNA7OuBICYNkOKxZSBrJlAVYk24+n1KCSTUFYkYzFLzJ5mZeteN6FQgiQyoYjKykV23vyklyQia5aO5t6oqspHW3qIKnD/TQVpRHWAvUd8dPTEMBt1XLXWhdE4gShiWCEQTICqlQoGB0+XQxMrjCkqgVASvV5MqeyPBZ1OxCDr0IkqXr/Cx1v7WVBrY2rFUADQ2RPB7YuTn2tmetXkfRAHcaY+yJFTIWZMMbNykWvMwb6uKcQ7m7q5Zk0W61dmjZntyYS2jgivf9jJikV2Vk2gB3XgqB+DQWD1kqGBr3aaLU2Jf7LwDZD67VaJnp4oHT1RolEVsxHycwz86LFyZHn0A/zFt9pIqvDjSWSZai7wmJ9vCvLqex1csy6bhXOG9nHZggtXpw8EFF57v52iQgMP3l7C1ErzuPIaF4ucLJm7birm0HEPLR3hcVX4x8PaZdlEIom0a8znj7N1Vx+L5znTMp6tHWF2H/RQWmTm9Dk/W3f18dg9ZSy498KP0723lqKqKooC5cUmigvG3v59h900tYa58coCZFkLcqaU22hsCREMKRhkbTKyY18/n2/r4pG7yqmuTOd5rViSTVmJmZVLssYsI0YiCkajxKYvuzhwxM3Tj1Rht+pZMi+LRfOcKU5cW0eIjzd3cq4+yNRKK0ajxFMPV43iAyaTWuVAGmZELYoiTz9UTVxR2Xuwn517+7CadSiJJJctz+V791ehqiqlJSYsJj0+X4yf/aGeaVOs3HxNUdp5qiy3pLoP/QGFKeUWiotMZLtkfL44u/b3snxxNlUDJcDTdQEOHfewZGEWxQVD2/Tljm66eiLcfHURs6YFeOvDNvR6kapybWK9YlE2Jlnk+VcaefvjNr7/PU3jTk1C2izzEv7iuJTZ+s5ASOs0RIButxYw6WQzc9b8F9740/9DJNyLIAicO/QLVFVJdTDCQAAm6igtMWhlSVHgZy+2k0xqy9RUySiqmqrPO11DA6GigprU3p89Uxvg/IE4CAL5OUMP6WBQe0/WCyhJAYMefAHtJi3OICApiiKRqPZ5Relo5WedKKDXC0TiCXo94/sMAvR7FBIqmEwiZxsDo8xjRSAvW09BtszmXR4i42SIrGYJQRBpbo+jE8FiErGYtAzT4Pea26M4rDJL59n5ep+HxpbJd+2Bdk5kWSCeSHLk1NjGxrIkYjKKWK16cscoe4IWTO466KGjZ5gvoqiVMEoKTGlSGyMRCCpE4irZGYy5LwYvvNHKi29qWYyrLsvh+4+WpTUYGI26jIPh1Aozsl4Y99xcLKwWCadd4sPPe9k+CfPncddllbjhyjyuWJ2DLIncfl0RBTkGOi/AAHwyOHbKy9f7+jh8wseRE96JvzAG5tY6WLowPdhu74qw+0A/x0+nZzxra2w8/WA5c2bYcNgkcrLk1GRsEIqismNPH81toQl/WxS1DPm9t5ayZlkOsZjKwaOeNO9MgLrGAKfP+1NZLICbrynCYpZ4/uWmVFZuSpmZebVO8jJY0VSWWVi9LGfMQOtsnZ+///k59hx0U1JoZEqlBatZwmaVePDOclwOA19s7yYSUTh+2k99oyZxMVjuznbJo0p1SZWMnco2q0SWU+ayFTk8+WAVJ0/7eOuDtpT/qCiK3HFDKddu0ILLogITJ8/6+Nnv68Y0vh7czsGSss2qo7zETO20IVHWK9cV8OyjUzhxxsvPf1+Xyqi1tYdpag2hE2FurZN1K7PZc6CPA0eGstnz57i45dpCFswZulYEkgiT1IK7hIvDpWDrO4LBACj1EgQEQUTSiwiCQFHZXEqm3cHxr/8zCNBW9xGRUAeCqHn1iQOefYmkiMmo096TBBbPNiLL2udf7AhglEWyXTpEncDW3UMPUbNRQq/XfvvjLX0AVJdbSYo6TtUPmbcW5pkG0u4aP6ylM8bMahOIAgdPB0ftF0BZsRFBJ/D+Zs+ozxbOtmHQCyiKgHES3WUlhUYWz7UTjQvs2OvDM6KlXJJE5syw0etJoCjquF17oqhlxMxmEaNB5Il7ilm+0MHmr9384uU2PD6FJXMdPH1/MRXFJl79qJuNWy+s1FM71cJ9NxaQTEJ3X5xjp/2czGC0W1Zs5PsPlVFZOn5Wo6c3xqav+vjZH1t4Z5NmElycb+RHj5ZTO4F1jmwQmVZlGUWQHYTXp3DwhH/MQWAk5tfaU5lKURQz8sEAdh/08ubHncQGpTtEgX5vgr4MLfAXClVVaesakgXJzzFw361F5GTLyLpv/nibX+ugvNjM6To/ew7286d323h7Y+c3Xu9wnDofpKUjyu3XF3LZim/GTRuJmioLc2Y62HXAnSpBgXafFOUb6eqJUjvdxlMPVoxq6nB74ny6rYdd+0dLtEyExtYQr73fyt4j6d+99dpinnukMi2YOXHGy4mzPiwWMeXpWlps5o4bikfZCk0GFouE2Sjy1sdt9Hni3HR1cVrG/PAxN59v66KtM8La5dk8+eAUBAFOnRsn0BXGHyyNRglRAK8/htEgoCRGZ9WNRokl85y0dYbRicKkO4pzso187/4qpgwzZjfKIoGgwqYvu+jzxBi8Y++6uZQfPFaN0Silso3BkEL/iKB3w9oCVg5qyyUBQSQ5GbftS7hoXAq2viMQBHHoJWr/ijpQVC3oSiR1TJ3/JNFQL63n3sFiLyPkbxlYXtAkIQQBJS7g8Q2Kneq49epCHDYtg+MLRRFFkeoyPQgi0Xj6TCY/V48giLR3aw+KebVW9DqB5vahLEpNpQmbRcLtT2Iy6Wlsi7NhVTYGWeJcYyQjX+bZ+4uRdSK7DvtTA+4gRFFk7kw7BoPAn97rxuObWG/KbJIQRbDbdZyoGz3rtllEppSbCIWT7Do8djZJkkTuuC6X881R3v50KIjKyZLJduqQJY0zphH2dThsOgLBBC0dk89sWMwSS+Y5eO6BUm7ckMUf3urit692TKjrkwm9/TE6uiPcfnUuJQUyiQwP9PEgSyJ3XJfPkmHq9cGQwusfd3LirJ8jZ/y8s6mbxtbJZe/WLM1izdKxy5axmEosptLSEaGxNUp8IIi7fEUOj91VTHH+NyOXB4IKn33Vz29ebmHf0aGB0uWQee7hcpYucH6j9Q/HF1/38cXOfjasymb9ysn5WU4ETeOtlYpiE0/dX878WucoAvnFwO2J8ed3W2lqDSGKIrU1VkqLzJiM6Vysg8c8/OqlRk7XZZ4k5eYYeOjOUq5ad+G8tIoSM/fcXMrMais/+/15tu/R7i+DLI6SoVBVjbvV0x/jhdeaR/GQLhTFhSaeeqiSGdVWQhGFf/j1OXYP0/RbvSKXR++toLLMzPnGID19ET7/qocvto89kRJFzY1jDMkuAD7Z0kVTS5hbryvJWEqNxFTe3diGXhK55driC+YPjsS2nd14PHHuuKEodd3IA/6SACfO+Nm0pYs5MxzMqXWOuR5BGBDE/kZbcwkT4RJn6zuCUd2IAuQ6BXo82oC6a+MzOLKmMHvVf2Dfp8+SW7KCkK9Fy2wNfDdJEoOsZcNEUcuIGWVR43iJArKklfFkSUYUFFDTf9Msa5mtQVVil0OPoBMJR4dZRBi19SsJAVkWiUSTFOQakPQi0dho81iAvFwjslFCUTQjWtk+kiTu4utDQaLxJGbzxA+gay7Lor0nxvnmKJFoP2sXp3ueVVdYONcY5eNt7lGqzyMhAnlZerJdQ7eCQRbo8ah0uxUqBh5c+Tkys6dZ2XvEx7EzgVRH4WRhNIq0dMTIzZYw6sWMRrvjYdseN3sO+QjHkjx6RwHPPDC+JtdY8PoVQqEEhQPG2MGwSkNzBJddYsUCJy6bREXZxXGG6hq1wLd6gPP2+zfbB/TGConH1FSJ02gUKf6GZtgA+4/62LKrjykVZipKLm6bR6KrN8rO/W7WLstKcxK4/bpCYlE1pUU2WWzf209jS4i7biga1Y0WCqm0tIXJdsgsmf+XKe2C5jl5tj5IeYmJ8hIzs2c40syoQeM+lpeYWTDbQWFeeufhtt2am8L1G/IzkusnA1kWmT/bgdsTIxRROXbKSyyqsn7NaN02bduS/O6VJhbPc6X4VMM1+C4UdpvMrGl23tvUQZZLj2OYHp7VLKUU1N/7pIPu3gjf/96UUSbVIzGRMsL0KVa+3tuTUewWQFVUevpiyHqR3L9IKV9A1CVp7Ygys2b0p7nZegJBjeM6Ho9OVdVLgdb/B7iU2fqOQHNfT38piaFs19w1/5loxMu+z75PVsFC+jsPEfI1DQRVWmAlCpoi/OLZ1pTXYktnjNwcHYIo0tGneXiVlJoQdSKREZktSRYGghbtfVkSBjRY0rdTEATUZBJBAJ0kklBUdAOlz0w8HG0Cp/HPMnUGJpNJdKKIKApEJ8HjOXk+TENrHJdDx81XZGfkbiQF0OkELBMEb/6gSle/gs0y9KA1GyUcVh2GYWVNVVU5eT6IxSJx2bILJxEfOx3gFy+3o6pJvndnwQXPauuaIsTjSa5e46A4/+Ie1Iqi8vzr7fz29fYUuT0vW+bp+0q4fHkWVovE7Om2Mbs3M61vuDr3+5t7+OCLntT/SwsMlBYakCVxTC7ZgeNeduzzXNT+zJlh5dar83jwluJRhtMxRWXbnv4LykKCxnE6dNxPR3c07f38HMMFB1qgZSM7e2IZS7M5WTI/eKSSK9dOXDrcub+f//Wbenr7Jy69VpVb+P6jlSxfmPk63bm/n3/4TT3RmMqt1xaNKh/W1Yc4UxdESYz/Ow3NQXz+8XmWLqfMv3l6CiCw94hnTDX3XnecGTV2NgwEY+1dEf7nr86xa3/f+BsxDrJcMuUlJubOdPD2xg6aMnDPqivMKXX4aFTl5FlfhjXBaLOe0ViyMBuHVc/u/X0ZM9dms8SSBU56+iJ8vffi92sQt99YilHW8dmXnRmPa0GemSkVVpraQrR1jp2tFkVQgaR6KeT6NnEp2PqOQONdDb0EUSAhCKm/rY5C5q37L6y88QVUNUo40EFP267U54KolR9FUaCnPzHwfwGDASJRjSczGHi43Zpn4vBOMVVV8QYFxGEBytmmMIIgkO0YCkSa2iIkEkksZh1KQiA/W2LPcT+KKpDt0o/y61NVlVc+6iWRECjIk0eZp3r9MV79uA+TUSQ/14h+jJmsL6Dw5S4Pbp/CmiUOyooM+AICrd3pD/sz9UFeeKebqhIjlSVGMjWHxxSVz772cHYgE6PTpc9aK0uNPHF3IYV5Mv6Awh/f7mL/8QAmo568HBmzcfzWeEVROXjCT8+wgbG1M4bFqOPqtTnYJ+kH6PEpfPJVP739Me64Jhe9QcfJuuiYxOCJ0NEdo6M7SpZd8y8chMMuXXDwpygqv3u9g7c3DZVebr8mj9uvztc822Iq16/P5ZrLxg8k9h31s/vw2JYq4yHLKbN0fuYO1r7+ONt2ezh4fKzBEw6f8PKLl1pSZGaA2dNsPPlAKTOqLy6jM4hIJMGHm7uZUW3m+w+XjeljabVmPvZNbSH+x6/qOVMfALT7V6ebPM8n2yWPuk4CAYWWtjBZTj0FeYYxA+D7bi3iqQcrMir09/bH2LSli/ONAV54rYVPt3RPuC2Dxt5PPVCRbu0V02yt3J4YW3b0YpTFVNAs6wXsNmmU2np7VyQVuL76bgsvvNY05u9WV1p58sEqSouMZDn0GGWRYyc9/NefnqFlIPC6Zn0BTzxQRVWZhQ8/6+DPbzez91Df6FLmgO/seDDKIjnZBkIhZUz7ravWFWA2SezYmzkguxDYrRI2m55gWBnz/plRYyUaVceU0QBIIl4iyP9/gL9IGVEQhKuBfwF0wPPJZPLvR3z+Y+B7gAL0AI8mk8mx75L/H2JkGVFAwOWAUET7O4kmVeDMm8HKm/5Ay5kP6GndpZURh5lYx1WRbQf8CKKAToD8bJlgWEQQoXAgI3K6UUEQRUryh4IGr1/BE9Bsg2ZP02bwR89EQBRYNGuIUL3nqB81KSBJAskkXLbUxs/+1AUI3HKlc1RW5MT5MJ/v9GOzCjx972hT2F++2k1zZ4KFM0384IHRpZZBvPlJH18fChCOKmS5DNx2lYsz9THWLR4ykd2yx8vp85qfm8Mu8dz9ozNITW1RPviyH7c3QThspmaDmWfuLcr4m/0ehT1HffR5FCLRJA/cnIchg5TBcARCCq+838v5ljCrF9m54XKN33PFKicrF9kvSNJhz+EA2/f5yMvSM3+mhcWzrePapyiKyp8/7MVl13HD+tG8osI8mUduL6K4wHBBAduJswH6PAqrFg2Va0URshx6HLah9ZQPZH4++rKXuqYIT9xVMCq4Hom7r88nriQvKNhTFJVX3u8kJ0vmunWZg7nCPAMP3FpIbtbQRCESUdMCs7gCobCKMkwpX5LEC+aS9bpjSDoRp31oXz3+OIdPaHzB6dUTGx1ngqgbMJBHk664GPmKQbR0hPnw0y563HG+/0g5j987tjq70Sgx1hE41+Bn2+5+CvOMrFuVQ1Xp5KQwhhPd3Z4Y4YjCi2+2MmeGnes2FHDPzSVkuYbOVU6Wge8/OiVtHU0tIZ5/tYk1S7O4Ym0+0QFO4HhK8gDTpzpo64zy9sftLJnnQNINUS/8A1ZjkiRyw5WF7Dvi5vX32tCJIgvnDh1vQdSkdSbCgKfzmHDaZcwmHcGQcsFUgpHQuqa17R/L3slu15MEwhPx4JJC6lq7hG8H3zjYEgRBB/wCuAJoBfYJgvBBMpk8OWyxQ8CiZDIZEgThaeB/AHd909/+3wniSC8IAUKhgZtxIJACEAbu5PLpN1M+82ZQ020kBARMegGdTguwguEkJqNIMAo+v/awsJkEukSRQGzo5nI5ZCRR43clBn7DaNDKmfFhk6Zsp56EGsYfUJH0OrLsMkm08mNuBjf70gIDAiJKEkoK0jkRqqpypj6GqBN57r6CcfkZtTVG3H4FtzfOm5/6uOMqJ/fflE7c3bbPRyIBf/d44ZiDfDyRJKEKzJxqQJIFFEVFkkRiikpC0WxdBnHyfID3v3Azf7qFNYsnp+wdiSbxhxTmTDOzepH2nX6Pwqn6EPNnjvaFGwuhiMrRMwEUJUlrZ5SFs2ysWz7xYBuLJYgrmY+jJInU1qRnbNxeBb2ecYnZh04G6OiJsWiWNcWpE0WRu67Pw+NT+Pqgl/nTLalj7rRJZDulSQV0Tvv4PJlBKIqmhZbtklGBYEjFahm/zjW8s7O+OcQbH3dz7WVZzJmhBT+L5zqYX2v7RkRlRVF54Y027BaJJ+8fEuwtyDXy+L3FOCfgAW3f009bZ5Sbr8nFKA+dg/JiMz95ouqit2sk3tnYSWdPlPUrsi8o4B+OukY/X+3q45p1uaPEeyeLSEThVy814rRLZLv0OJ3a8ZkxQSctaN5+OpEUj2wiO59BbNnRzedbu3E6ZabXOFg0b2gi8sYHbQQCCn/3w2mUFpvx+eM4bTpqpqRvTzKZZGSs5Q8odPVE0nTAIpEkVrOUlsk8dtLLviNubr9O09ZyOWSKCkxjHr+Orghd3RHm1NrHvYciERWrRY9eEjld589oG+UdsCqzjOe1qTFOSH7DTNsljI+/RGZrCVCXTCbrAQRBeA24CUgFW8lkcsuw5XcD9/8Ffveb48QJ8F68rs1fEjO6O0ZxAkQRClUt0hJF0AmDgqQwFIElUzOSJOC0CEy1yuzvHEgbf91ETUc/2b4kRYIIO1uo7e1B6opjCwiwsx3QBo3ani4i8SSWgwJMKaSmw42/I4K0zwgGbaAvrg9T0ezD5dARCqu0vGNlbn8Qe5fCuVcNzFyf3p3mBOZ5OvEHk7S+fZ6aymEzYVVlvqcHUYQDz5+jqz/OjZdlVvm2nA3hOhkkpCRZklCZ3uWAnaZhq1KZ1+9BLwmYD7ek3nf7FL7c5WP6FCO11WaqgecqVb7a76fHraAkXEgGke27vXh8CW5c5ySeSKLXCSxSVTqTHrI7JdjpnNR5zAFm9biJtieJ6ywc6lIQhCTnToYoXe6grHBsG5Se/jiqmiQ/R8YM3JUVZW+LH3G3CObxxUpBu5kfLR6Y5e88m3GZYEjhVH2E6jIjFpPIp5/1YbeKXLt27A67W6wKUTmJ+XDrqM866gKcPhigaIWDygGS+ipgVT5wsH7CbZ4sjp/wc/RMgKvWZJGfY+D+vDg6HbDz/KS+73THmNHjJee0HdxD5+CbPgAl4ArRh0HV7i3QyOc6UaTAMHEwEt3RR6AlxOtbRdatzKKs6C9D9B+J21xhGv0hdEfOAw4uxvH5yMfthE/7Kc4uQVIvkjivqqxJ9NNdF2PNsmxyYgbYOfH3jp7ysn9rF6VOA0X1PdA2+TPn+bSN7IYAj9xdjvVwesfh1QYfipRA2qtJY2zf2E7tdBs2XfpErqbrCKFwEsM+FWza9bP1s3aaWsLcdXMJudnae/fke/EF47z3f5xj2cIsigpMhA/2kTztI2Yrwp5l4K/nxjU7op0dfLmjC0kUWTPMieDIl52crvNTekcp2a6xs6xm4Ae1UT7Y1M6W/3mA6vsqRz07a7p8XG/xUtLo5903+ikqMrJ0fvq9LrmjTGmvp1C2wM5vziX7zsLhgNraf7Wf/0twtoqBlmH/bx14byw8BnyS6QNBEJ4QBGG/IAj7e3p6Mi3yvy3EgdT2yJckiam/k8LQ+4IgoiV+Bwnt2v9UIDdbYtDCR9KJA4QkAUnUyoaCoMKIpLEkiVjN2nK+kPZJaYEmsdDVM5RByM/RYzLp0AlJdKLAoTNhrlxpRy/ByYYY8fjo2dGK+Rb0Eny6K0AwpBCJqjR1RFFVePiWbJbMMbP7WJD61hiBUObZVVWJzOJaC0nAIOs4cDJCKKIQDCkDeloi1611cuVKB76AwvmWKIqiEoslaWiLsffoUHu7JImsnG/jmjWOlJCjy6EjHk/S1h1j41c+dhwMYDRI3H51DuuWOjNuk6KotHXFiEbTt9lp1+GyS9S3RDlxLkyuS8+GFQ6KcjNnOfq9cb7a7+PL3V627fenuBxlhQZu2pDF1Wsy//5wdPXG6HXHJ8wm9boTHD8bpL07hk4HU8uNVA/LAPW747y/uZ/WziGCuMUskeXMvO1VZWY2rHRSUpAeREaiKkdOB1JE/G+K/FyZ0iIjNquOuKKycWs/W3ZPfqKU5ZK5aUMuRfnp29nZE2Xjlt4xzcong3m1dmZUa9mNuKLy/ue9bJ7koHXZMhdXrs3BZNShy9DuFgwp1DWGiF8Ep204SgpMBCMquw+52bLr4vhCJUUmFs5xUFZsorMngi9w4cdMFEUqyy2cOR9gy67Ja9YFQ3GMeh1rlrowGC4sRC7KM6Akkuw56El7X1FU9h5yc+qcxotzOmVm1tjIcWWYEI2YCUfjKi3tYQQhmZadnVFjQxQEunsjBILa8cnO1mMwiIiCNimUZF1qH3r74/S605sebBYdsXgSzyR06HSixssKhxKcG+D3Dce0KVbyc2VOnQsQjChEw6PPu8CA/INwyRzx28T/p9IPgiDcDywC1mb6PJlM/hb4LcCiRYu+/TP/rxjljsT5j1u1NPWwkqGkE1BVUFVNN0uvSxJTSC2n6aMMrSOZVCnMFnkrJNBRpgVI70XNdNZEaO5U0Vfp+OcGAyeNJfhLwWUHZUmJ1nUkQPuedprbE1hMAudK8tjfHqC+PIy+QoIVhSiKQsStUmoNset4lEBIxWUXaK6y4Zvnpded4KVeMzdvcJDtGLq0Fi5R2WvtAxJsVA0EAirdngS3LXZQkKPngzNdhKckeOAGJ84ZVlq7YsTiSfo9CvOma+l2C1AVUtlp6UcyQFaeTHimkdc2eplaZkCWRRI6lfVL7Wzf42dfS4h7a1yUFshcNzOMXhagbGiWaACSEZVdp0PUVBgpqFbZstHNyXwZc4GA1aWHWePP3l99v4+DZ0LccbWTFfOGUvjLVmj/hiMqhe44xWNks/o8Cl5/glBugl1tXhZco3XvicMsaiYqsvV7FPYfD3CkO4TDpuOJ68b3ESxWVNatiFGYKyPKIgtXae/7gwoWk0iwK8757j6qZzsomTpx9sIAZCrmbPmqn639Pm6e72L5/Is3VwZtUCyURAqHvZcnuTWS/7wLX7eqqhw5FaQgR6bLEeVIWz/TZuaRNYbY62QQiagpoV9bvA+bTYIlE5d9JaAMKLt99Gdn6wNs2+OmsS3CQ8uLqKn8ZqT91QsUzrzSzMFYkrXLKifddTqIpQPXtdsb43/9tI6KUhPPPXzhxt65MYXgubO0ZxvomFJMfu5oMv9IVFRH+MBfxyGHk/zZebz9cQcL5ziZM3Pi8z9/kco2sY4TgkAyaMFgkLhiTZ527HXdGA06WJRNb2eYpq5uvmgM8sObq9OkP84UqPj8CRJLl4LTiAGYZZiOw6pDP0s7z33uGGfqfHzg6WDBtU5qbtLKyv2mfurbO/HOLmPXGT+HT3h59pEqnA6ZmxcNBD/DKBRTayL0TO8jd2UujNNM09IW4jdfNbBg1lSy8hX0y7KhYug5dPa8j69299ItZ5OTbeDRH1VkrBooPWHObbJimeqAFRk0JC7hL4K/RLDVBpQO+3/JwHtpEARhA/DvgbXJZDI68vP/v0Mnigy38hMEKC8QaOzUyoSiCLOrdRw+p5JMDgZZ2meDxE0BHZ4gKAkBUadDL0Fde0L7v6ijp1+guSOGmtBhMEJZoY6YovKPf/KQJIGSEJFlLd77Yk8Ir18lyyGyZJZZ6z5710dTe5y1Cw04LFoHi1nW8fXhMBazlhkLRlUOnYowe6pMrkvi7c1+9DrQ6XVYTTpO1sepLtVzxQojJQV6JBFWLTCT45SYP8PC1n1+tu4PYjGJyJKOqjIDWfaBLkqvgk4ncvkSC8X5emIKVBTLFBfoOXgyjKJoA+miWhPFeXoKcyRON4Q52xJjca0JXyCB3TrUFNDeG+erA0GicZVzzQoFORKXL3FM6M84CJUk+TkS0yoyl37auqJ8fSjMtWt05GZJKIrK+ZYYpYUyZqPIF7t9tHbGePTWLB69NYdsZ2Z7m/FQ3xpi/4kQ82cYqamYOFiQJJHyYi3oDEVUYnEVj0/hrc/crF9uZ/50Cz944MKlKYYjFlM5cS5EnkvP/NoL91wcDm9A4Y9vdzN7qonLVwwFL8P/vlD0exQ2butn+hQzt12VS3WFGavl4h+FgaDCb19tZ0q5iZuuyOXaddmE/wJWRNv3e+nojnP9+lwqLkJ2YiTMRgmdKKLTJS+mipiCXq8JdAbHyEJPBFmW+MnT1Rw85uFnLzRwxw1FzB+wyonGVD7Y1EF1lZX5s4YCqfwcmTtvKKWowEAwrNLSEaak0AhMHGzJssiUcs0i6nRdEIMscsWAxMS6lXn4/DEOn3Dz1gdtVFeYWbpotDdpkiQkQVGGMrVrluWgqipNrSHy84y890kbjc1B1q3IYU7t0PW5eH4WR096+OizThbMcZDtkpEGOj0z8VSjUZVjJ33k5xhZvlgr+dU1BMjJknEOs8NyuWTm1tqZUmnlnY/bUZNQUWKhsSVEWbGZju4YLW0R7rm1hKoyzRvx2Ekvew72cfsNJWnrEoTkJW/Ebxl/iWBrHzBVEIRKtCDrbuDe4QsIgjAf+A1wdTKZnLhX+P+H0EkigjqQ2BrIbMl6AVFKIgz4chmNmqr8UAYsSXLQZXoAigrLZus53RTHHwJZgu6oiG7gTFeVSKhqgob2JJ4g9HgU1KRKd79KICRgt+uoKhaprdRzvB6aexLsPh7jssUqLpuIzy6y61iMfl8Ck0Fk3WIzFnOSuuY4S2aZCMWS/PYtH8fPR/nBPS7UJAg6sJoEPIE4SiJJjzfBzRUm4nFodStctcKWCjJON8bxh1SMBh3rlprJGtbh1d6j0ONW8IWSfPKulzlTZa5ZZaOrT+Wmy/XIA2KudquYelh29Ko0dcRpaFPIzdJx37XOgfcVcl067rjKSZ5Th9sXINcpcehMmPYehZsum5gAfN91WRw4FebTnX5uvtyBeUSQFo4l8YUSKdX8xvY4737pZd1iK0vnWFg530pHTxS7dXJk8uGIRFR2HApwvjnKrVe4qC4zXHCA9N5mN/0ehduudFGcJ5MzUCq8GBmIvUeDFBfIlBdpWcY7rs7BKIsYL1KU8v3N/QTDCW5c58BuFSfsasyEQEhBhFHfzcmSuePqXLKztPfHC7T6PHH0kjAuqVzWixTlG8gb8LTcvtfLniN+Hrq1gPzcixevvPmKXEIRNU1A97Ntvej0AutXXJyKvagTOXfGx+ETfhbMvriMo9Us88wDZew+6OaLHb2sX3XhFkOJBGzZ2Y8sCRQNE1UNhRTO1AcRdEJasCWKmkgqwK79/Sxd4GL96skp2yuKyuETPjzeOP/uhzU4RjQt/PH1Fnz+OPNmOZg320VeljzqHhARMqnIcPCYl7c/bGXD2nzWLs9lerWN5Ys0g+yGpiCffNnJLdcW43DIyPoEyxdls3JJ+nZHIgqvvNPKtCkWVi3NxWQUcTlljEaRfk8MRVH542uN1E63c88tQ2LGVrPEHTdoJuAen4LdInL4uJs3PmjntuuLWL00i/m19pTUzIEjbj75opO4ohIMJ3AOHN7kwIAzXhflJXxzfGPOVjKZVIDngE+BU8AbyWTyhCAI/5cgCDcOLPY/ASvwpiAIhwVB+OCb/u7/bhAlEZ1ehyRpvoaSTsRglNDpdOh0IjqdiFEW0Emi9hqmyaUb9rKYRZ64LYskOgRBhy8ECNpnOS6BR2924A0LgIg3KPDrtwIgiVSXSljMGgfMZpbZuDvMicY4OXaBRBIaO1TuvtrJFasshKNJ1KSA0QC11QY6++BkQ4I3N4ewm2DhdAOr55m0jrWrHFy3ykZHb5LG9iRVJTocFu2ye3Ozjxc/9NLRNzSjuv0KO/dc62TONBM1ZUMq5x9+FeBoXQSrRSTLLmIyCkgS7DwS4ZVNXk6cj2Uc2FfPN/HozVksm2Nk7lRtfR6/wp83enjzcz9lBZo22C3rnaxaaKWrT+HAiQjH68IT8lokSSQa14RRM+nczJ5q5uk7synMkdi230+PJ8aVy61Mr9S2IxxLsutYjMb2C+c1vfqJmz1HgxgNImVFFx5oAUyvMjJrqpn8HIl7rssmP0uiq+/CeTj9XoVPdnj5+tCQNVJ5sfEbBRrxAb6d2Sxx3015LJqgpJsJL7/fwysfZeYF1VSZyXaOv32xmMpL73Tx1qbxuUWyLHL3DfksX6iNXjlZEgW5ekwm7Zx09MRG2VRNBtkuOS3QUlWV3Uc87Nh74V6FAB3dUW6+Ko/LV+aQnzd2o8bkkGTnAS+nzo9th5UJLW1hvtrdh0EPM6qt3HRVAfm5Q/vocso892gFN16RLhMTiSj88sUGPt3WzZ5Dbg6Po582Eh5fHKNBwGAQicbUVPCtKCoeX4z5sx0sX5TF7TeUcuyEl3/53flRXoJJFUZSms43Bnj7w1aysmSmV1uprrSycsmQQbbHF6OrN0owpHDVZQWoaKbjgZCS0vkC7Trr7I6kBGtzso0899gU6puC/Oz5OpJJzXh6xeLMQW0spjKv1s7GL7vZd9jDuhU5VFdqE9jBQOvQMTcfftqGoiR44oHKNEX5pDqSwXsJ3wb+IpytZDK5Edg44r3/OOzvDX+J3/nfGZJORE1q2lWCoL0SghZcJdXkgDG1JsCZTCZBp/0/oaoD/C2BpJrEYgFEmFIqcKwO3H4RNZlElOCKZSZ8ASgr0BGPqwQiAm4/eIPgNwnceJkFs0EgElU50xInHBMozJPJc+n4+OsgM6ckMOiSOO0SKiqiINDYEWf1PCPNnXHqWhTe+jJM7RQTC2uHbuYzTXHiiSTZTh3BiESWU4fJoAk1Oq06ch2gqCqb94Zo71a5dZ2FRTOGyn2hiEprl0J5gURjh8rppgQPXOeksT3Gm5v9mA0CVcVy2vKnm6JMLzdgNopYJVg2Z2iwtppEHFaR9p4455pjBCNJ5tRoSufL55po71XYeTTCqcYEd11pHTfrtGaBhRVzxm7jliSRUETly30hIpEkf/NoTso6xCQLuOwiJoNAV5/CwZNhVsw34ZhEa355sUxFscy6JRdWpotEVPafDDG90siCmekBzPZDAY6cDnPvdS4KciYfKIWjWjnbZfuLPE4AuP3qnFSw+9J7vZiNIvdeP3EGpd+jYDQImE06ZlSavpFQoyyLLJxlw27LfG4jMRW3R6EwL/1Y1dbYUqbgTW0RXnm/i5ULHKxd5rzobQEtu5PjMtDvVUZphk2Elo4IL7zZzooFDu66oYB+T4x+TyyNl3QhCEeSlBWbuOayIfud3v4YWRNIfuw94uHIKT81UywsXeBi5343FWVmXMNKWiO9EwHUpNZ0EYsmeOiOUhIqY/7O0ZNeunoirF+di/j/svffQZJd55kn/LvnmvSZ5b2v6mpv0Qam4b0jQYCg6L0bkZqRRrNazezE7Ma3+8XEfNoYr9FyRUp0EimCFqABCcJ73412aN/V5X1V+rzmnO+Pm2WyK8t0A4ghpX4iKirNvTdv5jXnOe/7vM8rBOf6syQzLvfe3kBHq3/OZ7Muz7w0zktvzPDFT3TQVO/fr9pbw+Ty3pIotVasQ9KNhXO8ssJi0/o4+/fW0NwYRkrJf/36acIhnS9+ooudWytZ3x0jHDYYHc9z7nyG2poAJ86kOXgkyR99rpv62iDxuMWffrlnSUqxpyOCVIpEwuK6K5ee+3M+W3/1rXMEA4JN62LU1we5evdC1PPgkWkGh/OMjOdB0/j8xzppbiyVG/ji+MuE673G5d6IvyMQuu7nzYt5RE0pcjmBYSifLGkarqdhmApZbECsCdCk7rdb8ECYEI/A6QGPkUkds6i/EihMAaZl8tCTWdJZg1jUo+D5gt6KiN+82XEFB/slYzPSH/CVJGgZpPJQsOHlwwUiAcGmLovBCUXQUDz2so2G4M5rovzNwylGphVdhYXqxdEpl2ffKtDTanJiwGNsRtLbYZLMwvW7Q9RXGsxmFU++kuVYXwHDKNWuAdRWGnz8rji6IfnV83lCARibdvnGw0mCAcFnb49TXbFwKp8bcnn8lTz9Iy637ossuXEahuCDt8YZmfQYm3Y5cNymodqkpV5QX23x+fsq+dULGcanPVwpsRbd1AdGXZ56LcPN+yI01hjz21sJ4aDgul1hfvtyhlPnC1Rv9ddrrrf4+N3+wHLguK8tW98ZILGMHVffsI1S0NFkcdNFkqw5DE04vHgwi65r1FQaHDqZ4/CpPPden6C3LYiUlJhzrgXNdSYP3lFFa6PJ1KxLMCCW/OaXAiEEUkqiYVFiPLocsjmPb/9sgoZakw/fVf2OyQ3AdXuXT7U98+osbxzK8IkP1NJcXz5SVF1psHV9hK52P3pzbjBPJHjpvfEevLueXG6BaJ3rzxEO69Stsr3qSoOdm2Pz1ivf+tEwQmj8i89cWo/NK7ZVsHVDfJ4gHDmR4gePDHP/XQ1s31jexPVcf5a6KpNPfbCZhtogz748xdnzOZJpt4RslUM4ZPDHn+9cNd3+yhtTPP3yBLm85MorqolFBTs2J6itCsz345yctvkff3ua+roAPR2RklZdu7ZVsmvbUj2gUlpRs7XwWlWFxSceLC0PefPQDKYp+OInivs911u1NsiffLGHI8eTvPrGFDs2x0u+czlT0u1bKtm+ZXlt4iO/GeHw20lam4LUVge58+alptG/eMz3V/s3/6IXQxfUVC+1kpCqaCJ0mWu9p7hMtn5HoBt+am8usuXX4yo/XYgf2XLx+/0JXaE80HQNUYx66bpfxhgKQsDUcBEY5py1vK/d6m3TeP2EYDIpcT0dwywK7IVGQ53Gjl4dBcykPUanBe0NAqkpzvRLgkGN7T0G6zsMppOKvC2pqYBj523e7nPY0GEiDEHU9E1Rx6Y96ip1QkFoqNLpatKZTNm01vrtIX7yVBZPwUdvNRgYsXnjpE17g8mDNwXJFSRvvm1TW23SUuuforGIb2XxwE0+Exkcd3Fc0IUka8NzT2fZvcmiudagu8Vga7fFsT6H4QmP7hb/Bi2lREpI5+D4eZet3RZtDSZtDRZNtQs3ccsS1FQYnBvxGJuElnp44a0ckzOSjR0G2QK43tqKZV1XcvSsTXdrgMFxSSxSvtXPlu4ALfUmNRVLL8m+4QJvnXQYHLURQuOLD1x6b8S6Kp0P3VFBfbX/OamMZCYpsV1Ja6NFa+Patj1btHRIFNvNbO0Nkc5K/vaRSZpqTR64teKS9vFCCCEIBgzOjOWZmnWpSix/ywoGNLb1horWJ+WRy0tyBbnidtaKnrYg0zMelYnl2zdFwwb33uxHJbJ5yQ9+MU5NlclnP7h0YFwLaqsWR3Bdvv/zMeprTD7zYPkuCHMIBw3uvbkW25U8+/I0vZ3hkm1dChZHYianbAq2Rzy2/G/xxPMTDI3a/PEXKgDYujFKdaVJe/PaqkBXI1rZnMuvn54gERds3RBnatomVjw/2xc53b/02gRnzme5Zm81N+2vW1OrKKEtcX9Ygqlpm0hYp6M1TDJpEw6XtmKKxy08CeMTNhN19jtyjweorQkQj5mcPZ+lZRl/NteVVFeanB/IEQkbZcmWKMrRxOXufe8pLpOt3xEIsYho4f83LL8J9JxrfN+o5ke/0BAGGKbA86TvwVUMB02koKFasKld562zEp/AKTw0/sePbW7dbYL0cKXHyQEN09QIWoqBcY2fPuexudNg1wY4cNJBExrpPFRVQCavcXoYCq6HaQhuvzLAoTMuXS0Gu9ZbvPy2R1udQXUcBqckP302R1udTjioMZ3RiEV0NnSadDaaPHuwQGVco7FGELRgc5fJ/glFZ6Og4Ap+9myOTE6xsUNRHRe8cdyhs1HgSo2masHpIZc3jru8//owuYKG9CTjMx7TSYfGakHAEty4O8SGTqukJdHLRxxO9Dv0tuq8/rZDVUzQ3WLQ0biopYstee1tm8Yagzuu0mkokrB0VjGTlrQ1mXz2PhNjhTvlW6cKDI9LbtwTYGxS8tTrea7YGOCT9yyNkoxOuiRivpC8pqL8NsemJP2jDldvC1NdsXJfxqFxXygbLdOA+8W3chw9Y/Oh22Lz+rard0TYvSm0ont/OfzwNymEgM/ctzDzDlqwuSdIffXK+7gYkzMuiahYMTq4e0uY5nqTimXSeeC3mwoEBDddtbLo+9HnZjk/bPPZ+6uJvYMKRIDxKZcz/QWGRh162lffVjgouP3aChLLuOYPj9mYJtSU6cRQfnsGt11bSVWi/PaklDz/WpL6GpPeop3I5LTDUy/PsG1jhL2XYJsBfvXlhUUFs2mPRMwiFl7erOTuW+r9dcMG6bTLf/76OVwX/tWXg2vuJAC+w7rjStouIGnhkMEnP9iCJyXfemiAkXGHTxdJVirt8sLrk+zcnKCqMsienZXs2VFF/2CWb/2gn7tuqWPXVv9cnusqsRgKzZdyrHCZRCMGV+2upq46wH/62in2XFHFXTeVkur9+2o4enyGF1+f5sqdlezYurpZ8XK4enc1jbUB/o+/OEp7S3nCeu/tTQyO5Hj0yVESMYvNG5Yec1U0zpZraEd0GZeOy2TrdwS6IUo8szQNcnkNw/DbRBjCjxjphlq0zJzpKfi1Dj5bOzNoc9/1AdJ5m6Ep/yKSCmayGr99A/7Xj4ZJZW3+5lcuo9OQdTQMqbAdxctvuyhXY3NXgF3rDN7ud3EdRf+Eoi6hceCURAiJZdoMTmhsaDc5OaTY3qMhZYBdvSbDky6PvZrn8DmPjgad9nqd8VnJ4bOSE/0FbtphMpHyOHxGMjVrs6XL4LYrg1iGIG9LdqyzSEQ0WuoMZtKSo30uk7MaQ1OKm3aaHD3nMDqjuH1feN4W4iO3Cn7zmsvwhMOt+wIELEFHY+mdMRaGeFiwsdOkvkrn5aM2faOSW/YszPamZiVHzrhYusbezQFGp1wmZh1u2m0BK5OCOYxMSgYnXGZTJoPjDjdcEaKreelgMj7t8pOns2xoN7nhiuVL+6/YGGBDR6AY3Vse00mXnz2VpqPJ4M5rluYiayp16qt1Apbg2Lk8pqHR0xK4aKIFsK03wIUenIYhWNceJBJcWz6ib9jmJ4+n2L8juKIAvqXeoqV+eQKSTLt8++FpulpN7l7FAHZ9p/87htbg7r4YubxEF6XRnI7mALu2hKmvXjtR2L5xafp3cNTGcyU//PUE4bDOlz/cWGbN8ti1Zfm+i+ms5PnXk7Q3B+bJVmNtgI/dV0/NJUa1jp5M8+NHx3jgzvr5Zt1n+3Ps3Bzj2r2VK5Km+poA9TV+urV/OMf0jM3G3ijR8FJyPj1rEwgIwmXSa//w8BDZnMeff7WbvsE8h47Nctt1tQSDxnwE6xMfbC3Zl4GhHE88P0EkqGMaguuvrCYWNUhnXCJhnUDRiuH1g9P86okxPvGh1gsibsq3f1gBwaBBLu/x5uEZOtpCtDYsvaaHR339WDxmvCMj3TlMTPmehBdWWM7h0LEkbx6a4Zp91WV1X1Ds5/iO9+QyVsNlsvU7AsPQSwxNAdAXDpCmgSjaKMwtJ4RvA6EXxZtzScOHnoFQSBEPGYSCCscDqRRKamRcOHRW0t1oEQv7kTCUpComaKiGbA7OjsIrJ+CqzYpbd4eYmHGJDUja6xRHz0OmAK8e11jfCpmswpYao5Pw5hkXT0r2bAjwyTuinBlySUQEiRg89KRDIiyQKDIFybkRsAIa/ROSMyMO8SjcdkWA+irB1VsX9C+JqOD9+/00ad+wR1VccG4UCrZGKisZmXKojJnUVwoCloZVHEOeP2STzCpu3bMQhdrSHWBLsbdtNCw53u8RC/s/+KMvF9AF3LonwH3XBakskrgDJx36xySttSbxqN9DMV+A+ArE56YrAthugMExjxePONyyO1A20pSICWIRODngsXuTJBoqv00h/OWWwzNv5sjk4eY9JldsDNBct3DjlVLiSrAMwcbOIBs7g37E42CBgOmTrUvBni1LZ9KZnOSRp1PUVxk8cEt5EpBMSzI5SWOtQWVM0N1q0riMs/5aEQ4K1rUFaGsyV21KvKk7zKbuZd9egr6hApGgxg8fm6UqofOhOxYiEfU1Frfvf2epOIAf/XoSXde4cV8C03z3UjnxqMENVyVQqjRN1tW2trTdqb4M5/oLXHflQoP5RNygpSE4ny60bck/PDJCVYXJFz/asuZ9W9cZ4Z9/rpPWxqXFJfm8y//z3fM01Ab4zIdaS95Lp11qqw262hIIITh2MsUbh5Ls3FpBa+PCcDbXP3H+87oifOGj7Ri6xn/++mm6WiNsXp+gsT7In3ypB4CpGZuHfj6A51HG8NUvSFpJOvjsS+Oc68+wZWMFH/1A65L3pZT81d+e4fiZNJ/+gw5uuHpt1hUr4bGnRwkEBds2L41YpdIuddUmsZjOoWNJ7rll+dS1YN688TLeI1xO0v6OwDAFhiX8/8W/ykjp80jIj6wYpsA0BYGAwCquY1n+e6blt+dRCjrq/GVMS2CZOqbl+1CNTkvCQbj7SoGh+947vW2CHetMPn5bwPf80jReOOZrs/on4dwoGLrJF+4yaaoWeGgMTwuytuCaLToNNRo5G15f1JKvq8mgOiEwhOCqTTobOnRmMjrnJzSELrhyo8mGVp1MASZn4dQyFgh1lTrVcYNd6wPoxfX2bBQ885bDr1+RvHHCwXbhtr0mHhpPHbBxPUXBAZaRYxhCcOeVIfZt9smG40kyBcnYtMvB0x6ZnL/cVZsD3L4vQDzqXyovHnH42XMFUisYOhqGLxCPRzVMQzCdKr+sZQjWtwWIhpaPBA1Perx+vIC7gg1FKquYTfkkY++WEM11C4POcwcKfP/XWbKLTDaFENy7P8KdV1+8Y3rBlvzqxQzHzi71JY6EBPt3hNi7dfko3ROvZfjpU2nSWUk8anDv9XGaV4harQWGIbjj2jjBgM7XfjjDwOjqbU7WgtmUy48fm+XJV32LkKb6d0YKF8N1Jaf68qSzLrftj3PrNXF2bo6xpffiLC5SaZdjp7LL6pzv8VoAAQAASURBVI6Onsrx7Gtp8oWLt544ciLLKweTzCYXrsvm+iCffrCJ5no/GmxZgjtvqOKW/cunw944PMv3Hx4mv+gcNAxBd3ukbFTVsgTbN8TJ5zy+9t3z5PMLn3+qL8Oh41msYrubm/fX8qWPt9PaWP6cGx7Nc+R4CsMQ9HREeetoEiXh2n1L93dqqsDQiM3m9TEa60u1TXPFS8YKQduR8TwCjZkZm8GR3Pzr+bzLuf6MLxXRNGJhg6uuqLhob70LMTqe58TpND0dUTrLEOgTp1M89swELY1hbrmurqwIH/yJ+GU70/celyNbvyOwysxoAwGwXL9dj9DAExqm6Ye1NM2vRhQ6GDqAQikNJcEyFYYuODPuR7osQ6ELsIui7jfPCgKmojKms6kN+ibg2IDGoT7Y1i7Z2QWH+zRODGjUxCXVcbhxu0F9JTx+UCMYEsRdn8eYlsavX1eEAhp1lYJEpPzdqKPR4LE3bdIF3/Lhwet88ehUyvZL2itgQ9sqAti85OGXHDTgA1ebHDAkPY3Q3ij4+UsezdWQzCgCJty5L7BqlAN8y4nJGehpErxyAk4NKkamFKmsojLmf8e3TntICe0NBi21fo+zwBr4QSIq2NJl0l5MZx4956AUbO5cGLR3bwywe+Py0aWjZ21ePOoyMim5++ryA8qdVwWRUFZHFo8KErGljuH11QZSSs4Nu1QlBPEykbdyKNgwOOYRtAQbi51aDp0uMDAmuXlPgG29Kzud71hn0VLnk/3V4ErJ8Ljfgmot6VshfCPgC3sMnh+2eeVInlv2ham4CHuKWERw/d4I9VVmWULoupLDp3M01waorbq4W+nAqMNDv57m6h0Rrt+7fCpwNbxyKMOLbyb5xPtr5zsDLMa9N1aRycv5HqBzGJ+0eelAkmv3VCxbfXrLNZXs3RZfVUi/vdgyx3Ylf/fTYZrrAtx23ULKqn+oQN9gnlzBJRgs3ZaUklN9OZrqAvM6MCEEd91cxyO/HeVMf65k+U3rY3z6QUFXm09KA5ZYQowmp20GhnJsXh/jsWfGOXU2w598sYvKCotr91XT3hLktbdmOHkmw4fevxCNi0RMNvREWd+1NNWr/HayzAUJXVfyvZ/0U10Z4K5ixOgDdzbT1RbhJ78a5sTpFAFTo6Y6yDMvT/LU8+N87qMd3HVzA2f7MgTD/u+QzboMDOXo6YrM36ueeG6Mg4dn+fzHO4mtYANjmoLdO6pY1xnm3//XE9x5Yz27ti9oKDevj/HAPU088psRdF1QXx0gEjVKPLYWfcNlP+cy3h1cJlu/IzAWTZm0OZW87rfGAAhbkLV9QqVpfoseQwcp/WWk1BA6BHXIORoSjbwD7fUwMKUhUNRFNGwPHAmvnfa3ub3Lb92TzikmZuH4kEZ1TKc6oWiu1jjc54tDP3C1fxOsjkkSYd8Q9Wi/wnYV9ZUwNiN8m4kVzqh4WCOTg74xjTdOKfZugCvWGeRsj1OD8OZpqE14bO8qL7CeSoGUgq56RSAgqIj5lYVVcahJgGVCwRU01cDItCQehvAqWbK+EXj+sMv2Lp3uRsm2Lp2tXTq265M7x4VUzjcgBb8V0ooq2UUIWoLrdy7swEvHXCZnoalWpzK6tm3s22QyOuMPKnMYHJdUxpi3VxBi+TqiHb0BdizT7uzQaYdfv2qze73BTStoxhYjHhV89PbofLoWYHxaMjzhYtsBrFXuKB3NATpWalO/CKfOO/z82Sy3XRli27rV2VlHk8XnPrCUGEzMeIxMumRyioqLcMwQQrBr4/KRpskZj8dfyrC52+OO/WsjTIdPZfFcxcauEDdfFaW79Z214dmxMUJlXNBYhgyOT9k8/0aaa65Yqt/rHylw4O0sPR3hsmRrYsomHjVorL+IIUJCJitLoqgAd95QRW21iVMmcN0/XOC7Px7myp1x7rrJ9+ya6zN57y31SyZMliHY0LPyQXz+1SlefH2aL3+inc3rY2xYF6Wy6CdWWWGRiBu88OoMOcPjez/tp6YqwK3X1dFYH+TPvrKuLLFXSBZnY6WE/qEcrx6YorkhwPYtlRiG4IrtVbS2hPmrb57h2Rcn+fN/vp7NvTFsR9JYF6S7I8pVi3ywnnt1ksefGeOTD7ZhWj6JlJ7E8SRKSo68PcvTL07wB/e1Un1B4URVhcVXP9fN8Giet46lMEx49MkRzg9k+eQfdBAMGly9p4aqygABS+Ob3z9POCT46P1ttF5YAaq0y3mu9xiXf97fEQQCYuHP0rBMjUhQm3+MpmFZfrrQNDSCAX+2P/daMOhX4UVCgvUtAtMEy4JQWMMyNAxTo7NJ8JEbBImIQOgapgk7umBru8btVwg66v1qm1RB44Ztgh3dArcYRStG7dnVYyB0ncmMRl2lhlSCrZ06tQkNV/qfVQ4vHpNkHcH2bkFFVMyTIMMQ1FYKNEMwMAEDEyzr3N5UDffs88nQ959SvHYKJlN+ROeG7SZbu3Q6GzUSEXjqLcmLx+SqLvDVCUVrvUZno8b+rRbRsEAX8MQBj1eOS2orBPdfZ9LbovPiUT/FODJV6rezVlzRq1MZg9HptQfto2GDj94S4uotJi8ddTg14PLb1x0OnvZWX3kVDE5IAgasa7m49Fg4KEqiaNftCvDhWyNkCoofPpllcPwSfpxy+zfuUnAUkWW0bGvFjvUBPnNvBYah8cLBHHn73Uma1FbpvP/GBFftWBi4nnglzU8en102rffywRzPH8hiGLB3a6zEH245+JYl5bdXXWGwa3OsbFPpsSmXY2dyjE0tPR7b1kf49P11VMSXrjc6YfONh0Z58uWZVfdtMSxL8OWPNvO+W0qF2JOzHo89N83zry3dXiKhs29nnCuKrXjyecn/+E4fP/zlKFBq97DatTyHa/ZU8aH3NRGwBI88NsrZ875be/9wDtv2yduXPtnOR97fysBQgTcPTfO9n/aTz7vLR1BVabseyxJ89P4WUimHJ58fL1m0rjrIus4ogyNZXn9riubGMHfdVF/2vNu+KcFtN9QzNJbnG989x6lzGa67qo5P/0E78bjFTNLhraMzfOt7Z5c9bxvrg/wvX+ll26ZK0hmXI8eT/PV3zsynXzf0xOhsi/LBe5oZGs3z1985s2QbmmBZycVlvDu4HNn6HUHAWriS5ywg4lHIFAtWhOYfLLVIxxgw/d6hhl40ptPANKAi7G9PAPGQH/nSNA1Th+q4HxWzLD/SFA5qdBctejK2wrQUURM2tQtODyp0XSMRgkRxgi+lT4isooO9CPhVfiOzGgELrt689LvZruLoAORsjY56jRt3XODOjEbehZAJV/Roy6b+hBDUVsBk0mM6CwEdrtq0kGKyDMHe9QLblpwZkYzNaIzNQsMKPYvHZ2BiVjCbBan8aFjQgo2tGhXFgEAmB2/3S0amFVVxwdWbdcIXUc12csBleBr2rBecGICTA4oNS/Wz2K7EEOX9hKZScGJAEelRXNEraLgIe4ULkc1LXn3bpbfN5IoNFvWVF7+t0SnJK287XLnJpLZCYARhOuWSzqmyEYzVMDeQLv7u3S0mnhTz5rGXgmSmKMivMXjjRIGDb+fpaDJLfNUuFUIIetpKQ6fprMdsZnkifN/NCWQZ93MpJcm0XBJlcl3Jtx+eoq7a4J7rKy5q/zZ2BamvrqOqjA+YYQiGJxwefzHJh+6oprttIXKYiBls6g7R2Vo+LPzaoRRn+/Pce3P1kvRkObJSX23y4N31Zas2H3t6ilN9Oa6+orK4PjTVB2m8oJ1QOu3ytb/rp7U5wIfuWdlTrLrSorrSwnUl+/dV0d4U5M0jM/zw4WFuua6WG6/xW+pYFvzRZzv41RMjHD6eZmra5tlXRti0PsbWMhYJvv3hwsndUB+msyNGomi9YduS3zw1Sk9XmHtuaaCqwmJdp38TefPQDD/51TAfel8L2zYtarBdG6S+NsjYRB6loKUpxGNPj/LyG1N86VNdXLO3hr6BLEMjef/mu0x85DsP9WEagg+9vxldwMnTGVwJYxN5cnlJe0uYdT0xhKahXZBmF5qGktpCRuUy3hNcJlu/I7AWWToofP2J5/ikySdXipCAbPE+rmmgF9v66DoIqaE0nxzZEgyh0ATYnsAyFVL6JAL85Q218HwOvkmoRrSY2XA0MAVEgr7OCvzrXWkaoQDkXYiHwfXAUxAMQHV06QWbyYMnNYImNJbpn3tqxCdu3Q0adRWr/1YHzvjO+vGwhnGh/wB+KjRtCzobfHf85ZC3FVUxWN8CtgNPnoLdPdBaK9jS6d/UTgwq+scUs1mNPb0ajZXamvsQSik5PQxDkzCdASUF+7eKosauFNm85LE3JS01cMW6pdtvqoY79xlURpZ3rJdS8sSbHoYJN2wrrUiUcmG9TB76JxSJmKKn+dJuAbmCZDrlG4TODQDNtQYfv21t+qoL8YsXbAxD484rFwbZjkaLjrW7IJTFswfyDE14fOTWCHs2BehqMmmqvbTv7ErJYy9mqa/S2bWxfPrvnutiJb/1hVguknWiz+ZXz2e4+9oove2lRCMSurSG3n57H8HYlMPUTIHejkAJyWttCLClJ7REbxYMCO69IDq1GE+/MsvZgTw3XZ0guAbxohCCTT0LF2Im6/LMyzNs2xhl07oIsYgxb/YrBHzwrvolv58m/MjUuYEst15bs6rjPPjH4Lq91UxOF/jOjwYJRfR5C4w5JNO+OfLH7m/BMAXHT6cJBsUSsqWJpcV6QUvwr768DlHc10efGOHRJ4a58do6NvQkuOOmBvK2JJV2qakOEgpqfO8n54lFuuhsL92Pupogt13vE97uzjDZvEtl0briw/e1lD2nHn9mlGMnU3z6Ix3MphwyGQ/blnzgrpZ5r7Bvfq+PqZkCf/ZHGwhagg/c1Uh1ZSnpneNwl1Vb7y0uk63fEYSD0o8UaeB4cz0QNSKWxNNAB6TSiAcVrrcooq2K7vGaP0OxdEBTRML+Mt11kumU8lPyuj83CwUVuou/7KLYeCSs0O053ZWGjiIUAsNctJyAYEBhan40DQGmrhX3X8P2VIn+DMDQfeNUBORtbQnJq4zAWBKyDn4qcpVxZTbrb7OnibKCfKGB52k017BsWlNKxQtv+1qoazb4NhIt6aUarxNDkM3DbTuhInpxEaCzo/DUIVjfDHft9tO9ywnDDQEVUT8SOTrta8VaFkVfhBDUrsGDUgifhC/GgTOSgXHFbVf4A0RtheB9V5mE1yAXcl3JW2clzTWC+spFHlONBg3VS0nAakRreFLy0lGHq7eYJduzTA390oN1SyClJG/D9h6L5hqXcND/DZvrLj2i5bowNOExOuUSi/h2ExdCiDnfu4tDZdygs9mgKqGTzvr3grnq4z+489KNL11X8rc/mSSV9viXn66nKrGwc421FvfedPHb7mgJIJaJwK4Fw6M2z7w2SzCgc+PVlfN9JAG+/eNhPA8+9welwr5I2OALH2nl/GCOyBrNaG1X8pffOkcsarChJ0p3e4j62tJjduJshkefHKO+NsD1V9XyR5/tIhJeun11AdPK510efXKUTb0xervjSCk5ejJFY0OIu29emCE89LN++gdzfP5jHTx4bwu/eWqcYHD5E/35VyZ5+oVx7ry5fr4l03LnVMFWZPMeSsJN+2v5m++d44XXJrhpf8P8dXjLtTWkMn5By9SMzS9/O8qmdXE2b1gI92vCbw93ObL13uKyZut3BPGQRyzkEQl6JMIe0YBHMOQRj3jEQx7RkEc06L8eC3iEAh6RoCIYcAlZkqClCJqSqOVh6YqAIQmakpEkWJYkYEpClp+qsQxJ0JIEA6U3EEuXWAFJODCX0lFYpsTSFy0nJaZQBEx/fQ3wHI+AqQgaEqdMBkXXJKGAwjJV2ZtGZ72iIqzI2XB6ZPXf6soNfvRtLAmHzivOjJa+31Kj0d3otyh6/u3y2xRCo6EC6oq65lhYUJ0QHDjnpxTnEA/7ovALfbKyeTjaD9Pp5ffT1DUqo9DZKFY1Dj07riE0nfYGnbfOwYFzK2tUJlOKyVTp8RNCcNNOk2u3ls5cQxY+2Vj0WjxSqrsanvQ4PbT04KXzcHJAcnZ46XuXEm1xPcjbxdn0Ity+L8Atuy/N86tk+1IyOO7x8tECP3qqQDQs2LE++I7L7MH/vn9wawRXarxy9J0bUi5GfbXBfTcmqIgK/uE3SR5+OrVkGduRDI67a9YugU8QhYCWRmtFB37wjVtnUqvngD9wazXtzUG+89NxsrmL1w72DefRNI22pqXHOx41iZWZ1Dz36jRvHk1x8/4a0mmXbH71/TQENNYHaGsKcut1tfz2uSl+/dQYyfTCurGwQSJmzss4PKl49MlRpmdK7UPmJsJzmJ51eeOtGY6e8I+TEIIvfLyTm/bX8sLrk/PHqKM1TF1tgL/65hlO9WX56ue6icWMFVsEjYzl+O4P+znTl112GYC7bmngX/2zdYSCgobaAI6jOHO+tHqzoyNGImb6kS4dRscLHD+z9Nzym5RcFm29l7gc2fodQch0UZofqhYAGgR1RcHzneOFphEPSJIFDamDK0ETOsqTeJofAxaaBpoiZGoIoWEg2dGu8/hhDxDootjAWvN8LVZYw4+Z+VB46EJQUdT7TqU8TA1qFoloB6eLTtomuFLRXC04Nuyv15DQiF0QuZlOe7x+VmHq0FghiC8qgnFdSd+E5OSwhmVp1MQUTZXLz66SWcm5cT/6dP0mwdCU4vQw1MQVTZUKy/BveomIr1M7OwqmoTAvCPXMVThtalt4fToN50f9QgANRbYA4YDG3nVFXdyiO+3ABBzu9yOQQkDlMo2j2+o0mqpYEum7EK6E08OQd3wSsq7R3/+VCMJrJ/3/t+9acdMAbGwzWNeiVpxZHRuAZAZaa2WJDUlFVHDLFQbRIEylJK+dVGzv0qhfprXQamitE1y9RXBiUFIRg9AlELaV0DciefINh54WjdpKDetdsMaaSfmTiNoKQTRs8L7rIkvc89eK6aREKkX1Mv0UDUOwvsMkWMYK5s2387x0KM8HbozR1ri23y0YFHzpwRqsosfeSnjkqRlGp1w+f38NoWUaiR8+mWF80qOx1kQprdh/9eLQ2xnGcSWNDaUh7jePpNB1wT1lUpjjkzajEw7TSZtvPjRCa1OAj75/5RyzEIIPv8+PkKWzLu0tIWbSLv/5r8/yqQ81094cZvP6GH/8hW6aG4O8fnCaE2fSHDiWpL01PF/BCIDyI/mG4Q+ZjfVB/tmnu6lc1GOzutLiyefHGRsvsG+n3wT72itr2bGlkh/+fJDGWpO+gTTffWiA3p4ID967VLh5zd5qOtrCvHV4hqb61Stwf/HbYY4dT/O5j3eydWOC5vrScPXzL47xk0eH+dInu9i6McE/+3Rn2cjdQhfdy3ivcJls/Y4gaNq+Q7HUMITfXsfQfNsF5beiRimHOV86R2oITDxd4qm5voqCiCEp2BDQBaamKNgFgoZEoYgFBEMTGYK6hqs0ahfd8Acn8pi6wkTSXWeQzLjMZj3CAY2ORemsyaSHJRTS1YgFBRHL5XRGEg1IdnZb89quOYwXm1bHQrC1iXlxsCslxwc9zk/5+rJNTTo99eVv8LYrOT0qGZuBrK1Rm9DY3eVHnZqrIWBJ3jwHDRUanX71OBHLj2xtatGWbOvgOUXI8tjQos1Hd3LF9Onmdhgoaqyu6FJYhipGYRa2EwpAdQyaq6B2mYr/oSk4P6ForYbGSrXkd1kMKf0myg2VCtvVODHiR92ay+jb5rC9c/n3LoQrFc8c9rV3+3r9Cs6ACdFF9/Ld6zQKTnm/t+oi2Z7JSLJ5P32x/HdZ+bsCTKc1xmYUeduPui1G3pYc6ZN0NgiqVonElENjlWDnOp3eVoNYMRrpSsn5UahLUNbJfzU8+YZNOq/4yM0BDENQV3npt81HX8phO4pP3Blelvzs31FeaNjVbHF+xGF81qWtce0sMr6CV9Ni9HYGqKowGB63+dVzKe65PkF7U+kBOnwqz8i4wxcfrOOqnav/lgeOpaiusGhtXIhitTYGaW1cSiTOnM9xdqDAjXmJtcga5edPTDA64fCljzQTDAq2bYjQWLe6ZmtgOMePfznC3bfU0d0e4eP3t3C6L4PjKGIRg7dPpYhFFlr8PPnCJK6n+MNPdNJ8wf4pFvrWzmGxv9fktM1rB6ZxXUUibpX4YwUswfvvaOTE6RT/77fPUVNj0dK4vKFwc0OIeHT14/v2qRS/enyUpoYQU9MFNq+Ps29XaTXQ8HiBgr0wgdq7q5p83iWd9XtUzn8/BdpltvWe4jLZ+h1ByMj7KTmhITQPoWk4UicsQBcS0zDIOwpD+GF7XWromoeUClsZxUoZDQ2JoesETZeKIJwd0QiZfvyqOhbk4FmPgKkRUpLoIvHU2IyLZYCJv/2CKzCFxNQlhlggZZEAFGwPx4OGCoNMQWFZilhAMjFboKEqUJKeqq+A0WmFpinOTXhoE1CT0AmaBqmCJBoQdNQqFA6TKUF1mR5fUynJ6IwfHdvW6hOcc2MOhoCWGpOTI4q8ozCFxlQKoiFY17T8QGB7MD2tqIgoWqr95ZqqoK7CTz04Lpi6Xxl1uF+SycPOzoW0WXXM/1sJtiuZyShSOYFlsKLeyjLg2o1+cYIEOmqhZhGJm84ozo2C42ns6vb3sWGFCOCFEPjEKhL0U3ivnfILB/Yt8t9ai6lpfaXgnr2lTXpzth8NFMIvJjg9Cvs3qPk2SOWwtVPQ27zgE7YYsxk4NQhBU14S2QoHBVesLx2IJ2fhuUMum9o0dm9YfZuprCRgLbRs2blOJ1tQlyT8n4MrJdKFnRsMPOfS9E66oXGsz2NgLMf2nsA72p8LMTBqUxEz2bE+Qt+QjVGsNr4Q91yfIF+A8Cp2HC8dSHG6v0D/SJ72hiAfuXf1FPG9N9eQK/gVuYeOZ1jfGSpG5EDXtfkuGXfeuLY2N7ajONWX5cXXp+kuCtK72yN0t0dIZ13+4ZEhGmqDfOnj7ZwfzHLrdbU01AWory0TUdIESvmtrxZjasbm4OEZlKb47bNj3HtrA+sX+YCl0i6PPj7M0ZMp7ruziXVdMe65tZ6a6vJRq6kZm3BQ8Jd/e4qKuMWXP9U1/95zL08gdI2riz5dhq7R0RblQ+9r5oVXJjl8PEl3R4S6miAHj0wzNeNw9Z4q6qoDtBdNYF1X8o3vnyOT8vjjL63z5Q1zx/ky23pPcZls/Y4gJPJo2pyFg4dQAss0MJTEw0NHJ6ALBBKlPAyhoRNEComlvGIKUsPQBNVxjYmkDUhioSBKemiaZHDcob4yyPi0jaZ5nB/MUbHeDzu31QkyhTxCkwxNumzuSFAft0mmHcamJdGwzxaaqzXS2QIagkTEJBjU8TyHmaTN8KSgMmpiLBpEE2GDdQ0e/RN5kAKlm+QdRU0cOmoFFRGNU4MFUgVFddwoS7aqYoLNLZJk2mV42iNo6mTz2nxVX00EArqv4zo35lIRVtQmDCJlhKiWIdjTLXnrrMvAhKImBsGiE+fc2FWX0KhL+IQplQPHlUh5cekSQ5eYum/Smoisrvw2i1eiAHovMP08OgDTKUVVrFiRsEaMTEP/JGxu09hbJFZSwoZm5itOLxaLB/ipFLx6Cnoa8DVyJgTNYq/OZXB+XJG3NXqby/+etQm4eadYsYp0rcjmJWdGFO11cM0WY02Vrums5JeveLTUwDVb/C/S0fTOc5EvHHIYHJe8f3+gLMlcCVJKRicltpRUJ3S29xrvGtFKZyWvHs5x7GwBDfjSgxW0N1l86UPlqxGjYYPoBUEZ15WMT7vUVxvzJHJs2mEm5fG+G6uoW2Oj7pN9OcanXQKG5FdPz/Dhe+vY1BPhrhuWr4xcDoPDeRrqLDrbwswkl+rKomGDD97VRCyqI6XkP3/9NKah8R/+ty1ltyc0raze9ODhKb7zwwE+9QftfOHjHXS1ReaPTTJp89++cYZIRLBxXYze7ijtLWEqlqmkPHJ8lu/9ZID772pky/oEsWK3g3P9GUbG8jz70jiWqc+TrZ7OKH/2Ff/CjkVNdmxNcO58BseRvPz6NCPjefb9s1662n3y57qSX/x2hKNvJ7nqimqMxaO/8rMpl/He4TLZ+h1BWOXQpMRDIgCpGehSA+UhlYcmDYLCREkHKW0coWNqDq6SuCIAeChNx9AgGqohmcqiKY2qoElYk8zm8xTyki1tNVQEZukbT6MWzWQqo0ES1iyelBhSIUlQX6FRyOfxCgLwyZahgYGNpUuq4hUA9DQKjmRm0FBEgktDOKYpMbU8JoINbb7ASQhBQ7EaLWhJ8oUCmqsDS1mAZQhqEwLX9ZjJgecpKiIekzMOqaygMmb6rXWkpKUKxqYLnC84rGsKlx2ULEMQCymSOX9AFkKWNYW0DMGmFknfuOT4kMu6piDRNQ6Uwg81Eg/7qbVsQV2UN9di9DYoTigImoqTwx7VUahbRvOzGLYHtlsqRhcCmqskE2n/vXLfe60IWlAVhXiRGLXVaGRtGJ6B7mV63p4fh6wNXfVLq1aLe0jNGqou14KxGTjS56d/uhvXJui3LGirhYbqd7cyqyKikS2I0gFuBfhN1iWdTYLBMcmjL+bZt9nk8++PlXQTeKcYm3I5eCLP5h6TdW2XVkjw1Mspnj2Q5RP3VtDT5l+/d11bgSvXXkQxNePy2qE049MOH7u3hvtuM+i6RHf94bE8f/ndfgxN8ckPNtNQUz6qtnn9QgQqFNDJ5iWnzmWWNLEGygqaxibyjE85fp9aU9B7QZsfK2jQ3hqiuyPK9k0J/tvXTzEwnOOrn+mht4wLfk1VgJ6OKPW1QXZtq+Jcf4bR8TxPPDfOufMZPv3hdhLx8kStutJieqbAt/+hjyt3V/HB97WQy3uEi6nCU2fTfO/H/WzqjbJ7RzX33908f6w1pVBo6O9CEcllLI/fX7IVvUCVnMvBH/4h/Lf/9j9nf94hQoUkGhIJaMpDCRMlgugyh5QuQtNRVgzNTiOVh6sJTD2PVB7o/gXoIVDoqGmbhJv1zeqyLtFIFFUkQ67rEg5bVKrZkvYTQghiWgYXG01pKK8GS4coaQxt4TQxDEFUS6Np2rzQ3NAFUdP2w+yuOy8inUMibDIhHLTiHevCG3pDpUU+l0J6K1/sjdUBokHF6EQSpQnQjJKSbCEENQkBeIzN5JiYzdFQvYz+pcEiW5CMTxeYnM3T2RTFKBOSqYwaZAseozOKsWmbcL21pgGpoUIQCkAsAGfHXVJZSXOVRn3lxVfcBUxor/GtNYZnfPPXtaCtBlqqmJ+R521J34QibMLZCY3uupV1YashHIA96xaeS2BoShEL+p5p5bCrB6RXvmjAlfDSCf83uxhN2nJoqfH36fA531ts7/rV17EMwVWblx7fwXGX4wOwe/3a+0guxrYei20Xsfyxcw4HTntEQwFqKwTbegzaGsx3RLReO5bj0CmHW/eGaSm24eloMnjw9jj1lfolR8tGpjxyBVlCrAxDrHlwsW3J3/5olEhE5xP31VFfbTE66fDIE5O+cepFfufqCouetiDHT2fJ5iTRqK/PeublaT5wRwO11Rekmadt7r6lnpden+HvfzzAn/1h95KmzaoM2/r1k6McPZ7kY/e3srE3xolTKbo6FiJbQUvwwXuaeeSxYVxPMj7pEArqVFSUv4APHJmhriZAc2OYfN7lW//QR3VlgA/f18xM0qWrvXwlzsEjs9RUmZw5n8VVsL4nQVWFVVLxaJqCiak8B496/NkfbZgnYT78yqyLKHK9jEvA7y/ZSqdLHzc0wIMP/s/bn3eIQM4nQxJAKYSSqFAc5ToIZaM0E5XPIKSD0hSupiOCYaTnVzdJTcNUHjoayo1jShs0DeEVCOox8l7O91GREtf1MGRhiUtfUOawXRdNgOa5aEoSUDl0b+HmZBgGliosSe+bKoeSEum5lJu+WxRAybLNoYOWQUCz0dYQxxaahlSKaEgn6uVJz2QJB+pKCF5VzCSVzpDLZXHdwBLyB2AagoQhSGXyJDMOmbxNIlJeR9FcHSBgaIzPZBkat2mqja5KuIQQVBZ5Xk1MkMm5TKY1ahOrN8dejKwtOTFkEw7AptYgtQm5pKn0yvux8Djn+PovKwYbmrR3JVW3GJm8pOBARQhKepssQthaPmIkAEvwrvltGYago87X3K2msVsNGdsvmrCLjg+vn/SwTNja8S6agy3Cxg6TirhObaXG5CyEgqWVvJcCTdMYnnB55LkMn7gzRjTsVyg2v0M3/ZuvjLJzY5CzQzZvvJ3nrv2xiyJuEslUUiJ0qC8SocFRh/7hAvm8vGiyZRgQDpvs2hpny3r/JE+m/Uh4vuAxOlEgl/PoKArjH3tmnCMn0rzv1jpMkyVECyiezqXn7k37a9m4LsqubZW8dnCGhx4e5OMfbKOhLoCUvoB+NuVy+FgK0xD863+xnpOnU7zw6iT33Nq45Dc6fjKF4yruuqWBYNDgrpsbiMV0aqqD1JSZFCWTNo8+Ocorb06zZUOC993RSEXcZPvmBGMTef76u+e4Zm81N1xdS3NDkLtva+To8aW2D7JYaXlZsvXe4veXbC3Gj34EdXVw7bX/s/fkkmHmZ9CU9CM1nu/+rlwbpAOe7zGgSYVSLmqu3YedB2UjAxF/3iV0BBqhumay5wdQwkCPxHFmx7EKKUDDsCxELkMgN7OkobJZmAXHnScDQnkE7RTaotSelJKAneTC2vegk0a5cqmBEj5BC7kpJFrZ94UQBGUWTSpc28awlq80CgVNEloaw7UoKB3XdZb4DgkhCJuSXC5fNtK2GHUVFm4+TSGT8hXky6AiYjCbkuRtD9eVq/pmLUYiLIhYDlIq4OIiW0EDTF3iev5v/07SfpURQSLoMDoLWxJgrTWntUYYRUsQXVfY7sXvqxDMa8um0/D2IGxoYZ60XgqEEGztKH3tjdMKx4M9PaxaOTmH3maDjlr/uEspGZ3x9WnvFWJhMV9NeaK/wOkhSWudQfUqKdZkVvLYK3m29uj0tpSea1dsCBILa4xOSYKruwqsGc+8kcVxFJGwYHLGW1OE5NjpLMPjLtftjmIZgv1XREnEFs7H2/dXcP3eeEnF3FrxyBPjvHRglt1bYvP3sr07Kti2IUYwqPO1755nYtrhT7/QwUzKYfP6GD3tYXZtSyw7EdLQQSv9Ys2NYZqLVYWdrWG2bkjQWGfyzR/04bmKf/0vNlBfG+SPPtdFPGZhWYJHnxqlrz/L9VfVllpLAJ//WGeJ09WenVUrfs/+4Ry/eWqE1sYgt99YT1WFxd7iOoYhiEUMomGd516e4OkXJvj8xzu47fry+X1N00pkJZfx7uMfB9n61rfgk59cWpv7ewS9kFl4Umx0qJQGTt4nYUKgCR08X4SjpIdWSCE1AU4B0FDFqkGVy2BmplG6jl7Xiuo7gYYE3R8d5Nk3sXLJErLlZlOYqQmEUgjdRFhB3NE+zNwMmrVwZ7azKQK5aTAX9B22ncdKT4FhYgSW3sXtdBIzn0TTzbJEys2kCOZm/G2uQgCkdNHcPEp5hJUEw8Qqs01LFpBeflU5uWEYCGzsgiobdVtYTpAIQyaTAy4uTCKEIGBCNuuRL7iEL/Q7WGXd+rhiKuWQzunEI+/M+DNgAkhsR0MGLi7KthoiQcHVvZKz4/DaKUl3o6Q+cWm3GOnPOd4T8x9XrtxI3HVV0SG99H5iWYJUVvLiMV8D1rlMqvTdhqZBW71vursaJmYkh067eFItIVsAvW0Betve3f2riRuksh41VYL9O8Nrmog8+VKKI2cKdLYG6GwOcOd1pZYFhiGIXuLEYnjMQXqKq3eV+rLMObffem0NJ86kkFLy7R8OYpmCP/78KnlrTS5p17MYkzMOR47P0tYaZNO62Ly4HSipPLQLHtJT8wUxixG+SGK5vjuG48LxM5kSvy+AqgqLf/6FHlxX8l++foLpmfyy0UZNUHSP//0dP38f8PtPtvr64Omn4Rvf+J+9J+8I3vCgP7AoCZ5EsyxUIARO3tdeKYlnhNGcLHgeQtchHEFzHRAp39Q0EERZAeTrj6PrGlgBdN3AG+9HBAJo66/CtW3E+WNgBtCaFwQ37tQIYmYCgULUt2MYBvboaYz0LHpD9/xyYmYUkUmixUzk5DBU1uP2HUXPTKFFa8oO3nLsHEZmBhLlS7ad2TH0/CxCX0NJvISAnUazInhuARxRliRpysV00uDZwPLTeCEEMQOcXA7pOghreTKj7ALCtf1UKWsnTAA1sQBjhSy5fPaiyBZAwBQoKUllC++YbLXVmFTHFKmczeiAQ2tN4JKiB8shEhRURTymUzA4CfWXKHavjsHVvX60q1yT6vFZxfkJ2NgM4eDFDRJ712nL+oHZjuLZY1ATW143pgDT0N5RlDFvS2azrGoOK6XfUH21KNpkUvLWaZfNHYJ9m0x6296dYzqblqRzkuYV+knefFWUY2cL/OKZFImISW2x997AqM3Lb+W4aV+EygsabO/eFqbgQTS8chr2yMkMoaBOV+vaQ3E37KtgYtJmZNzh+TeG2LExxtYNCxMk3dB46c0UCMHN11QX25j5OD+YpabKIhwq3V8pFZrGkhT+2fMZ6msCtDWFuPWGemqqLH779Bjbt5Se+FMzNt/+QR+hkE5vdwzDWvn4zMza/PaZMa7aU01zQ/lCAcMQ3H5DHam0wwuvTRKwDK7ZW5pvzOdd3nwrSWWxOXdZqPKatMt4d/H7T7a+8x3Yvx86L15R606NI0IRZCYFwRCF44fRozGszvUIy0JKiTvYB7FKcq8+hV7TQHTnlUjXxRkbxpueRNTWk3v5SWLX3oYUFu75k4i2bgoHX0FlMxjtXRjxCuyTR9Hbeym8/hzE4uT6z6IpiRFNoOw83plzoBRKSkBhmBZaJIKXz6NsGy0YwtA0PLsACrSAQai6GjeXQ+ZtNMNAExoimkCTDsouoHSD2K2fpDA+Dp6L2bMPAbiTE+C6iJbN87+FssIwPgJIVMd27HwexobQCjmM4EIex5udQs/l0KJgH3oaY+v1aGcPYeSz0Lr5wp8YADl4Cj07i7GI3C2GNj6AlZpExFYOm/s7KhH5jP99nBxaZX1ZgmZ6eYSTRlslpyGlRMvNYrgOQqx84zecLCFVwDAvjixJKZGejaYKSO/ic0+xsElthUOuUGBqNk1VYhnL+jXAMAQJA2xXY8KRjM0WLppslSM/AINTDp70CV08LN/x7XuOaB0e8KtgNy0y3HYlFFxwLlHUu5hoSQmzOUiE/Ox4LLi0R+YcYmHB7Vdc2mfOIZ2TPHHAb091y045bxpbfj8Fd+0zVu23ODbt0Deq6GrSufOqS/T1WAQpfU+pZ970G3l/9PbIfFpzDpOzLv1jDls6A6xrNfngLfGSJt8T0y5D4y7pjKTyAvPfvVtj7N1aGiGWUnJu0KGx1iQUFNi25DfPJ6mILZCt6VmXR56c4srtEXo7y+eXN3RH+eqnguQLLs++NktzvS+0s13JI4+NUV8dYN+uOFt6Y7QsMi89eTbNN77Xz9W7K3jfbaXu9IKljaj7BrP892+c5pq9fnXfLdfVYduSG/bXUlNl8Zd/e5r9e6vYvrkS6UmyWY9r9tZw1RVVJTq0c/0ZHnp4kA/c1URPp39tj4wXeOPQDIm4weh4nk3rE2W1ax99oB0pJf+/vzyBZQoiIZ221jBVxRRlOGxw3dU1xGMWh45N89jTE3zkA60lhqzgVySuGLq7jHeM33+y9e1vw5//+UWv5sxMMv6X/xciUYWcnUavqsMZ6gOngBYMU/3xPyQ/0EfhwIs4szOoyVE03QDDJPmzv0NOT/gbsgsoFJmXn4ZC3n8u5dKArG/xXnJCK8C+cLm5/SPnuzECfng3w4JbjL8tZzoFqmg6quGPTskMIhxGd/JouoU7NoQ7PY1SCnn4NQpPP4xKTWOYBrrj34RyB57DOfIyKp1CEzrayHkKh14Ep4AeDiPCRZ+W5Azy8IuoQAiRy0DBxvFc5MQoCEGoZSmZKvS9jRgfQDMsqKpf8r5byKONnEYH9ObeJe8vhpQu7sBxjEIKlaiFyVk0r3w+SOQz4LpopomXmkQLRBDW0tmxEAIrGERmCshsEtdzMRJLI3RSSrAz6Ggl70np69RWSn/mUtMUUkni4TCh5TpRrwDXk9j5LEL5bZik9AsNVtKizSGVyZHO2tRWloqWaxNBLF1cUtuZwUkH11W0X1CZmSuoeW1ZNCjI2eULIi4GEj+acGFEobFSozahStooXdR2JQxOQSIM2QK8dR62tEJT1YIn2XuF0WnfdqSt1v/81RC0fOKxHAbHJW+eVOzbaNBe/+4I9l8+4nC832HfJou2BrFEzpjNSw6fcnjrVIH6SpPGGoOO5tJJyLbeID1twTW79p8fdvjBr6e5ZmeEa6+IYVmCB26vImhpTM+6vH40Q0u9ycSUy2xqZZZdETcAgy9/tIm33k7TN5ijusLk9LkcngsfutfXLtmuxHUl4aDBE89NkMo4bOguM5nRfJNX113k2SUlybTDyHh+/iXLEtxybT2Dw1kGhrI8+axHV3uMmuogf/bV3rKpvGTa4eSZFEMj2Xmy1dsV4Suf6eLE6TTffaiP++5s5rqrymcGhBB88RNdDA5m+fYPz7NlQ5xPPNhWbGAt+OLHfWPUr//dGQ4fm8W+u5RIasji2LTiT3oZ7xC/32TrhRdgcPCSqhDd2SncsWEYGQahIeMVPoFSCi0Uxc0kSf7kO75GqqkdXA/leuROHsFLzqIyGXzS4/9jZsqPShUr6ubP28VNp7QLns8vUzpgaEveK846tEXLKlXs6Ktwg3Nd2z00TyLNEEZTF0ZDG+lfP4TM5dHMIHLgLCo1DRrIvbcQ2LTb/y1GzuGNDgKgR/zpvTdyHi0YJnD3ZxCxop5C+s371MQobjZD4Ko7EelZCoUc6BYyOYWoaSr5LkroftpNgt53DLbuxxk6gyzkCHRuBumieR7oBla8NLIlsym84dPoTT2gGzhHnodsEjQNq6YR0dQF1tJZvHRsyMwizABIidP3NiJRg9Xq1/5LKZHJCUQwgghGMOI1KN3ASU8hM7MYoSgES0dBIQThunYopMG1oUjc7JkxnNQUwbp29ECoLLHQDQszEEDaGQpOjmC4fGRqOWJimQaJWIxQyK+sTCWTZLJZqqqq5vVquVwO13WJRCIXkEGF56miqUjpthPR8hG6TM7G0AWBZVIduu4b6F6IrnrD/xQhSOck58Zt6hI6dWvQGpXDZNLl/ISiu0Eva7dwqUQLfK+v0yN+C5+Oet8mo+IdVPvZruL10376cV3TyvvVXu8b8NYm1uYkf3rI5cAZxbVboK5M2tEy/YhbVZkI2WxGcm7YY32bflFVffGI3xezvcFYYsJ6ftTlVy/k2L3B4O5rwtRXld+uEKLEAPWRp1M4ruT+mxdSbONTLpoGNZUGDbUm110RYV3HwjXdVmzzc/BYhpfeTPGBW6v48kcbVjSGtW3J26ez9LQH8SQ888osPZ02f3B3A3/4yVYsU8wXcDz08BDD4zb//DMd7NqaoL01TE+ZiJnyc20svnnX1wbZ0BPl1NkMZ89n6GyLkEq7xKIGzY1hbr2unt88PcrgSA5D18jmHLZtqlyy7UjIoKbKKmmDdeT4LLouuGJbBSNjeX7x+AjVVRab15fPy1fEDaandbZtivPGoVl2bU2xdVPpsuGgQU21yZPPT/DAPcH5lkJzwX/t0udEl7EG/H6TrW99C+6/H2KXUNet6X71nJIgBSJagSd9RW7NJ/+IYHsXk47tRy0i0fnUiVXfite7mfwrz5SQIhWugOQ0qpjbn+NGJQvJRc/VBe/NXWdCMD+OFaNh8/xMMe9VpYrrawrIF1Ca8DdnKsTUFPlMloCjcHMpn5QZIVRqFhyfMOnCRBQJhWdF8FIptFgFoWvvwRMGzgu/RXMlRmJBA2BU1CJvfJDcD/8KUrMUzh0nsG47JGrALuD0n8CoacKdGMI+9CLW9msx6tuxlQZItEp/Nukceh7S07i1zRjRCuTWa8Eoivenx7CPvojRsxNNF6jxAbxYNTIzi8plwM5jbLwGI768q7QzchaSU2iBEBgmemMneijmH8P0NNIwcPuPIyrqsFrXY8UqIVaJtPPIWPU8kZJSojKzaKEYwjAwDJ38yAhIj0CdrzIWZgjdiuBODOIiCTT3LrW2iMQIRmLkM8ll9zmXnMZOzRCpay5JU0op8ew8kcgCkTNMk2Cg1NIil89j2zahUCnhS8TCxCKlZpWu687Pei+E7waeJWDpNNYsXFfJTB7bVVTFAjRVlc+xCSHm6Zxl+lWY0TIu/muFLhb+1oKcLRmYUjRVaERWMZ+NBmFru99+Kmj5rvorYXwWRmZgfbPfXulCSOlHyAprCFwauqC+OOam8xLLWNlcNhzwI2DL6bZqKwT3Xr2UOEsp+c0rBQYmoCqu01q3+r7NYXNXgM1dy+9PbYWgplJnaMwjEChvH5HJSTwJ8Yj/nuspHKe0EOVHv53BMDQ+f7/vp3X1zvL38s3rQlTEdZrrrVVtJZ55dYZfPzvFg3fWsnd7go9/oIGKYmeKaMRgeCzPtx4aYv++CpoagwQCOkLAnh1LidBiXFh/ZTuSD9zVwjMvTZCIm7x9KsXf/2SAD9zRwM6tlezfV0NTY5C+/jSvvjmDVIoNPYklBQTdHVG+8tluqquDpNIup86meOTXwwSDOn/21fVcd3UtSkFt9fJ6zUPHZvm//8dJdm6Jc/1VNTQ3LZ2E3nFTHQNDWY6fTJNM2fNkSwhRFMhfDm29l/j9Jltf+9olr+pJiXQdMCxwbeypMd/kU3rIXIZC3xmk8kOr8uwpXyQiYOaZR5G6CW5RkyLwz9HJiXkCNZcpnH9/LuK9mGgtfr4YShUv6rmIVnHx4sWg5laUCnTN52NCByXRhEDzNCQewilQGB1ERBL+soU8KhhEuS4a4Az1kTt+ELOyBvI5UBoEwuT6TkImjdIEynXJvPw4kT3XIwz/Zm41tJGrbUH1n4D+05jXvx/txg/jHnwaNTvtp/rOHEGeO4ZTWYuoaUJW1GOs24HZ0oM7PohKTkEwtrDN9k3zX186BeTYAI7nEdh/H8aWKFIp1NGX/O/YsRW9avlRw03Pos4cQAtG0Ru7EIaFqPajbe7gKdzh0xjtmzHbNqAFSmewwgrOpxqllMiJQZzxcxj1XYiaZrRAmEBDByIQQbo2zvAZtGgV4cZ2CqPnUWppW5DFCEZ84UohNY3MpgjUNiGEfwlqmgDhp/UWD0b51Az55DTRmkaskE+OQ6EQoVDpzTQeiy2bWlxMqmzbZnJqmmgkTKzMJMUwBLWVYZSS2LaLVWQW6ZyL7XpUxAJrahhkGYLWmovTts1BSkk6DznHrwBbq9liruC3EIoH1UouHvO4GO+tqTRMpKDDKU+2gpbG9VvURTRT8n3Jnn4L6irhim7JwARURJf2qWysNmi8BPNZCShNo6VOo3HR3MQttqGqvITekwA1FQb332gwMeNy4FSevAOOIxmb9ti1caE36iPPpMlkJZ+6N45hCD5w09Ku7dfsDJfo5yamXSpiYgmhMgxBe/PqB9V1Ja8eShKL6NRVmRw5mWFjd+kEJGAJ+odzPPuy5F9/pWd+vZWg4d/X9eL1dexEiu/9tJ8H723m03/QDvjmqE11FlXFyYhlCb9Z9G9H2L+vmqv31CxbqdncGMa2Jf/payc415/hY/e301tMZzY3hPjoAyuXkM4mHQxdw7IM7ruz/MzhxOk0rx+e4bZr6+YtK2Chyba6XI34nuL3m2y9AwjwyVTBRtM0DKVh2zaaaWJW1jL0n/53lOOAaUE6BUi0eA3e2ZN+3biS/lkqTD+9xoIsqwSLx9+5Unbtgv9zO4QGnkJp+C7u2mJWVrwUFKAp34/L9ah54TDh4QlEwcaNR5jeuxntk58huG4Tyb//K+TkGJoZ8L+n56G5HkSjhDfvZuZHfwMahK6/F61rI97MFN7zj6ElqtArG1CZJPLcUeSG7eROHcU+fpDQtr2YXRso9J9AZbO4547jHHoBogk06eEOnEZv7UWLVeKcextvbBBhF1BDZ5ANbajMLEiJ0bVpPrIGIF0H99RBvEwShA6xSv8GGa3AO/UWyimgBcKYlfUlhAjPRSyKBHln3/Kjd93rMVt6kLPjyFAMXAd3+DSYAUSiGnFB+tHXZOXAKt6Y09M4w6dQ0Ur0uD/SCSFAt3AnhxCJWmQ+iwj43yFQv/zNUNp53MwsRqIWIQSykMXNZwh4cj6zF4wlCMYS5KdHcdKzRBo7EIaFFYqiFKuK8lfTb6VTs7iOQzgaxzKt+UGjnNg9ErIYGpsCpWiq9797XWUYqVRJk/H3CrNZRf+4S01CUBmFwAVfPW9LcrYf7Vm83xUR2Nq2euXeYtiu3x5rtWhJdyO01iwvnAc/rTk67ZvHdqwhihSwoLHKT2XOZv0G4e21cEX5OpKLhiEE9+235h/P4a0zLgdPumzuNtnWdXHpxcWoqTC47/owpgEvHcoxMCrZ0B4gXsySr2szya/SwHvrOv/6OXYmx/Ssy0uHcuzbGuaanasXgSTTLgVbUlu12HRZ8MBtdViW4NWDSY6fzVL/0SZqisvYtuT46Qx7diTmC0Nmkg5//ff9bNsY5fbr/QNXsCWmUXp+KRYsQyoSpt/nMO6fbFMzNv/w00HWdYZob164r50+k6G2OsADd7cwPJbnRz8f4M6bGsraPNiuxPOgtyvKNXurypurLsKvHh9hYDjHx+5v5ekXJtm8PsHnP7EQjpRS8tJrUzQ1huhojdDZHqWtKUxlmapEpRanXS7jvcA/WbKlFCgp/UiPYeLkC8WBRyN54GXcmWk0KVGOr4tCCAyhI20HJYsmo+BruQCkLLawUWhzJ+1iUjX/wQvPNQAJUil8jaI2H9VSUi4QMHxityCT8cNnmidxQwGGbr8KLxYmNDBG3W9fgf/8TQrCReVy/uKGBYUcyggQvPJaQpt3Y0+MISfHEUJQePN5VGoG7DyaFcDq3ULoqltJ/eofUNEa8sfeovDSo5DNkA2FiN/+UezDr6FX1KBX1uBW1OAmZyEQxHvzeYzqeswd11A4+DyaFUDbsAvOn4BcBr2pC/OKW3DOHEJJhdXag6iohXwW59RBCEchEILUzMJvpmtolfUYG/chInGfvJw9hMpn0PIZjJ03zxMwYVp41Y1YTV3IbBL78HNo1c2YvbvQGzrREzVLiBaAmh3DO3cEUd+BZxho8TqMmlb0qoYSYb2bmkJODmHEqgh0bpu3aJeO7dt0hJfO3p2ZcdzZMfRgBEJRAlWNmPFqnOkxMA0ClQtGg5owimL7YsrQsjCs8lWa0rUppFMEoolV/clcx8FzHAzDoLraT5c4ts301CShSHRJlCseCZUkFcq1MloJU6kcOhqJ2MUXBESCGg2VgoqoXja9Np70mEwpepuMEvIjhFiRDF0I15Uc7PNTiZtaVl7WEGCsYdtnx/3WQM1VlPVSKt2mYJcfWEFKyd5eP7K1GC+fkHguXLnBj/BdbEudcr9fc61B36jHGydcokHY1PEOCLSCnz6Vo7FG45Y9IeLRhW1dsXFtVZFSSp58JYPrKda3m3Q0rS0i+rPHpxkZd9jYHWDPlhj1tf56vV0+2QmHBJvWRaiqWDgQg6MFfvCLEbasj/LBu/zrzjA0EjGDYDH1nEq7/OU3z7K5N8q9xapEdUHgq7E+yOc+2jH/PBwUxGI6z70yTUdbhJ1bKhECPv2RDpSUhMMGx0+lOHBkll1bKzhyPEVvd4Te7oX7RTRs8L9+tRfLWhrZK4d01mF6tsCPfjFIQ12AO25qKCHO07Muv3xilN6uKLYjyedd/t2fbiJULsWuNC53on5v8U+WbCE0pOML2pXy0BwX5UiU55uIaqEYcmYKnGInX03DmZz0/amyWZTrzuumFmX8gAsy34qlqcS59QQlka8SUf3c/8UTjvmKkWIyUdOY2NKNrutoSpFtrsWNRdFfew2nvcGPfilQhQKaVGiGTvyOD2GPDJB89Ed+6xvdQo2PopkmOA6BvTcS3HkVRiSOKmRx3noJVd+Mqm6E7GmUbYOQ6Ika9MZ2tEQ1oroR7+ibEAyhR+MYbb24xw+ibAe9qgG9ZxMiXoszOoAZr8Ro6UaOnMcbOk1hpI/A9ffhDp9DoaMrDWmGwC7Mp9PMzq2YnVuRrovMpZFj51Fj/chIBUasCsTCaSzDFTAzAfkMUhiQTaPc89C7C7Nl+TIzLRhFq6jFS0+j5ZJowRh6OAqBUtW0Ud0M0QoIxUpmvc7IGb//ZKIWTTew6trn3zOr6tHDUbTitoQQYFjY2RmEGYRFUpFAoppAYvmckWvn/chgMEwhmyE/O4luWlhG+ZyYaxfIJqcJRxMYVqBknzUhMEwTo0x/nGhk7fYBUkomptMELJNELISUklTGQRflydZy1hFzsAxRVgg+h9q4TjT4zh3chfCjYRHL96nKu9C8jNh7rdjaBo7nEy0pYTLtW0kEV+EPQghaysgQXde/Bb1wDNIFuGWHfMfRxfpKwd1XBugblYxOe7x4xOGqzaU/ppSyWAm68mdFQoKKmMbxPheBoKft4lPHQgiu2h7msZfS1FRZNNf723jjWIbKmE5nS3nCvmNjmOPBLG+9naUqYc6TrTnUVVvUVVsMjuSZmHbYvjFGa2OA6qoAw2MOrisxDEE4KHjfbXV866FBgqbO9k0xaqosKhY7vAuBJhTaMhLEYNDgI/e18LNHh6hMWPz3vzlNVaU1n2IEuOm6eq7YXommwa+fHOH46Qh/+s9KJ2cXY2z6wN3NuK7k//xPx6mqNGltLr1XVRc/v6rS4t/9h8NIqfFf/7/byxM5jSVdQS7j3cU/WbKlXIn0JASCYNtomQwyEofkDIXhIeo/80eM/uzvcY8eQTN1lBmATBbNstDqGpC2DeNjfpsDtUB+VHF2oImF1/HmHHovwMoSn3J7XfpUgFIKT5NoUkPPFzBmUoyfPoSaPg8dvXD2BDgOSgiUgpkffINC/xk01yVw5c04J4/4mijPhXyB3MtPUxg4hx6O+Q2DN+zEau7EaGol9dDXYHqc2e/+d9TsFFZVHc75k9iHX0Fv74VYApGcRMSr0IoRKG/oHKrvLM7sBM7R19FjFRgt3WiVNcjpEcS6TSAE3vnj6IlKAjtvwDlzCOnakE1B1K+okTPj2G89ixQGwilgbLkKs7JhPqIjs0k/7Tk5gpZJ+lVxVhAq6iCf9m05QktTE751g4sIRRGd25CFHDI1gXv0eZASa+u1sMj/SxgGGEsrgvR4LY4QyLF+EDpGTetC2yPDQlxQ+SeEINjSW9q8cA3IjpzDy6YJNa8jEE1gmBZ6YHli5Dg2hUwaMxTBEqXLGYZBVfXyhQblIKXE8yTmorCNlL5mR4gFEtVUEy2blHBdycB4hkjQoLby0vyggpYoIS95W3Ju3KU+LqiMrf2WJoRgXTGoePi8JGtDfVxeckNmKO34lMzBm2f8htgrRc6k9AX4lVG/sGAxrtrg/z/WD6Z+YT3p2jCZ9FNii7VglilY1yI4PuDheUstOn77ukOuAPdeba5YMRmPCO6/Iczhsw61iZWLIX75XJq8rbjvhsiSbXa3WvSNBAgYgtFJl1hE8NxrGeqqjWXJ1tbeCJt7QgyPO9RWL2XeUkqOn8nx7KszTEw5dLSESMQMPvehZhzHP85vHpnlsWcmueumWiJhnWBAEAwafP6j7SXb0uZEWysEf0bHC4xNOJiGRn1NoJSsUTxva4NMTtsYukYqZb8jaxQhBMdOJslmPTrblpbS5vMuh47Osn5dlOrKAMFA+YiZkmppBuYy3nX8oyZbr7/+Ot///vf5i7/4i6VvSoXyiieZ64HQ/XJ2TyGiCWK79jDx25/jSIUSBuRyvp5KN6i5/2OM/df/4G9j8dVn6ijpJ/WVVCVRLIXyyRiLTuy5yBWlz8sSszKYI3YoiVKSpucOkuppId33NtpoEC0YRjW0og31+f5ZVpDckTfRCnmIVRC740Owd4zM8bfIPvZjQEAwhFFRjX3wZUBh1jQSufJGfxcf/BJuLkv6ke9AOknhzRcw4hVoHRuQ595GF4Lo3Z9E5rNkfv5tlASjpR29ug4tEMI9dZh83wlCkThyehzGR9A6HYRhEdh3Oxh+hWRg237yJw6Qe+x7BK64GaNtHegGXjYDpoHWvR1R3VRaYXfuCGp8CBGKoUUrEMEISBdr+w1g5xGLiJYzcAJyafTuHXhnD6GS44jObQhNQyRqwatAC0ZQkUqILE0LloM7M4KanQBNQ78g6nUhpGvjTI1gVtTNFwmsBXYmiSYM0A00/Ju0CK3cOFDgV7C+W0qrZCpNNlegpsrX1LmeSzBg0VhX+juZyxEW4Q/078R9/UJIBZ6kpK/cVMq3FKiMru0W19Pg18BcOBitFoVbCdEQrGvyI1uTqeUF+ZMpePWUv+z6C7TNc5+7ub3MimuA40qeOugRCcEdu5d+h9t2myWfMwdTl4zlFMmsTkV05e8uhGBb9+o5Vin9Cr5nD2TpaQ2WuNLHowb33Zjgaw9Nousan7+/igduq5hPeeVtX1t3ocBcCEFzffnPHp10+eGjE3S2BLjrxjjZvEciZtBYt7C8dOF0X5a3T6f56qc7Vtx/TQN3BbKl6yCE4ke/GGLr5gS3X7/UVxDg8WdGUcA1V5b3zVorkkmbH/9iiFjU4Nbrl4oEJ6dt3jg8w3TSYc+OKq67snzEXPg3ictpxPcY/6idNTZs2MDPfvYzfvSjHy15T1HUbBVslJSImjpIp3zqZAUY+YfvUBjs95+73kKa0LSYeeVlVLEaUek6SvmPpVZ8PPcnS//k3GOlUEWyp1TxT8riaxLpekv/PP9PSX/dkueepPGlwyihMf3FzyJtG5lKomamYHzM/xzdRHMc39ZAgZIeRjiM1daFNzuFKhRQ4QjxOx/E3HcDSnooz2WxnZLV1oMZr0ClkyjPQzS1Y9S1YFbVoxwXa91WALJvPIczOojKZ5FjgzjnT2G0dBG4+g688ydI/+q76Bt2Y+y+AavZF3SKYgSr8NJvcIbPYYQiKDuPPXoemUtDKAaZGRgbwmxoXzI4GG0bMTbsRt9xHcbOGyEzi/3MT7APPw/hC0a51LRfESklhGKoQAT39AHcU28iXRcRjhHYcRPBdTvnqwWXg7TzFAZPoSaH/PRhzw7Mtg0rr5NL404OYScnVlzuQrjJKXBtYu0bCMQqyy4jXRu3kJt/LnQdDYXnLGefe3GwLItwKIBhCJLpNJNTs9j28lYSF8IQgqaaCImYP+DZruT8aJqZVH6VNZdHOCDY2GxQHVsQ/Q9PK0am1z54BC1BtIyW5digb3h6YbPztcAQ0FnnW0YcOAupXPnlEhHY3ArNa6g4HJ1WjM+u/XuZhmBrp8amtqUTuMFxlwOnyn+vnhaLgi3oG1m9A4O9SiXfHO65LsqNuyMcPulw/Fyh7DI37Amze1OAU+cLNNYaVCUMpJT8/c+n+Idfz5Qsa7tyxeNSW2lwz41V3Lq/iiMnMnz7h6OkMy5TMzbZvD8p3rw+ysZ1UXTht/36wc+H+O1z40u2JYoTZ2OFefCm3gR/8sUezg/meOWN6WWXu2p3NTs2J3j8mTGOvJ1afoOrIBo12LYpwcxsgdNns0veb24M84ef7sb1JL96fJhUprwBtFS+zricd95lvHv4R022IpEI3/72t/nKV77CyMhI6ZtzBCefR7kSLV9A5vOoYIjYzn1M/fzHeAMDKKnwcnkkGiocRc6myD/3uL+uJ1Ge31hUKYXKZn1is/hPLnrsyuJj6T9eTMbc4vtSLZCxuT+1sC2/9YtXFPgrpOvS8NoR9HyBwWt24CVn/AicAqXpUN/sf1fbQeYLoJt+dC3oV93JfG5B1J3NknnxSXK/+RnKdSFSQfyejyDz/kDoTk+gNM1vfK08Kj/wWayWTt8IKRLH6T9D9uRh7FeeQJgW0Q99Eb2qAS1eCa6LN3jaT8klZ3DeeJrQtmsQlf7sTqZmcM+fwh44iTcziWjuJnjDA4hAiMKzj0BmFoJRsEIUDr2IM3C65HCKaAV6fTvGnH2DYfrmozPj4Nq4YwM4R15EOjZa+0ZEYwcAZlMXIhCCXAbqOpYVmstsCmkvJQTe7Dhq7CwiHMNs6sEIJ8o61ctMEi856e9rpALNDCBnxlcdxBe/H6xpItTgf8flkJsYITvajyyWTWnCQDdNtGUE7nNu9OVeT6dmsQul3zkcClKRiBcNK4PEouFLSrvNpHIMTaT9Ccg7bBPiSkneWXguhKCjTqe97tI8vqSU9E96TKY8QgFfQP9O0FoD3Q3Lb8cyoLPB9/4qB9tVSOn/vXEGDpy5uM/vbTFoq1t6XvdPwpkRRbYMz22s0bhlt8n6ZXosuq5keNLjtWMFvv9Yjpn02ghXfbXBA7fEuHqbn0K+8Nxb3xFiNq346RNJBsf9c1gIQUu9RXPxOwyO2pzpz/ONh8Z55KmZZT/LMAQ7N8eor7G4YluULetDTM4U+Po/DPGz3/gTnWBQ56ufauP9t9UylXR5/NkJ3jw0u2RbnvIDPxcK5S/E6KRN3vYwF/VbnJy2mZpZmOy8+Nokp85l2bQuRuMyUbm1QAjBnh0VJNOSc/3lPfyqKy1Sab8xubNCWG7O/uEy3jv8o04jAlx55ZV8/vOf5wtf+AIPP/zwfIpO04ruDVIhhCA/NuIXHYaiWA2NqILtRzlCYWQmg2bbhK+4kvyhN5F2oVihiH8VKl8DthCKLbqNzpl2L86HLz7fvWXeU0tfn5MMzD3RpE+omg4dx0pm6LtuF6DhnDiOHg6BaSHzeULVNdgDZ1F2AakkmlKIQBiRqGLo3/8vBHo2YY8PQ1UDJKdxRgbRDBPilZht3cz+4gd4w+eJ33Y/sz/+JlplNVpzN5puIjMpCmf6KZw4jDcziZbPoJIzEI1j9Gyl8PLTuBPDGJ6LrG7EHRlAb+5Gr6lHFNNzUkoKx9/EeetF8Gy0cBS9zk8RivpWCscPoDIzSNMidM09eMlJvNOHUKkE0O2L5qeGcY+/jrlhD3qtn4cRoSjWdQ8gZ0bxJoaQ2SRacgKcAmpyCHXuKCIYhaoG9NpWsELoxSibdG284bN+JWIkgXRs3OOvoEUSiN7dJeeXFqnEaNuMqKxbMQrmjJxB2Xm0aAIhDN+1Xjrz0SDp2shCFhGKL7yWz5AfPo1R1YiVqEWYVonNRTkYsQp015nXghmWRbxMJHAOmekJXNsmUV+alrULeTLJJG4ojBUozwIsy5p3sL9YOC44rochBO0NqxtezYmZy2F8xmUq7dFZHyAc8JdZzdR0xX3z/GhULAgbmt/ZfHR0Gs5P+pGrS5HmpHKKF475rX02tmrs7lGXpGM+P+aSycHG9oVzdFePYH0zZdOEhhC0l8+CAXC83+W5Qw7rWwWJqIZxEby2odrfh/Fpl588keaq7QG29oTIZCVTsy5beoJEwxqN1Qv7ets1C2nqnz4+g5KKuhqDqtjyVRL5gmQ25VJfY7GhK8rjz89w8lyOreujNNYtnLfJtMtPHx1j47oQTQ1Btm9aKh1QxQnsHIZH8zz86yFuu6GezraFVP7gUI5wUOfqPQs6z6//3TkMQ/CnX/ZLT5saghRsybVX1lK4oA3Tm4em+e0z43zyQ23U165eyVtZEaC6wuDgkRRTM/Z8T8Q5nB/M0j+YY+umBFNTNg31oSVWH0KIoln25TTie4l/9GQL4N/9u3/HlVdeyTe+8Q0+//nPF18tRpg0Del6mJEKXPrxxscY/dZfo1VUwdgI0vF8bRcaztQ0Mm8jPeVbLygAP5WnCW3eAmKObGlKm3eU9z+ySMK0ucdcUG1IqfBkseZLLX1u5vNU9w0jhaD358/Obyb1lS+Q3LOL7KM/I3/yJFoghLQLCNtBCwQJX38nytTJ/vKHONNTVNz2fnIKXM9F5XOQzxO54wFiV9/I5Lf+CzI1S+HcCbzkFJppUfvlf4MIhcm9+jSFI6+jXActFMLaso/8mSOIWCXCsnDOn8ZsakWvb6Vw+GXcyVGMjg0Etl+/MLC7LvLMUVRqGi0SI7D3VvTKegqnDkIwipGoBF0ggiFEOIaoqEWva59XEjtvv4LXdwKVT2O09EDtguhFBMO440Oo6RH0Xbci2jYUo14dqGAUKmqQs+OgG5jFVj4AZGZRQ6fxwDeF1Q20uja0YBTpungTA+iJGgiEkWcOgmFiVJe2KboQZmM3ynPnCZlV11ryvjM5iDczTrBt04KQX+h+P84L+mhI2wbDAOmSHxvAiFX6LvhAoIzGbKX0ntANdLP0hm8X8qSmJwmEgkTjS4sBymE2mcZzXSoq4mtKJ1YnAlQTWNOyqazL8HSBxsoAsTLVWvHia4vF5bYryeQVibB20XqrgCnY2CzLmpcCFBzJ6CzUJ/xlV4LtQc72NWWXAlOHWBhixVqC2sSlhR9ODCiSWehulvN6uf4xycCE4qpNKzvYl0NTjcGWDsX2HnNJ78O+YZvTgx5Xbwss6+HlFnsSBiwwilGgFw9lOXyywEfuTHDFpuW1iLdeXewf2LF8f6V8QfLwbyc4O5Dncw82UFNlsWebX/Rz5a4EUkp+/vg4lXGTtuYAw+MFNvZG+NMvdZVtBaRppcV6symblw/MIHT4wscWvK12b0/wq8dHee6VSTb1xqmpDnDN3uoS7fn+fbXs3wd/8ZcnsB3Jv/7nvQyP5kHT8KTCdiSup/jN0yOcOZvl0x9uW9ZzKxY1eN8dTbzyxjRCg+/8oA/HU3z2Ix0AdLSG+eSH2picyvN3P+7n7lsd2prD8z0YoRhd1C5Trfca/yTIlmVZfOc73+GGG27gpptuoquri4GhYTK2Q8gwUEqhx/wUlcpmyPafx2ppJZdKIWeLIWUrQOHoYeZd3T2JKnptKc/z7QeK+qk5dqWKswVVjNFqmmLeO27OKV75FYVrFcUvhm1ZHLz9WoSpg/CbFCMEHf/rvyH/3/8C5Th448PojS2QySLdAlooTHTPNYx97f9GuR4ojdDGHeQnxlDnzyBaO5FnjuOceZtcOIyybZRUOOdOo7d0+ZVvuRxTP/sucmqM0HV3QiGPc/ow6ScfRg+G0Jo7cPrPErn2LszmDgDSs0+ismmcA8+RmxoldOMH/DRmaprAjmvR1+9AUwqrqRM5O0Xh6YfR4lXEHvwKUrrIoT6oqkeEo5BLYr/0POaWqxCJWlTFFF5Gx1NLT2ijexvkuhBRn4Q4599GDZ/F2H49SHDeehal6QT3v39hpVg1xoZ9EPEjLkIIRPM6ZCaJTE2iBk/gOQXM1vVoVXW+se0qEOEYMp9FpqYRsUrskbOozAxm+1aEYWAm6tCMYInVhLCChNo2lWzHzaYojJzFqGzAjMTxnAK651z4cWtGpMKfgUvXxXVd39dLNwgEIwSjkRXNUl3XxbYdgsEAjuPiXgSjWI4AzWmALGNBA2YagrAlMJcRzESCgsgF3gqTKY+xGUlXgzlPVC4G5fRbc5jNwrlxCJg+4VoJrTUQCkDfuC/CX80C4kIELY2rl5EAJrOSt87BxlaoXsUN/spNOo7jkyq/+TJMJmFsBuxlXPFXQmVMcM228imwgXGPM4MutZU6kZBGV9PS6+OXz2WYmPH4+N1xrCJh3dwVIBLUqFwl0LkSyZrDT34zwYmzWbZtCM+L6vduXzhYrguHjqdIJl3+8FNt/PHn2gkFV9AdFg2m5y6HrrYo3a0hTpzK8MxL41xXFLtblsFdt9Tx418O862H+vnTL/ewf281qbTLTNKmIr5wAtx+Yy1+EFrwzR+cx9Q1/uyr6+ntjjI945LNeiTTDqfPZfj5YyM8cE9zCUmaw7VX1nJt8fNdT3H8ZIr/+vWTfPHjnQSDBru2VpJM2kQjJk88O86jT4zw//mzTSUEbr693GW8Z/hHrdlajM2bN/Pnf/7nfOpTn8LzPP7jX3+dnw+MoISO8iTuzAyEwniuh0ynafzIp0nsvw4pPTwpUWh4ReJR+9kvAaBcD6UJX0/heCjd9Nv7eL6thK/HKmqriq8x91hKpOfrMCjqr7xiWX2JXmulPzUnlvc1XdL1tx+qawQ77y+jGXhT08h8DolG7ae+gtN/BneoH+l5xN/3B1jNbcjxEbzpCdyxYSru/xQV7/so6ccfxh3ow+regOs6aKEYFR/7Cghw+k7iDp3HOXYA58QhtKo6lPTQG1sxuzeh17egVy+YdcrZSZTtgFK4s1P+a7ZN7tlfYh9/k2DPVszuTRT6TlAYOoe5fgfWjmv95SbHKLz5NE7f2/7vLiXK9c1llVJo4SiaFUUNnCrRgEjXhWAEL5dGzvp6KTThO9Tj2zgowwLPLtFjCSEQiWrIpnBOH/B7JubSuG+/hDc5jNGzE72+HZnPolc1YTZ0rOkcdIZPYfe/jXTtouZvQbAqghGs6saSm31htI/CSKlARxgBRCiGHgwjrCCR1nUEKtbe9E5KSW5mckmfxvTMJMmJET91bhjEq6qwrJX1JNlsjumZWWzHoaoyTl1NxSWXsc9vs+AxMJ4lmVkgkEFL0FIbImiV5qpm007JcotRHdNprTHesd7K129JZrML51VVDDa3rL3dTzILY7N+hOvdRKbgE6bUUm30EkSDgsqYYCYt+dkLLr942WVLB9yzTycaeneHgT2bAjxwY4S3Tto89mIWt4wmsK7aoL7WKIkWNdaaZHKS/+eHM4xPlxdzrxU97SH2boszNFrg7342uuR9yxLcc1Mtpqnx5uFZHn9+itnU8p/pV5KD53rz63/ls90k4hYnz2QA3wz1x78YorE+xAN3N3HdvoWKh7/9fh//77f7GBnLzrcG2rapkl3b/Yj0XTfVc8dN/nX82FNj/PV3z7JvVzX/8svrCAR0v6dkGW1jvij0f+voNP/+v7zNLdfVcd1VNbiuQko4fS7N4EiOeNziqt01pDJ+u7bFREtoWjEYcJluvZf4JxHZmsMf//Ef8/DDD/Mf/+N/pK25hbefexrwXd+VoReJl8KoayCyrpfkwSakq9AEeJmc36fNddE1HcwgMpsFz7+DKk35lgpeMZrF4rBs8ZGmIZW8IG2okIvSg5rSkBcZ0PX9jYo6n0iI/OlTOP398z0RtUQclcugOS72+XNkjx1GIsC1KZw6DtfeSuTaO8m/9RpqdBivUMBqaCZ03V2kHvk+Kp/DmxzFcwoIAaKqluCmXdgjA0jHxhs8hzx3ArOpjeCO/eRe+DXWui2IoK85yB874LfzqWtGTo6iiaJ3j2Vhbd6DFvFna/ZbL5F/5XH02kYid38aUdQDico6AjuvRVQ14uaz2G88g9a6DqOuhcJbLyKnRtGb16EtiobI5CT2G0+hNXejBk4gK2oJ7LwRs7UXWhfMTa3t10Mhv9ACKJ/GO/0WqrIRNTvm67xqW/39r21DxKp9ewjAPvI8uDbG1utXJRkyl0KvaUE5NsKw0FAo1wEnD0YZ/69sCmdiEBGKlnjxCMsi1Ni56Nhf3CUs7QLpiSGMQGS+VyOAGQqjGyaelLj5HFZw9XBQOBzCMA0sc2Uvpjk4rovrSkIrhHcsUyceMgkFVhYBSSkZmXHRhUY8sjRyYhmCqkvoT38hCi4MTUE24rcHAl/PtJhoSakYnPJTfRWRpQNWR63fkmc5AfwcMnm/mXXt2jK3NFYKbt0hCQd9EvXGacXWDo3axPLH4uSgZCoJ3U0+YShnWjqdkkRCF59anINlCKw41FYJTg/YnBt26GkuZb1Xbl16fs0kXV48kMXxLk2Xthh7tvkH6P/8b7MkM5J8QRIMlH6fdR0RNvaE0ZC8ejBNd3uIykT5c3NhErdwb65IWPyLL3TPdwp48vkxfvH4CNGo4LbrG0rW724LMT5j89+/cYa7bm7g6r2l/nY7ty5UF29aHycYEFRX+k23ezqj/Nt/uTS8eejYLD/++SAfeaCVTMZlbCKP7XjcfWsjd9/aSN6WfPeH56mqCPBHn+8G4O5b65ekdqX0A3eX04jvLf7JkK2nnnqKyclJvvnNb7J3717+5Rc+T38mh+d44CncqVnc8QkUEO5ex+iPHmLom39brFoU/sCoAYbJ4N99208jLvYlkUXHLaGVCjQ04Svx51OL83lE5giS771VjONqYkG7NXdNlGtbtfijPYkmFUIXKNvFK+RRuuE7x2sGpPPgOqhACLOzF2t6gtxhwPEwG1p8o8rZSV/kr+sYneuQUhLevofZ3/yEbP85NNtG13zbey+dwsum0aSHyqahqh45eA4tGMasqSfjSb99D0VrhEMv+a7rhgmei9HUMb/vgXVb5h97to3KZlBFzdcchGEgWvyGcU7/KbzzxyE9g+zahLllD9jbS/osgn+ctFAEPV6FbF6He/RF8oEwwU37ShYT4VipNYRdQKVmkNmU376odSMohRAG4gJLB1HbinK91YnWXITMMtHDlciKOoxELa4mfFPdMnBzSTTdwKxrK7t9KSWF6THMcBSjjFnrstB1DCuEFS1dJ1RMmaamxrBzWRL1TRireIAZhrFqT8bFmEnmyBVsGmoTWGXWy9suMymbqkRw1YFeCEFrTeBCOduqsF3J2KykKuanJldDyPL1Wyul/2zXTxMmIr4j/dJ9XZ1oARwbgPEkXLep1BxVSlXSrHkx5vRFBQdmM5DJqRXJ2qZ2QUOVoLm6fCp3Kin55UsOPc2CKzcLMnnJ0ISkveHivdGSKY+CrVBe6b6PTrokomIJ+YmGBbfvj9JYaxIJC77zyBRtjRbX776I83sRXnxjlmwetvaGywr4J6dtTp7N09FqceUVCdZ3LT/B0OaKnhZBSsmrB6ZpqrfYsC7B6LhNQ22AK3f5qXnXlQgBZ/qyvPTmDNfuq8LSxRKn9zm4riSXl/zkF0P09kTn059jE3nOD+TYsSVRUiQSDRtUVwWIhHSGHb8HZb4gGR7Nc+psmn27qrjvzkYiYX8yks+7PP7MOLXVAfbsXCB7WtHX4nJk673FPxmyVVFRwZ/8yZ8QCoX4whe+wN9873t42Rwyn0dDQ4/HsU+fAsCZmmbixedQmUwxRuX5pqDBACqbRU4U/ZGK4VfmZj1K4YepYL50RZPFx2qBcM3VD2sXhNfVHBkrYq0SGFegdFDKQ89mGPret3BzBYSrEA0NKE2iZqfQZI7Jv/s6Xj7n2ygA4c07KZw4QvLJXyGlRAuFST36M9JIItv2YFRWIyfGCF91I0YoDJ7L9I++Se7tt9DiCWo+/oekH/spbiGP0k1EOIKwAsipMcDXHUVu+gCF00ewTx8FNL8XIuBOjZJ77lGsrXsJdG7EaunGjSUwgv6IJfNZEGI+6uSOnMd96wW09vUwM4Ec6cNoWw9Bw9d1jZzHcx2YGMLctI/Avjv89TTha+QKS2vcpWuDZCGKFq/G2HUT7uwE8u1XkH2HcUMRjF23lpqoTo74wvq65RtQz8MKQKIWZseQ7jg0dSMiCazI8qOiUdmIEa3ybSnKQNk57OHTuFaASM+uNafvDNMi0dJVWnmYTSMME8MKEIzEEWbgoiNmc8hkckgpicWWso5YNETANJZtAZMvuGTzLvGILBnYl3PZLidkXg05G8ZnJZYOYUswPusiBPMeXeUQD6/8OUFLY3ObIrQowCYlpPJ+ReNaM6vdDVAbh1CJO77iuWPQUq3Y0LL8YFhfKbh7j5zXP5XDqUGXc2NwzebltUnREHQ1CVrr/M862e/yyjGXO/ZZtNVf3O99274IuzcG6Vik2ZqccfnBY0k2dgW4ZW/pOWIYgl0bQjzzRo6pWRfXBc+79HhLKCSorTbIFxTj0y6NF7TzaW4M8qkHG/nuj4c4dSbP/j1V8020l8PiyUU64/LTRweprw3wv/2LBB++rwXbkcRjFum0zf/41jnaW8Lccl0dvV1Rertj3HZDeeH/yTMp/v7H57n71kYaG0LU1yxEAn/7zBhPPDfKv/rD9WzoWYhGd7ZH+Orn/IhVImFRkQiwrjPGd390nhdeGae5Icj2zQsRM8sSjE/azMw6S64pxaV5yV3G2vFPhmzt2LGD119/ne9+97v823/7b8llMkxlc3ieQtckIl7h66uQeLksslBAoYH0qxG1eAQVSyBTaTSpkEXbB6FrPieas36YCznNVw/6ESu/uLb0xqHmYrcalxbDnV9PoiH8XqKaIvfGa35T7ECA3M69BJ/4FboCTIvczCza0Hn0lnaa//hfE25rJ9d/Dnt4BCQEOntwpydwTh0je+Y4jV/9N+A6hNb5Qm3puijLQiVnUNkMRqKKwPpt2KNDaLmMr/mpbyb/xvMUBs4QaOlCxBMY9S2YrV3I4X68yWHc2SnybzyHc+YYRodfCWg2tRN78A8hHMEZH6Tw3C8RlXWEb/DF6/bpQ3jZNIGd16NLF1G3yG57dhL74LMQjiNcBwo5ZJFAGXUtiFs/DsEI7vggcvAUxvorEKEo7uEXkKlpjE1XYlT7TWeFFcSIVeHGqyBagVHVsGRwkoNv+xHLC6oQZXoagpESZ3hhWJi1LdgzI2jRaoS+qNVNMV1oNnSU+HMJIfyG3MsdeiuEmahbVtXq5jM46SSBqtoViZPnOqSnxzCsIPHaJsxAEHOZaNtakMnl8VyPSCS05DcLWgbBFZTY8YhFOGSVEK2xmRzJjEtbfeRdcZ2PBWFdk0HY8geXwWmFKdauv1oOlRekDydTcOg89DZBS7VPvmazfqpxOZuEyqj/dyEM3TdIXQ0rES2AdA6SGYXrAhdE6rIFSb4AVXHB1Vv87QyOSw6d8djabdBQffG/fTwqShpTg+8EP5tWsIy3WjavOHqmQHujyafe72sAz/T7BqhdrRcnwNuxMYZlCn722wlOnMny4usz3LK/iviirgKeC7OzLts3xZmetZmYsukq0/qm3N4ODOfwXIXn+sc+tmi7P/rlMCdOpdm8PkZlwuDOm+qpqV5+/3/yyyH6BnLEYyaf+XA7yaTNMy+Os2t7JRUxA13oOM7y/d0yGZdszkEI/3wJhy1CRS1ePj9nOgyG0DCMchW6Grq4nEh8L/FPhmyBP4B98pOf5MEHH+R//5M/4T9+7WskJcRRyFzBn0VJRcN9D+DOzjL95BP+ilIhJ2cgmUGvrcEbHwfbJ1ceAhwJwg81z7fjAV+DVXzNK4agtTnLh+L7JV5csDLpupCUFbdTVCn5zVJra5FjYwjNbzT8f/3139CamubLG7rQdQNhGkilkHaBSK9PoHJH30L9/9l77/A4zvPc+zfvzM72gkXvJMHeSZGiRDWq92JLcpGb3GInjktix7Gdc3Kc5KQ47RzHiXuT4yLFRZZs9V4oSqIokmLvAIjeF9tnZ975/pjFAgssGkWd63PMWxdEYHbm3elzz/Pcz/2MDkMoQtX7/4jUwT0MHT0AIyN4Fy4p3oeaRur1lyFnIpatQbh03AuWkNq1HVFZi9A05NCA4zKfTpM5eZjUk7/Gd+WthG55P7lj+4k98QuskWF8W69EiVTgXjXuXSVCzptYascT5Drb0BeucrZOmo7xqLQwX38G9ap3FJuHhsvR11wMkQpEvu1PducTYOZwbbmu4FBvpeLY8SFkNg2ZJHYoCn2nMfc+h714A64mh/gJj89p9TMNtJYNUx4YMhnD2PcC6G70dZcXt+Jx+3A1rkCZlPKz0nHk6AAyGEHoxTqPmSCEwFPdCJpeMkqRS8TJJUZwBcKICWJYKSWJ3tNouhtfeQ2q5iJQVoXQ3lxXZyklo/E4fp8bl6v0Os1lmyZm9gxTMhgzyCdxzgqEEEUpvSU1TuQplZX0xyS10bPTSijohfroeFpxMAF7T8GSWmieez0DHl1h2+rSn0kpefGg0/T6wuWzr/PaRYKVC0prsV49ZNEzbHPThVqhElMIcLsVFtRo89onUkp2HTaIhARLGopZnd+nsqTJRVNt6fMtFFB5+5UBnnstyc4Dabas8fP4jjhS2vzRu+bf3qamUuembVGGRkwOn0ixaU2oiGw11Hu46231NDe4+advnCCVsfjXv1w55fx1vKgkE83yn3tpgHBI5313OjYuhiE5dipBS7OPqgo3l20t59pt1by8a5hHnu7lA+9ooqcvg6IoXHR+cbuA5kYfzY0+li5yWP/hEwkefKybUMDFtouqaGzws6xl6hvBwaOOXOPo8QQvvz5EQ62P266rY+vmCmqrfYyMZPj6PadorPPxvjubueby6inpW9vGecad41pvKX6vyNYYvF4v//NP/oS3vbEHRdMga4ybkearCAMrVjH8zHNgWQU9lqIoeBctIdE34ASsbKcyTgGnt2Le2R2c9gcO75oUzZr4t8AhW3OM3ipCKdaJ5UnaGF9TNIHtD2JbvUgBIpXms1s38fZv38PFtdWsUl1oOavgWj+G5P69SEuilZXjrq7DTDg3N0VamJkMmseDlJLMgb3g9ear+Wz0iipQNUcvZRjkWo9iDvQiXTra0rVokXKSu17AHOxFxoYQQmB7AxAfRbo9uJuX4m5eymSYQ/1OU3Bs6O90NlVouFZtIffiw5i9p1E7T6K1jD+FhNAQDS3F+8sbxJbOW52MDWIN92JX1KNWN6GM9JM7uANt+RaULdeRO/AKducxzLIq5NFdiMblaFXTdw8WpVKAbj8EIihGFkwTM9aPlU7ibljq3LzLprpEqmU1yOE+zL42RLBiWgf7yZDZFOnO42jBKO7KqevpjlbgCobRSkTHFEVBUQS5dBJFVdF9Z6aJmQjTNEkmU4BCJBJGd735W4sqnGhXwC0KvRallGRNG3fJt/P5Y8z8tGfYpG8UvG7JcEJSFWJeTa0nw6MX9zkMeaG5EipCMJxwrBb8Zx5ALCBnwul+aCyXNFTOrnObTqYW8tkYZrE2rbZc8I5t81vJZ19P091vkUhb1FS4ppCtSEDlndfM3G+0bzBHa5dBWchpoXPzZXPrTzoZhin5p++0k0pJvviHjaxc6qcyWrw+uiZYv8ohMcGARmzUZHAoR2VFcRTKHleBFHDnzQ2kM1ZBg7V73zD/8YNTvOu2em64qrYwX32dl+UtAaJlOvfc14bXq04hW++8tdh3b+2KEF5PM0tagnh0wZoVU+83fQMZvnXPSaoq3HziQ4tZ0hKgvtaDEIJQSGdoxOBr3z1ONi2pP8+5D9x4de2UcRThZFnOca23Fr/bZGvbNnj55XHzk/p6OHJkTotKKXn3xj8B34SQ8dZLnX+/v5uDn7yM01//hkOmKiuxe/qwDYOKK64k034a41Sr0zdQKI7pqUcHM52vRpxKsiYakhb+nuggXyqy5XY5ytf8/J7zzyez45XxMfLCeVVRkLaNUFRIZwreXVJK6qpq+B/XXsVfPP0s915+Id50CmGDEq1wCNSpY6QP7XMIlG0z8tqrDPzkm9iaC1FWgYzHwOPBOHmUgf/8BlplJYGrbib+0H+RPXmUwZ9/H1eoDN9l16MGAuT6u8m+sRPVHyC18zlyXa2oNU1OWyMpybz0GGgu9DUXkNr1PPri1Wjh6PhxyaRIP/sgSjCEvmw9IhApfGa2HoH4MGLpRmTbEbJDfaiLVuRNVKc+FPTVFxTGNE8fwWo/6gjnl29CVDUimleilFUivAFcGy93iLUtnWhTOoYc9WK2HkBbtAYRKJsy/mQITUNfdTFIE6HpGIdehvgAZrgCLRgtvYwQiPIa7EyyIO6RUmIOdaL5IwjvNPktVUfzh6dEysbH1RDuCRGtnEF6uA93uJxgTRNSWox2tiJcOqGaxpJjzIaJTZp1XaesLMJILI5h5PD7zsDcahJUIaivKB6nezDDSNqiudJ7Vi0LqsKCgDcf+ctCIAezH/G5w+1yGk0bJrxy3Elnnrcon1r0jN/C5gMhBOctlrxw0LGBeDNo7QFTikJNjiklB06a1JRrVJfNbz+7NIVbLvHh9zr50nhK0tFnsqRBm1Nrpz1HDLxuwYn2LM+5BJeff4Y5XgnRsItkMsXT24e467bilP9owuREW4pVSxwx+rWXVfGfv+rk4LE4l00iW6WUHpPTgj6vRjZn0taRLJreXO+j+Y4m9uwfIZUxaayf/dowDEkwoE1rCguw47UhbBSuuLgaaUNHV4b6Gi+RfEWlRxf0D+bweVUuvWBcEJ9KmfgmmAMXXrzPsa23FL/bZAvg3/8dCq7wc4e0bYdolXo7lj5Wfm03bP3z8WlLcnzz5a+S7ujA6B9wIkxCcSyiASWVcqJaliy+MhWmkqmJf4+l4QXjacUxG4hsriCmVxBkXn1tfAzGx7PzKUo7k8bs6UGREsWlg8uFXlfH5bzMowEfXztyks+XlSEVAUODDD/9GP7lq3EvXUn6xBHMvl5GHnsAa2QYJRQBTWPksQepeMcHyJxuxb18JVpFLZldL2NLBc0TQCurINd9GqW8AmPPAXLxUdRQGeFb34vq1lFPN5I+vIdcxynwBbADZajhMmTbMUwjjRKIFJGt9OHdmMkYSjaF/9YPOiamY7uyvBrFF8S9aAXmodcxB7owe9ocV/o1F5Y8ztl9L2G2HkJffymudZVYvR2ogQjC40O0rC3MJ8ZE+aaJrQjoaUNqOiRHwSj9JMt1HoPkKOriDePWDEKAyIvt65di9+sIV+nogEzFyXUexVWzCFE7IYWYTWH1dyCTo+iNK0pGcISm4a5uLj2uaTqFBROWs0wDK53EdPvQ3F6EUPGVz9xiaMq4UpJNp3G5dTTNRSIeJ5NOE62oQNM0fF7vnG0gzgSmKYlnJIoNnln0SbOhL2YigIqws/3j6UXBmiY5J40UOJWCHXnbh8m6rVLQNcfc1OtydF27Tjq6rkUztMaZCZGA4NqNsmSar3dY8sphyZblYgphMkxnG8eO1SVrNacDWf7v0QTsOW6xKGVTXTZ3rdS2jVOJxP4TWV49mMXvCdBUM3U9k2lJV79JY7Xgke0pysOCyzeF2fFGkpD/zI+zrgs+/YE6Pv+Pp9hzJM1dkz7ffWCUx58fwPu2epYv9tPU6GXrpgirVpRo1zPNoc1kTPbsj7F8aZCWBV4WNAawJswspcy3ITL4rwc7qa/xcuUl0+eRBwYzRMI6Dz7ezZETCT7zB0soL9M5fDzGgcNxbryqpuCRddmFFSxe6GfFkiC798V48oU+Kit0GmolL+8a4tILKrh2WzWjiVzhMffyawM8/HQPH3jHAloWOPdWoSjYNoj5lvaew7zwu0+2zhA2QCpVHNkCh3yNnZkTzz23m49f8jk4AZz/p+PTUyl+vP0fC67yJfvqjHXwmSiStymU2tq27ZAuZYI6ZWy8wvpKR2Vb4u3DVlUnpWmDYuQou/EWcsNDJF/dwejOVyGb4UsrFvPO1/ZzjWGzsbIahofp/fH3cVdVkYuN4AqVobo9qG43oW3Xktj5ItbwMPqy1fT9/B6S25/Bs2QZ5mA/uFz4Nl9M2VU3I3Sd4Qd+QuboAYxDe9EXLsG9Yh1G+3HcC5fh37gVNBeZV59BvtyPGinHs/UajNgwumLjbllJtv042V3P47n4euyOkyguD1pVLTKdKiJbWkUNlseDTKcR/iC5/hha8zKnTU8ecmQAAiEwTYyT+7FaD4NhoIbLEaEoWv2SqTtw4uHXNMct/vhuzP3bESsvRESn0VKl4tjJGEizQLCkkSHXeQxXzUL0qgaYIRWJLbFNA8s0ik414Q0gQlVYI93I5DAiWD7tEJNhZdOku0/hCpfjLqsuNKR2eQOI2oVO2jwP3Te/iIGZM4iPDOL1BwlGylA1DW0SuZrNCiKecPzqQmdg665pgvpyjyMYz5OL4biBEBD2z92aXUpJ34iNUKGiRDZ4Pvokw4T2ASjzOz8zIZZ03OSb8kGGjAELqqBiHodBSptkxklBjtlBzLS+pYIVibTksdcsFtYobFziLFsZKR4jGhJcs9lNeJZtOtZh8MYxkys3e6b0WDSlZDRus7rFTTSoUldRej33HE7zyv4Mt10RIJ6wCIdUmut1muudYzowbBLwi5JRnj2Hk7x+IMnbr44SCU099zRNsHlNEF8+Cnq8LcXDzwzwtmur2LAqRCToYlGTcy4eOBJn5+4RQn6NKy+uKIrCiWlsEU60pfjp/R1s2VjGe25v4tMfbcEzwSPu6Rf7eeGVQd5/RyOXbiln1fLQtNYPbR0pvvPjk1yypZwLN5VTX+slnE9lHz6W4PkdA3g9ghuuciJ0kbBeiGKtWREmHHKxoNHHb5/o4rePd9NU5+Xma8ejeaYpeezZPnr7MwT8E/fV2LadC229lfjdJ1tf/CJ84QuwbBn87d86qcU5QAV+9OI/5T2wBOU338CNw6smRLtksZZqIgmbCJ+P91795anTUyl+9Nw/5BedRr81uSKnxDwTIZqbkG3tU6bblo2tKqgSCIZo+fwX2f2B92BLG3M0ji1twj4/3/nhD/nEpz7NvWuX4FZt/u1kF59vGEREyqn6wMdwl1cgPF76fvZ97FQabIvMqaPEn34UO2fgXrEeT1UNnsXLEAGnB5452I+VzZLd+yp4vZTd+WGENBn86bdIvvgk4be9F3dzC2TTuBoWIHxBtHAZuYfvxRjswb3+YqSU5DpbEXt34LvqdgAST/6K5KM/I3jr3QVxu9B0p5Gzx426bD2idgFa05LCw97s6yC74xG0JetRK2qRrYfQmpfjWrCiILzPtR4EtxfXBGPQydAXrMTARh7eiYwNwMS+iROgtqwvpAzHIAc6sU/swcim8Sw/f9rvAEf3pS/bPCW6JKVELatC5jKYwz0It79kmrQUFFVF6B4UTUdKSarnFIoi8Ne3oJ5h0+gxaC4d3e3FyKYxDT9erxe/f5an8STEU1ls2ybgn1tfxMmY3BuxP24hYFZSMBFCCBZPkq5IKekYcvoh1kTmflv06AprmmzcsywSTztRrNoyWNEwtiwsr595ucnoGobXj8PGxU6V40yoDMPWlWJKpaUqnEhcYBa+WztNBeJgTCIlVJYJslmbZMbGKlEod/BUjpf2Zrlhq49lC6Y/91a2uPF6BQ2VLu66IVx0mx0cMfnxQ8M017i4eVtoShoyNmpy8HiaDSvSbFg5lbUKIXjPreMvS6ZlE4ub/PrxPm65qpJ1E5ZZtyLE0RNxfvNkH/U1XlYvH//MHntpngSfV8XnUzlwNE48YVJXPb5TpZRs3znIUMygvNxNy8KZWXUooDE4aHDwaJxrL68tRJ5OtSVZuTTEkRNxXts7whWX1kwhnrrumJ929qRp70gRDOrUVBdHJIWAcEijs9txu6+eUG+g5P87h7cOv9tk6ytfgZUrQdfh3nvh5pthzx5oaZl1UVDyYnYB0kbzBbnn/r8HG9b99B7sjMG+T34aUmnev+0LUyNgMD0BA/D5eP/1fz11eirFj579h7lt35iAfgxt7U76c2KK0gZFOhJ5WyjIfHmwNDKOEN7jcTRl1fXc/PbbefCBB/n7px7jr9ev5N69+/nj6q0EK6sJrl5X+JrMyePOzcUXIHNgrzNOzkQm4gSuu7VoFbXySoLX305m9w6UdAbh9qAFgnjWbiH+9IPEn3qAivd/Cv/mS4uW8yxfR+KZNnJH30BtbEaNVjs6MY8PMz5C7tgbjtnoBCdzESrDd9U7Cn+r0fHcS/bQLowje5y0nj+EqKjDveUalHB5gQxJ08Q8vhfFF5yRbAFoTSvI9ZxCyYzrL6SRBtN0jFAZTxmaPa3IgU60pedBWTVKZSNK5dyeoqXSeLm2/SAlalkNVt8p7Gwa5ki2hKbjqVlALl9xqXqDKGcprSeEQHO5sKwcsdgwiqIQrZhHaR1QFQ04dr4T1imezKAoEPDNXzHeVDE/O4Ax9MUs0oZTHTi2LsMJG7cLaiLzGyvsc7pQpLI2PnfpB5ZXdyJab9ZiwiUcYhmaQ2CwvR9ePiy5cIUoqoD0ugXXbDrzc+Lp1w2MnM27r3KzusXN8oWukt5p2YzJQMya1b+pLKRRViIqBRD0CeorBHuPpqgu19i6oVijuLjZSzQc54XX4lSVu6mvnvmFYvkiP7deXc43ftzFokYvzRP0U5GQi6WLAmzfOUL/UBooPlgTX4MNQ9LakeLXj3SiKAp33lRXZP3w41+0AzbNDX5WLg0X9UQcg2lKfvyL05SXubj5Wmf5zRuj6KpC30CGqgrnevjp/adRVYUPvXsB2awsGeEbGMxgSfivBzoYHMrxsfctpKZq/JnV2Z3ivgc6WL0sRDZro04wybXzUpcpL//ncFbxu022tkxwA//AB+BnP4OHH4ZPfnLWRQuWWC4XZA0Sh4445pPpLIM7XqH+jttBc2FbKe7Z/i9OzB/QaquxDIP3r/94aQIGs5OwG0qTsHue+ftCRFdBmfImJQv/y2MsIyltFFsiVQXNpSMzGceqwrJRFOHoy6STTvqbz/4J5//i5zzT3U9DWRmdiTRLc8VN26SU2AiUnIXi9mPnTMDGvWgqiZWmSfzR+50AYTCEyPcdNNqOgW3jbl5SkihYhoE0JUo4grH/daSZw7NgBcbJQ1hGFswcWk1jsX3CDLBHh5ydU91I9tQhtNEhXAtXwEQyYxrY0gJ1Do2jhcC16qKiEiTz8GuQjqOdd1XRetm5LHY2BVKieQNoecsIKSVW1zEUb6jg4TUXKG6v8wIQqULzhaa640+AMdKHnYzhql44XslomeQGu7E8AXx1M5NKM5vOm5jO7eEbCEfwBUOMjgxzJmkHS9oYWQPV72jKpJSMxDOoQjkjsjWTgHgmTHxnAed4r2iYvhnvZI3TZPTH4Wg3LK+3qQxOHUVTmRJNOxOc6HFa+swWSQOn8nFJvUPwYklJz7CkpUbMSaQ+E9YtVjh6WjIch/Iw05rU9g5L4kmb4YTNggnTTSmnXWYydF2gaoJ0xiY0odl2ImVy4HiaVYu93LStjIeeHeZUR2ZasiWlZM+BBJXlOmVhN9XlOt4JprgDQwbRiIZl2ugugdfjmrS845c4tut27h3iZ/d3cNUllbQ0+1mzMgLA3gMj7HpjhFTKxOPR+Mh7FjAZQyMG9z/cyZYNZQzHsoXiCFPCFRdX8vMHOvjeT1r54qedjhW331SPgAL5mozBYYNv/egUKAq3XluNJWH5knHd2am2JD/9VTvxpEnNpW7+/PLiSL2d1wnb5yJbbyl+t8nWZCjKtGZ5k2HnrRkcHVT+zqvpSLKMvrKLxrvejRqOYA7HAAU7EMBOJDC7e3E1NfGfB76P2dMDFvgvv5jk89tB2nzw6i+dMQn7wI1/M3V6KsU9T/29s3keL3YuNfUZpyqOSN6ykYpwPlYF0rYxOzpRALO/n5UrV3LDNdfwxeUt/M/9R1je3ER7Kk3L0BAykwHd8UfytCwj/uIz2JkU+oIFZE4cgWQOa2QEM5VE843nbNJH95M+sAdUFc/5W0kfP4h74WKybccRXh/Bq98GgNnvOK5rUUewImPDToPpw3vxb70afeFSjPYT5FoP47voWsTClYj6xSSfuh+teSnuxasK3ykzKcgZiGCkME3ffDn2gZ2Yx/ejeDxYg2C2H8G97pJxSwhdR61qgmixGjnXdQrZeQzX6q2ICdV9IlhcjyZqFuSrBosvG7WsGqu3FTk6gPBMcJQ3DezBTvCnoATZktkUZBIQrCh6iOt1E3RlMxAtANvIOOPY4yxcuJzoFginpU8ggnCVeLPOpEj0ncYdiuKNzN3DSAhBJDp3HdlExBMpslkTj9edN1oUVEUDs97mJ1Y+jiFrSLqHMpQHNYLz0GwBNFeV7qdYChlDcqDDJhqAhdME8vxuKPfDbKthmA5ZKtXWZy5YVOOkJMecNRIZm6G4k1Kc3NIn4BWct9jZpl3HTY53OU2059p7cToEfRo9QxYnukzKp+klCLBltRePW7CkYXxfH2rN8PTODMsXaFy0zjcnstxUp6MKhaVN42Tj5GmDJ15KEPBqrF3up7LcRXnZ+HVpGBLDlATyaedESvLYi0M01Hp43201fOIDjYTz0bRdbwzzk/t7eN/tdaxZESJj2KxcOikEaRe/+bZ3pslkJEtbgqxcOk5sunrSnGpL8ccfWkBlhYehEYMf/Vc7m9eXcdH55cQTJi/tHORUW5LFC4N88sOLC4+E7a8M8ORzvWzZGKW6cnxbly+ePhwqpeRr3zvG8JDBHbc0sHpF8T0rkzG574F2OnrSfOrDLaxYOvXgK3nrx3Pdet5a/O6SrZEReOUVuOwyp276vvvg+efhq1+d0+K2ZSFNCyeNKLEMCxlPYls21e94O533/QKjtc05AzM5MDOgKYiKCnLdPViGgZIXtSeffhE0h7z94LG/K/l6/MFr3gQJu7kECYMCEZO2jSIdLwmrr5/W73wbUVOPHBlFJpMIAUomw7euvYp/f+UVfnDgKEtCQVr7+ml3VWGn0hz70mcpu2QbtjSxHTdDUARlV99M+tABcq0nGPzt/Ridp3GFQgQvuoL49qfJnDyC7/xLsAZ7sYeGiT/9EMr1t+Nbez5aVS2pl58hffQAVmIYrbyWivd8HADp9SGqatHqFzjViOEoIlKB3uDosNTd2zGPvo4dG0baFJGtzMtPYg33473+3QgjizXch9rYgnvJOlwVtVBZh8ikyB3ZXUTIyGSQ/Z0IWyIbWsjt3Y4SLENRVex0crzt0iTkOo+j6B60qmksEoSjk0ItvpyE7kFbdj65nlZyHUdxNRR7ilm9rdjDvWhLNoEvWJJQzAZXRQOU1xW50gNoviBmYoTcYBcoCu4SZEpoOm5/BJc3QHpkANs08JRwy58PkvE4AP5g6QdEJOTHtCSuCUJ69wyu8pB3eh9IIxSorxxnKdKWmJZd1Ip0LpjvftZUx54hMEPGUtdsltfPPuapXugeho2LIDQzjy6JmjKFmgnP05M9zo/fM3OKckWjoKaseJ7Xj5t4XLCyeX6PgeoyhRsvdFOWj+A9+VoWXYNL1xfvoMqIxlWbi8d2awq5nOS1gwYBr8rKhW6Cs1QcblrpZ9PK4mlLF3q4UxcszIvoJ7biSaVM/u0/u7BthU+/vxafTyMU0HjnTdWE/E7kfaLfVle/Qd+gQSyeY8PqMDdcMZVRK4pSlGbburkcbJvmhuKDmBszuM6/SNg2nGpPEvAJLjq/nAOHYzz70gBvu6GOC88rKzpfli8JkkqbbDkvytBwDtOUs0YhT7Wn6OnNsqDJQ3l06gna1pHmwOE4F5xfXpJoAShIpwj+HNl6S/G7S7ZyOfgf/wMOHwZVheXL4de/hqVTTTJLQSoC28w7k5o2dsCPnbVAgL+uDnskjm3YQN7iIedcaAu/9Gcc/ZMvQkYWB5jGeniN3fhF/scCVPj+Y39bXI2Ikyr8/tqbeKHlgtIrORMJg+mJ2JEU9x4/gb5sOdbQIAwNYCsSf3srn/frvPOOt/GvL71C56lWXgwGeL9tYw72M/jYQ8iBHhSvj/CV14Al0cui1H700ww9/EsSO18i/tpLeJsX4Vm6ivjOHViDveiWhbu2Ca2mBj0YwbNwKb5ljuFo8tUXkaMjmH3djmYqHkMLhjH2vIJt5vAuXYfR2Ur80V/gv+x6PHlS5bvkBsyRQTK7nkdUFEeFRFUDRtsRMjufdYhTXweeQARRVolWuwAAo/+4ky4MTrjBeDyoC5ajhCpASuy4kwrTN2xDbVyG0DTMvg6stoO4Vl2A8IWQpolsOwgeP1oJ81AA4Qsilm7GHu5FGlmEPn7TE54ASiKGrSgwiWypVU3YgTLI206Y7QewjQyuxefNmQg48wmy/R3IxBDuxuWFFKfwhfDULkR4/Xk7iGKNmNA0vOVOlC8TG0DmcnP6zpmQTjkat1JkyzAMLEvi9c4vXSiEY2o6+VngdWvUl9u4put/Mw1OD5hkcjZLaudmU6GpgqV103+ezEgOnHbE740V088HUFOWb6figZGkc2s5E9I1hsU1EA2MV0KaUnL4NFRHoDI8vm0+t8A34VkspaSj38bngWWNjjHzfM652vLxcWJJicflHJ3RlCTgmX6sRQ1uPn6Hi+PtBk+9luTZXSlu3eZnefP8zgmPLli2sPQyXQM52royhPxa0e1zUaOjzxpNmKgC/Pmo1+JmHxVRnXRmetauKApCAdN0NLHptMX+w3Eqo4NsOa+8oNda0BRgYCTHI0/3cMHGKC0LAlRVuEllnPv+2pVh3G6VFUsChX3U25/hgUe6uObyam6+po5nXuzj0ad7+eBdC1i+OEg8YdLemWRZS3AK+aqv8XDnLQ0cOzHKj3/Rzmf+YDHpjERTob7WhyKcHoqXnB9FSsm993cQjepcd3lxhbWiFFe/n8PZx+8u2aqshJ07z3jxsYcUOQukIFBfRzJvwXDq/36D8JbNKH4/9mgCadkITUWvqqLt/3wTmTGLOuwoY/+f6O4+0RnekUs5qb4JhqQ2Nh/c9Rs++Ppv8jOMD/ihG/9i+kiYswEzRsPedeHnnd8nv6SlUvyq68f825plPHv5NkYUga+xGtvlIr1rJxgGek0do9tfQDENQudvJbhmPeHLr8Xo68G9YAlKOkl8zy5y3Z2IiipckSjpN3Yijvtx5e0gZDZDYs8r6BXVlL//EyRf20764G5ij/2K4CXXYnS2oVVUg65jjY5g9pzGOPxGgWxplbVolbUgBLme02Rbj+JqWOQYhy5ejT3US26wG5nN4NlwKbm+Tswdj+O94Gq0ihpkfxdyuA9XblNB4CKEhr5kQ2FX6FtvQALZN17CVmz0VRdiZ5PY6YRD5nEIiWvNJVOiVhNh9ndgHnoZpESs2gqTSJm2fHPpBRWBMsHbRnF5mF41VAyZGgWUglhfURTHCnoChBAIf9gxk+08DKqGr6H0y4ivoh7s0g2fSyE+0AuKQrC8+ASLlE/PNkbjCXK5HC6XC22eBKkmOlURbphOGtHr1qgtn5uVhKMXsgvk4GzApTnkSVOmb5o9hrDP+ZES3mh3BO8Xli52nRN8HoWJUrdUBk50OxLTmdKFQgiuOQ+Qksd3WfjcCpetnX9EUwjBrZc4LK6z3+TRV7JcsEpj1cLpw4AeXbBykc7AsMVTryXYfSg9b7I1ExY1uKmtcDMwbJLOSDwThjZMyffu6yIc0vjQnQ6Dbqzxsn5VgIWNM62DXegOAlBV4Wb96ggv7hzkjUMxPnTXAiIhnbUrw5SX6Xznx63UVqYYipm0NPu4+jLnOvH5NDasiRSNHIvn6OzOcOzkKM9sH2Dj2jDXXVFNU51zTu/YNciTz/Vx97ua8Hk1Gmq9BdLl8WhceUkVyxcH6O5NE41o/N3/PUrOsvlfn13B0kVBvvQnK/DoAsOQvPjqIGVhF9ddXsMf/edOHj7Q56yEBs+29/G1L5yg9R9ufLOH4BxK4HeXbL1p2EhLOlEAzWZox2tIoUHOZOilnWjRKN5FC0nsPQA5C4kkG0tgd/aAaSNVZdwtXlcL5qZFmFhNOHZvVyd+rJCXok/RYX3/t39LgdFNskGZkYjNIRr29sV/kPcQc+b7UTK/krUrefD0d8kND6P6A5Tf9Ha8Cx0Pq8Gf/wSjvZ3A2k0kjx8hd/KIU+koJYrbh9a8iMD6Lfg3OnYHuZ4OYg/9AuHxUP6ujyBCEbwrHaKT62hF8fkxE6MM/+zb6C1LCL3tA7iqiiv4ZGIUq7MN4/DrWEf3Iq66A9G4CKHrqAtXYCViKAtWYGFjp1PY8RHSzz+I/6o70NdfCjKHmKGpstB0rFOHyO3fjhKMworNuBqXodYuLBbm+8OYR3ai+COF3onFA6kovrDTBqjMuanm2g+BouCaEGmaDKu3DXugA23pZghEcM3iAVbYL1JinD7i6OQWbwRAr6iHiqkVkMZIH1gWqi80I2EsvHzMAtM0SA70YZo5XCVaAU302ZJSYhhZNM2FpmmEggGklPMmWiXXQ0qy2RxBn4pHn9t4pik52Wvgcys0V705G4yJ0DXB0lrJ3lZI5CscZ4MQUBeBRMYRRp+FdowAhHyCS1ZJUln47auSzUuY1gHeowukdFoUgaR7UE5r9zATxsTuXl3i1sA9B8NZIQQbVrj5zYtJWrumb7B8JhBC4PcpdPZKkllZ1AlA1wSrlvgI+Md1ZH2DBqfaMyxZOH3bKntM2JS/GUcjOnfeXE804mLvwRhf/c4J/uC9zUTLPNTXevnkR1oIBzXu+a92evqy3KQLXnh5gAWNvik+W0sXBfncJ5bS3pnkuR1DbFwT4aLzK3jhlQGWLgqwcXUYr1slNmpyz33t3PX2JtatKmbS5eUepHSuv5aFXl58ZZhDx+LcfM+LxRuiAKPwky+0FU8/e5fDOUyD31+yZVkgFaSSJzqpNLh0pz2O20t4/RoGXnjFIUtuHUwTOTLqRBDczplpW/meioZVOh5RonIQk4Jlg8w7vxclJCeSq0n3IFEWRg7H+O4D/7soRSlcCoqm8JltnyYWmqTNmUj4piNiY9N8Pm5Z9qnx6TsF7Hwu/8dF4FnHY488gOIPIHIGii+IFgySOn4Yf8tywlu3jW+GDQjF2T3dnaRe307kmrdhnD5BZu8rBC65lsSOZzFH+nENR/FecGXxrjNN4o/93LFACEVRqhpQJkRR5Eg/diqBKxgm+cQvEFV1+C69AavtGOgehK4z2x0kvft5rMO7QPfguuD68fTbmFVEfBizrwNRvxB7qBfMHDCVbGnltVOqDe2hbhAqsnYR9nAfSrgqv07jUKsayUmLXPtBXAtWI3xz6wEnhECtWQDSJntqH0q4HD1aOs8lYwPY0sLdvGpKxEVKc14O8s5CNtIy8QTDuL0BpGlO28/RMk1iw0N43F7C0Sj6m/T5moh4MstgLEttuR+/d6rYPZ01canFlXdCgMelnNWo1hg04YjeA3MI0GQM6B+FrAkjKSca9WZSicVjSwwTXKrjpzVboFIIwba1gmf35nj+DZMbL9DOuA1SMgvxlM3Q6NzSUS5NUBYSaCr0DRlURc/e+VFb6WH/sQzbXxvlzuuLG6Nfc2lx9FV3KXT1ZmlrT3HRptJNmpS8okSd9KJw5SVVVERd7N4/yguvDnHiZJJPfGgh5WXOtrz7tgYyhuSV14f59aPdXHphZUlT02BAY9WyMH/6cS/RiE5nd4qnXuhjJGZw+00NXFLuYWAww9bN5TTWe+kbyBBPmNzxwxcYLpX+FPDIPd1z32EG5wjXW4zfX7Jl42i2MME0cTc0kOkdhJxNy1/8CVooTK6zz7lrCQ0yWYcERULYyYTj7ZXXcWHllVgKTuTKnPA9E1rzKC7F+U7bmU8R09z0J7f0yc8mM5nxeawJ/ypOSvL/PvVVhFsgvDqKaaIAga0XYg0P8Pbo20q75YOT05gtIgYQ8HEt73LIm4ZD5FL5zw7C320/we2LPGROHsNVXu6k89IpUnt2oNU0YfsD5GIj6IuXo937C6I/+Qmu3kHknXfA9eP+WWMPcFv3IjMphAKyr5PkE7/Cf/7laLWN6CvOQ1+4AplNO8eyrwuhudG3XjfjJljDvShun9OY+ugu8PpxbbgUvdIhK7n2w9jJONqy8zB725Fth9CiVYjN10ypQpwJ2sqtSGlhvPECjPTiWn0RVE1qryM0p0OTkaGkK+QMcIUrkUYGa6AdxSzWWslU3GkQ7vai1y0umR7MDveSiw3grV2EWiJCNe126W7CtU0IIRjp6QApCdU0lEydqZpGIBBCd8/shZVMpcnmTCJB/9wtKLxuQMHrnhrVyhqS0wNZAh6VuvJx9iOEoKnqzHy5wCEyR7olNWGonmR8KoSYU0QLYGAUjnTBinqnivBsES2A491wtBMuWQXX5720SqU2ExnJzsOSZY1QV66xqlmlrlwW6brmi9qo4MpNHioi8OALKarKVC5YPf2APo9g1UKdHfsy3P9Mgo/dHj3zL5+E266JIoRj6fD1n/Rw9+1VhcrEyYgnTdIZi+HY9JrFwruyWTzdNCUdPRk6ujJsXBumqtKNPiGyt/dADI9HsGPXCJGIztWXzVz1OzCY4eCRUbZujvLhuxZwdGSUBV94qHimZ2ccYl5oKffy7+/YxFf+5Qhrl4b504/PTfN8DvPHf2uy1dPTQ1VV1fQ3cNt2Ku8siUSAYSKB6EVbGHnxFWxLovi82Om041Wlu6i8+lIG738EEun8EHah7Q557lb8HRN+HSNn+WhTkYncxJcTZcLPxOkyU2hgraiTiJoJeADLRngD6OURsqdOkdj7Bv7VK/np7q+iSAst4EeEgpAzqLjjnSReep6/9W7mJVfDVBNVGHfTLyj+x/+ZjC/95jBfGnPeF3FgjTPzoITTcM3ux/mr2j4Cmy/BtSlGtqoCXnoZl0t3mkX39yDKKkk89DNcCxajWCaqAu6LriP1/EOYgz0kn32QwI13oYbKwBdA+AIEbriLXOepQuWhFRvE7DyFa/FaJ+SQb+8jMymyLz+OGq7EtfI81PqlkEmgZNLju7ivEzsxgmxZg2hYhlZeA+HKWUmAlBLryE7whVBrF0J8CIJRFNvCjlShRKY+ia3+0zDQibZ4/RSbiYnjYuaKRPeFQ6N70Fs2Fq2bNE2ynccQutuJZuUtH6SU5EZ6EboPVyCMoumOI7+Yf0pv7Ps0t0N4pts3QohpqxInIpXOkkymUVEIh6dP5UyESxOUBUuHkVwalAU0fG4VKSVpQ+LVxZyJ3EyYeNW19lnEUrCqQZmXd1VNxGlMXRYsnT4cjDsNqhdUzv7+MxlNlY5EcUwwH09Jnj9gs7TWYknD+LHOZGEoAfEUUO6065ncsmc2mFLS2iWpiQoCPieKuLTJ0QalMzbp7MwRLtOU+DyCqjKIJWxG4iaR4Nl5JHX15egbzNHeZdDS7C66ZU2u8jt5OkU0orNt6wx2JtNYCv3g3jZaT6dobvByyZYKXBqF3oWGIXnqxQF0XaGp3sP56yNTzE2//MA+frijferA9895Ux2M3aKnwev/82qifp0XXh7goSe7uftdCwqWEr39GYRCoQ/vObw1+G9Ntv70T/+U1atX86UvfWnKZ4oi8l5bCjYKMpEkHyIise8wntoap0QjbaAgnJy9VIjvPoCdM1E01bGOkGBPfl5ZEy5M1RHOF3ngjJ3T01mC2dN8NoHIOY2w82Np+R6LORvpguX/+PeYw8Mc+9IXsRMJkvsPoGRzuBY0E1q9ksyJY2RPDzDy1ONY/X181jfA/6iuoe4P/5je736DdOtJFE3Df/6FEItxlbUJ8JW+oAvTxj4QJS56Z8LjspbHO+vg64dw3JnX8dmeN6iNd/G5Lz8DJDjw3sVkT58Aj5fQVbdiS5vskTcQKHguuQHbzKEEwqT37sDqasVzwVXoTYvRm8b7I5odJ8gd3o1aWYvV341x5HU8l96CWlaFtnSD0/InUon7/CsxdjxadCN1rb0IaebIvfaUY4Ww7tK5PaSlxE7GsE0DmTNQelvRVm5FrNsGQisd+Smvx3K5EYHSN3lpmmRb90EyhnvRupKEbPK4QtNQKxpQNFexxYFpYo70o/qCuAJh9GAZ+jQEb8bNNE3s/H9GOoXLM/eo2HQoCwfIGibZs1ANCc72VoYdcjoYM+iN5WiscBP0CRJpC01VzsgM1aML1jZPSEuSJ0Njkec5Wkpo2szi9fYB6I9BOgt1USibG/8EHM3WxEiZMmbEqUB/TFLmd/oFVoQFN57vNMY+Uxxrt/jFc1kuXKlx1eZx4qvrgtuv9M6qAExnobXbpDzkorbKdcbpy8lo78zwo/v7CPtVPvyOGla0jO+QTEbynfu6WNjg4aYrnXRiOKizcmmA5obpz2VFESjCRpl0r68odxMKaNx5Sz09/Vm++5M2tl1YwaUXVqDrgu/2HndmPA28flY2rzQEfHrhUjRV4Q/vXoSmCRJJk3/++hHKwm6ieQO4zRujJJIGo6NZxhzybWnnkylnSTh4DiXx35psfeUrX+G8887j+uuvZ8OGDUWf2SjYpgRyYEm0cNixWbJsOn/2AA3vvhVbdWEbWdBczg01Z5A5chKEwEYD23RIkUW+CzTFYnYFMJ3p0rId4jVGxKYjWmMO8mK8UfW0yJM223YuFmErYIE1OoqrLOwYp9g2mCY2YHR3Y9TXETr/Avr7BzBOd4Dfh+7xo4aCjL72KrmBASe95fUiB/txRcp4hsNk2k9BLot/6XKiN9yC6guSPLyfgZ9+n+si74HAhCeCnW+YXUTCJv9eCgFW/bgLuBgGBOyYKO5cAG+0Ue5V2fW/BNZAN9kje5DJJL6rbkOLjOswXEvWolbUIsprMQf7sHs6yOzZTvDK29FbVo+vje7Bc9ltRWsgdA9omkPG+05jHH4Fz5YbZllvh+Ro66/AeOkB6G+HZVsgWDatnglAeHzFJqiTkYmjxAexhQYuNzKdwEonUCMzRGsBvawKKSXZjiMIVcNdvwSh63jqWlC02d3zZ0K8v8tpJF3TgNvrR51jG6GZkM5k0TRBJPQme9mUQMCrYdo2Xl1gmpL2gRwel8KimjeRL8ujqWr8ySulZE8reFywvH7uVZ2lsKLeaU598LTz93zI1mQEvIJrz4POAckze202LIIlhd6M4+t4ossEBVpq5/5I8LkhHBCUR0o45k/a/lRG8urBLCuaXVSXO98R9Avuui7E/c+M0tY1TrRjCRO3JvB4zmwfvrgrjm0r3HB5GbWVOh3dWRpqneMthPO9Hrcz9sCwwa79o2w9LzKpOfMkKExpO9DyhYcKao4/f/mNwvTvP3ACHjijVZ8WYbfC3r+6gd37hnnwsW7ef2czC5sneM5Jyb2/7iCecPZjJmPy9R+coDLq4bYbx/WcHl3w8mvDxOIGm9ZH88bC+cfOOa71luK/NdlqbGzkX//1X3nve9/Lrl278EyoAZaW5YjbFRUsA5lMFSIco/sOMrx4Ae7qKrJt7WDkQHc5J2Mu5yyXyYxLqhR7PBo1kUTZk/417eI8RCnkSZotSzSlnkzWxoiZpRSIni1sfIsXoYVCBUd9W3OhmCbkTOo//BHCy5fT/9gj2AkD97Ll6B4PRv8gmdZHsLNZat77PgIrVtP/8IMkjhzC7utDLYtQ8673Y/R0EX/tVarf9QFc0XJGX3mex9rupfK2P8Db1Mzwi0+TOXIId001WjCIOTzIRUMXTrOxssROm/mKH0xbeQ2DG7gUeiS8tmPKcjesquLr72tEa2rB8Pmxu1uR8ZFik9NpIISGvuVaMr8+gexsnbWcv7CcpjlFFokYarhiRqI1J/jC6Is3gjeA0HRSh16BWD/KigsQ4VkMnQBUraj4QvXM37ZcSok0DbQ8qdIDIbBtJ0VYNod1mMP4gyMJLEsSnX+gbVa4dUG17iaRtjBMSU1Exe1689WQpeDVYSDuWDqsbTpzwuXRnVRj3whURc7OupUFQcGmrW+cbE3EnpM2mgItc9CdJVLOWdVc6+IjN6r45kCKhkclB07lCHgokK2THQahgGDrWg8Zw0bTBBlDcu8jo0TDKndec2ZW91deFGbT2gBLF3j58QO9dPUa/MG7qpFSIRpxcfcdxcUkJ1pTGFmTzWud7/vu8yf43w8fLh60wvnZ9I9PndE6zYZKn8bOv7y2aNo//fsRBoYN/urPVxWIsd+vEY248XicFPnAkEFVhYdkSnKqPcXSFj+a5lSZlkV04nED0yx+joRDLtKGJJWRBHwTjt253ohvKf5bky2A97znPTzwwAP8xV/8Bf/yL/9SmC5U1UnFpQ2wwV1Xg51+FUxJZOM60m0dZE5353VYFtg2SsCPGg5hDY84/QLHiJEtUAT5SFkeqqMFK0BxXIXn1E5u8jyF6kS75Hy2tIvE9kf/+u8pu3ALlmGiiHxwWFGwhcDT0MDpH3wfORpHuN24XBrm6AhGWxvuxkZq/+BjlF12Ff2/uZ/4aztRdRd2NIp/zVpSB/aSG+hHppOcOnaExj/7Sxo+8yVGX3wOd20dg/f/jGxPN7Zt4dl4AaqmYTzzEK9tHKDiHR8orN/gT7+FOdCDd/V5eEfLeOn1GMVusBO1A7PdyEt//vCBvgnC0rz99P7tU+ZrKffy1J9dUfhbmjkwDYTHD5EqGB1EGgbCM8cIjqo6N61cGojMbZlpIBPD2EYK1e+Mo5XXOBWE7tkV1UIIhEvHjA8js6k5LVMK2fgImdEhApV1uDw+vNOQVdM0C+135gMhBH6vJ993TsyZ2M4FGUPSO5KjMuyiN2Zi5GyW1Olo6tkZX0qJYYHHJQq9FY92SSw5d4PQUkgbcKwTekcg4IXKuRWploSRvyf53ILKiJz29nPFOnXGdi3dg5KcadNUrfLYToOcCe+4XJ8T0QKor9K48wof0Xx/w3hK8uhLKeqqNG7bNh660zVYusBNWXDquH2DBvc+OsJlm/ysWzb9i0N1uU51PjN//roAQyMm+w4nuftXL00u8B5HK/zHFw5P9+mbjvpcs7iSj2xsIZGyePzZfm67roYLNk2vEZNScuetDWQmNZ5euijI0kVOBHjHa4M89EQ37729keYmP411Xmqr8i9FuuCGq2r46rePce/9bfzhB1oI5fVi772ziWTSKhQMyHxm5JyF/FuL//ZkS1EUvvnNb7J27Vpuvvlmtm3bBuTF6TZgW2CDpQrH8AZo/PA7GXx6u6MiFTjz5SS2ZbPosx/l6Je+Uqy7kiVuYiVav8zo0FuUbVOKU4izETTLiWhJCcLvx+jt5/Q3v1tY1k4kUXxe3PV1GN1d9D30W8iZEAwiUynMRAJb0whs2kz55dcgTZORpx5HJhOgl6H7/WCBCEfwRCswBnowTh7HHB4Aw2D05efJnjqKd9NW1K7TpPe+xuhv7qPyA39Izcf/jOxAL4P3fo/gFTeiV9VgJUaxYsN4Vm1A/PoRtqhDvLayDeH3E7riZuLP/JZc61FC7/gonoaFwDRvm3MmZdN/dmIwPbXapyBE8wNeeNl5my3zCHb92UVYp/ahNq8sqaFSymqcqsXg3HsNjiHXfQKZGMa1cD1C05CDXdipUdRwtXNsXW60ZVvmHDFTg1FQ8tG2GWBmkghNR5RIMbo8PqSZQ52hIbiRzRAbHMAXDOIPzj8aUVnuGK9294/icqlUReefTizV3Dhn2aSykqxhUR91YUnOmGhJKUlk8ual+e9pHXAqC1c3SXz5B+LSujdP5PpGHN3WklpYVD3r7DPimb02moArN8ClqwWjKVmS0JYiNxPx8sEc6azNOyoVljUKzDMglFUTehceO53FMCWrFhWfc0IILt9cmki9cSzN0dYsq5c4KcFnD/fxkR/txJzhtnrWMPFdcBI+snUB/+MWx4z53gc6ONWW5OZramiq9xIK6uzeN8LP7j+Ner5g07og6YzFogXONg6NGIzGcyxoHN/m7a8O8vyOfj763gVF0yejodbLyqUhnni+H1Ud4OMfWFh0TOprvFy2tZLHn+3j8IkEoaCLaMTlNLSeEpSeWP5+Dm8F/tuTLYDy8nK++93vcvfdd7N3717C4TA/+vl9tFgSobsglyPX3oVUQLFtNN2NnbWc68vtds7BdAYRT2ALgZRvgZRwor+WtB0yOMn+QVEFthzTQ00iZGM3g1iKpT/6Gzp//BOGn3jKqVWWEuF2Y3R2MvjMs1TefDNDTzxBrr+PdOsp3M3NWAMDJA8fzqeNTLTqGny6GyubwujqQvUFyBw7iDU8RNmtt1Nz14fx1NWT6TqNKxxBptOMPv0wipT41p6H8HnRgmHiLz1DtrsD48gbKD4/0VveRcWHPoMcGkALlSFVF0J3k2s7AYrCyOgwnlWb8aw+D72mEWt0hPSh1/nQxk185NKWwubmhvoZ/eE/Ifwhwh/9AkJoWMP9XPrVV+ksOGRMTFHO54iV1pkNZySL/uaF/M5+aeYhfvEYAHdf2MSXb13jHKL4MFbPKdTG5Yh8g2kpTUgnwRt0CLo0CwdTq18CuSzCpZMb7MLqOYnWoCLCxUROmkZJ41TNG0TzzkxcLCNDqvc0Ll8QVyhKLpPEHYxOqDj0oM1gDAsgVA2X242rRMVkYR3nELHSXSquORhiGqZEFaDmxxuOG/SP5miocONzj9/Sgl6Vllo3mnhzkSaAWBqOdtk0ljuidYCQG3I+mKvW3pRwut/RYM3UiLou6lQrVoRnNjuV0uZwJ5T5oLa8dFSiMuQEWwHa++CVI7B1JTTO813gotWuvPmqYPWi8XPtqV1ZjJzNtecXe1mNJiU+71Tt1hhe2JWmu18S8o+v95X/9DQnBtMl55+I3/4K+NX81v9MMKaTArjt7u2MJiT3fXMzlRXO9fDP3zjKoWNx/vDi8fvSHTfW0dmd4js/aWftqhDvuLmBhc0+tpwXJRzUCAV1brxqPFf760e6aDud4rMfX1yIPJk5i66eNN39WSrKp7/2Gut93HV7E//4H0dIpcyS5/gVF1fi0QVVFTrf/UkbSxcFeP87mkuMJs8Ftt5i/F6QLYDrr7+e6667jk9/+tP88Ic/5J++8y3+xg5SbbvBFuQGRkEq2JZN/EQriq6BywXxjJMSdPKAHPvyVyGbQ3p1p5xGgrq0Eftkh9PWZ4IlQ5EtxGwoVYE4Sf9lT4yWSbug6bJV4ei2hBMSTh8+RnjtWoYeeczha0JgpVIIl4a7rp7U8aPYinDUotksRjwOqsDOZZGZDF3f/xbStglffBmxl57DSKcxBvpwRaPYKGSPHyW3ai1Djz6A0dVB2fW34l20hIF7v4/MZsm0nkSxDHKnT6G6PcicgVpRgxqtYOTxXxO69Fq0r38L/uqvEDheerXPvkj82stIv62KzBsvE7rhHQhNI7nvZVLPPgSZFIHLbipsvitaSfC2D4LmKhhzGr0dPLTwAGp5Lb5LbkANl5M9shtScdQl68htfwhRuxD32guLW1VMwSx11PMgbj/c0V6itHs2s8EnWFDm4dk/vxLyWik1XIWiuaZE08zRQbKdx9BrF+KKzC8MIqXEFhp6pALN7cNIxMglR3F5A06hwByhaRqR8vGn9+SU4vDIKEYuR2V52bSkRwhB5RwiWjlTcrovid+tUZNv0aOp4NEUVGXq2PoZWLNLKUlmwe8eJ2l+t6OjikwgBxVhQcUMgbzhhE025zSPBsfMtLUfUsbMZMulUdRseur6OdXNGQNOdjuVjbXTZKQ2LhnXp6lCoql23jF+fvslGoRjnSY+t0YkML6sYdpkc8U3rov/7kk6RrNzGve+f5rXapwVvGtTPf9wx/rC3weOjvL484O0NPmIJ3LceVMd+iQGrZA3Np2A5S0BUimrqE1WR3eah5/sZcOaMJvWOwcxEtI5diLBK7uG+OvPryhYQwBcfH6UpYsCBALj0+rrfAT8KqfakqxZPnuk2OsRJBKO1cTk9T5+KsF/PXCaG66u4bbraqiuLF1xqSjKlO07h7OLs0K2FEW5DvgqjqXnd23b/odJn7uBHwHnAYPAO23bbj0b3z0f/PM//zPr16/n/vvvZ1FTE137e6h2O43KbLfKuGhBwd+yAMXrwU4bBe2VdLvAMEGojl1yHlbnYOF3aU6ISClTRe5isj/WWYAtAdVGQUGprKLzJ/eS7h/Azmu8hN8NtqT+wx8msHABp//pK2BLtAXNyM4ORNYgfOXV1L/3bmKvbGfo8UfB58Ps7XEE1kJBr2uk4urrcNfXEdvxIrmBfka3P4udThG6+Er0sih1f/g5jESCjr//AlbbKcTKNVR/8JMYI0PIgV6sZILc6VOYsRFyt16H+1OfQItWEnvov0i8+hxqtBJvcwtaZQ3C7SOx/XGyh/ci3F7U2qlvY/qiFWROHSF9fD/exatRPT6EZSFHBrBTSQiX46pqIPPa0xCtQUSqUEJOWOLr7yvuVyhTCXL7tiM1F4qioK28AG2CrcHWv32CrrhRYu/PkF94E2gdzpRIb86EwSlTGsNuXvjiVUXTHN8uAzSddHcrwqXhrXIqIoWmo/tDBTH8mcA0TQYHBnC73UTKnIeNEArqXF86pkE6a+LSBKqAgEfDM8HMNOjTCfrO3P7aMCVpA4L5Bsr9o5L2AZvFNWqhElDXBM3zjAad6HUIVkXYRhMKAQ9sWOgI6c8UprTZfhBCXpsNLQoXrbQL46WM8XRmKYwknVqfXK70PK+3DfOub76EcQYP3c/M51Q9y7hqWQXf/eCWaT/fdyTOD37Zy61XRrlsS7ToM8OQHDqe4oqtUY63penszZYkLXmXICZm8C/cFKWr12BwOFtwjI8nTPoGDM7fWPw9TQ1ejrclOXQsUdQbcWlLCL8/TW+/QW21c90tavaxblUZO/cMc97aCPW1M+st160M85snejnZnix4Z40hnbVJZWwsCSuXhmnvSk/xGROKgi2VuQcGzuGM8KbJlqIoKvAfwNVAB7BTUZQHbds+OGG2DwPDtm0vVhTlXcBXgHe+2e+eDz7ykY+wYcMGfvCDH3DnnXdy6cbNdNntbMi/lWi6BxEKIodGiB8+hr+xwblT+n2QSTtmoZEQwdXLiD35QvHgyVTx35OrECdATqwMKXVuKw7nm9eJb+erF20bBgZo/MvPMnrsGD3f/QEAorwMu7Ob5Inj1L/7XbgWLiR3+jTmwCDC7cFOJRh5/lmaPvRRPPWNeBcvxVVTzejTTyAqKvEuWUbt3R9FFXDqr7+EnU5T9ZE/InTJlRitJwltdIhL6tRxur/291iDAyj+INHb348IhLAO7EGtrMa3fjPmhi0kdzxD8pmH8G26mOgdd4NbR9FcuFtWELziVmRylPjTD2KeOIhr3QV4r74d9wQfLQCZSYHuIf34vSAl7kUr0WoacV98PWp5LVq5E+Wxsmlyna3Yqgv/FW+ffh+aBnZqFNG4DLv7BOa+7YjzrihENl76i6tLHEsTY+dDIEFbeT4iWFZI533kB6/w5JGBmQ/aHJtOnylOx7JzJGz75j32NcvK+PYHt06ZLoTA4/HgmtCaJzwHSwcpJSPxNLqmEvAXk72MYdI9kCLgc1FV5qW6RFPqN4P+mKQvJllcqxH0Ol5VNRGJf56cM2XYJLNQ7ncI5rK6sb6H48d5pojWGBIZSGWhqkRQQwDfenEXL7X2zm/lJuKxM1/0/wWuWV7Jt+8+v/D3y3uTvLIvyfIFOptWBygLza8Qw8g5EVHbhljcxOsWBTKVTJscb02hKDa6pnDplrKiKNMYhKIgFLDMcYn9y68P8+ruIRYv9BVE62tWhFnY7OeBh7t48PEePvPRFqIRnQ1rywiHNBaX6L/4o/vaUDWFz3/CaQUmhGD18gAv7xrktTeGZyVbC5sC1NfGePiJbvxetagd0PqVYT7/x0tx64IXXhngqRf6+dBdC4pImcwHOs8Ftt5anI3I1vnAcdu2TwIoinIvcCswkWzdCnw5//svgH9XFEWx7f93taaf/OQn+dznPsdXv/pVLrroIva8vpuVVtbRNNk2Qndhmxa4NOI79zGy/XUUt46dNZwqQI8LjBzx196Y6rIOTluf3FloqGqP2blM3TWzRsWcfrLU3nIDwVOtBbJl5534zFgCzeOh5qabOP3d74JlodXXY7WfAsNACoF/6XKW/evXOPDZTyJNC5eus/grX0XoOoNPPII1NASqwOjqoP7ujwGQPLiPZCIOgDU0CKpK9d1/hH/ZSqxUgvhrO1BsC/39f0Tqte1kjh9Ga27Bt/kiAMJX3YYdH0WODCAzaeIP34cZG0GrX4B72dopRMscHiD55K/AH0RtWIzw5tu8eHy4l64vmtfqagXTQGbSmP2diFB5yebUIhRFv+RWEBqmaWCe2k/2uV/ivuRt0wvSFRC+CLbqQh56Bbt6ATQ7jadnetOWiWGs2IDT8DqfApXSJNd+mNahDO9+aIih5Nkx+Hyr8PiR4XlG3s7h9wluBXb8D8e1vHfIZGA4x4qF7hlJUmd/jl8+McqG5cXXZyggKA+rrFrskOxv3jfABev9bFwxNyuTpjo3V10YpaHWw7d/2sWiJg+3X+/0WS0L63z8vU3YSL5xTztGzsLvVVmzopjpSsizkfH78vBIjrpqN+etjQBwsi3J0LDBpvVlbN5YRm2Nl1BAwzQlv/xNF6GgxtoVBj/6eRs3XlVTEL9fu62ayRnwxQuD1FV7SSZmfqa88HI/8ZTFNZdVc9/9HYyM5mjM96M3DEn/YIZomc43fniS5YsDXH9FNQsmmbcqQkGZj+TlHM4IZ4Ns1eP4446hA5j8pCnMY9u2qShKDCgHil79FUX5A+APAJqaZjB7PAOsW7eOJ554gscee4zPfe5znDzdjik17JwEaaNFQtiJJLaU1Nx1Kx1f/wlyNFmoIFRMiYynwD9+ohbFJs6EaM2TaspJfiljX666KBAtO38zs2IjhdlUlwsLsKSJNE2Gd7zsTPd48g25bdA01DwJyQwNkj18CBSFwJYLCw2Uyy6/mu4ffQ87NkR81yvE159HcO1G4q+9RGrv63jWbKDs7XdhdnfiW+GYh2aOHcJOjSIR5Lo7EF4fimUhYzFSB/diHDtIYNuNBK66FXOwHzxe9GXr8JZXYJ48SvwX3yO3fB2hm+4qbI9we1A8HqzOU3hWbsK97gLSrz6FungterQ41+NauALb40OEK0g/cR8EIvhveG9JQfnYNG3hKszDO7HNHEyISshMCqvjGEpVA0JzIXwh9HWXIU0Dq/0ItgLmrifRlm+eImIv+p5AGSJQLMqxelqxu07QHIzw2hevmLHiUEqJOdKDnY7jql1S3K5HmgwMjfKhH73O/r656WbO4RwmoqAXBDr7TR7babKmRbB52dRrZiAm2X3U4LxlOtGQcx6OJCQKEPY7vlkv7MmysE6dNRpVHlbZsNzD4qbiQouVLV5O9+T41RMxbtoWQteUObcxenFnjJ374rz/7dUEAypLF3lpqnPuczv3xgiHVJbmo03ve3sd37+vg137R6eQrTHTam3CdXnHTXUk05JwXtj+xHO9HDmRxOMWrF4RLkS7AK67vAohbO57oIO2jhTbto7fHzaumyrQ83g0PvWxJTMWSGx/dZBfP9JNNOLiqour+LNPLi3q/7h95wCPPtXDLdfXc8GmKKuWhIqMUIs2T4HSUYRzOFv4/5VA3rbtbwPfBti0adNbEvW69tprueqqq/jyZz7Lw1//nmNq6lJJtXaAxwexOIf+5G9Z/R9f5tCX/g+51tPg82DncpDOQCKDUlmGPTLiNKAeMxoVeWNRyy7Id97yN4WCz5ZE0Z3oleJ1QshqYPxC969ayeipUxid3WQ7u8i0tUIuh9RdqLmcI5S3bWQqBYEAVn+/U4WZyRB/5RX42CedgaRE8fmxcwZ2LMbwE48QXLuRipvvZABBcs9rJDMJfIuXoYxVpnn9aHXNBC+8DFdNPbEnH8SMjzjELp0k1zMC0kSOjhB/6gFc9c0EtmxDK6ugJ2vi7ut0ChXyyBx9Ay1cjuoLIb1+XKs2Yo0MkDnwGsrhvXDx9Wh1zYVqP7WsEm9ZJdIwyJVXO+aulgQt3w7npYdRhEDfel0hyiTcXjyX3AZuH2JC70A7PoQ8fRTZ14FiZtE2XokWCDu2CYvWIEf6MePDMINNAoA53I15bDfa4o1o0RrnuPnLUGoXoda3zGrtIIRAj9YhzakastxgD76hLu67MYIWLsdds3DacYxkHCudwB2tnkTYplYOStMkPTpMZ1rl5v/YwSxt787hLUZ1UOeRz1xWaMMyhq5BidcNZRNE7AOjzsGK+ODR1yzKggoXrZrbrb+2XHDVeS4qwqXvZRVhwdWbiyNRv92eRihw1zV+pIREWpLJzsyOMllJLG7SO2SxqGHqrb+pzoVp2tRV63zkzrmJ5/YdTvDoC0NUletoqoKuCW692lk2lTF5cvsQlVEXdZUe9h2Js2ZZkI+9r4mAd+q+KZWD8Xg0JtrvXXZhBa/vG+HRp3tZPYmsbVpfRk9fiv1H4qxaGmDVstnN02ZrKfXa3kGGRgw++M4mdF1M0ZktXRTg4SdtfvNYF5//42VEI9Pfl84ZP7z1OBtkqxNonPB3Q35aqXk6FEXRgDClFL3/j6CqKn/yoY9wwXefcEpMhMDoGcTORzFkOos5mnRsIdxux5Nqgr7GNnIQDMBQ3IkKwfi/MN5GR5lAvMTZI14u22KN0UOFTJJTVI4qlfRoZdgCJx1oGBAMFBpdG6c786tl466vo+zSy+j77W8gncHy+wqeYGrQecNz19ejVVZhxmKICaRt4KlHkZ3tECmj/lOfx1PvWFFrZVFq3v9Rjjz7KCQT6FfeiOpz3qDk0ACkEmjhKELTMPq7sHM5yu74IDKXI/3Sk5g9XWjlVYhghOTLz4CRJXLLe9h22x187Wtf4+qrHb2UTCVJv/osalUd7iVrwOMn/eozuNdtxbv1OrIHXyX59P24mpcSuPqOon0mdB3f1e8EUyJ03bG4kAZW10kwsuirtkDZ+E1clE+10lbK63Bt2Eb21EHstjask3vR1l46vkykEj0y/YNAmgaYOUjEID6EFRsokC0tXI4WnqER7oQxZDIGmhuz8zAiWodeMW4JrgUiIE3UYEUhXTpdzz4rHcdMjKCHygpVj6XmA8cd3x+tZClw5O9uzK+LSSadJDEaQ3d7iFRUzbr+08E0Jb2Do3g9LqLh+TvdT4fWvizprM2SWn1ezaInwzAle9tsgh5YXl/sQJ8xJNmcE8k5U+xvh3gaVjVS1NtwIkxpk0xD2D/9vaSufOo67Djo+ADedL4g4FXmpUUTQtA0Q5HrSEKy73iWbE7hivMc+4d1i7XC3dLnEbz3ev+0FhDg7L+fPDKKJmxGk5KRURf1VcX+WysWelmxcO5avd88PUhrR5qachd33FBJeEKD65PtaXKm5D231uD1qhxvS/PgE324dcHGNaWr/4TqmC3P5OnVO5DFsqCszFXyhcXn1fC4Bf1DxhSR+plgy8ZyXt09zO59I6xeGZnyuderOQ1PpJyVuNn21GrLczi7OBslVDuBJYqiLFQURQfeBTw4aZ4HgTEL8TuAp/9f6rVKQVHVvFm5jVAEUlowGgfdhR6N0P1fD2O0d6FWRx2yJW2nJhucisR0qcq0EshbOtiWXagOfLNYletFKgpPeRazx1XLynQvfiPfPsiyQNPInO50tF825Ab6AfA3NSE0DXd9fb4XlkD15x9smlZ4OGuBIGPvOZ6WcQ8ZW+ZTpVIS2rgZvXoSITEcnZFrxZrCJK2qBldtI8LvR/gCTpl0LAbSxl1Vjauu0SF0bg8yHkOxJUrEIR1f+9rX+NCHPsTw8LDztakEtmFg2zauxhbci5ZBbIjs6y9iD/fi3XIlCja2XvoNTgitkBLNvf4MmRcegkAYpbwGwk4o3+zvILv3eWR2qt+PEAIRqUTYphMFjUwlF1JKcsdfJ9d1svC3TCeQUmK1HsA8+DKUN+Bauw1X/eIpy88Ga2QAs+MIdjaJ4vGjuIofQKo3gLt6AZov4PTkNDJke1rJdBwtkK4xuCNVeGsXnnF/w3QqQWJkCI/Hiy84+5t6MpliYHAEq4Thr6YJaitDRILzE7+nsiYnupIk0mbJzyM+QTTo9H8zTIl5hg6YuiZYXqewoFLBNCUZY3wcjy7eFNECQHFE8S8dhp7h0rNoQpmRaE2HpfXObaE/BtvWaaxsPhu3fadtz69fyLD3hMngqCwkoda0uFndMp4KnIloAbx+KE06I1mxyMMHby0raLPOFPuOJHnmlVEUIfij99VRU1l8P3jk2UEefGKQumo3igKWlNx1aw0rl8zQhNJWZo38bFxTxqJmHzv3jNDZPfX+EQrqrFsZpKcvw6u7pznI88DKZUEqo25e2zfM0MjU51HAp7FssZ94Isfr+4amHyjfQvcc23pr8aavOtu2TeCPcWpcDgH/Zdv2AUVR/lpRlFvys30PKFcU5Tjwp8AX3uz3vlkoY0p0y0KmM7ijUScFmDNp/OP3kOnqxbZMrO4Bh3e4XYhI0BHKpzNgGBMHKw2bgpbqbJEu1ZbUWHGOaRVYimBY9dGnBajLxpwVMXIIIXB5vYV1GHu4SdN5IAmfz0kdKgoylXZ0XpbJ6MHxmgb/whZQFeK7XiWTJ2vhLRc7ZCmZIL7vDZJHDxU9wF3NC0EIhu/7IcNP/BZpmngXLSWw5VKGf34P6ZNH0UJRcLkQugu9uh7h9jL6xK+RponesAARLMMa6CPXfZpLWhq59dZb+eQnnTSm8HgR/iBm6xHMjpMIfwht+XpwqcjYMIQqUCNOinEiZDo5ZT9K1QX9nYhABO/FN40L1WOD2IM9kE0hMylkYgSZSWHseYZcT6uznasvwr3tHbiblk89QNLEjg3CaD5wO9yLeeBF7OEelLJqlPJahMeHWtkwo5eVlBLTNDDaD2N0nxg//qEoas0i1FAl7qZVuGaIhuUGekh3HAVFGU/rToDQNDT33B9sUkpG+rpIjgwhpcSle/BHogTKytFnMT4FyJkWuZxZ7Bc3cX3OoN2PAgiUaS/BSMBFdUTHBk5052gfKE3K5oKgV+DRBcd7bPa124VWOKVgmja9MRtjss5yGqxuhM2LHc8s3xx7ZPfHbNr7Zx8/GhJIG0ZTkqG45LcvWxw5feb7YQweHRbXqVy92cW1m3Ve2Z9jOD53Mvvw9gSP70jS3m3h8wg2LncX9+orgSOtafYcnno9T0TOlDTW6Nx+9bg5b1tnhq/9qIPWjjS3XF3B7ddXommCF3YO88Dj/USjTr/BkVGD1/fFphxb25bMlpxQhPPdQgGXq/TMzY1+LAuGY3N8WZ8BPo9GNKyRTlvEYlMLanRdsHJJiHTaYmh45oIbBbsoOXMOZx9nRbNl2/bDwMOTpv3lhN8zwJ1n47vOFgrnlccN6Qy2tHA115Jr6ybb1cvGH/wTJ77xE3ru+RV4XIigH9kzCKqg6bMfou/h58gcOlE82EyJ74nTFbBz9tiTougzZZaKQ79tYKOQFONva3HVTdRKo9h2ob+Vv7m5IO7WvD5MwOh1ysWDS5eiejzInImdTqMEQjA6Qt/9vyCy2hG2N374D4i/sRu7t5fT/+cr1H/0j/A0LcCzfiPZ9jZ6f/hNZDpJ0+f/Es8CJ/pV/6k/p+vb/xezv4+hB+4l191JxV0fBltipVPIdIqqj30ec6Abz6JlmKMjJJ57FBub0M3vJnzt29Hqm7FzGZKvPoediPF3f/k/2XT+Zu79/nd414c+Suimu8i2HUOraSB7fD/G/p14L70BrboJpIlRVoU10I051IsWrcbsbiO76xncGy5Fq19U2GfudVvJChXhCyAmEBZt0Sqoa0H4AmR3P4cdH0Rbcwl2Io6SSgAUSJJMJ8ClF4T1MpPEPP461C9FrciXBHkDKOEqFG/AIYHlxU1wp0Pu9CHsTBIbBWGPEyKhexBzGENKiZnLYqs67urGApl8s7ClxLYlydERsqkkkaqaOROkUNBPKOgvOf9gLEkma1JbESx87pTrS3TX9OvudWssrJt928YE2/pZ2A3RILj1cXd3w5Sks8VpxMEkHDzttNxpmD07DDjpw/NaZp9vDAdPOzYRdWU2mjb9fSPodUxSIwGBrjrfM19bi4kwpeTVgzmqIoKL1znM8GSnyb6TOcqCUBZ0F81rGJTsoZhI2miazW2XBxwZ5aS0mpSS4VFZZPWwY0+KRMpi9WIvQsD9T44QCqhcvXU8/bdxVZD1K4rPM9OyyWZthmM5dh+Ic+FG54Xs4vPKWNTgo7ZSxzQlv36slwNHEnws2MTiBePp7Lnob/fuH6F/IMuKZUHUadpCpdMWtm1TWT5HRj0DTFMyPJpDVQXVlVPHG4kZPP58P1WVHlbMoBFT7DzROqfDfEtx1rvO/K7ANi3n5MrmwLbxL12AOTwKgOryEtqwkvj+YwBoFRXITL4HTDhI3btvGidaE+GdQ5Rg4kld4gS3c7bTIHsaqLbEnHTYTFtFk5YTCpY2w6/vITc8jAgGUGybbG8vNmD09DL04ot4GxvxLV6Mnc0gU2nUcudpkD11kvjhw5jxUfTKaiquvRG1opzkvr2c+NJnGd31qmMWapnodfX4N2xC+Mc1Xa5wFHe0HN+S5UjTJL73VUAigmHsbIbkq8+jhUJ4Fi0r7ABXfSO+jVsLgnbFzJF+4XHU2gZ8227EZ5v8x92386nPfZ7j930PmUrgXbkR4fHhXrwa36U3otU66VGhe/CsvRAlHcfqzru2e7zYZg4z5kRjZCIG5FOKqkC2H3FIUx5CaE66E1DrFiEalyHC5bguuA51wcrCfDKbxtz7HNax3RMORA4yKRTMcZG7x4+6cC1iQrTNHO4l13HEadUzDRS3D+EN4GpZj6tx5bTzTYQ0MqTbDmLEBpy2P9kUqss1b6JlGpkpKUdwIk/hqjoCZRVoLjcuj6eogKDkWKaJkY8CzxS5Upiqa+wdStI9mCy5LvOFEIK6qIuK0LgWyJSSI505OgfmZ7NRFVZZWDVeXdfaBwc6ITWhaqDMD8vqS3tlzRd7T8GLB5miF1q9wCFzs3HdZAZ6hxW6B20CPsFVG100VM7vnEikJImUswJZA050Sdp6x1eoqVZw6yUeljYXa61e2Z/l3ieSjJSIeL39Kj+3bfPjcQv83qkbcaTV4J4HhjnePh4FunlbmDuuiQCO1HQoZnK8Pc2TL40URaMmn2ctTV7+9MP1VFXo9A/l6B/Kcc+vujhwNMG6lQ7BP9Ge4sDRBCuWBqiucnPgSJxMxrlGFWXmNKKUEk1TuWxrJae70jy/o7QkOZGy8uO8+XPa49EI+F0Yhk26RMWKDSxZ4ENVFJ54drpuGePzKiU6MJzD2cP/r6oR/19CAkgLVAWkjZlIg+7cKPoeeQ6ZSBQ0SmYiDjIfJSoL8PLVd48PNBbNEkDuDELDpdr0WE66USkRirYUgTbpQtWwMIVa6DKz9+Ofw1tXTWD9ehIvvAjDo9jlYUilOPSFL7Loz7/Akv/1vzj6V39F6vAhrFgMXBrG6CjHv/Q5PAsWUP32O6l7zweoufPdHP+Lz2EO9DP8219jmyZ2IoESDOPbeD5993yLspveDkYW98LFVNzxPmTOJP3G62BJhKYjXRIzEcPKpDF6u0hufxLP+gvwLlpKxfs/5ejF8jdHs+c0VjqFsX8XwpK4tmzj8o/9KR8ezPBH//B/+NXCFkaSaX793W/xoeu24bnw6vEUoGEgyqvxbLsVEcq7l/tCCI8X4sOY7UfJHdyJe9PlaFUNKKFyhJFF2jaMDheWkYkYuX3bEQtXoS90GswiJunAXG6U8nqUCVExEYigrb+8yFbCOrEbO51AW3lRgYDZI33YsX6oaIR86w6ZTTneW9E6hKahz1BFOCOkCdJCaDreuhbQNEcvlhxB9QQQc2hKnejrxB0ux1siRTl2nLx+P17/7EL24eEYlmVRVVUxYwSslCg+5HflW9OML5dM59BUBfdZCFFJKRlNv/mHXk0EvG5HYTAmjNY1hboZWu5Mh0z+FuKZcJiEKE2oRhNwqAMCHqibIXpWHhJcsV4SeBPRrMdey4ENt1/mxu8R3HqRGykd7ZpHF2hCUFsuePVgFlXAecudSEtFRDASV8durUWYTctVEdFY3OyiPDJ+rMsjGumM5Pu/HqS5VucDb6vgoWeH2Hs4xcaVAaKRqWM+9vwgpmVz4+UV1Fd7+PTdTXT2ZnhpV4yQb/xlobnOw23XVLNiSYDjp5L87P4u3nFLLZvWRpC2PaMFcWd3hl891ElTvYc7bqhnQdPUKofBYYPd+2MsqPexellkxm2fDX0DGR58tAvdJVix1F9wsJ+Ie+5rwzAkF22J4vXNdL0oCEU5p9l6i/F7S2UVcHoeWnLMsh07lkCJhii/5Dx6fv0EqeOtjlnpSMIR0ldGHLF8PgIGjBMlydkxNZ2AUlGupKKjYOOT48QuaGVJjJEBBczRUZJHjjq+YfkHop1Oo0bLsZNpTv7jPzL08ius/L9fpfmPP4k7HALNhTQNbJ+P9LHjtP7933DyX76C0DSWfuX/sOhv/onojbfiilYgAgFGn3mUvv/8NnpDE1Y8Rt8vfkrH1/8ZM55Ar2sgetu7qLj9fc6uiQ0jdC9qKMLos4+QG+pHJmKYsRH6vvevxB7+r8K2+C68ksjbP4haXY/wehFCoNU28tf/+m8M5Gy++x//xumHf8m///inyOEBZM7A7O/ETIySeuxnZPdsR4tWFwiPcHvwXHIL+oZLUMNRtKp6hN+JMmmRClyrt2Id34fxymPIZP64ShPbyICZc1zi928n11kcyRRC4FqyHq2qsXj6WEpRSnIn9mAl4yjeQNHTUm1chrbsfNB0xwkfsIZ7sbuOQSo2r3NEmibScKKuQvfgbl6NXuaUjwmPzyG7mSTZ3nZy8WJHeykl6d42MkM9E9bfjTsQxuWZ2bV62vWRkmw6VYhG+QM+gtOkDmcbx5Y2Pu+ESJQp6R1KMzjHvnuzQ+B1K+hzaH49E0I+QWO54PQA7G5lRi3XbNjTCq8cKxQIA7CmGbYun9qUujICi2sgUkLXPZqS7DouSWbytg8B8aaq31Y0CZY3jS8f8MJjO00ee6U4Kniq2+Jk1/h9cFmTmxsv8pVMI2YMyQu7U3T3l47wVkY1btkWKSJb4Gij/LrA5xbomuC6i6O879YKohENw5A89OwQB4+P67pOdxt09BS/CP/ikT58XoUrLxpnxB6PxkWbo0QjOoub/dx6TRVLFzr3T4FS0v4hkTJJpUxqqz0sX+Ln6MkkXq9KVYWnaJ5T7UksS1JV7qau1sv9D3edcbEGwGjc5HRnhmWL/VREPcQTU/dhfY2XE21JXG6NbRdOXyk89oiZXvl4DmcDv99kC+F0sVUU1EgQTBN7aBR3RZSq265y4uV5U1MSSeRIHGsoDt438Yo4X0zib5Yi6FGDLDUHUG1JmZWiykzQpefzFboLUmlkOkvy2EnC528u+H8p0oJwCBIJWv/9P5CGQfUtt9L46T+BTAZicVo+++dUvO1t2IpC7PFH6fzxDxG6G9+CBYTPv5AFX/wy9X/2P5GpFEZbG5FrbiawbhPBCy/FOH6UgQfuQwhB9Ma3E77kCmedk3HHINTKYScSRO/4AN7l6xj57b3kejqwJ0RbtHAUz5KVRG58F971F5JpP87o479Azaa550f/yf++/wnkYBdtvf24r76D7OsvknjoJ8iBLqddTjAyZRcKfwihe1DLqnBvugLhDyHjwyQf+U/Sz92PqG5CNLSA2yEYIlSOfsmtqDVNWJ3HsQZ7sGMztd4phpQmZs9JrOFeVI8P15LzisiG0HSEN4B1+iDmkZeRRga1oh5t4RoIzC8ckutrxWjdN064Stk2ePzo0RoUderbr5UzsCf4dQlNwxutnlU4n8ukyGWmVlylk3FigwPkss76+Lxe/HOIgE2GkbMYjqdJpMaJlaYJKsu8RENvTu9i5KsJdU2wpEajsWLmVOhM4wzG5QRrjXzP+jeB2gjUls2eGgQIeBRWNSv43MUPyYwh6R+Btl6nH+JEnOg2eehVk9HU/B70Kxe4WLVwnPgKIVhQK2iqLv7umy/ysKRe8NMnkiXF8qaUtPeYGKZkOCbZfSTLsdNzI889A7lCJO09t5RzySZHwuD1CKrKnXM7mZYcPpnhxIQxb74iSkVEo7vfOc89HsHWjWF6+g1++Vh/0XdIKWnrTOH1CC46v5xQ0NlmKy/TmMhXpZR85WtH+fd7TqJpgluvq+e262sLzvBjePK5Xr77k1ayWcnnP7GEsrCLzr5s4dEyEZmMiZGvdD3VluSnv2xnpISYfvHCAJ/7xFLKwm5OtaUYHM5w/0Od7D0wXuV43RU1bF4XITGa5e//7TDHTyWmjANjfbRnr7Y8hzeH31+ypWpOCtGWoKqIbA5R43gktX33XtZ+7ctEtm50aL9bR1REIGdhJ1KEN6xAKY9MHfTN3mnniAOuaoRtc2XmOOtz3RzwVJPADQL0htqCHMAaHSWx/yBKwI+rtoZcPO7YM7h15PAwfQ8/jJQSo7sHUVGBEgjQ/i//SHzffvSaOhCCxOu7MIYm6A+EwDh1HNvlAVUjFx8BBTJtJ7BsG3fVVH8qV7gMWyhYyRSKP4BMZ51Kv/gIwuvHGuovkIXJsIcG6Dt5gnVbLmDPvr18+p1v47M/+jXRsigd3T2Y7cewbQVR1YASjs7tKQVItxcUgRzoAinRV2wuNhPNZrBOHsA69CragpVoS8+b6+GB0WHkiTfAG0ZdunHa2WyXB5lOIrNJh4CFq+YdAUL3YRkZzOTotLMIIbBSMXKDHYWK1LHpvroW3BN8uuaK5FA/yaGpOhC3148/HMY1qTrRMLLEhoewzLlVwekulcqyACFfMekL+lx4pkkhpjImI/HsrBqvjoEcbX0GUkrcLjFrOms69MdsjnXbxPKcs7FCsH6BE22ZL9r64HAHNFbA0rnVUJTEcELyxG7nMt+21iFuEyElJR/yMyGRkew8kmM0WbzglhU6G5bqRTYYPo/A5VKY7hC0dln8+rkEh08Z1FZq3H5lkPNXz0zsTVPS2pnlpw8P89LuYvZ4oj3NkztiBYJSFta4++1VXH1RpDBPLG5x6GSazt50YbyRUYNFTT7WLisOCx44muTfvtfKa28UR5hL6eN7+w06ezJkMxaGIRmJ5bhkSwXBCb0VO7vT7Nw9woJGL1WVHjRN8K7bGvj0R1pwT/K+MgzJv33vBD/+paM3betIcfBYnOGR0prCYEBjy3lR7n5XEy/vGub5l/s5cjxR9PlH3ruIjevKiYR0LMvmX75xlMee7Skax5YgbTntMTuHs4PfW82WotgOkcpfRbnBEYRtIwEtHCTd1omVyDeYNg1UXwWSEQBSHb24asoxBkeKB53vXWzWlSw9OaeovO6uH59NU1BUQILR3uk0s1YFCBUrNoSiu9HDEczePuxcEvw+9PJyXOEI6VMnaf3Xf0Z4vTR+5jMM/fpXWKMxsq2n8K5eS2DFyoI3FYA5MkzPz/4TMll8F2zFHYkiMxnS+/c6FV9XXjtlfbM9XaguN3rjIozTpxh99QWiN78DfelaMscOkevrhmmE1u6157No6Rr+Y+WF/Okn/pDcUD8WCm63j5MnT9J4+a0gVISmkdn7MiIYxN2yasbdKk0T68hutDUXIk8eRA51Q21xe6js3ueRI4NoSzY4PQxncXUvjJ1JIX1BFH8Ye6THiRj6im/ouY6jAGj+MKbuQVhnnn52BULYLjd2KoZ0uaa0ARqDXlHvFArEB7GTI7hqHKf6eZO7PHzRSqxclnhPB95oBVq+QlPTNLTgVFV4NpMhk0nj9ftR0UqaPk6EEAK/d2Z92WQMJwyyhkXA6yJjmOha6dRZeUCQs+wz3vbCOEEFVdjM0xqsJAYTEEtBwAd1kTm/M0yBW4PykFNx6HFNjXQuqddYUj/NwtOgf9hm30mLgRHJ5uUuKsLjY7b3mjyzO8dl61wsqHWukVWL3KxaVDr6WFehcsEqN821zrGtn4NQ/9fPjNI/ZLBqoc6yBcXjHj6VYd+RNMmUxSXnhYhGtClpx8ULPHz0nbWF6Zms5PmdMSrLXJw3ycRUU2EkluN4a5ILNo5fS0q+EbU5oRF1ZbnOB9/ZxIJGH7v3D/OLh7q467YGNqyZsJyASJmLC84rJ2dK/vWbx1i9LMDN1049CJoGTXU+ysqcaNrFW8pZvTxIRfn0mZT/+MEJjKyNlLB2ZZhbrp36srt7/zBN9V7qaryoQilqjD4GM2cVbds5nH383ka2AIfMaC6wJTkjjdnnGL81fPRdHP3rrxE/dMKxT7Ag1z+IVlMBQO50F8aBEtWIZ3vdxn7mMGsBdp5EGhYoAhEIQyZDsrPLSTHaQCKF4tLxL27BXVkFuo60LAbvvx9p4wjGpUSOxhA+X97k1IEY608hLTSPFy0cIdPXizkaQ/F4p/QmBBBuN1YyCT4vWmUN5ulTyNEYCIGtalipFNZw6TSdEALh83PppZfy3MO/5Q+3rGY4meZUayvPPfccWnUDWmUtRvtxUFUUUUKJOxmZFLnWQ1gnD+I+bxuuZcVRK5lJYfV1YisKroWrZvTDKlrOyJB7/Unk8d2ozatQ61rA43Fc3ye8NtqDXdiDXeAvw65oLKQvzwTCE0BvWY81OkTmyE7MVLzkfKongBYow85lnSii/eZeDHSPD1V1YeWySHP2aj5/IEi0vBJdd2OaOQb7eknGS6/rmaIy4qEm6sWS0DWYZmAabVc44KIiPHciZ5iSY105BuPFUTmPLqgpU884MjYRa5sg7IUjnXP3Sy4Fn0ewdYUgnoGn9lIylZfKzM/ctbFa4cKVGr1DkuMdxQ9kt+7YSHhLaLIm4zfPJ3ny1TTnr/YSDsx9n9VENeJJm+4Bk+rycSIlpeSKLWEu3RzkjSMpHn5+iL7BqTtPCEF1xXgHgYBfo6pCZzie44VXi81FQ0EVzaUwMmoUomUA9pg9woRkm6YJLrmggsZ6Hy3NAaQFDzzeU7Rv66q9/NkfLmXNijDplMneAzGen/SdE9fzXW9r5NptNYXxZyJaff1pTrYmsbH5+N2LeOetjXjyBTddvWm+/M8H2Ll7kO7eLD0DGYIBjc98bAlXXlrcEsCybEwTzLMdLDiHIvzeki0ppXPdGAZYNv6li5wYu6biX9hA/xPbnVY9eVWkWlGOFsg/FMeqD88WJhMqQT46pczquzW+jLNCcszSQlVQA37W/Pu/gKrBwGBRWVPkgi3o5eWIQABPczOKEKROniAXHyXX2goeLxU33Upg3frCVxjxUWKv73QsDlQNV2UVmbZTxJ55DNsw8J93wTgZy0NmMiheH67aeuLPPIrR20XZTXdiJkfJHtyNcHvQwmWo4em1SmY8hjnYizy2n9vWLuO1b3yFj33sYzQ1NSGTcRLbHyXz8lNokQoCV90++64KhHA1LsUa6CI31Ds1aqXpTmVpzphf9ENoKOV1KGXVaOU1qI0rIJXEfO0JrM5j48OvuABtxQWQHMZuO4Rxcv+bsjcQmo4rUokiVMhlkEZm2rSsq6IBd/MqhEtHmgaZ9sMYQz0l550Nui9AqLYZ3RdESkms5zTJoelJs6sQIVVQhCj4wJ0Nawdw9DQeXeDSoCzgIuyfA/GeAzoHTXpHil3j3wyktElmbKSc+OB2nN5XN8FcA3qm6bT4KYWIHypC4J60CxIZyeOv27x+Yu4KHU0IljUKrj3fzdqW4gh0V78kUfpUm4K2XoOu/vkzyYvPC7BhhZeAf/w6fXVfkm//fJB0VnL+Gj/XXhSmvdtg39HSOySTlTz45ABHTzlpyI++s56acjfP7hgmY4yT6Mqoh8sviNLekeEXD3eVGKn0/Tha5iKZMunoSDM4VHqHqJqgtsbNmuXBkp/PF//12y5CQRe339hAbbUH34SKw4OHR9mzL8bzLw9y+411fPjdM1Q3KzaKomC9eZ/bc5gBv7dpxDHzTyd6ZKNXOlErTAtVd+FbtpDY6wfGmz1n0tjuCekgIcZLhsaaUc8VyqR/J/6eH3LOJKvEUKiAbaMFQ5RtWF8gWIrmch5yUlL1nrvQAgHiBw4gY6NOlaXLIVDW6TbQg5Rfehl65XgVS+tf/QXmyBDuJcvJnjiOXlND1/e+QbajDa22nuglVwKQGxp0eiNqGh3/8lfY2QyVH/wE5kA/etNCXE2L6PvGVzD7e3A1LMKzoGVK9EiaJhgZhC9A6vlHMPq6sLMptKalRG79AN98t0N80wd2kTt+EK1hodOTZI7Nv6UiEC4PsrMVq3YB6oS+iDI+AmYOxT97C5qJEJqGvmyTsw86j2O3H0IsOQ/FF0LxjItmx7bVzOZTjPEByKSmpBvnA7V6geMSLzSM1v0oQsG9eKrOzCGPeQJpg23lxtswnQEmElUFZU4vIZqmUVHlvF3H43FSySTlFRVoc0zVTof+kQzZnEVDpZ/y8NkrYlFVhWjQpjJ8dt6wBuJwuBNW1DuO8WMIeJiXPcORLugYhAuXTe2nWBMV1ERLLCRtQj7HrmI+EEJQO8leImM4BLSmDPyz1CyYUjI4CoqtYEo572jg1RcWX4u65jikq8KJAG1a46ci6jSr/va9PVyyKcSKxeM7JZ4wOXQihe5WWLrQTyTkYs3yAE++NEx7R5ali5xzT9cFd9xUh+7WaKidcDBmub0LIfjAnU389qluvnFPG1/45JJClGkiKqMeDh6N88rrQ2zZWOoAzR2WKYnFcrhK9D3ctL6M97y9kWdeGuAXv+nk03+wZNpxpLTzMYVzEvm3Er+3kS2HLNmgqo7P1mgc8mLcPR/+IqquoUUCkC8Ll4kUCz7xvvHlJ5KruRAthZKpwbHoVeHHNY9o1pRtyj/wFAVFAXd5lN7HnoBs1omUSYmd751o9zni5uSpU2R7e0FT8dbX4a2vB5cLTJOTf/fXGMPjPbX0xiYkCrnuToSmIZNJ9MZmXGXl1H34E/gWL2H4+adp/V9/ysCDP3dSkdJGcXvwNC6g8u4/whWtwOjuQKoaZmwELRAgcu1tAJiJUWJPPIDRfZrUK88y/IsfYAwNoC1fh2fZOkS4An3hEshXz5mxITK7X0KrbUZUNyAH+8btG/KQRobskb2k97xE4pGfFj53r9iEe9PlkElijY5vo0yOkt2/A7DRZhC3TwdpmmRffgiz7TC4/QhfENfaS9Aqp4rQ5fFdjkHsss0FI9UzhRACs78Ds+sYanktomyqdqPwvVKSOX2Y3HAP7uZVuCvmKeIpAcvIIqU1b8sIIQSqembVgJOhqgraHItUUhmL411pkpnZX+ebKlwsr3ehlyCD7QMmBztMzHlE53xuqAjOTlBmQ0UQqsM2mpj7Q/Jop1OhGPS9+TL/Y50m+1ptlje7Zm2zownBxes81JYr/Ob5FIYp6R0yyZ5htHD9Cj8felt5ocG0EIJFjR5ypmTP4RS/emKQkVGDnnwkrbJc5yPvrOGKC8cj6MtafFim5OU9I8Xrqgnefn0N56+PFKbZeWMEm+nP1VXLg6RSkkzWQi9BgKIRnaYGL6OjuZJWDfOF161iUToyHAnrtCz0kU4bZIxZXqZsG0WxUc9COvwcpsfv7d61LROwIZdzoiGZLCIfc7elxEplaXjPbQWy726uQ6YnaECi4fGeFwrgm+aVdKwlT55kOWJ2pfDvvOCa5kLXxqN00rb5u1gXvisuZcmX/5zRN/YVInBqWRikRK0ox7/McXHPdnagSAvF5Wx7pqvDSZ26NHzLlqH5x0lA9LIrsQb6sAYHca9YQWjzhWjBIK5oGe56x29K6DqKqjO66xWM7g7ctfWIUMQZIJcjtesl+r71z/hXriP67g8TufWuwvhyZIhc61FyvV2oFdWolbXEH/0l2f278LSsIHzdHZhtx8ns3kG67Sip3dvRFyxHX7EB78rzCN50F1p1MamRfV0Ye17AGu4rbrmhCexUHLVlNVqj89Zn9p4m/dwDKG4v2pqLUMsq553iklIi+zshPoS+8QqEL4jMGSXTeqJhmWP34A1iHNqBOXxm6bzCJkVrsc0cqieIa8aWPhLbyjnmp7PcYKVpIM03ISKaBMPIMtTfSy7vKu/3+6morJx3VEtKSf9QgnhyfL9WhL3UVczN08vGERXPtR/cdGPOt7qvrd/mSCcsrgWf580RnuoycGmw/QikMnPbkLpyJ3pmlzKNmicW1mhcslqlLlq8b0ZTkt9sT9PaXXzeXLnJy6JGnVjSpmfA5JdPJ9nxRhbTksSTZydFu2qJn7vfVslVWyM89Nww3/l5NyOjDrEpj+hFlaKt7RniSXNu/lIKJX22JuInvzxNzrK57MJoyfNFSsmRY3GEpnDBpjcX1YK8xsq2SadLk6knXxikLOJhySI/fQPT53pdmoqmCcQ8SPs5zB+/t2TL6U/AmMkImZ5eZNqpPqx7x/X4ly+i7Tv3OmIKIHv4FB33/BIlEnSiXYMj4+THhvDWDVO/Y+z5Ieapv5oO05imKr5x0qe6FFw+Lz/xKYRXLiewdnVhHUUwiKIoKC4dLd9ayL92HYrPh6umhmxPN2Ys5ohBsgZ17727qBLR07LY+cXMEVq3CU9jE+HNF2IZOQafcFpjhi+4mPBlVyGHBkgfP4Ioi2IND5Hr6cTdvAj/1ssxYyMkdr5IYP0FReJ7vWEBkTs+hHf1ebhbViACQRQBxukTxJ96AIIRvBdeibZ4Bcnf/JTs7pdwr1qPu3GRI6Qv5bFV14T34hvwXXQd/uvejfCHMOPDJB/4PtnDr0N8sHBjFP4gWmUdniXrEL4gxo5HsDrnVwih6Tra5mtxbbiiMM089Arm3meRE0QRUkpEWZUT8bJykE5i532r5OggZn/HvL4XQPEGUDSN2dIBQmhOE+uq5qLpRmKE7Eix71C69zSprlOzkk6Xx0ukrhl9lsiWtCSWab1pnZaUkDFMMtm5RQjSWZOR+PjD3+/RWFznJug9s9Rl2pD0DJs0VAhWNczdPmKsfuUscB3Aed8LeQu3qQKklMRLeGkpikIsBZ2DNq8dMznWceYRloBXsGKBPiWKk83aDI5IhhM2hiHZ/kaa3kHney7f6Oa91/qpqdBY06KzpNnFq/uz/PjhUfqHzTdl9DmG89cF2bIuSE+fwWjcIj1N9NIGVCHmRDwFyqwKhcWLgixv8bNj1zD7Dk01JxZCsGF1mGTCZNfeoRIjzA+3XFdL0K/xwKNdJSNl776tgS0bozz6dB+79pQW5YPTJkvVFLRpmmefw9nB7y3ZcqwRhLMHNBUznoKMCZpKxVVbib1xADsWdyr4NEBALplCD/tRNGc5JZNxPlNh9LmXQcVJA479KPkI1hx1RPPfiLFf8jcL1bmZfmrZOh588EEee+wxFJerQPSEy1U8P6AHAiiAqghsy0LR83Xs0pry2q+5PSgeDwjB6OuvAuBubMbo6WD0xWcKD9CyG26l9lN/jm/lOtKvvoQ1OuT4mgEyGUcNONGy1IE9GN2ni7+jrNxJUaaTmCePIAIhFJcbpbIO8+QR7ESMXG8nMpNEX7QCbYLWKnvyEGZ/d9F4Qmho9YuKNGFyoBvZcxoiFegbLnemJWLkWg/hWrUFUVaJFq2GYARj/w7M/k5kIjZnguCqaUarGo+wKWXVKGU1BWIPYHWdwNzzDDI5ivCH0dZeiqvWEbGaXceRHUecqJKRQSbn5iqvBqPoSzYj/LM35BsjmBP7M5qxfsyhniIvLi0QQQuWTfOmbpLo6yAdn/5GPhker5fy6hrcnrmLk5yGu0mMieulCWorQpRH5pa2HBjN0TeaK3qYvxnrh8G45PSgTSozv3FqIo4d33Bpf8l5Y0GVwpalCvqkRtStffx/7P13cCTZleaJ/vy6CK0DWovUWmeJLK0FWayiKmo2W3ezZ7qn3870m1Vmb+1tv117szMth63IptaaLLKKpbVOrQUSIqERQOjw8Lj+/nCoQEQggcyqXnuW+ZnBMoHwuOHu4e73u+d85zs8cwhGE+XXbF0Ibt6o0NEAQxMwPF193IkZyeD4lRGfuojKx+70sK1HZzIlOXLW4uyQ890NT0j6R0sYmuDADg8tdRqNMUFbg0YqI/nnH89w5GwN1f8qccf+MF2tbr724/H5dOJi3LwnwvaNAU5dyPDNH11a/v6ey0ws81Uf2BtldKLA9IxFMFi9OMOcNdOdmr76NGI6Y6HqCiVpU6xCUutiBgePTuEyBDu3LW+WrCqgqteuhPvfAtcs2RJCmTU1LYFio9ZFHOKkSPr+9uuYwxMoYT/knOoVz8ZefL1tmJdGwSo5UaqA1yFUs1VVSxvpvtdQe1sWvjHVufHFohSimGVfIdXgy1/+Ml/4whcYPXx4/v1WOuUIpxsc0Xvm7BkuffOb2JaFpYBdLCLNHBgGWixO+uwZTv7x7zH18gvO+y0LzXCjCEFx+BKZ40cA0GP1TrpQCKx0mtEv/VeST/0cxeVC8XlwNbVhNLVQ6L9AKZXEt3M/7t61JL73z0z//HtVj1ULhPDf+yFEOI4aiiITE2RffZL8iYMYkToCdz5C4N6Pzm9vDl0g85Mvk3nxl5c9j1rbWtz3fQLvtpsw334GOT2OnBrDOncMa7gPABGM4N68Dy3SgJ1NUnj1F1iDZ1f8Xc1BZpOoLd3ovdsB6bT+uXAExeND8QTmQxKL+ylq7ZvQerYjNINS/wmss+/WrC5citVM/MWxi+QvnpwnV+66NlzN3SCt+YnHFYrhjtRo9SFtx4G+uLpGzqslOaZVJJXOkZ/1RJBSksoUVjVWXchFc9R1VS1rFqM+JOhtVOcF7VZJroiMSwkj03Dm6jLGl0XA4/RXXCphE7M9DINejbt3CvavX9hASslbpyxO9lu8darEy0etK67A9LjF7GdpfOhWD5s6NSanLV48mOeZN/NlpLe71cVDt/gJ+Z2G1B5DIW9KfvRMkndPXjnx2rEpQHOdhpQ2fl/17/3zH2miWCzx1MtTJLO1CdDcstNaJgj2yluTDF3KcfPeCB0tlYsA05QcP5NCNxRu3HP1acTpmSKJRJF13X6i4coS1jMXMqQzNhvXBElnlml6j41QlFpWh9fxHuGaJVu2tFGwUVQVBRtfRzOKz40CmKPjeNoa0cMBFN1AURTyiWly5wcdp8A5TF/l8nQZbiY0peLH7ruEELO/KwsRM4GNUJX58Wy3yu0HDvDYo4/yn/7hH+bHlAVnglKjMaeH3cgo5ugwtqJgjY2BLTHCERRVRY/GkKkkxekpCv2Oo3Fx8CLSZTifIyUiFKYw0Ifq8RC86RYA8v3nyZw4QjE1gzBcuLvWoug60jRJvfIM1ugwMpMGzcCzZTeB2x8oO+7c6SMkfvQ1ilNjlKbGMY+/g7FuC3JmEsUfRPX6yL/1HK4t+8psJoTXj9rUgbFue9l41vgQucOvk37imxROHUSaJlgmrq4NYNuUpkaR2QyitQsRrad49tB8v0IRacC1/17UulZEfRtaaHUPSJlKYB18jtLAqdk/AJaJtIrY02MosWZEFY8t4fUjgk7plxJrRWnscOwolkFxaoRiYnRV+4fhQbi989WqTvRPITt0lmKi0h2+Yj81nUBTB+5wvOrrUkqmJ8dJTV9dysRt6NTHgvhnNZJ502JiOkMqu7I2L84YAn+VlKFlSc4OFxifWR1hNDRBxO8QCiklR/ptTl26fDrK61ZoikCoRkDOtCC7QiuF5VCSMJqAc8O1t5nrLTgHS8LFMZvBCZvd61Ru2qzhriL0Xi0iIcFLhwv86Pkc+zcb3HuDp4z0nh8q8OLBHCG/4FMPhuhtd2NZMDZVYnL6yitl01mLo2dyqKpS8zjePprCsmDfjiDeKtWD81hB2jcSMljXE+DoyRRvvFN5zRuGYP+uCMlMieOnand8WCnW9/hRVYWxier3wZouH/fc3kD/cI7v/2yo5jjSdsy9r0u23l9cs2SL2ao9cC40f1vrgm2AAq2ffYziRMIR0OsqSr6AlUwjFFF+1gSUFagsF9wSS0iUWkmo5n6q7W7NzyguWrUIsMYneO2BD/HR4UnOTIzzm6ST5rHzeXJSkj1xnJN/+qfozU30/k//C+66OKqQ6NGoY1BZNMmfOUUxlaTp81+g7oOPAmA0tuDpWQfSRiKRmTSlVAp3Vw8yX2Dq1z8nf/YkFAr4tu9F8/vxbtqGq6ObxK9+hG/vAVy968gfewchVKKPfBI9EiV/5th8VEBmMsjUDJkXnyL79iv4b3sQT8caFENH+MLoXeuwDTeYBXJvPkf6uZ8jpUSL1BF49Au4ejaUnRrz9BGsMwdRZlXM5htPkX/+J0jLQmvuxHXgYUS82Uk39mxBa+0Fw8A8e4TCwReR0kJ4A7i2HUCEapOK4uGXKB5/o/wFlwelrhU17ESGhKahbb0VvWMj9swEdrr8gSxTiYoIlhapQ2/oWjaCI6WkNN5PaWIQc+oS5thAzW3Ldi/aiLupu6Jvo+oLonocqwrLzJelGpdCCHX5fStZWEWTmcQUuWym5nbLQQiB22XMf47b0KiP+vG59arpk5XCkpJEpkTRkpRWqpSvgYBn5bYNO7oUtnZUf1Ac7YdXTkP6KjNpQZ+jgEhmV/4eQxPct0fl5s0qXje8fbrEoXOrI6HV8JPnc1yaKLG5W6O1UaOtoZzUnLlY5OjZAulZkf/AaJFMTvLZD4S4bfeVGf6aluS512fI5CU37grWjGgePDZDJit58Pb6ZdsszV3i1R7Nc7CBXF7idmm4XOVjDQ3nOHhshjXdAWJhg1yu9j01Op7n2KnLSwdKtqC1yUt3h59f/maEn/263BdsdMLk5Tcm6Grz8OGHnYrjgaEsA0PlF4UQAtu+bvzwfuPaTdKK2UiQYUDJYuLNtxFuHZnJ42qI42tvRgt4sPJ5MFTsdNoRoIcCEA0gL02UXZ3KglYecbUaLcGCgL/a3+dgs0D0FECCiMyKykdGUaYm+I/xBv6HMyfZ0d7O9MQ4f3XhHH/XWEfq2FGG/vvfg6pgawJPSw/RO+9h6O//GlQNxe0m+eLzqB43gY1bMYcvMfBX/wd6KILe0UXs0Y8y8YNvUspkMOrqKZw/gxaOEHnk49iyhNHZw8zLz5I7cxyB7USPtu/B07WG4sQY7s5epr75JceCOpsjHG9ERGL4duzHs2knhfMnKE2MYnSvx+w7jRaJIxSJ4vVhT41hDp3HmhzFtiwnNyMEued/hl008d73+MLEvP1GZHYbIhABQ6OogJoNwWxEovjO8yiajvvmh9Cbu5CNHVh9J7AuXUDYlhMiuMySRJYsZGoK/OHyr8twI9aU20cIIcBwo22+GYRz+1lj/ZTSCeyZcdRwPaJr64ovlbkxjY5NgEJx5BylYgEt3nJFmiShaXjqndZFxWyGzFg/Ln8IT3z1DfuEEITjDVhWkZnJSRQFPN7VN6WuNq7PYzCTKTA5k6Uh6sHnXr2BaSYnGU6UaAwL6qukYVazP72NC79bluTUMER8VFTqXQ71Qcc76+QQ7O694l3Cawju2CbnTU3zpuTkoE1Xg0KoRkoNwDfrBJ/JWQxNSMwibOu58v0Ah/j4vQr7t1Tva3Trbi+7shJdVcjmLH7+QpqA14lyXSku9Od583CaXZv8NMYM0lkLv7d8uhubNDnfX6C9xUNddPnvf67hwtLGCz/4uUNwHnuoGQXweFQ+85F2mhrKmfcTT49w5GSS//THa/iT3+6hqb6278cTT49yti/N73xS482DCW7YHaWlqZJ0xiIG/+H3e/F6Nf76n89y7kKGDWsC9HY7RUdN9W4evKuJpgY36mxx1jdm+y7+pz9ZPz+OlBIUm9J7VbVxHVVxzZItW0oURWLbNgoSa2QSZtIITWHLX/2vnPhPf4mcTjrarqI1T860uijFmaSTtgNmzVecCsWSRFl8vS7HueSi90LlhD7X33AlUAEx2x8xnab187/DzJFDyEyWdf19PBar438/coi/WLeBvlwOd0MjsQfuR/N4uPTf/wZKFkLTufS1r2Bns2gN9cTuuJvwzbeilCxKxSIX/8v/m+LYKKWZGVq++B8onD2JOTqCcLtwNbdg7LsJ37pNaJEo3vZOJn74NbLHDmFn0+jtXdR/4ndB05j4+t+h+oMokTgiHMO9YSuq24NY7CAvBKXxYdRQDGt0iOxzP8eWFlq8Eb1tDepdAYoXTiKT0/ju+yiYeWS+hNrYhm2V2xkIXxAUhfyz30dt6kKJ14N7wR5AxJvLhS1mHnnuCCIUw9hxK0KvfAjLbMpJo/qdyUAkJ5GWibJE2ySzKUrj/ahNlaati3+3p8cgl0ap70CtET0rG7eQxc7nUBYJ18Wcaao/ClPDYOZhlZ5XS5FPjGGXiiiuKydIQggMw4XbH5j1XVu+J+JKMZMpMJksoGsK+hU2gPd5BG1xjUCVVjNSSrImeI3Va8wkkDUdzdQcsgWbvnFoj4N/GcuH5ijkio4X12pxccxGU6El5oxfH17Y70QKzg6BodmEVvB1elyCzkYbzwr2w7JkzciRlJKSpaDXqHRLpiVHzxdY167zzSeSNERV7tzjwe1a2TlPZy1UISraBbU1u7n/tjD1EYPv/nKCdd0ePnRPnGzeIpWSNNQZZLIlAn6New6EsSzJV783zLaNfrZtqiR5ti2rVpCOji9EondsibBjS4Tv/WyIQqHEJx5tnb92ujv9vHV4moGRAq1Nbg4dn2HX1kjV83b3rXVs3xQil7N458g09XXuqmQLIBg0eOvgFNGQzqhP5eTZ9DzZMgynndBXvn2BY6dT/Pvf6eXBuxuqjgMr6gx3HVeBa5ZsCaE4eq2SDUIleu8B0m8dBgFGQxxfbweJp192CFZzA9bwKJRsJx1l2wvmpJrq9CHEdiZtaTv/nydRswYtTshroTLxcmLEWlf+XMRrcVRtTqCvALpCKZkkf+o0xXyWt1WVxxsaePXsGV5MzlCwbaaHL6E//yy2aaLF4siZafR4HOudN1GA2F330/zxTzDy7a/ibu+ilM9jTU1hhKPYik3ylRcwGppQbBs1EMIyi6gz02iRBU2Tu62L9KG30aJxfJt3o4UjFIYHkKkUIhgm++KTjnbJMlEDDeUTmrSwhvooZVLIgy8hAf+HPosRqnOsKLzd2FYR4fYgvAEyv/k+pUsXcN/zETytVcIBmgsRrcPWdQqv/QY1EMZod7y1XJv3lV8Xbi/G7jvA5a1KtAAKL/8UzDz6vZ91/KFCdShrdqJGnQeZlBJmximmZ1AunXMIUKy2yajavRW1ZJXpt6SZB6FVbYBtjQ8iZ8YwureDZ4kZqqojiybF9AyuqyRbuj+E5vXhXtRYWlrWiptyL0Yhn8MsmLi93veEbCFtVAUaIl6MWv5zl4EmHN1VNczk4MywRUtE0BJb3f4ammBHhyxrJp01Hef4sG/5dKMQsKb2pVITUtoc73cCxS2xytcbIrC5E44PQNgnab7MMQkhuG/P5T/32AWTd8+UuH+fi1gVh30hBB+81YttS4bGLOJhgWuRfmpgtMgbR/NEAgodTRqxsMrazton6PxAAZ9X0BDTsSzJ1346hd8j+PQHyxcpXrdg/7YQliXZvtFHd5sz5q+fn+LkuSy/+3gzXW0e/t3n2/B5NcYnTYbGCkSCKsfOpNi5OcT63sVtdao/kH/7k53z/8/nLZ5+aZzBS1kMvfxc7N0ZwbJKvPrmJNPJImZB0t7iq4iAAbQ0eefJ1R/9lkFDvDbjfftQgm/8sJ9QUOf3PttNU2P5PX/s1AzvHp4hGNKJxaqTNqEo2HKJ2/Z1vOe4ZjVbtmOy4tg4awrpd4+Bx4m5T79xkM7f/dTsshb0upBzHarQ+z9+Ed/GHqeSUSgotg2aghL0z9p2OX3fFHX2R1n0e6304tI/17rmVcURDSxyoheaMq8bU4Rjz1d/391E77ydolXka2dO8Xtnz/BwPM4/nz1Dc0MD5sMfoDA2Rv7sKSK33Er7n/45jR99HKFrs7oyJ8VWmpkhPzbGyNf/BQyd1j/9j0RuvwfV0Ik88DCe7bvJnz5O8oWnyfeXezEZ67ciFIXS2AiKx0v69RdRdBfudZvxrNmE1tBMKTFB6umfkzt+sOwwheHGd+cHKY2PYI4N416zGXddS5nnl6trHUpLF7l3X0LUNQMK9mh1EagwDNz77sWeHoepUURDW40TPLt9pB7h9SOlxDz6CoXDL8+L5gHwBsqjY5qG3ty9EF2aGcc6/poTjdt0E0Rqryad9xvlRMsyKZ55i+LAcWRyslLHFW9Fa15TtYG17gsiXG4orkKsUwPuUBTPbLROWhaFbJKZkX7yqZVZUSyGx+vDtm3y+fdA/Q2EAm7a6v3zRGsmbXJx1HEmfy/g1iRSwmT6ysZzTCIXHq9RH+zqgvoA9E/YJDJXl7JJpG3eOmvP65yEUNi/HvbUSD0KIagLKXgMh5jNrMBEVAhxWWLsdin4PQraLN/tGzZ57WihzFE/5BeksvDj57O8e6ZczL2uQ+eR27ys6TC45wY/uzZUTzWC00D7p88nefoNpzBJ0wRrOlz0tNcmI6YpOXgizYtvOdfspjU+dm72YwPf+cUIEwlHk1YXM/iTz7ezc2uQs305Bi4tEc3NSnwVygX7hiEwDMHQcI6v/WCA51+dZF2Pj9/7jKOznJo2yWYtLlzM8MqbCSani/R0+vnUh9tpqKudupx7lrY0empGDX/x1DDf/skAXo/Kh+5vBru8ECCbtfj+T4fwelU++VgrbkOQSld6mUkJinI9hfh+45qNbDk3j81cM0InWOVEp1SfD/+aLhSfB4qW4/WkOHdbYSpBw/13knnt4MJQiuI061oScbosBOU9EcWs3mtunKWi+NltEMrC/+ciZuBEyzQFLR5FUQVeofK323fw8tQEf3f2LGFd51IiwYjHQyyfQQFc9fXE77iL4W991UknerzUP/wIwu2mJCX5w29DPosaaMDT2Y1iGMhUkonvfI3Ui09DqYRv743o/gAynUIEQ0jLwuw/j/B4UGNxMi8/RXHwIpGPfJbIo5/GnJog+/TPQErcXevw7bq57LSkX/o11tgwti1xb92Ld8+tFadOFvLkX/k1paHzBD/y+3jW/B4sowcqnD2KNdyPiDejNXXU3G5h/BzoLkrTk9iTg1DM49rl9H503fCQk0as6SoukeE6lJHzEIytPpIjNJRQHBSFYt8RRLQZ0bp24WW316kiXPKZ4BBVd9t6SmaB3PlD6A2daCvw3VoOUkpSowOgKKi6C61GxG85eDwe7HAYt6d8MpVSUjCLuAx91edp8fYl26ZUkvP3X96UjM+Y1IeMskjKivfXpbG2yapqZJk3JdNZSTy4cjNTIRR8bsibTjox7HU0XVeKZBbGZqAtvhApi/iXj0zEgoL7d8PrpywGT9rcvl1ilQTx4JV7jvU06/Q0L+jlTvRZ9I+U2NilE1x0fHURwc715duCU3n5zJt5NnVL9tXQdM3B6xbcf1MAv0/wo6cSpHMlPvlQpVv76KRJJKDNE6FU2mImVSRfkKzt9rG228fFoRxHT2VoiBl0tMwaPHs1fF6Ne2+N0TeYI5+35vsb2nZl/8B83uInvx5hw5oAM8kifRez3H9nPTfsjKJpgmzW4u++fIHWZjc7NodwuQQff6SFrvblW3M998oYTzw9yp98oYeW5trR6dGJAnUxF7/18Q5+9ewoJ86m+LPfW0ss4tyfbrfgtpvriYZ01veGmJ4x+cu/PsX63gCf+3jn/DjzmZHrka33Fdcs2ZqLQtmmiaLrFNNJsCWKCkJVeONjvwPZDIoK+ZOnQXWI0KWvfBvhcs0aiDpjSAliOumIzW17eRPTuajU3D0796/GAqGqFdHVlMr+IrPerIhFPl8FE2s6AUJBaBq3xuPc4Hbxs4kJ/mroEr/4xc/ZNNumSFGdh5+ZcCoWRTiMFgo7k+C501iZFKGHH6Xw7pv0/S9/jmfTVkpTkxTHx0CWcK/bgB4JUbh4kVJqBi0YIvPuq0z/6qeAxH/Hg5ijg2BZaKEIk1//e9RwGFtVCdz5MO6eDfMRK2nmsSZGyb71EhRyhH//f8QIhStOQ+H8CbLP/QTR0oMRDKPGGirIxxykmUfOTGKefhd7ZgL3A59BXyayJS0L8+ir2KN96NsO4Np/P8X+EwjvAmERYu6k1/i8s++iGG7QXI4haahu+Yq9bAqr/zhaSy8i4JAzo3U9UlqUdC9qYHlDQikl5sWjKJoLV9s6hMs721x65Q9Py8xTymfR/eGq+6p7fCiqhmeV9hdzEELg9nhIZzJ4PR6M2e88ly8wNZ0iGgni81x58+howEXYt0DYCkVJNl/C9MkrIlvOmNUfj+MpyaUp8BjVLRyypvN6a5QKywG3obCt3Z4Xrl8p2uLOJZjNO5EqsQqPv9aoEyQfnrQ5fKHELVtUWi4vFVwR5nRNSy8htyG4YZZMTadLnBs02dTtQggn9amv8Hys63IzPG4yMFwgHqn8fobHTb7643F2bPRxz01hNE3w4B1RSiW7TAfmcasIAal0ZbXlweMpDh5NcfOeKC2NzmcoVVbR6UyJk2dTGIbgwTsbaWpwcfxUktFJk44Wh+xt3Rigoc7DS29MIhSF+ri7jMRVw8RkgXN9ad49Nr0s2frMR9qxpHNuwyGN6ekiyZQ5T7aEEKzt9jPXelRTYWy8QLVLxVZALlX/X8d7imuWbNnYDllSFFAFhYFBJ6oUDTLz7jFmXnwNIW2IhGA6iVAUtPYmChecsvr5isMlxWqXdYuflXQ5g7Dw5rlIlTrXTJoaFYlzZlqL/qbOmao6hCt3aQi7YC5KZ2oYmspjjQ382U9+ih4KcfH3f8vx15pxSFbk1jtI/PQH2JPjWOkUmj9Aw6c+z6W/+y/YY8PY2FjpJNEHPgSFPBO/+CFWLoNtlcgcegdN1ciePIyi66Reeg69oYXQHffh6uyl9Mw4wuWiMNSPNTVGKZ+h/vN/ihYpF5ekX/4Nudeewb37FrR4fVWiBWCePIgcH8XYdSu+bTcse7oLB1+meORVjD13wIadqJdJIZKZwR4+j60oYJkUB06hd25a+cpfM1A6NqJ5fJQSY1j9J1BGL6J2bkarpdsqWY4w3yyUu4oIDVHf5rjbT42gRxurvx9QdDcsijipngCe7tpVjYWJYRAKrtkxi9PjFLMpp5H0UjG/EHijNYxNV4GSlOSyWVQh5smWyzAIBXy4VhEtS2ULmJYk4neVF0Ms+n/AI/A0eiq0M5dDJi+ZyZaoD6s1o1YNIYHXgEANbpjKOcalYV+5SH4OId/VRxCEUBiatJlMQkO4dmtWgDODJXJF2NrlzLotdRotdZDMSAqWJHJ1PdCxLMnLR4s0hBV62zT8HkGt4lDLkhw8mefgaZNYUKWz2eCT968u8nrsbI6caXPr3mDFfRnwCTqadHranBM/NFrgxTdS7N22oL8yTcmLbyVorjdY11MZXvS6BfGYjs+7oAVUhEAo5QuYeMzFF7/Qg9/rEKuZtBPpsko2HS1eNE3wgXudKt583iKbL/Gv3+0nm7X4s9/vrflMue/OJgJ+gx1blj8vfQNZvvPjQT72SCtdbX56OrO4XQtTupSSv/rHM0TCBv/DH6/D7zf4/c924fFU+VwbuJ5KfF9xzZItRVUdcmMoIC3867pIJpNgFrj03R+CS0WEwgihYCWBQACktZC6W6TJVRQFW9rz9+GK2/PUqkZUlvy7GIIlKcTZzYRD0hRN4ez//pdQKMyOb8NceyEUlP5+gvv3g+L4zReTKQC0eB2KIpyKsVwO/AGM+ibARgoVWSyClBhRp52OEQwiYzFsRaFkFigmE5gD/QRuuA2hqbg6uvH0OuXFxbERFJeb4sBZECq61w9Gpc7C1nXsbAZbCHw7bqx6ymTJQhbyTuHCCiZoxR8ElxdrcgQ1NQ0taxy7jxoQoRj6zjsR4RjmwReQF4+BLOHqWZkdgxAC0djp7KstUEpFmB7DmhhC6Ma8WWnZewIRtI03VQjPZdF0WvdkkyiyhAxGy5zmF3+ma1Ga8XKQ0qKYnARVmydbrnA9mi9UUTVZ/j5JeuISqqrjiy2vQ6sGl2EQi8Xmm06bpsl0MkM46FuVs3sqZ1EwS4S8rloBRic6eAUBrUS6xETKJuwFrcapMDRBLFD59/EZyXQGOupha/vKfbdWi8Fxm/OjsKENehov39B6YNKJgG1sl2iqwLIkloSgT7Cz9+pluwULLo6UKFoqd+124TYs0nkIVyFxrx4pcOxCkVt2eWhtvLLp58YdAXrb3TTVVb7/4iWTcwMmm9bYTqWiarOmy01788J9k85aHDqWwuMRtFcRjH/o/iYy2RLh4MJ7bNtG2qBp5cUYi53bM+kS2DZmsTJCdOunsMiXAAEAAElEQVSNTlux//aPZzh1Lk3/UI7Otup5ZL9X497bL39/jU/kOXpqht19Ie69vYlN68vJ2dBwnsmESWhR66C9O6tUTwDI6/L49xvXLNmStu30udIMME2E14vidkE6Q+SG3Wg+D3apRObESRRVQQ26Kc3MOG16dB3cLkgtOMjXbNWzVMe1mEgteotQFMfJlxX4dC321pojXLPthwTgqq/DHBrCFgrCZSCk5fAzBdwN9ZTyWRRbYgsFI+qkqOz8LDkTwumLCNhmAWyJLUGxSwiXa54QyKKF1F0IWUJzeyimp7FzWWQ6jS0t5rRwxfFhZGoarbMX68Jp0DTUaJ0jxl/8feSziGIRW9MgNV31sGXJIv2r72CNDaF3rkVtaK26HYCcnkQWTdwb9yC8AfIv/ATbG8AlLaCcsEjLxOo/jRZvoTQ5TKn/OMbOO9F6t2GZOdRg7RyLLJqgahWrVGt8ENl3BH3tbmRLL/LIy5SkhQjGkKkEaDpiUSVh1Qo/M4ednEQJ16GHG+aJ1pVWBM6hOD2JLS30YAwzlcAIRBCGC1GFAFcesI19FVbTxiKiW5I2lmXVNBS1pCSXK+L16KiLzm99yENJ1rYbqBhnVhC8ku0bwyphnxPdqIacKbk0JWmOCjxL2Nx0DqYy0CYh6F09ibGsyobS1ZAvQs4Elw5B7/LPikRasrEVgj4FbdYi45UTkkQK7t/LskaeK4XPLXj0FjeGATNpya9fz9PeoHLvvkoNVmu9IFcw2NhlzEcOpZR884kktg2ffih82c/zugWdLdWv1ca4wfYNXprqDf7le6MIAX/86ZaybaJhg20bgxw+kWJs0iQYUHnz4DS7toaIhg38Xq3Ck2vWZL0mTp6ZQdcVOtt9nD6fcXogLrk+Tp9NMTCUp6PNg9dzdb1xUmmL51+ZpCFuVK1oNE2JZZVob/EwNlFgaCRHS2N1TZxtg8S+bmr6PuOaJVtCEaAKlIAXOykpXOjD09lC7sRpcmPj7P72vzD85G84/af/GdsQKEJBFC1sFbZ9879z9C/+V2Qug7TtBXKkAivtLjF34y66wi9LsuYE9bMEa+79QlUWabcU1v9//pLBf/onpp56EqSFIuVsulTBaGzCFXfIjrRMxKyRjp3PzRcBoDt/K2VSKKgIxQbNwJ5tniUtk9L0FIoQ2OkkUpbQPH6Mtk4K509DSeJet9kZV4JiSxTDjTQL2Ok0Ru/GighK7sRBMi8/idrRi//2h6sffyGPnBqDYhG1pRuxqAn1UqSf+T52YgLfx/8dWlMnxv770Braqmu7UtOUTh+EQh4lEkNxB0DV0WIRxA0PYZ0/hCmdvpAEoguEMz2NdeRFlJY1iPb1ZUMKlwfp8YNmoLn9yLU7Qfc4xO7M2+D2YWxcPgUqfCH0NbvAcC80js6lKVw4jKhrx1VXm2wuB80bwC4VKeWSWOkpNF8QsYLGaEIIgo2Vadh5cb4QWKbJTGICrz+Ex7e8AtzjduGqr11AkMsVmZjOUKf48C8yntI0gbaKQuq+MRNFgZ6my4eaNE3gX+apmC3AZNpJEXqWBBl76qGtik5rJZjJwrvnnUhVU9i5l2tF7XqbFTobbbQV6LReO2lTKsEDi2wc6sIOUbtanjU5I3nu3TydzRob2jUMTaB5JTdu1omHql9PXS0uuloq/z4yaTE5XWJ4wqQhWrl4WSliYY0Hb3N0hWOTJrVUSBt6POgatDYZHDud4bnXEkTCRtUeg+CkbW3baWlUDU++MEEiUeCGvTEa464KogUwNlVgbNLkkfubqI9fXdjzqReGOXshxWMfaGbrxkpN54uvT/D0i2PcfnOcRKJILFxbFKeIhWYq1/H+4Zq1flAUG6ErKLaF0ECLhCmmU47nSDaL8Lop9Pc7JEsTyJwTxRL1MWbefRc5OOhYL8zdVAoQCqDMmffNWkWgLfwourLwo83+6Kv4UZ2m14qqzDfAVoQya7i6yMPLslC8Xkc0K+3Z7eb4ne08xVUVRZmNaIETaZqvjHQYo9bQBKoKlglSYhdMx5RSM9Di9YhiHqlrIBRkqYiUJVw961AMncK5EwAYDU2ISB3WuZMobg/C66Nw6HWs5HTZ9+Fq73W8sCZHKBx7u+p3Jrx+/A99GuH1kn/rWUqX+mp+v1pDOyIcRSggXG60cJzck98if/ZQ5cahOMau29G6NqI3dqHvuRusgtOg2cwih/uQ/acoHnye0tCZRR9ioPjCTkPppfsajKH17JhfDotQHcgi1uk3Id6CaFqZLbdwl/tSyWIBO5NEphMrev9SmDOTWMkpjFgz7ro23PXtKyJayyE1NUZyYgQppSNJtG3smtPcAua2rwWvR6cu4sO7Qnf4Wo2gg15BYJlIUyJlMThRXFEj6YgPNrWKqpWEQoh5olWSTgQsu8JGzqqY1XfZ8PIpOHqZjksrIVoAWzpga9eCns20nKhWXaiyAnG1rY+sEkylbF46aPLuGUdoLoRgU7eLhtjK1/FCCD55f5iHDvh46rU0//KTmQp7giuB26WSz0vSVRpMv3MsxdHTGdJZyYZeH7fsC6MtdxsoomZkq2BK1vf4OHBjnGdfmuDUucq2VMOjeX79zCh1UZ36uqvPLw8O5bEFbFwbJp+3GBopt6pY2+1n19YwFy5mOXth+TZZymxGZaWVtddxZbh2z660HdJil1BUUDRQbAsMKCWnOf6f/kcSr76OYqhOZMblRnGrQJGBv/uSQ3Z0xRHZ6wqKW0NkHUI2T6ZmTUyVxURoDkuI2Pzvc9GrWfF8rd6Ji3srKqriECvhuM7bAEXTGUbT5skYQqBIiRQCRTgkbF5vr6oLhZJFc/YcSRRsbEUgsFH1Rb47tnTazug6rkAARUqKwwMLJdKzz0orOY2cSaA3NqNqKrZiI/zBSkf1QBBjw3Yo5CgOXaj5tZUmRpDpaZRYA+oylXHuTXtRN98Is82qZWIMZiZhppKkCCFQAhGKp95BJsaxEyOYbzxJafA0whvE2HUX2qZ9iPZ1qLFFbWsMN2rXZkS0ur7COvsO1onXFybxogn5LELXsfOpFU3uiyFNR6um1rejR1ffPsdMz5AfvYiVngIpUd1eNG8V8dFK98eyMPNZQCBmU6m6YRCtb8Lru/y4U4kk4+OJmudBFQK/17WiKIeUkoGxPCNTlU0F68MG9aHaOr1kzmY6a9eMWiyGEAKf+/L+U6kcnBt1mkFfDjnT6W+/fy00xSDohcAqHeQtaWNaldS1tU6lvX6BRViWYxkxnizfbnhK8uOXS/SN1O7ZtxQNUcGn73Zxyw6DtW3lhLhv2OQHz2aZSlY/qZYlSS7yMGuq07hph598weZsv8m5wavryWhZkr3b/YDC069OV7z+wG0xtq7zk0pZaJrgyMkMv3lpmYbptl2VbJ29kOaVNyZ46vlx7BJ8/IOt3H7jguzgqRfG+LuvnCedLeJyaTz+aAtru6tXJFiW5Ovfv8gTT48ATipwatqsuu3N++LURV0kk0WeeHqUv/3yOU6dXfhS21q8PPZQKxvWBFjTs6CJ/MevX+Bfv3OxbCxFUcBWkFfbZu46lsW1S7YUBaE6rXoUFdRYGGYSqD43Xf/hT0gePET22FHUeNghY7kk/pv2o+qak5ZTcUiOpji2EOoseVmOHC3+UWr8qApCd8iTmDMwXUzAYL5qce73uZdRFjmllCxQnRY+ymxJr6KArWnIbJp5V5XZlOFcf0FUZV68XhwbcUzy3R4UjxsbgbQsx0dqOoHQVWyriJVNoRgGRlMr1qWLCLuEu3vNvLZIBIPY0kIaHpRsBiUYrsiRWOMjmG88hxqO46uVRgSkWUBxeRBuH4WLp2tO1IUzh7Be/AmFt18AQOvZhOehz6Ft2Vu9sXImhRwbwEqMovjCiOZu1GgDMjmJdeZthGWhxlucIok5zIxjHXqO0qXzVfdBNPWitCxUHYlIA9rW2yhlM9gjF6CwOuPR4uBpiv0nUKNNaKEaQtdlYBcyKKqKUd9+VZqvOWST06QmRvEFQ7i8PizTmRhWmgJyGTrGMh4Icra9z0rhpN5qTxiJVJGRKbNizJa4ypombdX6JdOSTKRkmYHnHIIeWN/itN9ZDtkCvHEGzgw7v2sCdnRBV+3C06p44xS8cNSxgVgOXrdgRzd0LikudekQ8DptelYDt1tjxxqDunD5+84NFjl/qUiuUJ28vXSwwLefTDGVdF6f+64/fm+YR+/009pwdd4YT7yQ4MipLLs2+mip0oewJBXePjLD954YZWzS5PFHmnj8kdrW/YuLyOcgpeTbPx7izUPTfOLRNvZsD7NhTYCBSzmSKedeyOdLZLIlrKKN16MQiyxXgAIjYwXGJp1swy9/M8xf/9NZJiYrjYC3bw7x53+whk3rA2xaH0AA3/zRIMlkOTnbsz3C+ESBF18fB0BVlQrrhzm7jtUu/q5jdbhmNVsoctbV3Snvc3k8ZOf6HeazCJfhvF6yUDSnci+8rpfC0SNIzanaAwVFUxFWabYicLFfw4Jvw9xNuqp1w2IR/OJ/F4e651KVcxYWs3eRzGahVHS4mAB7Lt3I7HZybq8UZMG5sWU6jYIEzUB1OQ+EzMmjSFvi3bYDc/A8yBKZsyfJv/06pcwMViaD5vMiSxqkE2iBMJ61W7DSKZLP/Rrhfpboo5/FaOsif/ht9IZm7GCYwsUz5N55Bd/+2+YPRWtoxbV+G9K2Sf7gn3Fv24dv/10Vp8W1YQdaOEbmqe+Rf+mXqMEoRnulbbbeswV7fAhlNvolNAPqm8k98XUUjxfvHR8t217EGnDd8AB4fQihYWzc5xDLgVPYqYQTcTv7LigKrv0POm/yBlEau1GX9EScP6Z4szOJJEZhttKvNHYR0lOI9o1lAvmVQI01URpKYV06g+jZuWrCpEca0QNRhOHGyqXJjw9hxJrRPL4r0si4/QGErmGjkJ6aQHO5CcVXXqUYCCyv6Uokc2SzBRriQQxj+WMVQtBWv3x7omROkjdt4uHyVaYmxBXplyZTNn1jsK5ZIbokkCeEoC5Y/re8aVOS4FtUPWioEAs6DvNXg5DP8ata+CyJoVUSXykl754DQ4d96yQD45KNHYJoQHDfnvdu7Z0vKsRCKromONNfpKu13EqjpVFQsLT5xtfffzqNEAofvjPA3s1X36zc71O5NGqyqdfL7i2VUda6qMF9t8b5zi9H+cmTY/zO48vrH6tZHwoh+OjDzWi6oC7m4uKgk6775g8HuO/2Bu68pZ6H72niwbskZ/uyZLOSJ54ZwbJsfv8z3RW6LsMQ/PFv985fi10dXvIFid9Xee0LIVCE4F++2cfN+2Mc2Bdnatqs8O8amzR59uUJJiZNbr+pgd96vLNiLHv24FZh1XYdV4BrlmyV7FnLBk2ALRwDUJ8PslkmX3gBdzxOKTGFncs5ESyfn7Ff/pK5GlkFx59LseVs+k7FlpL5sr9FnGueLymKU/Ox3OLTXn51Xg1zRMtJCyoM/NX/hWnmZ1ORjrh/TtNVSiVRgyFn/4WCLWejER4PQnWKBjS/QwLcDU1kgkHS77yBLORRVA3FNLGmJ1Hcbkr951GI412/ndLMJHpHN8LrxZ6ZonDhJJ7eDaAKhNcPsoSI18GlPpRcGlzlq02haQQe/hSZV58id/wtimOXyl6X0nJ8p4RAtHSitnZjHX6F4sRIVbKlResQd31sXgUss2nM4YvYqWlsq3qKYq6xdPHiSRS3DzubRPafRF2/B1HXgmrbZU9c4fIgerfN7p+EzIxDqhZPcJkZrLPvoDR0INo3gtBQdDci4JBAmZqkNDGE2rJ2WdsFAC1UByjYVh6haRRnJrGRGKHahQJlxydEmYeWLUsUJgYoeQJ46i/jP1ZtfwwX2mwU1B+No6o62UwKBQWP7yrNm8CxKShJRqdStNSHrogQLkZLXEdKSGVKGDrzE/2VIhZQUIWT9gMYmCihqdAUqS7+OTEEeRP2rFkQt2sabF79qa/ApvaFCzNnSp495Phv7VpTvp0Qgv3ObcnghOTUILTEIeiRKOK9qU40Lcmt2w2KJcGxCyaHz1h8yOemaVE/xjWtLta0OtdOJie5MGTSFH/vpqN0RuJxq8sWKzQ3GoT9GkMjBfJ5iXu566HGIzkWc2GaktfenuSpF8b57Efb+fiHWunpXCCMbx+a4a3DCf7w81288NokI2O1W1adOjPDG+8m+MjDrWzbFGHbJkf8bpqSS6M52ls88/dBOmMxMJzn2Mkk7x6Z4Zb98XkCl0pbjI7naW5wc+8dDWxdH5xNUw4Qi+g8fO+CDMGWOHOSvM623k9cs2RL1bTZdj02imJTSied1JttE7v7bsz+ftInjoNloUYj2Ok0diaN3t2N0HUKp04BNugaStFy9E1uN8z1fpvLfy+5fucNS2uhmseWPet2X8OdXlHF7MrEIVyyaFIaG0UR6myUynbImAJWPo+WyzhRLKHgqndC56rf0TcgJVbScYL3bt5O5tCb5E8expY23r034d+6E+/ajaTfeonS9BQIFUVXKV48S/LH38D44/+M0d6DfvooWlsXmdeedXy6silcja2ouovCyXcRhguZTmJNjaG1djuVbP1nMd99GTUSx7vnVmQ+i9l/BmG4KLz7Cp79d6E1tQNOJEw2tKDHm7BGBxB1LeVCcjNP4cWfIuLNuLbdjHnxBNahl9E37kPv3VTz9EvLRPafBF8QNd4KdW2I2ciVVr+M1cTUMNbRF6FlHe41OxZe8AVQ2tbP20fojZ0w68MFUMokKU2Po4TqENHLdyDWQgt6kNLUIKViEVnII1xejFWkFjWPH1/7evKjAyA0x8JCoaqP10rg8jiTy8TIELby3pCtUMCDVZIUzZXriJZDwbRRsBmeLuHWJd2NqxRGLYGhCepnrY2klIzNOBGjpsriMACaI44nVS1xeyLtiOSXVjmuFNmCs4ozVIgFIBqsvl1jxLlPQj5ojjnb/uKNEm4d7t51dWQrm5f8+MU8rXUqt2zX2NJtUBdSqYuUj9s/UiSfl6ztdJEvSMIBjd62q/s+5mBZkjcPp/B7BbftD1fdZnS8wD9/d4R42OCm3cHliRag2M4CeikX/cYPB0ilLH77kx0UzBL1cRd1sfLjOHJqhrcPTfPQXQ08cv/yWsvJhMnwaJ6X3pggmbR49GGnp+Gb707xs6eG+fRH2tm0zrnoOlq9/Pvf6UUREllSKJYcjVc0bPD0i6O88W6CP/hsN7/9iS7AIWyJmQIj41kuDub4xGNtRMPGghbtOtd6X3HNarYUKVF0p4Bc0TUC6zc4og8FJn71BC2f+TSu5ibnArRMFI8bRVcpJacJbN4ImnDSi7Z0hPC6Ou/gPv+jKuW/V/tRa2y3SFg/nwIUykI8e7Fua1ar4owHrf/uz1BdrlnxvqMxE8JJebrr6zH7LjjEUhOofifEnnzjJef9Xi/C7UFKyfB/+X9RHB3Bs3Ebiq7h37ITcIjMzNO/RKaTkM9gNDSjdq7BSs1gXTiNe8M2wo9+FvPCKbKH30axLIzu9eiNrSi2hWK4UVs6mf7RV0j+8MvI8WFkPottS1yb9+C//3G0QITs8z/FfO1p5MwUiscL2oKOw7NlH4HH/4RSaoLsk9/GOnt4/rXiSD/5134NHi+K32k9JAJhhNuLrWsIb41ZCJATI2C4URo6KF04gqKqyxt95jOOb5bheNgouXTZ60Jo6I1diBpCdMUXxlY1ikNnKhpOXw5aQzd6XSd2chw7Nbmq9zr7JvA2deAKx0gNnSU9cvHyb7oMVF1HU6+uunEOlpTkCkU0/cqtAObHsiQD4ybj0yXa4zrN0avslzOLRKrEqUslLAmb2hTWNdeesRrCCu3x6q/nTDjYB6cuVX15RXj5BLx60rGv2Lde0NWw/DnL5CBXcK6DhohCXejqZ1tNQMgnCPpgeNLihYN56iOVbvwvHczz/ME8lpTEwhqffjDI/i0uLEtypr9AOnvl+iHTlAQCGm1NLi4O5fn1i1PkC+XjRUI6ugbDY3k6WjyYpmR8sroYHZwocDU53IG9UW69MY7Xo/HOkRm+89NBRsfL7+N41EVzk4eJqSL/8LULDI/Wvs9vu7GOP/+DteTyJS70ZynOVrP2dvu5cU+MtqYFrywpJV/9Xh/f++kltm0J8dzLk7z5rlORsWtrhDsP1DOTNPnOTwbIZi0MQ/DFL/Ryw64Y0zNFCrPnRJnrD3ydbL2vuGYjW3OWUjY2ihCYI5cQhoZdFOQv9pPv70f4fSiaipLLQygEugqpJNMvv4hn6xYKR4462cI5rVfJAlXM28O9p40954ZafMPPCeRnyZmYrYDUgwF8u3eTee5ZMPMounB0W0B+eARvW7uTMk2nKAyeB27C29nLlKFDIUf6yEGCu/biXr8RRdfJvf0KiplHa3IMcoQ/iHvjVor9jo7LnBrHOn0YNd7opO80DS0YQiYToCiYpw8TuONhhNeH1tAGVsmxNPD5KWVmKE6OIvtOYJ05gveBT6KG42R//jXMwbN4dt+BsWk37m2Oo7yU0mkCrWkOkYk0UtR0StMTmKffwc5mIByHXAp97S60rg2YZw4iB89g7L0LsUx0CqCUmcY286jBMHbXJtTIggapePw1APSN+xf+duYd7OQk2q77MHbdu1BwsELIiQFsM49S1+oY7K4CxYkhZC6Fq3W906/zClFIJigVi7h94YX9WqbR9lJYlkU6OY3PHyRS18iVGvZMTKWwgbpZAZQAdFWs2LxUSknOlHiMympBTRPUh1VcuorPfeVksGBJBiclDSGB3y1Im45HlmmB/yrSki4NuhscYf2VoqNueePNOeRNybE+yXjSqZqMBmHvuvdmKhACdq7TaIgITvUXGZmSpHOSSLD83Ny9z4NpLdgNzJnIvnQozS9fSHP3DT7u3HtllbJer8ZvPdbAuYtZnno5wfikxdZ1fprqF+4vS0oevC3K4GgRv1/j6RcmeOtIit/+eEtVk9BZpQmWVW6kuGOLE8aUUrJvR5RfPTfCP3ztAn/xJ+vmr9v7bmvg5r0xzvdleP61CVQVvjAbbao8fwKvV/DBe1sw75Tz5qoNde751j+LcepshpKUPP6hdh5/tJXudifC3NbipS5m8Jd/fYrEdJGb98XxejU0TXDrjfXcsDterhlTwC5dF8i/n7hmI1vMki1FV1GwUbwe1IAfBYVicprhH/4AbTbq5PhpaQi/H2wbOZWgePLEvBmcmN0G20aoCxEpob6HP2L2Z+nfFQVVE87nzkXALIvQhs3OfuVyDjHRVIQqKI0PYzQ249u4BUUVpA87vlPu3vUo0SgKNum3XgGg4fN/THDnPsfoU5aY/OaXAOeBELrhNnw33YGndz2F86dQzAJ6Rw9aXQPWxCjC48XV0YsIhsHlpXDxLMkf/DN2PoNr3WY0txv/g59Ar2+mdPE0impgpVMU+8861YK+AEbPZly7D5Sltoon3iT78y+TP3MEAK25A9+9j+PaeiP2zCR2Ygy9dQ2iuYfi6bcdKwfDjW24EdGmZdNksmhiTwyA1w/pJHr7ekRZE+jKmiRb1R0fslwKEYgg3F5HFG/VXiUvhtbUi/AFIZ+FfPryb1i8v2bOiYbp+hWn/wBcwQj+xk7csdk+ifkcM8P95NMpzEIe6zLHUrKKmIU8ZrGApmlo2pVFjZZWHwohaIgHCQdWxkBmMhZ9o3lSueqTRjRgXBXRAkdzNZWC9OxntEQUtrYrKyZafWPw9jmHnC2GEA5ZWmmfwhMDNi8eK7d7WNuisGaZyNocZjJwdhiifti/XlwVSVyKY31FfvZigcExybp2nZu3aEynKp2e6yIaLVXa7aRSkoBfrUgpDo+bjE6u3A4iFtZ443CayYRFe4vBkoYVfOsnozz/Zor7bolhaIKeTi+b1voIBATjs9WAZZALVXvVIIQgFNBJpy062srbTxmGIBo22Lw+QGuDixdfm5qPQNWCYYgKF/tqn7l7W5h8TvLMS2Ps3BIhvMjiJJNzun9s2RDkxVcnOHRs4TPLxflzXpHXQ1vvJ67ZyNacDmpOu2Q0NqKpCraqoJRMrIlxhK7PVvQpGA31lMbHF0o2bDmb4nME6mWX7ly6D+Y1VrX0VleF2UpEZvdBmbMYMAxyF8465MvrRii2c1yAZ/0mrGya/PlTKKqCu9dR0BYG+xCpaXC5CN/qVAEWzp9m4it/jdbaCfF6lEVEI/XSb8gPnEd1GaiGjh2vwx2vw5qeZOaX38HVsYbQw48jkzMkn/iOQ4SAzEtPocfiBB79AprLTfDux0CoyGKB4mg/5iu/gkIW/52PVj1kxe1DJhNY7zyDVd+CFoqizvpc6Ttun496Ge1rsdxeCISQJ16D8UFkIYtwLzNxC4HqjzoNpM8fAVVFhOIIl6OA1qs4vhvdWynFmhCh2RXuzCTFkQsoxSza2r2XFb0LtxcRimNNXsIcOIHRs2vFVYbuljWUzFwZ0ZJSYqZmsJLjuOvb0FyXJypCMzACC2MoQiBUFUUopCbHUHWDcF1tLwKX20O0ruGKzFGllEzN5NF1QXxpSd8qMZUuYduOjcH7gcGJEoUSbGhR8Lqce9kxMl35GMWSo9u6WljSGWs16B+1OD8C+zcI7tohCHlX1sKofIwi754pccs2g0ig8r2tdTrpboiHnejiyYuSqWSJNe06luWQylqtkADu3O/nph1ewoHyhso//M0Mhq5w+24fYwmL/dsuX0H7kQfinOnL8vPfTOIx4NH7FqLUPZ0e8nk53yJpbbeftd1+XnsnwRPPjvOJR5pZ17PAfGu2Y5tFPm/x1Itj1MVcfODe6veKWXSKq3KFYtX+iavF2ESeQt5CqAp1kcqL8NS5FN1dfm67Mc5XvnURt1vMC+4Xw54t5lKuN6J+X3HNki1bFU7UysIRGuSyWFOTKJqCp7kFMzFJ/txplFlPLJlNYWdmUHTHBoI58qRpyGLR0V2xIGKfa0w914JH2gv/f88wa7AlZptqK0JBqMIxFlVsFF1D1VQUWXJIoqoiXG5AoNolpKZhhMKzY6komgBFYDQ4Qu1SLgclC6OhBXvikuMYPxt5sK0Cuj+AzMygGG70UBjbLJA/8gbC0NB7NiAMNyLuRo3EsGemwOdDudSHsnnBtkAEwljDFykcfhmjvQdzcqRq8lVm0+B2o4ZjiEAAcjnk1DAsNjZNJZC5NMWhM+jrdmOscSoFcfudKjy1+izspCYtSv0nse0S2vZbIDmNvHAEO96K6JmtOEwlnHO4SPMl3F6Eu2N+HGvgBLaZd0T1ovL2kvk0aEYZQTKa14A3RHGsHys1iRFZmX2C6vGjLrGPKEwOY6YToKyO+EgpSSenMQw3bq+X0GxbnlKphFAv/5hYaTTLKklGJ9N4PTqRgAcJZAtFXFIltEznZifqtTw58LoEHl3gvoxNxOVQK4WazDl9CbvqlGUn+nMjkC7AprZKQfWaJuhpqLCZWzU2tdm8mYPTg7C5c2XPlYmkzUQSCkWIBa9sB3IFm2TGxlwUZDItOV/FGAsJbtq6EJW6fZebginRNPjWr9IowJ7NBhs6jarn0G2IigpCIQS37fWhqQrvnMwxPG7RXK/TWGcsW23YEDOoi2i8cTDFqfNZnn9tivU9fhrqDG7bF+XiUI7/65/7uOeWGLu2OKLztmYPG3p9eJYQQntesFWdkGiaIBoxODKc4/DxJLfsr+yn+sKr44xPFHnswWZu2rt6n7zFkFLyN/9yjkzW4oP3NbFre6Wh29nzaV57a5K6qM4Xf6e3dqRsPjZwPbL1fuKaJVvSKjkPPF0ANnicCBCKQsPHH2fmpRfIy5JDkARgFlBs26n8k45Hly1tKFmompi/GeeiV0IX2CWHcClCQdi895GtueiZmFtlz90yNkrRRHVEL2A5+y2EAFsiC45AU2gKWsCZrEvJBKqiOGY9+mzD48SYYxlRLKBYJfSudU7V4Piw09JHcUiKks2gNrfiueV+cr/6DqrXj6u1E2v8Evk3n0X4/BSHz6PH67C71uNq6yw7jNzLv0ROjuDu3kTgo38IRvkqTc5Mknvu+ygNnbg370dt6kKLt6C2LdS1S9OkePQlSmYeRUooLqQCXNtvBeuGmlGm4oXD2EPnINqEkCVHzO4NYQtQ5ywapIV14TAYLoz1+yvGkGYOUNA6N4EiEL5Q5TaWSaH/FMLjw9W20EvRyqYomQVQNexilRTGKiCFivD48cRb0VbhwyVLFumZGTQjj9u74FflDVQex5XAtCRmsYShOguSWZ9dNCFojgcuSz5Gpoqk8k4FoV6DcDVFr76abXymRN84rGuWFc2k1zY5UmIhBJYFiOr9BfNFR3jubFz5+nvVFSWZo6poew6mJRE4RCCVlZwftmmrcwTsV4p17QZdzQvkanTS4hev5tm3SWdTV+X5DwecCh7LkrQ1qpwdMHnuzRxt9QbBFaZMLUuyrsONpgma4joDo0W+/2SCTb0e7j8QBuD0hQyjkxY37QyUkTghBI9/oIG+gZwjlDdt7q2LMTSa5/DJFOGgRsC3sDBpaXSzrsfHl789wEcebmbj2tloq6LMigiq31OaJmiMG7yeK1VcE5MJE9OUdHf4MXSFGs4z80hnLdzG8lpFIQRmwaZk2dx1oI6h4RwdbZ6yY7/zQIznX5vg4NEZHrjrch0nFnwhr+P9wTVLtlTFEcZjuMAsYA70oxgGFIt4urpRpCT15uvYtnQm/+lpFJeL0C23MfP6qyjpNMyFXW0bJRqB6Wnn9zl/LU04US5borCQ5nvPMMsTEbO2D3Oqf01HsYqOKauqIqSFLRTQFITHg5yZRugq2Np8NaJMzqDoKugazDWcnplCdenYswavatzxcyr0nYJsEt0XoIQNxbzjdp9MYJeKqHWNWMMXsWQJmU07mjF/EDsxhvf2Dzki+VlYMxPYyUmI1eOai0TNQkpJ6exhLN0Aq4idnkL4Q3j231d5KgwDpbEL5fSb4AnCrA3CfJRilmjJfIbS4CmU+g6E7lowFi2ZqHUt6A0dC2M2LohYhdAQresQuj4/rpUYwU5NobeuxRw4CYC7Z8H2QVomspBDeGYnAKGhRhtQjPLUnpWcRGaTuFp6EUalMacsWQ6Bu8z1I6WkYBZRhI4Qglwuh67rKyJdmu6Y2drK+yPjnE4VmMkWaavz0ly3MCFKKckUHFH7cv2b3S6Fki2cBcQqIaUka4LXuLy7vRCgqdUJ0dzkJyW8fcFZx+zsrtxuQ4vDs67Wsmo6LTk5CBvbqSB+Qghu3yJrEjfLkjzxZomgF27fJtA1CAcUosGrn1AtCw6eKrCmTcfQBSGfmE+r1sLz7+Q412/ywI0+SjYE/Ss/OT94MkEmb/OZD0QJ+jXWGILBNR562x1yd34gzzOvJUlnbbav9xFYMnZTnUFDTKMu6kTD8nnJD385wshEkT/8VBstixqUv/j6FE88M0JDvYtQoPy+WXqEpin56385R3Ojm8cfaaO+zs2+XRG2bg6XbfetHw4wnbT4s9/v4fOf6KC1ubb5bipt8Vf/dJa2Fg/7d0Tp7a6dLn3soWYyuRKvvp3gyWdH+cgHW9m7YyHCNZOSREM6+3cvPAt/9dwYTXWueWH/PGxleVHadVw1rlmyZZekk6Mu5kFVybz7JooAhGDsR98letf9gHRSjboGVhHsEoWLZ1H9XqfqbS7triiQSqJoKvaiC3Y+kmWL9yaqJVj0mQt/U2c7qIrZmciaHMfd1Uv+2DsIu4ji0rAtzakMHB3ClhZ6UzOlkX5yB18nuPcW1HAQYegouqB44QTapl14tu6mlM1gjQ+iCwtlYggANRRF1TTUtk6UyTHsQt6JrgUiuHcdwE4lKLz+JGrnOhSXDtOj6B1rcXVtAK+PwmtPQPsG9Hgjwio5VYyzRKt45iAU0ihrd4NlIcf6wXA7mqj6lmVPj9bYgT11CaWuHVDInzuIkplG790B7gB2LoVtmtjpBCXLQrFM9O6t6F1bobELqjSULjv9wThC05CmSf7SaaQt0WQJpI2INKAoAmmZlIomusePOT2ONTOJu6UH4XYemka8shrSiDcjrTo094IRYsmyKBaLaKrKzOQoustNMLq8eakQArc/iKIITNNkOpHAHwgQCKxMCxWLX94cVUpJ0QLblowk8kT8OiH/5SNKYb8LQxMYWjlpzBdhYKJIxCdoidceJxowKlzaV4pEBk4PQ2+D04B5MSwJRWvB2yoWUIld5nOEcIxM9Rp8QYj3pvIomYXhBDSGbS6OWnQ0iDLStXzkA+IB8HucB4XbcHRac8jm5bLaqeUwnpC8dbKIpsHOdS4eu93L0JhVMaZlSX71Spa6iEpjVCWf16mPa8um/qohHNRwGZLhcZPn30xzz01B7r05DDjX40+enkIoNp/8QB0Bf+WUdvxMCpeh0tvpkJzT5zMMjRXZtsFXRrTAua6Hx01u2hOlZZHNglCUigSiZUkOH59h8FKOxx9p48C+OAf2xSu2mUzkcbtUh5gGDWLh2il33RB0tHoYHc/z5W/38Yef76GtpTo527UtzOi4iVUq8dxL4/z8yWE2rAnOn4P1vX4+9ZF2+vozJJMmQhO8/W6C5iZPJdkS70Pm5TrKcM2SrcLEGJrLIUcKCjYSoQmkgPRbr5N942V0l0AiwCog3BolG0pD/ahCUNIUFDlLdBRHi6IZGlgSWZKzBpECG2fFoAgFaZactOJsSq9UtFANR+VeMq15OYBqaDBrICFUgZUvOr6kmpgVMgqkVZondopbQ8xaWKCpJH74rwRuvgWjqRmtrR0xNUrJo4MskT/0OvbAGbx1UQpWDnX2wefp3UKupRm7mMN862lcnWsoXTiGy6djNO6mYGiISJz8G7+mNDWOGgmj+8OUpkYQAQ9IUK08orEN6lsoReLg9qNNjWILG0VXsTMJFG8AmZ1BGT2PNXgCbf1ePA98ZkHDVDKdNOepN0ARqNsOIMcHUNLjiGC5zkFaJoW+Y9hCxd26BhGI4Nr3gDNMago5PeZM7IqKTE1hDp/DaOpCrNuPzMxAPuUQOSGgStqv7HpJJchPjaJ6Q7gDYRTNwAhE0AIxh0TNNobOTgxjZlP4G9sxgjEU3YUwlhepiyUaLoBsNkM2nSIYiaK73Gh6+euWJWd7AQqklExMpVGEQl3UOQ4pJeFwGN1YuXp7JRGwTF5yabJALKg7C+FlFsOWJUkVIOQBQxcYVWwx3Lrj7O6pxVwWIVuQGOrqRd1el0M8fFWyyOdHYGQadnVXf70WNtTg/aZl8/opiAbKXd2vBK1xiAQgmVU4dsrG0CpTm7UghOCmzdW3PTto8vKxErdv12mOCbJmZeRsObQ1CD5wwE39bD/EyRmLHz+XZm27zt37FxYMloTRKQtFhX1b/GyqbPQwj1PnnT6h67oricW9NzvX9PGzWUYnTFIZSX1s4TgfuSuKKpwIFsDohMnApRzbNzqs+ZfPJvC4BX/0GWfs7nYPOzb7OX0uy9BonpZFVg9bNwbZvS1E/VLiP1e9vug0eb0aH3moBZ9XxTQl//TNPpoa3HxoiXFpNOyioc7F6fNpvvSvF7h5X5SPfKB62wC3IfjUhzsYGslx9nyahrraF+U7RxJ8/fsDfPajHXz0gy0MDufLtGanz6d4/pVxBi/lWNMdYOPaIL/32S48S1r62NJ2qi2vc633Fdcs2dJDQTzxALa0UYSKlS+ADUY8iq+9hdSZsyANpD9Osf8iqlsnuP8Gcu+8g2YIhEsHX5DCxQFsRaCH/Gj5HEXLohRrR6TGUTIZxzLC7UIgsQ0P2ZSFmk2g6joutw/FtkFVMdM53OEA+akUQhO4YkE0j441nSadyCE610H/aRQgurWL3NQM6YtjeFobie7cRvbMabRACEL1jhbr0hnqbtqL1rUe88TbyFwB28zhDnmwwntQFBt3xDEKtfJZsPL41q/Hnp6AYAjMAlr3RuxcBr1rA1oshD18EXvoNGrHZvRIPVrHBqx4A/LiUUTLGkpmltLx56G+B8/6PQDIhhbsiSGs8UsUE2MooQaUWAOKoqK4PaC7yoiGVd+GLBbRMlOUkhMomWlcrWshUk/JGyafSmAsbolTLCCLeYozk7jqFqJGii+Ma+1uFE8Aoemg6iihOrLZAjoahUwKd7iuguRIKSkWLfQlRpqqbmALlUImie7142ldW/W6MoIRhMuN0AxMS6L5ohVpgKmZDIVCkYZ4sGaKwOP1IRSBy+XG4ymfgExLMjSexu/WqYs4RG4p5xFC4PHWTldUw8h0EV1ViAVqPxZ0TeBzq/g9GvHQ8kRuIiUZnJKsadQI1Wh3J4QgsgINUc6UHLoIMT+svZz8ZAk8hmBNDXP+sM+xYVhqDXA1sCTUsiw6dL6EVYJday5fwCCEIOABn0ty21axbGTPkpKDZywawoK2huUPJuDTiAdt/B7Bq0eLnBuyeORWD+EVpvaEELTWL2wbCgh2b3TRtqh5tGVJfvJskvYGldv3VL8Oh0ZNQgEVv1fl6dedvoLVyNYcNvZ6aW82KoTeXa3lhOSNQ9O89GaSWMSgq83DRx6sx9AWmISmCTb2+OkfzPPV7w3y6AONrOt25AThoMEffbbSA8temlGYxUP3OBeWaUpKJZvhkTz/59+e5uOPtNLW4kXTBF/87V76BjJMTBZwuxXePTzNg3c14V3G2qGl0YPHrZLPWxg1FkzpjGRyymQiYXLT7hj1dZ6yhchbB6cZHcuztsuPy3B2vD5eSd7EbKGVcj2N+L7imiVb3vZWwlvXo0UiiLbNFM4dQinmMdZsQRMCX283pVwW7y0Pkp/JkH/taSIPPY584BEyr/warb4JLdpA/uArEIygda3FOvIGxv67cPk8FDMZsgffQlHB8Pqxxi/h2nkznu03UxgZJvWbH2JEg1CyURULfe1OrIGz2C4Vs/8ihj+AdPvAHaT9tg+gaRrZsRGs/jOIM68TjMSoC0TRoy1QyOJbuxZ8EZS6ZmxNwz53HNHYgRaOo1gFoASBOMrMOO7NNyF1F/mTb6AGosjpMUpjF1HqW1Aa2jA27kcEo2iBEIV0EmkWnGbMwTDqmp1o7evnSYLRuR7ZvhYhBPmRi+S9UVQU5mI5QjOgsQs73oJ18RhKJoHRtdWpyPMGHCPKXBZN1dANAzubQilZqO0bURKjaP6II2w3GikkxkkmJtDzJuGYQ5T0NbvRCxmEq3w2F0JAYFGFjqaT1kIUszNE/SquQAS9SiPofMFkKpEkEg7g8y5EpDS3j2BLD1Yht6ydgma40Qw3liUZmchgGCrN8SpK4MusIjVNI4UHWYClNlOaAK9rIR0z50d1pRiasigUIZO3cRv2smk0tyFoXWa1LaWTGvS6IOxzIrG+qzDqnIOhOdGpqA9ODkJRwpb2Kx9vMmWjAPUhZb7lzpWif6zESAJ29igYmuDWTXbN/qYTSYfcrcY0VghBY40WQHPI5eHERUkyY1+WbDVEBDdu0jl6vkDQr9Bar+K9cps2NCHYt9n5ki1L8trhLLGQIFdwGm9Xi0ROTlt854kp1nW5efDWMA/eGqC0AiuLy3lPAdRHXVglm/GpPF63QNOgqaE8UpVMFdGEjWlDybq8DcNcs+bFm+ZNyZe+eo6OZi+PPNDCF7/Qw7GTM/zol8OUpM3J0zOkMiX27Ijyy9+MMDpe4PEPtZAvUJVoPf/qBEG/yo4tEaSUfOlfz+P1qvy731mDZUlyeVmWJt26McRjD7awbWOIXzw9zNHjKf7oC90E/RoIwQfva2HrhhDf/dkQbx2apqczwKFjCXRdsHHtwkUvZ7M78npvxPcV1yzZwvDi2bMPxR/Fv+suzOmbMY+9gBpthtYNMDWMPj2GcHtxuTxod9+HVtcITW0Yze3gDzqrnXg9qtuDzKUwbrgNfd125MXjGNE4vs/9GdI0HV1YyQKvn+zAGdANPB/4JMbkALg8aL4wSrgerXsThROv4tnXjbt9g2N2uQje+kYyvgCidyP26AWUXBK1Yz26149MjCJdHqzhC1imSrF7O4G6elTNQAlEIJ9BBGNIy3JsF/JZ1GAENdLokAfbJt3gQqga3qBDUgqZNIXpCdS6FrQNN4EtMSKOridvFsnlTUL+hQoYLdoA6RmEv3Li1zQD0bYBoKwqcCKRIpeeIeD3EY3FcDd2A9IhaXXloXZXIIxaKGItChtomgZa+WwppSRXkJiWJDLrHyWlJG8puHxR3MtU2JWkIGm68BZhaTBGCIHhqRGiqdgWQgEDvYqiOxryMTZjcXq4RHdD9ea/UkqGpiWqkGxoKZ8JhRA0RFcXtVoOyaxjB7C2aWVu7VLWrqgbmHKMO7d2QMQnaFylPqcWVLEQnTo/5nhMLbcfy0FKmzdOO0L4u7df/b6NJODSJGzsAGeeqz1p3bp5oaJxKUxT8tLRIh2Ngp7m1ZmFBbyC+/cZeGc5xfCkxbNvFTiw3VWVfI1MWRw+W+SevR7u2lPbEmW1bZLyps27J3K0Nup86oFAzfcH/YK9W3x0NDs7/OzrSc725fnz32kmXEV3tRpsWOPj4TvirO0K8KVvDJDLS/7nf9dVti/JlEXRsvni5zsJ+jWnSfMPh6iLGTx4Z6X1imI7qbalt8dMosiTZ0bYviVMZ5uPTetDbFjrHPf/8TenGBjKsn5NkA/e10QmU2Jtb/WVjGlKfvyLAcIhnR1bIggh2LcrgmvWxuSHP7/EqfMp/ui3eoiGnedBNGzwyANOPnvLuiAel0Y4aPD3Xz2HLW3+/e+uZeumMMGgTizitEL65o8G0VWF/+0vyp+BNtc9Td9vXLtkS9PJNqxDdXvxA0Y4jrr9ThShkk7OIHUP3i03Ozdoehqp6oxNZwkEPPhmyUg6NU3WFyMcq0ct5kjnS6iaF23N7vkbWxjGvJWBlBLNH6JglbAKOTydW9Bci6IEqoZr7R6Ey1PVpiCTM5mcmsHr1oh2bXYq3dzOpCsiDSAliUAntpnDw0J9sRMZcsab97dye3F1blmIUHkDiMnxMpGkKxBE0w0Uw81QSuAyBHN2fblcgUy2gM/tmncj1gw3oc6N8zOgZUnGZiwiAc1poVLlmKQE1fDgnxVxL2foKTSdaL2zB8tNAhdGS0xnLDyGjc+jYWgCTdNoiAUvSyZylorEQF2FbULVfRWCyDLO53PmlnOG6VYJMnnm021CCDrrtJpCaynh6IBj4LlulWm1pVjTLJCyOulbisEJR2y+u8cRiS9F0OOk+jzvk7EowA6Hj1+xhYIQCts67fnKxtGE5PhFye61gsAqtEtz2NmjOETrMoLzUxdNTAu29FQPI+UtGJ608bhseq7gO42HFj5fSjBL9vz1tRiWJelqETwW8FIfqb7PmazkO0/OsKbD4MCOlS0wAPxelY/eF8HnEXz/1wkk8IkHKz2ldE1w864F4mFZksnpIpeGC4TXXN29F/Rr9HR6EALy+RK5fKmCmG/b5OfsxQyXRnIEewNIGxIzJm5X9fNh27bjx7co02Zo4PNrFIcXpRlZeDb1dProH8oyPJLDcAliseULSTxeDbdbZ2AoS8GU3HGzQ/qOnZrhxdcn6O701ixqWNsboLPdh2EIctkSfQMZJhMmsYhBZ9vC96cA0zNF8nkL96x2y9lfyZW22bqOleHaJVtCJ+lqwLVIeKzOiqT9uhvJwqquZAQZmtHR7Dy+Re0x3D6fo/dCY8b0kc7nsDMFoqHqk6wQAnddK4aUSMtCq5KLT4kQHqBaomY6Y1HAS9zvQRiuefIyOlMkmbXpiAmkItA8fiKxy5vYLCUs4Vjdktc1hNePlBJVVRAKTKZK2BKiAS9ejwtjiYHkYrKUK8JkWqJpJRTg9CVJfRgawwvb1M/mrFaTUrkcVBUCHoFLV7kwptDTaKMJpWJfq2FoSsEquSpSd+81WqIaTeGFa6x/AvrGYX2LTWPIIQSXm7zz5nvjjKOtonxOKI7lQa1VcMTn/NTCK8edps23bL7ytjmaY91Uhsmk5NXjJbb3KLRWaQOzFM2xhQOYTkvGkzbZAgSuIGCoaYKVBGOOX5TkTJsNXbKiMTM4IvUPHTDmbeaklPz8pTyGrnDfDau7IFvqND5zn7fifrEsyTd/lSToU3nk9tr5YkWAritoAgaGTSIhR1u1EjTEnJPhXtQaSUrJqfN56mI68UglE7/vQIT+SyZnLubYuMY3/54raUA+NW3yle8NsbbLy0ceaiCXtxgZL9BY55pfbBUtmE4WefKFcYbH8tx+Yx1f/HxXTQI/b+a8hLzquuCGPTG6OnwcOpbgrUMzfOShZoJBg3tua2RtT4C6uIv/+g9naWt284lH20nMmLQ0lV9ohiH43U934zJUvvuTQWZSJv/pi+sxDIHPq7G2J8Aj9zfNE6TFxxoNGzz9whivvzPN736mkzsP1PPGwQS2lLzx7hS9Xf75aJhQFAJ+rWwc59iuh7Xeb7w/pjr/fwCJwrQVIG1VPsSEpqFpBpemJBfHJCUJllQJBPwEZmfhQtEmldfwBQJMpGyGpyWhgJug7/Jl8EIIpNBJ5cpXEgULLoxZDCfKxQszWcm5UUnE76K5zo/XU/4ZljXbukMImmI+GpYhWqYFozNUXfEut7+tdV7qIx76J+DipFN1dXxQY3Cq9mrI54KeBoN4YNa3q8bYV/JAXYrJJORmW/h11uusbXGRt1QmU875WQlSOZhOQ8i7cvJ3NVj8GY4eyebgOadv3eXf60SXNlUvaloWR/tKnBpcZa+XWTTH4MDGSh3Z/92QtnNtW1dwWGtaBA/tVTFUeP7dAsnM+9OQ967dBg/sdzE+Jfn2U2mGJyovTK9blBExads1jUvTWYm1jN6o2jUsBERD6qzZ6ALGp4plvQe9bsGnHwzT3Wrw3ScTvPjO6vp2AjxyZ5hH7gw74ycsfvSbKV59N1V12/q4zk07A2zodS6s37w8yf/2NxcZHl9Zj9HFCPo1DuyJsHd7iPU9PlKpEn//1X4On1j47I4WL3/6e92YBZvzfTkAhobzfO0Hg0wmKj+zmi2CEII//Fw3n/uYIx4cnzJ5/a1JfvH0CAABv8aWDSFCQY17bqvnlhvi/OAXQ/y3fzzL6Hi+YrzONh9NDW4euqeRxx5qmc8YdLb5+OJvV1pAHDk+w//5N6d490iCaMRFfdzA49bYsyPKH32+h4lEkW98v58fPzE0TxY/93gHX/hkeQGAUJTrQa1/A1yzkS3bVkgVXKg1FmsXRmFkxgkVt8VhTbOBNpt3kBKODzoOzju7bOpDKgG3Ssi3sknatODNM2CWYE+vjd/t3MguDTri2rznj2XZCAETKac8vT6oEPBU7nBLTKepyipQykqh7uAU9I3Ctk7KhNCWhAsjEA8u3wx3TZMy632nkC9S1rZjKYQQeN3OfqRysLVdXVbPcqVI5eCZIzY+N9y3Y0Ez09MIHXFwGyv7zJIEaYurEgtfKYJeWN/irLirpeeq4cr0SpL+cSc61dUoOXhW0tEgaKiRTnqvcePG8us3mZEEr8LRfA51IcEjN9a+/0xTcuhcka4mjXi4fB/mrtPBMYszgxbtDep7sk9LMZeiTKYl2ZxNcQWLgNt3uQhVCZslkhbf+lWSDZ0ubt+78jSfEIKHDlRGtH78zAxFy+YPP14e3Y6FVPZt8dLVsjJ3/qdeTjA+ZfHR+2PzUaSJKROrWOLh2yM01lXPLxua4N4DC1UAr7w1Q/8lc3WrQpzI3dBonpv3hNE0wanzaX71wgT1MZ22Zk/Zdr96eoztm/0c2Occ8/BojvN9GRIzTvptMeb9opd8FYtlCWs6vZRsm/7BTNk2Qghu2uv4b331uxeZmjZxLaNl7OlcmbW+1ye4MJDhiWdH+H/+yQZ2bSuvouhu99HU6OHoiRmGxwq0NHpY210jmjlnin0d7xuuXbKlCLI5qFbcYlnQN25TMB19iBCiLASYyMClKYgFbLDn+nmt/LNnMjCVsQl6yomAEGKeAOVNm5dOQFMY1rVAfdBJjdXC0kkmW7B5+Ti0xmw2LPL7aQqDIagoxc/m4fyoEx1aSrYsS84/VBantvascdJzl8PgJLx9Fnb1QnudM14i45C99yKC5HOBV3e+t8XaDE0oaKv4XsI+uHVzuQg2m5e8dlLS2wTtl6nyulpIaVMolFCVuQ7j7z2EENw26zyeysK5YYlQ+DcjW4tx7pLF8wdN7thh0Nl09ed2uWtpckbyzskipZJdQbbm0N0qiIU8RFZgntp3qcDrRwvctc9LLLS6fW9v1PjMQ76qqcTFOHG+wFOvZfnAbQG6W8svZI8haG3Qaay7fGrPNCWnL+bpbKm0TZjDjTu8yCohNE0T3Lyz9gk5fT5D/7DJbftCaJogk7NJZ0plHOmHT06STFv8yedaKnSB2bw1q6ks//snPthIwSzR1LAK8zPgxJkM3/jREHcfiHHngTqa6t3s3xFh3/YQdTGDgin56a9HaG9xc/Z8huZG9zzx2bszwrreAJFw5UND2ja27ZgN18Kps2lyOcnuKn0KAY6dmGZ4tMCabj/BZexVVorzFzLYEqctXBUMj+aYni7Q1uKlqb42WXZqEbmukH+fcc2mEZE2ucJsD7Ml0DQnypDJwZnByteDHuhtVAh64JnDMJxY3eorFgC/CxJJh1RVgxDgd4PH5aTfLo5KptMr/xyhOK7YS/2DPIZjlrj42ZbOS4YmLLa0ywoPo8Fxyc/fsBmpcowrIVrgpMjWNDv/ApwZljxzSDKSWPHhLAsh4O6dcPcO0DSFCyMWP3mlSCK1+nTQUo140YLptE0y+97s63KYycDF0erneqUwLcnAqIW1TETA63aa/caCgnt2aWztee8fA1I61aDLIewTtNSpBJZEkU73F3j27dyyKbLVoiEmePBmN9vX1mbfmhCEfPDyoRwXhpbvUZnJ20ynJYUaWa5kevmw1eWIFkA0pNHRpBMKVG7rdgs+cGuADV0LZCSZtnj+zSTTqfLP7rtU4Ee/SXDsTK7mZ23q8bJlzcojZHM4cibLO8fSpLPOd/WBO8L81ofr51NgAAd2B7h1X6iCaKUzFn/5dxf59i9GK8bt7fSyae0KWO8StDa7cLsFv35xgsHhLEG/xiP3NsyTtmzW4vT5DAPDef7o81089mATP//NCIeOzThFLVWIFoBAWZaLTCZM3j0yQyysV/WyGh3P8+vnRhGqwsP3NF12kZlKW1wcrP3QSWctXnx9kg1rA/zeZ7p5+Y1JXnp9Yv71qWmTf/n2RYQquO3GurLPm0yYpJZcnxKb6kKP63ivcM2SLSltsrnaE0JTREFKyeh05Ta65kSbGsMQD8G5IcnRvhUKg3DIwbpm6G5gPiJ2st/iuUPF+c8yNIX96xS6GxUSKTjWDwPj5fuRzUvyZvX9dxsKN29S6G2+PCEampC8c9bGKi3sz+C4xbG+Irpm4/U46dSVIJmVmEv2yetW2Nyh4J1NlzZHBetauOL2K9VgaAqHzhZ55u0CliWxSiuXIUgpuThiVdXqhPyOnmdjx/t/qzTFBBvbJAH3lT/0zgw4jYH7R1Y2RiwoVlSFuFq8cLDAN3+VIZuvvR+xkODePS5iwfLP7xuWnBuwyFbKWq4Yju7w8q1iUlnJ4dMFTvYt3y14U7ebz38gSHMVMf7pvjz/8qMEh07nSGevTBsH0FSn86E7gyuOnPUPm7z4VoqBS+UMsL3ZxQfuCLOxt7bQbmTc5F++P8LA8OpO+v0HInz20QbCQWcf3zmS4js/HyO/6Hvf0Otnz5ZKO5hcXnJpNM/AYG0SuFpEQgYfuDtOJlPkp09VkrhI2OCxBxuZWyeWSpJ3jkxz5OTMsuPail2zdeA7hxL89IkhppMmD9/byJYNC7YKYxN5ppMm//SNPmZSRT770Q42LEMipZQMDWf5yROD/NM3LjAxWf59vHVwih/9Ygi3IfjEY+38zqe7icfcvPLmBK+8OTm/nWla5LIWB/bGylrz5PMW/+0fzvCv3+1b+EzbafN7Xbb1/uKaTSOCJJ8vYRZqk5GdPY5R4I9eLPHgDXpFdVg0INi3TvLzV21SWdjYLhkcl0QCly8hb44JmhdVRCfSNpNJJxW2mNgMT5aQ0ua2LaKsysuSkifeKOLS4aEbVqanqIWuRoHPRZlx4vE+ycSMzSM3q9yzo/qxWLK8qiqVlfzsZZPWeoVbt9Xep5BPsP19iKakMjbpPNzSrLGmtXz8vCkxtOqppkQannqzQG+rxm07KvfbeI+8oi4HKSWHz1q4dIXOpuXzn0PjFh4XRIPlt3Bbg8bu9TaN0f9711FBn0I4cGWNo2/d4SK/yYWhwfPvZFjf4ZqvcHu/EQlqfPiuIAGfYGTCJF+w6ayhV6pFUkMBjZYGjRffSvH6YYXf/fDle06+F1jb5aajWeOVdxKs63LPX7duQ7Bt3cLDI521KJUoa7SczpaYmCqSyqyOHHq9GosbFYxNFhkaLXCuP8OG3tpNlAEuDmaIBFRuv/Eyjq2rxOvvJtGEYG2nh2zOwuspv3bGJgq8fXiGzhYv41MFPvlIC02Nl6n4kAoolS2tXnp9gqdfGEGoKn/w+R5aF/VTHBrO8fdfOUdvV4A7bqrDZQh2bqt9rEMjOYaGs/zwF5e4aU+MW2/0EJ7t0vDmu1Oc78+Qz1n0X8pz160NrF/k2fWFT3aVkcGX3kgwMWXiXVJBalmSqekC+fzC9ywUx7RVuc623ldcs2TLBvIFi6K1jFCxWaNYLNI/5qSXXj9WYDIF9+zV50mGJgQ7e0u4dCcC9Zu3THpa1WXJRjXsWa9iWVSsvJ876KywH7+zPDStCUFHgyhLE5qWrJgAppKSQ2dMtq81iFRJR4AzabQumQ9u3KSRKVDT1+XVowUuDJd45IB7fhuPAZ0Ngsb46nL/2bzkVH+RNa06/ivwOZrD7bsc8e3SFM10SvKj5zKs7dC5aWtliD/kh5u26NRHru52MC3JG0cLdLXotKzAfmAphBDcs8992fRsNi/52QsZ6iMqj95RLrALegW7118d+b4S5POSHz2bortVY98WHzvXudm57srGchkClwGDo0XeOZ5HhX8zssWiz/rBk2kSMxa/+7H4qponN8Q0PnRHiB8/nZiP+LxfGB4zURRorDMwNEFdRGewRrR7Dt/9xTipdIk/+nTzvFaqt8PDH3+m5YqbU8/hnluiuN0K3/3FGJ/8YCNru6unJkfG8jz90hRul6C7bfXpy+XQ0+mlIW6QTJX4r/94nj/8XCfh4MLiZf/OKF0dPiYm8vz0yUvs2hrlcx9bvqzXpjL0I6XkJ78awiza/Od/31uRPvz69/uZnCrwyANN7N5W6TW2GBOTef7hXy8Qiers3Bxm367o/HiWJfn+zwbJZkv8z3++AVUTFQ23o4vSn6fPJXnhlTHq4i52bQ2Xbfcv3+5HluD2AwsP/Lkep/b12Nb7ims2jWgDxUIJyyxfyU3OlPjx81mGJ5204PoOnXv2GLgNQbbglFtL6Uys0yknxfjsWwVePmQSCsD+TRqbO2s7OmbzkvHEQsrxmbdyfO/pDMhKogVw8xaNm7dUf2DvXqezrcf5rLdPFPjGrzIkkuUP2olpyZnBEomkxJK1045L4fcuX6Hm1sFrlFfEaZrgpq1Gufv1pz4FTU0QDMLatfBP/1Q2zuikxcFTBV46aDIwduUpF3BIVjUtjKFDPKISC1YnMZoQbOg0iIWu7naYSUleP5rjmTfT86XWq0VTTKMusrzo2esW3LTdxZ5NbrL55cv//61Qkk6T6jkN5KuHMnz5x1PzWp4rQWuDzkfvCbJ7c+2ow3TKYmp65Sn81eC2PX7uOxDEbQjSWYuT51euI+sbKnDyXG4+df5+4Tu/HOf7Tyxode67Jcpvf6Rp2Wisx+U4uC8VpV8N0RqfNPnls2Nk85JNa/zs3x6kuaE66bcsyT99e5BTF7KzTZ/f2/Lf/TvDHDud4tzFLK1NnornasGUnD6XorXJQ2+Xn76BzGU1dqpQUZa06xFC0NzgwTRLDAxlKt7T2+VFURQujSzo/8Ym8uTzlZ8VDBh0dXo535chHCrXfZmmxO/T2L45RF3cPU+s8nmLZ14c5a/+4QwnTy+kQYdG8vj9Op96tA2/f+Hc5k1JJmtRkrBv5wL5c5prXyda7zeu2cgWgFUsVfTjyuRsJqZLpDIlBHD8QpF9m1143YJbt+tInMn5uXdynL5o8djtbrb0qIQDKpoQbOxc/sHx0qECFy5ZfOwuH+GAQAjQVKWM9uZNOf+AaKvX5v/2+uE8azqMqjoRrxtCfrVCEN+7qMLq6Tfz9I8UefzewKofrJPTFs+8mWXfFg/tjTo71rnYsZLIxV/8BfzzP4PLBSdPwm23wY4dsGsXAL9+LUMuZ3P/jV7aG6/c6HIpkukSv3wpzfZ1LtZ3uXn45veuvU0t1EU06sOCyekS6RwE39sFexm29LhJpi2+8uMpetsNbtntX1X05b2Gzyv43MOhhQncnqvav7qHeEv98lb0P3hyimxe8gcfq19Rq6HVoG1RKvetIxleejvFpz4Qp7P18hVyzQ0ubt8fZH1X5XWXzlpcGjHpbndf9T7fuT+EmL1tpJS8czRFXcxFR0vtfZxIOK1q3kucvZjhtXdm6GrzsqHXz/23O5GTbN5iZMyks9U9n1JMzFhMJEz2bQvw8F3vfYr1tbcTnO/L8qH7Grnvjoay9l4A5/sz/PrZMQSwtttPT6evLPJVDSVkVc3Wpz7czn/50hleej3Bji0RTpxJ0dLopP/uv6MJqwS9Xc6DYDJh8rdfPk/Qr9HZ5uXhe5rnSbFhCD78cCvhgF7R0sfr1fj3v7e2wi7i5Jk03/vZENK2cXsE7a0+vF6NA/vibNsUJho25vWzo+N5vvztPjravHS0lDvRzzegvs633ldcu2RLgiyVKppvtjdqfOJeH1634PWjGV4+mCPgVdi90V1mAdHe4KT9Dp0xOTtQ5KN3OzfIXESjllZhbbuKzw3+2cX6bTvLV+3D4xY/eT7F/i1utq9zXpucsei7VOToeRNNU6qSrQ1dLjZUNqtHSqcRsBCCeFhQKKgVXjErQbZgM56weO1IBsty072CCQeATZsW/j9nVnPu3DzZ2txj4HVDb+t7u7p98Z00p/py9La9/6ZZubwkm5fEwhoPHvCTyr433lGXg2EImuo0dBX+8TsT7N3mZd/WlXn0rBbD4yZDowW2r/fVJAiL/37Ddh83bL8ytvmT30xRtGw+fN/yqReAnRt9FAqy5j6ZlsQyZdXGv6vB1nU+/F5Bc/3y19PZviwBv0ZD3OCmndWbg795KMULb87w6Q810N12de6wW9YvfN/prOSplxK0NLr4zKNNNd/z0QcaZqvPypGYMfnaD4fZuy3E/p1hwImqrESzuGtriOYGN21N5dGsl15P8NKbCX7rY610tjnEU9cV1nf72b09VPU5+cSzY1zoz3DPLXU0NrhX1Hx6MZob3Nx6Q5zbborz3Z8NMjic53c/2Y7PZ+AyBBt6A/zW4x1cGsnx/CsTdLb5OHZyBkVQ1qB5MYQiEKIyqlkXd/PHv9WDrgsGLuX51+9cpKvDx+OPtBEOGXzsgwvpSZ9PY02nj+dfnWB0LM/dt9RjLOoi4vdq870Ol2Jp2hBg/Ro/99zWwPEzSU6dTdM3mGXjWqcl2Vz06x+/fh5p2zz2UCuxqIs92yNVj9G2lSvvf3UdK8I1fHYVZMmmVMWjZI71r21z4XYpDIwsVPdYluTYuTzRgOCuvR7qIyrxsMDQHdL2s+fSfOuXMzXTSJ1NBjdt89ScHNwuiARUAt4FEvj0G1leOZTlwZu97Nm8Oj3Or15N8c8/SJDJSnasc/PQLf4rqj5ra9D56N1BxqckR86u0tX5D/8QvF5Yv95JKT7wAAB9QybPvZ5mOvnep4HGp0q01mvs3vT+W53/5rUkX/7xBH2D+dly/X8bV1S3IfjQnWF2bPQSCVdaKLyXeONwmqdfTZFIXl2qdyXI5CSpbGlFqdgdG3zs3167uuunT03ypW+PLlsVuRJEwxq7twSWJR7prMX3nhjj1y9MLTvWlnU+7jkQobVGmg0gMVPkxTcTZLIrvzeCfo2PPdTA/bctT1Ib6gxCAZXnX59iYmrhXrZtx0jZno10DA7n+f/+Yx+vH5y+7GcbmqCjxVNBnrasD3Dr/giNdQv3RDios6HHy/FTScxi5fdiWZKZlMW/fn+Qnz81wtBwblVp+c3rQ3zuY20EAzrtLV7amlx86et9/NM3+px9NQTrewPcuDvK5z/eSUOdwT98o48f/mKZ1g1zwqYqaGnyOmk/22bj2gCnz6Z57uXxiu3chjNP5PIlDuyPEbxMNO1ycLs1TpxJ0T+Q5dEHW1jbXbnQikRdnOvL8P2fDfEHn+2qQSZnbS1qlVtex3uCa5Zs2dgUSyXsUu2bWFXhtl0ebt+zkAoYnbR44sUUb51wSnI397p59I7gPEE7fTHHqYuFK9bRRIIaH7s3SE+bm3xe8rPnpmmOK9y6y0tns7FqotQ3aDI4WqB0hRqixYhHNB653Y/fA4OjqyBcf/d3kErBiy/Co486KUUcHVV3m84r72T4zWvJq96/xfjofWEeuyvMy++kGJ1YfcuP1WBNhwuk5PtPJSo8jt4r5E2nUW81hAMan3o4xsaeK0uVnj6f4diZ5dux3LonyGP3RqmLvo8dpmfx8QejfPaR+IoMb6emi/zkNxOMTVb/jtua3HS2ulZsXTI1bV6x3s7v1Xjgthi37w8vu108atDd6ubpVyZraoVOnk3z6+cnuTi0OiuG7nYPddHLT+L9g3meen6CE4u+92jY4M9+p5MbdjkVcy5DEA1phPzl6f1s3iK9iAQmZkx+9tQo45OV3mRNDW7uvLmuoqff2KTJyFjlc3JoOEc+L/mtj7dxy94ofp/K332lj2Onqrf5uRzW9/p57MEWpIQjJ2YYGFrwrnK7NTasDXD8VBpZsmlqcJW9XoYV8JDv/nSIi4MZ9u4Is3VT9QjZ1LQFCqzrvfoI9PSMyfmLaSIhnZv2xisW8C+8NsG5c2m2rA8Qj+o17ydpOzxLsa+bmr6fuHbJlpTYJTm/iquGX7+S5JlXU2Ve3g0xjfsPBNi9wY2Ukl8+P82zbywQhc1rPGzqdl2RM/qxs1n++3fGGZtyJtV0TnJ+sIhpwtY1ToQmb0rePppe8aS+a6OXG7fX7hZfC8fPZXnmtWTFw9DQBQePZzl0MkveXIU4W1Xh5pthcBD+/u8B8HtV7r0xSENcx7+MO/6VwOsWpLKSF95OceR0pY/PhcF82YRxNVjf5eGBW8NsWePBe5njuNKJ/BfPTfHlH4wycxkh75XgyZdmePLF6WX3LRzU6G2/fOp4Ysrkr/51kIPHrmxyhNX1yxydMDl8Is3QSHVSsm97gA/dUzkRVcPJ8xn+9mtDHDpx5fu+bUOAtubLn6fz/VleezfJyFh189Qdm0J86tEm1lbRfC3F8Gge05J89QeDfOW7Ayvaz95OL5/5cAt7tlUnBQB1MYPf+1R7mcUAwFe/N8Q/fr1//nq5NFrgtXemuTCwcuffD93fyAfubeTU2fJz3TeY5fCJJDNJi7tvrWff9ig7t4Zovpw1wyIUTMlPnxzmxdfG+JsvX+CZlyf4yMMtHNgbI1SlOrQ+bvDYg82c78vw5POV3lwA1KgQHpvIz5uPPnh3A3t2RDl4LMnZvnLB/PBoni999Tyd7R7amjwUlvfMBZwI3wuvTdQ0N700micUMLjtpjryeYtfPTNSRhZDAZVoRCMxU8JcZr2piNl+Fde51vuKa1ezhULJKiFrtDoAyOckqbRFcVGoW9MEm3oWSnIHx4sEFnmZ7N7o4cJQ/oq8eKVtI6XjBP3u8Qw7N/r43Acj+BZN4IPDJr9+KcUdJZv92y7vCnrDNkc3Y5qS8wN52puMFU08x8/kuTReZO9WL/5F29dFND56XxSXS+EfvzNGZ6vBw7dXb09RFZblaLZm4XELPvnQ5bU5AIdPpjnXX+D+2yIrEoO31Gt87P4ojbHylf7QqMm3fzHB9vVe7r91Ffu+DDb2eC8bWcoXJF/54Sgt9QYP37myY57D+i4PXpfAc5Wl+dXw2H1xSiX7PWmdJG0oWfLfzIt6XbeH3/5oE3Wxq4+4ne/LkkyahILvbfTu9XcTBHwaGxeZWe7aFqKl0U1rU/VUotstWF/DNmEx+gayfPm7g9x2QxR1FX1HNU3UtGVIZy1+9ewY2zYEWFOll15vl5eiuXC9bOj18bufaqNlmdY6FweyfOdnl3jkvkbWdvvRNMHzr04wPFZgTU9gXpe1b0eE7g4fTfXOWHVxF3t3hEmnrYp+hbUwkzR559A0a3t8bF4foLfLRyZj0dvtJxgoH+PCxQxf/V4/t+yPO82f9er3gD37bF6K7/1siMmpAh9/pJXWRg/d7T48Lo2N6xy93vBonl8+PcK6Hh+XhvPs2R7mP35x3bx/1lJYluRbPxygvt7Fjs1hnnxulM3rgnS0eudfP3EmRWebj/W9fv7s93tpqHMzNJLnhdcmMIuSthYvQ8NZfF6dP/hcD1/97gC+WYnB2ESer3+/n9tuqFvw/JqdAq/3Rnx/cc2SLSEUStJedjW/a7OXcFAjuEiceOiUU5X00fti1EV1PvOBWJlx4zvHM7x9PIvPpdJQpxOPrPzBvWWNjy1rfJzuy/HOiSx1EZWdm8ofdh0tBo/eE6a92bXIbf7yk+S7JzM89XKSj94fZW2ns0o8cjJNplCdtD1wW5hcXlYVp7Y1OVUujXU6dcsd39gYPPMM07fch+32EHnzOfjWt5yfK8DAiMmFoQL5vKRgSn7zyjR7t/hpa6r+kBdCVBXy18U0DuwO0NP+/uu5yvZHAZeh4FrGDmAyYTIwUmDzmnIh+qY1PjZdQTuVasjnJe5FpK3pMqLv1WBqpkjRkkRX2S/wcjAtyRPPTNDZ6mLbxoVojBCCpmW0T6tBybZprDOoX0EabqUwTckzrySIhsrJlqEJ2luqX3+W5VjKFAqSp1+a4Kbd0Zo9AuMRgx2bg/R2+Lj9xvhV7evQcI5v/uQSu7YGOHoyhc+rViVbd91cXkEohKCjpXKhcaE/QzZfYtNah3iUSnZZ/8UP3ttIMmWVPWM0TdBU7+biQJYX35jgwTsb+c5PhiiYkr/44poVLQjq425+7zNdREIabrdGMmXyNz8bAhT2bA+XjdFQ5+LG3TE2rQvyvZ8NMjKa53/6DxsrBOm2LR1T0yUff9PuCCfPpvn69wdY2+PnUx/u4Pab6+dfHxzO8MIr48SjGv+PL669rNi/aElef2eKhnoX997WyOc+1kF89no0Tclrb0/y0yeHufe2Ru6+tZ6WJue8d7R6+d1Pd1Efc+6F7//sEpdGcvzZH6zhcx/vmB/fLEoOH5/B61bLDVYV+7rP1vuMazaNKAFp2chl0ogbe7w8fHt4XhT7+sEUL7+VxF5E0NyG45I9POZoPW7Y7ufD90R4/q0ZvvXziVpDL4vedhef+2CcresqJ1ddE6zv9uB1C7750wm+9mNHiGmactm02Jp2Dwd2B2heVEr/xpEMr72bqpoK9Lr/f+z9d3gbZ5rlDf9QLCIDBJjBnJVzzlm2nOQsyVnOoe12d09Pz+58u/t9++7uzG7P7kxHT3fb7ZyD5CQnOSlHS7IyxZwjQESCxWLh/QMkRBAACVJU73dd0rmumbZIsJCqnjrPfZ/7HIEUS+yFQa0WuOPalGHFyahUyL//I7rSfAzZqQT+7u/g3/4Nbrop9t8Mg3VLLTxyRzoWs4jDKXOh2k9jaxz1+KGvXRRYOicJW9rob6p+v8Kr21rYd3T4eI+oz6sW2HpbJuuXxK6mHTjuYvsXHTS3Xx6dWWOLn9+8VMfhH0f/+uOBmKBCq1aRkDC+u2SfT+FshYfz1SNHu7S0+/nsuzY8o2y5Xr8qlacfyMdoGD1R9HhkPv6qlebW8HamWi1w3+1Z3HZdZtzH+vDLVn77Qi1VtV5+POumtjH2ezYaRW6+JpPcGMRtOCiKQlWtN+T7pABKX4A0q4anHihgzdL4bRl6JIWKmnB/uY+/auH9T5vokRTyc/XMnGLifOXFtmFGmpbSKKJugPpmH+WVXhzOXm5an8nN12bGXXk9edbJ8dNdoc3Kq+/X0+1XuOf23NAxPD4Ze5eEXi9yw3ob2TYtDU3d+PxK1OqxaiCseQgaWnv48ayLqRPMlBaaIjy0sjL1WCwiP55xEYij3JsgCGSkaVCh8O7H9WRlaENVsCPH7Xz8VQtzplmYPcSs1OeTcbtlhP73vGZZGlKvwsdfNIU9LjlJTUpyIuVV7tD9QoVCIKCKGWh9FeODK7aypQoEUPr6wojTAPw9Cp9/b2dikY6JJRcJT1ObRK8c4JFNmSENlCwrnK308uHXDjauSWHaBANmo0h3dx99yvAnryQrCAR3c42tPXy+y8G1y61kZ2jiqjZkpIgM6Pu3fdlBU1svj91li6rPSraIrJgXPop+2zUp9MoK7Z297D/hYvVC67g6XtfLJt649zUyf6amrFjPopnRR+FjQVEUvjvgJC1FZNoEE2pRQG0MvreCbC0P35mOxXR5TmGXR+bND1uYOcXEgpkXKymyotDh6MU6zpWbASyaZSY/SzsmIhgPtBqBZEsiJsP4eZoNRkm+nme25o/8wFHCYhZ57O4cdJrg517Trw8asBMYjPIqH/uPOCnOM1AWZWQ+FgRBQD3Gj72lo4dDx7swG8WIKtTQ9trZCy4CgUBMm4HMNA0+fx/TJiaRbdORGmf7rMsl0dTSw8QRYnIGUFnj48W361m3PI1VS1LJten41VMlcT3XUBz8wc5n37Ry/50XNV63bLDR7VdC/lCVNR565eB1PfD63B6ZIyfszJpmCfO6Wjw3mUml5rhbh4Pxw8kuzpS7cbklrluTxfwZyTjdveQNqr69+UEdbe0Sv3iiBF9/Bf/xB4pITIg0ewVAFYhKtqZOMKP0BZg9LYm/vFZLXZOXxXNTSEnRolULZGfqWLUknUM/2Gnr8LP3sIfEBBVrlmdEfe1qtcDTD5ewc3crJ0+7WTwvNWRbUlxoZOn8FFYsSg0RsO/2tXP8ZBdTJ5r4/Ns27r0jnxlTkpg8wcTGa7NITRH56rsW0lM1zJhqDfpwLUzjxGkn/u5gVVFRglV3lXCVbF1OXLFkKyiMV1DkyFF2j1emvKYbjVpAp0ugvbOH2VNNXL/aiixftIaQZIUX3mlGrxGYMdGAbVDVaMak4adNJFnhz282k2pNZPMN6Xi9fXQ6evHGkU3W5ZLpkZQwvVFBTrDaFc/UldMtc6Hay9QyExazyKETTs5W+Jg+wThqsjV44RwKs1EkL0vL/OkGivPja4FJksLpC16K8nQkJsDRU26yMjRMmxBZQYv3JhR2/CiRRtGgKEG3/x4pfAEy6kWeuic7wqtMlhXe/6KNVGsiaxaPTo81GMkWdVj0xmB4fTJSr4I1ht4jHqRY1Tyy+aKXT4dDYvsXbSydmxQhhL4UuDwyp8+7mDHFjF47PsvM4Pf9zictqFTwy8eLIh63cJaF/BxdhOfTWNDc6uejna2sX55GYRRiN4CiPB2P3pVHRtrIz/npN+309ioxydaSecksmRe8tjPT4vSzA3YdsHPgqIPH78sPIxaD4ffL9MpB36bm1m40aijKv3TD34klRrp7+sjJulhhy826eNzv97Xj6JLZujk3bL2orPWyY2crBkMi82de/H4FQUCjEWhs7qa2wcf8Wda4DWBvvS4bo76VI8ftzJpmZd6sYLvs2EkHze09XLsynakTk7BnSDicEv/+Sg3zZli5YX3Qm8zlkhBEIbzl15/WI8vhlauCXAMFuQb8fpmifB1Ws8hzL1WxdEEq164OVjOvW2Nj3kwrtgwt/+sP5ei0QkyyBWBJUnPT+myWL5TCnOQz0rRsvDYr7LGnzzuprvVw2w029HqR0n4DVUEQWLkkDbvDzz//ppzcbD0zpgY/h5vW21i/PCNE4oLfx1W91uXGFUu2VCohOO4aRRSYmqzm4U02jAaBN7a3cKG2m5ICHRazOozMCIDVlIiYAL1SH32j6FoIQEZqItZ+clNWpOeZ+7VoNQI/nHKhUauYEiMdfvuX7bTbZZ6+LzukvVkw0wTEd7M8dd7Dl3vsmI2JlBXpmT3FRGGOjrSU0d3Eu1wyL7/XzJxpJpbOs0T8PskksuXG9Mg/HAY1jX62fdHOumVWls2zsvX2zDB90aWgrtHPW5+0cM2yZGZMHr7KZjGLPH1/TtQFPprXkqJAS1vvZbWqefujFjqdvfx0a/64hWP3+BXaOyWcnvH1zzpT7uKjr9owGROZGoUoD4bfLyPJhGkjR8KtG2LfrNTqoOdTPOiRFPr6lIiw4gF4u/to75BweSJtN9wemW2fNzNriplpk5LibuVtuilr2MGcaDhb7sTt6WP+7Ngt6AWzLKRYE4claK9/0EC7XeJnj5bQ0tYTZoB5KUhP1XLNCi1vbquDgIpNN2eHkSqtNoEkcyJGY7jGc3KpiYfuLqAwL3wzVl7l4Y336zEZErC7eikuMJARJ/E0GUWuX29j7kwrOo2Kk2edHDpmx+2WcXtkli9MZdHc4IbI55OZWGIkLyc4Xa4o8MeXqzAbE3lya3HomCqVKsL+weOTEUUBrVrg3AUPZy94KCs2M3eGlYmlg/R5agFvdx8V1R40agGfrw+/X46wwxhAcANLRNZiNFTVemhp78HbrbBwTnLExletESkrNpEgwu4D7SxbmIYgCOgHZdAGAgS51lW+dVlxxZKtYGEregQDEBL4mgwJdHT20NAiRUQ6iKLA5hvTOVvh5d0dbRTn68job/+4PDJ6bYySdP/f3rEhnIhoNQKyrPDNvi4MBiGCbB0+4aTL08usKXrcnsCYSIiiKBj0AtevTKGgf5RfFIVRE60BtLb72XNYZv4s85jMUoeiIFfLbRvSKOx31k4dJFZ2OCUCAcZ8c9CoVRgNYpgm4+hJJ6fLPdx+fUZEBWY0USpqtcATd2ePyoS5vMpDZY2PNctT4/rspk4w0uWRx5QAEAvZNi0/e6hg3AjtAKZPNmM0JFJWOHJF851PWmhq7eHZh/Jj3oCGoqRgfIYF3vigEbtT4ukHC6NOopUUGPi7xwqjvi5ft0xtQzfpqRqmTYr/OXNto9dXfbvPjr2rlxlTLRGxLQPISNOGEZIeSeHjL5tpavXxwJ35mE1qyoqNpKZIJIpw84YseiQlqjv5WNDW4eeTr1oxmxK546bwa2HB7GQWRCGKAwaj9i6J516uxWxU8+CWfEwGEVumloVzrOjUCXETrQFo1QK5WVr+9d8v0NIuodaouHGdjaJ8Q1jFSq8X2XhNFr/+Yzmnz3nYcmsu0yYmYRii2wtuzC/+2+WS+N0LlWSka3n47kJysrTMm2nFqE/ApRPJHFLhfPejRgSViqXzUymvdLH3kJ3cbC1lxRc3fQNu/e982EhDczc/ebhkxKnrO27IYeeuNl57r47F81O5bnW4NtCoF/nJw0X8p386w/f7Oli2MIoOTwVBQdkVK+H+m+CKJVsQIKAibDomGhISQCWokKO0GwcwoUjH43dnk2oNfpznKjy8uq2Z1YuSWbN0dC0lURS4e2MGYmLkNuNUuYfOLpln7s8dc2XjfKWPdz5tZclcyyWTI4tZZPZ0Mw1NPSgy43I2qUWBGZPCSabHK6ME4LUPmumVAzz7UN6YbAoy0jQ8eU9O2M/aOiRa2iR6ehT0o1vPIzDa7+TkOQ9nL3iZN9MSRioH4PHJ7D5oZ+ZkM7YMLfNnWS7tBcZAu6OHJFPiqCpLI0GvFUMVrfd3NNPT08fmjVlRv7fSAgNJJvGScwJ93TI9PQrWUZDxnGwNJlMC4jASNq1W5PBxB/uO2LnnttyQjigjTcuzDxddsh3HuQoXFdU+1q1Ij0mk7rghC3+vEvP30XD4WFBHlZqsDmXALltwcWJRrR79OTsYHp/M86/VMGmCiTybnqQkkTs2ZlOUGzshIxY+29nC0RNO5k4PtlZ1OoG7b8sddVTPYPzm+Upq6n1suiWH6ROTYjq2uzwyF6o8KEoAv19mw5qMiPNURXCAIEEUkWWFP71aTYe9h0Xzgut7aoqW227I4bOdzew+1MmEEiMFuSL7jnRit0tsuimLTkcvkyaYWLM8nd8+X0FO5kWy1dzq54XXa1i+OBWzKZFkf9+I1McvKRTmGenra0OSFNKiyCrKK10c/MGOWi0wa5ol5rECXBXIX25c0uqqUqmSgbeBAqAGuDMQCDiGPGYm8BxgBvqA/x4IBN6+lOcdHwQI9CkIqtgn2JkLbo6ecLFxbWrY2PZQCIJA+qDK0J4jXbR3SpiMY1vIBo+yK4rC2x+3kmQWueO6DKTe+LLKYuGz7ztQEWDu1NGJ1QejpqGb/Ue7uHZlCrdek4asxGc/MRSBQIC9e/eydOnSYR/34ruN9PUFWDzbQu8Y/aDaOyVEkQi90zUrUli1KGVMlR17l4RKFXnMeLFhdSqL50QnWgCt7T3sP9qFTpsQc/T/UtHlknjx7QYKc3Xce1vOyH8wBrg9Mt3DxOUsmmuN+bvR4L1Pm6lv8vPThwtDN+nh2jUA65bF1+bukQJ0dysR7b/xqAqdOu/h9DkXC2ZZSUsNr4icOO1kz6EONm3MGXVFbGKpiS035zBnumVYAvrpzhY8nt7+alTkddDlkhBURHhUDcDl6uW1fXVMnWhmyy25UR8TDX6/jM+vkGxRs2RBCvm5ehbPS0aSFJ57sZpkayKP3VeEzyfz5XetzJxmoSA3/opmW5ufTkcvuVkGzGY15yqcdHT2snheeLstNVnN7TdlY01K5Nd/uMCiuVbWrgivEClBiS+yHIwQLMw3MHViEqv7bR6qa7288GY1t16XxUN3FYRsPc6cc9LaITF3ZhKvvlfHhWoP99yez9bN+RgH+TOq1QKWpODgyvKF8Vl4/OnlStyeXtLTtMyYmsS8WRcrh5Kk8N3eNsorPbR29nD/5nwmlsY2sBVUEOZhdBXjjktdKf4B+DoQCPyzSqX6h/5//2rIY3zAfYFA4IJKpcoCjqpUqi8CgUDXJT73JUFFv4noMPO4Zyu81DX3cJ05cVgy8eV37SQkqlizJHiRrF+WwoxJJuZMi19wrCgKb2xvRq9L4NYNmYN+Dp2OXhQlEDGSXt/UjckoYhmFCePcaWZUKtWIQt6Wdj/HTrtYNjcZ45AbSlOLn4paH063BWuSmsHcT5aDeoN4CdH999/Pv/7rv3LTMHYQMyeb6etTmDzBOGonfAh+ti++24hBJ/DU/eGTcoIgoB0jj3nx7QZEUcVPH4qSAB4H9FpxWPF4Ya6Oh7bkYBtlC2U0MBtFls23kp0Zfj40t/o5X+Vh8dzkmEaP8eK+24NxKcOdEz2Sgr1LCplZjgVTyowkWxJDrZfT5918sKOZzRuzYloMxIul85NZPNcy7HuQZYXXP2gkxZrIDetiWz30SAr1TT4KcvSIosANa9JZNj85gmhBsFrncMlIvaOvOqQma1i7PJJMHjvpQBBUzJhiAaClzY/T1dv/HQUfMzD4oigKf36lFo1GxU8fCZ9UNOpFnn20BEVRKMzVkxUHGRw8UPPBjmaqarw880hRSGgOIIoK06ck4XJJHDjSiS1Tx5ETDrTahFGRrV89PYHGlm66urrxeHrZf6ST+mY/M6ZYwjbCkiRz7oKb9GQNGWkaUpIjvwdhkKZJEARuvyEnzDKnua2bs+VuTha5uP/OgtDP77o1j6paD+WVHto7eynrl4ENfR8pVjU/eagYRVGobfCRka4dsYXodPVSU+fjobuKsGVoqa71cr7Szeql6TicErsOdjKh2MjGDVnkZutxuSTOX+hmygRTWOUxoAQdtlRXfbYuKy6VbG0EVvb/98vAdwwhW4FAoHzQfzepVKo2IA3ousTnviSoBsqmSmxV4NzpSZwt97DvsIMZk41Rb4yKonCm0osmUWDFAoWqum7ysrQxDQuHg8enIAwSBpwud5OeouHRe3IiSsouj8wr7zWRl63l3tuiJ8VHw/IF8Tmml1f52Hc4+vj8wtlJTCo1RFR0FEXhL2/Wo9cK3H/HyDtclUrFyy+/zJ133smiRYtIS4vu67NsvpXmVj+/faGGxXOtrFw0utasIAgsm2shURN78fL4ghq70VTNFs2xxkrxiMC5CjffH7Rz67WZpKXENyUXyyxyKBRF4cvdHdjSwg0/432OaGaYh090cehYF0V5+piTbaN5jpE+1m/2tnPwhy4euSuP7DFomgDmTA+vkOl1AinWRPS68bG5GOncUJRgXt1AS1KSFM5ccFOUpwurCh075WDbjhbuvT2HqROT0GrFmNW3RXNTmDPdOmI1u0dScLt7SY3j3Pr827YwsnXv7XkEuKhR9Ptl/vhSNfk5Bm67IYs5M5JIjCJrGIAgCMydOfK64vbIPPdSNdMmmdiwJpMJJUZ0uoSw4YQBEfn1azP53fOVVNS08aufTOCJB4pISRkdEbckqen2y/zv52rJSNPy4F0FeLxyRDXyze2N1NX7mDk1iWtX2aIfTKXqt0cI/rOyxsMbH9Rz2w3ZTC4zM3WSmc235DB72sVz8PQ5JyoBdh/spLYhSK6L86OTfklS+PK7VhITVXy/v4NVS9JYtyL2EAjAnTdmc+Ksi057DxqNwJEf7Zw47WLWNAsZaVoeuaeQlGR1qMr7xbetfPRlMz97rITZ0y9+X0J/XM9VqnV5calkKyMQCAxEpbcAw54dKpVqPqAGKmP8/lHgUYC8vLxLfGnDQyGA0hcYdnosP1vH/JkWKmp8+P197Pi6nbIiPdMnhTtYP7Ilh25J5sQZNx983sp1q9NYMsrWiCAIPLz54oXeYZd495NWJhYb2LwxcgEw6gWWL7BS2+Tjy91trI+zHTL4+BeqPMyZbom6kC+cZeknjeELnCQrvPtRE9k2LSsXRd6kk0wiGk38N7elS5dy77338thjj/H+++/HjIzQ6RKwZWhIHWMQcrRWlcMpYdCJON29/Pn1OubMSOLaFfF/jotH8R273DLtnRL+YdppY4XPr3D0hJPcLF1MsjWcRUc0rFqcyuRSEzkx3PnHGxOKjP16q+jfrywr7D5kJz9bR1GcNiKFeQaefGD4qqPHJ1NT52ViiemSNWNqtcBTWwtDxLKm3ssbH9SzfkV6WIWptNDE6mUy+TnxvY94ZAOffd3C8dNOnnygkGSLGqc7PN5mz6EO7A6JG9Zlcv+m8LV16PFVgoDBIIZyPteMcm2JhqpaLx982kifEkDbv+mZM90aRpAlSeGND+owGRPZfHMui+cnk5mmQa0WQk7po8XOXe309QVYtyKN+gYfOUNyKzs6/Rw6Zic3S8f6YciNatD/hyAxNegSUCcK1NR7efXdOjZem0lhnj50rX34RTOCCu69I49Oh0SnQ4q5kfD4ZA6fcFCYq2PhnORhZSsQJPUHfuhicpmBtz5sYHKpiZs2ZLFwdkpomCA/J1jNOnnWyaRSE8kpGnS6BAJDAqeVQACVSsUwipqrGAeMSLZUKtVOIFpN/B8H/yMQCARUqthfl0qlsgGvAvcHAtF7d4FA4M/AnwHmzp17eb/6AKgEBVTRb36yrPDd/k4KcrWsX5GKvUuivMpLoqgKka0Bt2SDXuT1bU04nBKrFiUzIY5Ms2j46ztNiIKKBzfnkmwRuWVDBun95KKl3U+vHAjpNgRBYNmCZH582UWnvZf1y+J/HllW+PCrFs5d8JKeponqgaVWC1ENI2VZobldikqoBEHgrpvjr7IN4L/+1//K3LlzefXVV7nvvvtCPz/wg4Pjp13cdUs2FnMiW++MXw8yEuxdEn98pZZJJUauWZ5GbpYOWxweSWPF/FlWpk8yhSoYji4JJcCYTBuHwqgXefTuPHQxKjiNzd288n4D61ekMmdafATRZBTj1iMFA3M7ycnSUhYl3iUeFOUbhiVRbo/M9/s6KCse/nGjxdETXXy6s4Wtm/KZNMINDoJtvcoaL2XFpqhi9cGErSDXwJ03ZUdcXylWNdcMc2OXZYXdB+0U5OoiLBFioazYQF9fsC38ze429hxx8Mhd+eT2VyXPV3hoa+/hmlWZZGUMXznUqAUeuze+1vgnXzXj6+7j1uuyhiWrXm8vPn8fd92SS0lh9OrOp181I/cFuHZ1Ju982IDL3cuvnp4w4mtQlGBeoC1DFzGpvHpZOtMmJpFiTeQPL1Yxb6aVhXOS6ZUDFOQaUAJQmGtk5eJUBEHgXIWb7Z81seWW3FAeIfQLyAkg99+V8nP0/PyJMoBgDqEuAbUo8O8vV6PTJrB1SwF33xYktdk2PahUvLW9gapaDwW5RpYtSA0juckWNU8+UITJIIb8r4ZDl6uXH8920dDsZemCFCaWBPMlBw8UKIrCu580cua8m588WMyKhakU5xvIiUL4AqrwacurGH+M+K0GAoG1sX6nUqlaVSqVLRAINPeTqbYYjzMDnwL/GAgEDoz51Y4jQmw+xglW2+jjk6/bmD/TSlmRKXgx3J+Pvl/UqCgKf3qtHoMhgftuy6GsSE93t5a1y0afT1Zd72P7F61o1CqS+9sAghCcyvP7ZRxOiXc+bsbjk/n7x4vDFrX778hhtKm/Ta3dnLvgoShPH5cfkSQpvPpBI3nZGtYtS+eZrQWjsjgYCYmJidx2z7/w9DN3s3LlylBV09st43TLUeOELhVGvcikEiMlBXqMRpH7br884vDBGNwqeundemQ5wC+fGJtj91AM15oUElToNAnjYs0RDU63zK4DQX3IWMnWSLBa1GzdlEfSODv3T59kJkGAwhFyMnskBadLoqrOy/ufNnPPbbkjtmzVaoG5M0ZX4YbgjfTbve1MKjPGTbYmlyWFTFIL8g10dvXSpwT4t79UsniulVVLUklNVo9qmnEkVFR7eGtbI8mWRG5Ymzks2Zo22cKEEnPMKp3bI/Pdvg40Guj2ycybaUGrSYirqtfc6ue1d+uYM8PK7TeGX8fZmTpkOYBBL3DnxhzysnS8+FYdPT0K//HZMtJTtfzDMxcJ3Y6vmqisdvebXg9CvxmVGOV+kW0LEq8jxzv54UcHC/s9vAaTtZRkDYvmpmB3+Pl6dxtlRcYQER7AYHsLt0emqtbLpFJT1M+gINfAyoWpHDrhYFKpmSSTyF/frGHxHCsT+8+D6jofp866KMrXk20LTojmZesor/KSnqoJEVNBEEAJjDiZfxWXhktduT4C7gf+uf9/Pxz6AJVKpQa2Aa8EAoH3LvH5xg0qlQoUQiPRg+HyyBw40oUKFVMH5RMOCNElSeGdjxvpcEikpwZ3adFaatGw60AnfX0BVi25+Pi+vgDdfpkb12ZF+Ad98HkLNfXdrFueSoIQ6ds1ltHo8iovBGDV4pSw4ymKQkWNjxybNkxHoSgKLncvbk/w/V/KNKTUqyAmROpfbNmTuO6mR3jggQfYuXMnR48e5eD3X/H3f/8PURdxWVZ479NmsjO1LFswesd2tVrgtuti6DP6Udvgw5qUiNk0ttZlNDi6JLZ/0UJulhZb+t8mCNuWruXRe/JC7ZvxRopVzYNb8kLXx/s7mui0Szy4Oe+SW3ODkT+Mg7uiKBz5sYvcLP2oRPZWi5qlC0a+dnd83cKJM07uuz2Pm6/NDDl1Xw6kJmvYujmPFGsiVbVejv7YxYY1GXFf62VFJsqKTDS3+vF6ZfYd7qTT0cvj9xViHkcunJ6q5vp1mcGUgP7XVlHtYftnTdx+Y3aECNzjk/G2yxEkAyCgKNgytRTm6Xjv00amTjBz123xSUky0rTcfF0WedlBJ/fWDilEdDodEi+8Xh0KiQa4fl0GsqzwzoeNaNQCt1wfrMYrioJGncD82SmRQnwVkQSMoP3CG+/XUZSrx2gSKSk0cf3ai+tKa7ufxESBto4edu1vZ9WSNJbMT4v6GQA0tnSTkqzhyHE7O75u5aG7C0LJDidOO/jxjItbrs/GqBe5bp2NhfNSSE/V0tjsC+rCcnUUFZj44NNGMjO03LDexuSyiyS3qtbLH/9ayZIFyWzamBd631dx+XGpK+E/A+tUKtUFYG3/v1GpVHNVKtXz/Y+5E1gOPKBSqY73/9/MS3zecUFAFX0C46td7Zyu8LDxmnQm9zsBO7okHF3BcGBJVmhslZhUYmDlohTe+6QpIoA2Fo6dcfHDaRcQXAj+7fkq7A6Jf3iyOKpR48RiE1MnmJg1JYnZ06LvpKvrfbz3aRNujxwRhBoNackayoqNZGWG3+yrart58e169h/tCvu5Vivy9NYCbr7m0rQbXS6J//OnSj7/rj3s54Ig8Ng9ebz24n+jp6eH3/3ud0iSxEcffRTzZi31Bqd26ptGDiYeCzodEi+9Xc8nO1vH9bhur0xDk5/MNG0okuVyo7nVz//5UxW7Dtgv23PkZetDpFTuDdA7hum5S0Frh8SHn7ewe//F8HePT+bEGSc90qXfTCaVGpgxOZhVuGReakzH+fFCYZ4Bs0nNuQoXP55x0ukYPpjc75d5/b06jhy/6Lxjy9Dyq5+UctM1WcyZHnSXH0+cOu8mM13N5LKLNjJyX4Bufx+yHPn9b9vRyF/fqMEdJSDcbFbzd0+UcseNOdx+Yzarlsa/1oiiwILZKdgytHyzp50/vVJFTb0XWVZo7/CzdEEqC+dc3JA1NHdzocpLc3s37faLQfaCIPDY/UVs3RyZ7akoCgGICJM+dLSTPQc7aGz1M3dGMv/wzISQTUtnV9D49M1t9RTkGdh8cy5L56fEbKOer3Dx279UsHNXKzOmWrj1ehsF/ZXNE6cdfPJlMxXVbnz9AdKiKIRc5rNten7xWAkrF6fR1Opj5/etXKhws2ZZephtzA8nHbg8vWEVU0GlgoAqpl72KsYHl7RiBAKBTmBNlJ8fAR7u/+/XgNcu5XkuBwIBhRjSMebPsGA1JzJzijl0s3/+zTpEUcXPHinGqBf56YP5iKLAhRov+35wUNfk45G7CkbUuWy9Mze0kwgELo68f7vPzoLZlojd6+xpsUnWACprvZw86yY5SWTPYQd33pg1bM7djClJzJgSecwcm4b1y9OYOtHEqXNO5D6Y2f+48ahQiKKA3SFx6LiDtcvSwiwFAoEAvb29vPzyyyxcuJBt27ZRWRl1jgIAvU7k6QcL6QsES+7j5YI9gCSTSEGenoK8S8+NG4y8bD3PPlKEQX95qkzRoNMJZKZpCKBw6pyTqRNHN7E4WmzamI0sB8/reCJHxgMZqWruujUnLKrm+MkuPvyyhfvvyL3k9zyxJImJJdGP8faHDShKYFQeU/GgsbmbI8e7WDo/ecSpVJ9fobrOh94gMnfmxdalKAqkp2m46ZrMMfnTxYLLJbH/cAc9UoBlC1JD68PEEhP/+OyEsOf6bl87B47aWbUkhZJCU8xzf+AYs6PoCt/+sB6XW+ahu/Ij3keXU0LqVUhP1TKtX0+bmabh1FkXr2+rZ9NNOWEEp7LaS3Orn79/qjRiCrS8ys3+Iw5uuz4rFPYMwapENCqy60AHCYKKa1dFksNtnzTQ1dXDjWsz0KoFUlM0CMOso59904LLJTGhyEiyRc2iuakcONKJOjGoJZN6Azx4V0HMa+rHsy5MxgRAwGpVM7u/ha0oCq3tEhlpalraetBqEigY1OJUFAgIV6cRLzeuWBczFQIBJbqDfG62Dre3lz+8VBuqZi2cbWV+/yLWYZfYe6QLv6QwocjA0nlW7I5e2jt7Io41FGajiMWsDu66Ont46v48TAaRr3a1U9cQWaX54vs2Pvtm+OrK8gUpPHl/PiWFRtJSNRFRE0Ph6JJ49+MmGpvDn0+rFVm1JJW0FA1ffN/BF0MqUJcKo15kzgwr1iR1xBTohQsXyMnJ4a233uI//+f/zLPPPovf76erqyvm8fQ6kU++aOH3f63C4xtFMGUc6PYrVNV6OXPeM67HhaD4XBAEjp1y8t6nTUjjUHkZDhazmofvzqe2oZu3P2oKndOXE4ePO/jdX6sprxr583O5pSC5vwRtniAITCkzhw0cTJ9s5rbrbaOK9mlu9fP+J43YR/EZudy9OJyR2YmXisREFWazGlsUQbvLHf76ki1qfvpoCTcO8feqb/Txv5+7wJ6D41fVlGWFP75cRSAAj91XFLERG0qGxAQV6kQVvXKA7EztmEifLAevxxOnuyJ+9/oH9fzl1RokSSE3W891a21otcHN0qpFqRHefDOnJOH19VFZ2x3x2qtqPOzZ3875Slf4k6hUqCAiKsugT6C02EBK8kUCtO9IJy++VcvkMhPXrbUxb3Yyza1+/vJaNZ/vbObE6eiVyplTrdx4TTal/bpHRVH4ek873+1v5+YNWTz1YDH5OeFVsXPlTvYe6sDvl/l2Tzt7DtmZNsnEzx8vY9okE63tfo6fdvLbv1zg9Dk3a5enc/tN2REWIapA4Crbusy4YuN6VKogo4+2W3l/RxOHjzuYUGxE069zGawLOnbKwXufNGPQCyycncwNazNZNDt5VC7fX3zXynuftnD/7TksnBN0ji6KUkU5ddaFSgUbVg8TvJsohMSVT9xbEPNxvm4ZvU6ktaOHE2dc5Ni0MUeR77o5G0UJ4OuWeenteiaWGEJuyZeCO27IRFEiK2VlZWUcPHiQu+97lvJzR8jOSkWv11NZWcmcOXNiHq8gV4+YoBrRAHC0MBlFNm/MHpVhbLzw+IKBuBVVHs5XeVm7TEatvvSpxJGwblk6c6ZJo4qzGSuybTomlxlJS1ajKApOlxzzefcdtvPtgU4euSufkoJLMx8dDLNJzcLZo9Pz1TUGNVITS01xZ3Dee3suL7xZy/bPmrh5Q9ZYXmpUpKdqefaR4oifl1e4ee2DejZeY2POIAF+tOquwSCSY9ORnppIY7OPusZu5s20XlKlWhQFpk+yoNcnhJHbyhoPew91ctM1trCq0NIFqcyflcw//+4cZlMizz5aGnY8WVZobPGTnamN+bpuuz6bqpoL7D/iYNa08Pb7gllW3F45QkvaIym4vL289kE9D25JCFW38vMM6PUJtLV3A+HVyrJiExkZWvqG7N0CACrok8N/8cT9RQxInr7b00ZTqx+NVqCpuZtbNlz8HKxWNQtnWbE7JV5+t4al81K49fpwMf/KxeE+g4Ig8PDdBahUwQzHoVOKbo/M82/UkJAgMGuqhQfvCmaLCoKALUPLvkMdfPxlE8sWpjFrmiVonZOiDQ1SDEAlqFAAlXCVbV1OXNFkK0B/DMMQ6LUJmAwiLreMr1tBP4SPZKRq6ZUDtLYHdVrqRGFURKu6zktNgx+DTqAwT4dWK1IWxeG6sbkbt0dm4TjEmZRXeXhzeyO3bshk2qQkntpaQNqgmBiXuzdMCD7wfjw+mW5/H/6e8bkQhzO4LC4u5sEnf0915Q98/ck/0dbWxtdffx0iW4qi8Mp7DZiMIrddF7ypLZp76bonX7fM/qN2pk4wh00ETSq9PJN123Y0UV3n4/H7Cli7PC0i4PxyIdumI9um4/R5J4pCqOVyOZCXfdEM9eiPDj78vIW7bs2J2t6eO9OKxZJIXtb4tmx7JIWKag8lhca4p/DmTLeSY9OHRWYNoL7Rx/f7O7h2VUZYZUAQBPr6AvRG0SmNFj5fkDQMR4YslkQKcvWkRnGcHwy/X+boCQfXrs4gO1PHW9vq+fGsk6J8w6iDnQfQ1uFHqxa4bm2kG1BDs5+Kag9drt4wsgXBgZS7bwsf0mht9/P5t61kpmn4Zk87W27OZWaM/D6tVuTBuwvQaS/amzS2dJOWrIlpqBoMdPYxb6aVjDQtXc5gNclkSESrTqDTcbEaae+S2LGzmaULUvm7J0pJHmLJEsuPcaAN2emQ+P5AOwkJAs8+UsyGVZlh5EgU4HyVhxOnulixODWuoQxg2O9p244GHF0SG9bYopIxgz4Bg17ku70dPHxvAanDmMJeNTW9/LhiyVYAEFQBolmD6bQqkkwiTncfvb2RrY1kayJGnUiXqw+3J2hNEG+1wOXu5ZV367Gla/nHn07AmiSy45sWpk4wRzh1GwwJ5Gbpyc+KfpGUV3lIMolxLZwmQzCJ3mwMEqrBE1tnL7h568NGbr/eFnEDNupFfvZoUVyl/7YOP29ub2TlotSomrB48PCWXCCX//Gfbua3v/0tixcvDv1OUcDt6SMxYXyFnA3Nfr78tg1/j8L1a2LHrIwXZk5NIi1FTbJFPa7TevFi22fNdDgk/tc/TkatvvxLQHqqhsI8Pdak6FXC1GQNqVEiUi4Vp845eXNbA1tuyYlwl48FURRiVnubWrs5X+Fh7kxrGNlSqwWeefjSLTzcHpnfPn+BsmIzd9wY268uPVXLg1sKRjxec2sPX+9uQ+5VyM7UsX5VBjP73cVHC0VRkGT48ys1pCSreeKBIiBIDj/9uplpk8wsW5DMtEnmmBXB4iFVyw57Dxcq3eRn61g0N5ncfh1RY7OPw8ccrFmeEarWKYpCiiUxRG4qqj389c0a1q1IZ9WS6BX3dctT8XT3MXdGMrKs8Lvnq+mVFf7+JxN45pGSMAJud0icOOOird3PA1sKI9Y7geHJyHd72zlz3s3D9xRgNEa+f1lW6JEU0lM1zJmefMlaRn//RkKVIDChJHKjXl7l5t2PG5kzw0pPj4ImUcDnk2N6eAXgqqnpZcYVS7YIBAgWTyPPsNPnPfj8Cr94vAitRgz2zne3k5GmZfrkJDLTtGy6OYu8HD2vf1CHo6uXXzxeGipje3wy2hi7U6MhgXXL08lM12DL0FLf5GPfYTt9ciCCbFnMah66K3z8ubXdT1tHDwW5Bt7YVk92RjCWYSTYMrQ8cnce/p5I8mgxB6sKlhiLZLwaC7kPPF6Z6noPx884uWld5qhbVoOf66c//SmyrHDyrJPcbB0Ws5qnHoicFLpUlBToSUtTc/yUk7XL0sfVi2goOh0SP5x0snJh6v8VogVBTWKHXaKlXSIv+/IvAQkJKmxpGkwjaAkvFe/vaELq6QsJ1UsLDdy4PnNM3l9uj4zL3RtGvObNtFKcb4wrEmcs2P5ZI/WN3SxdED22Kl78cMKBQoDZ0yw8fHchWf1V6mSLOu7W6GA8/3o1fX0BHruviIXzrFgGVcCdbplTZ9zoNCITS5KGPf7pc068Ppn5/a3dSaUmfvpoCSlWddh1X17l4dBxB1MnJWEyBonEN7vbOHC0i0fvCwrEM9K0zJluGbbtPOA31eWUeO6lKvQGkfn9MTUDJE6WFfYdsZOfo2fDqgw++6aF+sbuiPcxcJcQh4i2Tp9z0qco5OZoyUzXRdXXQbAClpGqprzSzZ5DnTEreENRXevlQpWblUvSw9qkWrXAbTfm8Pa2eppb/EybFCSkH33RTHqaloklJiaXmZk93YotXcv/+VM5FpOaxx8IBnsLohCSXgQCXGVbfwNcsWQrGFkgBP0fhuD+TXkEFNBqgh+P16ew/wcHmWlaeiSFSWUmlswLLhgzp1pwuXtDF0KXS+IPL1YzudTELddF6jcEQWDxoJH/3Cw9j95TQHpKfIvgV7vaOFfh4dlHitm4PpNkS3wLf4+k8OHnTZRXeXnk7vyw3a0tQxtB6saCrAwtv3qqlANH7Rw/3U6Xq/eS9UH1Td28tq2BpfOTWbkwjUSRmDlyY4UgCMydbqHDLpN4ma8Ih1OiqsZLWaEhzDfK75f5clc7UyeYx9UhPRo2XmNjzjRLzCgeSVI4fd5FYb5+XFqcZ8672HWwk5IiY8yx9/GAwyHh8/eF4lLMJjUrFo2NuHz8ZTPllR6eeKAQlSpYTRIE4bIRLQhWn2dPt1yyJcjOPW20tPrxePsidEBjgUZ9cVRt7bKL2tHGlqDM4amHijDHcZ58s6eDLqfEzKlWBAH++FIVVnMi994ZvoFaMi+VsiJjWESP1aIhNUUdIggmo8htN8Q2It72aSONLd08fHcBCQkCRoPIrGkWli5IRZIUDh+zU1RgRBDgy29bmDoxidtvzKYwz0BuVKPnQNRpsjfer6O5rYd//X+m8//8alLMz+HwMTsNLT4ml5m47Yb4UjbaOvz8y3PnUamCprBDpSozJlvIztCGWraSpLDz+zYslkQWz00J+ZTJskxRroGMDC2SpPD7FyqxWtWhTbpKAALDR9ddxaXjip1GhAGTusgzzKgPjyqRZYUH7sxjygQTb3/YyNlyd+h3C2cnh2dqKQout0SPFMUtNQbysvUxCcT3+9v54eRF75w1y9K548Zski2JzJpmHdbocTB2H+xg14EO1GrQaS/f1y6KApNKjZQWGtBqLz0AODtTx23XZjJ7chK/f7GKtz5qHIdXGYmVi9O5/YasyLFyl8TL79RSXuWO8ZejQ0mBkWcfKWbB7PC2lt3Zy+FjDk6edY7L8wwHi1nN1IlJMSuWNXVe3txWz+HjXSMeq7G5O+x6iIal81N49N4CivLHV5M1FCsXp3DfHbnjYnEwZ3oSS+Ync+K0k9+9EPRtutyYOimJDrtEbYMv6u/jNZ+8/8580tM07D3YOS6Trvfekc+9d+Zj75JCuieAjz9v5s3369HrxRAJOnnWwf95rjyq7+Cmm7N5YHM+anVQt2kyiOj0kWvE4CzE+kYfL75VS0pyIo/fHx+pG4DHK/PrP5Rz7oKLpx8uCemkmtv8fPxVM4eO2clI0/LA5gKuXZ2BzyfT1NqNP8pnphKEqPrejAwNghDA45WjvjZZVvBLCtt2NFJe4WPR3JSY+l5JUsK+4+6eoFZ2Upkp5t+kpgSHCvx+mY+/Cg5tGYZ4wB0/5eTkeRe2NC2KopA/xNJGNcCyrpKty4orlmyphGCMSSjGPQYcXRL//IcL7NzdxpxpSdx9ay5TJsRuS/QFBAyGRDTqSycakqSw55CdXQc6QhehLV3LjMnhN0pFUXj7wwY+/qo51qGYVGLimpUZPPlAMWbT+AiyFUXhpbdref+TprCft3X0crrcQ03dxRtUp0Ma08KvVgvMn51CRrqWicXGqDmOlxNOt0x1rY+m1khbjxOnu9hzqHPUx7Ra1BGEICtDx+P3FXLNykub+LR3SdQ2Rr9Zx4uCPAObbs5h3kzLiI/9dGcLb37YENWocgBarUhBrmFcfZ6GornVz8tv1/PN7o6RH9wPj08OGUQOxYQSM+tWZFBaZGTKBBPJMQKy44EkKXHbWsS6373+fi3PvVQV13Ey0rQ8em8Rj9xbENZ6cntkXnyrlhOnHcP8dWz8+dVqXnyzNvTvDWszuf3G7DBvwB4pQLdfiUoMjXqR7/a1c+ykA0EQuO36LG5aP/z0ZluHn5NnuvjNXyrZfzj+a+2W67PZuqUAvU7kxGkHv/3LhZA9TG6WlvvuzGfFomSOHO/EoBexJKk5Xe5i244mKqujEetgtNvQj9/fE0AUBZJMkZvlw8fs/NNvz9Pe7ueOm3KYMsEUQYQG4PPJ/NufLvD+pxc3k0Z9IjmZWlKtGnYd6IhJwiGYenLqrJvpk5OYOTUpbHOQlhrM2DSbE3julSqcrl7WLQ+fbg+gYlwz2K4iAldsG1HpU+jrU1CGzvgOQaIo0GmXqBahV4YZU0wxbxr2LolX361j4SzruJTv1WqB61Zn8N4nTew5ZGf5wugTLIoCLW1+DIbgDcHjC+pNBgfODkyijRat7X70uuihxIoSvMgThnwcE0oMPHV/IRn9wc6t7X6ee7ma2dMt3LR++IicWBBFIWpbNhpkWeG194NDCNesim2ZEQ/ys/U8+1gx5ijvf/eBTrpcMvNnWi8pwmgAY/l+hmLbjibqm7r5uydL44p3kSSFmgYfBTn60HtQq4W4BeUbVmfgdPeOu6lsLHQ5JRIShIjnS7GqWb4ohdIoU73RoCgKf3q5isREFc88XBrzcYV5hrjzCaNBlhV+/0IFyVYND0RxJh+MkkIj//jTiVF/J4oCgQA0t3WTmzXy64mmnfJ4ZeoavGRnaGBK8GcdnX4++rKF1UvTIiNqhmDhnGTEQcMpg7P/AM6UO2lr7+GXT5VEHbzo7lGoqfNhNiWSn2vgDy9UMmmCiduHaQfOmmbBbErk2z3tWK3xnWOSpPDvr1SRnqrhF0+W8fm3Lfx4xhlyfxcEgUAgQHmll+2fNzN9UhKbb8llxmQLRn0ipVENoQNRc3STLYnUJwocOt7F9EnmsIk/gyEBjUbgjfdrWTw/lf/47KSYr1kQBSzJiRz/sQuVSsXtN+SQYlXz1EPF9PTI/OnVWiaXmsjPCZd7BL24OsjL0vL0Q0X4JYV/f7kaR1dv6PvMz9Hz4JYCfD6Z8xc8ZKYNbYX3ZwRf7SNeVlyxZAshaGqqGoHNG40ij99bgNMt8b///QLrV6SzeF507x6lL4C/p4/OLomaOi9lw7i4x4v8XD3ZmRraO/x4fHLUG6goCjxxf1FoY/LxF82cr/TwzMPFYxLEDsDtkfnTq9XkZet5YFPkjUIUBX6yNVKcLwjhE109kkyKVU1JweVtIw2gTwkKS4+f6mLOdMsl62xi6Za23JqLJ4q/z98ajc3dmE2JmIwiS+ZZaes0Rhg5xsLp8y7e3FbPppvjn9gbjNxsPePrmx4bsqzw3EtVmM2JPLU13H9KrRZYtyKSWHc6JJJMYlTjzYklJsTEyxtRIgiQnqbBEmMSM15s2pjLf/vXM/yv31/gf/zHqWMit7YMLT9/vCzMwb3LJVNT56WlzURqigZxkHB6KEbaQB4/6eR8lYeFc1MYcJWRZYVTZ13k5uhJsap59rFSEkV47uUqXN5eCkcgeIIgUFpkChl9xovqGi/nLri5ab2Na1dlsnpJaogASpLCex83YjaJbLw2C69Xxi8p6PUi02KGi4cHu/n9MmcuuFm/MjiAsePrFjo6e7hz48WrobrWh1oU8EgKPT3Dy0pEAXRqATkQCHvswNTiA5vySU2OXIfsXRIvvFZFaoqG3//TrGEfe+i4g0BACTnLD0AJBHmWKqrr5FWMF67YuqEQUBBU8Z1gc2da6euD9nY/el30UOSaei+WpET+/qlSqut8vP9ZU5QjjR7B2IYU9h9xcPJ0bJftwd48s6aamVRi5MDRzktyVjfoBRbOsjJ7mMkZQRCQJIVPdzZTH6N9tXNXB+2dPRFZjJcLGrXA+pXpmE0iXa7xd/YewOlzLl59tz7uXMzLgS6XxF9er2F7//k2sTSJ5QtT427ZFebrWbcifcTqjaIoUbUslxNDW5OiKDBruoXpk8wx/iIcjc0+fvvnCr7Z3Rb199evs3HNyvG1+mht9/NPvznHwaPBlpcgCNxzez43rLt0s1OPtxcCgUuKehpILxhASaGRnz9eyvRJJv7lD+X84fkLYz72TRuyePy+orANXmOLnze21bPnYEfo+UVRQK8VWTA7OcyUdTAqazy8/FYNf361atRByWq1wIZ1GUydaEYQglOe//anytD5pFYLbLk1l9tvyKGnp49Pd7Zw+mwXP5x0DJstO/hece6Ch9ffq6ex2cfSBSnMn2VlwpDN9f6jdo6f7uLJ+wtZuyITSVJiSikcXRIff9mC1KNw922RG9uSQmOEd5kkKXi8fRTk6jAZEkL3hmiPBThwpBOHU2bqEBmMSrjqs/W3wBVb2VJUQcFjtLgeCC70H3/ZzNyZFsqKTPTKAbJsevJygjcle5eExRxcuE6fd/PGtgbuuDGLuTOs3HVL9LJ4j6SQIIw+Z3BSqZHNN2fzzd52Tpe7uemaTM5d8LBgTnJUm4KJpUk0t/XwxbftlOQbx1xhEwSB9atGvhm1tPew77CdBJUqLM1eURQUBdYsT6ejoydmhajLJfHmB/XMn508pupKNCyaG/T8GYs+rbbRx+vv17NxfSZThsnUMxkTsFpFNBoBl1tCr4usoFxuGPUiyxakkJ0ZXr0bmMgbCRazOmpFaCg++ryZMxfcPP1Qyd+kZVhe4Q5+BxsymT394nTetXGcjwMwm9RMKDGSlxtO8hVFobHZjy0jtmP5WKFSBU2OE8TwTVxtg4/3P2lg47VZEX5T8eLnj08gELhoj+L2yHzxbQvzZiVHtPRGA0tSMD6sV+7jXJWPxmZf2CRgvDDqxYjKu9fXiyT1hVpXfr9MQ7OfR+4tiHl+NrZ088IbNfQpCgU5o2/hyrLC6iXprF8h0OWU+Hp3G1p1QpjcoazIRKdDIiFBxaaN2fT2Bnj3owbuui03OgEcsicvKzay6eYcJpWa8Xhkjp1yYndI2DK0mM3Bqcm50y1kpKrR9/tuvfhmDZ0OibXLU5k7Mzns/VstajasySQnK/4N6dEf7bz3USN6fQIGg4isRL+hb9/RiLdbZuXiFAz6hEhPuwAECAQDqa/isuGKJVvB0ZLAkOJwUO+0Z38HmRkayis9pKeqKSsysWF1OmuWpqLVipRXuXn13XquX5PBwrkp5GbrWLogORTuGU370CMp/Ob5Smxpau69I3Ln0tHZQ3unxKSySGKk1QZHwitrvOj1IsdOOflmTwdZmdqYo/SL5iSj1SRgNscW6pdXeXj/00Y2b8y5JF1KQa6BR+4piNACvP9pM7UNPn6ytXDYIF1JUuh0yDhdF3eVsqxc0o1wYPR/rEhQqUaanWDWNCuzpllpbffz+79WM3eGlev+BqaogyGKAmuWhYvqt33aSE2DlyfuL4o65aooCn6/EtPgMBqsVjXpqZrLbo0xAJMpkWyblmTr2FvAJqMYGn8fjB9PO/nLa9VsviWXZQsvXVs5GOmpWn7xZFnEz3t7FbzevktymR9qhNnQ3M2hYw6sFnUE2Wrr8PPXN2tZtTiVBXNGjiwSRYEnHyimstY3KtNTn0/mpbdrmVhqCovzcntkDHoBvU4kL0cfeu27D3by9e42Hr67MObalZasYfWyNEoLTaMmkbKs8Lt+jdzS+Sm0tXczscTM9MnmiPN99/529h+185MHixFFuPGaTCYMkxoxeGOu14vMn5Xc/3OF1UvTMBsT+MMLVcyeYWHjtVncfN1Fi4cz5U5kuQ+HS+KjL1ooyjeG6btEUWDr5oK432d9o48kcyIJicH188mteRHtX0VReP39ek6dc5GVoWXTxlwWzo083wcoViDwt61cX2m4csmWKoAgqEAIZ/MNTd18+k0r82ZYePrh4tCUiSAIaLUCO3e1sf9wJ7nZWjIHmQXeuG544fePpx1UVnsoyr14stu7JJS+AKkpGr74tpUzFW5++nBxVHdhQRDYdHNQD+DxyeRl6SnIjb0oqtUC3+7t4MDRBH72WKS7dZdL4vR5F0rf+PirDBBMRVFo75RIS1FjNotYzIkj6uLSU7X88qnSUJXO5ZZ47uUapk82s2H1+JKX7TsaqW3w8dgDxTG1KfnZen71dOQNMxYMBpHCXAM54yBwHwpJUkatCUtUq9BqEmJOF+0+aOf7fW08dHch2XG2dlcsShuzZ9VIkGWFj79oJiNDy+K5QWJgy9Dy6H1Fl+X5HM5enO5eev5GbVFJUjhwtJPli1OixhWNFcd+dCAmBL3+okEQCK5xcaK1rQdBNbrKe58CHo+Mz3dRZ1Tf6OOvb9Swcmk6Kxal8vPHL15LUycmEYCQ0epglFe52f5ZM3felB3y8+p0SLR39sT9uQkCpFqDGrkdO1uxO3r41U8nIssK3+1rY/pkS6jNuXRBCnm5emwZWn79h3ICBFgZw41e6QsG6Ub7aI6ccPDO9gZu35jN9ClmJpSEb1wVReG9TxpJUAn84vES7F3ysNE5bR1+1IlC1FYgBN3jX3qrFqtFzYNbCjhz3sPbHzZywzpbGIFVFGjv6KGs2Mj9/V5mH37eRF62jlnTBlfvFALAVa51eXHlki2EfpIRvhiVFRmwZWi4UOPBoAvqoLqcEvWN3UwqM5EoqkhKUrPl5jxa2/3899+cY/PGnBFbAyqVQH6OniXzL04UvvJuHX5/H3//VCkrl6QxocQYVdg4AEVRsDskUlO0/Hi2iy+/a+GJB4qj3owFQWDNsjTUMQTAx052sf9wJw/eVTCuJpqHjzt458NGHtiUzzVxtKcGMLgdKiQIGA0J6MfBp2soEhJUJIwx7ufFN2sQBBX3DxkWMOpF7r3j0k1hh+LwMTuff9PKfZvyR7XDH0kfZDEnkJ6qDcuZ+78JSVI4c8GN0y2HyJYsK3y5q43cTN0wouWxYc50C4JQGNaeHIyB6yzZGmnRMRb0SAo/nnFy6pyLOTOS45oSjQeF+QYS1SpMBhG/X6alvSe06UlP1fL3T00Y1fH2HOqkraOHU+e6uGaljcI41gWTUeTnT5SGETSDQSQnW0dGSiJ+SeHMeSelhSZMRhFbhjamZ5SigNSj0N7Zw3d7O1i1NI29Bzs4dd7Fs4+WxBVxIwhCyCS1sdnHkRMOzpc7ERIEPv2qlQRBYFn/VLc6UaC00IQoCni8Mk5XL36/HLUaHAgow4iaVNgdEg0NXu7fHLlBOHnWjbOrl+vW2khN1pKZHvuc8ktKRCTSUGjVAtesSkcUIT1Vh9Kn4pOvmikp0IWRLVEU+MlDJQj90pX2Dj/vflhPYb4hjGwpCggq1dUg6suMK5hsBWnWUPGlIAjcf0c+Xu/Fi273wQ72HOjkvjvyKCs2saJ/Kqe1PaKVz7ZPG2m39/DgloKwBWjuTCuzp4f7Yy2ak0yvHAhN7400+n/giJ0d37TywKZ8tJoEdLrhb5YLZifjckm88X4di+amhC2ec2ckk2zRUHQJ7cNoOH3eRae9h4Qxnln7jnTi98sR02bjhRuvCRKRYycdHDjqYMstOTF3kEOhKIG/qYjUYEjAbEoMC+8dLfYcbOfsBTd335oXaqPMmGJlxpTx0cYNoLzSxZ5Ddm7ekDXqCVi9XuTpB4vCNg0er8zho3Y6CwzjTrbMZjUrFsf2Mzt93s2b2+q588acsFiVWDfikWAyiiyel8KREw6cTmncyNaiuSlAkJx+trOV3Yc6efTewjAZQ3mVmyRTYlytwbtvz6OiysOOnS3Yu3riIltwMTx74LNJtqh56K7glPLJs05ef6+emzdkhUhOc6ufQ8fsrFqcGmYEOrHExH98toyKKi8VNR6mTjSyYnEqhfmGYTehQ3HgSCcmo8ikMhOnzrmpqPLy00dL2Loln6J+M89Ou58XXq9Fp0vg6YdLuHlDFm0dPTGryAkJAipV9InC4gIjGRlaXJ7gvaSj04/b0xf6/FKTE5k22UJCAvzTb89z7x155Nh0USuIWrXA4vlWkkaQQMyfncILb9SwY2c7161LJytThxKIPJ5aLVDb4GP3gXZWLkljYpmZCUXh3+vAPSlwdRrxsuKKJVuCSoFAYGgXEYj0O1o0Jxlbuo4Dx+w0NHXz88fLSBShKF/Pfxzii+Pv6QvlD5447aC2oZtrV2X2uyaHXwwLZo8uliPLpmNiiZFkq5qN116sXjQ2+3jno0ZuXG+L0EHYnb2cueDGlqkNWzxNRpEZU5KQZYUz5S7ycvTjchNYPCeZZIuaooLIsn99o4+TZ52sXpoW86Z19LgDt0dm+cK0yyo273L10mHvGVUr6aG7w20uPD6Znd+3Bp38L0GgHAuTy5IQE1QcPeFg7fKMMVlMdDll2jukuE01x4rmNonaeh9ujzwqsuXzybR19kToHC1Jah69rwhTFLPI0aDTIWFNEkdVoUpP1TC5zETGoLD2/Yc7+WpXK1s3F4QNgcSL69bYWDwvJe4A4sZmH9/saWfD6oxhW04DmDopiT4I0026XBKvvVtHXraOh+8ZuSWbYlWTMieZyRPMcQ9B+Hwyv/trFVmZOrYO8hHzSwpatUBpoYEtt+QyocRER6efylov3b4+9h/pZEKJKcJ1XRAEykpM/Pzx0tAA0mjE+pKk8NX3bXT7+3jwrgIe2JyPmKBCFAUmlwWnWE+edfL2hw3kZ2spKjDi9sjMmzX8WhwgKLeQ5chpRWuSyKaNOaSlqEPGsR5fH798qgyjXiTbpueBzfmUV7gx6BM4dbaL196tZ+uWvKjvbfXS+DoC0yeZcXt6effDBjassTE/ijavrcPPOx/W0tYhM392Mv/xpxMiroVAoL+ydTUb8bLiirV+CAQElEAgrj51aoqWuTOtzJ1hYfHcZHokmX/5YwU7drZGPHbLrXnMnmqmosrN6XNujv3YdUn2C4ORYtWwbkVGxM3M36Pg8ch0+yNtDgpyDTz7SDHLFlxsXx476eDHM0EX6aoaLy+9VcuBI/ZxeY0Ty5K4eUN2VD3UybNO9hzqpLVDivKXQdx/Zx6P3V8UIlqKovDVdy38cGJsrtexsGpJOps25nChyjNmItLR2cOhYw7OV45PlE80HD/l5MBRO12u2J/ZcLhubQY/f7Is7piTk2cdHD42+nNh2YJkfvF4yahJ587dbfz51eqo7ti2DO0lbQDKq9z8658ucPCH0Z07GWla7rk9P6zdlZQkkpqsGXPUlVotxE20AJpbuzlf4abDEX5Nb9/RyF9eq444Z3Oz9dyw1ha2iTGb1Wy81sbaGO18RVHY8U0L+46EO7OPZtpUrRaYUmZiQsnFTV5zq59f//48uw50oNWKzJ1pxWQUOXTMwQefNGHL1PLU1mLKhlRYXC6Jk2eC9jbJUVIW4n09m27OQepVeP29OlIskVW91GQNJQVG1q/KxOsNOrd3Ooa/vlQBVWQbox+CILBkfiplxWZeebuG+uZuFs2xRpy7ZSUmcrN1HPjBgV4vkJh4abffogIjbW1+AgEVmelapCi2FR9/3sSFai/Xr8ugrCiGIbcqGF0XiFIZu4rxwxVb2QoZ5g5TOf1+fzv7j9h59N5Cki3qUOvF55OxZWpDDukQnL6prPZQkKfn690dZKRpue/OPDy+0e30h8LtkTly3M6MqRY++ryZ2gYvP3+8LGxBLC4w8h9+OiFmJWjoznjHN62Igorpk63k5ei4YV0mk6NMQY4GiqLgcsuhlpzHJ/P8q9VMLDOFxvVXL01j8gTzsDfkoaRAkhQO/OAgI1UTYcZ3qTh0zM65Cg8TS4xxVQ+GIjNDx/VrM2MKlMcD162zsWR+/BWRoRAEAa06aD3Q0elnzozhd/Bf7+7A4+lj1jTLqCqLgiCMKrduADOmWEhMUJGROj4RUoORYtUwodg4an+30+ecfL27nc235IQ+98llSUwuG3s7s77Rx7sfN3DTNVlxhXHPnm6lMN9EijX8c/H4ZFpau5Gk+KZ1h/u+JRmO/dhFilXN4rkpbN/RSLtdYuvm/Li/e1EUwqbuIEh41GqB7/e2UZirD1UCF89LITdLj9EgkpGmjbjx7z3UyXf7Onj0vsKYGli/pNArKcMSwrJiE8sWpvLVd22cu+Bh+hQzB39wkJWpIz8nKIi/7YZsfvdCBSZ9Anm5enSDWvU+n4woCmGV5AAQrfDj98v4/EFyWFPvpbzKS262jrVD4nC+39/OwaN2sjO1ZNt0PLSlMGal+lyFm/c/buSuW3ND3YiKag/pKeqwa8ygE5g80cykUjMfft5EQoKKnz9ehiwrNDR3k5aioanVT0mBKZQ+cviYHadLYu2K8MGjABA1/PEqxg1XLNkKbVSGOb/EBIHEfjF1l1Pire0NLJgdHPd/6K6CsMceO+ngoy+a2boln3vvzMPbr2NI14/tJjmAmjovO75uRaMRmDXNTFZGcHfd5ZSQepXQzSDa4vjWtno8PpkHt+SHLWwP3JnHQPaEViuyfBymzI6d7GL7583cfVteaHJIGTLmGMzICz/lJEnh1HknRXmGqNoprVbksfsKY04OXgquW2sjI3XsFb2jx+x8+EUzZlMi0yaNr65oANG8i8aCnbtaqan3UVpoHJYUbbklN27bDUVROHLcQXaWPu6pxqHIz9GPewv25BknrZ1+Vi9Ji2qzMhK8Phmnu5fe3vFrvfZIQesHKc5jCoIQQbQAJpaY+fGMk8oab0jLtu9IJz5vb8QNdCRo1QJPPHBRK+fvUfD5ZOLxEPX5ZPYc7mTmlKSIjUCKVc2N6228ta0ee1dPiGxZktQ4unp57uVq1ixLY9WQyb95s6xYLInkZsU+H954r5aW9h5+/lhJWBVv/+FOrEkiE/sJ8Zrl6WRn6phYasTukPh0ZwsTS4zk3x48Hzod/mD7cGYS61ZcnCT3Swq/+UsFaSkaHr7nomxgQG6SIIZfi+9+VM/5Ki+/+slEMtM0XLsqnamTkhBFgd0H2qmo8bHl5mwSBBUJgooNa20xN98ff9FEW6fEorlWRPGi9UxjSzd/fLGSKRPNIS0cBNfGe/rfj8vTi6p/TT/4g523ttfz6D1Fwe838aKE5ZOdzbR3SCyelxpmhSGoICJ37SrGFVcs2SIACMN7KS2Zn8KS+cE+eGu7n6aWbr74TiI1WROh25g+OQm5L0B+to7yai9vb29gy825YQLbsWBSmYmH7i6gIEcXXFz6M83e+KAeR1cvv3iqLCYRkfsUfL4+Dh2zM3WSJXTTHothYSwMxHGIokBhniEU2GvUi2Ej37FQ0+DlzQ8aWLs8PWaO4VirOiNBlhW+3ddBe6cU1Y9pAIqiUFvfjc2mC/usJ5QYWeNLHzFT7v8fcMM6G05nb0yi1djsIy1FOyqPpfZOie2fNzNtkpktt4z/NOZYcfiEg/pGHwtmpWAyjv4GMn92ClMnJvHVrjbaOnqGjMmPDSWFw1efB+O7fe0c+sHOw/cURtyYC3J1LJmfSvYg88sfTnThcveyckl62PH9kkJDo4+CXH3M5x18/M235MZthtvQ1M3Xu9pIEFQUF/Th6+4LaaIAJpeZ+emjpbz2fi3nKzyhGJvUFA3TJ5mj+vqlpmiHrTDvOtDBsZNdzJkRnkXq88l8+V0rGWlaykpMHDvpJCdLx9yZwe9NqxW57848UgZ5tlVU++jp6aPT3hsWg6YWoaGlG7tDCrNdUQJBIjNUstXd00dDYzftnX6K8o1sWHuRuP14xsmR4w7WLU9j6YJUlg6ScgyFLCt8v78DpU/h3tvz+NXTFzdvacmJeH0yFdWemH8/mLiWV7npcsqohMiuRp+sQEChbxChDiiB/rieq5Wty4krlsqqVAqqGOGiELzB7j3UQXmlCwjqODbfnIvTKXGuIlKj4/HJfL+/ne/2dZKXpWPRnGRyx2HHLooCFpPIv79Szbsf14d+Pn+WlUXzrMNWfO65PZ+lC1N498Mmzpx3XfJriYaG5m7e3F5PTb2PB7cUxCRGsqzwyZfNnDgdrp8pyDGw+eYc5s0anxZhY0s3h37ojCviIzVZzc3X2lixOPYiCFBe5eVPr1Zx4EhH+N+nBIOux9NR/eQZJ39+pQp719g0WrEwcCOKhvIqN394sYp9Q95fPMe85/Y81i2PPdn3fwO3X5/Fw/cUjvl7URSFXQc72H2gnVPnxu+6iUV4ZDlYURqASgUJgirq8E5qipaN14ZPfN53R25I56goCt/saeXEKQfHfrTz51erOXshfk1hLKLV0ekP04mVFBl46O4ClsxL5qPPW3j3w4aIOKckk4g2MQH1IG2STiswfYolTMj/3Z42XnuvNmaUzQA0iSqKC43cdG1W6HUqisL7nzSSk63j9huzaG2XeO/jBr7f1x72t2VFF1uyew91kJ4isnheMoeP26ms9oY+f0EQWLUkDZMxgf/zp3Jc/VpJgeiTyL1yMFhQHUV/lWJVowTA7R1ZsysrwZak2ZwY0V7skYKfW7TniDiOrFDX4CPJJFKUp4v4ncfXh1oTHuQuCFwNov4b4IqtbCkBAQKqmG1qr0/hy+/ayMvRUVZsxuWS6Pb38fA9RWQPKXMHw0BrUBTIzQ7uzobqGC4Fr75bx49nXKSlXLypzZ0ZW4ux8/sWANauyGRyqYm778hlYvGlabJcLomPvmxm4ZyUMM1Jjk3HpptzyBshZsLjlTl6woHLbQyzHVCrhZj5aGPBrn3tnDznIj/XMGKVRhAE5s8OVi4lSaGptZu8bF3EDSc7U8fyhalMKI4vk2+0qG3wISYEK46dDonmNj/d/uGDa8cTtnQdc6ZbKI1DSzQUg6sZw6G8ws27Hzey+ZaRPenGiupaL59908It12WPua0JQZPO/YftFOYZuO368buOY+H9TxuprPbyzKMlGPViXAayfr9Mc2sP+bm6sGql36+w96CdjDQNt16fxZpl6eRnj/2zaG33c/RHB/sOd7JySVrIbFQQBMr6w6E3brDR4++L2PiJosBj9wenIAcCwc+Wu3nl3Tpuuc7G4nnBTU5Tq5+G5m5kOdLAt7Xdz+4DHaxams6COSkRbviKElx/k8xqUlO0KIrCXbflYUsPkrldBzpIMiWE1pzgBHEbtoygpnZCiZGEBPifvy/n5g02Zk2zcvsNOXyfouFsuTtEkAOqIPmN6IQoKlQJAqoozDgtVUNGmpbE/mN0OiS+3dPGrGkW0pLD9VdqEbIy9RgMkXY+L71VgygK3BDDOHtgY6ko8Ie/VtLXBzdtsKHXXzy+LCscP+XEmpRIjxQIszEJDoqNIGC+ikvGFUu2AFDFLp2ajCJbt+RjMgbbYkd/7OLjL5u5eUNktlmiKJCRrmXGlCRmTLGGFv2NG7IuadEfwJL5KXh9Emmp8UWX/Hg2uBtfuyIzGPUzDm0Qu7OX8xWeiIggURSiHn/PwQ72HOrkkXsKSbGqsSSpeWJr0bh5DMXC+lWZTJ6YxJ6DHZQUGJgxNb73fvAHO5/ubOaBzQURbtUmo8h1a4dPCBgrFEXhtXfrUKsFfvlUGcsXBUNtRxOlMwC/X+bUOTdlRYZRidVNRpHbboie5zkYR07Y0ahVTJs0hvNJAFEcu6FsPOhySbR29OAdw/SvzyfT1OqnKF+P2axm65Z8zKbEMX0P0dDpkDAZxKii6KwMbbBlNUKLsbXdz7d72lm9LI1jJ518v7+dh+4qCFuP9HqRR+8rRKMOOpBfs2psLfiBFtq3e9o5+qODkkIDhTHa5SNp7mobfPz7S5WsWJzGkvmpXLcmg4mlQZJ++JidkkIDt16fFdUOpqGpmyMnHEwojhwWgOD689SDxaGwBEEQQvpJv1/mky+b0WlVIbJl1Ivcvzm4rqvVAnsO2umTA2Sma8KyW6MR3mh3ivmzkxESBEz6BHbsbKGto4d7bs9FFAWWLUhjYqk5dA9oau7m8DE7+48GyfBg01lBEPjJg0VR0zZys3TkZuki7CkUJRhs/ZfXarAkJXL3bbkkW4PRTetXZGLvkjhf4WLW9GTa2/2890kDk0qDPpERn7UgXC1sXWZcuWRrwPNhmBNscKl7znQL5ypcfP5NK4V5hjDNlskoctctOXy7r4PmVj8uz9gX/WiYPd3CF9+2UlMbOR4fDY/cU8Q3u1v538+V8+i9RePS5jp9zoWYoGJWnORFpVKRmKAKtWnbOvxo1cK43bxiIcWqRqUKjsj39iq0OyQyUrQjGmOWFRtxOFPISh97Ft9YIAgCN16TMcjqAoQx+otdqPby5rZ6Nl5rG5ehh8GQZYXPv25Dr08YE9kqKzLxq6cn4HJJuFzSmCYXR0Julo6nHyoiNXn0BGP3wU6+3dvGI/cEJ+HGU4fX1uHnDy9WMXuaJcwfbwDLFqaxbOHIxymvdHP8dBdTJpiZOtGE0qdgS498r6PR3Q1AURSqan3k2LTsO9LJ/sMOHruvgNXL0pgy0cyUCTFsA+JAghCgpd1PeaWba1dnsqo/Q1FRFHbuakMUL1aYB+CXFM6dd1FcaODph4pjus5D7PZsS3sPBl0C3f3C/4G1Z3C0mFaTQKdXQvYF0A6bqBCcqBoabTlvVnKIBHU5JarqPDz/Rg23XpdFeqo2bLM9ZaKJBXOs7PimhdlTIyvCsa6JWF2St7Y10NLhx6gT0ekSgu75gwZCTpzq4pOvmmnv7GHpghTuvjWP7CxdhA5QEIT+osNVtnU5ccWSLZVKCAoDhymdPvdyFYn9kQdms5prV9k4+qOdJHPkx9bU1sN3e9tpaetm6+ZC/sPTpjG5TUeDVivi7+nj8LFO7tw4suO5yShiNIgkDBkAcHvkMRMvg0EkLVVDYpSd+cCo8WBX5MHDBQMRFKnJah6PEUExnki2qPnJQyUofQp/fLGKnGz9iGQrI03LTdeE3wi7nBJ/fqWaebOtEZNT44npky+Slze31dPc6ueZR0tHPYFZWmzi7ttzKS0cv/y9AYiiwNYteZdsNPv8GzUAcQ1PjAYen8xzL1WTmx00kBwtpk9OApSo1/alwmwUmVxmorhg7ASusdnHth2NzJluZcpE06jNPkdCRY2Xv75Rw9rlGSSZErFYElEnBu08Rjug0tzq581t9axZlorZqCYjTcO1qzMj0ioEQeCBzQVRIzwvVLh59b06br0+i0Vzk5FlUI+Cn0uSwqvv1JGoVrFhbRYOpxSx0Xv/00aMxgRmTE7jy+/bhj9gIAABFeIwhdmZU01U1rqprfPS5eqN+NwEQeDsBQ8JQgLXrhk+Uise2J09nD7v5r/+clLUc2H6ZAuVNV6+3duOmCDErM4rSjD3MXC1i3hZcQUL5IN9+OHIfFG+MWxqpjDfgCgK/PtL1RFGpWVFwViRqmovTa3d9Mrww0lHhGh0rJg60YxGK0Y136us8dDY0h32szXLM3j2sdJQ2+7YSQe//sP5qOL+eLBycRpPbi2O2gb88ayT516q4tTZ6GJitQgL51iYO9MS8/hBG4HOiPcxVqRY1aSlann43kLuuCG4sB0+ZufTr5rjEs8PIDFRGDHMdzTHGwkZ6RqyMrVRA28hqJ174Y2aiEEDCI7yz55mvaRKpr1L4v1PGmhu9Uf8LtumH1PVZDBmTbNcFl8yrVpg9nQLM6aMTVdny9ASQMVzL1bT1hH53i/ptWlFNm3MZerEIOFvbPbxz789x8mz8ZutenwyrR0Sji5pXPIahyInU8fqZelMm2Rm3qxkntpazO6DnXz6VXPY4+IxAA4K/vs4e97Nv79cRXmlh00bc6O6tNsyok/AlhYZ2HRzDtMmmvlgRxP/9qcLVFS7RzQfHYBaLbBhbQa3bshi35FOfvdCZYQAv71doq29h9kzrPzDMxPISFPzxvt1bN/RGHnAYSQnA/jq+w5OnHJxw7rMkJ5tKPRagbRkNSbDpZP6yWVm/N1yzOGn2kYvZ8pdlBWZRh7WClxVbF1uXLFkK9hGHP4M23htFtcPEiXKssIPPzrosPdE3AwFQWD10jSuWZ1BXraOYycdvPF+PZXV4+MuvuXWPP7zLyaRnakNWzT8ksJr79XxwSdNw/690ZiI1Kvg7x6f1uZg5OcYgoaFgy7oH884KO8ndoIgsHZF5rCi/g67xAc7mvl+b3vMx4wF2ZkXBcQnzjg5dtI54tTTACxJan72eOmwYuUjJ+z802/Lx40krl+RyT23xzaV9HYrNDT5aGvvGZfnG4rm1m4OH3dQ1+iN+Ri/X2b7Z41U1sQeRY+FVUvSWb300qqEiqKwfUcjX++6mOAgigLXr7NFtWkY0LaMBFuahiybDt04VaQhuGa4PeHX3Gi4+de7Wtl3pJPifCOP3lPIxg1jF+zLssLJs86I1wNBrdf6FRlhxOdCtYcLVRe/4yBJLOfQD50Rfz8Yudl6/uGZMtatymTZ4lTyci+uC5Kk8Np7tew+EHmd27suxkpptSLzZyVjNquxmhNJMou8+l4db2+vj/i7WJg7I5nUFA0Wk0iXU6KmIfycfvS+Qory9WHkqq3DT2dXZBJHIBBAgWETRzJS1aQkR48q8/hkJEmmvMpLfVM3/ihu76NFSaEJUVRxrir6dZhr0zFvppUOew8ffR57kymoVAQCKq7SrcuLK7aNqCD0V7Vi71a+29dOl1PipmtsCIKArIDZpGZiiTaiRagoCu9+1IDbIzN/TgozpySh14kUxxnmOhJEUcBsFPkvvz5LVoaGnz4abMNo1QI3XWMLCfljIVFUIQgqGlr9zJw2Li8phJQhWY2yrPDh5y0Y9An8PIbdwGC4PTKf7mxmwWwrS+ZF5nuNFzbfkoskKXG1dyuqPby9vYE7NmbH3KUCJCaoUCcK9Ep9tHX4L5sn2ABsGVp+8WQZ+kGxMYqi0NjsJyNNO6b8xMGYVGri6YeKh61gdTokjpzoQhBUl22ycDgoCpRXerBYElkTx+M/+ryZc5VuntpaMmzVb8ZUa9wDFfHii29bOfqjg8fvLwqdG7nZen7+eNmI35UsKxz8wYHZlMjiuSmsWHxpOryaeh+vvlvHmmVBTztFUZBkwtrVre1+9h7qYOWSdB4dZOoJwSqv0ZiATjfyOSaKQVPWG/pbV50Oie/3tTF7moW6hm7EIQaatQ0+/vp6DSuWpLB6aUaYrm/N8gzWLM9g76EOzCOsc4NRXevlhTdrmFRqYtHcFDKHDBiJosDO3R34/TI3rLchigJPbi2J2tZU+iAQY0C4td3Ppztb6JMVsjJ0Yd9rl1PC6ZJ46e06VixKZd5MC2p1Qkx91sDGYLg1SpIUXnq7hoxUDRNLzBh1Cew73MHsaZawvzt7wc2xU04Wz7OSl2UI3sNkheZWP9k27SD7DK7mIv4NcMVWtgSVgip23BUAF6rcnKtwh4zsJL9MXpaOZQsjKzTlVV6q67zkZOtQiwJ+SWHuTOu46bYg6CHV1NyN1xe86ts6/Ph8MrOmWYeNAGlt9/PBp40sX5DC6ktcsEfC9h2N/PvLVWy+OYdNG0eecANoaeumps6HTpMwpticeGHUiyRb1FF39kOhUgWn54RYRmz9mDHVyi+fKuPIj1384a9VdHSObwsqGoz68GDliiovf3yxkv1Hhq84SFKwsuEbZnBjQAs0nDYr26bniQeKWL9qeMdyt0emvjG+oY7RQBQF7t+ST5ezl8++bhnx8VarmhSrmsQxXIp+v8yR/nD0sSDHpiUv2xCmF6pt8PE/f3d+xAzKAeuE++7Ijfr7E6ccvLWtPu4qSU62no3X2JgzPdjO/OiLZv7Pc+Vh76223suhYw4am7vR68Ww152equXZR0vDBiQam30cPWEfsZXe1NzNoWMOOh29PPtoCbffGKzQ+XwyH33RhMfTS3GhgRybjjPlLn793AVOnnGGHWPJ/FSKCwwh76uRkGJNZHKpidY2P3WN3Xh8ckQFOjtTS45Nx4tv1bD7QBtqtRD13O/rU1ACkQL56lovf3ypklNnu5g6ycxPHi4JTU2eOufkf/6hnP1HHdjStaSnaXjwrqKQ63s0fPZNC//t387R2h6+jlTXevlkZzN+SUFRglm4kqzwiyfKyMvRsW1HMzUNF9/b/iOddNj9rF+ZwdoVmaGos+OnHfzLH89z7OTFz3bAtkI1wlp3FZeGK7ayBQIqlWpYgfy9t+fRKxPaqRw+7uCbvW1kpGvJzQ4nN1npGtatSGfaJAs7d7Wy/6idx+8rHFcRa36Ogb97agL5OTq6nBLPvVhFcaEh5sU7cHPV6RLw+RRSkjXjPg0oSQp1g1yqA0GPP/JzDHFVWVrb/bzxQT3TpySxetnlN8c8V+Hmzffrufm66C2nARQXGPnV0xPw+2X8kjKiWH1ymQlRUGE0XdqUnSwHd7aj+Z5smToWzEmmpGj4KtP5SjevvFPLjesvfVoxHkuTT79q5ky5i2ceLo5Koptb/aRY1WOqxpn0QRsFYbgBMoLn56I5KSP6VsXChWovb22vZ+mCFHokhbXLM6JaEMRCtGqZThu0ZRjsqXSm3EVGmjbi2MM9V1Wtj/OVbrqcqXy2vZHMNA0b1sQmwFq1wJJBLuZWi5q0lIsk1N4l0dbh557b8ygrMozoJi9JCv/0m3P4uhV+/f+dPuxrnTLRxFNbg1OFg8lMW2cP+w53Ikl9qBMFDIZg5SrZkojDGdkqf/2DOto7JH7+ZOzkDJ9PprnNT2Genrtuy+PIcTut7T189EUTbR0Sf/dEGaIocOyUg00bc0gQ4F+eu8CRYw5ysw0U5BrodEgEFCV03vbKgTDX9QE4uvycOuti2mQzC2Ynh6pH7R1+fv9CBUoAppSZRxzQGcCBI52cu+DB4+klI00bNCL1yhw+bufjL5rRiCrWrczkmUeCFThBEJg/K5X0VB0lgwYwvtvTxvkqD//jH6eG6Wy7uwO0dUi0dHQDF89LhfHVnl5FJK7YypYSgACBqOGiA9BqRaReJSQqv1DlxWxSM2NK5IVjNqsxmRJ544M6ksyJTJ9sxjrC1OBo8Pr7tbzwRg0Tig14fTJGg8icGVamTYotCK6qC94omlr8/MMzZVEFqpeK46e7+POr1Zw+H/yMbrk+m6cfLgndQLucErv2t0cMFAzAYBApzDNQUmC45Ek3CJKVyhpPTCFvkimRbJuWZOvIFg+KEpxmfPGN6hEfO7ksiZuvy77kDMftnzfxr3+uiHv3DsHp0zXLokcdDUZxvoGbrsli6jjlOFbXeoet5M2ensSyBSlRp2era7384a8V7Do4No2eXi/y7KOlXLNy+Ora869V86dXqqL+zi8p1Db4hr3JlBabuOu2XKyWRE6cdtLSNrw2T1EU2jr8wx4zPVXL0w8Xh4KtW9v9vPZeHV9910pjs48X3qiOSwN4/TobTz9cgsWqodPeg2NI6kB9o4/Pv2nB75dxe+SIa2LFojQeuacoVH2vrvXy/QE7PT19/OXVGv7aPzka870C2TYds6cnkWJVI0kK//bnC+zY2RzxWEEQyM3W4/PJYZW4hqbg+0xKSuTHs04am3ykJWtQFPhqV3uo6iZJMr9/oQKPV2bKRDPqGHsRRVH4L//rDP/pn09T1xg89tyZyVy/zsakMjNdXRJVtW7qm3y8/0kTP552kpmh597b80hUq/jLK1VU1Xh46c0ann+9ho8+b2TX/jZ6+1uIkt+PyyXx8ReNNLZ0owRUBAIKrW091Df5Ka9y80+/Oc83e9vp7QuwfkU6Uyaa6HJKHDpmx+uTw6pWfr/Mcy9V8ps/X+C7fe3MnJaMXpfA2cqgDuvbPW38658rKMrXkWXT0dTazc5drcjKRbd/k1FkWn8eIwSHaJrbu3G6eqgYohlOtqrRagTa23uoqfciy8GKnaKAcjWI+rLiCq5s0V/ZikSXU0KrE9GqBb74poVT5108+2gJt96QhdfbF7p51Df6+PjLZq5fZyM/R09aspqsDC3TJppZMj96BExljYe9hzq56RrbiBYOka8X9h7u5Ovd7Ty4pYAb1g9vtFmUZ2DLrbmU5MdHZHYfaOfHMy5uvMaGViPEpT8qLjCyemka+TnRKx1nyl189EUz1iR11N2dUS9y352jH9WPhVNnXbyxrZ5NG3OYM8NKRbWH9JSLbs22DC2P3hef/YQgBPMeNZoRyifjiKxMHV5fXxhZFROFEc1gP/y8kQvVXn76SEnMoFu9XmTZwuGjieKF2yPz0tu15GZpefie6J9nWbGZsiGu+x6fTFNTNxnpGmZMTaJkHDRfre1Bx/1o3lgZGdqYxGf/4Q6+/LaVrXcVxNTlDUx4KopCWZGZjLThr9nT59y8ub2eO2/MichF/XZvGyaDGDEokpYSjI3KztJjd0hU1/nockoxq4fnyp1UNXSzfnl66LveuqUAa1L4OXLsVBcHjtrJzdaxfUczZSUG7rgxmH8oD6rYD2DGlCSSzIkU5Oo5fsrJoeMOdLo6CnL0LJiTHLGGaNUCv3p6AooCJ047UakUdh/soKHJx/qVGWGPP1fh5MixLiprvBTkG7j/zvxg5UwFtnQN3T6Ze27PZWKJiT2H7NTW+1izLBWTUeTwMTvnK518+lUzRmMCj9xbhCAIHDjagcGQyLSJF9cVj0fi1Hkncp/CgaN2AoEAn33TgjpBRU+vQnm1l2/3dfDE/cXo9QJf7mohySTy17dq8fgkLlR7Ed+uxdct0dDq5/jpLpyuXnr7NfPvf9zI6fM+Wtp7mD/bSXtnNyqVCkUJcOa8i6o6L1V1Hq5Zk06qVc1n3zRz8Jid3Ewd9c1+KqYmsedwJ4tmW0lK0jCp1IjD2UtTSzfdPQrzZ1nwdss0NQfb77lZOgqyNRw+3sXaZWl8+X0r23Y0k56qYfrk4Pk1UIUzm4JV4opqD11OmV45wLZPm0kyJdInw+wZVorz9dxyfTYqVYDf/KmCdSszmDXdgiIH6BvaI72KccUVS7YElQKBQIQY0u2R+d0LlRTnG7jrtjxWLE6luNBAanJwUTMbLy7c3u4+Wtt7aGvvpqrGw4yplrAommhoaPZTUe3B0dWLJUnNux/X0ysFhg1CBrj7tiAhaWz24XQFS8xcuEBg2jQaFl9Hx29eiGiLqdXR3d1jwdvdh8vdy9vb65F6A/zqJ2UjkrQUq5prV8euLsyeZsFkTGTCkLigT79qxueXuePG6HqUsSIvV8/KxakU5BlobOnmr2/WMGe6JS6H9Gi4JUZcy5fft9DW3sPmm3PHpSI3gMVzU1g896I/2R9frCI1WT0iQZw93UJ6igZzHLYPA5qPSzEWNegFrl2dQXqqBrdHpq9PiWvzsHtfO98f6OCxe4vG7bt/96NGOh09/OonZREayeHidjLStGg1AgkjWHtAkHgPZ6wJwXPi5GkXE4uN2DLDHytJCvsO2bFYEqNO5fb1gdfby7RJSeRnX5ygjeaNd+y0k3PlHhbMSibFqubkWSfvftTA5ltyw+KT1i5LZ9rEJGw2Hfm5XeTY9EH/qfdrcTh6+cnDJWjVwbbXl7vayM7QhNavLbfk0u3vo7bBy6mzTvJy9GFGzhCsoHzyVQt5OXo+/KKZudOTeOiuAr7Z3cpvn6/g2UdLQtWXymof5ZVu8vMMlPW3u7/Z287HXzQzZ7qFvYcd9PWp+OSrFixGkbIyU8jb7uAPDi5UuUgyi+Ta9Pg8Ep993cQLr9eSZBJ5/bkFCEIw+PnjL1volRWmTzRx4nQXTS0ePv+mA41aRVqKhhybhu/3tlGSb6SpuZvKGi8/njpDb19Qv6tRQ1mJkTfeq8PpiSTpH3x2MT/0QrWLmrpgq7OtvZfq2vOoE1UgBPhfvz1Pd08vzn5Xht7ZCresz+J8hYuz59ycPe+mrETP3kNq7HaJlGQ1S+Ymo9Mm0ONX+OSLJo4ct/PkA8UsmJPCP/7TGSoLPGgSBfRagZxBkXF/fqWKugYPao3IMw8X0+XupSBXz4wpSZgMiXzwaSPHTzm5fl0md9+Wz03XZNHR6efr79v56MsmCvI0yHIfvdH6pFcxbrhiyZYSCOqLhlZONWqBiaVGCnKCu+Rsmz6ku/r82xaOHOvi8fsLSE3RMrHExK9+UkZljZd3PmpCqxWYMz2ZY6cclBRGj5dYtiCZaZPMoR2po6uX3t74T/K0FC0TS81Bc9GnnqJv9ly6nL2cPu+KqkHy+WReeaeOiWUmVo4gjr92VSZrl6Vz/FQXHl/fJZGIz75u4Xylm0fvKQzFZwxGY0s3Hq8cqjqcveAmO1M36mrfUCRb1CHzPklSWLcifVTVE0lS+PSrZgry9MNqutrae2hq9iMrwYsoHl3XaKEWg9WG4T6TgYyzyWVJobbUSPhuXzvf7+vk4bsLIm6g8UIQBBb1k8I/vlhJl6uXv39qZHI+c5oVnT4Bmy225ssvKdTUeSnIM8T1ma5dkYrb3RfXMMrJM05OnnVy84Ys+voCdPcodNh7xjRVWVPvJT3log6yu1uhLxDg1htzIiqRarXAI/cWRA0T9voUtn3WREIC/JdfTgkRrYpqD6++W8f1azPCHNZvvCaL5Yt60WiCgzgWcyK5WTqSzOGTenq9SGF+8HUM6Do/+qKJg4ftTJ1sBkXB3iWTKAoc/sFOW46BGVOsfPl9C+cvuFk0N4WCPD0d9l6ybZFE0+7s5WyFm9RUNbk2LafOuvjpYyV89V0rP5zs6p96C55f61ZkkJaiZt8RO/WNPox6kZwMLR6vzIUqN/dvyiPJlEhlrZcvvmslUZ3ADWvSOHHGxR0bs6msNnPoWBd33GDjN89XcuyUA502gZICI6Io8Na2Ot75qBFBFSA9Wcs/PDMJr0/hDy9dwNetBI2ejYloNSoqq738/q8VmM1q0lLVNLdIBBRISACNJoG3ttWRGMcyNEC0IDjT7vODzz9wQwm3j6it9fLp122cq3Ch14PTDecv+MjK6MXh7KWu2cfp8x7u3JjDjddkcPiYg/IqH//4T6cpzDeQY9NQVGDki29ag9PenzWyaWMuer2IJPdR3+RD7oP6xm7yc/S4vH2sXJzG6mUZwbDt2m52H+jg9HkPf/+TMrIzdSSqg2bcfb0KsgK9vVcrW5cTVyzZEgj2qofuadVqIWLHLcsKL75VS7evl4x0NRrNxY/N4wsShq1b8ijKM1DXGNQCrF6aFrXiIwhCiGi1dfh5YFPeqEwKT5138uYH9TyuOUSm2oh96kxKHfWU3hB9B9+nQJdbwukKv/h9Ppk+hYhdsygKw/phxQtFCdDe2c2ZcidzZ0baOTywqQCF4OdR3xgcSV84O3lcA7zVamHUzu++bpmT55x0+/uGJVubb85FVoKtlNPnnbz3USNbbssd1iZitBAEIcznbSh++NHOx1+0cM8deaMiC1mZWgrzDOMS4wQwY4oFt7c3LnJuy9COWCH6Zlcrn37dwoObC+IKKZ9YEr8GrbbBx4UqD26vzJQJF0Xbo0V9o48/v1rNwjnJoeSBjddm0dTio7bey5QJka8pVlveZBSZVGrk1Dk3rW3+UNag2SSSlqrG7ugNZRVCsPUuigL/9qdy0lK0PHRXAVu3FAw7ZTqAkkIDa1akc+M6GwePdfH1rlYevKuAB+8q4ORZJ43NPryePiqqvFTV+njs/qKIrNAup0SXq5eCXAM/fbg4KPbXJXKuwo1RL1KQayAQAJNJ5MDRTlKTNZw+7+LgUTsEAjQ0dePx9fHglgL+2z9MRVEUdDqRDnsPP3+8hH+W+jhxuotPd7ZSV+/nkYxC8nMMvPZuAzu+aUGnDQrpn9xaxKK5wQ1kUZ6Owlwdp8udpCUnoDckYkkSyM7UoVE7kSQZUQhgNmpYPC+Zcxfc+HtkZk+1Upjby/FTXSyYbeXUeTcdnX0kWxMQgITE4MDP3OkmLGY1n393ceJXpQK9FrxxWOx1ufqwZSTicKqZNiGFDz5rRUWwIiYrkJ6mJsemg0CAQz900eWSKcrT0iNBU2s3cm9wutJsSiQ9VcOFai91Td00t3ajVQskiEGz1FPnnTQ1+2ht9bPrYAerl2WQnqrlt/9tGv+ffz5NRZUHR5dEiiURl6cPQVCRICYgywF6x8mA+yqi44olW6iC04hDRVuSpPDux/Vk2/ShSpCigMfbiy1dx+ZbLhIxWVb44KMGapt8PPtYsIVRkBsUW8bSMPn9MjUN3fh7ZN75sJFbr7NFJSOxUFpo4saFBgqe+p+8/7NXSd32CunJKjQxdvUmo8jfPVEW1i61d0m89EYNcl+Anz9ROq5tsAFcv87GmXI3n33dyuzp1ghCOVgvYsvQcst1WRGam4pqD1/vbuOW/pyxy4nnX69Gkyhw7535PPVgCYYRvIREUUBkIF9NINmqwaD722m7IOj5lpKsQa+L7zLuckq893EDC2anjCnSJhaWzE9h76FOvtvXPmL1NB4cPdEFASgtHL98QoDv97djNCbw9CBd22gre5982Yxen8Diucksm5/C5InhpOrr3e2cveDm549pRmVjcsfGXJYv8oeFOqenapkx2cKHnzeRnaULqxCrRSgtNJKSHBz0+HZPG/sO23n43sIwrdfeQ530yn1Mm2QhxaoOq4Dm2LQUFxoxmxLxemX2HOyktzfAxg02li5IoaLGQ8GQiJ2Pv2hi7+EONIkiP3u8JPQeB8dzrV6aTrvd3//4ZnQagTmzrORm67j7tlzc3j5M+uC1MkB0X36rmr1HHPz80RI2XpvF+UoPJr3IfZvyKMjV097px+nppa6hm//f30+hudWPySDS0OijKF9PVZ2fzH6Pq/aOHhqauvni+xYqqr3cfkMOB452IvUFKMo3sPmWHCpqvLS1d2NN0vD17lZqGrpRUDF1QhKVNT565T6sVhVrl6dz7aoM9h1xUFqkx+vvw+mUOFfpY+oEE2kpWr7d045KgMllBo6dChqnFuYlIssJBAIKbo+ERp2ITpdIRqoOqRcmlxm5YW0m3+/vwOPpQ5UAv3hyAoFAgAM/2BHcvcyclsLcmVbe3V6P2SzSaZcwGkQ2brCRl20gUVTxyvdtpKWoKSsw4++VaWmTsJgSue/OXPJzjVTXevnL69UsX5hKQa4RnTaB9z+uQxATmDnVQoIAJqMaBMKi3a5i/HHFkq1AAAQCEXlQsqxQ19CNqr/m1dru5/AJBw9uKYioBBz6wc75Gi8rFqWSYhWRZQVRFIYd8/3hZBfbdjRz0/pMpk4wY8scebF3e2R02qD/S5dTwvS//ivO2+9j9eaZqMo/RNMZPa5hAEPJ1Itv1FDX5GPd8ozLQrQGkJej49RZFy63HNYK63RI+P1yqMUgigILZkcSTrujh6ZWP26PTPr46Lrx+WS0WiGC/A1OvB/NaP+fXqkmIUHF0w8Xj88LjIJz5U6++K6dOzfmhFVhSgqN/OSh+Cta3u4+Glv8/TfC8ZlIHMChY3Z6pD6WL0yJu1Lr8clUVnuZVGoKI9+bNuagEDuYNxZkWeHHs04Kcg1RhwQOHrWTIKhYuXhsFiOyrHDmvAujUWT10nQ2RMmaW70snSkTzSTHOIcGhmpuXG8LI3pGvYgxSnVy2iQzCQmRxFMQBG67ISeowXq3FhUBCvINEaafB450Ul3n5dvdHTx6X0GYFU1xgTFUEbWYRR7YnI8tXYcgCKSlakmLssGpqvei0QisXpqO2XRxPXS5JF5+p47Z0639pCt4fk0qM7FrXwczp1l44oHgNWKOUvzNyzWw+2AnTW0+Zk9LZtGcFKZNtoQqhLYMPb/+z1M5V+HG4wmuHZ9/08J3+9p55J5CjMYETEaR0gIDpy+4SU9OoKnJj1oUuOeOfDbdEmy5DbSly4pMoSp0XWM3aalali9KIztTx1vbqnhrexNL5qfx9MOl1NR7qajxYMvUoNMkkpiSwK825DJnhgWAmkYfpYVG/uHpidz9xB5qG/ooyNXzX/5uOq3tfv7lj+cJBOC267L5w0tVOD0yyxemM2eGld0H7fT29bL1zgKyM3VIksLaZRlkZmiYNT2ZXknBcJfIh581UNPo49qVGcydnkxlrZcJxSYe3FJARpqWTkcPx092UVZs5OW3anB6+9h8cw652cFp0SkTzKxcnIrPr/D0fzhGYqKK//SzyQA0NHpJTBAu2RD5KobHFUy2lH6iFV7a0utFfvZYSYiElFd6+OrbFnp7+ti4ITw8ND/PwJJ5KaxcnMZLb9fT09PHEw8UDXuzmVhq5ro1CrNmWFkWh/dPR6efP75UxexpVm5Yb0M5dozs03tp+bd/YXKKFqwa6K9sD5gkjmTxMH+2lbmzrKPyHvL7ZfYcsjNlgjnutktGmpbWNj8JQ9yi395eT6dd4pdPlQ6rs5k/O1g5GGkSL160tvv58yvVLJprZe2K8Bbv1s352Lvit1sYgNkkknAZsuoGw9M/uNAjxbCwjoFjJx1YLepQxTA7UxfhPj8ekCSFJfOSyc3SjaolfuzHLj78vIn7N+WHVW3K4kgdiIb6xm7e2tbAysWpUUN3Hx7iiB4LR07Y6ZMDLJgTvgEQRYEnthaTMMxbzM7UhSpLbo/MW9vrmD3NGmqHur0yre09uL3xGZFaktQsnpeKxydz+ryTCcWmsA2SLCs0NHVTmGfgnlsiBw4e2FJARbWLymofuw500NEp8ch9RRFaOEEQ4mqBP3ZPISfPONl/1MGkUmOo4iwr4PEGbR18PplT511MKjWzYY2NcxdcHDpmZ+3y9JjX+7IFqdgydBTk6NBqxaiB9c2tPbz4Zi1dXRK33pDLtMlJCAkqsjO1NDT7ae9wotEIiAkq3F6FZx8tRacVRmyXD/Ym8/hk9h5yoteJLJobXEcLcg08+2gpbe3d/PmMk8I8HdcMMvT9t/86E416wIYhEejDYlQjikGD4Mx0LdW1XqRehUmlJszGRDLTNfz7yzXMnm7h6I9d2Lt6qaj2kJetDRvK+csrVSQIKkoLTPi7FTbdksufXq3i3AU3zzxSEiKjJmOwfdvY0o3RnEhhgRFft8xv/1zJgtnJIWIvKzIJogqdNiFUHAgQCN9tXsVlwRVLtlAJqFBF9dkavCDMm53M7gNt7D3UyfLF6WFVj+xMHbffGJxySxRVHD/p5uQZ57CRH8kWNavizIY7U+7km73tZKRqQgLV/IrDBNzNpK/rz9zxeAj09cHpM3z70Jsoyshka9nCkUnWYI0IBKcod+5qpa8vMCzZOlPu5NRZFzddY2Pl4rSobaUl85PxeOMTNA9HtHw+meOnu5g6wRxXFUSnEbBlaEhLifTY2nfEzpfftfLApvxh3fiHYmBKdLxQWeNhz6FOblxvC1Vn5s5IZvoky6h2nm6PzPYdzWTbwq0uxou4Dsb5CjfvftzELdfZ4qrUDmDGZDOiCOrE6FN3o0Vuto7Nt+REtYCA4LVXWePB7pCG/Y6/39uB1KtEkC2I1DgOh54emZa2HuyOi0LqyWVm/sMzkVOTI+HwD3Z2fNPKQ3cVhDRUew8Fd1mDN4dDkWJVk2JNZcFsogcsD0Jjs4+WNj+zpllikmatVqRPAac7fLBHlhVUQgCzKZEL1V7e3t7AbTdksXheKk9sLaG7O/r1rigKihIksh2dPXR3yzG1kinJGixmNVK/kHuA2La2+9m9vw21RmDjtdl88U0zf32rjp8+UhLT402vT4gaSSUKwWpiRbWP7/d1MqnMRHNrD5NKTSSoNGSma8hI07Hz+xZkJThUNPic0GoTAT/iILsYp7sPrU6kosZLWoqa1UszqKj2kJKsYfH8VK5fa2P754387vkKTEaRxQtSua5f72vL1CIKKm5Yb+PGDVkEFOi0S2Rm6CgcdJ7buyR6exUSRRWFuQbWLMvgtXdrkHoDzJx6kUS/9k4tvb0BFi1NCTtnoklqrmJ8ceWSLYLi+KFtxKFQi+DxKSSqE4ZtL00qNXH0hIOOOFPpY0FRFE6fd5Nt09He2Utnp8TDdw8q/z/6KKrNm0OP7/7v/5OaXWeo+uWveWB9/rhsUKprvbz2Xh0bN2QyfXJw4SvK1/PgXQXkDNKD+CUFUQhvU1ZUezl93s2KxWkxbygj2WPEi8oaLx98GgzgXjwvss9YWePB4+0NPZ/ZrI7pCZWfo2fKBFPI4mO0GJgKvFQ0NPuprPbgcveSbAkaRX63t43iQuOoRPAmo8jdt+ViMsWfJTdWFBYYuH5dBhNLIw12hyNRZrOa4gIjv32+kmmTzGzaeGlWEKI4stXJux830icH+MefTYz5mHvvzIu4jvx+mY+/aqasyBj3+ZuaouWXT5ZGkOSh58mOnS102nvYcmtsG5HpUyyIokDBIC3ovsMd+P1KSCs1EkYaPvnq+/agTitXj8vdhy1DE/Zaa+q9fPhZMzdfl8WvfjIh4n0J/aKfCaUm7r09j5Li4Pk6XNrABzuaqKnz8ei9BXy/r4MkcyKzplkjpntPnXNSUe3hZ4+XkpkWvlkKEj/YsCboOzZjqgWTUY1RL3LilIO9h+1sviWXZIsav1/mlXdrSbFq+MlDxfglhTPnnZQWmjAZRbRakUfvK+bIcTuOLokffuziq13t3HyNDYNe5O+eKkOvE3lrWz2djh7KL7i55foscrODxCcxIXhDGfw9PvVgMYGAwtsfNnLqrIuAEmDN8syQBMDeJXHkuIPe3j7SU41h2s/bB1nWtDb4MBpEnnmkBJ02PErpzW312B0S16/LZPeBTkzGBO66LQ+5Lxii/es/lHPLdVmIiQJzpydx/fqLXZqEBIE+JUDganXrsuLKbdIGFAKBYD7icNh7qJP2dj+L5lqGfdyPZ5yYTInMn3VpQcqNzX5ef7+O7/a2sWxBMr98siw88kevh8xMWhMsfFcloDIa0Zj1ZEzOIT1VO2yAcCxIksKJ086QW7NarcJkEtHrLt6oB9oMAxe4JCn8/vkKXnuvPuxY164KRkmM5XUM4MhxO8+9VDWii3ppiYn778xn5hRL1N9/9nUr23c0x5Udl5+jZ8steWOynqio9vA/f1fOidOOUf/tUCxbkMyzj5WGqjNdLoldBzs5emL0xy4rMcXd8m1s9vH7FyqpqfeO+nmMepGVi9MjdFLnKtz8+g/nOXHaGeMvg9WmlUtSWTA7/glYv18eU8sX4I4bs9l0c6TnWnmVmzPlQe1jtOvI45U5c85NVc3osh61WnHE1mqno4fWjh6GS0tJsaqZN9NCS3tPyC5l2kQz3u6+MX1n0XDd2gzuujWXLpfMn1+tYtfB8KxNX3cfXS6JHv9F092BOKv0VC2L5yVzvtKNAMycZomrimoyiiSZRdQakYfvKWDLrbm0dfj5l9+X882e1tDjzl5wceyUkyRzInq9iMcXdMQ/esLBmfMunn2shDkzgufQ5LIkblhvQ60W6HL30WmX6Om5+OEqioLZGHz9FyrdvPF+PcdOhl9fc2cmM29WMl1OiVWLg8MC73zcgK+7D4tZzYN3F7JhTSYVtV5+/9cqGvtNSPv6gmvN4G+8u7uPl96sZ/a0JHKzddidFyfDFUXh9fdr6XT0smppOs88UhJV3lFZ6+a3z1fywaeNpKdqMRlF3vukIVStXDw3meWL0igrNGAxizQ0+ci26Tl20sHu/e34e/pQ+gI8uCWf3BwDv/7DeVo7/P2vAQhE6pevYnxxxVa2VCrh4kTiMOh0SDg9vZiHybyrbQg6Cq9Zln5JrZAup8Sb2+spzjewZH4qgiCg10dfqH844eDbfe3kPvYriv/JSHye6NFRVResZF27OoM1y9LJtul59tHSYf+mrbMbQQhgywzfZarVAinqS/PK6nJK2B0S0hD/MVlWaG33Y8sIJtZr1dGHEb7b106XU2Ljhkx6egLjGgYeDd/ubaetw4/RcOlVpMHWIBAkI/fdkYctY+QswtGisaUbAgGybXq83j7a7T1447APiBdJpkRybDosSbE/F1EUWBtH1NBgvPNRI7UNPn72eOmo26KxqoMffd5Mt7+Pic8ao5Kj1BQtP3m4BINh5OeTZYVX3q0jI1UzrHXHALbckouiRDq6D8Wug518t7edh+4qoLjASFGBgcZWf79OaHT49KtmBEEVplf6f9t77/A2zitv+57BEEQlwN57EdV7782Sq+Qq27HlFpfYcZy6yW42b/Jm391N1rubXh07duIiV9lyk+UiWZYlq/dGsXeQBIkOEBgOvj9AQqQIUlRz/FlzXxcugsAAeIBnynlO+Z20FB1pKTp8PpkFs1IYWzYwhysSAi2PjrOvnZXRIPHgXUU0Ngeob/QTlJWzfpcTlU527Yuooi+dl4Ykieh6DVyHM0hSYhzWfufca5dnsnB2KsmJWuxdQX7/VBWTx1txuILU1PmGbFe1cHYKHR0BNm5u5Z5bC5AVMBrioufz0kIjt67OpaxoYOj5+VfraevopsUW4Obrcpg2KYncbBfPv9bAnGnJrFySTkqSjpuvzWL3fkd0nxF7E/r6KvsCARlbux9Jgg8+bqek0BgV2m1o8vHRp21UVfuYMMbC9UN4Hts6Aqx7rYFgd8+AFJGmVj9xvZ/bF3r95LN23D4ZwgKyrFBZ48Vo0PDDb46KjtHtCVFT72XvgS6uWpaJIIBGEqOeSZVLw2VrbCGAEg6jnCXnOD5eg8WsjZnnA5GDadPmVlzuEBlpFy5PIACiCB327mG9QwV5BsKfgs8XGnKbkVKQZ+Tm67LJzzHwzEt15GToWLpg+Avgpi3tdDpkpl8ETa4zWbYwg3mz0wYl8e471MX6d5q5/cY8xo+2IMsKDmdwUIn9qWo39q4gVy3N/FwqbAQBxoxKoDDv/ARC+xJVY/Hym43UNfr4xn0lFzLEmPz9pXogzA++UU5ZiZl/fvTcc4liEQgqnKp0U1pkHHFrpOH4aFtbb+glsk+OKTOTYJYuSES2wx7AatFGf/c1q3KQ5fCwXqiRVqkePu7k4+3tzJs+Mi/3SCuCC3MMVKTHR6sAY7VDGinbdrXT0BRgwljLoDCfwSDFrLSEgQahKIrk5RoIBHp4Y2MzKxanE68VBzVRV5RIc/X++1ZjS4DjFRFv4pn6elaLlofvGVjdq9NJ0dfr4yOf29DsQw4pfPUr+QMWuR32AIIoRufrs/2d1Df4WDY/ldxsI99+qDQqhaPTSUybNDgs3N7ZzbEKJwV5RsaVm9HpJGZNkWixBQgEezh+0s3fX61n4awUvv21sujrwuFICFDpiYTk3vqghc3bOnj0q8XsO+ggJUVLiy3AGxtbMJslTlS4WLEkjemTEgftB2++10x9k7+30Kib5YvSmDLewtvvt5Bglvja2sEV0PsOdeHz9ZCcFI+9K4goCsyZdlp6JxI2dWPQidG+uj2KEgkhqmHES8pla8qKApGEwGFadTS1+tm6o42cTD0ZaUP1/nOz91AXs6clDmiVcT5YLVoWzExh265ONm6xDbldMKjQYQ+RkqQlfqiOrOeATisyY3ISFrNEqy2ArT2S0FvXGOnRFosVi9NZsyon6oXZvb+TX/zpFPYLzFnrP6Yzyc81MmWilazei8MnOzv45RODQ1933pTHI/eUjMjQ2ri5NZpofL7ce1s+D64dvgp1KOoaffznr08OGYJMT9WRna6/JBIdVy1L48olp43qi+UBPHbSydMv1nHkhPvsG4+AA0cc7DvsiP4/bVISq6/MPu/fpKHJx6//UsXmT083wc7NNpCaGn9R9t9QSKGowMjKpbEXLD7f4KbQI8Hplqmp89PQ7Gf3/k7Wv910Xu8DsHpFViTRPsYFVlEUDh93Dnns9+ema3LIzTKwY4+d9o5uDAYJRVF4f0srew5EqqPf/dDG//yhckDod9HsVB67v4ixoxLIyTq711aWlWiag8Egcdct+ciywvY9nRFPTj/+8lwdT79QS22DNyIcfUs+163MIrm3+bwkDZZ+6Y+tPYAuXkSWwyQnxkfPIwaDxOgyM5s/6eC9zTZmTk5iwjjrgNf25T2FlN7rSljA5Q7h88ncfmMeCcY4PtvTia29mzGlZhbPTWXnvq6YoWBZDhMKKcybmczUSVZ27LFTWevl4DEnR0+60WoHyzVcvTwDqzkOo1HCH+jB4w3R6ZBZt76BhiYfOq1IWnI8ZpMU7fkaje6oYcRLymXr2VIUIkJuw5Rg+P0RkbgVi6xDrmrrG33odRL5OSZs7YELylUC2Hu4C7NZw6qVQ/cbPHzcyYZNLdx2Q86QZfLDeUuGQqeTeOzBUiQxkrT51HO1FBcaBzWKtncFOV7hZta0016t7qCC399Dz0Xqr+XzyQRDA/vtpafqBqj7F+QYGVMaIOmMMJVOJzHULCiKwsYtbWSnxTO23MK+Qw4sCXEjTjKOhSiKg3psxiIQkKE3/NmHJAkYDRJxMdq4QEQgcji277Fz6KiTr9yYd84h7L7ih7NxrMLJh1s7uGVV9oj277JiMzdcnUVpkRGHM3jBLZi+envBiLetqHSTlho/7GdaLVrKS8yDhIdffL2R5lY/33modJB35lyYMSWZSeMSYxr7Pp/ML5+opCDHELMfqsMZpKHJz+gy86Djd0yZmTtvzqO81MTLbzZR1+Bn+eJ0TCM4zjsdQVzuUDQXcOa0FGZOiy1e19AcyRudPS2Z1JR46ht83HB19pCLl0hbHyO5WZF9IxhU2LnPQVqKlmmTkkhK1GLQa6is8TCjNwwmSSIZ6QbuvHn4at5OR5CtO9rx+nuoqvHw8N1FUU/2knlp+AM9GM8Q9Z0/K4XWNj9PPldDRrqeR+4pZmz5yHTl7F1BfvnnSoIhmRVLMrjx6mxEUcTtkXn5zUbGjzazYFYyO/bYmT8neZBXMGq79v5dtiBy/O475KSkwMSWHR2Ew2G+//USDAYtFdVuXn+3hSdfqCMzXT8gP7e/BITFrKXZ1s3W7W2sWZVN5hCLf5+/h9pGH0dPOLn2iiz+6dFy6hsjLZAyUiNV7eaEOMrNCVHZDlEUCIchfGbvOpWLymXr2RJQIl9+GNdpojWeojwjITnMpo9tMdthLJmXyoN3FbF9dwd/fKaKwAW0PAgGFWztQXIyDJQUDO0lKy4wsnxRGkV5sUvcaxu8/PBnR3j3w5ZzHoNOGxFPTTBJLJqXwqypgy/Ix066eG+Ljbp+q7F5M1P4wTfKLljpXVEUqmo9/O3lOn731+phk9sLe5uFn4v4pS+gsHd/F/uOuJAkkYfuKmLtWU7454uinF6NK4rCH56p5slnawZsk52h59sPlY64r+GZOFwh7F1BQufp4RgJXm8PDmeQQPfIPsNkkJg7I4W9h7r4xZ8qaWg6t6TyM0lI0I5ojltsAZ5+qY5Nw3iFIZKUffuNeYNCcAU5OkwGDXDhv+WZhsnhY07e2hQ5HvNz9GQP4c3ZsdvOs6/UU9c4+DfrcoUoH5WATidx87XZfP2+ohHnrG3Y2MJfn6+LequOVTh5YX09nhjntOyMSEeH2dOSqK3zUlXnJdi7f3XYA3y0rRWP57SXSqsVyc8xRL1FOp3EQ3cVcNsNEWNy/BgLlbVenn6h9qyFDfauIDv2dETPow1Nfj7b24mkgcI8Iwa9xP7DXeze38nYcgv/9PXyAQbKvkN23v+4le277KQkaVk6P2JQBoJK9LsHgwqbNrdSUzfYm2TUi3h9IewdQaaOt0TP+e32AJ/u7OD4CSfzZ6UgaETs9tPfxdYeiAiu+iKPBQKR6IDJKOEL9FBT78XpDrF6RSYer8zWnRGvX1pyPAkJcfh8Mi1tAZ5/tX7Qb+TzyUwab2HS2ASOnPDQ0OyPehDP9Gw2twTQaAT0vc/X13tJssYRpxVp7E3iD/eEURSi59awAnJIISSrxtal5PL1bCEiIBIeJkE+OVHLqquyOFHh5MOtbRTkGgYJ//VdCLbvbKfSKRPwy+jOM0FcFEEXL5KcOHzCq9WiZcnc1CFDCBUnDvH3P38LOfQHVixOP+fwlsMZaQtxZl/BN99rpqrWy91rcklNKaCkYLCq9YVSWevlqedrycsxMq484YJyro5VODl60sW1yzOjITKTQeLBuwqjnotYSuMXi537utj4UUS7qzDfSEGOEUk6N199TZ030hNtCGNj5aI0ls1LO6/fSVEUGpoDZKbphn399MlJjB9rHTJHyu2R+esLNUwcZx1QSdXXg9FivrDTTJ/h0b+VTSxSk7VcuSSDovzht+uwB3jnQxuL56YOUHEXRZHmtm7qm7spLzm3/cLlCg5rEB4+7uRUtYc5M5KH1WabPjmReL04aD+pa/TxxLM1zJuRzKJ5abz2djOF+cZoM/CzMW9mMoX5xmi+V229jxOnPCyaI2MyRAyY9o5uli1MG9DR4Yars6hp8EXn/sBRF39dV8+WT+3867dGD7nf9HmfgkGF7bs7sHf6mTQucdDx5nIFMRgkXB6ZvzxbQ3y8SGNLgOSkeMqKzIwfbcZqKSY7Q0eLLYAkiby32caJSjff04M/ECY1RU9+joFgUOGF9Y0027q5cnE682enRveZJ56por7Jy0N3l2DQS2zdacftlekO9vCrJ05x3RWZXLksi5AMRn0cVkscb7/fQmWdj8fuj4ijmswSlfVekg93YmsLsHOvnd37O1l1VRa7DzjY+FELXV2RHNqPd9hJTaqksTVAqy1Ad7CH9RsbGTvKiihAV1eAf/vfo6Ql63C5Za65Iovu7h4+2dnB4eMO1qzKZdxoM+9vbePjT+3Mm5nCtx4so6LaTVZaJBz6myer6LAH+adHR9HY4qOi0kNzi4+CXANXL83g8HE3z79Wz4LZKaQkaqmq9VLX4OPm67L5r99X8PjvKvjWgyWE5B56FIWQfG6iySrnxmVrbEEkvi4MU+/qcAT4+0v15GXruP+Owpgn8d37OzlV7SEvz4jT3TNcCthZURTQ6US6nCG27exg3syhe9S89EYj9c0+vnl/yaBcm2VLZ5KXrQXfBkRx8jmNoa0jwB/+Ws3kCdZog90+RFFA1ERWruUlAz1YTS0+Wmz+mH0Qz4WcDD2L56YxYYxlSNmCnXvtdLlCXLEwbdjPqqjycOSEm4WzB2p+Xeo+i32kJseTla4lrvej+4cFRkJbR4AnX6hl3KiEAT05+yOKIudb/FlZ7eWpdbVcuSSDhWfpaThcMnpPj4IvoBA6Q+G+vMRyTk2i+9PnUTAYJF5Y30CPEuaHjw2tjQWR0NT8WWfv69TRFaKi2sOYMtMAY2v6lCTS03SDFhFn4nIFaWjxM7rUjCiKHD7m5KU3G7l1dU7MBtQAq6/MwuOTz2rcpyTraGiy8fF2O9964LQoZ2qSlmkTrJSXmgkFFWrqfWgkgdnTkgkGFdrtAbIzDby3pRWAFYsGpiGUFJoGCLlesSidWdOSo+PZd9hJc4ufeTNT+GRXGw1NftbenM/JKi8vrK/nllU5TBmfyJxpSVTXeSAc5sCRTtJS9UOKyAIcOenk9XdaiNdqyM8beNxV1Xr4yX8dY+6sRG65Lh+NKDCmNIElc0977RUFzEaRv71cx579XVy3MoviQhPt9m627rDz4bYO5s1I4ZsPliJJkabo+XnddDiCfLKzHVGTyq69nRypcOFwhnjy+Vruuz2fUcUGQrJCU4uPiioP//unUzS2+LnvK4XccXMuW7bbePH1FuK18Ma7jUyZaMFmc7P3gML2XZ3kZMax/0gnHV1h3v+kg8x0sLUTle9wueGpdQNFZE9WtQKtCMCu/Xa8PoiLg+xMHXv2tzO2PAGHI8CR4yH2HXZQWmzm5CkXOZkGKqqcbNtlJzNNS1t7Nw5XiIbmSArLy2/UceCoGzmk4AvIFOcbOXTMycc7OtDFi4wrN2PQa1i3vpH//PUJSouNGAwSh447+eaPDnLfV/Lp7lbweNVG1JeSy9bYEgUQolnyA/H5ZHoU2LqzE583xJTxmYMUp/cf7qKqzoscUqiu83HN8oxzKmF3e2SOnHAwfsxpPRqtVuSx+0v4zV+q+Hh7BzMmJ0VXjrKs8ML6BtJS41mxKIOMdB09SjhmXpYoiry47u9MmzaNO7+yikmTJo1oTLv3d9LWHqC0yBTNZ+mv8DxcGftH29o5WemmINd4Tg14z8RgkFixePjfcf8RJ/auIIvmpqEb5tq1cmkm82YkDxiPLCs8+XwtVkvcBYtono2SQhNHTxp45qUGvnZP0Tl70ZKsWpbOTx1RAvH5kJmhZ870ZEoKjeeU41fX6OOF9Q1ctyKDMWUWrBYt//RI6UXxbPbxl+drkENhvv21Mq5bkUF4hNeBTkeQ195qZM6M5Jih2UBQobzEzLceLCXRMvD0ZzJIIypy2brLzic7OnhobRGF+Uasljjys/XD5okFQ0pUcb2pxcffXqrn6uXpMfPmpk+ykpUWj6mfzITBIA2o2PvG/SXRFjGf7Ozgw0/auPe2Ao6ecCEgDDC2FEWhozNISpI2Oke7DnRxstLDbauz0ekkbrkuB39AxmCQcDpDdHYFURSFnCw9MyYn4nAG+c9fnWDtLXk8cGcRbo/Mf/+ugtRULQ+tLcLlkdnyaRtzZ6QMyOsryTdy/ZWZfPRJO/WNAT7a1ka7vZsbr87G1ubHZg9QXePFZJBYuTSdeK1mwLl240e2SBPpYA8hOUxnV5DP9nXh8QSoqlUoyjMyYYyZmjovhflGMtP1bNjYjEYjgAAff9qOXq9h4hgrR05EDMptOzt4+wMbOq1IolVLTw8EQ9DU6uPEKSc//e+TuL0R3TN/ANa/a2P9u6dD04FuqKztr5UFTeeQsREGvL1R4lAIausD1NYH+HT36R633YEwBw5H/j9V46Ou0debWxUmN1tHZU0AjRjJlV33RiMF2Toy0vQcOOqjpS3AZ3vthOQwoSBU1Rzkuw+Xcf9X8vn7K/W8tamNRItIokXDiUofH26x4Q9Ae8eFhftVhueyNbYURSGsKDFztp5+sQ6PR2b1VRmIQnq04Wh/dh3o4uBRB//8aBlXL886p+Rke1eQp16oobbBx33xmgGq16IYaZwq99Oq8flkBDGSk9LH2RKn8/Pz+bf/93PuuONO9uzZjU53dgNo14EuHM4Q33u4LPrZ69Y3YusInLW6b8XidKZOTDyrofXhVhs6nXRBCelfuTGPYEgZ5G1Zt74BpzvE/XcURHW4dDHG09MTpudzyk9IS4knI113XjIFkiSi00ZWpPfeXjCsEvf5YDZJXLcii+dfrae1LcDD95WMeJw9SniAAXQxDS2AUSVm5N62LOeSz+b3yzS1BGi3h1AUhQNHnWSm6clMj/Sn+9vLdVx7RQZTJpy/ZMmMSYkkmuPIzozMR262YcjOBH28+nYTjU3+qEyAGMMF7vPJ+LsVxpRZKCkw88RzNWSm6mIqv/c/35QVmXC7Q6Sn6mJKbRw46uSVN5u47frcaA/KtvYAza1+PD4ZuyOERgzzypstLJmfwk3XZkcXWDod3HB1DnsPdqKRBPpUoM0miVUrM3jl7SZe39jMqGIzu/Z3kZOpx2KW8Hhl3v7AhiTB8oXpBII9TBhtZfOnHbS2+5EVGFdu4ZrlmdTVe3n5zQaqa330hMPcujqX8hIzVbUe3t9qozvQw+J5qRw46sTtCbFqRSbPr6/D3x3mrjXZ/ObJKtzuEN9/dBRJ1jjycwx0Orrx+npweUIkWrQsW5DKe5tbCYV62Lqjg86ubnIydcTrRHS6SK9Al1vm8d8dp6n1wuV0LpQzM0QkMXLe6pahpjZyHehRINgdpkeBY6cCnKoJEK8FjSggSQL+QBhZgdZ2me//v2OsXJrOj74zmrUP76KjU8HhjHzI8Uo3AhDquWxTuD8XLltjC0FEIXa7nvJSM35/D5/s7KK7uyemkZGTrqfilJvG5gAGw7l5LFrb/HR0BJk7LYkkS9ygfI/+lY/9myd/44FIpeBIsHcFaXPPwmTJ4Uc/+hGPP/74WV9z5425BEOnjTyPT0ZRFCwJ2rNW2/UJIsYiGFTYvb+T4kIDuw92YdBpLsjY6n+h6e+RUZQwylm0YiRJHKThA/DxjnZOVXu448bciyaBIMsK9U0+CvMM513dZjCIWBO0xMddurpsq0Ubbb00EvJzDNGQntsj89yr9UwYa2HOCPOHzoatPUB1rZcrFp2b2ClAdqaB7zwSabbdbg/yyptNjBuVwO035qHTaUhOjB9WoHgkpKXoCIUUTlQ62bSlnduuzxnY5SEGs6cl0ZYfxGgQMZsMfP/RUYO2eeWtJuoafHzzwVLitWLEGzaC6t5Ei0R1vZfEw10x1ccz0/SMG5VAer82N9etyGTl4nQOHnPyxsYWli1IpcsRxOWWB1XXdjqCvLe5jbISI8F+RRJjRlsZXeEmO0PP2FFmHr2vGEkSeebFiPFuSYgjISGOHXs62b6rk7ASCTnfe3tBZCGk1fLQ2mJefbuR/FwjiRYtr7zdxNPrall7Sx76eAmzMY6GJh/PvlLP/XcWMmW8lR5F4Hc/n4rXG5HQUJQwnV0yH261kZQYj0Yj0NYexGDU8L2vjcJm7yY1RYcoCvi7w/gDQcKAv7uHE6ecjC41ceykm137XXxRsCYIOFynz2WTJ1k5dsJNt7OH1FSJOElDUFbQiCLTJlnYtbeLonwDDmcIe5fMdx4poabWx7GTbqrr3Xi8CnEagZQkHb9/fAo//e9jBAI9hAW4eVUOu/Y5YuqNqVw8LltjS0TplRUZfBHr8xr95PFjeDyxVzlzZySTnBTHpi1t7Dvi5JEYF/ChGF1q5psPlqLXi/zqz5VkZeq4/yuxV8b6eJG0VC0dnQHsvXkZI8GoFykqMPIf//Fr7rhtIddccw0LFy6ko6MDRVFIS0vD45M5dtLFuFEJGAzSoATfDe82c6rGx2MPDN3odiQ0tfjZsKmFhbNTeODOohFf1M/Gtp0dfLy9g6/eUUB6qi5mKf1I6ewM0tbRTUhmSNmIc0VWoKbeO+Iqvj58PpkN77UwdlQCE8cmXrRekrHw+GQ6Hd1MnWA5rzkOyQr2riAO18XzBrg9Mq3t3TjP0q5pKEwGiY93tPHpzg6WzEtlQm+Xgcx0HV+/b+TH6VC02AL88W81pKdoCQRGVsU1pszCmLLBj7tcQda92ci0cVbGj07AaolDr4tUBD96b/GIPIY790X6/1lMUmxjK33wsSGKIu32AO9+0EpmejzFBUbSknSMKR8sJRMniVgS4th3yMHR426+3yt+q9OK3LwqF6cziCiKZGca+P1fq6isdjN7RnK0MKW9I8DeA12sf7cJkzEOf6CHu28rwGSQ0GpFbrs+Mrb1bzeRbI0n0aLl2VcaeOz+Eh79ajE//Z9jOBzdTJ2QyOHjLj7e3o4gCuTn6HlwbTGL5qTy3kettNgCTJmQSHWdF4tFg8moRQn38PeX6vhoWxv33pbHL/5URbtdJi05Hr1BpKklhNvjRh8vIAphDIZIqK4vzFdepOVUbZAeBXKz42hoGryfx05GOX/i4yLzY9L3EOqJGOohWUEbJ2Ixh/nxd8YwqsTMT//7GI0tPrIzdHz1zgKWzE3jwGEH726x4XLKZGfrWbEkHZdLZsunNrIz9Gz5tI0p4638+X+m8cpbjWjjwJoQx1XLMygcorpd5eJw2RpbiiASVmJ7CzodQTZ+2IrFLGEySsgyg5KQ3/2ohWOn3CyYmRIV2RwpoiiSma5DURQEFI4cc+J0BbHEqGZKSNBy/VXZ/PLPlSiKOGKDQqeTuOOmSNXTn//8Z+6++24OHjzI888/T01NDb/4xS84dtLFi+sbkW7OjdnAd9J4C9ZELQkmicPHIo1gr1yeec4hsfxcPWtvySM3Uz+iEv6GJh9Wi/asoVmjQYPZJA0yEj7e0U5La4Cbrh258OWqKzO5Uj7379afYxVOvN7TLTV0WpFv3HfuhqrHJ3O80o3BoInZjuhi4vPJVNV4SbRomTh25K87UeHkRJWHlUsz+c7DZVwEbV0gIiRcWePh0fuKSEk6P7O3ssbDyxuaEAUoLTJf9IKIxEQt0ycl4vKEmDzeMGyC+Nnw+hW2bG2nqtrLz380Ptp2BUYemi0pMnPd8nR0OpFX3moc0LwYIr+pUa8ZlFOmhCEuTsOiOSnsP+Rk14EuHrmnaNCCzmySeOTeYiprPLS2+WhsCVCUH5F62LS5lT0HunjwriKyM/QY9CJ52YYBenhBOUxLu58EcxyzpyVzqspLwC9Hc1VbbAGOnHAyf3YyC+em4vXK1Df6kGWF3z9djb0zSG62ofecCY1NPjZtbSMQkPm//32MNatzWLEonY6uIKeqPJyodGNNkGho8nOswktCQhzVdV6WzksjwRyHIITJztSTkCDRYQ8iChEx0J4eGFOawKYtNk5UefB4gsyZlUZJUQiXO0Rru4+4uBDlJSZys3WkpcSxbn0Lo0pN2NqChEIKVy5L5bU3W+juhp4wGOIhNUVAihOoqo0suiQNyD1QXKjHYo5j/yFX1FjTxYMsQ6ejhzgpstiuqvXQ1BoEJSJK8uyrdfzLY2PYvqeLYAja19cT8MKbm1rRx4kcPulm38EuPL4eUpO1+P1hAoEQ8fES3d0K82daOVnto6EpgChGMml6FCjK1/P0r2eMaJ9TOXcuW2NLCIOgid2ioKOjmyMnXZQV68nKMMYMI7Z3dNPU4qesJOGsJenDkZqs42iFh137Oll+RgVRHyaDhFGvOe8S+muuuYYNGzbwjW88ht46m/27jgAwblQC0s25jCkdvJqV5UjyaV++zIkqF8dOyRxHpwAAN9BJREFUuFkwJ/WcpS1EURyySgsiei9evxLte/bEszWUl5jPalhOHp844OLUR32jj4Zm/zklfUdyvEa06ZC8v6UdlzvExLHWAarTw1FT52XHHjtXLcuIXgzTUnQ8dn/JOff9O1cOHu3i6Ak3999ZcM4GyeGTLo4cczNnevJFNWaOnox4LkqLTKScY1pVW0eAPQe6mDAmgYVzUpg1JXlAteHFwN4VZN3rDcyZmsS7H7lwumTmzhi+kvNMZFnheIWb3OxILtlVyzKIjz9/Iz8/x8CaG/L55387hC5eZPXKrOh+7/PJEXHPGPlc+TkGfvitSDg4KVFHUlI8gigQDMbubVhSaOJUlZu336/hgTsjxQHlJSZ65DBmo4ZjFS7cHpkTVW7+uq6Gu27Jjyws0+J5aG0hel0cZcUmAkFlwL59+ISTF1+v54OtOr7ztVJysw28+lYjTzxXw/xZyWg1EKeNLHpzsw3ccXMeBpPIJzs6OVHZxZhSMzevyiUvx0iSRcuBow7cnhCFeUYWzE7B5Q1x5JiLieMs/Oxfx/P6u00sX5jK+NEWTlZ50es0FOUbCAQUfv7bk3R0hbhmWTrp6TpWLMpAFEU2vNvEE885SUqIY+WSNIxGLYtmp7JmVRHxWpFX366ntS3Izdfk0dQcMby6XCHmTEvE7Qkzf1Yyz79ah9src++afE7UeKirDwAKa1Zn8tb7LZQXm1m7poAN7zVTU+cmFBJZsTiNrAw92/d0smBWIk8+V0tltZfNn0b6LFbXeTEZ45BlGY9HZursVBbPT6W5LcA779tISdQiJ0BLm4KkAb1Owu3tob4pgEkPKckGFCVETUMIx3l6klVGxmVrbIXDEaUtQTPYu1VWYmbtLbk8+3I99Q3dLIjRp2/+7FTau4I8s66Wr3+15Lz0mp57tQGXp4d7bi1g4hltH5pa/ejiNSQnapFlJdJS4SxNs2Oxectejhzdzc9//nOmTp3G+Ck5NNRXAxFDIJZHCwZLS1y7PJPFc1JH3B/uXHjt7WYqaz188/4SLGaJBXNSyItRgdfU4qO6zsfsaUnDGlFrVuUSlJVzzr2qrPGQnqo772bit16fM+BCVdvg5eMdHVyzPHPI362u0cexU25mT0se4Hm4lPpfpz/bz6kaT1RbqT9uj4zRMHRbk0SLluTkiNfzYrJgZjLF+caYfSYbmny89nYz11yREbOhdFWth4+3d5B7hmcFInlgyYnaCwqHQ2Rh0NkZxOvv4cG1BdgdoXPu1rDvcBe//HMV1yzL4PYb87jjIojq+nwykiSQl2MYMBadLiKHkWQdXruvoyOAxxPiT0/XMHNqIlfF6I0YCMj4AgqzpiaRmR7J/+rrz3jgSBfPvlLPVcsy0Go1uD09KEpEO1AURTZ+1Mb+Iw5++v0x0QVcW0eAJKtEfYOX3CwDydbT8+P39xAKKVy1JIvEJC1Kv4IhnU4iwRRPW7ufq5amcO2K02M9cMSB0hNm7c0FzJiShKIojC1LoDDXQGaajuwMkR+UnpYQ6SsYiLwvjB+TwIo0PZ2OEJ/u6mTCaCvZmQYWzU3leKWLwjwjzS0Bdu23kZupZ1RJpHr1tusLou/z1TuKCAV7OFrhZtbUpGh15vbdHeze30m8Po47bixg5147NY1e9ux3kGDSEuoRKC9JYMqEJOxdQVra/GSm6UlO1EYX4mazlv/+QyVOd5AffXsMu/Z3cvCok8I8A8cqXOTlGFi2IJ0nn69hXLmFxx4o5fgpJ0/8vYbxYyzcujoHW5uP45U+pk2w8O2HR9HQ5OEb/3KItAuoIlc5O5etsYUgEoZBJeWyrFBd7+XIcTden8Lqm7IHGVq793ey95CDxXPTqKjyEDeCE629K8i7H7awcPZpIcUkqxYlHGnp0P8EGQgqPPV8LYkWLV+/r5iEBC3ffbgM6Rxny+EM8ub7Tt5/+3l+86v/5b777uU3v/kNDocDWZaRJImDR7uIjxMpP6PiK6tXWqK/KvS5Gi8VlW4CQfmsbWFGl5kxGDQYDJGQ4FASGjv2dLLvsIOifMOwuWuxeoadjaYWH0+9UMvUCVZu7BeGsbUHsJhH9t3PbGXTYgtwqtqDvat7SGNr3sxkxpWbz1kuo6MzwFPP1zFjShKLzqKRNRRXLc1gwayUQeGl2gYvf11XxxUL05g7I7ZuldMVwuORh8xx67BHBCjPtVWPTicNMqRkWcHnk+kOKjjdQbqH6NIwdUISSdZ4nO4gbo8cNZorazw8va6WKxZHvu+FkJ1p4HuPlKLTSZyodPO3l+q4emkGc4fRxINI9TNEDA9bWzeEFXKyLs7FTZYVtmxvIxBQcLoGKsKLosjUiUm88W4TZlMcRfkDf1u3R0avE/lwWwdudyREVlQQ+9h69yMbf11Xy6orMnC65egx4fbIbNjUSnpqPJPGJbJoTmq0mrGPUSVGOjqDpKVEjLTDx528sL6BG67OwhdQKMg1cfetp43Of/7m6Og5CiAIyLLM6xtbSU2OZ/I4CwfHJ0UWwv2OzemTE7FY4pjUu3g9fNzNh5+0c9vq3LOGZX0BhZOVXuQQzJyShBIOR4/bhAQtKxdnEAyFycsxcrLai9cfWwS0L9JR0k8A2+2ROXrSRYJFy6ji3pZJU5OZOjGRsiIzf3uxnk5HN12uEAaDRHKiNuY5Y8r4RP79B2PJztCh00nkZhtYtTKLF1+rp6rWi69XFX72tCSy0nRYE0Q2f9KOHFK4/fpssjONZGfo+cn3JNJTdZgMEvFaifh4AcvnsMC7nLl8jS0gVnL8ySo3Tz1fx/TJFu6+tYCxowaG2D7camPnvk7CYYGJ11nPKsHQx4kKF+vfaaZHVrjr1kKAAbpVtQ1eauq9zJ+Zgk4rsmReKiajJvr8cMZDhz3Ap7s7e1ewpw8Yk1Fi2dIx3HvnmzTX7+R73/sekiQhyzJ1dXXk5xeyYWMrJpM0yNhaNMLv1Ues1f2GTS34Az2MK7fEPNG1dQR47a1mli9KY/WVZxf8XLYgjQmjhxY7jcXBI13UNfm5amnGsN6H1GQdyxemUdLvQm9rD/D7p6qZNM5yzoKkADOnJDKqxDykl6ovEX7S2IRzMrZOVLp59pU6RFE4H2dnlP7GUDAYqZwsyDVgNsWRm6kjNXnok++qlVnUN3uprvMyfrR5wPwGgwp/+nstFnPcRUlI37S1jd37OnnoriJ+8Gj5kMeCVisSCMj87aV6brkuhwW9yeIpSVrGj7GcV7i/z5tzotI9QJcKICM1ninjrRTkD5+zJcsKv3uqitTkeG6/MY/2zm5ysoyMG22N+XmP/76CMWUmbrwmj0BAZvcBB2NGJQxpsPt8MkeOu8jJ1HHlssELlZfeqOflN5pwOII8en9p9HFbe4A/PlPNzKlJ3HFTLiE5PKy8yPRJVqpqUpCVML9/qppH7isiLUWHRoy0nSkvPb2v9z/cd+yxIwgij/94fPQYTE+NZ0yZmewMAw/fbY1Z7dxnaLk9Mr/7ayVF+SYqazy4PT0snJ3KD789etBrsjMN6PUSG95rZu6MFNJS4hk3KoG0fpWYQ6GVRNKStOw97GB0mWmQqPPm7R14vT1875ESCvOMpCZraWjyodeJZz1+W1r9xMdLLJyTQn1TAEGA4gITkiQyZXwibneQV99q4ekXavjOI+VD5o6KojhoMSJJEXV7g0EiLTnyPQ16ic/2dmEwxjF+rAW5J4zRoI2+R/+IRmqyjllTU5g47tLmh17uXLbGlogC4Z5Bjajzso1YLRL7D7tYNj990AX6VLUXURBYtjANhzM4orBaMKjg9IQoLzYxtjy2aOLOfZ0cPu5i7KhIg9ChPAqxqG3ws323neyMeKz9FNwlSeSqJRH387jyK5g7fzH3f+1xXn3hpxw/fpzi4mLuvCVvyCbII6WvKvDe2wsGGEK3XZ9DSA4PMrSaWnwgCAQCPbS0B7B3dscMC52J1aId0lMiywp1jT7yzwijHD7hoqrWy6LZKQOS8wNBhVc2NFCYZ2LujGS0WnFQeyKLRcvkCRbKS4cfmywr7NrXSWG+acD3F0Vx2HCg0y1zrMLFkRNO5s7wc+XSoZuP9ydOEkiyalm1IpPuUBifTz5vaYld++ykpeqwdwZZ90Yjt10fUQrvrxsly0o0HNSHJIls+6yTE5VusjNKBlxstFqROdOTMBmkmK+FiKfn3Q9tJCVqz9pyJjs9no48I0ajFDWo3nivhfJiExPHDfSattmDdAcjvejmTE9EkiSsFu15C9i+uKGJ+gYvZSUmmlv8BLoVdDr4/k8P0+UM8ut/n4goirz6ViMlBcZB4+nDZIrDoI8snlatzGbBrGDEs60ovPRGEyaThmuWZ2FrD3DgiBOXW+bGa/KobfTzxsYmjlc4uXZFdsyFRkKClkfuLcGoF2N6YO32bnKz9ZSVGvntk1XcdkMuyYlaDHqJ/BwjmWnxA/LuFEVh++5OcrIGqsPnZBn57iOjosURfceTwSDx0F2n95c9BzrZf8TBrasjzdErazzUNfhZsUSJNs1OS9FFC3j69NByMvUx8//ipIgcTlpKPFctG7xoUhSFdesbSbRquXJpBi02P3sPdpGbrWfmlOQRFRUpisLWne2UFhuxdQTp7o70NY3Tnm4cf/sNuYRCClqtRHqqRCAg89d1taQkxfPwPcW4PTLxQ3jVS4qMfOOrJWSm6Xj8dxVIkjBA/sNokOjulklONJ9Xscn82Wlo4zTRfp8J5jgK8o1kpmlZODuFa5dnDrnYNJsk/vVbgw1XlYvLZWtshREJC+KgPCizSeLma7L583O1vLShkYfvKRnw/N235uHrVvjtXyqxmLU89sDA52PRbPPz8fYO5s1MZtqk2BeWKxenk5+j55kX67lqafqIu9QDTBpnQZIENmxspqMrxMrFsS/aGo2GWfNuZs2td3PNyiw67AFOVXuZPf38BR7hdFVg30lm+x479Q0+brg6O+aJ528v1dOjhPmnR0bxvUfKLkoi+JHjLp5f38CaVTlMnXj6gnfDVdnUNHjpdIYGGFuhoEJdo7/X0Iw9J7KssHLp2SsUbe0B3tzUwrRJiUwaZ6XFFmDO9KSzhi0y03V87Z5i/vZSLa3tfiqq3eRl6c8asiwuMLFmVQ7r34n0qrxuRSaLz9ET6fHJ7DnYycYPWonTijx8VxFL56UOam7e55WxWrXcdcvA3KIVi9OZPN4ac1W/eG4asqzwmycrSUmK586b8/l0Vwevvd3EI/cWk5Wu48ARJ+mpWpKTtGSm6YfMlTtT/sLrVzhxyo1WEpk4LpHaBi/JifGYTRLlJWYEBF55s4mifCPzZ6XS6Qjyl2drzivkWpxvYPe+TspLTHzrwZKYRq3HJ3Ok16g3meJieh7uu70g+n//EJGiQHOrn4SESE5Vfq6JK5dmEA6HURSFkgIjVy/L4t2PWvnks3ZuiWE01jZ4MRk06Iao8Fi7phBZVqhp8OFwugj2hmHNJonbb8hlxx47Ta3+qFeryymzcbON8hJTzErL8jJL1BPeYguQmjwwF66tM4itLUiwVzH/5muzCXQrQx7np6q9/PJPp5g3MyINcyY6ncT9w4jGyjI02wIEe0Vwi/ONzJyWFDPvc6j8Oo9H5pPP7BTmGvnBN8qQZYX//WMlmRl67rolEoI80xDU6SSWL0jHYpFwe2R+/UQlxQXGmK21RFGMelZvXpWNeMZ1JzPDwMI5aVyxaPgWZEORZNVyZb88uySrlnv6hWUvNFdR5cK5bI0tAQifoYLdR3mZBRHYc8AxSHA0krsEt9+Qx8GjDl5/p4nrVmYOe4DkZeu546Y88rMjB/97W1qprPZy3+350QtrQoKW7AwDwWAHwZCCoijUNfjJTI8/68VXkkQK8wzEx2sw9ws9nolOK/KNr0bCCA1NPn79xCl8AYWsjPhhqwWHoqnVz/4jDhbNSR1QFVhT56G23k/3EFVNc2cksf6dZt7c1DwgP2oo+vJvmlp8/PnvNcTHw8N3FWO1nj755eUaWDQnhYIzjAWDQeLDrR04XN0DQlBmk8RjDwytmB4IKvz2yUpOnHIxa1oyD60dOhyWma7jzlvyyUrXsf7dFmrrvIwrT8Bq0Z41eTozTcdjD5RRWe3myWdrCaPQ3hHkP/5lPJ3ObnTxmphev+o6Hw1NPqZPiugzDUVtg5cky+BG1icq3Lz5bisGo8i+g062bO/gthvyeP2dJhwumbW9FxhRjJy4YxlC6am6QXlqfeze30lFtZsEUxwJ5oghceKUk6o6H7UNPoryTXztniJabH6eXlfHjEmJMZXSY5GcqOXRr0aqNVtsAf7yXC0TxyZw87W55GYbeHBtIR9+0s74qGaUgiZGyNXjk/l0p53J4y1DVlROm5zM4eMujEbtAEPr5/9nPBDx0m7cbOOqpRm8sbGZzdvaRuSl7UOSRB6+rySqPXeiwklTiw+jIS6a97RwTjJpqdpovtOZ3+Gv6+rIStfxYAz1eCDqDcvNNjBrStKAY7KlLcDGj1qZ5Uome2Xk/JScqOXuNfkkncVr35ezNmNyIlnpOqZNinjVVy5KY8mclOh5q++cORSdXQH0Og3pyWcP9cVCkiIh+762Vi22bnbs7kQriWRmnA4dn6h089IbDdy6KpeykoHpIQkJWh64owCz8bSUTFmJicoqN796opKv3RP7XDF7emShFgwqFOYZyMs9e6i6rGhw9Xd2hv6CdAJVvvhctsbWMP2nAbjx2hze/9jGs682cPea/EEr2pJCE5s/bcPeFWS+MxV9vDhkKEcUxQFVL4GAgscjY+8Kkp15+jW52Qb++bEyRFGktsEbKX2ekTxgxTIUtrZuOh1BAt1nl9fbvb8TZ28i5uJ5VkYVDz74h2PXPjsmk0SLrZttn3VQVmSKnkCaWv1U1XhZODdlSE/FjMlJnKqKaCHVNnj5ztcGq2n3cfi4k5c3NHLr9bmYjRJVdR7a24OMLUtk1ZWncyqSrFomjrXw/Kt1LJydyoSx1uhzVyxOweMd3AlgOI+aVoIEk0htvR+nyzassSWKYrSn3qqVmbjcIawWLbb2AH95tpZFc1MpyDOg12lihhV1WpGCPCPLFqazY087DU0BAkGZV99qIsEcxzcfKB30mtnTkigqMA6bY9PpCPLU87WUFZuiIZs+xpSZufPmPML04HIHGTMqMn63R8bpCg6oJLvzlnOrlut0BNm2qwOPR+ax+0uiht5da/JZOCc92vuuqsbD2x+0MHmclemTz024te93TE6MhElKi04bOFMnJjF1YsRb+/b7LRw/5eahu4sGzXdjs5+PtrURHy+gjRNxuEKDPDk6rcjX7h567jsdIWrqfcyamsR9txdiNg292HG5It6eMz2B/S/iW7bbURS497a86EVfFEXSU+J54tla5s9KGdCg3mSQWLk4nUTryE7lZx4DldUuTKY45kwb6N3u358wEJCRJHHQoiEtJZ5JYy3U1HvZd8hBeYmZhIRI/0WdbrBh0r/Pav/3/mBrByWFJq5clkmLLUB9k5epExJH7I3pcsq8t6WNjNR4Vq3MIj9Xz11r8snNGmj4aMTInO/YZx9kbHl8Mps+bmfS2AQmj4946m66Joe33m+mqTnA2Uai1Y5cA1Hl8uSyNbb6UrWEIY6i2dOSsbX72fypnaoaL+PHDvb83HlTHv6AwhN/r8FkkmK2gYnFqpVZuN21PPV8HY/dXzzA69DnIctIjWfBrBQK84y8+lYjUycmDiuemJOlZ8m8NMb1ywnz+GSeebGOsaMSouGTYFBh40c2LAlx/Ojbowec0Jpa/SQmxA2b/xMIKry3uQ2rRcudN+Vi1GsoKTg9LkkjYDLFYTXH8eZ7zXR0Brnz5rwBn6PTSSyYncxzrzWw50DXsL+V399De0eAQHcPY8oSePzH49m+q5OlCwaHzWobfOze30VNvZeffHdM9HctLzl3r50oitx7WxF6vUR2hoG6Bg9vvW+jpMg4oMnvmSRZtVFDQJJEjEYNoqjw1HO1JCdph9xHTAaJ5QvTWL4wLVqFdfsNedFmw2ciSeIAQ6umzsvzrzVw47XZ5GTpqW/0UZRnYPG8VPJiaE0ZDBKTxls5cNiBpJGiKvdfuSl30AVxJPT34G3e1kZra4B7bi8YsG9LkjTgIm40aki0xDNvZhLVdT6CwTCFZ0k2PxOtVmT5wsFJ4ScqnHj8PcRpBXTxYsyLZVmRkfvvKCQnU8dLG5qorPHwzQdLz0l2Y/xoC/nZIxPr/furDYN6j57JtEmJtLbHk5Q40CATRJH4eBEphlTN2XLe+qMoCoePu8nOiCclWYfHF2njMpT3PBCQ+eUTleRm6fnKjQON7iSrlltW5dLWEcDhCp31N3jmxXrcXpmv31s0oMp5wZxUrAkatFqRD7baOHbSRU6WYcS9QJMTtaxZncP6t5v428v1/PCb5YMaivcVEWRn6QeF8Jpa/Wzf3UFtvYf0tHgm93vumuUDk+RVVM6Xy9bYCocVlDCEQkO3Upk3M4U3N7Xw9Eu1PP7j8YNChTqdhKzIGAwainLPTUV+TJkFkzGO7qDSK8RoGXAC1ukkVi7JoKbOy95DDg4cdjB7egpXLYt9oTcYJFYsHnjRCSsRT4XXK3P4mJO6Rh8rl6Szdk0+uvjISlVRFIJBBZdH5k/PVDNhrGWQAvWA76wVWbsmv7dcvI09Bxzk5xqjoYr0VB3ffijiiTl8wsXBow6SrHGsOqPaMMESj6QBt1vG45UxGWPvinqdhpQUHXEakZffbCAzTRcz9FhR6ebNTS3MmZFETqbxvBPG+6PVity2Oo+nX6zn0112DDppQG+4M3n7/RbgdJVpcqI26pUKhgSs5qG9Hn3U1EW0ua5dkTnAMOkjEJBjXhgFEeLiBEQRPt1p56NP2rj/zsJBSf9nUj4qgbW35FNaGDFyzuyLNxJcriA//20FZcUm7lpTwLyZKeRm6WOOvz+RFjaWSMeGzTZKCk3nbGwNxXu9ArPff3QUVyyMfcyIohgd46ypieRlG7AmRPJvPtrWxrRJiSO64J/NyGjrCPDBx20UFxiRxOEri/cd6qKpNcCiuekDPHHJiVq+/VCMfj/ngKIotNgCvLC+nmkTE7np2hxWrcxCXjYw1L1lezter8zVvUnVuVl6stOH/h2G64vq88ls221n4hgLZrMU01hcODviqWtq9XP8lJvyUjOZaSMPKTa1+Hj97WZKC41DFiB9tq+TbbvsLJmfyoozem7u2d/J5m3tPLC2kAmj1Yo8lUvDZWtsKUrE0BpKswfAmqBFp5XoUZSYLXtkWeH9LTZO1XiYc46NladMTGTKxETe22zjrU3NfPWOQib2C331UZhvZMLoBPYe6qTL2X1On6ERYcp4C1PGW9m0pY2T1ZFx9i+B37iljb37O7n39gJmTE6irPjsF7u+1ycnauno6qa23k2iZbAWVUqyFq0kUFnrRVGUAcZqeoqOMaMSOHjMxR+eqeJ7D8cOJY4fY8FoFNm8rZ2qOh++EoV5MyPPKYpCZ1eQpEQtKSnxdDmCmAwaHrpr+KKFM8cyFBu3tLHvgIMFs5MpKYxUqeZmDf37VNZ5CPdK75wpotl3QYlFMKhQ2+ilKM9Ii81PdZ0nZqVrVa2HZ1+u59oVGUyZMDDsU5Br5J++HvkNrQmR/no5MTxaTzxbgzZO5K41+QQCMl1OmYkxvLbngiiJ1Df5cLpD3LWmYNhcrj5s7QHMxki5epI1kiNkTZB44tkadNpzD12eyS2rcugODg4d1zZEPIA3XJ1Neb9QUkScM3K/ss7FpzvtWBKkEXtXhsPWHulIcdO12UOKCPex+qosXG55gKF1rMLJpi1trFmVe06yJ/1pavHx9Iv1rFiUyi2rcsjJPP29zvRiHjvpwuUJsWJxOoGgwnUrss9L6NfeFaSl1ceHW9sQBWHQIq7TEeSNjS3MnZ5IWXECZoOG0iIz0ydbR5wk7nIFeWezDY0EY0YlxNT0a2jy8f4WG/k5epYuGFxhHgZCchiDTnNeyekqKiPhst2zlDAEgzLyME1kuxxBHO4gyYnxA07alTUejp50UlHtYdtOO5PHWWO2vIGIZ6mi2h0VNTyT8hIjQVnhg622AY8Hgwovv9nAzr12qmp95OUYuS1GlcuZeDxBduzpwOUKUt/s54Ot7Rw56WL1lVk8fHcRSVYtbo/M+x9H8s1SE7XY7N2sW9/IyiXp0dLh/siyQiAgD3p8VEkCU8Zb+Wyvg18/UUUgqERXz7Isc+CIi4x0PTdfm81f19VTU+cd8PrvPlyKQa9h40etbP60Lfq4oihUVLn489+q6bAH8AcUaup9LJyTwvL5pz01R0+4+d8/VXL0hJskq5brr85mwjgrsjy0AX2i0s3/+a/jbNpsG3JO+jBoRZKT4pgyMZGxoyy89nYLW7a3x9y2ssbD7atzeeDOQiqq3fzmL5V8trcz5rZnju/wcSdPPFvLoeNOZk1L4tsPlcZMsjboJawWCa+vh4+2tfHymw0xv0Naio4Fs1NjJvRqNELUc7Vxs43fP11Fiy0w7O8AEYFcV287jzc2NvOrv5yK7hMmg8SPvzsmZm5ZLOxdQX7/dDUb3muJPlZcYCLRqo0ksZ+HdtiGjc28/cHp98tM151Xz0JZVnjvg1aSEuOYM+3CBFDdHplnX6lDIyh884ESJo3AqE1L0WFr7+Znvz5Jhz0yLz5/D263HK3uOx9EUSQU6qG20c+U8YnDtlhauyafh+8qQpJEnn6hlj88XXXWY+VMHM4gv3uqkoNHHdx/RyHzZgyueHa5Q9TWeWlpC9LU4iMQVLjn1vyowvxIqGv0c+iIkxmTk4ds2P7yhgZkRWHVlYMFqiHSsU0jhjmvHU9FZYRckLElCEKSIAjvC4JwqvfvkMs2QRASBEFoFAThtxfymReLcBh8/jBud6SL+zMv1vHnv1dTUemOlka/v7WVrq5uDPqBP9Obm1p49a0msjJ0rFySweRxVg4dd/HC+nqOHO+KniQB3vmolZ/81zHe/dBGsNcY6U92poEEYxyNzX46uwKsW99AQ5OPQCCSY7B9bydTJ1jocoRotw/fu+rg0S6+99PDPPlcLQePuSgpMLL2pjxczhA79tij3obaei+bPrZRUeVi+uRIObzBqEEUIyv/F9bX43BGPisYVPj1k1U8/vtT+HwDDa7MdB1fu7uY8lITeoMEisz+w05+82QlR457ePiuQu6/s4jqWi/7D3fx8Wc2/uNXx7G1R36flCQdKxan090NP/9NBV2OALKs8Nunqnl5QyNNLX6OVbgpzDXyzQdKOHLMwc9+c5LO3rGlJMczutRMSm8V09zpKezZ38W//eJ41DDoj6IoVNe5aW31886HLdjaY/+eVbUe3vmghU92dmAwSJgMEumpWm5bncvSeaelA9o6AtjaA1H1+a2fRbZPSYpnXPlgEc2mFh/vbW7hP391gl377NHHC/ONLJufRlGeEVEU8QdiG7eZ6TqKi8y8+5GNA0cc1NT6CMoD3/9YhSv6/6aPW/nfP1bg9kQ28vhkbro6izt728OMKTMzdYKVRMvZvRZ/eKaGx39/KqKbJfRelnqttkBAZv+RLnbsto/oomw2SkydYGXC2NOG/cEjXfz2yWpWr8yMjk9RFBqafMMazxAJP72wvoG3P2iNfn6s3w8iHsB/eayc8hIzbo/MWx+0DDA2JUlk/BgLM86o2oOIN27nPvtZx9NHfYOXjR/Z2HXQQVqKbsReE0kT0VITerefNjGJf35sVHR/qqzxUFXrGdF79ZGZriMvx8iBI046HZH9/vlX6/nLczWD5sxkkKKh0dGlZsaOSjgnj09Dk49X324iP8fAmFGWIb1iBblGvvVQCTMnW3nqhTrWrW88p+8E0OUMggCpyUO3I8rPMxIKKrS1x15UCETkI4QLUQhWUTkLFxpG/AHwYTgc/pkgCD/o/f/7Q2z7b8DWC/y8i0YgIOP2hGizB/B4gmzf3YE/0MOhow7Gj7YwZ3oyr73VgjZew5J56XR2BTh03EVxvonSIgNbd9hZ93oDU8cnsm1XO8dPuTHpNTQ2+zl+ysX1V2Zx7YpsxpWb+WR7HAeP2Vn/ThPXXpEZzV86Wenm+CkXd9yYiwJ8vKOD516pxe0Jcv+dxWSkaPlsvwOtFKaq1sOHW20U55uYOilSqdNnFPZdFFra/Jyq8ZKXrSc3W4eswF/X1VDfHGDOtGSWLojkKowuM3P/HQUkmOLocgQQhDDVNV7e29yKwymzdUcHre0Bvra2iJNVXg4fc5KZrqXNHqDAYEJRFF55swlrQhzZWXoCgR4OHO7iV08E8Xh7yMnUkZmhi56w9x52oI0T2bW/E3unzPFKF5u3tdHU4qetI0hSkkBnZw9f/5cDPPPrGYhCGJdbZly5mXc+bKWm0cu86SloNAIVVW62ftrG6qty0Gojfd8SE/sS0qG+0UtHZzfV9V4mjRsYhvvLczW8+6GNxXNTmTU1KaqQ3ukIsmtvJw0tPq6/Moudezs5espFaYGJlERtNOw4foyFQEDmF3+sIC9HT229n2BI4VsPlpCZHk+cpEGWFawJ0iCtnd37O3lvcyut7UFysvTo+xnwSVYtKxan88bGJppb/DS1BpgxJWmQgjWA1Sxh1IksW5hGSb4pulJXFIVX32rC3hnie4/2apcpYWpqvWzdbuPqK7L524t1OF0h7rgpj+xMHSWFJlrbAjS1+CkuHOyZ7d9iJsEksOeAkzfebebGa0+Hg3bstvPW+y1YEiIet0BAxmAYPodJqxW5bkUWz79az0tvNHLj1Vn4Awout0x36LSnedtOO2+938q1V2Qyf5g2O4kJcVy1LIOczMhi4uMdHWzd3s69XymIhgErqt1o48QB3q6WVj/bPuvAbJAGhOf6d3aAiJZUYqKWT3d1sGt/FzmZ+gHtoqpqPTS1Bpg3Y6C2mtEUaacynBRERaUbbfzAcc2cmszMqQPTEvqHvl58vRGNJDBtgoVDx13cf0fRiMJ8Vy7JoNPRHS0AkOUequu8nKx0Mros9jq575xxJgePdNHQHGDlksFhOVu7n5p6H3fclEeiJY7fPVXFlPFWrrkiE49XHiBM3Hd/xaI0jOeQZ9npCLJjVwdNbQFuvDJr2Irq+DiR5rZubB2x0zDCQhhBEBDEs1dyq6icLxdqbK0CFvXefwbYQgxjSxCEqUA6sBGYdoGfeVHo6PDTHYTa+m5uuHcHPn9kRWkyC9TUuXl/SzNdTgVLgsCP//soSVYtDY1+wmFIT9Xg94fZuaeLQ0c7CQYVTlQGyEjVkJ6uo6LKx+O/r6S1zUNzi8zi+cn8+olaenrA7a1h68427rgplx///ASdjh6KCuJIStDS0BLE61PYsKmJrAwtew51UVPvx97po6cH/v5yLcEQ3HhNFiG5hw+3dpCaEkcoCEvmJxMIyAQCYaprfPzoZ0eRJIFT1X4kDWRmCFx3xzaK8g0snZ/Gk+vqyEiJo61TxuEMYdSLHDjaBULE23b4qIN//vdDVNb6WDo/kV373Tzw7X3ce1se1fVeDhxx4AuE0Wk16OIFWtu7sbV7SU7Uc/yUi20725AkkdtvyOVYhRNbmw+nO+JKferZKuK0Eu3tARRFweGOzEldQzdf/dYu2jtDdHcrtNh8xMdLfPpZNx9/2s68mYkUF5rYd6SLTz5rJy1VR2WtF8Jh5s1IYdHcVKyWOBxumederef51+r51oOjcLq7qaxy8cbGZgRB5KplmeRkG9ixp5PkJIm/rqunucVLolXH7OnJzJuZTFOrn2RrHJ/utiOICtMmJHPwmJP8XD37D3dx+LiDB+4sRBBEuoMKJyo9dHUF2X+0C6NeJCNNz3VXZJKQENHaevuDFto7uhFEkeuuyKCx2Y/b005ulpHcbANNLT5eWN+Azydz1fJM8nP0BIIKOq2Iyx2RcBhVauLDT9ppbesmZbedBFMcFbs7sLX5MRk0NLUEGDfGTHWNh9pGH3OmJ7H1MztV9X4ALGYNx6tc/NfvTrBqZTbJiVp++edKkpO0/OHnU5AkkT0HO7EmaCnKN/C3l+o4fNzB+NFWrrkii6MnPbTZu3G6grzzQSsLZqfgD8jU1HuZONZMZa2Htz5o4YarsnnhtSa8/h6WzU+hut7LvBmpg4oWwuEwp2o8/OevTlBSZOaOG/OixtGHW2387aVa8nNNFBUMHw7U6URGFZn53dOVNLX4GD/GSmpyPCJh9h3uoijfyLr1DZiNEt/ql2ReUmTkobuKyOiX/N2/bRFAuz3IH56uYurERBbNTaO0yIzT2U1NvS8qXPvpLjunajyMK08YUMlYkGvkh98qH5B/1dTiQ6eTsJglFAVeeL2BBHMc33pwYAi2osrF3kMOrlmeNciQ6hPFrK2P7d3ae7CTlGQd+TmGAVWimem6qFEZDEYKhJyuENv3DG1sDUVfZ4YFs5JxeyPSEOmpOmRZYcqERArzzSQnagkEZKZMsFJeauLtD1p464NWHrm7ONq7sI8ZU84t5/WZF+s4dsJFVoaOKxYMbqTen4w0HXmZOoz62NuEFRA1RHJLVFQuERdqbKWHw+G+RIlWIgbVAARBEIH/Ae4All3g5100HL0NW8OAL3ItQu4BrzeMLIPTE1nVt9nDQA/B7ohxBtDQ3INGAz1hOHTMF33P1vYe3trUCkQS8J95KXJ/2+4OenoTp5taemhqcXH0+FE8vS+trg1RTQi9FoIyBB1h/vPX1Rh0kfdxnI4MIQiw7vVmBAF6eqDTEXnjmueaotvICtTUn3aZyz3w2ycjz3cecnPouJtgCDrsMoIQCakqPQpy7xibm30EuiOf1aPAa291kJyowRcI87u/1kUbHBkNIId6aO1NYwp0g6L48XdDKBKd5ee/qkTpHStAD2BrD5KRLtDpHByOqaw9vfqsa+xm1lQ9Op2Gz/Z08trb3eRm6jlV6aHZFmTKRAG/r4c2ezf1zQ0cPu7ma/cUUd8U4LdPnMTuCBMIHMNk1HLspJO8bD1zpqdQUmiiotrNhveacbpCNLf5STBIxGng5Ck3s6Yl4/P3ECYiD/Dx9k6On/Rgd4SYNTWJlJR4Kqu9aDQC0ycnc/i4kziNyOQJVl59sxm5R6Eov4cul0xCgpY/PlPNgaNO7rgxFxAwmzTs2NNJR2eAlCQd33mkDKNBojjfwP4jDto7uvmfP5yiMM/Aj749hsPHXHz0aTteX4gVizLYc6CTrTs6qGvwUZBvZPMnbfgDPUyblMjhYy6qqrwEe8JU17s5UemOVnoa9HHU1fnweGUkTSslhSa8PhmLWUIUI97et99vJTkxnqJCIx9sbaetI8DJSg+lRSZ+8r0x6HUSb7zbzEtvNhLo7uHGq7NptgVITY7jxCkvz73SyJ79TsaPNiNJAq+908xne7rocvSwZvXABOmv3JTPlImJ/PzXJ9m2y06LLcC//8s4wmF46c0GHE6Zr9yUfNYk9Z37unh5QyNt9m42b7dz6/X5TBybyMGjTp57pYGbrs3illW5xJ/RlkoUxUF5XYePO1n3RiOrVmayfaed0mITU8ZbGV1qisp6/Plv1bTYAkwab8VkELnmikyczlBMyYj+hlYgIPPk87VoNCJKT5g1q3JYszoXXfxgI6C23sfxCjfzZgQHGVt9mnYlhSaWnVFp6XJFks7zcw2kJMVzssrNw/cUD9IY6w4qNDZ3M3aUmeuvOnd5gxuuysbT2ybqN09Wo9drWDQ7hXc+tHHnLXnRkKdOJ0X7ntbW+/B6emhq8Q0yts6VmVOTmDguUmDz1At1xGtFZk9PYsm8wZ64CWOsvLe5jWMVHhbHeF6v02A2StGwrYrKpeCsxpYgCB8AsWqnf9j/n3A4HBYEIdbS4GHgnXA43Hi2mLggCA8ADwDk5V1agbhZ01MZXdaA3y/jcst0OsKsXpGK2xumo6sbtzdIdW03syYZCYsSc2Yksv7dJurqQ2SmiSyZn8GpKg9NrX5a20JkpYnk51vo7lbo6gpQ29RNeopIRqoRuQc0cWEOH/WQZBHILzATCiqEuhWq6nyYzJBsMbBgdjJvvNdMZ1cPSYkCt64u4JOdHYiiwJFjLtJT41izKpf3t3aQl61j09Y2CnP1lBQYqarzo9NpqKhyoYuHzHQTJn0c1Y1u/H4Zg06DTqvBZNJSVmjk3S02khMlZkxK5uAxF8sWp/Hya/WIksAt1+aybVcX5WVmPvqkFUkDD64tYe+hLuqbfTidIdyeELffkE9Gmo7nX6unrSOALl6kIM/M3OnJ/P3lGhxOmdGlJmwdITLS4qhrDCBJAvfeWsCBoy48Xjsmo4ZQUGb11fnUNXroDijsP+IgPk6gpNDE//nuOOxdQcqKbNg6/BTkmOhBYcO7rdx0TTaEBRzuAAcOuxhdlkBhrplRxRa6Az089UItUyZYGD8mkbTUeG67Pjeat1aUZ2TtLbkcPOqitS0AAuRm6Bk/OoHsDD3febgMQ68w45bt7aQm6TAYNKSn6Wizd6P0EE0yHl1q5uv3FZOTbSDJqgPCjC477eXIyognI1XH9MmJ5OdEQkoPrC2iudWLxxfGoBMRDRI//u44NmxqJjEhDlt7gLQ0PaIIUyda+eb9JYwfbSE1RUeSVYvRKDF+tIW505MIBGSOnnBz31cKaGr2k5KsQyMK1DV68XqUaCXklcszOVLh5FSVm2UL05k6IQG9XkN2pi4qRLn25nx0Og2tbX6mTLDS2RUkJVlLSaE5+n3nz06hO9TDNb2euz7B1NxsE395tobkpDhuuyEfSRKpbfCRlBTP5PGxS/JHlybwT4+W8fyr9ZhNcWg0IkajxFVLMzEapBG118lI1TG23EJ5sYlwv3NMaaGRNatzGF2aMOJqusJ8I0vnpVKYa+DgESeWhLhBzeZvvDYnIlfSa8D011YbDp1OYtHcNLq7ZQ4edaGRBMqGCDEumZ/GlAmxWyENR0KCljtuzMNiiePgMQcmg0Qsp09fB4WhevmdDYNBinoqr1iUhjZOIE4rYjBokKTY5/krFqUzqjiBzPTzU4rvz5xebbEEYxytbQFq6n3ED9FUUKsVuf/OArRD9IBdPDeVsmIzhXnn3qhcRWWkCOHw+btOBUE4CSwKh8MtgiBkAlvC4fCoM7Z5DpgPKIAJ0AK/D4fDPxjuvadNmxbes2fPeY9NRUVFRUVFReXzQhCEveFwOGaq1IWGETcAdwE/6/37xpkbhMPhr/QbyN3AtLMZWioqKioqKioqXxYuNEj9M2C5IAiniORj/QxAEIRpgiD85UIHp6KioqKioqLy/3cuKIx4KVHDiCoqKioqKir/f2G4MKJafqGioqKioqKicglRjS0VFRUVFRUVlUuIamypqKioqKioqFxCVGNLRUVFRUVFReUSohpbKioqKioqKiqXENXYUlFRUVFRUVG5hKjGloqKioqKiorKJUQ1tlRUVFRUVFRULiGqsaWioqKioqKicglRjS0VFRUVFRUVlUuIamypqKioqKioqFxCVGNLRUVFRUVFReUS8oVtRC0IQjtQ9zl8VArQ8Tl8jsrIUefki4k6L1881Dn5YqLOyxePz2NO8sPhcGqsJ76wxtbnhSAIe4bq0q3yj0Gdky8m6rx88VDn5IuJOi9fPP7Rc6KGEVVUVFRUVFRULiGqsaWioqKioqKicglRjS348z96ACqDUOfki4k6L1881Dn5YqLOyxePf+icXPY5WyoqKioqKioqlxLVs6WioqKioqKicglRjS0VFRUVFRUVlUvIl9bYEgRhpSAIJwVBqBQE4Qcxno8XBOHF3ud3CoJQ0O+5f+59/KQgCCs+14F/yTnfeREEIVkQhM2CIHgEQfjt5z7wLzEXMCfLBUHYKwjC4d6/Sz73wX+JuYB5mSEIwoHe20FBEK7/3Af/JeVCriu9z+f1nsO++7kN+jLgAo6VAkEQ/P2Olz9eskGGw+Ev3Q3QAFVAEaAFDgJjztjmYeCPvfdvBV7svT+md/t4oLD3fTT/6O/0Zbhd4LwYgXnAQ8Bv/9Hf5ctyu8A5mQxk9d4fBzT9o7/Pl+V2gfNiAKTe+5lAW9//6u0fMyf9nn8FeBn47j/6+3xZbhd4rBQARz6PcX5ZPVszgMpwOFwdDoeDwDpg1RnbrAKe6b3/CrBUEASh9/F14XC4OxwO1wCVve+ncuGc97yEw2FvOBzeBgQ+v+FeFlzInOwPh8PNvY8fBfSCIMR/LqP+8nMh8+ILh8Ny7+M6QK2CujhcyHUFQRBWAzVEjhWVi8cFzcvnxZfV2MoGGvr939j7WMxtek9MTiB5hK9VOT8uZF5ULg0Xa05uBPaFw+HuSzTOy40LmhdBEGYKgnAUOAw81M/4Ujl/zntOBEEwAd8H/u/nMM7LjQs9hxUKgrBfEISPBUGYf6kGKV2qN1ZRUbk8EARhLPBz4Ip/9FhUIoTD4Z3AWEEQRgPPCILwbjgcVr3C/zh+AvwiHA57PmeHisrwtAB54XDYLgjCVOB1QRDGhsNh18X+oC+rZ6sJyO33f07vYzG3EQRBAiyAfYSvVTk/LmReVC4NFzQngiDkAOuBteFwuOqSj/by4aIcK+Fw+DjgIZJTp3JhXMiczAT+SxCEWuCbwL8IgvD1Szzey4XznpfedCE7QDgc3ksk96vsUgzyy2ps7QZKBUEoFARBSyQhbsMZ22wA7uq9fxPwUTiSMbcBuLW3eqEQKAV2fU7j/rJzIfOicmk47zkRBMEKvA38IBwOf/p5Dfgy4ULmpbD3goIgCPlAOVD7+Qz7S815z0k4HJ4fDocLwuFwAfBL4D/C4bBaVX1xuJBjJVUQBA2AIAhFRK731ZdklP/oSoJLdQOuAiqIWKo/7H3sp8B1vfd1RKpCKokYU0X9XvvD3tedBK78R3+XL9PtAuelFugkslJv5IyKE/X2+c4J8K+AFzjQ75b2j/4+X5bbBczLnUSSsA8A+4DV/+jv8mW5Xcj5q997/AS1GvELMS9Eck37HyvXXqoxqu16VFRUVFRUVFQuIV/WMKKKioqKioqKyhcC1dhSUVFRUVFRUbmEqMaWioqKioqKisolRDW2VFRUVFRUVFQuIaqxpaKioqKioqJyCVGNLRUVFRUVFRWVS4hqbKmoqKioqKioXEL+P4+yj14Z4ISbAAAAAElFTkSuQmCC", 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", 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" ] @@ -1558,7 +1558,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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", 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", 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" ] @@ -1779,7 +1779,7 @@ "outputs": [ { "data": { - "image/png": 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QYmfEIk5iESfJdI0De6LU6gY/enuOnVtDHNgdxe9TkGUR0zJZPehlsN/DD9+cYXahSrVm5+K//UY3gvCY7aGqEj1dXqIRF53tLuYTNTLZBts2hwkGHHhcEqGgg/uPSiwk67x62I/SPI+6bnL9Tp5wSOHrr3cxv1BlLlkjHHQgyyIvHWpjPlEjnW0w0OtpfW4pggGFjriTXdvCiAKcOp+hWjWJhlVe2NdGvtDgys0cHpdMNtegVjdYM+TD71OIx5zs2ByxnxlF4q9/uw8BkCT7+KZnK1y+mcfrcxAMKOzaEsLtVti9LcjJsymSiTo9nW7+z39rNdWaQSyiAnZ0IkvQEXGyeX2QO6MFag2diekqb7zWQU+nm0ymzo/fn2fjGh/7d0bw++37xOe176GPTye4cafAd77RzapBL8ODPjLZBlMzVdau9uNxg8ctU6zoDA+6Cfglbtwp8MLeKJIo0tPt4fLNHI2GhazYz4QsWcjSiof/S4EvwphSJEAEo2G/1g0I+iUKJYNyxc6Li6KIZZmYJlRqJg8nqxzZH8PtkXg0VQUsKhWTdF7j5JkkQwNeNq8LIAgWhglrV/m4P1GhVNS5ciPH3bECqiox1ONh7/YQiixw8VoWUayzZ3uEVf0eZFHk+OkkG9f5+d6bM+zYHOLAzjAvvtCGSxXZsiHEhycXuHQjy/o1fg7tidERd7WOayFV5w+/N8WWDQEO7Ynyxqvt9Ha7UVWJ4UEvf/zDSR5OVFk14Gagx40oCvR2uT/zXOWKGulsjYZmEvApDPV70Q2L/bvC6LrJ99+cYXyiQmf709tZfAgXUSzpLCTrtMedbBgJtL7bsiwEQSAWceD3OVhI1Mh2NwgFHK3Pqo7HRqst6uTFg87W65t3CkzPVelqd9HVKRHwPy6syZLIob0RPjmfweWSGOh1cetegaE+D06n/UD7fQpffrm9ZeDb2x5veynujpVIZxu8diTOumEf1ZrB2lW+lqG7fivP9FyVV4/E+fqXu5icKtMWtbeVL+goitBa3Bbhckr0drnp7nBhWbbRHBn28/axOfw+hYDPXtAWvwNA1y0ckki+YEeC3Z1uXj/ajttlH4/XI7NqwMuqgWceBpZl8fGZFPcflhjsddPb7eE3vtmDwyFSrRmcOp8CLNatCbB9YxALlhn0xe94fI4f/17TDL7/5gzlqsHXX+8kHHS0zufVmzkuXsvy7Te62bk1giQ+vR1JAql5reeTNfq73ezdHuLE2RQuVWLzhgDbNgS4ciNHvqhzYPdjBwOgv8fD3p0mN+4WuD1aZOeWEJ3tLhwOcdl9sZCocWeshNvjYNfWEPmixo27Bfq63awZ9FKtGmiaAS7JThML4rIF+88LK41XnxOm9fkvQkO38/atbZhQrRnoOnS2O3C5JApFDd3OamDoBm6nyPphH2MPy6TTNRwOkc4OFVURURwCtbrOwT0R6nWLdKbBuUtZXE4J3TJ59XAbO7eEKJd0FtI1+ns8nLuUoVDUCQQcFEsGxZLOyXNJRoY9DPV6ePFAGwG/zKlPM9SrBmcvZpmeKRMOOxjo9aDroDqkZcflccl0xp0oCvzkvTnqmkVbzF4QRh8UyeQarBnyNBcz+8HPFzQqFf2552pktY+eTg8Xr2YYnyiRzTVIpev0dXsolQ3qdQuEn8/7qdUNSmWdw3ujbNsYBGA+UeWtY/Pk8hrRsMrrR+MossiHJxMUihoNzWR6toquPz+S6+xwMtjvYeumIOuG/a3fF0s673w0z9jDEkf2x3jtSDsIAjfu5MkVtGXbSGfqXLuV+8zv2b4pyAv7ojidEl3tLkzTar3/0VSFWt1geMiL6rAjpK2bQgT8CrphceJMgg9OJKg/JzUgikLLoMqSwLZNQdav8TGzUKNaM1qLkWVZzMzX2LIxwKoBL6II9YbJxatZ7j8qt7anGxapdB3TfPraCIJAT4eLQ3uj3Llf4sLVLNGIit+n4HJKdHe4cDklejpcaLrJsRMLzMxVGRsvcu9+EdO0MIxnX3NJEunqcLFjc4hiSePsxTSPJsvcvFvA71foiLsY6veRSNb44x9MkcrUH39WFLEQkLCPVdNMerrc9Pd6yGYbzCxUCQUcbN8cQpZFQkEHP3p7hrOX0q1t9Pd6ePVwHEkSUB0iTlXC45YZ6PW0FqZMts74RJmGbuHzyfT12FFQpapz4VqWtpiTrg4Xpvn4fFnNc//njRUP/3PCMj9/SmcRHjeUK/bP1ZrN2/1rX+vmX/4f45iGXchUZIu+HjuU/fF7s5RLOrIioDokXn4hxq17RSxLAEROnkni80rE21Tuj5dZu9rL3/7NQeJRlflEnStqlpNnUgQDKq+/1MHFa1n8Xol0RmM+UWUhUWN2rs6W9RI7t4a4cSdPKCiABasHvHxwOgkWfP31TnTNIuBXeDRVQRIhFlE5dzGF6pR4MF7G51da6RAAh0Ni3Wo/O7eEyOY1KlWdn74/R6NuEo2oHN7/9ECeckVn7SovIhaZTINS3GBy2jaWX3m5nUDAwQv7o2zfGHqqYeVJaJrJ3bEimm4y9rDM8JBtmEVRQFZEBMFOsSmKyNrVPkplHbdbZna+yskzKY4ejNHZ7nrmtjviLlxOGV03kaTHi6DbJWFaFhNTFXZtCSPLIt66yfCQl1jEsWwb88k6448qDPV78T5xHLpukso0iEZU3E0PffOGAOvW+lGbqbDJ6QqFksbeHZGWcTZNi8vXswT8dmR0/lKGBxPlZYvS8xCLqDycLLN1QxBJetwA1GiYXL+dpyPu5JXD7QAYhkVHm5Nw0D6m+USVD08lqTdMXjsSf+Z5274lhGVZ3H9YwuuRSWXqPHhUoqvdxZH9Ua7ezHP+sp0zD/ptJ+hO8/olM3WyOY3Xj8afuuaiKPD11zsRBIEPTi6QSte5d79IrW5yeH+UcFBldr5CPq8x+sD2wKNhO6VjWiZYFlbz/O3fFcWyYGa+xu3RAiPDPgQB2mNOfvuv9TExXeY/fW+K/Tsj7N0eae2DIAh87dVODu6OEgouv84LyRrf++k084k6rx6Nc2CXHSFcv52jUNTI5TVcTomvvNzRuo6CAOLPRQf5/Fgx+J8TsiT97Dc9B40lTp4gACa8+eE8ptW8yKJAMOjEMk3GJ8oUCho7toZIpmok0g3+9EezVGsmOzb5yOR1rtyyvRhZFlm/1o8si1y4ksUyLGYTNXZtDZHJa3S1qzgUgUSyzr2xOqIo0NXuJBJxUi4bPJosc/ZihrpmEQ4q9HW72LU1yNlLOQI+iWxO49qtPO2xIvmSQcCnEAmr1DWLVf1u7j0w2bU1TDSsMj1XIZ1usG6Nn/4eN1dv5ng4UWHtsJdy2S46Dw95n3l+7o4WuXO/gCyLDA96aegmg/1u3C4ZWRbp7XThdUncvFtgIVXnlcPxZfn6pTBNi2JJJ51tUKub0EwUtEWdHN6roCgi+YLG+csZNq8LMDLsJ1/QMA2TIwditEXV517HStXgx+/O0hZVef3F9tbvJUng6P4Y1frjxWhyusL4ozKrB3z4vCL1homhm4wM+xns8zyVcgGYT9T5+EySIwdidLW7aGgmd0YL9Ha5cTXTQru3hzFNa1nawzQtEukGpgXbN4VwOkUKRZ18QVuWXlh6HC6nnTrI5jWu3MyzfVOQu2NFBvo8bBwJoKoSRw/ElqW4JElg84YAmm41vxfcTom2qMq5S1mOHJAIBRxMzVSQZaGVBhQEgdWDtlMwNl7k7liJW3eLHDkQY+O6AP29HlxOkf5eN/GYk2hExbLg0ytp7t0vsna1l3LZ7o8YWf3YuVg8113tLmYX6kxMl+ntcqM6JBqaxcxslfUjflYN2rWqni43Tqdkp7QEAbMZPSxei0JRwzAhm9eoN0xcTon+Hg9TsxVELGLh5UZ98ZxEI0/fM+lMndujBXZvC3NwT6zl9efzGql0ndePttMRdy5L35iW7eH/IlI6Kwb/c+KL+ve9HQ4m5xrLfjcw4GXsQQlNt6mZWzcF+fiUHS6uGnDRNezH45a5Ol9HlATmF6r4PBKfXsmyY3OQPTvCnLuUoaGZbBwJcP1mDrdbZqjfTUMzqdVM+nu8PJqqMrdQJx51cOteHkkS2bk1zKZ1Ae6MFqnV7QaYaqrOrXt57t0vMjIc4OiBGLpu8t0fT3H5epZgQOE3f7WP9jYXbpfEl15sR9NMYhEnkZCDn74/y9gDm6/f0+UmHHLQ1WHnUx8+KiPJAqZFq2j2JIZXeZmaqxAKOOjqcvPRyQShQJRol/3+a7fznLuQZs2wn7aoivQZBRVVlXj1SJx7D+xzseg9JVJ1/vTHU+zaEmLXtjBHD7S1jOG1WzkeTlb49te6PjN6cKoiiiySydXRDav1EFdrBuGQusw4rhv20dftbtUXLl7NkM42eP1oOwIwOl6iv8e9bOGKRVUO7I60zlOlYnD/YRmnKrU8SNUhks03EEWh9X2yLPLKC22Iol0AjoadXLmxgNMp0WjYDWSL3nciVefUuRR7tofo6nDTFlV55XAcr1siX9SIhBxUawaSJDxzsbh0PUciaXutne0uvvRyOw8elpieqyJJAjdu5zh7McPQgHdZ3QfshWmo30tbzEkyVScec+J2SaiqxI/eniGZqvOtN7pbnrjXLeN2SWgNk6nZKuGgAvie2qcNIwG6Olz8uz96xKUbefbsiLJ5fYB1wz7e/2iBm3eLvH60Hbl5rkVBwLAspCcutQV4PbZDUKvprUU2HlFxuiQSmcbPjDAXEQ6rKJJgLyJL7hWnS8ZEoFLVnzLsAja9dLHW9OeJlRz+58QXzaupzuZD2doOHNodQtPtAtWvfq2b8UdlGrp9s3m9CmMPS9Q1i80jfkI+mWRGw+9zUKmZ1DSToX4v8ZjKUJ/H7vYt2R7J7HyNatXgxJkMw4NeXjzQhsct4XCIxMIOvG6JTK5B0K9w9WaO9z5OIgoWj6bKHNwV4dtvdKM6RJKpGqc/TTE1U2Wo30PA58CyLG7cyfNoumIbG1VizSofmbzGmU/TtLc7+dorHagOgXS2wa27Rfq63Xg8CoooomkmkzNV9GfkZL0emfY2Fy6XTeu0EIiEHhubmdkqHq9MX5eLStWg3vjs5VeSBDudYcGN2wUsy6JS1dE0C6dTRhAEomEHmWyDWs3A71PQNJNy5bMpcaIo8LXXOvjyS53L8rR/8qMpTn+aWn7dVYlwk4FUKut0dbhYPehDlgXmk3UuXbN7JpZ9xiHS3+NpLQKqKnL0QIxVA48jo3JF56NPkty8WwAgm2s0PWqxtbgFAwovvdDG8KCX63cKXLyWbeXYPW6J7k4XPq9CQzPJ5jXCQQVVldi5JUxbVOXDkwkuXMkAds3g0VSl9f2dcSf9ve7W8U/NVLl6q8DWjSF8Hpm5RA2nU2Lt6uWGuVTWefuDeSamKwR8CrGIoxWlGLqJJAr09rg582mah5N2jSAaVhkZ9nPtVp5Gw2DD2sBnXHPQdYNQUCbgl5ElAZdTIpWtksk17GdFWkydCHZo3bwV84UGn5xP4fPI7N0eQdMsbt7NM5+oks42uH63yKaRAJb5mEacyTYYnyhjWRb3HhT58NQCC4laq9YSCjh4YV8blgU/emeWsQcFsvkGOzYFiYZk7tyzC/Oz89XWMQiYX4j+/fNgxcP/vBC/2JXI5GsIgM7jduwPTiVxuwQcDos//O4UikPA4wZZEQkEHIQrOleuZQmHHDgcEtGIyPq1PopljUrV4MMTCR5N1dB1HU2zvfntm/w8nKxy9FCAq9fzfHI+zdaNQWYXqly6mmN4yGZ7tEVUTAuiYQdOp8SaVX6CAQeJVIP1IwpnLqS5P17EMKG7y0W5YrJxxEM4pPLhqRSR2Spel0Qk7EAQBIb6PPyt3xyks13lrWMLvHt8gTde6yCTa1As6bywL8rsfJWrt/KcOJNk/Vof2zaGllH4BEFgz/YwM/NV3vogx+oBDwvJmh1FRJ0cPRCj0TB584N5ylWNbZuC1GrgcIifKTiVyWkIInxwIkE04uDv/NYAqkPEsixyeY2PzyTZsj7A6kEvPq+MaVnMJ6q0tz07hw/L2R4ADyYqzM1X2bz+2caoXNE59nGCwX43m9cHAejucOLcE31uxAN2j8KxEwu0x2xKI9gecr6gsWbIS1fTY789WiCRbNAWcy6LMBaZR8NDXhTlMfXT45bZ3dzezbsF7owWePmFOMGAvcDeGSsgyQLdnTaz6e6YvbD099ive7rc9HQ93k+/TyEcVFopor07Irz70TxjD0q0RdTWdRZFAZdLQlEE7o4V+e6Ppzl6IMaBPVFUVeLLr3SQztS5dbeAUxVb3+Vx2zIQ2YLGQrL2zKgD4PK1HJoOLx5sa3nHdq7cbjpbdLwADMNEsKxWA9ate0W+/+YMfp/C4f1t9Ha7eff4AmcuZPg7vzVALOKwKcGSSDCgkMnW+f3vTuJ22VRRw7AXxpt3C7x+tJ3hIR+qQ+Srr3UyM1ux+18uZTAMizde6+KbX+6mWjP44x9MggB/+zcGbDkPy+7fX2Hp/BJA+oI5nWLJ7gwEUJv3aqHYYMOwH9OEQtm0OcFxld4uD0f2R0llGtTrGgImiXQdLIst6wO8eLCNvi4PDyZKjD/Mo6oiHXEnoYBMOqc1uyDttM1An5tCSWNisoxmgNMp8sL+GKYF5y6mURQRj1vm0rUcbTEnne0uymWdRKpGtWaybo0Pl1NCkS1EUUSWBPq63eQLDT76JEG+YHs6kiQw1O9pFjMNKlWDWFSlr9vNpWs5yhWdznYX8aiKYZrcf1gika4/M2Jqi9jsmR2bQ5y9lOGnx+Zb2kIut0Rn3MmhPTFEQeDd4wvcu19c9vmGZi5jp7ywN8qBnRFczbSBIMA7H80z+qBEwK9wcHeUYMBBKl1nsM/DrbtFzl/KPjMKWUS+YC+6i+hoU4nHnPi9zzZEqiqxatBDe0xlfKJMLq/xYKLChavZZdt5ErIkMNDrIRJy0NDsmy+X1zh5NoUkCq0Uz5YNQQ7tiy4z9ouo1gwuXslx806Bas146m9zC1V6Op14m2kny7KYXajjdsr0ddsG/tDeGIf2Pl1oB3jwqMTpT1PkCxrVmr2PPq/Cnu0R5pM1btzJMztvM5/cLokXD7bR3eHG5RQZ6HXT2/N4YdUaBu8fT+ByyU9RgB88LNLb6WKg1/Pc8+XxyNTrBqXSYyaYQ7FTcE9CsqWTWiyd+YUqmmZ714oismaVv5XLl2SRF/bGaIs6CYdsJ+fMhTTzCzXWDHlwOSXaY6rNVGrSXRevlywJ9PV42Lk1xOiDEsWSjlMV2TgSJB51cu9+Ca/LjsDBTjUhCr8Qls6Kwf+c+KL9bz63wKL9KFdBEqAz7mEuWaVYBFmETM5AEiX+8T8c4dPLWUpFHb/fgcctkc01iERV1qwK8MZrXWzbGObRZJlKzWLTSJB4TOX+ozL3H5TYtMHHtk1BdmwJ85u/2sepsylSWZ2eDtsojT0oce1WFsOw2LszTLmi4fPJ9HZ72LElxKXrOdwuiZ4uJ26nhMspUyybnDqX4tiJBOuGfbx4sI2N64I4HCLJdI3rt/KtMNamBtodrr3dLlYNPk5PlMo6umayfiTAuYtppmarT50rRRHp6XQjiQKrBj1Ypu3BHv8kQa1mcvRgGyOr/TgcIl0dzqeYEafOpfiP351kIWFvW5IEFEXkwO4o64bt4nYk5MDntfnm3Z0upucqXLyWY3a+xoYRPwf2RJfxvZeioZl8cDLBOx/OtxaWznYXX3mlg97uZ/cZyJLAxpEAXq/CmQspRh+WCPpl4m3OZzYqLcLOxTv45NMU5y5mWud3365IyxiD7bEvNq89CdUh0tXpZPRBiZt388v+Vq8blMoGsZirdbwXrmbxeST27wq33ud2SS3e/ZMolXUaDRPTslgqNtLR7mJjU1zwp+/Pc3u0sOxzfT0efuvbffR2PTbgugEzC1WS6eX3xWCvB1kWefCojPAZ0Vxfj13kn56rUm7Sf51OCUGEXEFrFWgBEMRl2igd7S56ulyMPyoyNl5ifMKm1/Z2ubgzWuRH78wwPvG4ZX7tKp8dFfrsCG3sYQlDtzi4K8LFq9llomv1hkkqU8fltBfVqZkqU7MVLAGG+l0YJpxtXl/TshB+QTmdFYP/OWF+gU5bsHnK2hKWjt1cYTI718ACwiEBTYdUpgYW3LxXAAs8LgkEEVGERt1mZdx/WOTND2dBsIjHVHZsDXJnrIyrGQ4W8gZOVSKVrvPT92bI5nV+9SudhIIqV2/lSGdrqIpIqaIjyyLzyYad96/oVKs6G0d8dLQ5uf+ojNst09fjZu2Ql51bQ3TGnVy4mmVqtsr0bIXTn6aYT9QZHS/yaKqCrpsc3hfj22/0sGrQSyzipFDU+NHbs0zNVOjvcdMWcxIN2iqeTzZLLSKRqvHHP5yikG/gcAh0xl3s3BpelkqxTAtdt3hSXyoeU9F0k4Vkg2dBdYjs3manjhZzp+vXBNi6IcBHnySZmqk813gCKLJAT6fdCTuftPO1oigQjzmfyxpaREMzMQwL0bLrOLu2hp7plS/FvQclihWDcNiOHiTJbmBzP4Ph8ywUijqz8zZjprtzeZpqcrqKwyHQ0yyu67qJpllYlvAzi5KmaaFpJuvW+JElgXRWQ+CxMV7kzne1u3G5RMYnys/bFABzC1XmkzW6O1yoDrn1Hdlcg7pmksk2KJf1z2x+tDvH3Vy8muXi1WxrP7o63MTbnBw/nWzl37EsO4Xf3F5Pp5NYxIGqSow+KHDvfolNI36Gh3xcupbh6s081pI+g1WDPn71q12UKxpnLqS5cTtPW5uL4SEf2zaH6O50UyrrpDJ1fvr+HO99lGCoz82hvTEUReCDEwlEQWDfrhiyLLRSWAIClrXC0vmlgCR+flqmooDPL5EvGrhVqNTtcPLAzhi37pQxDPD7nRTLdXxehf/99x+Qzxu0x10gioyOl+mIu9i9LcTogwL/7385Sq6g843Xuxjq9/Fv/uAhj6YqHN4X4+jBGNOzVS5czfDdH0/j8cj4vQo7toQplnVKZc0uEtVNerrdpNN1fuObPTQaJrW6zu//wSTxqJPtm0MUCgaT02W7Rdzl449+aHfV7tsZwe2SmEvYi9NQvwdRgB+/M0tfj5s3Xutcxv12uyQW0jW7dd4tsWVjgO5Odys//CxYJiQzDUoVg94uF92drqfy9PWGyUKyTjTsaHWYXruVY2q2wm/8Si8e9/OvVUOzmJuv4VQlOuLO5u9MCsUGweBnS9IKgsC2zWE62l3cuJ3n9r0CrxxuX0aRfB68bpltm8PU6wbHTyc5eiD2FIvlSezaEqJSMXg0WWHdaj/JtN08FI89u0P3SYw9LFIo6qxf48f3RO1BVUUCPgVREikUNT4+nWT9iJ+BHjf1hvmZi9GtewUeTVY4ejBGV6ebkTWBFjUxmapx8VqO6dkKRw/G+dornVg/g1s++qDE3bEi8bjaqi8kUnU+Pp1k3RovbpfE5vWBz6zXCAJk83WKZY14zN6XXEFjIVlFkQXCIQeK3Gwqa+6RadgLgNulEA07mUvUcakC8bgTCwHDgKDfgaaZjD0s0dPlxuF43DWt67bC5v5dEdrjTvw+Bb/Pvoc+OJngwtUMLlWgu9PJ117txOWSuXm3QCrbsG90bFXOTc3ajig2g49fVpaOIAivCYJwTxCE+4Ig/N8+432/IgiCJQjCM6U7/3Lg84daigzTM3bor5u2YqSmwx//8BGaYb9eNejF4xaZm6tz5mIKt1vA55GoVnW8LoEvHW3ngxMJ/uV/GKdcNehsV9m7I4JpWlSrtlLf/l1hfvreHN//6QyjY3mS6TqrBz383l/vJ1/USKYaREIqI8MBfF6FcxezvHlsjpt3CxRKGifOpvG4ZEaGvWwc8fN3f2eQew/KfHI+xQenEkiSQEebk/Y2+6ZeM+RjzSof6WyDd48vICk2NfDJMxQNq3z15Q42rvVz9mKGcxezn5mfLBQ1NN1gVZ8bWYK+bluWYSFV49LVbIud4/cpvP5i+zL2yq17Ba5ct9MWz/NQx8aLzCdsSYL1a/zMLtR4+4M5JElgx+YQnZ9RrF2ELAlUa3ZTl6pIiCJUKnbx/LOgKCIb1/pZv8ZPLKJy4WqWiakyDz7D+3W7Zdat9TM86EUUBS5czXLpeu6Z702k6k/l6devCXBor+0I3H+4/HvWrPJxYLedvlIUkWDAgUuVOHYiwZ/8aJJs/tlREkDQrxCL2jTUPdvD9HW7mJ6tUiw2eO/jBKPjRdat9dPX4yYYUJZJVzwJu9msTrbYAMNCdQit79i4LsDUbI18SScSfn6BG+zorVq1kCWpFaWFAgpej8LcfI3eJgcfQBBERGwnrlYzmJmvcnh/jBf2RpmarTF6v0S9bnDkQIz2dicWFp+cz3D3fpFyRSebs2mxh/dFCAcUmzb7xDGuHvQ0I0CR9nY3jaYKZiJly5F/cj5NNGTrMS2m1AzTwvgFyY//Zxt8QRAk4F8ArwPrgF8XBGHdM97nA/4BcP4/9zv/YvH5V9ylF8/nEVqpnUwznfrNL7UjCgapjC0Ru29nG+tW+7j7oEQy1aCvx8O1W3nmFmqEgwq//vVehgd9/MH3prh0PUMk5KRY1vjgZIKZ+RprVvs4uLeNr77SSSJR5+0PF7h+O0cwoNDX48bQLQZ67YaejWv9zCVqFIp6s/DroFg0uDNWwjQtW67BsKjVDL791S42rw8y+qDI1EyFWs0gm29QrRo4FJGAV0GW7bFtH5xMtFI8l6/neDhVoT3u4jvf6OHwvljLc9E0k08vZ5ierZLN24yeew+KnLuUZc1qPy8eirNtU4gHE2XefHeO0fEi1SVFTvsBN1p0w6+83M7vfqe/xeLI5TU+OLlANtdA00xm5iqM3i/xcKKCqkqIooDPI9PTZS8qDycrdoH8CZTK+lOGtLvdyVdebufQvigNzeKDUwku38i1/j41U+H2aOGZi5vdgOajvc3J+GSFW3cf10Aamt14V1vyff3dboaHbIrjgV1R9u+MPLXNYknn3Y/m+aMfLDfUbpdEX7edShgefLrprVDUuD1aQBDg0F67gJ1M1xEF4Sk5jWXH3+nC6bTz6gDjkxU++TTFvfEStZrBl19qZ91qu6HtZ6HesKmOHTEnHq/MR58kqdUMnE6J9Wv8eFwikiD8XCqSutm8H5vGVxTtxUyShGWU28WKgyUIzY7YGS5eyzLY5+HQ3giKInD9dh5JFJicruJxyuzdYUdnF69l+fhsCk2z9a/OXs7y/bdmnlog+7o9/I1f66Ony8UHHy/w8Rl7lsae7SFeOxJndqHOm8fmSC+RfBAEEKVf3pTOLuC+ZVnjAIIg/AnwBnD7iff9P4H/GfhHfw7f+RcG4T/T4ItSs+dTWOQMQzjs4Podm2kSCjro7nSSSFXQGnZ0sHFdgE/OZ1CdMuvWBHCoAlgWDydLFIoqsYiDtojK2IMS2zeHiceclMo2FfIP/qzMw4kybrdEwGdPOrKAvi4nN+4U7cEoTpFYRGV4yIcsZVlI1rg/XsTvDfLCvgh/8L1pOmIOers9mKYdepdrOm6XTKNh8vrRdn7vtweZXajRaD6Qs/NVgn6Z7k4XO7eEUBwC7x1fYKjPgySLXLqeY8t6u1tzPlnDqYpcvl7B51XYuTVIW9TZKkpmcw3y+QYDfR42bwi2qIOLf/vodJK+bjeqQ2Rkta+lfAmgG/ZQCd2wWEjW+fh0in27InS1O9H1ZkooYqcQajWDxnrTliJedv0sjn+SxOeTWdXvZS5RZeuGYLPJzTagYrOZKLRk3yZnKmRzGqsHPEzO2Eqm0SUean+Pm/4ed1NXyWpFJJlsg3OX0vR0utA0i/27l7Nvlh7/UnjcdsrjzliRet3k5t0CoYBMoFn4X0xdPYn5RI1L17Jcv51n97YwA70evvmlLhwO8TPz+IZhceJMinDAltVY1e8hHFQQgWS6TqGgcfNeEa1h8s0vd31mysvjlvnW17q5e7/IOx8u0BZVqNV1BFFAECCdtZvBJmeqbN1otJqhnoQo2t28J84kGXtYZP2wTZMdHvJy8myS2YUq2wnZ723y3U1Tpz3uZO0qL7lmd+3MXA2PS2bNkA9dN8lm6kiKXUCfnKmxa1uIgV47YqvWDHo7VYrFxjO1kfxehTujTTHDfnvRzmQbjD8qEwkpuFwihrH0c8IvrPHqz8PgdwFTS15PA7uXvkEQhG1Aj2VZbwmC8FyDLwjC3wH+DkBvb++fw679+cOyPn+stdTB0xr2i4APqlWblz8zU8HnkZEkSKYbfHAyQUMz8AcEdm0Ocf1WEa1hsHNzgOOfJLAEge64k9WDXtrCThZSNi+5u93WDz9xJonDEePmvSKGaeFxSUTDDkRBQJItJEGgWDEZ7Pdwa7SI3yOzqt9DV4eL/buiTM1U+IPvTXDtdp5vfa0Tj0ugv8dDsaRz6lyK9Wv93LiTR2uYbBoJUKvpFEs6t0eLHNoTbY1TrDdsSYB7YyX8fglRgGjEwex8jbmFGhvW+nG7JF490m7nV8MOFElgPlHjyo08N+/k6et2k841yOQ0vvJS+1OMFpdToqvdSTpTZ2q2SqVqsHNLqJXnjYZVvvKKrVPS0EwO748Rj9m88PlEjXePL6CqIkf2xejqcDHyDN0ZSRJYt9aPSxVJZxvMLdQYHjJIZaoYusnwkA9RFFi/Zvlnd24No+sWumErW7bHVW7cLhAMKGxtirktHsNSxCIqLx5sI5WpMzVdhaYGTT6vsXVT8Jk57FrNwDAtNq8Psn5tAMOw+PRKBkWyi/MH90Sfq8o52O/F65W5cTtPuaxjWRaFksbVW3n27Yi08tFLoWkmkiSwYa2fQGAxmmpw6WqWg3uidMZdjD4oUSrrtMXUZca+UtHRm4JoM3M11gx5W/TgNUM+5hbsnpUPT6XoaHeye2uY3k43xZJdfJ5bqDHY9zQ1s1zROX0+zVCvl9H7JTIZjUJRI5lu0NvlIhJSmV+otwypbjQlTiwJ1SGxbVOIu2NFZudtnam1wz5CQQVdtxBEcMj2EPLtm4L0LKk/jT4oMjZuK5Uq8vJrWShpjI0XqGsQi8hsWGvfI3fvFymWNb7xpU4uXs1x7VaBnkW2kmWBJfzSevifCUEQROB/Af7Gz3qvZVn/GvjXYI84/MXu2ReD+QUugiw91sJf5OKvGvBx/Zbt1Xd3qwz0ebl4LU+9Ab2dKldvF/F6FI4caOP6HVvuoKdu4PHIFEsN7k+U+PbXutm5JczpCykmZ2p8cj7FmkEvu3eEObQnxpmLaS5cqlGqGrzxWgf7dkU5eSZFKCjjcMgIWIw/KpPO1HEo8db+Vms6tZpJR9xFJqPT0+lmz44wpgmyLOB2Saxd7efBoxLVus77J7LN/LKdxnA4RA7vj6E6JMoVjZm5CifPpti8IUhH3EVb1MmGEavltc7NV8nlNdav9XPvQYkbd/J0xFQqNbubtr3NyfCg75n0RadTIhZReTBRJh5V7UYt/XEO2DAsJmcqRMMqPq8dceTyGp98usC2DQEO7IpwZ6xAtfp8BU+AoaaBaW9zMtTv5ePTSaZmK3R1uJoqko+bfNxuu8PToYg4FDs/7ffbtMn5ZB3hZyRSJclm/MRjTtYN+xEEgUy2wUKqTvl8io64s6VJs4izl9KkUg3eeL3T9swlgZcOxanXDcYflfEvYUPpugmC0MoZy5LNgspkNW7fy9PVZPLomrXMWSlXdAzDwjBtz37rhiCb1wdIpuoYhoXDIeH1KkiyvfgN9Xuac3mXG8Hzl7MUyxpDfR7ujhUJ+Ox96+504fXIfOnFdsYny/zg7Rn72TFMtm4Kkso26O500dP57BpLOlPn5Lkkq/o9/PrXe4jFnDx4WOL2aIFwSGGw382uLaGWIZUlEdOide2Gh7z093qoNwwausWHp5KsX+unPebi17/Zy0Kyxnd/PM1gn5vf+fWB1naG+r2EmrLMT7K0MpkG759I4XaKvHb4se6SrlvcHy9z7VaBA7ujT3TWCliW+Uvr4c8APUtedzd/twgfsAH4uLnz7cBPBEH4mmVZv3xDa38GhC8ij7wkhZnO2f+PP7I1dAB++l4Sr0eho01mel7n/kSZgE8inWnwZz+Z4R/+vdUspOrk8xrjExVWDXgAnZ+8N4siS3z1lU5S6RpjDwo0NM0uAj4qMTlVYWKmwqb1QaIRlXrN4Msvt7duov4eF28esxUsb90rIjT16k+fz+BUJXZvsweZ9HS58LhtKYLXjto3bS5f4PK1LPdGZQ7siTIy7GebU+J7P5nm+p08f+s3+gl1O3C7JI4ciDPU523puEiSLc1bLOnohslcos7ZS2mSmTojq70MD3jZtD5AKlPn5p0CN+8WOLRk0MmTiMecbNsQpK/HjSAIy9IfC8k63/vpNAf3xtizzRYcS2frWJbd0bxmlRuHQ+TyjRzhkNqSQXj2dTSxTAuXU7QlkvtsbfdFg7FYL9iwNrBMUkDXLSoVe/Hauz1MIlVvSThcuJph+6bQc7938Vpt2RBE0w1OnU1TrT6dNoiEHNy5V2Rq1pbBgMfc+e1bHBiG1VLAPHEmhSQJLcXSUlknl2/Q3elEVUV8XrvA+pVXlhvWc5cyVCoGR/ZHiYQcuN32hLDrd/K4XLbA2NEDj7d5/nKWDWt9BPzLj23tai+NhkVXp4ueLjdjD0qMT5Y57Ixy406hKeMhEwmq3B4tojgkXj8aZ/vmEIJgPbdvoSPuYv/OCB9+ksDjUfjW17oZHvIiywJvHptD081l6T6jyZBZtKn2vWPfP6ZpUqkaqM2hJIt6P8WSTi6vLTPEXo/8VOf1IuIxlVJJw6HYw04WMbLax5vH5phdqD0VQQkiX6RU+HPhz4OlcwFYLQjCgCAIDuDXgJ8s/tGyrLxlWVHLsvoty+oHzgF/KY39F4UFjAw1ec7NjFC5auF02pLJ2VyDydkqsizicUOtamIaAk6HiGGZnDqXZGamhmFYDPZ7cCgCuXyDYlHn1r0C9+4XURSZ/+73ViMIEucuZbh6K8vIGj/bNwXpiKl8ci7ND96ZZWzc1u4Am+O/dX2QXduCnDiT5Kfvz9ma8LrJnu1BZudrTM9W6elyk842SKbr1GoGum5SrZt2Udcl0Rm3H0xdN4m3OZFEgWrtcSFVdYisHvJRrtr7axgWDc3k+OkEp86m2LbRHqAS8CvcvFvE4RBRFJFsXqNQ0ti3I0xH3Em5oj9VAL14NcO1W3nWrvbhdsnousXUTKX13ZIE0YhKW5PDnkzXm4bI36JyBv0KPR12ATKbe3YeFuDshQwfnkpiWRAJ2tOVljYjedwSa1b7ibctZ5LYs1BtRlAiVef4J0kWknUM0yKVqT+zSAx2dGJZtgb+R58kGBsv8/LhOBvXPZ12WrPKz8F9MWLRpxcOXTf56FSC85ftxp62qLpMrvn+wxJnLqRJZeqEAspzG87Wr/GxZYPdPHZwT5RYxNmsMxhcu5VbpoWv6xbFksal6zne/XC+1QQFtmHu67F1ePw+hZE1fjsiVCXu3S/y43fmUB0Sv/3tXl5/sZ2eDhd3xor89L0Zznyaeea+gZ1PP3KwDbdLstMoDdPucB7wMtjnJpVuMLvwuKHL0i1E4dn6WNm8htspLquX5Ar2sxF/TmrsWUjnNIolnYE+9zJHxO6iN+jvfQY12bI1fn4pUzqWZemCIPx94D1AAv69ZVm3BEH4fwAXLcv6yWdv4S8XpC+oU+33q0Ct9doyobtLJZGsNwecm8SjFv09XltMS7RwumSmZkrUaybhiIyIhN8nUa0ZRCMqqiqTLzb48TuzbN4YIJfTUWSB1YNuiiWDRLLO5vUhCmUNyxKoVDXe/mCewX4PG9b6+PRKlnBYYaDXS8BfBMseCOF2SRSKBuuW5KQvXstRqxpIErTFnHjcEuvWBDi8P8bcfJXJmQprV3nZvCFAe5uTBxMlHkyUGej1snaVF0EQmJqtMTlTYaDXw4OHJTKZBnt2htENi1jEQTTk4NL1PI5mA8raVT4Geu229flEjVPnUmxaHyCf11i3xo/XI2NaNDs8bdx/WOL+wxKvHW3H55URBDi4O0J/sx0/FLQnDi3lsIeCDnZts8dGHjuxQMCv0NPlfkpHvqfL2ZRaptlTYIu9LS5uHrfMxrXP1p5f9Erboir7dkWQJYFwUCESdDD6oNiiXC6iWjP48FSCoX5vs5tTxuWSnlv4VB3iM787m29w8kwSp/p4MtfGdY/1fpLpOuGQg4N7oly4Yg/qfuVw/KntAM/UFpqarSJLEv09XgpFvWUggwGF9WsCnDiTQBBgdqHG6oFny2Iv7eLdsj7IibMpRsdLhPwKWzYEsSyL908kMAyoaybpTB2/T3mmpy8302GpbAOtYaA2nQefT26yuR6/V2wVpJdLTOfyGpIotjjyYNcspmerOBwiHvdn92ksRTbXwMLCpUrL+hpM00JAaCm+LkZfYPcHYFq/vDx8y7Letixr2LKsIcuy/lnzd//kWcbesqzDf5m9e+MLnrHrt5e3tBsWJNMaLpeMQ7HZOOWyxVyiiiBahAKO5s0hkcrWObCzjc64k3xBZyHZ4OBuu+VbkkQsLNuLqmqsGvTR320/fNGISqGskUjWmZmv0tfj5cDuCJGQg7c+WODhozKNhsXYeImtG0K8/pItj7tlvT1m7uMzSX7w9ixzC1WGBz3s3Bqkr9tj5yodEtNzVd4/vkB7m8qh3RE8brvJa6jfQzjgoFTSGRsvcmu0yFvH5ujucPLyobambIObfbsirBrw8Wiqwo/fmeOnx+bZvjnI6gEvxZJuC201C5o+r8xgrwdJFJiYrlAq2x7jQI/b5kTn7bzZmlU+Du2N4vXYn7t2K8/123neO57g9mgBhyKyasD7TJkAn1dm07oghmExNVtteX6F5iSlaERl3bAf3bDYuz3Mnu12c9DZC2mOf5J85rSnJ6EoIuWqPdavUNTZuS3M/l3RpwqxkiTg9ci4nBITk2W7we0ZhcqfhYZmMvqwRDikPHMQyoUrGW7cztMRd3FwT5T1a/zMLdR+bh2XNat8vHY0zo3bOT48Nb/sb/GYyo7NYeoNk48+WUA3rOdGT4vYsjHIX/t6N5MzZX74ziyJpO0kHdkf4/B+u1/gp+/Pcf1O4Zmfl2WR/buiSILA1VuPn7nhQT+WANduZVu/E8XFyVKP9+nOaIF/+4ePWLvay65tYSzLTk+9+f4cl69n2bM9wo4twWXfWShqfHI+1ZxV/BiaZnLzds52NgSR77850+ohaY872TjiJxZ2cOFKhj/8/hTVmn1PW5b5M5vUvihWpBU+L8wvVrQVn/DMXE47d1iu6rhdNmWyXLEn8LRHnZRKBh6vTMCrICJyeyxvSwJsj1CpGJw4m2Kw18NLh9rQdItEqsFgnxenU6S7083aYR8XrmU49nECQRD49W92Ewk7KBR1Tn+axjQs9u2K4HDYYmKabvLdH89w4WqWjesCdLW7UBwiXXEnj6bKvHVsntujRTatDxCPqvR2Ojmw2+4svHIzzx/+YIq7Y4WW0du1LczXv9TFiwfbqFZ1LlzN8tP35tCbQzOCAaVJA7WVNg/tjdIZdyIK8M6H8/zH7z4itSTV4XHLbN8SYqjfw5df7qC9zUm1qnP9dp6PTye52VxQ3S6JeOzxQInd2+3BE06n2OqwBNvzHX1QJJtv8NaxOeYTdkpt7WpbJ+jwvmhrG5WKwex8jUqTw33uYoYLV3OtQeyrB72MDPs+swMU4MbtHOcvp+ntdLJtUxCvRyYUcDxTxqFSMSgUNEQRyhWDfFHnZ60nmmZTMXP5x4Yn4FXYuiFELPq0d/5ouoLLJbG7uXCFgg5mF6p8cj61rNdhKbK5BoXS4+27nPb5lmQRw1h+/H6fwoZ1AdrjTtqiTnL5Bm8dm2dypvLkZlswDItYRGXj2gDRsML7JxJMzVZxKCLDQ35Uh0ijYdHTuTytcu5imh++PUO9bjCy2kdfj5uHk497GRyKwHC/h2RKa6WXdN2wfXtBQNNMHk6WuXWvwMx8hR2bQq0pVLW6wdVbWTLN+cLdHcvTMOWKzrVbOe4+IeIniAImAuuHAximyd3RQotv393hYvuWEPmCxvhEmcnpcovBJyAg/oJSOisG/3Pii1wD3YByxb6YjmY0WCpDrW5SLIHHLRKNKBTLJqpT4rWXOihXde6OlihVNP7aN7p4MF7mw1NJuuIufu+3+tHqBt9/a4brt/J8/fUuOuIqbx2b5/54mUJRZ9/2KB1tKopDYPOIl/GJCm8em8ftlti7I0ytYXJ3rIRhWLRFnVRqBnJzas/EdJmL17Ps3hZi7Wovow9KrYOfXajyn743yVyixvZNIY7sj7FmyIvfK5MraPzgzRne/mC+eaw21W7H5hBvvGYzL370zsyyfC7YOe4tG4K2xohD4sadApPTVVyup29PQbBTTnMLNX787hwT0xV2bQmyaX2QStVoyQ7ous1y8HsVYhGVgR57Ju7igjQxVeHGnQLVqrHMUJumxanzKa4t8Q7b25x8+aX2Fq2xp9PWgq9UDVs/3au0+PjPvwcsTp239VYW3/9ZvHRFsfPblmkSCMi8fKjtM3V6TNPiys0cn15OM594nDp0OiVeOtTWkjVeRDbXYHqmQrls4Fui8Dmy2s/BPdFn6vTcHSvyH/9sggtXsk/97bWj8WWpIN2wmJguk0zV0DWL4UEvLqdEsCmhvIhcXuPhZLl1XT75NMXJcykKJYO+bg+rBrx4PVLLM963K8K3vtbVqr8sHvtiLevU+RSlss7XX+/i1SP2sJP7j0r8uz+awOWWeOmFtlZaRWrOWhYQyOQanL2YZqjfy5df6kBWRD48Zc859nlkXKotz/zw0WNBtNb3W5BMNRh9UFoWGUkibFrnx+kU2TQSQFZE3v1owU7nCAKT02UeTVVxqLaj4V+UfBbtQUsrapm/DPg5B2gvxVJxr5D/8Ytq87n89W/24mlS18J+hVdesI1LQ7P51S8diJFINZAU2Lk1xNZNYbIljWJRY9/OMIJgcXesQLHU4P/0N4b42msdxKL2YJTpmSo/fG+WHZtD/NrXu9m+OUSlbvLJ+RQPp4oc3BPltaPt7NsR5Xd/o5/VA97WQIa3P5jnD38wjd8n85vf6uXQnqg9EnGqzIkzqZa30tvt4Td/tZedW0Kkcw2m56rMzlc4dmKBStVAEAQ2rw/x1Zc7qNYM/vD7k1y4knnmDS1LAu1xlWjEgbjkxCVSNT48tdASvnK7JHq73bx4MM5rRzsIBhRu38vzwYkEyXSddz5c4O79xw9nMlNnZq7aEvQaGfa35ta+/mI77W2ulj6+xyVTqRpcvJptSSU4l3DlB/q8rBv2U6sbJFJ1Pr2a4eTZz07pCNgP/+7tkacigXv3i1y/lV92PlSHyI4tIQplk7MXM5Q+Y/A70GoWGur3PrsQuASWZS9qpYrOK0fiVKtGyxOuVHXu3i8+c9B8uazTFlVbXPKlWOT9L3bV5nINTn+aoVjSefFQnNWDPjxuma0bgmTzWislN/awyOXrudb3b1jrZ9OIH61hkwMcDoGZ+RpvfzhPvqARCjieUkcVRYFvvdHN0YMx3v1wnut38/i8Mm1Nmu7ZT1O0x1T8Ppmhfs/jZrJmU5eA3a9x9EAba1f5KFV03v94nvuPbIdIVSXe+FIXLqfEB6cSy7piAUJ+ha+80sFrR+PLvHJBEDBNePPYLJdv5Hj1SIwNa+05ubPzVW7dKyFKsHVDiO1bHiuTYgm/MMO8YvA/J6wvkNJRlzhLC+mnc5jDgx7KZftBkWRbETMSbmqTCyDJIpZl2tKugoAoCfjdMpJscfVGlhOn7WYsRbGLX4uzOX1eBYdDIJvTuHQjiywJPHhUYus6P20RB3ML9qSnUlnnxp08+WZb+Ia1Ab71lU7m5mq4nCKJZJ33jy8gCjDQ6+bLL3cwO1/lo0+S6IbF7LytcihJIr/5q71855s9TExV+fh0igdNOVnDsIuaB3ZFCIccnLmYYfTB4xC43rCLYrpu8u2vdvO3fmNgWUPS5Iy9vVtNed+AX2HXtjCVqt7y/lwumUrVll8OhxS8S8TTtm4McXh/zJbINe0egCd1TxaSdd4/sUBXp4toyMHMXLVl8B88KnHr3vK8cSyi8uWXO5Z1zy7F5HSF8ebUJkkSOLA79sw8ejJdZy5ZW8bFvnm3wLGPE3S2qRzeFyP4nIEfi3A5JV48FGPDiJ/3P17gwYTtNWeyjdYitwh70EyEHZtDmM0u4sV8d7VqUijYzJInF7Ctm4J862s9rYJ3Nmenw+6M5Umm6tTqjyOocMjBkf0x+npsLX+HYjet/eidWT48mWBypkIqU2d9k6GzGFF0d9iieru328ysP/3hFLOzZeIxtaUX/yz4vYotz1HQcC55XzSssm9XlFePtHHtVoHzlx6zfBbPt4X9zLW3OXG7JTaOBNB1k/mFGlqz5tDT4WL/rghTs1Xe/GBu2Xe73TI7lgxHX4quDhdej8KVGzmGB/3s2hZBEASM5rUpFjW743qJ1LXVHHK4ktL5JYDws7pmnoUlH3E6wP0Eq8vQLcJN47M4uKGtqToomOD1OpBEwe74w8Lrltm8MUi9DtfvFJhZqCKYMNjrWjaf8+FEhUYDokEFpyryo7en+Q9/PEEo6OCf/MP1fPXVDuIxlR+/M8O//+NH3G+Gq+cuprlwLc9v/1of/+jvDePxKOSLtjCYLItIEvh9Ml6XPTrixp0CV2/m+eTTFOevZPB6ZLZsDPJrX+9iqMmOqdYMxh6WECWRr77cwdrVfs5dzjAxbedz5xeqfHwmSSrTwO2W0Q2L908skGlSSDevC/Br3+xZxhyqVO3u3qkZm2rX0eZk3Ro/gYCDfTsjRMIq+YLGm8fmSKVrLCRrHDuRaNFSFzE5UyGZtruV168NEAk5WLfGz6tH4i1DNDNXY2K6sswIFooayVSNrRtscbInPffR8RJ3R4vLir9vfTDHxNTyHPaeHRGO7l/++a52J6sGPQQCdkOPIAiMjRc5cSa1TKCtoZmtnLrfq+B2yQT9DtxOkUSqzvsfLzA993TOvC2qEg2rWFhsXOdv9nbYevL7d0U4cyHDgyfSF7W6LVFsd0LnWmmzqzcKTExX+OorHS3vWxQFOuLLp2+pDpHhIS+vHI6TztT5l//hAel046kahmVZXL2ZI5GuoThEklmNrRuCz5VTWMRAnz0b+NFUhenZCoWShuoQ6evxcPueTRteKnMiYDb1dEzyBVspdGa+Sl+3m03rQjhVkYeTZe7dL3DsVJKR1fZUuEVN+2JJZ+xhiVy+wfsfzzPXpHzqukk628CyLKJhlV1bwigOgWMnFsgXNFKZOoos4PPZ8xhGHxRJLYkaRMF+zn8RKZ0VeeTPCeELVM+XLhGq084dVmqPH9pKzaAj5gaKVJqh7SIXWnJgc4WxPZFFo1Cv25V8TTfxqhJ1zW7xX6p9spCuUa5qdHdGeWFvG1eu55icKZLOavT1uOlr5nXTuQa1mt5SiZycrXL5epaj+2OEQyrf+WZPs3vV3vb9h2UKJZ1yzaBaM9izPcy1WzlOnE4QDTs5vDeGyymxcV2wtS9+n8Irh+O4XBL3x4tMTZfI5LTWAhWLOlnV7DEA+PRyhgtXsgz22sPQFUVk/RPesd+r8FKT9WNZFsGAwrZNIa7fzuFQBO4/rLB1Y6BFfXPIAqsHPcu8ZU2zxd3CQQeH9kaXURuXpnH27ggv68rM5htcvp4lm9P40ksdz2T9bNsU5PK1LAvJOu1tTmRRwN+MupZClgR7Is4SeNwyxVKZQkFrNWU1GibVur7sDrxxK29LYx+IEQk5cDmlVpNavW6weX2A2HMikHxB46NPkmwc8eFwiC1qoNcj093lRBTtvP2qQS+yJHBnrMj4oxJ93W5mFmoMD3n5yiudZPMNhOd4pJlsg5n5KmuGvJy7lMbtsvWHNN2kM+7C65WxLIvJ6QrRsAOPR8EwbUcmkazzjdc7uXm3yMSULdP9PGRyDU6dyzDY52H9GluVdbDfy/ZNQSoVnam5Kls3BqnUdDLZBuGQA9MUmqo1tmRCIlPnwaMibpfM0YNtREIKN+4UMC2Liakqe7eH+O/+zupW1/L0bIVrt/Ps3hbi8vU8hYLGr3y1m4dTFS5dy9LX46Yt4uDowTa6OlzMzFVJ5+qcOZ/G65F57Wicnk4Xl6/bE8H2bA+ze3vE1vf5BXVerXj4nxNfZNVd+glBWK6tA9DQDBrNjqxFJ89a/MGkNXZNXPJZVRUwdVvqQNMtJAk0bfmGYyEHDkUgkba9DcOwqGnGU6P7VvV70HSLW6N2WN/ZpmIYFuOTtocnio+7V4tlnSs3srhUkRcPteH1yDQaBm9/ME8o4OAbX+p4LlvF57UlB37w1iwPJiq8/mI7XR32IlOt6bx3fIGPzyQB2+v969/u/cxiqGFYLSXE67fzvP/xAqWyxvRsDU2Hnk67Q7i/x004pHLjXpGFZH0Zf1tRRF7YF2X75mDrd1pTrXKpOqaiiMu81U8v28b+0N4oDkXg5NkU9x4sZ2nIkkClalBuMl7cbpnD+5/Wvy9X9GXNYmB70wuJOsXy41z6+rUBXnkhzvxCreW193a7kGWBk+dST6l5qqrEyLC/FaVozeEri3CqIp3tTgzD4r2PFphsRluLg8zLFZNPr2QoNSOI1QMeQkEHXq/Mq4fjrdRhKOB4rqDb7EKN2/cKnDyXwtCtlozC2lV+fvc7/YSCDqZmKvzrPxjnx+/OksrUEQVbEfTQnjBrVvl56YU2+no+m5L61vuz3GiKv42s9rF3R5iRVfa9MzVT4d5YEZ9HYePaAJ5mV6woNMcIWnZ67uuvduByyZy7nGF+odas87QRj6lMz1YYfVAi0nQ+AIYGvLx0qI3eLjcBv8S5K1lm52t0tDkZWe3lveMLvP3BPKpDZMuGIF9+uYOeDjf9/R5OfZomm9UY6vdxaE+Eydkqp86ngKZoGr8YtcwVg/858UWCrKXNHpZph5JLoSrNiQc8bgEpF+wQb9GgW1g4mm3eum6SzWqYlkXA52AhUUNVbB2TRRRLGu+dSKA4RDrbVe4/LFLXLIJ+hdH7yyV7H01VcKoiyUyDRKpGMl0nFFTp73lsbA3D4uzFNI8mioiiSCzibOXA74wVyRUabFwXoC32bJ0T3bC4fa/A8dMJPB6JkdU+No4ESKXr3H9YolDQ0HQTj8t+GCMhB4P93s+86e8/LPG9n04z+rCI0ynh89rKkK8djbNmyIvDIZJI17l+O0+hqLF3R5j9u56WFQ4FHC3jBba3+PGZJBevZp9ZiE1l7Hz19s0h2qJOTMtOLzXqy6+r36fwpZfan+LPX72V4+rNXOv1+GSF0xfSFIqPjXs45OBLL8UJBZRlrCZRFLhxJ8/tu/biEos6beXGHvdTjUiFotZKFeiGxbGTCS5ee8ywUVWJ3dvC9HV76Ot2E3pi8IvLKWKYFlqTSuv1yHZ3cLqxLKKpN0xm5qvcHi3w0alEa5YrwNpVXl7YF6VSNehsdy0z3IuOwfhkmWDQQb1hcvVmjum5KhevZuhodzMzVyUUcPzMdE4626Cz3cneHRE+vZrl+p0Cmm7LSXR3uQmFFK41xfgWF24Lm5ZpNZ/Has1E0w38XoVkpo4gCPi9MtWKgcMhLjsusFloQb/C6HgJSxBwO2WbRlvWmZmr0R5VEUXh8YQtbEaPqojU62Zrzq6i2FIOi1G9KAoIwkpK55cE/3ksHVGwZ9ouRa1hoi/eTM2HoKY9/mytrmOa9mg9URTIF7XWQ6cbJuWqgSQLy9rqP/k0xcxclaBPYeuGINdu5enucmLoJheuZFFVCZfTVgiMhFQiYZU790oM9ZURRZG924O4XVIrzM8VGrzz4Twup8jWjUF2bw0xOl6iq93JxLQtTrZx5HEHp6abJFJ1Aj4Fr0fm/niJ46eTxCIqv/rVbvxehZm5Kmcuprk/XmL/rgh/7es9y4aZPAv5okalYhCPqcSiDu4/LLGQqvOP/t4wa5p68bIkcXeszLETC3zj9U5eORwnGFB+bo8pGlbpbFO5cTvHhhH/U8XdRsMOuAXg9KcptmwI8srh+DMjm2fJCxeKdkHUMCxu3s3j9ykc3hcj4F/+ODocIsdOJJAlgRf2x1pG74V9sWX04I6465lTsy5dy5EvanzllQ40zSQcfDbnv1TWmZqt4vfJLCTtQe6yLNLe5mLHlnArhSGKAkf3x56iJs/MVjh7KUNPl4v5ZI163WhRSBe389IhhUvXsnx4qkQsohIKqow09YaCAQcv7I2xasD+XlEQGB7yYpk282f0QYE9OyLEIra8hqZZyyIKw7CIRZ3UNVsnKR5RKRR03vlonp1bwgz1e3j1SAcXLqeZmC6zfm1zapZlU3QWOTEzcxVu3C6ybWOAHZtt3aXxyTKnPk2zfXOAtav9yzpiS2WdD08lSCRrdLc72bjGzvG//cE89x4U+a1v9SGJdr1L00xmF2pcu5UjX9DYsy3Ezu0hZuYrvPdRopVSBHtR+CLkkJ8HKwb/c+KL6OHrSyJtt0cmV7BXfEmytfJ9LplMwS4kBppCSkozua3rtvKhLIpohs05lkS74JMvymRzOv3dbm7cKXL+QoYt622t78EeL9s3BbhwJcf7J5Ic3B1lY6eLF3bHOHE2yT//tw9YPehh26YQu7dHiEVVvB6J1QM+0rk6N+/kOX/JbsL6+pc6iYRUfv2b3Vy+Zg9iSWbqjN4vsWt7hH07w02d+mbhuazzzofzJNN1dm+3tefdLpH9u8O0t7m4dbfAto1Brt/OY2gmWzbYhdL1ax8vGM9CKl3nT380jaIIfPuNHkIBB4f2RJAkcdmi+uBhkdEHReIxlYBfeYrG97OwyI+fmqtRrRqEntitznYXrx5xcPNuntn5GmtWGcsihJ+F3VtDzCftiUcTUxW6Ot1s37Q8CtB1u0C+aV2AW/cKHDuxwKtH2lEd4nOFup7Elg0BKjUDTTP55Hway7Ja3cFL4XJJuN0iN+8W0HWzaZDtIe9PyjU8U85AtkX3+nvdTE5XyWQbLW6/ZVnculPgwWSJdcP2lK9H05Vl29nSHO23+P7LN/IsJOusbU7junQ9RzLdIJVuMDFdodEw+dLLHY/rXJLAgV0RPr1iT1IrFDUmp8vE25ytBS4edVAoG1y7lWdowIfbJbU6bRcXsGJZp6PdyeYNQVwuiXePL+D32ZLGsYiTjz9J0NFuj9u0dfLt1Mvu7fYMinePL+DzyGxa52fdGl9L1XM+UeXU+TSJRJ3+Pjf7doTx+x18cs7utnY6Jd54tZORJiFBEL5YJuHnwUpK53PC/AI8fG0JpblWfVx0W2QMlOomxWY4rzhE3v5wrpW7NU2Dc5cygImum+QKGh63bA/r0DU64ipbNoYxTZPzV9IkUja5f81qH7/29V68bombd3PIisCaIR/hkIqmWZjYNMjZBXuw+MHdUXZusYeE79wc4uiBKH6fxNsfzPGvfn8cXTcZWR3glSNxujvtWa5er0x7zEGxZNDenB+6SJGMRR3s3xVhoMfF6QtppmarbFgTsKdfPSqTKzYolXXicRevv9jxTGNvWZadvriXt6mUqsSaVV4O7Ini98nkCzrZgr2NRe9d100+OGVLF3/t1U5i0Z9P6CqVrvPe8Xkmp206Y1+vh60bAi39mSeRzja4ebfIlg2B59Iyn/td2QbHPl5gZr7KSy/E2fyEGNrUjN0kl8036O12s2ldgIFez7JO4Z8HoaCDZKrGe8cXiMccTzdf5RtcupZFEgXaIvZ5Orgn9tx8/LOQSNU4cTZFMlUnHLJ1/BdVUQHu3S9x5mIay8LuAF/t5+VDcbZvCj1ze1OzVc5fTNnsLEFgoNfDV15qJxxUOH46SSZbZ+O6wFMCb309Hr71tW7CIZVT59JUagZHD7S1juX6nSJT0xU2jPhb6SjThKUWf7DXTamkMTZeQhTs+cMuVaS708XUTIVY1EGlYrTSZMGAPX5RUSTCQQWwuP+ojCQJzM7bkQ7YQnKyJCCItKjVH51KkC9qrFvj4+DuMLfHipy72KSMmtYXIof8PFgx+J8T4pJTJoggiOKS/8Vnap27l3QWlioikiSiyIuft4d/N9OkzM5p/ODNWeYSDSIhiXDEyQcnkvgCKn6vzI/fneXd4/OYQDzqwTAF6nWdvm4PpiVw6lyK+USN947Pc/5Klu4uN/1dHm6PFpicqTA7X8XtkjmwM4puWNwZLTE7X+Wdj+a5M1bk/kSZ3//uBIIg8d/8zVW8sD+G2y1RaOYh/V6ZeFSlI+4ikWxw6XqOB49KLCRtJc33jtsNK4f3tbF5fZBwSOXArgjr1vqZT9YxTYuuDic3bhVYNeBh/RofpmkxNr6cmgag6RYXrmT4yXvzpLMNfF6Zl16Is27YjygK+H2yPey6ObAD7ELXUJ8HRZaYTzxbhfJZ0A2TRLLOB6cSzCVqjKz2862vdT/Xcw/4ZCTRjmayuUZroft5EI+qOJ0S4w/LuF0SsixSKuutHLHTKRIKKq20SFeHLdB29mLmszb7FCoVu7/CsizWDftbIxIXkclqPJqqUKkarBu2xy0apvm5ioWJVMOun3hkbtzO0RF3trz3fEHj4rUs4aCDlw7F0XWL+UQNUeS5hf1gQKGr00U212hRcp1N+Yahfg/jE5Wn+gqWQhQFNNPE71WWyQ6LgkVdM2ksuU6mZafmTNPAsixGx8uk0g0s7EjmwO4IDc0ikazhdkvcvldi784Qe7Y9rgONPihy734BQRRxOMRmd3GdesNsSWF0d7p547VOAj6FB49KpNJ1PB6Zg3tjpHMa5y9nmZmrEgk199daXIdWirZ/4Vg00jbEJ/5/8mcbpmXraggiOJ3269WDbhwOsCyBznYnm9f5EUVbTjUYVEhnGwQCDg7ubrM1OXSD1at8TExXefP9OTQdvvXVLgb73CRSDbq6XIT8CnPJOmcvZbAsOwcsSQKqS8LtkjlxNoXDIeL1ynQ3G0nujxe5cDVDOtsgm2vQ2abaOjqywPXbRdrbXPR2uHnr2DynP01RqRnkChr9PR42r/cz/qjMxnUBRob9yLJAZ9zWTBmfKFGr2++Nx5xUKwYnzybZOOJn9aCXBxNlAj6FtqitQHnjToGJSZslssgzdygiX32lg6+80k7Ar6DrJheuZpidt4XNsnkNn1fmzqgtxQB2eL9vV5RISOX0hdQymYEnsVTIq73Nxa98tYvd2yKEgw5u3M7zwclE6z2VqrFMo0ZVJQYHvCiKwIenEtwde7aY11Jomkm9Yadqjh6Isb0pwlWrGXxwMsG1WzkAYhEnL+yN4Wn2I1y+kSOdbWBan7OQJwiIomhLET9RS9A0k3hM5bWjccIhB4Zp91P85P35ZVo5n4XFxftLL7ZTrRuc/jS9bKarxyPT2eFk03pb2fTu/QKnzj1fpwdsqm0w4KBQ0lp02tY+6waZXIPqZ8y1FYD2mJPp+UrrfILdDavKAonUYydAkiS7sVG05yJfvZUnFFDYuz1MKlPn0XSZh5Nltm0OIwgChWIDEaGV8itXdPJFjYBP4cbtHJZp7//MfI0Na3zLCs2aZqIoIoZh8XCyzPq1PtxOiUbDoK6ZYAnEm7RoQeS5ss3/uVgx+M/Dn/wJjIyAxwNDQ3DqFLB4EWxv/nl47O3b/+yV3ub7er32zRIMyYiICII9g/OFvW0IoohlifR3qk1lQYvf/bU+olEH2bxOR5uT3/hmF/PJGslUjX27Inz15Q52bQ2j1U3uT1SIhhX27Qjz2tF2dm8J8Wiywuh4mU3rAuzcYssC93a56Wx3s2d7FJdL4tbdIvcflnkwUUGWRTavDzA85OXOWIGFRJ31I366O1w8eFQml2vwpRfbGRn2sWm9Xdidna9x806eQkln68YQlYrJ9GyNqzfzHD+dpFY38PsUuuJO/F6ZtjYna4a8qE3xMbdL4sWDbWxYFyCX1/j9P53g9Kc2RS0WdbJhbQCHItLQLOYWaqSzDaZmq/zk3Tly+QZHD7axeslwbrdL4uUjbaxfE3jKQ8/mbV3/+w+LvP2ETrvbJbNmyIuA3d2sOqRWuH/5epaPzyRbXrgsi+zbEWFkdYDN6wP0NYdbVJYMVH8SZy5kOH4qgWladLa78Hltj08U7WlLS8fmLULTTKZnKnS0OTm4e4mgW9VYJi73LCymJSwTxidKjE88bqS6cjPHR58kWguBPWkqzs7NwZYo3CLS2cYyQ26aNvtleq7KsY8XKJV19mwPsXl9ANO0C9kzc/ZoxlJJZz5hf3ZktZ8DuyO4ntGzcGesyO1Re9F0qqLN1lryiI09KHH1ZoGeDheDvU9TNC3LIpGqU64YOBQBEXs4S0MzMQyTUtVAVuWWeB8sjje0vWm3W2b/zghbNwXRNIs//dE0N24X2DASoDPuxOWU6O52c/J8ivlEtbmfEpvXBQmHHNy9X2Ttaj9vvN5JOOho9XBUqgbvH1/g4rUs2XydjSMB4jEXo/fLXL6R4/UX25FFAY9HfDyVbFHv4ReAlaLts3DsGPwP/wP86Z/Crl0wt7SV+gtciSXPv+0dWJSKJrIMNKBQbOD3BhFFO68oKyIItAZbt0UUDAMcikS8zUVDN3E6RERRxO0WeWFfjO+/OYWmm4ys8rda3z84lWQ+VefVw21sXhdoGYvN6wO8eWyOU+fTeDwS2WyD3/m1Pnq73Mwlqnz3JzMc2R/l0N4YLlWip8tFd4eL/+X/l+UHb8/xt3+zH7/P7t5dtzaAZVlcv13g9MUMX325nRcPxlpsolhURXWIpDM1jp9JUygbvHSojRf2xZYZ48VcuaHbrKNbowWqNZM1Qx4Ewc6jLp1/e+pcklrDsKdUBR1Ua7ZwWjTsaNLplGcWKC9fz1Eq6YwM+yhXnu5JuHIzx9xCjVePtLNu2EdDMzEFWDPkpbvDeErATJKE1rjBTK7B2x/Os3NzkDWrnm4S6upwLqP2zcxVuXwjRzDgeKbkAtiSCS+90IahL9/PO/cKPJwq8/qL7XjcMslUjbmFOuvWPG6+czolXn6hDYfDFgKzLBjssxfG7g4XbqfUqgssJGvoJuzetpy2apoWpz9N4XSIHNwbw6mKnDybQlYENq8LMjzkw+9T7P2MuShXdNLZBrGwitzh4vD+WIt+aJoWn17OsHa1nzWrHqeXJqcrXLmRIRaxRzr2dLq54SmQydRpb97LXq/Mod1Rtm4KPbWIP5quMD1TYWK6wvAqL+1tbjaOBPF6JP74h5NsXh+kUjHYvyPMK0cejxk0DBOW9Lb0dbt5OFmhoZlEwg5SmYYt+9B0BG6+ladc0TmwO9q69mtW+VqMq6s3s8wnXLywN/p4Hy17JGRb1Ikg5Lk/UeZvfmeAmbkKmVyDclmnUtXJ5rSWo2CaduS/ktL5L4X/6X+Cf/JPYM8emxfZ1WX/A76IwV8aDFjGEk5zMzL1OGXAwGg6m6oqIFiPu3oNvckmaBZ9LBPEJ5ykhg5g4VmiH1OqaJiWPSv0yZtnqM9LuWKQydTRdZOOuJNgwEFXu5t6w+TCtQwDPW56ulzNYxDZtzuCblj82z+aoFTRaTRMNq8LsGV9kL3bQ8zMVvjRO7OUKzqKIhIN2wJugiDQFlPZtzNMf4+Hdz6c51/9/kNKFf2p3LfbLfN3fmuAA7uiaLrF+ctZvv/WTEsrXHWIiKLAujV+Xjti89QBrt3M8W//8BGPpp4vvQuwfVOI/bsiNvfZsLh2O29PMmoa4o42J33dbhRZoN4wef/4Aldu5olFna0hKs/DfKLG/EIV4Tn56VUDXsJBhTePzZHNNejv9fDiwbZmwe/5yGQbvPfxwrJ0xKpBLzu3hlsFyPlEnXsPilSqOnfGiiTTtdb5lGWRQ3tjvLAv1vp8Z7uLDSOBVi59bLzErTt5mz44X+XS1Sy6biKKAnt3RPD5FN49vkC5YuDzynjdMj6vzOpBL/Ul/Qcetz2TdvWQvbD4vUortXH5RpZ7D0oIgkU232jx08cnynhcCof2RHnwsMSpcynaouqy4m9nu4tD+2L4vE/7qHPzdtQXCshcvpYjHlMZGfaTymrMzdep1wwO7o3g9yvLoiJRsMm1YvOZLhQbzC1UsIADuyM4HSKTU3ZDXK1mUiob+JqS1kuRzdtpS1EQuHE7tyxl5XbLvHSoDcUhkM5ouJwyDkWgr9uDJIp8+EkSVRWJhB1I8mIvjgWYKymd/yIwDLh4EZJJWLUKurvh7/99qNphnPgFWDr1JSydxWHm+aLWWghm5qvMJ+stI26YgGBRq1tMzVZAtIdy37lX5O6DAuGAgmXYofPte3nujBUI+CSCAQd3R4t89yczzMxX8DQfyvFHFeYWqpimZRdmx0v0ddtzYN1OiXzRYOxBiYvXsogCbN0QoFoxlzUHge0V9nQ7cakSd8cKvP9xgmrNYG6hSr6o8/KhNkplg2Mnk08Zcq1hcmR/jJHVXgTJNgyJZI23PphnIVl/rOVe0HA5JdYN+3ntSBtuj8z0bJWZueXpi1jEyUCvvZjYk4Eg4Jdbncr37hf48JPEU80ywYBCNKLS0+Vm784wC4ka127mePuDebK5Bt2dbjavD9qUPdOiYwm1bykKRY3L13NUljzc3Z0uvvRSB/1PdIWmsw3eO75ANt9AlkXczclVDkUkFlGfWozHxovLtNX9PoW+Hjcup9iKSAJ+hb5ud+uz3Z0uTMtiarbG3dEik1PLmz1cTrvvQjesZVo8hmFx/Vaeznan7Y0rIqm0LYfQaHZuxyIqg30eejtcZHJ1ShW9VQC+cCXLybPJZZGSLItPHZNuWIiCwJH9MQb7vJw6l+LkuSSlss7eHWFePhxHVSUkWWT0QZGb94o/t4e7fVMARRGo1U1M027IA3ti2o7NQT751B7wrmnmsmMXRLFpXO19F0WB9riTE6eTvP3BPIf3xxga8JJM1/nodIKRVV5eO9KxTNa6VjP4wZvTXL2VY+PaAJvWB5dJcgBcvJrlD783SU+XmyP7IkxMl3nr2JxN+VzjBwTaImqLeWQJot0j8AvASkrnSSwsgKbB975n5+0VBd54A/7pP4V/9s8wBdvTtkye68lZzdDMLu4KOB1QawBYlCv252p1ne5OJ6MP6/zkWIKHU1X8XoFKDRqaQGfcxdRMlX/6/7lLe1Rl/64wmazGn/xolrWr/QT8CpeuZxl9UEJA4Nd/pRuPS2YuUePGlQwPJos0avDb3+pDdYioTSP9//0394nHnPxffm81v/udPsYeFjl5Jo2JwNRsFUmEcsV+cJbec4lUjXc+XMChCAT9MrIkEg07UGSBdKbB7HyNw/uiGKbVnOIlUCxpSJJdOP7wVJK2mIrPI3HlRp43XrVVJtsiKops6/ncvV9EloSW1o0gCOzbHiYccFBrGFy4kqGzw1ayVJfkmas1k5n5Gls3BOnr8dhpiItZCnmNAzsfpygsyyJX0PB57bmtg31eIiGVWt1gdLy8TI2xUNQ4fibFxhE//T1uKhWde+MlVg948Xps7f/xiXIr1QS2N7tu+Glv3TQtGg0Ty7Sbul46ZOvGT0xVkBWBrqYn29Bsj3pqpkpDN+16gmDr4u/cErb56MkaL73Q9lQR1uWU6Ol0E4s46O6I4nI9+9E+fzlNsaDz8uE4kiSg6yaPpst0xV0M9nkpV3R6uly4XSI37uTZvimILIvEY07iMScPJ8vkC1qzmC0xMmxHis+bgwtw6rwt+JbONFi72tfsL/Dzybk0J84k+dJL7RiGxZ3RAh1xFy8ditNomK00388a9ZfMNDh1Ls26YS+/9a0ezKYcyexCjZv3CtTrtmf+pRfbl88+0E1YMiJzZr5KrWahKAKKJRIJKZy5kCYUtEXpNm8I0hF/TPO9PVrkwcMCumE7BpvWBfjem9O8fWyOb3y5E6XZGR/wywT9Ci8eauP6rRx3xgqsXWX3JCiKyPd/Or1sTu6iZ/9LOdP2vzq4mmHkf/vfQkeH/fN//9+3DL7Q7LH8+UQz7QtmGvaEq2pNQHVCsQLJlM6GtW5kqU6tDqMPi+iG3aR14WqGlw7Geff4AolUg/aYg6nZOvmiTtAvM9AX4sUDMf6PP5lgZqHGumE/64cDqKrIrdESk3MVejvdrBrwsHVjgJmFGi6nxORMjUxeJxazQ810tsFAjwdjtz2soVIz+O6bs+QLDfZsizA8+DjPOp+oEwoqDA94uHG3wOx8jYZm2pS+NX6CAYVCUaNas3C77Cjl49MpfH479xqLqng8MqGgwrrVfvq63fh9Cgd2Rzh/OUMy3aC/x4X0BNc8GHCwZ3uYT69kmJypMjpeZu0qL7GISk+XqzUQ5dCeaMvwiqLAri22oVq6MKQzDX76wTyqQ+LLL8YJ+BUCfgW/JS+bcQuPh3Av2rFCSWdsvEw8qtriYh0uwkcdz22CmpiuUK0ZrF3lIxZR+cor7a3oDuxF4MbdAi6nRFe7C92w+PBkgmBA4cCeqD2Y44kH3u+V0DTHMw2B0ymxb2eE6dkKn17O8sK+GJZly0DEY86WQY5FVDwuuRVdqqrEyy/EW7n8c5cyVCoGPd0uFhK2zMaiWifAQK+Hnk5Xa8EpFHXOX85QqRpseE7jnCwJqA6ZrRuDrdx2uWJSai4u9hhBw278Miz27Ai3vu/GnTyfnE/x7a91E3lOv4PbKdHb6WZ4yIfXo/CT92apNHPtfd1uWza5qBGPO/n0SgaPS7L7PprHLIh2/8j1WwXGHpb43e/0sarf1sU/fiZJPOLgG1/uIhxa/v3pTI3zl7MMD/lYv8ZPMl0nldbQDJNPr2TZv8vO9Y8M++nr8aBp9ujM6fkav/Wrvfh9CrphU4q1JRGS2Iw4fmln2v5XhVDITuMsPdFLf/45Mjo2BXOJJ8HjE+1YtA8iTM/XWvNsK1WoVOzIoVwx8fsVO5NnmtTqNgOhUNIZ6PXw61/v5u6DAhdvZAl4Zf7uX+8n4Fc4cTbB99+aRlVEfvvbvfz2t/u4erPAj96e5fa9PLMLNVb1efjS0TjziSrHTib44GSSH787x/hkmXzeburq6fTw6mF7wlKlajA+WebhVIW9O8KcuZTl/kQZt1sgFnEgN+Ue7twvcfVWgaMHouzYEmJ6roqkwEC3G1EUKJQ0Hk5UaG9zsmdHmFv3io/ne7Y56e50kkjWn5IOXsSOzSG2bQzQEXdSruqcPJ+iuGSGaL1hcvxMqpUX3rA2wNpVy3nnPp/C6gEPkkgrBXHjTp4PTiafmrVaa5jIktgybEG/THeHahfaoaUq+TxMTFd48LDc4ozPzNnpq0W2iygKHN4XZe92uwFJEqGzw0VbVMWxRKgtk2vwzkcLZHINVg/62LklxMx8dVkqaSkWhe5E0S4KH/8kuSxvPTzoY8uGIIIg0NBsDRxFeXyc64Z9bF4fYONaP+uGfZw4m2rVDuxegOXUS69HplozuDNWfCp9toi9OyJsHAkwMVVp8eA72510d7gYe1ginW0QDCi8eDDG7EJt2UStas1udFpsRCyW9KcK7W6XREeHis+rsJCsMTtXo1AyCAUU2uMuFEUkV9CwLMjltFZPiWBaIIBp2edseJWXak0nmWqgNHVydmwOojgk3ju+wA/fnl2WV9+7I8Km9QFbj8eCTz5NI8sWOzYGlnUSC4JgT4N7ewbTMHlhV5RAQOX0p2kuXMmweUOAYMBBqTkTw+IXx9JZMfjPwu/8Dvzzfw6JBGSz8L/+r/CVrwA2Z3cpfp4FWJaaFE3B/hlsASVzkeIpiQiW0OL4m1ioqmiHm9Aq5mLZVDBRFAj4HPZwBoFWjjkUUKnXTBRZaBUYD+y2tVDe+nCBiekSoiywe1uYWERl01o/c4kakgiSKJDNN2g0DHZuCRIJq61xcy5VstMslkW1ZtDZ5qS3y0uuYBcIAfZsC3OgOci8XjO4eC3L1RsFHjX58ds3hdizPYQgCGgNk3LlMX1R002u37bD+QO7nxY3A9uQzczVmlovXiwTJmaW5KkF25N83vXQdZNUus72TSF6Ol0tfr4sN43rEx9sj6m8eqSNjrgTTTN596MFLl7NMZ9sPGvzT2H3tjBHD8awLIubd/JUahoBn9xirIBtLBeVLAVBYPM6m0b6yfl0S/nSsuxoY1GAL1fQOH0hs2wubDJdb4127Gx38XJTybKr3cnhfTGi4WdLS8zNV/ngRIKTZ5MtI94RdxEJO3jnowUamsXmdYFWiq1aM5iYrlAoPV5sOuIufuNX+njlhfgzRzDmixrvfjTPzTt57t0vks3Z3xMKONi4zp5+NTdvX8dQ0EHApyzjr+/cEuLv/o0hZFkgnW3w/scLjDVVSQtFjXOXMpQrBh6XQqNh8vHpJFs2BPjW17o4fSHDtZtZNoz4WT3gpVozyOYbLaNtWSJLUvg4FJF647GomSAIfOnFDr71tS4WknUuXc+Sydmfv/+wSCrT4I3Xunjj9U4kSSCTaTA9Z3cc79q6nCEW8iuYpsntsSKDAx5kyZ6je2e0wIY1AXwemYfL6i4rLJ3/cvjH/xh27oThYZuLv3Ur/I//I8BTg6Q/q5AuCCKC0NR5EcAO1uzfWYKAJEjIcpOhLwnIik21VGUZVbE54LIo2cUsSQREyk1GRCzswCHL1BtCS5unt8uJJAsUK4+LU5GQSiikUigZtMecGKbd+OF2yThVAZdLIhxWuX67wNx8jYEeD7u2hvj4TBKpOdS7I+7k0J4IC6lGk9dsMTpewu0SWzlRn9fOU07PVvlPP5gil9c4sj/aUopUZKHlmdUaBm3RxwqI9x+WSabrOJ3iUxzwXF7jzWPzLCRrKIq9KPp9Mts2Lc+nxiIqu7aG8Hpk5pM17j0oLuPDJzMNTpxNM5+wveNFD3lktY9De6NcuJpdpiQpigKhgANRtCOYrk43Rw8+nliVTNe5cSf/VGSwCNUh4nJKJNJ13vxggWRa4/C+2M/UwalUDdK5Ruv6KbLAhrXeFpMnFFB4YU+Evq7HDJYLV7NcaI5j/PhMkrFxu2ipqhLdS9IvT6I97mLH5mCzL6HEmQtpyhUdQRBwqrb66KoBb+tcFQoaWBZ+7/Jr5HZJyyQoKlV7TkK9YfLhyQQT0xVCQaUlh/1ousKDhyVcqohDfqxCaU/iCrNxnZ0aejhZZj5Ro1DQOHEmRaHQYNWAB79P5r3j84w+KDEzV0U3LF5+oY1N6wLs2hair8fDybMpJmcqbFwbZN+OCE5V5Ls/nmJ0vNRyuizBaNapHjf6mYYtV76IbL7B9Mz/n73/DrMrvc470d+348mxckJVAVXIOTXQ6NzNKIpUDo6yHK6DdD0ej6yxPb4ayXIc686MrmRbvpbskWQlU6IoMTXJbnZAN9CNBho5A1WonE6OO33zx3fqVBUKaIoWNeKMuJ7nPAWcsM8+O6xvhXe9b4MXnlGUE5euFhWV+I0yt++VuX6rRKnsYpoa3/XxPo7sT/LWuZVNMoiRiMFAXwRD03j/UgHXDdizI0EiZrUpwUdb0pSaxrcFUP4vNdOEX/xF9XjIpPjGVa8cF2KtIGt+seUgpERoAU1XlXFkANGoIJCS/p4wv/MHU1SqLtmUTTgkCAJJOKRh63D2fI7ZhTo9XSFW8g1On8vx1LEOvvzaEuGITippUKu5XLhcoOkEDPVH8H04eijN9PwcX3x1iQOLDjfulpUMoinYuytJqeLSaPjMLzTQhJoAHuhR2PHJ6RrXb5Uplz1GBqOcOpbl9Ls5ZuYaHNgtKZa8VvOzTCJhcPxghtGhaHtBuHS9xIPpGt/98T5KZQXpvHqzRL7VWFXlBUVpsN78IKDRDJAyIBQy2L41SjxqsHv7xvepEfcqLz3TyeR0nfnFBsMDEaZm6ywsNzm8N8kzJ7J0ZG22DEQ3VulaWgGaBrfvVwjZepv4ChTe+uiBjdwvC4sN3npX9R6ePtHx2KalbemMDEUY6ns0p0+x5DK30GiLjGwZCJNOrdEC3J2scvd+lY5MiHjMQNMEubzDpWslnn+qE8vUOHk0i5SSQEKzuUZn7PkSXXt088/zAs68l6Ony+ajL/SQyzucfS9PR8ZmfKvieQe4dqvEtZtlXni6k3TKYmxrglh0o3P3fdmGS0op+dpbS1imxrNPdrKlP8Lh/Wm2rJPwu36zyL3JKiNDUT7yfM8mjh9Q6KEr10tEIjp7diQ4tDfJ+StF9u9SjJRBAB1Zi907Eu3AwfPVYN7isoNhCE4d72DbSIyFpQaXrxe4dqvMU09kOdI6lxpaS6JaHZ+QrRMO68wvN/F8RYw2v9Dkq28usms8zvd+vI9EQsk1PvdUJ4Ev+YMvzVKoePz57x6iqyPE+NY4l6/NMjVbI5uxKZVd5hYbFIsuR/enWVhsMDWnBsIsW+NDz3Xxc//+NqWyt0Y5LRUO/0/Cvu3wv0HThfiGUTqWqXDzQgO/9fzolig371UJfEEsCsUK6AZ86sU+Gs2AV0+XaTZBaJJKIyCdsjBNpVf77vsFEIJtwxG2DIT5yutL3LlfpV732TYUY2w0xsRMk4tXi1QbAT/0yX5ClsbkVIN0wsT1fW7eK2NZGmFboOsGh/Ylee2tFR7MNBjud3j+VCelsssXXlkkFjOYX2i0hmwMYhGdaOthGAZCCM5dKrC01CSeMNixNcG2lnBJvuBw7qJSoHI8SaMZcOJwBtcNOHMhj+v4aLrANARd2Y2lB9+X5FoDKYHUmJyq0dVps7TS5P2rJZ44lG47xoE+JW8XiRjsGouzfWuMeiPg/atFVdPWtbbYysMmhGJbXFhq8Cu/9YADu5IbHP6jbMd4goWVJjPzSofX0B/N155NW3zPd/Rj6IIHMzX8AEbWObipuTo3bpXp6Q61MqQG717M8+yJDjqyNju2xRnsDbcdqu9LJBCN6m0I6noFrw8924kQgmbT5yuvL7FlQOHtPS9garZOd2eopRCm+h6eJxXvTMxkdr7BpetF+ntD7ebqQG8YTQgiIZ1cwWXvzsSG0s0753OUyi4ffaEH09SYW2hQqXgc2K0Izg4/tFCCIjqbnKqRK7gcSVnkCw637lU4sj/dLnHpuuD44Qw3bqtp7SePZunrDpGMm0QjBh99oWfTdt+/UuDNMyvs25Pixae72ovwexfzvPVejg8918UTh9aJyLcyb70VwG1rCZpUqj5XbxS5fK3Ih5/v4fihDJ4fcPNulXCowYPpGvt2JUnETJ57qptrN0ttqOb4aJwf+u5Belqomys3Spx5b4VGw2egf5iPvdhDueIDkv/0W5NsG4rw7Ek1Qb22MK+rM32T7dsO/xu1Vn3mG0LpyBb39jrhk+n5Oh1piznHoVKHaFjguoKvnl4EDD7yXBdffStHoezhB00iYSWk0NVhc2+qgaEH1B1JMmYw2BfGCxT86/LNMpmMzfhIhErV5cuvLfH+tRIjgxFKd8rYts74aJTlnIvQ4MY9xWnz5deW6em0yGYsckWHRtPH9STJhMlAr83wQJjBvjBfe9vjjbMr1BqSRtOjr8XDHg1rzAVw8kgapIoM+3rCBIFyLFuH42SzIaItWtq5xSZz8w2ee7KDRtNnbrGJEBp7dii+8fnFBu+8X2DnWIyxkQidGYtnT3Zg2xrFkouzjpwKlNNLxAwKRZe338vTmVW/BeCJI5m2k6o3fK7eLLFtOPZIVsixkRgH96ba/1+dIg6HdcbX0TcYuiCTslhecZhbaNDXE96giLXeVh3PzbsVXFcyPBBucbO4dHfY9PeE2k47nTIZHYq0VZlW8fOrdutehTPv5dgxFn9k5L76nK4L0imzvZ18UdW7t4/F2LFVMUa+9HTnhm3s2ZFgqH8NZuq4AX4g2TEWZ2GpwStvLnHyaIaRVn+oXHExTUHTDXjznRWePdlBve4TCmn0PWZxBRgfjamFJ6SRL7q8/LUFylWPvbuSrI/1705UeOtcjiePdtDVoWYnPsg0ofhtBvrCGzKuRsNnabHJQG+kTdsMrXKsXCvLhkI6H3+xl0rN4/zFPGfP5ziwN8nJFrR3cqrG9FyV3//iLL4fcOp4JwO9agp91QxD26DpsGdngunZGu9fKWLogs5siM4sFEsON2+VaNQ9fuLv7Nj0Qx5HLvfHtW87/G/U5NdnRVyN/Ff5djRdTcIKTWNrrMhf+tI/4+jiWcqhFL9y4G/y1cEPE0gF/28sS9IJjy2DUcKhEvWGTzSis5hzcBzJct7luz/ay637Ff7Tbz4gHNH5Fz+5A8syuHC1wGtn80w8qCKl4PjBNCFb5wuvLDK/1MS2NO5M1vjeT/TQkQ4xOVOn8qZHIm5w+36Vqbk66YTJvl0JzpwvUKt7fOTZLjRNUG/4nL9cpLfbJpMyefu9PE8/kW3TF2zfFieVtKjWA149vUyp7PLUsSz7dyf5+IvdmyGGcYNixefitRLPP9nB2HCMXNFtaecq2cJY1GByStXcd44rtsNoRDEnPmqbE1M13rtUpKvTIpkwKJZcTh3PbtB0rdV9Hsw0yKbtTQ6/uzPEE4dSFEouXR1Wa6hLyfQJlBTk+htx51iceFRlXPt2BuwY24gKWm9BINk9rjKk1f0+eyFPsxnw8Re71x0Xpct79VYZyxSMPSQI05m1SCRM8gUXP5DtyFJKybXbFRKtAMAwtLajAsXueXhfikvXSzTqASePZh9xTjYyTN68U+bmnQonjmboylo8dTxLV+fasbz/oMq5iwV2jSt6BSEEW0dijyRrW28z8w2khFwh4N3zOfp6QgwPRkgnLS5dLbKw3ODQvjSRsFJW27U9vgFe+yhTmWSeZNJsU3WD4qJfyikiwo6HB+j8oMU9v3ZPm6ZGJKxKZ9Gowc3bVfbsSAFK4H12voZpCh5M1/GOyA+cPwA1myEENB2fxrqJZF9K+vvC1OoeSytNOrNr+xz48pGw3G+Gfbtp+w2aRGwiR3vcY9U0XbSFq3/09L/B0wx+9M9/nn//kZ/lb5/9VwyX7tGa8kZoYFoGridbuG0dyzbQW9tcyrn0dNqk4iambVBvwlLeQ9MhV/AY6A1Rd+Dt83k8X7J/V5xd41HCts70TJ16I6BY8phZaKBpgm0jUUK2zonDKQ7uSTA11+TegzqWKejvtqnUFHVsre7z1nt5JqcbZNIW46NRDuyOtx1OJmWxcyzO1Eydet3HbE2UgipDFEoKclatebx/tQgolMq9SSWIfuJImpee7mxHydm0xfNPdrBvV5ytIxG+8Moin/nCHNNza+yXDzdMOzIWfT22Oj4Jk3uTtQ10uKvb/chzXQwPqqhMOcoy07MKIfFgpsHte5U2yZamCXZui7FScFlowRNrdZ9S2SVk6wwPRTmyP8XA1ykBzS00eP3sCtNzDa7fLrfOTYIj+1ObbuwgkEzN1JldaOD7CpK72vDuyNh878f7+cjzG1Exnie5P1lleq6uoInzGydtr9wsc+12mT07E4xv3biI1Or+I5vPA31herpDvH5mhaWcy9BAZENTPdbqKYxuiRAO6bx3UQmQPOzsm06wAbJ543aZ67fL9HWHOHYow/OnusgVPN45n0PXFZXEZ784RyZlK/x92m5TaK9SJj9sfmuCOBoxqNY8bt5RTfurN5Uo+dMnsorNs7D2eaE9LDaqbHKqyo07Zbo6LOLxtZh4bqHOZ744SzZt8+yTnV/X2YMaAHv/aqk9VQ3qmnvr7AqZpEkqYW+Y/gXl6AP+ZNgyvx3hf4Om64Ja+QFC6IRj/R/4Xk2D//HM/4eDC+cIeXUKoQw91Vn+ykd+k6qIcqvvAGf6n+K5e1/g147+GKAm/xw34OqtCk7Tw3MD5heapFMWtilIxHT+5//tFp4rScV1TFNw7mKR81eK3J+s8+JTnYRCGgM9IX75N6exDCiUPXq6bPp6bEaGo1imxi/8yiTHD6f43o/14nmKA31hqUG1JkklDc69X6Aja3Prfp2njmVIJQ1Gt0Tp6jRpOj65guIFWW9SKjH18a0xtvSH6ekKMTVb5+5klZW8yzMnsswvNLhxt0J3h80nP9zNl762zMx8g8yORBvjvt6iEYNACjStxq7xON2t6O3m3Sp3J6s8d3Jt4Kpc8VhacZhfVIRxH36ui+gjmBnX67Hm8koEZOuWKAN9YQ7tS+F5wQYcdXdXiKMHUmSSJjfvVrh4rUgkpPPR57tbE7sfzLGzOkCzezxOte4z+aBGf0+IrseIs2ia4NjBVLuh+/rZFZ5+ItsuHei62DDeDyoyPXEkQzSi8/qZFRxH8SOtLia9XSEMQzA2HNvw2YWlBi+/tsie7YkNpSxQ0MmDe5LEozqpuEG+4BCJGO1FuVJVvDqppM3NOxWqNa8VmarffP12hVhU59rNMqGQxrMtLp+nWtDbSMRg63CUiakaxbJDImaye0eSZNzkdz83w/RsvV3GWVpp8lu/P8PxQ2leeqabhy2bsfjEh/p472KO199eIhoxGewLc/RAmkhI0RKfPrdCLKo0FdR5UZ9dD8Ko1X1u3S2ztOIwNhpl67A6t1MzNX779x9gGoKnT2Q38PwAbfK+vp4wmqCVmRvMzNUolhxGt0SZX6hTbwaMDkUIUEL1w0Mx0imLhaUGhqGRTVstssxvC6B8a5gU1CsTXH7zv0cGzTZs71EPIXR+Y9eP8Jc+9Vl+4Ide45f2/ziaDIj4DaTQ0XWDiew4o+X7BIEgbOug6QS+oOnAyJYomqERDgmScTXOf+NuDdeRHDuYYv/OJE1XcPF6iXot4Ie+q5dmw0cGgrrjc2eiihSwbSRC2NaxQyYCmFlwiMV0ertsCiUXP4BcweXVMzl2jUWZmWtSqgTkCx79vTYI+MobK+zbGWfPeIJyxVO6pQ/VrC9dL1OuBBw/mKRaV7C8m3er5Iseu8biNBo+V25W2LczgeP6LC436emyP1Cg+q33Crx1LkcsarBrfA2REY3opBMmxrrJ3Jv3q9x9UOPQXsW/Ho8aH1gLdZyA3/3CPOWaz+4dCaSU2Ja2iY0xHFL1+0LJ5erNEiFLY+/OxCanu94qVY+JaSXWUSx5nD6XwzQ09u1I8PxTnRtKJ6CylfUDRVOzdc5dLBKyNY4dTD8WS++4AUsrTUpllzfOrHD/QY0ThzM8dXxjyaa3O8SObXEeGiPh9v0KhZK7ScB81aIRg+HBKOWqxyunl7m5juPH0ESrkWrwxOE0z53qbB9vz5PcnagyO19ny2CEoXUZUDisc+tehdv3KtTrPhcuF8ikbE4cyeJ5AafPrZDN2m0CtvXn4FGax2pxKfPWuRyWpTPYH+XFp7uIRAyu3ijyu5+bRQI/+Kkh9u1emwYOAiWAsur5H8zU+NXfeUAyriapjx7MEA7pvHl2mcvXizRd+P5PDnJwT7p9zt46t8LEgyp3J6q8eWaZ+fk6p88u84cvzylCt5TN939ykD/3PUNMzda5eqPIr396mnLZ49jBDC8908V7l3L8xu9Ocf6SggWrnt+3qRW+JUxq0DXwHAsPvsy9y/+O8UN/77HvFZrgQXobugYhS8MOmkgEfdUZpoNdhCOCihkn5NawLIHrq4nLSFQ5tQezTRJRncH+CPceNKhUAw7tjfK9H+/l6s0Kn/7cAj3dNn/he/oZHYzw5TeX+fzXVhjsC/M3/8IgP/IDA4yPRPl3vzbFhSslXnw6w8hghL3bYxzck6DR8Pm3vzrFrrEoyYTB+UslurIWu7fHsS2N81fL7JCCeNQgETeItki/NF2wnHcpV70Nzjpkq5mDl19b4cFsnedPZnnyaBopVVTtuAHHDqbo6rD4vS/Ms7Dk8Be/tx8hhKpHP8I57xqLcel6kTPn88RjOkdbJZDBvvAmJE08arCS9yhWVIrs+5Ji2SOdNB558wRSKlbGbptoWOeV0yukEgbplMVgX2jDkFSz6fPWuTzZtKJ6eLhBGwSy1X9Qz09M17l+u0wqYRKL6uzbEW+rQaVa2UOh6BKLKsWrN87m0DTBMydU9Ds+GqOnM0Q2Y9GRfbyE4sRUjQtXSjxzIsOWQcWl8yhGyaXlJq+8tcz+XYkNE8j7d6fYvjW+oYa8aqWyi2kIXnt7mUTcYN/OOJ3Ztayk1vBxfajWfc5fLrB9NNaOfE1T44WnOjEMsWkg6/6DGq+8ucS+3UnGRmM8c7KznXUVyy53J6qMb41vkI5MxE2+7zv7H3ke8wWX199awg5pfOeHFV306vuu3CypRm5veAM0FBQDrJS0p1rzRZd8wSGTypCMO9imoFL1yBUcQrZGR8YknTLb2/Z9SS6vZibm5uvs3J7A9QNu3a8w2Bdpk+SNDkUpFB2W8w49XTZz80VGtiRJJCxCtsalq0VqdY9DLdlHgWxnSd9sp/9th/8NmiYUbcLOoz/Jmc//EJ2Dz5DpPvLI967W8X/s3X/Oi3f/ANtrECA4N/AUlq3TcCDs1qibUXw0AiCbEcRiFo7jUyhDIipIJizCYZeGI+nvDhGPmhTLHlLTsEyNKzcr3LqnVKDGRsJU6jA922DvrgRhW+2DaQkiIYOZOYeFpRV2bI1hWYLRwRBbhyIUSi49XSHKFZ++7hBvnM1TrXmMjYSJRnSePp7BDyQ371a5frtGEKyjiWjZ9q0xejpt/vCVJXSttd8hnZn5Bu9fKxGLKKcB8OzJLPcf1ClVfN67XCQa0YlFDJ4+nt4Qlff3hKg3faYXmjyYabJ7PNhAAb1q1ZpPOmlwdH+yPcAyNVvn3YtFnj2RpTNrcWeyiuNIdo2pKDFk63zipW40TeD7EsvSKJY87kzUiUV0ujrWHI5t65w4kqFac1lYajLUv3GxuXa7wsRUjRdOdRAO6YwNR+jqsEi2mrTbH6J5KBRdvvLmMnu2x9ixLU5H1mJ9wvAwOmfV3ji7gh9Inj3R0T4+uiboSFtt7vj1JqUS0nn/WpH5xQZPHt04ARpvZUKbj6fHV99YoqfTZvf2OPGYQVeHKtF98WsLPHEozcE9KfxA0nQCqlWfpruZ8uBR5vkS09SYna8zPVffgHK5dbdCueqxdThKqexuyIQe5/wScYNEa+jv7IU8xw5k2otef0+Ym7fL3JmoMti/sZm8Cq6Qre1mk4pKAQEXrhbp7wszNhLjicMZvvjKAvm8y+VrJQb7ou3f8fTxLMWyy/VbJTrSFo7nc/JwhvFtKgOcnq3ztdNLDA9FuH23gq7HOHmsA88PuDdZYWQoQjRikE6a7Yl5QfCBA51/HPu2w/8GTQjVtLXCaXad+J+4duaneOLjv4VpbUZorF5Q/+HUP+YXj/2P7Js7yz/96t+muzFPz9heLlxrMJq/hTO2g5CtUalJXFfj2L4ktbpPyG7ScKFQ8clmbJJJizOXSpy+UOZDT6Z4/oTCs9+ZaKBpkul5l53bwnzvxzuYnmvwO5+bIxEzSCVNnj6W5cDuOJevV7k3Xce2NEoVj0jYwDQ1TEtny0CYfbvi3J6oIYSa6lxf3rh1t8rVW1WGBkLkCy73p5vsj6tp1Jn5BpdvVti/M873f7yHfMkjmzKVMMS1MjPzDcZHo0gpyRVdrtyocHB3gnTKpFRxeeOdAkO9NtW6T6Xq091htR3/ti1R+rtD1Op+29mXyh5+IEknTeoNn1feWmEl79KZsdp1+2zawjQ1cgWHzqzF/EKTWt1nx9Y1tM3qX10XPHUsg+cF5Isutq1xd7LGlv5Q20n0dNq8dqZKueopR7vOQ88uNCiWvTYJmW3rdH0AsiRfdkFIOluzB3t3PFoAZdVqdZ9wSGNyps7SisORfSliUYNoxGDr8ONv4/tTdS5cLjIyFOa7P9a3wbk+zopll5ClsWUgwtVbJWIxk63DajGRUjIxVSMa1untDnPtZoktgxE++nz3Y0tcE9M1JZTeoSiAx0dj6Bq8+tYy5y7m6e1Sx7JUdnkwXWPLQATPC3j5a4s8++RGaohcocm9yTrbt8baTt0wND71kT7eeGeZ6zdLNJsBI4MRHCfg+VOdzMw1uHOvgu9L9u9OYVsambS1rqSjMsJX31ri+q0yf/tHRvmhTw2QSVv82n+dYutwhHTS5OiBdHuWQ0rJ104vsbDUYP/eNN0dIRpNn9/67AyDfWGSSYve7hDdnTbPneokm7YIhw3eOb/CexcL/MB39rF3Zxe5gsPNuxV6OkPUGz7hkK5KOnzzo3v4tsP/hk3TDYSuqAy6hp5iefoUt977X9hz6qfR2Ei9oLWaQYYBTU/n2shJFmJ9/A9v/GMu/Lk/oPrVC5yYeg3nV7/G3zH6+Re/OEulDn29Fr/6u4uMDkUY6LEwTcHUXBMp1YV2f6rBtbt1fvxHhqjXfe5NVfnFX52l3gwYHoywc1sMQ4fPvLxEw5H8uU/28PSxNIahsOOHKgm6O0x++n+7x/S8Q3enxUCPauo1mz6/+QdLPH8izac+0k1kHc2ubWvkCi4nD6e5ea/K7Yka20ejgOQ3fn8Ox4fd4zFMU9swRPXkEcUvHw3rLK04/Npn5nG9gH07Y9iWxu7xOKahk04ZvHe5xEre46WnMmuSb2yMeGt1n6+cXsEyNT72XAeWpbFtS4S929WY/utnczxxKEU4pOgNKlV1Qx8/lELKzQLaUioY3Nxik8s3Kpw6mmJuscnFa2XSSZNMSm33zv0aO7ZFCYf0Tc4tGVeiII+DIzqOmiTu7bYJ2TrVqk/YNh4rkr76O6/fLpNOWbx/tcSxA0k+9nwXS8vOB/Y91ls0rFGsuFy56fFdH91c/37YSmWXr76+xPjWGPt2J1swRa1dXohG1JTzzrEYt+5WuDNZIxbVyaQe3WOQUiFlDB0uXpX0dtsc3pdm63CMjoxN0wnIFRwyKYta3efuRJWjh1SZyfUks/N1xUFkagSB5EuvLnJ3Qkl5ri9dRSIGTx1TSlOZlMnnvjJPIm6yZ2eSjzzXzcuvzyMlvHN+hWjU4MWnu5VuLKqMCoq8bnKqxrXbJZIJi84OQSyqK4GXFivrcs5pC8/vHIuzknNoNn3SaYvrt8vsHo+zuNzkK68v8smP9HHlhtLJ7e8Nc3hfCs/1eedCjlfeXGZ0S51nTnRy4kiG9y4W+J0/mOYHvnNACbNo4k+kpPPtpu03aLqmoWs6uqajCY0dx/4+hcX3WZr6GkLTuX72n9GozqKt6455LWoOx4HrnfuJOhW++y/s4x+8/pP82yf/EYnjBwm8FnZfQOB61Oo+qaTOj/3lIeoOLBcUdYFlKJzulgGVyseiBsVywMKSS3+3ySdfVEgIw9DIlzwc12fPeLTd3OxIW4wMhtF1BfFsOD6JqM7wQJjDexIIoeE4AQ/m6oTsjZdHR9pE0wUrRReJQgLV6gHLOZdCxaev06RS9TbByVaHonRdcPdBnZnFBl1Zi0zKajdK9+6IMTXXZKXgcmx/gnh0o0Obnm9w7U6FphOo+YGaz/ZRxcSpa4KdYzGGByPMLTlcuFqh0VBi4S88meHgHiVDZxraIwm+rt6q8pXTK/h+oKB2AoYHwzx3MkM0ogi1yhWP187muPegtmEhWrXjB9Nq6OwxtlJwefmNZT7/itL43TUW40PPdGziDlpv1ZrHxEwDz/PJpk0KJZdkwmT7ttgHNozXWzpp0dtlUyw5zMzWv+77I2GdHWNx+nsUpXI8ZvDG2Tz3WyymjqPKDfmCy7VbZZ44lGZ0SwzPC7h2q7xB6B1URvzsiSxPHsnS3xMik7LajeJkwmxPBC+25Cl3jMW4N1nDDyTZlMXNO5U2U6amqenb7/pY7wb932JJ8S299e4KD6ZrJOImTx3PMr41ysx8jTPnVygUPca2xjj1RCdH9rfKWi1Cw0Cqa+Lp4x38yA8PYxgKYvrbn53mYy/18NypTvp6QhTLHp/5wgy/+/kZmk2f0eEY3//JAY7uTzPQ0tp9/lQX0YjBUH+ESESnVvO5crPEm2eXKVc9pucb7N2VYs/2JGfO57hwpcDHX+zl6eNZqlWPfNElkBLxJ1TT+bbD/0ZNU5SqCjMvMO0o+5/5Z1x7+2dxmis49RXK+RsIIUi7eZ598CXimoOhw7GlMzz54BX+48l/wBc/d4+/8sNf4WvbPkG54pHNmuiWjm4ZRMImhmG0SdGScR3T1JBCIxozEIbG7MIanrin0yIU1ljKeZSqanXp7bKJRU0cD2YXN4tdW6ZgcCACCE6fL7dx591Zi64Om7lFt/39qxYK6fR12xSKPkf3xcmkTb58OofQBN/3sW7cAP7rF5ZYyT2eUXLntihPHU0Tjxr8+u/P887FUvu1veNRnjmWZrAvtCGyKZRczl0q8blXlrlwtcTwQJgPPZVl65bNk5cDPSEO7YkTjeo0nYD7Uw3uPqjx8hs5KlVv0/sBwiHVmO7vCfPiU1liEcVqaVsaZ86XeP2dgqrpZ61NbKkfZPmiyyunV7gzUaWrw+LwngSWpbezDPMDhpNAEcJ95JkOlnMuD2bq3LhTfexvANpUzKvmeQGXb5bIFTy2jcTo6X40DHS9GYbGrnE16HTrfpVYTKfpBdy+VwUU2mdkMIzrBzx7UjlxTYNKTWUjc4uNTduMRgxiMcWHn01bXLpa4vylAjfulMlmLI4cSJFJWRiGhufD3Ykab5/LMTwY4cVnOtsylgCjQ1F2b9+IkJKoOYcrN0uYhoZpCA7sTVMsekzNKErurk6LhcUG2bTVHrgLApS+Rcu5mqZGf0+YfbsS5PJNcnkH29TJpBWCqCNrsrLSZGa2vmE61zTVdO2enUkScYOPPNfNiSMZTENj53icq9cLXL9VwjYFR/Yrsfd4wqRcdllaUUi/Z57s4gc/NUh3p41AfGsPXgkhPiKEuCmEuCOE+MlHvP73hBDXhBCXhBBfFUJs+WZ875+GaZrefgih4bk10l37GRj/Li6/+T8TSQ5RL8+gGwa6afHxG7/Nv/tPz/Nbv3qSv3Lm3/Arp/4h7219iXBEOXXDNGg0Awa7bUzDQNN0ojEdO2RQrqsTPtwfUlmFYdCRCmHbNlMLa5HUti0R+npsKg3BYosmN2Tr7N0ZwQ80rt7ZzDEvhODwnjihsM6dySqLK8pJp1KmomWoBSwsb3TclqmxfTRMqeoTCevEwoZKdyXs3xmnrzNEuRJwf2bzArNqqYTJdzzXQTptMjnTJL9uUYlFjU3ww9sTNX719xZwXcmHn8oyMhgmHNLp6bQfCblMJ01sW8fzJPmiy8XrZarVoIUgevQNtHVLlCcOJhECzl0ucXuixnLO4cun80p/tN/GtnU++lwnB3arIayHB7oeZe+8X+TClRLVmo+uCY7sT/HM8fQmxtWH7f6DGl95c5lGU2G5E3GT8dEozzyReWR2AWpx+cKrS8wurDncSs1nYqrO7u0xPvxM1wbOHSklD2bq7YG4h21xucmFywUCHz7xQheH9io+npt3KiznHOp1SWfWJpDwymkFB33x6U7GRqIbvuNh3v5E3OS5Ux0YpuDl1xZ592KBbcPRNrpp51icSFhjYVENnS3nnA0Tqo+yVMLkez/RR8jWuHW/yvU7VSxT8MLTXYwMxTj97gqVio9pahsGzIRY5ax5aPsSiiUPy9I2sIAu5xzyJSXa8rCM4do2BR1Zuz0ZXKt75IoeuiGwLJ0tA2qieGqmhuOuicorKgw13a1pKpj8lhy8EkLowC8ALwHTwLtCiM9KKa+te9sF4IiUsiaE+JvAvwJ+4I/73X8qpgl0Y+1kXz/7CyzPvsPOY3+Xpek3sEJJfLeKpmtUYx38k+/5L4QtQd2VaAJMXaB5EqcpMUydQEq8QOI3QTOU1k3TB6Hp2K3p3FJVohsCITSagUTTNZLrKGrnlhxqTY1IxCTeamoWSg4LKxAOWZtEsmcXHe4+UDQK4ZBNJGKSjKuI+NKNGghBRzbUbpD6gWRiukG+6GGZCkdtWxqxiGD/zjimKXjjXJFyLSCdNhno2QzxW8q5TM832T4SplILuHa7wfhIhKePPlolqVL1uH63hmko0rVsxmojfFatWPYwTUXstWrvXCzx/rUqW/pD9HRaPHcyQyphbIB8+r6CUK6WrC7dqJAvejxxMEGh5BEEEtvUGBmwGR2KtJ1sJKxTLHu8fjbP9tFIG+3zKKu2Sk77dsTo6Vo7Hm9fKKIJePHUGu2B50nOXCjS3WkxNqyyFrFOAWPP9sdTNoCq9V+8VkLT2VCGSyVMnn+yg1hUby92SsymzpEW+2RfT4hj+1ObtjnQpwjb0kkTTVNc9FdvV7h1t8KusRg7x+JK99eXhGyBbQqS8dXIWal51WqKI+nZk9kNNf5MyuKJQxlFC97ar2pNlTE9X9KVtXnuVAeFsse59wuEQzoDvWFmF+rYls7icpP5xQZPHc+2eybJuMmpYx3cnqgwPVPj/GWDfNHhxOEMQ/0RujtsHkzVmFto8OzJTpIJpQsthWiXdFYtm7EZ6Atxb7JGqayw9ABbt8TIpk0uXS/yiQ/3YVtfv48ysiVGOmFx914F110b6Ns5FudLr85zd6LCgT0bj3/Amv7BN9u+GU3bY8AdKeU9ACHEbwKfBNoOX0r56rr3nwH+/Dfhe/9UTOg6mqmiWgHsffofMXfvZa689c+xwhnm7r1MomO7Ks+00n9PCHRdTd4GgKFLDEOiGRoakI6b3Jysoem6YtT0FG9+b5eSQJtd8gikRiysky8q/PATB9ecwNvvl6nWNQ7vsds8Ir/7lQJT8x5H94c4dXijUz17qcJ7lyvE4zpH90XZuVWNxn/pzQJXbtd4Yl+cH/6EqqP7gWRxxeXVs2VcT/Idz6Z4+rCNEMoB7tke5dNfWmZy1uHFE0mO7k/Q3bExSm86AV95q8j8cpPuDjX89fTRBNu2hB8L3Xv3coXX3i3yHc+keeFEetOi5XmSt8+XScR1Th5aQ7js3xmlr8eit8uiWguwLW0Tvv/63RpTcw2eeyJNyFYlAM+TLK44PPdEmjsTNd69XOa5E6lNEXUsqnNgV5yOzOZBJSkl+ZJHImpw9v0ijif58FOZDan5rrFoi+TL5/3rZXZtixKN6G3mSoCRoQgjQ48nCqs3fE6/V2D7aITB3jCNZkCx7HNoT3xT83Ql77C0AiNDYVVCkgqUEgopqO3jmr+GLtowwdmFBp/+/DzppMHzJzvozFob0E1PruPsAbh5v8LrZ1bYORZnqD/0yO+wTI2njncgpeTM+TwTUzUsU+PYwRTPPNnFQF8UAbz0TCeppEW+0OQzX5xTE9G9YTxPboAuappgz84ktYbH62dWSCZNwraa/YhFDPp7wwhd48atomoEJ0z01cZo67fk8opWOdFi5NR0geNKPC/g+u2yKmdtiTLxoE6z6SOEmjGQUjK70CARMzfNQOiaIBLWKFcljabfdvjppIluaNRrXhud0zapWHK/VUs6/cDUuv9Pt557nP0o8IVvwvf+qZhtmli2hWVbmCGLcMRidPcn+NiPvszwrk8CUFy6jmmaaLqOpuuETUXPKzQN2xSgaei6hkCJmvh+QDxqoWkaKzPnMTQwLEHTFRi6IBrR0Uy1YkRsHcPSmFpYS5X7umwMU1CqKkWqUsXHNAWphE61YXD51sa66pZeCztsMLvokUyaHNsXb988Az02O7eFSEZ1/uCVAp/5Sp5kTOfw7gidaQPfh5WSxxffLHHtbp27DxpEwjpDfTZ7xiNsHQwpXHsgKbf6CZYpCIeUA7lyu8bZixWW8v4GPL3jBtyerPPGe6WWWItFb6dNABzYFWOoby1KllJSrfvs3BZmfHhjXTqTsljOB9yfbvL2+2XevaQmQ3MFlWEAdKQN+rvtNoRy57Yo8bjBpRuqWTjUH+Lg7qiiIn4ordY1wchg+JHY9XzJ47UzRSamG0QjGtGIvummHegJ0detNAbyRZda3VfO71iy3SD+eiZli2ArUKWcqbkGz53IMNC78VgEgeTmvSqff3WJ81dUr2R0S5Tnn8wqUEDC/COhfWxLIxLRqNZ9bFvbQDuxed8kr7+Vo1YL2LszwYHdya/7HUvLTW7fr7J1OMJAb5jd43GMFn1ER8ZG1+BLX1tkeqbBlv4wu7cnePHpzkfux/tXSswtNDi4O8GLT3e10VdBIDE0CIcMhgYUtDIQrcBNqkX0P//2A17+2gIAB/emGOwLtyQdXd4+l+PWvTLPnezk+z/Zz/3JGl96ZYFGw6dS9fjt35/mlTcWNu2PpgmeONaBYQi+/Npi+3oKhXV2jsVAgy++skCp/FBpTf4/gEtHCPHngSPAM495/a8Dfx1gaGjo/8I9+6ObpusYpiQIAjRNW6OjxWDX8b/KyL7v5vZ7v65qcK1ibStwU806A3Dhy+9W2mwZSyXJQr6JEPDOyz/Bb4/8Y3TzBVwflnIemaRBIqpTrko6MgLb1rh8q8ndB01GBixGB0PsGLUplH1+9yslQiGNk/sTLCz7LOV9PN/n/LU6fgC7t9ns3BphYtbhlgaxiMHpC1U14Rs22D4a4ezlOuNbLISQBFJgWRoHdkbp67aZnld1/eW8x+2JBrGozodPpRCCDQiYL58u8WDO4fs+nFYDUXvj5Isuk3Muu8ci9HRaOK7ENODetEOx4nLtTh3b1Ni1VbJza4SRgdAmNEq17vP2hQorRY+TB2KPpBwwDeUsdo+FqFQl88sOkzMOuaJHd1axKa5nVATYMxahuUUq1SNdcv1Og5WCy6deyj62br7ePF9SqQbs2Bamp8tiYcVRFM6BfGyv4cNPZxEILt6oYGiCa7erPHFQMPgYsZRVi4R1Th5OUyy7LOdcJqbrbOkPbVpcNE3w3IkMg70hMq1ovdEM+NqZnOIbeqaD3q7HT/GuWjZtcWx/it/74gKXrpd57uSjZShB1bCfO5mh1gz49Ofn2DEa5flTnR/4/h3bYpy/XGRypsHIUJRk3MRxA2o1n1RSTbaGwxodWYumK3nl9BJPHsk8kkFz+1iMyZk6p9/NsWvco78nrGYdWllV0/EpV3yiEVXSWZ1o9X1JNqUygXrDo1YPFEWKECoL1AULC02Wlx12jMUJx3WaboBhCAxDJ5Ew2zKZnhe06VWaTZ9i0SEeM1nONXFcJaF4+26lDdvuzFpUKh7xWGtC+E+ODv+bEuHPAIPr/j/Qem6DCSFeBP4R8J1Sykd29aSUvySlPCKlPNLZ+fiL5E/TNFPHtAx0w8C0DSxLxzDVw7J14okO9j/94xiWgW7o6IZOgPpr2jpoqlG7XDAwTZ1E3OC196p8+qtVDEvj6U/+HL/8iz9J4OVIJCzevVbnwi2Hcl01cizLZKjXpK/H5DOvVTh7qcbFW00yGRM7ZHJn2iUZ1fCl5Ni+GH/5k2lWSvDprxa5dLtOoykRGniBxmBfuEWZoNJS14dUQmfX1hCxiIEd0pGaxoM5F8eVVGoBSwWfxdYilEqYjA3Z2NZmuGMsrCE0QaGlf9rfbTHQGyKQSuihUgt49Z0KSzmP25NNisWAF59I8Ynn02RTysGulltWbSXv8eaFCgs5l4Fui0xqsyO2LY2njiSIhDSu3XGYXnC5eKPGzm1hTh6MPTY6jYR16k7Ag7kmvq/Uo7qz5iOneteb6wacu1zh+t0a71wqE4voxCI6x/bHeepocpOzr9V98kXVqDYNDccLmJlvEiB5+niKnq61BcwPJPNLziPFwe9P13nnUploVCNk6TQaj84MImGDfTsTDPSoRcRxAup1n8HeMKmEwY07FSamvj5cc8tABNvS2pDJD7LxrXHGR2P4vuTmvdoHIosAhoeinDyW4dL1EvcnFcDg2q0yr7y51IZkPnWsk6efyDK/2GBpufnYxvfWoSiWIVjOuTSaAZm0xa4dCc6+l2NyukZn1ibcKiMKXW+jYWJRg4+90MPMXJ0z7+WYnKqyayzB4f0prt4s09Vpky82CYcU19Jgf4Tx0TjnLhZwnICezlBLLa7Oy19b5NI1xQhrGBpbBqLs3ZnANnVeeWORr76+SL0RsHUkyrMnO1lcbvLya4vkCqtRfgsG+Cdg3wyH/y4wJoQYEUJYwA8Cn13/BiHEQeDfo5z94jfhO//UzDR1TFs5a9MyMO3W/y2Dl879J37q//9RfvlfjPA3P//32gtBKqmTSOjouk4g1XP7d1jEEwYry/f5yhtXcR1VOzx09Dg7jvwwr/7uT+B5KlLNJg1qTaE0Zodt0Cw8qRENayTigr3bTJAGtQbYIY1wWOfL79SRCHq6bEIhnX3bQ5zYFyEa1njzQp2lQoDQNSpVnweLHhMLkj1jITIJg2TMIB7V2DkapidjYJmCiVmHL7xVJR032Dse4clDMW5OOrz6Xo3pxY3pqB9Iju2PsW1LiHpj7c6MRzQO7AhTcyR/8HoJTUgiYY14TMcNBKYpKJb9hw85oCLod67UmJp1ObI7xpOH4o9kwpRSspTzVPZgCnaO2owMhLg92SAc+uBSxFfeKvHK20q96EOnUrz4ZPqR/D4b9wtyLaRRZ3aNzO1hzH/TCag3A67eqfP2hXK7dBMJ6Tx/Is2ubVG6O6wNUM18weP0e6UNEFwpJcWKx+hQmFOHk8QjShTZ8QIuXCtz78EHO+9E3OBjz3fy/JNpLEvjlbfzfPWt3Ad+ZpVSY7RVP38YefMoi4R0RrdEWVxxyBdcGk3/kcimlbzDl762RKSFvOprNfyHByLs3ZloN+SXcg53J6oUCh5bBiMbykS1usf0XJ0gkMzON1TDfGuEA7sT3L5fYfJBjZ6uCEf3p6m3SjDKgg2+9ea9CvcfVEknTHbvTJLNqjmRmbk6Q/0RdE0nEtG5da9MreZRrrjMzCm9hpNHM8SiBm+dy5GIG+1avq4LRoaixGM6vgyYnW+SSJgcPZBi23CUN86scOtumeHBCMkWFbPQVhFE33z7Y5d0pJSeEOLvAF8CdOCXpZRXhRA/DZyTUn4W+NdADPidVtr5QEr5nX/c7/7TMNPSsVoQP8PUUEPQyirZPr70ob/PzhtfxXQbxJJhpJRk4x61hgZtZxAQYBIKCbz6PJ/7zX/AX/7Jr3FwPMFiAY5/+B/wOz//Yd5589dA/0uk4xoDvTaBFNyZlWQzOvdnBL0dOtsGQ8wseQSAHTaxbQ1PCoZ6VXT6a1+sgJR84lSEroyBoUNfp0KteC01qit3mxzeaWHqGvVmwJsX60gp+NATYca3qBtwpaAx1GOSK/vUHXjqUJjnjkY5fbHGuasNejp0CiVJruQzv+xzbI/NqYPR9hQjqIt/oNtkpeSxuBIwOqgRi+hsH7ZpNALuTruUawEdKaNdylkpekwveKTjOgd2hDi8O0Rn+tHMjgC1esC5azUGu00Ge21uPXDozugUSj6+Dzzio56naJ23Ddl4Htx54LClz/wjDTeFQxrPHU9Sq3ucu1rD0DV6OzeXSc5drdJoBBzaFaGvU+kIg1rIHh5wW7VUwuCJg3Gy6xrWuYLHa++WOLw70hYy/9BTGYIAbk8UQMK9qQauG7B99NGN31UIpC7g6P4EUqrM48a9Gtu2hDeVsIJAki96jAyGyZc83ny3yIeeynzd43Ngd4KeToueLovff3mRdNLkhVMd7dddT3HFN5s+fd0xHsw2KFV8ujoglTQ3CNR0d9jsHIsz2B/eMP2dLzh87qsL1Bs+n/pIL11dIT72QjfHDqb4wlcXuDNZZdtwjI88340MJMmk2RZCCXypIt5WrXzXeIKBvghD/WH+zb+9zUquyT/673bwsRd70ISinDj3fg7Ph4N7lAZCR3aN7fWJI1nqdY+BdUNh84sNvvjqPPmCy6E9CXaMJ+nuDHH1ZpHf+ewMY6NRXnymm0N7U+1sUEqB3CB5+M2zb0oNX0r5eeDzDz33T9b9+8Vvxvd8K5iuKZysYehqBFrINoTu0oFPgoTRuYuE8rOEwrqq4xs6sZjErQqEANOApgfRqMHI7pe4f/UzvPkHP8Wu/+5/R9MDYrEwP/y3f4lf+tnvYHTns3Rmx9i1VTC/7FGuSTrTOumERt0VvPxuE9OAdNLAtsDQYWJO0t+lmCs1YHyLyTvXXdJxn+1DJrqusW1Io+5K3r3ikEnqREI6F265HNlpsnXAYGZJ4nlQR3LxtkPTUeISY0MGsZBCvoRCeqv5CaVSwPkbDqm4IBZR06/ryzHTix6lakAqJphfkZw6FGHrgLqhIyE1cLNzVCcIaDuSeiPg3LUG+VLArlGLfWNrtW0pJfMrHrGITjyiHJjvSy7dbpJOGAz1WRTLPmFbwSu3DYU2UCmv2krR58L1Ogd3hjl5MM7MosP7N+pkUvojJQubTkChHNCZXoM6moYgEjbo6TAJ2Ru/IwgkS3mPnqyaUk4nTdIt0FS15vP2+1XGhm229G1eJAxDidA8bKWqT21d5iRaKLBnjqXQNDh7sUytETA2HEbTBEEQMLvoEovopBIbb/mj+9TOLOddpueadGfNDQ7/9v0aIVvj+ZMZLt8qM7/Y5NCeD6aGBjVZnIwZ9HenqFQ9VnIusYdoJDxPEa/tGk+QL7ksLjtEHpOFpZImyUSCyem6ukY0g0BCvemjCYHvKdGYQ/tSuG7AxHSdmcUmvZ0hOjMm710scOxgimTCXONREhupUNIpi3Rr+juRMKhUXV49vcQLT3Vjh3SOHcpw406ZW3fLLOeapJLWhkwjm7bgIVWtaMQgZGk8mKnxwtOddLcI7ixTwzIF5YqPaWyUNJRCIpDfZsv8VjDTVI0cbfXItUJ8ycYbUGii3VQKNEFfVuALHy9QTr/YELx0FN6+FvChH/rX/PLPnODsW19hcPeHSSbgxBMHWJ78CX7/V/4W0f/hS9yZyHPz3K/xQ3/p7+EGMDIo2NoLt6Z9IqaqQa5UJFETQmbA9JJC7RzdHWa0T3BryqcjqVOoBjxY8AlZgoW8T6kueOF4hHRc49YDlyv3PbYP6YRsQTSiePkBurIa04sBk3M+24cEd2c8FvMe8ZjGYLfB1QmP8S0mmYTWnnZcb+WqZCEXMDEnCZmC43tDbSbP+zMe7992eOFoiJ7s2iUZsgX7ttmEQxqJ6JojmF70cD3JvWmX7kzAnm02DUeiC9nqJwgu3HQY6TM4tveDdVB1HZIxrc38aZlqzuLh/a/WFaXAcsHjyp0GTx6Ikk6s3eymIXj++GZHWKoGvHO5xrYhi+0DG523rgviMb19HB4235fkih6zSy6RkMbYFjUbsWs0Qkd68627uqAd2RtHStUszhc93r5QoVr3GBmwObL30Zj+jrTJi0+mN5S9/EBy7Y6i7h7sCzHYGyIS0tk2vPmYVms+SzmHwd4QgZS89V6BTNLg+IEU71wssnUkytH9G+HBlqnx0tMdGLrgy68vY+gQXrcovH+1iOtJDu1JouuCStXn1beW26IkjWbAi6c6+J6P93J3skZnqwRzd6JKvugggOOH0iznVcDy/tUCr55e5js/3Mf4aAxNa9Xy5cZz5jiB6q/FzBasVz1fr3tMz6gewx9B6RSAeMwgkFKpwJkbS5CuJylXXbq7HmrSBwGB/y1a0vmzZoZtYIdamHqfzb0VqRo1ui4IhQxocVsXGoJEXNB0wVdcTNyeF+we1jgfZPiev/Ef+L1//yP8jZ95Fy2WxReCH/1//V2unf8C1974Xxna9wO88ge/yA/9lb9PtSEpluCJXQa7RkwEguViwFzOY6UEwz0asZDk9iwU6pKxIYOTe1U07fmSrf0GC3mffFWQiAVcvCPp6/BJJXTmc5LrkxLLgKFuCNuCJ/YoR9Wb8Wk4ktmVgIkFn0xMozOtEzbVfEEypjO5EFCuuRzfubEksn3YYKBL4wtnmyRiOiCo1CWxsKArq5Oa1zcIgABcue+RLwU8scdYl+5KphZ8DB0O77QJ2Qor/c61Jl1pnUM7QzRdiXfPQdPVTfWw8161WiPg0m2HrQMW0YjGUsHH9wXxiKayt/X7cqdJw5Ec220T3h0hGdvopBuOxDI2i08noqpvce2eA6LJzpEQUkqWCz6RkMbxfY9Xy1opeLz1fgVdE/R1qfMXsjV2jUUwP+DONQ01mn/1Th3HDYiEBbvHYnRmH18KCwLJrYk6iajO6FBLWUsTJBMGpYoStO9IWyRjSnOgI71RXGZqrsG1OzVSCZNUwuDI3jghW0cIsC2dbNqk3OJZSiVMFpcd3rlY5OThFJmUybMnspw6liYI1njgi2WPi9cUnPTo/hTFskcgBQM9IbyWpKGmCQxDo68nRLPp8cbZHMcOpjl7Pse9yRq5osOR/Ypy+5f/ywS5nNsukfmBr1A6Qv3+6bk62bQicatWXBCwY0wt4u9dKuA4HoWyy8kjHWwdiVKpekQjqvE7OV0jnbQ26SQ3mz73JxXZm7XuOpyaUedmMB3GfghIIITWquN/i5Z0/ixZOGQQCknl8Fur/KqsG6gUUdfVjR+NKHIm31di00KAZkiEFHiBpOwInKJgsCsgm3yOO5e/jy/++o/zw3/317k7pxGPCP7df/gVPvTcMf7OwQ9Rq6xQKDYIRJhQWDV3Iq3osCMpkELDFxCJaBzaCoWGcmCT85LYsHJ8hq4eC/kAKTW2DWjkKoJUDAoVScMRdCRgsGtzlJ6K69yd9VkpC6JhxTXTdCRuoKgm8uWApqciS/FQ0KoJQSyi8eRem7AN7950mVmSfOKkQWdK5/kjIeyHEJaVuuTBQsBof4BtSqQUyqlvt1owULV/QSDp69BJxdWX2qZgdMDk5XebDPcEHNnxaOihrgliYQ3LhEpNcuGmw3Cvzt6xEPHoxh8wNmTiequsnRu3U675vPJunbFBi12jG3+Epgn6Ok3K1YBMKyNoOJLzNxp0Z3R2jYbav+NhSycNDu+O0pHS2+piric5c6lKJqFzaFeEYsXHtgShdeWnmQWHfNljJacc0rPHHz3NvN4CCbmivwEO6LhK+nJ8JNy+FqYXHM5fqfDM8SQdrV5KpabKEk8eSZKMq9/Yuy5qffJICscJ+NIbK3RmLJ44mETXFcW1Yso0sSyN3JLLW+cKnDySIhk3GBmMEIvqbS6dnk6Ljz/fRUfG3MBKqnQPCnSkDCZnGhzYneDJo1ksS+PmnSrzi012bIvzxJEMu3ck2hBVXUP9XhFQKnt89ouzWJbgL37/Fr7jQ72cObfC735+hmef6GB6ps7QQJi/9P1bGB6KMrfY5PTZZYaHonR1WJy/VGSwP0y97mPoghNHs+3F6MPPd3NvssrFq0XuTVSJRHUO7ElRqXnUGj6f/sNp9u1KcvSgGtITLbqHb7NlfguYbSsUTDikq78PPRR1qnKqsaggElE6tOGQaD00whHBkW2aok4Q8OIBnY8e0fiuH/lZ5qeuU7n3OzhOlb/y8Qy/+5v/kZ/8x/+c//y//lU6urfglO9hWGr4JRlZuxjO3RFITWO0R6MzCdmExkCnQd3TmM2zCca2a4vG2KDGpUmNSlMw0qdxYJvOjiGNlarGe3cFDWdzWll3VOSxe8Rgz6hO09coVwOGujUWS4K5nJrSfBSOWAhBX4dG3RGETUEgBYsF9VrYVlFprbn2wWM7TZ49ZDExH3BlImBiPmixawosU0X2rq8WmG0DJh3JNYd6b04hMVLRx1/itiU4sN2iXIOGE3Bwu0XTFVy45VJvbvwBmaRB97pyk+NKnJbgR6MpKVYDgseAp3VdsGtriO5WhO24sGPYpuHA2SuNx8IcTUMw2KPqxEIoZ2/oMDZkM9hr0nAC3rlc5+b9jSjnlaLP4orPsf0xDu6KqKZrySdofU8QSC7eqDM5u4b+MXTB00cT7NuxlnGoGjsbkEO9nRbxuM7tiUZ7MGhqrsnlW3VC1tpcSr7o8t6VchtSalkaTx5OsXeHoqOIRZVOwyrZnx9I5haalCpKRW1ius477xcZHYoyOhRlbqHBV95cIdpSCFtv2YzFzrE4fiBIxBVS5vLNEiePZHnicIaVgssrby7hulJRKqzOxQSKygSpkUwYdGZtpmcb5AsuQQA7tycQCHJFh6OH0szM1enI2qSTFomYyZbBKPcfVJmcrrVnP6bna7z9Xo7lFoGgpsGObQlOHFaiLEv5BmfP5cgXmxzck+L5JztZXHH48huLbRRTgLaBWuObad+O8L9Bi4Qhm1JNFT8QBK1JPU0H6XkYvkdI97E0H9NrEGgGumko+UJdZQWBhK6U4PaiRAC9WYEvBXY4zF/+7/8Tv/AzH+d//PmnGdt5lM/94e9TqjQIhTOUGkvkFu/Q27mPjiQk1zmz+QL4UnBip6Ano5ynwu7DYJfiOllvyahGrhLgBtCdXnOMhi65tyCxzTWR51XLlyV+AKm44MGiYLQH9gxrLJck16ckUQv2j2r0d2wubYAqJ717K6BUlQx1axzdCanY2vvmcgEzy7C1TxAPq33uSms4rnpfJLSGXAgCyZWJgJAFu7boNB3JQkHSkxaUawHluuCpfTbdmc0Ov1xXvEbRkMD3YT4XkE1qbB/UCVmCbFJsyjaqdUmxEtCTVQiti3dcNAGHd1hkUzoffzK6oc/wOGu6ARdvN7FM1ftoOqp5+PXs3rTL3WmPIztttvSpnZNSsnPE2kQlvXtrCD9Yy4AWcx7vXKlxcEeYjpSOrgnyZW+TaLzxUP8hEtZ56kiMr71TotEM2D0WIWRrdGetDYRmo4MKOZVYx+908XqFM+9X6MyaDLUmgNfTY9iWxrNPpDFNwex8g3cvlentthgdihCyNKVMNh5rQxVnFpqcvVCkvzfE3oe4heJRgz3b40RCGpdvlLh4tcS+XUr/eHRLhAtX8nheQLHsUph2GRmKYlsCKYNW6U5d1/t3J9m+NYbr+vz6p6fYsyPBX/6BLdybrDI1U+Pm3TLFssf3fecA8ZjB8UMZdo7FWVxqcOf+MkODYT714T5mF5vt0s78YpM3zy7T1xPm/csFnj7ZwbEDWaSE195a5rlTinCu1gjWaUTLb222zD9LFg859GeadKVcBjoc+jJNBrua9GUdnvvMz/BXPxnn4G//K8Zf+XV+9DtinPyv/5RU3KcjEZCOBaTiAdlEQNgMyMQDsnGJEBIZBBjBEnsO7OGv/LW/za/+f3+UHXsO8f3f//38T//0f6fZKLMwe4/zZ79CMiqJRdZGr+tOQNiWpKK0Rar9ICAWUe9ruGwiY3LcgLANiYjADwQTS+oiM3XlXFNRwYNlgbtuZqbcUBSyOwcFhg6LRUHIBNcXCF2wc4tgqEunVNO4OQP58sbvbLhQqAo6UoLxPo3xfp1MqwwTBJL5glpA789LppbUb7MMwWifTjouyFdhpaSe1zS1sHUkW+RbTZhdltSakE1qHBoz6EoLak3JrZmAeitbCaTk5lTA3ZmAcl3d6Ie3m2zrU84qHtHo6zA21fAX8wE3pgJKNbWd/k6dvg71GU0IssnNjd4Nv92RXJ/0eOuySzZlsHPYpL/LZHTA/MAbe1WiMB7RKJQDrk6sReVCCAZ6rHYZpf28xgY4bCqus2driMWcx1sX6wQSTh2KMTpgcfuBQ/0D2CgrtYBbkw4LK2sXwv4dUY7vVwIld6eaBAF0ZNZ+h5SSwb4QHVmDe1OPZ06NhHVMQ2Nipsn96QZb+kM8fTxNteFz874a8FIoI0m54nFgbwKkqu0/ynJFF8+HocEI1XrARIvDf2nFw/cUK6ppCXL51jHUWuI3+CyvNDl3sUAiYRGNWgz0hQgC1TOZW2xw9r0Cw4NRtg5FWFhcm3VIxE1m5uvMzDYolz2iUZOxkVh7BiMRN+jusEklVI/q9r0K20Zi9PeG6e600YRker7O4mJz7R5t3df/t6dW+H+Cxe0GthZQdwQhy0VKJUkWELD443+Xxf/3j1NuqrS46RtoCAxcfN3ExMeVAoSg0ggwdB1DqL/35xw+9xv/mndf/yw/8Q9/hlrlDynnprh1y+JjP/QP+Pe/c47f+A//lGSmB9vw2dqt6JkB7s4FSpA7JQjbGg0n4MoDieNDT1pjILuuxxBIpnM+szlVdto/KinVBIsFiR9ItnRAf1ZQqIJtqhvO8yVTyxLbgrFeQcPV8KRynvcWoTshiYUgExMEAczkIF+B1Lp+pJRQrMFwj2C4U2xCszRcKNcFyYji4bFb8EY/ANcHS4flEkQsyLa40vqy65gho5CMa1QaajHQddplkFIV3DSELeWcx/u1luOXJKMw1r+2HcdTTIUha+P+dWcE0ysaiwVIxaCvQycIJFNLAYnIxmzrUVZtSOZWAmIhjd6shhdArhy0F7zH2UIu4M6Mz4Exg5eOf315QoDbUx4rxYBjuywMXZW/hvstwisukVCAoatjlC9J3rlSp9aw2D/+6G1nUwY/+LE06cRmV1Eo+1y902A552KYGgd3KBhosexz7W6TrUMR+jo3pkpBICmWfZYLHgPdFuGQxthImFTSaOPj7z9ooGuC4RbnzcR0g8nZJmNbwtydrKHpkIxvZCqVUhIEki39YVJJk/NXipy/UqTpBrz4lEICvXZmhWrVZ/vW1uCY1FugC52OrM1zT3aSTlms5JpUqj4zsyVeeqaL5052ELaVVOaZC3m2LDXp64m0r+FjBzOKdC229lsVhYLKdK/fKYOUjIxE2TakSmxLyw1Ov7uClPCdH+5nebnRpsMWQiD/ZCo633b436jFDRePCpbQCRsOnhQYQiJpRVnSx1SkhJScsBL71nyCIMDSPJxARyBpOBox0yds+ASBQbUZ8Dd+/Kd48sQJ/n8/908QhsVrX/l9duzYiaV7hAyfv/cT/5hyHfzAxcBDyjBCCOIRSNgeESNgNmeQCKtoIhH2idkBiZCJEK36sQ+5CriBTzas6uEdMchVdCp1mM1JEmFBV1K0G8KuB7lqgFeURG1BLGSwo1851EIVlisBy2VJ2NJIRnW29gASQg+VReZyPuUGdCR0wg/1UUOWYP8wWCYsFQWpCNQdyZUpiSFg54BgR/9aBrPeqg2oOapk5vkwtQy2Cdt6IRkVHNi6sVyRiKrxytHeANsUSiRmBbpSMLMCtSbs3bKRA8cLBIOdkE2ue86HhTz4PiQfD7YBIB0XHN9lYhmScl1wd0Y53swjUJLVumRyIWC4VyNkqcXE1AWx5AcvDlJK7s/7VOsByZi2qVTUnTXpzq7uu6KILtVhcs5n//ijt6lpgu7sxhMppWRuyeXq3Sb93WqILF/yCaQqGUQjOjtGQvR0msSjirHScSWxiM70gsPpCxVkIImGE4RDFp0Z9Vi1jqxJw/F552KJrUMRmk5AX3eIo/uTVOv+I+ku8kWXS9fLNJqSH/3BAfp7QpQqLmfPF8ikTEplD8fx+a6P9dCRaV18reOjCXV9ZNIWv/e5GRwnIBk3efpEJ5al8eaZZe5NKhGbkcEop453tJ19re5z4XKBZiPgxnyZgb4wi8tNrt4ssX9Pip5Om0zKIhE3VF1faLz7fp65hTpHD2bYOR7D9SRvvZuj3vB59skuRRvNt/Dg1Z8li4kyNHOENINQo4EPqNaPQSBAD1yiRh2BQ8a08aWGL0IYuEBAXUaxRZNQOIGNgy0alMqC/owGjRx9zx3i+z/1Gv/5V/4P/pd/+VNcvXqFmFUnsBt0ROP0pkwWFos4dR1QEVBfWlApVRDSJxVJk4ppJKOSB3M1HK9Bw4kTDSuHbxsw3iN4sBQgAgfHAR2d0R4TP5AsFTyWix6dSYOIrW4M0xBs7Yb7Cz75ksQQklTUBATJCCyVIF8NmC94hC2b8CMGlhQ8T2UFUnoUqoLkOjZJTaw5v1gL4FFvquGTpg8zOclgx2aqY4BSXWUHI11qGiJXDmh4qtRktlBJj7LV6LrWVOWqpAvxMOSr0HAFkXWL0swKSATD4XUDMggGOqHjg/XHW79PEA2pzOfy/YBEFLb1Pnq/XF/1GVxPlWPCIUm9CZb5wagNNScgCds6u0cefWvPLPlUGxJDk9yb9Tmyy2a45/FwzVWr1APyZZ/eDh3fE1y+61AqB4wO2oz2mxu0gk1DMLaOxfSrZyos5lx+4CMp0gmD3dvCdKWNR8JEC2WPdy9VEUISshQD6f4dEcZHI+iaWFfnXrNS2eO/fn6BRiPg2P4kuaJLPGrQ3RHi6eNZDAN+4T9PUK167UY7gJBqtiIIFBjg3Ps5rtwocXh/iudPdZFOWVSqHrmiSzJpcHeySiZlEY+vHdtiSVE+HNiTIJBw6VqR+1M1OjOqtxKNGHzXx/qoVD0uXy/y8qvzHDuYprc7zJH9Cj56+p1l4lGDbSMqaxECEN8evPqWsFg9hyjPYOoh7HoZX7fQNYkM1MSt8F2cTA8AroGSQpS1dk0laTRVvV76hEQDCWh+nWQkTlPPI4VGRFj86Pd/hB/8+DN86Y23iIoamigR0W0iUZuqUcMQa4gI09CJ6Q1c3yNuJ9u43mxcslJwcOsVSLaENYQSDNnSGTC/4uB6ksAV6JiEQxahTpOp+QbFcpNE1Gxz+icjOmO9sFhosFRwCFlx9FahuDNhoGmqOTifqzPQGXlk03asV8PxJEtFn3rTw+4RhD9A07XpBUStgFhIb5doHmVdScjGlaN5sOyzUoJICPxAYD5+822L2LBzQNW9p1agUFO9gMi6qdnh7s2fW6nAclE5cstQWcXXs0QEBjpVf2O1XOZ4G78rFRMcHtfbC9VcTjKfg11bYD4v6U49uoSkaYJD48YH4jsqdUmhKskmIB4RHBwzHym8Xm2oWYzVvsTEnMfblxoc2WlzcLvNsd1hQpZoD2p9kF8KpMTz4eLNOvt3RNg3vnlwq9FUJZDLN2rcnWrwyRfSOI5kYqbJ+EiYaPjx2Y2mQbMZkIgb7NkR56unc2RTJj2dFl2dNqWKRzZtk01a5AsufS2pR1/KVeIa/ADKFY+Tx7LYtsbpd5bZMZ4gk7QYG41x+WqReFRlCsu5Bn3d6jcsLDUxDI2BvghTs01ME158qoueLltJNnoBr5xe4v6DKluHIvT2hBnZEuP6rTLziw1qNRcp4dQTHW1KBj+QSP/PCkpHiArA65oGsRjU6/C3/hb8/M//ae8ZAEY9h1Yvgqhiuk2k0Fpj0Cj8bBAgcwrP7Cc6EEJD8z18XUMIHek20OwIYUunVl1GGiFM6UOtiNksItGwojZBo0AmZPFjP/ZjFO5cxXcrmEGKwLUJN/IIc6N3CTt5DAkGa1wlll8j7JUwvc11A8vUCPsVbBkgAw3fC4NlYegaSdulVqvjORH0kLo5hBDEwgZOI6BUrtFo6ESja3XUbMzAd5qUq3WajkE4tBn7HjI11eR1XZyGQ8OBsP34urQA/MDDNn160o9/n76uSRkywfc9EraGpX9wCWS9rYqY2YYkHoalYkDEXitrha3NN2BnAhJhWCgo5NW2njXHJ6VqCD+cXeiaYLRHo5lVZazpZclKBXb0yzaSSrYcpN4SwejNCOJhyXw+YLEgSEYFj0PWPy6bWbWxAdV7eOuah+vRFv9Yb5Waz+fOOPR3apza21J76jeo1i06UupArZ8y/iALAolt6YRtn4Wcj+eBNDcem6YT8F+/lKc7a7BrWwgvkAz3q+GqjozxWLqFVbt+p8r8ssveHXHCIZ0Th1M4js8bZ/P099jkCi5D/SGO7U+TWBedG4aakxFoGLrgpWe6EZrglTcXmJ6ts7DsMD4a4+DeFKmESank8Eu/PsH5iwX6PqSc89bhGJm0RSph8fypTjXrsm4BbToBr7y+SMMN+J6P9/LUiS5qdQ9NF7x1bpmZ2Tqf+mgfw0PrG148FuL7x7VvPZSOlDGkjD198CDMz0M4DN/3fd/QJoJmnaDZIKjX8BbnCByFFAhqVZzFBZz5aXVDVkq4xQKNidv4ThM3t4SbW6F+7yaNhVmaM5M0Zh5Qvvwe+Te+SO7cmzRvX8crFKGwjFet0Ficxy0XcfIr+JUyfqOGVVjCKi8TXZwgsjxJaPoWsaUHTL77Nt/9Iz+GMT+BVisTXpkinJ/BTGTxV2YILU8RKcwiqiVCK9PYTSUcrZVmCZcWEbkZgsnLhAozROUaQ2WzVsHKTxGtL2OE1qInbfkB8coCYWPzxSMEhBpF7Poy0ebKhpXf9OuEnQJasBkNEbE0Qn4Z2djMyhg2XOygjPQerZO6ajFbJ6Q1cB+xjfUWD+tELY96vYnrPhqZ8bClY4KetEa96TG9/HiM+6pJuVHkJB6CLZ2Sugsr5Q/+rKmr8lNXErqSkkI1oNkqGRRrcH8BGu6jjr1oN4WzcehPqwwhkKpfUq7DjRn1F9QgWSIiqDsaAx3Qlfz60V+1EXB5wqdY3YjAUUNxqtTVkdQ3lcimFj0u3fOI2BALrb0WtjWO7w4x2P3oGNH3JbcmXe7NbDz3lbpkx4hFMmGSSRrEIhp3p1zeOF+j0cKd65qCNQcS+rttnj2WwPUk0bAq4b1xrky1rqZ9p+aam0RiMmmLob4QK0WHN84V6GwNZhmmxsKKSySss3d7goXlBu9fLa7NI6yempYXnJ1vcOa9HH09Efp6QwSBxHF9Gk2fdNLiwpUSHSmLgT4VfBSKLovLTQZ6w9QbPl99fZEbd8vUG2tsotGIwb7dSfp7Qpw+m2NxqUEybvKxF3p4MF1nYUmJszTWfUZoitjuT8K+9SL89fbpT0NXFzz11B/5I87SHLn/8m9xazWMUBhvaQE920Vk9yEaVy/gzEwgZIB58CTOpXch8BGeA1YY6TYRfsuxSLkZiA4gBHUVzqvOrNYaMhJKh1QC4eE+JOAVKkqn1vMxkzFGNZNY4PEv/80v8A+/68MIp46W7oD9Jbx330ArL4NhwcwDNMPA6NuKX1xGf3AHkAjHQebmMT0HY+xIe5fk3YuY8w+ga0DtVrNOIDSM2dvovoe1Q71XBj54Lhgm7uI0dnGGwLAQZhhtHSjbaFYRzSLUy/j46JGkcoqBj6FBxK+iNQ28ioERS7c/p7t1on4ds3W1es0ammagmWsNOSklXq1IRNSxHh7H3XyoSdoBDcej6TgEgY9lKaFnP1AYaiGUTF2p2sDQdaJhi/6sYKkU4DjB2pCNlBvqzKvPLZdcLEMjGVWcJ7lqgKkLxnpVY/OPUkeNhSTFmmSxJOmIKwdtGRANwSOqJRssbKsJ7Lm8utxKdRjsgM6kylZWzTQEu4ZUhrC6P3VHzRM8PGMBMLEguTsL6Zjc1FDWNcGOIR3XZ8Pvqzclt6ZUaeWlIza2pSCRjrcZtbTe6k3JuetNqvWAnqyK/D1fMr3ocnPCZbDH4OlDa2W+SEiQimvoQtFHxCIa3/shdR0FgaK3fvdKjWP7IviBGnKbmHHI5V0Wcy5H925UQBsdDPE9H+1idqHJ7ckaE9MNLl4rk4zr7NoWUx02Q+NLry0RsXX27ki0SeU0sXabv3c5z9n38vydHx3lYy/2MfGgyul3lrl1p8L3fKKfbSNRnjmZZahfHdBz7+c4d6nAj/7wMJGwjqbBu+fzXL1e4js+1Eu0xQv0A58cZGauxtnzOT77xVmOH85w5ECG73ipl8npCr/1mWmOHEzzsRd62udCiD+L1Ar/+T/DX/yLH1wgfMiaD+7TuHUd6TgE4Sg4DSSS4te+AIUVgiBASElw+wqymF/7YL0lAyhQxDC6UCHAep8v1l4XqrUPgbphZCDbu1mbmAEJummoko8uaAagZbv5uY+e4Pn/8BleGunn4FAP4Re+F29lFm9+EiF06EgiFmYR3f1ERvdBrUzguATLC4CJEUhwXYTTwJ2fRFZK4DpobgOBjnv3Cv78PYzdpxBWCBGKIQIf7+4lZDQJlRzYEeTENYSpY23ZgxaJo1vqBgoaNcTSNLoIkM0q0neQQsdvVJH1Enp2gHDnAEGzRtCoIqMppNNACIEZiSNqJfCaBK6FW8qD72BGEhiJNZUkw7KJhBw1iOZ7CE01b52agq9ZUdUFlYFPNGQSiYTQBNRrNTRNQ9d1KuUylmURDoc3nB4A3w/IxgyEtsaJU2961BsuyXgIXRPUmx6aAF1bQ7NoQtCZ0NV3OQGVhmzX5z/wmnMliwVJMiLbA2yqHKRel1KSr0psA6KPKE/UXeXoOxKQEhCxRLtxDSrSrzVVZL++ZHRvXjGvjvdt3qct3RodiYCwLXB92V6EV22lDLmyJBUVWK2FRdegK6PT3yHalM3nb7ks5gOeOWARCT36PtSEml8Y32LQ2Zp2LlUDrt/3sC1FKxINa22Hn4jpJGI69aaChW4dtBjfYvPe1RquL9k7FmJ00CIe0QmHNHo7TS5cr9J0A548FCf7ED32g9kmp88VOXYgRjikU637nDyS4u5klau3q5QqLtuGI5w4nFGaA60elyZ0AtR593xJb1eIbNpkabnJvckaPV02Rw+keevdHF99Y4FwyODw/nQbodPfG2JxJUKl6nLhSoGmEzC+NcblGyVm5hqMb1UlT10XdHeGyBUc5hYbTM7UObRPsn1bnI6sxZvvrHD9VokTh7Nk0lY7lvwz1bTtaTbhtdfgP/7Hb+hz0vcJmi4ykMh6AzwHEUnB7AOko6J3KQNYWVG4OqFtoL5rH+RHaTysRvJCW3PwLWePALl2N67bFmiGhaZLgqU5Ok2Dn33hKH/r06/wlb/x3ehX30MKE5oeUg8gl0NzXWSxhLc4g5dbRg7tgNlJWJhGHHoKOTtBsDgD9QpBfpEgkUWzE+j9Y/i3zhGUi2iWiX7848hmE/feZeTMbfRdJxGRJP7EFQg8tME9mF1DSNdplzXcexehXkLrGUZPdiI9B/fuRUSyAxFNIAwTI9GBdJugGwT1Cv7sbYimMLuHIZoAz8XLzWAYFlIPE/hu+7gKITAtG9O0CGSAk1/AiKUxQhECz0N6Li4SIxzHqZYJfI9IKgsIDMNA15VDsSwLo5WVCCFIxsK4rkOjUafRdDANk3A4pE6ZaCF1ZECt3iQWsak1PQxdIxPf2GtYjZZ1TcM2ta/b9K07AStlX+kRmKItjN301OyApqlhslJNzQFEH6FemIpAxJLo2qNr8OW6WhCy8bVegxCCgawqPTXdzQ3jWEigC42rDyQdSUmlLulNK8oNKSV9WehMaht4fCxTsHdk4w9uuCB0tSg4ruTWlEciKhjoXKOHti3BgfGN0M1UTOPoLpvbUy6Tcx7zSy7DfRZbek3ev9lQw18HwuzfHiLVGhyLRDSaTcly3qPWCNrlOCEE+3dECQKV6biepFLzibXgmZOzTRZzLpdv1tg3HmVkSImc37hdZSnn8KkPd1GtBQz22vR0hWg2fWxbV3xPUt2n07M1JqZqfOzFXiIRjbffyxMNpziwJ8XrZ5a5c7/BoT0pVnINBvpUhL9jLMFQf5Rf/o0JCiWH55/s4sj+NGOj8fakba3mMTldw/Ml129X2DUe56Vnumg6AcWSSzymaNY9T7ZFUyR/BnH4H8/l4NQpGBn5hj4nAwWzIoAAT9EeVCsEjboaNxUaUmhotVqLR2PN2YvV9K61xErWRe+aQCIJXB/0VlrdWGt6SSlVxBD4aKvNQsdHaAItpGON7MB7/yzoGh8d7ObzPR3807eu89NeALpAiyegXEFIDatnC36xQPlrf4h8cBt9YCtaslM52KZDUK0STN5C7x4k0HRYmoFsN7JRQescJBA63uQNjOHdePcu48/cQUhA09BiKfxQFL1nGC2axrtxDum76MO7EHZEReupTkQ4gX/rHKJvKyIcRc/2oUVU81c2Kvhz90E3wI6CaWOkuhCaEoQJqgVENIkWiiNlgHQaBM06WqtB6xUWQNMxU134poVfXkFIHzuewquV8eoVdDuCFVGfVwusj6ZpONUSmm4QDm+sUwS+R7NeVUNToQi6obIA0zQJRyJYpoFtG/i+jxCCdNzexFfi+QFIia5rlGsOhq5hmx8MvVHoLElPUifWQpI4HiwUfNIxQSKs6uT92cdTKKh5BknVgd6UxH6IdbM7pRrExkOLT8QWTK0obp7BDlqN0LXXbUuhi2wTKuvaJfN5yUIBOpMK+vioktCqHdthIFo49ZormV4OqM9KgkAw1K09Eo0FaqHrSCmnevr9BgsrAVtamcjOEUtVQ1vEcqu2cyTE3akGX3qrTCwsGO6zAaVpoOui3Zi/db/OhetVBntsTh6McWRPjG1DIa7fqbX6IJJ7kzVml5oc3hNnoDfMl762xNxig4N74Mx7eY4fTOH7raBNCro6Qhzen2bLQIRbd8vk8k3yBZeJqRo7xhIcOaBTLHmcPZ/n0rUS46Nxto3GCIV0juxPE4no7N+dAqBrHfJsOe/w7oU8uUKT/bsTfOqj/SRiJpevFbl8o0g8orNne4LtY/F25iERSPlnDIf/sZUV+Jmf+YY/J2WAW2uCHyAMA+l6iGIZYYYJ8jlVrgGEpSGd9c7+Gzi4qznXQ+bjgYBgNUqTSvRcChcvt4LveQhfIDSNn/6O5/nIv/0NXuiK88zYMJfvPCBuagx3DuK5Lr7TVOJMlo1fzOEhMbsHwQ8Img2EZqDbEUAgdRNSXXgTN7H2nkArF/AmbiAicWQ5j4i36uz1CvSOYGzZjT99G39lAc0KoaU6QNPxC0vgNMG0ETLAL+XReiXmyD4IfKTvge+pjCaSgGoRL38PLZpEtJy5nsiiRRJoIeWQvaUp/Nw8nqZjD25HC0XRE1lFAasbmNEUrre0FolH4uihCJq+dml6zQaNxSn0aII1IYKNVsmvAJJouhNd15FSYlom+rrtRFvTXkIIdKFquI7rYRpGS2e3SRAEpOLh1lj/2kl2XJ9SzSUZ3ShDGAkpPvv1149pQCamEbZUNJqrBKSiGqYpCKTcRNsAChq6OqWciUky6ziG1qOQ1ptpwJZO9XehqDD+23ppZyWaEHQkBMUqbOlSMwagSlSagOkl0ISkN/P4a1/TFJ1FIqJq70/tNbk353FvLiARE2Tiiub62qTL9kGd5EO8PomIRjalsoFVrqFVzeKmowRrejt0+jqN1iJhkE4oXWDXk7x7tcbYkM22obVMrKfTpHfJpOkGBFJRNETCOroueOs9JYa+d0eEwb4wo0NR3rtUJJCSQknp3PZ02kQiBrpoqVhokkhYZ3xUlWC2bonS0xVifrnJwkqTl57uorszRKnsMjvfUBF90WXbaAy9xYz5OOvvCTM0GOb2/TInjmRJJ1UmFInomCacuZBj/+4Ue3em2p8RBCD/ZNgyvzUdvhAnuzTtG0bngIq4kIqlTOqmCrcCiTU4SmN5TbtTajbIettvryE1ZKv5uqpk1Qr59dZ7fIkwNKT3AQoILaCCZugE0kc2mwQ3rqJZFngeQodktcS/fHo/f/8r53jre3+YP/zqz6EDf3/rOMHMBCKeJP7cJwlKOWrvvIZ76yKO52N0dCEicYxte5CNGu7iAno6jWZHcF2Xxvk3ELaNruno6W5EOIbmNMF18O68j/R9yHTj3bsC2W7MPSfRw1GCagk5P4Fm2IhoElktow1tx0j3qLH16ZsIK4x0HfxyDi2WQuseRvddRDjKKh+yMCyE0ZKQq1fwigsEbgMtvOas1UKlavTuyjSaFcEIx1unXiD0jZelV8kTeE0MAXYy034+8D2QEs0wW8igAE3T2tsJhzfivR++eRzHpV5vYIdsPM8jbKuoX9M00g+VehCtq0FKGk0PL5BEQ0a7TLXeNKHI30DV911fjf03HFgq+3Ql9E1RdTysEbUlhZqaZgaFx14qSRLhNRrsh23ViYctyAuYWFBR/arTlxKmV5STX31vNqGRiUsqDbXI1JuSsP1ox1Jvwp0ZyVA3DHSoWnxnWidkBSRabK2+L7k/p5rdB8c2OnxDh4Pjqi79sKZwEEjKtYCZay7bhy12jtgk4wanDsU4d6XGvZkmQz0mmaTOxRt1OjM6fV0WiajBqSOJTUpRN+7VKFY8XMen6YT5yDMdpBI6b76bp1LzefaJNJWqx7GDqg6v6xpa63ytN701dXv1RpHD+zN0ZtW1kIibzM7XFfEaEs8LHjnD8LBNTtXxA0lf71q/qVzxmFtskoybnDj88IKh/Ylp2n7rwTKV/aVXUymIP1qd54NMSknguQSBJKjXVUCfSFJ7/xyBLwn8gEAI9ZrnI30fGaz7G0gCGSCDgEAqjppABgSeeshAtv9ueshV+tlATe+1ADzrVpW1EpDn8/RgDy/t38lP/NL/wXA6wUSpCq6j7tJ4Ci+/jN9o4DeqCMDsH0GkOlWfYmkO5/p50ASaGQINtFgSmV8At4l57EUkEn/mPu7VMxD4aL2j+AtTyIUpMC1wHWR+QR0z30N0DWLsfRIt04tcmlI9gsVJgtm7SCkIGjVIZBSqqVFBWCGMge0YPVvBc/GXp5Gu0z4P/vIUNBsYHQPYW3ahtRrD0mniLU0rJ+06+JUCMghax181T2QQ4NVKSN9Dt8OEOwewU10bHKxbLtAs5VQ0Hw5jWBudtOc4uM16+7z4vku5VMR11D5alkksFkHXNKQEQ9exrLW+wHpHbhka0bBBqdqk2vBoOJubPA9DPFvPErUUxl7TFBnc40o7mibIxDRsU5CvBEyvSKoNFbN8PUuEIWrBw0JJQsDWHhjqXHsuCCSLRfXaxCJMLj1+u9EQ7BwSrQxEEkjJ1CLUHa3db4hHBfu3GmQTG93JUsHn3A2Hs1cdmo9A6oZDGk8fDDE2ZBGPCqYXXEpVn+6MwfiIzXLeJxzWiYY1lgsuxbLPxZs1Xn6ryOkLlU3b278jykeeyqAZGm+fL/G1M3lW8h7f8UKWQ7vjXLpe4g+/stgWMfd9FdYFgZJanJqt43kBtq2zezxOLu/heT61us97F/NUql6r1q6mzF1PHex80WFyuvZIsjNdF4yNRqhUPe5Pru3zru0JDCFYzjmPgA6v9S6+2fatGeFL+Tf+yZEjf/1j/w0fFTIAL8BHoklNNWjLDVXTl4E6loEA31N3h9aq0YNqvKriverlytXn1zdhRbsstHm/1UZk667TDInUQAQgIjGCRhXNMBCBzyvTM5wvN/ibO4b5oc+8ytDB3UzkywQrS2hdvYhYgsrLv0fQrCN0HWvPMUQkjnPtnML7Ox5CtzBiKSQaXn4Ff+YeoncEa3QHWjxD850v403cQOvoQxqmylUME6ww5hMfg/wC0nXx5ydwr55BhONYT3wYPZGB7Ufx5yeQzSYilkAEHlJqBJ6D6B7GyPZC4OHP3kVke9DsCLKcR5oh9Z5oEjwPo2cUPdO74eKVga+i/sBHT/cgm3UQAm9lFgCzYwDpOfilHCQEZixF4DSQnoPXqAMBZjyDHo6ht/os4Xi63XNZNc+p43sehmkjgWqpjOc6hFrDZJqmtTMCyzJxXJda3SMaCT+yNq1rGoauEwkb6Jq26YYsVj18X5JJrDFHOq5qrMZa9fWQoSJ38+vwnbdaLgyl1xq5DVfBP7OxzXQRTReKdchE2dRofpjTyPFgLqe4g0Z7VLnIDyRNd+PELyinE0i4ORWwa4sgGYWILTdkKJoQ7Bja7EpyJUm5rpA/YVuR4t2c9EhEobfDQG8JhOwatZhZ9Lh4u8mWHgPLFDyY9di9LURvh4FtaTxzJI7nB5w+XyVsaQz2mBvO0YPZOu9cLLN3e4yd2yLcvl9nqM/i7lQNASwsO8SjBscPpdeao9pq4BbwYLrKf/m9aV441cmp4x1EIjrJpEmtHrCSd7j/oEZfT5j+3jDHDqWZnW8yPVvD8yQLS02Wc03mFyM4rs/4aJx0ymozZu7enmTLQJ580eVLr86TSVrs3ZWgvz+K40lOn12iUvHYtV3BRWUr4PyzU9L5Y5gfKFieDCSBbSOdOnJpAaN3iOD+XfUmr9nGb+MFylFoGnI9h3CrmiPEugA9kAqGaQgCR67hAFcbvWxEkAp9TapMCh2ariKYkpI9vT18afE2H/8vX+CTB3fzH89cIPA8CEXQOnrwZybwDQPNNDFHtiMdB+fKObT+IWQAWrWIlu6EVAeRQ6eoT97Czy0hmk3Yvh9/cRqpGZh7TyKjcfwHtwgqRUKHnsVfnkFzHUh0qIZuPKnGDpw6NJvIsIGIxBGJLFo8A9InyC0iBrYhr78D0QSid4TAcyHdg/RcAlPV9b3lGYSuoekGwg6jRZKbSx6hCFokrnoGhomsFZHxDFp4LaPzPRdhhdBCEYXdL62oVdi02jeDYa9BXlYbxgBOvYrQdKxIHN9tUisXsCMxTNvGDkcwH8oEHMehVm9gGqZq+K8/oevMNDRS60o9QSApVBzCtk7YNjC0tTawlJJ6M8C2hHpNV9C/cj1Aom1ywg9bJqaRjiq0T72upn/rTUmpplgyHm7g2qZC++SqipMo/AHbD1mC7f0Sy6Q9eDWXD5hdhh2DSqpxPdVzPAKjvYJS1efaZICha5u+/1G2rV9nuHetfOV6knw54PakRybp8dRBVeJoNCXX7jt0pnXGhiwKJZ9SxafRMNp6v4YhMAydp4/G1aDWQ/MUV27XmZxuIAR8/Lkso4NhLEvjt/9gntmlBnvH4xzYHacru3b+hFy9PzU6sjaJmMH7V4rs2p6gUvXZPR4jV3QVN9BolEvXihzYk+T4oSzXbpTQhODi1QK7xmMs55rMzNYxTY1X3ljiwJ4kO8cVvFgIwQ98qp9rt8pMTlW5eadCOmNyYHeSPTvi/OHLc3z2S3MMD0WJRQ0QGtqfsZLOf7tJCDyJ7/kErofv+UjNwOjqxff8tYevVlHf9QncAN/1VMraKt0EbkDgB/heQOD57cdqSaeF52rBelb/rf4EniTwJF7TxXM8PGHgFQtqu00Ht9kk3dHDzz5zlF954Qh3ixUCCcWmy1LdJXryOQLXwas38SslrK27VPM2CHBmpnGXFyDVgYjGsboVhaRcmsPXDPxiUU3B6gZ6phvR1Y/71pfwGw1CJz6K3tWPHksTCEHz8tv45SJYEUS6G71zQC1O1SL+/SsEK3O4N94Bw0Lr34oeS6MNjiO6h1X5YvYu/tx9/KlbBLlZhGmhhWPo/WPISgF8D+0hNA2AXy0SFFcIfEdlVb4HMkCPJtGjSaTv4S09wK/mEbLVzE12qO+3QpiJ7GMjn8D3qa8s0iiuqAheN5BS4tSr6EJghzbjIrVW5B4O2yTi0XbUv2qO61Es1/H9jamd4wW4656LRQySMbM1GAaFqk+9GbSjcUMXdKcNEut4YZquxPEefXMLIShUJctlFcikoopaOmQK8hUlVLOqAyyEQvJ0JTZH+KDI32ZW1v5vWxtRQ6mIoDcD5Zrk0n25QXnMMgRdacGDJVgsCMYHNMYGWogkV3LzgU+5Jmk6kmpj7XO6vlF4xzQEx3dbNLyAC7ealFtqVwjJ3m0We7ba2C01t7kVj3szTe5NN6nUgg3beDj7EkJw4kCcZMLk2u0apYpPOKTQUQd2x9ECuH2/SrH0cG1MbUdokE5a/MCnBti3K0m15vLpP5zFsg2++6N9ZNMW03MNLl4t8OrpJXxfcvhAmpEtUV54uouerjClisvW0SgvPdvF2NYofT1r07gvf22BiQc13nu/wMiWGE8czlAquZx+Z4Vk3GR0KEpn1iQSbukrIJDanzGUzn+rST9QTt4PkDhINwBNp/zOWaQbqFOsCYKHR/VXm7APH2MJcvX+XK21rR/Pa2cCa6mAXH2f04Jt+iWEJgg0Dd02wQ/wcsuAZCyd5rf/8t/g85/9LD/xO39AsVyl9PJnIZ5Gr1cx0l1onkft5iWk46H3dyJmSuipTqhX8JYXMbsGsH/u3xE58w6iVof/8Bmcv/YX4LlnMDRd1fljSfBdgkoJfXgH/qXT+IVF9FgSPd2J0TNEkFvEvX8VEU2gdQ5AvYZ36xxBfgmjqw+EQItn1mqVkTgUl5HVEoEdxugeRmR6CeoVBVNNKRI52VoUV/n7ZbNGUF6GUAK9YxAt1IJ7Bj5C00FoGPEMwgojWrh7zbRxyys4S9NYHUNoiXR729L3EHqrgapp2MkUuqEyAa9RJxxN0KxXCPxHDVeAYRjEWml+EARUq3Vs28JsKYVLKVWAsA6aJaWkUncxNBXBe756j2Vqbdx/NmFsKr2sH4CSUrJYVDTJ8bCg7kA2LjY0ETviAj+6VtZZFS8XrDls14diVWkCdCUfPSDedNcyVdeT3JpVuP6eFoArbAvCtlILS0Y3ZxALeRX5P7NfkGoJuAdS0nQluVJANCyZnJdIGXBit7VJ76B9rHXB+KBFLOQRsgVNJ+DLb9fo7TTp7VAQzWRM49T+CEt5j6u3GwRbJUO9ayWSR1nIXpUd1SiVPRIxg5Ct0ZkxCYc18iUPy1D1+tUFQxOKsSZoZfa371U4/c4K3Z39HNqXYt/OOG+dW8EwNQhg/+4UW0eibcfs+wGvvrmEpkE0bBCPGkzP1PjKa4tEQgbJhKmooscSpJMGs/MNwrbGV99c5NmTHTxzsoN00uLeZJWllQauq/oHCImQfzJsmf+3jPAXFhbwH3PzAgTeauSu6nMSnaDeRLoBnrsaqbf+7fr4ro/vS3y/9W/Px3NXMwGVAQReK9p3JH7dx68H+I2AoCHxGwFe3cdvBvjNABm05gHc1cxA4jsBgaYcQ+BLvHwemS8QPnSS6JEnOaG5vPEDH2Z4aJD6hXcRQPYH/zodf+3v4zfq+NPTBNUSsX1PQCiGFo7hNxs0J27hPLiP7MhQ+/l/Rf7nf4rad76A/Q9/muD2bbTOPqIf+WGM3kGqX/5tnGvnkLUK7ux9/k/2zjs8zvJK+7+3TJ/RjHqxuuTeccENF0wJaaSATe81kBBSNmQ32c1mN8mSAgk1lUAgBUyvAYwL7pZtucrqddSlkWY0fd7y/fGORpIlQ3ZDvs3utee6fFkz8/ZynvPc5z73QbJgmrEYMVlQpQ33oYcCoOvo4RGwOTCdsxFsDpSWU2j9XpSWEySO70LtqENIy0QqmY00rRIpu8iQhcCAhgRNQbQaUY7a10Gi/iBaLGLw6T3ZSO5sZHsaosWGaLGi9LaiJjF8QRQxZeQjOz0T7qtosiFanEbCefReJ2LEhnrR4tHUd0KymE7TVJREFE1VsLk8WMaJvU1luq4TCocNGYdx9RkWs4l0tx1ZGvOCgiDgdphxO83ouk7vUJSeoSjjJwEW09RyzuO3kZ0mkuEUiStGEddQUCMYUVORuyxNbk8JhqJmaY4xsERiBi0zmoA+PzT1whmTEcpyoTx3dL8Grj++gjiW0DndoRFXobJAxDxF9y6rBZzWMWd/vEml26ezZKaMxSQwHNSMFopncfaxuE5Xv4LHJXLJajsmWURRjcR0Qpk4M/CkSfQNK+RmmxgOGNi9cmZGepzZrCJL5zvxuGQOHgtwss7QocrKsDCjwklWuok3tvVx6Phwah1FFZLF8yKxuEZ9UxBVAU+aifmz0ghHVFraI6iKjiBCRrqJUEhJaeX4kjx9u03i3CUZHDk+zOBwHLfbjJy8fiaTiCdNZnAojigKWC0SmR4LLrtMXUOAqmofuTlWcrJsY1XUGuh/o8qr/5ER/j/+4z8ybdo0vvvd7076TdNhGAt/nrYEQZK4qGM/mWYrWGyokRhoOqoiINptEA1/cP51/CdRT8E1E3n4+uS1kmORJIkIyXBLEEW0RALRakHTVQQVdDTMObmEqvaihcOI2XkIjjTUuIIWS2CpmIF/62tE25rQFAXZ6gBNR3JnoEXDaCMjiHYH4VMH0VcvJm3jx4m/8hTR4mzsxcVYVQuiKKI50lBOHkKLRgz4xGwxHqqRQdSBbiRPFqIrHVPlwlS1sNpyCkFJoAeH0Yb7EDzZaIPdCBYHoltCD/pRW08hiBJidhGCbEJIQiFiWha6w2MUZoERiioq6nA/+lAXcsEM5ILpqYSHLsroomTMDJSEUb2ciCFY7GckexUEWUpV2wKIkskYOGQTmqqixiNoSgJFVRHjMaxOD6L84W0ER/9FYzHQhAn7gKkZE6N8fF3XsZhEbGYJUdAZDCQQRYF054frJY9q1Bi0SZHuIfCHNQRBpyD9g4uiRs1pM5y5NclCNkkG+ybdYWD5Z8I3siQYTWrGmaZBe7/B5V8xa6xWQFV1RBHyM0TyxxixqKpO16BGVpqAudCQcp5bJlOYffYY8lhjnPYelSyPQH6mRChqNGq5eKUd2xmyDRazjt+vUt8aY9lcG2lOccpahPFW3xqmoS3MuqUeSgsNrD4SVZld6WB2pYNHn2yl+qTA0gWeZFc0MYnEGjmLlcsycdolnE6ZRx6uJzfbwhWfKcTlkjlw2EdrR5iaWj9Xfa6Y6RUusjIsXHNZEZkZFhIJjUyPmellLhbM8aSkKYb8cZ55vp3cLDP5uXYKcm3M2+zm8HEfb23rZe2KLD55YR4jQRWzefSZS8LEfwP7H+nwv/e977Fo0SI+8YlPcO655078UdV4pngDOwvOAWBPxnRU2UKltY++YhuyrnHL6deYJigpNs14G/1GwCDjGL7dqNxN/ZOZWnph1JKjiC4CupCq6BUEydinriPIJtREnNDpU8hpLjDbEHSVeHMDWIwBanjnO4SOHgRRRkxzg9VOvOEUWO0k2prQ1QSm7HzQVdSBPiJHdhvQRiSB0NyCWlKIOtBDoqUOxduEXD4P8+wlCMlkMJ4s9OEBYod2YJo+D1PZXIO9JIrg9KDUVyM43aBpiGYrUl4pyCYjklcTJFprUHvbEfz9SDnFiI6xJJXm6zGkoAsqkbOLUO1ug7qpqmhKAnkc114PDBgQRWY+SDLqyCDqgBcpuxTZ5UktJ1nsRsFWMsLXVQU1FkG2OQ1N82iYRNCPxZ1lRPfRMKIkTemsdV0nFgkbv4kS0WgEp9NFmstFIq5M4marqmaUY0zRcksQBLLchoOJKxpDwYTR/csupWSAzzbg6LpOf0DDLAt4HCIF6TpxRSQYMzp4TWVxRadnGLJcBqtGFMaStOkOo4irvR+CMYODX5QF6WeZ3IyKytksAovLdRRtDNWMJXROterkZ0B+pvHtgF8zVELtRv/i9GSevcFrvBCleRMPOqHoDI9opKeJFOdK5GaIZLtFAmGNI7Vx5leamZY99iw0dsRRFJ0mb4zMDAmLScRqESjKM0+4hsMBBVUbK+ICmF1hY9+RAP1DCawWka7eGD19Udq6oly4JpO5M1xo6qgzFdB1FQTjcRdFgdmVLg4c8REKKWSmmxEEyM220NsfJSvTQlNrkMxMC1nJxK8kCeRkWWhoDhJPaPQOxFBUnZb2EC3tQc5fnYMkCsyblUZxoYOa+gDerjCHjg3hsMuUlzhYsjCd+uYgR44P85lLCoxuXMa0429i/yMdfl5eHo888gjXXXcd1dXV2O3jCmx0OJg1O/Wx22mEMn3W9NR3X1/5BZzREE4ljM/mRtA0FvfX40hE6HZmc92p1ymI+FIUzfGiaWjAOPhfTGqnTO1UjBUFu9MIsaJhdAUEiwX73IVEjh0i1nCamKZjKSnFMX0msYEeYo21xLo7SWx5BiwmXCvXIc2YjX3+EkLV+4jseQ/RnUHaqvNROluRymdjmmZFC4cwzzsX6x13k7hgLYrdTGL7q8hFFQieTPThQaMwShCRC0rRgiMgSQgmE0JmAUpXC4n2OqTCCrT2BqNRS9FMw/MkYmB3jZ2nJCHll6H5utEDPoSyeRNPXpLQNZOB14Mh05CZj2nm8rHIP7WsyajAtaclcXgZHQFlqBvJZk8VcgmSjGQb81xqPEpixIcOqJEQks2JxZOFKJuRBAGTdWLh1ZkWixq0TbszDVNyFmAxm7GYJ7f0CwQjCKKAx2WwhnQmF+yAgdHnZ5gxyxLRuM5wSCEzzfSBkbqRtNUBkVhCJxI3sPuptg/GLDauTIZtwBBFGwhCWbZBt7SaptbvGbU+v/Fv5jSdHM/EwUwUjBqU0doRVdNp6dGxWWBeqci8cbo7s0qkCVIVwYhOIKQhiTrHGhXOmWEmL9O47w0dcVq6VGaWmFL6+mBc595BBUGAnHSZZXNs2G0ih0+FaWyPs3apM8Ue2nUoQFdfgms+lYUjWd1bXmTnMxdmkeaSaWqP8H7VEHMqHCydn4bNaugGHW8OcrohyNyZaWiagWmP5maCIYVte/px2mWu+EwhgijQPxDj2Ve9WC0y552bxbQ8Kx63mVhMJRY39H5efquL8lIHi+a5QYDa+gA19SNMy7WxaH46n7yoAF3XyUw3U1MfYM/BQT5+QS7XbSpBEgXe3dnLqboAF28YN+2aoqDvo7D/kQ4f4LLLLuPll1/mG9/4Bg+Pa46iIyAkFDiTlqZpqYaouigxYk9jhLHedPsKF6f+/sbae8bW01Uja65rWDSFuw79iQX9TanshzYqlDbFMYqqjo6O7nQj+gfQNN3g5E/LwVpaTvjwAdS4hqTFsS84h7yrb6LtB9+CuIoWDKFFRhAVO+kfvwyT2wNAsHo/hEPoniwssxcSOvg+pkQCz2U3IDnSEG64AdVqJ3TFp5EDQ+iJOFJWHmpnM2pfJ1osjEQ65ukL0RUFwWI1WD6BISLH96GH/GBzIuWXIOWVItkcxKp3QjSEmD0NQZINWEiUkFzpBl+/oxZEGS04jD7YjVhQjpRZgBYKoLadRsgtgbRMBHsaeiwEgoRgH6NgSq50IJmEVVW0wEBSmiGZkJXHySsrcdRI0GD0WO1o0TBqcBhMZkRJRjKNo00qCYOuKU4OlQVBwGp3EAmFiEZCOFzuSeyc8ctazFJKRz0SSxCNJXC7bJMifkEQcKR0jTUcVnFS4naS6UZfXDBw+HBcJ10XUlFeQjFgldF8gNUkUJyl0+s3nFXauLaLFpNRgCVLSfVL9wfvut8P/uDUAWVCFVA0kVhcZ8CvkeYQmFMyNbSSZp/4ZVe/QoNXZfkcE+fMMJPuGttDfXuC+g6FpbPNWExCir4qCgLL59lS2j1gDAIjIZWTjVEqis2UFljoGYjjcUvUNUc5fCrI2uXGSYqiwPKFafhHFHzDcTRFp6YpzIaVGQSCCnNmuthVNURLZ4S5M9OQJDFZqCbQ5g3x5229OGwSC2anYZJFjtX46eiMkJVupqLEydyZacQTGidqA/T1RwkEFS44L5v8PCs+X5w0l4ne/hgJVefiDbmUFI0x1GobApyqDRCKqCxZmM6ShRnEExqvv91NNKaydIEnJQanC6M4/v/x8CfYww8/zMKFC/n0pz/NhRdeCICg6ajmcdjpOEf/F9uE5cUUzh/FzE9W3DBh0fKBNv781L28V7GU7uxMKvydKTaPpqgImoAaDEFCg4SKLgkogRESI4GkxryCpuqEGpoINzWgSyY0RUG0WCAcREcg2liHXlqOMtBr/C3KyFm5xJpr0SUZeVox0aZabN//EZI/SOSfv4rW0YSU5kGsmEOioxnNZAVHGrFj+xGXrkVKz0YNdKMPdCMVlKIjIOUVofYK6MMDaNGwUVxlcxjRutkKsQhKLIze50VMz0XKKUT0ZCPaXUZyPDqCPr5piigZWHw8grliocF28dYZTnzajBQ0o/q6jQHEk2Mwijy5iLLZmH2cMRvQEjHUcADBbEOy2BCtdqNKWNcmaPrrmko04EOUTcgWO5LJnMoxjJrFakM2mVGUBJI8jpGjKEhJfZ1RUxQNNcn/l0QRkzwxogVDfC0aV7FbDF2YSMxoiOKycVYTBAGPY4xqmOE0PkvjoupOn47dDDme8fszCqWUM1rhuWzGZLJnGHLdk9k2Z5rLbsBBogjNvToOM+SmG9u0mWF2kUExrfVCRZ5OjsfQ5hEE/QNnLZkeieZulUhMx24xGs0bzeOhrMCErgnYrQL+oMZ7VSGsJoHVC224XZNzJ5UlVhIqZLhlojGN6hpDZuGStW7sdhlN0zlWF8LlkKgstlHbFKbfF+fitZnoQE9/jKdf6GL5Iierl2YwpzLJCtNHxdM0WtrDeLuibLq0kLkzXRw6OkT1qSFWLcnEapU4UeNnRqXxfUNLkKUL3RRPcxEYSaBrYLGIxOIqMyucFOZZSfeMBSmd3RH+9HIHdpvM5ksLyc+1YTIJPP1cK+2dET778QKWLExPBRySLiAIHyDd8lfY/2iHn56ezm9+8xtuuukmjh8/jsfj4ftP/Rat4HNjC/1nnf2H2Rnb+872JzhaMIOoycp3V91KSnMVAUlTKB7p5a6alynSjXJ+NB1haIihd95BslgQs3JheJBocz1tP/gXQ2snzY19zkKIhgnXnqT/2adwLFxMtPYEWiKBXFSGZLEip2fjvvizKAN9SPfcg9bdj/L22yQOvw+ONESzjbi3Bdv8ZWgIxGoOow70oAb9hsPvaSfeeBKhtRbJakMuqkQumoEW9KMNdoLZ8FSiPQ1dU1F7WtHCIQSrDV02obTWIDg9iOm5qM3HEKxOpNJ5Y47SbEGwpxnJ2CR1UszIR+1uRhsZRMrIN+CReAREGT0WQRnwImUWIJxRHAUYypkWB6Z0GcU/iG53Ijs8Bn4f8qPGIgbsY7GBIGKyu0BTiQd8WNwZSOazcPDHVc2qikJwZAS7w4E52cRdVVVEQcdqtyajfRnLFCL58YRKKKJgMRliYYKgg6ZivGZTO8eRsEowqpHtHpN0GD8hEAWDbnnm7vxhI4J3T4FaxRIQjBpwjg5kOicWBI63kuyxgSUWNxK+uq7T3m846my3iKbBnCIjORyNQ227Rkaakch12afecIZLYMVcM1YTHKpLYLfBtEyJNIfEnDIzs0pNiIKAKOhkeSTau+Ns2RpgxXwb8yon3qeZpYZ42mjUv3yBA6tFTPW5HRxO8Nyb/eRmmfjy9YXMneEgGLISjankZVvo98UY8icIR+HyT+antqslK+x1DQpyreTlWgiHjWppm13GapIIjCgoqoa3O8qwPw6CwOK5bpYuysTbHeFkrZ/Kcie9fVG6eqPk59jw9kSRZQGnYyxocLssWCwC0ZhObVOQkml2ojGdWTNcaDrs2DvAhtXZRg1HEuH7P0hnCrvwwgv5zGc+wxe/+EWefvppnnzjdfKvvoCE5cyCnzNAl/9K5H+GfapmJwGLgyPTZlEy1D0Jm1ZFMy3pRXxtxRdwJiKookiFv4M2dyFXtm/jUPZcvpg/QmHuMOGGWvQRP4IoIpkzkR0u3Bd+gmiXF91kJlxzCrW/B9zpSKqOnJGDdfps/FtfQzl1Es/+o+iyDIuWYNY0EAQi99yBunAWgtWOJTsf0Wojsn8bkeo9iFYHpvK5KD0daMM+VE8G6smDSGnpyAVliBY7QjLqlcvmGFcwHkGprYauJgSHG0FVU9dRSM8ziq0SMUg6ViEeRfcPGNW0iSjaUADB4UYqqEAwjfXKRdcNTX4hKb42xX3RdQ21vwNdNhtqm6KIkMTVJLMNPR5DHfEhyGYki83Q3bfa0TUNUTZN6Lo19gioRPxDqEoCuzsD2WxBkiXsDgeyyYSqKMnetBqKoqQkGc5mNouMSTYYK6qmk1DUpBbT1PznaFzFH1aTSd2ptzk6AzjTTCJE4jAwopN7RsvDdKfRLL19AIZChs7OhzVxkUSBmYWGA9R0g9ff7zeoosXZIh7n6HI6M4tEWns0jjapLCwXUyqYk447qfi5oMKQKNh7Is6cMhMzi02p/ITZJLB2sZ3OIonfvBhg19HwJIdv1DWMfR6fqAVwu2REAQZ8Cqqm47RLhCMqh46PsGwhZLplCvMteFwTWVOSmMycSCJ5OVYK8mzsOzxIR3eYc8/JZPniDHr6ovhHEpSX2InFNc5d7MGdlM5IxFWG/Cr9A3Gysy1oqk57Z5hTtX7qGwPk59pYtSyTafk2briimBM1AXzDMd7e3ssnLshj02cK8bhMPP18O7WtIxwdGeKGtWUE1BgHokM09Y1QmZvGR2n/4x0+wP3338/ixYt5/vnnKc0vwBfoR0rPn7jQmTjuX+nsnbEw9+7+PVdd8X2uOP72By8sSQQl4405mT0TgF+WfwJEkS/GNL5lquXp7DIURIqig3idudgHCvleSEMWJZoGw/zKtoTbzXFKRR0pMwfnmgtI9PcR7WhDiwXp/83PkLKyIBZFDYdRetqwzF5I2pqLkdKz0OIxYjVHUAZ6EGSReE8H1pkLkLLzYXiQeGsdUkYeJosNKbcIobB8DPtOissl6o+hNp1ATMtAdKajW+0INidq03F02QSREfRYBGE0krbYkSoWgGxBEGW0QD9KYABRU5GLxxLruiCi+bsR7S7k3JKzXEQBTFb0sB81EUPOMZbTEjGDLhsZQbTYkZwGnquEAiCJyFbnlJE9GAJtaBqCKKHEogbsI4ipyD4YCqKpGs60tAnNVzRNJ5FIYDZPpHsKwpgkQSyWIJ5QSXNYkJOgdzSuEo6puB0mo1EKBlad6ZI/kK8PEI5pJBRIswvoOrgdAqH42Sp0jeRtMGIMDFMld6eyUSecSOijzdwIRgyoavQcVM1IMhfnwKl2aOvXmT+5mHqCpTlEEHRMskAorOHtUyjIliYkpfPSzWSkSfQPaXT0xinK/RDtiXEmSwKlRVYamqPsO+Jn+cI0MtNNrDvXQ7rbxFAgTqs3QppLZvWyMfLGqMKrrmukuUx86sI8tu7q5VRtkFCoj1XLMlm8wMPhY0N0dEZ48Y1uPnVxHguTEsfTy10UTbNz/JQfd5qJ4zV+rGaRj23I43RDABHYuXeAgjwLTV1BnqvycuPaUpYuyqCpM8Qfqzv45mWzWLkknR2dfby004vDLrMv5KNXi/GPL53kuTtW/cXX4S+6Vh/p1v4bbO3atWzYsIFf/OIXXHHFFSwsLqXX30vKvY9G8h9BRD/evrrraZ5bcBE9aVn/tQ0kjyWoivxjYiaa0zjiOmeh8fuAwq0v1jNPWsC2tDzioomQzY1Lj/K1NDPOU9W07t/H21oBlxamYSZBrLEWKTcf24xZxC0WrNPno40Mk+jvJtFSbzQ68WShhUeIn6xCNFuRCysQ84vRQyNIeYWY5i5HaatDzMpHj0UR09LRvI1GcjQWQbTaMc1agiCJqC11qM50hEQMwZ2FXFAO45KmgigiWu2o3kYUhwcsTggMoEeDjJ9xCYqCIMpgmQh2q8FhdEByGHo8cnouqtmahEmSMw5fN5I7B1NGPug6ysgQksODGg0a27SevdhKlGSsngwi+3tO/wABAABJREFUI8PEohEsDtcE7MNmdxgVw2dKLcTj+PxBnHYraa6pvZ3VLCNJIuZx8rmappNQdCIxFV032h1mpUkfntTF6HgVU0CSdPoDkOcRKEg/O5NDEIwoP8c91hs3GIH+AGS5jWbtZzNNN6p3i7MNSOl4C5TlaXgcAiNhaOyC2cUiiyqm1ukfb3UdRivJymkSqxdY6OhVaO5UyUmXGJ9qEwQoyTcx6I9Q3xr7Tzn8hKJRlGumpy/G6aYocyodOB0S0biGpumEQiqyLJKZPnGbijZWJAnQOxCjqTVCusdEdpZR2RuPqbR5w7R3hMnKMFFSOPEZtVokhgMJuvsiBBMJnj02wD/OnMPKpZnE4hrv7erDPyLxm/dbqQr4GN4X59c3LuMHL57mpYZO8vdYubAsF9EENywr5fKlRfzq7WbjvLSPHsf/H1lpO96efvppmpqauOqqq1i6dCm17W2oA51jC3zUGD4wp7eZ1a3H+M2yS//ylT7g5mmpSHrcMpqGN2HizxQRF403Y1CTOaBnc+1pN3tjTv51uJTHgkV8u6+A2PxVmNKz6QgL3PHuIL3ly/AFYzz255PUvL+HX1V1M5JZjG35OsxlM7EsOBcpI4vo4feJvP8W5gUrsS5aY0TzoRE0v4/YvreI7nsbIasAuaAM6/xVmGYtQUzLMLpgFc8yqm/b6g3+v9k6hQMS0CIB1PpD6IEBTMWzkOeuRjCPvThiRi5y0Qwk+9j0VY9FULx1qL1tKAEfSmAAMJy/5Mow6JsmC4IzHS0yghYZMXR5lDjoKmZPLib32RtTAMQjQWLBACAgy6ZJQLckSak2ihPOKCmnPL4a90wTRQGLaWINgN0qk+0xk1AgGFUJR1V6h1ViiQ9/sbPTDAdvkgQsyQYmvX6d9gFtygrUHDeU5hic/NFDiCuGw6/rNHrkns3sFoH5pQIZLoPKaJZ1TrdrNPcYsgvzywTSbDr+kI5yFh0gMBhs1fUKx5oUjC5jIrNKTJwzy4TZJBCKaNS1JYgljG140kRyM02kOWSicY0+n5JiRn2QNbZFOVkfpbLYztL5dtJcEgNDCfYdCTAwlKB7IE5JoY2V53gmrCdLQqqTHYDDLpOTaTZmBX6FxtYgNpvEinPSKSq009g/wrW/OkhT/0Rp5nMWeFixJJNXT3fyfF0nj29vJBhSeH17FyfDw5RXOiiaZjzvR7zDPL2nla5+owVZMKqwq6OfPQODvHmym6FwHHcSGq7M+pCp03/B/sc7/JKSEp555hlee+01QqEQHX29BDuOT17wI3T8K9pPUBjoZe/jN1L1yDXcevAlLqnfy+tP3vPhK4+3MweB8cd4xvHaUXDbjQglqsGXdw5xRDRq5Q8GTPzD7mH49LV8f6iIPWEnt7zeztMHO/hpi5mvevN5OFTOV9/r5aGDA0Tnn4dt7lLkrHzEghL6e3p4/NWD+CKKEcHPW4aYU2AUQXU3GwVHWfmINgemygVIniwEQUS0ORAzCyDsR+1tSx3reF1wwWxFcGVCJAA2J6LDjXgGxCLa0xAdHmNdVU3y3AXEtCzk3BK0gXaUzqaJaqaAIErIznTURBRlZAhBNmHOmmYUaEnSlHRMXdOIBoZRYlFEQUKUJGwuN7Y0j9EX4C+IqmLxBJquY0oKs/1nTNeNW2s2iQyHdUwyHwrngLGMSRIwyxjVrbLhwPsCMBj8y47B7TCSvLHE1Ho7420UbjFJUFkgEE1A16CxUppdQNMFugZ1BkcmbigaNxQxuwcUTrWonLdAYv3CsUHTbBJSrSD9IQPeiUR12noSaBqcO9dKUZ5MZ69C1akIIyEted10TtSHae+ePFLlZpo4f5WbeTPsNLfH2XskQDCksG65h5xMM719MUZGVE42+/nBq7X4QgaBoiEQoqXET4PfcOBOh8ycmUbQ0dIX5Ed7amnsDVJc6GDZIg+HQj5O9Pu5/lcHU9sAQ77B4zYTEAyG2umeETRdZ1f7AI/taeK7z57C5ZBZkZ3BDI+TjbNyUJLaXbqms2lZERkmE32RGP/+eg3B5Ay2zTeuL+VHZP/jIZ1RW7JkCdu2beNHd97D/fsbJy+gqZNx/P+i/WHRxbw2e23q860HX6TQ38u3Lr7r7Cv9hQOOALiVEMPyxNE9jEx9GCrlMC2KhRgTz2Vfb5zLH9uD3WTUBnfFJYZicVwkaI2ZyBNjHBixcOBAL06XgzsumI0gCFQ39XN313yGdDOWAy3ctjyPgaEAW94/zfrMbLZF3FwRg2wmmh4NE687jC+m8UKgkMt1K7mA2u9FH+hEqlyEkIR3BGc6YkY+knsM/tJVBeIRsDoNhU7VaGCuDnQgenKMRjCqwaPHbDe6d43WUYzjJwuCgGR3G03VISXQZuxDJREOGAOAKBqdsdDRtAS6bsJkczCKKui6TihgJM0drg9OlDlsxoAViatIsoL1jA7i4wuzFFVPUjUN5k5C0RmJatjMYDWLZDjHmoGfzWIJnUBEJ90hEFegc0gnzw1FmUakPSrPMLa8EdWfmagNRQ3pBI+dCXAKGNF4KAoOy0Tp4YYuo/p2ZgEMjJBKQJtNAgvKxJSY26h19Gn0+DTy0iEU1SnOkYnG9VRrRy2pKiuKAnmZEh6niCzDyzsiSCJccbHRySoa07BbBVzJhPBISGN7VZCiXBMuu4QnbWz2lOExkeExEYtrpKeZeG1nL0/uGeDbV8wiVzazaqkbRVD45isn6YyFsdoE7r1wJq91eNFkeLaxnW8pc3jm1Q5OB/3c++kZ/PJkM7XDI1z364M8e9tKdlcPUp7pJDSo4g1EePy9RiIhlbsuriTTZeFPr7dTnukkO8vCv146lzSniW9fOZuyvXZO1vt5ub6LXIeF3lCMPS2DVJa4OOAbYm/DIKGQyk82L+TJA21865NzuO2hQ/SqMUr/XiN8QRA+JghCnSAIjYIg3DfF7xZBEJ5N/n5AEITSj2K/U+yHay76GBnrb/zwhf8KfCxqstLvTE/9C5utxGQzPvsHVLlMtb8pBoECOU5iir6tIhqVUphexYR6hrPPEBM4iNMSAl8clhXYuWVVEU1xKyNJl9bbchJdU5ljj/GHXXUcbjW0cr9VIzGkm8mwSZzjinPVw+9x15ZT/Oikwv01Aj9psvK1544y6POn9qfrOlp4hMHBIe7bHeTHtTIv9RpOcKCnl18eGmDAF6DuUBU3/HI3rYod08J1SOm5Y5cjOITa3YweCaIFh1G6GtGCQwY7SDIjOtORsovQRRlRlpGSMwA1HiXmrSMRGGtXKbsyMGXkT3T2moYaC6PEwsRDAaL+QTRVQRQlbO4sTNaJL5MgCJgtVkxmo91hImG0aAqFIwSDoQmRvCSJOO02rBYT8hRE93BMZdAfQ1V1YgmVQFhJwS4Wk0COWybDaSIrTZ6k6z66n1BUIxIznpmYojMSNQRdzTKk243tGAweEYsMAwGdkYghk9A2AB0Dkw7L6F5VCLMKxySUNd1YbzhocO394YnrZLkNyeWYAp39MBIZuw42y+RGLHkZAi475GaILJ9lom9Y43SrQjQZmJ9sSnCkLo6iagwHVKwWgURCx2wSKM03pZLeigpVdUEeeLsBXyhOXyBGu9qPYE3wnRdqaemdHP1azCI9w1H+WN/Mtp5unj3cbmwrAW/X9dIZM04ukoTQ7MnRyibL6Dq8WdfFszUd/LGqja9eNB27JNEdjPLSUS97uvvZ5u2jKNPKlzZWEo2qPHOsnWerOpBEgbebenm3tRdBgPTkTDzTaeGei2bwD5+eSa7JcPbnlqVz+dIi7r6gggKLlSZ/iBdPd3K8289TNy+nIttJQDWevYbewOSb+FfaX+3wBUGQgEeBS4A5wJWCIMw5Y7GbgSFd1yuBB4H7/9r9ns10jVT2/YwjnfjxTGf7VwwAP11zNfd+6msfvNBfGOEPx3VC4hkcdE1DQ6RRtTOCCbdFYp0zmDpmn2YilCwt7g7rCMMDmII+isxj087eg68hHN5CR0SkPWbiH144ga5p/Phz85lmgyJTnB/tG2B/wEpVv8b66RlcVRAi3aSxsyvBlmM9Y8cTCdHfcJqvHhHY2Qery9PZtLwUgJf6HPzwFDx/tIfvbOtkR7Off3nlZCraT10Ohwcy8qk/VcONTx6kJaAh2lyI6XkIFhuCnJRbsNqRsosZGPDx+NYafCMh9HjU4O4nbXw7Qk1JEBvqJTbiIxHyY3FlYHa6ke1OUvrno6Jtuk48FkFJtmU0W62YLRaikQiR8LiWdWdJjBpc+7HPoUgCXyCGIBjCaoIANotEltuccmSCIGCWJ3fLAhgKanQPGQVeg0Gjvy2AyypQlGno4MuSQFaaoWYZV3SCUR1VM+iXI0bjMPLcU1fYJtm6E4TUghGo8xoOtiTbEEWr69RSGv05bpG8DGN/HqdxDFNZLKFTVR/mF+830+2LEwgZ16cwR6R8moTZlMTJrQJOu8jWY0Nc9thBdp8exmGT+OwGJ6sXJdVVVZ2hEZU9bT08srOBx99r4u5nqnm+ppVnT7bwSn0bb9d2T3kcT+xpoT1sKGWOqnaeah0hrmkU2JJ5o+R9HUlKpI/EE4a6pdn4fiAQ42jnMGFVpcLlYDiUQEpKMx/x+rGZZO6+aDofL8+jqy+CP5qgqMB4vvc1+3hqb8uEYyorcOKwGCNs15Ch6uq2W5BHZygWEwNDsTGYKHmJhSn92F9nH8UWlwONuq4367oeB/4EnJnNvBR4Kvn388BG4W9RVQCG2qM+Mfn5F9nfILk7wSYdh4ZZmYhHCmisyZ/oGB3S2LFJyZrfEinCkaA59b0jOSHIs+gssMc4GLbz+PEQVaGxxOicT95Ox/7XGOzpwCoLfPsTcxjo6mHrtv1IapxjAQkkiVWlady6poQffWo6T7XIDCVE3CYYDETxheKGE7RYeWkgjX0Dxv69vUMMhY3fLluQxX0XlnP5OQXMyTGi6PDICD95/egE3FOQTUgONz+oCrHTm+AHB4MMDvr4yZbdPPjWyYnL6jrPV3dx/9YWvvb8SUKZlZjS89A1jQGfn5+/VztueUMSWzZZMbmMhimSycygP8xj755iMGhc815fgEe31tAzMIwSm3gfbHY7dofDkEmw23A67BMGiS5fkMe2N9A1GCKRmKyiZzVLeJxmRFGgfTDCo9saJ5zP2UySDL65pkEgEue5wy34QnGD7nlGJB1N6PT7odNnwCyl2ZDrMX5LszNlde9QCJp7Df4+GMVWCRWKsg3ufo5HQAOae+L84PUm+gJj16UgU2RRpXDWZuexOPx2TyuP7KjjaL+XgqwkFTUG1U0RHnynCV8oTkG2zIximV/uq6fZP8Sj79ca19wipmY7g36VvSeDOF0C92ycTlyBWt8weU4b52TlsLI0i4vm5k46hva+MM1DIwBUuJ30DcZp7g5xqHeQnd29o51KUc64ZYIAiqIzGDUuTGNfCHfMwpJp6ZRnOvntgVZ0XaPYbmOa3crJxmEkScBtN/HcKS9bDnVwz8dmUJ5ibI1do25fhC/9ppocm5UMi4mO4QhbDnVwvNHPjFwXxQ4bbpOJp4+0s+VQh3H/kjP8iuy/T0hnGtAx7rM3+d2Uy+i6rgB+YBKFQhCE2wRBOCQIwqH+/g/orPwBJiBgHn9HRx3539qh/6dNR5wkwiySl2ZL0Q4Bfrw+FyE5WKiIFDsljofNjCQj+ky7zIU5xrI9MYHe8Ni6nSGNhR44xxFlWmEh6RtuYuD1nxCJxjlc38lXXzzJ4+022uNmCu1QHuthljmCVQTR5mDujGIA/An41T4vzx1spXb7u9zw2HbOnVfGPedXUOKAthD8++s1EA2htNbS19zMF/9YzSVrFrC+wk11X4KHd3emHuhR03S4ZoZMhk3i+pWlPH+0h0eOhnjo/fYJywomM5vWzGFVaRo7W4L8rqoTQZLo7+3lK386zH+828RzVcb0XZTNWDLyEC1W+ocC/GKHAQm8dGqQH+/oYMthLwDPH/by4/daeaN+BLPdQf9wiEe3nmZgJHpWdg4YqpnPVrXz43cbePZwJ0/sbU05c4fNREaaZQK//JXqTn62rSG1X4DOwQiPvDd5EHDbRXLcEiDwxolOHtxax5ZDHSRUnbquKI9uN5ymqunUeGM8faAJuyWOSTI6QZ0t+ZtQjOjfYzd08UfbK45E4GhrnD9WNTOS7DKe4xY50evlt/vreP6wF1XTOdEW5afvNrH1+Ag/+fPUg1eaQyDbM9qOcCwP4LQJnOjr5tGd9Ty9t513jwT58VuN5DmMEWnetIlTkc7BKA+8U8dvjpziN3ubsJslvnRROQty0+kJRjjQ08O+1gG21vROWK9/KMF3nq2ldjDAsuJ0Vk/PYsuJdn74aj09viifmlVgtA8E7Mlo25m8x06TCZNJ5MFrFrFuejZf3ziD54+0c7hziNwcM9+8ZBZF+Q7awxE6w1HeaOzhhSNevv7ZWXzzkllcvrSIgkw7z9xxLv9w8UyuX1WaOq5f72jhzZYe9vf7+PTiAr7xMWP5X+1oYmtbHzFdoyUYZsPMbC5fWgRAIClP0tQfmvJ+/jX2d5W01XX9l8AvAZYuXfpfE4TWdRJTvawfMQ//rzeBqHwGWwUNV04mNBhwhVmCkzXN6OLYSP+xc0o4eLiWoyHjrZUkkXynDCgUOwTaQ0atvQ2NCCKyAIdDVgiprPnYZ6gfOEpe++sEez/P+10abpPh0HVN49l+J/QnoL4Np8PGFy5ZiD2tmUgwhM1iZp3cze1bQ7THzCjv1PLTjdmEQvmcHojzT5+YjS5KvNhn44kmPxDjwe1NPHzVcp7a3UQoMEIwEGAwECHDpNI/OMzzh9rZ3RLEF9F5al8rP75sARFLG4IgcvnSIiOxm5zWqsPdhnQzGBW+wAs1w7zfHmF9ZTobyuw89uejbF41g8w0o8L2xaM9/GhnF4IoccWKCiTZnHqprlhZgSSbuGxpEf3+EF997ii7WwKIksSdG2ZMuC/9gQh/PNDGlStKyXJauHpFGRazieFQjB++XY8kity+rmLSHdZ1nXUzsjjc7uPCObmp7/5wsINHdzYgiAK3ry2f3BVLFrh5bREeh8DlS4tQVXix2ssvdtWBDnedX8HuJi8/f7+OdIcw5b7HW2NvnF/tasUm63z54jJEwXh2XDY40ePlp+/VYjXD7WvLEQSBW9YVk+YQ2LS0iIQCv97Vyisnm1g4rZ9jnT6ctqn3ec9F5RRkmFLXGKC6KUxdV4T5eelcNCeHFw518+t9Ddy1vpJ7p83k2lVGUKFpOqGIxv2vNfJqrcH4Oq/ScIIZDjO/vPEcXqz2ctGcXN6r7Zuwj+buEN/6Qy0dISO6X1aWwWfnF9Lvi9MRDHGyxU+21UJ/NMaGmdnctKYMgBFlDNIBWFDi4amblxMKKwxjfHfC6+ffP7cAXyjO/sZBjvf4sUsiy0ozyHCYJ1yHgkwbX9hQOeGaXHluMS8e7GAIhYSmc+d6Y3l3suq3NxxjTWUWP9m0iAxHUvZbH3t+Pmr7KBx+J1A07nNh8ruplvEKgiADbmCQv4FpmoqsJIhzxpz2v9vZn7F7E+BUQgyNY+NowJLpeQi72tBFibiqMS0/A9kbRJFMCGhcVOlG8mVw9KRBJesfieIvy+a6aQbG/qeQQBwZQQQPCfKcNhgyHmzf0AjPP/4gF3z8YmbNnA9U4k9AsU2jPTJ2gB4zLC12o3Q2Y9Pi3HDxfDxCjB8900h7zHgo5+S52HLEy68PhfjiEg8v7z4FsQifWTWLHc0BDnaGmZOfRobDzDXnZPO1ZzvY6U2AAPZ4kIho5aH9Q9y6uhiLJ8K3PjmHTJeNr1w0C11N0N/ZxU+qOhHNVq7fMJcXa8Ps7QizYXoG160xXppN55YhyGYWeRTu+ONJWoYTiBY7d2yYgWgyc8Wa2cj2tJTTGP9yZjotfGq2hz/sbcAXVtjdEmBVeQablk2u9N1yqIMH3mtCliW+sGE6OW4bn100jd/tb+OejZVctqQQRdGQztC913XYVtvP+w1GRFqxzmAkXb+6BLtVZPG0DB5+r4nrVxeTbjdNkFzOclomHO/N5xURVxV6AwoDIzE2LSvCJBsDQqcvxu/2eblhdSH5nskaRNvrO3jxaAMAhVkyd66vMPB8BK5bVWSIpOXk8P3Xm7ljQyGZTgt3jHfogjHA5rqsLC7MZv2MnEn7ACZcY13Xqe+K8qOtJ6lKZpC//fJp7t80l2yPxKULC8lOM6dmJSdawzy5q51gzHhWV1dk8rMrF+GymIjGNfI8Vpbk5vCrdzv48ifKae+K8VRzK9evKeXF6k729hvP//qZ2eTi5Kd/bqR5KEjdUIAcm5W+SJSVpZmcm5bDEztbuGldGaKAoVtzBrosJ/MvkPw9eW4/27yIj/9sF2FV4/4/n+bZ2z+8CrY832FUKatw0juc+v5jc3J563QXEUFPvSej5hZlBrQ4ldkf3KHtv2IfhcOvAqYLglCG4divAK46Y5lXgeuBfcBlwDb9bzF8AaIkochTqGVqKqluB2f+9jewSPNhTFnFyGlnEhoNS2gYc98JJnL7kwdZmSmwd8j4/E9HIth0FQUTOiJff+EEv7hqES/U7qdPkdER+cPxQRbYNY6HLVxQbOVIv4KsxOhLmDg5IvHZAoU3u1TaQxJbqvu48HM388ef/wdf+OHTiEqU13/3KKz+IstL3fT2+2kLwSPvNTBb7+exJonBkSiZHicBWxYQYHmxmzs2TEdPFBExNXC41cfebiMicuaN8Pj1K3jyrSqERAhfKM7z+5vZ6U2wYUYWUQUePhjgtjUZ3HdxJRtzFN6zuUi3m5PNzA1J5OePdvFI1RAAjjQ3m8+bjWhzppy3riokBrvRYhF+tnuAluEEFVl2Ll9WnLqamS5rygH1DQV4/nAnm1eUk+k0nOIrp3w8sL2dFSUGDXNZWWbqN4De4RDPHergkvkFiKLIpnHbfu5QB4/vbOa+S2YRiyv8bHcLV68sIc9tQ1U1RNFQwDScuzQhIs1Js/CF9RU8sq2Jn22rw24R2DAjn5eqO7l5bTFZzslOOyfNQpbLxI/erqXAI7O8dFqKMWNE/7Wk2eGuDZMj7yuWFxFTjPqGzcuM46hujfPnmg7u3FDE7esq+NYLdTxT1YjVovDVi2ZOWN9lNSAQfzRKtdfH9vpMZua7Ju0HoLk3ypZDXq5ZWcgTuzqo6hhgdWUm4ajOoY4B3jrey+3rynn38AiHu9u468JSMhxmdjR189LpZu48r4JlM2exeZlxn7cdHubPp7v5+qfL2d7UzbMnW2jx+0k32Xi7uZODrUP8++fmgqQhiSKXzivk6T1tvNFoxJzTPS6mZzkpnWYnR7HxxOEW2qMhDjQPYhNFEqpGWqrTlGG1bYEx2q8OvlCcDIeZYEgZ6wv8Ae0Wx1swpJCqKk8Obpqm88oxw9nDmMT6qI1COo1nFHh9FPZXO3xd1xVBEO4G3gYk4Ald108JgvBd4JCu668CvwGeFgShEfBhDAp/E1OThTuTTZjs3P+GUX9iqAv/3mfJveoHyQKgM+QdRJEhzQSixvjwP45I9UAUm2QiioCOSHgU+tE0WvwKTz27jWkWK0FVI5zssN4bM/4/2RVkc7mFbFHkR/UaX71wOs/vrmU0/VYXNbPXtYpEfhV/eux+Pr/5Buqq9/GZK+/jS7Mk3nU4qA3JfOvS+by0rRoIcMrrY9/hfpZNM+Ci6dYoz71fw6blJdiifvZ2J1hWYMVkNnHhvAIyXFbsaWncv7MTR0YHm9bOQXB0srHCxb+8fAIwEpu3ry7h538+yv17BznQNsw/rspga+MwmzYsYvO6BURtXgSECRH6YCDCz987zWXLinnxdIAf7vBy66pirFYLty9J59m9jVyxegYZDjO9ff28cKyPK1ZNZ0tVOz/a1oYom7hjvTHtvmJFGZIss3FmFlvrBti0tCjZnzbIS8d6CEYTPLqzBVmWuXP9xKn61StKMZskNi0t4lfvN/H4zmYQ4Uvnz6Cld4S3a3u5ekXp5Gg5aYIgcPWKYszJKP1n7zbx1P5mZFnlqxfNmvKZunJ5EbIIly0p5On9HTy2s47qDh/fvXQ2ZpkJg8p4y3CYuWPdDI61xXl6XwfXrixiW30Hv9pdS5YLbl9XkeLljy9sre2M8voJL1evnEaO28SFs3PYVt/HprPsB+APB7z8em8dLrvAtSsLiSUUctNFLl82jcfe9dLcHaPfH6O6p4ff7G8gJ13i9nUVXL2iiAF/goRKytkDHOrp47mTzZQXmbnt/DKqvUMcaBvkmnNKmZftYV/LAE+9345JFLnjghK27RtiMBDnljVldPVGONru583Gbu4pmc6AHqU9GiLfYaXKO5RKrQaSs4pYXGPQF2PLoQ6641EcssSJngDPVXWwoiCDf3mjhmiSODFrClEzRdVJJDRs1rEBZNvBvpSM9pxcF4qiEYtr9A2OJcTtZww4Yyydv1O1TF3X3wTePOO7fx73dxS4/KPY14eZJMmYVCWJwPE30dH5S8x1zicI1+8jcPAl3CsuGzuW8Zb8bCDwSdM0IpLh4B0mgQyHBSEepT1sLG8RocqnU4+ZWZlmMlxW5k5Lp/3Ycd4OuulRZB6vV3GTIIKZZw95+dcrVvIvL59gdpaVDbYhYv44ictv582f3MVv99URTSjsqushFnRx2Af3bKykItvJTZ88F2deBxeUu9jaOEz76dNUIbOzK4G3vgvB4eKyFZWElUYO90TZ2xVla00vt6+rYPPaOYh2V8pZX74gi6/84SB7uzU2VHq4YXU5gtnMZesXsKtlD9sbfMQTKnta/YhpXm5fV8FXLpwYaQI8t7+J+7e1sb/Fx7cvXYiUjPrT7TI/fuUwj+7vI4rMvRfO5Pnqbn60vQPJbOWKlZVIZsuEKD3DYeZzC3P50/5mNq8oI8NhRtM0nqtq5YHt7dyzsZJvfGwmGyozeGx7PVcsL005oiyXZWwQGO1bLBiJ07dO9/Lg1gbMsuHMdF2nZzjKK8e6jKrK5DYyHGY+Ob+AJ3e3IoqGIxE/gIqX4TBz0+pyajpjxBIK55Zlsq+5n62nM1PY8FTWNRTn9/s7GIkp/G5/I1aTARGl2cYGiS9sKCXTJXPl8iJUTed4W4zvvnGcam8/LpvAFzeW835NjAH/B0e2F8zO4nSvj4vn5ZLnspFml/nF7gbSXSbyM2Qefb+edv8I92+aS5ZH4tMLCnmnKsCR3h4CIY1XDrWS7TalZma3rC/FZZeY4fbw49ea+NYnZvNuTR+ryjIxmwU2LsjG2xPjhVMtZKebqO8J8Wq9ly/kVZBmN9MVG6Xv6lx1bjHN3hB2h0helo3HtzeiYjQcAXhxm5dHdjdy70XTOdo1zMn+ABtmZjPd5eSePx6jLRIix26hLxzDYzNGSE3T2VnVz96uQRZku3m3ppf7Pj+LgkwDUm5JhOhTjST37tODfD10jG9fPpfyQidVw0NkmE1kahb+/cUavnBxJRkOM2miTL8apyLrgzu2/Vfs7ypp+1GYjk7CNBWkk6RF/n+CdARBJOsTX6b7qXuxlZ+DOaf8rMvKJFBGaz7HHU8oofOllaX0Hj7ME2ED6zdL4FUsIMJQDP789fPQ4nE+feh0aj2PWWA4bjiVdLNOZW4av799Nbqu89Mtu3j5ezcxY/Y5ZG24gYF3HsWWnosy3I2SYwVMhOMGZmtEhskkk5DgSweN7XuDmsEqOKeQ3v07eKMpQUtYnMA0GI/nDvQP8tUtx9nZpVHulvmnT80nw2FmoH+Q5/fUMTvLxN7uOHML01k7O/+skSoYDmp/Qy87GofhlWM8cOWylAMdlUAODg/zi211XLy4DMnqSA06d6yfPml7z1d38ZMdHYRjCdLSXGxeXsqVKyowW2xsWlaMxybz8Ls1PLi9jXBcxW4SueLcsgmY683nGc5l87JiRFHg2pWlWE1jME5C0fj9/jYe2dnEnsYBHty8iCyXAdu8UN3JQ9sb+NL5lSnGx3jTdZ1OX4xXj3dyxfIiXFYTb9d4eXxnE/dsrGTDrOwPjLgBfn+wg0d31rK0OIt7NlZOmdPIcllScFBC1Xn1mJdqbz8lGQ4umJOLIAgc9hrsnbz0qZO2iqrz8uE+9jT1888v1/DwVYu46bxi/GGF/uEEV66cxpEOH/tajJzGLeeVc7w5zKN7TnGsx8dd6yr5RsnEa5DhMDMvPZN/fuMELSMB0j0iX7t4Bv/wzGm2nGphcUE63/vcPCoKbWxaVsTjgSbjWZCgf9iIouflpnH9qjLUqE5jR4j6RIDbzisjzSQzlFBwJ6c3LzZ66VQi/GpvMy5MrCjL4FufnMPvtrfSFgkxK8uFfyTBFYuLuGWd8T5rms6rJ7t4qaGTlWUZ7GvxMftEWmoAvm5NCXuO93NiyE9HOEJHbYSK/S42TM9he3MffeEYfzjWRt1QkOxMI28znCy8aho4owruI7D/dQ4fBMyKQmIUBv0AfZq/ddQvp+UkqZAPkH/dgwjjcwsTbOqp2/LiNNamazzeN4yg2dBFkVBCQxONGUCux4giuusbGVSMWymhMRwXkVBRkTjcOUbtEgSBT62cw4F/eZL3XngS358fw5w5DVtskNJEF6hFgAmbafJ12XK8j31DMh6TxqcWF3PvxbNxyyq3V4VpCVsoSrdNYBpMWPdgKzvbw5Snm2geSvDKjqM4MrMIx1Ue2j/EzQtcrMo15BVGndHZLCvDzY83L+ZLz1Sxo3GYx989Rabbwablpdy4fjYOu43gSJD/eLeJYCiEwzoZDx9vm5eXIiAwEgpz/9sNBIJhXDYrV6wsTx3HVSsrsFisBEIRfri9HQSB29dWpOSSJ0T7MMmZypLApmWFHOv0s6txgC2HO1LLX5OEdTad5bw7fFG+8uxxDrUPIIkG/HLL2mLcduEDr1X3UIwth71cs7KIG1YVUdUyyMHWfi6cmzXlOp2+OFsOG3BPptPMHecXcqLTx6GO/lTCeUVpNruLfKydPnXSVpYMhk9t3xB7mvrZcqiDdeX51Pf5eeWUjxyPiUevWcyWQx1cvrSIgWGV/3i9gWM9Ps4ty+DmtWVTHtu+zj5aRpJVp7rO67uHkC06MzPSqO4a4p9fPsVDVxrP3p0bK4hENQZ8Chlu433rGo7iC8Yo9NiJmhRIwJvHewgkC68CSUrqf2xewL+/XoMe0dnRPgDD8OrRTu7+2HSyM628cshLdyxKTZc/dZyyLPLNy2Yxs9rFhXNz2VrTO2HAamkPUesLEkOnyGPjc0sKmSZb+fbLJ+hPNkVaMzuLS13TUuupSVxN+Ut1rf8T9r/O4QvoxKdy5P+fIvszzTH3fCINBxje9TTpG26atG8ByFIjeKWJSTAB+MHli3nmiVd4lWljPXTH4f36QC//8cwO/I2NdKv5WFCJIZEmKAR049Zmu6x019Tw+9oQ2ogfXZbZPyhTvP4aLIs/hb36TzQcqCVy9CDZxesp95i4dHEhuq7T7+3kd3tbQTbxmXMr2XLIS0tYZE/jAF/emKCvrZnuqHE8BR7rWZ3PprVzCIUiDA37ybeZieoSD29t4Z6N07nvYzPo72hnb6/O3l4vmR7nlJj3eMvOymDONA/7egY42jpIVY9Bvbx9XQV3bJjBYCAMgsCRDj9723sQLbazUhczHGbu2DAdXyiO02GjZ3CYx/d0EtNF7r3QoGdmpxnr9wfCuOxWVpY4eWxbPVevqvjAwUnTjYYiiqoTjirMm5bG4mIPm8+AlS5dUMDv9rZxzcrJCdtXj3ZyqH2AtdPHZk/BqEYopp+VtqfpOk/t9fLzXbWYZLhzfQWPX7OILYc7zjp7enpfh7G8ZNA+c9OsPHL1Ql486jUosrrOi9XdHOno582TbmYXTIbbACrzrfzmpkU8f9jL5xYX8v3Xmjnd72NFeSaXLy3CbTVx8xqDitodSdARMBx5QtEQtam1rm5ZX4qOhigJXLO8hIfebuGPx1r54vmVuBtlDrb7+NRDe3n4isWcU+EBTeBPx1r50vmV5Dqs9Iai3PRkFS/fvYYHr1zI3c9W4/VPlmaoyHby2xuX871XawyHD/hDCtlpFu7eWElrd4iGoRAdQxGa+oNUJFk0OW4rdyQj+op1E5k1zx7uIIiCwyTxsysXc05JOg+8VZdy9vNyXdy1cfqE52hUvfNvwWv5eyKmfySmKYmpnfn4Stf/j3i+IAhkXHwXoZodRDtOAjDwxoOoYUObRgAi2rgIP3mcOrC1phc5PX3C9hzJ7ESaSeBE1MrPT4aoihuDRVmyj2ZUH9ve8hI3Ww608MjBPh47HWNP4yBuWWMQK7I7l89uvpU5V34L57wLKHGbaB5OGEUtqsKWXad5pNrPI1UDvHLUy4psAY8Jmn1Rntx6gm/8uZ3OuIkMq8A/XDgxqTneMpxW9JCf3zfDnq44uiSzocLDpxcVcNt5ZdjtBla5LM9EOBhk0OdPiaGdzey2pDCbbOJL51dMcGTpNgmbqLK3PcSGmdlctjgfLbm9AX+Ix94+wUBg4nQ5w2E2jiWlKjbxZevx+fnT/hYuX1rI3rYRfvJe86RCsvGmqBrN3X4e29bASEzhvfoBHt/ZjMMiJ3MFOvGE0SP3ucNefvpePVsOeSdt56oVxXzzkln89Aojgo0rOs9WeXloW92UywM098UZiSrcsbYyxcrJdBrw3NkGqGtXFnL54kr6A0qqsCrLZea288ZmOtFkVXHPcCxVBDaVZSYppZlOM/ZkZe65ZQZvfe/pEN95sYG2gQgWs8iKSuP5zrTY+d4r9bxbPcQP36inzz92/zMcZr7xiVl8/WMzyc+w8vVPV/DNS2Zx4+oyHr/uHApcNgZjUb723DE2P7qPz67I4xsfm8UNq8u4bl4ZJkTahyI8tbeVJdMzeOPe8/jmJbNwJ1lyaWeI351fmYMzJbQ49hxcs7wYOyJD8QTffGEKRd4pzJyUogglVN46YchBbFpWhCe57/7g5GsoJfM4pg9rNvBfsP99Eb4kIyfCY5DOqH2Yk/9bRP3JbUp2Nxkfu4uhNx8k97qfofh7ifc2YytbjCyCQ0+MFSUkj0EALq10Ek8v5VeNjSmlzyXiMO9r2aybmc2R+m464xKdmnGyssmEmwh+zJgFjYVFbq5cXUkaxSi53Rw82cx+nwEH5Vlgmk1j94BIqHgF87IdfGOBmf84NMKy0gwE2cTmC88h5ukGWSbY2c4f24yHd31lOuFQmPf7oMQt0+ZX+Mnrx1hSks4N588l84y6fkEQkHKLoK6D1RUZ2LQY25tGOPdoO5+b5QRV4UtriyEe5aFdXvRIELvVxAXzpvFewxCbVs2Y5KhuWDuDE91BdjT52Ti/cMLvosnCxYvLOdgd558+PpNEaJjHd3Wz+bzZbDns5Yfb2xFMZu48f2byNqn09PTx8mk/nz+3Ao87bVIk/NLxPh7Y3obZauOK5aVIojRpma7BIM9Xd3L1ilLcVhNvnOzhwW0Gf//Kc4uRJSG1jtcX4dmqDq5bVZKEdcSUcx5vZ3Lba7uiROIKXzy/kk1TLA/w+nEvv69qZHXF1JTgqawg3UyeR+bh7bXkp8vcvq6CA/Ux3qvzcveFxWQ4zMkqYDjdFWbLkQ5kEW5YVU4kptPUE2NvWxdXrxiDmURR4KuXlFOcPVaMtbetm2cONxBTVERd4FMLc2n1hcjLMPP0wWbqB4c51u1jd/0gD1yxkHS7hTSHmNIiOvOaADx923L+5eVTNHeFOdY7zP1v1fHcnSsBGNRiJJLMmu6k3PDo+j95y5B1GK0yHrWqrqGURPFIZOw3m0VET1Fo/rLrevO6cl462kUYler2YQAKs+zcdk4FDx6spzcU46m9ranZJEC6bMaXSFCR8/fJw/+7MkEUUc/Ufv1L7KNw9mcZNLR4FFv5Ui5YtJtXt/8aU3oBylA3lC1G1aBfnCx8IpHgK0/t4+715Ui6zqhgQgMGHay9148zPgJ4MKMRAfRIlHwpjl81E9dFqtpH2FrTy6VFIubgIHfPtdOxP0hnQiYUVzgckwEr5RlWfr5pHt99ZifNfisPb2vgiWsXow70og71ITo9CI40YJBlWQLzMiR8XQHAxHkzcint8bGzI8Lerl4cDkN6edT0RBwEuGHdLOx2O+d7grzWIvGldRmc7x7hnpe87OtK8KXzs7lh3Uwc6R2EgiHu39XBgY4QO9rCCOaJkIyuqmhhPwuKMlhYkj0lTLH1dC87G4dYebIbRJEf7erhYGeYb1+6AEGUJrB1BODFEwP8eHs7kjzGEOnxjbDlcAdXnFs2wcmf6XBG7fnqTh7Y2ohJlrhoZhZRRTtrkvSNk908urMRl13mjnUV3HZeGS39UX6/v52rVxRPGYkLgsDOhk6e2NvEnWsr+NXOdm5YU0Ru2sTo5vIlhWw93c+epv6UM9F1o7G5zQxTCHwiCAI3rinCaR1j7vyhqpk3aloQ5Tjf+uQc7t5YTo7bxIrSHPY2G9WuhxqivHbCSzSh8PLJZswyE87zzPO+dX0JHqfI4EiCX+5uYkdTF72hCMvL0rnvklnkWl08sD3K8V4fLx7xUmrNojk8wG3nl551dlKR7eSZW89l80/30xUJkzsOFrvzwjJeqG7HryjU9Y5MWM8hy8QVBecZGs+fnJvPr7c1E9AUDrYNpXj4Lx/vJoKKLAh8Yd3ZZ7TjLdNhJluw0KaHKU4fe89rBgMkkrOHUEyZsE5AM6L+pr6/Qx7+35vpmo6uTha0+v+C259l+753HkUZ7uXkkkuIVf8eS+EclGFjeqeiERkvsZA8ThWJvQGR5j+3oSY74FhQGG0w1DscogcPAIoogwaDCY0eNYkrmjWKHCLnlzp54VATPz4yQplVpTMh45ZU/KqxzUI7rHVH8cgqd60qpHPPEHefX4keCbGlqo1HazQgwsociS+dV0RwoI9HDg6wLN8FRKlr62FBrpUZJSXYRJ3LV4yxkXRdp+/UEV5sVth88XJuX1vOz984xMMH+rnvkpls88O+LgMrjcTi/HbrMVAVLl05C4fTwcYZGayo7Z/MXFHibKlq56E9A6wrc3H96rJJ1/zyc8tAELh8eSmCILK/aYAdjUPMP9SOTdYnNFMRRImr1szEZLVP2NcLR7z85L0WDrYM8cDmxR8qYWBw82UuX1LI7/e38vj7LZxXmcV1KydjsZuXFSEKpPDxxt4I337lBAfbBjHLZ5dLGOXuD4cVHt9p8N0/Pm8arx7zck1yoJiWYeG86emc7BpkFJKIxOGdE0H+dKiGH1w2h8oposcznbPXb+Drp7oCNPdGefNkJ1clI/hFJQaMeNDbyJ+q6zm/spA8l52lpemTtjvVPl7Y14ddbqM3FGHt9GxuW19GmtXEPz1bR8dwmKXFGXQNxhmx9/D0oRbS06QPvP7V9QFqBwyHPhAZg4P6fHFkXQIU5hdO1O1JSSskk7fegTBP7GzlyuVFfLpwGi94O1JiZ0uz06lvDeKRZYYVhaf2tbJ+lpG8jkZVXt/RzWGfD7NZ5K6LppOTHITtNhnZKcAIvFfTyz8/f5IvXzIDq3XMVwwOxfjG747ztc/MJDvNkuKJ6h89Df9/n8MXJTDr6hgP/79TQye538yPf5nQqe3UbH8KOT2fcP0+LIWjCtJTJ5P15PcDUTX1nTEbMB6knoTM0myZzsEg3ZoxYPTERMwoxJHpi4v0xeG9Bh9XXHQOuzv3sK8rykKXQm9Yw49EoUPAG9J5sgXE92pp7A/THNCoavFxTnEFmzbMx5c4yTudKvv6VJbOkbEnhdQXVxbgkLvZ0RGhqi/ENy8xKjY1JUFfzXFe9IpcvqyYp08EeORUgoirhS+fV8QFpXYO9nq4cE4e6XYzEV1GB/RIkIf39QHgSO/n9nWVCKJIZb7hQAaHAjy3v5lNq6aTkWZn83lz2NV+iJ0tIzy5p5mvnFGslOm0csf5Y989cOVSnqtqp6dvgEeODBITzNyb5PkLgjBl1H7FinIOtvnZ2TDI17Yc48Erl3xgknZ8kdXGmTk8f7gzycrxTkpEnwnVvHmyi4Ntgylqq6rptPRG+HNNF1eNi/hH1/OF4njsMpctKeSXOzv4xa46LLLA+TMLeeGIl8uWFOCxy6kBzGqGZ4/UUNXez/feqOG3Ny6f8hxiCZ1jbXH2tXr51idn8PC2Rr55yWwe3dbKC8eaiKsKXxlXiXv96mLsFoHXq/voGQnz8LZGnhy37Z7hGE/v7eDa1UXkucci7z8daSGsKJRk2FP5iYauMAlV5aLKQjqGg7zc3sad6ypSdNV4wkhUm2SBo41BdrZ0c/0aI/J/u64bvxIn02ohz2ZnT80g2+v6CccTDKrGAFDVOMShmiHmlKVht0ljqEyywOmZPW08UdWCzSqhe3Qi7RrT0qxcMCeXJ99r5b3OXjxmmUyrmVtXjQUZggD7uwd5vs7IqXicZu79mAHRmEwi3//8fO78w2F88QS/O9TGtGwbX75kBu29YeqHgwQjKu82d1Fa7ODO9RWkSTL9Wvxv0uLwf53DRxSIj28g8neglimIEs75F2CftYaRQ68S6zxNrHOMN59y9Gcco6wlUMQxeEpJnpebBJtWV3D76lK+/8gWXgwbDl8WIK6PnXuhDS6YX0Cmy8o52Sb2dUWpGxGIYqY808Yvr1/Gt589yL7OKG83DNMZk1ld5mHTsmIEQSA7P5dMVyPepL64P6JwzyfPxVnQxaZlxejRfJ460E44Gqevo50H3gxx3eJsntrTzKNNJiKCCTE9B+gkEgzx+KsHiCg62xsjrEgWaN2bdNSD/hCC2YYgy2wsT+Px1w9ywaw8tnXG2bS8lOcOe7l/ZyeCxcYd588k0+NiTr6LfR1hQqEQuqZO2dJw1MZw2ygwSDia4IevVSPJJm5aN3NKR57ptPCTTYv4wtMH2dnoGwePjBVanc12NAzQPhRh/cxsVpZl8LN367l2lYHtCyITFDVT+joWMQX/xBIav97dxp8ON5PQVO69cOaETlrjB4yb1owJrT25p4Ofv19LQlXw2MeeBVGA739uDt97o4ZvfXJiu4q4onPKG2d3k5fPn1PIWye9/HZ/LVbTLH53s+G8HclJaO+wwmPbm7hiuXGco8exfkYO33/zNN8+Y9t/ONDBo+/XIUnwsVkFvHy8k9s3FPNvn53DfS+cJM/uIBDSyHDAS9VeXjzVyrKiTE4PDLNhZja3rh1LGr99cIit9d1cv6aIp/e28VJtG3arEfnfdn4ZLrvEe0cGeOmUl9O9AWoHAnxiej6Lp3kQRDjSMcyjW5vIzbDwD5+diUOSGFZV0pJBzPVryxAlgQU5bn59sgWPSaYzEOWZ3W3ENBWLIDIcN2YDVW1DrJpp5EgsFok7LqogM8uMqupcu3pMj6mhPcDPXmtAVo13u8hj44I5ufT0Ran1jRDQFIaVOPesH0uwB7QkD7///3j4f4EJU0+Fxhdg/XdU32oaosmKe+UmHHPPJ3Rq+xmOfkxiwQpYtAj+JLYvo1FImFbNDqKIHxMWTSFaf4p9EQPTN6GQ0GXMgkaaoDCgmfFGYOvpfgpHvCwL1GATCojoEhl2E7+6YTmqbwA9FGSBLc7xiMGUWVpu8LR1XUcdGWKh2IdVsBLVJZoHI2Sm2VPSBP3D/Wj+QWr6VfZ2xYAwdocDMbcYmgzI6oYNc7C7XAx0dfGjY2GW5ch8cV3pJJgmw2Hi2nlpvNAY4bWaAR7aO8gBb4id7VEDc19RgSCbjYFGSdDf00vtgBG56fEYP3/vNJvHJXdH2yDquka/L8CLJwbYtKyYm9bNwGm34PcHeHyfIbjlctjPChdkuawsLc3kYPsIVa0+fKE4wVCYl4/1cM2q8rNG/FcsL0aWDAf+uz2t/HRbA2aTxIbpufy5ppvrVpVMWPfMGYbFJOKyjz7Ixv8tAzGeq/Jy05qiFGSg6zrhuJ6SRLhhdREWE3QPKfzk3doJmHpljnPKyF5R4Q8HWtlS3Yiiqdx1QQl56WNYvq7rfPGCMlxWmS6fwg/frmX76UF+ft3ClPbQzHwXT908edvXripCFOHK5YV898Vm3qhrwWIx5CPOn5XNA+/VUXzQjEkUWT8jh5aeGBkegVUz0rl+1URe/tG+fracbOFI+yBLyjzcvcHIj7x/ZIitjT3cfXE5z+7pTN5TibtmV7L/xDDVw8Pcdl45F83LY2f1AH862Y7dJRBMQr/+pBNvag3S0RWhvTtM1ZDRUW1FWQYdnRG2eg055my7mU8uLODa1aWp44pGVX67pYUDoUF+cdvSVFEdwEvHutg7aFAy0kSZjuEIrx7tQolpBDSF0gw7RQk7Lx/o4lOLC4zzTUE6f59qmX9XpqNhNOE6w86M9P8bI345LQv3yssnUEUlxhKzugR+bKkBwSNrtCrOCejP3touek766NYzACiVYzQoMnFdZEA3XpI1lVlcmqew56XXucs3m6gukeEwseWOVVRkO7ns1+9xyC+Tn4wEV1dkcn1yqqqNDHH67Te5+0QGUV3CYzPxr5fOnXAeW/bU88gxIwrxWOBTCwuTVZ9FON3usWTl2nIeeNnA6qv6FAaj7Vw6w0V6edFYY5FEjOcPd3D//iHu2VjJfR+bycYCifknewiFIwiCkBpotHiU5492s6fZiAIdLhv3v9eGmEzuakqC3k4vLzdEuGxJIc/tb+bHu7oRBAMbv31dJQPDQeKCidM9QS6YM7mZxni7cU05xzuH2d00yJN7WjjSNsjupiEsZtOUA0VC0RgaiaYKaK5dVYLVIiWx/XZ++l49NvPUksoALf0RXjjSyeZl08hyjjFc3jhuSCK77QJ3rq+g1x/jjwc7GAiqPHOgETlZmHXXhgp6/DEKM+Wz8u5HTdd1evxx6vuGUp/HK3UmFJ0D9TH2tXm5cU0Rw0GdzkCAg239U0JVZ1q2y8Kn5hfy4J/bEUXjCR/VlrlmVTGiCMdbQrzT6CWha5TmWXh8VwPfvGTWpMH01g2l7GkY4HjvEE3HAnzzklmk2008c7CNd1o7MVvhE5WFvNraxjc/PpvBXoWXIl0A2MwSd6yr4MUDBuxyuncsITo6rB7sGeS15i5uW1VGbquFXjXGgkI3n59XSP+LUY71+skTrBxrG2YoHE8dn8UiUh0fpnEkxL+/PhEuu3xZIftODdIZjzDNZqV60A/o5EgW3JLMfRtn8vjOZtoiYb735ml+e+Py/4N0/jMmyiLKf7cU8lT2IceUb9LxxgwHLwAmLUEiCedk2mWyFYXT4bHbdWQIGgUjui90SDgTE6vy1lRm8bMrFhGu2sVXBqcTRcJqElPOvqeujo4RBZDJctm5YV1xykH3dXjZcrCVHe3ZDCdHoU1Li1KFJv2tLTx/YoCl2RKrpllp94XxRkS8w1HS7SYEQeCyRXk8u6eOTSsryXTZuPGixUTiVTxf46c5oHHbczX88kqJd0/3s2n1TDJcTjatn4+QbohzpcsKfU11nOgOs7PDB4KA3Syz6dwyMhxWNq+bh+TqSjk0p2Ms4do/OMS9rzazvzNKRBW5dlUlsmOMaikIAtnpLjKsInubh3g3WUk6aqqigCCkKmmz02w8sGkxLx7txh+KsbtpiPXjZCQ0XadrMMirJ3q4YnkJaVaZ10708LNtjUiiMciMOsZrVpZglkVWl2fx+I6mCUJho/bK0U4e2V6H0yqk1lM0nWWlOayd7kt1e3p6fwePbK/jzrUVqcYao5bnHssnaDp0DMZ582THpP2pGjy1x8uxzkHWTs/mhjMS4C39UX6y7QTV3n7MssC83GmcU+JmZaX7QyUdAIIRnRePdPCn6gauOKeE+bkZrKvMA4xZzVVLyzjdZtAjrWaB5dOy2XqyD+9gNMWOGbUMh5lHrlnMHw+2YTaLyVwHmJOV4ccaRvBGRugORqlq9dHijdAVC1PksZElWHngrTr+9TNzeWxnE9/5zFw+/9AehhNKiod/w9oy7DaZXMHCK4IxUKiqzsySNH5723K+86eTbG3oIxxSJzh2QRB4+MbF/Pvrk+Gy6hPDNAyPEESlIs/Bfctnsao0k5t+ewi/qvDvb5/moavP4eFtDal1A8m+D40D/8sboHwUJiAgayqJUW2aFHSjJVGT/6bBYCoIaXw/VG2imqdLT+AbPQcElromOnyAgC6TbhE5b5qFP9a7sKAQQ8ZtFvjXS+eSYZP5xdF+/Ekq58VzclNO+8VTg/Qmk72z89MmRJtPvXeCR2s1FuXbgTBpMlw8e6xB2fOHO7m/ys+6Yht7O6Pccu40atr6KdD9PPDCPm68ZKkhcra9A0GQuOPCOWQ4zGQ6rQzHhsmwyzT7FW7740ma/QqC2codG2eR6XFxxzqD/aFrMi91WdjZEWXDzGyCvn4eOh4iosK9F84k0zWRqpnS7Rke4R9eqWN/p9E7FF0jOz2NO9ZPVjfcvKICyWRh09IiNFWhe2CIV2uGWFPiYHvjENesHoOIctx27lhXQa8/jNMic8W5Y5CMrulsOezlZ9ubU81Qrl9dht0ip1g4iqojSwb2fsOqMh7a2shj7zcgCmPH3jEY5aVqL59alIfNLExw4LoOO+r6eL9hTOrg2hVFWGSBzcumEYzBs1WTHTpAJAZP7O7gqf217Kwb5NGrF5HpTEoDSAK3ri0k10MKlx9vzx7spNrbz4aZ2awsy+J7bx7jWNcA37xkFi6LiXBMTxVXnWmarrPzRJDjbRGWFmdgs4qc6PWxq7Gfc8rSEASB9DSRf7y0gvknrWxaWsTj77bQMOSn4aCfHfV9PHnzstQzC1CcbeMbn5iYoP/W52eQs83Eq4e7GVCjlGYag//RtGHere+hYzjCkwdaaBoJIsjw9K3nAmPsHH+Sh5/hMHPNshK+8Msj9Cbbj4qSQDSmIiagoydCGJVpbusExx6LqZSk2yfBZSNBhSf2NRNEJd9l4b6LZ7GwJJ1/e6GGgWgMiyDiDUR573Qfj24+B3typj0K5Qh/Kdn/P2H/6xy+jo5ZTZBgYjep/1ZnfzYbdz/HV9sKgkC6HsaHgav7Yjo4J998CypDMbCZZUrkKG2Kcc7+uJ5SrfTLY9zfgXFVfZedW8qTh3ro0yzUdgcmbDdidgKGJrjRRUs32BflBg3t8rWzCUWPEZVtVDpUrILC7BwrvzkeBIZwZndwwcwsDjT2c8HsMbjkgjm5HGgZ4osXzuLhXW3saBxmZYGJcDQxKZoTRJFNKysRTBY2FEj8y1sNky/aGabrGr/dfpqdzYZm/4qKTG5Yc3bIISvNxh0bptM3NMIju1qIxBQe39fN/ulZ7GwYwDKFJEM0GkM5oymqJIlctaIUm3Wso9Z4TL5zMMwfD3Zw7aoSct1WLCaBa1cVIwgaI+PO/dlDXh7ZXofZJEyCSkySwC3JLlifXlCIqunkui18cWMFoajOL3Y28Zs9dRMGEADvYJzfH+zg0sW51PUOsr+lny2HOyZsvzDTwheSwmkN3TFeOeblpvMM53/b+iIy0gSuXF7EL3e0c6xrgHVJmYejLVFeOdbJFy+aXAsARnK5ZrCHXW1GRfLq6ZncsqqC461h/u3VWu6+wKj8zc+wcE5uLr/e0crmlfmoaLxU3UXHcHgSRDKV5XmsnF+Zx2tHjLzRmkojD3W0d5jBWIx8p5UCl42mkSDjnx9REFB1PdWOsbYtwM/eMIrCRs0ii7y2vZudbf0p5c3CDFtqEFIUjZfe7eK4f5iL5+ayra6PL358OlkuCw67REQ2Zt5WJH60pZ55s9K4fGUhoghHGoY47Bumvj3AN39/gn/aNJsctxWPaGZATfzd9rT9uzJBFEhI4zD8vwPM/i+x8boZVllAHJevUeIKR3onl2DHkCgyxTneG6FNsSIkKwotgs7G2YZzbosZswQZjZsWelLrZmdnYrIYL2ldb5DGvrGiFLvVWKe6K8RFC6axLANCviEaewycN9PjwuGw8etqH41RC4/s72drk4GJlrhENla62Vo3yI6OKFvr+tGTVYvvtUXY4Y2x43Q386d5uGWhC0HXeWhXO8/tbzYaoIyzDIeZ29aWs7W2j31dccozrHxqXvYHaIwICEnFzHl5VtRIiN++3/ChDcSfP9LFAzs6iKg655V7uHtDGfdNoVwJ8EZNPw9ub+b5cT1qEwmV9j4/exr6GQpP3terJ7p4ZGcjL1UbCUVBEMhzWxAEkUe2N/FsleEQr19VxDc+NuusUEmW08KNq8rpHtZ5+L0megMxEoqOzQI3rS7ivktm8ZnFhdR3x3gsKX2w5UgHj++sZV9zL49evYj7Ljn79gFj0NlRy58OtlPXGeWFI16uTEb+66dns3BaNp+aV84vt7eztb6NZw7V8VL11BIPADevLeGejZXcs3E6168qRRREtjV38MS+Zu56phpfKI6mGU1cHtvVwO/2dOIbhu9fOp81FdmTIJKz2W93tdCvGA55NJF8zcoSpntcdAejDCZi3Lm2YkK/WUdSusCZrER77WQXb7X34HGbmJPlYkVOBsGgyrHAEK+3dKWkDqJRLfVMiaLAicAwfzjRzk93NPBUdRvPHepAUYwmOA9evYhZ6S4UTWf3wAA/393Mjvp+7v3YDBIx4znuDkV5pamLF48az8copNM2+H8snQ83gVQf1L8rm2rA0WGqSm1dh2HTmBa2LIucSkwUV8u1aOTKKsdDZjr6E6SJCgHNuJ0xXeCPW4+RleXha59cwE2/O0JAk3l4dzu1nUOcn6WwI5jGv1++iDufPkxUl7j5N/t48e61ZLqs3LCqjEggwOmIheXWIV4IqAwpEt97q57f3ngugsnM5guXEE5UMegPUZxsZF6RaaNpMMLWhmE2r5mJYLGxsVDmJ3/YjpiezaXLK0BJEPIN8PD+PtaXp7G3W2HD9EwW2/zc+KvdfOtzS6jMGTtXQRDYtG4eB3uq2dE0zEv7ahFEGcFi58a1E0WnBEHgpg1zcLlcjARDPLLLcKQnugL8ZPM5E7pZjbcrVpQhyjKhaJxdB3soPdxGu1/hwjm5kyCOqWQVRFHggW3N7GsZmjIi3bysGFEQJg0gF8zO4UDzIB2DEQZGYmS7LB+oaw9gkuH9Ri8/fa+O4bCCVZa5dV0R0zIMzD4U0/nlzmZ+s6cWSYTrVhZhkWFVeS5/qupIOe+z2a1rCxEEhaGwyq93tbHlaGNKpfNw5wDHOvsxH9apah/gM/NLWVmenerXO5VlOMbqHdr6owz4FS5bWEJNd4B9LQNsOdTBLeeVc+GcXLzBAN2+KO82dpGXJfD0Lcv+oiYg0ZjGwEiyL21BWsqpu20m0s0WYISa/gCXLi2YcO4jyUh+JMnSWVeRzbZT/QTCCWoGRlhc4OHJqlZuWVnGIqeHgJCg0uPgWLefLYc6uH1dBaIosDjXw37XIB6LidvXlFPpdPHV3x7nHz47g1kFaczKTOPlZAeuQreVbMnCN585QV62leMhP1kWCyU2OzXNfnxL47gkmT4tRun/JW0/3ERJREoopODv/y4a5pk21f7HOXyzoBHVjUhjJKahMubw09xO8sI+ToTHYKremEi22wGhZMPzZHSfY1LpS0jsr+vm1HE/V5ZLuEwCgRg09kc52pdgd7bAvv4A911o5ZplBfz6YC9t/gR3/3Y3S6e5+Hj6CI2+GHv7EpzugiFFIsMu861PjrF0PCYNLRrkD43Gy7KhwsPda0t4eEczF8zOJt0q8rmcEF9/e5CdHTHAi8Pp5PaNs/H5Qzhye7lwTi4ra3r5/PxMvvi7/ezrUUm8cpLf37pywmXKSrPzwFXLePZgC/09fTxxzKDMOe3WSZDL+MIkUZbZU9/LjgYfT+1p4t4LZ4EgTHIio7r/tV4fxzqGOdUT5khncErnPbp9XdfpHBzh1eO9bFpWxG1rSuj2R/ni+ZM1943GJWUp6ACMZOm7NX1UtfuoavdRnGX7QMaLruu0D8Z4/UQnC4vSObcsG11X+fmuJtKdY5W5djPcsqaQLBepJPzNayq4/60mnthbm2LynLltVTPwfKfFTDQu8/TBWu5cW8l945LBVywrZDiYoG0gzuKiDEQRowHLGUnvs9kLR7y8eLKFKxaXU5nlYd1sQ0EzFtf584ledjf1s6LMyBU19Ub41IP7eODK+cw4SzvF8RZK9nRr7AvR0hMio8KMrkFvyMjl5Lqs1LcF6fNHyXEb79EopDPaenBv+yCnfQHm5xj5nsBIgi9uqOTziwrZeaqf5kAIqyhy7dLiCYO3V4nQNBKiaSTEgjIPR3uGeKWpkxnHndx1fiUeVSZNkvFYTbT7Izx/qoN9rT4KbTYWFbgpzrOzo72ftrowcw658ScbpjScIQXxUdj/OoePrhOzjIvk/p6hnHGHlkoykyz800kNEj3DYTZVeDhRF52wen8wikfWGFZEBjQz57jiqIj0JcAnGA/1+94onXETVgmCqjGgzJtVyrr5GvOHT/Jom41rluTR3DnA3q4Y+7piHMqT2dcnUuAQ6QppFLnNPHnLygnJs8HBIQ52G85+eaGDH1+5lOd2nWZHywgranooX1PK7w51s7NDZXmJmwW5VkIjI/hC8aQEsrGtinVO9EScco+ZfT0RwpHYJDwfko52ZSHffcFgTywvTeeyJYX0Dg7z0vE+Ni0vncTouPei2ajxOIc7wyCIdHb38ofqPhBEblo7nSzX2ACq6zrvnOri/UYft64pxe20nRVOUDWNeELluUNGolYUBRRVpdUXoarVxzklE+UFevxRHt/WhMUkcscGA7eWJYFrVxYjSTqCwAfCLLquE4joPLPfy69217F2ejYHWvo5t8w9qWmKIAiE4gKDI5AMXLGYjOKsrLSp2yC29Md5ao+XW9cVMi3dzE3nFZKfPjGJ2z0c448HOhgKwjt1xsxp7YyMszZtaeqN8dapzgliavNzM1mYn4kgqrxa08bKsiwSik66XeBLHyulvNDERXNzeedkLy8c7KZxyM/33zrNr69fxv5TAfa093L50kLK8yZ2grJaRL7z6Xnc9vuDhBWVe56r5tUvraGxLUSJ20Fmukypx8ELJ71IEkzLtnHt6lLsoohfVXElIZ3rVpdis0iUOG18dctxmkZC6OiU5jp46LpFbPrFPkYSKi8e7eSGdWM1AtetKUUXdRRF5/rzSgFwpxl0Wk3Tea+7j4CqYBMk7lpXweeWFvLl3x3lRL8fbySCLArcel4Z1mTLzN+8YzRx+RsoK/wvdPgCSLrGR9864G9rZlElknTIDrOIPTZCt2hM6XLtElooyJm3S0jEGVZMyQ5XOvVBgWCy0vbC+UWcbuujI8mrjKqGVPLKymw+WWpha8MQP6yBYyEdxRri57du4PE/H+do+0AqgSwmdViK060pZ6/rOvrIEE/taqTKCLSR1QTEwlwwr4ADHSNcMDcf0WRBzCoAOliYZ6PeO8DOTgW708Ed66ejaxoDgz5eOOlj0/JS0rMzodZLdVdoSqkEAMFix5WeCYRZWZFFfMTHP7xUy672cEoPf8LygsBNG2ajiTKqovDHYwM8ttvAm10OK3eO64AlCAJXrqzAbLGyadlE8TJd1+n1R/jjgXauXlFKNJHg+UNePr4gf0KiVpIkzqvM5uc7mia0Mnz+kJenDrQCkOkaS+bmeawTZApGTVF1EirYzMZ9SKjQ2BtH1Q2VzM8snpZqtGE3mTndFecPB5q46lxjn2+e6ODXe2rJdJGCiAozzHzhLHDRGyc6eOpAHXV9gzx2zSLKsseSuKP2qx0dPLG/jlvXVHLXhkpkUeD6VVMLmsUV+PWOdv50tAGTDJcvKsVlF6npH+RY9yBrZqSzqCCTfS0DfPu5WvrCYX7w+bmpY71zg5PVFdn85N1avv2pOSiKzivHOtlyqoWtp/o4tyydey6pJNNhJhbXsVlFVs5K57FNS7lnyxG8/gg3P1HF8rJM3u/qZU6WmxvOK6Ew0051vZ/nTnhR0Akn62CCyliHt9vXVfDd508RSlbFxJPNymdNS2NTZRFPnGolpEykZY6HrUZt9B6/ubcLX9SI2HuDMdLsJgrddpa40mnzhch0mDnkHebC+XmpddJEM/1qYkq9o7/W/tc5fAO+n8Ld/z1H+kBkHPEjoWq4idGN4fBHFA09FgLGxJ+yZIWehImV06xclzHAvSdtBHVjllCabuWL68u447EGeuJ2nGYIxmFleSZXl4vc8/xR9g2ZKHDYAQ1EQ6PdEh+hqlcFVFZXZHDv2iIe2dnKtz45l/5OLy/UDPP5RXkMnDjEa/XGAZdkWNnbHWXL8X70aJgdzQFWnOwmbV4UXVO5ZVkOp7pH2NupsH56Bhsr0/n5jkYuW5jDlv3N/HBPP4Io8el52bx6vId2v4KADuvXo+/fD0ndcGHaNIS6Om5cNwunw8FlSwr59daT7GoPs6zYTSg2mekDxsuoJuI8vr+b284r456Nlei6zuZlY+XvWrJAKjvNliruGv9bc2+Q77x+it1Ng1jMMqGowqM7mxEkccKLfsPKMbqlMI4tc+W5RUQVFVEci7BjCR1RNNg3Z1pLf4wth7zcfF4RuW4LJgn2NHfyxJ4mblhZyRvHerlmpeHcI3F442QHv95tNC+5fV0F16w0qm2niuZ1Xae+O8Zbp7zJ7lYWrjq3iPfrfAaDJ4lNAzR2R/nDASPyn5ObxeLCQTYvL5iQY5nKLCaBW9YVYTKp9PsTvHl4mM6wj8vPzceapJtes6KER7a28NapLnzRKN97q5Znbh2DzxYUp6Uqd482joCgsaw4g6p2Hw1Dfmw2kcGhBJGozj9+dgZF2TbWL8zis02FPHmwherOYQpcNmySRM2AoYd029pybj5xCIDhYAItmfwfvf+nW4f59fY2Pr04jzequ+lVY6Dr+IZjvLa9h9dau9FF8NhME2Z/zV1BHnnbqKlYMsuDLI/5ml9VtRBCJd1sIs9pZcPMHCxmkff7+wmoChUuBzfOKqGrf6zuYFRaoaH//9QyP9QS/mFUfRxL5+8Fw/8QS4ybwJkEGJYcjJbehmI6R/WJks+SSQYFlEiEf6+zpPD/XBusztZ4audpVNlwfuVuM04TBH0DPLU3wr4hY1vLKnMIRFW+sDKPx945QdTsBAxmQKkpxMPv1XP3+dN5p7qJ8EiQR46G2NcyRCJhoS0YpiLbwS+vW8rWml4uW1JI38Ag+zuCnJMr8bXnT/J+e4R15WnsbQ+xqjSN+QUuXj7UwqP7+0AQ2LRmFqIrncuXFvHs/mba/QobZmZz3aoyYgmFbbfdx/ELPsNNa6eT7XGgaTrpdhO3nldO91CQ6h4jfyGKOg9ta8JhmVz5KggCJosB3djM8gTd8b5AjD/sb2NVeSZ7mge5fvXEiDWh6AiCzusnu9ndZAibXbG8mMe3NwOp3uUpM5sErjy3CKdNnOBsM50Wvnbx2MCgaTo1XTG21ni5ea0xm+gejvPM/g6uW1XEu6c7+eXuOjJcBj1TEASuWVGELEL3sMoDW2uxmAznPhSKoesKXzq/ckpK6Jmm6fCHA16eOlDHrnofj1y9kHyPhZ9ft5Ath70Tjvvlo16e2F9HZpqAokK1d4Df7e4kwyWzeVkReW7zWZOq2S4LkYjI01WNnFM0xJEOH5Kk8fVLZuLzK+w/EaKmexhfNEpZpoPvXDo7dc0DQZX0NCmV83jlWCdbTrZxUXkBC/M9LCjyoKo6L9YY0NKcY3auXFKK2yUxLz2dhflDLClLZ1fNABFVxWMz8fGFeYwEFYIRA+eymkVcSS0dt8Vwgz9/r4VXGrrQJI3MdAu9AzFsZpnathF+daSJvkQMhyzx2JWLJ8CbLx3t5MU6L8e8Qzx0zWLmlo0FZv/2mbl89U/HCMVUTvtG+OO+dv7ls3OZV5BGc10IRdHp98V5vbGb/GxrMo+T5OF/9MoK//scvklQ0KRxHPy/F1rmlPsf+26aU8YbVAARfwL8WDChkUAkrJLSuhk1lwwBCap8AozD/02iwO/r48Agt6wsId0Xp8AS5/fH/eztirNqmpVCp4o3qFHdPsyLX1jFb9+p5tGqIW5dVciXzq9A0DSqGrrZ2xmh49V6mn1Rlk6zU+yW2dkc4La15VjsI9y+ppS3T3RxxbmlpNtN/OH9XnY2++kYjtHsi7JhZhbf+uRc3jnZxchIiId3trGixMOXzq9g09Ii0iyGbvyfDrRx8YJCRNnAPT02ma6RGDsafDxr78Sd5uTWteW09IzwZk0vm5cV8WyVl/2tfjbMzOa+i6ezvX5wyog2ltA5f3YBxzqDfHpRwYTfthzq4KfbGjjUNsTupgHsFimZkDWKhk53Rdl6upNLzynAZh7Twr9lbRkeh8yVy4sn7W8wKDASgXAUPPZUPvCMR0FgV4OXR3fWkWYXuOW8cp6t6uDRHbVYTXD1iiIkcWKEnuEw84UNFQwE4xRmSHxqfiFxRef3+738Zk8jX7twTIqgpsOgU95xfhHZronMJEkUuGNDEQ39PvY29/NStZcvbKhIKX2Gozq7a8Ic6erms0vzcNiElKiXJEJjd4zfHayjtSfOtEwTN68rmRLWSXMI3HVRCRWFMt6BKEc6fCiaznBAYfeJEX5VdZqa/iE2zMzmJ5sW4fMn+P4rdawuy+LFQz186ZIyKvKNZ/6ui8rISpdp743yTvMwH1+Ux2cXFyIKAjabyOwMN1964hiVJTb8IwrHuo1lvnHBLL7yUjXDkQTPV3n5+sdmsmCGm1PH/NgtEqFRSCfZySsnywIN0DIUomYgQLbVwnklmexoHMCbiGCXREKKygPvNDBrmpsMh5lEQmPTsiKOdft5v6Gff/tzDY9dN6aqmmG1YI3I1EWNaL2mx0+fP8pMmwun0MeJ3gDnlKZzT2FlKo+TJpjp5/8aoPxF5lq2HOnACdSzlhiMipSNiZVN/P6D1vmwZUehpMm/yQIpLXsASQBVB4cMIcX4e3S9LIfMp2en8+bpQXpCxjYXTXMhyyJlHgtdIwmae4aJqDpum8ymJUWgq5xqG2Cv14jQlxanEY0rzM61E4uKgJ+SdAt7O6Pcel4Zb5/oon0oylN7W5EcbmAIm9XCvRfOxOuL4o/rCLYRrl02jR+8VcehTmO7G2Zmc8e6Cjw2mX979RS/3d9OTNW598KZXLlmJoe6ouxs9KVe5AyHmTs3zGAwGONEX5xdjQOsm23QHVVV4/dVXfxmbysRReOr4/Bst93CP+5+mn/Z+zSmnbMRvv893lAKePC9RsyyxNUrS7HbzKnm3zMLJuuwK6rO6a4Y9/+5joOtA5PYJJuWFqFqAh+fn8N7tX2pUv3j7XG213cQVxR+/n4jDutEffrcNAt3bZjcAEMAttd5efz9Og62+nhw8yKKM6emQF6zshiLSeBz5xSyvyGOL6Rw1/pKLl9a+IERepbTzC1rytl1OsYTe5rYtCwXqxmuWjE2OLx6zMtv9tWR5RZSuHj7QIzf7WnnlnXF5HssPHL1olQz8fGWUHXeOOHlj9UNDAQSmCURXdfJdFq4e2MF79cM0dDnR9VVHn2/hTSHUVkcjWnoGF2hwJhZleVYuTPHYEwVZllZUpDJd16oJ6GpE5x9hsPMQ2818+ShJg61D3Kkc4jOiJ9f3rCUDIeZLJeFu86vxBeKU15gSw2830rOCu5/rY69/b3s7YdMi5kbV5Zw+dIi2jtDuE1mAqqCoui8s68Pl1Pmno2VXL+qjKd2tjKsKDiSSdtFWW4KZCt5TiuLpwlUdw7zy+0t1PeOMDvLwemBEAUuK4e8Qyno67l323nicCvfuWwOA4Mx9rf5+LfnTiEh8g+fn0VOpoXKcgfHaobJsJg40DbEdY8f5JxSD0HdGGhau8J0+iN8fGG+AenoBqTT+DeAdP5+MY7/qmXkUZqs+hsNrrLtxg312GQ2VhjTrYpsB0XpNioyjdlAkct4MadnGZWpBR4rCwpcFHosjL9MVlnkoU0LWFpgRB85TjNF6Ta23L6Cm1cUAyLm5OIzcxx4bMaYquhQ5LFy3Ypi7jm/gne+so77LpnF5xYbUecFs/NYUmhgo59dXEiW20lPSMNtldm8tIiVFVkcavNTnp/O729bxflzDT2ST84v4LOLSnDZrNy2cR4ryzO47bxylpVm8szhXh57vw2ny8V9l8ziiZtW8M1LZnHn+kouXVxoXCNB4IbzpvPNS2Zxw+pyOn0xvvLccZ7c24qIyKneEG3DMVZXZHLPxumpFzShwnDYuMKRpI5PVpqdB69cwjcvmZVabtQynRYevGIR3/jYzFQTb0kSMcljMUddd5z732yizx/jrWu+zKpbfskzz+/BdMftiJ/+NJena1y1bDr+sIJJlj6wRysYEenOBi8HWwdSOvPjzR8R8AXBKhtiYSkZ3poOHtpmwCajLJT6rigPvN34gUVchsxxMetmZnO4vZ83ThiQQ0tflB++2chAcGKf1tvXVZDlNLO7ycvv9jcyEoFHt3bQ6//gfr6iCEc6vfx6Tx3b6/r44saxYx8OalR4Mlnz/9h76yi7yiz9/3Pdyt3dIpAEQoAkxBMI7u4SEiy4dfe0zEz3TLtCd9N4ggVCDAJEIG4VKXe5UnpvXXc7vz9O1a2qVCXQ0/Ndv1m9eq+VVVW599h7ztnvfvd+9vOUprF8uPkORNqFvx1q5aNqEx39Pv68u5sbzsubMH6JOilPrSzkpZVVBMMCfzvUxobhJjP9oI/f7mqmYdBKYaZyHELnm1NOfrihhe6BieLgKTolaxaVctRoYVNLF8FImBlZyby8cgqRgIRIRGD1siKeXlZJWZo4IVcbbbx1sIvgGI6okTE7/ZzvnlfAiuIstDIZQ4EgTb0uUnRKdrYPYvR7SdeocPtDfFpr4q8HOtEqxZpVTABlGM60p2uI3rCfL9oGKE3RcUlpGkaXl26vl0hEpE3+2bXn8MKllbHr/qDJSIfHw79vbmJWQRL3XViEvs/Hxy0m3j3cjVwu5anLK3hqSTmrzy8lJ05Ns91Fba+DO84v4IklZbSb3bQ73fxwS4N4QSO5wv8HIub/dBF+WKJGodaC0805eYlccU42SyrT+OBYH+EoBMMh6HDRYfaxan4Z0WiUi0Jh6nodGF0OFk/N5kadMhZFWD1B3jzQSc9QgF6nj/+8fjq5iTqSNIm8dqCVH149BZVMwbrDJvwR0QHeO6+YJK2KQWeItw51UJCswWDzcf35eaNNKENBXD6455Jy8tISuPH8fHwBgW31ptjS7qjJzTctZpQyJb4Q3HReEQ5vBKsnyDOXTacgLZHrZuWx7rCB3+9u5cLidI50WVlUmcGN5+ehUMiQMB5NMRLh3je/hDi1InadK6bm8erXRhSyEMf0FvKSdCLnSeEo9G/si9YxGIoVlTSK0Qnx7NGpijWnFUUfWlBEklbOzRfk89c9Ipf7ccMQP7vlMp5oHODG2fmgmwrvv0/mgZ2kVF3OH79uJkknP+NxTnT62d5g4p65+dwyOx+1QjLh/EF07G8dbiYzaRTNIpPCqoX5JOtGceyCIPD7rzp460gLOrWEhy4pGYepH2spOiW/uXl89PzeEROvHWghTiOJoV8EQcDtFdCqJTy0MJ8kHcOyfy34AiFy0xTcM+/MUof3zi9Ap57YzKWQSWgYtLC/w8KzHzbw13tnkZGg4r5L8tGqxBrDn3Z08/rhNhJ1Mh5dUko0KlDX7eHr9j7unldIRoI4AVpcAQozlLHn8YOjRk70WLmkLJ175xbRZvDzxp5u7l9YRN3QIB/Vd9IwYOOVu2ZRmDFRtnNecRqHS4dIS1Swo7OXdQeMDFkjPLqimCmFcTyxrIxBp59ao5Nmq4OmLhcrjx3gV7dNZ2bxmZW04pQKdHIF3kiEJKWCfmuAOr2du+YV8nWDmYYhB++fMHJpSSazspNi7KijAijD9y5puLZVkERrh5tar4M75hSQmqAiWa5ga2sfv93UhqCDFdOzSNEp+fkt5/KTbY3ECQrWnzLw/KWVTC2N58RJG1KJiOV/65NuDjqGyFCr6HX7yU/UUD/oxOYIcdnMTKblxtPT4WN6rhiMJsgUmKMhytK/vf/g77V/OocfiUBqXAIMuqnKjOPhhaV0mYMc7rDT0D/E/fOKeXxJGVEB9OYI2+q7uLA4ldoeRyxdcTqe+9qZxTy2/iRNA0NsOdXL2mXlnOqxsK/dzBv7EukacnCo08xji8vGOccBR4CsJAXLp2ay4VgPZif02gLkJKvYUC3mbOPUorOxugQ6BoKM6CknqBX8+MoZbC824vBFeHVPOxcVp7PhhJnkYWc34vDuurgAszNKJBrhgqIEzs9L58NjJu49jU98rJ3umF/f1826o+3cdWExTy+rYkllBnvbBycl1AL4qtFEfd8QiyrTuePCIo62+TnQZTqjkzqTpcapWD3sbB+8JI+D7YMc7Taz5VTPeKibRIJMInD//Hzi1ZMjUEZse4PoYK1uUQTk0WWTn9Ntc8RC6ERu/vFjI5FIWL0kn4wkCedmpvH9j9t4fHkh2ckqwhGBSARUyjOLbD+0MJ9EnYRb54wex+UV+PqUm2b7AA8tKow1i8VrFHT1B/jd7ha0qolSh4cbXexs7eOR5UWTTng6jYQnLi2kedDK4W4LG0+YWL2olLQ4FY8uKRXZH5OSOC83hcvOER1fMCTw7gEjHzd0olFJeWC+KFOZNtz522r08NruLm6Yk4NOI+X2iwqIU8r55EQHHzd0Ea+T8cDCImp77exrN/N5Yy9rMsRz6+r38tZePauXFfPe/h72d1hYuzSJey4o5lD7EK02J1M7NUwpLGPIFkQtl/Humgv45LiJzdW9dDid/GpXG+8+ODmfTiQi8OFOE40WO3fNLuRg6xAdTjf/8XkTxXFxLMhKIxyNcHFlKk5HmJOdA7HUXrxcji0cJn5Y03bV4lKS45UsKUnjoT+dGL73sG7VhQy5A3jfCbOn20zYRQyWOSUvkfdXX4zVE2T2mEk+P0skcNP3ulnfoccnjaLOS+LFlVUsrczgkbdO0GZ38/qRbtYuLef8ipTYts7oCFvmv1A632qRqJQ+u5hv1g+r1G+vN9LQL4oQRKMCz6yoJByBn2xtAcDqDnNhcSrfv3LqpI7h8zoTTQNDw/sXqNMHCIQjPLa4DJtH7DY8JyeFYEjgpvn5MRbBzDEUtRqlnD/vbSY3Wc6jS0q5d14+OpWobeoLCJzo9POXA3UcM5hx+UIEw+DxS1i7oog4tYQkrZxlUzNj+Gt/UFzuqZUS0uKUJGnlvLq3nSeXVvHJ8UHeP9ESa4n/LpY43MVdZ3Jw5/lT+Kx2gIcWTe4o3b4o183MRaMUnWWcUsG22g7eOTa5k/qulqxTkpcQT3engaxDe+GSQhGW+eGHsHcv/O5345xpg97L+0dNPLa8kKykMcLVSwpITZBgcYb524EWMpImP6ezrUZOdXj4rL6HNcvE1VFWoohN//UX7bx3oo28dBmPLC7laIuHzTU9PH15EZmJk1M3ZCSoeGzJ+ONo1RKabAP8eX8rSXHSWKri8aWlVLfbaRt0cEF+2rhtBEFgW30v6060k54sFpjDYYH9tQ72GwZ4cFEhWUlqUnRKXrlr1qQ5eokEGiw2TvRYY45PrZLyxMpiSvLEle3OYzZ2t/Xz4vVlpOiUvH3AwPpTnSTEy3ls6egK7ZpZmeidDpZOySBFp+R3t02sC3x41MjbJzpJTpKzYloGHQ4HV8/MZcuJXlptThaWi8inUCjKr9Z1ctRt5i8PzmL1olKWVmXwH5818W9Xn5lPRyKBT1qMtNhcuFpD/Pf15/L6oS5ydGreO2EgO05Nn9uPrFXKr24/l8qi+Nj5nZ7SSdEpWVaWyX9tasKM2OTYPeTFagtS32an2mQjLIVk7XhYZiAYpb3LTXObC2dliMJMLSunZPGnL9pxeIP4pGJayu4MsaI8E5crhNMtRnYXFCZz6/n57D1k4ZUvO3jk0jEonX+xZX67haNREhQawE5hqphnv3VOPrubzGJBqNvJ8U47+9ot3DMvl06Lg/3tZjDDG3tMJOvk3L9gvKO746J8vMEwUglcP6uQ174x8v6Jdl5aWcWKKek09dopTI3jr/s7SI1XMDMrhy01Rp64tJD0eCVSqYS7hjlNllXmEgoLpMUpY2mEYFjgsL6HYwYzCyvSsboENtaK0L+ybDlrFpWyclou7x8xxmB8X9d62NXaw9MrRYc0kha44bw83H4oyJBw7cw8nJ4oCbpvL9U8ML+Yox12jhksqJWtHO4yE6+VcHF+Fvu7+7jj4tExOdLiZWdLL89eMYrQeHxFPjlpE1MMAL5AlGAIEuPOfh4yqYQ4tRR5NMLi9b+HXzwNMhlUVRHZ+CmHg9kc+LyNB4eRIZ839LDueBs5abJxjUIjVAlWT5D0hG8XARmxaFSg0eBld3sfJnOQj2q6SE2SjaM8uPeSAnSa0es8pO/jw5p2QpEQqfHK2ATxbSaXSVi1uJDkeOmE8zvYbaFuwMpHR41sO9XHY5eKyloSiYQnLy8iL3P0miJRgS11PWxs6uaUycpf7xMRImeazKRSCWtXFpOTPn5cCtLU3H1hERq1lK9aTWxsNJKUKOHlq6fw2IpiMtMUzCtO44cbmli1pIjcVA1fNQxwzGjlq4YByjLiJz3mg4uL0Olk3HFRAb/Y1MqJHhsvb6jjpzedg1Y9inyqbrSxpVePWwjzw831rHvwIsqzJlfROv16bp2Vz0+/bqLX6ecv+zr5/e2zCIWinOxy0GRzopXJaLQ6+abdMjlX0bBfbei0s+btExiGWTFL0nRcNyWXNX8+jpUAjmGFqtfvG6VsPtls45Wd7bTb3HR5vBTVakkOKfnd0VaGAiHum1PE6ktKOGm0c6TbymeNfZxqssfol+eWpdFt8vDLfS2YCaCLl5IgVWD+f8SW+U/n8IWogNktLoW6LR7c3ignmgOcV5hEVBA4YbTy79taONVrwRcMU5Eej1JQYvF6cXjDrK/uIF47GhEGQwKmwRBxKjlVqSm88Y2e2y7KpjBzRL7OwAmThdlFiTyzXCzmvHPQwPoTbWjUUdweCY8sL6QgTc0t5xfzdY2bdw93IZdJeHhRMRkJKpRyCY8sLSA9UXQkLp9AdooUuUzC5dNyCQQF3j1o5LWDrWjVUh5fWsrJvj7WVbeRny6LRYcj55wWDyun5vKzTW1EBAkvXFVKXqr6jGMGopP8050z2XDcxKVTM9hWk8KlU3L48y4DG+raUSpGx6Te3M/7J9soyhrtbk2PV52RC2Z7tZW/7G/lv2+dxszCxEm/M2Jrl5eQk6pE+bPjMMZxRsMCWze08EFNBzUmK3+4YxYPLCwkQTfRYY69pr9nteH1C7yxx8DGpk6um57PzOwUllVljPvO6fu8b0EhWrWU9l4/rx1qIy1pdEz6rH7e3KfnvgWFZCdPHP8znd8Igqe9x8cbRzuQyQWEiISHlxVPGGeVUsoNF2Szp6ufapM1hh6JRkX9W9kktYbJjmt3htl+wEJX0EF8vDgxyxXittkpap5YVsb3P6pn3Qk9ElmUH10/jccuLSEjVcmtk8BTRywtXsWji0s5cMoKMoGK5HiOGKzsaBjg4YUlSCQShmxBfrqpBbcgRtpTs8/+jJxunU43ASGKWiplf4clNgarLirhZ980MegLkBOvjgnHjFicXIY9HCFBIebuP6o2YQiI8Mvrzs/lqeWV/NfHzRxxiC3l5xckMSU1ASEwWkxdf9jADtMgAHNLU7l1TgG3/eEwQ4EQhSlaHl5cwt5jZnZaB7hrTgErp2Tz9VHx+xcUJbO0IoO175zEzEihXhJL6XSY/yWA8q0WjQrEy9WAi6JUHVEBdrb28kFNB8WJCczOT+HJ5WWcNKZhHAzwUU0XGToNgx4f88pTYk57xByeKG/tN7KxoYMLC9M4oreQlyFnbkEWv93exZ3zc/CHwvRYgvQLYXwzo9w9twCNUoLVFeKDmnZyM2Q8vrQMrQqarf28fUSM3uNUcp66VFwij30JU3Tw3GWVBIIC2w7Z+bqznZQkCWsWlHHHMPzuTEW7EXt7n55NTXoAphWpY3nys1lGgvhyHmp0cqrVg9Pbzd0LcinJHR8N3jW3INYxeTYLRwRszggf1LTTYrPxiy+bWb/qwrNuk5uq5snlEyGPCrmEp68opsVs40CnhftfO84rd836H6ePmvVuPmvs5b4FoxG5TiPhsUuLKM1X0GMOcqrPys7mQcoyz1w86zb6sNhCPLKikIo89bgxWXfYwF8PtaNUSnh25WjDl9sjdt1qNZOLro88CxZXgNIcDfp+H++f0pOUMD6lEokKNOldvLq/jSG/nwVlo0ik3dU2drT08ty15eM0VmFU73esaTVSWr023jzWyfXT85iWnsRV54zvW5DLxW0Uwz8zElXMSk3hlS87WLOiBFlUSnycfMIkIwiwqbaHT5qNPLaojGsUOcT5lfxoQxNrryjDMOCl3y9G1fPLUlm9qBSXJ8z+ExaOW2w8sKh40glzxEaUQv3RKJk6FdPSEgmHo+zvtDDoC6CVyeh1+fnBxjr+eOcoRt4zTKngHBZCWb28jM8b+zH7Axxvt/P9wTrS01RUpsTTYnURjcC6kwa21fXx5v0XMKskmaeuKqfZ6qR+0MkFRSlkJqn5+S3n8rs9bfzo2mnoFAr+eLAdg9+HvTbE2uUVzJiSxIkjdpzOEH/+soMuj5iCnluSyj1zi1i/uzt2n/637Z/O4SMI2IeXZHqrlwSdlGevKsLosnOg00KXAxr67JyXmU53v5Hz8pM5YbRxSVk6mkAc2xsNXH5uVuyhSE2Q8viKIiryFSyfNppD/9NXXbxT3Y5GLXC43UrNMFf8lCINaxaVxopwKfGjmqRf11rZUT/A9TPySNWpuHPu2R2mQg4N1kG2tYiO+8UxOp/fFr0WxydSFB9HSqKc5adFNt9m22p7+MZk4hsTZCQrJyyDv2vk3Gby8l+bW0lQK7ioOIWfXDftW7c53SJRAX8gik4jIyNBxe9vn8nTH57imNHKxydMPDHJ5DDWLLYQcVoZatVoOkkQBP62R8/Hjd3EaUcjcolEQkmWJoYdL8xSfeuk9snJHtbXdJGeqpiwwrlnfgF2d5BQJBJrm49GBb48PMTR3kFeuL5i0vSPzx9BpZSSFi8WtAccAbLT1Nx+0fhI2uEK8+cd3ezvtIzDtAMcMg3wYYOe3CwVTywf5Qw6XG/jk+Mmnr22nMzEUSeqVEh5/LJSstKU9FsDNJjtfNNmZkreqFLY4yvKkEgk9PQH6Oj1UJylZXNtDxuaDGg1MlIDWvqkblYtLSFRoyAYjKJRy+i3+4lPkPH4klLum1dMokbBDz5o4L1aPTmZKgLBKL1BL7kJan58zXRSdEqONdj45Z5mOtwe9rYMMq8ijccvLZ90vB5dUYZSKeW43sqpPgc/39iMLEHCi1dW0eP3clhvJUEq52CXlTf3d/HMcNdzDPA57Fizk9Wsf3gO3/u0np4BH19YB6Ab1i4t43plLrMyk7jnraPYwyF+9mUTH62ZS26qlncevnBc7WJ2RQrvVlwYe9a0UtHNWvxBPjlh4vEV5RzrHKLe7MLnj3DrrHwyU9QxNF2SXIkl9P+GS+efDocfFQTipOJDUZgi5vDT4lRcO6WAZJWKG2fmcdPsfL5q7uWTum7KUuOZkZnM9y6v4osOPY0WkdN8xKRSCcWZYoRcmi6ifnoGggzYAtx/UTEOd5iafhvn56fwyMJScpXx/G5He+wFH4sbfv1IO11OJwMuPy9eWTmhCxLEqHjXMRs/3dKC3Rfi0eVFXD0lj4qUBNIVGv6w8+xY8BHrDznodrk5YbKzs3Fgwud2Zxiff3KKuccvK+HqqXlUpiYyv0QsHHb1e/nJxuZvxYiPtd0dfezp7WVnZz8LKjLGtaNHogIN3S7+uOvs13Oq1cn33m+ke1CMgvLTNPzl3vN54bIq7px75lQCgNsb4ctDQ/z31pZxx5BIJDyxsoRnllVO6tC/PGTh11vbJ4Vynm5rryjl+UsnFxVJUClxO6P8ZX8nG6pFTL5UKqHDb+PDBn3s/8aaeSjIO1t7+a8to+ecmajiiWVlE84lKV7O45eV8NyKSn5180y0chk+vxi13rewiBVF2ZgG/eOufWdbPxuaDGw80TPh2P1mPwOWAKlRFRcWpLBi+vhAITVORaJWzuedvWyt70EqlfDctRU8u7ySK6ZmY4i4+PPBDjZUGzlUa+XFdfX0Dvl4bXcXbx3tRi6RkaJTIpNKePaaCh5ZWMqANcCKqZlMS0+gx+nn46Mi5v/9IwY63B7yEzW02t28ebR70vECSNYomJmURKJESUViHEORACf77Px5bwev3H0+d8wqiCFxDrZaYuMRPyyUlKAUUzoeb5g+UwCJAL0BP7kqNbNyk1hRlcXyokyaGlyjDnPMIiZBreCaKblYrQFefLcW/aCYigkEIjhcIdzDgibpWiXGAS/hiEBBnJifN3h9pCYqufmcfHTD5ziS0vmXAMp3sagEV0h0Snrr6IB9WNONLRCgz+VHLZNxbnoyFxaK3Ns1AzZ2twxy23lF/G5fE4lKBeZhQYrJ7KuWXra1GllZmodWI+OheaWsXlyMNCLjJ5+28GlzN0JU4MlLx3Oj/+zGafxkaxOX5OTw44+befKKUkz9AbbV97J6WfEw5hu+aunjw/ouUhNF+GV5ro4tTSZeP9hFo8U+Lp8O4iTRavLwTWc/t84Ri6sPLipGkArIpBNTL4FglB1HrNRah7j0nEx2Nw/yyPLi2NI/K0lFWY6OLY0m9ndamJ6fyHuHDbxxtIOkePlZo2pBEHB7IsTpZNx2YQH+cARBYBwkEcDpjvDqjm62dRhQyEevx2j28c4BPQ8tLiYjUcU+wyCbWg1UNGh4JGM0/XU2oRCrPYRWI0OrlmKKOnizupOs9PGrkoJ0DY8vm3gdkajAxycN7DL1k54un8CCeLplJIxnljxcb+PrjgEeXiYWWh+7rISyZu1wF6+AEBV4cFExiXGTF5M7Bzy839RJt9dNavJEbqCxFo4IlOfpqCwQr2PbngF2dQ7wvRsryU1RU1Gg44972ynN0/LwwlKCwSi3zM7DGwjTN+SbQDb39j49HzYYmJGZRM2AfVKe+7vnF6EZLrZGIgKnGh00tDupbXHw2BWlZKSJSJ/Xv+lic7uJqlodDy0pRqeVcefF4gTd0OlgW0MfLm+IdScN6NQyLixJocHsJBwWg5DHV5YRFy/D7glRnhxHj8PP4or0M47DjtYB9vSaAcjVqMlJUPP4EnFFEAoI9AT8xMtkHO+x8+dv2nn5iqm4I+NTOjZHiD/vbueozUZ2vJoLC1PZWN/Db7e10dznpCRdh4coxalafnbDubHj640e/vpJF3u8g/R7/GSkqVhWnsnvPm8jPU3FD6+byjvH9KjDMtadMOD1RbC5gqRrFZi9ITzeML96q4UOlZtf3zmTeKmMwQgUpWonXuw/aP90Dl8QBHQyOYSgMEVs/jBafBSn6pDK4MfXTGXHYSt/OtBKp8vJhaXJ3D27iHaTj4S4IBZfgE11vRSlx/HkilGHHY0K+INRVEopMzOTmVeSRny8lI9O6XlpZVVMTen5a0pRKKO0GLzsrx/ii/oBHr20hOxkNWWZ8bz9wAX8ZGML75zoJDdTSZcpwAd1XfjDIdIT1dxxcQHPXVNKcf5oOuGOiwtQKCRckJfKEYNlnKPw+SN8fmCIPx9toc3hRCaVxFYVL6wcTzEcCkVp7Haxz2DG4g7y7skuGgbsnOi1kp6iGOdERwqHI8dataSY+Dh57KUdMcOglzf36lm1VMyzthg8/OmrTh5dUUJVYRzPrKgkEhGQncYKmRgn4/FLi5nSphl3Pe/s1/PakQ50GilPXlrB3fMK0agmFmabm5txOp3MmTMexeHxRdh+wEyLx86TV5Rx/4IikuK/O1JHiIJOO/Ja/H2wuGhUYEO1kU+ajaKDu6CI8rw4yvNEh7zjsJkvm/t44YbKMzryY31DdHvdLKpIj/GpAxMavYLBKJt299HgdLD2CjH6b3Da+LTFSNUJHddNy+Pm2fnE60av/VSbg7f2dhMWonxl6Cc3fbxm79rLy8jNVnNJcRr7uyyTjlmKTsmMlGT++5NmnryijC9b+tneJWrJzupKij1DDywqJmF4UktUK5gen8CfvuzgscvKeGNPN5+0mLj/oiIuSU9nyBHkgaXFKBVSAqEog84Axdk6VHIZW5r1zM5NpsXmYneLmYrsiWL0Td2izsL0zAS8vgidTg/44LOTvXy4x8iNF+QSp5XxeU0/rkiExr7ThUWGIc4qKbJhpss+lx+NSsoLl1WxrboHY9BH0B7lhnNyyUpRk6wdnSjVKhkHnGb6A37yEtXcPb+IH7/XyK7eQegFnVZGYZyWdKkKpxBCQOCQRSwEFyRruHZWLquPH6ffHuCHm+tjEoft/yrafrsJgCskLtlGcPhv79ezocbIdVV5vPONEaTQ6XKyuDKdKYnJ/Op4C+0OJ48sLOXRRaUEAsIEx3ai1cG6A0bWLC9m66l+DnRaWDWvZJz2qSAIGPp8dFrdVJusDIW8HDVYyUxTxqJJiUTC45eVkJmmIFcRR7fUxwMXFWPsD/DOMX0seh+bDx6BGRoGvTjd4ZgTABFFtLd7gDaHk4UVE+kDANpMbt7Yq+e2C/P569fdfNZpYu1SkU5hcWUGO4YJycba2Dx9bYeTna393LtgIuTwvcMG3qzuJCFexlOXVrCjrZ+tHUYq2rRUFZbhcIX58qCZ7pCTBxePNoJJpRIqC+Ji0emIPbikCK1Wyl3zCmPnMTsjhdd2d/LQkpLY9k6nk2uvvZaamhrS00cjP41KijHq5J0TXShVEiyWEI9ddnYKhrEml0v4t5uqSPpShrHPN04haayFw9FxNLgj1/TcNRWUFmpJCav5yceNfO/mKtKHqT6O9ln4uNlI2QndpIimSETg9osKUMhHO4O37x/gm65BXri+MnYNg0MBlHIpdXYb754S8+APLyzloSUlJCUouPqcHL7cP0iT286z14xud6TPwuf6Xh5dWMqMqkqWl2eOu46cVA1rFpby0Re99NjHi+1EowLHGm3s7R7kRKuDQ4MW0jNVvHh9JXlHxOsb+wyNfX7CEYHdnYNsaDYRr5Xx1FXlFOZpyVdo+MZrZt8pM4XZWiIhePNIN/FqOU+vrOTq87I4prdyUWYKKqX0jLWoPd2D7B+wAHD7zAKqXHF02rzY3EE2NvbiCYSRChL+44Zp/GlvO7lxGqyeIHHDbJkj6Z6EeAUvX1/Fkx+dotXmplXvJk6p4N+uncra92vo9/j5ps7MEEFC0SgvXyFi8XOzNSycnsb640aWTckkLV7F2ivLyTmhRq2WceCkmWqrndIEHR1OD08sKeOBxCI+P9GPweZjR/MAc6eksbG+h6nZiTR3iBPS/7mirUQiSQE+BIqAbuBmQRBsp31nJvAqkIBI+PufgiB8+I8c96znRJQ4qQJzxBfD4T+0qAidWsqeU0Ocslu5Y05+rCP2b9900e5wkq5Rc+nULOKVCjad6pkQUe3TD7KpzUBFiYanryoj/msJ3SY/N18tplA8vgj7a6z8bl8LjUNi1+73rpjCVw0DE2BrKToll0/N5qHXj9Nid/Liyipum1PIzJb4s0aif9nVxfqabk6ZbDFGvsR4OS/fUM6UGm2MSOx023iyh/dru8lMU/Dk5aVMbdVxTrooxTZCTHUmC4WjvPFNN5vaxKh1WmIyX7X08+SVYlT5wOJitBoZd84VHfQdFxegHLMykMslnDAP8UG9nsT4yekQDtba+LqjnzUrSslMVPPUpSKixeuLoFJKWH/YyMYWI0kJoymOOXPmcPfdd7Nq1So2btwYQ51IpRJWLSkhOUGB1RlkU5uR4gINa3MnSg+eydLiVciQsrFRT36GhlULSsZE/VDf6eC13d2svaKMkuzxWOmsZDWPLC7jN1+2sqndxJSTcbFzXrOilLQU5aT3+ESTjXcOGnj2mvJxY3S4d4gPGwxkZ6h48tIKAsEoXx0YpMFl58EVxeRlj66QxjrZAbmX92oNFOZqufOCQtQqGXdcXIhSIa6WJCHYvLsfEwYeuXS0PqBQSDHh5oMGA4V5GhICCt6rN/LTm6ax/pCBLR09TB+WAJRJIT1Bdda0l8cbJhQWeOLKMpoNLjZX93L17FyeWF7Of29tptPjYdEwz1EgEEEmBYlDytW/3s+UnHhO9dvx+iK0OlxnlFK8b2ExISFKS7eLlk4nllAQvc/L4mkZvHBpJf1Dft6u1nNswMq0tEQ+PGWkJFsXE0DxhKP09PvYvqefAaWP8tQ4Wm1uOt0ejh2yER+n4NmLK/jzYVEYHgE+r+tn9aIyZBEJHl+EMmUCFxakcNe8IgDKcuN4KVckd9t2VFRps/qDPLa4jHvniYGPsddHn8HPx8dMvHrP+VTmi+//7sMDWEJBys+CDvuf2j8a4b8I7BIE4b8kEsmLw3+/cNp3vMDdgiC0SSSSHOC4RCL5UhAE+z947ElNAFzDmpD6IXFJlJmk5r65xXx0SCxUtQy4+M/rxRzcg4uKqesTG7H2tlk4eMrGIcsgglSIVfMB7plfFGsUSVDJSU1U8u4JPTNb4/F40/mo2ojFGaRxyMHCilHExGRiEYIg8NONzbTYnVxQkBxz1GU5ZbHPgZgTC4cFqpvsSGQCZYnxHNZbxwlVZCapz6qH+tCSYuLjZNw6p4D+QT9tXV5ONDrYZepHpZSeNU/sdIVZs7yY0kIxD/3Lza0iuiJLxIOnx49HgYw4Hac7jMsdJj5OzvPXVVCcr5nU0UWjAhtPGPm42UhayqjDstqDfL5vEJPg5sFlhbHjj7Uf//jHzJkzh7fffpt77713wjnoB70Y+3w43JOLo5zNHruslPRUJWqXgh9taOSlG0cRUl+19LO53URZg5bHsyefSMY+L05XiF1HzXQGXNxzSRGyqGQCNHJnxwCb2kyU1+h4dAz0cu0VZXiDIRo7XPQM+chN1dAv9/J+nYGiPC33XFSEUjERe3H/wmLidXIuq8pi484+usMuHr20jIcXlmIwe/nrzg5C0Sgf1plIT1WNp4IYXiksL8/kgder6fJ4+PXONv792ulU1cdx6fQs1u3XMzgUxOIKxGo/kYiAzR4kOUkZS+HtPjLIJzUmFEopAWWEbrs3RkswcpyRtI8tAHfOKeL2vxzG4PcSikY5Jz2RF66oZPupfhyeM4vc3HZuAQ8eqKYtKvbg5CdquO68HCqyE+gZ8rHpZA99Hj9RBNYsKOWm2fm8uqONYDiCTi5l/3EL7zZ1o/d7uX5aLmkqJRZ/kHklqWicMl5v6aLd7aEiJQ6JR4LJ7mNDtZE0v4qvu81IpAJHDNYJk1JTt4NMtZpBjx9bMASCQJxSzq7DA9jdQdQSKQPeAH/Y3RZT0HKEhwVQ/h9o2v6jKJ1rgLeHf38buPb0LwiC0CoIQtvw773AIDB59eV/wQRBIE4izmOFKaPRV32Hk8Aw7/XYxo4kjYLL8nKZlZ3EvKLUGIHS6RH+WMTNjkNmOozi0uyyqmzeP2JgfY2e0gItL62s4q4ZRfzus3aG3GdGtGhUIkLg4rLUiaReB8x8/4OGGJrA64/w3mED607oufz8TF5aWcXMzCT+c1PTWY8x9twfWSxGcVsbetnUZqTX5+Hh+SVnXVF4fRG27zez7qAx1mn79FXlPH9pJTcMs21OZoIg8MWBAX78ceOkaKVIROBUq53f72zD7gvx3HUV4xgIATRqGS0eB38+2MG+TguPLhmNQsPhKH2DfmQyBevWreO5556ju7t7wnmk6pRolXLeONLFhmojp9rsPPNmLT1DExkdJ2wbp+KRxWWYJT42NBnHIUTuXVDMfRcWYez3MeicfPzHXnNUgD1dZv6wt51Xdnbw0rp6mg3jX+YHF5fw0soqbrto4mowN13DV4Z+ttaJkeL9C4t5aWUVK6dk88lXffx0UzN9Vh9OVyi2XZfeg6nPh1Ihpc3n5PWjXbFr+PCokXU1BuJ0igmatOGIgE4uQlWLs3X88rYZLCxP59+unorXG6Kt04M8KiHoi/L+KQMfHjNiGPTyk08aqWu3s2lXL7/aPoowavO7+KbfzA7DAHOrUllcmR6jJUjRKVlSks6rX7VzqMnCD96vw+4N8Js7ZzK/JI2iRC11Zge/2N5Cv9nPK3s7zojUyUhTIcSLgZJCIsHo8PFZTT8APl+YQrUWtVTKgCdAgkZkyxyRNnQFwzQHnej9Xi4uSWHA7McSCHJBQTL/ff25tLpcNNldKJHQanVzzXk5see11ediW1cvXS4vjy4snfA+vXfIwEHzEGql+L7vrB2kxeDig2NGjlpt+IUoaWolaSrlKJpq2CufSVzmH7F/NMLPFAShb/j3fuCsgG+JRDIHUAIdZ/h8FbAKoKDg7JC7Mx4DYh17Y1E61eYhrFHx5TSbA/z31mYeWlJCslZBk93ByT47z39Uy8yipGG+7KIzHuNr4wBb23t5OLOEfUdtSOWwZkEp988XkS4vvVfP+7V6Ggft/OW+2RMcukQi4fs3VlF8SEuuQsvvvmrlrjFqSwdMZtbX6CnI0QxHqh6C0QirLymNLQdffq+e92r1JCcqeGQSbvbJzOMNc8OsPE4abRzWW1kqzTxr1KtRS+nBxbunusjLVrGoKJ0tdX0UqHT8YlMrL95QOen2EokEfdjNx81Gyqt1E1YQTneY13Z381l3D0qFlFWXlLDmtGvQqMVcb162esJLNGARo3+bxseDiyt5/vnnueeee1j/weekJKljDU1xOjkv31RFebWOm2bn89ddnXzSYqTopHZShE4gGCUaFdCoRxuixkahI5aiUxINwUf1RgqztbGIXBAE9p8cYk+3mUcuHZ3gkhIU/ODWKqYcj8PuCfG5vpcpbfFMKRwtQKqlMqbGJ7L+kJ47Lh4vKjKCjLlmRi6CIMQmk0AwSpPbzroaPXZPkKAvyks3VpGdouHTmh7W1ejJyVTz5JXl5GaJ4+jxhrl7fiFqlUiCNgI2GLG9x81srunlzgUF7GgaYNXSEv5t5VT+/HknKo2ET9tMFNVoeOLycrIyNNx2YQGvftXBG8e6UKukhBQCr+3vJDFeTL/dflEB/lAEjUbGPaeR+Z1qtfP0h6fo9HhosrjYb7QwvTuRa6fmcrEmlRqvyCFfM+Bg1dwSZp+TMmFyApGmQqOR8+iCMl7aVodfiJITp+ayczIRBIGfb26m1uME4OKiFK6dkRt7ThEEkEpidbFsjYYasx2Ac3OTqG92YrYHYvl3AKlMEntei7U6UpQK6gcdLJuWMeF9mJOXzLaGPsz+IPFKOc1WF3u7zTx1RRnqPRJ63H48lhAbanvISdfw1PJKEqRyzJEgpWn/P6B0JBLJTiBrko++N/YPQRAEieTMolwSiSQbeBe4RxCESQHggiD8FfgrwOzZs/9HFQtBENAhw8IoDj8aFQiaJaSqVSypSsPrEnj1QAcKuYQyVSJSuUBZQhztTjfttW5eGtPgJAgCobAQWzYfa7BR3SVW2OUKCXqvk/dOGVhZks3vP2/nySvLWXt5GXV9do6NEUo43VLjVKQGNPxmfyumgBe1arQBaMTRzcxM4nvv1yOTwxddfTxTOupgH19ZRla66qxt7W5vmH3Hh2j2OrhnfhHHax1sre/hB1dOYWezmTsvLiAaFQgMN8icbhKJZJzD++mGZj5uNjI7L5lqk43SQu0Z00FjURqnW1KCnCevKKWqJY5M1Dz/Th3PX19JRsJ453OmBq/0VCU2jY9X9reTGC/n6aefZtOmLTzz4k+puuJ21N1fcPGc81m0aNG4faxaWkJyouKMq5odBwfZ1THAC9dXoFMoiI+Tn/EcHrusjIxU1biIXBBgU00Pn7SYSE8dv93IfqyeIEm6iefgdIV4/4iRz/W9KBXj02wqiZQVxVns2mdGH3Gzerk4maiUUp6+uoL8HA0WR4DXGrqYWpvA6kWlrL1CdPK3DMN0H15Yiscb5tOdvbQHXDy8rHSCswc4OmBlc0cPRq+HE312Bq1+Ou0eagdFpzuWDXZk0nxoaQk6rYy75hUikUjG1Sk+2m7ii9YBfnfXTBJUctyeMHE60e180dRPp8fDvOJUfnzttJhU5hsfd/FOix7XcOC2sCKd1UsnFt4/29PLfqOFl26cQopOicHjxS9EiVPI6HX7+e3mNvIytaiG9TCmZybgNUf4/ZdtPHd1FTqpVCzaymU8tryc5DglLl+IDpeHHJWar+sG8VeG2d07yENziwicjGLy+TjUNhRbufYLfqzBEJeUpXFeVhJ/2tXObRcVoFPIkckk7O2wYguHiFPIcAXDFCRpWDolg/ZWNyc7HZhCPs7LTYIeONplxeoJxjRtO8z/P+DwBUFYdqbPJBLJgEQiyRYEoW/YoQ+e4XsJwGfA9wRBOPw/PtvvYFKJBPdI44JVnJF3HhlkfWMXjkiIQW+QH189jan18QhmKb9pa6HL4+b8vCQemF5MnGa8k6ptd/DGN3qevLIUiy3Ej7Y30OnyMLc4lQcuKWHIGkDf46XT5mZ7Zx+5WWoeXljKmw/N5k87OxhyBemz+shOGc8PHgxG+aKtD1PAy9zSVG6anc+hmiG2NvTx9FVi4e4/Pm1ifY2eNQtKJyy9s5PV43LnAF39Ht74potHVpSSnaIRj9Hcz+YOE1q1DF8gwpaOHqZ2xrN2eNtDtVbeP2LguWsryE+fGFGMdXhrrygjP1fDlTOzYx3H7T1u/rKzk8dXllGQoZ10u9NNIpFQnh9PT3+Af/+qgQ6XW0SufAf6BxC7Qh9cXEziMNxSJpPx5ltvMeO82eyT5zDN10bI72HRokVnvJbJrN5p59M2E+ovpbidEZ67tmLcNY219ATVuFw7iGnAF66vpOxk3Lh7dbLZxjsHDDx7bQWZSWqun55Honq8RnFmuooXrq/g3KaECZPBgVNDbKrpQaGSsLm1l9RkUfVKJpOMm0jSEkehvOkJqgmrJpVSSrvfxVsnujncaeUPt8+kPH98jemeeYV4fGGkCphZmExfn4/aQQdZOjW3XJw/rnluxDISxILyiMXQOeEoW7p7MPi9/GJ3C4+cV8aH1UZeuKGSvDQtd8wrYMDqJz5OTrJWvI5IRGD3gDnm7OcUJPObW2aSoFYQjQrjUq2nhuxsaDIR2SCQkaJmcUU6lYn9tDhczCtJxeeL8PqxLipT4lm7tAzLUJD1pwzU1DgoytHhiQ6ndEIR8X4uKeO/320mQ6NCLpXQ6faQaVNxVVk2dkeYgjgtJp+PhgFnLJC7aXY+HUY3Go2Mt/bo2d07iM0VpKPbTVqqivuXFdHtdnPMZCNDo8Jg9/GfHzXRZBOLywvL07m8OJP2PjeHOsXaHIJ4jcL/A1HbfzSlswW4B/iv4Z+bT/+CRCJRAp8C7wiC8PE/eLxvtUhUQCeVMxQNUJgq5vB3dwziiIRI0ii4JCedX29p45lryvnzV510edwkKRQcN9m5uDx1nMg1wK72ATZ3mCg6pabT6KPB4iAnXs2/Xy+2gGtlUnLS1ew6NTBOVUkrl2Mxh9jW1cP+piH+dv/55KSOOn2FQkJethoG4IKiFBGC19zPe7V6fIEw2elqbp2XR0qiglsv/G4c8+/s1/PuKT2NZiev3T+blCQlL99cydRTow5Io5KNcygHTGa2dPTQ/5GXV+85f9Kob8Ty07WxiWKkMPXrz1rY0GREFy/jR9f/fdQJR/otdLjczC9N44pp2X/XtmOddygUIicnnznXPsGhbb9iaMlNNDS3/l37g9EVwJAjwPunDPRv8PLq3edP4KIB8PrCaNSyCXnWjET1hKawL1sH+LTNROkpHQuL0nnliw6euLJsXEpHIpFQmKljdWYpgUAEqz1IStKwRq3bwef6PhFKW1rFVdNz+PiLHtoCzhjC5rvQXcjlUp64opxDXRaabU421vbwQn7VOJCAEBRTnl8Y+3lpZRXXzMqm5l07vW7/GVEyk5kgCHxzbJDAsGLV9NxEjg4OsbWrl6n1CdwwPY+d3wxS1+eg3ekmN0NMX8pkEn539wz+bUsD5alxPLWyknilnI+/MHHKauO56ypJjVPh90e4IDeZVpsLhyfExuYeunvcFMZrWTIjgxtn5PHCu7UAtFhdXK/M5YEFuXT3evArIiybmskvtjePnCwA1Y1WPmg14ibMnKJkCjK1LMxK5+1jekwhH5eVZjJblcSMwuTYO9Ta7uKk3o4p5OPu8wu5SpvN3uZBWu0e6Ieygjh+f/ssNhw3kRhRsLHJRKfNgyUQpCBZQ45Ww5eNAzijYWbnJ3HT7Hw+2mnAHA1Slva/z5b5jxZt/wtYLpFI2oBlw38jkUhmSySSvw1/52ZgAXCvRCI5Nfxv5j943DOaVCLBM7wk6rZ4EASBKcnxJMkV2H0hvtYPsKWjh/cPGRAcEvISNZwbK+JOLJLcu6CYFy+rImiB+kE7FSlx9Lr87BimK6jvdNHd6+X+i4rHcZnotHLWXl7KnIIUGoccbB4uuIHIi+10h5mSkMi01ESumiE6u7VXlPH00gr8wSiv7O/g91vbY63y38XuX1jE9PREjvfYYsWtjAQV5Zp4fv9ZO0CskBgKRbE7Qty/sJhZWUkcNdr44MjkBbHTLRyOxvKnquFilFz29xeY7r2kiHsuKETul/DLLa3fiTJiMvvb3/7GebOmc+vCCpJSsmipPcqxmoa/ez8jTnP10jJmZSdxzGjj3YN6Bsz+cZho81CADV/28vNtLd/pnFctFVMht19UwJ5uM9uNfezumHQxDMDhOis/+KAB4/CS/u55RTy3vJJbZxfw8MJSUuNV7NL387ejXfxtb+fffY3nFYjqUcph0Zbt+/p5eX0dVk+QzHQ1z1xdwQuXiSvKz0/10+v2MyMrEUOfF/MZitSnWygssLm2D6PPx8LydO6YXUCBSpQNXDEtE7VKSq3dTrvTTX6ihmVTM/F4w7QYXGw92ccrd57Pv994jkgLLZWwWz/ABw1G/rxLLP853WG2nerjQOcQU8sTeP7SStzBMF+ZBnB7QxRlja7M5hQlc8N5eUQCAh53hOM9drac6kEnE91fvFKMew+YLLgJk5+kYXluJqqAjI8aTJhCPuaVpGJ3hKg22TnQZInt+6TVhinkY2FFOvdfUoxUkNBq93BhYQprl5ZzzYxc3t2kZ1t1LwcNFmoGHCw5N52pqfGEfQLv1xgYDIk9DxeXp5GiU46yZVr+j1ErCIIwBCyd5P+rgQeHf18HrPtHjvP3WFQQ0CFniCBFaTox0mg3Yw+HyIpT8cxllSzotnJhdgqrjpxgMOonI0HFiysn50NJ0ijIiWp4tbkeRyTEOZnxLChLY/mwTNp7xwzsGzQzpTx+tCnIFSIUFijPj+fP95w/jlhJEAS+3D/A0YEhEpMVNAw5+LJugHaVlzqHnQcWFROeE6XycBwtXW7+sLeduNPk/ARB4GiD2ML/4JKSWASan67lndVzJohQfNHcz0eNRrIzR+F3xxrtvHdYzzPXVPDK3efxUbVxAkJkMhMEgU27ejncO8TLN0/h0eVlpMQrv9O2E+5VQGCgP8A3PWJL/NTq+P8R++WaNWsoLS3l+eefJ1cjp7G5DqMA7QNOyjIndmZ+m6XolLxylzgmxRodP/mkiRdvqIylvHRaGe1+J++e0o/rDTjb/u6bK3aSXlaVRX2bA/tZoKInh2x81t3LOQ1iPj5ZqyAzpObXW1pj8NCsdDUYGGkS/VZr6nby5t5unri8jOeurqIoRxd7Rg72DPF+vZGifLHAXp4fT3l+PIFglLSIinMzEilM0rH+lIGsNDWPLztzT4PXG6bX6uPVHZ3cMj+PitI4pqUksv6gga5eD/sMopj8wwtLef6GKgzvejjea+ezU30ke1S83dBFu0tMkVyUlcp+k4U75xZSmKcFAyiUUr480M/hXgsPX17Cud1J3HxBPlG/wIYDIg/Pcb2Nl9bVk56iAjvMKU7F2OPl15+34lWHRaA4ErzDhdoRtM79i0qIj1Ng1wf5/cH2WFppcWU6/3H1Oaz641EAmq2uWErn3gXF6LTyWF3je7dMZerJhNjfXx8d4K3WLrxESUxW8MKllVxUmMrBxiF6/aKjv7AslavOyx3jI0ZG8/9eSuf/nEkkEtyIN6rb4iESAeWwqni/O8BHB4yEgwKLitI5JzeBXUY/dnuISyuy8PnD/Hh7Ow8uLiZ3TPrlYO8QjkiIgiQNSRI1e9vNseVtRqr4wqrVUhq7HLyz38DUlHiqe+18/5YpMX3QsefXFnDxSYuJi0tSWLu0jKvPzeGXm1rZ3NFDQpzo3J+8tAKzM8DMk4kTcrqRKLx/2MCm9h4OtA/xxkMXxLo5T1/aSyQSnr+ukpIC8QU/1mhjS20PKrWUbV29TGuKZ83iMtauGJ/KOtv4ftXZz1f6AdK/UfHCFVUTctnf1Zr1bsKCwH0XF5GgFTtEBy0B0lOVfzckbcWKFSxdupT169fz4JonCPscvPTeITY8dWnsO25PGIVCikr57Qvb7BQNa1dU8Ny7NXzW3UvxCQ3PXipSVWg1cp66qmJc09PZrEXv4g9ftPP4ZWVkJKrQKuW8drCTtMTJ0zB3zy/CH4rQbnSjH3CTl6aj2etkQ5ORsmHU05OXV5CTruHmC779+NGowC82N7O7z0xSsoKXr5oy7rgjhd+x1/L1kUG21vciSAVqBx0smJbGU7nl3HFx4RmPM2D288W+frb29FLdYyMvW8PNM/L4z0+b+NzQz6MLS5k9bTQdkqxRcF15Hgq5lHOzE/j55620u9zML0njsqosfvlpC58bxF6RPImWc9ITuf68XP68vZOPm01kZWhidZ+6PjuzChOJH5JhdYT4yGzkwbnFrC0sY2pyIt/fVk+DRUTqLK5M5565RfxpVxsgamgADFkD1DTYabQ4cQlhClM0XDsrj3vmFiEJgSUkZg5yEkaRY2PfN32/h59saCQjbbQz+0ifFe8wL+fUrATkg1J+XNNIh8fDOZkJJKLE5QxzQaaOt/Z2ce+CYhJlcizRIKVp//tsmf90Dl+IRtEhxzoc4SsUUl6+vorSEzr8wQgHW4ZotrpoGHDyi9vOIfhllH0dFr5o7sM04GP9KQOhaIT/uPkcQCzEPX9dJcX5Wq6flYfVHmR3xyg87NIpWRxpt3JpVSafVvfyQYOBi4tSONRtpfJYHHdcUEhSwmiBLhSKEueRkyRXcKhTFBzPT9fy8k1VTKkZ32mbftpkEQ5HsTlCpCYref66Slped1JndvD2wS6evWw8b85YG6HZBfh1TSvravQszs3gosIUVkyfDIB1divM04F+VCDDH4iw6/AgDS4HDy4W6Q+CoSiCwFmd64EeCztNA7wwvYo1i0rZf8LCe0eMvHB9BYWZ356/PL1BTSaTcffddzP1ouXc9diz/Pim2bHvBoJRtuzuo8Fl55lrJsJJjzfa2NEuwhDHfqYYph04ffr5e8RVPjiuZ1tXLzm1al6+agrfv2UKldVxZ5wsUnRKJIKEjxtMOBwhMlJU3L+8mPRU1ThH812L3FKpBMnwvYoMO59oVGDQEiA5afL8/+fNfWxs62FGZiJrl5Zx10VFSMOSCcXmsRank9Pqd1HdY6MwRcuiinR2HBxEGy/n0UWlzEpL5sv6foIzxHMQgKNGK4cNViLfCDRancwvTeP3t88iWavg6asqqGpOIN4n5836btocbrbW9vLiDVWUnYgbt2p+/etuNnX0kqFRMegLsKAsjVJlHIcNQ5gGfDRYnExJj0Mpk8WkTOPkcuzhMPHDbJnvHtTzuaGfVLWC8wuS+PlNM8hP0mIZCnDghIXgMLHbkqr00dW8O4TfHyUjTcUfvmpnV88g9EBBtpY1i0pZtawUQQoymYTMiJo/1bQzGA0wrzSVh+eU8OMtjewfsHBSb6fN6UanleMaLiaPgE7+N+2fjh5ZIpXiYTSHD1CYqeP5lVW4XGGarS4ytCqabE72dQ7xu9tn8dLKKm44L49B+3B+8rRRGXkh0hNUVBaIEfHIDf+yvp+T/Xa+90kDt8zL44VLK/mPG87hpZVVZMs1/NsH9egHPAyY/USjIomYVRHAHg6NK/KOdMuO7NfmCI5rpAGoa3fwbx/U025yk5OqYUZ+EiAuAXcdGeR779V9a075ySvLeXppOUnxCg7rrZNSJx9tsPKjj+rPuK81S0TU0H3zigGxkeqr1gFe2T/aGPPFvn5eWld31sawR1aI+xnhYDkxZONzfS/bm/rPeg0jtuPQIC+8M/EYsyuyafpqPaUZyfQO+IlEBJQKCZ0hF+trDROad6JRgXcP6mPUvmPt2asrxWsdFvb+NhMEActQgEBgtPbiD4iOYgRgcnojmtMV4pOvTPx6TMPSg4uLeXppBclJCtbXGmJpkLMV7w+cFJuXJhvzrGHFM81wvtrmCLF5Vy8//LAei2vi91+4vooLC1KoGXCgVcoJ+wQ+3dHDLz9vweIKcLBmiF9sax73jOi0ch5bWc6U5AT0Vi+H9EPoox4+bjARjcBvvmllQ7OJjSfF1ItGLWNhWTpTUxJYXCD+/P7lYspKIpFQlh/PQ5eUsKfNTJtjRNBbIgYwYxv5ojArO4l0tejsMzQq/u2qqTQ4HWzu6OWkyc4DFxdREh9PTb8j9sy7hzVtnUHxPbt8SjY6ZAz5Q5jdAZK1SmrbHDzzzin+fLID27BfSY0fjeD3VA/y+Gsn+N6HdchV4g0u0mnpNLpjKbtnLqvkvNRk3m8wMDjcC1SeEU91r40Oj4d8jQa3P8x9Fxdx0+x84of584v+FeF/u4kRvgIrIYpOq3InxIszuSQMM7MTWTFNbDx6YH4JNnuQ4UwQzQPO79yKf/+iYnY2DHCq3877h4z84Bqxi7B0YRy/3t7Cls5eEvbIGRgI8NDiEuZMT+HJKyvIzdKckW89GhX4Yt8gx81innzkO/tNQ2w39lN4SsdTWRU8e2UlBVlarjk3l+ffquWA2UJaunIct8npLfxp8SqeWF6B1ROkqnpy7p6/7O5kV88ASrWUlycRkD6dGEunlfO9W6Yw9eTo/vaYBtnY2kPeQTVPr5ica+X0yPLOuYWolGeWLBw53tdHBzk+aMXuCfFRk5GS45OTkdW3O3jt606eubqC8vx4Hrm0LBYlh8NRJBIJMplEJD27rpLyUxOj7u8SyYcjIu2xQiHF6Qqz7Zs+9BEPj18h0vOuXVlBRoqae+YX4fdHOFBjodbm4J5LxGa7SFRgr97C5o4edFoxpZcaJ1JWWD1BSvPPvBpoNTj5qNrE6uWlfNbYx3t1BnKyNaxZND7N9szwszKyn8QEBfv7zewbsCBRwc9uPnfc99PiVbw6pv6klcnolfl4/UCXGMl3uNjc0cu+Vguv3DWLvGH91exkNX+6axafNfbFekSyMtT0DIpR9rwSUQZw33EznzX2oYsX9WbdJ0IY/D621vVRlSuCKNzuELXtDnJy1dyWmU9qonLShshIRGBrTS9mf4AMnZJBT4CttX0EhifaTqeH+E45L11WxdTSibBXCdBucvHBUSPT0xM4YrZhsIrUCSdbbByyin03FxYmM6c0ddw5fHzKxBGHlSMnraxdWs6zyysx9nn5sN5IWYHIo9TYbOennzbRiYfMeBUDrgDxajn3zi8mGhVYv8+AjRANfQ6xaDtMDdM24Dzrc/c/sX86hz82wtcPeREEAYczxJF6Ky5XmJnZiZzqczDQF+Ctr7tJT1ZRkRjPtpN93L2wkN4vfFQb7WyoNvLAvGLqOxzsMw6NE/H2B0RFIolEQkaimsXTMmg/1MXX9YNMS0qkpt/GE1eUxwo6dk+IdScMGLZ5eTP7AnJSR2lpvb4IdkeQrAx1DGMslUrokbj5uMVEefUo+dYdFxcQCEaQW6X86vMWVi8v5epzcnhjTxeqmKLTqHNv6HLw2q4ukZ3wtBTJ2RxZUb4WekA+CUfLWHM4Q3y+px8DHh5aUjJufyPX0mP28dsvW7l7/reLe38X5xqJCHzW0Mem9h6eWFrG/RcWnZFj5XDfEF8Y+5nRkUR5/qjIdjQq8OnOHqoHrTx3nRhR5qZq/se1iB0H+tnRPsDLN00hWaekV+bjzWPdZGWKPRlZSaOEcDZHkE9P9bKtqxetRsa9FxdT3+YgJ0fF2qKyv3vCeWe/nnW1BpITlTx9dQVhojS0ORmcNZ7l8/T9yGUS3DIxwumyeWjRO/nb112svbKcvOEOT3lUwrVTc2Pj+uhlZWSkiROm79wwhvVeTvbZeXz9KV5/6ILY90py4ng8Z7Swe+3UXAJVEVISlNw1T+wi/uueLvYNmrnv4iJunp5Hbb8D/CAfRs6EIwIbd/byt1OdGPxeXlpZdcZx6B3y4VOHwQWSgPjceQNhnry8gmAkwt5OER3zo82NvHLPebHzjJfLsQ2ndDbV9LCpvYe7zyuEqARrJIh+wEOnXcwS5CaoWZiSwdFGK6/42nlkWJCmzy9G7AXJmphildUTpCRfrJkNWvxsPtCHUawUU5Sm5f75xVx9bi77j5jpNHjFps7QGCqF2I///QTMP53DF6IC2uEIvzBFi3koyF83dvJpj4mhgMhWd15BMt29HvY2m9F7vbGc+7SKeN59ZFSu7HCNlZe21GEMePGHwggRuOacXI6ctNIn88XoetcsK6Np0Mn+jiHequ6i1uwgI13No0vKYk0xJ7ptHDFYeWbDKf501/mxPPdHOwysrzfy81vPYVZJcuw6RhADp7f0P3lpBb/6vIW/HuhEoZDidod4+6SeVfNKuPC01vPtjf1sau+hpFbLnKw0Ntf08NTVFRM6Wk+3R5eXkZE8mi8+1Wbn/UMGnryqYpy2qFwu4aTVxkdNIpPl/XOL8foiJCYoePbKSrJT1TR3ufltXRsatew757xBfOHtDhGLPrbZRqWU8tKNVVSdimfllCz++5NmPjf0k6QbRcucaLLx3hEDDywrQi6fKAAjkUCtzT4OmfL3mCAIHDw1xB69mdXLS6m22NjY2kPFiXhWLyxl9fJSUpMnZ8VMTlTy0o1VTK8TI81ug4efb2mmLuhk7dKJqlbfZo+uLCc9XRXr7rTaguw0DVJ8RMczZ1hZjdgvb5vBf2xr5PtXTuVXG1v4vKuflFQlL10lsjzuP2Fhe3M/37tlCllJ6vGThk7Jr246l1VvH+dkv523D3ZNyprp8YbZvrefjqCbp66u4FS9ja9aB0hNVcAgyJHgdoZptrhixdRWg5PXv+kmKoli8HuZlZOEw3tmVNNfd3XQYHZRGq8jLAjghpN6O2sWy4hXKbAFQ6SqFDTbXXxa18Mz2eJ5uoZTOq5giPsXlRCnUzA1OZ5d9QP0BP20nXDzwLwiMvvVzMtM5b3jBgwBH9/0m0lPEutrf7xnJv/+WRN3nFfA+0cM3HbhaGez3RFi+75+NvX0EEJAJZXy/GVVnF+YwrEGK7/e10q3z8uKkgwaLE5eGK7DJUgVmCMhyjL+7+Hw/8+ZRCrBO5LDH/Kg08rYPTDAUCBISZqO9JCKoD+KXCJF7/VSkRhHolTB2qXlTEtN5M87OmKplt1dgxgDXuaXpuHyhHllfwcbT/XQ4nXy6oHRfG+KTsmvb57J9VPyKE7VMj8zjYEhP2ZngGhU5D755U0zODcjkUPdVta+fxKrJ4jdEWJ9vZE2p4vf72kbdx2n53lHTC4T6Q6uqcrm08Mmzs1J4rEFZTy8uGTC9+9fJJJsXZifwk93NPJ+vYFPjn871v70Y2+t6+XDRiO//byF3345ipfXaeW8eGNVrAv4SJ2V771Xj37QQ2aSmqdXVvLCtZU8u3xyKcGzWUOnne+/X0+rcSJjYGaSKDlZkKHl8cvFmkSpLo5ffS7mwLc39/Fxs4ndLeZJx1AikbD2yooJ3cs9Qz7+Y2MjfTb/6YccZ9EobDhu4q+HRenCC3JTmJqSwIJhOcgz3bsRy00V0SUpOiU5WWoK80de7NGJbe9xMz/5WCTQi0SEM/ZjZCerWbtc1MYNBCOYh899hChwMhspdpemx/HmfXMoTY8jfjjdaXUFeeGdWgbsftoCLrZ29fLRscmfGbVUTpZSRLMdGCMdONa0GhkmiZd3a0RJx687B/mgwUgoHGVGZiK3XJzPXYsKubAghe9dLqYvN54Un7eBoQDnZiSii8h5Zc+ZidOuOT+H83OSyNSq0Lu9pKtVVBttvHdYz8yMZM7LSSJXJQYq/uDEcREYLYLvbB6kJyiO4azcRO67uJi/3T2bQx1WDAEfGVoV915UGHtuKrIT+PlVM/j0YC+/+Kpl3DkqlVKOmoewhUKokBCIRtnVKPZfHO4botvnJT9RQ0+/jx6nnz2t4mf/EkD5O0yIRtEij+XwdVo5v7lrBr/a2cpLK6fw+lddfNxiojI5npvOzaVl0M0XnQPMqkxmy/FePm4xYfcEISzhwRVFpKcquWVOAYFglHi1nHsWFCOXSSjIHU/XG69SEPJH2drVxwV5ybxzXI/VHiRRp+CZa0QM9+9um8Wat4+zr93CR9VGbjo3j/+8fjo/+6qJZJmCIXfgrJ2uI5aiU9Lr9tMb8vNpUw/rVomCyftPWPissZdnrqkkLV4VczxP/e0UtYMiR/+1M3IZsgVJTf7ukeSjl5YRHyenodXBh3WmcdH62Kiv2mxlW3cv0xoTWOJL5y+7Oll7RTmP/Q9SJXv1Yjqmf6OPN1bNOSNJ25SiBIqzdDz3Ti1bO3uJ08lZs6KMtJTxAuQOZwi1WhZDDU2WKnn3QDd/O9qFWiXj2Ssmj46jUYHDtUMkJMp5fLHYWv+33Z00Wp18025man7ipNuNWCAQobrJznGzlTvnFpISp+Qnt0/nnOrEcaiTLXW9fNxsIjNdzbS4RD46buSF6yvJPQuhVkKcgqqSRGrqnLHi7Ol2qHaIj4+beO66SrKS1LQbXWyp72XV8hJKcnXoe72812igIE/LHRcX0tThol3vGhddB4eb9jLTVXzvhipe3lwfS4OePqbBYJQMQc2srCSWTc3Ekumn3e5GKoWaAQd/+bKDxn4XDUNOPqvpY+2KeB5YXIxKJaF/KMDeOgsPXlTM3JmpZwwaPj3Wy/FeO+ka8fxWnptFWrwKrUvOH2ra0PtEgXQArWp0XEZQOomqUeTRQ4uLOdhhod3pYdAS4L83NfOjW6dRXKhjz4CZQW+AbSf7uGJKDimVKYDI7fTE5WWc2z0eQq3VyMhIU0En4lwujDYoXjsjl08Omuh2eJmSFh/rDRAfAGLPwf+2/dM5fIlUipfxIsAzipJ5aVkVr33Zyb1Li+j2eKg22ZAiockmKl9VJsbTLnczLyOVuh4HTVYXxYW6UT4SHTx35Sj0ceTBjkYFDtVa2dU+QGGclgsLUnjhiiqOdllpN4qokIJcLasWlBCnlPHbW2eyq3OQZWWZbNnVS4/UR3GClo2NvZQXJJxVq3XEHM4QL6yo4o/721lRmMVL6+p49toKvmzt5/16IwV5OtYsKiUcEZDLJKy9spyiWi13zSuivsnBh8eMvHBD1Rl5Yk63FJ2SJ1dUsEllwuDyMSc/ZdLvjdU7/c1nLWxs7SEtXcXLwymCv8fuuLiAXXUDnBqY3JGMNbVaxrPXVpC8R4GxX6zbjP2+1xdhy+4+Wn1Onrq6YtLJIxSKct/CYlRKWUxtazKLRAQ+qjaxuaMnRrL34JISEhPOTMo2YoFglCFbkHUHu9luGNUiOH3yEQSYk5dCt9vDsqmZbDxqYktnL1Pq4ifw45xuSysyaR50csU5k1NV7Gof4JMWE6UndTyyuIyfb23hK8MAyODJZRX0DnnJz9ZyywXiKrckX8cr+zuYVp0YO8eaNgdvfN3JqqUldBk9zC5JYcHUtAnXH40KRKMC/fg52S9q5Da3uzikt3JBQTKPLymjs9tNw5CT/CQNV8wUz7mty02n3stDlxVTkqeLrbhd7jD9g34y01VIJBIiEXH/Dy0p5kCHBZPPx3l5SQR8UW5cmMffvu5C7/OikUrpcfpZXJnOVVOysTtCJCUq8IykdAJiRiAcjmJ3hVg+M4tgdS8Gr4+e9j7KDsZxaVUm+5vNmL0BLIEgv9/XxruVFxIKRXG4QnQbPbGO7BNNNvYazNw9v4jVS8rYVtuP2R9AJ5exqCSDUy021h3R4xtGclVmxqGSy7hy+J4lyhWYQ0HKM/6F0vlWE6KRYRx+KKZpC7C1vo+NrT1kpas5T5eEUetl9eJiTG4/N83O5yfvNbKtu5eyRB3tDg/zy9ImyP5NZqGwwEfHDGzu6GVGZiI1Aw5e/7KL4jwday4ro7xARK4M2YJs2tlHo89BdqaaOJ0co8THG0e7eHxxGc8XVn6n47UZXfzm81YiEfjv28/lD5+38X69gcJ8rciQmK3h5mEa3C27+ugKu1m9ojTWWHViyMZn+j7OaUxkdcbfl7tud3tocbj46fYm/nLveNrnQDBKxC+wakEJEokkhlmW/p2MCyPspCk6Ja8/NJsNx03fKR1UmKEj6I/yQYOR3AxNzDF6fRH8/gj6qJt3a/Tk5WgmTB5uT5gtu3vpDLnHqT9NZgqFlBeur6SydhQ5812KzdGowNZdvRwzW1l1WQnnGpLOeF1RAY4Yhqg22fi3jfX85PrpJMR9+4QCcKDLTM2Ag11NA1RkjSdG6+xzY3eHWLOgNIag0Q1TSQdDUU4023hrn56nry4nWatAEASuPTc31kk6Yod7LWw39lPWGYehx8vmjt5xDLMjVt1oY91BPZfOzKB1KI1lUzNZUJhGw4CDYwYbKoWMZ5dX0PGhh2a7i11NgxSl6DjUY2FrVy9TOuNj1N+BQIS/buxgu7Gf3901g2kFSXyxr4+dHYPcPr+AtBQlpj4fEgE+rDOSnqziptm5fHayl4FIgNkFSfzixhm8ur6Db8yDvPLAeeiGI/y4YYlDY6+Xl9+ppy7gYGq6GHWXp+j45JAJfYmbdqeHm2fkMeAL8G9Xiei1jbuNvHq4k7L0OHYaBklPVbH74CAnvXYEqcBTyyv5233n8/j7JzHYfXxe18fhk1bqgw4AFlWkY+rzc8pq592Den5y/XTs4WGUzqCb/237p3P4EokUz0iEbx0VupiWnMCMzESumpnFU+trGfAG2FDTw7qHLsRo9mJx+ylL0FGQpKXd4eH8wqTvVEBTKaWsmJrBiR4bOQlqLi5PRW/y8se97cQPUyJ4vGGsviDdETefNvdAMyRqFTx2WRmZw6iHMx2rWe/ky5Z+7ppXRKJawR+2t/N5l4hTP68miSevqiAvV8s103PYvd+M2SeiBmRSCSdtNj5qNJI6RklqbBR+ukWjAl8dHOBw7xBPDEMKx9odFxWwt8XMMaON9Yf0PLa0LIYsONls4+393Tx3bSUlOXE8eVkFmclq7l1Q/K1jCOKEEQ5HaTO6eH1PN09dVU5JdtxZlbxOt7VXVpCbreGWMZTRe44Nsr25n0euLB3XuDTWFHIJtXY7HzQYJ6g/AdS02vmqrZ8HFolF+pxUzXfWIABxEqttt7O+Rc/JfjslhbqzruTkMgmLKzLY2THAga6hGAb/u9gTl5eTnTHagRsMRTlaZ6XabMXmDvJxo4m1i0bv7XNXV5F3RMtNs/P45LiJbV29VDXEUdisY6/eTIFKi005vh9krFRiNCow9URCjGu/utHKAdMQq5eXsldvZktnL202N002Z+w6fn/7TJ76sJb9HRYuLE7hlqn5fGHqZ0FZOh9/2cOgPcDapWXcOqcAQRAYMAeQADt6B2h3ufnlrlaeX1zFr/e10uHx0GZzUW9xsqAsjScWlHNAb+HKqdkcqLYSlEYhIorbrzuoZ6/NTIfHw31vHhst2obEn4FAFLsvCFKYXpDINbNz+fiwCYPPR+KQgmeWVbC0LIPS7DhUwwJGf63uotvnJUVQ8tLKKmZnJ/P2rm4AfMPEcTMKk9n46Dw2VBsJDkboCoqOfF5pKj+77lxu+O0BABr6xUlAIpVA5P+mAMr/OROE6GiEnzqasjhstFIz4ODDYz1okZGhVfHUChE6tv6gnsPDKvKVmQmcl5PE1TNzv/Mx93YMYfT7MLb5WFtQzn/edQ4zq0cjuKP1YgHprkUFqDTSmMP9tsjQ4w3zy02t7OwbiPHlP7GyjOxTojjyVdNz2L3PzFAgAFIJ1YNDfNRkImPYab14QxWlhbpxTu7bjrmrY5ANTUbq+u385tZZ49I+2aka3np4Dn/8qo3aZgct5S6qhhkfjw5Y2W7o59zWJNbkxJGdouHplWdHiYy13YcH+KKln7R0JVs7e6loiOfx7DM71WAoyqFTQ5wYssXw7NnJE3lemjxOtnT2MrUtYdzk0dXn4W9fd7JmRSl5aVqev76K4gLdhAkhEhF4Y08Xmzt6SYj7dt6cyczri/Dari5O9tvHNdudboIgcLzJxp5uM0POII5ImEvKJqZKzmThcBSDyUsoPCo34fGEef+Igc/0fTyxtIxnl1dy+zDvkccb5niNDY83zNbdfbhUYdYuLeO2iwr45SaxSerCghSOGKxkpqkm1G0EQSAahaVlmby1t4uUkJI3jndjCHhJTVZy/6Ji4uPkzM5NYV+HOXYdVUWJ/OHOWfzggzq2n+ojS6PhiNHK23v1nNLbaLa7YiuGIVuQL/b10xFy86MbpvKX/Z18/8qpbDvZS4fHwyVlaTy9pIJvWs0oXBKefb+G3987k2StihNmG7ZQiCSFHIczxG+/buOBecX46iKYnL5RxMrwMjQhTgFawA/H220kyhSck59Am83NeUXJTImL54W3a/HKI/zx7llMyU9kVlESHXUeZhUk8fDCUn7ycSMWQYzQNQopgaB4T47VWxn0B9jbYcZDhJx4NQVxOqrrh2Kl+pn5IkovJoCS/r+P0vmnc/hjI/yRTluAhWXp1PTaQSpwwm4H4HD7EOcXpvDA4hKaupx0OT20mp202T1/FxXsQ8tK2Nk0wJAQxOYNTnCqdQ47O3oH6PnCxztr5qCUSJF/h9nb5Q5TrNExOzeZZcNkbYVZOu65oIiMNBWRiEC1WXTyTl8IXzDC44vL/q5Uw1gT+dwraPmrk+O9dh5+8zh/umsWeenamABMik5JUpySN0zdnNOaSFVhAodqhzD2e1m7tOw7paUmszqH2BV5ky6XczMSWT41Y9znoeFoSTF8Hl5vhA0nTDE8+5muc6QX4obz8mI1DYAN1UbW1xpITVby9MrKM46VTCbh6avLiWwRaDO4/m5tXICuPjf+UIQHLy6O4bcns2BI4O19erZ29fLEkrJxYiPfxeyOEH/d1cl2Yz8ymYS75xSRnKTk+esrmd6UGMvLj9iHO4z87mgrjkiY83KSONFr56WVVaTGqXjuukqK8rUsm5oZ0z443Q6eGuLjEyb8oQjbu/u5sCAFQ8DLwvL0CQHN+WXJw9tY+Lypjxtn5dHn8tPt95JUquTFlVU0tTtptrtik2Jjl4NXvuxAGyfjo3oTedmamO7rXfOKUKtGA6e8RC3X/+EARr+PNetPsHXtJfzbbVNRbJRwtMuK3isiYq6fmcujS8rYUG3kj1+24IoKxMvFaD07S83v757Fz3c0Y+4J8NrRLm6YkRu7D6/uaKfOJzZD/ccXTax/6CJevnYq5XmjDYerl5eg1EhQKaXcM7eYk802frqxCZc8RJfby91zCsm3awk5o7xfY2BX2wCDgQCLKtN5dIkY4DiGVx7t/w9SOv90sExBEFE6AEWpozPkgS4LtYMO4jRybpmZR7ZSTdtw+3N6goqcNA0Gr482u4eqlHgGbP7vTNdblKElXises61fvEkdPW6eebOGzj43d84tZH5JGo1WJxuOm9iw3cSL676dBiEtRYkiW0J1jy3WDt5scPLjjxtpNbqQySTcv6iYFy6rQiaVsrWjD61KPu6l3nfcwvNv135nWtu0eDVvrLqA+SWpNNmcfHKyhw8/N/HzraNt9HfOLeSllVXcObcQQRDYXNPDhgYTGsX4Yx9rsPLfW5u/0zg+uESkEFZIZdQOOtjVNJ4++PN9fbw0ZsySEhW8eENljMb3TDbidGoa7Tz/Vg2DDhFy98DiYp5dXsmKaZn8fGvzpPQCI1aQoSNeo+Djhp4zQgNPt1aDk58PUw9sb+pnV+8giTpFbHwCwegEFIZKKeWq87IpT4hjbn7at1IpnG4ajYy1V4qaw3lyDS+tr6N3yEdhpphCGtmXfsDDz7c1805NN45ImJI0Hb+4bcY4mOrIuJWmi41/iWoFFmuASGT0nPfozXza1kNOtoZrynOIE+Q8triUJxaU8fvP2mJjPdY21fSyrsbAC5vqeO7yChaUpXHXrAI8njCPXl7KC5dW8p9Xn0OCSs5XrQNs6+7D7Q9TEqejutGGaZgy+HToq1IhpSpLXG32OP28eaCLZK2CcFBA7/WSqJZjdPh49r1aXJ4QDy8sxT9MmjaS0pFIJMwqSeanK8/FEhSfs06rh4cXlhKnlHN+dgrqYXGS0uGC6unnkZGo5sUrpvDUcjGI+KZzkFq/gy63lzlFyTx5aQVv3T+HBI2IDBr0irw6vx5DrR7rv/pXSufbTSIZg9IZQz60sDSdYwYbV0zLZuOxHvqCfjY19zKlOoGHF5ZSkhBHokzOwso0Qj6BNw53k5ms/k4Rslwu5dX7z2f1G8fpGfDS3ONg26l+PmkRo5KnLqvg93fMYkO1kaum5/Dcm7UcsFgoOqA9I+3AyH5PR4Ds1Vv40tRPUb0W64EgFkuAZ6+pJPsCDYXZ46GiDZ12fvR5PR0ej4g4+o5kW2nxKn5/x3lsqDZy+dRs/vRFOx80GEkcpgIeG7kdrBnC4Q6x5pLSccyNkYjA+oMGNnX0cNxg/VZxlZF9Wj1BCrK0E1gga+2OWOfxioos3jmgZ/WykgnXFA5HiQrEViQjdqhniI1tPVScjGf1IpG64LGlZfx4QwNvHu9GqZSOU20CcVUhl0uQSCSxiPe7plf+srOTT1p7qO938MNrppEQP3oPna4QW77uQx9xs2bF+Ii/1emmzenmeK+Ni6akEgiKK5tvY/i0OYJs/boPE15WLy/lN5+1sLWzl6JqDc9cOp5Y77VdnayrNXD7+QXk2jz85LrpZOvU3Dwzn+Qz1ZIMTv7weTuPX16GIAh81TLALfPyEWTQP+AjTidnc1svs6elsO1UH2+d6CYlWcljS8vw+iIxWcNnr6ukL+hjX4eFapONdJmajYd72WEaQKeVc93UPHYdGKTJ7eDCkhTml6aRmqyks91Dp9vD1OMJsa7lsZaYoGB+bhoH9WY8QhSXN4xEIuGeeYUc6hqi3+8nN1FNk83JZw19PJJRxkjiSxgDgzxSb+X1r7tQyMQ8ulwq4cApC+8c6qbD5sY/rEKVrB2FcrYbXXx8wsSqZeK7EQhERBBDVCAxpEQlkRIQopiGa4o+f4TpCQkclFlwRMKUpcfxu8/aeHhpCTmpGhJkcszRf6V0vpNFhVEcfuHYCF9vod7sYHeLmaSokkSZnMtmZMVewk+benBEwrT0upmRl8zapRPb3M9m2XFqFDIp7U43z3xQS0mijscXl3HP/CJAdGhzc1P5+eYmjF4xSvkuE/hY5yoIAjMyErmkNI3+IT+bm0VRldldKawuKB03Ofn9EX69rY0Oj4eLilP+7lTL2OM+tKQEhyeExR6YkNLYqzezXd/Po/njo1GZTMJz11XQ9a47Jq7yXagLtDIZ10/PG/dCgdgLkDFcdP3TF+28Wd1FYrx8gpP+cv8AuzoGePnmKeOUqsby6Iy1h5aUoNPKJ0Axvb4Im3b20BF08+hlolNetaCEpm4n6zsmCo2fbnfNL6Smz8HedsuEoqvHG6bWZuejJiNpKeOLxLdfVIBiTHfwF/v62NrUS3KigmeuqiIrST3hWCAqmbX6nKyrEdNUIzwykQg0dTvYWt/HnRcXkpagYvWKUpKSlNy/cFRUfPvePj5v6mdReRoNNhePDV9zIBhFpZTyTaeZL4z9TO1IoL3TzZbOXrQaOWazn63tfdx0bi4vXCYS4YUjAslJSu6cW8j6L/S8drSLX98+g6l5CSRrFPzudjH46TX7+aTFxH1zinimqoKpSfG8tL4WXyTC4SEr+zos6D1epuYU88SSMjqNbtr1Lvps/nEd390DHt7Z140/FMUzLJd9oMlM+2wXdmcIjUoKYXB5wtw9p4Bz0xP57ZetMYcfRQwU3J4w3/+wjvawhwVFqZQKAsUSLas/PB7jxr+oOIULS1K4Z24xTlcIAXj+3VpOOO34hQiPXVLO5n29vHOqm59cO41Oj5vAiM6u08+GaiOR/ih/qe3EKYRZXJmOzR5kS3MfJ3usvLXqwv+nKZ1/OocvZSwOX4zwna4QDy0pweoK0WZw0dDvxBEJM+AJ0K338FpHJ48sKuFXO9oICwIf1Rt5KV8sGoVCUU622DncN8RtFxaQrFNOUHcKBKNs29NPTrwKRzhEboKare19vFg2nob3zT3dbGrrA2BRZTr3zB1FsAiCwOE6K7s7BrlzXgGFk7RVe30R3t9nZJ/ewiMLSnkgqRidTkaRSstzb9Xwwg1VZCapiUYFUcx9OKq6sCT1O6cG9p+wsK2xlydWlqGUyEhLERu4NAoZrx3qIi1pvINatbQEqyNAa7cbk8Ub42EJh6Pkpmn5872z+aja8J0FUqobxQL389dXkRKnRKUUm6XGTkD3Lyqmz+LD5g5OmIBO2WxiJD9MczBiZ8rR56RqOD89hZ9/2sJz11bGJgm5XEKd08H7dQYy0lTcNacIs8XPH7e387mhf4LQ+Ol2blkSf7hjFl+29LO0LDP2/4FglJ2HzYSEaCyoCEcEvtrfz4khG49cWjZuv/VOJztNg2CCvCwta8dIcEajIsXDFy19PHVVBU9fXUlikoKeQR93zC8gK01ESf3nh0180mqi0+QmOU7Jc9dV8ezllbF91LXbeau+myMGKx0ON41Wp4geOzefz/b0U+O04gtFeGxRKdfPzCUwNUJZQxzXnJPDySYbAAdbrNjsYazOAGuWlsX0lj9uNmHwe/mvr5opCcRRE7Tzpwdm8fDCUk6026jWDzFo9fPw4hJ+trGJrwfNJMrF53akW9jiCNDfH+BEvw2/NErG1yruPr+I4kIxrfLoX6pp8LopStCyuCCdmgE7bQ4Pt/3tCOkyBV0eL3LAGQ6z7qiB3cfMmASf6OmlYuf0yh/sxauM0BfwgwyOGGwoBQntEhcuIYxcIiFHq2aWNomWdhe/tDQT51JwashGs0vM6x9st1BKAr8/JtZFHvnwBCvPyWLt0nLmF6Syv2uIK6Zlc90XB3AKYeQSSFLIkUvFGkLtgJMHXjtGdGQq+t/P6PzzOfwowmiEn6LD5Q7z6c5eusNupBL4pKWXa6Zl40MscL6zQ8+mjh6mpydyUWkK79cYxyEpHK4Qb+7tYruhn+5eD0QlvHxj1bjoUamQYIh62NszBEBRlo7704uoaXbQXeWhKEt03k9dXY50B5icPn4wzMk9YuGwwAdHRDz/gTYLb6+eExM1GTGdVs6TV5ZT1RLPHRcXkqBWUNdm5z93NFHdY6P8VDwPLyhhy9e9HOmz8sSVZZTW6rhrEobBM9mXrf18UG8kioDHFeH5GyopzNDx/VunUnkau6bTHUIIQW6mho8aTJzfkMzqhaXUttt5fXcXT15VQWHmeCf1bXZiyMbnhn6m1CeQ5FHR6h3fLBWNCiRrFahkMt4+picnbTyufs2KMpCBsc/LoDPwrbxBALs7B/iwwYggEcjN0HDXPBH189y1lRTliWmcfSfMbK3r5da5+UypGGVcjEZF2gOddvyrJJWKXcCmPh+/3drGyzdVkZOqQaWU0iv18mlzDy8WVxH0RHFHQrxzqJvDdiu6eNk4Tpo1K0rR6KSEIwJ3zS0iHBGIRARUSin7T1j44Wf1dPm85GVrWb2olFBA4J3jerHDe9ipX1yUQqPZgUYr5/16I0q1FK1KzkNLSlBJpPx1VxdHDFbml6QyQ5uETitj2dRMVCopjS47Hzf2AHAN2bxQX0dFSRz3zS/iwLEhUlNUnOOPp27ARY/BBwZITVTFJttrKnMwOrx4rCG2+/twRcNc/6eDfPrYPD45aqLB7KLB7CJlh5L2HjFAc4TDZKtUmANiHr2510WjxRWrOK47ZOCDw0Z+dNVUth7to9HlBhl0O70YbF6iMiAKZn8AczQAUgiPOHfAFPGJ+xqTJWsTPBAARN9LIBolALgi4qQTlgoYPD5ere0Uv6MHIqPfB2gf9PATSx0jIFaPEOHj2h4enlfCh5sN7LQM8tnJXkLDDj0swKf1feSq1UzLiKffIjaoxQ3vtHwSwfh/1P7pHL4USSzC7x7yoNGIS931tQbWLi3jdnk+B1qHMPl8HO22cccl+RzqFdM9FRk6qpLieWzeaF41NVnJ01dVkHtcw6EOCw1mFxUnxuPDJRIJq5eXEkGgtduFxR6geUB8SKvq4lmbJTq81Dg1fqfA4W6Rh149Xca6g3ruX1hMeoKK56+rZGCDn8N6KxtPmiaNIEfk5wCGbEF+ta2VaouNuaWp3HJBPhIJHB+08n69AaVagsUcxFoViJG1eb0RkhLPLGLx1FUilt3uDvJRfWesQWtshOz1RfD5Ixw8aWFH+wCPXVUaQ0wA7GgdYHNnL/knteRFtXRHPKxaVvKdVhkjFMk3nJfHn3d0jGuWCkcEtuzq4aTVzqNXlVLVPJHeWSuT4XGGea/eSGaqOhZpns2euqqC5EQFDe1OPqo3xSCwY6+5ye1kW3cf06ckjoN+frzLyF8Od/LLO2aMI78bsQang23dvUyvH4WFPrSkhKQEBYuL09n2dS8GwUtyqgLscHpYl6JT8vSKSsLhKF5fhD3Vg2yt7ePFm6o40GOhy+elIEnD8mniKuKBRcUolVLuuaQoto+dLYM02VycV5LMiyurONFg4yvDAA0DDn572yyeuLyMyBcCWqWMbr+bYyYbm0/18PTyStZeVUFKmnjfWjvdHLBYOGCxcLTTSqpcyd5+C8Xx4qouXaNk5fRsbjwvj7oOO5tO9YqrsEAI67AblALOQJjH3zlJfpwGHVI8RKnW2/BJReeaqlZgCwQJIyADUhQqMtVBBvwBZEBIJhBC4D93NuMMhGNOVwqisx/5Y7Kfp/8+2d9n+0x2ht+jEB2eUE63NpOLg5Yh/NIodkc4tplaJsEfEejx++nx+9FJxYN5ohGQQnPfv+iRv9XGRvhFaTr8/gi5ci3n5yQxIyORXw1za8wvTePG8/J4+Z06BnwBzstNIj1ZTXNDL4dNVs6vEOkDPN4Ix2vs7Guy0OJwsagyfYL2rdsTRi2R8vD8El401LGxQcytX1Kaxp1jJOG0GhlrryijsiWOK6Zl89LbtewdtBBG4HtXTSE3Tcsrd0/UwD1TtT45URETXShLjSNFp8Tvj3DH3EJyc7TYXUE+0/cxtTWBsvx4jtQO8eExE89fX3lGWoUUnZLVw8XT5DhlrKFGKpWgUYuP6v6TFrbU9ZKRoWRLZy/TWhPGTU73LSxGpZKRFJDzdkMXTTYXyUnfDcM+1sk+vKwUly9E/5APqydIolrBsUEr79cbycue2DEL8PXRQSzOIKvmFnPn3DNTJJx+zKdXVvLxLiO9Xj+XDJOgjbWRhrV5xan8fFszDywqJjVOxVsn9XR4PPz261beLrnwjNvNzEziN1+0xnoG7p9bzIbtJjbqe2i0Olm7tJyZFclnvO9HG2y8d8hAfJKMTR09VJ2K54FFxexrsdBodbKjYYC8uVoyk9TcPDuf321r4+HlJeSlaSku0IIekhMUrF5YyslMG10bPextt7Ch2shDl5SQlqAU8//DvDLhkFicPHpiiBO1NnJzNKy5tJSKtjj2t1io6XcwM1vkDbqwNIWkfiUn++3kpmkI+wT+Y0MTR+xW7p5TyNqlZbTqXRhdPlLVSvboLQxYfDSaRYeWl6CmacjFQ5cUU6d3MNQXZEgIIUUMovf3WcjUiSs1pUyCLyIgl8D1FTm8V2ckOEw+o0SCf4wOrEIqIRT9B/lohlcGZzOpRHT2ZzKTw4dfOjoVjNC3pavVGD2jzaGe6LAS2PC+BlzfDSX499g/ncMfG+Hrhzxo1DKGZAGO99r57c42GixO8hM1/PjaaWJuWi2OrtQH+1vMrFpQwm0XjuabZTIJxy1WWhwu5pekjYNPATTrHfx8Uws6nYJHl5ciG27iuKg4hf+67hz2HbFw3GzjqavEtMRIhO72hNFqRQeqUY0+LSk6JQ/MK0YulxIOR9n6TS+1VkdMTGPEeoZ8rD+oJzVFCT2gVYr7qm62s/5gN89fV0VigoLk+FGa3uMWW4zcbM0YWoUhWxCdRoZaLRt3HiPc8R99buK4xcpLN4lshof6zWzr6uW+zMIJjJMj2949p5Dvv19Pk8111maj0613yMc7B7q5f2ExiWoFfm+UD+tMZA1rCDx3XRVF+aMNUpGIwJf7+zk2YOXxK8qpdzn4yjDAi9MmtvqfzaJRga87zDTZnHzR1D+BBG1kPH74YT1vn9QjlcCzV1Txy9vO5b++bObfrp426X5TdEoenF/C06+fYnPnaM+AXC6h1e+i0eocrueM6gW43GE++6YPfdTDQ8OSi0f7h9jW3cvji0vH4fP/ev/5bK7ppVCt5fm3a3j++io+OGrg3Rq9SFN9RSUPLSolKW70OZhRkcSrd5/HK7s6MPZ7sftC3LegmLo+BzWDDi4qSOHBhaLCV53DwSGbFWzQ2OfijVUX8MCCEjZUG1lUns6m473ct6AIuVw6TiwlMVlcsUQiUZ5aXsnDr1ZTP+BkRUkms7KSGHIFGPKEyEvS8PYDc9jZOMAN5+WhVch55q1TtHW7mZGbxMkeO/PLUnlsQSmr3jqBMxImL0mDye5jv3GIIAIKiYSQIOBH4NzsBKz+IEsqM7ju3Dy+bh/E7Q9jdwXosHpo7/OIETRQmKhB7/AhiYpOVgIkq+VY/eHRGygFuUQsfo844kSFnEhUwD2c7snRqQkIEbLiNZwfn8wHHUb8w85bJZGyZnEp7VaxxrW33YwtIO7f5gty/bk5+HwRvmgZQJCCWi5FGo7iBVJ0//vu+Z/O4Qun5fBlMklMuEHjl9LxdQtGh48tp3p5ankFP7ptOmUH41m/R89AOEBSgnKco9CoZbx00xTKhjVIRz5r0Tt574gBiz3I7j4zANPLE/jhrVM592QC01OT+NknLQgSgc86+yZEpHE6OT+961xmDb8kgWAUhVxCQ6eD13Z38eRV5RRk6DjUY+WjJiOZGWrm5qXyTZeZO+cW8sY3Xbx+rIuH5hbz3IrK2CR10iJ2vM5oSWL1olHkzpAtyI3n502gVXB7wmz7upf2oDs2KUWjAvtPWDjYY2HVslI6I242NJsoGxZjGYk8pZIzFy4T4hW8dGMVyV8r0Gq++2P21r5u/nq4E4VcylXTsxGkAmsWlJ61mezrrkE2NJvIylTzwKKSCbwzlqEAOp08tkKZzASBUeGJ4Z9N3Q62N/Zz7xg0y6qlJZgdAdoNHvpsfqbmJ/LOgxMj+7ERukwm4fEryilpGJ2oJBIJt16Yj3HAS178KOeT1xsGBKrNVj5uMZGUqODmmfmkRpTML03j2vPyKB2T281L0/Lo0jJ+vq2ZzR29VNWKkb9aJeOOiwtwukJ8tXcAF6P0CFKpRKwrhWHdSQN5WVoivSKU8b6LCnl8+WjNZM2KMrRxMva3WDhusrPpVE/suTIPBUj1qfjF1haUcilPXi5ud6h2CL1NRKIlDu9HNjwWPU4vDRYXD8wroqnXxU+unUZpehylC+P4+qiZrXU9TEtNwOD0ctecQnS1cn509VS6Oz2kapQ4PWEuPycLrVzOpqNibSFFq2DAE+TcrARy1Vp+e9MsVBIpG77sIZAc5ZL8dA50W/jefdP4+aZmPqwXJRYlEQmliTo6HGLtQACSFCoqshM43GWNjdfhZ5dx7R8PYPL5kAELy9PY0thPebIOk82LyS32G9w3vwTzUBB/NEq6RoknFMYbjrLhlIkXllTy1+4uynTxHAvY0MikuCMR9rcNMSsjKTaZXD0zhy+r+4EwCumZn9f/qf3TOXyJZEyEbx3fpHHnL4/giS2ohNhnF2al8J5ED8C0nIQJ+zzdybg9YX66sZk9A2buOL+Ah+eVoB52pCqJFI1dwW9qW6k1O3hkYSkvVU7eHDSyX68vwidfmmjxOpHIYUtnL+UNcTyeXc6LN1ZRWq1jWmoCT75/ik6PB5VSyoOLilGrpNy3sHhcAXksz8mIBQIRPtvTR5PbyXPXicghm0NcLibGK+iR+nj3lJ68bA2XT83m1a86MNsC7DANkJykZPWyUlKTRiPER5eXkRyv5I6Lz54y6e33sbt2EGPAN06g5Gx2/6JilAopd88v4k9ftrOlrY+n8ify+oyYTCbhxRurKDs+OiE/vLCUniEf/7WriVvnFPDNATMdodEJ7Uz7+dEt0zjnRCI3XyByxPx5RyebO3rRDXMiAeSmaSnO1fGnfR3MrEkaJyQ+MmnbHSG+3D9An9zLvQvEyaIsN461ueOL18XZcRTn6vjb0S5y0jXcPCOfLd/00YOXNVeWUl4iXlPEL1BtsrG/0zJpB/iuw/0MOQKsXVrOLXNEAY6R2oXTFeJI/xCftvUQP4YaQi6XsmpZCe5AGIs9wEHTEJ1uD3kWzbgxStGJkpn3zC1mQ7WR8vg4vre+jqevqSApQUG/ws+GE6IDHamZ7GofoMXuYmFFOudlJvPsWzXMLU2lzermmeUVtNo93DwmeBoRlPnFN800Wp3MLU6lwerktW+6RA6epkE6utx0ebycn5eEyeSjMi6B4uQ4sjLUPHdZJYfbrdg9QV472EXPBz6eXlzBp90m9M1eDrUPUWt2kJaq4snLKxhyBTlqstLt9lKoE1ObWfEq5FEJnS4Pna7R/h0pEIkK5MdpMPl8RACDw8eN0/LY12zGN+xH5pamct25ufgCYVr0TuqGHHijUXLi1ch8Ej6t7eUzfR/ZahFOOj0jgfoBJ4O+ALlZajJMSgYjQRRjazj/Qul8uwkwKVtmIBDB5hVn4pl5iTFIpN0Z4lfbWukPBbioOIXVi74dKx4KRbEOC0WHhGhMIQjA7giwo72PWoeD+WWpPLjg24uVCrmERreDdTUGypPiWDWvhCumiVSpIw7sBx/U0+nxMK8klSkpCby5r5vVyyd2Yk4WASuVUvpkPt6vN1CUr+XhhaV8tX+AQ31DPH9dJRXxccwrTmXZ1Ew+OGrkvToD915QyAvTq8Y50RESsN0dg99JsvCLlgGMAR9zi8/MZQ7DFNM1QxwwWXhwSQnPXlGJIAjky7VMT0vgylk5474/liIBIDVuIuHZm3u6+dtRcaUQkkd595h+3Crr9H0ApCeoWL2oFKcrxMaveohPkLP6kpIJ5z7ZKsLrDbNpl7hSumtuIcfMVja2mmIatZOZSinlgYXFWJ1BBm0B/JEIrV5njPJhVF0KfnDb1BhJ2VhzOEO8srOD4277OMUsr0+U4UyIV/CDW6dOql+sk8ux2UN8ZehiSnocswuS+OE1Z05NPbywlAf/eIydpkG0cTK+d81UHllRikIp1rpuv0jc/9iehz9+0c7HzSb2dJsx+wMcNliRIcVg9vDrLS08vKyUnBQNH1WbaLQ6ydapefaySo51W5mdncx+vYWbZ+fjnx6mMF+H2e7n7WN6dksG8QtRXlpZhcQrwdjr5Zrzs/niRD+1gw7+crQDvd/Lwop0Xry0it0tg9w8Ox+vM0RPry8mMjK3MhWaBfQuH0nDrJkXF6dypGtITN9L4M0t3XRZveTq1PR4/FhsQWxWKwMR0QdcWJzCH28/j/1HRJ3eDpsbVzRMqlpBgkLBvn4LM6cm8cyyCtbtEQPLdqsHXzTK9MwEZFIpoYiYAmq1jAr+/IsP/zuYFCZlyxy0BBj0iVGtXCaNvRidPW6MHnElIExWYp/EVGoZgwHxZndYxjdHHG2wMxASPzu/MJkUnZJwOMrxJjuHei2TOkqFQsrTV1fS5fRwoGuImY5Efr25jRduEIVTAsEoFQlxzM5N5ifXTefVzzr4uNlESrLyO7NJLq1K55jeyoKydAB6pF42tfdQfFxLR7cnxsp4/8Ii1Copt19UEOuMDQQibN/fT53dgXHAy1eGge8kWbh6eQnJSQpunTOqBxyNCkilEpq6HWyu7WPV0hLilHI+qjayuaM31s0rkUgYkgeotzjHRbWNXQ7+sqOTtVeWU5JzZtjaA4vFFdA9lxQhlUpIHrNCqWu387evu3jyygqKsyf2OwgC7DOa2dzRy7yS1AmfTzapyhVSGlwO1tcayExT8f1bplBZPUqhLGom9E+gX9ap5ISDAq8f7iIjWcWSynSODju7sZYWP3FSAxEIUFoUx/F6OyDB6Qrh80f46uAgXSE3j60si9WF9h63UD1o5cFhac74eAUZaUpwQpPZzRMLy8ali0bM4w1ztM76/7V33mFSlWfjvs/0srO9sY2t7NJEBMGACoiiKBG7JhrRaMSCUaOxJCaaxHxfNJ+fickv8YuxEI0FjaIgSKRKXeqybO9tdmd2Z2Znp89OOb8/zuywC4sSsQFzX9dcM3POmXPe88w5z3nf530KhxwDpKeroQtU6sO5lWZnpvJGeQcfbTLR6HLyk8WlfG9aHhqVnGWXFFNtHqC8w8bc0jRs9kHerTayv1Mq+Xmgy87yO2fw6DVlmN70Ut5hY0+bjZtn5iMAZxQksnZrD/86aCQhXsltF+bzSZ2ZbqePvCQt107P5ZdvVrG6qYePG0zMKkims8HL5NxEZhen8d3JYxibrmd8djyDgTB/+aCJpoB0z+YlacmX6SmXSeYbeyDIrKIUnr1qCrN+vzF6LWy3WzCFfGSIarI1Gro8kl7RIuBFJNugIV6toNblZF2XmRy9FoJS6vQ6mzSHdetsaaS3ens35oCfBK2Sfn8Am32QF3e2kqZQQhDGZyZQ3ya1L5Za4TgIM3oPPylRSW6ijr7+QRyuw/Uxd3Rb6Qn6iJcpKG+3HbM253C83iDJShXmoJ+JWSMn9yrt/bR5pARSQ6MIW/8gv/1XLZU+O6IMHhjFLz1Zr+JPN53Fy1tacfkCvFPVzsTqeKalJfFWeSdufyCaU+e+y0rIy9Yd5S10LA422HlkxSGa3W7WVvYwPjueW84vQKuRc8WUbIQZAhMOxkd78/deWML2AxY2tjRzzyXFaOVytrRJeVN+NKuAB8eNO65J2JQ49Yg0wtJ8QQ9tITfdFi8fNnaTGK/kzrlFPHJVGaWVhhGTsTNykjlUPBBNHAfwcZ2JD1q6KaqO48dZx3a5zExUs6A0g3/ubOcHs/NHKMt/N5j5oLmb4ojZbIjNe/pY32TiJ5eX8shVZTT83cX2FuvnFmABKR31/LJ02t0eLpyQcVSE9Dv7Onmvvuuo9MsKmcCssSnY8EsjrK0dNDpcPLO+nr9mTzuqczD0wLQPBKTymUkqHr1yPEW5cVx9Vg6rN/ewz9KPXCmwoqqTjDTpeIGgyJt72vmkqxe5WuDBBaXsrLAgkwl8d3wmTWY3l00ZE5W913c4HYLTFeTd/V181N7DlROyKEs0cNG4DLbtt7Cts49BMcyaDhMtLhd1NheGRCX0wLpuE3+4eQp/XXLY88zrDZKVqiXfoKeyzU611cELW5p5fNEEHruwjA1NvSQOqrjjL3tJNCj5+bUT2NzWxxZzH5jBaPUgDwkUJuiYXZxKTesAe1qGFHYAs8fPjKQkNh3qJdug5WBtP6XJBj5qMvHMDZNZa+whgIgAFCXG8e7BTloCbqkEISL7W/v52d8PSp0/GYTC0GSW0habPX7UETuLDoHBsAgy2FptYfaTG4mPVzAlKZ4Ol9SBdASDlKboael0s35PD582WujwSuuCAZFx8XEQccTxRXqbe5qthMJhkMV6+MfFaD18pytITZsDU2RypcHq4p29nZybm0pNywDF8XpSNWp29do4luFsqBTcLedLE2JJBhV4IRSU/pR2s5uXt7SyYFImNU1OsoZNxKWmqCnO11NZZwdG/xPDYZGGFhc1jQ60ehnL5hWxeHIWf9/cynsNXdJcwIQkrpmWw9ZyCz1m76j7Gc2Nc2NLL81uN98pSI76ZyfrVRQo9Dz9Xj0/u248d84pIhgM4x8Mo1IKvFdh5F/1XaSnqrnt3ELml6ZhCni54Tt5o/YCjweZAJ+0mthg7GXJzLE8ML8kmjPnyBzzTleQt3Z0srVzpN16KPvl5z1wvN4Q//dJCx+196BSykZUirp1TgFxemkfVc0DvLO3k2ULS1hXb+LNqg5ysnTcOaeIvy45i4+qez7zWH5/iPU7e9lv7afD5GFb59F2dkEQuP+yYhRKsA/rbARDIjb7INvbrGyLjLBunVPAgW475R22ox405VU23irv4OErS9m5z8qWtj5+ccOEEb3/Rr+Tf9V38f2zcjkrK5F5pVLWUa1GTkqy1Dt3u6X7Y0+vjVVNPZyVlUitzcmagz1UVznY1mPB5Qry2FXjKRijx6CX3IkntybQ2uOizu7k3/VmjF1ePmjuZn5uOmekJ5Bh0FBnc/FpTR/BkEiL281tr+zjpZumMzsnhZc2t3Db3ELuvbCE+/5+AG/EVXHVgW6unZzNMy/XUy0boDTNwO7efuiF4t1xlMUb0Aty3GKIKtsA/sg91LKng8ZeF+awH0VYeni293hwBgL4ZSKN/VJP+ZP2XpDDkpfLSVNKNnQR2NTaF3W79EeUty8cZpPVOsJ/f/idNnRsD2LE8R/6wlIOfbPNf9iNMwyCCPW9bpDDw2uqRrh3djml4K+hiJihAK/aPheRdD3RIkJfJqecwh/Zw9cRCIRZtamblypb6A74ODM7njllGVw7PZcHXqxgi0nysLl4aibzpqWPenNXtwxw1/J9dPi9aNRy7r6gmMnjEtjRayVeq2R/TT+/XldDhdmOIU7JuPw4XtjRQm6GZDOWyQSWzBtLu9PNJWWZo7bb7Qnx2rY2NvZIWSIXC1k83VHH3ZcVkZ6qjk5yiaLIvr5+3qzqJD9XH73RXe4g9oFBPt1nwaTwRicLYaSSHN5jPGC1s7LJSOn+OO6aW8yG8j7W1vbws2vLePjKUooPSF4lgUCYT2p62TkUMDZRxms72rltbuFR0cCfhU6nQKU57LnyWRG4CfEKZuak0O72RJUWHH/KZ51OwV0XFzG4JkRrl3tECobh+/jD3gb+caAdtU6GUiOwbF5xdOSUn6nnnszPntPp7PPwhx0NNDpcLJ1dyE/Hj16wXStX4HIEWVHVRbfZS3aalskpCaw5ZOKHF+YzsevwCOtvt04fEYsxxIYmM+83GtH9W05zv4td7TYm7D8cAxEMhhkjaDkjPQGPN8T+bjv/rpYqX+2usiGTwZUTs+g0eqlrd7BsYQkZaRrml6XzSY2Zi8syefLNaj7ttQBwZl0id48pZt0OM5+2W/jFDeN55oM6ANq73QyGwpQmGkhMULKhqpe7ylLp6vdQbXFw1eQx+IUQbTYPD79bSX6Cno/bTZisPgYcAYJhkXSlmt6AH7Pbz1v7uqiWDzAQCrLPLKVryIxTo3QKPL+rAbci4qM+rMMkC8G+dhsaBHwykSAivtDgMYOlPIi0+72jB2F9VmDWZ3GsIC7ZEV27Y2wXIPp8iCJG2ttlH71TdyKccgp/ZA/fg0Ih0DzopDky8z4lJylqUlFrI3ZItZJFk8Yw/hgFqD+uM9Hh91Kg13Gwzo5t5iBL5xWRbFBx1dQcfvOmpOzzErVcMT2LZL2apATViBt2bYWJfUY7a6tMI47T1OXkte3t3H1xMQ9cPo78Sh1+f5hDjQOUW21k7tPwyGVlyCL+/YIg8MB3x5EzRjti/x9t7mFrlwVkIqube0ZMFibrVfzovMLoPoZYelEROp0chU3G06vq8PiDrGwykrdDy30Lxo3oFT9ydRllh+Kjycte2tOKWiXngUs+P22C1xdCpZQhk4EYlNpg0B472remdYDlW9tRagRqbQ421vceVa7veMhJ0TIYEFlR3cWYTO2oprRlC0tINCixDPh542DniGpQx8PrOyQTzOyCFJZecOx0xqnJKq7/Ti61Vgf7O/v5oKGb2QUpbG+1MqFzZC3jYz3UrpqaTX2rg631kmngyPgGhUKGXTVIZe8Acyel8dOcUianxPOjP++l3eWmwe7ivOJUtnZZmNyQwI/HlkSPU5xhwNzrwzIgzT+dnZ8YLYPY4HGyssnI+H0GHlxUis8XZm+7DeOgNGI+b2JqNDagvdNNrc1JXY+bl249m4fePMiBbjszSpKYH0xnR4NkQgVIlR2WVY15gKevP4OH/1WJwx9EhQyTy8+rVe24IspeIQjkaqU05jqlnAGCUuKzY4yaR+VbmBD+WP347CTtMdZ8cb6Fp39iiBDNhz82WYsgCJyZkYQh4tM63NzhcEq+yTZ/gM3NlmPu89Y5Us75eLmSdR1m/mdNffSmTItX88N5+eSotXTYvaw62HNUjmyQ8r0/cEEJS87LJxQS2bynj999WMcr29pYfqCdt3Z3UJwdx08XlnHbdwrISpP+7NoWx4hc9HB0Dm6AtrCb1a3dFOXrozef0xXEPhCgsdPJAy9V0NQ10gNgKCioweHkr9ubSUxQcc95xSj6ZTy7pn7EMbNStNGc6rfPK2DZecWfWex7CLcnyL/+beSp92vp9wS4f2EJ980rZsmw/D7BYJht+y3871rpmCsrunm7phNDnJLHFpYd91zFcLy+ENsOWDBGMpMey5SmEmXEu1SERbjtOwXHdU5DWGx+UkIqzhqTyJOLJ0ZHYG5PcMR24bDI3pp+/mdjPa1uD51eL/NK0/j1VZN4bGHZcWUyDYZE2jrcdLg8dHg9zMhL4tkjggDhcF2B+ePScboCvF9h5JMuMw12F3NK0nhy8cRoLYMjMRiUZKVK112nxUe/R5rvSgtrOGdsMhdOyCA9QUNKggrjoI9UjXRspexwMfafXT2eqWMSqbE4ePTtSsZF8sa7vCEabU56gj6yEjT8cFY+6kgKa51cRnl7P239HpaWFZIgVzBImASlnF7v4ToFJek6mj0eAog4/UHStZHjjxD2Ee9H8uVbSb48jmjb8TqR/CeccgpfgGF++F5EUeSAuR9nJLpOiNz4Rosn6mmTGadhwcSMo/bVbfXyXytrCAbDzM5Jod0jjRJarJJtcPsBC794s4oEg5LS1KEe6OiKJdWg5tycNJ5b1UDvgI+VFUZe2NFMUpKSpd8p5Lqzpd6Uzxdi/a4+5DKBe+YUkZ2m5YWdLccsvOHxhrDY/PwocqMvmVUQvfk2lJt5YkUVKw5IHjCrq6VMncGQyAcbu3ni7Sr8YpjHrh0f+W0+984vZkAd4C/bm495zCSdijK9gZc3t2JzD+IfDOP1hUbdVqWUUe9x8MreVl7b0cbeSjsez8htPb4Qb+3p5PktTbyzt5M7FxTxyCVl/GhO4YgHW7PRya/eraGn/+jCGkfidAVZW2uiyelmXmkaPzgnn237LUcVZBkMhljfZuKtyk7idIpoTIPHE2Qw8Nl3nF6noFfws7/Hzsb6XvyDYSrq7Dy8vJKmzsMPV58vxPJP2zjU5+DsPCn19nWluby5teO4K1oFAmHW1plojXiUhY6RMiBereCO8wt59v0GXtjZgl4v59YZY1k2r4jnbjgzWtBktGPqtHIWThyDEgGTy8cvV1ZJtZF7+9nVbosW4blrQTE/uaCEH5TlkafV0WJ0RWWak6pjUdEY1IKMPV39pCepuXnaWPY22+jwSiaK7gEfGQkaZqenohZkPLFoPDdNzaOx3cn6ZjMDEZdJeSS3jF4pddYmZsYzKSNeMoHIJM+oB+aXUBYv3XtpOhWl8ZLXVUEka2uqXklGnIrJWQZKkvVRjacUBB6+aFx0xm7oXSUXmJJpQCUDveLY6lFzxGh5+LdEjYJ41bGDpgwK+Uh/+yGOOJzJ8fnX+X/KKWfSAYZF2mox9/nxdIfQCAI+USRer8TpCvL4P6tocbrJ0KkxuXyjBrQ880EtKxt68PhDZKRosAeDjE3WsSAng+c+bqDT7OG9WiPZY7T85vuTOPtQd3QSMhQSWb/LzB6zLeqK9/7BLl4/2EF2ppZrvpONBT/zCtI5UDHAS5tbuXtBEYlaJR1hF+/WdPHYwjJuO7+Q/OzDEZpGq5fXtrfxw7mFpMer2Vlp4f0D3Tx2TWk0FcJgIMz6nWb+fqCFKouD+/KLR6RAEJAKgrxd00lWpjTPsDQyaTsUmZwQr0TnlvPsmnpujUSaOl1BQiERpVJgfWMvK5slV7kcUccnTWZ+ft34o2z6gaDIvQuLyRmj5fLJWTy/tok3D3WMyAPf3OXCHwzyw5n5UQV4ZGETa/8gT7xVw7Y+C3IFPH7FhM+8BtJSVDywqITSOgPj4g288mkrzZ0uPm4zkxh/OAApXq/EEK8AGzi90ohvMBBm5YZuqhwDPHTFyBTXDmcAhUKGTitHq5FHzWtXTc3hgw3d/KO6lSqLg4JDeu5KKUKvU6DTKbhkciYHevrJjdfxg3Py+a8VtbzXaBy1aPoQoZDIgfp+3tjTQTAQ5rYFBXjXBdnaLkW9/mNb24h6AB5viA/Wd9Pgd+CMhO+r1TJ+dE4xqSlqXnq/hXfqu3jupjMwdvo4YLWz9MLDyn8wEOaTWjOBSKdlYnYCKqUMt1kysSTKFIiiSH2jk8ZWN8hFOrweOlo8TNjRFp2Tea/GiF8Mo5PLmVuUwfpaMx1eL1OzEylLN5BkUDI1I5EXNzbjF8N8XNdLmkzDv2qNTE5PABecW5zKfRcU8/zGJu6YXcDrmzs40OKg2elmXKqeBoubOSWp3DhtLJZ+P5X7neQk6kgQlNS73Fw0MYOUOHX0ehJFkfteOkCjzY1eKccdCCFXyLh3ejEvVbQyPsXAXrOd8WnxvLBkOpmJavo9AZbvaMUbCBMaFFm1x0hvaJB0vZrXb5/B8/9uYnWt1Ik6IyueueMzADHqnffcunpqzU4KUnTUGZ00mp34ENFrFDhd/mhKiHiNgpljk9jd3s9vFk/k0RWVeESR/JTR812dCKecwg8zsoefGK+kvN+KTxRJ1Cq5/MxsRESUkad3okbJ9efkHjVB5vOF6ItEoyKHxWdko1LKuKgkg6ferWVjdy83zxjLI5eUcV2kVujwqEtRFFlTY+KDZqnq0V+WTOP+RePIztRy5dQcfvt2LdtaLRQk6tjfYafa4iAtWTLV3LWgmNTkwxfrkEIIhURe2tTCy3vbUCllzMxM4f+VN7G/286kaikb444DVl7f1Y5CLVBlcTAvknf/yOIk911WQlamJnreXl9EWficLFtYzM0z8nnwHxVsMPYiKOEnF5WyfpeJza2SZ8jPrh/P+AMGrpyawx9XNUg23gOGEcrL7w+x8hMje6xW1BoF4iRGpBwe4qOaHj7p7KXIrmcwEOaaM3OYUpKIKBKdd1ApZSiU0uct9b3c7T52bViAquYBnni3iha3hwnJ8ewwW7nzvEIeKS0lR6nlsdcreXCxlP8+I0kDbaCSS9eEUiHQ4HXyxqEOqswDPH3lJD7aamaPy8aslBTq7E7GpKtZtmDciKC0WtdAVOYJPiVPrqjmmnOy2dFmwzLgxzjo470qI8mJKs4rTqXV6Y66nAZDkqugfFgwmNcX4rk1jWy3SObGnAwdVe0OvKEwGXo1Ow9a6bMf4sFF0kNJoRCoHJAm9M/OSwQ7uL1hnlhRzY8vK+af1e10eL385qNaND45n/ZaCCPy88XSw7PH5iUhUcnNY/JIMqhZMiufQFDkYNDOIGF+va6WGcWp7OyxsKq1m2k5idxxXiH9A4NU1TtomeSicEwcf1wyhdte3Ud7v4eNdWauPjMLtUrGNdNy2LC1j0a7g3V1Jiz+APnJOh5fNAGDSkF+ng63OYix38Pd5xVydmEKrxWm4POFWLPPTHO7mXOLUvnVFRNZX2Mm3qfkyXdquPG8HLbWWTjQbeeH38ln5uRkLirOID9TjyJyn5v7/IxV60nTqOnz+UnXqpmakcgOnxV3MMTsSanIVAK7O/v549oGfJ4wD10xLuqiHQyJzB+XzkPvH6Tb6eOTml7+cOOZHPpvO+1uLyql/Kg5ot9cNTn6ORgSeej1A6ys7WFuaTr1RicHTHbyk3W8dOvZIzzfilINPL2u7phBcCfCKafwZQzv4evQaOQ8fFEZD35Qgd0b4I1d7fziuxP57yWT6f27nwqTHUO9he9Nz4NhMThKpYzcDB2YrdgdAX73bi2PXjOevHQd+bk66AbCkBFQ8+qnrSO8YkCaQLvn4kL2vmRlV4fk33/f/HH86LxCFAoZd11chHqrwMaqXox+H+cUJB8zX0yP1ctrO9oZq9Zhsvr44cx8rpmWw8+WV7Hfamd2UUrUzr2pvZePO02oBYHrpubw6KLxI9q1bX8fG1t6SUfL++XdfHLIzB9vnkpeoo4dpj4+bOpBpRF4dNF4EuKVYDzsetoy6OaD5u6oZ8jSOUUYTV6qKgeQiWCQyQkGw9GbTKmU0eh38n69lD00xaBk5pgUbP2D2OyDJOmUCILA3RcXU2txsL3FSvN+Nx8c6ObO6UW0Otw8fHUZ6fFqDHEK0pLU0A2N/W7e2t3BHRFZ9g8MsrG8l46wJ5qNcvnWdvbbJf/pZpeLi3IzsNj83DG3iOc+rOfNqk7G5ui5c24R9186jjGp2miRlmBQJEOmIUWlpLJ3gBV7jaxrMNMd9NJmdWN2+6EVUhM1UVdSQRC499ISMtOlh+iLG1t4p66L6l4HNTYH915QTIpahdU/SHmjhW1+C3V2J+trzBSer2f15m52dlu544JCctJ0qFUy4vQKMtPVYIFZhSn8cG4+k1IS+Gt5Mw5XgHKbjXKbjbxMKXpapZTx4OJSMtI0XDZlDBvre3F4Arx1oJPSujiSVSo6vF4K0+OIUyn4tNfC7lZb1IPp7xtbeftQJw9eOG5ECugXlkxj6T/30e8JsK7exA3n5LF6fw/7uuycW5qKLkXLO5VdnFmTyM2GfIoz4nl/2WxW7OlEbhP4xZs1pKeo0cySYVJ4eb2yg/vml/DowjIun5RFZpJG8mSbmc/FT3+KLRDgf9c3MiEzkcQEJRqNfESJyWS9iqI5cSx7cT+rW3tIS1dRnBRHm8eDQafg6kk5/OXtZg4G7PzPjVMoSovDEwiyoaeXPp+fvERpvu2XK6v5481nRvNL3TQznzfK2+l3BnirspOiCn1UDgq5wKwJqazMOZd39nTyvXPyUChkPP+DqTy7vpEnFn/2iFMhF/jlNZMYvzchep8PeWId2XGZeIz8TF8Gp5zCD4niUbl0LpqRSd5WPXU2J6srerjnghJS4tT8dck07l6+j71GO0tf3cerS2dEhS+XCzy8uIyCbD09Vi+v7m7H+E8vz39/KssWlJCWpOHi0gz+sKqRD1skxTl3Yjo/mns4lUJmspYzxiRibDMBAhvKe1lb08PSCwuJUyhw2IMY/ZKdbmpuIgerBzg0YOemWSPL570USRNQHK+nyeHmvsJidAoFmkimT1OvD4tVynl/94IiXt/Thl8U+aTazDPXTxkhnz//u5lddisTUg20yd3QB0+truGlJWfjjVQYWl9l5o55RTy4qJTcDF3Ud3+4//oQqclqGuROwmF4Yk0NW2usPHn9RDISpZv4nkuKERSSQrxp1lh+9y8pydeWuj7+cvNZFGZJaZ3/dONZvLilhff3GzG5fLxR347R4aNofxx3zZVMVT+9vJT0VDVyhYDereBn/6xiTnEq5V02evt9fNxmjmajvP+7JVj8fna2W3lo/jjqely8tKeVkjwDD1xeSnbW4cC1VIOae+YXU9Vs56+VTZybn8qK6k6sgwHmlaZx76UlLJqaxZ+3NqIT5XzUYKIoXk+X2XtMd8+hnPdnZyeztaWPH8zO58Jx6Tz2ziHc3jAtDnfUy0YQBA5Y+nm7uhPbwCBZ6VISuEStkp9fPYGSPEN0FHnprDE0OJ38YVMjM/OTmDb2cEchGAzT3elD16/g/T1Gbr9AyngZr1MyvyidHQelkUK8Vgp2291k46BpgBV7OrlzbhF3LigiKVF5VI6kGUUpbHhwLs+va6Ch3cmc/FQKE/S0ezyAwKKJY5DJBCanxvPoa5U8sKiE4lypdvD/rq1np80KNpiwPz4ql0UTxyCEBDZs76MtIJWRVIoyStIMdHV58Q+EuPHFXTy/ZCpFaXGjei75g9L1uqPRwu+uOYNp7Ulcd3YuW3b28Z6xC0c4yFOra3juqjP51YoaamzSHMrvrj2DX75XxfZWK5sa+0ZEq9930Ths7kHGpGhGda9Nj1ePKNU5JT+Jf9w+46jtRuPIczge9+Ivm1NO4YthAXVQDooAYyM2MIVc4LdXTeLGv5Vjdvt5YUszjy0sIzVOxR0zC3hk9SEqewdYvqMtOiwb8mJZOqcIq8tPTY+D3Z393Px/u5k/OZ1lCyT3vfsXFXPoZTu1Nie1W50kDktQFR+n5KmbJnHG3kSuOSuHX79dxapmExaXn7x0PT+Ym0dBu57mThctbW4am12sN/aiVo3MQnnb3HxUKoFdVVJFrd5+P6nJap783kR6XvVSbXFy75v7efX2GYxJ0ZKboKPJ7qbfF2BtRTcLz8xCFEXsjoDUY7TDgCvAhPQ44nRKrp+Syx/XNdBjkR6QTXZ3NOjngUvGEQyG6TF7SUkexd4sitwwPo/l1W0ERJG1rSaKy+N48GJpKCwLQXZQR73fwQubmrl9QT7Wf/vZ1mxlXb2Ju7Kkm8fnCxHwi9w9q4g/fdrEg/NL6fP5uXZ6Lnuqbbyxs4N7FhazbF4JWo2cX71TzYraTqp7B6i2OrhvfjFTxycxMTmen7xUwb2XFpOdpMXfFqbD5Y1mTB3qUQ3d5PaBAAqFQJxewX+/X892i4VKk51Wr5u549KinjDJxSp+oZvA8h1t3HV+EZ1GD29UdFDZZef/bplGdupIe+vwm7ssyyCNGBP0FCcY+LClmzklafz+mins3Gul3GRlyQX5ZGZo6e7zsnxfOy3dbiz+Qf5065kjTIVwOMf+8N5hIBBmf52dFze1EBcnZ2XF4TQVS+dI+YFS4qX/XqOU0dQmlQQ8tywlOu+UnaLlJwuPjjIPBMJs3tHL7qZ+amwOCrL1PHH9RGbWmVg8JZv1W3rpdnrp7PPwUXsPY6t0PJwrFU6/5fwCBAWAEG3vubkp/OadGkTAEKfg3WojqckqClRx5GZo+WF2Ppuqemm1eHhqdQ2v3Hq0Qj3Y0E+dWZoYr7e52N1p4655xazeZuRXm6pxhIMUpup5fNEEekw+Ons90f+iKC2OP9101qixDkf+d6caJ6TwBUFIBt4G8oE24DpRFPuPsW08UAOsFEVx2Ykc97Pw+UM4RWnybW+zjV+8VcXSCwvptwwSGgpfbrWyu7qff2xtxRcIRRMpbawys3hSFnnpev7vnSZWt/fw1NWTmFqYxAu3TGfpK3vZ09XPy+VtWOx+ctN0yGwwGDF5TM1OOOoCamp1sWG7mbrmAXyR7eodTj7tseDwDKIQ5AwOinza08vVk7L5XmoOVocfo9XL1l1WGn0O7rmkmAcXlvKYvZL9dju76q3sqrTQ1e2LBIlDfb+LS/+4ldn5Kfz6ygnc+MoeRBnc9dYB/oqI0xjmw7puDPHy6EjB6IMlM8fy4a5u1nSYmJQWD24wqOScnZ8cPYcPt3Xz9Cf1TBhj4NlbJQU4GAjTO+DjuTUN7GmxEQbSdWp6PX4CgTD2gUGCIZFNu3v5oMNIZZ9kXjFolDz//bP426ZmqlsGeKirgkcWj+cf29v4e3kLM3KT6PP5MTq90eH0X+pNvN9k5MDL/UzOTOBX35/EtefkUGdx8OP5Jayp6KHb5OORK8r488dNvNdoJLVcTY9ZGj3JBGHETRwIhHl/vZEKWz8F2jgaHFL+l/h4OVgkn/QLJmQcNdx+cUMLb1Z38pP547hxdh57emxUWRy8V2Hk+9PGHlVTAMBqG+SZV+qoFgf4/fVn8NCVpUyskeIZErVKtrT3saKmE7lSQKeSc8vcfBL1Slbt7abN4+G3H9Xyyq0zqG6x80nj4aR1RyqkN9d18NyuBvqDAZbNK+axopEZWuMNSm44J4+2AQ+z81JZe6iHD5t6eLCglG6Tl9db2rj2rFzGpIzu+/3+IalQy8z8ZMaq9by9p5MfRXLy9Cg8vFXdSUmiZIcemh8Lh6V5s+GpSnYctPDLVVU0uSSPt/vml/BYXhmXT87i6ffqWdlkZEJyPI9cWsrblV08vuhoU4koivxpXROdPi9nZicwp0waKYVCIs9uamAgHCQ3Ucu7d80iWa+i2jaAXZTm4+pN0kPiVFbqn8WJ9vAfBTaIovg7QRAejXx/5Bjb/gb49ASP97mYrR48gyFQQovFQ0t/OysqOlAEBAIRh93aTie3vF6OlzCKMKhlMvyEOWR2MP9/t5Cl1xAMipiDfq75206y9BpumZpHT7sPhRyCwIe1PVAP+pAMt1x6kDQZXSz4/RYuyEplT6+douQ42oxumkJu9johBQVCGMxuP1q5jPY+NwftDjSRtq+t7EZEwCsLs3J3Nw7/ID6ZyI6WPqbqktjU3YsSaHV7uOWN3YCAjzAFBh2dA176BwOsbjBR3mIlMSCjXy7l5LjrjQoMQRlOVRj6IFOlRhOW4ZOFWXWwm0K9npKEOL53Zh6//rgG52CIpa/uZcXS77CzwsovN1YTlImYu3z8cW0D9W1OetxeJmUn8FGTCYAMvZqnFk1kS60FU62fK/ZvpzBZj80eoNI1QIpGSYZBw3enjqGjy82q8m6MgUgAToKGm2fn09fv40CjHYNMTl2nA5t7EPdAkClpCRgEBW1uD23NHsyv+tCLCnZ22cjf143HFeKD5m5a7C4mqRIp0Ovo9/hJFBWka9ScPy4Vi82PXidnb7WN9yqNbGu00BceZHxqHLUWF/1uP7s6pZws1Z0DXFyUwd82NHPZxCzKxhpQKmTcs7CY3n4/a7b38FKwhYFgkPOLU8kIq7jj/+2hcGwcj101cs5EEEQ223sxB/zc89p+Jqclcu8lxdQ3O/mw0sjtCwooHKvnYK2dtW0m4g1Kll1YwlmZSbyyv41rJmTz+FuH6LX5+XeH5Ba57MISVm/p5qDFHi2Ms6K+k/5ggIIUPTfOGEuCRoFcJvDR5h4q+u3ctaCI6n4H9QNO/rCpgaeumSxF2Ral8+yHDXzcaWLdATOvLD2b9ASN5I0kF1Cp5SiVMgry9GzttXBWbiLLt7ayz2HHGw7x5OKJ3D6vkASDkmljktjebonWUP54m4ktbX38+NJiUuOlq3zF7i6aXG5KkuIQRIHkoJLWfg/q6XJ+dm0Zpje87Gq30djvHrVn73AFeG1VG3tM0n913ri0EQ+UVI2aVreHs/OSDv8PYTCgxEaAssyj05+fTpyowl8MzI18Xg5sZhSFLwjCNCAD+BiYfoLH/EyM3YOEhzToUEFiRPzKw37LvmERDkEZkXg9CVEORp8vGgQhysDo9fHbbQ0ja1hGfGbdwuHfOgnh9IVY0dQNMmh1eUYUOraGg9HfeUNhDlocoIAhb1uPTGTIj7834I9uW2t1UdvnGuGnK5Vyk7ZtHfCMWNcXDIyMRpGBU3G4nabBw8EsNl8Am88OwFOf1CCLPLz6vINc9setDIbCBCP7HqvXsXpvD9ZIxieXMUiuTkunx9nHFzgAAApvSURBVIvZ7ee3q+rI1es4YLLjUgZp83jIUkl/htUXwOoLsPZQDxvK+6LKPl+vY0eFhV6bj1BIpCUoDb0/qjfR87KPsX49G2xmnGLEzVCQsbuzH0VYABlsqesjWaFEG5axz2inVXBhE4O0VnqQhyEkg6fX1LEwbQzlfVZ2tdqwyw4XA+l3BUiQKWiyu3ERQh6Gip4B7n33AAOBICvLu5lVnMLj100gJ1VHdqaWDd290Uvgu2WZ/HV1Ky242VdtpzgvbkTPsdPixRmQ2m7y+Ghp7sa1MojZ76PK4iAvW8dd84ppH+9mfCSB3Z5qG++WdzErLYXnNzZTP+Dk9nMKuEw5htoWB30DPnZ0WllR20lmhoalc4p49ntT+O2aWp5YPJG9FTbe3NuBwaBAjsCaNhOpySq+f04enxw0sbPdxroqE3fPKyYUErn30mJsawbZ3WnjvQojt59byOrNPXza1YeIyEOLSrl/4Tiy07TML87go72SK2K9SSpROLy3PH3c4ZHhrh7J9dfhDqBVySlLjCc+UcE9c4oYDIR5cUcrL+5qpcvvJT5RwU8WlB5V4vNIPJ4Q7zcbGQgF0chkNHU4R8yj5Gfq2WPtp93miS7XaOUYNHLwSeas05kTPfsMURR7Ip9NSEp9BIIgyIBngYc+b2eCINwhCMJeQRD29vX1faEGLZib9vlndTwRbEdUtT/mPkdbPnzZKA+JKP/J4/Y/KbT8OdsohFG+A17CeJFqgQJ4REnZx2sU3HFeIXMnpEWVPYDVG2DBlEzuPLeQKRnxtHk8bO2zoIhYBXIStZw34XB92Ok5idw0ayxehaQA85J1XHhGBpWeAd6rM5KXo6c0+bB72n6jnd2DVhzhIAkaSVh+MYxeIScoE0lQK+j2+6hyO6OJuPyKww/2UOQcz8hNpEfh4+N28whln5+iIyVBzUA4SHqymvOKUylIkVy1BgJB8pK0mEI+3qs3RoPQ7r9sHD+YnocC6TL6fztaUCXLovs7UlFtbO7FQwidXI4nGGZOSRqZaZqo++b1kfQFY9P1/Piikmg5w4/ae1jb0UP9gJM5JWncfVExxblxrGs38+Ghbh69pmxEbEVpVjz/uH0mRWlxVDsc7LBaWddmprBAP6Ik4vM3TuXHc4qjaRPkcoGJBQm8cMu0aFSzQi7QEfbwcbuJde1mPqo5HD1eOEbPM9dNYU5JGk8NczscjfsXjePRhWUkJ6t4r9HI6vZu/rGvnXidkrvmS7Eh50+Uro+hAPjRosiHk5mu4fklZ5KToMUXDrO22TwiQPCh75Zyzthk9nXZo8vzsnVMmyQ9iLSqU27a8j9C+LwUnIIgrAdGy/j1c2C5KIqJw7btF0VxRCJvQRCWATpRFJ8RBOEWYPrx2PCnT58u7t279/PPYBRWVRi5/+0KQiLo1TL0KiWCKGJ2DZKolXPJxEze2mskO0GDRinQbvNJ9ka9Er1STpfdh1ohkGZQYxrwI5eJxKmVaJUyjAN+VHKBFL2aHoeP7EQt3sEgbn8QBJGCVAMpOhU7WqwYNHJS9Gp6nX7S49WYHT5c/jAZBiWeQJiSND2VRidnZBuo73UTCoal8nOpepJ1Kna2WDk7P4nmXjeeQIixyToyEzRsa7IQp5aTGqem1+XH4QmSl6wjFBbpsnuZmhuP0e5nMBjG6Q0gl4FcLiNOreCSSZlcUJbBk6uqKcs0UNvj5FeXT2RHs5WDXXam5CRwyaQx/G5tLb5ACK1Kzn9ddQZFaXHY3IPRQBRE0KpkUR//oXUgMGdcGn/a2MjjiyaQpFNFlw/VbW3uc/HU6ppR1wMs39GGdzCIVqWI7uveC0rY0tAHiMwZlz5sWW+kPSJalYKpuYk8uaqaGflJJOrUaFXyYfs9uu39nsFoW4rS4mjuc/HEB9VMGGPg+hl5fFjRzVAwzXAltL+9n5++e5DfXzOFBJ1yxD6GY3MP8s7eTi6ckMH6GvPnuuQd6zdDMv6s3w3//fIdbaO2+3j5MvYxfF+jnc/wdccbcXw87Rttn1/0OCcjgiDsE0VxVEvK5yr8z9lxPTBXFMUeQRDGAJtFUSw9Ypt/AuchdYjiABXwF1EUH/2sfZ+Iwo8RI0aM05XPUvgnOr75EFgC/C7y/sGRG4iieOOwhtyC1MP/TGUfI0aMGDG+fE7Uhv874CJBEBqBCyPfEQRhuiAIfz/RxsWIESNGjC+PEzLpfJXETDoxYsSI8Z/zWSad09tHKUaMGDFOI2IKP0aMGDFOE2IKP0aMGDFOE2IKP0aMGDFOE761k7aCIPQB7Sewi1Tg2IVqTz9i8jiamExGEpPH0ZyMMhkrimLaaCu+tQr/RBEEYe+xZqpPR2LyOJqYTEYSk8fRnGoyiZl0YsSIEeM0IabwY8SIEeM04VRW+H/7phvwLSMmj6OJyWQkMXkczSklk1PWhh8jRowYMUZyKvfwY8SIESPGMGIKP0aMGDFOE046hS8IwiWCINQLgtAUqaN75Hq1IAhvR9aXC4KQP2zdY5Hl9YIgXPy1Nvwr5IvKRBCEFEEQNgmC4BIE4c9fe8O/Ik5AHhcJgrBPEIRDkfcLvvbGf0WcgExmCIJQEXkdFAThyq+98V8BJ6JHIuvzIvfN51by+1YhiuJJ80IqGNgMFCIVUjkITDhim7uBFyKfbwDejnyeENleDRRE9iP/ps/pG5aJHjgXuBP48zd9Lt8CeUwFsiKfJwHGb/p8vgUy0QGKyOcxQO/Q95P1dSLyGLb+XeAd4KFv+nz+k9fJ1sOfATSJotgiiuIg8BZSIfXhLEYqqA7SnzJfEAQhsvwtURT9oii2Ak2R/Z3sfGGZiKLoFkVxG4frqJ8KnIg8Doii2B1ZXg1oBUFQfy2t/mo5EZl4RDFSQR40wKng5XEiegRBEK4AWpGukZOKk03hZwOdw753RZaNuk3kQh0AUo7ztycjJyKTU5EvSx5XA/tFUfR/Re38OjkhmQiCMFMQhGrgEHDnsAfAycoXlocgCHHAI8CvvoZ2fumcbAo/RoyvHEEQJgJPA0u/6bZ8GxBFsVwUxYnA2cBjgiBovuk2fYM8CTwniqLrm27IF+FkU/hGIHfY95zIslG3EQRBASQA1uP87cnIicjkVOSE5CEIQg7wPnCzKIrNX3lrvx6+lGtEFMVawIU0v3EycyLymAk8IwhCG3A/8DNBEJZ9xe390jjZFP4eoEQQhAJBEFRIkykfHrHNUGF1gGuAjaI0y/IhcENk9r0AKAF2f03t/io5EZmcinxheQiCkAh8BDwqiuL2r6vBXwMnIpOCiMJDEISxQBnQ9vU0+yvjC8tDFMXzRFHMF0UxH/gD8F+iKJ48Hm7f9Kzxf/oCLgUakGbZfx5Z9mvg8shnDdLseROSQi8c9tufR35XDyz8ps/lWyKTNsCG1HPr4ghvhZPx9UXlATwOuIGKYa/0b/p8vmGZ/ABpcrIC2A9c8U2fyzcpjyP28SQnmZdOLLVCjBgxYpwmnGwmnRgxYsSI8QWJKfwYMWLEOE2IKfwYMWLEOE2IKfwYMWLEOE2IKfwYMWLEOE2IKfwYMWLEOE2IKfwYMWLEOE34/3q4+QF5Unv3AAAAAElFTkSuQmCC", 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", 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" ] @@ -1795,11 +1795,116 @@ "user_const_stg_instance.plot_selected_sensors(sensors = top_sensors_user_stg, all_sensors=all_sensors)\n", "user_const_stg_instance.annotate_sensors(sensors = top_sensors_user_stg, all_sensors = all_sensors)" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Distance constrained " + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "r = 0.05\n", + "optimizer_distance= ps.optimizers.GQR()\n", + "opt_distance_kws ={\n", + " 'n_sensors':n_sensors,\n", + " 'all_sensors':all_sensors,\n", + " 'r': r,\n", + " 'info': df,\n", + " 'X_axis': 'X (m)',\n", + " 'Y_axis': 'Y (m)',\n", + " 'constraint_option':\"distance\"}\n", + "basis_distance = ps.basis.SVD(n_basis_modes=n_sensors)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The list of sensors selected is: [15658 18378 29993 30516 40091 1769 21456 35709]\n" + ] + } + ], + "source": [ + "# Initialize and fit the model\n", + "model_distance = ps.SSPOR(basis = basis_distance, optimizer = optimizer_distance, n_sensors = n_sensors)\n", + "model_distance.fit(data,**opt_distance_kws)\n", + "\n", + "# sensor locations based on columns of the data matrix\n", + "top_sensors_distance = model_distance.get_selected_sensors()\n", + "\n", + "xdistance, ydistance = ps.utils._constraints.get_coordinates_from_indices(top_sensors_exact,df,Y_axis = 'Y (m)', X_axis = 'X (m)', Field = 'Temperature (K)' )\n", + "\n", + "print('The list of sensors selected is: {}'.format(top_sensors_distance))" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "from matplotlib.patches import Circle\n", + "fig = plt.figure(figsize=(5, 8))\n", + "plt.scatter(X, Y, s=10, c=df['Temperature (K)'], cmap=plt.cm.coolwarm)\n", + "plt.xlabel('X (cm)')\n", + "plt.tick_params(axis='x', labelrotation=90)\n", + "plt.ylabel('Y (cm)')\n", + "cbar = plt.colorbar()\n", + "cbar.set_label('Temperature ($^{\\circ}K$)')\n", + "plt.title('Distance Constrained sensors')\n", + "\n", + "xdistance_values = []\n", + "ydistance_values = []\n", + "for idx in top_sensors_distance:\n", + " xdistance_values.append(df.loc[idx, 'X (m)'])\n", + " ydistance_values.append(df.loc[idx, 'Y (m)'])\n", + "\n", + "xdistance_array = np.array(xdistance_values)\n", + "ydistance_array = np.array(ydistance_values)\n", + "\n", + "plt.plot(xdistance_array, ydistance_array, '*k')\n", + "\n", + "ax = plt.gca()\n", + "\n", + "for i in range(len(xdistance_array)):\n", + " circ = Circle((xdistance_array[i], ydistance_array[i]), r, \n", + " color='k', fill=False, alpha=0.5, linestyle='--')\n", + " ax.add_patch(circ)\n", + "\n", + "# Set aspect ratio\n", + "ax.set_aspect(0.7)\n", + "plt.tight_layout()\n", + "plt.show()" + ] } ], "metadata": { "kernelspec": { - "display_name": "venv", + "display_name": "base", "language": "python", "name": "python3" }, @@ -1813,7 +1918,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.3" + "version": "3.9.7" }, "orig_nbformat": 4 }, diff --git a/examples/spatially_constrained_qr.ipynb b/examples/spatially_constrained_qr.ipynb index 69fbbe7..422508b 100644 --- a/examples/spatially_constrained_qr.ipynb +++ b/examples/spatially_constrained_qr.ipynb @@ -40,7 +40,8 @@ "import pandas as pd\n", "import pysensors as ps\n", "\n", - "from mpl_toolkits.axes_grid1 import make_axes_locatable" + "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", + "from matplotlib.patches import Circle" ] }, { @@ -64,7 +65,6 @@ "name": "stdout", "output_type": "stream", "text": [ - "downloading Olivetti faces from https://ndownloader.figshare.com/files/5976027 to /home/yash6599/scikit_learn_data\n", "Number of samples: 400\n", "Number of features (sensors): 4096\n" ] @@ -126,9 +126,9 @@ "outputs": [ { "data": { - "image/png": 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", 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" + "
" ] }, "metadata": {}, @@ -388,12 +388,14 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -482,7 +484,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "The list of sensors selected is: [2204 4038 3965 320 594 253 878 3618 2331 3999 429 2772 2878 3469\n", + "The list of sensors selected is: [2204 4038 3965 320 594 253 3618 878 2331 3999 429 2814 2772 3469\n", " 211]\n" ] } @@ -517,22 +519,26 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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85vlKF+Eun2NQUBAzZ86kZs2aTJ8+nbfffhuwpn8J75OSU2ouPfgGoFevXnzxxRdMnz6df/75h06dOnHp0iXat29vdWkikhmEhpqPydzOimPHzGsaXSgU3U316tV588036devH9u2bbO6nBRx6T1GgBYtWnDq1CkGDBjA8ePHCQ8P55dffrlpQI6ISLLy5YP77oMNG25etm4dXLtnpaSfoUOHsnjxYlq3bk1ERITLD4R0+T1GgC5dunDw4EFiYmKIiIigcuXKVpckIplJ8+awcCEcPny9bdky8zrn556zrq4swtfXl5kzZ7Jt2zaGDBlidTl35PJ7jCIit/XZZ+YsV0ePms8XLDBnugHo2tWc7aZvX5g3D554Arp3N2e+GT3avOu8TstkiHLlyjFo0CAGDBjAk08+CUBcXByNGzdm3LhxlChRwuIKr8sUe4wiIrf04YfQv785Mh3ghx/M5/37w9mzZluBArBqFRQrBr17wwcfQMOG5vzKOr+YYd59910qVqxI+/btiY6OBmD58uUsW7bM4sqS0h6jiGRuBw6kbL3SpeHXX9O1FLk9Ly8vZsyYQXh4ODNmzKBZs2YULVqUPXv2WF1aEtpjFBGRdGcYBoZh8MADDzBq1CgWLVrE0qVLKVasmILRFXz22Wfs27fP6jJERLKMCRMmEBQUxJgxY2jXrh0PP/wwHTp0IH/+/ApGVzB16lSee+45HA6H1aWIiGQJL730Ei1atOCdd94hPDycypUrc+HCBTZu3Mi+ffuIi4uzusREWTIYP//8c7Zs2cLw4cOtLkVEJEvIlSsXEydOZOvWrZQqVYrJkyeTJ08eNmzYQGxsLEeOHLG6xERZMhgrVKhAv379GDZsGOvXr7e6HPe0cqV5g+jkvtautbo6EbFIyZIl+fHHHxk6dCg5r03jB7AhuQkYLJIlgxHgvffeIzw8nDZt2nAl4d6Nkva6dYOZM5N+FS9udVUiYrGHHnqIv/76i4kTJxIQEICXl5c5O1GtWsnPUpSBsuzlGna7nRkzZvDII4/Qt29fxo4da3VJ7unxx+HZZ62uQkRckIeHBx07dqRjx45mQ7dusGKF+Qd0hQrW1WXZO7uAUqVKMWLECMaNG8fKlSutLsd9XbgAV69aXYVIEg6Hg19++YX4+HirS8naDh6EyEjYuBHmzDHbZs82n0dGmsszWJYORoAePXpQo0YN2rVrR5Tu4p322reHgADw9TWn43Kh8wiStZ04cYIGDRrwzTffWF1K1la4sLl3WL48nDpltp06ZT6vUMFcnsGyfDB6eHgwdepU/vvvP3r27JnYPnXqVEaNGmVhZZmct7c5cfPHH8P8+TBsGGzdah5a3bTJ6upEyJ8/P02bNmXgwIHExsZaXU7W9fXX4HXtrJ5hJH308jKXZ7AsH4wARYoUYdy4cXz11VcsWLAAgM2bNzN9+nSLK8vEHn0UvvsOXn4Znn7anJ9y7VpzVGqfPlZXJwLAsGHDOHDgAF9++aXVpWRdLVtCRETyyyIizOUZTMF4zcsvv0yjRo147bXXOH36NMWKFXO5i04zveLFoUkT8+S6/l3FBZQuXZpWrVoxdOhQLl++bHU54uGR9NGqMix9dxdis9n44osvuHr1Kh07dqRYsWIud9GpWyhQAGJj4dIlqysRAWDQoEGcPn2azz77zOpSsq68eSEkxDyvOGmS+RgSYrZbIMsH4+XLlwkICODFF1/kypUrTJw4ke+//57t27cDsHfvXosrdDP79pkDcbJnt7oSEQCKFi1Khw4dGDVqFOfOnbO6nKwpf37zLikREfD66+bjgQNmuwWyfDD6+/szfvx4Vq1aRYkSJVi3bh3PPvssw4cPx8PDw+Umt800EkaXOduyBX7+GerVs/xQiYizfv36ER0dzUcffZTYFhMTk3jPQMkAPj7mGAQwHy28T2aWvcDfWevWrWnWrBljxozh/fffx9vbG8MwsNvtCsa71aIF+PmZg3Dy5oXt22HyZPD3B432FRcTGhpKt27dGDt2LF26dCE4OJg333yT//77j2+//dbq8iSD6c/2a7Jly0b//v3Zs2cPzz33HBcvXiQmJobffvvN6tIyp6ZN4fRpGDMG3njDvHC3WTPzOsaSJa2uTuQm77zzDl5eXowcORKAs2fPcuzYMYurEisoGG8QEhLC559/zv/+9z8eeOAB/Pz8ALBFRvJo//7YIiMtrjCT6NbNPE/w33/gcMDRo5onVVySce2audy5c/P2228zceJEDh48iN1u163psigF4y2ULl2anTt38scffwBg+/pr7tu6FZtmyRBxK59//jmFCxdmxYoVdO/enZw5czJkyBAFYxamYLwdpzn8PObOBcBjzhxL5/ATkbT1zDPPULRoUWrXrs2IESPo3bs306ZN49KlSwrGLEqDb27HeY6+hNFSp0+b19gkSJi6SEQypeDgYJYuXcro0aPp378/4eHhBAcHs379enwsHBkp1tEe4+04zeFnuxaANovn8BORtOfp6Unv3r35888/OXv2LGfOnGHPnj1cvHjR6tLEAgrG23HBOfxEJP1UqlSJTZs28fzzzwNwKrnrccXtKRhTyLh2QbqhC9NF3FqOHDmYMWMGI0aM4Omnn3aZu8pLxtE5xju5NoefkS8fWypVouy6ddiOHLFsDj8RyRh9Eu4C4yJ3lZeMo2C8k2tz+MXZbBxcvJjS48bhYRiWTlfkrmbMmEHRokV57LHHrC5FsrqDB82BdjZb0rvKt21rDrjLkwcKFbK2Rkk3CsaU8PExL1IH8wfF29vaetzUypUr6dWrF9u2bSMkJMTqciQrS25EesJd5RNoRLrb0gkzcRnvv/8+np6edOjQIXE2EhFLuOBd5SXjKBjFZdx3331MnjyZBQsWMHXqVKvLkcyqXTtzL+9WXym5x6pGpGdpOpQqLqVJkya0b9+e7t2788QTT1CkSBGrS5LM5vXXoU6dpG2GAR07modI8+VL3fY8PCA+/vqjuD0Fo7iccePGsXz5ctq1a8eKFSvw0CUykhpVq5pfzv74Ay5fTt2eXsJd5QsUgFdegSlT4PBhjUjPAvQbR1xOQEAA06ZNY/Xq1YwbN87qcsQdzJplHkZ96aWUv8bF7iovGUfBKC6pZs2a9OzZk759+/L3339bXY5kZg4HzJ1r3jTbebRpSrjQXeUl4ygYxWUNHz6cokWL0rp1a2JjYwHYvn07nTp10qhVSblffzXvC6oBM5JCCkZxWX5+fsycOZOtW7cybNgwAHbt2sWkSZM4efKkxdVJpjFrFtjtcG3+U5E7UTCKSytfvjz9+/dnxIgRREREUKxYMQD27NljcWWSKVy8CPPnQ/36EBRkdTWSSSgYxeX16dOHRx55hDZt2iTOiLN3716Lq5JM4aefUj8aVbI8BaO4rObNm/Pkk0+yfft2ZsyYwaFDhxg6dChhYWHaY5SU+eYbyJ4dnn7a6kokE1Ewisvq3Lkz+/fvp1y5crz//vv06dOHTz/9lKCgIAWj3NmpU/Dbb/DMM+Dvb3U1konoAn9xWbVq1WLbtm188cUXDBw4kEuXLlGoUCH27NmDtyZylzuZMweuXtVhVEk17TGKS7Pb7bzxxhvs3buXnj17cvz4ca5cucLWrVutLk1c3TffmLPU3Dg9nMgdKBglUwgICGD48OHs3r2b6tWr4+XlZV7LqLury62sWQMnToCnp9WVSCajYJRMpUCBAqxatYpLly5hs9lgxozrd1cXEUkDOscomY/uri4i6UjBKJmP7q4uIulIh1Il89Hd1UUkHVkajKtXr6Zx48aEhYVhs9n46aefkiw3DIMBAwYQGhqKn58fderUYffu3dYUK65Dd1cXkXRkaTBeunSJhx9+mPHjxye7/IMPPuCTTz5h0qRJREREkC1bNurXr090dHQGVyouK+EmxrqZsYikEUvPMTZo0IAGDRoku8wwDMaNG0e/fv1o0qQJADNmzCA4OJiffvqJF154ISNLFVeju6uLSDpx2cE3+/fv5/jx49Rxujg3MDCQypUrs2bNGgVjVpdwd3Vvb3MATocOEBt76xvJxsfDyZN4nztn3nHBXWfOcTjwjI6GS5fMWy25G8OA8+fNzzE+Ps02u2TJEvz8/Hj88cfTbJuSeblsMB4/fhyA4ODgJO3BwcGJy5ITExNDTExM4vOoqCgAHA4HDofjrutJeO29bMOVZcr+eXiYU345P79V/SdPYs+fn+SPT7gPO9DI6iLSmR1oAFyuUQPy5UuTbS5evJivvvqKjRs3UrBgwTTZ5r3IlD+PqWBF/1LzXi4bjHdr5MiRDB48+Kb2JUuW4J8GEwkvXbr0nrfhyty1f97nzrl9KGY1q1atIjZnzjTZVoUKFZg5cybPPPMMgwcPxsNFzlm7689jgozs3+XLl1O8rssGY8J9906cOEFoaGhi+4kTJwgPD7/l6/r06UOvXr0Sn0dFRVGgQAHq1atHQEDAXdfjcDhYunQpdevWxe6Gh6jcvX9cvJj47eX9+7Gn0S9UV+NwOFi+fDm1atVyz8/x0iXs+fMDUKNBA+y5cqXZpoOCgmjQoAEHDhygS5cuabbdu+HuP49W9C/h6GFKuGwwFilShJCQEJYtW5YYhFFRUURERNCpU6dbvs7HxwefZM4z2e32NPkA0mo7rspt++d0TtGeM6fbBiMOB3G+vmYf3fFzdOqT3ds7Tfv45JNP0rVrV/r27UuDBg0oUaJEmm37brntz+M1Gdm/1LyPpccLLl68yObNm9m8eTNgDrjZvHkzhw4dwmaz0aNHD4YNG8bPP//M1q1badOmDWFhYTRt2tTKskXETY0aNYqCBQvSunVrtz2/J3dmaTBu2LCBcuXKUa5cOQB69epFuXLlGDBgAADvvPMOXbt2pUOHDlSsWJGLFy/yyy+/4Ovra2XZIuKm/P39mTlzJps2bWLkyJFWlyMWsfRQas2aNc1bB92CzWZjyJAhDBkyJAOrEpGsrFKlSvTt25ehQ4fSsGFDKlSoYHVJksFcY+iViIgL6devH2XLlqVNmzZcuXIFgJMnT9K9e3cdYs0CFIwiIjfw9vZm5syZ7Nu3j/feew+A3bt388knn7Bz506Lq5P0pmAUEUlGqVKlGDFiBGPHjmXFihUUK1YMgL1791pcmaQ3BaOIyC306NGDGjVq0K5dO/z8/MiWLRt79uyxuixJZwpGEZEbvPnmmzRu3Jjt27czbdo0zpw5Q8+ePSlWrJiCMQtQMIqI3ODpp59mx44dPPzwwwwbNoxBgwYxdepU/P39dSg1C3DZmW9ERKxSo0YN/v77byZNmsSQIUP49ttveeCBB9i8eTN5dWszt6c9RpGUuHgRBg6EJ5+E3LnNW11Nm3b71zgcUKqUue6HH2ZImZJ2vL296datG3v27KFLly4cPHiQ6OhoDh06RGxsrNXlSTpSMIqkxOnTMGQI/PMPPPxwyl7z6adw6FD61iXpLmfOnLz//vvs3LmTGjVq4OHhYd6pYcMGqFXLfBS3omAUSYnQUDh2DA4ehNGj77z+yZNmkL77bvrXJhmiUKFCrFy5EofDQc6cOWHGDFixAmbOtLo0SWMKRpGU8PGBa7dCS5HeveHBB6FVq/SrSTLewYN4bNoEGzfCnDlm2+zZ5vPISPMPJ8n0NPhGJK2tWwfTp8Mff5jnF8V9FC58/fuEz/bUKShf/nr7beZ/lsxBe4wiackwoGtXaNECqla1uhpJa19/DV7X9icSAjDh0cvLXC6ZnvYYRdLStGmwdSt8953VlUh6aNkSSpZMuoeYICICHnkk42uSNKc9RpG0EhUFffrA229DgQJWVyPpzcMj6aO4DX2iImnlww8hNtY8jHrggPn177/msrNnzee6/i3zy5vXHIhVvjxMmmQ+hoSY7eIWdChVJK0cOmQGYOnSNy8bMcL82rQJwsMzvDRJQ/nzm3/keHubA3A6dDD/4PHxsboySSMKRpG00q0bNG2atO3kSXj9dWjXDpo0gSJFrKhM0ppzCNpsCkU3o2AUSanPPoNz5+DoUfP5ggXXD5V27WoOvLhx8MWBA+Zj6dI3h6aIuCQFo0hKffhh0gu4f/jB/ALzQv7AQGvqEpE0pWAUSamEvb/UKFxYF3yLZDIalSoiIuJEwSgiIuJEwSgiIuJEwSgiIuJEwSgiIuJEwSgiIuJEwSgiIuJEwSiSzuLi4vjvv/+sLkNEUkjBKJLOpkyZQsmSJTl//rzVpYhICigYRdJZo0aNuHDhAh999JHVpYhICigYRdJZWFgYXbt2ZcyYMZw8edLqckTkDhSMIhng3XffxdPTk5EjR1pdiojcgYJRJAMEBQXx1ltvMWHCBA4dOmR1OSJyGwpGkQzSo0cPAgMDGTJkiNWliMhtKBhFMkiOHDno27cv06ZNY+fOnVaXIyK3oGAUyUAdO3YkLCyMAQMGJLY99dRTLFy40MKqRMSZglEkA/n6+jJw4EDmzp3Lpk2bAIiIiGDr1q0WVyYiCRSMIhmsbdu2PPDAA7z33nsA2O12HA6HxVWJSAIFo0gG6d27N2+//TZXr15l6NChLF68mN9//13BKOJiFIwiGaRMmTJ8+umnVK5cmVKlShEeHk7fvn0VjCIuRsEokkFatWrFunXruHr1KhUrVqRatWr88ccfxMbGKhhFXIiCUSQDlS1blvXr19O+fXvGjx9P7ty5OXnyJLGxsVaXJiLXKBhFMpi/vz8TJkzgp59+4urVq8TGxrJjxw6ryxKRaxSMIhZp0qQJ27dvp3jx4hQvXhw2bIBatcxHEbGMl9UFiGRl+fLlY/fu3eaTbt1gxQqYORMqVLC2MJEsTMEoYqWDB+H0abDZYM4cs232bGjbFgwD8uSBQoWsrVEki1EwilipcOHr39ts5uOpU1C+/PV2w8jQkkSyOp1jFLHS11+D17W/TxMCMOHRy8tcLiIZSnuMIlZq2RJKlky6h5ggIgIeeSTjaxLJ4izdYxw5ciQVK1YkR44c5M2bl6ZNm950O57o6Gg6d+5MUFAQ2bNnp3nz5pw4ccKiikXSkYdH0kcRsYSlP4GrVq2ic+fOrF27lqVLl+JwOKhXrx6XLl1KXKdnz54sWLCAefPmsWrVKo4ePUqzZs0srFokjeXNCyEh5l7jpEnmY0iI2S4iGc7SQ6m//PJLkufTpk0jb968REZGUr16dc6fP8+UKVOYNWsWtWrVAmDq1KmULFmStWvXUqVKFSvKFklb+fPDgQPg7W0OwOnQAWJjwcfH6spEsiSXOsd4/vx5AHLnzg1AZGQkDoeDOnXqJK5TokQJChYsyJo1a5INxpiYGGJiYhKfR0VFAeBwOO5pPsqE17rrnJbu3j8cDuyJ3zrA1frp4QFXryZ9fhc16nN0D+7+OVrRv9S8l8sEY3x8PD169KBatWqUKVMGgOPHj+Pt7U3OnDmTrBscHMzx48eT3c7IkSMZPHjwTe1LlizB39//nutcunTpPW/Dlblr/zyjo2l07fvly5cT5+traT3pTZ+je3DXzzFBRvbv8uXLKV7XZYKxc+fObNu2jT/++OOettOnTx969eqV+DwqKooCBQpQr149AgIC7nq7DoeDpUuXUrduXex2+51fkMm4e/9wOm9dq1Yt7Df8seUu9Dm6B3f/HK3oX8LRw5RwiWDs0qULCxcuZPXq1eTPnz+xPSQkhNjYWM6dO5dkr/HEiROEhIQkuy0fHx98kjk3Y7fb0+QDSKvtuCq37Z9Tn9y2j07cto/6HN1KRvYvNe9j6ahUwzDo0qULP/74I8uXL6dIkSJJlpcvXx673c6yZcsS23bu3MmhQ4eoWrVqRpcrIiJZgKV7jJ07d2bWrFnMnz+fHDlyJJ43DAwMxM/Pj8DAQF555RV69epF7ty5CQgIoGvXrlStWlUjUkVEJF1YGowTJ04EoGbNmknap06dSrt27QAYO3YsHh4eNG/enJiYGOrXr8+ECRMyuFIREckqLA1GIwWTI/v6+jJ+/HjGjx+fARWJiEhWp7mnREREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRUREnCgYRe5FTAy8+y6EhYGfH1SuDEuXWl2ViNwDBaPIvWjXDsaMgZYt4eOPwdMTGjaEP/6wujIRuUteVhcgkmmtWwezZ8Po0fDWW2ZbmzZQpgy88w789Ze19YnIXdEeo8jd+u47cw+xQ4frbb6+8MorsGYNHD5sXW0ictcUjCJ3a9MmeOABCAhI2l6pkvm4eXOGlyQi907BKHK3jh2D0NCb2xPajh7N2HpEJE0oGEXu1pUr4ONzc7uv7/XlIpLpKBhF7pafn3m5xo2io68vF5FMR8EocrdCQ83DqTdKaAsLy9h6RCRNKBhF7lZ4OOzaBVFRSdsjIq4vF5FMR8EocreefRbi4mDy5OttMTEwdao5A06BAtbVJiJ3TRf4i9ytypXhueegTx84eRKKF4fp0+HAAZgyxerqROQuKRhF7sWMGdC/P8ycCWfPQtmysHAhVK9udWUicpcsPZQ6ceJEypYtS0BAAAEBAVStWpXFixcnLo+OjqZz584EBQWRPXt2mjdvzokTJyysWLKs3bvhhRcgf37w94cSJWDIEIiPN6eEO3bMHI26bh3Ur291tSJyDywNxvz58zNq1CgiIyPZsGEDtWrVokmTJvz9998A9OzZkwULFjBv3jxWrVrF0aNHadasmZUlS1Z0+LA5m83atdClC4wbB1WrwsCB8OKLVlcnImnM0kOpjRs3TvJ8+PDhTJw4kbVr15I/f36mTJnCrFmzqFWrFgBTp06lZMmSrF27lipVqlhRsmRFM2fCuXPmHTNKlzbbOnQw9xZnzDAPoebKZWmJIpJ2XOYcY1xcHPPmzePSpUtUrVqVyMhIHA4HderUSVynRIkSFCxYkDVr1twyGGNiYohxuug66tpQeofDgcPhuOv6El57L9twZe7ePxwO7InfOiAV/fQ4exZPwJE7d5LXeeTNi4eHB1dttlRtLz3pc3QP7v45WtG/1LyX5cG4detWqlatSnR0NNmzZ+fHH3+kVKlSbN68GW9vb3LmzJlk/eDgYI4fP37L7Y0cOZLBgwff1L5kyRL8/f3vud6lbn4TWnftn2d0NI2ufb98+XLiEqZtS4G8/v5UBU43bcqOF14gNkcOcu/cSfiECRx46im2rVqVLjXfC32O7sFdP8cEGdm/y5cvp3hdy4PxwQcfZPPmzZw/f57vvvuOtm3bsuoeftH06dOHXr16JT6PioqiQIEC1KtXj4Ab74KQCg6Hg6VLl1K3bl3sdvudX5DJuHv/uHQp8dtatWphv+EPrttq2JA4Dw9C3n+f0HXrEpvjevem4JAhFEzDMu+VPkf34O6foxX9i7pxIo7bsDwYvb29KV68OADly5dn/fr1fPzxx7Ro0YLY2FjOnTuXZK/xxIkThISE3HJ7Pj4++CQzsbPdbk+TDyCttuOq3LZ/Tn26qz4WK2ZegtG8OQQFwf/9H57vv49nvnzmgBwXo8/RPbh7HzOyf6l5H8uD8Ubx8fHExMRQvnx57HY7y5Yto3nz5gDs3LmTQ4cOUbVqVYurlCxl9mxzsM2uXeblGgDNmpmDb9591xyZGhRkbY0ikmYsDcY+ffrQoEEDChYsyIULF5g1axYrV67k119/JTAwkFdeeYVevXqRO3duAgIC6Nq1K1WrVtWIVMlYEyZAuXLXQzHB00/DtGnmDYudBondzpEjRwgNDcXDQ7MxirgqS4Px5MmTtGnThmPHjhEYGEjZsmX59ddfqVu3LgBjx47Fw8OD5s2bExMTQ/369ZkwYYKVJUtWdOJE8pdjJIxyu3o1xZuqVKkSzz33HOPGjUub2kQkzVkajFPuMJ+kr68v48ePZ/z48RlUkUgyHngAliwxD6U+8MD19m+/BQ8Pcxq4FHr77bfp2bMnTZo04YknnkiHYkXkXul4jsidvP22eReNxx+HoUPNQ6sNG8JPP8HLL6fqvovdunWjZs2atGvXjvPnz6dfzSJy1xSMIndSvTr89ReUL2+GYo8esHcvDB8OEyemalMeHh5MmzaNs2fP0qNHj3QpV0TuTaqDsW3btqxevTo9ahFxXZUqwaJF5mThsbGwcyf07QteqT8bUahQIT755BOmTZvGTz/9lPa1isg9SXUwnj9/njp16nD//fczYsQIjhw5kh51ibi1tm3b0qRJEzp06MDJkyetLkdEnKQ6GH/66SeOHDlCp06dmDNnDoULF6ZBgwZ89913bjuvn0has9lsTJ48GYAOHTpgGIbFFYlIgrs6x3jffffRq1cvtmzZQkREBMWLF6d169aEhYXRs2dPdu/endZ1iridvHnz8vnnnzN//nymT5+e2H78+PHEW6+JSMa7p8E3x44dY+nSpSxduhRPT08aNmzI1q1bKVWqFGPHjk2rGkXc1jPPPEPbtm3p3r07Bw8eBGDChAk8++yzFlcmknWlOhgdDgfff/89jRo1olChQsybN48ePXpw9OhRpk+fzm+//cbcuXMZMmRIetQr4nY+/vhjAgMDad++PfHx8YSGhrJnzx6upmLiABFJO6keUhcaGkp8fDwvvvgi69atIzw8/KZ1nnjiiZtuFyUiyQsMDGTatGnUrl2bTz/9lJIlS3L16lUOHTpE0aJFrS5PJMtJ9R7j2LFjOXr0KOPHj082FAFy5szJ/v3777U2kUzr4sWLd7z/m2EYjB49mt9//51atWrRrVs3evfujc1mA2Dv3r0ZUaqI3CDVwdi6dWt83fzmoCL3qnfv3lSuXJno6OhbrmMYBosWLaJ69eo888wzvPzyyxQqVIg+ffrg5eXFnj17MrBiEUmgmW9E0sHrr7/Orl276N+//y3X8fDwYNmyZXzzzTds3LiRChUqULZsWTZt2kRAQICCUcQiCkaRdPDQQw8xbNgwPvroo9vOFOXh4cFLL73Ezp07GTFiBEuWLMFut3PmzBk2bNiQgRWLSAIFo0g66dWrF9WqVaNt27ZcuHDhtuv6+vry9ttvs3fvXjp06ADAli1bzIUbNkCtWuajiKQ7BaNIOvH09GT69OmcOnWKXr16peg1QUFBfPLJJ6xfv55p06aZjTNmwIoVMHNm+hUrIokUjCLpqGjRoowdO5Yvv/yShQsXpvh1Fe67j6YFCsDGjTBnjtk4e7b5PDISrk0GICJpz9IbFYtkBa+++io//fQTr776Ktu2bSNPnjx3flHhwte/v3b5BqdOmbe+SqD5VUXShfYYRdKZzWbjyy+/xOFw0KlTp8QJw+Pj41mzZk3yL/r66+u3tEoIwIRHLy9zuYikCwWjSAYIDQ1l0qRJfPfdd8yaNQuArVu38uijj7Jjx46bX9CyJUREJL+xiAhzuYikCwWjSAZ57rnneOmll+jSpQv//vsvefPmBWDnzp23f6GHR9JHEUlX+kkTyUCfffYZ/v7+vPzyywQHB+Pv73/rqd/y5oWQEPO84qRJ5mNIiNkuIulGg29EMsBvv/3GiRMneOGFF5g6dSr169dn0qRJFC9e/NYz3OTPDwcOgLe3OQCnQweIjQUfnwytXSSr0R6jSAbYsGEDrVq14pFHHgHgjTfe4K233iI4OPj2U7/5+FwflWqzKRRFMoCCUSQD9O7dm7Vr1xIQEED9+vXZuXMnefLkYdu2bbqLhoiLUTCKZJDKlSuzevVqfvzxRw4dOsS///7LsWPHOHDgAA6Hw+ryROQaBaNIBrLZbDRt2pS///6bTz75BD8/P+Lj4837l2pOVBGXoGAUsYDdbqdLly4cOnSI4cOHU7x4cc2JKuIiFIwiFspz6RJ969fHY/NmzYkq4iJ0uYaIlTQnqojL0R6jiJU0J6qIy9Eeo4iVWraEkiWT7iEmiIiAa9c9ikjG0R6juIaLF2HgQHjyScid2zysmHCjXmfr1sEbb5hBYrdfP/zoDjQnqohL0E+guIbTp2HIEPjnH3j44Vuvt2gRfPmlGYhFi2ZcfelJc6KKuBQdShXXEBoKx46ZgbBhA1SsmPx6nTrBu++Cnx906QK7dmVsnelBc6KKuBQFo7gGHx8zFO8kODj9a7GCcwhqTlQRS+lQqoiIiBMFo4iIiBMFo4iI3L2UjCiPjzfbnn4aChTAK2dOnujWDY8RIyA62oqqb0vBKCIidy8lI8ovX4b27c1ZnTp2JO6jjzh7//14DBkCDRq43OxOGnwjIiJ3LyUjyr294c8/4dFHATAcDjaHhpK/WjU8hwyBZcugTp0MLvzWtMcoIiJ3LyUjyr29E0PRWXyTJuY3//yTDoXdPQWjiIhYwnbihPlNnjzWFnIDHUoV1/HZZ3DuHBw9aj5fsAD+/df8vmtXCAw0b8OUcL/ChBv6DhtmPhYqBK1bZ2jJInL3PD76CAICzPOMLkTBKK7jww+T3n/whx/ML4BWrcxg3L8f+vdP+rqE5zVqKBhFMon7583DY9kymDABcua0upwkFIziOg4cuPM6NWu63Ag2EUkd29y5lJw1i/j27fHo1Mnqcm6ic4wiIpJxli7F8+WXOVG+PHHjx1tdTbIUjCIikjEiIuCZZzDKl2f9229fv0m3i1EwiohI+vvnH3jqKShcmLiffiLehSfKd824FhGRzONOI8o9PKB+fTh7Ft5+G9uiReTfsgXb2bPmXmOxYlC1qmXl38hlgnHUqFH06dOH7t27M27cOACio6N58803mT17NjExMdSvX58JEyYQ7K63HhIRyYzuNKIc4PBh87F3b7yA8s6vb9vWpYLRJQ6lrl+/ns8//5yyZcsmae/ZsycLFixg3rx5rFq1iqNHj9KsWTOLqhQRkWQdOGCOFk/uq3Bh88upzREby/yffsIRG2u23TjpuMUs32O8ePEiLVu25IsvvmBYwoXawPnz55kyZQqzZs2iVq1aAEydOpWSJUuydu1aqlSpYlXJkhk5X+Jx6RLY7dbVkp4cDjyjo923j5cuXf9el+1IOrE8GDt37sxTTz1FnTp1kgRjZGQkDoeDOk4Ty5YoUYKCBQuyZs2aWwZjTEwMMTExic+joqIAcDgcOByOu64z4bX3sg1Xlpn7d/LkSTp06MDnn39+68Ps58+TEBP2/PkzrLaMZgcaWV1EBnGcPw/Zs1tdRrrIzD+PKWFF/1LzXpYG4+zZs9m4cSPr16+/adnx48fx9vYm5w0zIgQHB3P8+PFbbnPkyJEMHjz4pvYlS5bg7+9/zzUvXbr0nrfhyjJj/y5dusSqVavo2LEjr732WrLreJ87h2tNOiX3atWqVcS62IwpaS0z/jymRkb27/Llyyle17JgPHz4MN27d2fp0qX4+vqm2Xb79OlDr169Ep9HRUVRoEAB6tWrR0BAwF1v1+FwsHTpUurWrYvdDQ9RZfb+7du3jyFDhjBu3DgKFSp08wrx8VyuUYNVq1ZRo0ED7N7eGV9kBnA4HCxfvpxatWplys/xjgwDx/nz5ufYvDl2Fx7yfy8y+8/jnVjRv4SjhylhWTBGRkZy8uRJHnnkkcS2uLg4Vq9ezWeffcavv/5KbGws586dS7LXeOLECUJuc4sTHx8ffJL5YbHb7WnyAaTVdlxVZu1fz549+fTTTxkxYgRfffVV8ivly0dszpzYc+XKlH1MEYeDOF9f7Dlzum8fs2c3P0cfH/ft4zWZ9ecxpTKyf6l5H8tGpdauXZutW7eyefPmxK8KFSrQsmXLxO/tdjvLli1LfM3OnTs5dOgQVV1oWK+4hmzZstGvXz+mT5/Ojh07rC5HRDIxy/YYc+TIQZkyZZK0ZcuWjaCgoMT2V155hV69epE7d24CAgLo2rUrVatW1YhUSVaHDh348MMPGTBgAHPnzrW6HBHJpFziOsZbGTt2LI0aNaJ58+ZUr16dkJAQfki4aFTkBj4+PgwaNIh58+axceNGq8sRkTv4/vvv6du3r9Vl3MSlgnHlypWJs94A+Pr6Mn78eM6cOcOlS5f44Ycfbnt+UaR169Y8+OCD9OvXL7Ft9erVrFy50rqiRCRZ0dHRjBw5MtkrE6zkUsEocq+8vLwYOnQoixcv5vfffwdg3LhxfPDBBxZXJiI3euGFFyhZsmSSP2RdgYJR3E7z5s0pV64cffv2xTAMvLy8uHr1qtVlicgNPD09GTp0KEuWLHGpozoKRnEbu3btYuHChdhsNoYPH84ff/zBr7/+it1ud9sZREQyu2bNmlG+fHnee+89DBeZ5k/BKG7j999/p3Hjxrz00ktUrVqVxx57jL59++Lp6algFHFRNpuNESNG8Ndff7Fo0SKrywEUjOJGXnnlFb799lsWLVpEuXLleOmll9i0aRNHjhxRMIq4sLp161KjRg3ee+894uPjrS5HwSju5YUXXmDLli2EhobStWtXihcvnjghvYi4poTTH1u2bGHevHmJ7ZMmTeLcuXMZXo+CUdxO4cKFWb16NX379mXfvn2cP3+eU6dOWV2WiNxGtWrVeOqpp+jfvz9Xr17l0qVLdOrUiV9++SXDa1Ewilvy8vJiyJAhrFixAn9/fy5cuIAtMpJH+/fHFhlpdXkikoxhw4axe/dupk+fjpeXOTGbFUd7FIzi1qpXr86hQ4f466+/sH39Nfdt3Yrtm2+sLktEnPzyyy/s2bOH8PBwWrRoweDBgxMvsVIwiqS1gwcJOnCAUtHReFybP9VjzhzYuBEiI+HgQYsLFJERI0YQHh7OtGnTGDx4MEePHuXLL7/EZrNZEoyW3qhYJN0VLnz9e5vNfDx9GsqXv97uItdOiWRVixYtolu3brRv354XXniBl156ieHDh2O32y2ZnEN7jOLevv4arp2rsF0LwIRHvLzM5SJiqezZs/PVV18lXm61YsUKzp49C+hQqkjaa9kSIiKSXxYRYS4XEZeQcLlVgQIFiIuLIzY2lvPnz2d4HQpGyTIMD48kjyLiehIut+rZsycAe/fuhQ0boFYt8zED6ByjuL+8eSEkBCNfPrZUqkTZdeuwHTlitouIy/Hy8uKjjz6iRYsWlCxZEt57D1asgJkzoUKF9H//dH8HEavlzw8HDhBns3Fw8WJKjxuHh2GAj4/VlYnIrRw8SCVPT9i9G+bMMdtmz4a2bc0Bc3nyQKFC6fLWCkbJGnx8IOEkvs0G3t7W1iMit5fciPJTpzJkRLlOtoiIiOtxGlGeGIAZNKJce4wiIuJ6WraEkiWT7iEmiIiARx5Jt7fWHqOIiLi2hJHkGTSiXMEoIiKu6dqIcsqXh0mTzMeQkHQfUa5DqSIi4pqujSjH29scgNOhA8TGpvuIcgWjiIi4LucQtNky5DIrHUoVERFxomAUERFxomAUERFxomAUERFxomAUERFxomAUERFxomAUERFxomAUERFxomAUERFxomAUERFxomAUERFxomAUERFxomAUERFxomAUERFxomDMKi5ehIED4cknIXdu8/Yt06bdtJptyhSoUQOCg83buxQpAu3bm/dEExHJAnQ/xqzi9GkYMgQKFoSHH4aVK5NdzbZ5sxmGTz8NuXLB/v3wxRewcCFs2QJhYRlatohIRlMwZhWhoXDsGISEwIYNULFisqvFf/opnnZ70samTaFCBZgxA3r3Tv9aRUQspEOpWYWPjxmKd6NwYfPx3Lm0qkZExGVpj1GS999/EBcHhw6Zh2ABate2tiYRkQygYJTk5csHMTHm90FB8MknULeutTWJiGQABaMkb/FiiI6Gf/6Br7+GS5esrkhEJEMoGCV5TzxhPjZoAE2aQJkykD07dOlibV0iIulMg2/kzooVg3Ll4JtvrK5ERCTdaY9RUubKlevnHEVE3Jj2GCWRLS4Ozp69ecG6dbB1q3kto4iIm9MeY1by2WfmtYhHj5rPFyyAf/81v+/YEc8rV/AqWhRatIDSpSFbNjMQp06FwEDo39+y0kVEMoqle4yDBg3CZrMl+SpRokTi8ujoaDp37kxQUBDZs2enefPmnDhxwsKKM7kPPzTDbeJE8/kPP5jP+/eHs2eJ8/Eh/uWXzZlxBg+Grl3NqeBefBEiI+H++62tX25v40Y8n3mGBq1a4RUYaA6Y+uQTq6sSyXQs32MsXbo0v/32W+JzL6/rJfXs2ZP/+7//Y968eQQGBtKlSxeaNWvGn3/+aUWpmd/tJgJ3ODC2byf+o49unhJOXN+SJdC4MYSHs/P55ylZsSJeBw5cPyIgIilmeTB6eXkRksxUZefPn2fKlCnMmjWLWrVqATB16lRKlizJ2rVrqVKlSkaXKuKaoqKgTRt46inivv2Wfb/8QomGDUF/4IjcFcsH3+zevZuwsDCKFi1Ky5YtOXToEACRkZE4HA7q1KmTuG6JEiUoWLAga9assapcEdczaxacOAHDh4OHB57R0RAfb3VVIpmWpXuMlStXZtq0aTz44IMcO3aMwYMH8/jjj7Nt2zaOHz+Ot7c3OXPmTPKa4OBgjh8/fsttxsTEEON0WUFUVBQADocDh8Nx17UmvPZetuHK3L1/4L599FyyBFtAAHEHD+LZpAmNdu/GyJaNuJYtif/wQ/D1tbrENOWun6Mzd++jFf1LzXvZDMMw0rGWVDl37hyFChVizJgx+Pn50b59+yQhB1CpUiWeeOIJ3n///WS3MWjQIAYPHnxT+6xZs/D390+XukWsVLNHD7IdOwbAoTp1OF2mDHm2baPo//0f/z7+OJFvvmlxhSLWu3z5Mi+99BLnz58nICDgtuu6VDACVKxYkTp16lC3bl1q167N2bNnk+w1FipUiB49etCzZ89kX5/cHmOBAgU4ffr0Hf8xbsfhcLB06VLq1q2L3Q3P3bh7/8B9++hVogS2ffuI69CBmLFjE/vo06MHnl98gePvv91qRLG7fo7O3L2PVvQvKiqKPHnypCgYLR984+zixYvs3buX1q1bU758eex2O8uWLaN58+YA7Ny5k0OHDlG1atVbbsPHxwcfH5+b2u12e5p8AGm1HVfl7v0DN+yjnx8Ani1bJvbLbrfj2aoVfPEF9g0boFQpKytMF273OSbD3fuYkf1LzftYGoxvvfUWjRs3plChQhw9epSBAwfi6enJiy++SGBgIK+88gq9evUid+7cBAQE0LVrV6pWraoRqSLOwsLg778hODhpe9685mNysxmJyC1ZOir133//5cUXX+TBBx/k+eefJygoiLVr13LfffcBMHbsWBo1akTz5s2pXr06ISEh/PDDD1aWnGUNHTqUPXv2WF2GJKd8efPxyJGk7QkzHF37eRKRlLF0j3H27Nm3Xe7r68v48eMZP358BlUktzJ37lzWrFnDokWLrC5FbvT88zBqFEyZAo8/fr39yy/Bywtq1rSsNJHMyKXOMYrr6t+/Py1atOD333/ncedfvmK9cuXg5Zfhq6/wjI2lcO7ceM6cCd9/D336mIdaRSTFFIySIs8++yzh4eH07duX1atXY7PZrC5JnE2aBAULYps6lYeOHMFWuDCMHQs9elhdmUimY/nMN5I5eHh4MHz4cP744w9+/fVXq8uRG9ntMHAgV3fvZsF333F1+3aFoshdUjBKijVo0IBq1arx3nvv4WKXv4qIpBkFo6SYzWZjxIgRbNy4UaODRcRtKRglVapXr079+vXp168fcXFxAJw5c0YTu4uI21AwSqoNHz6cHTt2MHPmTABmzJhBkyZNLK5KRCRtKBgl1cqXL0/z5s0ZNGgQMTExGIbB5cuXrS5LRCRNKBglxRwOB5GRkRiGwZAhQzh8+DBffvkldrudq1evWl2eiEiaUDBKikVGRlKhQgVatWpF/vz5ad26NUOHDiUuLs5t7xsnIlmPglFSrEqVKnzzzTcsXLiQ8PBwnn76ac6cOcPvv/9OfHw88bprfKbRpk2bxHPEIpKUglFS5aWXXmLz5s0EBwfz/PPP88gjj7B48WIAHU7NRAIDA3n99dfZvXu31aWIuBwFo6RakSJFWL16Nb1792bdunWJA290ODXzGDVqFGFhYbRp00Z/0IjcQMEod8VutzNs2DBWrFhBjhw5ADQbTiaSLVs2ZsyYwbp16/jggw+sLkfEpSgY5Z7UqFGDf/75h/fff5/sO3ZArVqwYYPVZUkKPProo7z77rsMHDiQTZs2WV2OiMtQMMo9y5cvH++88w7MmAErVoAGdWQagwYNonTp0rRp04bo6GiryxFxCQpGuTcHD0JkJGzcCHPmmG2zZ5vPIyPN5eKyvL29mTFjBrt27WLAgAFWlyPiEnQ/Rrk3hQtf/z7hHo2nTkH58tfbde7RpZUtW5ahQ4fSu3dvnn76aR577DGrSxKxlPYY5d58/TV4Xfv7KiEAEx69vMzl4vLefPNNHn30Udq0acOFCxcAmD17NpUrV7a4MpGMp2CUe9OyJUREJL8sIsJcLi7P09OTGTNmcPLkSd566y0AYmNjk1yOI1nc+vXQpQuULg3ZskHBgvD887Brl9WVpTkFo6QdD4+kj5KpFC1alDFjxjB58mQWLVpEsWLFANi3b5/FlYlLeP99+P57qF0bPv4YOnSA1avhkUdg2zarq0tT+g0m9y5vXggJMc8rTppkPoaEmO2SKRw4cIBLly7x2muv0aBBA1555RVy584NwJ49eyyuTlxCr17mYLpPPoFXX4V+/eD33+HqVRg1yurq0pQG38i9y58fDhwAb29zAE6HDhAbCz4+VlcmKdSoUSPOnDnDkCFDmDx5Mg8//DADBgwge/bsCkYxPfrozW33328eWv3nn4yvJx1pj1HSho/P9VGpNptCMZNZuHAhTzzxROIeY4cOHfjuu+8ICgpSMMqtGQacOAF58lhdSZpSMIoIhQsX5ptvvmHdunXkzp2bUaNGERwczL///sv27dutLk9c1TffwJEj0KKF1ZWkKQWjiNUiI+HJJyEgAHLkgHr1YPNmS0qpWLEiK1euZP78+eTIkYO4uDgiIyMtqUVc3I4d0LkzVK0KbdtaXU2aUjCKWGnjRnjsMdi3DwYOhAEDYPduqFEDdu60pCSbzcbTTz/N9u3beeutt6hataq5YMMGzYUrpuPH4amnIDAQvvsOPD2trihNafCNiJX69wc/P1izBoKCzLZWreCBB6BvX3N4vEXsdjujR4++3uA8F26FCpbVJRY7fx4aNIBz58xRqWFhVleU5hSMIlb6/XfzMGpCKAKEhpp7jAsXwsWLkD27dfUdPAinT5sDqpznwm3b1hx4kScPFCpkXX2SsaKjoXFj86L+336DUqWsrihdKBhFrBQTY+4x3sjf37zkZds2qFIl4+tKoLlwJUFcnDnIZs0amD/fPLfophSMIlZ68EFYu9b8pZNwniY29vo0e0eOWFcbmHPdtmtnXsSd3Fy406ZZVZlktDffhJ9/NvcYz5y5eR7kVq2sqSsdKBjT0sWLMHq0+Utt3To4examTjV/sYgk5403oFMneOUVeOcdiI+HYcPg2DFz+ZUr1tbXsiWULJl0DzFBRIQ5HZhkDQkjpRcsML9u5EbBqFGpaen0aRgyxJwF4uGHra5GMoOOHc1BNrNmmTOIPPQQ7N1rhiRYe37xRpoLN2tbudI8WnCrLzei/+FpKTTU/Ev/4EFzz1EkJYYPN2cP+f13+N//zLsYxMebyx54wNraQHPhSpajQ6lpycfH/IUhklq5cpnXMyb47TdzDtoSJayrKYHmwpUsRnuMIq5mzhxzr7FHD9c5bKm5cCUL0R6jiJVWrzbPS9erZ17LuHatOWDrySehe3erqxPJkhSMIlbKl8+8TGP0aLhwAYoUMUel9uplXg4hIhlOP3kiVipWDH791eoqRMSJi5zAEBERcQ0KRhERSXM7duygR48eOBwOq0tJNQWjiIikuatXr/LZZ58xcuRIq0tJNZ1jTGuffWbejuXoUfP5ggXw77/m9127mvcvExFxc2XKlKFv374MHTqUp556ivLJTSvoohSMae3DD82ZbxL88IP5BeZcggpGEcki+vXrx8KFC2nTpg2RkZH4+vpaXVKK6FBqWjtw4NZzCTrfwkdExM15e3szc+ZM9u7dS79+/awuJ8UUjCIikm5Kly7NsGHDGDNmDKtXr7a6nBRRMIpkMp06deK3336zugyRFOvZsyePPfYYbdu25cKFC1aXc0cKRpFM5tSpU7Rs2ZJTp05ZXYpIinh6ejJt2jROnTrFm2++aXU5d6RgFMlkxo8fT3x8PK+//jqGm90HT9xX0aJFGTNmDF988QWLFi0CIC4ujnLlyrFhwwaLq0vK8mA8cuQIrVq1IigoCD8/Px566KEk/0iGYTBgwABCQ0Px8/OjTp067N6928KKRawVHBzMpEmT+PHHH/n666+tLkckxV577TUaNGhAx44diYqKwsPDg927d7Nq1SqrS0vC0mA8e/Ys1apVw263s3jxYrZv385HH31Erly5Etf54IMP+OSTT5g0aRIRERFky5aN+vXrEx0dbWHlItZq3rw5rVu3pkuXLhw+fNjqckRSxGaz8eWXXxITE8Pnn3+OzWajWLFi7N271+rSkrA0GN9//30KFCjA1KlTqVSpEkWKFKFevXoUK1YMMPcWx40bR79+/WjSpAlly5ZlxowZHD16lJ9++snK0kUs98knnxAQEED79u2Jj4+3uhyR24qJieHs2bOEhYXx6aef8ueffzJnzhwF441+/vlnKlSowHPPPUfevHkpV64cX3zxReLy/fv3c/z4cerUqZPYFhgYSOXKlVmzZo0VJaep0aNH89dff1ldhmRSOXPmZOrUqSxbtozx48dbXY7IbU2ZMoXg4GDefPNN6tSpw2OPPUa3bt0IDg5mz549VpeXhKUz3+zbt4+JEyfSq1cv+vbty/r16+nWrRve3t60bduW48ePA+Y5FWfBwcGJy24UExNDTExM4vOoqCgAHA7HPU1mm/DatJwQd+3atYwdO5aNGzcSFBSUZtu9G+nRP1fjjn2sUaMGnTt35p133qFmzZqJR1vcqY83csfP8Ubu2MdWrVpx+vRpRo8ezdSpU2nQoAG7d+9m9erVHDx4kMuXL2O329Pt/VPzb2kzLBzW5u3tTYUKFZLsNXXr1o3169ezZs0a/vrrL6pVq8bRo0cJDQ1NXOf555/HZrMxZ86cm7Y5aNAgBg8efFP7rFmz8Pf3T5+O3KUzZ87QrVs3wsPDeeutt6wuRzKpmJgYevbsSbZs2Rg1ahSenp788ccfrF27Vv+vxOWcO3eO2bNns2TJEgICAjh37hwAEydOTPJ7Pq1dvnyZl156ifPnzxMQEHDbdS3dYwwNDaVUqVJJ2kqWLMn3338PQEhICAAnTpxI8g924sQJwsPDk91mnz596NWrV+LzqKgoChQoQL169e74j3E7DoeDpUuXUrdu3TT9q8Zut9O6dWtef/11WrRokWbbTa306p8rcec+5s+fn+rVq7N582bKly9PSEgI69ato379+nh6elpdXppy588xgbv38bnnnuOrr75i0aJFLF68GAA/Pz8aNmyYbu+ZcPQwJSwNxmrVqrFz584kbbt27aJQoUIAFClShJCQEJYtW5YYhFFRUURERNCpU6dkt+nj44OPj89N7Xa7PU3+g6XVdhK0atWKBQsW0K1bN2rVqkVYWFiabftupHX/XJE79vHRRx+lb9++jBw5klGjRvHAAw8QGxvLyZMnKViwoNXlpQt3/Bxv5M59LFCgAPPnz+fXX3/ljTfeoECBAti3bIF33oEPPoAKFdL0/VLz72jp4JuePXuydu1aRowYwZ49e5g1axaTJ0+mc+fOgDm0t0ePHgwbNoyff/6ZrVu30qZNG8LCwmjatKmVpaepCRMm4OPjw6uvvqoLtiXVzp07R1xcHP369eOhhx5i3Lhx5MuXD8DlRvuJ3KhRo0YcOnSIWrVqwYwZsGIFzJxpaU2WBmPFihX58ccf+fbbbylTpgxDhw5l3LhxtGzZMnGdd955h65du9KhQwcqVqzIxYsX+eWXXzLN7UtSIigoiClTprB48WK+/PJLq8uRTMQwDMLDwylfvjyrVq3iq6++4sSJE0ybNg0PDw+XG+0ncpODByEyEjZuhIRxI7Nnm88jI5Pexi+DWH4/xkaNGtGoUaNbLrfZbAwZMoQhQ4ZkYFUZr2HDhrz66qv07NmT2rVrU7RoUatLkkzAZrMxd+5cevXqRb169ahfvz4NGzbks88+c8lh8CI3cb4dn81mPp46Bc43Ns7gI2mWTwkn140ZM4b77ruPdu3aERcXB8DXX39N+/btLa5MXFmlSpX4/fff+f7779m7dy8LFiwgb968/Pfff+zYscPq8kRu7+uvwevaPlpCACY8enmZyzOYgtGF5MiRg+nTp/PHH38wduxYAI4ePcr333+vc49yWzabjWbNmrF582ZefvllYmJicDgc/Pnnn1aXJnJ7LVtCRETyyyIizOUZTMHoYqpXr06vXr147733+PvvvylWrBgXLlzg9OnTVpcmmYC3tzeNGjVi9+7dNGvWLPGCfzZsgFq1zEcRV+XhkfTRqjIsfXdJ4ty5c8THxzNs2DCKFy9O69atEy9d0ehCSY3AwEC+//57IhL+EneR0X4iycqbF0JCzPOKkyaZjyEhZrsFLB98I6b4+HhKlChBgQIF+PDDD5kxYwZVqlRh3rx5AOzZs4cqVapYXKVkKgcPwunT5oAG59F+bdua53Dy5IFrf3iJWCp/fjhwALy9zf+vHTpAbCwkc016RlAwuggPDw++//57evbsSc2aNWnSpAmdOnVKvA2X9hgl1VxwtJ/ILTmHoM1mWSiCDqW6lGrVqrF27Vq+/fZbNm/ezIQJEwgKCuLSpUvs2rXL6vIks3HB0X4imYGC0cV4eHjwwgsvsGPHDkaNGsWVK1eIjY1lxYoVVpcmmY0LjvYTyQwUjC7K19eXt956i/379/Pkk09ev+BfowvlbrjIaD+RzEDnGF1cUFBQ4uzzQNLRhWk8ya64oYTRfgUKwCuvwJQpcPiwZaP9RDIDBWNmoNGFcrdcbLSfSGagYMwMNLpQ7oULjfYTyQx0wiEz0OhCEZEMoz3GzKBlSyhZMukeYoKICHjkkYyvSUTETWmPMbPR6EIRkXSl366ZhYvNJSgi4q50KDWz0OhCEZEM4fbBmHAfw6ioqHvajsPh4PLly0RFRWG329OitLsTE3P753fJZfqXjtRH96A+Zn5W9C8hA1Jyb1u3D8YLFy4AUKBAAYsrERERq124cIHAwMDbrmMz3PzW8PHx8Rw9epQcOXJgS7gG8C5ERUVRoEABDh8+TEBAQBpW6BrcvX+gProL9THzs6J/hmFw4cIFwsLC8LjD4EW332P08PAgf/78aba9gIAAt/yPmsDd+wfqo7tQHzO/jO7fnfYUE2hUqoiIiBMFo4iIiBMFYwr5+PgwcOBAfNz08gh37x+oj+5Cfcz8XL1/bj/4RkREJDW0xygiIuJEwSgiIuJEwSgiIuJEwZgC48ePp3Dhwvj6+lK5cmXWrVtndUl3bfXq1TRu3JiwsDBsNhs//fRTkuWGYTBgwABCQ0Px8/OjTp067N6925pi78LIkSOpWLEiOXLkIG/evDRt2pSdO3cmWSc6OprOnTsTFBRE9uzZad68OSdOnLCo4tSbOHEiZcuWTbwGrGrVqixevDhxeWbvX3JGjRqFzWajR48eiW2ZvZ+DBg3CZrMl+SpRokTi8szevwRHjhyhVatWBAUF4efnx0MPPcSGDRsSl7vi7xwF4x3MmTOHXr16MXDgQDZu3MjDDz9M/fr1OXnypNWl3ZVLly7x8MMPM378+GSXf/DBB3zyySdMmjSJiIgIsmXLRv369YmOjs7gSu/OqlWr6Ny5M2vXrmXp0qU4HA7q1avHpUuXEtfp2bMnCxYsYN68eaxatYqjR4/SrFkzC6tOnfz58zNq1CgiIyPZsGEDtWrVokmTJvz9999A5u/fjdavX8/nn39O2bJlk7S7Qz9Lly7NsWPHEr/++OOPxGXu0L+zZ89SrVo17HY7ixcvZvv27Xz00UfkypUrcR2X/J1jyG1VqlTJ6Ny5c+LzuLg4IywszBg5cqSFVaUNwPjxxx8Tn8fHxxshISHG6NGjE9vOnTtn+Pj4GN9++60FFd67kydPGoCxatUqwzDM/tjtdmPevHmJ6/zzzz8GYKxZs8aqMu9Zrly5jC+//NLt+nfhwgXj/vvvN5YuXWrUqFHD6N69u2EY7vE5Dhw40Hj44YeTXeYO/TMMw3j33XeNxx577JbLXfV3jvYYbyM2NpbIyEjq1KmT2Obh4UGdOnVYs2aNhZWlj/3793P8+PEk/Q0MDKRy5cqZtr/nz58HIHfu3ABERkbicDiS9LFEiRIULFgwU/YxLi6O2bNnc+nSJapWrep2/evcuTNPPfVUkv6A+3yOu3fvJiwsjKJFi9KyZUsOHToEuE//fv75ZypUqMBzzz1H3rx5KVeuHF988UXiclf9naNgvI3Tp08TFxdHcHBwkvbg4GCOHz9uUVXpJ6FP7tLf+Ph4evToQbVq1ShTpgxg9tHb25ucOXMmWTez9XHr1q1kz54dHx8fOnbsyI8//kipUqXcpn8As2fPZuPGjYwcOfKmZe7Qz8qVKzNt2jR++eUXJk6cyP79+3n88ce5cOGCW/QPYN++fUycOJH777+fX3/9lU6dOtGtWzemT58OuO7vHLefRFyyrs6dO7Nt27Yk523cxYMPPsjmzZs5f/483333HW3btmXVqlVWl5VmDh8+TPfu3Vm6dCm+vr5Wl5MuGjRokPh92bJlqVy5MoUKFWLu3Ln4+flZWFnaiY+Pp0KFCowYMQKAcuXKsW3bNiZNmkTbtm0tru7WtMd4G3ny5MHT0/OmkWAnTpwgJCTEoqrST0Kf3KG/Xbp0YeHChaxYsSLJ3VVCQkKIjY3l3LlzSdbPbH309vamePHilC9fnpEjR/Lwww/z8ccfu03/IiMjOXnyJI888gheXl54eXmxatUqPvnkE7y8vAgODnaLfjrLmTMnDzzwAHv27HGbzzE0NJRSpUolaStZsmTiIWNX/Z2jYLwNb29vypcvz7JlyxLb4uPjWbZsGVWrVrWwsvRRpEgRQkJCkvQ3KiqKiIiITNNfwzDo0qULP/74I8uXL6dIkSJJlpcvXx673Z6kjzt37uTQoUOZpo/JiY+PJyYmxm36V7t2bbZu3crmzZsTvypUqEDLli0Tv3eHfjq7ePEie/fuJTQ01G0+x2rVqt10udSuXbsoVKgQ4MK/cywb9pNJzJ492/Dx8TGmTZtmbN++3ejQoYORM2dO4/jx41aXdlcuXLhgbNq0ydi0aZMBGGPGjDE2bdpkHDx40DAMwxg1apSRM2dOY/78+cb//vc/o0mTJkaRIkWMK1euWFx5ynTq1MkIDAw0Vq5caRw7dizx6/Lly4nrdOzY0ShYsKCxfPlyY8OGDUbVqlWNqlWrWlh16vTu3dtYtWqVsX//fuN///uf0bt3b8NmsxlLliwxDCPz9+9WnEelGkbm7+ebb75prFy50ti/f7/x559/GnXq1DHy5MljnDx50jCMzN8/wzCMdevWGV5eXsbw4cON3bt3G998843h7+9vfP3114nruOLvHAVjCnz66adGwYIFDW9vb6NSpUrG2rVrrS7prq1YscIAbvpq27atYRjm8On+/fsbwcHBho+Pj1G7dm1j586d1hadCsn1DTCmTp2auM6VK1eMN954w8iVK5fh7+9vPPPMM8axY8esKzqVXn75ZaNQoUKGt7e3cd999xm1a9dODEXDyPz9u5UbgzGz97NFixZGaGio4e3tbeTLl89o0aKFsWfPnsTlmb1/CRYsWGCUKVPG8PHxMUqUKGFMnjw5yXJX/J2ju2uIiIg40TlGERERJwpGERERJwpGERERJwpGERERJwpGERERJwpGERERJwpGERERJwpGERERJwpGERERJwpGERERJwpGERERJwpGETd16tQpQkJCEm8SC/DXX3/h7e2d5DY/IpKUJhEXcWOLFi2iadOm/PXXXzz44IOEh4fTpEkTxowZY3VpIi5LwSji5jp37sxvv/1GhQoV2Lp1K+vXr8fHx8fqskRcloJRxM1duXKFMmXKcPjwYSIjI3nooYesLknEpekco4ib27t3L0ePHiU+Pp4DBw5YXY6Iy9Meo4gbi42NpVKlSoSHh/Pggw8ybtw4tm7dSt68ea0uTcRlKRhF3Njbb7/Nd999x5YtW8iePTs1atQgMDCQhQsXWl2aiMvSoVQRN7Vy5UrGjRvHzJkzCQgIwMPDg5kzZ/L7778zceJEq8sTcVnaYxQREXGiPUYREREnCkYREREnCkYREREnCkYREREnCkYREREnCkYREREnCkYREREnCkYREREnCkYREREnCkYREREnCkYREREnCkYREREn/w8leoZnCtacOAAAAABJRU5ErkJggg==", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -674,7 +680,7 @@ " 3618\n", " 34\n", " 56\n", - " 878\n", + " 3618\n", " 34\n", " 56\n", " \n", @@ -683,7 +689,7 @@ " 878\n", " 46\n", " 13\n", - " 3618\n", + " 878\n", " 46\n", " 13\n", " \n", @@ -719,7 +725,7 @@ " 2772\n", " 20\n", " 43\n", - " 2772\n", + " 2814\n", " 20\n", " 43\n", " \n", @@ -728,7 +734,7 @@ " 2878\n", " 62\n", " 44\n", - " 2878\n", + " 2772\n", " 62\n", " 44\n", " \n", @@ -762,13 +768,13 @@ "3 320 0 5 320 0 5\n", "4 253 61 3 594 61 3\n", "5 594 18 9 253 18 9\n", - "6 3618 34 56 878 34 56\n", - "7 878 46 13 3618 46 13\n", + "6 3618 34 56 3618 34 56\n", + "7 878 46 13 878 46 13\n", "8 2331 27 36 2331 27 36\n", "9 3999 31 62 3999 31 62\n", "10 429 45 6 429 45 6\n", - "11 2772 20 43 2772 20 43\n", - "12 2878 62 44 2878 62 44\n", + "11 2772 20 43 2814 20 43\n", + "12 2878 62 44 2772 62 44\n", "13 3469 13 54 3469 13 54\n", "14 1243 27 19 211 27 19" ] @@ -802,9 +808,9 @@ "outputs": [ { "data": { - "image/png": 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", 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bV1qK3Zddhr2XXYYL169HfEmJGK+tS6fFffiO4xwwxjwE4AVjzCWxsbE4dOgQxo4d29KnUhSllfF4PFi7di1uvPHGs17alNZj1T33NPz8ya231v9QWNgix26thVdPAPgKgJ9HRUXh1KlTOuC3AA+88w4G5efD7X1LLYqLw4/nzw9xVEpnJj4+HsOGDcP27dsxbdq0UIejNJMWH/CNMb8BYAD8EMBHxhjk5OS09GnClpenTsUnw4cDkL/WKkpLMnbsWCxbtgyjR4+mUx5Kx6E13DSPAUgE8BGA98vLy3FSc2krSoclNjYWo0aNwtatW0MditJMWmMOPwfAt4wxfwDwf263GwcOHDhLBJMW5DIR1EaYlI7LBNq9e/fSukwEkdIdMNg1SMIKE0El8S0mJgYVFRWY/+mn+Mqnn+JYXBz+mJqKrUS9ZzFI4llpaWlAmdSOjYU7H6mpqQFlfRttoNEYJkgz8Q7g4reUwsAmRz0TLG1SAtgs8w/2XE2dj8HEvtzcXFq3qKgooIz1Z8ks4OsfHo8HWVlZ+PDDDxEfH4/y8nLEx8efM5WIlCKDif2SucEmdQVrR9bHpLjYuaTp6J5kn18bQVtqO/as2vSxpmg1v7zjOF86jnNdamoq+vfvj9iiIlz58MOIJblqlOD4y8CBuHnCBNwwaRLeTkvDH44cQT9hgwlFaUlcLheSk5MbMjlmZ2db5ZhS2getvkCqS5cuePjhhzHi9deRsn8/Rixf3tqn7LTs6doVlZGRqHW5sDI1FTsSEjCtpCTUYSlhgNvtRmJiIqqrq1FeXg5jTIvYZJW2pdXTI/c4cgRfu+WWht+Hrl6NoatXwx0VhTdfeaW1T9/p0Wx1SmvjOA4yMzPRo0cPJCcnIzc3Vwf8Dkqrv+Gf6d8fWZdeijpvet+66Ggcu+wyvPfEE6196k5Fl7o6TC4qQrTHgwjHwVV5eRhfXo4NLbQCT1EkjDHIyMhARUUFzpw5g7q6Ong8Hh3wOyCt/obvREaiNi4OEbW1cEdFIaK2FrVxcaju0aO1T92piHQcfOvYMQyoqIDbGByLi8MPMzJwTBC6FKUliYqKQnp6Ok6fPo2CggJ4PB6rVcdK+6BNdryKLS5G5lVXIXPmTAz+8EPEFBUFvZxd2vWelUsi0u7duwPK9u/fT+uyTiwt+e7Xr19AWQmZUz99+jT9PNvURKIgIgJzkpPPLnS7ASKCM+dNS2wkw+oyx4fkNGIOCLbhDMDbUWov5riQXA02m+wEi3QuVm6zQYbNJj3StngnTpwIKGP9Q3LD+T9TLpcL3bp1Q3FxMTynT+Op7Gz8W7duyI+IoG0rXS/rC5Ibhx1DcvSwe2mT7oRdg7Qh0KRJk2g5g91LabMWVldyFdluQdImA/7GBx5o+HnbokX6VVBROjDR0dFISUnBwyUlmFJbix+Vl+NBi5xKSujQPW0VRbEiKy8Pjd+P766qwt1VVagC0DcpKVRhKUGgeesVRbFiUs+eWB4TA99kXgWAf8TEYJyQZVVpP+iAryiKFXkRESg1BjEAqgDEACg1BnnCfL3SfmiTKR1/YUESV21EWybwSDnuMzMzA8qkpegsBkk8Y4IlE2IkQY1pGZJwxY7rn+e7trYWLpeLCk/SNTDxykYIYueSRNu0tLSAMpZeAuDCIstrDgBdiTVV0omYAGizt0KwxwR4O0p9n5VLdW32Owg2XYkk1LP+kZCQgL6VlVgWF4d/JCXhq4WF6FdXh4EDBwbUZeI7wJ9Vqe+zcpt8+MGaDSR27txJy1m6aNYGAO+PNrnzpb5vi87hdyLcbjcqKioQExNjrd4rig0/bJRXaXGfPgDq3/SV9o1+B+tE+AZ66c1BUZTwRgf8ToQxBl26dEFtba1V9kVFUcIDHfA7GS6XCzExMaiurtb1DoqinIUO+J2QyMhIuFwuTV+rKMpZtIlo6+9ikBwBzC0h1WXpDo4dO0brMqeAtCkJm/+WnCTMPcDilZZxs40ZJMcHc6Kw1A5AvRumpqYGH3zwAcaPH4/U1FTs378fY8aMCXAWsKX3ktuJfWNo7uYjNukSbFwNNsv0GTait3RMNq0mOYJYuoRCYeNq1o5SH2WbdCSRxVG9evWin2d9bMCAAbQu66N79uyhdb/88suAMuk5Ye0otU2wLizJ9cKOKzl62CZKUr9jDjUbpPQONpvDAPqG32mJjo7G+PHj8fnnn6OmpgbFxcXirkaKooQHasvspHg8HvTq1Qu9e/fGzp07GxJeKYrEEr/NiaLdbmwcOxZvzpwZooiUlkYH/E7K9u3bUV5ejgsvvBDbtm1DbGysuAhGUQDgrhtvbPg5prYWT739NnYNGxbCiJSWRqd0Oinjxo1D//798dlnnyE+Ph5HjhyhG1orCmPKiRMojonBYWFDeqVj0upv+MaYoAUwJkZJfvKTJ08GlEliIxMAx40bR+uOHj06qDIAGDRoUEAZy7N/4MAB+nkmNkrCZF/y4GVkZNC6/fv3b/i5srISf//737F06VIUFRVh4cKFZ9VlotrRo0fpcdlydiZ+S3m+mShnk2pAahub/OFMwGPCl/R5W5EsmPMDPF2C1I4zZswIKLvwwgtp3U2bNgWUbdmyJaDMXzyftWEDto0ciS5EiJUETybmSgLvyJEjA8ps7u+pU6doXdZvbIRYJjxLcTHjiFSXjWM2+yhIfYGld2gKfcPv5MTFxWHhwoV47bXXsGDBAkQVFGD0ffchStiURVF6lJRgSHY2PhP+iCgdFx3ww4TU1FTce++96P/88+i2axf6L1kS6pCUdsqkfftwuHdvFHbvHupQlBZGRdsw4ZKZM+Fq9HW3z5tvos+bb+LiqCg8++c/hzAypb0xad8+fDBhQqjDUFoBfcMPE7a89hryZs2C27vYyx0Tg7yrrsIrixeHODKlPTEwJwfdy8qwY+jQUIeitAI64IcJtcnJcCckwFVTA3d0NFw1NahLSEClfm1XGjF5717sGjwY1cIKaKVj0yYuHX+F2Sa1guTiYKtGJUcPW0p+8cUX07rMecOWpwPctZLeKE+4D2nZOlP0pWtgbSYp98yBUFdXB1d+Po5fdx1OzJmDfu++i5i8PPTo0SOgruREYRubsJQAzL0A8HsppVZgaSekdBjsuFKqAea+Yf1Oiost3ZecGey4kjuErZGQNv/55JNPAspYqgKA91HWH33ulE/vugsA4OvFrI9JDqbs7Oyg63Yjm57bpM6QYA4X9vyyTZEA3selfsfaRnLesGdKWgiZSLaKlNpRGpskdA4/jNj50EMNP+/77nfrf9DVt4oSNuiArzTJnN/8puFnN3nTqqurw8ELLsCmSy8FACx87jlsvvBCbB01CvEVFbjz7bcb6jrk88blwuejRp1V/+OJE3F45Egknz6N+StWNNT1COmet195JTJHjEBSfj5mv/46Pr7mGlQmJSE1MxOT3njj7PORz386fz5yBw9Gr8xMTHnrLay77TZUpqej/44dGLVq1Tk///Htt6M4LQ3pO3di9OrV+OCee1DdtSuGbdqE4Zs3n1WXfRtZdtNNAIBLDhzApQcP4rfXXQcAmLNnDy4iye2i/L59POH9/NQNG9Dv+HH8/ZZbSJSKonP4ShPM+c1vkHT8eKjDUCxIz8rCwueeC3UYSjvFtPYmGUOHDnUeffTRs8pOC4t+2NyvlOGRbSwsrb5jc4CXX345rWszhy/N8/ojzcU2dw6fzXMDfH5UipXNI/rmk31v9+/+5CcAQj+HL+k5TKNhZQCfY22tOXxWnpubS+uy+W+p36SkpASU+eZ9fYP9C3ffDYDP4bO2ZStMAT5P3V0Q+m1WLLMYbObwpTQh7P6y/ijN4bP7U1paGvS52PgB8DTTUn9mc/hSemV2Hb/4xS+2Oo4zkdVvE9E22IGRdRg2yAD8JjABEqhfdOSP1MFZDJKIyToze0DYDQR4B5eW3tvses/aTHpAWKfzDTS+KRTf76wuexila2juvgSSSM3uT+P0EueC/ZGVzsWuV/oDx45rI/BKAwJLFeCrW+v9b15eHgCeR50NVNKLX+N2cBwHa9aswYwZM+gfPrbMX+oLNjnqWV2b3PnsXrKXIoCL6tJ9yMnJCSizybMv9ZvLLrssoEzqj7airU7pKIoSFMYY7NixAx999FGoQ1HOEx3wFUUJmoULF+K9996jb7dK+0cHfEVRgiYlJQVf+cpX8Nxzz4l6k9J+0QFfURQrpk2bhu7du+Pdd98NdSiKJW0i2vor8pIIyoQjaZcmJoRKggkTcyWHC3M1MAeFdAx2bVLOalYubYjNhG9JuGLtIDk+mhJtfaK0r/2C3XRdEgCbK2KyewNwd9aIESNoXSZesxh69+5NP89cTZKLgwmmknuoKSHWH3bffc+D7575fmeOGmZikFYms3hjYmKwePFi3HXXXbj++usbctu7XK4AQVgSG5mxQHL0sPsjmTmY6MqOK40rTASV7gNDWj3L+oIkaB88eDCgTNpXQLpvEvqGryiKNcnJybj//vvxq1/9ClVVVdiyZQsWayK+do8O+IrIyXHjcFLYGUxpn+wbOhT72ijT5YwZMzB8+HA88cQT6NKli7izm9J+0NQKisi+uXNDHYJiyQYhKWBLU11djaysLNx///34+te/jvHjx+PEiRNwHCfoLU2VtkcHfEVRrCkqKsLPfvYzDB06FIsWLcIf/vAHREREoKioSNQplNCjUzqKyIxf/QozfvWrUIehWLDoxRex6MUXW/08aWlpePnllzFmzBj85S9/QUJCAtxuN06QZG9K+6FNXDr+Krmk3LOlxpIaz5wokhuGfcWUjsscAdJxmWuFLdm2+bz0dZjFJblhJLdDsPhiODFzJoB/uULYcZkLxCbnu+SAYjlNpKXozOGyceNGWvfo0aMBZfn5+QFl13kzVvrDrkHyo7OcN9I1MKT8KX369AkoS05OBgBkX3UVAGDIkCEAgL59+4p1GyPlnGflPidabGwsvvGNb2DBggV46qmnsGzZMnz66aeY0KcPhvznf+LQ4sVwkzZofIzGSM459vxIjjzW99hxpWeEHVe6v8z5JtVl7jBpnwzmOpPGK8mpJ6FTOorIsRkzQh2CYsmhadPa/JyJiYn46U9/innz5iElJQV9n34aXXfuRN+//Q3HHnywzeNRZHTAV0SivW+zNUKiKaX9EeNdE1AtJAdsTW5btAiuRp71Xq+/jl6vvw5PdDS2kl26lLZH5/AVkcm//S0m//a3oQ5DseDKxx/HlY8/HpJz73j9dRRcfTXc3ikUd0wMCq65BjvffDMk8SiB6ICvKEqLUJucDHdCAlw1NfBER8NVUwN3QgLqiGaghIY2mdLxF34k0ZYtUZeWHzOxQhI8mbgp1WUpG6RlzUyUY8f15Sb3hwmWkqjHRBtJtGUil5R3nqVs8C3X9gnFvk1o2PJwm5z+TBDLyMgIOi5p0wqWuVG6v+yeMfFM2j+AXYOU8oHdXyku1mZSv2Niru+e+54tnzDLlvqzTYWkPsr6jZT+w+Px4PoDB5A9ZQp2TJ6Miz77DImZmdi2bVtAXZauQMpRz8YLSaxkfd9mjwqGlFqBjVeSYYEhPSdM0GYbDQHyHiASOoevKEqL8eaddzb8vPr6660GVqX10QFfaVMu/PBDDN2wAT2ys3F48mR89PWvB9QZ/847+Ld//hPP33EHDgtbximKYo8O+EqbUpGYiB1z56Lv7t2IJF+Vu+bnY9DWrSixzAKoKMq5UdFWaVOyJkzAsfHjUS0sRpv28svYvGAB3EIKbUVRzh8d8JV2Q8bWrXBHReH46NGhDkVROiWtPqVTV1cXoDBLKr/NsnOmvEvLpZm7RBKT2FJ05uwAuJNj586dAWWSA8JmeTm7NpuNZKSl2cxp4HNm+Lt0+vXrF1BX2liF0djxUVtbi7q6uoa2ia6uxoR//ANL77oLxXl5DSk5Gt9nyZHA+pO09H7UqFEBZcz1Ii2RZ/dBcma8//77AWXSPWN9THKtsPvrS0Xhc5T4fmcOIpu+xJ4zafMQVi458lj6AOn5ZX2XPdMA3xCEPev9+/enn2dtzjZFAfjzL7lp2DVIzw5LVyI51KSNeiR0Dl8R+WL8+DY71+Vr1uCLiy5CsaXNTDmbg5deGuoQlHaMDviKyBcTJrTZuQYePoxuJSWY8NlnAID48nIseO01bJw2DZsuv7zN4ujo6ICvNIUO+IpInPdraKUgsJ4Pxu2Gy+OB8f6LqK2Fx+XC0rvvhqvRNMqiJ5/E6muvxaE22r2psxDKXDpK+0cHfEXkhpdfBgC8/K1vtdgxJ73/PqasXNnw+88+/xwfX3klPvbLzOlxuVAVF4daQdNQODP/8hcAwLs/+UmII1HaI60+4JeVleETv0x5gwcPpnVZDnRJPGNLq6W88yz/tyR2MNGG5VAHgF27dtFyf3y5yYM5l5SX3CaFAROIJJGa5ZL3tfmnl1xy1u8sDzvLJS+1V2xsLDbNno1Ns2c3lPkESP8795tvf7v+h0aCqCQ8sxgkUS49PZ2W+yP1O4aUt34QWTS2YsUKWnd2ozbxIfUFJhb6+sfn06cD+FdbMWGQGQOkXaqYIM5SM0jHkARedlyWTgPg1ysJnqyPMGOCJK6yeyaJ50xol643WPEc4H1PEm2l/SQk9A1fETk4fHioQ1AsOUJcSIriQ334ikhSfj6SyNuz0n5JzM1FIvmmrCiADvhKE1z39tu47u23Qx2GYsGMZcswY9myUIehtFN0wFcURQkTdMBXFEUJE1pdtC0vL8emTZvOKpMUcqZaS5tLsKXVkprOluRLjoATJ04ElB07dozWZW4H5tiQloEz95B0Dfv37w8ok3a9Z+3L3DgAdwT4rsHXRr7fWWzMASFd7+nTpwPKWBv4zrlp0ybMnz+/oUxyNaxevTqgbOTIkbQuS0vAypgrCuDOGSmu1NTUgDLJxcHa0SbVgM+14ovP9ztzKzF3l9TvmLsrKyuL1mVpDSTnHEutIDlv2DGkjWRYKgfWx6U0Lvv27QsoY6kOpLgktxM7n3QNbNMZqR2Zc64p9A1faZd06dIF7777rvjHVlEUe3TAV9olcXFxmD9/PpapAKkoLYYO+Eq7ZdasWTh27BgOHDgQ6lAUpVOgA77SbomOjsaCBQvw6quvihu2K4oSPK0u2sbExGCoXwIsJlABXOSSdoxngockxLK6Uo56lt5BEpPYMn0mokgpEJgoJ+VxZ9dw8uRJWpcJcNIeBKzNJdGWtQM7riRcsXQYUgoD3xL39PR0vP/++8jNzUVycjLWr1+PKVOmnHWvmRgspZJgYiyLQRJt2fVKdZmAKOWdZ0Ks1Pe7ksRoPmEx2ntO331l/Yldg5TGgcU1bNgwWpeluJCedWZ4kPoCS4MiCdrsWWPtKN0zVlcaK5gZRNqzgZ2PpYwAeJtLovol3vQnjfmLN58SQ9/wFZHMG25A5g03hDSGyMhI3HPPPXjyySfh8Xiwdu1a0eWlALuvuQa7r7km1GEo7RQd8BWRvMmTkTd5csjO7zgOtm3bhiuuuAIRERHYsWMHIiMjrRKbhRsnxo3DiXHjQh2G0k7R5GmKSIJ3TUI52dqwLXC73fjTn/6EpKQk3HnnnXj00UcRExOjA34TdMvJAQCUWG59p4QH+oaviIx5/HGMefzxkJ0/MjISTz/9NDIyMhoG+8rKSlETUYCpS5Zg6pIloQ5DaafoG74ism/hwlCHgKioKNx33324+OKL8eCDD6KsrIyuRFTq2fbVr4Y6BKUd0+oDfkJCAiZOnHhW2RdffEHrMnVaWn7MHB+S8s7SJUibabC3R2lpNVP0i4uLA8qkVAPsXDner+T+sBQE0vWyeJljBOCuEZ8FstCXD9/7O3NcVDTaoMSH9AbOHCOSs8rfETR69GjMnTsXH3zwAQoPHMDVr7+Ov0yfjpL4eHoM5gKRYmMOFaltmTtEul7W5lJfYClEpDQMPXv2FM91ZsSI+t/pJ+thFlfJxcWQnGRsYyNp+o31GyndAeuj0rjAjsv6rWTzZfGyYwLcJcfGJalc6vuMlvpWq1M6ikiPvXvRY+/eUIfRQGxsLObOnYtvnTiBC3JzMX/nzlCH1O5IPnAAybpQTRHQKR1FZPiLLwIANv3P/4Q4knqeevFFRDd6A5u5fz9m7t+PvwBIE76FhRtjvakoPvzP/wxxJEp7RN/wlQ7DT268EZsyMlDt/YpfHRGBjRkZGEMWIimKEogO+EqHoTg+HpVRUYhyu1ETEYEotxuV0dHIs5h/VpRwptWndFwuV8BScCmPO9uZXVpCzYQjSVxhS5glwYQJYlLOdpZqgAlE0hJ59nlp6T2LVxKeWDtIx2XH8IlnPgHL//fGMDFJEpiY0CZdA8vff+rUKcScOYMV/fvjvf79ce3x40gqKsI4stBIEqlZbCwGSRQMtg0ALvyy/PTScaW9IKRUHwDgeAVoX59jQqj0TDFYXakvseuVzsXuj5Tz3Sb1BYPdS0mkDjafvhSD1BfYGCD1USbwSs40SeiW0Dl8pUPx3+PHN/z8hG+TE7VpKkpQ6HdhRVGUMEEHfEVRlDBBB3xFUZQwQQd8RVGUMCEkoq20OQVTuCWFnC1Rl9IlMFeBlC6BOXKkeNmSfOYukdxDzD3QpUsXWpcp+pIDIthNPgDuHvA5Aj6dPx/Av5wAzDXCrkFyuLD7wzbzALizSnKHsI1opOtlfYy1o3QNDGnzENZebIMcgPcRyZnByn1Oo03z5p1VJ1gXlXQNzDEiuWmYc05qRxunEGsbyfnG+j5zYUkpEFhd6fllbSZdL9sUSHIKspQa0kYy0pgnoS4dRSSP5EZR2je5es+UJtApHUUkNTMTqWRthNJ+6ZWZiV56zxQBHfAVkUlvvIFJb7wR6jAUC6a89RamvPVWqMNQ2ik6paOIfHLHHaEOQbFk3W23hToEpR3T6gO+x+MJED2kXOVsZ/bs7Gxal4m2kgDIBCIppzcTXaSl7Ow6WAyS+GYjFrJjSHVZvNIy/aZE2zKfgOwVbVkMTByV0iXY5GFnoq0kaLM2l5bes+u1yQUf7DEB3l6SWcAmJ39TedSL09LOeQx2H6T+wcRCtucDwO+PlP+fmRAk4ZiJplK8wYryUlysvdi4ZAsTuqXxirWvNF5JeyZI6JSOIjJo924M2r071GEoFgzYtQsDdu0KdRhKO0WndBSR8WvXAgAO+3LWKO2esR98AADIGjMmxJEo7RF9w1cURQkTdMBXFEUJE1p9SsdxnADxShJMWC76A8L+nEyIkQQxtqpOEhaZ6COJckw4YqKPtFKPiW/SijomLNrkbJeEZ3a9vmvwiWi+65RWrwZzfoDfH0kwPXXqVECZJNoyQUsSyllsNnn6Wbw2qz4lWH+WYmDPj//99V1TsKtqpb7EyqUVz6yfS33fRsC3yTsfLNLzIAnHDPb8sjEMkAVaxpkzZwLKRng3p/dH6ucS+oavKIoSJuiAryiKEibogK8oihIm6ICvKIoSJuiAryiKEia0SWoFf0Vc2q2d5QqX1HimZPfo0YPWtXFWMJVeyjnNHAg2jgLmdpDSTrA2k9wSNvnOm3JLvH/DDWf9zs7H4pLuL3Mw5OTk0LqsHSV3l03uenYNzCEjuR9s3CUsrmCdTk3FwJbT+/Zs+GzRIgD/ait2vcxdJl0DaxupL7G60vWydpTqsmuQnl8Gqys5oFibS88/S7kgOQVZ3z127Bity8YVaU8OW5eOrrRVRApTUkIdgmJJSe/eoQ5BacfolI4iMmTvXgzZuzfUYSgW9Nu+Hf22bw91GEo7Rd/wFZHJ69cDAA5deGGII1GCZcTKlQCAE+PGhTgSpT2iA74i8sbtt4c6BMWSdffdF+oQlHZMmwz4/uKVJGKm+eXyBmShbt++fQFlkydPpnVtlq3bbKTOhC4mukpCLBOjmsp1HizsGNI1NLWU3OON2xc9uw52LikFAmvzgoICWpe1jbQ8nR1XEnJZXVYmCeI2S+/ZMWxEW+k5OXr0aEDZ2LFjAQBVvrb3XlOworqUX55dr41IbWMskARIdgwpBlbX5v7a7J3BUrZIcTHR9a9//SutO3z48KDOBWhqBaUFGfHZZxjx2WehDkOxYPD69RjsnYpTFH90wFdERmzZghFbtoQ6DMWCIZ98giGffBLqMJR2ig74iqIoYYIO+IqiKGGCDviKoihhQqu7dIwxAeq9pHqzJdBS4v+tW7cGlPXv35/WZe4fSU1n5ZKiz5b/B7vBhoTkHmIOGamuTVqCpq7X51jwOQyYu4PFJbVtVlZWQFlZWRmtm5SUFFAmORVYm0vpHVjb2Dhv2Lkk5w0rl/oSK5eulzlqvvzySwDANG8aAN/vF5I1FKwvSPeMuUBs0iVIfZTBHDIAv2fS/W3uhi/suNJ9kMoZGzZsCCiT0kOwFDMS0lgqoW/4iqIoYYIO+IqiKGGCDviKoihhgg74iqIoYUKbiLb+wp4kzrCd5AcNGkTr7iVZHDdu3EjrTpo0KaBMEniDXZoNcPGqucu4bQReSbhi5VKbs3JfvJ/+6EcA/iUMsbpM7Dt16hQ914kTJwLKpDQMLNc46x+A3fUymis2SveMpZ2Q0kMwpPubQtJW+0TaR6ZOBQCU5eYCABISEgLqsn0j2DEBLkwyERXgIqSUVoSJq1JaEXZcqc3ZM8n6qM09k9JOsGuQjrt79+6AsgsuuIDWtTFo2PRzQJOnKU1QQwZdpX1TZuEcUcIPndJRRAauXYuBa9eGOgzFgmmZmZiWmRnqMJR2ig74ikjGunXIWLcu1GEoFlyWmYnLdMBXBHRKRxH56KGHQh2CYsn/Xn11qENQ2jH6hq8oihImhGQDFJvNKSRHwMiRIwPKduzYQesyR4+0lJwt6ZdiYDBnheQ+YHWltrHZiIIp95Ljo6lzDX/nHQDAvrlzAXCXzOnTpwPKjh8/To/LHB89e/akdaWUCwzWvtL1MscUK5M+b9NHg918BODuEqkNmLOpV69eAIDp3nTW67zOtJycnIC6u3btCigbOHAgPRdz+UiOHnYfJHcJ6+eSG4YdQ2qbioqKoOpKm8uwZ4odE+BOMqk/s3QJknuPtY3N89sU+oaviPTZvh19dEPsDsWFmZm4UOfwFQEd8BVFUcIEHfAVRVHCBB3wFUVRwoSQ2DIlYdJmCTQTAEeNGkXrFhQUBJQdPnyY1s0k85+SQMSWQLNc40wIBoDu3bsHlEkCL7teG+FJyvnOBEefSOZb0u4T/piwmOtdwt8Y6RoGDBgQUCYJdaycCYgS0pJz1p/YfZRyvktCG8Mm5QO7P4WFhbQua3OfkBrlbXvf7yxfemlpaUAZMzYAvI9J/a6kpCSgTLre1NTUgDIpzQbr+1J/ZsYClppBuo/smZTy3rO+xNoA4PFKx7UR+21TK+gbvqIoSpigC6+UkBNTXo6rXnsNA/bvR2VCAjZcdx1O9e0b6rAUpdOhb/hKyJmxfDk8ERF4+r/+CyvvuAMz/vEPpObnhzosRel06ICvhJTI6moM2bULG6+9FrUxMTg5aBAOjxyJ8SSdrKIozUOndBSRv997b6ufo0d+PjwuF840EvHy+/ZFLx3wz4tX77kn1CEo7ZiQDPiSws7cJZI6zZwV0hJopv4zpwLAN+k4c+ZM0MdNTEwMKCsvL6efz8vLCyirqqqidZu73Fpqc9aObIMMgC+pZ24LaXk5c++4KipQExNzlvOjMjoaMbW1YuoIf1jbSO4F5lqxaVubzVKY08fmuCxWACgqKgookzYaYfdywoQJAWXMyQZw14uUSoJt7sJcawBvG6mPMpcNKwO4+4bFa7N5kAR7ViV3F+uP0v1l7h3JrWizYRKgUzpKE1zx+ee44vPPW/UctTExiPYbVGKqqlAtWDuVppmyfj2mrF8f6jCUdopO6SgiA0nirZamKCUFLo8Hifn5OOP9BpFy8iTykpNb/dydkb5C4jpFAXTAV5pgybx5rX6O2uhoHBw1CpeuWoVVN92ElOxsDNmzB6vvuKPVz90Zef2220IdgtKO0SkdJeR8sGABImtrce/DD2Puyy9j9YIFyBNS8CqKcv50WNGW5aKWjssEMSZGAVyIlY7LlmEnk6kIKdUAO64kcjGk47IUBCxWgIt6PuF5/N//DgDYdtNNAIJvG6m9mKjerVs3oFs3fPS9750dLxEmpeOyNrMR31i/s0mBIAlnNsveWX+UxO/i4uKAMp/oPWP1agDAmquuAsDFTXZcqX+wFBfSs8Pa0SYfvpSygQmh0nFZDKwNbFJvSOdiz5/Nsy4J7ewapFQQNqk+AJ3SUZogVfOqdzj6EZeZovjQAV9pU7oUFGDqSy8hNTMT7shIHBk/HhtvvhmO5ZuKoij26By+0qZMfeklVHXtilcffRRvPfwweh84gBHr1oU6LEUJC3TAV9qUrgUFODJpEtxRUajs3h3HR45E0smToQ5LUcKCVp/SMcYECBmSCMJEG0mUYAKitDKTCXiSYMLKpRzXLAYmJktCjs3qO7aK0Ua0lUQqdr2+9vL9lwnRPtg9k/YPiIqKwr7ZszH4889RMGoUosvLkbFvH/bedlvAit3Gx62rq8PJkycbNur2hwmOkpDK7hlrL6kvsTaXVlcypPvAVm1K+f/ZSkzfMxXpfV58/ZCtKBfF8yDPJa1ylcRcBhsDbPZ3kGJg4igbQ6Tn32bfCXbfbVa+Sse1WTluu7m5vuErbUrusGFIzM7GLffcg6/+4Ac4M2QIcqZMafIzNTU1ePzxx5Gdnd1GUSpK50QHfKXt8Hgw83e/w7GJE/HKM8/gtccfR1RZGUa+8EKTH4uPj8eCBQuwdOlSMY+LoijnRgd8pc2IKS9Hl9OnsX/WLHiiolDTtSuOzZyJXlu3nvOzkydPRkpKCt577702iFRROic64CsiNV27ooZoB+dLddeuKE1JwQUffgjjdiOqvBz9P/oIxQMHnvOzxhjcdNNN2LZtGw4dOtRiMXU2KhMSUGmx968SXqgPXxHZ+vOft/gx133ve5i4dClGrlgBx+XC6TFj8OU3vhHUZ7t06YKbb74Zr776Kh544AFxE+hwZsXdd4c6BKUd065SKzAlWnL0MKQBgKn0Ul2m3kvpDtgxbHKCB+sYAXjbSC4dptzbLEWXYC4M5siR3AepqalwEhOxZezYhrKoqCgYAP4tydrR4/Fg7Nix2LNnD95++23cfvvtOHnyJI4fP47p06efVVdyd7F7JjmjGKzvSm3I6kr3ISkpKaBM2t/BxnXG7gVLlyB9nrWN9OzY9DuGjdtJipe1GXP0SHHZ1GVIfYE9v9K40Jo6lU7pKCLDn38ew59/PtRhBLBgwQIcOnQIu3btQnFxMT788MNQh9RuGPPKKxjzyiuhDkNpp+iAr4hElZYiStgZLJTExMTgzjvvxGuvvYb4+HjktEHe/o5CTFkZYoR1EIqic/iKyBf33RfqEALIycnBkiVLcO2112Ly5MlYuXIlzpw5g5qaGnGKK5zY8q1vhToEpR2jA77Soejduzeuv/56vPXWW4iKikJZWRkSEhKQm5uL/v37hzo8RWnXtElqBX/BwiYfvgQTeGzyj0vYiHJMWGRikpRrnB1XEnLYtdkszZaWfLN29ImzE55+GgCw9d/+DQBPMcE2v+7bty89F7s2/2soLy9HTU1Nk5uNT506FVOmTMHGjRvx6quvori4GJmZmbjgggsa6kqiHhNzmXgu9SXWXpLYyNpc2qSeiYWS8NzUhudjHn8cALDrO98BwMXg/Pz8gDJJIGZIcdFN6i1SVEjjAsNG2GTx2qR3kZ4zm1z0NnsuMPFbOpdNmwE6h680QdecHHRt4/nxvXv34sEHHxRzpfhwuVyYNm0aHn30UVx99dVISUlB9OnTmPjAA4guLGyjaNsfXU6eRBdNRqcI6ICvtCsmTJiA/v3745UgnSbR0dH40Y9+hIkTJ2LQyy+jx5dfYtDSpa0cpaJ0THQOX2lXGGNw33334d5778WkSZMwYsSIc35m5rx5iGj0jSD9nXeQ/s47cEdH45NVq1ozXEXpUOgbvtLuSExMxD333IM///nPdJGQP+uXLEHOlVfC7Z23d8fEIHfWLGxWP7qinIUO+Eq7ZOLEiRg1ahSWLFlyzro1PXuiLj4erpoauKOj4aqpQV18PGqFTcAVJVxpE5eOv8Jss5O95C6x2YmeYbP0XvJ3M5cOuzZpkwKm3EuuBhavzWYL0nHPnDkTUOZLl1DndUIUekVQlkaBuSVslvk3lWbjm9/8Jn7wgx9gx44dmDhxIv7+979j9uzZSElJCThGVFERjs2ZgxNz5qDfu++iW0kJTVPB7qXNPWfx2mwIItUtLi4OKJMcPayP+drc5xgqLy8HwO876zeS64Vdg9TvmorLHxs3nM2GIME+E9L12sQV7OcB+b4z2LVJ12uT9gHQOXylHRMfH4/vfve7eOyxx/D73/8eOTk5OHToUMCADwA7/t//a/h57333NblLl6KEKzqlo7RbamtrMWrUKEybNg1PPvkk0tLSkJubG+qwFKXDom/4isgZYQ/ZtuK5555DZmYm7rjjDjz11FOIiYlpmKpQOKVpaaEOQWnH6ICviHx8++0hPf+iRYuwbt06/P73v0ffvn3x6aefavqEc6C5dJSmCIloa4MkStgsl2YCnPSmyARWSQhiQorNUmd2DTafb24uewA4ffp0QBkTEAHejkwYlcRGm3znvns5ZcoUXHTRRXjvvfewZ88eHDlyJOD4TICTcrazlA02y/xZH5P6XSnJNMraGwBOktWxLJUFwPujdH8ZrSUgsjazEXil/tFcM4ZNWpJgRW7Ari+wY9jsCyIZPzS1gtJiXPf227ju7bdDHQZiYmJw/fXX47e//S1mzZqFuDNncPXixYglDqNwZ9ayZZi1bFmow1DaKTrgKyKVcXGoFJK5hYKePXvi1ltvxeg330TqgQMY8+aboQ6p3VEZH49Kix28lPBC5/AVkTVXXRXqEM7i1kWLENlo+mbYmjUYtmYN3FFReC2IBVrhwIa5c0MdgtKO0Td8pcPw5iOP4PDUqajzzrnXRUfj8NSpeOv3vw9tYIrSQdABXxG56dVXcdOrr4Y6jAYqExNRGxuLiNpa1EVFIaK2FrVxcahKTAx1aO2Guc89h7nPPRfqMJR2SkimdCTVmynkNmq6hI2bhi0Ft0lhwFR6G5W/JdqGHbdQyBHPHC4+F0yM18nk+71bt270GP5kZ2fTcuYkkZwZrK7jOLjo+HFsHDMGm8eOxZSdO9Ht2DEcPHgwoK7kwurRo0dAGVuVy9Jm+GLwR0rwdurUqYAy5sYBgKysrIAy6Z6xvtDgPvK6gDIzMwFwBxIrkzbpYe4QyYnCninJsWWzyQcrl+oG+6xKzh92XMnVxK5XStnAjiul72D3Vzqu5EaT0Dl8pUPxwvXXN/z8pldjCNyvSlEUhk7pKIqihAk64CuKooQJOuAriqKECW0yh+8vQkhCnY2IyQRLSYhhgock+tocl2Ej8LK6NvnwJbGQlUvpEpi46RMAI7yx+H7v0iVwtpy119GjR+m5mGApXQOLS0ofEEcWhw0fPpzWHThwYEAZ2xNAEqjZPZMEYpZGQWqb3bt3B/V5gF9vUlISAKDSK5IePnwYQP3uYf4wkZqlnAa4sCiJmKwv2KQlkZ4z9kxIom2wdaVUBezaWiLHvc1eEKyuNC5oagVFURSFoi6dTsgFq1dj8Pr1SDx+HEcvvhib7rkHAOCqq8OcpUvR6/hxdC8qwrJvfxt7Q5wCWVGUtkMH/E5IZWIivpg/H32++AIRfl87szMysO2yyzD3hRfOeZwTmoq4w7FPF6EpTaADfifk+KRJAICeR44gvtHiHU9kJLZffjkAwAli4dpHV1/dOgEqrcaSYcNCHYLSjtE5fEVRlDChTTZA8VffJbdFk0vG/WDuDknJttnZ3WYDBOY2stnshSnskuqen58fUCalVvC1TU1NDaLq6lBaWhqwxN1xHNTU1NDr9Tk7rv3rXwEA733zmwC4S4e1TWpqKo3L5xxpDEs/YAvbKERyJbF0Benp6QFlzAkD8L4k9Wd2bawNAO4UsnFs+fiPbdsAAIvHjwfA3Sjs2lhKEYBfr1SXPQ/SNTBHjk3KBsnpx9qG9VGpDW0cecz9Jx2XXYPUNjabMEljgIRO6SgipzIyQh2CYslencNvl1z0yScY+fnnSM7Jwb5x4/D+LbcAAFIPH8bkf/4TyceOwXG5cPKCC7D9rrtQ2Ur3UQd8RWT7zJmhDkGx5PVBg0IdgkIo694dm2fNwoD9+8/a0yGmogJ7pk3D8REj4EREYNqrr2LqM89gzY9/3Cpx6Bx+J8S43YiorYXxeGA8nvqfvV+BI+rqEOHtcBHeerCY8lIUxZ5Do0fj0KhRqPKboj4+ahQOT5iA2rg41EVH48srrkAqyf7aUugbfidkwnvvYdK77zb8Puyzz7B+xgysnzkT9zz2GBK988W3eneJ+uMPf4hikjb4hj/8AQDwxve/3+oxKy3DrzdvBgA8OGVKiCNRzofeBw/iTN++rXb8Vh/wPR5PgGAoLUVnoqDNcmsbcVZaWs2OKwmpTEhhYpIkrNiIM0wYrKiooHU/mTULn8yadVZZWVkZ4HbjT/fff1Z5QkJC/X8blflEW1/b+35nYh27hsGDB9O4ioqKaDnDRowqLS0NKGNCLgDs3bs3qM9L+eGZUMc+D/DUCNJyfF9qhMZI6R1YTn/f5+O/+ALAv1JLsLz+vnveGOl5YEg52NmzysRoqa5Ec1MYsHFBEn1tTBtMoD3X/h3GGBhj4HK5Aj6fdOIEJrz7Ltbdf3/AOaWxzVa01SkdRVGUENMtLw/X/PGP2PS1ryG/FddS6JSO0iQ9srJw1eLFAAAXeaNxGYPcSZNweMECAMDUn/0Mh6ZNw9ErrkB0SQkufeyxhroTyZtwRWUlPuzfH2v690fX6mo8uHUr3hw0CJuSk9G3rAzfJUnF/Fnaqxc29uyJ/hUV+PGhQ3h64EBsBDC2vBzf9bNGsne11+LjsS8pCcMLC7Fw3z48PmYMyrp3x7gTJzDH7xuBh7xp/X74cGR36YLJublYcPQo/mfcOJRER+O6/HxcV1BwVl2HfFv8sdcNNTsnB9ecOoUfjhsHALj+0CFMzM0NqB/l93b862uuAQBc8fnnSCsowCmSHE1pv3Q5fRpzHnsM26+7DoemTgU3BLcM+oaviKz+j/9A0YABoQ5DseBwv3544qabQh2G4kdjI4WrkZEivqgI1z3yCHZfeSX2Tp/e+nHYzHufDxkZGc4vf/nLs8qk+VU2hy/NpTIdQLoWNl9ns/hLOm6wizykvStt5vDZPLE0h8/m9crKymhdNp8rLZwKdu5X0mg+//zzgLL9+/fTuq01h8/ub79+/QLK2noOn6UxPp85fH+CncOXrpchLYa0mcNn1yDB+oL0TLG6NumGGdJ+smzxpzSuXLxyJaauWnVW2da5cwFjMOGf/0Stnz72mnfRow9pDGLlX//617c6jjOR1dcpHQUej8fqAVAUxY5Pr7kGn3qn3nz4XnC3zZt3Vrm0yrslaPUB33GcgL+wkuuF/bWS/rqyv/DSm5aN8s6Q4mVv+DbfEGyWWzc3ZQN7gwSAvLw8rFixAg888EBDmfRmyWJgb3VSh51CrII9e/akdXNycgLKpPtrszkMe9sr8Jtnl+oB/HqlPsrepPtaWO6ke9afZDFlb/IA7+fMbSW5ZtjnpWeH3XfpntlsOmPjsrF1rfjD3tBtXHpS29hs4sLKpT5m+6Kmr3VhztChQ3Hy5Ens2bMn1KEoitLK6IAf5kRGRuLGG2/Ea6+9ZrWOQVGUjocO+AqmTp2K6upqbPNmWlQUpXOiA74Cl8uFm2++GcuWLbPeFFlRlI5Dm7h0/AcRSSBiQoxkY2N2QClPt80g1twc9zZCTrDnl5CsaSxeSRDzlU+fPh0rVqzA9u3bMXfuXPzgBz/A7373u7PulY2Y1NS5GtO7d29a1+a4/qk7gOa3o00ed8nSyPqdlMKAXa9kaWSpDWxEPWZDlWAWTEkYZeXMag3wfQlsnlOb+8PahvUZqa7Ul9gUqDS22YwhmzdvRr9+/ZCWltbkuQDZmi2hb/gKgPo/SgsXLsTSpUtRW1uLgwcPip5iRVFaj6KiIrz00kutcmwd8BWUlJTgmWeewcCBA9GnTx+8++67iIqKarbFTVEUe6644gpkZ2eLixKbgw74SoNf/Hvf+x4uueQSvPTSS4iIiNABX1FCQFRUFG644QYsW7asxZ1zOuAriIiIwLe+9S185zvfwSuvvIL4+HhUV1frgK8oIWLatGkoKyvDrl27WvS4IVlpK4mYTLSxEaNshBHpuOwvqnRcdh1t6XKRBCImQkorMRsLjjNnzsS4cePw0EMP4fjx43C73WetnmRtw9pAaluWY0daEcvEekmgYueTxEImsNrsgcDaUfrDyPIXSSYEJo5KdVmOHgnWR1g7Sqt6bTbqZnVtclbl5+fTumzFshQDE1htNkFncUkCLxPgbVbPSjH44r3xxhuxbNkyjBw5EqWlpcjKysKIESPOGW9T6Bu+chZJSUl44okncO+992JQfDxGfPvbiLIYYBRFaRkmTJiAiIgIbNmyBVlZWVixYkWzj6kDvhKAy+XCnXfeiYwXX0TXnTvR929/C3VIihJWlJeXo7y8HDfddBOWL18OwM5qLKHZMpUAJk+fDlej6YS0N95A2htvwBMdjc1r14YuMEUJE/bt24fnn38eixYtQs+ePbF79+4WGfD1DV8JYPvy5ci/+mq4vQvZ3DExyJ89G9u8bxqKorQuEyZMwL333ovnn38eXbp0wYYNG6wWI0rogK8EUJucDHdCAlw1NfBER8NVUwN3fDxqhVTGiqK0PMOHD8evfvUrOI6DyspKcVMfG1p9SscYE6BQ2yjkEs1NlyDRGvnspfOzcqkNWF0pLuZqkNJOMAdCXV0dIvLzkT1/Pk7OnYs+77yDmPx8WpfFK7lpTvntLwsAxcXFtK6No4c5IKS2YW4Y1rbSNbB0Bza58yWHGtuxSmob5sKSnCSsblFRUUAZ6zMAz2cv1WVIb6Xs2ZF20mL30ub5t9lnI9hd7AC7sYL1hWB2sYqPj8e9996Lt956C5s3b0ZsURGufPppfHTPPajs3t16mkfn8BXKl//1Xw0/H/z+90MYiaKEN8YYzJ07F3PnzsW4l15C2sGDGPfPf2LjHXdYH0sHfEVRlHbO17/9bUQ2+lZy4dq1uHDtWtRFRuJvf/5z0MfROXxFUZR2zrL//V8cmjIFdd4purroaByaMgUvL15sdRwd8BVFUdo5lYmJqI2NRURtLeqiohBRW4vauDhUCqm5JdoktYK/sCDlcW+uECOJK0xUk87FlktLS9yZUMbEUWm5NYtBEnKYyCQJsex80hJ3JspJufOZSMXalomCAKjLQHIesLaR2pGJfdL1sj7CREib1AoHDhygdYcOHRpQJrUNu+9Snn0mKEt59lldlppB+jwTyqU0DEyYZOklAN6+bHN2gAvlUrzs/rK2lT5vYxxhx5U+b5M7X+p7cSUl2Dt9OvZPn45h69YhvrjYOrmazuEriqJ0AD78zncaft7kE2wtvfk6paMoihIm6ICvKIoSJuiAryiKEibogK8oihImtLpo6/F4ApwCkruEqdaSYm2zG5ONGybYDRQA7t5hdW1cSTaqu+REycnJCToG5uIoLCykdZlDhbmHpJQAzPEhuVYab7ziw2YjGmn5P7teG2cGi0FK+cD6qBQXcytJm7iwtBNSH2XXy+KS2pZdm9TvbNISMPeOlO6AubCkVBKsLhtvpOfBJkGZTVoDm82SbMYAyUEooW/4iqIoYYIO+IqiKGGCDviKoihhgg74iqIoYUKri7ZutztAkJIEE5vd6W1gy6hbYruwYI8hCVc2dZl4JglMTFSTRG5WLomQvXr1CihjbSB9npVLeedt8v+zdrARIW1EshMnTgSUMTEb4Pn/pXQJDOmesXglEZO1DTuutMyf1ZWEQhaXdB9YXUnA70k23pEEzz59+gRVV3p2WV3pXOxZbYk0Kmy8koRyFW0VRVEUig74iqIoYYIO+IqiKGGCDviKoihhgg74iqIoYUKbpFbwXwouLS9nS6DZEnuAL4e3WRYtbYDA1HupLitnMUgOCOZWktwWzPHB3AsAkJ2dHVDGluMDvM0l5wxzGsTGxgaUsU1VpBgktwRzbEipBtj50tLSgo5BahsGuz/ShiDM4SKlnWApAaS4WJtJjh7WH21cK8yBVFBQQOsyx4jkyGPYOIWkeFNSUgLKWB+XPs/OJaXeYC4d6RpsXIGsHSWXjvSsSugbvqIoSpigA76iKEqYoAO+oihKmKADvqIoSpjQ6qKt4zgBggPL/e2r648kmDABz2a5tCQmMcFEWgLNjsFEFCZsAvzaJEGMHVdKw5CXlxf0cVlsTEAEgMOHDweUpaenB5SdOXOGft5myThLgSDto8AEbUloZyImu7826TAkoZ0hiWw2KQyY8GsjFrLrtRGupeeX5biX4mL9TnombdqXCfjsXJLI3dw9Kmz2bJD6AmtHqa70/EjoG76iKEqY0Opv+J2Z0evW4cLNm9EzJwcHxo/Hh3feCQBIzsvD/OXL0cO7c1R+ejrWLViAQsEqqCiK0hbogN8Myrt3x5bZs5G+bx8iG339Lu3aFctvuQXFiYkwjoNLd+zAtc8/j6U//WkIo1UUJdzRAb8ZHL7oIgBA6vHj6NJowK+Oi0O1b8GYxwPH5UJ3YQ5dURSlrdABvxV5YPFiRNfUwDgONl17bajDURQlzGmTAd9fqc/Pz6f1mDotKfRsCbXkCGDKuaRuM+eMpJD7zucyBi6XK+D8v/uP/0BUTQ2mHjiA0qSkABcCc7NIbcPaQWobllqBtS3AXQ0jRoygdZmTg7kPJLcUS5Nhkw5Dul7mopDSOzD3DiuTNjVh8UqpQlhfkuKycagxh4l0f1ldFq90H1iKC6kuuzbpmWTPn3S9LHXFyZMnad2DBw8GlLF7KTmg2LVJ7jDW96Xjsj4m9QVWLh1Xuu8S6tJpZWqjo7H7sssw84UXECfcYEVRlLZAB/w2wDgOImtqkCD40xVFUdoCHfCbgXG7EVFbC+M4MB5P/c9uNzIOHUKvkydhPB5EV1XhkuXLUR0fjyK1ZSqKEkJUtG0GE957DxNXrGj4/YLPPsPHV16J/NRUzF6xAt1KSlAbGYmCjAy8853vwC2s/lQURWkLWn3AN8YECDeSAMEEJpul6NJy+l69egX1ecBO4Nly3XXYct11Z5X5RK79Y8Y0lHXr1q3+Bz8xs9C7MKsxp0+fpueyydPPxGCpHVkMR44coXWZ+M3aRkolYbN8nwllksjF2oalZgB4vElJSQFlkhDLhGepf9ikBGBtK6WosDkuE0JthD4mrkqGB3Z/JMGT3TPpulj7pqamBh1DZmZm0J9nMUj3l6V3kZ4zVpc9e4CdoG3TFwCd0lEURQkbdEpHUbxMO3ECX9u3D8mVlSiNj8eSK67Aod69Qx2WorQYOuArCoCxeXm4c/duPDJpEg726IGhwnaKitKR0QFfUQDcsm8flg0bhgPe+fwzwhy+onRkdMBvI9xuNzwejyi0KqHD5TgYXFSELWlpeGL1akS53fhi0CAsv/hi1AorRRWlIxISl44E23zAZld2yT3AlmZLLg6G5Ohhy7DZJg5lZWXYtm0b9u3bh9tuu62hnG1KIin3zB0ibWrC2kFaDm+zMUOwdSWHCyuX0jDY1GX9RrpelsIgrqQEUY6Di0+cwAOTJ8PtcuGh7dsxff16LPVLM8H+YEtxMXeHVNdmkw3mgpJeJJhLhvV9ye3B3EPMcQLwNArSfWDxSo4eVlfaaIQ9q8eOHQsokzZbYU4yqS7rd2xzGgDo3r17QJn0rLNrk1w6koNIQl06bcSoUaNw9OhRmudGCS013gfs7QEDUBQbi5LoaLw9eDAmkJ3DFKUjowN+GxEdHY0rr7wS77//fqhDUfwoi4pCfmwsnEbfYIJ/31aUjoMO+G3IpEmTUFBQQPeGVULL6r59MT8rC92rq9GlthbzMzPxOVmwpygdGR3w25DIyEhcddVVWLVqldWcrdL6vDJkCA50745nPv4YT378MQ53746/X3BBqMNSlBal1UVbx3EChBRJcGFikrS8nCEJG1lZWQFlkhDDBmJJiGHiFROY8hrNBffu3RtlZWXYvHkzqqqqsGHDBkyfPr3h/0viGRNMpbaJj48PKGtI7+BH3759A8qYyA1w4ZgJxJJoy9JWlJSU0LpM7JP6jU0+exab73rXjhqFtd4yl8uFDPJ51sdaQmy0eQFg913qN8HuQWDznEmpM1gMUqoQVlcSeJkwKbUjE13Z/ZGul51Liotdg2QcYceVUlyweKWxTTIBSOgbfhvjcrlw6aWXYsOGDfB4PNa5MBRFUc4XHfDbkNOnT2PlypXo3bs3oqKikJubS61diqIorYEO+G1IYmIiEhISsHTpUgwZMgQHDx7UuXxFUdoMXUbYhkREROCyyy5Deno6Vq1aBaB+7tZxHDpHryiK0pK0+oBfW1sbsOGwzebMbBNlgAtikph0/PjxgDJJaGPHkObZpes41+d79eqFr371q3jjjTdQWVmJsrKyhmNJKyaZ6COtsutNMjyyMoCLetI0ExNz2R8qSbRlwrG0qpeJuZJQx+5ljx49go6Bxet/XYWFhSguLka/fv0C6koryVlfkv6ws3sptQ27BpsN3tn9ZStBpbrSc8bOJRkATp06FVAmiZhsDJDanJkx2DVIZgE2Bkljhc3G88yQIgm8TIi1afOm0CmdEBEXF4eLLroII0eORHJtLR7bvh09hA6ghJ7S0lI88sgjomNLUToCOuCHEGMMUlJScOfRoxhTXIyFR4+GOiRFYMCAAZg+fTqWLFmiuovSYdEBP4Ss/PhjfLR2La7PyYELwPU5OVj/ySf4YMOGUIemEG644QYUFRVh/fr1oQ5FUc4LHfBDyG1TpmB1aiqqvPN+VS4XVqWk4OZJk0IcmcKIjIzEN7/5TfzjH/9Afn5+qMNRFGt0wA8hhTExqIiIQLTHg2qXC9EeD8ojIlAorAJWQk+/fv0wZ84c/O1vf9M1FEqHo9VdOm63O2AZs5TWgLkwpLps6byk8jOk5dL79u0LKEvy7oLkD3NGMIWdOWGA+mtIcRy8N2AA3h8wALOzstCzvJw6dVi8kiOApUsYMmQIrWuTS565Q2zspMxpIKVASE5ODiiT5s6ZY0Nqc+bIsVnK7nK5cOutt2L37t345JNPsGDBArz44ouYOHEiRvjlzrch2D0jALs2DzYnv+SAYmk6JNcKazPpulgfyxPSUds4Z9j52PMkOaDY8yClL7BNa+CPtM8Gu2dSf7R96VAffoj5daPpm6fGjLH6o6WEhoiICHz/+9/HAw88gAkTJqC6uhoHDhxo1oCvKG2BTukoiiXl5eVISkrCwoUL8eijjyI1NTVgrYmitEd0wFcUS9asWYN///d/R0REBJKTk7F//37k5OSEOixFOSc6paMolsybNw9DhgzBc889h4qKCuTn54uagaK0J9okH76/uCFtIM7EFSmPOxNdpPlvJvxKS5VZnmypLhOeWD7ugQMH0s+z5f9SugQm2kiCJxPapLpMrJNEQSntgz82G3VLy8ttzs+uQWpHFgMTz84lkvXp0wc///nPsWXLFrzwwgsoLCxE1ZEjuPyJJ7Dhe99DVWKilajHYpCugZVLzxSLgbW5zT2XBFN2LmnD8549ewaUSQIvaxup37C+z5BSUbByKVUIK5fEYEmgZbD7K5lXbNEpHUU5T4wxmDx5Mv70pz/h9ttvx5i33kLK/v0Y9frroQ5NUSg6paMozeS2RYtwZ6Nve0M/+ABDP/gAdVFRePXZZ0MYmdLWRLrd+PYXX2BsQQG61NTgVEICXhg+HJ+RbzShQN/wFaWZvP373+PoJZegzvu1uy46GkcuvRRvPvpoiCNT2poIx0FBXBx+fskluPXaa/HS8OH4ydatSBWmetoafcNXlGZS1aMHauPiEFFbi7qoqPr/xsWhSkgNrHReqiMj8cqwYQ2/f96rF/Li4zG0pAR5QeoLrYkO+IrSAsSWlODgzJnInDkTgz/8EHGaRlkBkFhdjT7l5cgSxOu2ptUHfJfLFeBykRR2myXUzJXQEkugmfNG2iwh2HNJqQqYM0JS41nbSA6IYN00AHfv2CydZ0j3l5VLbgnmdpCWkTMXlZQqgB1Dqstg98zj8eDVm25q+P3Lq68GAFSTdNfSuYJtW+kYkkuHHdfmeWDOGek+sHKbjUokR15BQUFAmXQNrO+XlpYGlEn3wcYNw9w0jY8b4fHgR9u346P0dByLjwf82sfmnkttbnMMQN/wlU5Cz7w8XP3WW+iVnY3KhASsmzsXB0eNCnVYSphiHAff37oVdS4XnhkzBmgnmxupaKt0eIzbjRtfeAGHhg/HH37xC6xcsABzXnkFPTSFsRIKHAff2b4didXV+M3kyXBbvoW3Ju0nEkU5T3rm56NLaSm2TJsGx+VC1uDBODlwIEZs2xbq0JQw5N937kS/0lL8z8UXo8ZiurAt0CkdpdOSQjbKVpTWJKWiArOPHkWNy4Vn33uvofyPI0bgoz59QhhZPW0y4PsLXTbClSTqsTQK0lJ0JupJIggTg6QYWLxM1GPpGgAutElLsFm83bt3p3XZkm9p6TwTaKWl5MHmCpcENXZtUlzsXCxtBQAcjYlBWXw8xq5ejQ2TJmFQVhb6ZWbiyMCBAZuOMwGdCcTSEn3WNlL/YPFK/Y4J8JJ4zvq51PfZs8auzUaIlZ5fdn+lPQxY35dMCEzsl0Rqdn+ZcGzzTEvPJOu7p2JiMH/ePHoM/yPbtLl0f20MGoC+4SudAE9EBF668UbMW7UK0zdtwonevfHliBFwt7Ov04oSajrEgD8vKwuzsrORUVqKtb1749ExY0IdktLOOJWaimfuuKPh939/4QVs136iKGfRIQb80zExeHXwYEwoKEB0M7cVUzonaXl5KEhKgnEcTNm2DV3LyrBNB3xFOYsOMeBvTEsDAAwtLkayDvgK4aIvv8SknTvhcrtxtH9/PHfbbXBb7BOrKOGAPhFKp2DljBlYOWNGw++2KxAVpa1wu91wu91WG9e3FG2yAYq/6iy5OJjC3vjBNcYAxsAYQx9oScmWUhsEi5QqINgl6lI9Fq/NLvSSk4S5kiQ3DHNR2KQaYG0rncsG9jBI94E5tiR3CIstnyzQ6tevX9Cfl1wcrI/6u4Z8SA4kBnPv2KSSYJ+XUgqwa7A5l/TssXQH0j3r27dvQNnp06dp3by8vICyRJLETnL5SJsdMWzSfzRu38LCQuzduxeXXnopbUublxXbZ01fgxRFUdqQnj17omvXrjhw4ECbn1sHfEVRlDbmwgsvRE5OjvhNpbXoEAO+y+NBlNsNl+MgwnEQ5XYjQvj6pyiK0t6Jjo7G6NGjsWvXrmZPOdvQIUTbWzMzcfuhQw2/zzh5Es+lp2OJsDm4oihKeyclJQUpKSnYu3cvxrSRhbhNBnx/UUsSNpiI6TgO/tqvH/7qJ6LV1dUF5JeWYF+bpLQEbKmyJLoyoc1GcAk2NUNLIAltrFy6P8HGZiM8S3WZgCe9CTHxzL9s//79SE5ORv/+/QPqMjFYElHZ3ghsTwGAC5NS/ygqKgook9qG5Y2XBHx2f1nbSo4RFq90DSxeacqCCcfSc5aUlBRQlp2dTeumpKQElLF8+lJftnn+WF3pGqR9FC644AJs3LgROTk56NWrF7Kzs9GtW7eANBNSCgVbN1qHmNJRlObSpUsXfPbZZ2369VlRzkVkZCRGjx6NPXv2oLq6GsXFxa06r68DvhIW9O3bF8nJydi6dWuoQ1GUs+jRowf69u2LPXv2ID4+XrSMtgQ64Cthw0UXXYTs7GxxOkBR2pqjR49i27ZtSEtLQ2VlJSorK+kUZUuhA74SNkRFReGSSy7Bpk2bxEVcitKWpKenIykpCVu3bkV8fDyys7OtFuHZ0mkG/LKyMnGlnqL46N27NwYMGIDNmzc3lLXmV2hFaQqXy4WBAwdi2rRpiIuLg+M4qKystDI+2NDqLh2PxxPwNiUNzEzhltIl+C8FP378OOLj49GH7CrD3uZsxDvpL26wGz5IDgjmrJBUfua2kDZxYF8JbTZWkdqc1WWDpXR/2fJ9aZMPdn+k5f/MAdHUW9K4ceOwYsUKHDlyBAMHDsS6deswb968s9qYuXEA3uaSA+rkyZMBZUOHDqV1mZNE6jesj0jX26NHj4Ay1o42KQWkvsT6jSRAMteJTfoPyZXE2oEdV3p2WF2pbVgftdmoxP95ysjIQK9evXDw4EEkVlXh/335JRaPGYOimBir1BdN0Wne8AcPHoycnJxW/TqkdA4iIyNx6aWXYsuWLaisrERsbKz2G6VdEB8fjwkTJuDOo0cx6swZ3H74cIsev0MsvAqG2NhYpKenIzMzE6NGjdJsiYrIwYMH0bdvXwwbNgwbN25EQkICysrKqL9dUdqS99atQ0yjN//5J05g/okTqHG5cPuCBc0+fqcaFZOTkxEbG4sTJ06EOhSlHVNZWYm3334bbrcbVVVVcLvd+oavtAtuv/hifJiWhirvC2uVy4UP09LwnTlzWuT4nWrAN8YgIyMDBQUFdJWjogDAmDFjMHfuXFRUVKC8vBynT59GYWFhqMNSFBTGxKAiIgLRHg+qXS5Eezwoj4zEGQuNpSnaZErHX2SSBFObXe+ZgGiMQXR0NDIyMpCZmYkxY8bAcRwcOXIkYMm1JIgxEZHlWweCF0ykZdFMIJLsgnFxcQFlUjsywZF9HuAik5QqINg8+QkJCUF/XmobJsqxZfMA7zfScX3XGx8fj6uvvhoFBQVYtWoVzpw5g94A7v34YzwxfTpKBVGQ3R8muAI8tYIk6g0aNCigbPfu3bQuI827K5w/TLRl90ESTFldtn8AwAVTm7QkkpDKRFN2XQAfL5iJQXoeWF3pObdJO8H6jTQGJdXV4d30dLzXvz+uPX4cPaurxbq2zsROM4ffmKSkJBQVFSErKwsDBgxASUkJkpOTWy1PjdJxSU5OxvXXXw/HcfCVzZtxQV4evrJzJ1665JJQh6aEKYvHj2/4+YmRIwEAPPOXPZ1ywHccBwMGDMAXX3yBkpISuFyukG0pprR/nlm6FNGN3kRnHjiAmQcOoCYiAvfceWcII1OUlqVTzeED9VM927ZtQ3Z2NgYOHIjDhw8jMjJS/CqtKA/ccAM2ZmSg2jt9UR0RgY0ZGfjxjTeGODJFaVk63YDvcrkwevRouN1uZGZmIjY2FnV1dZolUREpjo9HVVQUotxu1EREIMrtRmV0NEqEeXxF6ah0yjmO6OhoDBo0CL1790ZWVhbcbjcqKirEHPiK0q2qCmuGDcPaoUNxxcGDSNR0C0onpNUHfMdxAhw10tJsVi7Nu7O6/mVRUVEYMmQIcnNz4TgO0qOi8H/HjuEn6enIFTLSMfePtCAnLy8voIw5CiR3C5tmkr6JMNeKNE3FHBDSEvfi4uKAstTUVFqXORCYS2CgsBMZu2dSagV23yVHAiuXnFVHjx6lZX+64oqG31+cMgUJCQlgPg52DVL2TbZxx7Fjx2jdyZMnB5T189v0xwczH/Tq1YvW7dmzZ0AZc85IribWH6U1C6wvSfeXHUPKEsncO9JxWaoP/81EpHqA3fXajFc2mx3ZjCG2RpRON6XD6NGjB5KSkvBvubkYX16Oe3JzQx2SoihKm9Mpp3T8+eyLLxDT6C3wa4WF+FphIaqMwYQLLwxhZIqiKG1HWLzhzxk+HCsSE1Hp/fpTaQz+2a0bZguZCxVFUTojYTHgF0RFodzlQozjoMoYxDgOyiIiUKC+fEVRwgjT2puGGGPyAWS16kmCYCgwuBaozQfyU4CUKCDqIJAZ6rgURVFamAGO49A8JK0+4CuKoijtg7CY0lEURVF0wFcURQkbdMBXFEUJE3TAVxRFCRN0wFcURQkTdMBXFEUJE3TAVxRFCRN0wFcURQkTdMBXFEUJE/4/gmu72uQdn58AAAAASUVORK5CYII=", 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", 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", 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", 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MGWGBZTabO+6IeOYzI+6881q3xBhjjDHGrAEWWGazefGLI265JeJFL7rWLTHGGGOMMWuABZbZTHZ2IkqJeNnLImaz+Wsp88+NMcYYY4y5n1hgmc3k1lsjnvvciN3d+d+7uxHPe17EO95xbdtljDHGGGOuayywzGby2MdGXLwYsb8fMRrNXy9ejHjMY651y4wxxhhjzHWMBZbZXO66K+IFL4h4/evnr7zQhRe/MMYYY4wx94P+tW6AMdeMm28+fv/Sly5+x4tf/MAPPLjtMsYYY4wx1y3OYBnDePELY4wxxhjzALDAMobx4hfGGGOMMeYBYIFlDOPFL4wxxhhjzAPAAssYpWvxC2OMMcYYYzrwIhfGKF2LXxhjjDHGGNOBM1jGGGOMMcYYc0ZYYBljjDHGGGPMGWGBZYwxxhhjjDFnhAWWMcYYY4wxxpwRFljGGGOMMcYYc0ZYYBljjDHGGGPMGWGBZYwxxhhjjDFnhAWWMcYYY4wxxpwRFljGGGOMMcYYc0ZYYBljjDHGGGPMGWGBZYwxxhhjjDFnhAWWMcYYY4wxxpwRFljGGGOMMcYYc0ZYYBljjDHGGGPMGWGBZYwxxhhjjDFnhAWWMcYYY4wxxpwRFljGGGOMMcYYc0ZYYBljjDHGGGPMGWGBZYwxxhhjjDFnhAWWMcYYY4wxxpwRFljGGGOMMcYYc0ZYYBljjDHGGGPMGWGBZYwxxhhjjDFnhAWWMcYYY4wxxpwRFljGGGOMMcYYc0ZYYBljjDHGGGPMGWGBZYwxxhhjjDFnhAWWMcYYY4wxxpwRFljGGGOMMcYYc0ZYYBljjDHGGGPMGWGBZYwxxhhjjDFnhAWWMcYYY4wxxpwRFljGGGOMMcYYc0ZYYBljjDHGGGPMGWGBZYwxxhhjjDFnhAWWMcYYY4wxxpwRFljGGGOMMcYYc0ZYYBljjDHGGGPMGWGBZYwxxhhjjDFnhAWWMcYYY4wxxpwRFljGGGOMMcYYc0ZYYBljjDHGGGPMGWGBZYwxxhhjjDFnhAWWMcYYY4wxxpwRFljGGGOMMcYYc0ZYYBljjDHGGGPMGWGBZYwxxhhjjDFnhAWWMcYYY4wxxpwRFljGGGOMMcYYc0ZYYBljjDHGGGPMGWGBZYwxxhhjjDFnhAWWMWY9uOOOiGc+M+LOO691S4wxxhizwVhgGWPWgxe/OOKWWyJe9KJr3RJjjDHGbDAWWMaY65udnYhSIl72sojZbP5ayvxzY4wxxpgHGQssY8z1za23Rjz3uRG7u/O/d3cjnve8iHe849q2yxhjjDEbiQWWMeb65rGPjbh4MWJ/P2I0mr9evBjxmMdc65YZY4wxZgOxwDLGXP/cdVfEC14Q8frXz1+90IUxxhhjrhH9a90AY4x5wNx88/H7l7702rXDGGOMMRuPM1jGGGOMMcYYc0ZYYBljjDHGGGPMGWGBZYwxxhhjjDFnhAWWMcYYY4wxxpwRXuTCLOeOOyKe85yIn/qp1Za+/qM/irh8OeJZz/qgN81cI9785ojz5691K4wxxhhjHnI4g2WW8+IXR9xyS8SLXrTa9o96lAff68758/P7bIwxxhhjFnAGy9TZ2Zk/tBW87GXzf6NRxN5efb83vemD3zZjjDHGGGMegjiDZercemvEc58bsbs7/3t3N+J5z4t4xzuubbuMMcYYY4x5iGKBZeo89rERFy/Os1ij0fz14sXV5mEZY4wxxhizgVhgmW7uuiviBS+IeP3r56933nmtW2SMMcYYY8xDFs/BMt3cfPPx+5e+9Nq1wxhjjDHGmOsAZ7CMMcYYY4wx5oywwDLGGGOMMcaYM8ICyxhz/XDHHRHPfKbnAhpjjDHmIYsFljHm+uG0D702xhhjjHmQscAyxjz02dmJKGX+oOvZbP5ayvxzY4wxxpiHEA++wHKJjzHmtPih18YYY4y5TnjwBZZLfIwxp8UPvTbGGGPMdcKDJ7Bc4mOMeSD4odfGGGOMuQ548B40fOutEd/0TRGvfGXE1avzEp8v/uKI7/3eB60JxpjrGD/02hhjjDHXAQ9eBsslPsYYY4wxxpg158Gdg+USn/XCC5YYs3n4/3tjjDGmkwevRDDCJT7rBi9Y8gM/cK1bY4x5MPD/98YYY0wnfg6WOT1esMSYzcP/3xtjjDErYYFlTo+fSWTM5uH/740xxpiVsMAyp8cLlhizefj/e2OMMWYlLLDM/cMLlhizefj/e2OMMWYpD+4iF2Z98IIlxmwe/v/eGGOMWYozWMYYY4wxxhhzRlhgGWOMMcYYY8wZYYFljDHGGGOMMWeEBZYxxhhjjDHGnBGlaZrVNy7lvRFx2wevOcYYY0xERDyuaZpHnXYn+yljjDEPIqmvOpXAMsYYY4wxxhhTxyWCxhhjjDHGGHNGWGAZY4wxxhhjzBlhgWWMMcYYY4wxZ4QFljHGGGOMMcacERZYxhhjjDHGGHNGWGAZY4wxxhhjzBlhgWWMMcYYY4wxZ4QFljHGGGOMMcacERZYxhhjjDHGGHNGWGAZY4wxxhhjzBlhgWWMMcYYY4wxZ4QFljHGGGOMMcacERZYxhhjjDHGGHNGWGAZY4wxxhhjzBlhgWU2ilLKn5RSJqWUR8rnbyqlNKWUxx/9/WdKKT9TSnlfKeXeUsrvllK+6ui7xx9te1n+femKbRiWUn6olHKplHJnKeUbl2z/DUfbXTrab0jfPb2U8oZSyn2llLeWUj79tH1ijDHmoUMp5f8tpfzgWW+7wrGaUspHVb77pVLK88/iPMZsAv1r3QBjrgHviIgvi4jvj4gopXxcROzKNv81It4SEY+LiHFEfFxEPEa2ubFpmoP7cf4XRsSfPTr2YyLiNaWU32+a5tW6YSnlsyPiWyPiL0XE7RHxsxHxnRHxraWUh0fEL0TECyLi5qNr+oVSyhOaprn7frTLGGPMGXIUmPsHEfGREXEp5jb8HzVNc09tn6ZpvnvV459m2wdC0zSf+2Ccx5h1wRkss4n814j4Svr7+RHxI7LNUyPih5umudI0zUHTNG9qmuaXzuj8z4+IFzdNc3fTNG+LiP8UEV/Vse3/1zTN7x2JphfTtk+PiDubpvnppmkOm6b50Yh4b0T81TNqpzHGmPtJKeUfRMS/iIh/GBE3RMSnxjyw9iullEFlHwe+jVkDLLDMJvL6iLhYSvnoUspWRDwnIn402ealpZTnlFI+/DQHL6U8t5Ty1sp3D4uIx8Y8OwbeEhFPrhzuycm2H1JKeQQOqaeIiI89TXuNMcacLaWUizGvNvi6pmle3TTNtGmaP4mIL4mIx0fElx9t98JSyitKKT9aSrkUEV919NmP0rG+spRyWynl/aWUf3xU6v6ZtP+PHr1H+frzSynvPCpx/zY6ztNKKa8rpdxTSrmjlPKSmtBLrufXSylfc/T+q0opry2l/OujY916VK7+VaWUd5VS3sPlhKWUzz8qw7909P0L5dhd19crpXxrKeWPj75/+VH1hjEPaSywzKaCLNZnRcTbIuJP5fu/ERH/MyL+cUS8o5Ty5lLKU2Wb9x05F/z76IiIpml+vGmaj6+c9/zR67302b0RcaFje902jrZ/XUTcVEr5slLK9pFD+8g4We5ojDHmweXpETGKefl2S9M0lyPiVTH3PeCLIuIVEXFjRPwYb19K+ZiI+IGIeF7Mg3M3RMSHLjn3p0fEEyPiMyLiO+CbIuIwIr4hIh4ZEZ929P3fPd1ltXxKRLw1Ih4RET8eET8Z88qPj4q5eHxJKQX+7krM/e2NEfH5EfG1pZS/suL1fV1E/JWIeGZE3BQRd0fES+9nm4150LDAMpvKf42I58a83E7LA+OofO9bm6Z5ckR8SES8OSJeWUrhjNEjm6a5kf69bYXzXj56vUifXYyI+zq2120jIu5rmub9MXfM3xgRd0XE50TEr0bEu1dohzHGmA8ej4yI91Xm6d5x9D14XdM0r2yaZtY0zZ5s+9cj4heaprmlaZpJRHxHRDRLzv2dTdPsNU3zlphXPXxCRETTNL/dNM3rj8re/yQi/kPMhcv94R1N0/znpmkOI+KnIuLDIuJFTdOMm6b57xExibnYiqZpfr1pmt85ur63RsRP0HmXXd8LIuLbmqZ5d9M045jPYf7rLqU0D3UssMxG0jTNbTFf7OLzQiKMybbvi4jvjXn07AGVJhzNo7ojjhzeEZ8QEb9X2eX3km3vOhJX0TTNbzRN89SmaR4eEV8REU+KiDc8kDYaY4x5wLwvIh5ZEQKPPfoevKvjODfx903TXI2I9y859530/mocVU6UUv5cKeUXsSptRHx3LAq903AXvd87apt+hvN+SinlNaWU95ZS7o25aMJ5l13f4yLiZ1EpEvOKk8OYBz6NechigWU2ma+OiL/UNM0V/aKU8i9KKR9bSumXUi5ExNdGxB9B2DxAfiQivr2U8rBSypMi4m9HxA93bPvVpZSPKaXcGBHfztuWUp5yVB54MeYi8F1N0/zyGbTRGGPM/ed1MV+BdmHRoaOyuc+NiP9BH3dlpO6IiD9D++/EvCzv/vCyiPiDiPizTdNcjIj/N07O4/1g8OMR8fMR8WFN09wQEf+ezrvs+t4VEZ8r1SKjpmm0rN+YhxQWWGZjaZrmj5umeWPl692YL6d7T0TcGvMo2hfKNveUxedgfWNERCnleaWUWkYqIuKfRMQfR8RtEfEbEfEvsUR7KeXDj4714UdtfHVEfE9EvCYi3nm0zz+hY31zzCOh74p5VPSLV7p4Y4wxHzSaprk35otcfH8p5XOOAmGPj4iXx7yM+7+ueKhXRMSzjxaRGMS8RO7+iqILMV8q/vJRcO9r7+dx7s95P9A0zX4p5WkxL88Hy67v30fEd5VSHhcRUUp5VCnlix6kdhtzv3ENq9komqZ5fOXzgyCj3jTN13Uc40+iw8E1TfNjIROV5ftxRPyto3/63TvjeCEMfPZ9EfF9lWN9We08xhhjrh1N03xPKeX9Ma8uwHOwXhkRzzvyA6sc4/dKKV8X80UkzkXEv4mI98Q8O3Zaviki/mPMA3Nvivncqb90P45zWv5uRPyrUspLYh5UfHnMF7xY5fr+bcz97X8vpdx09N1PRcTPPQjtNuZ+U5pm2VxJY4wxxhhzrTkqMbwn5mV+77jGzTlz1v36zObgEkFjjDHGmIcopZRnl1J2SynnYp4N+52I+JNr26qzY92vz2wmFljGGGOMMQ9dvigibj/692cj4jnNepUfrfv1mQ3EJYLGGGOMMcYYc0Y4g2WMMcYYY4wxZ4RXEdxAhsNhc/78+UD2UrOYTdMsfJdlOUspUUpJ3/M22WfZNmdFV0a29l1XG2rf4Vj6fbb9WVwv7/dQzzqfpn34felvqNfrLWyTHTfry9tvv/19TdM86v602xjz0GIwGDS7u7sRcew7ar4Hfy97/2BwVjYa7a75m1X2XfW7VY6dXVeXXe7ykw+kj+5vW1c55mn6WH0TnzM7f6/Xa33bu9/9bvuqNccCawM5d+5cfNZnfdYJIXV4eBgREQcHBzGdTmM2m8V0Om0/B6WU2N7ejq2trej1ejEYDKLX67V/Y4CM9/x5v9+Pra2tiIiFbdhRntYwZkaNr202m50wgF3CCAYQbcP3eI/j6Xd6PfiOj6fvM3Gr7Vq1b2rGnduq17vMIXS1Lfu+aZqYzWYLf/P5+D1+X2hfv9+PUkoMh8PY2dmJXq8Xh4eHcXh42B4Xx+Z7w8f8ju/4jts6G2mMuW7Y3d2NZzzjGdHr9WJ7e7u1E8PhsH3f78+HMTXfonZ8GbDRsDWnATZvWYByWVu4vbx/1+d6PPjkbFtcI++nNlVtd822wy43TbPg/zR4xufU/uLzZX2j14cxBc6f+Rlu3yrweAW/o5rvxXv1TzyGwntcY7/fj9FoFIPBICIivuVbvsW+as2xwNpQeKAacdIYZcYkiyDq56dxZplTWGW/ZcestX2VY6vgy5zC1tZWatDVKGfOS8UYs2q2UK+Nt8Pn2ftl2bjaZ9l+NWEGZ6fXovc6E5YHBwfR6/WqDhH9xsd/qGfzjDEPDPYr+h42BUKC7S0LLCazMbwNH0P9JH8fcdJvrmKfV/GL2L/mD1aFrxPH0iDgMiHS5adUSM5msxN9wIIrIwsARizvr1Vs/zJxxX6c7yH/BrrOmY2FcD36O4Nv1IC1WV8ssDYUHXhnA+plBoydnRrtTJjcH7oianwd2n7+u2vQ3nXO2mtXRigToFlfnEZYnuZz7Y/T9n9NbGX3QYVVdoya86yRCXyFo6PY1kLLmPUnG9DW7Gtmd7iCIGJub2riaZXzR0SbucHxusRENhivfb+MrvOgLfDLLKK0/LrLr/E+HDzD9vzKx8ze11glULhsn1Wo+bHad9l9zsj8ele77as2BwusDQRRFGRcsu+zwauKCEajibz9KmQRtZqI0c+6DCe+10hUxMnoVlYSyH9npSPs3LvKLrJ/q7RJ27dMKGp/1DJRmVPscozLRBUfg//BOes9yAYHLA6xr/4WsnvLpYPGmPUiy0rh767tdd9sG/WB6mNq59B9ODukWZzasZeJqy7/qXa+a9usOoXtapfdh696IPa1yz9n26B9q15b5sdrvmnZ8XRb3ie7fzo+0OwUPsMxDw8PH3DQ2Vw/WGBtIGyUuhzIsjIsGBXUQ/d6vXYejW6n++jnuv0DjfJ0GUP8nV17TQhl2Tk+Tyaq9HO+9qxEEJ9nYoYHBMtKOjSDtSyLlDnYLiGVbcttUkeuWTUuS83uM2rZs/NmAhJ18MaY9SLzMbWAVWavl/mi7HwZ2YBb91N7zcGirmPW2pTtp/6kxjJhuMy/ctvYn50mA1MTbquIHfYVtaxa7XgqYlSEdZ2zK8OVZf5UZOl7DTZizrHZDLxM+4bS9T/5KkZ01WjbqtGa00Tv7s85Vs2GKas49MyR43g145ttp9vq9qs41q5ryVCRpPd+lRr2bL/suKeJgnb9/rR/LLKM2Rw4UNW1jQbEMiFTs92naYu+XyXr9VDhtJUMXazSj13Hz3yGfr7K8WvbnuZaVj1n1+9HxVoWkDTrzfVjCcyZggEp11XrAgXZpE9G518hwqilHBxZjMhLFR6IweFjXLh8Of7eK14R5y9fPvHdslIIvGYTqvXaNJqKKKtOttZj1yKu2TH1/Nl+XdQEmYoi/Q3gn67ex5/rbwef8ee1z2q1/No+LhHE5+cuXYqv/KEfit1Ll9rPuW3GmPWjK0tQy17VjpMFxbqCZLXzZ/tmoi47X5bRUR+1ShCPYR+SXYN+l9nd7PqzttWuP/ucA2Gga84ub8M+h1cr7BJmtX14m9q1ZtvoPaldc9fvkq/p4OAgDg4Okp4064YF1gbSNE27jCgPfNVAZYaF/64Jj8y4qONTMbeKsa9dC//7y7/1W/GEP/3T+Jw3vCE1kNm5aoYRYonFE5eq8OcqxGpiKhOdXAKzbNCwbACh1LbTfuOSvEwcwWFNp9PWQfA//u3wvoeHh3FwcLDwm9LXzGFmv8GIiGf8xm/Eh7/znfHM3/iNdltuhzFmvVDbx59F1B/3ocfg/VYVLbrvadqrNl1RG/xAMhxdPmdZ25cJDt2my5/x9svoEln4LvND6kv0mOqzlo019Fqz7ZeJyy5hjb/hV+2rNgfPwdpAugawvA1Y1Qkti+is0q6uv/XY/P2/fMlLYptKxP7C7/5u/IXf/d2Ybm3FN7zgBSdWT8qOV/u8y0lpFPS0x9fvOYrG16hRwFWdPbZdFvHT77K/V/m98Cs/L+y0Awj9/lu+8ztjm5zSU9/4xnjqG98Y034/vuXrvu7UAxJjzPUJ275atkYHvLX98fdZ2I+zOA7s5YPVlrM4X82/rMIyv8zbsC/hc9YCqVk7a+0/C5aNDyLu37PVzPWLBdaGgmcOcfZqWWZBMyi1KJkaFY7qqEHH8VddeUn3Qxu/8/nPjy+65Zb4hFtvjcHBQYz7/XjLR3xE3Pz0p7dGTRf2qGWU+GGVGiXlc3eJq1q0L4twZZFZvr5VHYM6Kl3yfJnAyUpEM8GVOTT+Tn9L2k+65C/3Fe/P9+cl3/AN8ZmvfnU88W1vi8HBQUz6/fiDj/7o+KXP+Iw0kmmMuf7JfA4+z2xrl7+oBQCz77IA1ypiRANhy1i23bLzLZtfpv5b/coqgcVlbdc+ilhcIr7WbvXLy66Rz8V+JQvedYlo9c3Z+bL72JXF4ve8UJWex4HAzcICawOBqOKFATQdni2RDUPHpQ+AjXoWVayJKhgjNTyrlh7g73t3d2N/ezv6Bwcx2dqK7YODuNrvx93DYfTkOmaz2cKT4DORhevV0r+MLPuUGfFaGYt+ppG6B0JNVNVEV61mnd9nma9sfh2OhWs7PDxsHas6IQalHdwv950/H+PhMPqHhzHt96N/eBjj4TDuO3cumsuXLbCMWVOW2cxagG+VZdyzvzP7e1pb3JVByoKXnMnR82ZtjDi5wl4tQLmqiLs/g/+auKqdg/fLllNftY1ZZUS2XLu27TT3M/PH2bXgs1V/HxZZm4MF1oby8PE4XviWt8S/etrT4r5z5yIin9z5QAb4p9lXs0uZk1nGhb29+J9PfnLc8jEfE3/+934vLl69mm6ny6yrOOwSP8ucs37Wtb0et6u/lzmIZcvt1161PLCrLr4mriLyZXOXRRVXgY9z7sqV+O1P/uT4P5/8yfFJb3xjnLvvvgcsQI0xD21OK2weCJmvOc2AeJVtlwUMM1/wQATeMnGwrI0ZDwWRoAK1a7tV/HZXn6svPO3vLMugmfXHAmtD+crbbouPu/feeM4f/mH84Cd90tIMFht9fF97UHFGV7ai9ndXiQFgA/iDn/u57f4/9YxnzKNkElnihSu0BBDfZwtPcFaLz5tFVmsLhOj5OGNWy9Tpqz7PIysRYQFUm7CbPatKRZEeC5lPPW6NTKBl+6nQ1MgkPv+pL/mS9vtXP/vZ8+ufTjuzi8aY9SHLZp2WLFjVlW3KtskG3lkJurZdga2rPWNJt1sW0OO/TysiutqbiYPsM/ZJXe1UwZFluNAvXYJUywx5W70f2j5+r5UX2I9LEbkaI+u3VccqZnOwwNpAnnj5cnzx0TLmn3fbbfF5t90Wk14v/uqRQEHpYNM00e+v9hNZNTqTRewi6in2mlPRz1m4sFFUQcNCiR+KzNtBhHEZIT7jttacfa38LdtPHZIafFxrlg3Cvhppq4knXso8E1Uqdmv742/8RrLr1OvB8fR6tG90nhvOowJXV3Fc9XdqjLn+eKBZrJoPyd5n22VZ+9rxtASabfqydvD+XdyfQf1psmIsJDIyG55lye5P9kj9EvapZay4FF3bgIAnB4N1TJBdB/ar+a9s7JFdE7fHmavNw6OSDeRSvx/7s1mMZrPY39qK33rsY+M/P/nJK+9/mvkuWSROv+dXjf6tWkfPbG1tLTzNvZYtyjJH/X5/QYzxghc4L++zLIOkba6Js+z4OI4KlsyJdJFlrc7fd1982c//fPzYs5+9UCLKr6sck/9GWzJHyG1lkVjjNNf2QCPaxpiHPqv+P17LiGjWKctCdZ1rlTlDtcF5F9qOByMb32Vfs0yTZpxqx9R+XuWeZYIlE4OM3ossm6T+n7/P5kPX7q1ed9f1dQkp+6jNwwJrA5lFxGA2i3GvF4PDw9gfDOLenZ2I6TQiTqbRNbLEWQbNrgDeTw0mGzkYutoDepetjKfg862trYXBN/5tb2+350MGi8+DjAjeZ44oKzHQNmTtVOOPv/na+Zxc/sBLnteibrXPskzVX7zllnj8u94Vn/Ha18bPftZnneg/FU/ZM6z4u8zZsRPjLBTKDPW3xf2ybE4ZZ9JYCBtj1otVsgWA/Uy26MGyQXT2TC1k0SGaulZnxXlPs4ADrqsrm5Jlh3jfVY6/ahu6yPxMV7v4XmQChf9lJfsRx/5ChRIHG7P+Yb/K/h1+n/0GntXI91qPm40nMl+VjXM40Ohy9s3BAmsD6TdN/NxjHxu//LjHxRfddVc8fDxOIzGKDrpXLbHg46mB5H9sEFWM4HwQTnzOLGPCn/G8K2SosocGQ+DUVvvja9GSNb42lFlqP+nx9DxctshCFserRWb5uvlzFVVN08SLv/d7F54X9vS3vCWe/pa3xHRrK77l678+vY86j0uvja+X0TlsXNsOwZU51S4npAMO7OcSQWPWk2zACjgbvswHaVYpE0AqsHDemr+rPRtwWZYnuz7dv1aStmzfGl3ibFURmwms2r7su0spaRAuq9LIzhlxvPqvil8O+EXEgi9XP66+nv0GhBWXvmfCDceAj84ycPr74X0zX2nWE49KNpA/3dmJf/fEJ8ZwOIwfvOmm2N7ejphMTmQeIlYzvFlUp0uccOYG54LwwfkBIkxqRIE6Is2uqYDBObNIFgss7QccsyYAMzLnkWUGWYTwOfXa+D2Oywaeo7A6IRfbfc8LXhCf92u/Fk9++9vb50n97p/9s/GLz3pWKmyaZj4Pj7NUOL4OLjLHq/3XBQ+AdDCkv8csM2eMWU9qC0dkdGV7alkltflZ9oHJxJ5+V2NVUcTiJNt/mSg5zXnwWvPZq2StdLsu38D3KOtzFdHZ2EJFDrbF9stKAyNOBmT5uF0Zyuy6VxX6ZnOwwNpASpmXym1vb8dwOIx+vx9N08TBwUH7vWaKakZdhQsLJd4GsKgaDAZtBEmzHWxEYbRqWZqsZAMCgI+1tbUV29vbCwJLxRYyWyqkujJRfO6IxZI+FSbaj3yNvV6vLWHkYyLbw9mjXq/X3q9VMotoy5WLF+fPkzo4iOnW1vy5YaNR7N94Ywwqgg73CBE+FTeHh4cxmUyqgmfVQRELR0Q82dniN8L9WosgG2Ouf3RA3ZUdiMgz3Pw+C/jonFuuIsD3bNtY+KzSnq6qAGyTrYK3av/o+VbZjj+rZVrwN89nzgKuemy+lkxY8Wfsb7EP+2nuX96X/QL7i+l0GgcHB2k5If+O0Bb1oRxk5WyWtpv9MPusrvI//a2Y9ccCawNhIcGlclk0qVamoO9ZZGUGhCOEMKj9fn9B2LAQWkVgRSyW46Gd2JaNcURURdX29nb7Ht9n/ZBFRrOoFjsEjczVBJb2jR6f2wCHr9m97Jj8OUTz+atX47ee8pR4wyd+YnzKW94SF65cWRDUWVQP+7PIwjbs/LQ8MqMrupo5M74uvh+6qqExZj3JfA8PlCMWV+/rElnZ35mQ6woWqa/i9jC1ABAEAdqS2cNaxkTbcn+oiSP+njNEKppqQqFmizUACXglX8ACi+dJabCS50pzwLEriKm+tTZ3GNeoq/nyNbIPxm+Bz+fgn7HA2lCyiGAtwqIZrK7IF8PCQUUOxAwyNlnWSqNX2hYYf24n4EUhQL/fXygRzN5zFokFUXY8bhMECouSVQUW3rO403uVGXt2gqWUhXla7Dx0YYqffs5z2nb+8uMeF71eLwYR6T41UcPXj4ghCyzuG70WFpJZVLpWIqL9wd+fZkK5Meb6pBbAYzLbmgUQ2e7q4kcRi3NPDw4O2gE8B/Syx3ew7VNxAg4PDxcCZBrM0iqBzJ5yIC3Lrml/1P7Wz7qyMHyd2XG4PbVj8rVmc2cHg0EMBoPOe93v99tttre3Y2trq81eTafTE9kuHIczUngcDV8/B4qze4JX3FOdG62LLWk/PRBRbK4/LLA2EHY0msWKWCwJ4GdMaMRIRQobE079c+kgslYwjNvb2xGxfN4XRycZLa/oyoyouOM2wcGiTRyh1PNkzo6dMYsQNuK1Ehfus6zEkkXL4eFhHBwcLGTpmqaJ6XS6sA2+49WR2AkD3CfdT+97Jrpx/dPptHVqBwcH6SIY3H/Z3CrOGvJ7BveNSzK0LcaY9YJ9lQqlrn0i5vZtMBi0dg6Dcs6SwP7rMWEPufQM9hw+ssvf8CtQ35Zl6xFM41XtuJQtKznPMv98PKU26NdjRpyszsBrJsRq15uNEVgc8X6DwSCGw2FbMQF/h/ellDh//nzs7u5Gv9+Pc+fOxWg0iitXrsT+/n5cvXo1Dg8PW58EEdfr9WIymcR4PF7wlRxI3Nrait3d3RgOhwv+n/sYfaLVE7u7uzEYDKrCM/N/Zr2xwNpQNIuQpdAjjg061zvjNfsH2ABz5kjFDC+Vzvvy+dFedSAaocqEi0ayeDELzlrVyha51I6NqzofLgmoXc8q/ZU5oqzkTsWLRi+zbBRH5FQIc0RPHc+yOWloN1Z5ygYDLLywj/aNCq9MYGWfs6A1xqwfNbvZBdtT2HUM3JEBwXsMqFmowB7yXFCIra5BcuajcA18LV3bqA1me8+2k+cAcfAs80O1fuX+0iBnFrjS43JfaJkmtufMIItk3BcGc8N7vV4rkti38j3b2tqKc+fOxe7ubhtE5eBi1n8IRnJAEdfEATztY75fHDSEX8uEqNlsLLA2lKzsgDNUiB5xXTELIrznsjYWapyNYVGl7zlClGU2tM1ZTfTuvffG5/zwD8cv/62/FeOHPezE/hiAc1YN7YhYLEnY3t5uo1AssNjxarZK2wWjDMOdZdg0WsoORwcT7CSW3U9tl55X/1YRyVlCzhTVhHcWgeVrZ2Fcczp6DnbGmQDT7dUBGmPWh8xuqBAAtQoHzkJFxIKt1YUtsD1nT/A57JCePwsGdX2ONig4ti6uoKKFRYH6hswmZ/2StanL13T5ILSb51Rpm9QP1rJBqLpAP2hlBfZBNgtlgbi/2BaLd3GA9/DwMPb29haedYX2q/CrCV+ALCYHDrndnh9sLLA2EI3OwUBAEMF44T2Mz3A4bMXRaDRqHRPEFmdfIFRYtHBZIYxxbb5RV7RSJ7s+/eab46Zbb42n/+qvxhu+6qsWjoPr03I3LgvhkgQVWFwiyH2HNsCgqzNmZ5CVTWQZQ80ksribTqfVgYZm1vieqhDR8+hgAdeTlWNm/VATl9o+zvDVxBA7aS7T1OOx8HO5hTHrTc0fZOKK7RMPdiPmWfQrV64s2Gk9Fmfxx+Nxa3dROr69vR0XLlyInZ2dE8Ey/pvtKwcpOYiUXRfvh/botfH1Kuzb+bNMhGkfdtn92nk586MBSu3LydGjYNhm8xhkOp22vuHKlSsnzotzbW1txWQyicFgEE3TxP7+fkRE7O/vL6wiqOWgpZSYTqdx6dKlGI/HrfDiYC/aNxwOF3woZwk5S8ZthjiMiIU5e2ZzscDacDS7oAafRQnPt9ISQ3UWup3uWytJrB1PtymlxPO/9mujP522nz/pNa+JJ73mNXG4vR0v/y//pTWMvI86Po5gcsmCCiwAQ8vCDf3I2Rp2aiooONunn3M79fuaQ+VsVVfErDYA4HvNEVSN2mVRUhWTfB5+j2OzGERbeFv9DalD1tKXTHQaY9aLzAd0oaICwgNzcLiEjMHAWAXWaDRqKx0Gg8HCQkjsP7X0uau9WTARNk8zVMuCa/r5qln9rsqCVfePOFmOyb6Ms04Rx6vZYn8OCnLmjvsI++G4CHAiyKmZLrRJ55fzfeXsIPen+kEVnmgTflP8Xc3vL6vOMeuJBdaGw8YDhg/16Ww0EJ3S+UksmLQWG5EkpOZZ7OjTzGtGJ/scxusnv+u74lN/5mfi8W96U/QnkzgYDOJdT31qvPl5z2vbwGUderyac6kJlCwTxd/p/CV8rgJFhU3EYnYJ2+D78Xgc+/v7C5kyPjbXlWtZAp9TrzcbFPB5OQqM73XBDHZoy+B92Ony4EK3Y2fN4gy/KxVcxpj1QYMpastX/X8fPgvZldlsFtvb263t3N/fb7Mok8mk/Rzzrbh0jedGsd+r+ZgsW5aJMvanEHqw97Dv6jcyWGCw/a4F4WrZrNqxs+tBn0CQNk0Tly9fjsuXL8fBwUHs7+/H/v5+ew8w/w2VI3xODeri+yw4ylmkyWQS/X4/dnZ2YjAYxLlz56Lf78d0Om0XthiPx3H16tUYj8cLY5fhcBiDwaA9z87OzomqlFq/dPkh7MvjHfuqzcECawNhJ8WrIeEzrqNmg85zprAPr0IIMDhGjbQ6EuzP0SNd2CHLUmj5x5WLF2MyHMbWdBoH29vz152dGD/sYdHQIL7L8HH9d8SxKNNSiawsIrteLdFQsQNDzFE1vTfaxslkUhVYuEYVsPy9RkN1O37V6CIPGlTAcSli5ryzPuKII8MPnObryiZBs3jnNhpj1peab1iWzeZB+Wg0iu3t7YVA2H333ddmNfb29uLq1asnSsun02lsb2+3WbCDg4OFVQiz82t2v5ZtApwBOjg4aIXeeDxuBQJXH2T9ErE4r1YrErTyQM/flbXSffkYPKUAQvTOO++MO+64Iw4ODtoSwV6vF+fPn2+nG9xwww3tdIPaCo/4nDNOGKPMZrO2nPDw8HChhPNhD3tYDIfDuOeee+I973lP7O/vx5UrV+Kee+6J/f39hf46d+5cW/aJv+Gn4Hv594Z9MY87Ilpxrn2F+4ggtVbFmPXFAstExGI2hwfZHE3ScjJQc2wsWniwnwkOPv8qThP771y6FL//jGfE/33mM+NjXvvaOHfvvQvbPOq7HpXvXI7OEyVmnzKLeN5RDfXXHUR8QcTg2YOY3T2Le79l8XjRRDTz/0QTR87zsyOaz2gi7o3Y+ec7sf/s/Tj4pIPo/WkvLvzHCxENdj3q0yjz88f82vaevReTT57E1u1bce4/nIurz70aB086iK0/2IpzP34umtlR38VR3zXHx4om4o+/7o8XBgN8n7JopZY0LHRLx/3NBhBdf9e+0zbx9zXnr++1LY4KGrOesP05TTCFfRgHBPEdB/nYXvJjMDAwhrjJKi8y+6j2ToOE2XYRx75X//HiDVxerT6zZhe17bX2rYL6Dq1oiIhWiGJe1GQyaQUWBCmuiwOGei2areJgIZ9f51lDpKHqBvB8L/yWkK0cDocLPrTWv9rX8Kf4jWQidZVyS7N+WGBtKJkh1kyGZnK0vhmRsYODg3RpcS7lYgeljoBT/1w3HRELxlijgU3TxK987de2RvcNX/mVbZq/lBKP+u5HxfY7t2P6uGmUKK0wYiCSxuPxvFRgNoyD6UHM9mexPdk+KRqOxM2CA5w1bRnHcDaM6cHcofQmZGybxXOWUqIp8w/hiPrjfuzOdufRvr1JbI+3YzQbnRBYbZuaiN07duPx//bx8Xtf83ttXyL6V4tW8jWxw2vb1yyW8fHvA9/xe74vNUei9xvb8gCCnSa2Q8kJ/z44C3jawYEx5voj+3+c7RlsR7ZgE2fauSwMdvLcuXNx4403xmw2i3vuuSfuvvvutjxwejTHF9UbOzs7MRqN2mxHtlBTTbwsE4hcMoe2Y9W7K1eunHiALmd6uMQN9ljPxX2IflG/zQI0E4MaiI1YfLhwxLHvHwwGccMNN8TBwUHs7e21tpwzOKj2yPoQ93NK86xxXVyJAT+CEkD4EjwPC9nG0WgUu7u7cf78+XY5dhzv3LlzbRaLpzRkgUEOUnKFB7KP3He86AXGVM5gbQ4WWBsOT0bliAxe2ahkT7BvmmZBjPHxIo7n2Oh3Gh1iYYU0OkevuJQPKXct48gE4MHjD+LSCy+1bYGx5tr5ra2t6I/nJQfTfzqdO829XjQ7TQxfMmzbiHMgmjg7nB3Xf48nMR6N48o/ujIXDOODiEdGXP4Hl0+U0cExczlcs99Ec2MT933jffPtrkbMbprFB77+A60A00jm4eFhPOW/PCXiMGJvb6818jxnSZ0E9yXaoEvD8zViH/5d4HOU2vC8BI3A8hwrHmDgb55bwGV/OkBAn8GB6W+qK3tmjLl+yewGYHHFAoBL4tgGwZ+MRqN2oA0bOJvN4r3vfW/ceeedMZlM4urVq7G3t7dgt4fDYftgWz5eVimgqG9U0YhnO6FNPLf28uXLbTYIPmw0GrXldTfccENbroY+YAHFfRmxKEqyypSswkH9iF4PtkGfj0ajeNjDHtaKxPF43PqK7KH2DI85eB4ZgP/iNmOuFRYxGQwGbeATc+/OnTsXFy9ejMFg0PYlSgIvXLgQu7u7rcDiudQ4J481+NzoD/hE9lFYFh7XY4G1OVhgmRQetLLxY4emjkUNoQ58lzmgLAWv5RsRixmvzDBn2Tm8dqXw8T0/OFBrr/EZZ1/YqfCrOg8WDhz102Px5xGx4JBYzCCrlfVnTXTU+l2FtkYVcTwIIJ0rpW3PfheaxeKBi/YP9z/OwaWrxpjNge2M2vdMDOj3mknCK2wxFnVCcI+X7WYyMZWdi20bt499Zw22h7CJKKXjkjrO/uCYp8nmsxDLMmtd/apBWbXhEbEQvMP8NT4mCw0N4ul5a75C94OfhLBiMcQBXF5CHVUcnI1kH9/VFr23NfGs+5/mPpnrFwusDQSZEIgNjQ6yk8BETzacWlbGD2/kiJgafBVOyFDhvZYKcgYL7zHI57ZrdBLt65X5dWFJXS15zNrF1zmZTBYMp07ixXv0E/qKjbP2H5wCIlmchasJNjiLWrSvxHGpChwFR1b52AqXmXAfb21tnci84V5p1opLcHgf3kb7hr9Tx4s+1SyVrp6ogxljzPqhNlFtNXwOP1CWB+JsT7i8GXZue3u7fZbSPffcE/fcc09Mp9N2FTz4nIhoM0xYse78+fMxGAw6B+QsAtjHZYNx2Pn9/f24fPlyTCaTuHLlyokMEPoA9n44HLZli+x31TZmgTzul1oGK7PHnFnMgrHI6EBkoZ/4WYtY/l7vHYtiHp+wSMUxsGw++u/y5cuxt7cXly9fbs9x/vz5tgTz4Q9/eDsvDH2J0s/hcBgHBwftfccYgP+pyENGMRNNPB6Bb/XzsTYHC6wNBP+TY4CflRJgO0xWZUOrpQE8iMcxI+JEhIpLD1VIqeNhUaVRLRZYmYCDQSu9+XeoTedJqGowNWqoDoMFi5bpsQji53jgezhNRBw5Q9Q0x8vMspPW95pVa6/xaMEMGHBEDfv9/onndOkEbdwLfkgki9iFTBkNSPi3gOPiPCwAeel4/q1xlJH7E/2kDp8HI7VSEmPMepJlgABsKlaQ43lIGqhiu4JV+iLmAbjhcBhN08S9994bly5dislkEpcuXYpLl+bl5fBDWNFuf38/RqPRwlyvrJyN25r5vYjFwCbsJFa8G4/HrcBCe9kmssBC2SJffyb8ssCUBhe132HDtbS+ltHDtcDHcekcL3OP/uNAH7dP/by2E34Ly6pDYLE4uvHGG2MwGLR99PCHP7ydmwWxw4FJPJAa54tYnC/McN9mz83ENfLvMvPDZj2xwNpQdACvhgFGY9lkT4aFimam8Lc+MT2bt7UK6jDUsSg4Hxtt3k+Piz7Sa2OHzaKIs1oq0FhYwLiy4c6yOixUtP8X+utoNcKsLzUzp/2D98MPfCCe+n3fF2/5R/8oZo9+9MI1Z/3Y9Tc+Qz/jXFnpB/8GsnuRtbf2vUWWMeuPigIu+V6WuVEwcGdbCx81m83n+EAYZJknnDNrY01k4bxZSV5ELATg+F+t+iN7sC/apQHELju5Sn/p51kgMiOrZOHP9V+2r/6rBWLxNz98mMcwLOqwX0Qs+E9cT5ZhrN1v7Q+GfZx91WZhgbWhZINWpPKROkdWAeUTatD42UUQTijH44jQcDhsJ49yNIeNpNY/cwRLnREiT2gfUvS8MEa7wlyUBSejoqPmWDjaxpFPFlj8jAwsRKFL4fKkWxh7RCnhyDNngH7QfuIHMCKaWqK0k525L9F/OJaW3kHQPfHlL49H/P7vx0f9+I/HH/79v9+2P8umZeCcnOHiSDHawXMHsC1+d5xd5Iwd+jGLsPJ1OSpozPqRZVpg/yKizbqrD4lYvjQ27CrPFcJiEQcHB3HPPffEvffeuzAwRlkgsiEoK0P2RMuqs3azD8V32AfLmWOBDWRhcJ1YenxraysuXLgQFy5caD+HneRFO9hPsq2EPecsmmbfsnvBFRHsE7g6hcv8uC/42CxuI2IhAKv9BlREYfudnZ3Y2dmJg4OD9n6UMl9FEJUlWCU4Yr44CN9/tEfbmd1D7gvNEvJ33Mf4bWGxD14V0aw3FlgbDAyBGseIaFPoqFXmAbGuVsSRNAz6Ua6BpW13dnYWytewP4DRjFh0jLqSD7cNDgMGC5FBfM7PqoJxxLmxlCv3hb5qBFANL/oG5Saokedj4gn2bIgXVg9sjksE2Ulzf8BIRyzOmWKBhb7m6B47UPQP+qLX68XXffM3R5/qwR/3qlfF4171qjgcDOJVr3hF20YWfVk0T2vkwWQyWXCivD1HcXkpXgwGdKDCzoxhEWiMWT9UZEGcsD3OgnTZQBl2p1amfvHixbh48WIcHh62AooDX5jTg7I8zP/hUjYdcHO7WdSx3UTbYPvwYF74XjyjCUvEo63nz59v/S1A5g1tYH+pq/dxsJFfGQ74cWAOfouvS0VureqAj8V+ge8rZycjFsU0Z6AgdqfTaSuwcI0YH0yn07ZfIMB07haPKeCDGfSVVpdoQJR9O3x3v9+P6XQaV69ebUs9zfpjgbWhaKqdyVLZmtaPWEyrc/YIkSU4HggwPRcLmIhYyELgPFyvjX10VT0tEWkNXDTtw3w1w5GVyvF32g9ZZE/bkEWy1KnxfmqI2RGif2vRtIVr0edyNc2CI9DvcN7/8C3fEn/5V34lPuLNb47+ZBIHw2Hc9WmfFm/76q9eWFiDBRbaVftNaB/q/cR7Lh9kMZkdA844uw+rlKgYY9YLFQaAbbf6hZq/U2CLEDCE/UMwklcazI6VDcxr7Y9YXDIdATuev4rt2Y+ykOFAXO08XLGh2Sfum8wO87xbVCFADKL/eY4RyMYR6id7vcVnTnGbeJsuuN9Kma9YOJ1O25ULEZxkf6jBQJwTrzUfp9fH/aiinoOzXLZoX7U5WGBtIBy9ybIeWnaFzBUbd+w/GAza95hsiu9RFsiRIkSVdOCeZUZ4JTsGDohLBNWJHRwcxP4n7keUiOlkuuDMmCxzhVeeM8UGE8YX5ZOI5vHiF9iHo5AsTNEHfB5EuPCUedwTRNw48onM191PvDtKOX6elIo2/OOFNNDW/X4/rmxtxdZ0Ggfb27E1mcTVfj/e0+vF/t13t860tlyxCm1+r44cbefPVWihL7jdXFKZlXRg4NMlQI0x1yfqm9gGczYlYrHaAWXu8D88UObjAvgiDMZ7vfnDZ7WMG1kaFjsqIrT9QAOS8G/wEVhYA5UQ7CPgPweDQVsODp/LNlHPhzZyiaAGJXkVWQ2WceUFMmsIBOL9cDh/ViQEJ9qB7fRYEEMQV9xG9nO4Bg2u8m9hNps/HBo+sJT5s64wtplMJu3956wUfjsqtvi8fP9UAKItSlYiyotOoUzQbAYWWBsIOwlNy0dEa0xZYLGj4/lVyFRBbGEZW5QycPlgRCw8JJhX8WFwHi7LYLhskYWgOt17P+fe+fVNF5cXb5qTc7uyrBX6gJ0M9xfODcHCDhH9CAHYNM1CP/OS47yqHh4mCSeD7eEwNPP17j//7vm2B1sL5ZFa4sDRO17tanTPPfHWpz89fv/TPz0+7nWvi3Pvf39cvnw5xuNxK/SGw2HreNhxoP9wj2uZUPzm2PnqQCfLbLITZSGGbWqZQ2PM+pAFdziQE7E4p4erAXhV1CzTzn5BM2LD4bCd26Sl23y8LoHF52Fbx74Kdn9/fz8uXbrUPjSeBRn8J/ytLm6RXQOumysa2J+h/ZwNyxa74moS9lEofUdfQSzxPVFhwlMPWJxi9T72I5lvYBGJNsH/4jOUcOKY3BZeZIpFNv+e+Br495eVneq9z36rfK8wncABwc3AAmtD4UgRjDeMDxtfjibxQhaoZWZxBYGFbfR5TCpassE6qJUyoH2177jdCg/KORqq22gf4T07PM4msRNnJ8cRRBUWEIfodxacPD+MnVCW1eEskLadBwE8AOHI4iue+9w20/j+v/E35rX75ARrpTBZ/3Ifc19yP9fui76qwGJHj98A339jzHpSy6jwe3zHr+wL2JfBNvJ7Pj5nIViwccBRy9c02MP+RbM6LMx4wSbOKnEZIMoSNTDKviQLPmlf8FLpaA/PIcsCXRGx4K8x9wxjgsPDw3Z/bhv6Rv16rTScRZkG09jmZ1kjLg/E9jrOyAJw7EP5PDXBpL+l7Hu+Th1jceWP2QwssDYQGGo8nLDf77eRFc7wwDjgb0zq7ff7cfHixRiNRrG9vR0XLlxoxRXKKiC6SintCntN07SLQagRQxaEs2dcJsHPmOD5QezIWNCUUuJR3/2oKFHinhfeExGLZX9qJLNoWa32m89xcHDQPnhSHT8c0mAwOCEeeP4WMk7j8bidBMtPlu/15hOrOfOG43z8f/74KFHid7/mdxcWwkAbuYQE5x+Px7G3t9e2ESss8Rywq1evxng8bo+Je6liSx1NNuBR2AGjr9QZ4jO8cl/zsdmRGmPWC9iciOPybmT41T7zIFoH+bCJvBhQloHisnWuSuBqiyzDwjafbT37FF5QCvseHBy0DxHGokDwnygF5FV64U/Y3mofcDtx/u3t7bh48eJCxQgEFhZLYvgacF3IMKEqA6WMaCv6mcsseRzBJZHwM/wgX4gn+BgOMpZS2qwZ9oOf4AcG833nPlHByxk7HjfgPvGYQscKuK/cPzgnZwCxPx6m3DRNXLx40dUWG4QF1oYCowfBpPXZ7Hwiot0W6XessDQYDGJnZ6cVWLu7uwuZrohYmHPF2RN2chxR5AiiZrvwfS17wcfce8beiYhTNskU59Z5Ppy9035DVBICBlkltBt9B6HEDiQiFuZEcakhP2EebeN7AsGBdt7+cbdH6Z185glHznhAgfbBmcNx8iABTgs19nDAENt8LPQJ3xstw9Dt+DuNvup9V8FWy2ZaYBmzniAQw3OtYLN4YKw2gIUV7A0qKxjNOuF9trIcn0cH69nAmQfjaDuAaMD8Kx6o93q9VgyiSoTFIs6bZWA4KMVtRICU7TAyKhqEY5uK/oD9h9jEIhK8sm3mM3EejDMw3wq+OFsFmKcGsIjlVRZ5PhiqLTj4ievigCYLJl5pEefJ7qMKrK5yU20zgpzoq9FoFLu7uyf6x6wnFlgbDAwPixZdyY6jT5rm5vlXXBIII8PCig02R/FYXPHzkGriSjNNWTkZPt975lxg9Uu/3Q/niIiFa9QSBf6e4bbr3C8WDXwOzVhxhgb9zQt3ZEJCnR5e3/NJ75mL3+3BQhkJ7hvq9XkfjeAu61PNKOo+PNk6K8dQkavOSvtPf6PaLj4uH8cYs170er3Y2dlpMx9czZAFcDRzwaIE/gv2kTMWqIjQwB37Fc7+zGazhaoLtJW/1zax7eftYENZQMJuczBPA1JoA8N+U7M53D62qTwfWCst+Lg4H/pdA5L4nm12dl5eSIKFMh+HrwUZSxan2VQDvn/oK75O7Id2aDAwCyBqsBXng1jkftbfJYssHANjJrMZWGBtKDBGiJzxc5w4y4QywH6/H+fOnWtLAHd3d9uIGDJY/BBEXmGPlydlg8Nzu5ABY3HHr5qyhwjjY8O4QViUS0eG7pGLpYOcOVJhptFGdpRs5GHAOWrHJW8qotDHOCcicSqwcD3oGxUXOCYGCucOzsVWsxXDhw9jOBy2ETMeVGj532QyadvKpZd8LnY+iDAicggRjGtGVI4HM9x/nFHDYALOist/1KllmS0VnrWIqTHm+qff78cjHvGI2Nvbi8uXL7eZE2TV1SZkwTv4L/gY2B8uYd/b21vIhqgdx6I/bId5sSfYQp0/xCVzKAOE34LN29raalfiYyGjCwex70HfYB8WXxocxcAec6dYQKB8PxN/gINg7N9R8sdZKBY7fH7O7rDNx0OdeV98h3vDwpO/5/uBz1Qgc1/B98N/4f5B8HC7NKirgpHvMweOObiZVb+g1N9sBhZYGwyME4sUFkQwKjxYR6ofTotrwzmDxcflOTI8IGYnyKV0bNDVWGq2JeK4tl3LyR72bx4WpZS48l1XFjJlHDnjftD3WakFw+3BPxhndlgaBc2yQiyA1MCjLSz+0E9P+tEnRSklbv/m29tBB0pL0K+4Xu4rzWDpteGcKkixghTXrkfEwu+A7wv6j6OW3HfL2pD9ZrP7YJFlzPqBDFbTNO28US6T42oBtSNs7/mVKzHgY/DwV11EgTNCukoslhrXc6vPQjAJx2ffyAtCZdcesTjghx/R82h7+W8NTKqtZf+vq/pqmWUbvKQAY9fznTgQpv6SM0DsG9Hu7Nr5ujJBqGOAiMXFLNTvwsdHxML4I7un7H+1KgSfsaDlQCP7QZ6TbdYbC6wNBUYey6VqdkkzCipQ2FBzZgjpfMwnylb9YaPPx9J2sQEspcT+/n6UUhYmH9cibv1+P0qvRImy4CSz0ofsGjWLxtvjHwsYnheWZbHQN/rwXhViaD9nxdgZcnSs1+tFlIgoedkd18ZzOYw6dHViWmICUQZHoROK2anz74adnQoy9DGXZLBDykr+eGClJRvZ78wYc32TZajY9kQslsCpX9HgHwbLsMewa7UBL9tbXWBH7bIKuYjFZwiyX6gJEt0e18VzUjUwmIktDo5x5oa3bZqmnctUy2BBlEA04G+26xr8y66r1na+b2ibjkN4qXXsC9+LahA+Z5Zx0iXtcTxkFLFoR0QsZBc5oMev+C2ooNdt8TvjMQt/b9YbC6wNhKNxEceTiNm4c4YHzoVLAPkfjAzqpSPm5RAoPeDtYGi55IAFAIweopVcUoe2s7DifUGvd/Tspt5WNHGcpYs4WXKHz7h8AfXVvNoRnxcOhssueDvORsGwYg7B1atXT5RCwMizo+JVBNVZ4B5sb29Hr8xFVjaowOpOWCUS88/G4/HCAiRZSQwLbjgJlLigL+FwNVvJAxYuFcFvAFlQHjCxGEQJJE8qh1PTEgw9nzFmveDBfNM0J8QS7AQHpLiaAmWBPMDmRSuWzfXlATW+jzj2o2gfB65UPHAFA1eLQPyg/VwBolkvDiZpxQafh0uz0V6e48t+dW9vb8EnZQIA54Wfw3XC9+GcLOQUnbvFbcvm0+G88Dk8ZkBbRqNRO+aAWOaALWeTcP/xe0I7UZGxs7PT+kRtv1Z86LgFGT0dJ+AVzzhjQWw2AwusDUXFQsSiWNEyB40MZtEaNu6a7chKuNhoMZzG16gfOxqOHOlx2/Y1J6NntevTPoiIE22A2GCnCseWZcfUMWr5gv6t/aLtydpZIp/szeUdOBdnxrQEheddcb+yw8B2uG44FhxbI3VoD2f9eOl9vVacV38XGiXkgYgdljHrD9sKtdn6vdq/zLexbe/KYGmGnQOKLJC4LXqMTCxxW/QalpFlifhzvkYWY2i3+ukscwU4gJUtVY/+Zlusdln9dpa94jFCrRKC24dz4vha+ZAdWzOE8Hf8/EluJ+6v+mD8njjox2MUFVvab2YzsMDaQLSkiwfaQKM2WXQJrzBMiCZBhMDY6Oo/OFeXU4Px1KwKzol2s6FHVE2XnuXtWExkEaXMcLMQ5ewUG1+cH8fmuU8wwJwdW3ZuzhAOBoM4d+5cOxman1vSxOLzoNhB4Nqx7WAwiNlsFsPhsH1uyWw2W1jchB2OOmkcA5PMseAJ/z40OoxrxJK4uD7NYPLvDtescx74XNxXmuUzxqwHsJtsU7OSsojFLD5vhwEu7DF8FdthDh7p6rcRx/Nz0CYdtCOTw6usRiyuXsdiR+fq1Hws/0N7YS910Qvtt4VAYxyLFvbTGgzTY+B8Og8tItqFOdA/WPxCVyUspZwo42MBw/2pooyzbuyzdS6zHo/7FRUf+C3w/CjuG0xv4P7g3xB8E//m+Jw8VsDviP9lgUOz3lhgbSBNM5/Uq5NVASIzbPSyyBxHZ2D0kM5nw4dtsowEHwuGDQ6LDWtWesCZN4gPfiZX6ZWIWZxwtNhXo2rYLhNYXAIH8cjZm4jFVYg0C4cSOJ5XhmNwn+Ce8LL3o9Eozp8/3zqKBVHTzEUW9y+LV47ibm9vR9M0sb+/3z6vjJ9BwiWemomDc8ZqgcPhMM6fP9+W6fECHfwbYKeOARI/KBRiEe9x7SjrYdGnK1I5g2XMegN7EBELtoC/Z4HFwSzO3GOwzkIBdoqPkQX+4AdZrEAowQeUUlofodkyDhDqIBv2WQOZWrkBHwtbysfnY3F7WWRpP2A12FrVAl87Z534+YnwFQiIoT3j8Tit6MjmQWs/4D0+Zz+qc5g5gMs+nJ/DyfPn2E9woBU+bDwen/DH3If4HfKCH3qveaVeBC5ZJGpFillvLLA2FDV+WTZFDTQbBs4icYSNB9accWLnkUX4GI281WBBxP80EpZde9e5a9uyYGSBxu3Bq2ZXuJ0R+WpVGtFT485OXtupgrF2TXAM/NBH3WZZZpFXkeSFKfiesijGYISzmexAa23kwQufXwcj2X0zxqwHXBYckZebqX/hV/ZPsEs8N5bPwbZPhZDaHy0dy6oS2F9o27rsGe+rfjpiceVcfs2uH+81m5b56C7Y36v/y86tvgjn0pI/tJ/3U8HL908FlqLjgsyf4tjqs7QUsHZvMrJsI48V7KM2DwusDUYH5GzkeDUkXqCA98U+iAzyRFr8DbAvz51B9IjbguyILnqgRhlGD5mO7e3t2N3djZ2dncVjRl10qFPgDBdnZZDZ4ShiJuLUedYMKq6dn3/Fc9XgvDnKxzXfWt4AuN9xfkTRWNyh33q9Xuzu7rbn39/fb1dSYjhiNxqNFhbRYOeOTB1HI1lkAhZjGOQMBoOF3wPPHcvIRJcxZv2AfRkOh22WAJmMWrBJFx3SbAfsDttY2BLNlEcc+62Ik8FJoAJGP+dMj55Tt+VzqJ/GdaMPuEKjlOOSuIzs+GzDVVCq/dZAKgfc4KuHw2HrT5Al1IoQBsfnSgVexATf68PsdUl5+CfOYKkw1iCf/n5UNNeEL5fA4/o0a8ULoOg5zGZggbXhwChzhKWU0pZz8fOuYGyyKA2OxeVh2WIHMMbs+CIWndDOzk5rQFF/z+UFHJnCnCQYV35gYzObCyyO0qEd/MqwqOKyQJSUZFky7TsYdI6wqkPmUkO88j78tHfOHPFywfMvo20DHA5WJYTgOTg4aB0OjoUHSPOAg8UbXxf6l1eOQrv4fvB7JXNSLFhxfdiWr18HF9wnjgwas75wpQTECUrQEJDhjATP8Y04fjg6P9YjExmw25hjyj6GA40szoDaeK1O4Awc29cs01bzr+pn2RerOMQzvrAtjsc+VAN4GrRj8cECT+dBoe8xTuBg5N7e3sJDjLtKEdn+Y7yBz7ltmAvHx2MRDIFVq2RhgajVERw07irj435geMVDHbPYR20mFlimRZ1N9i/bHvtomVqWGtfvtcyQB9xal82RJ54kDGFwYoWgz1o0csuuG7AB5uvA+2Xz0rK/2UHysXR+mdbLd7U7IuL9n/z+BUerDoSzRRwV5EglBg5wztxmzWLyIIEjoICdPa53WYYpi2ry9lxiWNvGGLOeZFkmfcV2bHdUXGAbDdbo+yw7XrM1PDDn9xrMUz9Ye892nI+TvardV/952oG9iqtV0IAX+xNulwqSrDQcQUZeEAL+NmujTl3gaQK1MQsf57T+Q4W5Zim5hFHHDGYzscAyLTzohqHUjERm0IEubMHHBGyEeMEJGGWFI5SAhRciZzgPRzAnz5jMI2rj4/K+TLRoRA/HyVL+EHQ8gRbnxvXwQ5bxHlFPlLeMx+PY29tbeKiyPhBzf38/tre3Fx4GyasjNk0T7/mk98ydzfT4Ackot0B7IJz4odJcxoKIHztkjW6q81KHjvuBLBf6EM6Ss1xcXsKDJv4d4m8IPgjsbKDE5zfGrA+z2SyuXLnSLoCjCyEg4xQRC4sgYAEG2BdUTdQGvXpcDlbBbmVw8EgDaMuCYyATerUAn/YN2pktUMS+m8vsuR+z0nu+NuybtZnbhnNhgSL4HO47vQ7NovGzEVHm3iVw4Xv4ew0q6qtmrTKxXgsuawaPfyMRi7+/2m+gVuFh1hMLLHMCpOv5NZuDlWVk2DEANY486Mb+LLDYaWl5AJdCYFueW4S2TKfTmN199Nyq0XTBMGp0kcWIljtCGPHDDCEiWDhkqx1BpOE4k8mkFVMQWFxSgdIOCBqs9MSlB+wEZrNZbF2eP0z54OLBQmkDjseZKS7pQL9j8MHZJnzH929ZRBD7DQaDE78FLcPAKoJ8DzJhx/daBwJ8r+y0jFlPZrNZXL16NWazWSuyImIhwLa7uxsREfv7++0+bC+woA8P8DUrguMulF9TG7jKguF9szlaWhqXsUxg1TL3HKji5yxxoCwLAKrvxbHUx2uGTNvM14Z+gG9EEJL7h5dvV/FYSllYXZb/Zb6exwiZ2FF/kAXg2KfxGIePzf0BX6alqLgGzKnW/TSzaF+1OVhgbSBZdCUb8LJw0YF1lu1geB99zUrG2AjxtoBX0KsZQHVON3zfDdFEE3d88x0Lwqm2ffaZ1r9zv2kUj8vy1EF2Zc30eNmxMN+ARcvh4WF8zI9/TERE/P7/7/fbY3M5BvZhA68RWo0kZk6V26h9xmhGKhNktd8F78/fLYtk1s5jjLm+wcAVdlCDY1zhoMG2zIbUbFaWwcL52VYii5G1k9+rTV/lOiPyBwXXUF94GpZlhXi72v66H7eJs1osemqVLXos9Df7IQ7WaTuzffk6V7kHy9qU/b3Mz2f72ldtDhZYGwhnEZCJiViMQiHrwRmkTDQxcFQaoVFjrufhyI6+B7UBNjsgFjqTySTu+cv3xKyZLaxklBlAjkixgeaFOlRIcTlgRCxsi6wVtuPFPrIop94bZMNwbC5VVMfzJ0/7k4iYR2+1/5AFQ1/z5G29Ryq22EnxPcj6nvum1+u1WaxMMGYONsuWZdlNjZbCYbs80Jj1pGnmz+2Dr+LBumYeeGEHFkMcvMvEg1ZoaFkdRJ7aslXbr9uyL82EGf7p/GEVjHw9WYVJlzji1Wo5s4RXLgXnc/P8KsDBwIhoV4RF+SaCgci2cQWGPoCYz8X9gHvNi0FhG/bdOJfOxeJzarCwi1qQUe8T94Peg64xk1lvLLA2EAgsFU94j1pqFTXZqxopnUuDzzLjgs81O6UirSsrooYOhn46ncbek/fmRnwyXXBUtWwSf8clfyw69HMYV5yTz6/CTfulK9qF40+n0wXBhm1wjNsff/u8fyb5M1sgsCB80N+ZsNV+UOeiE5XVEeq95nujKwZmAjOrf9foZRaVXvbcM2PM9clsNmuDR7CB6pt4waOIxRVaYUPUlrE/Qdm3Zq60/CsbSLN4iziZVaplvGqPPdFAX81GRsTCcuzYVm1rJuC433i+Uq28DmTCjq8R/cgrEPPDedF2fM+VGBykY1hcoW0cYEQ7sB37DZR28rariCpca0381gKR2u/8O3NZ4GZigbWhcGSqlnGqZZNqxjs7hn7G7zXKVBsks3GsOUyNJjVNE9t3zucWTR8xPdGOrL16LHVyGrWriUs2rCpkWPxgWVt2GnrdWV/w+3PvPxcREVcfebU9LxyLZoswcZiNvy4uog4iO6dG5mptrbVb+67226n9DjOhb4FlzPrCA3C1Hzx/SO1FxMnMwWltSM1W1ewzD+xrmS5sw393kQWWeH4S2qLBSZ4/hv0hxDhohX2yEnrej32n+kOuYihlPrd3Z2ennf+Ligy25TwvWAOP3I987drfNT9U+7zmq/hY6vt0LJD9zcepBXPNZmGBtaEgaoRSQH3oImeS2Fmx4eDBuho6JhswY3DfNXDm89UcUBZZgqF/9I8+OqKJuPXrbz2REeFjczQRGSNe2AIg88OLYmA/Xr58Npu1ZXL7+/sLq/vh387OTjTNPJOIydl6PbW+ZJ78358cERG/9ZzfWhA+mvHp9XonJhHjHmQPLu7qb2y7bKCi94avS4/PbeffGyaoc6SQt9HIrzFmvUDgDM+zGo1GbTmgBtZgN5A54YqDiEW7o34oC95hO4XLCLNBf9fKezhmFsxSMp+JTN1wOFxYVRbtQoaP26JiCq+Y26tisNYPOBcvgoUsI563iNL/RzziEbGzsxPT6TTuuuuutk901dpsDtMyv6/bcCaLReeyrFx2vasEb7MALJ+P282/r1VLS816YIG1gajhgUHShyd2pbe7sjyZQ8qOx+KNP8P2GqXkc/PnbGizuVZZNoePVcpxeQmWWdVBvbaLSxc0W5XNN9KJ2oPBoI3e8RPfszLAVYBA5mgkO2a9tyxgNPqL82eRSnzH94uPx7+VWhQwy/5x27hfeTte4as2R8AYs37wfB0suR5xUghwGVrE8Xwjto9qM9j2rZJxYBvJiwjhM96G0cF4FqDk/bh9+txHZIhQ9s12kwOBam81AJcFT2u+j+EALAKFh4eHsbOzs/AIk3PnzsV4PI4rV67EpUuX2j5jn8zz5bSvlmWKsnvGIgt0CRtcg2b7tB38d3Y8/hzbaXbOAmuzsMDaUDJjroPjzNlkxifbpsvBaHkEPuMIT2ZQu64lc5rzNycH41l2R7/PREA214ePoeWOHCHk88DBwAl21Yln59OyiYhYGHRk2STuS26zskpUFd/jfnG5Cd/bzEmqg+I2aLSWnR2Oq+LxNL8TY8z1iWYH2I5k82+YzB5mNlADQKexKWy/u7bp+qwmsPS7bK5qLbCpAiFrL/fJaecKZXZ9MpksCFwIw+FwuNCWTNxFHIsQFSVZ0O+Ev4/l2SpGpz+Amtjme8DCuPaby9pjkbU5WGBtIIh+ceZCs0iaScmiXByB421xDi27YKPDaX3O8NQERM2B8DWp0euVXjTRtOUi7Dwz8YEoGqJxbOg506P9glIJRBM1KgmhheddTafT1tn0er22JJEfpKvRSL13EGpbvfl3586dWyo2su+5H9TJ1aKx6pzZYeC3o9E8ZOl0uWXej8tL+OHR6Euu1+f9cb+MMesH7PpkMomtra2FBSxQ9sw2Gqh9rgXMNLjGKwbWAmpdwbDMH+L7LOC1TBDwokTb29uteKkFp/jY7FdrwTqeD5XZ/Jpw46wgbP3+/n7ce++90ev1Yjgctn5uZ2cnHvGIR8TBwUHs7e3FZDKJpmna+1LLCnEliC6yVOsrbmOt/ei/LnHK95fHQDx24XZn2+DeIQCKqQVmM7DA2kCySJUa1CzyxdknNTLZOZTMaWFfdgLZ5Ft9z+gE3dYwlogSx884YaeoxpDFAC+5zu2oGW8uc8SiERpthXOEs8ey6ZigraJW+xGvnP3a2tqK0isRzfEDfvV6tG/4PtaoRT0X+la212gjXztHmlXk8rVpyWg2YNFjd/0GjTHrAwdu8A+BKy1VzuyzCp+snFmrF7oyGfw526tMCKjPysQXHwtt4WOrfcx8eBY05HLALHAJ36MBSm5LZmf5XmC/yWSy0FYIi8FgELu7u+1jS1gYY18tz8P52darX836dllfd23L/Vi7hzwO4Dl4eg/1ni0LgJr1wwJrw4GgwMAfsCGr1Rt3GYpVRVeWodKoUhZlqomtmrFjsaQZLEQtdUI0nzc7rm6jETE4DZ6fBQGWGWBMGObzsBPT69ja2ooSJaJ3PKk7uzds2JdFC7XPsr7tInPAHO3UtmV9x31TiwbrOV12Ycx6ov/fw06zOIg4+TxDtifIlHDWBcfuElCcZVLbhgF/lgnhgbdmmljMZd8DLi2vLQilcMBSqwVqPgHn7crmZOfhYCv6tdfrtZUGyDiiPSy6RqNRNE3TLiLF9077KSsL7/JPWb/X/q7570wQZb8T9snsg7JxgoXV5mGBtaHA8OHZIsPhsC3LQpQJmRzOPPCk3loUrmtgzNvUBAyXKmoGKxNkeuyF8zaLhjXLQmHlQETW2FmgHC+LDrJAQkZJo6IQR6Ucl7A0zeLqjchkTafT9jMYZDhJdkQ472AwiN7W/Hznz58/Eb1l4YFj4X3XPz6GvufP+J8eO+L44ctot5YGtiKxHJdS8D+OXvI5tB1cWmmMWR/YH3AGix8ez4NbHsjDX+DBt/hes/kqvGrZLh0kc5k8+wcWdGwPeRv4AL7O7NojYmFhi9qqryw+1GfjfNl1cyWKlvRnFRW8P9t0HhvgHhweHrYZLbbpvV4vdnZ24vDwMPb399vFS7KHDjM6N26ZYKkFRfEZjy+wsqH6aT5nTYijzzKRmI1TLLQ2BwusDUSzN+xcsPACOw8e8AM2OmroNdui1Gqfs0xRJsh0W97/hPGiTbiWXY2mRvzUsXbVydeEImewNGuFV3Y62veAy2E0Movt+KGTfI84cwSnoZksnUS8LNLJbao57sy5ZyKIRVYtmohjdEVtncEyZjNgn4RBPZet6/xe2Nds8QTNPAD1JdlgvZRyIlPF9grngD2sZapqaJWDnqOGlu2pT6yJJ75G9KnCfoCvEX3B++O7ra2thQAu5pEhkIv9szm2NXFSE31MVz/VArvc33p9td9JTcjVBJbZHCywNhQWT5odYKMMYw1jqA82VIej6fzsH2+vgikbXPP22X7ZdUXM519FRBtN5KgmCyo870qfF5IZ95pRroksdu5suLNjQGxlCzzonAPcm2iORQrKBNEGFmUajeOILwsldWA1h6YDCR5k6EBGBSr24cyf/q4YjVzq4MECy5j1h20IP1MJsN3hbbWcnG1UVzaha3DMATjdnu07Cz9tT2azsooNDgyyrVSxxb48K7fjKgMtZ6v5Wr7e2t/sM2uByMxGowqDxUs2HtG+WTWDVbsWPZ72o44zODCp14RXDSJqpUwmZM36Y4G1ocAAYLCORRJ4sI2oEpZd5Yfu6sMCQU1U1cr+NPrHjoXJxIseg2maJvaevbdwrTwXilf1m0wmMR6PT2SPas5Cr0tr4/E5izpdTYizNvj84OCgfWUDDcNdynzVrPF4HLPZLEajUXzgMz8Qva25oxoOh+3x4FSxWIeKLTgC/lwfyMmCJutfFekcWUY/qbhkcN18XxRuX5Zty0oPjTHrhQZoYLv5QbtcnsZldGwPMViG/Vfxo4PhLjEUEWnVAPsvtqda4o62YD98zn6B/YOKLS7pm0wm7TMceeVAvnbYSgRMI+rPQeQ21a5dH+7Mfk9tOZfd80JNOzs7MRqN2uwVxCFWGaxRC6p1VZoAnvuWBYTxd0QsBP4yocT+CUFofIdAKbeVxb1ZfyywNhCOtOmAldEMAZ7pBCOqmRg+di2jw23Q97XMkRrNmrjirEopJaZPna9U1IvFSBU7P1wXR/004oljotxBhWDWB9o+3ofFhH7Ofaz3AgIIzqhpmrj88Zej3+/HhXJhwXFplFbvM/aHQ+gquag5XRVSGnnUKK7eTxaf2Tn4764IojFm/WEbwWXoILNzGvA6bcYbfpJ9i7aFz1/zeVmWRP0Vf64BvK73LNK6Ak4ssNiOq0jkdq9iY1WkMpx1QvtU1PA8KGy7ihDJqh5qAVeAY/M11sYrfA2ZENfjcgaLhX9tH7P+WGCZiFh8/oc+N0MzWxEnV+ZDtEznGdWMFshKDSLyevBaml2P3Uafbp8b4NmHnjSOiJLxM5S0rZkD4ygiJh/jvWayYMy3t7djOp22teeIpCKCyQ9ljDgZGdToLbc/3hkR2xGHTzzOIqHMkOcm4DyazSqlLGQm9Xr1PmlpCdqHc29vby9kAvW+8b46Bw3H5wyqzidAW3Sg0OVUjTHXP9mAFSXetQyMBmb4Mx70r5oNr4miruBPlw3MPlMBpZl+DN51zjDOkZUtZufJMk3aTvZlXWR9rYJQxxTcB/CT7AfU9td8/ioCi8+n2cKu4zGZoOds6WAwaL/DtWTXu0qWzawHFlgmIqJ1VDBomunBYBfla1ruoAJDxQZQQ5YJGBVuODeLlpqoYs79h3NRosSV77qycE5kbrCCEQQGi8SIWHiv4gWvg8Ggfc9zp7hf8H4ymbQ157woxXA4XFhVkJ19xKLD5CjZZDKJm37ypii9Eh/4xx9oBRWesYXtuf24dpST4D7hcxZeLDxxDLzqs8Vwb/g+qShSOHulIhIiX5fO14ERCzljzPpRqxSImD9Idzwen7DBWTYrE1OwLToXVc+jqH/S8/Erb1Mb3Gc+jzP88DPb29sxHA4jYv5QXy5tr5W+ARVANUHK36+addFrx7Ezn5htV8p8tUfOcGG8cXBwkN57PVbte26f0hX4ZWGo878UDrRyIJaPB+yrNgcLLBMRx9FANmRdxpdRsZX9w3bZednBqOjKBNkqlFJi/8v3F/7OIpc8SNfrZkfF7eGsiwpJFUPqLFWEqiHn62RBmdE0TbzjM98Rg8EgdpqdNKOj7edrx3wF3pbF9CpOTftN255FH/lYWcRxmTDTbbSNxpj1JLMVPM+JP1/GMhuzShv0fXbMTAhk++Bv9QfsNzjot0wA3h9O42OX7VfLWmW+Hb6Hr5WDqbXMWg09r44j9PynGVfUzsMZruy6T3Mesx5YYG0gKjQijqNFHAXjDALQyFstsqjbZisf1fbVNHx27OyalMMnHWVg4jgThywdomKICgKe9MtiCGB7ODqUAui2bNRRNoeMVykldnZ2ommatryFnxeFDA5PROYIGV5LKXHfh98Xg8Eg+tN+u/gFop1Z+7nfuR9YDLIoyu4FXxsGOJmQ09dMlGkJSXY/8T1+i+gffZCmMWa94YAU/sacVCzZrsE9zVzBfgAdrNd8TS24xG3L9lEfV7PHHLxT2wgfgOoJnE+rTiJOLhfPGZXsGtR2axVCrZqCyZ7Nldlm9Qd8f3h7vgYtEe+iq6+7xhJ6D3iutR6b25HNRebtMz9qNgcLrA1Fa7dRKgfDAsOBuTygVlMN1LlFxImoW5coi+hecCEjixr2er3Y+oOja/no4wjnZDJpxQs7HTgIiBdtN1/3YDBYyGLpNXG/cpZqOBxG08zL61hYbW1ttWIKoIwPk5BxrsFg0AqoUkpceOd8cYvx7rgVIcPhsHXKuqwvXjVCyKV2uN+8AEatfATXxsvTskNRB1oT6CqyMkHGx8E9XNXxGmOubzg7HnFsW9iWs7/i7Ee2wIPaDc6iPFCbooNq2De1i3o9bK/5s8Fg0IorCEkOivJAn+07iy/+XNvKfZwFX1nAadAUn2XjgawfdR53NgdOn9nI90/bnPU9t0mpZcPguyBkdZ+af+d+13PwfV7WbrN+WGBtOFk0hsVQZnDx3SpRP2YVcVVrX5ehVAeBv3d+bCciIq5+19UTxprbw6VxOodMBSVnkVQUZNeLc7LYgWHGe16ul0EJX0QsRNS4/x7/K4+PUkq888nvXHBCyyYIqxPCtWpZY9dKTuxwdNvsfFl0MfstZKIddGXIjDGbQc3ms586jU3IbE5t/+w72LLMR67qG7OKg8wXZcKjyzcDtu8Z7BuzckutVsgCZfx5dny8ZvZbr4GPzYHKrO8ysXrae5pdiwqlVeH9T7uvWR8ssDYULbnq9XptNAylb8gU4DlYmHCKTIoa/WyQrJke/g7vM4eYRX0yJ9r5/dEmXH6Ha0dUUCNjg8GgXaWJ252VBeJYoGsOAJ8Di0mgT0spCw8PRvtRusgiCSsRtmWCvRIljp9HhUnf2J+jotmEY45qsjPj9/hd1KKN7Jj1/oKuUkVuC14RHeVFPbhvuS12XsasL/BJtYEqbAh81dbWVozH44g4uTpd5qN0AJ+JDIX9k2a+TmuTYKN5jhUP9LlEHJUNh4eHsbe3F/v7+0szVNyP2XXg32QyWXhuIo4Dv4HrzSpaOPvD27LtVlGI62XRqItloBKD742OE7gfM5Glx1U/zb5O99N2Z9fB5+dyy2wMY1+1WVhgbSBqLDE3CcYOwqOUslAmBoGFgX+tHhvH12dG4bts+67MBEeBYGTVWfDgnPeLWBRY3DZsB6GJa9c5TL1eL4bD4cLqgXrtWSSR+4JXwoOo5dJAlANmYoLnY21vb7cDBsznwhwzbLO/v99eE9fv47rVKXG5oGax9D7wQ4Wz+9B1j/maNOKo/a2rFGaC9f4MZowx1ydqC1SIwMbyXCMEl3iOEOwgBxfVx+D4fG62M5rJUbvZJWYAC6hMYOE6ENzb2tqKyWQS+/v77Sq4HExj1GbWbCTb8cPDw/Z4+IxL57mv+Tpriz5hzKDnQsAOq+ZyyaO2UwOz8I81u68l/dhWxSFnpvhVA4FZUJH3rwV7lVog2aw3FlgbjkZmOJqkURfNYqjDU6Ojx6gZHx0o6/vsmHosGPqu86jj1FpwvNdFLjgDpAKLDfWyCCs7ep7rxc+ngtPSa+D28XEhrnTbWrlgJuC6+moZXaWBfPwu0aWv2fVk5+Vr6Yo2G2PWDxYATOYzanaZRVWX71BqpXxo17IgUyZW+J+KFVwPgm2ogmDBcX/J+kuzNdn2q/ZV7Zzsp2rnwHn03nT1LwvvbJva513l/l3ob6irjWazsMDaQFSsQGBwlgUDZ30WFCJSk8mk3Y4n32qKXp1gZuBYtHH7OBKoiySoM0qvL5ooURYiahBh7Ji4BIVXauJSvN3d3TZjxKV2LD4REc3Q50shMsmlgijv4wUjIqJdgKRpmoXnjXGklssa+V6Nx+M4ODho25xl3vjZWww7evQpoo2499zf3P/8nu+T3ms9Ty1zhnuPa0ZpJWfVjDGbAQ+4swANMiVNMy99YxvP9kV9CZNl3bsCfbWsRvYZn1NXooXPwWJFvV6vtf97e3tx+fLl1razf9RsVK0dLES01Btw4CzrHxUzXdMAOLunJemHh4cnHhTNlRx6fzRTl6FtqAWOmWz1xtq91HOpH8yCw2YzscDaULJBMS9djvIydkQwfKWU1ihqbTx/hm1BzZHBMWh2heHsFIy0fq7HjCaiKYvPmcJ2qGPnY0I8wdhiPtbW1lbs7OzEaDRaGORzH/J8tgx2VugXlEhAYGEeFi87jGvE+bQUI0pEicXlffl8fJ0QZ9wPXWV+6iRrzqYmsNihoX01QaQlnrw/tzET2Hy9xpj1JLXxle/gTzjAxwKGs0waFFTxgOOpmNHtu4JM+p7tF1dEIBAGgYVSRp53deXKlYUsloqHLIOmf6ud5QCmtjnbnz+v2WQ+j2b3uF/h7zhwyWX0WorZ1e9ZmzUbl/UN+9vsWnEOFosqsvG74PFQV7vM+mOBtaGwceB/WTSmNoDWkjaOomUGl4WRtmWVKE8WQcsEW/v9kfjQdvC18sAdbYRR52ePYHEJjcKp0a4JEDXivOgEG2yUC3JEEPXq7JwXjh95NHaZIa8NApbRdVx1MKdxJsscZnYuRweN2Uw0UxGRz72pZRb0OKucTwfonf7niC4BwL6o9h7BO37u3yoZOG03t0uvgYWnBktZ5PA+7A+zNtQ+y9pSuwb2zxzw1WtYldq9WvVYywJ5/BuxbzIWWBsMiwVN8cOY8wILbDA0jY9MDMQBl6WxmOBzsNGuGS7ObGQPAM6O1e43V1hVB5H1w3A4jNFoFFtbW3Hu3LnY2dk5USLIDpyzLFqWod9DSCE7iMm+WOACK18hk4VjQOwh+8PlcdHEXEhS3+qk465BQOYEdFsWovp8khosuLUvdIDA18rvayUu3J8qkI0x60VWep695wCe2hUtfQeZaOL9lMxv6L5df+u5tLRen8WEFRH39vZiOp22JeTwJfzMRt5f6fV6C+V1nJHBolbZ9bE/4evVcUMmthCY5OMiiMglg2gHV77A12lf8xigJpRrgbrsvmSCE/uqj1oWkMz8ZibqLbw2BwusDYYNtBobzlJlZV1aYgHBwNmXLJvBxlpLCBUVY5kQVAe3kLY/ymBlmTO+XhYk/FDHnZ2dOHfuXGxtbbUCC+fgfsgEFvef1sWrWMGS+L1eLyaTSdt3ODaLGq67j5hnr0qzONjIHGLNkeB6ag4jixji865oHjsWbK/isybwtD36+2KBdX8yZcaY64Ou7Iza/tp2GthRO4b9Vh34qk/KBtaZAERb+BgaMOQgGf5hdb/JZNLOxdJzqVDTtmJbtAG2m8WOXoOW46n/5SXZdZXGiMWFnJiar+HzsZ3H9jxWye4H79t1Pv5NZX2lPmoZuh//re2xuNosLLA2nJojADByyEggqsQiKtsny0boe40e1kRQl5PNtsf7K192JXqlN5+LJZGkbACPKB/+Ycl2frhwdozMgGYCCw6ThS33x9bWVhvxq83n4ocVl1Liri+4K7CQoA4e+N+ybBa3P7uu2neZ8+JBSza4wHb8ym3OjqvbGmM2g1VEVG37VY+dDbZrA/mafYtYFDFZO7Lz1bInHFDCdlqyx+3guWa1c8M+c4k7ixvO9Kn/wDm0HXwttVLH7Br5/bL+QNvUn+h+y86lx+f7dJbipzYuMpuFBdYGw4a19j1nr7CwBbItMNK1KFVtIjH/zZmuzFByCYEa0MwJsIM7fNJhzMostpqtE5k4diQ83+rcuXNx4403Rr/fj4sXL8a5c+fa7yFsuA4eTpCvm6+Ta+dxPvQfSgRZlGDS73g8jqtXr56YFKzsfeReREQMm+EJR8xRRpRr6DVkAoi/12XeawKMz11ra7ZNJqI1gsgrP9aybcaY9YbtioqIVUr1asdAlUDXtmxzOHPf5T8zkVXzXTrIh2+IOF6xl+25HhP+KyIWygR1cSBut/pELunjfTg4xwILi3NoRi17/iXmMGv/cJk3jsP3Un02L8TFghLt1RJJFW2ZuOryJ7iObIVdvb/4LAtC2mdtJhZYGwwbQTZyaoTwHVb7aZrjsjYWXLXUPIst3o6NVBaRyyJo7KAUGF0YtN7b5vOwZh9zvPqTDtLZWKM8cDQaxfb2duzs7MTOzs6Ck1GDz9eWiUmeoMzz2pAJVCeHhxyjT1nMZn06/KP5Ur4HTzyOdtYcI6/kp/dKnRze4x+voKXbZb+rmnjLIpXZ/eZj4TfGTlfFnjFm86gFc2qfg5rA6YIFgGbju7L+NXvHwUPeHv4APgJBPNjxrNKDqyPYV6kP0evlVQhrpfTZg4RVYHHZOx8HlRsq3nCtvHAHB/042JaVg8PP673kfubv9Jr0nmZk/ql2nFVZJujMemGBZSLi5ANs9XM1JjB6apC7HEpmoE7r3GqlF/iOBcH5Hz8fERH3vvDedpDOhpqvkbNUvFR75oT5tVZvzxFEdnq8iiBntdjBcf29Xhe2B4/5xcdEiRK3f/PtqQDR/q61s9frLThbvT+caczuS/b3aQRQl9OrlVuwY7fTMmbzqPkDDeJllQLZvCHdv3ZO/r7r8SIMn4ePAburC/fglReTyvwNBIdmsDhwt8yHYdsscKnCTedi6XiBM1hcQYH3uG6+1q4+A9lCJRx8y66R53lr3+nxs3OetYiyn9osLLA2lKx8r1a7rWl3XrQBxkRT4zUDxufR82ZOrs1GyQBfxR0PuJtmXrp399+8O5qmien+9IRhY0eABS3w7JHhcLjgEHTCL6JnHCnsMsRwAtvb2205CjtPdoCcZcOzTqbTaUwmk/accKSHh4fx3q9470I0NLsffI8xaVofuJzdI+53vq/Z8bNyiEzMdv029H7yKx87y6rZcRmznmS2NQvuKZz9AGzXcGy2n7xv7VUfUo/3mQ2CTce5+XEbvB+OO5lM2uwVygS3t7fbZ2IhE6Qih0vw8PlsNmuPtwqcNePrYYHCGTQuq8S2nElj0TccDmMwGCxcL/xbZtP52hYWdUqCajx2wJikJii5fdl952vNPl+VVQPHZr2xwDIRUXc0aqB4kL1sYKuRoOxfLb3P58mEVy1quWDAH3OwUIaQZXDwNwwvslfZikzZdWWZPxUkLNL0oZcsYtjx82IWXNbI96hpmji8adGhcF/U+grOl/fLtlsW7eN7pOfk+5GhUb5Vs12ZmD9NpswYc33BQZ2I3KZlATcOxvF2OCYfn+0gH6OGCiv+p8dmu50FqThgOZ1O2wcITyaT9jzD4bD1UyywIHgygcUlhrXr0QyWLqyhQTrNUCksjBCkRPu4IqNrDjCfT7/j4B37QR03ZAFjHXfw8R5o1or35WPaL202FlgbSM0pcKZKMw1szNVw8eqCPB9L583wubva1tVmoJGtiOOyu6aZL8gx+O1BRBOx97F7rXjRsjs2uBA0cDLZhN6u9vI18twqHE/nY+k/OFb0J5eM6Fwt9PXOm3ciImLvE/cWongAbebopPbpKmI526frb+4HJcv66e+ldl5jzGai/ohR8aJ+h+cL8z7I5tey57w/PuOAV7b4jwbgeD4St5OrLWDz8ZwrFli9Xi/G4/HCSracIYJ/2t7eXgjm4Zp17hNXSWj/snDSflDfXxNYfAy+fu5L9B2ulftVg398X7gtyxYbqfkT/o3UArVZMHEZOqZS32f/tXlYYG0oSKWjZIxL4iJORnY4IqVRIM0OwbjAsGeRPUbPlRmi2iA+uyaURjzilx4R0UTc9ZF3RdPMV0nCQ4SBZpfg5OAIsbAHno2FPuOsk4osFkgog2BnAjE1nU5bR4pt4FTxzBMWXpnRfuwvPzYiIi5/3OWFAQSLXrz2+/22zp5FsJaFdAmmrn98/dl95IFFjczJa//W2mOMWU+y7Lr6oYg8CwK7o3OZdH4s9mf7oseFEOCAVwZXIvBgXsua2dbPZrPY399vbT77jYhoBda5c+dafzwcDlv/BIEF0TWbzWI0Gi1cZyklJpNJXL16dcH+13ywXqOK3Kw6guc085hCF7PgEngOImp7+R7URFX2eS0rifuhy9pj22zqgf6ueOyj26GdtaClfdXmYIG1wajwqZWLsRNjx1aLLnEkEd+dtk187ixCmDk/AGHTNE1EczzPKRNFeF0ou6M5UFoW0YqT22+P3pd9WRz+6I9G8yEfstAWdlqaweJyEM1O6XdZhPSEaImTUUadAIw+yRxl7f513beuz5cJLb232b5Z+7qOY4xZf7oyJ12w3+CFHNjfcfCnZmewna4im4k6nkuUtYUFWlbJMJvN2ocKb21ttWV+3D4WMzr3ibNYyIJBUMxms+j3+61/U9Gk/ptX7NOxQk346vvMN6gQyfx81z3V8QALOfRPNjbIAsQ6h1nvVxfZb8RBPxNhgbWRcJSIjWk2cVgzPIj2aLmglgbgPPrKhieLOmVGqSbk+FoijsvgmqY5rl9vonVUOA+cEa53b2+vrWE/ODiIyWTS1o2j3h0LX+D97j/5JzF47Wuj+c7vjP3v+76FtrOomk6nbYSOneh4PD6RwTo4OGgjmOPxuC0XQZSPo2NgdjiLKBH7+/sLte+cneRoLa9QWEpp26bOrjZ4wP2oOcETAnBFJ1MT7tlxsuhmV1bMGHP9U7MlXHqXwYN8Fj9adYFtalmHTCDUBFa2P5cWoioB86644oFtPNoLX7C/vx97e3utL4If5nlRKjbwN0QafML29vbCQlXwQXy9WdAr8/N8Hm4HjzN424hoz6cLXWS2PgvWcR9l4jvzCdwW+GTuMxamer6I+nPPVhFVWfDarDcWWBsK16TjNTNYHCXLImZcXqEii8vRsrlZauwUffhj5uBUVHH0Dxmb8Xi8EJ1E+yGkYBh5laZSykJZIATWJ3zqp0bv6MGPERHDH/qhGP7QD0UzHMbtf/zHaZsgYrjsA22FmIKIunr1aiu69vf3FwRPRCxcF84VEXH16tUTqx7yvUIb9JkkNVHF/2qOKqMrApiJMRZLWt+vAh2f4x8EpG5jjFlv2DawaALZCncMZ3YilmfFOPuvQUINNrFd02NASHEJOAfk1N5HxIJPg/3muVe8LLsGqVQYRhwHGfGeM13YTq+r618mDNHu6XS60A6+F+z7amIObURf6zVpW9iHZMfTNqqwqgmgWkCxtt0ysW82AwusDQWD7Yh8Ui8bgsyA1UoBsvMwtcF3Ri0booN//ONMT7v8eRyXhZRSFqKIaB+WQUdWi7M+/DDFfr8fb33lK+PxL3lJXPy1X4ve/n7MRqO4+tmfHXd/27fF4ZEzYYHFbcIKURwt5H/IdvF7jaThOvHZrJm116iRQzhgiMrseSrqWGuRxA82WQSytg3eZ4MYY4zBQDnzISxGaqV8tWNmr6dpiwYGu0rkGC4fh/1HgC7ieP5xxOJjVbLMEYuyiNWWFO/KXrEv5vazv8nmI+m84trYowsWRKvcDw3u4h//Jk7r+077ezCbgwXWhqLZjlp2QTMiPKhVY6vHUKcFUadGP3OE/H0WwYLB5qwQC5jDw8OIZj5HCVG0Xq8Xk6PsEzuM4XAYly/PF4nQ6CD6CSWE/X4/HtnrxQ3jccwGgyjjcewPBvGBwSDKpUsRcTJSiWdYcYaNS0RQ/oHJxyhTHI/HJwQqRzsjjksEL1++vFAaiPuELCOcMiKgg8HghKPkPubPsygo+k6dk7JMMLFgx/uuaCb+xnUuO4cx5voGPgJgwM7VB/wdyETWqoFAkJWLZQPw7Lg8/zUiz2CdNpg1nU7j8uXLrR+dTqdtuR8/1JdL+bVP4AM0y4XvVCDxNXLWioOZXIYPeL5blnWCYFwWSNUsFb7TOcU4Zi0DpcJKP+e/cUy86vm6FlbJWDUDZtYLC6wNBINZXno8i0zhc557pYYb++gcqswgZsatNngHyLxwVooNMwssjujNZrOYNXPHNh6PT5yPM0F4Rgc/B4vLIHmbwWAQn3j77fH2z/iMuO2zPzv+3K//euzcfnu8//3vX3gAMETQeDxu54OhHALtR1RSBRYyarxML/pRF8A4ODyIEiUuXbq0sEwv7hHuE1aTQnkgL+DRlT3Se5RlkbpEVle5hR4H7dFIqEZPMRDg34gdlzHrSW1wysJH/RcH5h7I4LYmrjLRlok7rpjgqgQEA3X/zKdy9md/f78VVePxeCEwCJ+F0na8z3y1lghGRCvSOKvE7eL37M8gsEAtYMvfQxzDn/F+7KO1DVzOyEJQz1m7JyyY9Xv83Va/UH+xT8L145hdv4lalsxsBhZYG4oaza7tlh2jK4u17BiAjRM7RM6scESQhRSvsJQtm8vH0NX9ImLhWSgqsOAMDg4O4uKVK/FXfuZn4le/5mti9uhHzzNfX/3Vc/F1JJJgoOFw1KnyfCw4ES4LRGSTl6/lbA2XRDZNM8/SlePoGk945n7kCcxwVDw3rvZ7OI2D0M/Vma2yj96z2j7sbO2wjNlsaiLqgzG4XTXbxJUWeM8+SIWFotk3gP2n0+mC4GGxBJ8WcVytwnaT+wT7amArEzgsNDkjl4mPGthGRRTTdYwun6H3OsuOYX8NXmYZShVTeozs/tQykhZXm4cF1gZSSmkzMlwOl0WB1DAve59Fu/BeWZbBUmPIjgrv2VkhO3R8gMUSwYODgxiPx61z2tvbO2E0uXyCnz5fSokv/1//K/7MO94RT/rpn45Xff7nx2g0ihtuuKGN/KHsjtsH0YRsFs/HgrPlVQSvXLmysMgFom5a0ok+mTXzlRL39vba73AvtUQQJZrb29sxGAza7/X5XprZ0j6qOTEd5Kw6EOHfAvpOj6vH4oVVcE3GmPWD/Yyy6kIVaktOO9CtDZr52NwmDQw2zXG1BY7FNoyvk7M4+FyfVYjjssjifoItHw6HbSUD23zYS/guVIro6rcMHxfVFioWNVOmWUQ+FvtJHkPwvVKhlZVsZqJOfy96fm6nth+fsR/UbfT3pFm37Hy1tpj1xQJrA8FgmgWWPs1et68JrexfxGJULhNtoLYyEMgclWaiuAyDM1i//azfbh0bnNHe3l673C3EDGd3WKBgmfZX/vIvx4AM+NPf/OZ4+pvfHJOtrfj2b/zGdoVBPPSR0ZUD+eHB/DmyXmgfBNbh4eHCvDA8UBL86sf/apRSYm9vr703WFqerwXPUsH3w+GwFZEQhlkdf+23sOogJSubyI6He6y/lZqj4oEEzxswxqwXPFjObAgv8JPty7YhszGMCqlaFilDxY/6J11QCMfPgpK17AuOFxHtfGJtN14hpCCudnd3W18CsQVfgCAcz+3iyhC0DX4Bvip7lhZeuUQ9E7YaUOP9s8U/tOKCj4N9M6GViWP8pvjaalkzPoa2VQVWbRxjNhMLrA2mK9MEQ1IzErVMV3ZswAP2rswWPq9FibJMltZlR0Tcd+N9889mi/upw4OggRHnZ2PMZrN43qd9Wvydt789Pv1974vRbBb7W1vxhptuipc/7WlRjpzMYDBIjT+XC/IcLEQIm6ZpBRYvbIH3arC5BDAi4u7zd8/fHx73pbYf+3JtOS+EgeV/OXt1cHDQzim7P9HeiPoKkssizaucLxuQGGPWk/uTderaT7PkXft3/a2fqy/KBt41O7iKDwW6gIaeI2vbYDBoP+OFq3geFLbV+czcPvhQFoyc6eExhF6zvtZYdTtss0rQD+Kaj81txTWykOLzL/staP876GcssDYUDKS5nAyZkSzahH3wyoN0jjDq5FkVBRzVWgZnpJCJwivPa+IFL3hQf9Of3BRNNPHuD3v3CfHF50C5A5cZllJiZ2cnhsNh3F1K3H14GIPZLMalxODwMD5wcBB/eOlSnDs8bDM/yApxNpAFID8XhJ+BAoF1cHAQe3t77XXhcxwfWSgIqF6vFx/1no+KiIg/uelPTsxJ4nlWpZQ22gjHWMr8QcPIWmFyNEpLODJcy0zqfazNg8tgUaf3pAsV7VyKYoxZL3TwW9sGdpazIBEnn6eox+36XAfg2SCaA1l4z89/Ut9Ty1jhb527ijlTOBZs5sJqssk5cAyebww/PxqNopT54kf8vEqciwUW9z/8A1a6RX/jFf4vy0ppZq4rcKrzwbruU/a7QEBR+1JFH9qZCcWaENb7rfe1S+SazcICa0Nh8cOLO0QcGxB835VlYnFVKx3MxBYfo4YuZoGoGc9r4vI+jsRFRDzxLU+MJpq47abb2utClooNHoQNlkzHg4nPnTsXOzs70ev14ob9/fiJG26Il994Yzzn0qV41JUr8d73vjfuu+++E2UXPK+JHTTXuMOBzWbHqwjCaeE9MlxcP8+OoNfrxf9z6/8TJUq8/VFvP7HARb/fbx0yyj/gTCC2+IHRyFrx74B/A+w8apnJLseoIk0HF6tkuPhYHLV0BsuY9UQz4l3/v2cDbQ0WasajlplQMZBtow99xyuXrfPxVEhpW3XFP5wDPgvPauR2qMjj4B6EHtqEMnPMx2WfqOfU88BHwIfAP7GP4LEAl/9l86GWZbg0C1ij6553TUHQ47JQ5OPw96BrARAVaMvaa9YXC6wNR6NMmgXR7ZjTGIosUtdFzfhmxrR2vls+65aIiAXBgPe8QiA7F4ibra2t9n0pJf7Oox7VOsDvfPSj59E8iuLBoULk8IMfAZwWr77EDxrG+fAKB8MRTHakpZT46Sf/dHqvdOK09i1e+Xt+bglnuboGNF2Zo2wf/qxrkLSqYLKwMsZELD5nMbN5q/gwzU6pMMte8T4TBbVAU5fNxt+1wX2XDa0FRBFo40oK+EPMzUUb9Dr0Gpf1G3/GYkPfZ218IPNpT+MLuu5ztu2y77PXZec1648F1obCg3ReolyNv64mhwgdr66HbbjGWbNUy8SViigYef7Hxpmjb3h2h57v8Pw8ujjsDU+UDLCzGY/HJx6wiH/7+/ttWQWLM7SBF5TQMkjtP44K8vwvzmZxbTtHxDBPikVf0zRxpX9lHpWMQXs+LM7Bk5y1f3k1K75v7HRZhHLf6nXh2hi+37p/Jto0wpj9HjRKmw1+jDGbS5aVgr3nTM0qg+DMDkUs2rrawkuoqohYXCWQs/daush2sdY++GmUjnM71L/iGLCZvGgFl4jjuVpcvcCCL1uYoyaouGSQryv7O/MF2YOH9ZzZOGKVwC33S5fY4/aoEMu+z7JkWT+tIsDMemGBtaFkgkTFFH+Hz1ic4HN8hm0yA7wsE4J94aBqEUEAh8lRN87AlFLiI/7vR0TplfjTj/3TBYeGY04mk1aQoJyOxcd0Om3F12g0Wlj0AX3Fi0VwFJC3VYGq16QTitXo4zMWfpic/JT3PCV6pRdve9zbTpRh8iqRfFyeq5Y9cDjiWGR2gWurrb4UEQsOW/er/QZ0+2UR4drnxpj1pytbhfcssnS/mu2oZW/4b7bNHAzUduB8PFe5luGvtavmp7tsH7bPBCD6BcITpe6llNZ/MRzcyuy09g1XXvCYgccILDhrfVEbT2R9tircb9lvgrfLyIJ7mcBiIdd1PLOeWGCZpaij0MFuLRLURc2gctRNj7+9vb0QMcQ5uRacI2Mf8X8/IqJE3PWJdy3MMUIpwvb2dpsBw/vhcBiDwWDhGtXhsdDkdqMsEHXyKipXiWbx9pwB4rld7AQ/6T2fFBERf/RRf9QKRX7GGS9jrhOhecJ0zXEvcwj6fS36qK/ZZ9lvqNZP+tuw4zJmPTnt4BnwQB6+gbNGXTaj5s+yEsBswYPTXkMtKwMRgmDXKn3BtlGfn6V+DavcLpsX3RVMY7/Nx+a+ycYPes214Cxvw0LtNAsb6XHVB2WB0Pvzu+sSnGbzsMDaUNiYaMkfvzKcteI5RzC8/MBapRYlYpHC23IpHYsrfI9/eEgvOzsYy63+VpQocf78+bbNWL0P0bXBYNA+0wPPFcH1jMfj9rPMWdWEAr/qoh74TjNGeJ+VXg4GgxiNRtHr9WJnZyd2dnaOBVRvK6JEnD9/PgaDQWxtbcXOzk4rrvCMExZYyJip4dcJ1pkoy+5p7ZWPVVt9MHOu+lvQ57HwPeBSS2PMetLll7JsSjZYh6CIqD+nMctSRSyWyXGWKltpj4+rC/rUrinzH2zveHELFl5cvaE2Ee3GZ1x+x9cFf4hqh1JK+2xHvQaU4+u1aDkh9zH6XUvVdf5zzd9k2aosa8TjhqxN2f3Ixh98XK7M0e9rPj8L/mXtMuuPBdaGwoajK4sC1GGpCNLyC2zDrwqXSej5OOtSizzCACKDpUYM14gH6aIsAuVv/LBdvOcFJ9Tg69yoVciWpYejYjEFY59llJC1wkqF/JDI0itRYu4Qh8Nhu+IgBBi2ZYHIfcb9yWKo676hL9iBZRFMvl4VW/xd1gbgDJYxm02XuFoVtS+cvc+COowG9tQPLLM/2UC8lj2JOM7S6DXDJ/JjOlREavvwDyWM2YCfz8l+E/3Cc3FVrHAfqd9QcZuNHbLMlvZddt/RrmVBQO1PPmft2PxbOW0mS/1ZxMkFo8zmYIG1oaiBrRmSruhebTDM+2bOJCJOiImaqKs5L/4chlA/w/F4MjDajXI6ZLFQcz6ZTNpnQGXL7Waiq3b92t7aZOcsUsjCTMUTC6xe6Z3YBq8ssJBhbJqmFWtZaQv3GRbwUJF4fyNwXQMljUxq32mkkr87reg1xlw/ZPbprI9Tsx+1+aVdWZauRX2yLEqWSamJlVX9TRaw5P34PJpBQvYMAUl8p1kb9efZtapfXzWAll0LC54soNvVByqyMtSvZWOcbJyiQqzLj1lgbRYWWBsMG9SIOGHseTuN/KnYyAxKzbnwHCJeJCIzPux41NjPZovPxNII2VZv7lRGo1FERFumgGs+PDyMfr8fk8kkLly40C560e/321X0MDdrPB4vTGhW0aVRQS3nQNtRhoF5Uvwewg8CC5k3LhEcjUYxGo3atvX7/YgSceONN7bbQGC1IozuF9rGpS3qeFjg8TGy307m8DOny5HRLPLKv0M+Ft/v7B9EMJ73YoxZH9RHRZwcpGdiAfuq/VWb0xUsykqS2f4rLIpUMHEmiLeNiNYf8vbcdvWxagOzvsiEAIKIbLfVr0ZEW8ExnU4XgpFcaq6LOnF5eVZ2V/Pv2b3VIKm2T31PTdBw0A73pBbs1b5X4afXtUqQMbtPmb8164sF1oajRhoTajOjxgYfxpYNWJfhyEQcG+asJr5m1DLnop/BcA/fPYwn/LsntNvMmllEcywymqaJ2z70tnjdh70uIiK+9PVfGr/9yN+O//2I/x2j8Sief9fzo4kjJzej80UT0cyP+WuDX4v/sf0/4oa4Ib5171vjZ7d/Nt7Qf0N86OxD4+9d/XtHHUAOI0pb2hcl4tce8Wvxtoe9LR4zeUx86bu+NF79Z14df3rjn8ZH7n1kfOZtn3ncP0FCpUT0Si9ufP+NcenRl9rFOSDM4BDZeYOshIT7EIMBdp4aUc0yoF33nh2aOv8s+se/Kz5+bZDhDJYx64kGbk67byaucDxeGe+BUBOAWcYKaABq1WOu4m8ZPXYmvvjYeNWSQfYD2ja+Dr3GZXRlFtVvYPva3CmlJr60fZmPrN2TmhjW61H/5ezV5mGBtaEgEqeTZGuZl0z0dKFCSv+pMV5WYsDbq9HiWmy+tju/9c547Pc8di5kIiKaiDI7Ocjf6m21maNe6cVWf74se2+6+AyoJnKBhVK8rcnRc7D6R9mlw36UydG5jwRRKeWE2Nre3p6X/pV5OR8yVoPZYL5Pry6w7vuQ++L/fPn/id3h7kJmi8v7ahG62j/td4itTMTqb4qBk+qKQHcJqK5tOIppcWXM+pMNxDULscq+GQ8kq1DLqKFdmrnn9+wju9rJdhc+G9UVTdOkzzrMjoFXXoWX2xqxOKe2lNIG7rjaQp8BqSJM7w+/z3wLo5lAzkTx59lDpXkuGV+n3p9MKGUCrrZP1s9Z8E/nmtlXbRYWWBsI/ufHxFdkOroGwpkjy4wo/ubBPS8tzvN5WGyxYc4ie7wfG6nhcLiwyhyMGp71dO8L711YaW5/fz8ODw9jPB7HlStX4vDwMC5duhQ79+zEbDaL//ZZ/y329/fjwuxCTIaT+IlP+Yk4PDyMq1evtqWIMJoHBwcxmUxiNpvF7mw3ptvT+O5z3x0RETuxE3fH3fHd57+7dQJYmQmOCu93d3fjQv9C7PX24uU3vTx6vV5c6F+Iex9+b/zi434xBoNBW/Y3Go3alQGHw2Fsb2/Hhf6F2N09FlhZBov7mvsvW8SDfyd8f9GvEdGuxsi/JxW+vD07S/4dLRNbfE+zdltgGbPeaGBIV7zNBvRsjzIbE5E/nFfRAFFXJoLbo6XtbTBPFjbSQCPbWrXVsKH4jku3+Rxs53X1Q22/BkxxPjwrix/3Ab+l/kR9dvawYu1T7UO9L7yt+i0OrMGvc39x0FjhlRIzocXVE9m1ZYFGvQ4O/nE/nybraNYDC6wNhY1DtmR3xEmnkxlz/V4FWOZIujJUvJ8KsGz5d45kYT6OPlCYH0AM4wvxERHts6Om02n7nlfcg7NhJ8WGXIVE5tBxPXxOFlpwliyMeA4WrwyIbZGp4vlY/F4FlkYLNcrGTkEFE66Br537p5Zl0nMp+tkq2+jntWMbY9YP/n89G6xn23cN6JftD1Gz6rZZpgbf6efq+yJOzkuqnaNWxs1tYH8FO52JMc0QYX5yRCzMF64JFD4e/G92b3R7tE3FJHyr9ht8T63sMhOlXX257H5m3yN4mLGKL7Kv2hwssDYUja5Mp9N21SCOGGXChz+rZZ3Y6GfCTCOCmRBjUQBxocaU/+ZV/7BQRUS04kjFEsTYwcFBTKfTmM1mrZhpmmZhyfbBYNBmsHBcZMI4Y5ZFTQGugYUVP7cK/yAmIbCwQiCyVlgZcDAYtM5vNBq1Imw0GrXHwflYbDEcjeOlfNGXvA3+RtQQTlAdNB+bFxRBv2RL5q7idLTtHJFd5iiNMdcnXQEWniujIiE7xmkGt7WBNPyIblsTUFlFBvtFfmQHYJHF84X5WFwZgmOruGCBBb/HtpIDl2yL2bayH9dnJeJaWGBl15tdu84D5qwU3vM5eVscX8vE+RjZfavdlwcijDTQpxkubp/F1WZhgbWBNE1zYtW10Wi0kOnJolC6VDeLKXwGY8yr0KlhrkWFsnJB7McZHRZpcDIRx6sfYXVBfj+bzdpM13Q6bY/PonI2m7UPLsa+cG7j8bg9DhwVSgSxLYQX2sav6B/0I4RRv99feDAw17WjHIMzWDy/ijNYEFj9fj9Go1H7OcQY9s0EDTtg7T98zsv2Yhv8RtShZe+3trba39cq0b+aYMocswWWMeuLLkTBgRv+nrfhfXRQq99pUHEZmb2pZa5YcGhFBt5nz0SczWYLc6zwj0UVAmzcFg2UsQDhZx/iPBq4zDJO6uOzbbgfdOyA83CwFHac/Sz8DFfU8PFwfbPZbKHSBPeQ9+Xt+f7ytfP9YJ+SkVVz6Od8jEw8ms3DAmvDySI/Wd10FrGqZZM0grfK4Dfbp+akeHs4CB7wtw7qfe+LJ77whfE73/ZtsX/jjQtij7fPygJh9GG0cS52BHBMEFz8lPvMYfHn+qwqLhGEM+K6d372FZyqbstlHDg2lwryUrvZ/Wfnzp+zMERfrHp/ufwjc2SZ4Mv+zjh36VL8jZtvjh979rPj3p2dpdsbY65fePGCWiBm2UC2FvyJyG3QaQM3teCh2koe9LN/izj5bCpuFwfK4BcUBMo0K5T1Gws2bqu2O6tCyWDhqEFT9rdaAqjVCPC9umgGRBdfE/cj+6fsfiz7u+vz2u8hC1bWvjebhQWWiYjjBQxgqNiYsKHNolP4nA0pnEYm1pia80E7OCPG5RDZedl5NE0TH/YjPxI3vPWt8ZE/9mPx9m/4htZws9FGmSCyYBr9w6tmxPCckP39/QUhxm1QIcrt5onD2XOruO84a8UOkUUTz8XizBYLM2QAFTiF6XTaZuk4SqzOjwcFTdO0wgu/I3Xi7Bxxb1R44XttV42maeKZ//N/xuPe9a74zP/1v+KVf/kvd/7OjDHXJ2wHdABdG/Sy39HBuYqwZXYmg4+fiToWSywAtES8lOPFj7A97GJWWsZl36hsYDsL/8RzgtFGfX4jt4/PzfZdr6f2Nz6rZbC4ioWvEUFL+GX1pVrCiP3G43E7DSCrOMH5Icozgcj+jP1bTWjzNXeVBS7Lhp1WtJvrFwusDYcNBRumbNKsRqc4CsbiikUWR78i8iVS+W8WF+xMWFho2SIP9Esp8XFPe1r0JpP2nDf93M/FTT/3czEbDOJXf+EX4uDgoBU4MMo7SQZE66i5XJAFFow71+Vr+/gziCPtVxZYDItLfY/9UB6IbByXC+JziC018HAKk8mkFUtwcHjPGS5uN0D2Dn2l11vr11WcjTqrf/Dt3x59Ksf81De9KT71TW+Kab8f/2Lp0Ywx1xs8gIXd1sGxktmfLpG1LDuhx2aRksH+r5TFB/bynFmsBssBQ7Z5GrTD8TA3l+3ybDaL/f399iHB3Ef4x/adr12DerpYVBfs7zgQyt9nQonnQ/M8Zvgc+Gn2d6gWQdk+yvrxj/tKA7LaJh7j1O459z+LX3ynY4RaFsvCavOwwNpwOLqnBv00+6vxWoVl2S09R0YWOfqDV70qHvO93xs3vOY1sTUex+FwGHc/61nxx1/7tScEXBat42PrOSCieJEHdhKa+dPyD868qQPmOVhaFqJOho+dORI+V9aPGq3rckRdv4dsEJO9r31fo+uc//6bvzme8fM/H0/6gz+IwcFBTPr9eNuTnhSv/szPjPg3/2bpsY0x1x+n8U/3xx+ddhDcle3I2qHZIS7pzoKH2XWyD+AFjNgHqABVH69iQrNZaBsLoprg07apvwOrVLLwuZYJpJpgqvWbsiw7d9qyPhZd+rkKWbM5WGBtIKWUdqU8zjYgC8MRLs1U8DEiTk56zQwfw+Vh2H+Z8UVZCBbm4H00AzebzaLZ3Y2HjUbRm0zicDCI3mQSB7u7MX3EI6I3mSw4ptpqQzUODg5iNBq10TJksDj6xtfOJRNstFkkZcvt6sRtbM8RPRVuuJ88aXg8HrcrJR4cHCw4UIZLSzhrxcfS7wDaguhyhpZo1BxkV5kF/r584UKMh8PoHx7GtN+P/uFhTEaj2Lvhhup9M8Zcn3ClAWcLOBDFg3JG/VBtIHwa7s+gHja3tnAR+yT1C1nAq5TSloLjM8104bzoJxVG7C8iFudPIROFfbIScG4PwIq8Wb9nfcZ2nrNqvBCJ9kvTNDGZTE74Ky7v1/Pxv6wKR+E26j3WwCv3Yea/usoFzXpjgbWBYKCeCayI4+XOQS1yWBNWy4wX78PGjmHDVEpZSP9z2V1tafGt970v/vTZz47bn/3s+NBf/MUYvu99bZ03HDY7EM06ReQPw0UJBtozHA5PiFJGxSCvfoXrrj0MmO8Nb5ut+sTiBPPK0BYWVhHHi3pon/McLHZYLCDxWhNY2T3W1+x3wVFDzhTqYAjnPnf5cvzWJ35i/O+nPCU+9a1vjQtXrlTFnTHm+gS2BXaAF93hhYp0H812LEMz+fyZfl87ZtdAGtfBq8Vi7i3KudXO48HxEYurI7Y+jkQQ+z4+TlZyyO3lvmX/w34SPgs+KXuAbxZc5PPUhFkWRGOy+VOoGuF/HAzMxOSy8ckyoZW1WcWUfs9zmYF91GZhgbWh8ARQLhvQVZaWRV4eSMpbo3J8Tjbo2eCdn9HEy4nj8zd9+7e313n5679+fn3JpGFuR5fhZZHEYkgNZiZCsQ0vg1/rCx0YZBkc9ImKEuzDKx/yMTXrp4MJXsiDBzRZNC6LEOI97lcmrviV91eHmMHX/5Nf8iUxmUyi1+vFL33BF8wHEtU9jTHXK1lmCnQF/e4Py8q47m+ZFwe/YB9hY7PHe6AagMVPxGLwE/Nl2ffxIkwcwMQx8aoLOeHcEGQRx74Yx9PqBd6ulhVkv677cb9kwJdpoBP9qItbqJ96IGQiu+v6jMmwwNpAWCAwMMowpBBhvJpc5uy6olbYT59lUYuo4fwalWMjyk6AS/N49SQWRtnT5yNiodQum+zK11Urkcgm7qrg4Pd8HfrcsSwbpefk6+djsyM+ODhYaJfCGSy+dnZSXHoxHo8XMlgsbnEO7r8s85Zdlx5Dv1OHiT7TcqFer9eWyhhj1gu2Ixro4ioHJfMvzDLRxvZolQAQ78/2CnYfD6VHedv+/v6JdmHffr/fZrjUzusD4OErtZJDS8iXtZ99JJcWaoZIRZ/a46yv+D5l2UUVg5kf5vuBec/o18lkstBWbofeZy471PZpu7lNWgaoQcbsPmZ9vGxKhFkfLLA2FJ07BeMUESeEjZacdUVtsixHlmnJ9uPyOTWSWLUP2TYYfy5fWyaw8B6ROl39UDNXHJXL2q/CrCaqMvhZJdxWzSrxPeD37Ag5EllKWaiBz+4HL++uk5n5XqB/sUoTf673V52S9gmTOePMWekAR528Rl6NMesHD8qzQXttQK+o7V5lew34ZDYts2XZADziuIoB82M5MAh7C4GFOVqZwGLfx2Kudj0sYPS9ihxGM13sZ3AMDnzxuTPbr3Oq+B8HQjMRkmWp+NzsI/TaWWzp+fm+6RgA23KZJN9jPZf+XvhzDRKY9ccCa0PJnASXhamTYJFVS/HrYJ63VefI++NVsxhs0DF5Fk6Oo2tcGoGFMADKKLAPnvXFAkvnNWWD9cxwIqOjDo6NqGbBsD0vOhERC84quy+8hH6WbWOBqlkpvb+8WmFtWV2NjGrUVK9N7y0fj/uCRWNXH3e918EDz8kzxqwXOhDnSgFGfQ5/ngWA9BxdZIPlmo3Sc7IP5b8hBrQ0O8sScZk5B78QUOR9aoP8TGDpd9o3LFrUr+vcYhWaWaAR22oVBldeaN/ytXA5JYscFlhKl+DLxHFNQK9K1/a1cZBZTyywNhAYNHUa+g+ZrOl0ulAPzoNcDOpLKW0mCX9ztIvPrefEcdQRoTwNUT48f4rhSa6TyeSEEOBoVcRiWSA/Y2s4HFbLA/lviDM4ATbsEE+aEcO27EiRFeLjafaKj51NYM6ilLyNOlqdHI3SOpQLYgJ2xMlJ1erwa5E4nZCsTlYzUXyt/Lvg9+xIs+gwor3GmPWCB+C6YENtEB5Rz1CtOpdLbQ5AoLEWCANsP7v8Cvst+NyIk8+T4pVoM79QExdsM7PFKVR08bOv9BiMZncy9LmZ2A9BT/YhtawWw34oK5PUfZYJGQ3qakCYj5/t2yXmMPbg/udxh9kMfKc3FBVZGgWCQeDFEjj6BGC41dhCYCHTlMHGB/vg84iIyWTSiqrJZBL7+/sn2sgCi0stMqPLGRUujxsMBjEajRauU/dhJ8QPYUTb0Q4IrNoqfSwGIbCywYDeDzgXnbTMWakuh8KlJbiGUubLBUNcYrlgOEHcu8z5aHYK1Jykij7+/XFpaO23kglxvZeODBqzfsAOsWipCSDAfkr9y7IMV83WAPaJaJ8Otjkglh2Pg0xcecGBQRZYtcwSMjrcTralsPkcAMy25cE/iw6+Fr5eDgwybPM1YKfZRxaO6gdrJYJaKq/n5j7LslGKBvO6vsc5cP7a8buOUwtMmvXEAmtDyZwTGwvNVvFgXgfcMOT8gEMVT13tYCeUZYWQRZtMJifKKPA5MkQ6V4ivi6+PI4TD4bCdt5QZVP4HIaJGkss1tOQQ18UZLLS1ZnDZgbBjZOfB/Vub78Tn19Wn+HpV7LBzXBb91ahhJrB4XxXiLORqx88EL9fT22kZs/6cJoiS2ZMPRhCmlsFBG3RulGbxdWEGFjY6txevtcxWxLEv0Gwb29lam9WWcyaGj13LMrHwyrJS3P5MNHb1qQrUrK91PLMsYMdo9UVX9qp2TG0X+o59lAOBm4MF1gaika2IxVI/ZIayRRfYOfDxeBCODA6XG2RZId0XwoyzPFevXm3LA69cudIKGZQO7u/vt5ktRAJxfRrpZCCwIiJGo1GMRqOFNnE7dWIsZ0wyY8wZLG4D5pFpm7JjaLSO28RRNNwnzjjxNWSCESV1pZTY2dlpJ1MPh8MYDAbR6/ViOBwuZLPwylHLzHnqHDHdVgcXuA60NRP9WkaCLCEirvhnjFkvWKBkWSb9OwsGZcJE/U4WaOz1emlZHZ9H7VvEyblWWdYK9h3+jOcW4XjwmexvOCPE15gFFPGMLA5W4rwI2vE1Z2IO7c+ElZbBq6jSubHYtlZtoPck+w7jlsynl1IWVtDV66kdU6+/Nj7hz7L3HGRVQQWfxYFLs/54VLKhdIkPFV488GWnofvzoJmzWV2oseJVAVEiCEG1v7/flguidPDKlSutwMLytxAzXFqXOWDMQxoOh22JIF8DG0muJ9fInBpyzo5pJoonJavo5D5VZ5JlqnBt3Ca+N3y9LFQGg0ErpA4PD2NnZ6eNeHJmC9vAOej9YrJBjGb+eDugv5EsCsnXzX+z43cGy5j1Re2YZoW6shUZHDR8oO3SrE+v1ztRqh6xWIaPBZu4SkOPy+3kTH82Z5evP/O5PK8Ztj4TliqwNLCXCSnej4NwmQjT82gf8b3k9mnwrSu7xKvsot/1vHxt3L+19uk5MoFe8118/GWVJma9sMDaQDJxxGDQ2zTz5WL5WR48ryozPFmJIH+ugqom7iAe4Hz4qe21uVkQY/xARH04IgtAiIbRaHRi9UHAhlEdCmeOcMyI4ywezoe+yNrB5+G+yhwPtssEFjvg7N5om/CZZuYi5pFPXoCDl+iv9ZH+08/RP2ibCq6a01EnxdeD41hcGbPeLPNZ2CZicZ4MZ4Ky42WoWKkN5PWYXQPnWpByFTjgBt8acTKL1ZWtwd/sz/Va2Cdm59dgYib02Jdkga8soMjn4fZoPy0TV3z8WgBUt83uo17zsvtU87naZ7rkvll/LLA2lFrEDO+RaYGAYKHD2RwAZ4bIHaJkONf29vbCUu9swCKODSPK6CCkUPa3v78fV69ejYODg9jb24vLly/H4eFhXL16Na5cuRJN08R4PF5YdZBX7ONyO5wP14CFHmrGWA01G29+YG+2sAVEXpdT0PvAEU/uG3WK2URf/lwzcCgLHI1GMZlMopQS+/v7MRqNWlE1Go3ae4QywWVlDaWUE3POtL+4hJF/G7XBgB4L+6lD1/MaY9YL2LRskQbehl/hj3S1utqgHahIUYGgWZSakOnK0GTVI7o9Z/bVV+JYGtzLBAW3bzgc1rr4xLY1X8WBsSywpf4zywRl18wsm9OWBR31NfPXeo3Zvll7snvJIl6zWXwc+EbcK5cHbhYWWBtK12CfjUg2sVSdjE7QPTw8bOu/+Ts2VFk2C58h66T/sgwWi6r9/f32PRbEwDa1FZQgsCA4UDrIqBHmSbyI+nHWhw0xxFVXv2dOiPtOI5XYhuvo+Zwscrl2XwUtP2wY4hfXr88k6Yq6qujhz/g9BNZsNlspK8boYCZznsaY9aWWvaplPLqO07VdJpI4M1Kbl1UbxNeyV11Ckc/L1R+Zja0JDLQ3E17LBvq1vq6t+qd+NbsW/MPCDxlZRUv2d00ERZwUgSqWa/dJqZ07227Zby5bst6sPxZYG07mDCIWywRhbDkzkmVP9DhcLoiIIs9xyoyNRvcgrPhVRReEjJbWLTN8GtnMHBU7FN4Hbeenz/P1LBNVfM5lhpzPzf2O68Z7vk98bLSZS2YQEWYxxXPEtD8zpwShVEPbwE6fP8sGBvg7E8V8b+y0jFl/2Lbpgg5qo3kfzSgsGwhjOyazLVnGo2bPM9Qe8ueZvayJKb6uLAjFJeDI9usCDKv0QbYtjpuJsS4hqfac/1bxpf4065/Mf7Cf1jJ49TG1dmdtzAK0tevCeXkRpppwNeuJBdYGwwIDZCu84T2WS9dBLV6RBcF+XCKIY3B2Jcs+qIjiZdpRPjiZTNqyP4gCbM/RQl2RTtEIHBvxUsrCSohqsDUSmGWZuB18XO5X7ksWSdm9YmeGTJWKXF4tCtmpUsrCaoO4Bi4x4TKGw8PDtmwwE1DLBi01p819xgJct2ERWAOZQz//ypj1RjPzupjS9vZ2RNQHyxHHJYNdZdddZIEfpmtBJ9g0LRVXAaXtrgX1NDCI82fbsp3EQJ9L1bIxwLI+0etn0at+j8cOLIz0XiwTpbxNFojDqy4Rr36ia84uZwxVxOn1LAPCCuOI7e3t9jesK0aa9cUCy1QdBl7hPFhA4Tt1VBxF09KILLOU1cbzP86c8cIVyN6okMr2x3k08plFoNAejj5phCyLmqpYUyfyQMkGD1p2wtcfcTyowHvdR/uSRV9XBDJDo6erXIcOGGqRYm2DDjYssIxZb3TQ3rVYUNcxIhYz6MvsVi0AxKXvq+7btY0KCN1GM1qA259VFHAWi8WVztnKWLZ4kAYO2b/omIK3eSDU+kmvW/ss+zuiO5uWVVmA2pw+bQNnz/i4ZjOwwNpQssi/zqVio4l9ptNpW1YWsViigaXZWWAgcrfMEcLoaAmgTm5WgRZxbOx47hTPAcOSuOygkZ0ppSy8HwwG7YOE9VlQXFahzk6zUyxcuK8ywYDv+PMso4b3GCBgURHuQy7LZOOOKBoW42Bnmw0EMnHM3/G18jbZsXQwUhNtmeDiJXdVnOGedEUljTHrBSoZIo7tfJaRWiUroqwaKILIWiYa2HZp8Cpr5zK72PUZH0MDjDg/3mclgrXFILI+zcQTv8/6UbNeNbpseZYpzKpM9BlcWbtXCR5m/g+oSOPzI1uY9Z0DgpuDBdYGwqJIDY8aICyFju23t7cXMiOZg9HIUr/fbwf37JggiHgArkuyZ+V/2JaFHF71IYP8XC0cPyJOlEuowOIH77IIw/Wt4thwPi6PQL/V5q/x9Wl5Bfofz/rC4hQqhtBnWqaABwrzyoAsjtUZcPawlhlEm/FZLROVicdMRGZOkUUWO1D8s8AyZn1R/3J4eBj7+/vRNE3rj2pZ8NpgtiuTsaowW8XmsE3r9/sLFSEgm79UEz7L2sN2FT4Ax0OZOLbl92p/a6KJM4cc0NNtlSy4lvmAVfsyE4AsrPT3kAUAa8IpCyh2jXG0fTzvCm3Iqk3M+mOBtaFkjiUD36tBVUPJn7Ho6lp4IhNMmUjpiiLhWnBOLR/TZz+xAMODdFlgIdOjwhCv2Jf7EO3XBSdwDZmY4kmvfIzs2llI4TxN07TRW7SFRQ7ayUafl4rlmvTMOfL907Zxe1eNxmUOtkbmpLsGSo4IGrMZqA3UgSvbr1UG7Pfn/Lz/qmIM72FzuX2rPmew1oZaO9knY2VffLfqYF8zZatccw31KadBBXEtw1bL7NV+D8vEHV/rsnbzuWsCz2wWFlgbCDIyLAh0QQgevENU8Yp9XKYWkYsOXjSBHSIbHi7lw7GRgcmifQBRIhwDn3FGAyvjYcl2Pg9nQFRgIbuDDNbW1laMRqP2OVfqcNBHmonT98uiZ7xyH2fdkMlrmvny87h3eL6YCjNe5AJRNJQ8avkCR9rwnksmcZ/5nmeDmVqEjx19Tazx8bJoLAvUmgMzxqwnmahB4GoymcTe3l70er3Y3d1t7X9tMFzLOi3LZNUEBv7W/Xk7tmm8fSYCskxLDd2GF/Lg8yOoCL/AZfzwtxyIy9qsQVU+js7rZb+lAUPt25pQyj6r9Qm3mcviWcDynLPst6H+aJkYyn4bXEHDmTS+fu0Hs95YYG0gGFhHRFr+xZkfHhhje35oLJdssWNgQwZnyOUEWgpWE1jcZv2nmZjBYNBmpSAS9DlYeGUDCFGFfoGhhKja3t6O3d3dGI1G6ZwfXCsbUbDKykMwuFgtkR+QjFd8PhgM2md9qXDleV+IWHIZHe459xuLreFwGMPh8MTEXByzK9KqYin7XudiZdFnXWBDJ1LXfgvGmPUjy7bwvNr9/f3WhvED4/kZflyiHdGd9a5laFT0ZEGh7Fi1z1AhodfI/gI+pjYoz47PvoZtOPte+IdSSjunmgNWtX96Hi1n14CYbqO+UUXWMlteC6hlQTd+z3ONtQ3almX+ja9fz497yuOPiMXAqQXWZmGBtaFwVCpbESlzNIiQaXZJBZrux5krPla2X7YyoAKDyWIPZXwo5YPT5WyOGkV2LPwex2CDiWOz80ZbcD3ZohB8HcuEFo6FzBtEE7JUuIZM6MBhYiDAfcIZPY1U6pwmvNcooN7PLPpac461jFX2Ge4NR3n53tXaY4xZT5b9/40MDNtfHrQvsx/3l9MeSwWaZme4WoPFBNqfZX2WkdlYrQpR36GiKhM2Om7I5gt3ZYT078zXaLZRt8namx2HP+/6LWUZtlXg86lIXeXazfpigbWhaNaD/6fXBSw4+gJRg9XrMODHe50ki5UHdcU3zo5o9I7FhWY48NwTRMlYVA2Hw/aZKPhsNpu123OGiA0hhBREF9qKY3MmiAUIixYVWHxtGsXL7kVEtO3i9rGIRP/yc6RYkHLGEPcRAhH9h1d8hvlmW1tbbQRYBaeWXWTRTLRBt+EIqgpMvifcP5zJyhw9f5ZFRo0x60OXoDg4OIj9/f04PDxcKOnGqx5jWRZK/c1p24PveUXbLHiU2SwOgPF5YAdPa+c4sNjr9WIymbTHh6iCOI04WeaffZ4JLX2f+TsN4mYiiM+VlXLWBKr6Bc5cZefK2s7brSqAsB3OhwoaFVea4TObgwXWBqL/08PYRhwbGTgIGOCmadI5WLw/DDeMCGeZcBx9OKwa4GzyMsQUHGa/329LQUaj0cJ7ZJkgCnB+rtlnMRRxLDJ0AQhe5ILnMnEZIQs5Pmb2qvXvfC+4r1m0YtVA9DfOiX7RZ4LxPeQyFO5jUEo+5wzfqZCszV/AsbsiidlCHxBXmfNhZ4nz8lwBPbcxZv2oBXVgD1FOfnBwEKPRKMbjcWvPEGzjsmMckwe/KrD0/PhcM2NA92GbVRNs2dziVQbfWonRVXLHn/FKrPx+FWpCpusYXVkb3qeW/enyNVn7ugKBXceqieyua9H9cE6UqaKPsyods1lYYG0op/2fXaNpECwstPA9v4czw7Y6x6b2T4+lbeHJpLrcOj5nsYiMG68iqGUjXUZZs2zYflk/YpuaU9FjqPPSAQBnd7ifcD26HTJRGIwwWgbJmUVdZbDmUDNndNoI4Krba3v4fHZexmwm+P8fYisb9K8qJlZlFduv5629j1gsd6v5PB7Ud51bA3j6XXb+bFtsh23Vv/BjS07LafbJBGPmGx/oeXSfs/QpNYFp1hsLrA2kaZoYj8etUOhavIAnh/KDhDljwmUGEF+llLY0EMIEGSVEeXBMze5w6RuAQccrHOnOzk7s7Oy0JX2cscG1RkS78h7ax+fM5hvxSki9Xi/G43ErEjnbhc/Qxqyv8ariDJ/rpOBaRgfXwfdGz8PbIqoG8YUMJItIXuQCz8rSqByXTWZCqyZyVBhq5JgfKF0bfHA2k7NoiBL2er2F358xZn1h28SgOuHy5cutzdJqBs10rxLIO61YYxunx8jmVWk78JqV1MF3afuza8iOWcvE6ONFsmvVwJtmmTLfoO+BzmGuBe5U6Oh2fL6uMkY9f1d/6fZclcILf2Ur22J7/rzmx81mYIG1gTTNfLlvpityxisEwkDwwBhleBHH5RGa3cL+g8EgLVHQJcrRTm4TG1GUf4xGo1ZgQQhoNgyOiQUWr1KYORYVepPJJA4ODk483BYCjedj6XH4eDw/SgUHC6zawiMQkvibv1O4TXAKukIVPwwRD1nm9iHDpUvdKqusDoXfA5c18mIpKsL43qBskh0Z/ztNSYkx5vqjlrXAZ/BpKKuGvebyMbYnGbWBdu272uCZbWBt7qi2h22bCkK2pbjeWlA082c6nxmvakezMnJtO/sG/U4DcTynqiaQQM2O1wRTdrzsVd93ic3sfBqErfURjtF1b2rXY9YTC6wNhIVH1zYRi5mHzKnVImU88EW0Bw4Fn2uk7vx998Vzf+EX4kc+7/Pi0u5uNSvDUUkubWMjqJkSXTRBy+z02mFI9dp5sI+5ZSq2lGy1Jf5MBQdEZldGS/uFYaemQi5zlll2Sp1o7VzZtfL8A5w7E74qgruuCZ/zfWSyOV7GmPWB7UXtOwT7eH6qPtS9y451DY6X7bcKNR+alawva0+G9pH6Hv2ehRcCigC2Vu05t1P/6f567epLurI7tTFK5sOW7bdsvJOdo3YdgOdKZ5zmvpn1xAJrQ4EwqD3vCuKCMxwsXnixBhyLU+maeeJ//X5/QYDBMf6l1742PuLd747Pet3r4qf/4l9MB81oE7Iqo9EoRqNRRES7chSLFS6/izhZKohjsvBh56MORJ+9xf2DkpQa7PQBi1EWW5kYQ1/WIncsNLnED/cMAw0VUlx6qXPYalm5LIqMV36wsjoqfM/3B7+17Fzc77jvTdPEdDpt+wgrQxpj1gsWTnjgOj/Xim0pP9h2b29vIfsesRhw4uNHdGc79PMsk9UlHHg7DNbZz3BlBu+XPUdpWdYKwTn2Idnn/J3uj7awf1QhwQFI7i8O1mVzetU/4T7yarx87Wibiin1eV1Bucx/1cj8D15ZaCIAmgUf9T7xuGnZ+c16YYG1gcBAsDjA55lhwCCdjYlGCzUjwwKMDfFgMDgRXfun/+pfxTYNkD/9d34nPv13fiemW1vxd//m32w/R5QPy/CiXE6fW8XnVYOMtqB8BO3lLA8G6xqNyxwEL2eezQXivoWw4L7mMkR1enwMNu7Z5GJ2aiwAM9ESESe2wfF0cQsWxhnqWHSeGUc2cU/0Acnq2GvnQFv5nuE+Yal3Y8x6ATvBAqu2Hb7DaoLb29sxGo3aoB7P49SgIqgJsFrWRbfpyqDUhBz7ydq1dQks3oZ9Cs835sdhqN3tEo3w8UrmW9jnstjia9NFlXh7tulZBoxfa/OuuK9rYlnpui/ZOdDH7Duze177rZjNwAJrg9FSAvzdZWBqRoINNYsVNnZalgfn9s/+9t+Oz3/Na+Lj/viPY3BwEJN+P978hCfEzZ/2aQvt0IG/1tfj78zA1qJcOg+r5nTYiWo9NoRJ5iD5b55zpBkfFVgqnjjSx5k/vg7NHGpb2CEtizLqd8vIIqF8LF7MJIuuKjxQWTaBednAwxhz/YLBLBYaQva65oe4GoADgDxgZxuHc+BzPlaG+sBVbWTXMTKB09UGhm0uV0iwuFL7vKxt2fvauU+7TeZr+fMuH9rVVj1nLWh3f4VONlaqtanr3prNwQJrg+ESOC6nw4AYsEjZ3t5e2FazPuzEdEEHzFmaTCZtOVrTNHHPzk7sDwbRPziI6dZW9A8OYm97O+7d2YlC86fQJn4g7nA4bJ+DxQIL1wdBg+ySCh6N+NUW22D4bx78czme9h33VZfTY0evC03gPrHI4lK+mnOqzVWLOI4mYluODvK2PB+t5lQ50qwCC9tzJJr7UvsM/3DdaGutT2uT1o0x1y+z2Sz29/fj6tWrcenSpfZhuVmwj23JdDpt7Rb8A0qM2a7iHDiWBsmWZZ4y39CV1eFjsIjCP13cIiJ/9lWX39LPOYBXy6ro9a0SnOy6Zr4utLnLZ9SCgVmbuF38XVfgV//OBGztGvm3wX2q1SbaT1k1itksLLA2FBhFpOLZgNcyWbxQQVdEKssE8fwbvPIxzl+5Erd87MfGa5/85Hj67/5uXLx69USbdfEGfkguiwgVMBAitUG4ip7anKiI7kwfr9jHhjxzyIeHh/Gw/f341je/Of7ZJ35i3D0ctsfnNrMDVIfCTiUTKtw2FVpaAqjb12rbMyet3+scLAx08I9LSjNY5GXt0n2dwTJmfZnNZjGZTGJvb68t/UOJeMTJSgMeBE+n0/ZxIZr1rwUDs2xW9t0ycaXZMT4mts3stp4nE2O6+JEKAGzLGa1ldjITGDVbvCp6b3A8nhutPrMLbY/64Ox8KqpWyWDxPuyz8V3ND2b33GwuFlgbDhtkdjK6DdBIUlc2gQ07onjIXmhW4gc/7/Pa7X/qGc/AAdvtNGvDddy6Ch63k99rzXev1zsh9DKhxX2jTosn5apIxblr/f6lb397PPnuu+M5b397vOSjP/qEsWZngnIXFa5ZdFT3z/pDM1RdEcou1Nlwn2FAw6JXHU8tqlmLGOugQvvDGLM+zGaz2Nvbi/39/VZgDYfD2N7ermYjagGz7LEQ2F+FUU1kMTpQP40NzcSb2rFapgZ2u2bv0H5sxwEvkGWduvzFsmvR8UDNH7M/X1b6je8yMXUaatmqWuaN0Xuiwrar/Q78GQusDUbL1OBU8Cwk/TziOFPT6/UWSuJ0ZT7si/NEnFxNcHiUtemCjRfahQfibm1txXA4jMFgsLAPZ3w4Q9M0x2WGWE2Q24n3uGasXKUCQksLcW01I4u+QVt+5ZZbYkjn/MJ3vzu+8N3vjnGvF5/9F/5CezyIE41Mcr+gz9EeXjGL24V/vBof95H2Q0Y2gMHfWb1/LUoJJ6VtyzKDuFZuA2fDltXDG2OuXw4ODuIDH/hA3HffffGBD3wgxuNx3HDDDTEYDNqHogO2A6jMKGX+fCzYOCz0wEG5iGN7q3a0lqGIWLRrGbBxWRBLbZ7aVJ6zCl+rdlXJBBnOzX6o65qy4Jb6tkxYZhURWTBWKyh0lWK9Hg0Cals0S5XtX6P22+FrxD9kQ1Wo81iDxz+145nNwgJrw+FBcS0TwJEaRMS6SrXYOOFzGB/MwYHTyFbEU0cBoYF//OBbLaXD9XRlrziCmRnhLBujWSs2tGxk+RpUcKD9f+0pT4mvu+22eObdd8doNov9Xi9+/WEPix94whNOlKDgPPwsFzjdZZmbmqPU99xXy46Z3V92Nlp3ziJR9+P7w/eanbyWXGSZq672GmOuX5qmif39/fbfeDyOnZ2d9rvMdkcsZrphQ/GPxUo2AGdblGU/Hghdi2roubE923utuKgN3Nnm6ra8j9pe9b3aruzvLFPF7zMfXDuPwgHAriDmsuPUroP37/J5EZGKq2U4+LfZWGBtOFkGgB0SDLsaJp4orJEgvKrggsjizAZnt2pGEkYWWRcVWGrUcTzNAnFJIZfWsRHPzq19o1m97Fp0e+6f9/b7cXlrKwazWYxLicFsFle2tuK9W1vRb5oFJ6zZJTjNbC5YJqBYgGqUUZ0dX1fN4WjmSu91rTyUo6f8u6kJLI3m8lLBKoBP42CNMdcPh4eHcfny5djf3z+x9DioDdZrAosX2FGhwYGgmpBRu5gFBzN/VhOD2bXoNvBlnNnC+65nVPF14u9amXbm4/HaNQdL7bmW9OF7HTOw/9HnZ2Xl/ErN7p/WF+j9Vh/EVSsa3KsF/LQdFlmbiQXWhsLZBDX0eNYIixkevPNy4Jq54WPyAyGxPxwcIokwnLWH9OKzra2t9nlXKA/huVi8L2fXOOqk2S7OQOkqiGgzO/TM2GblarXrYCP7sPE4fuZRj4pXPvrR8Vfe85545GSysH1m4NnJ8LwsdfCc2UP/8AOStd80asqDEkYdc3Z9NZFVSmlX9uJzq8DDefCes5zc7/gdrTJXwhhzfXJ4eBgf+MAHYjKZtA8U7xqswp6x7cQzD7GCLb6Dz1EBkR1fg1BdGTDYW2xf8wk1gcX+KWLx+VAskvQ9/DIqRDQzw/aVr7fL77JgrMF+lfdXoZQ9vJ6fI5n5BWyf9R0H4Lgt3G69T7XfDvc7tsM90H8acNWgp/ahii+Lrc3BAstERD4PCYIoQwfHEceGngfbOB6MOgwSskjqBGqwkdY6bnYGMHQRi8+P0kycfqbHqRnK7JWvX89Ru5ZvesIT2u+/53GPi4iIrUrGSN+vYqCza+J/y0oEa9REVjZAUUekpSH8r+va2Mnz7zGLGhpj1ofZbBbj8bid/5JlCbrsLYsKFlwouebj6DG6hEdXsKm2r7ZrmZCrHQ92FP5WS7BhJ/k7PUaX8NPPWBDV2pwJMvU32WfqB2p+itv9wUB9oGax9JWpZbEc9DMWWKaFHRiML2d4sigVv89K49iI84Mf8TfXlNfEjp6PhVa2GhGyJCgF4QhX7WnxbEDxHtEzFYLol8yJ1SKb7DBwDXqNmSPK3uu1s/jM/nE2C32jJXpoe+YsavXmfK2cMawNPmqDCo0adpEJeL4GY8z60DTzOVgRi6Voug2/8udaBYAVbLlUkO0hzpPZGD6H+rqs3Wrz2U7yMRltA97zedmv6jl0O16xF3D5fO3cuv0ygZX5E84McrVKrURQ/ZkeT1G/v+w6utBgsM6x5uAx78PfcTYr69uurKdZTyywNhTNHsBQ8HOqer1eu2IfG0c+Br/yexyDM0hwbDBGbFDViKnYiIi2jCATEfgex4aYQBv4u6y8Qp0fjgERiOM3zfwhlk3TtN/rHCPt56wmPatr15IKFVQsovQ9PxMMqwRyKaB+xqUZ3BfqULLIHO4vR0ZxLVxGwfdS57xlDptFauY0aw4um+9gjLn+mc1mcfXq1dja2orRaJRWLnTBfq2U0oqqXq/X2nENUmG/Wjki+82IY5+YZddha3Et+oxAvFdYSKmAxL78aBAt+csG+zVby/upcOzqa26PBjHRJvbl/NB49fFaxp7ZdA3+cpt122x80wUfm31YFlzs9XoL8/h4jJEJMbShS6Sa9cQCy7Sw0eX397cUizNfmg1RY8ODdV2illGnpAZb/6mR50gfi0Yut2AxxtugTZyF0+jeshKWbO4RUHHFgiQTJ3qNWjqp/cJCTfsocwx6L/Vv/kyzUDWH0pXFWjXClx3XAsuY9QNZGAzauWLhNMfI/nHFQoYGc7JBPH/PlQy6nQbwdP9Vzo/PavaaF29CezQQpqJQbWgtqJWJHfXBWckf+08VgbpPtr+ek68j67/M7+l11sh+F9x/2of6fe3e635mc7DA2lA4FT6bzWI6nbaLT2SRM41+aZmClijAMWI7jkxpxgzH5O+5jCGLwnF71EhHHJckcHQJ3/GiEezAtQ39fr+9VpQc8uIKHL3CczKyaBcbWY3uMfheHQ6X93HWajAYLCz8kWWwtre328+QiWRnx+Isi3jybwRtzBx/bQDT5WDUmXFJJ9qowkv/Zb8HY8z6gP+3uXqhJk74c7ZnWiKIB97DN8COso3GM7P0eJn9yyo8eBsVNrwPH59hf6UVBfBnyI5pAFFFlgqFGvc3g5Vtx33JlSYa9GMfp9UefB4dY/B5usQv/taxBMPVG+yXNIupwVT8RtD3eDYb+6cuQWjWGwusDYQdDpwOVljiQTEG3eqo2AhlBjFicVIxG21+npM+YV4Ncq3tKgCzDA2OwQ6HB+38EOGDg4PY3t5eKFuMOC53m83mK05BWPFqVhAFNYFVi+Jl0TVdrZGdJjsivB8OhwsCC9/x++FweEJgZQIFEVZuFzsZnpPG94F/T1n0j+8vzq0iHPtw2UVWIoM+UodncWXM+tPv91t7VwtQZQNZzuqwz5lMJm3gigNReKA9l33zv0zgsVhQMcNlfGwLAYsmrfDQCgmcS7/j9rDt5CAnH7uW/al9nmXnuD1Zn3D7agKLA4dcQpgFzpYJPd4uo/b7QP9wsDSbj62iD+MbiPZ+vx+7u7sLfcb76/0z648F1gaTZR3UCGSD3Nq+2fHZuLCz4ve8fUS0Do4/4/erlHagjI8zYfgO50bWig0/sj6cseE67CyipUKD+0/Fkr7qsWolfCwUtW5dRZjup/8yR5XdX/27KxKX3Sf+u/Zb6RJmq2KBZcxmwAGr2vcZNV/Hc21g6+9vu9Tm19qj39XsV01AwQ6z6NHME+By9swn4fxd7dXMHmCfmgVa+fNa2Tr7w0zErML9FS/st5f902Pz51wNk4m97N6ZzcACawNhkYEMApcGZoZEVxGsrQDI+2nGg4/HTk3R+U0q9vQ4fF1s6LnsD9Gm7e3t9npw7bxiEAssnuw6Ho8XIlb8HteCY/D18vXpalX6fSau9HMWU8hKIQKLEgtkqra3txcyWHjuC5+Ty/+yv7XPs98QC0uO/nVty9lTjhxi4KDnr4kvLWE0xqwXsOU6h7Rrewa2pZTjx47w4kWo3oBtZr/Gc2/ZXy0bJLMNq4mPLlHDbVd7iO25OoSrA9g3w1dwZkbnQq0qDLuuNRO9NYHFPi579pUGYHlcUuv/LmFd+4z9hmat+J5DQGWBSfx2IiKGw2Hs7u4uPHuS290VoDTriQXWhgORlYkVfM8RGv4MDzSMWMysqCHRQTpntbLnbHFJhxonHlCzEdZoGF+f1qFzSRpfS9Mcz7Ximv2madoSwYhYEAUstvj6dGIsDxKWOTV2RHjlftCyFtTia4lgv99vBRaEY+Yg0Od4VYGE6+pyYlpOmP2WMpGFckvuM2QweSDBkT91vBZYxqwvvFpsNk8nszURJ+fs6IBaBRb8Fz+AuIaek/9etUpg1WwGbD6uQe1pxHF5udpB7iPuD+wHIaD7ZO3na8iCgNk2tQwWXrOy+CwAuKwt+nkt26R+g0v8uZpC52CxMGVfOZ1O28cI4GHYs9ms9cHsE83mYYG1gfCAeFlplooZ7I/vWPis4jDU0C2LCNbaVstgZRE4Td/3er12YQttD/pDSy7QVi7JYEPLx4d44HZF1DNYWfkE78dObNmS7ZzlWqU0sEs01X4T2f46SbgWOcz+qajLMlZ4Hd19dzz9+78//ttXfEVcpfl8qwxUjDHXL6tmWHRwDTgIpvZebZGKla7sCWdclrUrE1l6XPUPuj3aVvuuyw/qfCLeXoVR1o98nSp0tV014aS+rkvQ3R9WGVN0vWoVCt7r/VUBz4uosD/T/jWbgwXWBjKbzWJvby+m02kbcWGxoEYXxgKr03E5nBpeLrNQo6RZMTU8+BwZM2SKYLA02sSGjMWTGuvMkA4Gg4XSNM5I8eIXeM8LW6DPOMKFvuPrYDSDxWUVtcwVizl8xxE/RHQjos1m8cqBeK99wvPSdNVI/OOsEkd7OdrJ4goLfGTZL1wvRw3Rv5PJZOFhmHqv8TtA+598883xIX/4h/G0V786funZz174jRpj1gu2ldnAX7fN3rOPYvHE5YIIuMEmZTYaAbmuQFGXANHP1N6zXdZr5Lm9LLLwOS/gBPuv+2e2ma+Rv+PMFttXLX3MfDvfg1p5JJ8ju5/cJu5T9jmZYNF2ZOKJfbc+74q343vLY5qIebAUYwH8rsbjcVy6dKkdJ41GowW/reMFs/5YYG0gTdPE/v5+KyCyMj2Gn2XFg24YCgyAebGIruwSG81atGg2my2ckw0h/oZh46gcOytGRQvOkwksFlI8NwvnwgOGNcvC17J7773x117xinjFX//rceXChYiIBYHFqypxH2WTlbOIY0QsrKiF7BjmYOE8EGDcBzpwqA0Y1PmooOZ+7PodaXkpyioPDg5akc/9gfOjBLXX68VX/J2/E31aNvnjbrklPu6WW+Kg34/v+vZvt8AyZk3JsvungW0P7AR8H44LO8nlgijF1uyLZrv4uCqAIvJMTleWKcuc4L1mqfgf23fep2nmFRmZfebj8XXAn2gbMrHI/cL93TU3C68ssHS8oH3DgTrePsuMqW9WgcX/+F5iGx2/4BgYd+D3wj58Op3G5cuXYzAYxPnz50+I0prINeuLBdYGkmVYQC1CmBksCBuNgOm2EXlEMStzUOel83J02+wzjQzyOTQqp+3Sa+DjZPOLWFTh2LPZLJ75m78ZH/7Od8azfvM349Vf+IXtNXD2KYtwZiUI+hkfQwWblhFin2X3VP/pNlyDnjmtrN802ohjZOdSocqR5tlsFj/9z/95PO2nfzoe93/+T/Qnk5hub8cffuzHxq997ucutMUYs150CZKIk3NulokwtW8RcWJwrYPs+yvsWDxoO/VvbT8HIjMfkYm1rrbWMkVZVkp9hu6b3Q9ta1Z+qO3m/bro6iclE0b8mpWKnha+RszbxrhqMpksVOIgQNvVZrOeWGBtKJyBqQ30s3Q7lwci84DtuOwPWYqIk8/yUIPHx0YqHiCSlmVTNDrGTqxWVpKJvlrZAGew+JU/1/N/7Td+Y/SPIqP/f/b+PV7W9SoLRJ+3Zl3mZe21VnZ2TAO5gBBCMCQRknC/GTiCEqCBNkDUpBtoBFs9Kt2HI6JgH1EUoW1F7YN4AcQY06LhQBAhJNwhgUC4JCH3BMiFvbP3Wmve6jLrO3/UfL751DPH+1WttVdIdtV4fr+5quqr93tvX60x3meM8Y4XAJ75qlfhma96FWb9Pv7Fd33XUohgTUnV5t+/1z1d+t43DkdzFIVGKLHVeVDvHgmcPkfNyKieTbVQajINKpzpdNpuDNYN7L1eD+PxeMlrONnbw3g4xM50itlggP5shslohMMrV3B2crLSC5tIJB65cDleI1l63cPdWY6vlFUqTzUcWdtUuecyzvvBtoHlvboe9hb1OzJE1giUGjdrsl5fNZrB6/J7PKKgq0/eduTBUl0ZPUefj6iPtfZ4rctY6MY7Pkc9e7FmIPa6VYcPh0Ps7e1hNpthPB7j1q1b6Pf7ODw8xP7+PgaDAfb29lrddqeELvHIRBKsLUTkweqyEPIeXZCfnZ3h0ZMJvvNd78L/64lPxEO7u0v1qveJ9/N6RIx0oa9p2rW+yDJV87y4cnTviytdbVs9KGqZ0nBE9sv79KJv+zZ84ktegg//tV/D4NzT8tY//sfxS1/2Zdjb26uG6Sn4Hfuvc7kOwaptUKby0j1OTqz8Wahll4TH559zo3MFXMSd65lk7DsJnO5toyJTwqZGgN0bN/C6z/xM/PanfRqe9FM/hf2HHlr6/SQSic1DF7mKPENKahzqGee+KydXlL2619fbjfqofdL3kaFsFZFQecgxdbUbkQ5vc1XfVYdqhEVUnxO+KLRd94XpmGqEzOvVa9E4ar8H91D5d6rvalsUIp3CezVCRDP1jsdjjMfjNrMgj3bZ3d29dEZlYjuQBGtL0RUfDlwWmsBlQvN199+PZ56c4C+89734e49/fLt4V88Q24i8VgTb8sW7Exp/7+Fm2kevn4gsfjVypn3RjdHetpabPPrRmO3voy+elrP9fUzuvfeSZ8lPttf21fvjBMvDDCnoPSTQLXA+1miunGDVLHs1chv19ezsrE2Oor8zVXb+LHhNFd2PfvVXt2eU/e6Xfdni/JH0XCUSW4GaMc1xO8YW10u+QOf+49q+HOAy2Yhkpsoyyj8nWU6qvG4vp9/f6cK9Rmhq9a1DjHzdUCOSUd215xqRVP9c022RngYuh7br9+v8hqjfdK9eG3ExmbTnY3m00DqkN7EZSIK1hXBBr4t2X9zrPfRC/PSrXoWRCInnve99eN773odxKXj2x30cACx5SQgNs4iEOAmHe4s8bKyU0h4YTE+HCrcui5eOy62iHCPvdS+KCk89YJjzw9crR0d40+d8Dt78nOfgj/7ET+DgoYda75V7nLRvDpZ1r1C0B8sJoz43Po8agfUEIl3vda5Yn3qh6JVim+qJIxhqyI3mer4YszMRnjFSPagcRyqsRGIzocYuyo0uAxp1S1d0gMpJlYFuXNQIApWvLgv5qm1F8lJlJuW/60L/7ISN/a61vS7JqpXTun2/sq4RVBbrXHWR0Mhg633ROroMhO59ioiSfs/3fqCw67banPj3uud5MBjg7OwMN2/ebNcFx8fHePDBB7G7u4u9vT3s7++3z9aTWyU2F0mwthQM+QIuBLQKyogAUSB9wcd+LP7yO96Bzzk8xF7T4KQU/OTVq/iHj31sK8h0D5Z6MFYpR75SGOn+H00FznAOFf5qKYrgZFKVMN9rGJwKdh0LhWTk7QGAV33jN7ZtvvYjPxLz+RwDmV8K5VqKWu9T0zRt/LyStCgTIfvoc6pjiBSLKhwdj1tuI7LjRMyJ9Xx+kXlRFbQeERDNo/4OOCfaf0WSrERiM0F5AcTRBqv+73d5ZFTOUeaqEYdhhLVwMicHWmckz7TPEYFQRAZAH5eOz/vTBSU7Llej/bvRfmaVwTp3EWoGwGg8Xje/69IRXqd+H0Vk8K+mK7v6qmslAEu6jWuQ8XiMk5MTNM3FsS4+D4nNR/2o8kSigvsHAxzu7GDUNDgtBaOmwWGvhweCTH/vb+TCOpFIJLYDKe8TicQjBSUF1vahlPIHAN7+cOp4EvCRU2D6B8AfPAZ4zAAYvBF4813qYiJxp3hi0zSP+UB3IpFIPHzcDV2VSHyQInXVhiMJViKRSCQSiUQikUjcJWSIYCKRSCQSiUQikUjcJSTBSiQSiUQikUgkEom7hCRYiUQikUgkEolEInGXkAQrkUgkEolEIpFIJO4SkmAlEolEIpFIJBKJxF1CEqxEIpFIJBKJRCKRuEtIgpVIJBKJRCKRSCQSdwlJsBKJRCKRSCQSiUTiLiEJViKRSCQSiUQikUjcJSTBSiQSiUQikUgkEom7hCRYiUQikUgkEolEInGXkAQrkUgkEolEIpFIJO4SkmAlEolEIpFIJBKJxF1CEqxEIpFIJBKJDxKUUv5GKeVf3u2ya9TVlFI+qvLdy0opL7gb7SQS24AkWImtQinlbaWUSSnlPrv+mnPl8uHnnx9XSvm/Syn3l1JulFJ+s5TywvPvPvy87KH9PW/NPoxKKf+qlHKzlPLuUspf6yj71FLKfz3vRxPU872llLeXUm6VUn6tlPL5tzsniUQikXj/oJTywlLKb5RSjs/l/T8vpVzvuqdpmm9rmuar16n/dso+HDRN8/lN0/zb93c7icSmIAlWYhvxVgBfwQ+llI8DsG9lvh/AOwE8EcCjAfw5AO+xMtebprkif/9hzfa/BcCTzuv+bAD/Wynl8yplpwBeDOCrgu/65338TADXAPxNAC8mSUwkEonEBw6llL8O4NsB/K9YyOhPwkLu/7dSyrByT/8Pr4eJROL9hSRYiW3E9wP48/L5BQC+z8o8C8C/aZrmqGmaWdM0r2ma5mV3qf0XAPjfm6Z5sGma1wH4HgAvjAo2TfOGpmm+F8BvBd8dNU3zLU3TvK1pmnnTNP8/LMjjJ9ylfiYSiUTiDlBKuQrgWwH8paZpfqxpmmnTNG8D8GcAfDiAP3te7ltKKS8ppfxAKeUmgBeeX/sBqevPn0cqPFBK+ebzSIzPkft/4Pw9oyteUEp5x3nkwzdJPc8upfxCKeWhUsq7Sin/tEb0gvG8opTy1efvX1hK+blSyned1/WWUsqnnF9/ZynlvRpOWEr50+dRIjfPv/8Wq7trfL1SyjeWUt58/v2LSyn33vYDSST+kJEEK7GN+EUAV0spTyml7AD4cgA/EJT57lLKl5dSnnA7lZdSvrKU8trKd48C8CEAfl0u/zqAP3Y7bVTqfiyAj0ZAxhKJRCLxh4pPAbAL4D/pxaZpDgH8KIDPlctfBOAlAK4D+HdavpTysQD+GYDnY6E7rgH4sBVtfxqAJwN4DoC/VUp5yvn1MwB/FcB9AD75/Puvv71htfhEAK/FIsLjBwG8CAvD5EdhQR7/aSnlynnZIyyMmtcB/GkAX1dK+eI1x/eXAHwxFpEaHwrgQQDffYd9TiT+0JAEK7GtoBfrcwG8DsDv2ff/A4CfAfDNAN56vr/pWVbm/nPrHf+eAgBN0/xg0zRPq7RLhXNDrt0AcM/DGAtKKQMsFPO/bZrm9Q+nrkQikUg8bNwH4P6maWbBd+86/574haZp/vN5JMKJlf0yAD/cNM3PNk0zAfC3ADToxrc2TXPSNM2vY2HAezoANE3zK03T/OJ5VMbbAPxfWBCXO8Fbm6b5103TnAH4DwAeD+DvNE0zbprmxwFMsCBbaJrmFU3T/Mb5+F4L4N9Lu6vG9xcAfFPTNL/bNM0YixD7L8tQysQHO/IHmthWfD+AnwbwEbgcHoimaR4E8I0AvvE8IcZ3APjPpZTHSbH7KsqzC4fnr1cBnMr7W7dZT4tSSg+L8UwA/C93Wk8ikUgk7hruB3BfKaUf6IkPOf+eeGdHPR+q3zdNc1xKeWBF2++W98c4N+yVUj4awHcCeCYW+477AH5lRV016J7kk/O++TW2+4kA/j6ApwIYAhgB+I/n5VaN74kAfqiUMpdrZwAei8uG0UTigwbpwUpsJZqmeTsW+5X+FCyEIyh7PxYE60MBPKzY73Pi9i6cWxTP8XTcYVhfKaUA+F4slM2XNk0zfTj9SyQSicRdwS8AGAP4Er14Hjb3+QB+Ui53eaTeBaA17JVS9rAIy7sT/HMArwfwpKZprgL4GwDKHdZ1O/hBAC8F8Pimaa4B+BfS7qrxvRPA5zdNc13+dpumSXKV+KBGEqzENuOrAPyJpmmO/ItSyrefp0jvl1LuAfB1AN7UNM0qy+E6+D4Af7OU8qhSyscA+BoA/yYqWBbYxcLqh1LKbillJEX+OYCnAHhuEFqSSCQSiQ8Amqa5gUWSi39SSvm8UsrgPMPriwH8LhZRB+vgJQCee55EYohFiNydkqJ7ANwEcHiue77uDuu5k3bf1zTNaSnl2QC+Ur5bNb5/AeDvllKeCACllMeUUr7oD6nficQdIwlWYmvRNM2bm6Z5deXrfQA/BOAhAG/BIkzhC63MQ2X5HKy/BgCllOeXUro8Un8bwJsBvB3AKwH8w6Zpfuz83iec18XEGk/EItSC9Z0AeMN52ScC+FoAzwDwbunH89ebgUQikUi8v9A0zT/Awkv0HVgQm1/CwiPznPP9ROvU8VtYJHp4ERbenkMA78XCO3a7+AYsyM0tLLLXrnu0yMPF1wP4O6WUW1jssXoxv1hjfP8YC+/Xj5/f/4tYJNhIJD6oUZpm1V7JRCKRSCQSicQHGuchhg9hEeb31g9wd+46Nn18ie1BerASiUQikUgkPkhRSnluKWW/lHKAhTfsNwC87QPbq7uHTR9fYjuRBCuRSCQSiUTigxdfBOD3z/+eBODLm80KP9r08SW2EBkimEgkEolEIpFIJBJ3CenBSiQSiUQikUgkEom7hDxoeAuxt7fXXLt2DQCwOEZpAXoz+crv/NXRNM2le5umwXw+D8v651q9XW3+YWAd766X8f7q93c6loc7B9H96157OG15fV1tllIu/el1AJjP5+1vjb8vfQ8A733ve+9vmuYxD3sgiUTiA46Dg4PmUY96FIALWdHr9dDr9aqyYj6fYzKZYDZbnO0b6bOabC+loNdb2J1d3kT3dOnEruv6faQT12ljnfbWgc/P7da/rt74YIiWcv3EZ63gs+b3pRTs7Oxgd3cXOzs7mM/n7W9D3/NeADg7O2t1El+9zIMPPpi6asORBGsLce3aNTz/+c/Hzs4O+v3FT2A+n2M6XZxRqwK33+9jZ2cHANDv91uBxDLz+Ryz2awVNNPptL02Ho8vKShdDFMwqdBTxck+8PVOCcA6irGm+FSxrkMYHw7B8rFH90Vz0wVVIrpA0Xr4fPVa1wIk6p/2ifVxIVQbmy6UBoNBq8D6/T6GwyF6vR76/X77Gz09PcV4PMZsNsPp6SlOT09xdnaGk5MTTCYTAMB3fdd3vX3lpCQSiUcEHvWoR+Ev/sW/2MqCXq+H0WiEg4MD7OzsYDAYtLKCsmM8HuOd73wn3vve9y7Jb5bp9XqXFsaUTcPhEKPR4phByhXqNepHxc7OzpLM9MU03/M7kj5dgJ+dnS3d73pG5eQ6hstIdvt9TiI5BzXcDsGKSIuTEOp9n7uIDEf6Tp9rpJO0PiVK+n4wGGA0Gl2qdzab4ezsDP1+H3t7e+j3+3j0ox+Nj/zIj8T169cxHo9xdHSE2WyG4+Nj3Lp1q32efD08PMTx8THm83mrs1g3+/2iF70oddWGIwlWAsDFQnw+n6+9cOdrjfz0ej2cnZ2tJAwsq/VFWOXtisp3fbeKTKyDu+H1UYW0jtfn4YJjj16jsrfTl9pYVhFD90pF4G+Uixr9vX4gPZ2JROL9C/8/XiMa6nXSe7WOLp2lcC9ZJCOjPmibqmcimRUZ9nq9Xnjd69bvta4uDx3rr9VXwzpz9XDr0HKRgbWrbFfd/n3NkBiROpJfEuzpdNpe4/P0tct8Pm8N0zQ48h4+/8R2IAlWooVayQj3gKxDANybQYGySvCvsqApGfDv7gSrwjTupF7vXzTmmoLrUibrKKdIWehChM9Xy1IhRP1aNf6ufrunKlJy2kbTNK0SqpEsWrHVCsnXfr//QRGCkkgk7i6iha+HX/E95YgTFr7qeyAOi+8yHlKed92n7ahcU3lVk1V6n3t5fD7cSNhluAIuIhW8vZr8rxEBJwmqV7xtH5fWG41rlS6MdEhNX/rz0/nXeXMDI9ctwAWxOj09xWQywWQyaZ8nx9Xv93F2doadnZ1W3w6HQ4zH49b7qaQ5jYHbg0xykQBQD8VbZUHScjVL0SpCUav/dqxSEWokaVXM+/sDqnzXKbfqmmPdMd1puTtFNN5oPF2hNXo9UpweAplIJDYLrjO6ZLuHdut9XufteFVq8PZqi/tIN64iB119XqUf7wSr5iQiq6v6vG7/uoit37NOO7ejN2uh/gzrPDs7a/805FTXOBqCqpEWEWlMXbUdSA/WloJCgELi7OzsUlz2wxHS6rniNSKq2z0atXJe5nawymO16p51cKcESdt7uCTLrZq87s/Dy0XhnAq1rmq5+XzeWuj4nuXcWtmlJHWhooQrisunAmuapmpBTSQSmwNd1Kt84P9/7l/iPpeaTIhC4d2THhlv1HNzO3qBcmpdnVojhg83yiLyoKgBtGu+9HvVKV0eudr1u4nb1a3AZY9bFHWi7zmO09NTHB0dtXuEqTOHw+HS72JnZwej0Qiz2WzpTyM0EtuBJFhbCrW88D0VlLqzHV37YyJ3vHshSOR88b9u/HjUj4icaV1dxMqvd1lIV3mfok3Ejq6+al9q1rzaWGrENBovFxCRYo2Ir/4+ODYubHTsavXjvfqc9TWCkitaCj2sRX+3DAtMgpVIbDZUVwHLSSJ4fTabYTKZtImWakY8JUtOGih7lGBFhqAaagYh1r3KeLaO5011ZlfYmevSKFScn7vGVfPCuA6v3dtVd618bUy1sk68u9qvecgioqW/t6OjIzRNg/39fezt7WEwGLRtKsHSBCpM9sUkTEwIltgOZIjglsKFpi5c/7DafH/Uf+34GN/4Yz+Gaycna99XC0sDloXnKqhX0PtVCwvoIhu3CyezHrri41RFoOTG743mJGojas/rXWds/r3O/95DD+Hzv/3bcXDrVvgbTiQSm48auYgMY9FCfJWsuF0ZtarMurLpTu65W1iX0Dycfv1hk4s79aBFa5XZbLZE3nUfsP4xTHBnZ6f9i9YFic1HerC2ECoUGCfsC+haCJgLHXoQ3BoYWQ+7FB/R5a5fB1/42tfio9/zHnzhr/86vu8TP7GzbM0DFLWpoW+306eusho2UpubSEHUCFPkLYrq9PmthXLqNU3lDuDS8/bYfLbvmZT8+5p1WFMXK57+0pfiv3vjG/Gsl70MP/mlX7qk0BKJxGbBjT4uczTxDVOg6/cKvcejKvSzRyLUSIFHXbhsvFMissozVJP/Os6of7Wx1PQ6UD82RbHKi0V0hVfqmLy+mi70vrjhTz/rs/EIj3UMoE3TtGn6mdrd9Q6vMckF1wyj0QjT6bQNFUxsD5JgbSnUukLootgzuSnBUKjna52QAaZu1/sjuNDvCl8AgP/r+78fQ6n3OW94A57zhjdgsrODr3n+8y/dX/PKsI9+jZ/XJVldCsnbXifEIro3ekbsv85Z9OzWVf76bKPr/p6EB7ictcp/I7UQjSgE5s+88IXoyzk0T/2Zn8FTf+ZnMOv38ff/9t8OM2QlEolHPqIoAuodnn2lHgV+HxkFKZ+iM5e4KI88Xio/3XumclZDymp7fbxdEh/XCTXZH+kLb2fVdYcSDb8vqmvd9oloT623v6qf+ny0rx6qzrnU34yfVxbps67x8Tyrs7MzzGazJQ+V9oOkazgctqSWBItrnzv1qiUeeUiz7xaiJqBcyLjl6AMlGFYpBgD43770S/ELH/ERGJ8vtMc7O/j5j/gIfMOXfMnKft9OCGCEyFvnnx+ONXOVQvIFiCoYTWesf54Vyf/4ndflll/9Xu/1xUDUxu38nv7Ld34n3vLJn4zZcAgAmA4GeMMzn4l/9c3ffMnKmkgkNg9KTPxPUfvOCdjtwL0vkRFIr/OeSA7eCVbd94ehmx9uGz5Pq/RApDv8OrCsv6M2at/dbt9dB3atB0j+PasggEuG7cTmIj1YW4hSFqeY93q99tX349RCtKJwglUeppqnqIYuZVSz3j24u4vjfh+DszNMdnYwODvDyWCAB0cjoGLRWxU6wetd6WjvZFHP+yMFoW1rH30TLe+LFI+G/UXPb1Xf3ELrBCb6rP3luSDz+XwpBFWtx7xvHUXXNA1Orl/HdHcXO9MpZoMB+rMZJru7OLl2DTunp+j3U5QlEpsKJ0rD4TD0IDDxTRQ2rPtkNOxdIyocaqTyc/rcU8Q/JsmgHK6FuK0a5yriUbuvq2xXKHVUthaGt27/Is9VTa+v45nz7JEs42QsIsSqS7sMcrU5Ypjf2dkZBoMBhsMhTk9PL3nLACwRq8Fg0Oqn0WgU1p3YTOSqZEvBk8b7/X6rcOh58EPzImuTkwTFutduB+tYuq6enOAnn/Qk/NSTnoTPfuMbcf34OAwF4GtUX6SUnZRFBFP7UcOq8EmFhyMqGXOvFNtetVdg1TVti38eeqN7sfy6hxNqHdquE1btjy9a9Lnv3ryJN3z2Z+P1n/EZ+Kif+insP/jgUthPIpHYLNAToHKCRIp/Wo4GHL5XeaJJCYDlkOoIuliv7e9RUAZFxMvr9XLrkqmIvHj/VxnVav1x/RSRvS6DKz/73KzrrfIwyVofgIsskm7s03r4WgvvZJkolDSaI+6f4u+LJN/HTCMjQ1cHg0H722DmwcR2IAnWFqKUgnsOD/HFL3oRfvQFL8DJtWut4qlZd1Z9JiI3fpf1ysv5+6hsDf/4Mz+zFXT/+pnPXFy0vVVqybpdi2J0fdU8PNywNe+jKiFXJKvqqCn0iDSrpU+/m81mS4sUv0fHrJZcJVusVxUk+9H1O3vlX/7L7bh/7iu+YrHp+GFuKE8kEh/c8P/fSqZqYYB+/U7ksZIr1WPRPpqaTqFM69ITt2MYIzwk/E6S/DihiuSvXl+lP7xf+p3PTUTkblfnK0HS9qO1h5ZTUhXVsYrsOslWA5/+zjyT4KrfQmLzkARrC1FKwWe88pV43Nvehk/5iZ/AK5/3vNZC4+GCXFTzvpp1xzeX6mce/BhZsviqYRrr7omKxqV9ctQUiKKWyGIdobiuZVLH76EM2k40D/Q0AstnwdQIahTSUSOXSob0+euipfZePVicv36/f2njtyoilvOkGPyuZlHUUB9+n1kEE4nNA70BDLmirBkOh0seLOBibwtDsih/KAPdO+/whTOzvs3n8zY8jASLulL7GRmbPD0330c6YlXf+FrTC+vKQPfqeMi2R3lwzKvqjMYVjTOqax2iWdPH2obrRC3PNmq/C+oqDzslWH46neL09LT1Rh0cHODs7Aynp6fteVf0XJVSsLe3157RlpkEtwtJsLYQj/3d38XTf/d3AQAf97M/i4/72Z/FrN/HP/tH/whNsxy/rsJ4Ha+VKqlViQ9UoKpVUAVwTRE4usL1XNndjgVpnbJq3Yte1yF+EfmrKaeIYEUE1UnXKk9X1CdgeT8Ywx6UZLli9pAelh0MBkvWUCVO6tnSea0pVfW4dqVSTiQSj2yozAGwtK/FyQtljBKyyKvkiIxPPPeIhIo6iqQrkldev8vMrr2xNYJV05laj9bNuXBE+lPbisLlojb9Xu8371USE93r+k31k86l9rsW4cDnTP0YlaPOUHJMvekeJhr7IgPlfD7HZDLBeDxGKQW7u7tt26enp21fqQeHwyF2d3dRSsHx8XGGs28RkmBtIU739zGdTjGYTjEdDvG2ZzwDP/8lX9IKVwoHCqooy6Av3JVM8T0Vknu3CCcAUWKNyNoVCVDgctKEmnCveeL0vnVInBOEWvl1SE0XkVMFpkRVvVmuoCOyqnP9qNNT/O3Xvx7f+pSn4H3nmflcqTpJpDdTPUiecp/XfH53dnYwnU6XvFpUajVLZ21unOCtmr9EIvHIhP4/1wNcVQZ0LaZrhEbhekLvcR3WlViIcONURBC0Tr0nIip3AidbETFbpXP0Nfqu1u9aWb0W9WeVlyzS5yr//fko0XOCTh2lukqfTdcz0GenHkp9r/PHPYNnZ2etNzaxHUiCtY3o9dCfzRbZ2KZTnB0cYHbffRhIKN86IQe6yNdQCg2p4Pcexw5c9rrUhHVEbBQuSNk3h+8p0g3SXjc3sur3Ufu196sQKZna9x4WyPnkvOt4I6IVea+e/9a34mk3buD5b3kL/uGHf3jYPpVUzYOlIYJ6Fg3L634thmZMp1M0TdMSLeDC4+X99flUi7RuYNfMhIlEYrPAsL+9vT30ej3s7e21iQM02kKJBBM4aWICTxoUkQLVVePxuNVh4/G4lV2RsZBwMqNRExEhdKOZ9pXyt4scRtERLjedZPp+pKhsDW540zFEiMqqPtNyUd3RePw71fmcS9Vb7pVT75V6mdSIqHXrfi22MZ1OF0bqwaANFWRmQZabTCZommYpY/NkMklj4BYhCdYWojef4/Wf9Vn4nc/6LDz5p38aew89tORNUKXgC3MV0nxVj5USqodDBFxZuHDUa/o5UjhReS7KVxGkyFul33moQVTXnVgka14rPbuKYStaHlh+Jj7fP/PqV2Mk8/Jl730vvuy978W4FHzS058e9sXDJnjNMwfyWi1LF0kWiRdwse+K6ZVrITCaAUwth+pdSyQSmwndd+XkymW0ygr1KKzjYaG+oizivivdj6X36V5V1Zcqt3Sh70RL5br3wyMyuhDpaM5JNP51Dag1Dw5fa6TI23QyFl3nXDtuJxLE9R3HqsZUXbtwvUOyxTnnQdFRlIWuadTg6JkruebRw7CHw2HuwdoiJMHaQtz6I38Er3rhC1FKwav/6B9dCBJZxFPQuGvdLWpcyJNI8T3/VDnVFvy+qHahrcozCnW4neQGqjDYjls11yFyNXRZ2rqu1+p3hcg+O4HyOY1IMT9/8dOehr/8jnfgsx56CHtNg5NS8PJr1/BdH/ZhYftR6AvniosCKg9goVTUI+VlgeUQT/7GuhR1bU6SWCUSm41SytJ+q5pHSEmOZm9T+aI6zfURsCw/qb9oxNK9r5HxS41trr9oRNJ+83PUj9vBqvsiwsF+rRM+WdMBQN2bFZV13eShkbUIFtX/68xTpB9KKZhOp5eiMeit4nYI9X52zV9kwCSiRCHaH3q5EtuBJFhbCP5HV2Xli14KJN9bBVyQE1U+DAmcTCbt58lkskS8agRL4eRA++xnMAHxfizfDFuzwlFBRiSS99U8WL73x9O01hTbKkTWQSWx3Hgdka2oLv/u/sEAhzs7GDUNxqVg1DQ42tnBA2ucz6Hk1pWuknGW07ljyKWeDaJZBUnCPRxD21bFp5bpJFmJxGZCQwKps9R75QtmehC4kC2l4OTkBMDlhbEbrWgMHI/HmM/nODk5afWZGgyB2JhVIyL8zvsbldXvV4Woq072/V36qm00zeVzoWpy3aG6yNupvXcixTl2kubPoasPq65FOjs6v1HJFV+bpllKnqLj0XH71ge2xUgMltNnt7Ozg/39/TwLa4uQBGsLoaFcLpgpgD2swaFCREMBVRl5qGBE1CJEyglYzvgT7dFhWS7UI9Lk73mPXnev2Krr6tXz913jVNQ2IvPVwzBd2fnY9JqHgzx6OsV/fPSj8Z/uuw9fcv/9uG9FyIKOZ1WMvmZjIrxPJO8k9k6qIgup9kPrjSyFiURiM8BFq+or9wRpWfdiuQFOPVlOLtRzxfc0Zml4oOqyrsQMTnTYJ+2r1qd6iGFrNZ3Dev2+rj74e/cK1erRsh5t0mVQrEWmOLn172oyX+v1MHQdg4aIsu8arhfNP/Wq6m9vX8cXReRo2Hqk8/lbTl21PUiCtaVgGJen1HaC5VDFokSKHiy+qsWPnhfe73UB8Z4l/awkR4Uo4ZbBKDbfodYtVdr+XsvU6nCB74QuUmJen5MsF/ZqBfU6apa9aNzf9JSntOW/6/p1AMAI8bOpzZ2W9bmvKRBVYB5a6lZMWhV9/NGiqmYESCQSj3wocVJvgC/6VSb6n0YY6B4rYHmBraGBGtrOfgAXYWBdxiYlCx75wTq8rMp1D2n0cUVz4/X5ew2Bi4gR64sMnE5+ovIRsVKdFhEqz4obzWtEeLpImOot1wt8zrrHvNfrXdrP7OTQPWFuRKbRl2Ogl5VllWRHujqxmUiCtYUopSyFW9DCQ2HIQxoj74KGqpFQMcMSD+Cj1Y9ZdIDVB966MIwWzJpUQd/7wt6JEl8jD4i+avgJr2v8vJOZiBQ6aXIvk7YdKTlP4kAF69cdUbtat8OJYO17758qQh+Pv2oZrU+zNPE3polQnJxzfPobUcUdkdVEIvHIB2WwkyV6Aqh3gIuDhpumWTpoWN8zy61Cz7saj8c4OTlpZZB62xn+pV6xWuQBZT7lmMvLmrzi4bQu61TfRWUigqX98P7pK8ton5QUqP7R+6Lx6vcayslQS9at8l0NtjVDoUN1OomNG0d9XlgX1y/u8eS6iH+q73q93lLoINc9zBrIPvD3MhqNsL+/j6Zp2lDTNAZuH5JgbSFceFOJKUmIrD8qcKJMgZpC3F3+NctTzZW+qv/qNXn0ZIK/9su/jH/07Gfjod3ddgxKsLrqrZE0PW/FrYa1PtW8RlEoQwSSLD2DzL1a0Xj0eak1NGoz8oppH71ut8byt6KhLZxHn0N/3uqdin4j0W/G5znyaqXSSiQ2F248i+SWymu9x0O33LhU02O6V0jrjUIPFZHhzOVZpCfUiObfR3pIxxD1wT17hHpwIrJUqysyqkX3a3u1NYR/rj0b7xPrjvSK6rwufcD1ia5zlCTV+huV1Xnxsnrmo85ZYnuQBGuLEYXFeYw7rUt8pQXw7OwMk8mkTWyhoYH8vubaj6xdkTKsCWnexz5+2etfj6c88AD+zOtfj+/9hE9YIkfAhVUwInlODmipUk+ZzpXeowKVY/a+aihmzbIYKeCaciV50uu1OVKoYp7P550bbX2eqHTUyuiKyENefBxOgnQxQ2WklmjOj5O+aLxJsBKJzQU9Ifwr5SLiQrO/1ciCL4Yj+aYZAwG0niLqGT9+YjAYXFrUa7sefhghCmN3z0y0eCfcSMr7VKdqaH6XYdARGeHcoKZ9UKObjo91UwdzTlQP8j4mxfKxRuF6jMBhHbrHiv1VTx/7QdLsc8G1Dd8r4avtzdJw9lLqR9pwLpyQJTYfSbC2FJElkEpD07S7+5uKSMkVD2RkmIUKKCcPtbMuKPSojCjQIk8M8ZIf+REMRfh+3lvfis9761sx6fXwVV/5la2A142lkbJTBaX7saLUwDp3avmsKbCmaS55fDiOLqJZe88+El0EMLLkAvVMjauslwyhifqv7fhY/LfWNE27QGKoBg9t5DMnAXSi7vsffI9FIpHYHFAO87Bh3TtDYhQZYyLPiHspKFdUh6kHZTgcLhneIm/McDhc2ielbbNPkWxXnRMZiGjApI5h2L17iHwvtcrmrj1iOn4NfY90gEa56H0cn3oH9Tm4XKZMd8LG/o7H4yUPYo0wl7IIwaO+4BYFnWMN99e+n56eLpE69lXnV/feRYSM92rEDu/hfETzx+fDviY2H0mwthy1xbjCF9lqffKNqTUhze9qZSh8SLJUCKtFT4X51zznOfiffvu38Ynvfjd2z84w3tnBqx73OPy7P/7HLykv3ueJE9i2CkUnXGpZ5Pc+Jt2vFo2L96kCd6vYOtA6Ig+kI8pa5O12KWIvq+GLjmghEYHPWRc/uvlYr3tfFF19SSQSmwGVz27EcTnRZTiKPBD62QmHR3P4wpky30mS16VyMSJVUd3Ugxo26EQuqlPrUznbNbfRXHXdp+N0GdzVN9anB/qyHkbGkBiR8GiftF4eOB1Fy2gZzoUeaK8hnk6cIqNw15rG74u+6/qc2GwkwdpSuEDwha5u8tUNwLTa0OKnKW1dOPsCmqTMMwq6gIoUDzcqU3D2+32clIJbpWB4doZJr4fB2RlulYL3lILhZHJJsLLOiHzpe34eDoftfRrfz/6pBbXf7y8l9YjmWcNGOK5I0ANxEge1XmpftX+KyDoa9c+JrP4e1IpHS6pmUIoUWzS/rlQ5Ns5ZKaXdCK1Wa3pNOSf6HPU1kUhsHlQ+UyZFhAS4TLo84iLyZPEeTeyk4X8qZ5xAdcnVaByarEMX/06OWN/e3l4rf3k2l8LvjQigG0Kj+7S+KPOd9ot9c9KrIXqU0cPhEKPRaOk+tsHoEL5yjBwvCZd6k3Te6dGk0ZTt6xypx1P1kCc80WfJvqsHsPZ82B7P0yqlhKGQXkdie5AEawuhikqtXE6u+MqFr4YBKvHS9KbeDuv1zcPAcqyzhmfwXiURGiLC96UUXD05wQ9/2IfhZY9/PP707/0e7j0+xunpKZpmkUnqC37iC1B654t9iJArF8LyPX/0PXjrs94KAPiU//gp+P2P+338/tN+HwezAzz1RU9FQVmUx8W9i04u+vnuZ7wbv/+038fwZIin/6en463Peive85Hvwf4D+3jqjz9VJgRoFv+gwQXx+q2P/S2843HvwNUbV/HJv/DJ+NU//qt4933vxoc88CF41q8/66Ks6/DzMbz0s196KUROlYaTtch6G3kLPWPkfD5vlaCHrbRdEsXLZ1XKIqSHiwoliRoyqoSRCx4lWBFJTiQSmw0NYfN9T106h7KLuspllS6id3d3L3nOI6+EhpV5mNsqj0+v12sPP2aIm37vspOYTCY4PT1tSYF7d9zDpiRJvV+8r0ZQ1QimY4tkvBMsleu8NhqNMBqNluQ054AeKB4irfu7lVBy7EqOda6aZhGmqWSSSZQ0eoNzMhgM2mc9nU7bMEwN7+N6RJ+NQ3WkhhHqtgI3Gqe+2j4kwUpcggpWf6/eKF+oq0WOe2tqyseVmApPvtc9Q6zfNzn/jY/5mFZp/Z9PfvJCuJ3X90Wv+CI8+saj8b5737do65yhtETp/D0/q9JpF/FKrkQ+FpSL+qhg0CzKlOX7G2dGBVgUXa7D+9be1+AyuTrHfQ/dhy/6qS/CDz/nh9cS4FH4Q7Q5V+PgPbGF/y54jeNw6+46ffHNxPz91JS8zlkikdhs3M7/dY+MUFLkZVi3EhUt4/LNQ/4iueTtqBFzHXjYoXrXSEC073qPXqc+1pB7fe/eGG1Tr/l8OSKDl7bv19XwRjLStX+uNse+9vC+aPsRoaTRT/Vd9BtY9dtzIqXXvX+J7UISrC0Fk1nUlIp6sWhZovXMrXi02qig2dnZWQr/UquYhse5cFJrEvuhXhUqCbVOaey2byj9g2t/gB/9Ez/a9lG9YBqm0cOib7/8Fb+8qAMF0/0pfuOrfqMdj294VvLRP+tjcnWCX/1zv7ogCvOC40cf4xe//BcvkQTfFDubzVBQcOv6LbzsT75sUe/sDL//qN/HD33mDy2FTBCc9y/7uS8DGmA8Hrff1ayL6mn0jb5OmqKNvl6mtudMFwacK32vSls9l0zdTiJNjxmtjAzdYTu0SrJsIpHYLKhRLdrvpFAZS/2lf6yPZX2PFbCccdBJiJ7jpERHZWhkSOReKvaJ71VfAcsef+on9bywvO4jdvJCmUr5zkQP6mUZDAYYDodLR2UQKlM5HtUtKvvZZ71PoSGR2g7nkbK/1+thPB7jxo0b7RqDHiw+O7YZ6TbXKfzT8yz1j2NjJIzep+W9PoVGW3j/SNzc48b6UldtD5JgbSlqVhfgQmGQXFEQ8r3f61YqYDljHbAshJQoRVByxXZms1kbFsj3XOCThPEaQ8uaZhFWx/dUWJE1US1VkQWLgtEVmiqWmlVQX90i5hZDXyRQYZJgXerjebghn1FtIaKCXcMalEh5GnYt76j9dnTR4iQ2ml96qngvy3O/HwmW9tUtrarsEonEZiFaWHfBCZaGsasMUpnkkRG8potoejt07w7bIhmoESyto5TS7vUiVF6q0ZLQNPVKblTPqsGOclUNW+xLv9/H7u5um+xB58ZltO+3jfSgynzFYDC4ZAjlK+dpMpkAAI6OjvCe97wHp6enmM1mbbY/3SPF+pyU6v5s7ftwOFya34icu97gHGn0hn7Hvvjcc674O9J51T4kwdouJMHaYrhAjEIigOW4c36ngkpJht6vZZxQuUfHr7nliBthVeFFBwEPBgNMp9NWGaIsJ5LwZBzsv3ql2J562+jxu535rMHJVFc5nwd/LtzTpWEj2hdVbmqB1TM/dH+Ce628zSgEQtvq8mi5RTGqk/W6Z80txK4wo7YTicTmwI1T65RXuRaFgK9jmKFcURJDeeqfO4YkwwABAABJREFUXSZGBIZ6qBa+1uWhq3nLXD/7+N24qW3XjGW85lEhvBYlftL71tFv2nf3TGlUDMmOnpEIXOhurg1UF1Hvu1FO73VSqf3W+Y5C1aP5Yh+jZ5P6afuQBGtL4aTIlUf0R+FCyxhw2Z2uG4d10a/WKy7omSRDvSe8z9tVIa+eKFUW3DzL8MSz2ULA3rp1q7UOsoxbRHltOBy24Rh7e3sYjUZtaGEEJZAMuaDAj8jRqj8ds7ahClvnd362eM+NwKqctB7PzMR5j6yxfE4RWYq8RTqX3LzM3xi/83nX3wy9i2qd5Fxwk/PZ2RlGoxF2d3er+w1uZ/GVSCQ++KELbV2I14xdkVFIZavLJBr+Ii8Xr2moMo1P9OwcHx/j7OxsKRmD1qHjUA8IcBHaTm9Sv9/HaDS6dP4iE02xHycnJ2iaZsnjxftYLz1YalykjNU2WA9wIa85V5wP1qvw+YsMctT1kYGNr7x+dnaGK1euYDgcYjabYXd3t72fiZWon9QQSK+j6j2OlfNLzxc9gJrpj+/1N8Xx8vlqFl1ed+Mv54H6m4k7OB9KyJNobQ+SYG0hKNTcQhSRqZp1Tq0/XDgreSIpUoUS1alkit9RgLE+7bfGr7NOfjcajZaV5vwMBQWHh4etkNV7CfVg7e7utqRKwzI8Pbj2SfsWlSGcbGnYhc6Nj0tfVdADwLy5SHfOe/V5cC4nk0mbDVK9Vp5uXZUjlTOAJYXvitJJl37W3wiVmSp39s/3aCnp9oUNn5nWnyGCicRmQgnJ7XqxatAwPBqaXOaqnhqPx0v7gjSrLrPenZycLCWRYF1+FqEakRhpQZkZhcHR0HR2dobj42PcunULwMW+LA0rVCOnerUGgwFGo9HS3i4PcdM9X3qgvBoXNXyS+7h4ZAuAS/pN5yCS0RznYDDA/v4+BoPBUjjmeDxudRl1mK4htP+6rtH9XTzEXsmVeuA4d06wer0eTk9PL41HSZKSOpZhfwl9HkmutgtJsLYYTnwU7n1heQ0t8M3HkafGXev+51YeDxcEsBTz3ZXpx8PgmuYiRFDH4BY5WjYpmKmEKBh1bDoPPpeu+J0w6ZhrwpaeJw/JiOaX7xkiyLIkpUpSdD+CbhyezWa4dzzG9xwe4quvXMF7e73L9WOZ8PkiguWV1Hl8vyocnStdYLhXUi2q0W8qkUhsPiIZ4IY7vrp3xPUE4QSEclehslq9WR4aGOlP9bYp+aBsV+8KQ8p0DzENe6UszgekJ+Xo6AjHx8domqaNtqBXajQaLXm2OA/shxpFoygJla06Tt4f7a8FLo7U0KQfqutWEWKSIOonNQaOx+M2RX3t7MUa6dY+kDyxLdUxSnD1N+N1RmsBltN1kP8uo7KJ7UASrC0ELUYqCGrhgCqINcSLSsCJEOujl0QVk2YlpNVQEznovXz187EALAlMHxcV19nZ2SJ8rgC3bt1qFZmfywFgKbSQ/fSwAm6YJUHTsavCd9LhxMrngnUSTvSUUFK4kxxNp9M2RJBK1+dJQwH1eZCEzWYzfOvJCT7p7Az/z1u38FdlYzDHpGdZaQy/Pne34ik5ogLWRYPHv1PZ6auGXmgojz7vRCKxuaCsUH1EWURjjxrp1PinyY4oQ1gncOFZKKW08t1ltC701YOlZT26Q3WYkzrVpZSJe3t7rQ7a399vQ9n39vaws7ODGzdu4L3vfS/G4zGOjo5w69YtNE2D3d3d9l4SK4buUc+p94xtczxKxhhqxz5PJpM2vE+jONg/hYYjso/0PvE7RoYoXNczXP3w8BAPPvhgO//sq45HMwD670U9f3zle95HokVypYbM6BDoyDiqxkCP4OB8+HNftY87sVlIgrWl0I2YkedJvS8qnKi8SNCUnLkgIkFSoaQx1Bp6qGROy0QWK/VUqdIkadB+lVJaxeghi0RkbVMC6C5/3W/lir/LkuYkVq2DbjkjufL9RtpXJZ8MndBn6QRLn8VkMsEDJyfYk35+7dkZvvbkBCcArskhmE60dDHhoRH6jPh7UUKpHlDWyd+WKk9XXBFhZR8SicTmwhfNatyhjHPPlYZ48z73PlAeqbxhWeDiGAku/pnxTuW37z9SQ5TLfIYUAhfhfdwvTII1mUzaLH8sR8JxenqKW7du4ebNm2iaBgcHB9jf38doNMLVq1cxmUwwGAzaNOwkW9QlamDjuEg2qD/Z78lk0iaO4PywX9wfpeOmUU1Dz6fTKY6Pj5e2IiicoPL1+PgYN27caEke08RzC4CGN3bJf9XZJMWqV9WDqKGWWs51Gvut8JB4/R3wd8SxZyj7diEJ1pajy42tlkAArUDi957Rxxf+HlKhSohCiSFiejCxemr07CPtXyTQNC3szs4OXrP7mksExcfo/dFQAX8fEagoJKVWRudby3qIZe05RV7G37jyG5fqjvZ2aTvT6RQ7Ozt46t4e/u54jOfO5zgAcATgpb0evrHfR8+eBXBhqXSLnyoNH39E2n2cugfOwwM9NTEXWD7mrrlLJBKPfLj+ANCGptXkucsiDTdX4w49Ph4CqIZGNSACuKSXWKYG1xXeL5IS6tThcNh6hUg2NGyv1qbroSiCQuUmiZTKaSUfJH+MrNCkE5wHl+26RmAZesS0Hd375gZLJWDARUp3Ha+248ZAhvmr7tPfBfs0n89b71qNqHOu1ADo6wbVQU4o9Vk4QUtsLpJgJUJhoOSK4RO0jqkQAi6y/tHapK/uwaLAVu8YBa0LWD2szxUo4YvxgXhe/tvovy2I185gSQi7dZOx7CR8TMigG2N1oc/2faFPYqMKLrKEsX8aJkePoocNqpWUVkgqpfl8jp949E8sPT9Vovps1crGMbyv38fhbIbd+RwnAHYBHPX7eGh3F32xLLIPSqyUyEYLGpbl2PWwT/ZPk4hQofMZ8DlqdkHey3mp/X4TicTmINJPvj8TwFI4nIaxs5ySJ+ox6qMrV660cop6S2Wt98e9GWqMqhGApmnC7LvUncCFp2U0GrXJHh588EHcunWrDZdT2d5lPCzl4lgSDXdUfaxymej1FlkJqfd2d3fb409OT09xeHi45PHx8HNfP2g7aih0AyDHovOv2Rl7vR5OTk5ar58mo6LuUb20u7u7FJquRl3OzeHhYbuH7eDg4JJHkwZeJaQ05HKNQL3FZ+lRLUroNHIlsflIgrXlqC1ONYSLSooCV+GWOD3YUQ+x9bAu1qNx37oPS/dDqeXI2/Z9Pe6Cj7xK6o3ycDQXxlq/K0UlFF2eLCreqG/AhQfHrYD6GoVS1gR1JMTV6ktyM5/P8dimwff2+/jXgwG+6uwMj22apb4AuGT15Ng0Fa7Oqc61htKQpGnf3Aqoytmfj867e8aSYCUS24PIwxB5H1zmalg2y+q+nF6vVzVSeT3res8p/72PhMowNWpxbDRWknjoPrSuudG+RuGMPja9h4ZV9WABiwOBT09PL+3t8j1n+gy0be2PPg8lzRpSznHr2FgOuDiAWTPncq3CdpWAqWHVDcDROsHD1NmHyIPlz9SfiY89sflIgrWFoGBQBaGCi5Yp92CpcFLLHQUhrVQMZ1BrlQpc35zKPUFu/Vln4ayLcQ05PDs7w199+18FAPwfH/5/tGXZXhTW5t4tVSBRuy7sPTZfBbyH9nmYnVpj3cKnil6xs7ODv/SWvwQA+M7Hf2c4H64A1JvUNA2+bm+vDbH5O+eWuevSh9ls1p5D5W1rylsnlqqU1Hqs1mSduxpBU9TaqpVPJBKPbNDwpgYtNaQpwfKw8cg7oh59eiGUVNHLo/tb1dNFGUyZzkV90zRLiTK0Ldbje7W03yr/6emih2Y2m+Hk5ASj0ajNsAcAV65cwd7eHnZ3d5cSNanspy7XPVVOBFRn0RNFIkV9zYQh9KTRq+UJSBQ1oyd1oo5d+8q/6XSKw8NDHB4etkmfWFaTZkR6UskWn+fOzk47Bw7uF9NoFT4H3SMGXERVaCIs9Xy5vnYjYBoDtwdJsLYUusBX5cDQPCqe3d3dJUUFXF40U+ifnJzg6OiotTox8YK67knYlMgwRELDGQgN8fD9XkCcgY/1/eof+VU0TdOmryV8H5AKeJ4Xoopb29T7NKxNxxIld/A4freAqrdIQwIjz5VaQV/96FeHhI3KYW9v79K5KloXyVYppT1YWcc7nU5x48aNNu5ePYpuMeZ7JU4cE+Pv+dkXOkoM1eLrilvnmkowSVYisZmYz+ftQp86hItg9waxjIYiq/FQIyIALC3SKd+YFty9Jq4fVX6qt4myiMYn3UPkcG++6xeOi+Ol8ZJnMx0cHLRZBBkOR/2q4X1MnkHjGsuoLjo7O8OtW7dw48aNNnTu5OSk7SfHwhDFa9euLekLJaUcF3WjRjlEz4skhQcun52d4QlPeALm8zne97734Q/+4A/a1OpOsHgYMPs1Ho+XwtLd66S/HRKwpmlwcnLS7sWiztTnyDUFo2uYqVEzNvL3paTb/9R4mth8JMHaYuiiVC1qShDUa0Wh4EpBN6NqulUlFSrgSLDUAkbBquEGSsyoBLqsQGoJnM/neM1jX7OoZxZn9ovuVS+WL9ojt7+HEKhy8VA4DQXkmDiftKJGHqyaJ6+Uglc9+lWL+TvbWUpCAVyEeahlkP1k/RpewQxRSli4wZr3KfmJUCM7qsij8dS8Ub7g8O+TWCUSmw2PgHBPOWWEe2eA2BCnYYIeXaBhdK4ftX7Vb5T7vq9L9ZaHlLNO1XfaZ/1jynb3vvDsK90H5KFrlO8khk3TLBkRNVJB+8fIBffCUMfv7e1d6q/ON8enBlL1OvL58fDjwWDQEizVYSTYNNCxf9RVqk/c8whcZIpUXesRLCzH5E8ahs7P+rw8MkTnvMvY16XLE5uJJFhbCBVghO6ToRDREEH3LAHLhMuTWQAXJ6JrooK9vT3s7e21C/rRaIT5fI7j4+PWi8VwBnqUaD2j0HOFpBYxlt3Z2cHeZA9N0+Cwf3jJa6SKj4qA49VDePWMEA9pU28KrWYq3ElQNYEH580PTVSyo2U81E7HW0rBwewAAHCz3Ly0V4xhJlSs6olU75yOiVCv1/7+fjs2JihREqrPRD1OTlI1TIMWSbbv1uhICSr5VbKqRoBEIrE5oGxx7wehskO92i4nCMphDeH2864i7zp1mNbBjHrsn+4XpaxSoxL3UvV6PVy5cqWNDlEvl0cZnJ2dtSnb+Z6f2Sc1QkaLd/eeABf6S/UK071T77Ad1VGcN5Kbk5OTpb1M2r7qBw0p5x+v6X6us7Oz1vDa6/VwcHCAe++9dykqxr2YPJuL+noymSzpJ91PpmsfTfDBM7sYtaEhk0wucnx83NZ9zz334PDwEPfee2/bvrbpBmad/9yDtT1IgrWlUEUAXN7wSaGn3hbGgwPL1jfPGqikheEVtFTt7+/jnnvuaYXU/v4+JpMJbt26hZOTk/a0eipHCkbtGwUj+xktxM/OzvD8Nz4fAPA9H/s9AJYVBBUerwMXZzFpliAqPrceUphqzDbr5b0U1nqeloYmEBpColkao7nmZ1574VtfCAD4px/1T9vnSWvmcDjE/v5+mwGKiwd97vScaTvqaaT1k+Phc2Aoxc7OzlJ2K90joP3UPVjj8bgNC2Ef+OqWZp9zVWS8nwQykUhsFihzokRDbizSRTzD5KjH1HBD3cEF+Xg8xuHh4VIInIaCUW8xFIx/uidJPRjuzeEYDg8PcfPmzdYjtb+/j6a5OHNKdab2kyGA6mVT3eL7hSNvmEdFqPeO5ff397G3t4f5fI577rmnDZNUTx3LM6OgH75MqKx2UqxEh9EsDMFjW3reFcncjRs3cOPGjSUdy7IA2rUDSawaTemxI2Hy+dDzu0ia+f709BTHx8e4//77cXJy0j7v/f19zOdzPOYxj1nKgKt72fR3yrVHEqztQRKsLYW7s6kY1EviLnAqAWA5FEAFlULDOJyQcAHPUIqTk5N2oawLbt1A6h6cyCW/5NlCQYPLIWYkiurNIunRMD2+UgGoB8jrY9uuYNX6qmF6/Kz3qGUv8hZG84sCoFn2arl3LaqP/eiyDuv8U3Hws4aZKAFUT6NaMP3Pra0eOlND5H31eU0kEpsDD61SOaw6wf/0fvVYeV3qrVCvg+o/jaZQ0kB56O2qvlCvmepQlf9arxue2B/VR1q3j5fjckRzw74SahSNolyUoDH5ke8x1kgOJcY6rzp32o4/T5JckmGOXe/xvW+cOz4v1VUAloydqp/UC+fElEZdejvH43GrV73PfB89jzQEbheSYG0hVJh7zDbD2tTLQi+HutQ9pJD1aiw462asODeyHhwcoN/vY39/H/v7+5hOp633SpURgEuLdB2D45KlDsvCTBf1HLMqWABtiCJDDjTzHZUhFa4SGBXWbEuVre/HYrgJ51c9ha6I1ZoZWr8KlpRWlNSiBo0x9/v4vHVfAp+5HkJJi2zTNDg6Omo3DPsGbypu90K5Z4plOU9qiVQrrz6LLlKWSCQeuaB3g1ESNMQ5WdDQL+4dPTo6wrvf/W68613vAnBBzihX9vb2lg7ypbe+lEUIO730lHO+6OZim/0EsKQXNfJCDVSM2ogMmxqpoQStZphy7xXlNa8BaPdqKZid8NatW5cSSLEteu9IuChrb9y4gfe9731LJEuNah4uqaGa6tHRsH+Om545jYjQCAidI+DiwGhNDKUJPgaDAfb399tw/dPTU8zncxwdHS09L/Ui6hEkANqEUQxbvHr1auvxcxKpv0ddj2SI4PYhCdaWQr0cvmjlniK13lGZAMsnz3tGOJ4+rwKWIYIkVSRYBwcHbYjg4eFhGwdNIQssh+apYlFSQngIxeKmeHOpC0MV7gx7mE6nrVJSBUgBrIt/F7BK2lSocm4j745a5zh+nevIC1Ww8GJpKIzuG1hFPFieZIXKiuPnfilV+hrGoZusgcXm45s3by7F5/M5Udnpb4PeTLU4qlXTCZYSeH0euQcrkdg8qLHt5OSklRPA8jlFpZTWMKYH1B4eHuJd73oX3vKWt6DX67WejIODAwwGA+zt7eHWrVttKJgeML+3t4eDg4OWYDFxEfWUZvXTEDc9BsM9aZTN4/EYN2/ebPWjGjVp0NSQMo+eAC5HUABYIgoaGcFw8Z2dHZyenuLmzZttBr4HH3xwicxxbnkf90qTqHAf7tnZIp170zRtxmANmddnxf4SHCvD+ehBpP7jXqfxeNwa7EiuNaGWzgPrmM1mbQg7+87nSF3GdYXqOBJl6hqPKtnb28NgMMC1a9dw/fp1HBwctGsZ1u3PhmPVZ5kEa3uQBGtLEYVUaKgDrS/qxaqFGNTqrN3j1yJFAVxO0e3fRVgKVUBBUy6Xc29SVG9X2z5Oveb9csujhzn6vAC3dyYUyuU+OSJi6fubHHz26pGLkouoFwm4IER874k8otDUyJOqn6PN45fmIZFIbCwiOeqhfm6wUlISyUaVOwqVNVEfPHxMvfXqDYkIFuFeLtW5HtIILO+Dcq+X1u9zoPKVxizuMdKolBrBcuOmhvm754z9ZDi/9sGfFV91zLymJMTJiYbwq9dN743mhmDfNPqE/fAzrWhkjtYyGimivyfOnf6WdB2RIYLbhSRYW4hoYaxnadCD0+st71Wi4KEl7uzsbMmTAyyHmUUWK91IzDhmWv5Y3kPLNOac3ytR0Sx5hCoAJwoeXuJx9BGisEBVPq5k9CR6hjhQsXlfte3BYLCUQZFWwUiYk0SyDh8354rgPHkYpn6vz6GU0qbr1TS5rlh1IdHv99sN2Tr3VIhMxzsajdoDMmnB9TPF1MulYTrqeWWbiURi86AeeY8U6IpIoDy5evUqnvzkJ+Mxj3lMGzI4nU5x/fr1NmxdPeSaKIMH3dITQ/nJpBSnp6c4PT1twwuZ1pwekah/7D+9Xxoi52RMyYRej+rVctQ/lJf0XPG7k5MTPPjgg23yBs2cqDqMddPbdeXKFVy/fr0N7WdGQ3qFNJxeQyhVhit5dILL/vO+UhZ7s09OTi7pUo3oYHtqjOPBwQwXZaIUzhnXMNeuXWuzM47HY+zu7uLatWvY399vPZ6aFIU6nPu6NCkV1wgkmSRpqnNJzhLbgVyZbCl08cowhd3d3aUU5RojrVYwCicKHXWpq/Dw0AUqLbYxmUyWNoq6snALmFrxtE+RVcgJlFrI9N7Ia9I1V77vinUSqlyoFDx0RPtHgat9BS5S8M7n8zbNrKY29zGSZEQWU7U+8j0XAG5ZdG+QZokkyeF86DNRgqjnk5RykbKWYyGx4kGNmrWRSsr38mlMvS60alboRCLxyIcSLN3P42X8M+XIPffcg4/6qI9qs/j93u/9Hg4PD3H9+vXWsEP9xYUzQ6a5N5hyjTqO8nw8Hi/t39L9SCpfCT2uhCSMuk3laZeXw/ce6QHINMxpdAL1OnBhqJxMJrh582abdlx1vYIy+/DwsCU83JOlBAtAS3yAC33DeeB9DINUPaih7W6wLKW0oZua0Y/rE9bBOeE+KepKjo9ZdDXMnG1zX93BwUEbWnj16tX2PMjRaNQSO5Jq1ckahq+6nK8ck3oG04u1PUiClQCwnDVpVVhaFMZFoaKpSWsg2dJNqW6VU2FfI1B8jfq7s7OzlGFPCYy6/lW4+7jUs1UjYVFYhhIK3eCqhMQXCQwloABmWxq2EHpqJERQvXqKKCQymjOfd+DiWfG6zpmP2fug86Vk0q9H5d2DxVdVyO5RSyQSm4cuY4r//3eZxAgALrK5KKb8VWObGm/4ncpk9UYoEYr64yH2wMU5XS5LFe6xiuAGvYhgus6qhTPWCJ2SJQ0lVNJIsqIhjlE9bozz/q+CzlOvd3GsiNYRhY5yvLPZrCVVNYOmGvZUN7uHU38//C3WxpA6KpEEa0vhQoFhEL1er7XSuCLh93rGA61+FLIkL76ZkwJGD3VUwateLB4+TEuVemAcmuDAyUMpixA6Ck3dKKtQqxYtlQwVoZdFPS5O/pxQ0eJFxaQx5D7/vnjgBmJaGlmHhmFosovIS6fXVQH7/Lki5/P1/mlSDs0mxedPzxrL8j6dd45JQ/3UgqwhOpxrtRxzkzEtiz7/aRVMJDYP6sFSrwDljcpulZUnJyfteYpXrlxpPRVXrlzBfD5vdQw9G9euXWvvpcwGsLSI5h9DxqjD9ABi1Vt6Pxf2ek6XZ5Ll/b5vR7/3iAOSPk0QpFECJJfj8bgNjzw6OmozMtbC1nQfFT11o9EIJycnrRfpypUrrUw/OTlp63IDnHrHtAyfrxMoJWv00HE7Ar1Z1LG6NmCbTDbB0EANPVcDJ/V7KaWdL4YFakZJ1TnT6RT33Xcfdnd323r1ObA/fA7st3szE9uBJFgJAJezyamyoFDUEAcNe+N14CJUQQWsLohViWkZX4CrkvJ9QVqvKl0V1E3T4Lcf/9ut8qFCLOXijA61xHHsSq5IApRo+cGV2n/NtKfZityTxT6o9Yz91zh6hmwyzFDDSojf/LDfRIPL2aWIiMixbZ+zaF8ZgKXMf/pKnJ2dtSEkHhJDcPwkkWoFdG8dLYX6HHq9Xrt3S9uZz+dL4SmJRGKzoDIn8nSrsYcyl9nnKGv29/dxdnaGvb29NjssZfbOzg4ODg7arHiaLTfyMOmCWmUh9VbTNC0xUJmq3hHKOg/TdhmqfVCSBSwbyDTqgQYqZu5lOyRHDGWM9LO3r96uk5OTNiSyaRrs7e0BQBvqH3lrWL96spTQeQSDky/qW+2n7r0iEdb1BImzers0ukb7QQPe1atXceXKlXY8NOyScJHIz+dzXLt2rb3GutyLpiRRiV1iu5AEK9GiZllyJaOC0PfJcKHMNKgqUFUZOUHRNnWPk8aTR8RBiYLX+7onvm5x/+wiDjoKPdRxcFFP0uXp2KMwiGgsPqdRSKLPrQtlV8YcgyrZ33zcby7Kz3eWLIU+Xz6/0fPkHLjS5/PU5xLNQ6Ss3bPmpMrnJfqLykeLg0QisVnokgn6qlAPT2QoVCOS743RRbp7i7RPlKGeOMFD5LW/Cg/B4zWN2HCiE/WDdWskQC2UXSMqIr2u9aonRvt3enqKk5OTloSq3vfoB92fq68+7z5f6uWK5t0NkZ7Aoms+fE64TtHnrQZSbdvXDkpS9U+Nrem12m4kwdpSdLmsKUxq36u1jB4n9xDpRl9dmKu3iHUpmMyA52mxbheMKqAjRXF2dobd8S6apsGt/q2WfPh+LwCXvCR0//OcLmZi4kGDThrYJ091S4XAbICu5CPioIpA66Ri1M3C8/kco9MRAOCof7REnDwUw9uIYtJ1HqkcGOLg8x3NO+uIztXSMvzePWP6p3WxnJ63pcqQzzuRSGweoiQXGjaooebR/lceBqwHyZZSlrLe0ah2fHx8aZ+SLq7p0QDQhpBpunXgwuujJIr6gnKKmft4zffq1siPGzfp6eehyJrdTqNKmPSBiR9oCNXQ9cjYqd+Nx2O8973vxXg8bvvBtqivVe9roqNaduFonLq2UA8l9UDTNBiNRkvzriGZrJd6RvfuciyMfOBZjeqh4rloOg98T31GDxkjeXq9i8QlnG89y5L9Tk/WdiEJ1haii1wBl62GvnB3UqBZ34ALqxLfu+fD46y1L1RgFNC0Lnn/uwQV+/infuZPoWkavORTX3JJWXCcwDLBYvpwKipVIAz7YB1umeN43TOmmZ3cW+QkSMMOSKim02mbLtatZF/4q18IAHjxJ7/4ksVt1TPla7S3jcqLoRVucawRW63PNwyzHxqOGXmxtL86J745PdpAnUgkNgcqq5xgqRxVj4bKYMoG9dyoF4QeDD2iQgkWvSOqoyiPtHzTNJf2pep7ltPEC5Srvq+W8MgNkkG2QxJC/auhbHqsB9sk0dSwOX4fzbu+AgtScevWwljJbHuq+9Xwp4SR88B+R/qGz0qfOZ+Lf9ayanx0b5fOn+7R4n0kSbpvej6ft/vVSCC5h0p1H38X6sXic9Xn64bOxHYhCVaihRMv9WTVQrLU2kQlosSJgon3eUiftg1cFvaRW3+d/s/nc/zak37tUqiHExq3iNJLoh6TKLuU9s/hREGvRYrLy7Fv6unhJmZV+qUU/NqTfm1pLLU5qhEif65UQrqAiMakBMitqk4c3TO3KiwwIlwR1v1dJBKJRz5qMjT6v6/llDDpwl91TSTTdP8sZa/KZfeasS8eLqbXa+NSw5F/Byyfc+geHg8JdCKnqdjduMjxepRIbd5JGEku1HvkfVZoOJ6SHy+j7znfUVijthFFpXT1hfWzDQA4PT1tSTbPfXRirSRe6+j68/lLY+B2IQnWFsMFgRMpX+CqJwO4UAyj0aglYrp5WJMPqGD0fVhsWwUYP2sf2C8Xekqq9PObH/vmxbWzi4xP6rmhomQCi52dizM++v0+Dg4OcHBw0IZB0pKlcfLAcqYpHaOSO/dgOZngfTo/GqbJOWWIJZXbuz7iXYuQibPRkqKJyLDPN8uwb5H3iG17Hdp3EtNSlkNA1XLoSTVIHGt7siLiFhkAOO9JsBKJzYTqoyhEOVq0queb5xcp0VCPvHraaVgD0B5y2zQNTk9Pl2SdepEissVQMddrmmU10oUuyzxihMa2Xu8i6Y9GDbAeEqHj4+M2q6ISQRIkkiuPFFFiF80lgKX09zom6g3Vkzpuf6Y6btfx2p72zUPJ9bqvXZzMsW6eX8ZQv1u3bqFpLrL3cnwM8afOZVioEnbV8066NdGIzkFi85EEKwHgMtlywRUt2PmdhhqwrO5HUiVTSxSh/dBXbb+rz2qN4udH3XoUGjS4f+/+9h5dtGuoGpWWClX1ZrHfGhbCvkVwy2D0p/PsZJZtkrQyxp0WQ3539cZVNPMGDxw8sEQ2VlnJ1NPIz+ql03lnW1G/2VcNn3CiFBEsfxbebm1eot9hWgUTic1FZFSpfQ8syyANt9bjMnq9i/24Sk4oq/gd9xNp++rVUr2gZEKNfTWZTPkahcFzXG6o0vfqxVIZrO1RD5PwadvRXuIIKv81pJHESolUJLO1T6Vc7H3Tvuhz9DmL+qjGOQ2r9zpVx0XPQZ8ZsyPqeKLQU76PCJb/uYEw9dR2IQnWFqJrwQ/Eniy/X5WXxjorGVILmS7MtR2+utDrElwekuGeG7bznF9/DgDgJZ/2krafujnaSZWGBeqfx7JHVioXupp5yc/I0D7q2KOYe+DixHlfJJRS8Gm/9Glo0ODH/uSPte24p1Gfm7av11Q5R88nqsfhYYi131ktRDAKL6z1KVLQiURis6Hyv6a7VJ6qMUz3YHEhDWBpP5fu96T8VxkOXCSNcN2m7bj+Yn/UMKf9Vh3j8kyjLXR/FfcFl1KW0orP5/OlYzDU+EjU5GeXwdDnWXVcVFb3WnE+asYyzr+3VdNB1OFelx567AZBlouiarRfqtt1bxn3aTEdfy3yomaM9nEmNh9JsLYUuqCNXOgUMOrVcIXA+7j4d0+VW7ycZOhnYDlznVuw3BumXqvIwlVKAQpQUFolxHDGUpbP9FIPFrMx9ft97O3tYX9/v20zIk+MK2e4AUMzNMMRraCRNY5C3Emmx/pzrHxuFPhUMjznhdbKKK2vP19tS58J++XQZ+6K0fcBsLxaeTVcUF+1nsjTpb+NyFKaSiuR2Gy490EzAur+JZUPmrmNsptydTqdtgfm0rimySKoK3Z3d1tZS0KmB/TWEIVXsw32U8uwPoYeOjmI9gizf02zCGE8Pj5uiZdmr2UYH9tQ46i2Q8+dzrnOpZalx4dJmDgeNdipXFZjpLet7buXjlDDrT9rX0dEvx195Rg1NJT9p84mSeWc8/fCs9V0Lt2LWDNM67wktgNJsLYUNetNJLQir4S+1wU6BaFamCLLlUKJRxchiDxZfs/SwnvBsFphrWdauTdLr6nAVCXt/Yxi7J0QOin0cflc6ziUoHg4Y2uF612kGWbYi5OrWrsRovAJtdAqkalZHfWeKAywZmGMLNLsR6Rg04uVSGwP1PijeiYqQxKh3ghdFLMezfTGe+ix0H0+epCtGwcj74qHwRGRRyWSgfysfQIuSJoao6hf6FXTcG3PxOsy0+evFq4YjaWmf9Wz5/oimi+2q/12ouVz70TQn0XNUMi5KuUiaQnfaxs6X1omOh8rem61Z7+KmCc2C0mwthQejuULZRUSkXLyhbPHQKsFCFjO2hMJ5uizKxoNC1GLkwpK/vX7ffR2Fm3zxHlNx67lNRRwOBxid3d3KVkD+67ZkrRPwPKJ9+7t8gMJfYwRcVTFot4f3XDb6/XQKz2gALu7u62XcGdnZ2kPnJO7aGHC624NVmWgSlAXHzpXmnFRzz5Rz1QtRND3ErAf/ntxwhUtFBKJxCMfKhNVR60KJSZKKUv6ix4iJrugZ0rlHcsMh8P2yJBSSru4Vrlf02W8FhmLACzpM5djkXHK5avue+Y46FHa29trvXA+Z9SZOgbXTU6yVA9HxkMAS6H0EbmsESIfs/entkZwg2ttb1PtN6Hfq35SHeiZg12n87PqaY6FnkqdN287sflIgrWF0EW7h3c54XJrkVrQtJ7I/U9ioXURkRXQBbySKFVWNSKni/jBYICd3g5QgHvuuaftKwmWQg+z3d3dxf7+fhsawDYpULUdtYBSUWsiCpIyErPI0xbNiRNahnto+CXr3tnZQYMGV65cafszHo/bsA3PZtXlvYrIDNvT340SIu2fegBrpIrPN7qmnjrtjy8E3BKoC45EIrFZILlSr4jKFiCOBqAHR+ug/OfBw5SVlI0MvWOmVgCtnGV2OQ0XrHm0VGdGxh81VkWej0jOUicxzB1A26eTkxMcHR21fd/f379kOFXCoPOiBrsI2j+Oj+Hx7OPu7i6AReZFhtjp89HzqzSsv2bo80y9hEdY6F8X4Y70rZZTUkQ9pvo/2mPt+pTZhvk7pZ5WIpYhgtuFJFhbikio1/7juzBcx/2tXi0qRApxT1UbWfO0nLfpXhVCF/atMrEQQVVsWocqbiWQPg+RRa3258ktanOrG5tVSfv8sn9LCv18nxkXBKWUVvlzfxiAJUtbV18iEutWUF5TYu5z6Ba9VW2z/qjcKmsm700kEpsJJ07ryJMIHlrnHhlgWdbScEOSBSx7T1RvqSHIF/M1nclX12mRMUvJFtvxEEjCDU5dOl69QqtC+rRM5IWqPRsfX+Qhc5Jc80qxHxGpZn36XTSOqH/a7yhUXtv1PtY8hf7bitpObC6SYG0hlIREgpHKBbic/cfLaDiAkyAKOv7RCghcWKnc40WwfJeQ1TZ9cd+GJxa0Fj9d8LMNltWNwRruQGsciaIKYlWsrujcQlgT7jVvDceu881yLDsYDBYhgkC78VZJFs/NojUwClVcFVpR8zrpXHPenNx6iIorFg2nqFn21EuoStXnMEMEE4nNRGSs8UWslnWjIXWZkqvRaISrV69id3cXOzs7uHnz5pKniG1QNmlIoC/E2QcattyI2GWY7PIasR8ejj0ajQAAx8fH7Tldg8EA165dWwpxZ/+0j5HRT/u1Tqid7lcqpbT60sfqBMR1tbetulDXHNq+R8p4326HePuz9qRLw+EQs9kMx8fHbUIUTd6lhFo9VFwrRPvQvL+JzUYSrC2FKxP9U4Llwlg9F25J4/d8dXLG9wzJIImgclKl4G1HilNfOSZVviRYu7u7nUJXQwQZd68kRS2bkaXLzz1xC6enyGVfdYy68dbDCrQ8+9He01t8T6V7dnbWEl897FnDFmtp4xWRdTKaY2D5TJKIYPncqwLVpCPers7fKk9gWgUTic2Ek6rIULbqPuAilJgE6/r1622Y4EMPPYSmWYRaX7lyZSlMTHVbFP7FVy6u3VtxO158lY0cp4ZOUz8BwOHhIY6PjwEABwcH2Nvbw2AwwP7+fttvlfHUA66vdGxdffJ5VmOgGspU/2gqfCcw/qyiurXNWvvuHeO1iKBFpE8NqySM7CvDQUmw/Hfn8+gRJiRl2o9VRuPE5iAJ1hZjlbDv+j5SGDXyQ2XhcciqlCiUgfhMplpbKvA8pILhc2pZciEdKW9tq2thH33nwvV24cSHylbncuk9LsbOe3SsumFXhbtbIaN50fbcihxZlFnelVxEsJys1sokEokEEOuVdWRsJF96vV7reaERSo1lkQzz8GjdG0b5GrXXJecUkVcpMipqWSVjevRITabqe/287qK/yxinfVHjoGMduR6VcZ2gniF/ZvqqOi7yKGmbSmrdWFrzqun9XZEq6bnaPiTB2lLULEg15UCoxavf71/a7Kpl9H4nQpGnRwlAbcHP+yOl42P4vU/9PRSUJYUY1cmNw5oNj32IwtI0DFCzCqmS1nOwXDg7saFyUNKjHida/7RPnNMbf/IGGjTtBl22oeGb7BM9hnxmOpYa3AIbvXevlYbkROERqgj9QMwuwqrP1pHKK5HYTMxms9a74OQhMuhE4HXK6Z2dHVy9erX9/vj4GPP5HOPxeMkg53XwO8oshrlrCKF77Wu6lVhH7qlH5fDwsJXhDG1nciaVv1qHh1pH4ey8R/vcZSzkNXqq5vNFwqlr167h7OwMx8fHODo6WtJLkeGsi3C53o88Wh62GdUfGUypa123MAxzNpvh6Oho6VxLf4ZKbDV5R7Ru8vVEYvORBGsL4da0rlcXThoWAFxs/o2EBgWYele4CHdPj4cFRpYgXazXrFBKoh56ykNtX50cqbVqMBi0sfgMU/TxqiJXL5Dvv3JLqIdpaD98XlVh93q9pQMcqbSdoEyftSjTP+svKXcuIqj8NXSQ5Xzua+D8+QJHyZyGnCrBUrhy1ZTDOre6wOFYVlmEU2klEpsHGptUptQMgDWPjV4nmdjd3cU999zTHjr8wAMPtEato6MjlHJxfIcbx5zUqdHLjWk1uaSeHpaLvBzcR8txz2azdt9VKaXVW/v7+9jb22tlsJIPD1/3THjazxqR6ppLZlZkf3gsStMsDkDWufFnpXqN/Y3CyqPnqrrcw/gj4uTXCdfxGobJ3wMRrTu4blCyWiNY6+jbxOYgCdaWwv/z+3V6VPRa1yLXFUokyGoWPBV+KoyjvtbCH9imCsDRe0YovYLxHxmHc1Dbg1aDCmi3SNWu65zouGr9p7LosnjpMxq8e7EAmP+R+dJzikgyyS3vrVkmva1aKCDr6SLrtTqjzz5Ptd+Kz9k640gkEo9cdP3/rumKCBGJIZnSxESsd1VkhdahckwNRncim5SoqQFOdYPueVUjZhdZqiGal646/HokrzVtuc9DREJrxKOmH5Sg1vSP69va7yMiYa5XIuKnWwvYXtczT121XUiCteWIhLFa16JQCWDZK6QeqShTnSoKFXQucPnapTBrAjIiMR/1wx8FAPjtr/ntS3X64cK6sVX7oESEwpPhELTczedzTKfT9r17r5yo+h407RcJ5nQ6XUptr4c269zf+2/uBQC89//93iVrpT5DEitVTG49rf0O2F/ttxNR9VqpYnMS76Ec/jzVU+WEjtdcydHCPZ1Og19FIpHYBKjsVd3E79ZdtKr8OD09bWXXfffd1yYFoodoPB7j+Ph4qW6VsYTrQSdaUQieg7Jf63aCpbKx1+u1YYGUlQxvpK5wD47Ogc5DpLu9v5oYglCZz7qoA+nNunLlCpqmwdHREU5OTtowTCWKDkZfRH13+G/B+x3pGydfrGc4HKKUCy8htz4MBoOlunV/Vq+3SJgyGo0wHo+XPHaRQTUJ1nYhCdaWwv/DR1a9S2cuYXkPFl81o5Ki5nmpfY7uq3l6/LMTIwB4559856X2dN8QSdVgMFgKw9B6KCg5No6T4SRKtnR/kx5E6P3VA4vVAufjJsliOyRaGrJ39BVHQLMcwqjhdZF3zpWMKlFXpH5fLUQnIl6+2Oj6PegCwhdPfo9bGXVPWSKR2DwoyYjkas374rJcQ+h4ZMjOzg4e9ahHAQCOjo6ws7OD6XSK8XiMk5MTAMv7SdWIxXojz4nrxMjI5ASMusRlI8vwSJFSCkajEQ4ODgAsDhxmmB7rZZuR3uUcaCZf3UNUM3iqfojID41dpRTce++9ePSjH70kz6nLWKZr7mpeJx+TGwu9Lp9v7QvL615gEm3OeXSmmPaRxlo+B+5FizL/8jeQ2A4kwdpyRAIYWC/Ui9+rwHaiULvndvvj93e1we8Pn3h4XunFd1QMulE58rR4n3g9imnXz139cuFPqALSPW5Uxhorr96pUgpmT14Qi52zi6QWkeJy8sZrrqi8f13kLPq+Nu7Io6lz4li3vpqBIJFIbAa6yNPDqU/lMY1e9ADRA+PJDegx1/1HXt86uiAiFhoJwM985d5gGgNpZNOwRuoI3Uescr5mCGMZDUF0uIfIjZWRYU0JJvc5R3uAncCpATHSY05w1LhY67v+sT4mr1DDqieuWoXaOknXEKmbthdJsLYUnkyAAkWFSmRZIlQ5UejTIqSZ8/w+F+yKVQQtqq/LA3fP2+9Bgwa3nnALwIWiYp93d3fba77vydujUqV1i54rJqLQzIGRh83nzDfl+l6uyWTSWtOUEM7n8/ZQ4V6vh+EbhwCAyZMmbT0q3DVzYOSZ43t+t4pkRc+vRrB0HnWh4nsGmICDddVCEVlW5y+K708kEpuFyMhF+H7SKBGB1uHeJcpWyiZmF7x+/XorW1T+n56eYjqdYjKZ4MaNG+1C3WU4UN9XpAmVlBDpuVqsZzgctgks9LymprlIIsG/Xq/XevNdbzAkXkkZ29Jwcp0rn0/VD57Z0ef69PS0PcB5f38fj3rUozCfz3FyctJ63I6PjzGZTC550IioXs6T9inaS83xcs78QPvT09M2HJTz5gSaz4e/PZb1NrUfrEONpat0ZWIzkQRrC+EKQBfYbhkCuuOHafHTBbqmCFfS1EWu1umzvmp//Br7/rj/+jgAwOv+59ct9Y2bb1VB8N4otp7zRMFbCw2sKYlo7jwMxMldKaUNC2SYoG50Jg5+cBEiMvvW2ZKgd8IUPV+2s+r5RmTL5yd6nqqUOEeacbKrT070vI86X6usxYlE4pEPJ1nA6miGqA7gQp4Dy/t4mAVP9+aSLDgpOD4+xuHhYXsIbZSVL2qfMtQzIzZNs5SNjgv+4XDYpmDXw48nk0nbtrbriRcoT5UoRckhXBco9HvWpcSBdSsx4V6mwWCAa9eu4d5770XTNDg5OWlDMLl+oOGypucj+P5kNd7xWXILgKaw57wfHh62xjqdb4b5qTeT46ytD3Se+fucTCZtGSXRie1BPvUthXoy9FqkxJzI+CJXF8jRZlO9r7Yor5ESxyqFuqQw7BBeDwtUwuLWpshLEoUDukLVUEm1Fta8gFSITuZ0fxaFP4mWKrgGy3Pb5W2qzXdtnmtQ0ryqbGThq8Xva73+W4nmWwlWIpHYPLjxROWoJzfo8g64zNJX9/5Mp9NLSSBoXFPZ3u/3WzJGwlbTd2yHhjWeX+XtsA0dF/cKkxjoeVaqd5QAEbyvaRqMRqOlM6vYb02mpGRT6+ZrFGLvc6xki0kvTk9PcXx83F4nGRqNRu2ckWg5PHye7z1c3vtH4qVGSUZLNE3T9o3Prmas8zWHR1nUDNOcE/2NrRt6mNgMJMHaUqhAjQRAdI4TEFsR1Ro2HA7b+lVordrYqe1ERM4JSm1RvaRkClBQ2k3Bvd4i449ucvV7GUqgyo6hgAwF0XARFcpK7vxsMCepbgnzhQGFvl7XBUB7mOS8Acqifl7TOH6tQ7MfrRtr71hFZry/BC14avl05exk1MG553uOL0lWIrG5UEMOF7QkQbofScvwPic8fI320QIXCSV6vR7G4/ESqdHohH6/j/39/dabpPoiIoVK0njNZa0mV1B5yHOZer1e6/nR6An2xz1iOj/9fh+7u7sA0I5LQwWZ2IN9VQKjRkclLep54xww8oLP6OTkpB3neDxGr9fDlStXMBwO0e/3cc8992B/f39p/pzAqD7TttzYxnnVcnzPhCb63MfjcTuXnE+HR2xoKKn+NvTMSvd4UUfRq5UJmbYHSbC2EBQ+FI6RQnJrTuSxikgTF9KsW2O7a4vgLk9IzVuyyuvSerAKWkubnhlCgeqK0EPYnHTqJlgto3WoxcxD3HQu3QILXD6DhQrLvVxnZ2dt+MrSmKV99x75c4gsc9F77Xf0Xss70STU2unx8vo789T1LM+6fd51cZRIJDYXTp5072YEl1H62aMQNFxQIxx0/43uUWI5Gu9qER/uBWM7EelT75UazGj0K2WRWda9LSr3PYIhMmiR/ChhAtAeuuxkVcPvPIutjl0JEfXk6ekpdnZ22myMo9EIu7u7GI1GSwZZnzMlMu6FcoKsRFO/dw8Vy+r+6cgIHOk+J1oacqkGPp1n9Zr5WiKxHUiCtaXg4j5yrUfeIidbnj3JiVCXNS+C7y3S8l631+MKobV6nXuw1MKpnjkKRh+zWzM9LJCojc1JTtRn9WT5hl0di5fXjdnT6RTzZo7SlNZCR7g3S5W99iWy/vn7LkRkysfi3/vvRRctTriUiEakrotwJxKJzUGXLqEc971HEZEh3INFEkT57cZEXxhHesONj64za1kH+cooCe4d8r5wXBwjdZue46gh5CRE/GN/9Twx9ay57HWS46GIrI/GPvXO0IPGsfE7hgr6s1WCo22wjsj4qwTLSZaTJ71/lWHOiSqvcVz6OXo2fH7e3mw2u6SrE5uLJFhbCAofJ1h+WCzLuuVIBZteU0HkYWhdijHyvDghAJb3N0ULalUAOzs76JULy5yO25WqZmYCLhSenmflf67sOa5o0e8WPp1L9pl7rNxT5X3S0MGmaXA2W8SzMxuSK1uGf6j3R5OS1EI4vR/Rs+uCl3PLs4aoqhJnn92TFS2uSllOU5xIJDYPlHVqsIoWt8DyPk+HllXjmYZ4keRQjlJ3eAILN0rpQl9lrYcfRnVEiZF4SO9gMFjay6T6st/vt54t9SypPh+NRkthgr1er9UPZ2dnODo6AnBBuNg3PSZEZbN7r3TdQH3G5A5skx4zfn92dobDw8NLzyeS4RqK58RI1yFOfiOdFhEm1b98Br7nzMP9fe+Z9onzo55NDek8PT3F6enppXEmNhNJsLYU6kWIrDVaTsvre1+kq+Dy8gpVSk6WIk+Wlqkt8N1tzz1Y/I6LcfWsRaEBkfekRqh0bJGly/vmFjadSyVD0Rh9LktZhA7OmzkKSksG3QOmSjN6lmzXSaFb6XQs/v52vUdOithXnQf/jemf96H2bBKJxCMbkSe/SwfUdJjKB/dmKHnie6/HQ9Ii6N4p1TMsr/dFOsa9QvSCAGgJoIIEJiJY6v0hSWHa8vn8ImU7SRrb0AzAnFP3XGn/dI40tFGPF1GDJe+P9iFFMlxJnZIg1QfR3LiOc0KoulHv0XFH77VfXW25J5XldB9xYvORBGsLoR4s9ei4YNDyji5CocLP66h5n3yxXqu7C2pd6/V6bRZB1usWMBW4UWik9k0Fs1oklRhE86CbiZVI8H4qoNqmXldqSjJay2ez2EDMOQCwdLYXoR5Av1YjwToW/S76XCPUEbHz8EmHK7doHlhPZK1MJBKbg5qs0NA93Sdb8zJ56J7KdtdXuhDWxX0UjhYZ7bigrhkptU80rmnIn6aJ1+gS/mnyi9Fo1HpNNKRPoxmcMJ6dnWE4HLYZDbUfEekjkWO9+/v7l9KYn56e4ujoqDMCQfdUrWO49LnyOVcS68RnFfQ5Rl5PElDVm9p3zTrp2yL02XokTGI7kARrC0GrTymLvTuaphXAEslyhQQsW2kigcLy0YI7skD6Z9+742QrIl9u/VtcvHirgo4x7p4RSImCW6T0e/ZRFWnkLaLgj/YPqSLW77Uv0X4sDUNhjHlBweHhIcbjcUusokMga16p2nPwsfCzfsfXWhiMj5fv9XrN68ZrquC1bVdeiURi8+DGJb3GkGkAbRIJPdNI63ASRKiM1HAzlbXqwYreK9yQ1EUgvD/0NA0GA4xGI4xGIwBYSj7B8ezt7WF3dxf9fh8HBwfY29u7lIhC9Tj1hYaM889D56OwRfZtZ2cHBwcHeMxjHtOmqScBvHHjBh588EFMp9OWjCnRdH3C9pU46ty4zHcvINcy/rvgc/Xnz/FzTlZ5qXQvle5/Ztgm//z3ooSK86vZhxPbgSRYW4rImtLllYpQ80bVrFLrQJVpzXuh5VxAKsl56EsfwryJN7d6Ug8X7t4Oy2nogysCJ1gaalKzyLn3Z8kDFwh9J2tv/Iw3AgVLFjw9K6v2PGvP16146xCXrgVERLgjdP3uQvIs7Tyc31sikXhkIvIGqbFnnXuBuiyseaY8XDAiAhGZqLWvcH2jctwNUfSu9Pt9DIdD7O7uXvJaEdpPerjoGSPhcp3hREC9ff1+v80IqARrPB63YY3cw0Y96HPHedD9Szo3nDslR+vMcU1P+DNatcZxQ7LeV/ttRP1f5/eQ2EwkwdpSeKhVF7HwJAk1b0ZkRXJB1iXUonKRF8frcEHcWrY+fLGxdjqeLlnsKAh1E6ueIeICUsdK7xfroeUv8q54HHbNA6dKyzM/+VhJ8Ni3G4+/AQAYNkM0TdNmKWL7vil5lcUu+j5ayETzHz1HPXsrIov65+n03QKrBoFa2vxEIrF5iDzYwHKCCCUJtXtVprr+Ai4SIrFuP5MqWlDz+iojlntgtB22T30yHo9xfHy8dCiwEy4SGIYTDodD9Hq99owpbVfD0WkopBeGMppeM4304P0kY7u7uy2ZG41GS8mhgAWpOjg4aJNaqJ7U1O16nd65Wth47Rr1YHRciT5T/+14aD+w7MX0EEtN1e+Ej3PI/ivp0vOvtC9dRwskNgtJsLYckcVPMwaxjHtl9P7IKnM7njAvVyNaUV21EI2zszOM3jRCaQoOH3d4yeJIZawbgCNvkveDBEuTSrjlSj9zHnmfkjslQfyjwqRV0vtE7xSfxcHbDtDr9XDrCbeW2lbS4l6xruejzz4KKVzHIttF3PSz9omk0gmWK0YqfSovPoe0CiYSmw/KA8o5Lmz1eydZHg2gkQaRzKdsdo+LGndqXpZIrroHxu/VkDyG7JNAKYlSIxT3XTFEkOGEmjmQbbD/PBSZ46Mxjnp+OBxeGCfP08Wrfid5Go1G2N/fb0kW9ep8PsdwOMSVK1eWyJmGbc5mM4zH4/YeDbHrCg13AyFwYbxTvapQQhSRcydg/OMcc/45LyS/ajQkQdRnzrEpqdTfYhKs7UESrC3FusRHy65rXbob7a7yekVeJv08n8/x2B9+LNAAD37tg5esS1q3WgcjgqWvaiXVcqpkV40rUsROJJWAuMVNr330Kz8aAPCaF7ym/b5GmFXZRHOqZLH2zKP56SLY/N7bZ5mu/tTaj9pMgpVIbD5qXvTaNaJLznaVXyfcsKYn1u2/71+lh4l7y2iAImrGRq+31leNGlB9wsW/7gtWnelh9byuniolnyyrKd+1n0r+OH4tQ6NkbQx8D+BSuZqh9Hbguqm2DvFtB9q+/7Ge1FfbgSRYWwxdxPuCNRIsKtgYW+1u82gB3KXIoj4pIgHl4WJKnvh5NpvhTV/4JjRN01rMnLS558iFdk2Ju3J2ZVHz6kWW0l7vIlUuY+fde6SEysfw+j/9+kt91nkh3HvloYv+p/NVC6vh/V3kSsfO14iY1ZSRKi4Pj0wkEpsPegzoKQBineQyxuU5ZT7fq+HKdYtGAFCmaiid6zZtm/rHEekH3xc8Ho/bJApsazAYtJ6q3d3dVh7zXCXqLp6lyGRH3j/+sW/UPfR8adl+v38pvI9zxvA/nnfl54ix7+rB0YQQ0+m0PRvK5037HOkhzfYYhU0yEkLPDtPfhtftJExDAyMiGz13/i53dnYwHA7bchqGqR5BbS+x2UiCteVwq5sLEAp7vab7lXTzrC/uI6/J7VgZa4pIhbh7plSwHR4sDjNsxhcCWdPKqhKNsu7peAgSLJ0XVyxd0O+dYOneK99wTMXiBOv0MadLn9mGh3fo92691OfDRQnDH13JrQLJelf56HvOIZU436unMNq/kEQrkdhcUC75ftdILjrBcpnp8r3f7y8Roci7FOkuDcPW7LK8zsW0L+753uWz6jL2TUPQh8MhZrNZq7v29vbaMh5eyPLUZ1Got+oDhqKrV4tkknJ4Mpm0oYR8DqenpxiPx62nje+VqOn+JYYj8lUPTmafdC3hBkZ/Hpwv7TeJKPvJvV6sW+vQZ+HPWY2uqqciw56SaSdkukdrMpmE64nEZiMJ1pai5p3xzy4QdMEdLZT9ur+u6pMrSidZwPKhj06wlGTd+/p7AQD3f/T91TF72xTabMeVrra5znjWmWcvr0SDUGWt9T76DY8GADzw5AfC+XMPo0IJF4mjEmP1mrn3LKpH+8l6a+WjRUfX3GhZbzdJViKxmYhke7Q3VOEh4BF0MR15T9SQ5gaqiLDV9lfpOLr6sWrsJAj0hrB//F4zA7J8RKi8bl7Xw4HVsKU6wokJ2+HeKjWM+Vx6UqhVc6B6WPuxSodrndG5laqTalsF3IgZQcu5/oqMmu69TGwHkmBtIVxhActhd/5dJBTUsqSCTIVvbYGt/YiEjSorKha11EXnduh7CvPH/8LjgQK8+4++e0nQ0cJFhcJMSm6BouLweZtMJksWylWC1i2fPgeenZGWUQ9bZFmdh8f/wuMBAH/wpD8I61aF5h4sfe/WXbV8+jklxDqk2ZUtfyd6FokuDNiniLxHc6jnjSQSic2DL87Vc6QZYFUOqOzVhb7KQD3faDKZtO1RFjIMXqHykvKVbZNkqAfLPTBqzKJc1iQN2mdiNpvh6OionQuGAmrmwNls1h4Y3DTNkgfL5aiTJc3YqjKafdH59j+OjWNWsJ9NswjTpxdnNpst3avGTdUBTqrccKiGOt1HxvC+/f39NtKEpFTXDnq/Ro3o1gFGt+g5ZPT8eTIm/hZYJ5+B/jbWNc4mNgNJsLYUSliUnKgQcM+RW2bcoqdJEpxcRda8yMrnhEPJk26kjQiWHvTXEotmmSD4uPhHoa9CnaEMOuYoPNGh3/n3UXkdC8MsqCg4l+yXP7MG3eFzfrAhFVsUv67Ei3WqV8v7smpc2qYSWM2qyHv9mWid+kwiD2cqrURic6FyjMYZXaB7xEHkKXDSwkWywsmD7qlR+UfD19nZGcbj8dJBs5oxj+WdBLj8VILIcSoxoqGP8zCdTlsCwb1Z7slin9WTpa8qe924FnmLagY2jo/94jiAi8ORVZfye6+P+pfz5HPkhlsnXXz2JHHMqsjwSh5doqGJ+hvR7QOqE/l5Z2dnKVsgr2lfWT/rJXHW9Ujqqu1CEqwtRZd36nbvB5bJ1cPpgytIX3w7edHwicj7xusulP1+pj/XxT1jxgkqi/l8jr2HHsLnfu/34sf+x/8RR/fcs0TguqCW1Igo8LNaxjzcQ5XKqvn1Mm790xAK7SPnzC2KHgKi9Xod3q5iHe+mEmIfvyvWVFqJxOZhnf/bKgui1NjA6oxwkf5SEhcRDNdFviDXa96mk4hIn2pmvMhIqMZB7Yca1bzPPlY1XOrcORmI9I/OkZ93uEof+HPRTIPRPEfEx+v1eXFvFY9X0XBItqlkaZVu0nHr86jBf0OJ7UESrC2ECmEVNF1Cwhe2LmQj8qLwMl7WNwU76VALpgpOVSZ+PomPVy2ItLhpliNtp2kW2YFIsNRq2uv18Kk/8iP40Le8Bc962cvwyuc9b0m5uodLSYqTGyA+y6smjKkMXLBHGbai8LmmaS6RTQ/V0I3DrI+/E7UauzXTn7Uq53WUlkKVNT9HZFt/x4lEYvPgC339U5kwHo9xcnKyFP4NLC9wIzlUk7UM02YdlN+678j3RPGsqag+JU01Lw3JkoafzefzNpxRjXx6jtV0Om1DGnlPLUqFmQlZjrpUIzZ0zj0k0mU7z8fivEReol5vkXxDiZzrEz8wmHPiz0pfHZ74g+eC7e/vL3n33DjLhBz629IQedWN/F2wfC2skX3nAc3z+bz1sCW2A0mwthS6+Fdhug7Jij6va5lxkqaCzkPDnKTo3iPfjxX1T9vUMbtwVXJCUkVFwNAFKrz/9W/9LfTFq/W0n/s5PO3nfg6zfh//57d/e+dcRIpcCRjHE/WfZVwRcGy1LElRyJ2W47z7Xi8tr0pNlbwvYCJoObc81uaJz0nHoeNxK2VEUBOJxGZAPUTAZdlBmcD037XykWfE4V4mN6xpGJ8SLW8jWmirntX9tWxX5TQJCa97AguSHe+TkiAu6NUwyba1bjUoqi7kHOh4tB5CDzUmgXDjp6bH1/nyUDw3zvlaIXpWep1rAYZNsu577rlnac+dGlVZ3kNGtV31rnl4oOoeJXBKsPRYmyiFf2IzkQRrS6GL1cjr1LUAfjgWGBeeFE5KGCLBWSNOq8qwbr9HF+quEDXU0L//Z9/wDfic//pf8aTf/E0MplNMBwO8+WlPw8980ReF86hjjVKnR14ZH5taZDVMYp0T4bsWFW4R9UVLRJwiJecELZr72w2NiPrsv1X/DScSic2DkxaXU2pgcU96RKw8FHwdL4nKGl1k0xOkUBKi9as85QJd+0GZPp/Pl47t0Lp0r5LKf50DDfPTyA96ljR80I2VPo++RtD502skNEoCXae7B5B1+T5gtssx6zOIEBl93fjI/WD0DqpHjv3QfWnUaWpE1Gvu6ap5VVNHbTeSYG0hKFj0rAtHZIXrIgc1JeXl3IKjXhIXrhSINTLoVjLFzs4OEKzpWTfjsT0cjsKfCokKjSGG7xuNcDoYYGc2w6zfx85shvHuLg6vXEHjCSiaZe+c1q1jj+ZTyZiOkfUuWRaby6nPXSEomfXfAsHfRAS1oLpi8b1aajnsIupRX9zqrP12D2Sk/BOJxGaBMkblinoPeGgtZTQR7X1RWcTEB65DNGxN9xapjGMkgSaYUFLjoXQOXeSrnmHbw+EQe3t7rZ5ScuQeEMps9aoBy0a96XSKo6MjzGazNkSw1+st6SMlGUosVIdwLtU7NhqNsLe319Y3Go3a7/1AYd8bNhgMWrKpkRlEzQjr6xbqILbFMEQmIjk8PGzHTe8dM0eyH0wqpQSLf03TtF4oeh+dHLqnT/vgkUKJ7UASrC2ECigqpXUXwpGHpYaaJyq6zy2PUZu1a251a19R0CA+G8oFtAvuKGzx4OZNfPl/+S+YjUZ4zbOfjdd+0ifhj7/qVTi4ebMaohaRLPbZx+VEUveZ6V4wKoKLzl8c+hw9w8iqG80jiaSSJlWoCs+epAueGsla5zdG8ujX+OpkXa8nEonNg8p1lSsAluSkygBfrNd0kcvhmqzUcho9wEW3eoDcUBhBPVhKDNkmw/h83xCNgt73SB7qZx52y8RNrEfJJTMmEjoOHTtBvTQcDpc8bp5EQ2U2x0ZCqffwvbetpIyE171t1D06Hg31594ytuWZbH2e2Qf9/dQIVaTbdB0R/c4S24EkWFsKF86ECtKuBXEX0VI3OctoAoqoTgpfffXvVZHVlONSv8uCZHliBo2fdiWsVkTNBNXr9fAnfv7n8cR3vhOvefaz8ZNf8iUopeDlT3jC4v7Am+KWtlUeF1XcFP6+oKDltBX0qKe21fASltFx+tz7XFORR3Ur+VLLonrO/Lnq868pmxq5dnLlv911vWSJROKRBV2cA/UwZC7So/tcjtQMXF6nLrYpx0neCDUosbyHXLMuDePTz6qbSDyc7LmcrsnRqB2NnvBFv5bV7LWsS3WI7x3TyA+SHCUj0UHOo9GorZ/neHGfUvRsVQ+pDqPRkWVofCSp4it/E7X1QgTVa75XTgluF4nW56H3rxPan9gMJMHaQqjApfBU4QV0Z36LlBU/u9BnW3qQI6H1q6CqWRlVKfmZG9pnKqjf/rzfBnARH87QjsgapX1Sa1av18Pf/LZvw0DCMj7hl34Jn/BLv4RZv49/8g/+waW+ekiACmP1YLF+XTioRU1JKcuPRiPs7u62iup3nvs7ABaKShWhLgzYh4hsUSG6onZrbPRb0N+OPntPuevPUwmcIrIeqxKLrLXRvYlEYjNAr43K9khORF4tD0ej/I28P5HRyxfGqluoU/x+lYNKNtgnNbYpQSBxUa+VG/6USEYeMwf1JMPkNIkF21CPT6/Xw3Q6Xcpg2DSL7IwAWg8T9RQ9UfSQkaBFBz9rn/QAZ00ionvO2nMssazLOFb2k/PDuuhNG4/H6PV6bd/1uSuZHQ6H7dpAjZlK2nTM+luirnPiG4FjiA5+TmwukmBtKdR6peFgRJeXAegOy4o8WHxV4nY7giayPEaeM1WEJ/edLK7j8p4hJ1ZqIXRF9n/+lb+C/8eP/zg+5vWvbxNbvOlpT8NPP/e51fmIPC4RMZjP50uKgv1SDxZwEWevMes7OzuYPHaRtak3v4iT91BBt+C6147l3VKsi4TIUxSRnK5nWlNE69ynr3q96zeaSCQe+XDvVeTl4CKZ5YFlIxY/u+FrXfmhOkEX+k6ygIukCrxPF+86JiVguqCnx6XmzVnlNVGDlO4Bcg+W6yQ1ZNYSaPizIJSk6fdO/jh3UQQEvVlKUBUafqi6ke0xrJLZAunNcnKr9/jvKfqtuUGW5db9/aheXaXrEpuFJFhbCvWqkGRptiIgzqak19x7pXX7X60PQJwxyKGCzr0k6vVRa9Nj3vQYAMADH/0AgOW0u04a9D2FN/9Orl/HZG8PO7MZpueJLaa7uzi9fn0pNFA9V5qkQvt/af+UjU37HxFI3aDc7/dx3+/ctxjjkx9o21OvlSpyr4tzzvducfRnWlMMTtQjRabjXIV1rYFJsBKJzYfqGTeE+f4gJSBKePhZy6oXil6yaGGvdUceNJeTjJTwUDw3FEV1cRHvxEfhJEv1INvXs5v45yHnPl4NEdRoCyVdmqJedY3uiVIdq3pMCW9EvCI9qPOldfj37AvXAIPBAHt7e62XTc+f0iyLOvdKot2D5ZEtOj6fS3++WnfqrO1CEqwthJIrtTxpmlIXNkB94evKQwmHKzXgssLoUj5KqtR65VDlBCwE8BN/6YkAgJt/7GbbtgtEVzhqQdM+Xzk6wq9/0ifhNz7lU/CMX/olHNy61SoyzqMecugx9gDCgxS1DbWSRXvEPFa93+/jcb/wOADA4dMO2/Hopm+Ps/dnqt+pdc4VkM+HPzNX1jrHkUWwhsiyqM/Df7ver0QisVlQL7rrIicQmkAh8lS5LOU114dqNGLduvBWqGGJ94xGIwDAeDxeMrypfPQQN+2XkoDIYKVeOeoL3X8UGfe0/0pQo6yEqnc12RK9c9onJs0gaAB0YyX7wnBIts0kH77HqkuH6V4w9odkiIcLsw1mEZxOp20YpOuXaH5I1Khvde2gZViPhzZqWSXNSbC2B0mwthjreJq6rHW1OqO6V5X39zVEZE/3CamAft3zXneJoEThiRG54yvfv/QFL2gF6k8/73mLeswyGoVeRJYyb1+vqXJb9drr9fCWF7ylHZta8lSR89Wtbzp/txsiqnOnpCuy6K5LgtYhSet4OxOJxGbB/7/zcxTqHYVxaUialiPJqBl+3AvhZSI94jpnHd0ateXj1gV7LTy7dp+P2fvthlEaA12fuzeOULns3ys51jHo/PgzjPSj6zWSNyWqWpYeShI4NSBTT0bt+lyuo49Zb6R3Ham7tgdJsLYUXPwzVlwFoAuAdb0DTlTWuX/Vdy4E1bLoUBc+AJxduXw+lpKASNB5e4QSEPbLvVZqBY0OFdbxaj95TUMc3Yul75csatfO751fZGvSDcrehn9mOV0I+Py69yiaPy3j8fhOwKJnov2qLXS8PQ/BSSQSmwVf5DtUPmqCBd3rQ9nsctSjBChTKfuYzMIXy+yTyiSXTdHCXSMvIj1DDxz7oJ4xekZ4je+ZtEnPtFQCo3WzrKew12QZnoRB+61eJ+2TIoosiNYDTrRIdJU4+1yqXiqlXErQxWu6luF3UXik3qcp4n3ePERwFUF0Ys96UkdtH5JgbSH4H18zCNHlXrOq8b1fJ9HQevleEVnd9Hq0qI4EY9QGv/cUsve9+j40TYN3P+PdAC4ENO/TerQPTn4ibxyFOWO7GSZBgsGQCbX4dcVvR9fcW6VzwvFyjA9+4oOXxqeLgMiyqWPU7/SZqCeOqFmTgeXNzrppel0Lrtepz92JXo3EJhKJzYIabhS+71bJAGUHZYXK0BrB0gQTTCgExEdsRJ76GrnykDLtq+oHbZPnUvEMKw8z1HOr1NDkpIhjJ2EE0L42TdOG2EVeHici2geeLaWkjcRLiY0+BzdSqo6iPFdSw8+Rl431cVxsmxkGGSboiUP0mWi4Pcto3bxXy+pfNP/u7VNvWuqq7UISrC2FC6yacuDr7QiFWtkayVq3DiVAUUibWpbm8zke8yuLJBckWKw38obwVS1n0Svr1kW/CtZo71I0lki56zgiT45fK6Xg+i9dBwA89EkPLZGpiFBFJNbh9/s9SnxW1fP+UiTRQieVViKxfXC579/5ayRDI1ns9bqMqcmbyJMR9UONZrqY974Ay+cXuvGPZdxrFOkPerlqURrax8jrtAp6bxRlEtXhz6Kmf0jQavfVdF5UpvaclfCt89cFX1Pd7hoqsRlIgrWl0P1BbnVx6xKwXphf5D1Zpx8sH/15zHckqFRAer8bXHirXOBHXhm1lNY8N6ybVjxavGjR07JRPzlXkSU12vislkn9bpUi8Xpq9/j9agWtERk/U2uV8vRnGPUlWuzUCKL/ThKJxOaB3oXoHCPKKPV2UB4DF8REs8zSU+HyV8PylNAAF3qg5onXfpZSWi8K79PDjz0MrddbJMRQz5YSL2Ah64bD4SVDntfD73wONAEE61OdwvnVuQFw6Uws1sf3TMYxGAyWDgyO9kTVPut86DxFZIYEUZ+N6lSdP+8nE29Ez51z4B6saDwRkeec8pnVdFKX3k5sJpJgbSlUyHoGpK7FuS9quwhYdH/kxXKloaFfq/bXeEy9Kpqufjtp0LlwLxZwmQgCF9mT2F+P//Y6CI3p1n67xbQWllcT9DXyyXmKDiKOyiq50TnhGP2ZeGy8E7zIK6jz06WEvW/6vrbYSCQSmwFdhHuCA10YK7GhXNAyvIdkRqGh6AzTY3u6cNaDgR0aSsZMeyQtfrg9ZRZD90ajUZt1UGWlEjo3OrJPOif08qhMVZKp+5Q4Twxf47jZVx1/ZBTU59Hv97G7u9vpsYp0iz7bKKSTZfg8akY1rdtDAdlnhl4qYdQ/JVh8Rjo3avzTvhD6TGuGw0zQtH1IgrXl8P/sXZ4ihQqaiDSt6xKvEZ51vRO0ztXG422RDKjydOJVW7BHffJ9QFH7TiJqdUdla+Np22ou9y0ikjVv3d3A3ahnHW+ntpeeq0RiO7EqqkKNXPoXGbHcUBhFOXTJGl/Iu4HSjWfatt+r/VhH90aRCl0EgJ9XnQOl7aser4X9adsPRya7kY7XlHhp2UhPR78Nn2dP5OHRL6y7FjraZZz0a5EBN/XW9iAJ1pZChTpwOV4cqHsT9DsnLV2eBhcw/t6FUKTY1MsFLGfn8b1RAFBwOZY+IkU10hERHvVYqfcvOs1e50fH4ETOrYI1wsW2aLFlObXc+rkkvM8totqeI/KQ+fNTJdzlxfK59AVC1++M5fz3o/PnCjORSGwG9P+8ExUnSowmAC68GSqjGMrGkDj1SEVGOiaXcBJG0DPCRTu9P7PZDKPRCPP5HMPhsA2fY/9VT6pnKRp7pKN8H5aX5cG6evgvPXCqH3jNdXmtHwCW9IrKew+n59g8sUVNJ/D7KLxPE3LU9jiznois8tk3TdN6MZ0oMYsg9bp7rJSksYxed2Othq1OJpPWo8lz0RLbgSRYW4raotYtV5FlzC1WbgnzcvzsYXa+WPaQxRpUcajQ8zYAYP9d+/i47/24xTWIxwcXfb7/SffjHZ/0DgDAx3/fx+P3n/b7+L2P+z0Mjgd4xg89Y9EOClAANOf9x4Vgf9uT34a3PvmtGBwP8Kk//ql4wzPegHd9+Ltw9cZVfPwrPj6c81JKW+fbn/12PPDkB7D/wD4+5kc/Bm/8zDfixuNu4NrvXsOTXvmki/aDOnbftYvjDz1eylqoCw1C5zQicfrqz77Lglsj5TXLpi4SvFxtoaFjiJTsKoKWSCQeuVC55Itw92y4fPG9RnpwrGeLUxnFPbWnp6cALhbgil6v1xI27dNwOGwJzHA4xP7+/pIspLGLRqkotJ3vPVzeyYd6pXifHh+ihjTNeEuDnOvZaPGvGRgJPgcatyJjYZS5sfZsWYbzEBEsDVXXOdFwQob1aRmSnfl83oZj6m+D7awyLrN/UbSOjod90QOjSbAi42dic5EEK3HJW+ILavVOrVrI6uK8yxpWW9zXrGhaRvsKXE6/ztff/p9/G0/5/z7l/AapB5fJQkQCHi6aeVBPA6DYZ1xOqFGtExeeuQYNjj/0GK//2tdfIqrRPje2w8/Rc+B79256mS64RdKv8bXmwaqRs1ofkmAlEpuLLrlTM/B1yZmaEUjro5yMwtYi407tz+UfodfVaKSvUaRENB9ahgt4JtmgsU1JFz1cbsyk3FfZr8lFfLy6Nyoao3rrnBy6N45t+3lRup6IdISvTZzsKKK9V1p3VFcUJqi/Ex9v1H6XrktsNpJgbSlckXhYXrSorgkHFzzc6OuWJn4fhXkpMdD2I4HmZbrK/9ZX/9ZS27VMUL2yEPSvecFrFuXnwHR/ilc//9UA0IaCqDVKLZH9eR/T/Sle8cWvaOu8ef0mfuoLf6r9rOEguqkWAMq84PBRh3jVV77q/AEBD33YQ3jVV75qac61Dm7YnU+W55bK1aHz16Ww2U6Xsro0f73LmZmiM2r4XuPh+eoKMGpXrY7eZiKR2Dx0GeM8PbnLAXowKHPVYxR5jTRpEe8BLs7bUjLD9hgaqF6XwWDQ7g+ukT6SC3qNmHxCQ86dbEVzo/2ezWa4desWTk9P25A0eqtY93Q6xXg8vqQH6P1RqOze2dnBcDhsvUq7u7ut/GYYpBMP18ucU09uoZn+lNgwKYk+MyejUTSEe/1U9+jcq6HWCaDqJffW8Zn481XvGQmt/vb4+0hsB5JgbTGcVPkeKsItRyqU9JqXdbLm16IQQe1XVFf03sMFvYwj6r8rQQ8F0Lr9Pg2DcA+RluUYqai1327Rc6jg9+cUWT4ZRx49T5bR+2t9juauC6ocPZRH5yv6i6zKXb8nryuRSGweal52lam+cFc5qfLZ5U20d1j1j6Z4J4FQvaCyRxfQPPhWjUaEyzklOtyjo+Sx9qdzMZ1OMZ1OMZvNcHJygpOTk/Y9iZeGq52enl4icpoxz2Us53dvb6/NNghgyVDIPVeuT1yncH702fT7/aUDijXzoz4fPgeGH5JAR+uPLmMcfztOrkopS7pTCZZHdfAZ6XX2RYm69lt/J4nNRxKsLUUUzwzEi1gVsrymqF2/E/gCPupXpOSUuOh9tVA5J1n6vcf0q8LpUnSO2nz4GGphdFE9fG5e1+30i/fp/fpex+vtu2cpIkP6e4nIVXS9a+68P13jSSQSm4NIlkWLdpd7tX0ybtxzI6PCEyZE8k3hOskNfnx1zxFfnQg5wWJZjwYBgMlk0oYHalIFTWgxmUwAIGyD1z0lvo6DZIY4PT1tCRa9OdonX0fwleU1goFl1UtFokXPmxM/JV0e2hd5C6MQRZ1X9aqxXveKuQE2ivSIfktqmE6CtT1IgrWFUE8HhZta53ShrcpEhSjrUUvQOovcmrL0sD8vW1NKfL+OF6NG3moCUoW+K0bfqKpzFYXned06r24tVSHuY9XPKvg19a6HfThqZVmXW/VW9cmtnLRo0qKslkC+jzxY0TOJLL/629R5TSQSmwd6NtTjo54JlaNR2LMusCm7uU9Js8E5IVBZxjY1LIx6QRNMsE+7u7tL97EcM/nR46QyWLPM1UK9GZ3g95FU0WvFsTFUkOOmd0VDEWv6SueP80Ev287ODo6Ojlpv1HA4XHoG1MmqNyjjNRRQDyhWr5WebcbzxA4ODlrPmepLhT4/9oXJTXyNwDnxuti26irWTd3DZCneLudYf0tKxvg5sR1IgrWlICmKwvLcuhN5KRS+GK4tdr3eGuGp3RtZGynInRgCwJVbt/Df/4f/gP/0vOfh6J57Ouv2xXrXXxTCqOOP5sf7rYo9igfnd76ocG+Wvvd+drUTWXC1Dxo+4eTKx6leKQ/385h692A5uYq8ZbX3+zdu4HO+93vxU1/7tTi9fj2c+0Qi8ciHLtjdoBIZWtyQRagxSsMLI3BfkN7DOthuJHM1xE1JHMmQvnKR79nmSLZcJuohwVrP6ekpJpNJ+54kUvdasV62ozo0mj9e15A6jq3X62E6nbbEi+/V6+ahmCQY9JRx/vgdDb4MAVT9MBgMMBqNWoLLedbnz7G4cVjDDv334c8u0mER+fZQVK2zi7B2GWATm4ckWFsICgEViJ69B8Al4aLx6pGCq332+pzErSJWTmx0D5Eu2oFl69OnvvzlePw73oFPe/nL8aNf8AVLdSg0RGEd75Neq33vHh5eU+FPhULFxc9qHdX7tM0a0e0it7qZ2tP/et0achFZ3Nhflo/IU+3P90FoHd7n6D3x8T/6o/iQN70Jz3jpS/Hzf/bPhuNOJBKPXLjRLNJRKnf0un5Wz7sSqyhrnYcFqiGS90QeLEIjHJQQMVSP+kuTT6iXyQmYQtOvu3x04qjfsV8cg5INItIJLO9j03nQuYoIh5fR8yJJttS4q9EX9AjRS3d6enrpeeuz0GsMHaRHTPU86+/67fh11d+8LyJXWiYyGqYHa3uQBGtLocKUgoRufuCykKHwcIGi5EwFRyQA/T7tA8v5Ip8Ci7HlwOVDc1meIR3f9l3fhYEovWe9+tV41qtfjenODr75G77hkiBW9z37qPWyTSV4PhYVsBqOwbE7seN8ubCfTqeXlH6k8PQ+J78KVcasg8rKSZuTN/a/dpAvr6kC8/A/JVWejclJVtR2RKxe8HVfh/502n7+Yz/90/hjP/3TmPX7+J8vlU4kEo9kRHKNckHDkGsLVw1x1wyAGv6ni34a6TTzm8pX9V4w7E/b1/r0sGKVw+PxuPUujcfjpRTqwGVPVWTgU2jqdR1nZMjUsWtiEIYY0sOl80fQU0XyU0ppx+jPiPqYclz3XamBV6/xWekByAzHOzo6wmQyQa/Xw97eHnZ3d5d0jf5OeK1pmqUQQc4N54EZIHW/VUS8lCD7uPS5ct7YZxLoaC4Tm48kWFsItbq5l8qFuFtifCOrgmW1bm+Dn31R39VXVRQa6qD3qyD8//xP/xO++Gd/Fn/sjW/EcDbDpN/Hbz35yfiRz/qsS14kJzoRueJ1nSe9HnmCtJz2lfVoiKZbWlXZe5v83GXR9flT4ufEVuvmew3R6Eopq5ZeDwHkdbcw8y9KyV6Dj/HFf+/v4dkvfjGe+Gu/hsFkgulggLc8/en4uf/+vwe+6Zs660okEo8suBeA14hIhrixj9D9QdG+LpdXqht08U7ZTV2kslDlKkP1VMbqfSRoajxUea0yO4JHX6h8r0Hlr+4zYx0kPpEXy3VGzVOjz0VlvkbAKCEFlsPZVU9SF7EM08V7WzoX+qzUsKdzqWGJrou69KgbTvV7vu/Sa6v0XWJzkARri6ECVcMmXEgRXUpOy7jny7/r+ux1U4B5+ISfVA9cbJ79g34fx/0++rMZpjs76M9mON7ZwfuGQ0A8S6pMayER7knxeXFypKF1Wkbvq3mZ/F4NHfT5ZjlVjgCWrJfq6fP3UZhJpER9jp08cdz+tw5xiuZC647qKKXg9FGPwmRvD/3pFLPBAP3ZDJPdXRxfvbqyvUQi8cgC5Wct7FqTYPCvFpWgZXxvFhf96rXS6wpe13DrqK/0CnURLNVxKrvd86V6y/+YaKJpLiJK6D1x4qUynPvMACzVwfOzdK6VkHp9Oteu55zwuFzXuWQZ9RJGz89Jpxp+NVpG55xzrHrPE0tpn3z9or8Lhxs83euo+jkJ1vYgCdaWQhfaXMRreIJbqfjqi3C9rkorUgaRt4VKrMszRiWqqWe5oVfB8IFer4e9mzfx0x/7sfiZj/1YfMbrXoer54cvEu0hvRKXHo1R32tsuL5XMsLx64GDSlxV0XBsfK1t3tW2dd6jfUxRHD+VkSv66FmoYpvNZmGsfmSZ1BDBKAQwImBRGIb2hZZU/Y7zvX/rFl73mZ+J1336p+PJr3wl9m/cyPCLRGJD4fJXiZSGrfGVoV/AcmpzXSRHxjX1juh9lHGUi+wPPVS6UFcDoOpVXXQz6x/r8D1YzDKo8k/lLV85Bh5s7EZDDQUn1DvGUDb2m9fH43HrVYvI0Ww2azMUdhnTVOfRGBiV1YzGDFtU/cln4N5DfWZOVNm+zr0+A12vOHmMjMzqCVNE6yI1aKoedqNmYrORBGtLoYtZ36dzp4Kgyxux6r5aW+5N8fhy7aeSnH/y2Z/dKtF/9ymfsuiHeIj0PnX7u1D1+dKFvnt3usbVVU6VQUQwawQrIsFqVWXdkaXV+xm1GXnaapbK2l8Ntd+K1sf3UZ9f/hf/YjsvP/sVX7Hob7W1RCLxSEdNlvrem1V6q0s26aJb5Xtk9HLdpPpEowWisu5J0bJqFFN90DSXPWk6bjXQ6T5eNyKqLuD+JN4XhRnWZLomp6ghMtLqa1RWyY2vQ2oGOf/TyA99NpFh+HbQpbei8Xi7q9YMic1CEqwEgIuFOQmXLugJ9ThFbn5geUOxenocqsj4mfWq6z9SYqrAWIb91nrcQ6LWP+0bY7G9bNQH4HLiCH/vKX19DlmHKhAdV+35qNWU/fY55PeRYNfEG3qPepj8Pt1joGTHLcarwgNXka6IXLEf+uoLKTUQJBKJzYIu9l0GAJcPXvd9qy4X3BDF9yp31BOi7/mqYX+lLJ8PFekqJ1iuD9T7pYcEq+FPvVcqdyPZ1zRNqyM8YgC4yESo86W6PZpX9o/lNUMfv3Mdpn1luwCWvIs1faLzop654XC4FDHhOi+aC60/Gp/rJtc/Tqqj8XpEi3ojdR8evZWJ7UASrASAC2Wi4Qq8HgkpDQWMvqfS0TpcQeop7kqMKKD4nv3RV83Mo4tuflbBqN9rZij2lyEm/Oxx2W519PcRKXGC2kUwIgIWlWmaRWiJJ8Hwchobzz8lZnqfEitVcBHxU8XnCtGzB+rvSi2rrlj5XuuNxuTzo4uhLiKfSCQeuVCy4Itbvuf/fT2iA0B1Iat6hfWozI/kvEZOkGBRn+zs7GA6nbbnT3n44SrvCeugbGdYH++NQq11flTeq/5h6BxD81TvMTxRwyn5p3PihIRynvfT+8WxUS9zDTAajVq9xQOK+Zx8ThheznY4f6rv9vb2LhnyfD2gcxPNt/8WIt3shsga0ed6ide47mGflGDxWhKs7UESrC2HCuYuSxvh5CX6fh3USFCXl4P9VYWl9VAJaP9VYfAeDSnxjIe1OHFXtn6N9fp1he+X8vHU5i8iO1Sg0YZe3/zr37u1Tdth/12Jd/0e3IsWjaPLQ+Xf3Q4JXff3lkgkHrmIZE8Elau1BbUTnppBx+VubR9PpD+7+hx5QtYxKilc7nfVz/LusdH3amBUjxHrcqMaiZJ68tRIB6BqMIueQ9QX7QN1kvZB647mq6avOB81HdWF2jopInLR9+oVTWw+kmBtKXzB3OtdHPqne3giouACuibIasI1WrzzvX4fZdyJwv6i5AYqxNSLM51Oq3HsbNM9NW69ivY1ueKNhKj3W8ffpZSdXFGpRedTOcFSa2E0H/pZFZkTL7Uy0sLoXqtaeCDbiJ5TpFS93Rq5SyQSmw+X5U6MVA5qqLeTDGA5uVCUnVWNS26oo27Ucx/dYOWkQvuhslt1hWYU3NnZab0+HiLINjQMn/pHQ+R0PJolUOcwCo/TxE/0uLgxSyM8VD/6PPlz0X1eql/UWKjnVVFvUcfQ8Knj0rlWL5c+E/aLnkXtl+9b07EodGysX88o8/12tTlmXenB2h4kwdpCuAACLs5fUoEPXCZYanGjwlGssgJ56lxay9wTxT5Fdesm3shi5P1Wq5cKuIg4quAm2dL6PFRR08VHsfva79rcRJbSqH/sexTqx/qpTPhZY9U5loik6njdE8gxKaHiPLE+//N5rSn1qIwTVZ2TmtUxCVgisZmIiBKhi2QAS/rE5a6SE15X+cYyauzSxTXv07BnldUq9yI9BywnmOB3DCFjyJ3XrfJP5SsNht5XvVfltBI2l8Ue5q3kSImsRk0wc2EUaul90vtUZivRZZr4KBOt6m+2w5TyquudWPF73f/lhkHXRR4K6N4pZjR2j2a0VvL6tS+JzUcSrC3FKk9Jl/fALYJKJmreLL+vC+7RUIJAq5ru3aqNQxFt2o2IowvWSNnWrrMd/c49MhFcGWi5WvvRmCLirAsE7c/tPAt9r88DiM816SI9q9pdt1+KJFeJxHbCjS8ub91wp+RE4cYmrcPLuVHP61AiEckm6rEauiIy3BgZ9V/rico7qfL7nVBG9asOVkOrz50SPR2z98V1C42dPt9uOO3CKh3oZfV5+aujtg2g657E9iEJ1haCVjMVchQY7uXR6ywLLIdauAfJQxtUGLOcIxL+6qnS8AGW83q8zxHZcOtd1IdoLDWS6YqopsC74J62iODq/i/tS6S0avW7VZDXXJFpGb7n3DOUg8+DitDj47vmtdZP9bDpuKK5dEKbce2JxGZCZYYbn3geE7DwTnjChiiSQM9cJOnSkDT9nqF3lGvqIfP+RbKP7VJ2DgaDtjyNharjVAdoREl0IG6NDKqOZmidepZ43YmUXtf07VF7LEu9rq8s55EwnhCD5Gw+n2Nvb69NyKGJMNyAR+8PzyrT7QRet86LE2Ff56wiRW7Y5Nic/Ln3i78xeihrpCyxmUiCtYWgYFHiowtVJVXReRj6XoUVcNmy02XxAy57wFTBUCkxJEOVjFubKNwjb5oTGFVsvK5g29GiPdrb5UqPisPn3OtjGzo32kclV5pJKyKqvm/K50D7qyEgTrZ0nnTBQYXKvyjjk89lbV4dtd+S9t/H5s8+kUhsHij/auSF2fsAYG9vb0m+aVgeZbLur6Ku8n2lJEF+SK/KLpdTqktrMkkJjJbRcDUasnQfVBSKzzY1iZESpugwXJXpHKNnwCPZU33L+pVczefzdiweJklyxP3Oqn913nkNQEuu2Acnyk6wPBSU/daQffdc+XxoPyKjsP/eWIfumVMvYGQA1fVQkqvtQxKsLUXXf3RXAG4ZW4VIONXad8JSU0y+t0cVVeRlUgWr7UV99X5HxEuVoXv0urxWq0iQ1telnHU80dzqhmMdj2/o5TXNlhjFu3tMvltoa0pI+xcRcy+3rncrQpKrRGK74DJD9ULkOa/JlHX1n8rcLnkTkaaoHV3Ys2+RYUvlrkdiqAyOCEKUXVb1lOs83d/Fa6WUSzpWvUk0vrIu6icSJABtlsFo3l2P0BvmbURerK5nFT2jqA4nYT4vrLtmGI7GFK2b1GDtkTWJzUcSrC2FbtRVoUOBG4UIrkOc1Iqndaugirw5hAt/JS+j0WjJs+OCVS1Larlixp+or94erWjafmR5YtuDwWBprrrgm3GdwLqgpnLS7FM+V640nfg5wYqIU6TIBoNBq/T0cEcNEdTQwAg1xRi16ZZlLctX/V1p+EwqrURic8H/23rOlcspID7fj+9VtuohvtGCmPqC512xD653VPdo2NhwOMRwOLxkUNP7ptNp2854PG5D9vlH3cL+ajp016V8T3Ae9DvXFarza0ZOlbGuz+nl8jnUyIZonpV0qA4YDAbY3d29FBpYM/DpnHo238jIuLu725JAzfqne8Tc66e/PYc+J+p/1UV+bhrPvzo9PcV4PA7rTGwekmAlAMSbU0m2IiG+qh4nLl73uqBS8FhyF9YkJEqKgAtyou13WcWi8ARVpDomjd/3Mj5+9tezM7oCJkiAeY+Hp/j8OLFSy2CNbGl51qX3aWhgRKyiNPHax1XWR+9vDVHop5Or9GQlEpsJ98KorFBvvO6pcqMNX6P3CvUIqe7gAbJdRMvD7dQDxP6zbfabetYPU3ZjElEjGQ7VW36fkk8to+MbDoeXjFjuOfPDfVVvABdZBl1PK8GiDuH+Od8GoLrKdUlt7rU/wEXGwZ2dxYHQk8nk0j2qy7r0cm2O3VtFck4yzUOGJ5MJJpNJWF9i85AEK3HJ2hX9RUI9Emi+0Pewti43fNQv1qMWM+ByWl1tRwW4Wpe0fU3uoO2pgtCwuygGnopKFXtEsAgto9azmqJ3S5/OlXsUfdGh1j8N+WO/1UsXkTPd9O2WxC7CpFi3TO23EcEtx5HVMpFIbAZq/7cjOet7Xdwg5ovhqG73SDnhUo+OkyfqAveeaR/Ydyc13r6OnbrP9w6vmjPVnZEHS42EXfIzMqSpDtHxqV5tmmZpTjTSRA2nSqR8j67qHTXsAbh0HAmNrHqWpa8HauuWdcj3Kh0T/SZSL203kmBtIXTh7AqKr1FWntof6wSWY89VyTgR0rp5vwpj1scwidpGXxWKanHc29trLUjj8fjSgtyteAQ321Joe8ijlvUQiJonxT12GobSBVf2jsg7pAq4lo0pUra+v0qVmmYQ1LDAVYQosjjz+WoZJXDARXawaPGjB2vyWXNjcyKR2HxQ1kcyiItrJxkEw7VU/qk+YNIMhnPR26AHDGsIuhqwRqMRgOVQRpXBqkMYQtc0y6GAk8lkSfcqOaFO8lBJjoP90zoI1fluOO0inSRSnK9ILus96lHUUEUSn4j4clyj0WhpjlmfZ7BlnePxuA3/Gw6HmE6nuHXrFiaTSXumFvtNL5L3QUmvhw5qlEZEunUMWocae/336b/HxGYjCdaWQgW0W9Zc4PI7vkbEQAU9BbcvnlUpRQti92RQwGl9+p5gf87OzpbSzHIs/X7/kvXRrXisg4JZrXG1cavA9hCFrvdsX0+fd6gS5Lh8nnyu+Fm9Tqoco+Qdap2MLJx8dnpgsc5/7VlGfdWxRYrHn7/PeWSBVk9fIpHYPEQLer5GstUJBHBx9IPujVGjjuoCEpTaHizVIUw9rnLXZarKbicv1FVeL9tS/aeymPcrkeMeoyhUnfdR7ziZ6pLJJHUqc5UoqOHUjXpqZPWQQgXTwtOQquOnUU/326kxlSGA7It6yDimaMz+m4p0i65dIoIY1RERLH8eie1AEqwtRk2gurXN39cEjHtAKOS6DlVUwcP3GrKgilLrry3CtS8u+N0zQsKhCokeLLVMaj/d+sZrSjS0TOTVcuXPMSv0vojERESHUC+TWuGiOdQx6pg8NMPv1346akrEFw814unzpfPqpGrVbzKRSDxyQZmtXhxgWfbq/iWXPZExhvcrQXGDIrCQO37uEuHeqy5d6teB5UiPmmdHx6Tp0/1+9pVjoLdIv6dOJdH0sToBUHlci8zQe0g0a8ep6FxEWQ6VSHn7Ot/09qluVx3gXqcuI+Y6niQ3njph8vrc46VG4q51UGIzkQRrS6EL7GihDVwoJz0zy+sAlg8xVIGpgjDahOrkzTfkeriHtsu+qNKM9uVQsPE7hubVXPWqIFRxRot4DRtxgc/+6Gcd96q494jUurVRx6DPUZW7K7aIYEULAQ8FjLyGuj/MEXmk9D72mXX4/jSfBz5nD+PwhVMikdgcNE2D09NTNE1zKfkQsAhZm06nlwgP71WZ6Yey64JedQjrZrggy+q+VJIdel2coGmmVkJD5vjZZRqvq26gh4Zy3z1RnAeOkVkJdQ40CkGJo2fPU2Oehyo6UWK54XCI3d3dJR3E73kfyVEpBaPRqE2Awe91LpmsysPJ+/0+dnd328+aMIpzyFBDfu8RKxwjfwMO11WeYITtuZ7i957wSnVTZKRNbDaSYG05Ik+ICxn3LESWtqheDQuswUmD98GTU/C9KgW1krlVi/VpXb7PSxERC6/Px+7WNrcaOuGiklRlrvOh133OtS0PC1SyReg1D4fx6z6/NUUUjbXrdxDd52PSZ6jf6ZiVMEfEM5FIbBbUQKaLfEITGEQym681+a1elqhtes9qMm8dA1P0HYmMk67I46WEy+V4NEe+34kEh/e7wbOmC33uVH+57NbkUP582Ab7QTLFfjMEXpNYcN7diEgC48Y7HaeHSka/G51fHWtt/JEu9Gfmz0pDDNXTmfpqe5AEa0uhQjXyTkR/ESFw6MJdBfI6/XFi4x6NiCwAuBQOoX1xJbtufyKBXBOO0XX9HHlkOC4V3G4F1Xtqwt+FO4BL8+jeKpbhfU5etQ695u9rc+QLj5o3y+fDPZbR78+fJ6/5gZaJROKRD5dbLgudUKmspUz1kDj3cCnZqJ2n5Pt81CjkHii2QcKhXhANS2dd7KsmJ9J6dR+Qh95zbNFZUC4z1TOkhksNa+N8OyHwpFfad+2ry3ndM8W6NeRcPVtsj3pRCWgppfXOsU1+5yGkrF+fC997ci/VR5xjHasScI5BCZs/dyV30T5hjjexHUiCtYVQIRSFMADxvhdfMNcWzbymSiFa7KugcsGrpMUtbB4GQsHHz44uL4cSQZblWNVyVatPBbt+50qIc+pKXfuu5WtWVy3ncxKdF6LXPETQUSNFXkZfV5HWmiKrWQ7dWq3KqfaXWQQTic1FLeyPiAgW5eN8vkhawUW4ykElIBoi6EauXm9x2Pre3l5bN4BLWf/YFy6iee6SJnfwcVB3UCZy8c1+ux7hGPi9nrHkHhvXM+yfj9GPJVF9zLadYKl+YPtutBsMBkvhenwGusdZwxZ1rBERms1mOD4+bj8reWMoZymlzSjI77RP/N71l5NJN9jpXOpvQ+dGnw+z3NL4Rx3lqe0Tm4182luKdRbTwGVrXVd43e20W/ME1Twqfs09N3drge1x37dD2CLhG23Ejcr5nHQRrFXEx+fRLZKr6tB6dA667l1VF+GENSKiEcmMykX1JBKJzUIkj93A5N87fH+vllfCUZO5Tjj4qiTJZbjLT6/XyyrRArB0NInLch2XkintV012aln3xmiIG69Fekn7pPOonjCOgd+7AZUGQHp99FyryIDrniLf66XesK6+6dh8/n1cPu6u8UdrkeieyGib2EwkwdpSdJEq4HIIliooD/2rkSYKEt3X5GFxEanyOqMFvrbn4RbRWNXqpm35+LRspMSdNOn9vrF4XcXn3i9vRxHFuUfjVSukv/e59PHV5u92EBHIKCwxGidDOvTVvVpReEwikdgsOOmolQEuy2ZFFPZGD4PKQvUGAWg9Uep5Us85PVRMwOCEwSM/XNZRP+ghwuxftA+W3hWtfzabYTKZtOFzq3S76gL2NSIxkZEtkuv0pun8KongZ9UD7IMeTOzt6DwDaPdpOTHTfqtOIFgPcEFanahzXaI62Q2Dvg7S56fzp+05ur5LbB6SYG0hKKC6vAEqXPRcCScfbl1UAeUH3qq1rZSytJGV9/C1RgDWIQS1MQO4dOaILtijtt1KpeN0SyDfe/YlJ2Q+V2wrshZG/fAwA1UMLO/7sVSRRd4tYPkQSR8r30fWN60rurfmGeOYPSSHixwugpxgKaFlmSRYicRmoksOu7HM9+Pqgl7/NGyLoWoA2n0+vH84HLZEh7KH8oZZBqfTKfb29tqQOOq2mpGO/dP6PHNetFcJAE5PTzEej1tSxr6cnp7i6OiovU9DDpXcABchjzSWUq56KL9myK0Z2VzHUc+47vKwdf3ThE+uY/gs5vN5ew5WKctnczGUUkmzjkn1CffSucEv+s1pn9VL5jpa98xFWW61DSWMic1HEqwtRk1odikE/24+ny9l9IuuuQVLhS6tP05qvG9dFrlVY4zuZds+Rr3PCQ/L8JqTNBWoHg/vllUNzdDrEcHSPtXGVhujzmdErvyzhzd0tb8uun5j0Xg9XCcqo/MePadEIrEZqOmjyNgWyYyagYfyIzISakRDFNasfx5+qPV3GTFdd9T2mbk+dC+J9kFJgI+b96unieTBiZTrlVWGP5XLERGpGS0jvaTkLtJ5rtdq81q7znr1ufk9NUOik01/Nqueuc9lYrORBGvL4a58tTJRcHgihsgLAVwO99KFu28sZhsebuj9iOBClMSglsTBhasrAR8fEcW3e32R10eVn55V4u2vIrcU5qoQ1RPlBwpH1tpIIbmCVUse+1XLCtUFtb6y/06gAVwi3z43UVigK3gPI0wPViKxmXAioNd0gau6ZTqdtt6PSL7X5JoSHnpXKG8jb7ruzdJEDrr3SOU/vResS71QBGUz+00d0zQNxuNxm7SD4Ynz+fzSGVHUD/TAqc5hYglgIbPp3aF3iH8a7cGyTOrR7/exv7/fhtyxjmiPmOoZ1ut7qPS5ahgn+xR5IXmd3kd9NhrhwH5p/9R75yTbCbdGt/h9blRV3aXrHf5F54EmNhdJsLYUqli6FuDAQhl4Vh8VSnwfxRazPO9X4ROFEkTWLCKyAGmf3XPmViglPkqwVOBq/S5I3SsFLBMonRslWLo3S/tSs/Dpq5dRBeFnX6nS0b1XEQGLwk90Ht3a58+gBl/0qILV612WRyVZtfaUWCXBSiQ2E65zIj3hspIydzweh8SqS7foIlhD/oDlw3w1AkEJFgkE5a0vqin/ptNpqxc8mkENfzqepmnavVYkOxr6xgyE7B+vMZQuIoW+d8v3OLlBkG3u7e2h3+9jOBxiMpm0xEv1ihoyXW+ROHHu1TOkaw/u7dJ++/qEJEvDA904p7pPn4Mm1uCrnunlz473qc5Rg5/2QaFGwtRV24NMZ7LliFzhwOr9R/7eoWVqsc6uJPdv3MCf+gf/AHs3bnR6sLR+rUvHEmUsijw37h3Sfq7Th1VeKO9XhJp1VT9rn6LQvtrCw8fftUDxz1Ff1kFEnhxdvx393v/utL5EIvHIxCpjjMsHLRMZ/bTOSL5FBryuvqmMVzLinnZ/r4Y4JQyRjo0MSmqA8r1Xri9qY/PrXfohmn+vM5pLfzZda4vonlpfIpnvfa09/6if68LH7mH1Nf10u+0kHvlID9YWQi1V/BwJOSKKDVeLm3t11BrIV21D+8D3vV4PH/8jP4L/7o1vxDNe+lL88gtfuHIcbkH0MUaKQb1QatFT61kUsqBnmagVK2obuAiD4+ZlnT/10mgfVcmqYtSwQN3oq9eVJDLzlZOqroyCHJOOO4JbixXaf51vr9s9jTqnPleRNbK2mEokEpsNleE1w5Qe5utyxQ1OXo+HfakecTnT6/Vaedzr9dpQPw19Zygfy7NNzT54cHCA0WjUhrW5541ZAufzOU5OTnB0dNQSLo5Dkz4ocdP+88ys4XAYpjNXHaHJJ/ygZOof6rYoxFG9cHwOvh2B8+1eMieV0TldHjquuo46nB4l/c7D9fX3ERG4KLLFdbifNebgc9UMkIntQBKsLYXvg1FLTJdXyoVljZitUx+F3vO/5mvQFwLz5Je/HE9++csxGwzwon/1r5ba9/faF1cWXZY3Dd1QBRploeL8eKifKtIatB++j8sJiXulavuunGCxL7xH9w1oCGFEsLqIUu179tUXG7U517nXe92K7ERfnxOAS0qV6AolTCQSm4HI+Kfv1fgUla+RrMioExmbIu8P9/+o7lCCM51O2yx3JEEA2n1UwCJT4ZUrVzCdTnHr1i1Mp9MlwyH3OJ2dnS0RLN3LpARLCZ32lQt8P5De54b1Rof9ql7SkEnOgc6tfqd70tygp3umOH+aQt+NhSzDuqOolFLK0p44NwYruvQW21ey6EZakqaaN0332WU4+3YhCdYWYp2FcBfJco8E63QPl7vOa335oe/4DjzzRS/C43/lV9CfTDAbDvGOZz4Tv/oVX3GpbCTEIiVRGyMJoo+VFrfa+ElK1AvD6z4+bXc6nV4KPVTrmbcRESz3RPl+KldCrjj9fp+f6Dk66Yn6G8F/A9F1zl/XwiWq18smEonNhxOd6Pt1ZJOjyzvlngxvL/JqRGWjulzH+DEmeiyKe1i8Xt9XFJWL9g57PdSBtT4SbkjzsrrH2u+prRe0HY9YiMLrtS2dX9c9TpK1Hz42N7TqHu1SSqcRL2orGkvqru1DEqwthW98VQ8NrT90j1M4RUrFvVmRoomEjArp8b33Yra/j53pFGeDAXamU8z29nB6/fpSn5V8sJ5IwfC6L+A1NI3vqdAoeH1jr1upohAStqGEkteHw+Glg4a75soJFrB8ULPuG/ODF9075WTMy2i/vS/+zP27rmftz511+e9GFZmOXZWzWwwjpen9TCQSm4GmaVojleoafsfXaMFMqF5QHaa6gNn4VB5peZXzGhLGezxxA9vkNcovepfYP2b/u3r1Kg4PD9szrfxe1QVa9+7ubvu+1+u1epvl/VBi96Ds7OxgNBpdIliu54CLZBKu887Ozlovne4F6/f77TlcJCm+39nrYF+ZvGM0Gl2qg2uV2rmT+uyY8VDPM4vOoVIiy3Hob8HJoK4pNBJGQyOZjESzPd6pMSDxyEQSrC2ECjiPe+a1yLugXhtXPKpEWJdbcmoWnF6vh92bN/Hmz/1cvPk5z8FH/Lf/hr2HHgoXzr4IV2USeXl0XCosfQyRANVzrnRvlgtUElJV0BoeEBEsnduImEVeK+ByKCBDTiJSFREsrUPbjiyMSrKcXPlvQ8fkcfXqHWQZVbj83GWhjhZRqagSic2GGsAcuuB2+cV7XV/oIpyykeF6NYLFdni/ZorTNOkkOmyPepYyjgRC+1BKwWg0wt7eXvv9eDxuw8/ZF01Xzvu439ajFrT/1EskJE5K2WfqOJXfKvdV/yjc6EhyRENlLVug6l8/NFn3nPm4VQ9Ea5fIs8b54zhJsDxEX38z/tup6TolozpWEi8eIu3EOrEdSIK15YiIhXscgMueCSqdVeECNeHk+Pm//tfbNn/1q75q0Q/gEhEAuhMw+J9/7wJUrW7RPKjw1LAFVzzq9esiCvr+4OZNfOlLXoL/+KVfilsHB0t9dmVKxa3KNPJqsYwTMydeq/pYW6zUFjNe1q2JUfkovLI2X1pvRASTbCUSm4muMCuXcS6/umRLTZ54fZFRTD+rXoj0j5MaLavGLi2jRk7XN9RFtcgRJU3aPq/peVfUG0oo2I5HePC6jpvzpPVx/5bOh8+b6gY3pLpuqxEsJ1raFyV+WqcbjzXCQsfv64AIbsT0Z+FlV/0mE5uHJFhbDLW+qKellNJuhq1lytMNpuotck+Ve4d4jyIiRpFA9pAz3utEo+bB4pj9vZITva4C2r0y3j+3EKoly0Mr+f5PvOxleMI73oE/8bM/i5c997kALjxROk/RgcJUzn7osKIWZqj9qykVn/ea4tBxOanSOvi9Ez+fF23TraNutdRxJsFKJDYPTdO01v8oDTkJB3Dh0eJ7fl/zPrjXKpKJ6u1QULd44giX0bxX9QiwCB0fDofY3d1dSjhEb4eGqGko+GAwwMHBAZqmWQqz0wQbHvpIHb67u7sU+UC9wfkjeEDx7u5u21+eR6UhcQzjK6VgOByiaRYhfaPRaClksiuE271vvMbzx0ajEYbDYRv+yN+Cp77n+NmmepA4j65z6F3i8+A8qB5X8qyhinquJ4mrR+pouCT7X9ORic1EEqwthy9a1YOlIXJOevx9ZFUC6okponr0+2jBHAkmt55FVkRdkHdZo7Q/VFqqxHy+9Hqv18NkMrlUb6Rc/uI3fAP6Egf+Cb/8y/iEX/5lzPp9fNe3fdslC6hmC3SC1WUJpYCPLG3ad0XNslt7ToRaVGvho6wnsu5GffDfZZcVu5YuP5FIPHJBOUx9BFz2Mrncc6NeTcbogrfmodGFdq1/qiNXebAoJxneR/Kg32tqc8px1k/yo+PycdKDpQSS+5B4GLETVJfPJBTUgdqHXq/XZjrUOQOwdEwI94WxvZqBzudK9bhmSoyyyfI50svG+XXjnD9bvpJgKcnUZ89n4URe1xsM5/S1j5bVtUgSrO1BEqwthQrzaPEaKSpeB+qxzlE7Xd9HZEo/u+AFlveIRXW5glvlvo+8KRy/C0NVfFofFYrOjypexfd9y7fgU3/oh/BHX/taDKZTTAcDvPGpT8Urn/vclQcke/ifX/d587mooesZ+RzWEBEgn/vIqxj1xZXoKiKeHqxEYjOhC9eap4nQ7yJPksvViKSo/NEw+MiA5AYujxTg/icPV1MiwoQI9DbpWLQeQj1Uvo8JQOid0oiOyLvm88I6laT4nEYeGdc30TYB9TzRi0Qip8ZDbUc9Vd4X19Halo6FHjf9Xj2PXTqJdejvI1ozKdZdIyU2F0mwthBqmVGLmSoVFV5+fhOwrNyis6OA5dAwj7n2OiJC4JZK/V7r0rKeEt2tY6ostA5XtOx/RChd0Go/dB68Pr7OHvMYnB0coD+bYTYYLF739zG77z4MRfH52KJFg86Ve3Gi8AvtV9TXyBIXLUa8Lg2B0TmJYvZrVjxVhtG5Ifrc9DW9V4nEZoKyYjabtV4ZT+ygBjclDhqeFZEr7mVyDwShuo8H8yroYaG3h38qkyaTCU5OTpbC20tZhL7t7+9jZ2cHk8kEN2/ebM+3Yv9VfvLAXGb94zXNDjgej9txcY44Po3E0MgGnhPFMarXiYSP64N+v99m9RuPx23mQJ0vzome4aXPhvqToZDHx8eYTCatZ473kRjO54ukH3of26Anj+NwozHHycyM7q3q9XoYDodt36JQfpbjs9TfZaTH3GPG5+4kO7EdSIK1pYisML6Arl2P6vEYdUWXUOnyPKhCdCtbVEbriyyZno0qeu9KthZeoERNvVg14uJ17926hdd95mfidZ/+6XjyK1+Jgxs3lsL8Im8V+6Fz7dZZH3vkvao956gM6/Gxap3+G7lTb6YTsFpIoI/d3ycSic1BJFtcrkVGMzdG6X2uF9SA5EYmJwhal8pl3w/LOri49j4oidBMht5PHbuSJdVnXMRrKDmAS5+9D6o3SHJYtxteAbTkjR4nT4AR7XUi2dFrSjwYbkhy6ARVPVj+PNSw6jpD54+ki6Sa96lej3S3hvhHBCnS8z7HvDc9WNuHJFhbiohcubCIFuZKOFTh+L4blvf3JEsRSai1xTLqSYkI3aoFt5OkrnbZRiQUXfFp/RF5ifr4U//L/9LOxc8///kLS6PU694nVeTeby/ri4hobEpm/M/3mDm54vWIlHYpEVU2Po/+vfYlWnT4YioJViKxedCFcGQsioxrkW7QvTkuy4Dl8C/1/LiRT+ujDHS9oh73KNECCYQSJZZVgsY/14WaYIH9IMnQhBla1j16Omd6fAeNhJPJBOPxuC1D75ZmCFTdoMRI9QXnW8+aZKiehgfq/HMugIUXLSKe7j2KdInukdK1wzpeJF0jaIZh/jY0PJLPgGMhcdRnr31OorU9SIK1hVBhEC26a54DX+yyrihGe5UgUwXG+iLSooIx8hBFlj61yGlfgVj5RuPReYj61KXUddxd5MPny+ur7TfoCoPUOn1eNARU3zuZ8feKmkepFl7hfafypNXYlTXb1vBAKltdAOi4owVTIpHYDCjZiPaaugyu6YQolJCywzMKqgylzHLZ6LKabQFoQ9booTk7O2sTWnDRTm8KD6Jl9kBN7KBhZiQyw+Fwqd8AWq+S61ANh/Nsgd53Zjacz+e4desWDg8P0ev1cHBw0GbZ0wN7AbShgwxJZBtKkhR8DiRO3HvGcfI+ni+mmQM1m6KHXEZbCfzcRzfw6W8jIrORfmG72j991rx/MpkshVj6bymxHUiCtaVwr1VEAlTQqHWOgigiNavaZH3r9pFwErHuorrLq+WCNGqzqz+1shpW4HOkc1V75fuIDNZIl47DFxjRXDm5qv2ti5p3K3rWNSuye82ixYyPd93fXiKR2Ex0hac7ajI7kne66K5FezgR0zbUWBS1HXlj3EDmfVVCoSTCr1Mu6vUu42eNVBLqHWM5NcApIYzWDbq3jHOhpNXlvYYFRvOmc6yeRkWkD33NsyqaJjJe+rN18q3fRXOdxsDtQRKsLYS7qqP/8NHC1a04hCYZUIGlVq6obvajtth2ZaAWpiimPBqDfh95kPjaRQgc0X16XcNRugSsW8u0zlo/VrVdaydSZOzrqr1OWp8+M+9P1E/tg++BY/tROQ2v8OcPYCn+v0bAEonEZqEWKujgAtflpeqnLv3nci3yrtOjoh4nltXFtYYcMtSuaS5C5ZxEaJZALuqVwGiih36/vyQvnVAwdI9Q+elz40kzWP/e3l579hbb0fBBDU/Ufmu7vK/X67XZE4GL86d2dnZarxC9fpw73Uem5C7SQ/r8OGca2qgep0iH1gx2Sq7osfPxkuxxDPrcnfAmtgNJsLYUanUhurxZbv2JCBqFCBfEGpLgVjy1ALK+iNCpwFMi55YoX9Czzi7rZo2saD1OzFQIuydP62Dbrjyj/te8Tl397rJwav+dVCm5iixtXURLLYzRnq+uvtTCRaPFjsawq2LW3xMXD+uSw0Qi8ciEkwIPgVYSA2BJ7upCWz0+XaRKP7tMV9lEssBDcbVu3Y/D73juFeUWs/CpLlaZxvZ2dnawt7fXEoTJZIJSCg4ODnBwcNCG0THLnRo4SQQY1sZ5JPFSPXZ8fIzxeNy2y/7u7+/jnnvuwXQ6xc2bN3F6erqUQZDtcN4Ztshxs+3T09O2LYZLjkaj9j5NaEHyORqNLh2QrHNDPaDGV17nmV8kRGqwVR0ebVeI4Nlq2Y6HK2rooP6ObseIm9gMrO9bT2wkuhankeXLXf63U5/XxXr8HiUFUX01S1BEFmv9vB3UvDP6fpXQjDx07w9SEM2dz2MtNDDqZ20ct9v3aLxR29HvwPusSItgIrE9WOW1B5a94jUdwnLRPlOtf1UbXbpIDYRKZjTSIZJrUX1KErVeemaiBBZR/7qMesCy4ZXfefIMnbPaHCnZ0bG6PtY58ZA7J0KrjI4OD3vUObgd/bXq9+F/bNO9rV0G3cRmIj1YW4yaN0k3FPN7F0rrhGqocAXqylEtQd6/6F79XPNiqRJyC6eOgXVFHrDoWoRIuarHLiIlej2aS//eN/GuS2TdMwQsK3bN4FTzSkbt3Q7J1fe1+7xP0cIn+h12LaASicRmQuWHh6T7QjfyRAHLURW8l54nAK3HRMs3zUWqdHqBXN9ofb4nSRNXMFRNSYVCQ9I4Bpbne5YbjUY4ODhY8rBxrKUsHwrM8D+OXWXtYDBor1Fvsk3XR+rR0UQVHCtDDnm/hhJyTEoatbzWQw+V78ly4qW6Ue/TZ61zzHa0bl5nG3wu0V47zoV61XSO6NXzMSW2B0mwthCR18AtMG5pUwESWeNU6PGzbpKtkSvWRwGsZXTR7QJOhaoLTfaZ36vgd+JF1PaLsQ4XrPpdbXFfW/hHpKBmBfT+6fUuy6yX03tVUXmK3Gj8NRLTZb2M2lWrqy9MVIlHHjYtH401kUhsLmpemcizweu1M6CAiz1aXDxrGd3LxOx8wMW5Uwy7U/3oiPQVZR/1EUP2XL/qGKK6dO8py+rhw8fHx5dIpMp5DW1XYkFSwHq0Hc2Gx7nV/V0ansh517BF9bQ5wQIu1gt6mC/HxnvG4zFOT08BLGcUZJvqJdP9btwzpmMlXOepPifpI0lVMsjvOWfsv2Z15LhPT087PaWJzUWGCCZarOPCdmuRo+al6fIyKClaRQ5qddQInLfj/elqO+qj31fzpkR9vR1PS1c93idVLK6sa+GAUf2r2vN21+33quempHzVnqr9Gzfw/O/5HhzcutXZx0QisR2ohWrxOy0DLO/7VFmzSrd5e14P4YYzJ4H6vctnvU8R9dP7xLH5HOh9kax1wupYx8AWlYnm1z2LNT1H0rQqSqKrfz5X0Tx4fevoNi8X9VENievUndhMpAdrS+GCT71W7i0h8dA4cBWALMe6gMuZBlW40tqkUGEPLGcM9EW3kymGO6wifeol0XHWhKDHvGuYQY1o1UiNl+lSRFH/aRmrjW0VQdR21IOlfdU6XGm4QtSNvTqHbhH1Z+LhjvysaXmjOH3i037qp/D4t78dn/qTP4kf+8IvbPuzalGUSCQemej6vx0RGPUUAVjSWRo2Nh6PW1ml+onnTAELz4zKuogsdS2c+/0+dnd3288MpdN9TZPJpPWUuA4EFt6n09PTtv2Dg4NW7zEZhJ7LpP1UkqKRHMwCOBwOsbu7i1LKksdJx6ceIPZL55KeJ10rAMs63bMtqjeOYY28l+dt8VmwH25A1AQaeq6nlvdkJ75eqW1B0OfHvmofFb62iQjbKoKc2EwkwdpSdFmWPKbdiZgrMNblxEyFm7fBjEgsqzHfDEtwdzyvRX1dZ7wucFWZuSXOiV7kHYoskVpHRLAiZayKSdtXUhMpAq2/tm8pqsPDArUuJ1huDeVY+Yw4R/odyaDHx0dWPv4WNGugE/Ner4e//e3fjoGQzGe+6lV45qtehWm/j7/3zd98aU4TicTmIZJvUTIB9+RQXzG8j/LPM71piJsSF+o3b4flXJ/w+52dHYxGo7bfzIg6Go2W0nyTKLnsA7B02O7+/j729vZamaup3lV2+hyojJ5MJi1xJMGinmM7HBfrZjtAvO9I9TPn1EPwo3T27Af3KQELQy6zLWoYos6P6jolp07w9Nk58dEsj2os1Plnn/XQ+6gcx6hzoYbkVUQ8sZnIEMEthiuLaCEdlY8Wy8DqcLmIdNwuovsiMuD97CI9Xf3tGpuG5Xkduw8+iM/7e38Puw89tPRdbUy1Nr2dWshf9F1Uv5ZbZ279WlcZ/26duHP/HdXm6R99/dfjtU99Kibnse2TwQCv/biPwz/+K3+ls/5EIrEZqMl+/1yT/1F5XtMIDjdukTj5Xi01hOm1Lpmn37nhsctY2GXw8jZrhkeSxyhCJTIa+tz5ey3T1W8npq67al6m2vg4lojs+vsoikbfr9N/nwfXp/ra1e8uY2NiM5EerC2Ge6tWCXg9TLAmIKLF/LqKJBKsNajCrFmUWC5K6FAT0BpmoZZMFaLq/akpn6e/9KV47BvfiGe89KX42a/8yqV6vK/RGLxe9RZFior9jrIq0UK3Tr+ja+5N9P5zTgAsWVEZkhItSqLfgRNfbe/o6lWMRyP0ZzNM+330ZzOMRyMc3XMPUlUlEpuLKKpB5bOW8+gLgh4FrU89VgxJU6KhIWf0fPG6hs3zsF96Y9QLpt4Z9k/lmnqz6MVnkg3eo14czf6nOsn1oeqz+XxxppWeicXvZ7MZTk5O0Ov12nOoWJfOpxKJrkgJ1WOa/ZCeIPZdDyxm2CSfgbbpWw1IwHhGV2SAJDSJCe/T35Dq1XXWMzXDpp4vpn1n6CLn0ttMbD6SYG0pfBEe7ZfRsk6wapY6XqOw0+yArKPLErmOZadGvPTemmJQIVzbg+Vhcq7IIq8V6/hzX/u16EuYxVNe8Qo85RWvwKzfx7/8J/8ktKTq/X4duAjpY5+jzdWq+Lhw4HtdFKyysPo8K7FaRXh9bthfJ1lq1fSx+rj0+sHREX7lmc/Ea571LDzjl38ZVw4PQytyIpHYDETeGv8+Kq/7fFRWR3KWoYPcT0SC4wt7pmxXvUYCxGtMga6k0A+bd72jGfGYcU7lpRIEN1ZF3hOWc33HzHo8qBjA0sHFJIKR8dINeV3PIOq3hwayntlshslkshQSCCzrMzXScv2haxEaRHXc+vz0Ox2L6veu31mkmzTEVMMbtQ3X2xzLutsaEo98JMHacnRZbrpc2qUU7N+4gU//7u/GK7/+63Fy7Vp7n0KVSRRycCd9jQS/CkoAoeekBr1PP7u1yuuJrv/Hv//38ewXvxhPfM1r0J9MMBsO8dZnPAO/8KVfWu1HzTsUte8x5j4+9j3aHxV5rlYRE/codc2Dl/ExruOt6+rHi5/3vFapvuwLvmChSNe8P5FIPDKh8sLJxO0Yi1w+aVig7u1ZJ+wratfJly/ylXCwfDTGO0F0v+sw9t/L6H5mJTNar5KiaB+S1wfg0ng1AQfhxFMNsL6vSomflo327CrY72ifFu+JSCr7zFclq5FhWn8zmrQpsb1IgrWl8IWuL/KVsFARefgZw+Ce/tKX4hf/3J9bsuzo4t2FkG8s1vd+TZWhh4QQHsKmysIVa0RKIsuVWwfVO+P1aT1HV69ivLuLnekUs8EAO9MpJru7OL569ZJ3x+dG4Ypl1cJC50xDQNY58DiCl4/Gq6+Rh1Cfp8b/+2+p9oxqz8vv8bCbRCKxOVBCUkpZ8gx0GWtWkQMNYWOY12w2W0rooDqMddXkMcMBNTSe8onel8Fg0Mpoeo7o8XJiEOklrZtllJQoYdJFPj0tAJY8avTAqYeF13XMDF88OTnBbDZbCqt02athfHqu1ng8bseriUY4R6PRCKPRaCmbofZbdUe/3186f4p94NlXDNFrmkXijvF43Laj3k1N7kHPpYf6cS6ZSVHnTEk069E2I52fIYLbgyRYW4jIQuUgQVKBTXzFV33VUhjcx7z85fiYl78cs8EA//q7v/uSRck9TurSj/6A+HBIdemzrhpp0LI179AqdC38XdHq/OzdvInf/ozPwOs+/dPxMT/zM9i/cQPAZetr5GmKCIUK6a749y6iEZEivT8iVHzvIZHsh4aL+tw4lKh3ebJWPRd//jXvXyKR2Ax0GWK6/u+rXOPC2EPmWC8X6dPptF0kc7HtMsb7wWtugGMbSrC0TWYU1FTqLhM96sNlZCT/3EDpxi83Cqrhi1APEYkpyed0Om3JosNJELMNKoHRvWhqjGOdTdO0BEufl2YhZP+cbHIMmvlQ98eRmPm6huSYc+zPneOfz+dtOGktRJR1udcrsX1IgpW4bfyX7/xOfPy///d4/Ktf3YbBvf3jPx6//Gf+zAe6ax8U+Imv+7pWMP/cV3zF4mKSgEQikfigQhpoNgNu5EwkPhhQUrhsH0opfwDg7Q+njo8AnnAv8JgGaApQ3gf8wVuBd9ylLiYSd4onNk3zmA90JxKJxMPH3dBVicQHKVJXbTiSYCUSiUQikUgkEonEXULmi0wkEolEIpFIJBKJu4QkWIlEIpFIJBKJRCJxl5AEK5FIJBKJRCKRSCTuEpJgJRKJRCKRSCQSicRdQhKsRCKRSCQSiUQikbhLSIKVSCQSiUQikUgkEncJSbASiUQikUgkEolE4i4hCVYikUgkEolEIpFI3CUkwUokEolEIpFIJBKJu4QkWIlEIpFIJBKJRCJxl5AEK5FIJBKJRCKRSCTuEpJgJRKJRCKRSCQSicRdQhKsRCKRSCQSiUQikbhLSIKVSCQSiUQi8UGCUsrfKKX8y7tddo26mlLKR1W+e1kp5QV3o51EYhuQBCuxVSilvK2UMiml3GfXX3OuXD78/PPjSin/dynl/lLKjVLKb5ZSXnj+3Yeflz20v+et2YdRKeVflVJullLeXUr5ax1ln1pK+a/n/WiC7+8tpfxQKeWolPL2UspX3s58JBKJROL9h1LKC0spv1FKOT6X9/+8lHK9656mab6taZqvXqf+2yn7cNA0zec3TfNv39/tJBKbgiRYiW3EWwF8BT+UUj4OwL6V+X4A7wTwRACPBvDnALzHylxvmuaK/P2HNdv/FgBPOq/7swH8b6WUz6uUnQJ4MYCvqnz/3QAmAB4L4PkA/nkp5Y+t2Y9EIpFIvJ9QSvnrAL4dwP8K4BqAT8JC7v+3Usqwck//D6+HiUTi/YUkWIltxPcD+PPy+QUAvs/KPAvAv2ma5qhpmlnTNK9pmuZld6n9FwD435umebBpmtcB+B4AL4wKNk3zhqZpvhfAb/l3pZQDAF8K4JubpjlsmuZnAbwUCzKYSCQSiQ8QSilXAXwrgL/UNM2PNU0zbZrmbQD+DIAPB/Bnz8t9SynlJaWUHyil3ATwwvNrPyB1/fnzCIUHSinffB6J8Tly/w+cv2d0xQtKKe84j3z4Jqnn2aWUXyilPFRKeVcp5Z/WiF4wnleUUr76/P0LSyk/V0r5rvO63lJK+ZTz6+8spbxXwwlLKX/6PErk5vn332J1d42vV0r5xlLKm8+/f3Ep5d7bfiCJxB8ykmAlthG/COBqKeUppZQdAF8O4AeCMt9dSvnyUsoTbqfyUspXllJeW/nuUQA+BMCvy+VfB3AnXqePBjBrmuZ37kJdiUQikbh7+BQAuwD+k15smuYQwI8C+Fy5/EUAXgLgOoB/p+VLKR8L4J9hEaHwIVh4wj5sRdufBuDJAJ4D4G+VUp5yfv0MwF8FcB+ATz7//utvb1gtPhHAa7GI8PhBAC/CwjD5UViQx39aSrlyXvYIC6PmdQB/GsDXlVK+eM3x/SUAXwzgMwF8KIAHsYjcSCQ+qJEEK7GtoBfrcwG8DsDv2ff/A4CfAfDNAN5aSvm1UsqzrMz959Y7/j0FAJqm+cGmaZ5WaZcK54ZcuwHgnjsYwxUAN+3andaVSCQSibuH+wDc3zTNLPjuXeffE7/QNM1/bppm3jTNiZX9MgA/3DTNzzZNMwHwtwBc2o9r+NamaU6apvl1LIxuTweApml+pWmaXzyPyngbgP8LC+JyJ3hr0zT/ummaMwD/AcDjAfydpmnGTdP8OBah6x913u4rmqb5jfPxvRbAv5d2V43vLwD4pqZpfrdpmjEWIfZflqGUiQ925A80sa34fgA/DeAjcDk8EE3TPAjgGwF843lCjO8A8J9LKY+TYvdVlGcXDs9frwI4lfe3brMe1nXVrt1pXYlEIpG4e7gfwH2llH6gJz7k/HvinR31fKh+3zTNcSnlgRVtv1veH+PcsFdK+WgA3wngmVjsO+4D+JUVddWge5JPzvvm19juJwL4+wCeCmAIYATgP56XWzW+JwL4oVLKXK6dYbHv2A2jicQHDdKDldhKNE3zdiySXfwpWAhHUPZ+LAjWhwJ4WLHf58TtXTi3KJ7j6Qj2WK2B3wHQL6U86S7UlUgkEom7h18AMAbwJXrxPGzu8wH8pFzu8ki9C0Br2Cul7GERlncn+OcAXg/gSU3TXAXwNwCUO6zrdvCDWOwPfnzTNNcA/Atpd9X43gng85umuS5/u03TJLlKfFAjCVZim/FVAP5E0zRH/kUp5dvPU6T3Syn3APg6AG9qmmaV5XAdfB+Av1lKeVQp5WMAfA2AfxMVLAvsYmH1Qyllt5QyAoDzfv8nAH+nlHJQSvlULGL5v/8u9DGRSCQSd4imaW5gkeTin5RSPq+UMiiLY0BeDOB3sb6cfgmA554nkRhiESJ3p6ToHizCyg/Pdc/X3WE9d9Lu+5qmOS2lPBuAHieyanz/AsDfLaU8EQBKKY8ppXzRH1K/E4k7RhKsxNaiaZo3N03z6srX+wB+CMBDAN6CRZjCF1qZh8ryOVh/DQBKKc8vpXR5kf42gDcDeDuAVwL4h03T/Nj5vU84r4uJNZ6IRagF6zsB8Aap6+sB7AF4LxZx7V/XNE16sBKJROIDjKZp/gEWXqLvwILY/BIWHpnnnO8nWqeO38Ii0cOLsPD2HGIh79e63/ANWJCbW1hkr133aJGHi6/HwhB4C4s9Vi/mF2uM7x9j4f368fP7fxGLBBuJxAc1StOs2iuZSCQSiUQikfhA4zzE8CEswvze+gHuzl3Hpo8vsT1ID1YikUgkEonEBylKKc8tpeyXxdmH3wHgNwC87QPbq7uHTR9fYjuRBCuRSCQSiUTigxdfBOD3z/+eBODLm80KP9r08SW2EBkimEgkEolEIpFIJBJ3CenBSiQSiUQikUgkEom7hDxoeAtxcHDQXL9+HfP5HPP5HE3T4OzsDLPZDE3TtNcJejlLKSilLL3XP15XdH327/z6OmW72no4dXXVe7v3Ew/HW+z3rpq7h1v/7aDWptbJ903TtH+1dv1Z9Xq99jfW6/UuXe/1eu313/md37m/aZrH3PFgEonEBw0e/ehHN094whMwn89b/XR0dIRbt25hNpthOp1iOp2iaZqV+inSVa4faq8RanpB611178MtF+k11deOSN7WZP+qeqL7KJN5n/dpVRtd412lA7t0Slc9vMbrXBNF9UZtsB+qp3Qcen0wGLS66k1velPqqg1HEqwtxPXr1/EX/sJfwHg8xq1btzCdTnHr1i088MADmM1mOD4+xtHR0RLZKqWg3++j1+thZ2cHw+EQOzs72NnZwWg0ws7OTvudCxddAPvCWIUTv2cdrI/fdylEr1vr1fq0zQh+r17TRb4L0hqUUKwiFnqPfz47O+vsU+1aV59q/ayV92dGeHs+xvl8jul0ivl8jrOzM4zHY5ydnV1SZFofxzoajbC7u4udnR3s7u5iNBq11weDAQaDAe655x7s7u4CAJ7znOe8vTrwRCLxiMITnvAEvOIVr8DR0RHe9773YTKZ4FWvehV+4id+Ag888ADe/e53413vehf+/+39a7RtW1oVCPa53o/9Oo977o0HEYFAIKiREkGmASIIIiihoJJUajUyszJQtJqKKamVralJZZaapkKzzCxRs6VaJWAGWQ3kkWhg8LQsjcAABJEAIiIJiIwg4p57zj37ud6P+rFvH7vPvr+x9j7BtfSuNfptu6111ppzzDHHXPf7Rv++Pr6xWCzQarWSj+p0OunfvV7v2uf0YfQJ7Xb7mm+iTwOuEwe+6uetViv5L7atNi46dpO95vHNZhOt1tVUTUkJ/SPvD0AKjmr/6MudLNAm074TGmTlGKmtXi6XmM1mWK1WtTHqdDrJRnN+4O3pfejYcLzdT6sf0T5xTPj9crlMfkWfE+/Tr6k+bz6fY7FYYLVaYTabJdLO9ujDOFYk+9qPXq+HXq9XI1LNZhODwSCNy4MHD7C3twcAeNvb3lZ81ZajEKwdBA0OI4AaCeTfYrFIxsSjg8ClMaPRZXs05MCVcdPPfRK+KUKm/SR4PW1P+6bHk1TxMzo7Xk+dZG6Sr9emo1CHEI1LdA+biMum86L3vBcdT3+/CTcRvFxUMLrP20Rf/bnfpm+EOjf+e7FYJKfWbDbT98vl8tbXKSgoeGWAJGGxWODs7AwXFxd48uQJXnzxRTx58gTj8Tj5KiUhUdbKA2PR50CdCOm/I4IVBbeIKIiVyzjlfImSoCioyMCb+rEo0xMRLJ6v5CPqe6Ro4Wdsk9fQwBnHVu8xNzb6uft9/y7nh5rNZq0v0fl6vI5N7jnm/LvPeXIEWedIQEw0C7YXhWDtKBaLBWazGSaTCebzOcbjMcbjcXo/mUyS8QbqzoCGzMkDnYAaVp7DPyc6egyNlRtSkh2NlvHzKOPEvqhjVKOm5+UMsRthHYtWq1VziJHjIzbJDaLrRtKDHNRhRM580zmKTf33sWMbN53j1+Jz1/HKZfd0XDXCOp/PASBFdPl8Gb0uKCjYPjSbTUynU3z84x/H8fExPvzhD+OjH/0ojo+Pk/8CkPwL/zQjwvdqNyJS5MSLgbWImPFz4Dopi+w8CYhmfJSsMCOlwckoC6ZZIQ80KjwgqXZcSVVEvNxG0/8pUWAWR4+vqqqWndOsmmePcgFXjoW2q8fwOetzUeg9RT41atPVNK1W61qfdUz0Ow166tj7s/SAYcH2o8xKdhA0mBod4x+zVzSebow8cxURIv+3TqxzmReFEik3jp7R8vvicZHhi4jIbT/zPvi1N53ztJ/f9L1fP3pON+FpMkub7u3lONd/R3pvnsGi0/II6ifav4KCgn+3wQDXeDzGxcVFCgYyIJgLGuXI0CZi5e+j4yMi499tskdRMCxSJhAeHNTz1PYp6dDzIoIVtZHrs5IrJy5K4KJ72RRczPmgyB9rX6PnoOSIx2h2L2rPP9P78Oft/l7vlQHnCN73nCy+YDtRCNaOgmSJZGo+n2M2m6V/M9qimnQSpSgr45G0nJHk8VHkKepjrg0gJhq560XneD9zzlH7q1E21YrnImmR48o5s6eJbEUkL+d8IkSTjqc9/jYELeqTjpf+XjSa69mp9foyc0qnyYDAJudWUFDwysZ6vcZsNsN4PMbx8TEeP36M09NTzGYzzGYzANezTpvskh8XHb+JsPlnvlaIASINKkb9odrDfYQToWhC7jaTx0V2VtdgRfflWRX3h2qTeR3tJ+83WjfFY6I5Q0SONpFhALU1XZol076qX1ECpOPmskX6FmY51+vLNVZK0nifuiZcX3OkTZ9Z9L5gu1EI1g6CBkSJFf/038BVyh9AbUKrkaooYuXZqhyc1Gj0zdPuufcqQ+A5+hn7QgcQRQs3kSv9Xl+dhLozjSJ2xG0iWVFb+tlNJOumdjc5MyXNUfTOSZL309/rxIb/jvTp+tsCkNZfqANfLpdpUXohWAUF24v1ep2KMT18+BDPP/98Wns1m81qhZf0NUeInHw4MeA1I7i9zJ3na3c5KdfjWDRBoeusqCzxtlmQw9vjq9rliAA6XAUQXTMXJFSJosoxeazKId1f555NpAzhOe5nvW33X0q0dJ6icwPeA/2JZv20uIWfpwQrR6T5mc+Pir/aHZR9sHYUNCwqtdIFqjrJ3RRhy+FpjMhNEcRNRIX3Quyfn+OPf8d3YP/iIuz70yAiC5GRdA27X9NJRE4f/jT90Gs/jexgE7nKHcv30V/uuFyb0XGKaNz0b3h6iv/4b/9t9I6Pa8cVFBRsHzjpn8/nmE6nac2V2rxocp6zL/59RLpusoUArl2LffW/TWtwc8Ql8r1Rm/re1/i4X899p21oUSv395Hf0n7eNN5675ueSQQlMU6Kn+ZPyXeuHc9s5r7b1O8oIOnjUHzWbqBksHYYNL4qCdT3mqHi8ZGRJ/h5VIUJiLXsuUl6lHrXY6MMVlVV+B3vfS9+za/8Cr7kx34M/+C3/bbQkW6KOvE+9FU/Z0TK21VH4+04IY2cmN9jdH1HjphyfHJRNX+NnkOUfcqdv2kC4W1pNDH3O+DvELgqaEGpx2/50R/FJ334w3jru96F/8/v//3pt6qR14KCgu3AarXC2dkZTk9P8eTJEzx58iRtIeKFK7zMNxBnnbiO0yffTtSi7NZt+qsZq/V6nWyZyvW0TS2GoNLBHNyuKonzwlS+bYp+x+PZvxz5u8lPc0w1i8j7VbhvcdLiWSF9z3uhNNDbc3/lc5SoYJcfz7HsdDqJlOq4Kun135C2pf3KkbmC3UAhWDsIJUmUCiqxUqOrGmr+mxNkj2bRcOSKQDjJcWwiAzdFFf/vf+tvoS1G9PP+1b/C5/2rf4V5s4k/91/8F9eiUDmnkcue6X3lImQ3wTNZTjy0f1FfNt2/SurcgedIKo+/LRHz8xQRwdTfjE8aoomGnqfnLpdLfNM3f3Pt+X7We96Dz3rPe7BotfD//nt/rxCsgoItxHK5xNnZGU5OTvDiiy/i8ePHGI1GyXboxD5n3x1R5sIJlk/6b2Pf3SfSb9LuqVwwIkLA7bIbGrDzTFN0rNpuJ4y6HYufx/Z0j62cL+G2GT52Od8akQ89x7NWvEan06lde5MSRLNuvtzA2/D9NrneV/0qyS/HVO+P50RZrk3zjYLtRpEI7jg2yRn4vR6nn32iiKKLanTccEXwz//r/+Q/wY+/8Y2YvbRebNZq4Sd+7a/FX/rarw2vkWsnh1wWiu9fbkTRxF/tdW4iTXyfcwjuOPXPI8fe1qb++HtC7/svvP3t+Jef8Rnp+c7bbbzvzW/G3/uv/+vasQUFBduD9Xqd1gbzT6vDRYGzTchNdP3z2wTPNgWm2PdIUhcVlLjJfuXsYw6R3wbyRTNyiIiOj9smshodz9dNfzdJ9NznuB/yvkR+a1OfnOzp95oF1THQYxy3+W0WbB9KBmsHof+zM32+aV1QlBHJGSk9J2e43ZDxs0gicBPR4rFne3uYdrtoLRaYN5toLRaY9nq42N+vRaduymDpuOSg48H3nsV7Wnlf9Jm3GR3rC6j5nTul3H1GE4sI0aJenuNk08em0bgsVBHp9Rkp5HEacWUbq9UKx/0+Jt0uWssl5q0WmosFpp0Ozvf20F2VvUUKCrYR8/kcL7zwAh4/foyTkxOcnp5iOp3WJrrtdjtJBYG6/9DJfrQvlh5z07ocIvKFbvc2BS29Dfpf90u3kdgptACV29BN12f/9XOV4zE7BdSrCJLoavZKj3Xfo5k8fX4cc92jLArCRtkujp8HO3XsdZmDrjNTZYVfh2oVFr9gBkyr2Ea/A2KV8UkehCzYbhSCtcPQFLoaHqBuEHOTfB53U2RmtVolYx1FxABck2hEyMkK+bc3GuGfv+lNeM+/9+/hc3/mZ3AwGl2rKuV/2o7et96/30skN+A46fscMYocYDSOufFXB7yJfG0iWHrsbSNx3h6PdWKu7+msVHKhcgt1XlH/1BHunZ/jX7z5zfiJN78Zv+mnfxr7Z2dPXeSjoKDglYPFYoHHjx/jyZMnOD8/x2g0wmw2SxN/J0w5kpQLqul5OonX9zw+stn6ncq/vYgEEQWzdLJOkuj2nv1wW6eSQ/UjEeFgW7TH0Xjo9UhKW60W2u12kmvTvtNut1qtGsnyDJb7MZVK6viTKG8K8rFtEmvK+3JLFvz+G40G5vP5xnmL+iX+xriMgm2yH3qtSBLpgebbzJcKtgeFYO0o9s/P8bX/8B/iv/nMz8ToBrKguGmyDlwnQptkY7mIVS5658RH2/t7X/7lqa3vffWrrznHiFjp9+6g9Fq3jTo5ycqNlV//tnIRd9A3Eazcfet9RYSN73Nj7Q7U11n5ez6XZrOZyq7nsk658fqW3/N70O120Wg08M5P+iS0Wi10izSwoGBrsV6vMZlM0h6NnEi7vY6QU0RE5CvCbY/R90qyogm2+4RcsO1pofb0adokuYnsvGawdAy9EIcTW5InJ3D0EdGaOVdGRP4/kv6xH6p+8GCfvvI9fVZEgnPwZ517LQSqgCgEa0fx29/zHnza88/jD7Tb+CtveMOtSofrJFkXF0dRp9tEoRiximRnOQO2qV/aVpS54vUJdXYaIeR3uXHwz9WpRn29SeZ3G6cayRjUmekx6rRcruEOyMc6mpRofyP5jI+Z/lszpFVV1aozqdPV9iO5DMfXJSo3/WYLCgpeuZjP53j48CGOj48xHo9TifbI5qt9Aq6vGfWJvcoECT0uIgJAfh1TVFpdj70pk6WKgAhubz1w6fcSFRfieU6stG/MJlEexwzVer2uSb2JTqeDXq9Xk/rp89Ax0/HVsfLsl98bgFqfNAvG+3BfoIWSFPye+30ul0tMp9Nrpej9vfYn6qPOh7SyrVdcLr5qd1AI1g7itc8/j9/8/PMAgN/9kY/gd3/kI5hWFd74SZ90zRhF5bQjKUaEKAKo0Scabj3WodEwbdevA1yXEER908yMOip1BOzLbeSAnunSz3JjkvvsNkQhGn+/bqRxV4cQyRb46uQpGjt/daemDoXOhptjsn9R5Sq9NmUfPjYaeWTbhWAVFGwnlsslnjx5gtPT05TFiopcbAoGuWwtymBp5Vs9T8mC2snITxI+QdfAW7Tuh9e8LXLHbgpKMiClY6P+Q32DEiy+pz0GrjYQZvudTgedTqcWfHVSqvaZPkmllE6uoqCrB3V9HJzERO/ZvgYjGfSbzWY1n+Ln5sZafZYWv3jagiIF24dCsHYQo14Ps8UCncUCk0YDP3rnDv7yM89g/dL+ImoEnKRscmoKN44AwohgFKnSa/P73DW1f+pEbyot6xkhbUMdUUSWcgQqksdtaieHiHhoP3XsNkVgOQ5+3nq9Ru/JE/zW//F/xI/+kT+CydFRrf1NYx1NVDYRLCVCRBR9jJ5FQUHBbmO9Xqcsg5OV6JXvI8nZJrsSZbZ0XZHauvl8fi3bFPlIt3v6XfSe/fD+6LEeGIwCZZsyYJEfyvn3KJCnAU/1MboXGX2O2nn6A22bpE8JVu6+9Trq4xwe6PRXJ1j097pFjWafvE3PkOb+eF4kPSwka3dQCNYOYlVVaC0WmDWb6CyXuGg28cJLFYiIyIioIXUn5pNuGi++djodVFVVS/PzvV9P++BVoKL3UX+UYOX2B1ksFmHmyQlShMh4R+On/47IpB+nUS89Rp0ZnUu73b5WOcsdlS8mZptvfsc78NwHPoB//53vxE/+wT+YdRq5fgBXC7J1HKLNGdfry4XQXCjMKKnuwcIIKZ2tT5B0fFQSUlBQsL1YLpc4PT3FxcVFzbYoIcn5IZIkZmB0ss9zlQhUVYVut4u9vb1EFFxhsVwu0Ww2MZ/PU/8IEiotgKDrxqJ+A3HgkddXuAQut/dfNDY5IsY+OxGln2ExiXa7nTJXfGWGixJBHbNGo4Fut5v8vtvrSNIXEWB9pp1OpyYRvMlX6X3m7p8k6PT0FOfn55jP53jy5AnOXiqgRBKocwMngE6KtX3vF/cYje61YPtQCNYOorla4Z+/6U34x69/Pd7yEz+Bu+PxNamVEx13YrmIYHRMpH1XI+5QgxU5QZch3ESwlASpzKGqqmv3Tbjx93vUdgnXsXt7Thjc+HqkzceU9+oSQB/jiATz2C//j/4jNF+aHADAp/7AD+BTf+AHsGy38Q+/4zuukSm/byfQDl0npeutOCYk1hqF9X56qXa2GznlgoKC7cVqtcJ4PMZsNqut44nsY+5Pg05u0zRDw0l8t9utkQW9lmY7VAao1yLJUlke+6n9ja7vZctJTnz9aTQO/CyngPCMF7+LskXaLyVNPJ/Ei8FTHTMSr36/j36/XyNYOmZ8vnpP/l59g8oW9Vn6ez9Prx3Na/iMGo0GptMpzs/Ps0G8mwgd/52bT+WyWgXbiUKwdhCPDg/xnV/0RXjxxRfx/33jGzEajYCzs/DYTdkqIDbK7tTU6DLrooY7ao/vnVRFMoRoks7jgLpRo+HTSnZeop7nuBMgImJ5G7J1G2KQI1l67Yh0KqlyJ6Rj8qN/9+/i1/6dv4Pn3v1uNKdTLLtdPP+5n4uf/4N/EN1u99o1/NpOwNyhq2PRCYdOCDqdTjqHi6c5cWF0VGUcm8awEK2Cgu2GZ4DcHxFqs9T/KNQ3kSAwC9NsNjEYDLD/0t6J2p5mjTghZ+ad/oUZJyUNqtKg76ONVnVBzp9qe1VVXZOuRYFBPc/vn+1E/97k66OAnvvxZrOJbrebslmDwQCDweAaSVR/nJP0RVJQVb9EAd/c+Dn8WPap2WxiOp1iNBphuVxiPp8nH6QS1ehZ+VpxDxQ6wSzYDRSCtYMgwWAkzhdjugFzLbo6BJ3Ia3XBdrudDG273Ua320VVVTXZANtVAsA2tW0aMJcWOkmLyB2AmlGnZGOxWGAymaSx4OdM4esYaRseZXMHkZMjOiLjr5IEjzbqGNOxUTLB9+rw1BFyTFqtFqrDQzQOD9GYzbDqdNCYzVAdHaH3hjegH5BlvV+FO+nIOXIcOd6LxSJJa9rtdopKz2azmuRmNptde25RH/TahWgVFGwf1uvLNU8MiHnRCZeKq+3XABSzSuqf+v1+jRS0Wi3cu3cP9+/fT5JmtckaAOIeTEp4dJJN+0h/AiD5Pg00qh3VNUDuq2grNajF74Dra8yibJXDg1ebiiMpKeGx9D29Xg+DwQCtVgt7e3s4ODhAu93G/v4+9vf3E0EhSVG/qn5Qsz8q3yfJ0cBqLnMUEcMcSdTf2J07dzCfzzGZTNDpdLC3t4fxeIyHDx/i/Pwci8UC0+kUi8WiprzhPEZ/i7wvvTd9pnNRkBRsNwrB2lFoqj4iAGpIb4ps8XjNpGhUS7NWGtFzIhBFpfiZEimtWsTsmB8fESxGpXQdj1Z18uNds++lWnUsn2bco3M8Usr3uchmJOFQAqqZrRrBqip0T07wwld+JR79vt+H+//gH6D3+HEiwP7c9b6jaKn/2+UYmr1ifxkZZISX77kOq9Vq1TKO7qj4vAqpKijYbtBuewZL7SKhPsoruvF8DVJR3qZriAaDAQ4ODpKdor8gKdDMxnq9Thl4nbh79olrbnq9XtrHT7Mxmh1jQQ+ew3t3gsN7ct+k0jYPgincr/C9F/Xw8dasG//U/3S7XQyHQ7Tbbezt7WEwGKRrkmTM5/Mk0Vdi6ATLg5q+Li13D/5b0O9zY9Hr9dIf12I1m00cHx+na+oGxUqkcvMhfq/PK6osWLC9KARrR5HbQ0gdUi5KBNQdlToNarGpy2Z2hVkrzbp4MQaNoOlnKunQ62g2C8A1B6fOho6ak3iNbEZEIlrzo0bzpjR/Tr7hEwKFRjCVlPhz0j47+VXHp2OsE4APfdM3pXH66J/5M5ft4HrG0K/tpYhzxNx/Tzo5ApCeF4CaLJGTCpbLZR91UXBxTgUFuwWXGOfIlQfZ9PN2u41Op4ODg4M0kd7f30er1UKv18NwOESr1cKdO3ewv7+PRqOB2WyW9kciKaAPYeaIoF/SwBf9C8mEZrDcZjcal2uBJpNJynJMJpP0GcmWqiyiNVkqX2w0LgsJeaDQfZPL3hTRGGvAjq/dbjdlBQeDATqdDvr9/rUx4vG8Zo74MIOlfsafLRGtBf5E0W63cXBwgMVigU6ng9FolKSDeq3pdFojhPRzufspEsHdRCFYOwiVxUWVmaKIDD/3zAmNKknPYDBIZMizTC7p8wW9ns0iUaPz0vaiSGDO+SrBYoRwPp9jOp0mB0bSpGSL7WnUiW3xeCVi/p7H6/jxVY2xnkPHzeyTR0e1Xb1nJ6AqhYkieZHj9DVdulCb/dsk24tIuI69rlOYz+ep2EW3201yTUYO+QxItvz3q7gpQllQUPDKBG2CBpwItWu5zzQIt7e3h1e96lU4ODhI1QLpv/j+4OAAh4eHqKoK4/EYk8kEq9UK0+k0SbuiLAl9kmZ1aOfZdwYXVfbYbDbR7/fR6XQwn88xGo3SBrij0QiLxQKnp6dpkk+byjHRbBrli/RdDG5G9lJVHByvKEvoAVeXWTabTfR6Pezt7aHT6eDw8BB37969ZrMdN33vFRT//4l79+5hOBxiNBqhqirs7+/j4uICVVVdrlcHMBqN0lhzbDRwqPAgr5Pzgu1FIVg7CJ8s8zOFT1jdIGpWhKSp1WqltUB8r9knnbjnJvRKsLTErhIsf98/PsaDP/En8Oiv/3Usn3kmvF8AKerHe6Gun7pqLbDAMVAnetOYeqbJJQE6QfAIohIZkio/3+WD2kf/cxlhRJj9OSuR0wwW++iEMBoTby+K7unCcE44+Px1rYTeXzReBQUFuwGV+EXI2TjaQl13NRwOUzCQmZa9vT20Wi0MBgP0er1axiiqFOjZJxIs9YUu1yPRW6/XmEwmKZjE/lCC1ul00jpUrr9iMGo2myX76eNDH8L7BjZnp5RkOXK+IvIrnAPo2uhXOnq9HgBgOBwmmShJsBaUInQMo++i+UHB9qMQrB2FZk2iCSsNhDouJVXMWNFRUf7Q7/drlZLUCTlhcfmaki3NdukxbtwbjQaO/vpfR++978Xh//A/4Pgv/sV0fw62AVwt0qXkwyV3UXaJBEgLX6gT1u9zcgwfSz1P35Ns8DhGx3gMgNq+UoyucswoS3Fytymbpd/pb8K18HqORmkdkcxSnwMdM++dWUneT1VV6R45lrnKWAUFBdsHVVtsgmbWaee4tur+/fvY29vD0dERXvWqV+Hw8LBWhKnf76fKgYPBIEnb6MNomxiQ0/0HadNUHq8BRbV7tHfsIzcsVkXHYDBICotms5km96PRKJ3LrL72QYsnqH8FcK0IAwOJqojIycHZNt9HQVANsr6ccr1/2+h2u6lIR7vdTgUwGo0Gzs/Pk38iGSZ0TN3Xqv8u2H4UgrWjoJ6chplGwSUBTpBoVCkL6Ha7ODw8TBpsOi2dgEekKpfBUi07Dbcacs2yfOZnfzYaL2mjAeDg274NB9/2bVh3u/jIBz5wTfrITAkn6HQ0msFSskWo7p3/JpGiREOrJCnp4vE6FsCV01N9v57DCQLPodSDTp7vGdFUnb1ujqkRVCerTrBymTdCfxPsY7QOgNfV+/EIH4BaJhK4JIwkkiRY6rB1suLrwUpUsKBg+7Ber5OsG7huqzxTwMASfdH+/j5e+9rX4sGDBzg4OMDrX//6VMSCNlDXYNEmAUhZJdpa+gdmvmi7KX0mwdKAmJIWtY2UCKrdYp85cSfZajabGI/H6Ha7aTwoJ+T9T6dTTCaTNCb0mRwTXd+s48TPcvJvvl8ulzUCpcSK0kctPb8NqKoKd+/exXA4xHA4xGq1Sr+T09NTNBqNtMxA107r+f5XCNZuoRCsHUSUsvaFl0qKPArjkSuPYLmRvUlKFiH63ifS/9u73oVnv/EbsfeDP4jGZIJVr4fx7/gdOP5zfy4kB952dG/+3uV5ubHzbI2SKydYNLSMJio5UzmKSjii+4nWf0V9yWXRcmOs7eeg7fmxUfYuN/6akaT0Jcq25doqKCjYXuSCPTdBZeWDwSBNkrn5LVDf+JzkQEmE2huSEK45IsFqNBqJfOi+WkROakdb5zZfz1dZvf41m80UHGT/VFmhsj8lUirXViWA23yVp+t7VWbovW3yJ690kKSyaBeLX/BZsABTJP2PxuQmv1qwXSgEa0eh8jL+T89/u2FwWSCNDR2NFlJQQ6/wFDkdE8+jXILkTaVx6gSZ2el0Ohj3+zjq9bA/nWLV6aCaTjHr9XCxvw+8FM3T66ukT6NOuig4J58DrlcCusnp575X2QULb+jeGBqdpSxEnSOhn2tmi3um8Dm4NMUzQ2xLr82xyd2TRzw9wqzZrU3QTCWfNSPHlMiwz16+WIu0FNJVULB90IyN2hn1N6626Ha7uH//Pp599lns7+/jVa96FZ555hn0+/2awkLtPGV3WqCCPk/BwkuEysw/EYLhASTaXS9CpcUltAofz5lOpzg/P09jASCRQK4NY//VRquKRLNZLmFXlQmfAfcRUzUMs40vZyZL5ykcs1xBiX8T4DxkOBwmaeeDBw8wGo1wdnYGAGlMdO6ja7H4vJSMFWw/CsHaQWimQ4kG3/sGwHQ2JFYkVyRYOjn2TIO+16xMlBXjqy+eJeminExLwOP55/Hx3/N78MLv/b149nu+B53nn08Vf6qqwtnXnAFV/d61b+v1GngrgN9zabgP/q8HqD63wvnnnaN50cQn/81PBtYvEYq1kJA1sMbl+R/59R/Bhz/jw+hOuvjs//Wz8f7Pej8+8kkfwf7xPt7yT94CcO6f6cdPfdpP4YMPPoijsyN84b/8Qrz7170bL77qRTz3+Dm8+SffjGajiWariQqy6WMFNKrLcfron/5ocsokNaxQxairFvEAYlmgksccwdJjPWvG5xdFNvVPHQ/7oxUPl8tlkttMp9MUKSR4r81ms7ZfyjZGUAsKdhnr9RrT6bRGsnKZd9qWbreLBw8e4JM/+ZOxt7eH17zmNbh7924qYqESavoslt0mGbntJJjE4xOBBsx4T76+VvfB0kISrm6YTCa4uLio2WRugcFiQlFgTWXa7ns9Q0biqUEuJYONRiNVP9RsYI5UuO+4jTqEx3LewfnAywleR0k7Nx/mtWazGSaTScpqsaQ/ZZoulyRJBW5W7xRsDwrB2lFEkrMoE6BadY14RSRJ242I1iapoMvG2K7KJEgW2G6j0cBPf8M3JEN7/vVff9nXl9bvjP/IGKv3r9D8dHEqLxEjrCUbs86XVL8+cPnP0vm5ZMoalyRrLf9eX14/Gq/bZGW6H+niNd/0GrzwZ15ITkEliZpZIoG+1i3JSvG6StYiaDRZ+6uFRBIZRLzgV+9Pv3fZIF9zfS/SwYKC7UQ06dZAnULXA7HgUq/XS0UpfN2pEohorei/qfshKfHtL/T6mg3SPbhUdaF/vgEygNo5OmaeDaK9Zlt+jK451lLwETnyNUaaXdQAbESgIsm7B/J0fBiQW6/XL2v1Qr0vJUmu5Fmv19dK7zsKmdptFIK1g6Ax8MIKEWhQaFS4Gz0NixpnNSZuOPUaESGLFtjqsaqTZz/4npsOa1Sr2Wyiu+gCvwZY/ZXrpWq1T3ROAHD635xeRjNXFXAAfPhPfhjL5RLj8Tg5PC5sVanfarnCvDPHP/m9/yQ5opODE/zg236w5nBU1kFnNJ1OsV6t8WTvCb7z874TANBFF4+efYQf+l0/lNYQcBF0v99PsoXX/7XXo8IVYWG/GGnU0vOMQKqsztd/8TnwXB2zKALqpFQJeRTBVPKkz1tlmowYNptNzGYz9Pv9WlVEjfa6oy8oKNgeMLvkcnZmuoEru3NwcIBnnnkG+/v7eO655/DMM88k/0DQzmhFWu47BdS38tAsflT8CEDaGFhtnEumNUs2nU6TfeU9KdlSv0I/Mx6PcXZ2hvl8jouLC5yenmI2m+H8/Byj0Qjj8Ti9qj3WzNx6fVUsRK/DsdF9D9WXa/84BlQPcF8uZhc5rj5WTpI4xqvVKvWJ71erVSoAoqoa9zNKmllgi8W3mOljtpL+xBU2uYJWs9msth+l+h1e4/DwEIPBIBHX6XSKJ0+epHtRMq8BRyegBduNQrB2EC4Dy2VL6DRIpnzdlS8IVsMRrXeKomJ8TyNOA+sTfl6/0WgkeSJL7CrZ0s12H8wfABVwfnyeMiQqT/Mx8Uyb6tDV4Sghi9YhOXlzp3eb8ffIn5bH1fcVKqC6XvGJ/fdqUQBS5UgSbUpv2KdcBotkOypi4rJOOkFKKjRDFVWZ1KwbHeJyuUSv10vBAFZ71N+Y/nYKCgq2CyQJGpRicEbtdLvdTsTq4OAADx48wL1791JWi23RTjoR0GqBSgR0c2HN7PDY8XhcK2MOoFZxVu+DRE5JS0QyfD3TfD7HZDJJZOvi4iKRrdFohMlkkggWwbFRgqVbeKiPpY9T6aEG3TQYy+/a7XaqYEtCRLJFm65+X++RhHm5XKb9wBaLRSKr8/kc4/E4jYM/AyVYlITyOe/v76cA8NHRUQrUaeCVcwTOZ1RVwfudvlSdWH9jbId7ZGlmkKTs/Py8RrhdFu/zpILtRiFYO4pNpEqhGQf903ZcJgDUs0K6j4kSCnV4vqeTTvh1Es11RZSjaT/dYaxWK6C6WsAcTe6jcYmg0jXPwOXGcZPcZNN3vl7JyWGkac+RNCVqBAtr0JlETl+jtxqJU2mOOx8ew2fDaKeTKZ7DV++7H8/nyWfH9qNMaEFBwfZAfQThNkgnvnt7e6mMeiRnp19gNsLtHskMs+fMbPkknD6JBEsnzurLeC5Jhh6rBEYzOmxbCdZ0Ok3kZDqdJrut2R6OVyTFi6R3t0VO5uZyb/XlVFCQyOkaOvafhFHXMNE3kWAxAMj7itZnUwaqW3xwDa8SLFXjKElXH+sBO71HDSxqsJASQc0CRuPkGbSC7UchWDsKn0C7jEsNEg0YS9zqHk7qsLxghmrHdb8ojfipUdZj6TT4uZao7Xa7qYIR+8T3NKjtdhvPzJ9BhQoPHz6sRaBcyqYEQTNtmmXT8zTayfvguPHfORIXZbMINfa6abNm7JhBSsb6pfVkdMA56HecOKhjo3PXal10Ml5Vi85IP9diJDyG2UVGHJ2ke0ZRJwI6Hnw2qn3X40pUsKBge6FkBLhSR1RVhX6/j4ODAwwGA7z2ta/FG9/4RvT7fdy7dy9NspnhYMaEmXBK3CjBY7vcRHYymaTsGXBln9Q3sT0WOCBB4Hm6bQl9WVVVyU/l7pXt0A7TRp+fnye54PHxcZKl8doE/bH6VcrFNTipJNQJqUq5eayWs+ef+j2Ow3p9WXhjPB5jtVphPB7XsnAqfyQhdYJFn8T2csSFqpput4ujo6M0D9jb26stbyDhonRwb28v7YmmxUPoG+mHdRkE75PgdebzeSL3Sn51jHlu8VW7g0KwdhAaQdPJrE54NRWvC4c1Nc9zVUvOCTon78xIaZYkktfpxJ4GbrVaJeNKI1hVVW0N1mAwSARrMBjUDOlivgAq4MmTJ8nI6SbGWkDDKxHp2JA4uFNSSYlGujxTE63BUvKm59DB+YJtdWwqN2DRDpJZ9p2vOinhNem06JgZLdQJBYmyEind80yfh1d4ZF91/Bjh4z3qOEZklFkrJVh06N6/omsvKNhOaCDLP6OfGgwGSRb4ute9Dp1OJ63F0awFqxEyQ8V1Q5TYcXJ9dnaG9XqN8Xic1jWp/dTAIW3neDzGyclJyjbxc9pDEh76iv39ffT7/ZrN570B9SqCqjg4PT3F6ekpFosFTk5OkiSNdlt9iqsRqADRAKBmhDzwRbvt8nTfl0v7zozTcrnExcVF6t/FxUUiU+fn59cIlpJIbqLMbBfJViTDZyCPBOvu3bsYDAa1NVgkVQzC7u3todVq4ejoCLPZLG0SzTkAx1x9rcrY1XezzVarhX6/n9a08ZlpkFD9VsFuoBCsHYfLzVR+pUbXj9GiAyqNUOkZSZO+V/mEyhX0c5IxjVzSQbkO3qUjNUKxXqFCVbueaunVkfA7neT7v3msEqwoCqnjpH1TMhsdE8kQVV7A4/0PuHIKHuXT6/o5/Gz//Bx/+Ed+BH/tcz4HD0V649elQ+MiZ78X/Uyzjn4/HEtdH6bf+XPVvvjzKSgo2G64QgC4Wv+iygquwdUgoMq+mBkZj8doNBoYjUYAUCNEatuZdVFyxbb4SqLAMun0dTyPUHlYs9lM/o79U9vH+1PVh/o2Pc5t+6YxVLLA66kyxO2sB/0YuKRKQe07yY9KG5nN0jmAkz4PZLKf3JqD16Jv03XEkU/Q7CbnIhqoU8WFriNXxYaSOVe26PIDnUMo+eT9aqC6+KrdRCFYOwoaa9Wh09iphEGzVkqolBRpEQKNQul7rQqkm+yqQ2Hb6lBoyDzjRDjx0w13V6tLgkXJhzoTLZqhxItGkmPka4sAJNkbj6NBJ7wEr77XKJwTLpVg6AbOKmXUZ5X2gMIao9GophuP4E6UZO53/9RP4dOefx5f+bM/i7/zlrekSKSv81InpERJs1rcJJgEiguhWX1SJTs+uYjklHrf6sD4fGrZvIKCgq0C7ZxK17Q66mAwwKtf/WocHBzg3r17SRZG+wIgkaDz83M8//zzOD8/x2w2w8XFRbJpumaK1x2NRsmHaUBQ1R/sCzMz6seYXRkMBjX1A4A0+dfrAfU1yh4w02Am7019JL9TOZoGq2j3de8ryu2pPogk3Pycsjpmh/b392sFHzjGZ2dnKWvFMWb2kO99nZNm8UiseE9akIljws/0fMpAqYCZTqfp89FolNZrUfFyfHycMluHh4fY29u7Rj6n02lYKENVPEo+mTXTeQ7vTX1dwW6gEKwdhUaNoiyFrsMiMdEoHI2FLvSlFJBGkTI0Gj0ANWfmf+rIXO/MybhKEwnP7ihJq6oqae1puBmxUtkDDbdK1vxafK9rsJRc6cJrHu+RSf9M2/dIGJ+Bt6kEd7VeAWukcdeomUL7xu/+/Dd9E9oirfviD3wAX/yBD2DWaOA//g//w1ASoRMAlUmoDMLJIO9hvb5aCMx+uFzF+6j9V2LI6zsJLCgo2B5o0EzVFiRdrBZ3cHCAvb29JA3k8cyccAPck5MTnJ6e4uLiAk+ePEl+yX3Qen25hogSdVdH8By+Z+U7VULwjzZPJ9peKZftqISMryqTVrLEPugrj1HZnhMRBvIojXO5n/abhIxjzUwh19d2u92axH86ndaqHHLz40jFQqhdB+rl013iqOoWbUN9gas5ms1mrXAJN68fj8c4Pz9P2TL+zuifGNCdz+e15QXMmhL0RwzaVlWVrsfv9bVgd1AI1g4iciYKdQokNlFqH0AtYkR5AMkWI4c0qlFUTifTnKBrJo3HMNpWVVWtNDslC76eBwA+8tqPJIfGdm6CG3qSAG1DyYRKBCMypmOt4+fHq5PRaK32h+fofTz59Cfh83Nj7pmrdruNv/rH/hh++z/+x/j1H/wgOosFps0mfvL1r8e3f/Zno9/v16K0fK+bWfq48nfByQ/vWaO8AGoTJu2bTig0K5WL/um/SwaroGB74UEdQtfTqq2ibZjNZjg9PcVoNMLp6SmOj49xdnaW/q0Ey6/DrItfV32Wr8v1vrVaLQyHwxppUP+qbUfBRgdtJ20l21B7qrZfM1IavCNpUuIQydlIyii9JKkiMaNSgTaeREqzTZFdVzWM+yqOGwNyPJal03meKlk4FiSOmmVUsqg+mL6J48BgoMogGUTmXIN+zZU0qtRhZk6JlQZ1SxZrd1AI1g5Csy9aIlYntJ1OJ23ORwOpC2l10qz7V2glIOqvk5RtXS8GoRXxdCd2rdjn+1dUVVXbbNc3ktT7e99veB8AoLls1iSRuUWmek06FiUWNNoq3QOuomwqM3FixTa8OqLerzoylQsqyfPs16/8ll+5/HwZEzTCZR/tdhvrfh+rvT20lkvMWy20Fwssh0M0Xv1q3BMdPCUdmqGMyLZGm9nX1WqFVquVfgs6sdDny/HnODi51mfL++Gx+nlBQcF2QbM8GnjhJJdZlfV6naRgtEuj0Qgf/vCH8eTJE5yfn+OjH/1oKrhwcnJSm7Q7VBKt65EpdXaiov3kZJp7c9HvMMikNs9VE2rvSSbU/7DPJBPsqysO1NYzu8ICIOo/6ecjkqYywl6vhzt37qSqwpQOTqdTjEYjzOdznJ+fp8IW2meOHUmTE0n1k+rner0eBoMBAODi4iJVe1TQh6ickVJEl+OvViuMRqPatauqwuPHj1MWj1Up2+02hsNhIpMsjsHxUBnqarXCxcVFUu3wPvW348+pYPtRCNaOwg2avurk3ifLJAg0nk6qfL8OOht3VDqB5mckLlq1Tj/TdT5cB8W1SsDVBruaIdokLVT4hF6JoDpGn/ArYdPsnEcho2yQX1/JkZJMj3hF57MNnhNliDyitl6vsT8e4yc++7PxE295C37je9+Lo7Oz5EBJsHgOx5BRPb73+2bEj2RL5RccJ56jEU3tr2cw/f71vgoKCrYXmzI66htoe2iTOJk+OTnB48ePkyyQm/Kenp6mAONNARoGhtRGkzjQlqq9JMHqdDoYDofodDopwOZZHVWLqJ2lP2PBhMVikfyyrj/VLBXHi/bT+6xqDy1UoYE7z2DRD5OccU2ZZuyoXtG9uZRMuHzen6uqXBTdbhfD4TA9Uwbq1EdrBo7jo+uUdbwZCPUgJwueMBO6Wq3S+/l8XluTzueua8hWq6tNojWD5c+0YLdQCNaOwmVrAFLERSfnqg/3RaaMUummgIzgkHi5tEI3+mNUDEDNSDIK5USPrzT0KnsglGR9yT/6EqAC3vU735WMYs7IuVTDP9fx0j89L5rwu7xS29FxcdlJJIeLyMSv+9u/DlgDP/2f/fQ1GSDP430oWeLn3/XVX52c0D/6si+7JEeSwVQnTzmNZ+x8Qa+usdJxVFmGTwrYL7bvMkoloDxG769EBQsKthtqa13CTrtCGzWZTFJGhaXNR6MRLi4uUvEKKi9yQRraLFUWqA1qtVpJMqeFGSaTSWpDCRbXdDFAOZvN0Gg0MBwOa2ttI/khKyQqkWFA09c0sx0lU1o1j2RJ1175GKhCQP/UZmvVXwZUNfCmgUIPWCrp4WecX3CeQII6GAxQVRVOT0/TnGIwGCTppRY1Yb9V3qnXpHxQfbH6sNVqhbOzMyyXy9q+WFzbp2u7NXPGsdffZKS8YB8L2doNFIK1g+BkmwSJk2OucWJGSA2HGyUtZnF+fl5bSKySQABpst5oXFXx6XQ6ODw8xHA4rPVNF96STHlWhsf4PWnUb7FY4H2vfx8aVSNVtdvkSGnYVYri32vky2WVUZskIl4Uwx2hOjM12prJcekI8egtjxJ55DOL1gOoHJSRPpXkERxf7tOyXC7R6/XSb0WfL53pdDqtOUftC8eR3/H45XKZnBFfvRqjZxWpjweuHKZHewsKCrYPtJe0EbpGRoN7LKpwcnKS9mH62Mc+hkePHmE8HuOFF17AeDyubbZOu+vXo61ttVoYDAa1oB5tEeVkGkA6OzvDo0ePsFqtsL+/j/v376PdbuPs7AxVdVk+/OTkBMfHx4nseAU/9Svc4wlAui73kqRd1kAaVScMROpGvPzTjes5joTaXZcXkpCpdJyVA+kHlAS7koJ+UFUx9CUXFxdYLBap7D5leXfv3gUAPHz4EGdnZwCAO3fu4Jlnnkkkl3MWtk3JooO+Tqs9qvpmPB5jNBolUjsajdKzX6/X6Pf76b6VvPJeOp1OSCB5/4Vc7RYKwdpRuHRNJ/FORjQKpBXsGE3TncvptBSaMic5otFmBovXaTab1zaJZF84EdeJtkrv2Hcazfd90vsuycSqXTt205hE32t0UB3vTW3puZrtirItTpBukr6x/Rfe8sLl+2XdMeorj4/WMfCa/hvQ7CEXIlOmQgeuzkJJHhFl84CrSZLLN5VA5uRAlOPwmkUiWFCw3VDywH+r1FyDWQxicbLMP26oziySBpzYZhRUo11zuR1tJQkSQXm8ri0mOZlMJrXsD9dSaXDIZd1AvYogfRsJALNmug7MA1y6PYn+5YpDaT/os102rwFDjrtK7rTfPq4RyVCZoFb4VSLNceN3nCdwDZ6uVdNtRjzQx7H0AlUq7+QrSTWJMe+H1yGx4+9QlSP+u/WxLdh+FIK149BJtRpVXbwLXBkgTtJZKYgkSwsh0IgxstPtdtN+E3t7e7hz5w7a7Xbae2K1WmEymdQMmMsK1KGqwaRhp3HWYhs4AdAARoNRIl50iDSGXg6dJVndKajx1LVpuv7Io6tqWH3NkTrvnAQjJ7PjubPZDNXp5ffz/jw5WkbX3MhHMkiX3fC5R7IR3psTI30eOZKqz07XtHGSExF7HWu2GZE6J3YFBQXbBbVlOvlmBouqCm4ZcnZ2lsqxj0YjTCaTlDn3wgskGsCVja2qKiktWAmQ+ybSRjK7cnBwcE02zmu12+30/uzsDMfHx5hOpzg+PsaTJ0/S2h6ur6KckNfRjJlK9ubzOU5PT1Nmi/2nrA5Ayl6pPJD363LBKCgXEVlmy5gx1PW1GhRln2ivdS2UZg+piBiPx3j8+DFms1kaU832AZfklYRnOBxib28vtT+ZTGq/C5Lpi4sL9Hq9JMPUbVrYD85X9vb2aoFIjjPXZ7E4hvp5JegehFUFCn9buQBrwXaiEKwdhGYJGAEj3OmocaVRopFkFI7OS2UDdE7NZhPD4TA5qPv37yfJxP7+PobDIebzOY6PjxNB8PVDvgZLDfdyuUz7jyjpG4/H+Kof/ypUqPAtb/4WAEgkbz6f1zYLZqTRi2P4hF9JAsdQCQJQXxukmRpmgRhldCLqY+6V9JTEMco3m83wG7/9NwIA/sX/8V+kPvqYkRDp89f2eL+Uj2jmUJ0Dx4mOhX+UorC9aA2VgpMcHuPPVXXu/I0SzGBp1ktliQUFBdsF/f+b/79r5oUT/8lkgtPTUywWCzx58gRPnjzBeDzG2dlZ2lyYMjYWLFD5MSf0DB7t7+/j8PAwZUtIsJg5unPnDp577jncvXs32WPNaiwWC3S7XYzHYwDAkydP8MILL2AymeD555/Ho0eP0Ol0ksxuMBjg2WefTdJ4FnAiCWo2m7VCEufn5zg+Pkaj0UgkgOeyzyoRJKFiVo1KEN5XlFlR+SQDoVSqcL8rDUr6c9HzOLasOkjyRCLEsQGA5557DgASYWZAcTgcot1u4+joCHfv3sVqtcLx8TFGo1GStnc6HZydnaWiJnfu3MG9e/fQ6/Uwn8/TmrnT09O0Jm44HCapJ9eTAUgZTz5LBpTX6/q+V+7/fZkBoWveC7YfhWDtMDxLBFyvfKNwiZxWCtI/bUv16mrc9VUnyk8LLdSh2uf1eg2sgTWu5IMuafD1VCQiul5Ix4B9dELKsVFSpkRHSQ6JFjM5/hz8z9vX7JdK6XT9kjq2aKGt/1ulN7lslB7jUU6N0pFMkkjmnImOdxQ95ThFckG/vn9WUFCwPfD/t2k/Pbuttl0LQah8TW2JkivaSQYcSVR0rZISCGZDKHPn2iOex0AVA0YkCJy88z1wuf0JfaEHqNhPDULRZ7LvXqhDg3VedIhjp+81kBqNtdtlvqr/Z3u+Jok+SDM8KinU8SCZ0XVcWsCD6+H0T5csaECWfoj+XceR77UAh46rziV4PtsimeT12AcG/lwpEmHTdwXbhUKwdhBuXHVCTWkC5QmezqYB0km+LlpVeQIXqvb7/SR9YNZK90NSw6uv7CuNtBpyGmEaZ5XO1QpQVFfkhNr8KHui2SPVrvMzRgD1WDoINcCqh/e1RiqRU8mbO25dTMxnw3vT8veMvgFIFanYVyVk+szcgasTnEwm6TzeKycGdCj6W6HMT9vj2gB+HkkT/XelfeJY+FqxyPnrpKEQrIKC7YQHk2hjGLQjOZrP5ymromuv1ObzXMrGWCmVxEELLBwcHODg4ADL5TIVzdDsD+2z29hWq4XDw8PkDx4/fozlcpmyaLyWyv6Aq/VbtMXc06vf7+Pg4OCawkGJhu5LRbLGsfHMkmZbnLzpuiRCZX60+dE+V0B9vZySsNFolApPXFxcpOfEjCILUtBv8t41uwigFpRl9eLz83OcnJykOQfVKDx3Pp/j8ePHKfN17969dL/9fj/dF++NZeiZWZxOp2i327Uy7Gxb/boGpfX3qoFZ/a0VbD8KwdpBcAINXE1uVTesxplGkgZCM0a6STENGqV3w+EwyQT39/dxcHBQe68TYiUoOmGOpIt6nhIOPbamc17XKwyOx+NEjrSSnTpqjpGXsqUD4iaEXOvEMSTRJDmhQ9f3JA8ccyVsjIjSUeoaA/aXk4YkSVktUaFKjplVjAgac8/W0ZnomgONBLoMU38b/Jznsn/ApXOibEJ/V/qeUWK9L0W0Bkz7xH/z+0KwCgq2F76uhaSDmSKuiaIvmE6naRLPf3MCz+DP3t4e7t+/j263myRrAPDgwQM899xzaLfb2Nvbw2AwwGQywS/8wi/gYx/7GHq9Hg4PD5MMzwNOXEt1dHSE1WqFR48e4eHDh1gsFik7o1taaBZltVoluTvt+3q9xuHhYZK29ft97O/vJ/+g5EoljPRdnr3yaom+dkpJI++L/o190mIQ9GHqn5VMaKXBi4sLzGazJN9jgFLbpL8bjUZYrVapTxwrkt/1ep1khycnJ3jy5AkGgwH29/dTwQve22w2w8OHD9O85JlnnkG/38fh4SGeffZZzGYzfOxjH8MLL7yAZrOJO3fuYH9/H5PJBA8fPsRoNEr3or6TGUd9lpSHcuxchcLlAQW7gUKwdhTRRDX6903wKI1Gwmjc3QDzeJ106ySeZE0JV7QwVImK9qNGsKyvJBMaSeJEnxk1tuNrrnTsSJQ0s/ar+fMxdMmGZ/o0C7fG9b26+G+PqEUyQZXYKLn1czkOSqqjDJXehxNflS9qls+/49gyIqznR7/PQrAKCnYDmpXx/++VDNSUDC+B5zCYpdl2AGmSziCjrieKZPBqk10Czu85Kdeg1iZb75J7kjKqS1S25sQz52tdGqhQP+TBzeRjAv+i3/l46D1rf102rvI9+lUAKfDGz+gHdIxU+qmBX/WN7BP9DIOqXKNGhcZgMEC/308ElWSp2+3WCnvwurwHPg/eg2YAVaKvQcmC3UEhWDsIGgIah8jwu/xPDZcTGkZttAqdbhCsBpwSARIp1Tarhp4Gl47FiQjJEM/j5yojQQVUyG94S2I0m81wfn6e2uTkv9/vp/uNonXqqNSBqNHX9yphVGemf1qWlt9r8Q4WFUmO6iV7vVgskh6f3+skxCcAHC++8nlMp9Nr2SH+qePyDCafARdtM6KnY+qkl86Oz5wRQt4P71/Xl7G/JWtVULAb8HVC7XY7lebmGpiqqmpyM92bT2XXe3t7Sf7HDJYSEGawqqrCw4cP8fDhQ1xcXOD09DTJsOmvuNaLMkRK4GgbKV9Tn6SkgYUs+v0+9vb2knyRdlz97unpKVqtVm2PrSdPnuD8/Dz5b1bY00JF3CNKJZW8rmatVHLoBEul+8wa6fICte8ce2bjqLZg9m65rBcB0XVNANLzojSPywkYyKTPOTs7S76V/ga4qvR3cXGB9XqdPld/fX5+juVyib29Pdy7dw/r9Rp3795NbZ6fn2M0GqVKx4PBAOPxOGXN1ut12tNMs5Fa9MIVQZQTauCyYPtRCNYOgvI34Kq8Kye2dGIqG/M1V56tYBt0EEzNazaL7XIzYl6TRlP13HyllM8jbyoV00yUZk08gsf+ataK90iJoTqWKKpI8L50YS0lIkoSlUBqlFMdrt+XOjlt20vip8wR1rXrA0hacX0O+r2PVzSW+lvR/Vb0GdHZqTPxsuv8nem6OiWOJG4kjhqV1Uym/wb0mk+bdS0oKHhlQbNWWlyCpAVArUw7K+2pHRwMBrh7924iNPfu3UuyO1anu3//Ph48eIDFYoEXX3wRjx49wmg0SmuGSH7os3gd7rtFwnVxcXFtbSn9BmXS/ON6MCU8JBR8vbi4AIDkBxgMY9U92mlmubQIB0mVEy0NiOoaYEIJhEoEJ5NJygCp5B1AqtpImR8JiQbndM2XFotgW+v1GqPRKI0Zy7Gr7z47O0vVGSklrKoqPQNKLfm70cIbJGH379/Ha17zGjSbzTSuo9EI73//+9OeZYeHh6iqKpX81+rJ6qM491FFBr/r9Xo1v1981e6gEKyCa5kFTalrBIvghJbOggRLi0AoSXCZmxttlx2owXYpo5KgTfdSVRUqXGVhXA+t/dGskksNI6Pokrjos0g6F40h21WtvMo1eOwmWYY/O94LUF+DFR3r521qU//0ufEYf85+v37vXgXMpTXRfRaJRUHBbiIKplAl4AEun9BqASFKA5kFGwwGiWBFZbddDaCBMy39nrOf0X1oMM0LS0RKESUXKlXTe/TxUT+iWUCXJUbn6fn6WeTTIh/vyg9XMGjfSFp1+w8N9HnAzfuhvwcNAPK7KDCr/p2El2Sdvw9X6fCZqYpDA6gaSFYlDJUa7HfB7qAQrB0E/+d3vTLlWLPZLGswGVFjpItOiwZGSZaXqq2qKkkFgPqeEYwM0WBxsTBwJSVTR6QSBv0337daLVSNK/IC1Atl6PoiOqtonNT50MEy6uZFPlQWSKPrjpLjrNkrRt+06hPHkP0mcuvCnCCqM9L3ThyjrBWP4zm694c7TCeu6vjZduTI+fvSyCV/d5GcUCc6TpRvO7EpKCh4ZYJZCM22U27OvaC0wirtFYCURR8Oh6mAweHhIV772temqoGU6LFtVqbV4gqUorFQw3w+R7vdxunpabLXzELxeN3/SQNJ3ACYf7yuBh+9RPl6va4pGNR3R6SJfeJ6Mv9TGbcrNpSUKDGL5gWa+VIfrX6Dz1Bf6fuodFC/MpvNUnscBz5/zWYSPJfFMZi5VAkos3zM6k2nUzx69AjNZhMHBwcYDocALgudkPSNx+NUsZh7ojGTRfUNnz/HVUHlR8FuohCsHYUvBtYoEA2ap7JJsABcy1Cp0VTDrhEdXe/l7Wr0UeWCahxziMhWs9nEz73u55J8wMmSkhHtk2dQ1FlpVJOSAs3keGZHSYhDnZZq4HVRrBJDhY7FBz/lg9fGwQt2sC2274uj9T41o6a6d/+98HoaueNn/D2po8s5cZbU5UQjlxF0YuiEujixgoLtBm0lA4GcAJ+fnwO4Kh1Om6X+gxIull6/f/8+nn32Wezt7SWJXqPRwNnZGc7OzhIxILGj/Iu+ilXwHj9+jIuLi1SVjtI7AGmSrgQJuLS13Jhds/i6xkihAUAlWESUeeJ4aabM/3LkSX0A21F1gfaLxzFgqOuySFTdR2i7Oo/QgB59D4NvPF4zUxxn9bOsSqgEU/tPEsTqgsfHx2i32xgMBmld2t27d1NZ9uPj41QOfjgcpvtiX3U/M67z03FUgqvZxILdQCFYOwjNYHnqnc7LJ97qHOgQaCgjEsLraFTKJ/HRZNllDWr86fCcEPq9sZ33ve59l6RweSURvA1y1ydyMj0ncHo+nUV0LZduuNOjkyTB1Wfzi2/8xcv3qEsndYz4fFUGuMkp5+6FbWnhCn2eHBN+rlKXiMhFmT13oo4ckSoEq6Bge5FTHpB8UFmgwSPaHS2hTbLk2TBOyrn/FNeD6vok3wJDqxiqT3UyxX6rD/B++p9C/+0yNV7DZXDumzf9Rde6yVeqDM/nELy+Bum0bQ2YaSbK+6TkWItv1JYBmH9iwM7Xk7Ff6/U6KWhI0lk8pNvtYrVapSyoqk9IllgghOSZvzugvh+kX1PvvSgudgeFYO0g1uurPSRYcc4zJk5iaGDo6GjwNCvh2mkaMhoYzdi4AWebPM4lh25cN02o2a/+rA8AGHfHGyfmatB1oTHlBLqxJCOYShw5Zt5PjqEadhp9JWB0RCpfoDGn0+eCYi17CwDtcRtYA6P26JpzpBNUJ+AyEnVOETnUZ0uZhhJnh2Yg+W9GDjkh0cIb7jA186aOmG3xHvT5FYdVULCdqKor6bTaEGZ7JpNJGPzSwA6r6Q0GAxwdHeHOnTtJDsaCBU+ePElV/46Pj9NmxSpz17VeVEawSh+A2ua46ks56dcJu6/dYcZNFQLqW5TM0XYCV35QbbXva6UZK89qeXZKfVYULNXgmErhNYvFMRuNRokM6nox9bnqeyJ0u10cHR2h2WxiMpmk4hPA1ZpvJXK9Xi8RY+4nyWfJflAWqMW0XnzxxSQBZP9ZfIll2g8ODlIpd8oCmaHjs/W1Y0Behl+w/SgEawfhkjxGcQiNtHnGge9V/sfjdB2Q6sn5vWqunbxp5EoJljorjQT5+Y5ms4m3vfdtAIDv/oLvzq7VcqiD1KinOjglONonXaSrx/M4ZnVIJDRCx7FRZ0jHrWVe9f1qtcJv+cHfAqyBH/rdP3RtcuHZKn7uGTIlLHwOegwlG0p+1ZloxFYnCfqbITnjNSNSpBHQ3HONoryFYBUUbCdon3RtrwZ8VA6WAyVaJFnD4TDtf8US4ix3fnp6ipOTk7R+SCfxuj6Ik3gtUsGAoto5taW0W17NlUEoD9qpXaPETK8XBZfcrjuB8qCeSrfZpsNtrgZT6U/U1/AZeQEPD5RpYSeFnsPqjwwuasEt9p3SvvV6nbKMugZcydVqdVWRcTabpZLzk8kEZ2dnaLfbuHv3Lvb392v7bAGXZfA7nQ6m02mqDKjrxTyDRX/pBKuoLXYHhWDtIHQSrJNlNXaaLXDnpc4DuHKCGsVR3TjhEjmXjTlcgx0hd26z2cRPvfGnan3WSb+Ph7anTkfvP5rc69jo2iPPZvG9OrrICaosULOFJFt0+jTmH/ysD9bazY2P9kszRyrhiCKWPlY5R6xtMOKnhJlyCvbVfwsekdXPOX56jpL+qJ8FBQXbgcgukeBE2XS3hXoMS6rTRzUaDYxGo0Swzs7OcHp6mrIXWo7b/RsnzxpU1EwP7Z5WtnOiovZUz3NfpdfRcaFf0DbVP6tf8QCeyiS1zUhd4sQMuAo0UrXgvlrtfOTHXT4e9UVVMSQqGsBVn0myw2fFYC7nIsw28Y/rp0jcAaQqk6o60aUUSu40A+hQv6VqloLdQiFYOwoaRRoQOiuXB9AwqqF0GYQaDi1U4fJDGnndg8uzVwp1DrmMh/ZDI4cA8Muv/uXL/uHqXtRh0dDqfah8QqstAVfFMJScqFSSRtmJlWdseJ4uDHYHyOtTcjEYDJKMRB3Mozc+AgB0lp3aBECzjQo19Jp11GfL45QM+nmeCfRorBI6jf5qdtLJnxJ+b1ujwTp5oAMuEoyCgu2E2jG1qSzm45VK+W/NCnGd1dnZWc1urNeXey6dnJxguVymPa/crrisGbgiPVqyfbVa1SbprI4bZadUKu9SPw1Q0p/yex5DSTnb08wQX9W39Hq9dA4l5z7O/m9Vc5C0aKl4XQbg2TPu8UUipmuVVA3h1+e5PI4kiBs6V1WF0WiUJIAcWxYfmc1m6Pf7iWDNZrO0cTELofCZsb2Li4uUoeI+Wj4X0mev486MpgcClGAx08o+FewGCsHaQWgUjobZMwKendokzXPDotJDl8Rp+zqhjwiWyg0ieSDb0Mm/OsLD08tNAk8OTp5qfOhUlEzq/Xlf/HvVo/s6LCWxHhX0rJYSPq7Hms1mNSM9fPGystHp4Wk2WuYEVYtIOMnxZxk9E/19RGPipI1jwjHQ35tmB/0Z6IRkU6RVCV5BQcF2IcpW0wbRf6mdjoJKtBFcd6yZrNFohNPTU8znc4xGI4zH9TW79ENeNAGoy/w40dbgFn0hbZlm+t1vANfVIfyO7ZJ8qLpBSaWPmcsBvYKgB7T82pGv0jVjGuzzceKxfK/PUDN0Pt/woKtWb2TWikSJ0kF+xg2fXVHDTaG1CiPfc/ym02kKZjKwyoIWqrDgfTIwzWspGdPnwT44oSzYfhSCtaPQbEGUNdDJsp/jUTeHOgk1OCoV06yOG3V1lLlJvuvQo2zab/2J3woA+J4v/J5rxt37H0k3NIKlEULPpqmjUYLJc3RNlBpqdS56LXeMms1iFSNGA3/DD/wGYA285/e/p1Y+1mV/kbxOv9d7yEXtdMx8DKPoZzRR0GegDsd/i5GcJPrNemS4oKBgO+G2aBOcqNC2sRAF96harVYYj8epaqDvYci2XJHAdrUinWc8gDpB8YBRFFRUm+Y+Iwq+aV+cYOo6YPcvOaj/iQKJSrS0Lc3WaLBL1SVcH6X3FfkC3pv2n0E6LXce+QIdB32WSjCVqKlfZN+5Jo/X8vFSn60kUp+fgmSw7Im1eygEa0ehRIDvPcoEXMnitBISj/HsghoejdB5tkzXd7kzUqjx0vZoqPRakeFaY53kgUoggLgwg19XM2wemVRnQpkKZROz2Sy9VyOv46r/1sigSzAbjctFvIPB4No4UjqBNWr7tPD+eB0fP/08ItN8Rrlx9Ta8bX6WI1guN/Tx8Gu4lp195V9uf7WCgoLtgAdUvBprFODxCTolgiRWzDjNZjOMRqP0nmW6dfKvvojZDbVLPrnXf+fIFI/z4B3bo7RObSLlfuofmFFx/+TFNpxQeJAv+l7vn76OMkGVZ3IstFogx0oVFJrt4r+Xy2VNat9sNtM+YdyAGEDa8Jnj4H5Bg4rr9TqtBV4ul2lZAoka3+vzYt+Pj49T5d4oowYgjQOzXFTr6DPj+LFdXQJQsBsoT3qHkctO+KS70WjUCIjDsweRUVIyoUUQvFph1D+fwGvEy8nBtXtEXU6i9+nXcQfl/Ve5X24s1THrX+6aPmbRGDKLRafJ94vF4pJAVleRQjo+v08lNLxP7YuPdyQX9DYUuQxW9J1fdxMiUqrPOpfxKigo2C54EGZTNiay3yRQtMmUirEUNyfDXgBK/YavR2W7UQDLM0m5jBWzYEA9MBb5DfUJ7iOU1Hl/osDn0yK6rvt39bN6jko4KTHUcfJslhIuPU7lhzpmka/zjKH6Ts0Cqn/RdWXAVXA4CubyfJLCnA9SIliwWygEa4exKfujzsAn2w41gtQma8aLkgy+1/N0Es73HnVTMsZXfa+GbpMjU+KjWSst/cu+uGHXikUuoWMUTtedqUTQyalqttVY+zNxgllVVVpAnQx/owLWV/eg96GTBB2H3LOOCGb0e9Bnzu+iBdN8NnRuUWng3LPSZxYRQI0Wen8KCgq2A7chBLSl0eTfJ/ea9Y6CX+pL9HMt1657SPkWHu4jXELmtl2VEbmAk9p/XT91U+DKSaL/OeHyICZf1Zd5No0ERYkhj1GiSiUGs1VKlHL+xvun46B+RO/ZCRjHlpk0bknDVyc93q6u02L/mPnkuVoEi31Tn6/Pg36rYDdQCNYOg45AJ7CERoEiB+CGT41ju93GfD5PRGI+n6c0eZQJo+OIonL+3jXgXiCiZqRRYY268XdZpPZBI47qkHUsNLqm3yu5YnVGyg5ojLXwhZKsaAzZNr9rt9tYr9fodru1vjeqBtbVOjkQPk8deyKX0dLPnGQpnBC75l+P0+Mjcuxr5rwNn4Rw3PyzKMNZUFCwvVAy459HdkYDPWr7aaN1ku0yOQ0Q0e5T6sXP3fd4sDDqZ07WrBkyviepA5Cq8Go/nZi5VE5tJtfY8ho5sqZEzAt10OaSXDnxcn8LXEnqWG0xyvr5mKt/B67IkxJdHSceo/6F96l+UzenjgKc+szm83naN0vvjxlPPhNmsDjPyfkzqncKdgOFYO0oNk1sXTO+ScrljoWGhtV9VLutUTFCiZNPxv2PRjOX+Yo+0/7n5GYqE8iNyU3/VklHTtLmhjeSDGjfNWOj5E/HARVQratrjlnlIh5N8/tT8hwZf89WeT9vykr6c/Xf1ybkxtqzW4VgFRQURP5A4SqGTZJD9UPR2lifjOcCUlFmKNf3KIipdvam+9P73PSq77UdJSuRrY3Gi3/etttnHS/3++o/vW3tVxS803vR46J5QdQPDyoq4VSZIaGZuaiv0fPxeUHBbqAQrB1EVVUpPe6LWvUY4Cr97ZkOJ0Vu6DRSRrJFIxpF7nTTQ3VY6uQiEqaRvE0Td722S/fUIKtx1QW5OVIXkSl3Fj5uETGJnJiWU3eZBPDSAuKXMli66JskmZFFkluNNLrx9+e7icTyvcoSo0xclIH0MY5+cz6OCp3Q8FyXJxYUFGwHNAjmcj9+7xN7tTlqx1SyTuixq9Uq9EOaqWLmROXObv8UEeliHyLpoK9f0utHvlZtt96nF45w5YePm/sXVwuo9F1VINFziIKbOtZUY3if6ZvVTzDzxWOojNExdyWIPkMdH75nkY7oOel45QqCaDbPi1o4WY3OLwRrd1AI1o6CjkKNlBp3L5rg5CUiNmr86azUQOt74Lrx9XbccUUZEI8m1shLBWBdJ1eUhahERKsy6T2qQadT1b56duomkuX3RkRGV425kx32k/3mPaiBd0miVwWMjPwmQuWTEh0vOrWIQEb3rM7Ps3Q8xqtR6bPW58PxKBmsgoLthK6zdMKkUjAnDDky5rJ32lCflOv5KqXTdVdRKe9Nk2i3pfxMCUtEnFT6yPvjsdqurplSRYP6sJyt9Ptg+/SVlDWSbOXuU+9D/SP73e12a/LG9XqdJHcqw1cyCyCUdBIq19ukwMmRVQWv52Q0kpdGmTeey+8iyWbBbqAQrB2GT37dcPFzdT76Xa4doL53CCfj3r4a1CgL4tmPKCPiUgFeW+Hp+aj4A8+LDG40blH7tzGcEXnJXdMjYt5GVVV4qQp9djyUDN7UTz9Pz48+10hjdN3cM9V2or5EDlSfafRbvM1zKygoeGXjtjb6aeH+zF9v+vM2FJska0o8cuuTbxs88ozSTfd5m8+ja9xG6naTn/HiGFS55OYCt+nXTccpCcr53ihYrOc7kfex4DPVeZP6s0KudguFYO0gGHlbr9epok5kDIDrMjCfSLtB8omwRnFc9qXRnUiS5teJjJ8TLn6+Wq3wU5/2UzU5oMoceC4jWp1OJy1eZrTSCZ1XhIpIS86Aet/9Oh5p5Tnsp7ajkdSLt12kSK6uf1PQwfN55PoZjate3z/LVXC87eSDTsjHkH1VadCm6/j4FRQUbA9ymXAgb/8Jl29RkeH+LpIZR77HP4/+zcxRTlHg0OyItqf3oG1G7UVryqKAWnR9lUIqMVC/p5vkepZMrx31g+e4coU2ne91ny3Ncuk5riIBUBu7SGLphE3HLQr06b3rmGi7HA9m9DRLxd+XE2n+e9OWNwXbhUKwdhA6Wc1llwgSkCi17pI9J0SERn3U8Krj8P7xNYpk3SYrUlUVfvG5X7x0BtMrgkUpgo4BCZaW39VrKLnyCGouG6b9y2WVVHbCv0gWFxEfnrv4Dy4NfHN01TeVwHC8VKeec7o+QYlIS/T81VFGUlK9BuFEO4oEqrRFn1fU50KwCgq2D5EP8P/nPcCSszU+WdbJsJ4bTbrVlkZEzvtHSbb3Q4NchMvoonvQqntck6Q+g6SH7UWBNCemUf85Hr5XpQZDlUypVJDH6Gfqc7xqr48n2+BWJCyQpXJxt/t+n7mAnf9u9DnpmDmxinw9UC/NriRTj1eC6AS5YDdQCNYOw4lJ7picwblt+yp/UMOYk3tEE341jLljFOv1Goenh1iv1vh45+Ohw4myYpEhvu1Y5b6PHFvumrdpXwlT62MtVMsKjaNGckg6xk6ycv2MyGt07U19zhG0aKIRvY/68zTjUlBQsF3QQMxNWffoXLWDmwJhN2V5Nn0XydMiNci/SRvlWSQv6KTZJieVkephEym5yR7nMlhR+4qb5hreh5zvuInE5Iim+sBNAbunfY7uIwt2B4Vg7SCq6nLDWpUI5gwbP9dsl75newSdjevOc5XeIomgtnkTkVKoYV8ul/jCf/mFwBr4ts/+tmsbOrZarSQJ7Ha7KYPVbrfTQlnPaHkGyx2ajpmXpXdnpQt4eR2XLrhMQ8eBDqD3P/Wwxhrj/8s4kSs6VI3YajRRn1M0xpET4/G3IVeRjFKftT77KJum9+u/Sx9LfRYFBQXbBcqwSAoWi0VtH6rcObq+NzfZzwXXgDrpUrum9kZtkffF/YH2zft60/3T7gFI2SsvEkGfpwUpVqtV2sOp2WxiNBol39ftdlFVVfI/LKakckreL7+jT9QMmksDNePk8wIdE8459DmyEm5ubzE+d46pBm3d5+gz8exm9Jz136qU8EzYJrKf+9z9OMevYPtRCNYOQo2Irm/R3cl5nJILLVXL8z0b4QbLDa0TJS0vTrizykUNFWr4GLX7p2/8p1itV9cm8ryvTqeTDJ4SLhp+vc9IHsjr5SQmaqTdqOs4KrmKxsoli+r8F/+nRSrJS427yy6i7J1eI5JhOnlxgpV7Lk5A/floe67fdwLK9nzcfeKTu7eCgoJXPnT9LKFBvyj4pjYmCsRE2RH/PGcb9Rpa5TVnZ6Pz/LhNxOs2RE8zVbPZDLPZDAAwm82Sj5lOpxMMsAAAAHnxSURBVIkk0Pd44NF9pI81t3eJ7LnLBtVv5dZgRcQmKprE+9bqxqrWUMKpa4792fPYaHzZZ/pjEnr3TTmStckHeVC1YDdQCNYOQ8mTRoNyx0UT6yjSdxP8OCck3r7DCRzP9cWjHzn6yOX3i6u2VF6Xc6D6XU5GmLsvj3blCEmunUhusskRrz5zhdVyhcZFfdNEZtDUeXpf/dXfR8/BP79Jehjd323IUDRhUed507MoKCh45UMzH7f5/z0K+Pl7P+5psOn6kdTupv55ACwqEhH5y6q6Wmur8j8/3/esol+LAmi5MVFyscmHRYTD123592rTdRwjEqqEzcm23ssmaX/0G9rk96K+Rveq7eQ+Lz5r91AI1o6CkSju47Fer9PeDp7Z0uIWRGRo3XnkKgTqq0bJNhlBtsnXXPRIndSrn7waWAO/vP/LqV2m57ViYLvdvpbNajQa6XONrkX37URNo2ncRyu6d3+v/fesm04QlNA0f64JrID2r7m8L0bcfM+STcY/kmPoPbncJXqGkcNxWUjOKeWeKycRei2vIqVEuKCgYDvhWQ/1Tz4596CPBru0HS/8Q7hv0us6PHvFif+mLLsTIv9jGy6BUxtYVZfSvdlslmSB9N+LxSLd32w2Q1VV6PV6Nf+m0nf1mQqOs8r41PZr8Qtmz9TX6L0oeC0GRWn39RpsRyv0NRqXe2i5T3QJvQYZNxEs9xl+j56RiwisE1fOL6KxZAauSAR3B4Vg7SDUSWnKncbJszpurKL26MSiCKKvx1IDp9e4KcLjhk+vE+Hz3//5wBr41rd867X71k0X+dput2ufKbmM5IHeL32l43I5wk3QY6PKQ05CWn+vhRZamP3fZuna6tR8g+Goz5Hz1PvVqKwTMe1zlH2L7us29x5NWpTwRcSwoKBg+3BTJsePVT/kWXzPauk6rega/tmv1tboulyfrDvBUiIC1INL9KskIF4unPenm+K6vN/JpY5bRFR8DqA22GWDwJW0E7ieZVLyslqtUtlz/nGNFo/3+QpJJNtWsqTHb/rN6Hd+b06iosygjp3/Fn0s2U8PCBRsNwrB2lHQIOii0Xa7fU3W5lCjFx2rhlnPyWVvPCLpxxA++XZjuMnx0TlE1/cy6d6nSI4WEYHoOz9G+6vRPo+k8rOcbOMaYVpfJ838ng5OHfqmcdL3m55HRLJuegbuvBWegdSJiB7jk6WCgoLtxicaRPHM+CYypXaFn+vxm66v5/q19fMo++FEgwoEndT7uiRtX68XrZ92v3WTzXQC6NBlBb50IDre5Z2blA4kTev1Os1FnCxHEr1I+eDP1o/lZ56ljAhv9KfH+DUisE8M2hbsBsqT3lEouaJMEMC1VL9GbFhdT7MkGsGK1lDx3zoh9wIG/nmOzBBcWAxc39RRNdoVKqyrqyyS9oHVArWKn5MUfq6IMkHR+q+InLAPGtnT/vtY6mLhaCxXqxWwBta4LonQDaQpE+TCZ+2LOyPf2yx6nj6WPsHQyYU/J7925NDYXz3Oo348riwcLijYXrhdczuwacLOc2gnVGWhgahoDRCvrYUUIpLlASA/Rr/XybnauPl8XqsAqLI59lUrzWpgLiJN9NNOgpQg6Phq/+bzeboXtqv+ut1uJ1/HrJNnj3TOQD/n1yL0Xnistqv94D6WPI/PWJ+1Z62iDJTLR9k3+iM+C44Hn4eSX5UNst85P8nfcLPZRKfTQafTuTYOBduJQrB2GCRZjBjReOWyKvxOJ8qr1SorIYs+yxWMiDbU5WvkuNRw6/HX7hHXnaNG4TQy6EUtXEKp18k59pugGSp1Lho55EQgyuJ4W2tclyioDIGTiCjKWhsni3j68/FzcxMOPyZ3rSi6rM6ZzozPyCcS6lw3XaugoOCVj00S7VyGyW2MZ7FygaGbMlYRNmW7PFMVZUc0g6XyMyWEut4r9+cS95z0LXcPfpz6Qb7Xsu65DJmTmUg94eOu1ycp9uN5jI6RE+po/N2/8LhovqHPw7NWfNXnqL8rnTP5dTiOZQ3W7qAQrB2FZxN0Mavqm5nZIdRoeDseCdTz9Hge41mSTRkw/zcX2GrkSfsXQR2Ckylt2//tDiByyDo+Hi1zx8PIKEECocTICZZmughmsIDrDsejj0Bdt67PPSLPPt7Rs1TkCGduDNh//1wrXum1c8Q251QLCgq2Azf5A+A6KcoFZPS9+jLaWi9aQWwqFKTXUAmi9kNtm2ZJGEziv5VgRX5JMyYkXkDdT0ey9/V6ncq3V1WVXeOk5JPjpGQit45Iy5pzzdemwKCOjftV9k/9Oz+jP4sCkO6n1M8oESIYyNQgrvc58jdO1rRtD+Q6dJ5TsP0oBGuHoQap1Wqh1+sl4+8ZIuBKlpVbVMpz2bYaejquKGMEbI5QRv1WR0hDyb4k8lIBWNcrFbJPWi3Q+6lkU+/dF7Z6RMsjkupIebwacnVoWlCDbWp/3MEnA3+pEUwZHx+jTqeD5XJZk8Ooo9Fxv81aOb9+7vk4idI91tw5qTTQI3/+fJzEFxQU7A7U9m+SC6of8nXDak/V7gOo2Rc9PiJhbF/tokvF1Z65f6C9m0wm6d/cJJiZDidK6k/4mWb59ZqayVqv15hOp6kflBzSNwBAp9NJknitPusy9k6nk0gU+0K5vZJElXmzvz4W6jc9kKlBUJcLqi/V58w+OnnT9j3I6HC/pv5YP9M5Ac9T+aTPefha1mDtDsqTLgAQR1Z0Qs5/q9F62qyBOgQgP6EnonU3fqxGn9jH+kXrx7hTjbIzEdmLMjARyeD4OKnS90pIgfpkQKVvWk1KHb1eixmsyIHoGJPE8bxNGalNzzUal+h9NE4eqXTZhY8Xr5eLTJasVUHBbmFT9srtAuXrGtTSf0d2xLNeUVAq6kOuX3peVMBCpYH6CtSzUurf2EefrPOefE0QX0nceA3N1iiBVD+l1+JxSmY0EKjjFkkC/To81n0l+6ntU5LIAK/3XbNR+uzYbkSScs8v12+fZ0SZNyd9Dg9OF2w3CsHaQZDkqAFSI6UyB5cb6MJZJSjROix+5juz33ZirNHEnNzAER2/iVhppCkiMFqM4qYMlmex3EkpUVJDzKilZrI4bgCuRQNpyFerVS2DpffsToLf++fqHDc5BiK6RkQi9X5zhEh/b5syU37+JnJYUFCwPVCfs+n/9Vw2nW0A+QIZng25qX1/7/4lkpABcZELvrqMTbMfmrlXJYAWheJxPH+xWKS9Lum75vM5ms1mkgoul8tagSeVDbK4A8eNfkLXdEUEjBkzQkmPj0nki5wgaTaL/dOskY63+sZN2PS9+ppoXNV/54jYpnYLwdotFIK1gyCxUMPvk10lR17iXGUJAK5JGYC6HE8/jzb/A/Lp+tzEOzJuSlzcCKuDYOSPVZkox3DnoZUU1eGo4XcpIJ2ZV4LivWi7PN+lGGxHJR5cP6UTjeVyCVYR1GpHWmFJ5S2RU4vWofn45pxJlLHyyJ6PgTtR/d1FGU2NeDpJ17ZucqoFBQWvPHgQTOG+QW2BB45yviU6LwrmqV2L4HbZiYRL4GazWbLJWkWQf74PI32Pyve12p5ef7FYpPbp07hP1mQyQaPRwHg8RqvVQrvdTm3oGM1ms9oeVurPGQB0AsTvlJR4ZouvSmq5nlptuO99CFxKGOkHo4yT+owoYKrHRs8390zZV/Xvm9qKArU+LyrYDRSCtaPwjE60IS2/c4ITadC1LR4TObinyWARt81eeQTrn33GP0uf5+7bM3FuGHPRSPZLHaj/6Vj6PUTfkWwwsujXVQLJz0/+DydYr+rXp5P2470PmzJWmyKBEbHy91EGz9v366pT3iQxyZ1fUFCwfeAk/CZEmfJNGQXPrNxkTzYd42RP7V+uABFttQeichl/2nDdvsOJnB6jMjv9TNdxqdxOA2NKJG66dwWflZMrbUdfCbf5Sn7V90WkWsdrU6BNv4/uZ5OfYsDSM2x6HO8jQnRswfajEKwdBQmGGjI1YjTMGjFSeaBmfDRaFEWP/PtPFGp8XbrHvmoU8COHH7m85uo6wVPZg0cf5/N5LZPHttkHdUiU9umiZc1gab/1fc44c/GwEiz2Scd3vb5ctLx4w6KWYdNMml9XiZxGHHUPsNwz8ihvdD9R1DZHtPi9jhnvPZpk8J49a1UyVwUF24tGo4HBYJD8TxTMy9kAToqdTOWIi7bp3ythyYHfaZZJbZTatmiPKFWNsOAE1SG0/7oXlPab0j8ldGyL9zSdTlMmi76t2+2mNU/dbjf1dT6fJ3tMcH8tHVv6Sf5VVZX6PplMrt2/Hqv37scRvpWJPovcXMIDw+6vcr8BDw5GwdbIn/GVmT31UZHqwvtUsL0oBGsHwYm1LhjVjRgpWyCYDWHlPUrq1KDwVY1aJC18WuSckxpbJ1gkXc89eg6ogI/f+3hIqngvagQp31BC6f3Ra+uCYa2s5OXGHV5titen02W7zC6yT9qP+XyO5s83Ua0rzF4/S/euZMudAoBahapOp1OTI960Vs77oITPnZBGQT06qmNIoqUligl9ZtH1I/JWUFCwHSDB8oCUBsU0eKQ2STM8UfaD0CAjMy+eDdG1P7lsjhOsnPKC9k59hNvcVquFTqeTNvalbyHx4TG69YbeNwkIZYbr9Rrj8Rjr9eWel9PpNI3tfD5PFQWJ2Wx2zZ91u92aZFEJlkrdlajxfjVrxn/nJHw+7iqdV18QVePz34aTYv2tRNfl/eoz1nmRBxD1d8VzdP2cPhd/X7D9KARrR0FDoOuBfJKqEZ1Nk+1NBOppyNVNk+QoS+KfqdH7/Pd/PgDg29/67aFWP8qGqBP2KJsft+lVx06hWUOPrN72j8cvl0s8+93PAgBO/tjJNXkiSaf2WftBp+UFShybJhP+ProXP07vP4rwRigEqqBg98BgoEvWCCdXbidyk+mcTcv5Qv0+J1OL5OIOzbopudK2gHpxKd6HB62U9Lk03wOKep6SHQ1qMciln5MM8p71c+2vE+Donvw4BnZ9jP1VCYz76GgMfawVGhC8Cfq8Ix+qyH3u91WwWygEawehUSDNJBCa+dCJuFYZopY7l10ArhuVTYbtpqigSgE1ouefqyP6R5/xj7KaaLbN8zSbp/flGR11pF7YgmQm0q/z/iPpHqGOmY7Nx0Sjo/P5HB/6vR/Cer1Ocgxem6+azeK1WDRDr8mopxfTuCmjpc+G/YsWAbsjzjnSqG0tL++RRT6TaPJVUFDwyoZmWZiBAeoFcnSy73ZKMxKaDXG/FWXmFTcRtyjQF53rWSveI/vADBFfPVA2m80wHo8BIFUKBK72XWq32+j1euj3++l9u92uKS3Uri+XS1xcXKDRaGA2m2E0GqXr0ceSVHH/K+6X6fMD2mpmzLTMPH0RwcySjodK8zxDqYFgf15UY+ixfNZKPHPPTbFJIaHzDO1HLgvHtnmeFhYr2A0UgrWjoLyA/9Ov1+ua5tqlXe7MaPDUSXgEUA0wP8tF7vh9DkpgFotFbdPEXLbm8eDxpbPC1T3qtZxgOaHw9559Igly0qf3overZC8XbVUH7cYcuJRuTKfTRLAW+y9tMDy97hDm8zmm0+m16kdKpHg9ShrorKJI6KaopP4ufKyjc6Ln7WOyKesZkd6CgoLtAgnWZDJJle2cyKjN8AwRJ//8jDZD98MCYpIVYVMgUCfgkX13/8frMrjl1Wzdl1IqzmAa/Tfvhetpe70eDg4OUFWXcj2tJOgES32p+mqVMHIbERKsbreLTqeDwWCQgl8q+9N9LnXfLRIs3YpEA5Y6L4hsO5+9jr8Hd7WdTb7EM1O5zJYvR/DjtW09333iYrFAu90ufmrHUAjWDkJJw02R/02TYCcskeNxkrWp7ZugjlX/HTkzAPi0Fz4NVVXhQ6/6UK2N5XKZtO0qoYgMtzpsvW4ErYQUGXQ14pskDZHsQqN8+nf0c0cAgMdvfFwbk03jp9E9zWCxfXc2ufZuk5X61UDb0WttIl4FBQXbBS39TdzWttBeuA3ZZCOJ6Ho527PJD+W+V7IXKQVchuiTeg94kdCQaEUBQr2WqlCAenZHSWlOju//1oyaj5sG8qKxdtzGxkdj6tJFDRDn+nXTNf3eb/otROf7tQp2A4Vg7ShypVQ1MuifM0IF1Pep4OdRNEjlA2znacFrawYr0qSr8Ws0Gnjrh98KAPjQqz6UyMRsNqstPmUFJRaRUOek+5BEjo2FMvheJR0uW+F7vSd/rxFMjQxqG0qulsslXvPPXgMAeOFTXwjb1utq37Q9jkGUYfIMJdvzCYs/35uec3T/0fe5yGSO6BcUFGwPms0mhsMh1us1zs/Pa9X5gHq5bM9KKblSRQZ9kmZyfPKv5xObgk5R8M+Pc79AO9/pdJL9jYKRzWYT/X4/9Yd+UH3VYDBAv99Ht9vF3t4e9vf3a9dV6R79jAYEV6sVptMpJpNJuiZtPo9rt9vodDrodDpoNBopszUejzGZTFKxDB93+m7dV0ul7DrXUNJZVVWtsiyfU6QEcd8AIMn+I7WFnhcRW89aeUEr7as+p5uWS/g5BduNQrB2FC798olsFI1bLpep2tCmwghRtuamCXUuw8U/LcHua3702Fp71fX2NMPE9UkqhWu327V70AW23lc6Aj3eCSojh96P6N90uF690B13zZm/1JQ7KX3vz9cjlX4PvG9+5vfvE4+cg9O++IQj9xuLxkedqv6etK3itAoKtg+NRgP9fj9N3lXavCnQ4n6HpEqlz25Lo/W6t7Ut6lty3+srA3e5irx+LG00q/lxvRN9Vr/fx2AwQK/Xw3A4xGAwSH6SPrLb7aYx1YAa+07CBKAW5ONGwCRY3JyYRE+l6Dzfg43sC32L+20PROrchONKP+TSPh0rfQZKELWtaLkArxsRIJ6Tq/zIa90UTPWgYcH2oxCsHQQN+6bIvzsdneCr46KhjybdvNZtnFRuor0pUxFN5HP/JjSCqUSDmTg6DzeUNPrApcPZOzvDV7zjHfjuP/AHcL63V+uv92NT3/RadP7Rmie9X37XaDQSiXRSxfY2rTWIyI4+V3fAuQhvjmDliLW/RhOTiDxFUpWCgoLtRrRdhiIXaLnNhFYn6q7a8KCOt6ttu53bZJtq9hv1QF10HrNcVVVhOp0meTuzV9wvq9frpfVRzCTp9dwvOAFtt9spwMh2gHqRBpI9Eg4lT0pA3FYrNGgZBeTU30T+Q8d4va4ra/RcbeO2viI6TsdPs1vEpt8mzy/YTRSCtYOoqioZTyVanqkArhe50IpM+rlKB5UgROTKs2U5aPRLI0+587RqUZTyd3AvEC3uEMkZG41Gityxzd/yfd+H1/7yL+Pzf/RH8YO/7/clQ89XrzSk9+33zs9dIhg5XkYs+QyajSbWWKf9rLQ9zcDNZrNrhUgA1MbVM3M5YuavTq5cQqHfqyxEf0858uTPWhcOq+MrTqygYPvAib+uKVKovVFbqRLAHNHSdah6Pf2euGkSvYlUaJsqBaRsj8RIZXOK4XCI/f39mpxQK8x2Oh0888wzuHPnDjqdDg4ODjAYDLBcLlNBJPZxvb6SC7ofbjQa6Ha7qKoq9Un9GucNjUYDk8kE4/E4Fd0YjUYpuzafz9P6LlWdcEzU5iuUJPkziDJV/I7ZN30WOkdh35XURddRwqbPS9/z98LsnT7jm/yQE+uC7UchWDuIqqqS1M8nqZ7h0GiQpvY1o6HrsXRS75N5j0gROZKlRjgyjO4AVY6X7mN9vU0aUXVSWiVQ740GkRs//p+//uvRekkGAQC/8d3vxm9897uxaLXw1/7SXwoJpY6NZmOUvOp1dEGyOxYlXVVVoWpUqNZXG0crXOZBp0eozjznHKrqap0a/10bX8SOKhrzSOaYI1cR0ffjPRJaUFCwXSDBUlu4KZOunwF1eTHPdRKlJMvtmtprbSf6t9s0wtfl8Boq8et0OjV5nR7X7Xaxv7+ffDarKRLtdhv7+/u4c+fOpbpibw/dbjcFO3X7kNVqlTJRHvBrNpuJYPX7/WsZLO2T7pHFzY8XiwVms9m1LTvUJ2iQzZ+lEqbcPMFtvq/h4nGeadoUmOU1PRiozw64qrzsBCkXeIwCuyUYuFsoBGtH8TT/o6sDo4GkBCH6y7Xrxuu2E2M/JpJYbLqnTf3xc7XSkq6HolP6+3/+z+NzvvM78ck//dNoz+eYt9v43970JvzTr/iKmuGPdnFX7b9HsvhvlyP4xEEzjlVVoVE1sK7WKbKo46rEKFocfNNvQK+rMgwfOz1WJxcu29C+ObHyrGHUbkSyC7EqKNheMGvCogy0fzl7oOdFti3KLuXWX3l7PlnWf0d2zY/zCn7qa+hjVE3Av06ng729vaRSILGZTqeYTqepPWa4+Mf7UtUAyQcJa7Qmie1xXRhlgzp2zCpqQJDtajv6LKKgq/oyfb8JPsaROoXHsd3Iv0QKDD8uGpdon63oWPVv3q+C3UAhWDuKKBq4KWoEoFYFSDeq1XVaNMa+ZsezYtE1I4PnxM3JSZRpSsejwrrKl48n1NGp4+h2u+j1emi1Wuj3++j1esBggNX+PlqLBRbtNlqLBZbDIRb376P9UqSQGnXtF6+jWT+fJGgGS2UcOmZOwJqtJrAGDg4OalFFRg+5+JjXjPY3831X+L0T0GgSEz3HaIxdgqEZUd8/xtvWdXMa/eVvz8lqQUHBdqDZbOLw8BDT6RS9Xq+2ebpDbaRm74F4vah+HrXnQS4PiKldVnUH2/VrAKiRKa6d6na7KePkdp73/7rXvQ6DwQAnJyc4Pj7GfD7H888/j4cPHyaZIUnYwcHBpa+SfkTyw/V6nbJP6jeq6lIi2Ov10nvu4cQMVVVVtQ2KuUbMZZwkVfRnOVKq46VEzOcpngnzZ6PzAt38WNvQPvIaur+aE3dXmujvyJ+z+y/1d76PVsH2oxCsHYRngBSbSBaNMKUKHlHksTdlRXLOx6+fiwC54eV7LS3r5+TWYen3StLooNURkjwOz87w/i/6InzgC78Qn/JDP4Th8XFtTxGN1mm7/rnLSpTs0BF7hDWSE2IN9Hq92kaSOiZ8jbJZuUivE+dofd5NBEvb1uiuRk09s5XLtOm50TMuDqugYPvAdUEs3EAbGa3jyQX1gNjvbIITKAZ0fILtGaBNmXW365q90s15eQ0G2Hq9Ho6OjjAcDpM/ms1mODs7qxExZvoYGNT2NJClwSy/T/aT1yF5I7llcHU+n6PT6WC5XNbWhW0KdClZdUmej11EjBRKsHLX4nFOkvQ+o9+I/lZ8XDTI6/0Gri+XyGWvShZrN1AIVkENSlzoVNzoUCKozgeokxhKE9zQ5FLmfowjN6GuZXNeIhGu71ZDTaPsmzvyOJc7aDZp7+wMb/3v/3u850/+SUyPjrBcLvHeT/qkS2dgssko6qXX0iiaOhTPYLmWXM9PRTcqXNvXRDNlJGk8JnKo7mzcUfq6tNyEJefweE0n41EkUDNT7oy1He9/QUHBdqGqrhe5uOn/dbXvwHXbtMnf+CRafZ4W/onOv2nyrEExVUrwL9cf+oJOp4M7d+7g8PAQs9kMFxcXePLkSbqvyWRSC0I1Go0kHV+vr8qqkyAxYEpwLVir1cK9e/dwdHSEVquFwWCQ1ohdXFxgPp+j2+1iNBqh2WxiPp+j3++j2WzWMl+j0Sh8NkBd6u5ZHZca8rwoeKv+w0mPSiS1DZ+3EBrsiySF+p6+lr41N2eJPivkandQCNaOIkrlu4Hz6JxGZ2isNSLHiBudUa4UvBtJz464oXNCoG2oM2WmiUbs3Z/77rSol4aQRpbH0tlxIbUSNTo2RgV/w7d/O575+Z/Hm77ru/C+P/bHMJ/P01ioXEH7u2lCEI0D+0pnp2PjzqTdbmP5Jy6fyXA4TFFKRhNZWUmfh+8jljP40fPIySNyZEcnOC5P1Chq9IzpHKPIo2dNI4dcUFDwykej0Ugb6Gr2CticBVCboNLjHAlSW+J2zgmVlji/yY6qn6LsnMSHWSdKBIGrjd91XyxK1Pf29nD37l3cv38/qRVOTk6SnT89PUW/38fdu3fTNfb391OFQtrZ8XiM0WhU8xHMlA2HQ/T7fbzxjW/E3bt3w7FdrVZ44YUXsF6vcXx8jFarhclkgul0iv39fRweHgIAxuMxjo+Pr/lunWuwX3zP730JgL/XZxbJ5zWw6L6Dx+q6YvVBnpGKgofso2cvo8yXnutS0oLtRiFYBVkwM+S6aRoJGjNmXzR7chtZmRqdCLeJ9CjBc+d4fuf80ohOr7Jpaiw1++UZMf38a/74H0dLysC+4Z3vxBve+U4s22181//8P9ekdzoG6pz1nvRaek0lWFGlJ70Gj2m+4SVisbwaCyUudNTr9ToRyBwZVEcRZan0ufm5+jz0GLaXy1pFGSy9V33P56dOT8evoKBg+6ABL81COVwt4PY+hyggliNi6u/0/NtAlRGuVlAf5AWFdM3W3t5een90dIR+v5+Onc1mSVnC+yeB84AWy7frdRhI7Pf7ODo62ngfh4eHGAwGaW0cCSJlijwuN4a6zsp9RkSu9FxtU58VP9d5hRNlPjs/LiJXkW/K+W6HZ0D9u4LdQCFYOwp1Qi4H4+RdddpAPe1OqQGAmsxAZYFeNtzX/dxW7gFcr56nn+ueUSQUq9UKr/nl12C5WuKDz3ywVhQhlxFSZ6dj8o6/8Bfw+d/7vXjNj/84WtMplt0uHv7m34z3vf3tiQQ5WbzJiOp96zopyv6ofXeSqguVW60WWv/iUlrSeOtVVSMlv1qKXp+frmPydVCRY3FimHMeObjUNNr/6jZQR+kTo4KCgu0CSQJVBiyV7ZkIHuvZEcemdTsO9w/qM6MiRTnQN2kbur6XxSP4x6wSz7m4uMDDhw8xnU5TKXX63+FwiGazifPzc4xGI6xWK4xGI4zHY6xWK/T7/Wv3O5/PMR6PU4EL/Z7B0/PzcxwcHGTH5fz8PBW8YGn4TqeDfr+fVCTuS28iJ/5+E8Hy4zbNJ/Q5qbTvNr4v92x1frBpmxPvt2bsCrYfhWDtIJRYRSRLy5PTUOpEWLModHa68Z5nlAiPzGn0Sj+7ydCSCHmmR3X3q9UKn/mzn4n1eo1f+m2/lD5jP93AehZJy9ie7+9j1uuhOZth2W6jMZthORxi+cwzaM1maXw0W8TXyAF7tk2dLqUjKifRNn0T4+V3LFGhQvsL2jX5AZ+LygPpXLzIhEo0nADpffg93AR3Upr91H44Kc217Q6Q0cgiESwo2E5UVZUquLJ4AzMwQD3woySGNkzbUTu2aTKu75W8aTu5tawOXXelxKLdbqe1SrTp3Lx3PB6ndc4AcHJygg9/+MMYDAbpu0bjsnrf3bt3MRqNcHx8jEePHiWJIDNRWq6dfnI6nSaCFEmw5/N5WttFQse1VmdnZ5hOpzg9PcVkMsF8Pker1cKdO3dSn+l3fN2cEyxeV5/hbaFtOXmNnqf6eVdqAJf+Uisj554pn30kWXfi5P5M5yYFu4FCsApCaKTHo3ZAvpS6Z7ncyKgsITJKN2mvNdOkfXPj3Wg08M+/5J9juVqiWt8uW8bzo2N7p6f40Jd+Kf73L/syfPK73oXeSw6I45STQ0QLYJ1g8VySRWayUhELxOSj0Wig/d9dRgtXjSuSogZf3zuZ1fuNnuevRroZOc2IsEVOSZ+hy1NzKBmsgoLtAyfQGiSi/Y9s4k2BltsEilzepbZQ/Vo0Uc/dQ+RTfI0YA4C+b9VsNkvZqYuLC5yfn6egphZ2ms/naLfbaSNi/dOx43WobtCAKDGbzTAej9Ma41arlTJf3H9Lq9YyuxiRKJ0/5MZH338idj763BUr0RwEuB4IVJ/jQWJt52nIobbzNMqPglc2CsHaYThBiTJbuqg4Z0hyBima1Lv2Wt9HhClq14tR0LDzGDqrWf/S0azH18vp8n7UYWtJdpIcEp5/+p//5+j1emg2m3jfH/2jNR23k6zcOEVrBPRzjRZqBksdgC5MBoDq/lW0ls+BfdMoKM/nOGjBCZ7n+3RoMQqPAOcQEeZc1sonKD4JidrSMVR5aEQeCwoKXtmgSoEBJ1azIznRLJNuRcHv+OqZKbc1qhCIZN76vbZJO+brqPRctVm8J7a1Xq8xmUxqEsHZbIaqqpKdn0wmODk5wWQywXq9xsXFRZIFnp+fYz6fYzQaJV/FtqfTKU5OTjAajdDtdnFwcJD8AX0ZS+DT33U6HQDAaDTCxcXFNZ9B8sYs1nw+T+eSjPEYVirkuRGB0TFRO37bwFo0V9DvFFEQmNfmPEefs/sV7b/6x4hw6/1pgGBT4LJg+1AI1o6D/9PrupxGo5E2FtTiEDrZJtTJAFfSNJ2k+6Q5SumrgY2KOzgx0bVKHjljn97w82/AcrnEz7zmZ65tsqiTdSVXXBTMa7jT4j1G/eJ4qLNVOYE7WrarGSwlWKwiqGM9nU5rn02+e4I11mi/rV2rnMTjGaVU0ssIJv/NZ0sy5ASL72+zXsonJTxHN3JUgqeETu/Ln5WOX66cfUFBwXahqqq0BqvX66XMSafTwXw+T3YLuJ4l4J/KwiNJ+m2kfvqZbyhMm6cBPl7PbZUX6mDpc66J4islgKvVCufn5wAui1C8+OKL+KVf+iUAl1kmSiXpL0iQmAmbTCaoqioVx+j3+wAuCRarDB4eHtZ88nw+x6/8yq/g0aNHmM/nOD8/x2QyqY2H2vbBYICDg4MkIxyNRpjP52mTeyesTkDUH7pvzCkdbsos5eD+K0eyuKcX5yORwoP90rHwIC6fO4O2ALKZvILtQyFYO4rcJNkJj/87gkrR3IB5yt+lFzlJQBQJjDJu3keVIrzh59+A9XqNn3nNz2TvNcqcKTFyQ+5OwqOS3pZnXSJpIF810uXOmNdUecxqtcLkey4dX/t3ta+NiZNS/7eSKn0OKg2NZDg5+NhEEWR/1tF45hyg9z/S9xcUFGwXPAugCoao4l6UIbiNLCvyRzk/pOfcpu0oY8aAJeV6qiDwbD99GrNa6/U6ZYoYaFQZoBJHD3ABVyoQZq08I6iFN7gujOPr4+DqhPl8fu1+cuRKxz0ab97HyxVAyz0vD9BG2cvIn3nbETzQWrA7KARrB6ERNt+7io5AU+Q0OnR0UXu6GFglG4Q7F3U4LoNTTTrh8rtcP2pyt5f+Uwel7bnM0GUeGn3UybyOH/ukY6XVDLVNJVV+/3wWjHQpwVKD7ufpvetYR3861u7c9LOcbl2P53ea9dJ+qGP16J5HNd2BOvnU8eF4qmxI9zArKCjYHlRVlarT7e/vp89YAY/rgNTW0Afl7KaSDyAOAEXEinD7edOEXYkPbRQVBMxCMTNHYrJcLlOGjsWPXFrNsWHJ9oODA/R6Pdy5cwf7+/tYrVa1jBjHQBUf3W432U8toETytV6vk92NMn1VdVk04/j4GFV1ubnw+fl5qkTIzY83EdTcc/f3fmzUTlVdKTgiX+vnaPELrUwJXBXlcpKoPtT9G9+7lF2rYJaCTLuDQrB2FBrJ4mu73b5WpY4GwiOFUXs0MkrSFBqNUkNIcLEucL3cuRo3J2Tej5qUbX2Vxvfsh6/liqR96hwVdOROqpQo3ZRpUSLHNigL1Pb8mTip8Weqx+l1+RyjyYZngHi/UUYy56y8D66790hnFCX0sdFnEBUBUWlnQUHBdqHRuCzT3uv1sL+/n/wGK9gpEZnNZlmbEmVIdBuSaL0OEEvTItyUvfC1okqiptNpIiIkjPyOfmYm1Wrpiymd7Ha7ODw8xP3799HtdnF0dIT9/f1E2jxYSvtZVVVag0U/QOJH/0N1il6bPp73Mp1O03qtyWSSNjG+uLjAdDpNPj8iPE5e/Hn5M8uNsz4vtu9rwN3/aqDUg8f8XMvY65yJ9+TkPCKgGgwsBGu3UAjWjiOSYBGeSdBiBzlsiub5JNylafzuNun5iBRs6oeTGXU4keQwIhKe9Ynu0/98DZYjIl+boqe5zyNH5dHYTdhE1hy5jJdG9aK+RRFjjzb6dXLPRwnwbe6voKDglQkNOHGyynUxkS12+6OyQc8+bcInWoxA7WOub+x7FHTS70gUomAlyRWJViShdMmg3xslio1Go5Y9U99xkxRbiSEzi2zH1/HmVBebxjJ6f5vzIzljrp1NmUr/TpdERH3Rdeb6qs+mYDdQCNYOQ7NX3W73WrRGszQ0IJs2atR0e5TlyDkeLXjAjI07QUbT2Bc6AWY29FjPjmgxCXXWzBZ5dCm37krvQ99Hk383rDnnlCNWSkg8+8PvlsslsAbWWCenpsfqWGvf3MmrTj/a/8qLW0SEkH86QfC2+W/dM03HWB0T2+XzZSSQkk3NZkUR6IKCglc+Go0Ger0e+v0+9vb2rmWwdD8n2hD1Q9qOFveJoJNpt3m5YI5L1wm1+fRXzERp+/P5HJPJJBWr8CILLmHj/latVgt3797FvXv30Gq10obD9G0sUkVpIdUL9BMcB16/qqoawWJ/AKRN731PMI7NbDZL1Qx1Hy9KOLX/+nzcz2r2yX2Afq/X3hRE3BQ0ZXs693CCq+3rffvn+pk+L/qowWCA4XCIdruNvb09dLvda+cWbCcKwdphMAoGIO11QYdAA++Tcn6vE3hFpH9WaDRMj3W5hhswrhGjgVbnQzgxAYC7L97Fl//wl2ONNSq8ZGCrlwx31QAq4PGnPcYLX/QCWq0WPv1vfTrOPvcMZ7/5DI2zBp75m89c3kejQoWrc/X9+kvWqL6sAk6A5Tcs0fzqJhq/rYH1L69x+hdOb8yw7L19D/0v6mP+i3O88A0v4N5/eQ/9z+5j9N4RHv93jy9XkgUZPKyBxS8s0HhjIzlNJZ9OiCL4QmqdgESTDY67tqnPK3omuvZKn9GmfvE7jfopudpUDKSgoGA7UFVV2mC43++nLMlwOMRsNkuly9XG6LnA9ayVS9z0WKAuT1eCFfm0KDjmGR9eXwNLJDO6lozX5vEa8KQtZDCQUsAHDx5cU0lwYr9arRLRou+cz+epeMVqdblh83g8ToFNjg/lliQKurZNx5FjPhqNUkGM8/Pzmp/SwJuCbUZZIh9b9RU+/8iRrE3S/BzhjtYH85nehIiQ81kNBgO02+20aXbBbqAQrB2FZjSAWCqoGRA1ZmqgcshJvzyVHpGpiLhtQu74H/iyH8Bv/0e/HVgD1fqSEOGlwxJBQnVJnnjfqLdDYvY0fdFzb3dS3ZivV/L+MkWVjuOxbL/xxgZ6f7N3LYobReRy30XRX70ff2YRokmH/nsTmSIivbxHM73EfyFWBQXbDSUXvV4Po9Go9v99LuBHf3WTr2Ib0b/ZJklKDjdNwNkeSYxK6HSNbZQ5ob+l2oKFKbTAj693jda4Usane1Qp4YyCYbw+751qkZzk0jNAT2OjeV2V33nGKsJtfI+PZe76Ubu5jJreOz/3a+k8S2WbBbuBQrB2GFwoy+hau91OGwdqpRzgeqQOuFrsqc4ryjzxc3VUStL4uTpE7SOv5UbMU/Zu2JvNJn7od/1Qraohs3QsT0sJyqA9QLPZxC9+3S9efl41sNpf4YU/80KKotK5aJ+4WLhaV8Ah0Pp/tNBoX0b6Gq9r4PDvHqZrehSOr9zAsflJTdz/1vuoqury329q4sHff1BzmLPZLC3qZhSUEUl1oBwLvuex/F6P5TFsYxPBzTnRiEhr6d9NMkNdJ3DTeivXsuu5BQUF2wVmUAaDAe7fv4/pdIr5fI4XXngBAFK2hT7I174AlxI23Vjd/Qjto17TM+0RuYrslUP9o5IsrRjoUjoeowV9+v0+Op0Ojo6O8Mwzz6Db7eLu3bupsuJkMsFkMkn+gDI9EiX6DQApi6VLACJiQrAfKjVUuWG0byXbiOTxfqyOEceebTJrllu/nCNFOWUD/QiP1aydyxe1Pf+3XlfJJ7NTnFtoRlH32SzYDRSCtcOg8+Irjajrv3lsbuKdixC6YwFQq0ioTtHlBLxmrt8RWckdQ0OsZde96p8vCN4UCfNIYVTkQddPbYq+RZmj6P402kkSxChkRJo0Oql91Yipvuckg05Yr68yjtz9KCHns9Vn7OsJ9DwnVB4xdKJViFVBwW6Ak/ROp5PWrzx58iTZE9okr5THzI7aOLftal/ZVhS04/sIORukfieywVoMQglWpCjh2qtOp4PhcIjDw0N0u13s7e2h3+8nAsVr0I67bJz+YrFY1CouRraW5d/V7qpNZ5AvR6K077lxU+QCtRqYjc6LCJQ+F82GqSRR5xl6fffDSh61T9EcRTe890Cwzjm4LKNg+1EI1g4ilzUA8g7jNnCDFTmlSMZBuCb75Zo8byI40bHqEOmYo7VJakzVQet7z9jogl22RUKkBt2PZZtaiIL98wicHu/kySUidMIuVVGnq/eScy7RfapD9s+0XPymCHCOcEXfFRQUbBdow4B6USaVW9FO0pYxiKeBO7WR/A6o224NkhEe6FLbs2myr9kv2joPkmkgzK9HOSCzHv1+P61F63Q6KUOi9lmJkAbOosCak0cnnTovIHGI7P5qtUKv10uZm/l8jlarVRvjyD7fJNlU267KkZvOo3/JXW8TYXZy5UE8V53ovTmxUkmnFmS6zb0XbA8KwdpRaOqa7xlZUWPhhMdJFHA9S+NObVN6Xc/RSJX2U4+JIo0Kn3xHUafo2ryuSuQoiVBioPemcgPq4TmWdIAcYx6j+m1el9FGGmR1bp450qgkHTRJk0oA/TPut8L3k8kk3S8drxe5UAfrkUgnwfrqGnr9fegz1uinOiZ/lu60oslVQUHB9mG9XmM6naKqKvR6PazXa/R6vRr56PV6WCwWOD8/TwUbGo1L+Tsz/VrUgbK2fr9/LYgFXM8eESqp86xNRLhoo7WABf/G43GtsiqvywAbSVW73cbR0RGeffZZ9Pt93LlzB4eHh+ne2QdVZyyXy7SvlpZM5xhoAI79dFvM9prNZpInspjFfD5P2TT2e7FYYDweo9ls1jJy0fP0a6tfps9lgQ9mI5V06njnJILRdfX6+pl/r/6GmdBojuDX5hxA/RkLXAwGg9RfqkQKth+FYO0ooklrTiJHox3BjYwbMiVZN0nllLDxuhGxI17ODJcSHrbN9j0jpSXiOV66AWO73U795ubNJBasyMTrqpZdiZw7bPbPJX18Lr6fipMsavC1clUkEdTInMpqFDoB0ecTka2IPEVZK//N5bKs+ufEvaCgYLtAm8cJP4A06SUR4KSbk1fNSvFzDU4xywVc2Z2IcLhdoX3neQrP+HumhL5FJXuU9WkbDGhxsq6bLPf7fQwGA/R6vdp9K8liP/mqwTPNXqkPUoLF9pRksQ/qNyjbbDQamM/n2NvbQ6vVwmQyqRXCiLI1en2dV/iYOcFlyfkoeOrPQMfUCVwu0OsqDF7f5yGUnkYZTZJelaryORK5uVTB9qEQrB2EZiWcWPmE2h0HkDdM0b+jiXDOSbk8Q42/O0AlAh4R4vd7Z2f4wz/yI/gbX/AFOB0MasZZCQRJh4+FRxddTqJRPyVYJCp0PlpYQ52POl3tizo4H1OVBarD1GyWRi01a8XorUZ0tb0oKqfEUycd6ow2kSu+ZxTQSRfHNooGR5/p73RwcoLP++Zvxo99/ddjce8eCgoKtgur1QoXFxepvLXKrZgtAK77IK4zon3TV7WdtH1qn9ie2x/C7aQHmthvPdbttdpPVT7QR/R6PXS73VqJema0vB/ul/Ua6tN4jEsi1ZdFcwIdA/ovJVgkfo1GA8PhEPv7+9f229LrMjvF/mohLB13fs9+8Hmp39Cx8OcU/S507hAFg9mGBwaVKEZjE5EzbUfnFAW7g0KwdhCNRgPdbveaQW21WsnZRJkCJzmKyNArQYgmz36+QgkO+6TrdjSb5EaOhOOrfvzH8WnPP4+3/eRP4u++5S21+1MHpIZdDacbUu0TM00uq9CoqjqtqrpaOOxjFi0YVrmIjp9n25xgMTJK5zaZTNKaq4hg6bjps9ZnoJE8Ru/UYfuz1IifFjVROWW01svHn+dzAqJ9aDabeNP3fA8e/MIv4Nd9x3fgp//wH45+6gUFBa9gLBYLPHr0KG2qy8l8v9/HfD6vEQ61XyzisFqtUvZeMzpqD5U4qB9TSZqTqsVicS3DosFAzxYpwQKuCBgrJPb7/WTrWq0Wut0u9vf30e12cefOHdy9ezeUNPo1ANRIY6fTqUnc3G9EQTWOh0vDKRdcr9epjxp4nE6nqX/MdvE5KOGaTqfJXzE4qgoMhRNf9cPuS11+T7/I8/hdFFDUjJT6fv1dRUFGJWxOZtWH6e+rrMHaHRSCtaNQcqUT6CgCo0YlhxzxAq7Lv/jZTfB1T/pvz0bx2uv1Gv/T3//76Ega/ks++EF8yQc/iFmjgT/01V+drq+aal30nDOyNOwqEfSME52T9o9EabVahRFItsfslxITJx3qFLzYha634ivJFicUdHY8Rp8HyRPHQZ+lSiv8mUfPUp+LOyedCDm52/T74zF/6Ou+Di3R+H/Ku96FT3nXu7As1ZkKCrYKq9UqBYkYdNL1QRoQ8vO0yqoTHa2Yq4WFeHzkWwjNVkU20MmMrtnxzBcDb91uF1VVJdKiBS34vtfrXcuARX1TX6mBUyUTtyEZbqvVl5EMksSx/yTA9D0qe+e/lWj6GDv50D5oYNPvO/fvyGf5GEaB42juo5ksnYd4f/1Vg4saEC7YfhSCtYNQQqVpcHVgOil2kgHUDbkaJzdQ/t73plBnoP3z/gL1cuHRIloa4D/6O34Hvvqnfgq/6eMfR2+5xKTZxHueew7/r1//6zEajVJkkmSm2+3W9tpwsuX3oGuyoowTCZsTLxIdbdMJlj4PLZOryGWw6LgYIdQorUYIlZgRmnXiPeYmL14dygm0/x5yTlPHwNvKSVerqsI7/tv/Fp/3Xd+FT/qJn0BrNsOi08GvvPWt+Nf/6X8KfM3XhH0uKCh45WG5XOLJkycYiMS72WymNUGc0DebTYxGIwBXE2sGunTiTduvAbYogwOgRuD0eJ9Eu41zW6vfaRaf5Org4AB7e3vp3yRYe3t7tWIXrM6n6241MxTJ8dhPVQAwixSBY0fVAO87Il5632y/2+1iOByma/AZzGazpFxoNBqpaAbvabFYYDQa1Yiv90t9pT43fV4afFW/oufoOPmf+uQcWeJz1c+Aqz3ZNADA8eNcg2NVsBsoBGsHoQZUSQUXYroOW8vjqjFy7TRQL1Chk+JoUk5EJGsTNAKlpW4ZsTxZr3EKoLNcYtpooLNc4mS9xv8+n6N5clJz0iRYLDOre1loH9W4ErqXlkoB9X51HOgklTDo+Onn2nZE7tTZ0IDT8DPiq2uwVH6hJIvwsul637wPJT78LheNc3Ll5NslhjlyGa0LmN65g8VggOZ8jmW7jeZ8jkW/j+mdO7f6/RQUFLwyMJvN8NGPfhT9fr8WEBsOh6iqCqPRCBcXF5hMJjg7O0v2Ru0GUC9mQVmaysfoDzVTrz7RNyImnFjxldI4nfBzjRUzPe12G71eD/fv38fBwUEtQ8R7bLfbODw8TNks+jjafw2q+R6Galu5WTELUXAs1D/pvalP4n160EsDfPR3g8EgBRO5+bH2jz6JlQYZAGR2i3LOSMrH569rsSJZHt+7CoPPxtcw65jp+8ViUasKyDb1PFfYTKfT9LsjWeY9M+tX9sHaHRSCtaNwEhFJBV0up4Y7gkeWFLmJ+G36yPOjyJmTC8oxDqdTfM+rXoX/9VWvwu/+2Mdw7yWpHM9rt9vJqGuWSZ2SwjNvep9RP5VMKPFi+1qdSI91WYOOO+/XtfQqEdRoZq5y1CeKyAlF8N/BJ/J7iMieftc7PcWHvvRL8Utf8iV4w7vehe6TJ091LwUFBf/uY7W6LGmua0aZhdJqeyxSRNDG+rpdfh6t91FE2Qu3y36+Z+5dgqeZpHa7nTYPZoBPfQX3uuJ9ql/W62nALZJx+3hoOXdVYfg9+vi4tDH6jNcgWXXlBFBfU8Xr0mezb3ofkc9lv9lP+k0fb33v53sAUOdDufmNz4c0s6dt+5osfTZKBgu2H4Vg7SBowPl+vV7Xoms0xMAlEVFphqflIwPmcMcQOQFff+PExxeKanSL7zW69+c+4zPS93/l9a+/vIjIIrgOqaoqzGazRLY0te9ZFZ/0O2HSqlb8XseMToQRRS2r6xksN95KLDWCqRJBJZkaqdO+EKrLjyKZdMKczPBZRBm+3IRCn5HKKhQaLVYn7dFSj1a++0/9qZR1/Omv/drLa2YcY0FBwSsTi8UCDx8+xLPPPpukz41GIxVbYBEHL8xEaR33Z8pJuvjqtooZDC3coOflyBWAWrBLM2mDwQDD4RCtVivJAlutFo6OjtDv91Pmin6I98aMkAfgVNLGe+OrE0JdC8bskU76eQ0dA7av/oHjr7ZZM4Hqs3kvq9Xl9iT0z61WK12/2+2mio+NRgPT6bS2R6PelwY5nTx5xo1wMhPtS6bHert8ju4f+d4LbfCZMwOpskxiU3CyYLtQCNYOotFopE0baUh1c1xGzgDUdN9KFrQ0ekSyVqvVtSqCblScjPgkWqViuhGySuM8g8V+sU/URXs2RSfu3KeC966bL9NA8733U+UfdETq6FR/TSep46IRSB0jRgCdyCpR0dLsEdnyCGMkfYyia7wfOgfdd8Y3S+bz0PvxqKpG9fz56+RFJwZR0RU6b/196LgUFBRsFygRfO6551Imq6qqVBack3gv2MQ1TFrNTm2J2lXKBtW/AUiSNhI27m/I84jInlLmpkGqwWCAo6MjdDod3L9/H3fu3KlV+uPmx5y0a7CL9pM+RoNZfl/R5J1+sNFoXCNYmknyzY8JDXh64M3XYWm13m63m8aD15zNZuk6/Gw6naLT6WA2m+H8/Dwd54gCdh6cVOLpz1p9o7cRPVMGTVlVUcdLA9P8vXCM+/1+kn36vaj/L9huFIK1g6AxUmfhxCYy2jdloaKoXnTcJqLFf/uEX1PrkRTCpQHRZ/5vjdzRwep1NOqp59JoavTQo2k+Bhrdcsle5Cx1TZpewxf5RpJBdxY6puq02Z6PcY7sRsQGuL4RdXRveh+56J0SU/8supdNbRUUFGwHtICPT+bdRirJUomgIiJEOnEnNknucm1Ftl/37SJR4z5X7CeJCf/0nug/1Kbe1BfvkyoedDxdYeF7ROlY+PVzQS0NEvJVM2J6f/R1q9UqEVgG9Phv93c8R+8xN/5+LzoeUWBY32u/9Xrqe3S+EH2uEsESBNw9FIK1g2BETp0LDS8jU1ppiU5KZWdRpkbbd8en3/l7n7xrtoROiNmlqqpqZcYZdVMpgDoKNYCOSPqRc17sr/dfHTojek4+fEwiB0/HoRkchU4gcrpxfyZ6Hh3bJmKqBEtlN1pwg6/ujLXdnPTGI4TaNx1LlZnkMlgegS7Oq6Bg+9BsNnH37l0MBoNULIBFEmazGSaTCS4uLjAej9FqtXB4eJjkeKxapyqHyL57Jl4n/rQ7vm+f22deh8dRgr+3t5eyVtzLq91u4+joKFUOpB2nv6MsXysGahU67bcH/tg32kxmi/R43bKj1+ulwhRqR92PsD3d0kRl5u5HdFw1yMj75D1qMRBmI9lHlVpqxonfM0sYEbAcMdZ1YQonbLxWp9NJwU4NejJrpXMllRIye6e/DV6nBAV3B4Vg7SA2ESwAaWEtUJcnKCGhhM7Lqaoh3XR9tuPZEo3mMdKn/2afGJ2koY0m8uw35XvAlSHV6Cdw81oyzwBp3z36qJmk6Hi2r5FFNc46RtHY+Vo4Gnd3/k70tCJS7hjNcOn9KflRQq334OOnkWF1fv474Hsn2Ho9jwrqdTzCWFBQsB1otVrXCBbXzM5mM4xGI5ydnaUqbUqwuP2GS7QiW6+KhCgQ5IEen8RrgSUAKQtzdHSEBw8eoNvt4t69e7h//36SAnICzmu2Wi30er3kcylrBHDNz7JvUSafNlQJDNc50c+TYLGkulesjQKC/MwzQ6qsiM7TrFNVXa0/JmFREqlSfI6BZtz4OhqNalUb3b/rc4uyeBwnD66SvDGjxkqC+j3nPrwXzkuU2JIsr9frNNbFR+0eCsHaQXDSrJNkzVxEckElVzqZ1n8zyhNlaG7bL7YTkS6t9Mf+eFUkvR6P1eifV0zyjFBuoq+FP3QsdLx8nZbfW+Sk2U7kxHlMLgOkEVYlTBHB9b7qWEak0wlk5HSdTG+KzEXRzE8kkue/rZzco6Cg4JWPRqOB4XCYyAiDV5qNom1er6+KCAH5YgIe2FE7RluigTD9nH1yYqOSRN0MudfrJTLFUuteLEgn7u4n/NoRodpk/zSDp3tmkXgpEXAfF42T98374P3SV/evHDcAtQDqarVK+2Tp+GrRCwYzb5O1isboafxFJHfPBQr9mnqM/6YKth+FYO0gqqpKi0+1og5L3fZ6PQyHwxTJYeEIl225xM6hk2lGq3IOT4kMjadmsKhfp3H1TQsZeaIUhM7EZWpERDLYVq/XqxE7XtNJkUay9Dzeu44Dz+G90glH0T+Ogy4idjJB58jvlCjquOr1tBqg3nvkNKJnpO+5Zo1t+HoHnxzohChHQCM5Z45A8VoupSkoKNgeDAYDvPnNb8bh4WGadOs2FP1+H/fv38d0OsXFxQVGo9G1TIuSCLdBtJm0wV6pjnaF9s0JiAahOOEfDodJFnjv3j0899xzqcjFYDAAgFpQkLbRVQUaAKSfZhBM70UzM+rPFosFJpNJklOenZ0lcsWsyuHhYSKF7B99hK6Voo/h9dWH8BiXF6rkkJI5bQO4klIuFgv0er2UtWLlR75nIYzJZJLGir+H8Xhc2zjZlytEGUv93t/Tr9JH87no+mdm4XJEUwuruBpoPB6jYDdQCNYOQgmWTvJpSEgWWq1Wkl4A1yNQGjnSLIxCnYBmtzwSpu9JsLhHCI2pEiwSKZIwpuJVEqIbSvoEXKvkqZyPe5Ook1EnquOg2R06cc9gKbHw85yM6ViSYHES4IUs9N9OsJQE6topdXC6lsqJmV6H9xA9T78vTkK0L0qQPFPoji8X5YsIFicQzFCWqGBBwfah3+/jMz/zM5Nd1HU5y+US3W4Xd+7cSRkZvqpf0UlyZCO1AiuAa7ZRfZ0rOiJp3d27d/GqV70qbSL84MGDWiVW9sODTy59dnuofdfgmAeh2Nfl8nKzX0opT05Okl9kKXReh9VzSQDpf4CrLJiqNHR9rt8L74NkGEAKkPrYs73lcoler5eCo/1+P/W/0+nUZIyct3DjZV2npcFK+iKHB1p1fNUHO4nSasr6HLxtBv0YsFZ/G81FCrYXhWDtIDz7ROPOSAsdEg2ZZieiP5cNEjmpRZS94GvUtht1HqsOh8bRy89qdkWh1Zq0XyRybmCjogtKurTUu34fZW5yBIvPQ+9bCRaA2mRAF1XreOiz1ZLzJFj6rCMHTUelJMgJj4/DbeC/B8925c5x0IlHxKugoGB7QJsMxFVhAVzzDfxeCxpEtsIl7W7PPDjoZEJ9FINYjcZl6fjBYIBer5eqBSoR02uzHdq0SGIeKQCiccr5T/X3jsj+O7RfXmRIqzuqXY58fNQnla3T35AccbxJVEiytOiFB0o9cBcpZ6L3+hl/Szm5vwcNNRCZCxq6HLRgN1AI1g6CTssnqiq3ms/nKYPFzRZns1mYxXF4VsQNWvRvJR6MnukfNew+sdbqULoY1uWCnqUhgXLHwzK6lEo6adL7iZyF3oNGGXVs9Dx+Fj2jaF1VNGnQP3X0lDxqRixHAHVCQolDVIFr02LmKMukvwdd7Jxz+HourxHdY+TMCgoKtguNxuUaLGZDaFNo34ErmZlu9D6bzZLEjFUHfdKskmTKzNWuafEhlQpyTa+WE+fGsq1WC88++yxe+9rXpr2QDg4OUpDPy6DTpnpmTX2yFqig73Y/qNttaFCNY7NardI6NhIYBladzPGVdloJIskMx5b+dTqdJsKj1+EzVDLFSoke6GVfmHGjnI4ZLFXbcH7Cgh30/ZFiAriSZCr4/NhX/jGbp2Ot0DlFo9FIShmtauhzGSWLJYO1OygEawdBI+yabe6qrnI8rSjokR2NVqlj0Ik1UJdl+OQ6ih6qxptrh5ghUoOo11OCSILg67G0T2zXiRPvt9lsYjgcotfr1frmmTjvD1Av3erRNM9maZ/cKeg4aZRMI3g54sjx45ipTEGhbfgGlDqhoQzP11mpg44khYQ6bCX2Pnbar2itgf+mCgoKthcMdHHyClz5ERIsrn3iJF3XabHaIAmWBtX4yok7ofYoku+RzGjlWG5s3Ol0cOfOHTzzzDPo9/tpXVNVXW0v4gG3KGDmpclJIOiX3R+xr0pmKKFn8JHZH2aHqO5weDBL1z9zDqDkSrdN8QyWzhVUSdHtdq9ljaiw4LIEkir6IiVTvMf5fJ58No+jr9egns5X9Jqc2ygB1/tlv9V3czyVkGuA0u+Z19Fy+QW7gUKwdhRqGFQKCFwZHjoW3ZmdhsIJkU++FSrDUKgR39RPjzjmUu5crKt68UjaofcYZdC0GAR16Cph4HV5jINZsE1kRgmWE9KItCqx0DVYbqydYNH5uIzG24uuoXINl2BEz8ylopF0VK8REUyfRPH9TbjNMQUFBa8sKNkArjL7Khv0NUIaFKL9px0Hrgdn3IbmyBb/7QEmLcrEdcOUB7oUO6fsiP4dwf2V2mP1YRqkZLlxzywBSGSH/ec5mnlRwqHKB/WrfGVwkb5apYXaL5fn63VJoPRYZpM0yMpnqXL/KBCq19GAoD5L/7eScPbfA4Lu2zgmrhIheD+FYO0OCsHaQUQZLDUarIDTbDbR7/eTRJD7imhGyA08HZ06RbbLz7Uqj0+ylTyp0VUH4AaV8EwQ+6ASN520uyHU7Fmj0UC/308ZrEjSRzLjjlFlhmpko/UAGi3chMgxR+cowVKJYETYNOq2Xq/TniN8hpS1aPROia1PNDSilyOS/A3omjK26+PgEVo+P38eBQUF24n1el2rEMeM1p07dzCfz3F+fg7g0lcMBgNcXFyg0WhgPB4nP8VCSSyaQEkX23cf4jZZiZRO/Jnd6Xa76Pf72N/fR6/Xw9HREe7du5cKNTC7wywM+0s4aeP30STd++OFKPRc9ne1WiWCROkkM2nMstHXc6y4hqzdbteUHIRmklgUC0AimAzMqbSSfR4MBuj3+zXyzMwWCYjuAab+pNG4XIs1Go0wmUzQarUwmUxCOagGLvlHcu7PXP8dzS90XqBVLFUuqGvulKwqWaP8sGA3UJ70jkInqTQ+JAu6eZ5u6quaZTUaulYol6kCrmdq+H4TufBUuzqWnAPSdqM1RIRHqTxTxoqCjGA5sdFsF/sK4FoUTwkWr6+SxZsWMEfOPocog6XH67hwPFQKSAKkBJn3wQigEupN0V6/B+C6XFT74r8FvedoEnTTNQsKCl7ZUJtNO8CNetvtdlqLw0wGS2wDqEkIuZ6YbboNUXumUme1tx7Y0WCfrhPu9/sYDocYDAYYj8epsqEqGDxA5HYsCiC5n1KCpWoBVXmQ6ACojRXtO0kB/R3viUSJe3mRQBEqP1RwHHiMPztdX00/wswPx1LXW/Hc1Wp1bdNhjiVVGgzYblJOKMHi3ECDgur/FRxv9otrzrhGfb1eJ/KkxMqfsWfvCrYb5UnvKKL/8fleN/FTuaBKLXiMStbUiNKwbyJPmpG46TjCnUdkDHXCrtkTEgQfh01OVOWHHmVUKZ1niaIsk8sWnGDkyKJ+pkRP70UdL7NWJKOeuVJ5nt4vI5Iq2eB7l+lsembR+qiIGGpfIsljjmw+DbErKCh4ZcNto6sNSKo0axIF7pTkqPog8lO5daQadHKyMxwO06bIHryMfJISNQ9OkjDyPe9Rq+65hN39ga/R1f7T3+v+iC679z/3Q7rOmN+TYPj8gp+3Wi3s7++j3+8ngkJC5Vk9f9YsdsGgIH1Tt9tNJKfVaqXsF4mWPicPyiqx2hTc9CCvEnHtbxQo9DlO8Ve7g0KwdhhKrHStFffJoGyA77mwle89kgQgVSfUhbS6H4YaH77fVP0nijS6dFANs7ap8gT9zolORNL4b11vpn1Qg6mG1w213osSKi+3vomk6atGwLTfSji1vDw/12iiF/xQJzmbza5JMrQKY5RNip5VNKmgY4qePZ8T+63PzOEOv8gFCwq2FyREwFWghnai0+mg3+/XshDRulK1u9zUdjgcpkIJ3NiW11Ob5ZNn7QMJyt7eHh48eID9/X3cvXu3Ro5ICmjz3a77WmB+x3O51olSP9pJloMHcK24g5NJfs51ypQP9vt99Pv9FETTsfI/HY9Wq4W9vb3a9+y3Phv2l5JDt9Pcw1KVJlEQlePebrdTsQ8uX2A2yQmQ+sYoIKvHRUFLHQddY8e5jFdi1HmH+y33uQW7gUKwdhxu2GmAmcLXbBbJjKb0uUcFo0lKKFQeAMQEx7M5HvnxtVNszyN5hEfd/PpO3rQ9PdbbiwgWcBUB2yTbi8ij91MJjfbDCU3kLPQ9CZZHWP1e3KHQUdDR+nv98+huFC32MfbnoM/DI71KxKL2onYKwSoo2D5EtlzJlErLaDdyfkb/aCdVqqbXJDxYpn5CbSJli3t7eymDpeepL1NoG2qvubYHuF68ScfAyRnvJbL1Oia+tpn9VSIQZWP03jkv0HvTvrTbbfR6vRSozYH+N2pDj9FqxjqWlOZpsDUirP6a+96fuQdiPYPlvx0fs1wQsmD7UQjWDkMzBjQYXulHMybR2iygvtO7R/wiHTu/02vqZ55hihwlwaiRt6kRvZsm/55ZATZXmlLnygyXFg1h1SZ1dP6n2T91+pGkIUeqtD/6DKMIGr/TKJuP2aYJgJNnPS8aXye30RjzVasU+hjnCLke58+noKBgu+AZDU7wlSh49sHPVXtCG0i7rcdrwI7nR35BiQbVGlwrNBqNktKDx2rxob29vZQ5YjEJ9Qvj8ThJ6NhPLRAVZWNU0s1jWPDBg3TMLOn+kixprxmZCLxPKhtYNEPHT+0ybTvXePn48lz6UQ3qqo/Rcda+cb0Ys32a8fKsmz9XfuZ+V7NbGijWgCQ/03Xa3jcPxLrip2C7UQjWDsKdFCNmfNUiEjTA8/kcvV4vEaLJZIL1el3b24OGQ7M0NNRqVN1JeQaDjkYdYZTJYlv8TNPzXumQcKLH95syS+v1VSVCNdgqh9CCEjp+SqCcYOk12DdOFNTY6wTCHYcTWo3E5QirygX1OydZHil1Uhbt36LX0wmN6txVuqK/O1/cHJFn/vmkoaCgYPsQBZh03RWDfprdIWgnOOmmn9LgFt97UR+HZiv0OPpHErXFYpF8o0utlQzev38fh4eHaLfbSebHPs/nc5yeniZytF6vkySfJMPHxMeL983z1Ecoqdvb28P+/j6qqsJoNErteJseGJ3P52kz4MViUdsHi3+z2QyTyQRVVeH09DT12yvpkaRQsqn7SOrygmg9ONe+sZIgz2s2r8q981hdVwxcbTTM3wTHm9dRP6ljy3Hg748Elb8T3SMLqEtAdYPsgu1HIVg7Co/WAPXFxJq50Fd1FE42PGKkzsgn/rm0epSxyBEFfe+OM4oU5frg7SlRVEesVYqULChB83tWwqJkRPvHz3U9nEsYVJag69ucqLA9zWh5JDKSY0bjHP1WItwme8Rxy2UGdYy0735M9NspKCjYHeT8jdpNoJ5l8OyWB5b8eP13dJ72QzM+tM++dhe4CqBpxUHu56Vt6jYfm6Te7le0DRKMyGZ70E6DhH78TUE6EgZdnx3NKTTTNp/Pr80r3G/6HwmrZuk026XFNfR4DYr670OzTtFvKvKDPi5K4KPgpD77aP5SsN0oBGtHkdN+a5RQI0UAagZZ12nxVXXculExcFUyVx0SETkQJ0o06FVVpYiZZkgYVdO9ryID6Rp2zfQA9XVfStgoOfS+8lWrKtHgu6OOskX8N8daHZL3T9vzY7zIht9XNBHQa3PMOH6emfJnEU00cmMTfR5NHKL1V9H1dTKQI30FBQXbgU12CKhL9brdbrIjPNcVFfRhJDLL5RLj8Ti0JX6NqAjPcrnEdDpNbbC8uQfMuKkvyRPlhPz3YrHA6ekpptMpTk9P8ejRI4xGI4zHY5ydnV1bDzsajXB2dnaNnDAAyizTfD5P+0MpAQQuszjMMk2n01RSntLGZrOJ0WhU26gZAGazGS4uLpLP5Xm8tpIngv1mxo/PgBm16XSa5PWTyeSaYoQ+iuB3/X4fBwcHWK+vSqWrr9CgMK+pnyl50/7z/vnqvsp/h8zOMbPmpJVzg+KzdgeFYO0g+D96RK7UIDEFTo2x7ruhOmnd7FCjZ5uyIcD1SI5+7tkojQoyAlZVVU2mpgRLSQBf1UGqo9L1RS4b4X1oBotQ503SqdFBHhtJTlSSwlctIOIkgu0xaqj95zUiwqEEUNcp6KTDCaUTQd57NLb+XDm2KgnUCKFnsSJizfvRrJ1+H0ljSlSwoGD74MSKNtBtFXC5FodyO06yAdR8Ce0q/Zqu3Yky/ZSI0f561oX2eDab4ezsDIvFAvv7+2nzXj2+1+thb28vTeJJTJ48eZJI0MnJCabTKc7Pz/Ho0SNMJhOMRiOcn5/XyAULR2gFRfUVtJ2+TkrfA5cbBvO8yWSSKvLNZrPauip9HsAVwaJ0nvJLlcdHz7HZvKooyPckxgcHB9f2t+QmxvQbWimx0WgkmSMlh2yXx3MOwzFh5tADkSR2/nw1aKr+hkFX7tvFexgMBum3FWXM2JeC3UB50juKKOPgn6uhAerlsD2Dwn9rlscn2to+oZNv/QyoZ5OiCKYeo0QgRwJcAlJVVW2yD9SdsTpxvvf2XG7n0US9hhMJJ1h6rI+rTi543NMQLB6j1/MxdlmlE61IKvK0yP0ONOqcQzRev5q+FBQUvDIR2SFmsdyOuMwNqGd6XFGRg2fm3S8xIOdScC9MQfu9WCxStmYymaTiGJPJBOPxuPY5i13wupEEj58xI0a/pf3jZwxWalELyv1ImHRttdt+buXC4zUQqTJvQskOA4dalRhAWkflSxN0nCMf4HJHkld+r/MZfQb+bCP/yd9VjjBqf/Q3tWluVbA7KARrB0HjRqiRZpRJS6LqwlL+m+9Xq1UtuwJcz47w/aash/7bjbrLGvQcl/HpfltOFqJMnRpo9j3K6Lgz9ffenmfK2G/C9doAkpNiOx411fdAvA+Wv1fnwqiaQsfJCRb7xL9o3zO9b5edkjTlslmR09LfSjTudMA+sSooKNg+OCkBrtZp8j03q+XeTI1GA4PBAN1uF8vlEpPJpLaXn/orBqxU0UGogkGhQT1mr/hH0kKJnfrRyWSSbJWuXXry5EmS252fnydCxQzRdDrFaDS6FlykHM19qN6H+0EA6Ha7ODk5qUn9q6q65j/1fgkNfmrRkKhyrQf3lDRplo2ZvOPj4ySzYyaK/lAzUgq9P9+rSgtKKPnyYK4HQFXySJ/HuY7ORaJrcF1dv99Ht9tNv9so4Fuw/SgEawdBh+KZFF9ACqAWZXJSxYhhp9NJsjWVcAFXxjmSxLEvmi3jOf6nZde1DZU7aPnx6HrRdXmPlDlGBEqPp2NRMumGUw25r43S/vM81Xtz/HSRspIqJ4lOqjyzyO8oZfC+RMRXP6MT0eimZ+yUnKvkkhlNRa7/el22lSNY0fULCgq2E1rQx4NSnAxz3e/+/n5al9PtdtPaI1bI00wGJ9AAamu3tG2SCE6oPeBHkkSi1Wg0amuZVqvLzYHX6zWm02m65snJCc7PzzGZTPDw4cMkLxyNRteCWbTB9G/sk69xckTESwmOBwD1PK5l8kyUt02fqJkyDai5T6Iv4vyC46H+pd/vY39/v7a2m77E/TFwRbhJzrrdbuonv/N9stie+hMPdOqflvXXZ8+9QNlmr9dLa+1YwETJfeRvC7YXhWDtKKIUub6PMj3R50oIaPSjYhD83EkOcEUw7kwm+Pr3vhd//fM+Dxf7+2EaXo04gJqBdOmgn8fPeU3P8tBZ6LHuLFw6qIaTyBnQiNiwTc3c6WfaR0KzVvxOM0NsX5+R76GyiWBFY+3PIgfv79OQn0gmeNvrFhQU7BbcJmiWwqV/kYLB7YoqEIB6pixnzyKFg9pN9UkMmGlRjOl0miSBzFapT9MJPq/nPuomKImKgoZ+/x7wzCG3ligK9Lm6gdD7UHki5xAu+/dsU+T7GUx0/5nzRVGGUv1xzs9729H9+jVKMHC3UAjWDoIGVI2HR7p4jBaz0GyWR6TUoDD7QqPE7JBGjfRaNOZf9bM/i8949Ahf+bM/i2/9nM8BgJR1UTmHGjytfOeLn6M/HQP+MfvmUKOtUTQuBAaul4kHrrJ+UbTQiSc/9+upE+V11ZDzc+2bRvT8WepeHD7xiOByCH1uPC83rvob0f7fRibhx+izZlu5yGxBQcH2IQrwqJ1QtQX3UGIxA+AyO8XCSFpBjpkpnVCrJF63w+C1IpkZcF1qTdkYCQNwZbsWiwVefPHFVDHw+PgYFxcXtQm9Ej236zxO7Z5em8fw3CioqH7LSZb+aZsK9zmareMY872ew3GmhFKfMf04M476XN3uz2azlGkiIRuNRin7pplDnZ/4/IH+Q/23VyoErpYi8D649xp/Z/zdKcHn70izgOq/C7YfhWDtKG6K0jEKFK3B0nKxuuO6R33UEdEhqCHj99/7Az+AjhjxL/7AB/DFH/gAZs0m/ss//sdrxEnJmZIqf69OOZILeiSNn2nbTrB47ywhq1Cnqgt5WQaYDjNam6V9UwfrffUomY+5V8LyaK0TLL2GnsMx43jnqnZpf/V8HUeNFOsibXWWzLI5NDoZBQD0/OK0Cgq2E06u3C6o7Gy5XNYqBK7X6zT55aawKo/Xda8AapkbViJUwqMyu8jmsF2VFhIasHr8+DFOTk4wn89xdnaWSqVrAQi3c+rncrJz2tIoK5MbW46jZv1cYu7Q49gO+93tdlOFQFZ1VP9BWSXP034A15cNsJQ7A5ckaOPxOL2nRBO4XJumcj4NeOrvh/eh5FQVKh6g1HPYthIs9lP/lPCWYODuoRCsHUU0UdXv9L0fo59FE10aes806Lna1n/2BV+Ar33/+/HWj38c3eUS02YTP/G61+E7P+dzrpElJ0qRLEM/j1L7/Lfft5IpvabLEXyM+G8a/4jIRGMVfXfTudH4sT3+O5Ix+H1qZFbvOyJ7EW7KRN0GHKuc84/6Hn0e/YYLCgq2A5HNB+rSLKAu8ePa4NXqqkx3JBt0ex4FiIAriXuuSILaMPdZBNficE0r1x1pIQW1/ewvA520z64Q4L2rbF6hpDCqpKfkyPe69HvQNqMKjNqG+iIdJ/2L2lbSRzJGBQbXZUW/D0KJzKaAZk7Sp88y53NJvpX4uQ/WwG7xT7uJQrB2EGogAFwzeO541LnoGivgKl3O43VhLKM8hGe62MbJYIBxu432colZo4H2colxp4PTwQA9SdvT0Gp7XkrdqyBF96Pn62v0eRRh4/2qU9bsmksEteBFFKHUV5XyOUH1CYUTW3WYfo4beM0m8Xglo9E6s+j4aHwjguiInCLvJSKQ/M7XV3gktaCgYHug9oUTVg3kkUipKqLZbOLo6Citc1I5Gm2FlzyPJtpsC7iSIer5LLABXO6/pNl+zVyx/8yyzOdzXFxc4OLi4poqgwSl1Wql/Z/UHnvRKc/KMEPka5WazWaqzAfUSQTvncUZ1M7qPXiAkL5M5w6sAMjjdONiLRKiGcTFYpFknbw3JZ+TyQTNZhP37t3D/v4+gMv9u0gqlezxlePXbDZTlomqHGYXmdHUrJpmsUjo+BtTVcpwOES320W/38dwOEzX43EsWMKx5rmFaO0WCsHaQXCy70QnyiSo03HZgEvStA06A21bCy34tQ6nU7zrUz4FP/Kpn4rf/qEP4Wg8rjkfOhh1XPxctdOewSI8Y+XfKUHIRdUIdTwa9fK1ahF5coLl8j/dx0VJQxRh1e/4ud+nkzG9lygryPeb1kx5ZjCKLGu/ousSLsHcRAp5XPSbLI6roGA7QXujRIR/GnDR44fDIQ4ODtBqtXB2dlbbZDe3lkmzRryOVp1zG0PiQ9Kkgb4osMjy63ydTCbXMh26foeTdSUlqjLQQJPacq1axz63Wq20+bFn3DiWvV6vtnHxJmmgziG0PUrlquqqXP1qtaqVrlflBIt6aKZR+8Zzms0mDg4OasFKnYsws8e+N5vNtPaba8E4llwTR1JEYsjNhnVc2I7OZUhWl8sler1eInKsvKhLCfQ3WrB7KARrx0GDpAt9c8ep8fJoluuno2yLkwCVAnzjW9+ajNO3PHhweR25vh7LfwP1whBOqqJMSJTu33Sefxat//E2NJLmzlsjbfvn5/htf/tv44e/9msxOToKSYZik6RT/26TwVKHHBGuKLN1E/TauezgbY67KYOnn+lrQUHBbsADTq4oIEFhdoRFCSJ1hksMdSJNn5PzZS4903VWnvnX/QT5fW4NqxdK0PVLuibaiaUGyIArRQkzRFwTzGyS3hfJQkSwIsVB5I/UPyuRciWIZuV0nRuh59BfcHNjzjd4b2yDz53jw/29vAiXZ+90XsEx4/jyt6MES4m3rrfyIDTJewkA7i4KwdpRqGMCri8ydf2wOi2gvj8WDYkulqUB5CJTfqfGTCvjsQ9RZokOYTabXauspFUEeU7O+EdRSL2WH5MjOUqCNJKmpEszLZFEsNls4j/4zu/Eqz74Qfz773wnfuJrvuZav3OGWT/zrFH03tvSqOkmUqW/CbaVy1jlSJP+OflTR0tn6JMdOjkdOx2n4sAKCrYb+v+8Z5yUUGjxpX6/j6OjI3Q6HVxcXABA2oeKKgPgahLMCbRnG3KZLfan3W6na6r8TImZEgT+MaOjxILXZhaIGSfgypbSZ6tSgnBCQ3kcsyuUss1mM0wmk2sFIFiUIvIXSh494KZ7c0VkU1+pQlFFihIsZn84NiSZAHBxcYHnn38+ZZ76/X4tuErJH58F5zGctzQajbRnmo6nB0xJ0trtNvb29tKGwcyANRqNNA/ifle8hmawWAFZi14V7BYKwdpxaPTPJ6oeWaOx0ypGUfaK7dLY8nhdmOsOKAfPdjk8Gsdrsz8ArpEgdRx+nZsm7R6tijJOeu8uF2w0Gvj9b387Wi/JFADg03/4h/HpP/zDWLbb+O53vONGguXj44gIlp8TrZ/SqGG0UHpTJstJpra/6Tx1kN5nzwL6/WwiwgUFBduFKAClNphysqqq0rqs1WpVy8yMx+Pw/FxgLUew/HP6KN2vyv0I1xXpq15D29aS88CVzdYMln6vtptEptPpoN/vp+zVcDhEu91O0jWSD5LE4XCI4XBY64v6Cq6NUoLC4zSL5Nkr9wUkZNpXDYwqAVMSPZ1OcX5+nvrMIibT6bQ2bhxTJTm6tlkDslH2k2PKcdONi3ksr8M5kZIyANeIqAYPi6/aHRSCtaOIshabJqrqjNSo6N5UuXM8Pa9RLpcGeBZLP3eDxfY8c8LsGVDPJvn95bJDmiXzybzL/6KsihpTXyjdbDbx/d/8zXjTt34rXv1jP4bWbIZFt4uPv/WteN/b354iY9oG74nQsdwkxYvuMZe10myhHss2ovVYm7JWfi3vgx+rcKmFT3Zyz62goGA74bY4+lNbSynccrlMa3BUMXFTUC+6LhEV2QFQI3hR9TrN4jghIiGIfHKkyohUBNo/z4bxleSMmSMew0yLSuEitYJm0JQY5QKTOd+iihe9Xk4xoVkyridjlksze64c4bVU0ke5qLbPZxY9e58zaD8jeaDPezhfigK7BduNQrB2FK5HB65XqnPipYap2+3WonGeEWGUx6NYumGwki32SQ04UJcnMO2vUGPnxlALSkST9CgrEkn03IG481Tn7o5GnXEytAcHaBweojmfY9npoDmboTo8ROd1r0M7ILt+j4QupvaoYe6Z89Wjii4JjH4XUR/USWlf+ZeLdkbPWK+lDmrTpOg2E6aCgoJXLnRyz1d9T7+h2ZxGo4Fut4tWq4W9vb2UMel0OrXMUaSkUKlh5J90wkz7tFwuMR6PMZ1OAVzZSGaZlBRRJkjbTZ9He6nZD/cD6rN8nZKTvna7jcFgkLIw+/v7SSJIX64EQTdnpipEyZiSPb+2bqqrZEfvK5pzqH3X49zPAUgFMTxbpPMGPhffM4zXYZVDFtzicZRTqt9ywhj5GJWwq1qF90Z5JrNgUaCyYHtRCNYOIspe3ZTF0qiQ/rkx1OPV0Hjki59H2Q01mFHf/T5yfdB+RMRJM1XqsCPCpUbaiRVwZWj9evqqWuzuyQk+9hVfgee/4ivw3Pd+L3ovvpgkD4RmqpzcROPgzisiWhFxdeKlxz4Nccllr3LPMSJzRI445T4rKCjYbvhE119VXUCfMJ/PUwYnkgJ624RK/IBYLs9r8vv5fH6tHc3aKPmIMjqb7KXfr9rZKBCoBRqYmXKy5+vPmOEiGNBUP+SBydz1c37AyZX6bs2KEeon5vM5ptNpIomz2eyab9dxdHUJgFogVIODGjjVcfVnp+Ogn/tSASWZvCbva5NkvmC7UAjWjuK2/5Or8aDxXa/XtZKqSqCIyODrNT1j4ql9n0grkcpN5CONs2dDPAqaI0PaJxpflwU60VJd9k1Zrl/8xm9Mn3/sTW9CVVXomRPifWgmSMdDnYRGB9XxqVHX6JyOf45geTvuJCPHGJF2hRK7m0i9IkdcN0UXCwoKXvmICJVmljwLz0xGo9HAfD5PmZnZbFYjTdq+f662FbgiUiRW9EUa+FI1gQaP1Pe4z9P7Yru00dxg2O+TcGKhBZSUUFEeSKKpPkOr2vI49y3M9ACorY8iadB10NpX9+nsu+6jqWOsBSh0jDhOrMK4Xq9xcXGRCGG/30/Ses+CqQ9me9H8QkmzBxk1M0dSyHLu+myZWdPfgq//jn5/BduLQrB2EG6oN/0Pr6ViaVyazSbOz8+T5pxrsTyT5E6JcgM18LqBoxtENYK6iNbJmSIiehqlU2mHkiBdBOskjN8r0VTS5ORJDa2Tgogg8Lzonjhm6ng0AqoOxUmTH0+phzpEJVUq39S+KmHi+Tq+7Iu+Rhk2vs9JYHJkif/2SYQ+n+K0Cgq2D54xAeqTbqAePKJd0fVElAiyQIRnOmjftU2gHtRT38Frej8JVrxdr9c1ORrJjm6YrNeibdRKg94fndirf+H96nvK4UgwWfCCZEslguq31ut1jYzyj8SC/Wdfok166duVYJCQsQ2gvt/ieDyukTsAqU/AVQarqio8efIEs9kMnU4HDx48SBI8LaDBcYrukRJAPjsSUg8Ee6aP5/I73qOSWvfrkVKmYDdQCNaOQlPgmkmIslBKWpRMqORCJ+W6ISQdiU7cNTrl0TwnVt5nvuYycDm5GdvOyfyiaoBKpNRZcFGwGlEnca7Rj4hjRLA2ZYD4zFzLXlVVLYIYjV8k1fC/SB+e+214hsyfj5OsqC8eQdTX6Bk6Gcv9TgoKCrYHbifcVrgd0wCaVnjbVCo7anNTPzYpQFRxoOtkOXnX4JLbT1cTRBsW+1i4f1H/rARAi4AouVTyQRKkRIPHRH5dFRJaQTHqG6+r7zVo6ntzqa/j8ZxHzOdzjMdjALi2TUvkW24zv/DgrMPH2fuq7zleUZayYHdQCNYOIooKRs7Jsxc0GIwEtlqtVAY1Z7iURGg0iFE9ImekFJuIAPvq90NHlctsRWTLpQ1KmnRRq0epNhEs3qOPux7jGSf+cew0uheRGJWg0Dmpo9YNLqOMWESQfDw1Q+WTAZfp8DweE32uYx4VCfE/ALXJQ4kKFhRsPyIiAdTl2LRNtMGUu+3t7SXbNRwOMZ1OU8EE91mbgkIq+8vZYKBefGg+n9fIAivhRXtAqlKCwUf+MVvEe1Y/02g0UiELvuf99/v9lMEaDAapyMdkMkkZGN2DkD7EA4bsD8dNfQifhd4f+8k5gvszEhCvnOgqGA1ycp8rtg1cZs/G4zHa7XZtXPVZ0vf4/EKJnv+29DkA9UyY+nTdB83b1d+sk7GC3UAhWDsKNwI6WaZh1EgUz1mtVjVtN4kSDRBf2ZZeQ99r2jxynlFEUUvCb4o0RcTKCaT+qeFUh+36dBpdar9dsqafqVRAx8+Nvx7j0j6dMOh90dmqA6EjY5v8TonVfD6vkS0ncmwzN+Fwghtlv3J/fj6fjZIlderRnx/PKlIFBQXbDw+IAaj5KsryAKTNaJvNZtpweL1e4+DgAPP5PNlLEiD3J2qfCZWG6WdKvIDrleJoU+fzeaiU4HXUH2lWh3LB1WpVI1JavKPf76f77fV6yT9zo9xer4f9/X10Op1ErlarVapw50EqtdG8BislUuKnpd7ZXxJdPgMSkMlkkr6nrdeNmemToqwPx4WbBXNMSeguLi5SP1Tmp5ktlZRTHulzCbbtpElJl/scLZ7iREsDhk7iCnYDhWDtMHIZJ76SUPE1mvBuitj4edq+90ENUtQv4iZyFR0fZbz8Xv29OrvIcOZIGr+P7iWKljoBc+IVvddx9TH19p0A+fq1XBTWx9BfNxEoPz7qT0Qw1SHp/US/n02/kYKCgu1CFHDx79xuaLCL6446nU4toMZjFZuyWAqX8eWyWdpfDSz5RNtJmQYINajmvlf9jwagVHUR/QG4NhbRNdgej1ciqWOtz0I/9zmAH6fXzflp9Q8cD+0H/61VEL1NJ1K555zrs56rPlv/rX3Oofit3UEhWDuMnDGjwdZJ8Hq9ru0f4oa80+lgNpulDAQdD+WAalSUSOgC0sjwRFp3n6B7/51kMNIF1CUlLh2MiKMTLXVYjO555HETwcqNv2adImgmLoKOJyOBXNjNSKFmsFRy4tfRcWObwFUVJ18X4NJARiQjEqfP08faJYJ6HPumz0WrWj4N6S4oKHjlwOVXHmRRu+3rg1utFobDIdrtNmazGQ4PD9M+UMxkqY2m7eL7TWt9KZljJoe2UdUOPsHnxN0lzvRHFxcXWCwWtX2qVH2h/iUiVczQUCaowUDP/iv5dF8V+Vhem6APYTvMImpAU0mujoH6Ec04qYKG90JSrPOS6XSaioAsl0tMJpPavQB1AsxMJYCanFCVHLovGdvhs2G1QhbTIFz94uOnfp1BZ1/6ULC9KARrR5EjV2oENJJFR0OZg0fJXAOtmw+zbaBeUVAny5raj7Is3ncnJ3yNIpyqFdeFutoXbUsjdy4TdOeti6c94hc5regZeOQyl+nRe9R70XOVYJFYqkxQ33NMnFh6P3TBNklaNL6bFma7ZEPHWqWVOpny7J6TK93IuhCsgoLtg9tV/bdnrtQvqZ0eDofo9/tYLBY4OjpKa4gnk0myIbQfXFOsAUUHj2f1PK5LGo/HWC6XSY4H1PfBYpALqFc5ZJCOFXYZqOSmujyG4xHdp/piyghdts6/drudNtUlgYkCW7xX+hIPhNIX8HMGVJVIapv075QZaoCTcw8uOdDALSX5vV4PvV4P6/Ua5+fnGI1GWC6X6RmsVisMh8MawVJ/rxJB4KosvB5LMqVLGNj3breLwWBw7fepxNd/I54102xgwfajiEELanCSEhGW3Pe5yfrTXCfKXtyUUo/IFj/XzEpUiOE2E/OXK91/22Nvm6ny4z1TpEQ1kghG8gkfF23P27+pnzlC6WMRTZ5y49Y/Psbn/1f/FTovvpi+i36jBQUF24OcTYgCTx7Q0oAMsxy+dkbPd0WCTrLdzvAaUbEGt7u6h5QHu/hKtYH+m+3kxiXnR1325wE7J6p+/zmb+jT+2dtV8pPLEN6UpYwylVFg0J+R3vtt/zxDqNf0v+i3kQtkF1+1GyhUekfhDkqjSGoAIsOmVQR1b4j1ep2icQBq0SEaVDX8Wt2Hhst13bpv1tNkKTTLwqgkcKWv9gwaM3ZqMHPkYxPUweYm/jlyp1meTQTJSwDrYmhG9PjeZYE8lhksj6jp+HPc1cnrXll6Pzq2UUYpcu7MXPp6AbbFVx3Hz/iO78C9n/s5fOo73oEP/ak/ldorKCjYTihRcNB30JaRBC0WC0ynUzSbzSQxGwwGuHfvXrIzZ2dnAJCO1WwMcCV9Yx9o33RPLc+uAUjZL/ou9k8zKrTHSnRYrIMFKlarVa0aIvvDDJfLGzkeWoyBtr7RqBeaYBEmDWx5ZoW+wINetOO01aqUcOUKx8zXT00mk9q1In/MPvIa6kPa7TYGg0EaLyprmElU8qZjrPfisnSOpxax4nxmOBymTCh9KO/LlwZw3KO9xEoGa7dQnvSOYlOWQP9N46OEwWVarMhEgwPU98IA6pNwNXCqSVcjTIKjzsn7t4n4eBEITvxV7qiRMDokdYJ+zVx0TPvBfvl46RiwbSUc/CyXbYo28uWxdKJaccodnpbW1c0YOTZVdVX9SZ+TSkS0Pf/N6HOOslv+b/5+OPYaHdT2+PqHvu7r0JJ1Y6/7vu/D677v+7DsdPDPf/AHUVBQsH3wTEv0HW2LZhK4HohyOG66e3R0lPzVo0eP0mSflfWcVGnAkcFFwmVwSqa45kcDda4C8AAe5YrsM4BUqZeTfa281+12r9lJ9oEEjX6g2WwmEsmxiNYJ+/jqOKhkX++b0kfNuPm48d/0I9PpFMBVVtDJkGaJPDNIEsl2ea9cEzefz2/MTBH0zVodUNeocXPmwWCA4XCIXq+XfjMkwF4xmH1Vgq2Bw7IGa3dQJII7jpzjcmPkx0Q6eE+X87xIiuDnesYsd8ymPrnzcsMMXN+zKfrzrFEkkctdLzmXj38ch1/+5cDHPx4ek7vupmM8u0Vy5dksfZ+7t6j/UT9y2TY9/7ZQQqnONye30H+/4y/+RXzocz4Hi5f088tuF89/8Rfjvf/L/7JxklBQUPDKxk3/X7vPAep2Xo/zdT0M7mzyUTxX+xP5P1+zG/VJba0WDVLbra8qK1TZoAa6ogwT/7T8udr3TaRD2+H9erDUfaD2WX0Jj/GgYfR8OWYAav3W+1G/wUwfn58TM/cnnmXU1+i3RCKn+17m5js+h9mE4qt2ByWDtYOISIpmhDTKontP6cSXjooRMZ7LaBujO57t0GvTKLssj5E8L3+r0SwlTO602MdNWTQaa96fSkAY8VPDz2vRgGsf3Nmu12scftM3of1jP4b+N34jzv7yX67dh/Zbx4aZJd67btDI49VZMlO1Wl0uHGYUkZWtXBbICk/8jmOgz5+faTZRs2eRg9R7iH5nEYHXhcy6r5pnsHjM7N49LIZDNOdzLNttNGYzLIdDzO/dQ0sihAUFBdsFlwiqr1I7xapyHnyinW61Wtjb20sVb+/evYt2u42Tk5NkS3ktTq4B1Gwg7SN9GzNNKpVXoqD9UFvOTAuvxSyOysdIHngMM2isMtjv92ubDXMcaOuZaaEP6Ha7yb+qz4tst/tSyvej4N98Pk/3w+p+SgaZ0VPJukv26PPpW0ejEQBgMBik75l1azYv9/rqdDpYLpe4uLjAdDpN9+bKEx0jJW3qY3mcKiu63W7KWvmzYH81g8XfCucdvE/1883iq3YKhWDtMHKRFF2TxONUcgfg2gRZS6zyezUkmyI2TviUAPl+F0B9M1yd7Gt0To+Joo96n/rKY+iodG2WRgWVdOo4ffpnfRYaL8kfAGD4Ld+C4bd8C9bdLj7ygQ9ci/wpPJJJsqWTBI1eqhRQHRudq0sEdS1VFGn08eO9+wQjF4HMES999upkvPqVR5IB1KSD/dNT/PLv/J346Nvehtf/43+M7osvFqdVULDFUHudsy8+OdeMCn0XcGnvKfkaDoep0t98Psf5+fm1a6gv0uCSZlE4odfJvZIdBr0ItjWfzzGZTGpZfOBqvXBVVcn+A8BkMkkBwPV6neSCuo7IA3UMtpE48lUDjzm/rGttdZ0SUF9TrYFNSgV9Q3uSMPZJx8gzgHxeXKNFoqO+nARrMBjUioTwGehzpB8jqaRfVz/LZ63ZL63IOBgMagFXnR/pWjj10/q8c7/ngu1HIVg7ik2SgNvIvqqqQufxY/z6b/gG/LOv+zpMe71aFkgNJ49XIuIpf886EboGyx2tkijvtzpVjSiRNOlaLI1qNRqN5Lj0WCU7fB9VoXr/O9+JV//Vv4q9H/xBNCYTrHo9jL70S/Hkz/7ZWpnyKBO0KYPFPyVYdFpeccodiE4QIoKlhNEJYESoPPPlv6mbslk3yQG9Tf6950//aQwGAzQaDfzC133dJfna9CMtKCh4xUN9h0OzKxrocamdZrwA1LLm3W43ZSFoS9k2/YT6C782iRXbVhtKsuFZNb0flbcBV76B6g76Ic1i8VV9EckC1yBFEkQlPh7MUrCvev/ufzQ7NZvNUsCPn7N/KodURYsrR0iU2X/1lerjeG8umdR29bfjcBLtQcybsnuRL+Nvh+37/CaSjBZsPwrB2lH4ZDhae6PHeoSm0Wjgdd/6rTj61/8av+47vxM//va3A0CSPXAPD3VKasi8fWYv/PuIiLij0gyMG3AlZgCSY6IxdALX6XRqe6HwOFYT4gJpLe5Ri8bt7WHW66GaTrHqdlFNp5j3+xgdHGD90kJqzwhF96VkS58NnRkzWHyvskCSLrbnzp0Oltf0CKg7Kf9t+O9Cj1WHqdA1CrrJJcsma6bKCbbLSXQipaS9oKBgO+GTZpWW9Xo9rFYrnJ+f1+TQs9ks2UwGkXq9HqqqwmQyweHh4bWqb+PxGBcXF4m0eBZf+8HNZ7mvkq4fol2eTCZpnywnPJyAc2Ng9VlKTihtY/ssyHBxcYHj4+OkIBkOh2g0GpjNZslf0w/wcwYLOTZRNUL6k9FoVFN4zOdzjMfjWvXF1WqFs7MzHB8fpyIa9DMsHqKkju1rpkj9M8ddySCzcFpxln1dLBYYj8cYjUY1NYNm3tguoXMKJ458prq/pfsZ/u40i8lraDZNfyf0dRpwLth+FIK1o4iiPD6BjjIV6/Uan/mWt6Dxkt4dAD75+78fn/z9349lu43/59/4G7XJtJ/PCBQNqKbdVW7n2S7trxpqXfPFzxRu0DTSpfJDPVb7w2PV0TFa5RKKdO6jR3j8VV+Fx1/5lbj3D/4B2i+8UMuAOcnRe44q9inJUlLlBEvlGL5IWB0f3/tz1nuOiLFnDv035E5IP1NnqhJBlwu6fCIiV/57vU3GtaCg4JUNDwDpBFezLJo9YWaHgSQGd7rdbqoI1+/3MRwOE1EhKWDbXFcVyZB1Py1+T1tPG6sVXj3YBVxNwIH6ZvE8RiXzWlWQhHCxWKDb7SbfGvlxrfKnmSC1rb6Oazqd1rZgcZ/DcSXBmYo0fr1eYzqdppLpEUlRQqTPl/dMMIipmzpr3yiP1wxRLgMVBQiB+kbDQL3gBqHjpATLn7vfq67rymUMC7YThWAVPDXe//3fjwd/5a/g8Ed+BM3pFItuF7/ym34TfvIP/IF/2137dwIf/Mt/GZ1OB1VV4WN/9s8Wg1pQUFDwCkCx1QUFBS8XqhL93T1UVfUCgF/+1bTxycDr7gLPrIF1BVQvAi98CPjwy9TFgoJPFK9fr9fP/NvuREFBwa8eL4evKij4dxTFV205CsEqKCgoKCgoKCgoKCh4mVDqRRYUFBQUFBQUFBQUFLxMKASroKCgoKCgoKCgoKDgZUIhWAUFBQUFBQUFBQUFBS8TCsEqKCgoKCgoKCgoKCh4mVAIVkFBQUFBQUFBQUFBwcuEQrAKCgoKCgoKCgoKCgpeJhSCVVBQUFBQUFBQUFBQ8DKhEKyCgoKCgoKCgoKCgoKXCYVgFRQUFBQUFBQUFBQUvEz4/wGZn68mgssvlwAAAABJRU5ErkJggg==", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -947,8 +953,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "The reconstruction error for the unconstrained case is [0.12289169]\n", - "The reconstruction error for the constrained exact_n case is [0.11311239]\n" + "The reconstruction error for the unconstrained case is [0.12293603]\n", + "The reconstruction error for the constrained exact_n case is [0.112486]\n" ] } ], @@ -1001,7 +1007,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "The list of sensors selected is: [2204 4038 3965 320 253 594 878 3618 2331 3999 429 2772 2878 1370\n", + "The list of sensors selected is: [2204 4038 3965 320 253 594 878 3618 2331 3999 429 2878 2772 1370\n", " 1315]\n" ] } @@ -1036,9 +1042,9 @@ "outputs": [ { "data": { - "image/png": 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b7bZsa8/JgyZQkwdpfWjbSfvMLftWPffc4/81dPPNwPjxwF/+0urJAxEREXUe9qMtnE4gIwMoKbE/GiIiIgp6rbueX1EBVFUBpaXAf/8LfPQRcNllbTw0IiIiCkatmzz89rfHn3EAAIcDmDsXeOaZNhwWERFR92SaZtCnLWjdbYtbbwWWLgVefRU45xzA6wWEiAYiIiLSrVq1Cvfee68aRRhorbvyMGTI8f8A4KqrgNmzj4dqrl0L2Jgt1dbWIiQkpMk26alS6YlSra+diAjt6V07T/dqn8nO+0ozWu19tSfx7TzFL/W12i/qadtRespfe8JbCvXV/jqw87S8RlufEjtPvLfXE+2A/Jm0bSz11aI8tHFLn1nbB9orgsROpIb23u25rrVjWaJFF7RXxJZ2rGnjktb1iftWnz59kJOTgzfffBPz5s1r1+8gO9omSdTFFwO/+AWwcycweHCbLJKIqKtzVVdj1CefIGXvXvTYuxfhlZVYfs012HXqqSf9bnxODk595x303LMHXqcTB0eOxOpLLkG1Eo9PnUtqaiouvvhivPHGGxg9ejRGjhwZ6CE1qW1qW9QnyCgtbZPFERF1B+HHjmH8Bx8gPicHRUI2v6jiYlz0l78gLj8fay+8EJtmzULG5s04969/hcNGLhoKTqeffjqGDh2KV199FRUVFYEeTpNaNnnIyzv5NbcbeO01ICLieLZJIiJqlsq4OPz7scfw5sMPY+3FF1v+3riPP4arpgbv33ortsyciQ3nnIPPrr8eyYcOYdCqVR04YuoIDocD11xzDWpqajB//vxAD6dJLbtt8YtfAGVlwPTpQK9ex1NUv/46sH078PjjQHR0Ow2TiKjr8YWEoCouTv29fhs24MDIkTiWmOh/7fDQoShJTUXWN99g+/Tp7TlMCoCEhATMmzcPL730EsaOHYsJEyYEekiNtOzKw2WXHQ/NfO454MYbj2eV7N0b+M9/gNtua6chEhF1X1ElJYgsL0d+374nteVnZiL54MEAjIo6wqRJkzB+/Hj8+9//RkmQJWJs2eThxz8+HqKZm3v8dkVR0fF/X3hhOw2PiKh7i6x7lqyiiSsUlXFxCK+ogMNGdBYFL8MwcOWVV8LhcOC1115rFD2hFXVsb0FRkrtebW2tZREQO8WcpDArO4Wv7BY2ksalVWmTwrDshGhJYYmAvr6kMCxt2aGhoZZtdkNIpXFpIW/SZ9b2Pamv9Hmbs2w74ZZ29ns7y7UT2qrtA3bWtXYsS/uu3TDievWfz+N2+2P8vV4vfHUPzNWYZqPYf8MwUF23vjzl5ai1qEhsxU6lYjshkVIhKLuhlnYSK0nvbSd0XqMd59HR0bjqqqvwzDPP4IsvvsD06dPhdrtx22234eabb8ZgIcJRWrZVW3OLwLVNtAUREbULT93kxNnEJMRV96XmVSZH1LmNHj0ap512Gt5++23k5+fD5XLB4XDgYABvWXHyQEQUxCpiYwEAUWVlJ7VFlZWhKjISXqFsM3UNl156KaKjo/Hyyy/DNE2kpKQgPz8/YOPh5IGIKIhVxMejMjoaKU38lZl64AAKevUKwKioo5SUlGD37t0ICwvDddddh927d2Pp0qXo0aMHJw9ERGRt96hR6Ld1K6KLi/2v9d6xAwl5edg1ZkzgBkbtbuPGjXjkkUfwxBNPIDw8HGeeeSbee+89REREBHTywGtdREQBNHLFCoRVVSGqLqqi35YtiK4Ly9swbRpqIyKw7swzMXDTJvzob3/DxunTEVJTg/HLlqGgZ09smzIlgKOn9nb66acjISEB77zzDh588EFMmjQJSUlJ2LZtG0pLS+H1etutpoeEkwciogAa+/nniC0q8v+7/6ZN6L9pEwDg+3HjUBsRgWMJCXjn5psx/b33MPWDD+B1OrFv2DB8+cMf8nmHLs4wDIwePRojRozAl19+if/+97+oqqryR/EUFhYiJSWlw8fV7nvdU089BcMwcMstt7T3WxERdTqv3XefZVvDsLminj3x3o03+v9tJyyROh+n04kZM2ZgypQp+Pjjj/Hxxx/D6/Vi165dGF5VhSkLF2LN3LlNJhNrD+0+efB4PPh//+//Ydy4cZg6dar4u2632zKeVopb1+Ko7eSIkGKhtYNXiw2WMoZpOREk7XlS0RKTSPH0dnJXaHH4kUqMe0RERKuXbYcULx+tpHO3ynnSHM2N1W6KnfWhHYta/on2uvxqp2Sy1l87ztsrd4W2Lu2c29pz/5GWrZ277JTz1pYt5Z/Q+trJydLS/SckJAQXXHABTjnlFLzxxhsYOHAgBi1bhl47d2LQ2rWNJg/Ssqurq5t8vbnfPe3+wOSvf/1rTJkyBVdffTWOHTvW3m9HRETU5WUaBu694AIMq65G/2++AQD0X78eyQcOIHn/fkQXFrbr+7f7lQen04lXX30Vo0ePxh133IFnn322vd+SiIioS7vi97/3/1x/rSeivBwX/+//+l9/9JFH2u39OyRUc8CAAfjzn/+M5557DkuWLOmItyQiIuqyPrv2WvjqbofU39io/7/P4cBn117bru/fYXkebrjhBsyePRvXXXcdihvEKhMREVHL7J48GQvvvLPJtoV33oldkya16/t32OTBMAy89NJLqKysxM0339xRb0tERNSlmXUPVZodGIHToRkme/fujWeeeQbz58/HggULOvKtiYi6HK2aLHVtVTExqIyNRX6fPlgxbx7y+/RBZWwsqmJi2v29Ozy7yLx58/Dee+/hxhtvxGmnnYa0tDSsWLECwPEQkbCwsCb7SaEuWpiMFHpipzSxFr6jpQ7dt2+fZZsWhiV9JiksEbAXklRQUCC2W20/QA/VlMIa7YSOAUB8fLxlmxYyGVtXmKg1Dh8+bNnWv39/sW9cXJzY3l4hpto+YKdEuZ0vO+3z2lkf2rikkLeKupLZVqT9WhuzdMwcOnQIS5YswQ9/+MMm92Ht3CZ9Zu38Ix3nWlSdFG6pnSO08GUpZFtbH9Lx1qNHD7GvFmIs7T+29r2EBPz7wQfhc7kAw8C2adPg8Hjgq1vH0mcO+lDNExmGgeeeew4ulws///nPYZqmf+UUtnNoCRFRVxEXFwefz4cNGzYEeigUQL6QEKB+wm8Y/olDewtIXtPk5GS8+OKLuPDCC/HPf/4T48ePBwDk5eUhMzMzEEOiNjAkNxf/s3Rpk23/e+GF2NoBl9KIuovQ0FCMGTMGX3/9NUaNGqVeqSJqSx0+eThw4ABiYmJwwQUX4LrrrsOtt96K5cuXAzg+eaDO79Phw7EvObnRa3mxsUA7ZnIk6o6GDRuGLVu24JtvvsHMmTMDPRzqRjr8tsW1116LrKwsPP7443j44YeRlJSEW2+9FQAnD13FrrQ0rB04sNF/x4TnLIiodVwuF8aNG4c9e/bwti91qA6fPLzxxhu4/PLLceedd2LSpEm46qqr8NVXXwHg5KErCauthYNPghO1u0GDBiE2Nhbr168P9FCoG+nwyUNKSgqeffZZbNmyBaNGjcIDDzzgLycqPZlOnce1X3yBZ157Dc++/DJ+u3gx+ipRJ0TUeg6HAxMmTMCBAweQm5sb6OFQN9Hhk4d6Q4YMwX/+8x8sW7YMaWlpAICjR4+2a4VDal8ehwPfZGbizSlT8MyZZ+K9CRPQq6gId3zwATKUEE8iar2srCwkJiZi3bp1/nPo5s2bsWfPngCPjLqqgERbNDRjxgysWLECCQkJyMrKgs/nQ8KePRg9fz42zZuH4rpYeCn2XItLlWKHpRhs7X21PA7btm0T263ibAG99LVEWx/S+2o5D6SY9m0APunVC/D5gMpKIDQUbw8fjlc3bsRZy5djkRJJI41bizsvLy8X26Xt2KdPH7Fv/ZWxpvTq1UvsK+XFkGLlAT1fhxRbruVqsFP+3E4pZ609UOPSSLH2R48eFftK6fi141zaf07c56OionDw4EF88skniI6Oxr59+xAaGoqioiLxPZqi5VOQcp9IeWQAe2XXte0oHVPaZ5LGNXr0aLFvUlKS2C7lW9DyPEjHhHZebM3x1Nw/4AN25aGh+hXw+7oqYZlffonUrVuR+eWXgRwWtYHDERH4KjERY0tL4eBVJaJ2Ex0djYiICOTl5cE0TRiGwSu51G6CYvJQL37fPiTs3Ys+q1YBAPqsWoWEvXuRkJ2NSN4377SOhoUh1DQRwQcoidpcWVmZ/ypoSkoKqqurUV5ezskDtauA37Zo6Af3349Y/F9t8rCyMsz+3e/87e++805AxkX2pFdXo8bhQKVyiY2IWic/Px/l5eXo1asXoqKikJeXh7CwME4eqN0E1dncsja504mvf/WrgIyJmi++ifvCAyoqMK2oCF/Hx3doxTei7iI2Nhb9+vWDz+dDdnY2IiIiUFtbC7fbzckDtZuguvKw7J57MOe++056/dMHH0T5wIEBGBG1xJ+ys+F2ubAlJgbFISHIrKzEhUePotrhwPN9+zLDJFE7iYiIQFZWFnJzc1FQUACXy4WamhpbDycSSYJq8lDPNAwYpun/P3UOK+LjcW5xMS47cgRRXi9KXC6sSErCyxkZOBwRASjVB4mo9RwOB9LT0xEdHY0jR440KjpI1NaCavJQGxuLqrg4VCUnI/uMM5C1bBkiCgpQExdnqwywFI6phWpK4YNbt24V++7YsUNsl0J0tLK2vXv3tmwrKysT+0ppbENDQ8W+kqcA/O2EmhYAgGaGiknhltrlVzuloLW+UjidVo5Z+suvpKRE7KttR2lbaWFpUgiXVrq4PS+FS+PSwk+lsDXtS1Rrl7aVlhn30KFDlm1aiLEUZi6dm5KSklBYWAiv14uehw/jnmPH8EB0NDY1qLgobWctBFDar7WrHdKytTBPbd+Twpu1ZUvrQwubnjhxotgu0fY9qYS51lc6D1gdT9px5l92s36rg1QlJmLx3/7mr02ePWvW/9Um5xUIIqJmcTqdSE5OhmmauPTYMZzmduOS6upGkwciO4Jq8gCgcS3yDqxNTkTUVfT2ehHv8cAEcFFdUrgfVlfjrfBwGACKHA7sC+QAqdMLuskDERHZs65BXpz6G3ZJpolPG2S7TEpM7OBRUVcSVKGaRERk3y/j4lB/N9xxwv/dAG4S0ksTNQcnD0REXczCiAick5DQZNs5CQl4V3l4kEjDyQMRURfmPeH/RG2BkwcKqIqKCjXckYharsDhwFHDwHcuF26PicF3LheOGgYKmCae2kBQPTBpGIZljKkU02wnz4MWkyyV3d6zZ4/YVyvVK41bi9+Vcg9IccGAHJeuxVFr60t678jIyJNeq6qqQlVVFWpqamytDy2Gu7mxy02R4r+1iU9aWpplm1b+XMsB0NT6rBcTEyP2lbazFuOv5YGwQ3pvbRtK5witTL3WLp1DtPOPtGwpjwMg5ydR8xYkJeHslBS4DQMwDHxsmggxTXgcDvSAXL5ayzEinRe1c4TUrq0PLX+JtC208ueSTZs2ie1RUVFie2ZmpmWbds6Vzn1aOW/pHGEXp6AUUOHh4XA6naioqGAefqI25nY4gPpJl2Ec/zdRG+CeRAFlGAaioqLg9XqZSpeIqJPg5IECzuVyISIiAm63W70ETEREgcfJAwWF8PBwOBwO1NTU8PYFEVGQ4+SBgoJhGAgLC4NpmurDa0REFFicPFDQcDgcCA0Nhcfj4e0LIqIgFlShmg6HwzJUSwpJ0ULH7JS+PnDggGWbFs5UXVeQxor0gKAWxieFO2nhO1KIlxS+BehhfFKIoFRGHDge1miaJr788kscO3YMM2fORGhoKKqrq7Ft2zacfvrplqFaUtljQA4t026T2CkTLS1bK3+uhaXZCeGS9h9tG0vshMRq761NKKXzgFb+vEgpGy9tR+1YTUpKsmxLVOpLpKamWrZpx1Pfvn3FdulY/f7778W+W7ZssWzTQkil7ahtBzthxFrYovTeWpjntm3bxHbpeJPCue2SSolbjUkLta3HKw8UVAzDwIQJE+DxePyx1VVVVcjOzkZxg6I+REQUOEF15YEIOP4XwujRo7F+/Xqkp6cjJSUFwPErPT169Ajw6Ig6xp3btuHs5cst2++//nqUKcnAiNoLJw8UlPr06YMjR47g22+/xZlnnonw8HCUlpYGelhEHeb99HTsPiEzoQHgp+vXIz8qihMHCihOHiiobNiwAcXFxRgxYgTGjRuHpUuX4ttvv0VMTIz6jAlRV/J9XBwKT3jmYXB+PsK9XqxUnmcgam985oGCSr9+/WAYBr788kusX78eQ4YMQU5ODgzD4OSBur2p+/fDB3DyQAHHKw8UVOLj4zFjxgwcPnwYW7ZsQW5uLqKjo1FQUKBGJxB1ZU6fD1MOHsTO5GTkR0VBjrUgal+cPFDQMQwDvXv3Rs+ePZGdnY1t27bB5/OhuroatbW1nERQtzQ6NxextbVYwKsOFASCavIgleSWaHH6UlzxkSNHxL5SfgAtDn/s2LFi+8iRI1vVBgBZWVmWbTt27BD77ty507JNyw+gFa/q1auXZVu/fv3EvhkZGU2+Xl5ejqeffhpffPEFLr74YvTOzUXms89i30034diQIQD0uPR9+/ZZtmllgKV8HVr5cynm3W6ZaGlbaNtJ2ne1vClSHLh2TDQ3hrw1pHFLJbUBfTvOnDnTsm3o0KFi39WrV1u2rVu3TuzbcKL8gw0b4HE4sHvcOKRGRKj5JbS8BlIeCC1HxPDhwy3btH1Pas/NzRX7aseEnVwNUt4L7TNp+YKk/lr+Ejt5ZqT92qqMuHYM+3+vWb9FFEAxMTG49957/f9OeeUVxG/YgJQlS/yTB6KuLLS2FiOys7G9Tx9UCol/iDoKJw/UKYTl5sJVF6qZ/Pnnx///2Wc4evbZAIDowkIcEzL5EXVmo7KzEebxYD0nyxQkOHmgTmHiJZf4f66/SRVSXIyxP/sZAGAsgBf+/veOHxhRBxi/YweqQ0KwRbn1R9RRGKpJncKOe+6Br+5+ef1dvvr/+5xOfH7ddQEZF1F7i6qsxOCDB/Fd//5wK89mEHUUXnmgTiF/9mxU9u3rv9LQ0Ka//x27WYWTuqhxu3bB6fPhm8GDAz0UIj9eeaBOx6x7wti0WcGRqDMYv2MHyiMisMMiGokoEHjlgToNd0ICahMTUZOSgqPnn4/UDz5AWF4e3AkJQEFBoIdH1C7+eumlgR4C0UmCavIQEhJiGZcq5R/Q4tKl2OAC5UtHisFNTEwU+06ZMkVsl3I1JCmRA1Jugj59+oh9U0/Il9+QFs+sxSRL20mLpZfisD0eDyqjo7Hi1VdhhoQAhoHsWbNguN0wQ0ORoIxLyi9QUVEh9i0pKbFs0+K7pX1PS3YVFhYmtkv5J7R4eClHgBbnLR1v2mdyOOSLndL+px3n0v6jpTbX8kB89dVXlm1btmwR+0rHqnQsAnLuAe140rbj4cOHW903NjbWsk07h2i5ZCRaXgPpvLlnzx6xr3QekI41QN8W0ri13CdSQcD4+Hixr7QdrdaV9ln9y27WbxEFCbPhl5NhNP53M7lO+KI48d8nCqmthcfphFn/wKbXC5fXe9Jtk5CmvrCFE2kIAK/T+X8Pgvp8cHk8gGE0ejAuxO0GmkiEZgoTBIfHA1/9icPnQ0jdF6+7wfpy1tbCaGK50onO53AA9e2mCVfdGDwNJjpOtxuGxReE1eTBdDjgbfCZ67eJJzTU/34OtxsOaXLaxPowDQOeBssNrdsebpfLv/2cXi/ClIlJ6Anb0QQabSNXbS0MNF6/RF0ZJw/U7Vz9y1+2uM+CSy/FtrqsekO2b8clb7+NfZmZeLZBCOnvXngB0Uq2yhMt+sEPsHrcOABAv0OHcMNbbyE3KQl/aRA9csNLLyGlhbdlvvrBD7DyzDMBAMn5+fjpE0+gMioKT99zj/93zn7qKaQL2Uab8v2MGfjisssAAOHHjuGaO+4AADz/3HP+35n+4ovo9803LVruvgkTsLzBdrn2llsAAP96/HFU1/31PXXhQoz84osWLXdv37545eqr/f9+5O23EVNdjT/MnYsjCQkAgPM2bcKFGza0aLm5iYl4tMFyf/bCC0jJz8f9993XouUQdVZ8YJK6DVdNDX7aRLQGkV31V3D+8Mc/Nn0FiqiLMUytMEQHKCsrQ1xcHN58803LfOyFhYWW/bX7ztJzDZs2bRL7SrnWtXt306dPF9vtPPNgpziUdH+3PZ950O7hS/dRtc8r3RcEju9jrpoa/1WH1//yF/+ldu2Zh9LSUsvbFiUN1mVTXxrS+gwJCRFvW9SvL6vbFtJzDXHJyeJti8TExFbftqgVbluEhobaum1Rv76aum3hrawUb1vk5eWdvNy62xb19/etblt4lfu8ycnJjZeL/7ttER8fj4iKCvy/Rx8FAPzv73/f6PaF9MyDdkzYeeYhLi5ObLdTo0Qat51nHoqLi8W+2jMP0neB9szD0aNHLdvKy8ttjUs61/fuLddHlY5z7ZmHtLQ0yzar9VFdXY0//elPKC0tFc/JvG1B3ZInLMz/hac9iHfifWzT6YS7/sTbYPLQ1P1u8W/QE5frcDS5DKvEQNIp2tfw5G+xXK/FhEwtTle/vgyj0bMO/uUKX2raA5P+t2hiub6QEEjT9eY8b1DbxNi8TidqlC/Lpvo15GHyJupmeNuCiKiLyM7OVqvEErWFoLryEBIS0qrL8Vqoi3RZWrsclVD3UFVTUlJSxL7SJUdAHrf2maTLitrlTOlSl3bJUfsrXboLpi1b2k7a5UwtNLGmpgbeBlcJampqUP9JtL52woSlEEEtJEpbX9J21vYfq/LnzSHdutL2Pe1Wn3TZWbtlZifM006p59ra2kbRGPn5+Y2uVEQIVTC1qzzS8dTUun777beRkJCAX/7yl+okwqokM6CvL6ldKwUu9ZVK2AP6PiDtf9IleEAO9dX2j5ycHLFdWifSvgXIx8Rpp50m9pXWh9Wt8eZOPnnlgYioi5gzZw6+//57MS8FUVvg5IGIqIsYMWIEpk2bhoULFyI/Pz/Qw6EujJMHIqIuZO7cuYiJicGrr75qK5sjkYSTByKiLiQ8PBxXXXUVsrOz8emnnwZ6ONRFcfJARNTFDBgwAGeeeSbef/99HDp0KNDDoS6Ikwcioi7o/PPPR0pKCl555RU1coeopTh5ICLqgkJCQnDNNdcgNzcXixcv9r+el5eH7777LoAjo64gqPI8hIWFWaY9leLWtQzbUqy9lt5Tis+VckAAeupZKZ5WKperLVuL8Zfiu6U2QM8QKOXp0GK4pXWtlUxuTp4HZ4O8CvHx8fDWjUfbTtJn1vY9KS7dbk4Naf+R0qoDwLBhwyzbtJwa0rh79uwp9tXSiEt5V6R8CcDxlNtWtFh6bf+R9t34+PhGqcnj4uIaZbuU0kRruWKk0unS5wWO79ejRo1CYWEhXnzxRcyZMwcjR47Ev//9b8yfPx9XNyjsdSItX4eUk0VLbS3tP1qqeCkXg/beWll2qSSAtn9opP1e26+l88CuXbvEvn379rVss9q3tO+PekE1eSBqT76QEHz1q1/5fyZqK16XC2/Mnev/OZjMmzcPK1euxAMPPIBXXnkFaWlpKC0tRXl5uZrIjsgKb1tQt2E6nTg4ZQoOTpniL3JF1BZ8Dge2Dh2KrUOHwtfM+h0dxeVy4e6770ZhYSGeffZZ9OrVC4B+dZNIElx7ORERtQnTNPHYY4/h3XffRc+ePXHzzTdj0aJF/ltaBw8eDPAIqTPj5IG6DcPrRcaaNchYswaGkiOfqCUcPh+Gb9uG4du2iWXDO5JhGAgLC8MTTzyBK6+8EomJiZg0aRL++te/IiYmhlceyBZOHqjbcLjdmPbUU5j21FNwMHSN2pDT48HlCxfi8oUL4VQedO1Iv/rVr/Dyyy+jZ8+e+J//+R+Ul5ejsrIShmEw/wPZElxP9hC1J4cDR4cO9f9M1FZMw8DePn38PweTgQMH4oknnsDatWvx7LPP+iMWNm/eHOCRUWcWVJMHl8tlGWojhQ5JJUsBOfxHKx8rhS5q5XS1sCMpZEkLmZTCC7XSs9KytbBF7TNLn0kLa9RCvOwwDAMID8eqhx4CAITU/dec95VC7bTQMSk8TLtsfPToUbFd2u+10MRVq1ZZtu3bt0/sKxVcOu+888S+WricFNrao0cPsa92HpCkpaWJ7enp6ZZtycnJAIAV990HAMg8ob3+AUWprxWpNoVWt+LEkLvTTz8d06ZNwwcffIBHHnnEv39FbduGjGeewcGbb0ZF3eRaK30thfNp5xDp/KOdj7XjTXpv7TiX3ltbH1ooudRfC41OTU21bNNCsqXvIKvwY+0cXy+oJg9ERNR+nE4nLrroIsyaNcs/eUj+8EPEffMNqj76yD95INJw8kBE1M0klJUhvqIC2L4dSXXFs5KWLkX+uecCAHwJCahVEn5R98bJA3UbzupqnHXDDQCAJc8/788wSWSXq6YGF99+OwDgnT//GR7l0n2gjTj/fP/P9TcTXcXFGHnNNf7X1339dccOijoVPjVG3UpYWRnClPvuRK0RfuwYwm08d9GR9j7wAHx1zy3U3+Gu/7/P6cSe++8PyLio8+CVByKibqb43HNxLCOj0ZWGeltfegnVQu0TIoBXHoiIurX60NJgCzGl4MYrD0RE3ZAnMRG1iYmoTU1F/oUXosd//4vQo0fhUap1EgFBNnnw+XyWsctSngepjC8glzTVykRLMa9a3gItXlYqBy6VUgXkmHftffPy8izbtNwDdnJqaOtLiv+ublBOuylSKXDgePlZV4NY7MLCQv9DbVpJXCl3hVY2W4od79evn9hX+0x79uyxbMvJyRH7SvuIlk9BijvXYta1OH47Zeqlz6RtJ+14k/JAREVFNSr3npSU1OhhXKkcc0FBgfi+0rGqHRNSKXng+Pn2s9tug9fpBAwDuOoqOL1eeL//HvFHjoh9pRLVWp4Z6VyunY+1/DfSsqXzrUYrya19B2n5KSTSvquVzy4pKbFsS0hIaPJ1LWdFvaCaPBB1Na7qaoz8+GP02LsXPbKzEVZZiS+uvRa7p02z7GN4vbj4gQeQkJODJbNmYdWpp3bgiKk7aVQ+3DCCrpw4BS8+80DUjsKPHcPY999H/JEjKMrIaFafEZ9/jmglQyQRUSBx8kDUjirj4vDGX/6Ctx97DF9feqn6++FlZRi3eDE2nnVWB4yOiKh1OHkgake+kBBUCbUxTjR50SKUpqZi9+TJ7TgqIiJ7OHkgChI99u7FwNWrserSSyE/WkpEFFicPBAFA9PE1DffRPaECcjr3z/QoyEiEgXVo7WlpaWWYXFS2JGdUrxSaA8gl3HVQvy00CCpVK8WLieFxG3atEnsK4V/aaE/WrldaX1py5ZCObXy5lqoVHV1NUIahFsVFhbCXRcK2bt3b7Fvc0OXrN63XlRdGGJNbS0qKioahfCN/vZbJBw+jDcvvhhleXmoqdu+TqfTch+1CrUC9DA9KWRyxIgRYl8pbFErXayVRZZC2pYsWSL2lfYv7XjSwgulffPo0aONwoDz8vIa1baQwk+19SF9Ju3cpZU/l9q1ZUuloLXPJB3L2jk1OjpabJfOuRnKA8vSPpCUlCT21UKUpZBJ7dwmnX/ilFuiUjh3T4vCZ1oIcL2gmjwQtSev04klF1zg/zlYhFZX44ylS7F66lSUteD5CAoeXqcTq+bN8/9M1NVx8kDdhs/pxLennBLoYZzklJUr4fR68f3IkYir+wsmtu6vwvCqKsQVF6M8JgY+xuAHLdPlwraZMwM9DKIOw7MRUYDFlpYioqoKNzz99Elt0774AtO++AIv3nQTjlpcZiQi6micPFC3Yfh8yNi3DwBwMDMTpvJcQEdZN2UKdgwZ0ui1qIoKnPff/2LT2LHYMWQISoTnGyjwDJ8PqTt3AgCODhoUNPsWUXvh5IG6DZfHgyv+8Q8AwJ/vvdf/wGR7G/XFFwitqkJU3QOS/bZsQXRJCWqqq7FuyhTkpqcjNz29UZ/62xf5KSnYyfLIQc/pduO8P/8ZAPDq3/7W6IFJoq6IkwfqNkwc/zKu/7mjjP38c8Q2SDc9YNMmDKiLiNk8ejRqlGJAFPxMAMV1E0Dm6KDugJMH6jY8oaH4x623dvj7vnrvvU2+LlVbLE1IwIMPPNBOI6K25g0Lw8L77w/0MIg6TFBNHlavXm2ZR6C/kDjn6NGj4nKl2HM7JWCTk5PFvlZxtPWkuOJ9dffmrXz33Xdiu2TAgAGWbVq8u1XJ9Hp2yldL8c5azowipZCUtA+kn3DL4ET5+fmWbdp2kvYvrbyw9L6AvL60vlLMe58+fcS+Ei3Pg0bKIZGVlSX2Xbx4sWXbWUqtEG2/luL4pX0ekOP0tbwpiYmJlm1aLg+t3Le0bC1HhPTeWil5aV1qOVXs5HuRci0A8v6lnRe1PCLS+pTygABy3gzteJPyPFiVuNf253p8qoeIiIhaJKiuPBC1J1dtLX76/PMAgJduuAGeDnpgkro+V20tLnv8cQDAW7/9Lfct6vI4eaBuwwDQo+5yvhHYoVBXY5pIqk/ZLKSyJuoqeNuCiIiIWoSTByIiImoRTh6IiIioRTh5IApSOTk5WLp0qVgOmogoEILqgcmvv/7aMqZVitHV6sdLcbRa/XgpvjdBqTegxTsfOnTIsu3AgQNiXyk+XIqVB+TPrOWu0OKdd+zYYdmWmpoq9pW2sZ08DsDxdeJqEEOemprqTyGsfSYpdlzbfwoLCy3btHWdkZGBV155BdOnT8eECRNOapf2+6VLl4rLHj58uGWbNlmR2rUYcS2fgvSZUuqyg1qRYumlbai9LyDnF6ipqYGvttb/79raWjRcC1JODS33ibRvarlP9u/fL7ZHR0dbtmk5SHLrHw5tgparQVq2YciPMoeEhIjt0nng2LFjYt/t27dbtsXFxYl9tfUl5dTQxiWtk+rq6laPyyq/TW2DfVnCKw9EQWro0KEYPnw43n77bfVLl4ioI3HyQBTELrvsMhw6dAirVq0K9FCIiPw4eSAKYgMGDMCECROwYMEC9RI3EVFH4eSBKMhdcsklKCgowLJlywI9FCIiAJw8EAW9jIwMTJ06FYsWLVIfRiMi6gicPBB1Aj/60Y9QXl6OTz75xP/a7t27xbLeRETtJahCNfv3728Z3iiFWmkhXFLoiRYaJIVban3z8vLEdqmUuPYXplQ2WSsxLd0710LWIiMjxXZpnRw5ckTsK4WlaeWHtX0gLS0NhtuNnZdfDgDokZ4Osy7sS1vX0ntLIViAXJJbCy9tWCI4KysLF110ERYvXozrrrsOMTExWLJkCSZNmoRzzjnnpL5SiCggh/lp4ZbSuLW+2naU+mthek6n07JNK+WshafFxMRYtsXFxcHh8WDjRRcBAJLS0uBrcBxJx4y2PqQoG+0zDR48WGyXyrZroa1SqLi2X/fs2dOyTTv/aM/9SNtR2zelvtq5XAvbl9q1cUklzLV9QDqnnnrqqU2+XlVVhZdeeklcLsArD9SNmCEh2DlvHnbOm+efOHQm1113HWpqajB//nwAxydqfIgyOPhcLmyaMweb5sxpNHEg6qo4eSAKcrt378aBAweQnJyMSy65BG+++SYKCwvhdDqZ/4GIAoKTB+o+fD5E79+P6P37gU70pTt//nxceeWVWLBgAa688ko4HA689tprcDgc6iVi6iA+H+IPH0b84cOdat8iai1eX6Nuw1lbixk33wwA+GjBAniF5xGCyZ133ono6Gg8/vjjWLNmDebOnYs333wTSUlJnDwECZfbjYt+/3sAwOt//7s/9TlRV8XJA3UrNUodi2AUFhaG2267DZMnT8aDDz6Ibdu2ISwsDOXl5Zw8BJFq4aFKoq6GkwfqNrzh4Vj6+uuBHkarTZ06Ff/+979x//33Y+3atQD0p62pY3jCwvDW008HehhEHYbPPBB1IklJSXjiiSdwc93tl4KCAqQcOIA5zzyDFKUSKxFRWwmqKw9jx461LHG8efNmy37aX19S7gEpDh+QY3ClktrNGZcUZqeVgJVikrXEQVIZaS30LycnR2yXykxr8czSZ7YT4w/IZaS1mPbKykrLNm19STH+Wsl2Kf/EJZdcguzsbISGhiLpww+RsWsXkj78EEsmT27WsqU4fe0zSREe2ja2E8ev7QPSfl1VVSX2lcp5A8cnba0dl0Qrf67lgZBoOVn69+9v2abdDpOOCa3EtHSsarlzpPcF5GNZW9fSZ9beV8thI33PaN9B2rEsac9Q7qCaPBC1J0dNDSbfdx8AYO0f/whfJ36oLSw3FxMdDsDrxeS9ewEAk/fuxcoBAwDTRIbPh4M2vnioZZy1tZjx6KMAgOV33AGvjRM+UWfAyQN1G4ZpInnLFv/Pndnkyy7D5Lqf6z9JTHU17n3/fQDAvQDilatX1IZ8PqRu2+b/mair458mRJ3Q9rvvhrfuEm/9hd76/3sNAz8XLuETEdnFyQNRJ5R35pl44Pzzm2x74PzzsYCXzYmoHXHyQNTJ+U74PxFRe+MzD0SdVFl4OErCw1EUFYUvBw3CaTt3IrGiAmWdJHMmEXVeQTV5iImJsQy3Sk1Ntey3Z88ecblSeJgWziSF6EilUgE9xEYK/5JCHgE5jE8LPZTCPLXy1FpIpPSZtVApaV3bCcUEjoePOaurG/3bWxfGpIWlSeFOWiiUFHqmjbmoqEhs31ZejqumT4fbMADDwJsTJiDENOEuL8fYsWPFvlJ4ofaZpHFroXZ21rUWBpqRkdHq99VCObXjwtVgbG63G54GkS5S6KIWuiq+p9JXO2ak9aktW9p/oqKixL52SrprpP1PC3uVPpO2/2jjlvZrrRy8NC4tzLO6wTnvRFb7pXYs1AuqyQMRtYy74QnRMI5PJIiI2hmfeSAiIqIW4eSBiIiIWoSTByIiImoRTh6IiIioRTh5ICIiohZhtAV1G6bTiZ1nnun/mait+BwObJs50/8zUVfXaSYP8fHxlm1aXLoUoyuV8QXkstpaHLVWVlvK5SB9XkAui6zlB5DyKWhx+tHR0WK7FJOsxY5LsdJanLUWK10f77zikkuOv1BTc/w/6HHN0jrR1pe0/8TExIh9tTwi0v7Xp08fsa+0PrXjSdqO2vrQSPu1tp3S09Mt27SSylI8vNZen/fCv295vcf/q2MnT4i0PrQYfy3fgpTjRtuOdvJTSNtCO461fApSDhJtfUl9tf1H2k6AvD4TExPFvlLuHK2UvJTzx+rcpB0L9ThFJiIiohbpNFceiGwzTYTXZVWrjo4GmFCJ2gr3LepmOHmgbsNVW4uf/Pa3AICXn34anrCwAI+IugpXbS2uueMOAMA//vpX7lvU5fG2BREREbUIrzxQt+EJC8OLL7wQ6GFQF+QJC8Pzzz0X6GEQdRheeSAiIqIWCaorD5WVlZbhMmHCPcTY2FhxuYcPH7Zs00I1pXA6LVxJK/cthe9oJYCl9aGFAEqhONpn0kK4pGVrfaXPrIXpNTdUs6VtgBzWqJXVltq1EsFaqKYUNqvtA1LIm7YutXHbIb23tp2k0GgtlE4LAZTC5TTSsrX9R9rvpTA8ACgtLRXbpf1HOy9KIdnaupbCHrXj3E4YsfaZpO2kfcfYoYXUSseyto2l7yCrME/tu6deUE0eiNqT0+3G2fPnAwA+njcPXuEESNQSTrcbM195BQDw+TXXcN+iLo+3LajbMHw+DNq0CYM2bYKh/HVE1BKGz4f+336L/t9+y32LugVOHoiIiKhFOHkgIiKiFuHkgYiIiFqEkwciIiJqEU4eiIiIqEWCKlSzpqbGMheAFKOblJQkLnfnzp2WbVpeAyl23E6JV0COWdZi7aV4aC1mXYqz1uLZtdhyKQeAludByqegxR5r8d9utxshDdZpdXU13HVPxWvlviVaX2n/0fIl5Obmiu1SnL6WY0TKmaB9Jmk7avu89pml/V7bryXaca6NWzr/nHjeMgyj0b+lfdNOKWfteJJKtgPyeUArQW0nf4m0HbXj2A7tHKJtC4l23pS+o7ScLJKSkhKxfdiwYZZtVueA5uZ54JUHIiIiahFOHoiIiKhFOHkgIiKiFuHkgYiIiFqEkwciIiJqkaCKtiBqTz7DwLYRI/w/E7UV0+HAnnHj/D8TdXVBNXmQQjWlErDp6enicqXwHy3UJSEhwbLNTtgZIIcGVVRUiH2lUCotpE1aH1p4l1QKHJC3k7ZsOyFtzQkRNMPC8J8rrvi/15o5LukzSW2AHKKVk5Mj9tW2oxQ+qIXxSbT1IYU9amWz7YRy2gn11WjjtipfDADx8fFARARW/vrXAIATg/ak9amVoJbWhxZ+qh0zUn9tXUrbUesrrQ/tnKmR+mv7nrQPaOdjrWS3FLKtlQo/cOCAZZsWUhsfH2/ZZvV5m3sccYpMRERELcLJAxEREbUIJw/UbYTU1uKu3/0Od/3ud42yTRLZ5aqpwVVXX42rrr4armZm6CPqzDh5ICIiohYJqgcmidqTOyQET/7+9/6fidqKJzQUbz39tP9noq6OkwfqPgwDVUIxKaJWMwzUKE/cE3UlvG1BRERELRJUVx5OLGXbkJQDIC0tTVyuFEe7fft2se+kSZMs2+yW+ZU+kxZrK8V/a7kYpHYtxl8rPWuHtGxtfTSnnK7T48H0//wHAPDFRRfBW7f9tPUljUsqiw3I+0BBQYHYV9sWUilfbd+zU1ZbatfGbKfssbZsO3ketFLQ+/bts2wbPXo0HG43Jr7xBgBg3eWXw9fgtpidPCFSHghtXWp5aKR9wE5OFi1nhrRsbczauOzsm9L5XCtxHx4eLrZLn0vKxQAA//jHPyzbhgwZ0upxadtJwysP1G0YXi/GrFyJMStXwrDxRUN0IofPhyGff44hn38Oh40JElFnwckDERERtQgnD0RERNQinDwQERFRi3DyQERERC3CyQMRERG1CCcPRERE1CKdJs+DFGer1YAfNmyYZds333wj9s3IyLBs0/JLaDHLUrsWk+x2uy3btHh3Kb5bo+UAkHImaH2lz6TVvG9OfHjDgkXx8fHw1I1Vi7WXPpP2vvv377dsO3bsmNg3MTFRbJdiuLV9QPrM0nYA7OVq0MYltWt9pWNGO560OH0p38KWLVsaFVrbunUr3A1ygwwdOtSyr539WovT19aXdDxqx6pEy38j7V/asajl45D2Te28J723tn9o7ZKVK1eK7dL3W3p6eqvf1+o7VTtW6vHKAxEREbUIJw9ERETUIpw8EBERUYtw8kBEREQtElQPTBK1J9MwkDN4sP9norZiGgb29O7t/5moq+PkgboNb2goPr7zzkAPg7ogT0gInv/xjwM9DKIOE1STh9DQUMuwOCn8p6ZBCF5TsrKyLNu2bdsm9l21apVl28SJE8W+UpgnIIfEaKFSUhiW1ld6Xy3Myk6YpxaGJbVr49La7XxmKVwuNzdX7Hvo0CHLNq2cd2xsrNgu7ffautY+s6S9QvwAef/SysFLJco12vrq0aOHZduWLVvEvlFRUZZtCQkJrX5fLTxQC7mVQgC1MvVSyKS2naT31c4vWvipdKxqy5bGLYXqAnoIqfTeW7duFfsOGjTIsk3bTtLxaHUO0D5LPT7zQERERC3CyQN1G87qalz085/jop//HE4lwQ5RS4S63Xjm7bfxzNtvI1T5i5+oKwiq2xZE7S28vDzQQ6AuKla5fUrUlXDyQN2GNzQUHz32mP9norbidrnwuwsu8P9M1NVxL6fuw+FAmfIQK1FrmIaBw/HxgR4GUYfhMw9ERETUIrzyQN2Gw+PB0EWLAADb5syBj5eXqY04vV5cWBey+d8RI+BtZmVCos4qqM6eUkluKU7WTqnn4cOHi303btxo2abliNDKNUsll7UYbYkWsy7FM2t9tVhpqSSutj6k3APauDQ+nw9GbS1GvPsuAOD7886Dr248Wp6QwsJCy7aDBw+KfaVY/KSkJLGvVrJbosXaS+tTK8krtWvbyc6xaidPiJYfQFvXUk6O1NRUhNTWYs533wEA1s2Y0agkd05OjmXf7+r6WMnMzLRsk/JHAHKOCEDeR7TtJJ0HtJwI0rK17VBZWSm2S/21/AXS+Ul7Xy0ni3Ssa2W1pePNTplxK9I5vCHetiAiIqIW4eSBiIiIWoSTByIiImoRTh6IiIioRTh5ICIiohbh5IGIiIhaJKhCNSVSSIoWAij11crajhgxwrKtoKBA7JudnS2279mzx7JNC1mSSrFGRESIfaUQ0bi4OLGvFgIorU87oVJa+JAW2mqaJlwNQjJzc3PhqVuHWhjf0aNHLdu09dG3b1/LNi2kTWvXQvUkUlisFv4l7XvautTCQCV2yoxr+09RUZHYLu0DPXr0QEiDMtM9evRoFKoZGRlp2bdcqbUihYNrx5PWXlZWZtmmlWxPSUmxbNNKzUvnCG07aWHVUrlvbd+Tzn3a94R2zEjrWvvM0nvbCV+22sbaZ6nHKw9ERETUIp3mygNRV+T0eHDKRx9hyPr1CK+qQkHPnlh17rk4MHhwoIdGRGSJVx6IAmj2/PkYu3w5to8fj+U//CF8DgcueuEFpCu3vIiIAomTB6IASd2/H4M3bMDK88/HVxdeiC2nnop3b7oJ5YmJmPb++4EeHhGRJU4eqPswDBSkpqIgNRVo5kNB7Wngpk3wORzYcsop/te8ISHYOnky0vftQ5zwkBUFFxNAQUoKClJSIFeFIOoa+MwDdRue0FC8dscdgR6GX4/Dh1HcowdqT3iaOrdPHwBAel4eSpWCOxQcPKGh+OdvfxvoYRB1GF55IAqQqLIyVDQxOah/LcZGVU0iovbUaa482Cn1LMW6SjHrgFyKVYtn1mK4Dx06ZNlWUlIi9pXeOz4+XuxbUVFh2ZaXlyf2ra6uFtulGGE7ZbW1WGhtOyYkJFi2aaWLpZh2ray2lAfCVVsLj9N5Ujx+Td06DPV41H3biharLcXxS3kJtGXbLckttWs5JKT31t5X+8zFxcWWbXb2vfHjx4t9pVwyWs4DLfdJTEyMZZuWK0baFtqxKuVikNoAPVdDe5V012jnRWl9aTk1pH3TTv4Jq7bm5nnoNJMHIrtC3G78Zv58AMAT8+bBbeNk0RY8ISFwNpHIx1X3mifA46Pmc9XW4trnngMAvHzjjfAoycOIOjtOHqjbMACk1WUSDPzjksCx2FjElJae9HpU3YOSZcqVLQoeBoAedVftgmHfImpvnDxQt+F2OvG3iy/2/xxo+enp6LNnD0Krqxs9NNnzwAEAQE5qaqCGRi3kcbnw75/+1P8zUVfHByap2zAdDuzJyMCejAyYrXyWoC3tGDUKDp8Po9as8b/m9HgwYv16HOnTh5EWnYjpcOBAVhYOZGUFxb5F1N44RSYKkNw+fbBj1Cic9tFHiDx2DCXJyRi+fj1ii4qw5JJLAj08IiJLnDxQt+HwenHK5s0AgNUjR8IXBLcuPvzxjzFtyRIM+/ZbhFdVIb9nTyy67jocysoClEqPFDwcXi/GrlsHANgwcWJQ7FtE7anTTB7aK1QzVrk0LL2vFv6lhVJJ4ZZauJNUPjY5OVnsK4UPau+rhXC19n0BucS0VipcCocDjoevumpq8KOnngIAVF12mb8ktxZyK60TbX1Job71+96GefOwYd68xm3QQxOl99a2k52wNOl408LOtPUlhYlpy5Zox6IWclvaxIOt9TweD0Jqa3FWXUrxb0eNahRtIYUfau8r7fdayXbtM0vbUTu3SdtJKwUu7dfa+2rnemlda/uP9Jm0cWnnNjvnXCkUWFsfUmirVZu2/fzv3azfIiIiIqrTaa48EHVGsUePYtyiRUjdvRthFRU4lpiI7MmTsfmss+DhpW0i6qQ4eSBqJ5GFhTjrwQdRGxGBbTNnoiYqCj327MG4//wHSfv3Y8mNNwZ6iERErcLJA1E7yfzyS4RVVmLxXXehpFcvAMCO00+HYZoYuGoVQisqUCs850FEFKz4zANRO3HVPdBWdcJDuVVxcfAZBnxMJkREnRQnD0TtJG/oUADAtFdeQeKBA4gqKkK/r7/GkOXL8f2sWf5oDyKizoZ/+hC1k9wxY/DND3+I0R9+iL4bN/pf33jeefh27lygmSFR9Xw+H1auXIkxY8aIFRGJiNpbUE0eQkNDLeNhpThbLS5VinXVYvylOFotVl4r1Su1l9UVR7IijVvLXSGWibZRHhaQy/zayfOgjUtb1yEhIXA2KJublJQEr1LOtp60fx07dkzsW5WaiqODB+PAhAmoiY5G702bMPrDD1GbmIgjc+e26H1N08RXX32F7Oxs/PKXvxRj2rW8GFJMu3ZMSNtJizvX9gEtt4VE2ke0ksnSZwLk0semacLVIKdCTExMo6tK5eXlln2lPCCAfCxr5Zi18tZaHgiJnfOxtI9oY9ZyIkjneu0cIa1PO7krgOaXuW7pe2vLlY4Jq++v5h6DvG1B1E76rl6NKS+/jDU//Sl2n3EGDk6ciNU/+xn2TJuGcW+9hRBlgngiwzBwxRVXYNu2bfjqq6/aadRERDpOHojayaDPPkNR376oTExs9PqhsWPhqq1F/N69LV7m8OHDMW3aNCxcuBD5+fltNVQiohbh5IGonUSUlsJo4jKro+6yoNHKS/Rz5sxBbGws3njjDfUyLhFRe+DkgbqVmthY1HRQqeuytDQk7t+PmJycRq9nrlkDn2GgLDOzVcsNDw/HVVddhf3792PZsmVtMFJqC5VRUahk3g7qJoLqgUmi9uQND8fS11/vsPf7/rzzkP7ddzjroYewY9as4w9MbtyIXt99h12nn47qE25ntET//v1xxhln4OOPP8bQoUORnp7ehiOnlvKEheGFBx8M9DCIOgyvPBC1k7whQ/DxPfegKDMTgz77DBNefx3ReXnYcPHFWHvNNbaXf/bZZyMlJQWvv/56syvhERG1BV55IGpHhf374/Pbb2+XZbtcLsybNw9//etf8fHHH+P8888HAGzZsgWGYeD0009vl/clIuo0kwfpwTAtB4BWi10ixf5KMcVaX0COO46IiGj1srUEQtKy7cT4A/K20GL8pbwZ2jbU8gsAgKOmBpPvvRcAsPbee+GrW/9avLuUy0H7iz8lJcWyTcsTom1Hn8+HzMxMnHvuufjggw8wevRoZGVlYdeuXdi/fz8uuOACy77Svqvtt1quD23MEmk7an2lfSRRuUWk5VuQtlVYWBictbU4/eGHAQAr7roL3gb7urSPVNWlMJeWbUXbDtp2tHO8Sezk6tByMWjbScoToX0mO3010n6tfX9J52u3293qMdnF2xbUbRimiaQtW5C0ZQsMmyeDYDJr1ixkZmbiX//6F2pqapCcnIzc3FzbJzxqAZ8PKdu2IWXbNoARMNQNdJorD0R2+UJC8M2dd/p/7iocDgd+8pOf4OGHH8Z7772HYcOGoba2FsXFxepf3NQ2fCEhWPnrX/t/JurqOHmgbsN0OpEzbVqgh9Fmamtr8dhjj2H48OGYPXs25syZg7feessfeZGTk8PJQwcxnU4cnDIl0MMg6jC8bUHUSYWGhmLixIn48ssvcd9998HtdmPIkCH46KOPYBgGcnNzAz1EIuqieOWBug3D60Xa6tUAgNxTToGpPPDaGcyePRuTJ0/G4sWLsWjRIiQkJKCmpgYhISHIOSE5FbUfw+tF73XrAACHJk7sEvsWkYRXHqjbcLjdGP/IIxj/yCNwBPApZcn+/fuxY8eOFvWJi4vDvHnzcNdddyEtLQ21tbWora3F5s2b22mUdCKH242pTz6JqU8+GbT7FlFbCqorDy6XyzJsRQrTak6YnhUtrEgLo7HDzmeSwvi0cCepXLP2vloIqbS+tLBGqbysVnpW2441NTWNSnJXVlbCW7f+tfLnBQUFlm29evUS+0rrq6n18cUXX2DRokV49tln1VDNE9dJfHw8hg0bhq1bt+LZZ59FVVUVIiIiELtzJwb+4x/Y9bOfoWzQIADyPqKFIEvhvNrxom0nqV3bB6Sy21qpZ+0zS5ErkZGRcDY4biIjIxuVe5eeO9GKm2mhiRLtM0mh03ZKq9upt2I39FD6zFr0kXR+0s5d2rqWaOu6NWW160njstpOzS0fzisPREFk7ty5iImJweOPP97qk/Dw4cOxYMECvPDCCwCAnp9+iqRNm9Dzs8/acqhE1I1x8kAURKKiovDb3/4WW7ZsweLFi1u9nPCjRxG7ezdidu1C2ooVAIC05csRs2sXYnbtQhgfpiQiG4LqtgURAaNGjcKcOXMwf/58jBkzBhkZGS1exvSrrvL/XH+xNrSkBKfcfLP/9RXLl9scKRF1V7zyQBSErr76aqSmpuLpp59uVdGr7+68E766+531dzDr/+9zOrHt979vm4ESUbfEyQNREAoLC8Mtt9yC/fv34913321x/9yZM7H2ySebbFv75JPIO/NMu0Mkom6MkweiINW/f39cfPHFePfdd7Fr165WL8ese3rabOZT1EREGk4eiILYnDlzkJWVhaefftpf/dPtduPdd99Vb2fUxsejJiEBZQMH4vtf/QplAweiJiEBtfHxHTByIurKguqBSafTaRmXKsXoanGpUrsW/20nz4Odkt1a+WopB4AWzyzFBmsxx1q79JmbGz/cmvctKSkR248dOwZXg9LbxcXF8NTlOpBKbgNy7LmWU0P6gtdCMevzntx666247bbb8MYbb+BnP/sZjh49ijfeeAODBw/GsGHDLJddlZSE5a+8AjMkBDAMHDj7bBhuN8zQUCQLpdW1fc/Ofqt9Zul41EqnS31LS0vFvlKOCEA+psLCwhrlEKmoqGiUr0Lad7VjQtr3tPWhLVv7TBI7OWqkcWnnWzvnEC2HRHvlEtKWrX0HSbT1JbVbbf/mPmPFKw9EQa5379646qqr8MEHH2DTpk3o0aNHs2tXmKGhQP0J1zCO/5uIyCZOHog6gXPPPRcjR47EU089hdraWiQlJeHo0aOBHhYRdVOcPBAFsQ8//BBPPvkk8vPz8atf/QpVVVV46aWX0LNnT1bNJKKACapnHojakycsDM8/91ygh9EivXr1wjvvvIMvv/wS5557Ln7yk5/g73//O0aNGsXJQxDxhofjjfnzAz0Mog7DyQNREBs9ejSeffZZ/Oc//8GiRYvgcrnQt29f7NixAw6HA6Zp2nqIjIioNXjbgijIhYeH47LLLsPzzz+PadOm4eDBg6ipqUFVVZVaEZSIqD0E1ZUHKVTTDikkyU4pXi0sraKiQmyXQia1vyalEBw7JXG19WFn2XbCnbSwtMLCQrG9tLQUTrcbcxYuBAAsmjsX3rr1r23HKCGsUQvx00pQS07c90JCQvCTn/wEM2fOxPPPP4/s7Gzk5OSg5+HDGPfWW/j2sstQlJUFQA9Lk8ItIyMjxb52yjFrYcRSe3l5udhX2geOHDki9tUmYdLxWFNTA6fbjbPrblt8PG+ef9/SBCpMD5C3lZ0wT22fb8/wd2nZWgiinZBaO/u1tmxpO2nrUvqOsVpuc7+DeeWBug2HaWLY999j2Pffw6Ec7MGsV69eeOCBB/DUU08hMzMT/VeuRM9t25C1alWgh9ZtGT4fBm3ahEGbNsGwMcEm6iyC6soDUXvyOp348Nxz/T93ZpH5+YgrLQVKStB37VoAQOaaNcieNg0wTbjj4lDZo0eAR9l9+FwufD53rv9noq6Oezl1Gz6nE+snTw70MNrED2+91f9z/TWU8LIynPeHP/hfn//66x07qG7M53Ri07RpgR4GUYfhbQuiTmjVTTfBV3eP9qSS2w4HVt10U0DGRUTdA688ULdh+Hzos38/AOBA374wbearD6R9U6eiOC2t0ZWGeh/dey9K+/cPwKi6L8PnQ6/sbADA4aysTr1vETUH93DqNlweD65+5RVc/corcDWz+EtnwJLbged0u3HJs8/ikmefhVOJdCHqCnjlgaiTqo6NRVVcHCoSE7H79NMxYMUKRBUVoTo2NtBDI6IurtNMHqRYWC1/gBTfayf3gJ04akAue2sna6AWcywt205fQF6fWpy19N5FRUViXy2vQXV1NbwNYuqrq6vhrts+sTa+bA8fPiy2S/kptHh4LbeFaZpYd+21xyNHDAOYOxdOrxfeQ4cQrZQol3KQJCQkiH2Tk5Mt26RS8fVjllRVVVm2aem4pVwO++tuV1nR9i9pv46MjERog/1v7969qG0QXy/lxdByjMTFxVm2STH8gL6upfOTlr9Eem8tT4DUrvW1c17UztfSe2v5OLRzvXR+0j6ztI9o31/S+1rletH2q3qdZvJARCfzNjwhGkbjfxMRtRM+80BEREQtwskDERERtQgnD0RERNQinDwQERFRi3DyQERERC0SVI9mG4ZhGXoihbXZCS/Uwgel8B4tPNBOCKmdsrV2wpnshGICctiRFIantZeWlop9tfLnkZGRCGmwTiMjI+GuC4GKjo4W+0rbad++fWJfKXxQWx/aZ5JCOSMiIsS+Q4YMsWzLzMwU+5YIYaBa2Ku2f0mfWSu7Lm2LrVu3in21ZUvrMzExEWEN9pG9e/eipsG+Fh8fb9lXCnsFgB5CcTMtzFMLL5T2a207Secn7dwlnUO0sEU75x8tBFFaX1oopp3S6tp3kPTedsqMWy1X+6z+ZTfrt4iIiIjqBNWVB+reXNXVGLZ4MZL37EFSdjbCKiqw6uc/R/b06Y1+L+3AAQxbtw49DxxA8pEjcPp8uO/eewMzaCKibohXHihohJWXY9R77yH2yBEU9+lj+Xv9tm3DyLVrYQIoTUrquAESEREAXnmgIFIVH493nn4a1fHxSMzOxrl//GOTv7fp1FOxbuZMeEJCMHPhQiTm5zdr+e6QEPzlrrv8PxO1lRqnEz+eOdP/M1FXx8kDBQ1fSAiqhYfL6lUq9RMsGQYqo6Ja15dIYhgoE2rVEHU1vG1BRERELcIrD9RtOD0enPnRRwCApeecwyJS1GZcXi+u374dAPDCkCHw8NYFdXFBdfZ0uVyWMcJSTLsW+xsZGWnZpsXaS8vW8ktopGVrcdZS3gstVlqixfhq7fnC8wdaTHLDbRFeWQngeGng8vJyyxLB9cvU9oH4+Hi4amow4euvAQDrL70UnrrLzFqeB2lbpKSkiH2zs7Mt27QS03aUlZWJ7VLeDK08dR/hYVYtv4R2zEjHuba+pHUt5aYA7OUPAACnaeL8AwcAAC8NHoyGe7qUX0BbX2HCrRBtXUp9Afkcoq0PKZeDnVLgWpl6OyW7tb52cutoOX+k99bOqdK20HJXtCbHkXaerhdUkwei9uRzOvH1Oef4fyZqK16HA68PGOD/mai5QmpqMHH5cqQdOIC0AwcQUVWFjy+7DFsnTvy/X/L5MHjtWvTbsAHJhw4hrKIC5UlJOHDqqdh6zjnwKQnD2gMnD9Rt+FwufH3uuYEeBnVBHocDrw8cGOhhUCcUUVGBU5YuRVl8PPLT09Fnz56TfsdVW4szXnsNuf364fvTTkNVTAxSs7MxauFCpH3/PZbedRdgI7Nwa3DyQEREFCAVsbF47g9/QGVsLFIPHsSVTz550u/4XC4suv12HO3f3//atmnTUN2zJ8YsXIi0rVuRO2JERw6b0RbUjfh8SMzJQWJODtDM/O1EzWGYJvqUl6NPeTkMm89CUffidblQqdSE8blcjSYO9Q6OHw8AiBNq6LQXXnmgoDJi+XKEVlUhqu4Bt8zNmxFVUoLqqiqsP+UU1ISHI7a4GCM3bgQA9Kw7aKYtXw4AKI2Px+YxY5pctsvtxrw//QkA8Pyf/+x/YJLIrlCvF89/9RUAYM6ZZzYqjEXUXiLqHnyuaW3uGxu4h1NQGf3pp4ht8LR/1saNyKqbKGwZMwY14eGILy7G6Z9+2qjfGZ9/DgDYl5lpOXkgIupKhi9ejNqICBweNarD3zuoJg81NTWWYSlSqV4t1E4KwdFCkuyEY2phNK0pl1pPCsHRwp2kUBw7oT+AHGpXWRd+KY3rpbvvbrLt2LFjx3/werG3b188cP/9jdqjGmSObCqHZHx8PJwNwj3j4uLgDQ8HoIe0SeukfxOXEhsqLi4W2yXNDZlqSnl5udguhXJu27at1cuOi4sT+2ohbdKytbLZUlnkxMREsa9WSjwhIUFcdqjbDSxdCgAYPHgwahvsMzHCX4VRSsZT7XiUhNft31ak86IW2monrLE9y1dL52vtvGgndF4LA5XG3fB96382DMP/s9Wyx3z4IXpu3Yq1V18NT3Q0mhqhtD6sxqStJ/9Ym/VbREREFBSy1q3DhP/8B7tPPx27Zs0KyBiC6soDUUdxNrhCoiYA8nrhCwmBWfd7htcLh9sN84S/RpxNJLIKEf7KCvN44HE4/HkBHKaJEK8XJoDaBn/ZhXm9QAuvgFX5fPDU/xVjmgiru5JV3eCzhvl8Tf71ID3w5234mU3z+NiARvf4Q7xeOCyW4bD4a8dnGHA3HFvd79U4nf4QtBCfD05hbI4m/mIyDQM1Df6yC68fr8Ph334un8//flZCT7xiYhiNtpFLuaJC1FZ6ff89Zrz8Mg6MHIm1114bsHFw8kDd0qU339yi3//mzjuRM20aACBt9WqMf+QRFI4YgU8b3GY5/5ZbEH7CZfeLleU+P2IEPuzXDwAwrLAQf1q9Ggeio3HzGWf4f+evq1ahb/1tm2b6Z0YGXu7bFwDQt7IS/9qwASUuFy6YMsX/O3/buxcThduBTXkrORn/rsswGVtbi9frLtVfcP75/t+5YdUqTK7Ltthca3r3xhOnnur/96K65f545kx/walbDxzAxXl5LVru+qgo/LxB/oU31qxBvNuNaydOxL66WwZX7N+Pa/bvb9FyD8fF4fc//KH/37e8/XaL+hO1Ro/sbJz53HPI79sXn11/PUIDmOyOty2o2/CGh+Pf//pXoIdBXVD9VYzbfvObRs87ELWV+JwcnP300yhPSsKSm2+GNwBZJRsyTLsFGtpAWVkZ4uLi8Pzzz1vmepce8NIemJQe4pIexATsPYAjPTwI2KubIV1q1x7uCRV2OrsPTEoPvDXngUkrx5S/vLUHzxrWoDjx9kJzHlqzum1R3mDMTd22+Pbbby2Xu2vXLvG2Rf36aM1ti5KKCvG2RVlZmfVtC+lhXMNAan1tiyZuW8TFxYm3LawemKy/bVG//zR126IsP1+8bdHUg3j1ty3i60q9W922SFDOIfEnlopvcNsiMTERIW43DKDJiYOdBya1B1AlUk0fwN4Dk9IDpBrpOJfOTVpfrV17OF6iPeir1UjSvgtGf/klwqqrEV1aitGrVmHXyJHI690bALDrrLMAhwMX//GPiCwpwfo5c1BRtz/Wr6/ylBQUNJHhVPoesWqrqqrCDTfcgNLSUvFBYt62oG7He8JT6Cf++0SOE74QTKcT3vrJW4OTVVPLcQsnwxNzAfgMo8n8ADWtuDTpaXCiNA2j0bMO/uVanEybfZK1GK9bGK+7mZOgJpfrcEA6hdc2Yz01tR48Doeal0G7muDm1QayYfzy5YhrEJk1cPNmDNy8GQBw4LTTAADRde2TFi48qf+eadOanDy0J04eqEvw+XwoKSlRQ/KIiILNP++5x7Kt/sr6iy+8cFKbVpW1PQXV5MHj8VhedpLyHmiX+KVLTtplMukyvPYXmnaJX6LleZBuW9jJXWGnPKw2Lo303iddNj5BTk4OHnnkETz88MPo1avXSe3S5Tc7pXq1g3fy5MmWbUlJSWLfnJwcsV3aN7XPJF1m1S4NFxQUtLqvlh9AOla1S/xNbffm0vavjIwMyzbptgQgnwe0HCPS+tLOL1q7tO9qeUKk2xpazgw7t4Lt5D7RSLcW7OTd0drtnFO141w6nqzet7lXHvnAJHUJgwcPRmJiIt55551AD4WIqMvj5IG6hJCQEMydOxdff/019u7dG+jhEBF1aZw8UJcxbdo0pKen423G3BMRtStOHqjLcDqduPjii/Hdd9+p9RmIiKj1OHmgLmXixInIzMzEggULbBU1IyIia5w8UJficDhw6aWXYseOHdi0aVOgh0NE1CVx8kBdzqhRozB48GC8/fbb/hCrP//5z/jvf/8b4JEREbWdr776Cl9//XVA3juo8jz4fD7LeFop3lmLDZbqx2vpmKU4bC32VyON206+BLvx35Lm1npvipZTQ/rMWuz4ie3XXnst7rrrLmzZsgXTpk3DkSNHEBsb22SuADux0hpp3D179my3961uIlV2Q+21HbUYcS3Pg5SOWTvepGNZW5daOuZwIQuptmxpnfSuS0HcGlr6aTupnLWU/0VFRZZtds6LdvcfaVtox4TUVztetFuk0rjtnOv37duH5cuXY8iQIU2e26RxWZUL0FJt1+OVB+qShg8fjvHjx+Pf//43vF4vXC6XrS9MIqJgc84558Dj8WDx4sUd/t6cPFCX8tZbb+Hhhx9GSUkJrrzyShw+fBjLli2Dq0GhKSKiriA+Ph5nnXUWlixZol49a2ucPFCXMmLECGzZsgW33HILysrKMHXqVMyfPx+GYXDyQERdznnnnQeXy9Xhz3Rx8kBdyvDhw/HUU08hMzMTf/zjHxEREYGCggIUFxdz8kBEXU5UVBTOO+88fP7552LdmbbGyQN1OYmJibjvvvtw3XXXYfny5YiOjsaRI0dsPYBIRBSsZs+ejaioKCxatKjD3pOTB+qSHA4H5syZg8ceewyRkZHwer04dOhQoIdFRNTmwsPDceGFF+LLL7/EkSNHAByPtFi/fn27JcsLqlBNqSS3FF6ohQa1pixpPTthNNpfutJG1d7XzvoIFC3MSgoB1MoeW4X4jR8/Hq+++iruuusuJCcnI3nfPvT5299w4Je/RMXQoQD0MCtpXWvbuKKiwrJNC4mSQowB61Cr5oxLCsWTwiUB+ZjR9j1tO0q3lo4dOyb2ldaXFtaorevCwkKxXSLt99I2BORS4do2thOCLJWnBuR9ID8/X+wrlVbXxqxFTEn7n9ZX+kxamKcW8m+nrLY07oafd8aMGfjwww/xzjvv4Oabb8ahQ4fwzDPP4A9/+AP69u17Ul+7JbmDavJA1B4iIyPx3HPPAQCS//IXxH3zDZI//tg/eSAi6uxCQkIwZ84cvPTSS9i3b59/0tpet2t524K6vLDcXERt347IHTuQ/OmnAIDkpUsRuWMHorZvR2hOToBHSETUert370ZNTQ2mTp2KtLQ0vPvuu/7JQ3vlt+GVB+ryJl16qf/n+hsUruJijLrmGv/rq1et6thBERG1Aa/Xi7/85S+IjY3FTTfdhLlz5+LZZ5/FtGnT/O3tgVceqMvbfvfd8NXdV6x/eqH+/z6nE7v++MeAjIuIyC6n04m7774bISEhuO+++1BcXIyMjAx89NFHADh5IGq1/NmzseWll5ps2/LSSyg466wOHhERUdtJT0/HPffcg5kzZ+KNN96Ay+XC3r17AXDyQNQmzLrICdNGcTAiomATGhqKK664ArfddhsKCgr8URPtlRyPkwfqFjwJCahNTETFkCHIvuMOVAwZgtrERHgSEgI9NCKiNjN69Gg8+OCD/vBMLXS2tYLqgUmn02kZ8ypdemluXGpT7OREsHs5SBq3lntAGre2PqRx24mF1vprn0mK/5ZKowN6HLYnJgar5s+HGRICGAb2n3UWDLcbZmgooPSVPrMWp5+bm2vZVlpaKvaVckQAcp4ILXZc2hZaTgRpG2vrQyveI/2VpOUJkfJxJCYmin21bSHlINH2PalvcXGx2Fc6JsrLy1vdV6OF90nnH23/kfY9uzlqpGXbyYsh7VuAfl6UxqXt11Jfq7a4uDjcc889+OSTTzBt2jQk7d2Lie+8g3UXX4yCzEwA1sdxc7/XeOWBug0zNBSoPwkYxvF/ExF1QQ6HA7NmzUJ4eDgGrFqF9O3bMWD16jZbflBdeSAiIiL7ogoK4CopAQwDWevWAQCyvv4au049FTBNVERE4FhSUquXz8kDERFRF3Px7bf7f66/uRFeXo4fPvCA//W/P/98q5fP2xZERERdzBfXXw9f3bMYJ+W3cTjw2bXX2lo+Jw9ERERdzN5TT8V/f//7Jtv++/vfY/fkybaWz8kDERFRF9Ye+W2C6pkHr9drGSYihTvZCe+xU45ZS76hjUsq46qVCJbCw7SwRikkSRuztr6kcCg749JKBGtha7GxsZZtWpiVtJ21ULuysrJWtQH6tpDWlxYuJ61PLSxNCgG0W5J7586dlm0DBw4U+0rbQttvtTLkUgiqVo5Z6quV+paWrZV0l8p5A3KIoFb+XNrOGRkZYl8pXFdbl9q+KW1nbdl2Qv61/ctOWL60nbTjrSomBpWxsahITMSO007D4C+/RFRREapiYizfVxuPf1zN+i0iIiLqVCoTE/HWI4/A53IBhoEd06fD4fHAFxIC2CzVzckDERFRF+VreMXFMBr/2wY+80BEREQtwskDERERtQgnD0RERNQinDwQERFRi3DyQERERC0SVNEWVVVVljGmUo4AraSpFAur5Wpo7XIBPV5WKn2qLVvKA6H1tZMzo7kxwE3RcjXk5ORYtkljBvRS0EVFRZZtWu4BKXeFVspZisXXckRERESI7XZKCEu5GrR1aSceXisVLq0v7ViVPpOWUyM6Olpsl8qja8eMtD61zyStLy3Pg3a82dl/pDwQWulrKQeJVt5cy18ifU9o5xBt3JLmlrFuiraupf3LzvnY6jukueuBVx6IiIioRTh5ICIiohbh5IGIiIhahJMHIiIiahFOHoiIiKhFOHkgIiKiFgmqUM3y8nLL8BEpzEYK0QL08LDW0kq82gnf0bRnaJCdvlL4mBYCJIWWaSFtWrs0rtTUVLGvtK61cDmpXQuJ1LaxFKalrWs7IYB2wsMOHToktkths7m5uWJfray2RNt/pM+shRdK20J7XykMXesrhXMD8mfSzplSXy0EOSkpybJNC3tNT08X26X+2vEk9dXGpZ0XpfVpJzxe+w6SzqlW+4e239TjlQciIiJqEU4eiIiIqEU4eSAiIqIW4eSBiIiIWoSTByIiImoRTh6IiIioRTh5ICIiohYJqjwPFRUVlrHLUi4HqQwrIJc21soL2ynTaicPhNZXatfGLMWOa2VrtZh2KRZfiu8GgMOHD1u2SSWRAX0fkHIqaHHW4eHhlm3l5eViX2ncWty5Fi8vlZHWxpWWlmbZpq1rrV2i7T/x8fGWbVpeA6k8ulbKWftM0rbSxiUdj9q+J72vVkq+oKBAbJfi+bXzgEQ6vwDy+tKOiR49eojt0nlAW7Y0Lu17QsvzIK0TOzl7tJwMUp4Hq3OidozW45UHIiIiahFOHoiIiKhFOHkgIiKiFuHkgYiIiFqEkwciIiJqEU4eiIiIqEU4eSAiIqIWCao8D1LMallZmWWbVO8ckGN0pVh5QI7B1WK0tVhp6fNqn0latpTTAJDzFmjxzFrsuPTeWix0Xl5eq99X+kyAHOefnZ0t9u3Tp49lW0lJidhXyschxWADQFVVldguxbRL+Ta0cWl5QqR9U9vGmubGmDdF2ve0XAxavLyUQ0LLayCdQ7Tj3E5ODemcCQDHjh2zbNM+k3S82c0VI9Hyl0jj0vYB6XyubSeN0+m0bNOOGWm/lrah1tfq/KOdl+oF1eSBmi+kpgZjP/0Uqfv3I3X/foRXVuLTK67A9ilTGv3e2PXrMWLTJiTl5yO8uhrHYmJwZNAgrDnrLJQrSZuIiIiawslDJxV+7BgmffwxyhISUNCrF3rv2tXk76Xm5KAkIQE7hwxBdXg44ouLMe7bb5G5dSvm33EHKuLiOnjkRETU2XHy0ElVxMbinw89hMrYWKQcOIBLH3usyd/7+IILTnrt0IQJuPzxxzF03TqsnzWrvYdKRERdDCcPnZQvJASVSv0LK2WJiQCAMOWeOhERUVM4eegmIiorYfh8iCstxRlffgkAODhoUIBHRUREnREnD93Erx97DK66p42roqKwfO5cHBg8OMCjIiKiziioJg9Op9MyRCg/P9+ynxauIoUGaSVepZAlKfwG0ENepLBILdyy4bjqxyGtvzd+8hO4PB4k5+djzNatCPd6mwyp0kIPpe0AyOtaC9GSSnJr21gL4Ro2bJhlmxYOJ4VSaeV0pXLwdsq9A/L61ELLpPVlpxy8ViZa+8xRUVGWbVoYsfSZ7IRzA3KYn7ZvSn2lzwvI60sr2a6ta2l9aaGa0rlNW5dS2fUjR46IfXdZPBheT9r/tHBcaX1JYdGAHm4pvbd2vEnbSTvvSe9rtd9q66leUE0eqP3sz8oCAOwZNAh5p5yCyx58EO6wMGyZMSOwAyMiok6HGSa7obIePVDQuzcGrlsX6KEQEVEnxCsP3ZTT7YZTybhGRETUFF556MIMrxfhTYRjpuzbh6QjR5AvpF0mIiKywisPndjw5csRVlmJqLq8+32/+w5RxcWorKzEuilTANPEr/78Z3w/YgTyU1LgDg1Fj6NHMWbDBtRGROCbc88N8CcgIqLOiJOHTmzM0qWIKSry/ztr40ZkbdwIANg8ejTKY2KwYfx4ZGZnY8jWrQjxeFAeE4PdEybgm3POYW0LIiJqFU4eOrHXH3qoydcbVqBc2sTVhSROGoiIyIagmjy4XC7L+GIp9lQrtWqnVK8Ug5uamir21ZZtJyZZyjGhxVlLuQmKGlzJaEphYWGrl63FM0s5JrS8F9q49+7da9mm5euQtoVWCtxOSWUttlyK8dbyT0jlvrV9L7EuvXlTtLwFUt4L7b3tlHLWtrGW38TOe0vHo5YjQqLlkdHapf1H2/ek/UtbV9I2TklJEftqeQ327NnT6mVL49aOiejoaLFdOn9pfaVzm51cQlafl3keiKjdZJWU4LLt2zG0sBChPh+ORkbik8xMrFNO0ETUNXDyQEQtMjovD79fswbZcXFYMHgwql0upFVUIImF1oi6DU4eiKjZIj0e/Pqbb/BNaioenTQJ5glpeXndgah7YJ4HImq2WXl5SKipwevDhsE0DIR5PDCUuhFE1PXwygMRNdv4khJUuFxIrKrCXWvXotexY6hyOrEiIwP/HDky0MMjog7CKw/dlM/nC/QQqBPqXVUFp2nid2vXYkNKCh6ZNAmf9e2Ls/ftwy3ffhvo4RFRBwmqKw9SqKZE+yLUwvwkUiiMVFoWkMPhNFqYp1Q+tqlS2w3t3r0b//jHP3DTTTedFHbXMEdEU7SQSCkUT1u2tK618sJaSVxpH7DTVwtNlNq1cEpt2VJ/7ZiQ1qdUvjrC40G414vFGRl4dvBgAMCKpCQ43G6ce/Ag5u/Zgxwh9EwL15U+kxZCJvXVSnJrpJBc7TNJYY/aOUIKH9TCT7UQQOlcqx1v0mfWwjylvtpn0s6LBw4csGzTzotSWLXWVzveSuuyADclLi5O7Cudc7X1JYVqWh1P2rb3L7tZv0VdSmJiIhwOBz799NNAD4U6mZq6k9GK9PRGry+v+/dgZXJJRF0DJw/dUGhoKM444wxs3LgRR48eDfRwqBMpqPsLrPiEv8RK6v4d3cy/Woioc+PkoZuaOHEi4uPjsXTp0kAPhTqRHXWXwpNPuMWUVPfvMuWSNRF1DZw8dFMulwuzZs3C1q1bcfDgwUAPhzqJz+rqosw+YZ856+BBeAwDm1k3hahb4OShGxszZgxSUlLwySefBHoo1Ensio7Gkt69cUZODu7asAHn7d+P323YgBk5OXi3Xz8UK7UriKhr4OShG3M4HJg9ezZ2794tFpQhauiZ4cPx7wEDMLi0FNdv24assjL8fcgQvFoXfUFEXV9QhWpSxxs2bBh69eqFJUuW4MYbbwQAbNmyBeHh4RgwYECAR0fByOtwYP7AgZg/cGCgh0JEARJUkwePx2MZtyrFs2qx0lq5XYkUJ7t//36xrxYbLMWeS3HBgBzDrcWd5+XlNfr35MmTsXDhQqxduxYejwfZ2dkICwtDbGzsSX21crtSzgRtO0RGRlq2NTWWhnr16iW2Szk5tDLRUv4JLReDVHa9rKxM7KvFW0vHhLYPSOPSPpO0LrVy8Fq7lCNA+0zS+rCb50Had7VjQtq/tG1s59yllYuXxl1YWNjqvtpnkvJ1aHkLtBL30v6jrUtpXNpn0vYB6Ryi5S+RyrZrOTWk480qL4qWf8a/7Gb9FnVpffr0Qe/evbFy5UqYpgnDMJiBkoiILHHy0I3t2rULq1atgtfrxdSpU1FQUICcnBw4HA7bf6kREVHXxclDN+ZwOLB+/Xq88cYbCAsLQ79+/bBjxw4ArH1BRETWOHnoxvr374/LL78cPp8P8+fPR48ePVBZWYnq6mpeeSAiIkucPHRzPXr0wLx58zB06FB8/fXXCA8Px7Fjx3jlgYiILHHyQAgJCcGsWbNw/vnnw+PxwOfz2aoIStRQTU1Nsyv1EVHnEFShmrm5uZbhWFLIiVamtbi42LJNC/+Swp20tM5aGI20bC30Rwt5k1gtOyMjAxMmTMDGjRthGAZ65eTgF9nZ+HtWFnbWhUpq60sKO9JCknr27NmqNkAPt5SupGil1aXwUy2sUQox1UrFa6GcUlibtu8lJCRYtmlhsdJnbmpdvfTSS8jOzsa9994rLheQy0RroYfSdtL2PW1bSOtEO1alW4DaFT6pXLPWV1tf0ri0YyI3N9eyTQotBOTzsbT9AXulsbXjSfoe0Y4n7TavdL7W/lCTwjy1sEppH7Aac3NvWfPKAzUSHh6OKVOmYOLEiTjr6FGMKynBbFbeJBtmzZqFw4cPY9GiRYEeChG1EU4eqJHU6moMKi/HoGPHcEZdMqmZeXkYWF6OQeXlSFX+yiI6Ud++fTF37lx88MEH2L17d6CHQ0RtIKhuW1Dgvblmjf/n+otX8W43XvjmG//rp02b1sGjos7uvPPOw4YNG/CPf/wD9913n3oZmIiCG688UCMPDR0KT9294/o7yPX/9xgG7h80KCDjos7N6XTiF7/4BUpKSvD2228HejhEZBMnD9TIp6mpuGncuCbbbho3DktTUjp4RNRVpKWl4dJLL8WyZcuwZcuWQA+HiGzg5IEs+U74P5FdZ5xxBoYPH45//vOfapEjIgpenDzQSYpDQlAYEoKdMTH4y6BB2BkTg8KQEBQrYZpEGsMwcO2116K2thavv/66/3Wfz8eHKYk6kaB6YLKkpMQyj4AU36uVcZX6SqWJAT1mWaIlxtm+fbtlW2JiothXii3XYn+lnAgxMTGoiYnBz888Ex6HAzAMLB80CC6fDx6nEyHK+pA+s5abQiqrPWDAALGvFvMujUvLayDlD9BIcdbavpecnCy2S/HYWry8tA9ouSukhx2bU5I7OTkZN954Ix5//HFMnz4d06ZNw86dO/GnP/0JL774ItLS0sRltIa2PjR29gEpx4R2rErnNqmEPWCvXLO2vqTjKa8uSsuKnXwK2rikPDRaLg/pHKJtp+aWsW4NaX1p+UukbWz1eZubXZhXHqhJHqcTqD9hGsbxfxO1kenTp2Pq1Kl47rnnUFRU5E9adejQoQCPjIiag5MHIupwhmHgxhtvhMvlwjPPPIOEhAS4XC4xcyERBQ9OHoioQ3377bdYsWIFoqOjcfPNN2P9+vX47LPPkJaWhpycnEAPj4iagZMHIupQu3btwuOPP47f/OY3CAkJwezZs/HSSy8hISEBR44cCfTwiKgZOHkgog512WWX4dFHH0VYWBj+8Ic/IC8vD1FRUTh8+DBvWxB1EkEVbUFE3cOQIUPwyCOPYPXq1Xj11VdRVFQE0zRRUlICr9erRlARUWAF1eTB5/NZhrxIZUu1MtF2yiJLoZpaeVitJG5JSUmr+0qhUlrynczMTMs2qVQzYC80SAtNlELPtL7al40UaqftPxItREsKp5RK7TaHNG5tfUjbUSvJK4WOaaGaJ4aBDR8+HH/605/w2Wef4a233oLb7caBAwcwqKwMY+bPx8Z581CUlQXAXjicNGZA36+ldq2ksjRubR+ws99qYY/SuKKjo8W+SUlJlm1aOKW0LbT1oYWnSrTS6VK7Fr6stUvfM9q+KdH2W+07qinNHU9QTR6IqPtxuVw466yzcMopp+DLL79EUlISMhcvRur33yPzyy/9kwciCh6cPBBRUOhZW4urR4wA9u1D39WrAQB9V6/G3unTAdNEVVQUKpTEWUTBJquwEFN378bIggKkVFWhPCQEOxIS8O8hQ3BEucITzDh5IKKgMOc3v/H/XH/jJKysDGf//vf+1//9r3918KiI7Llo+3YMzM/HyvR07IuJQUJNDc7btw9PfPEF/t+0aci2cSsmkDh5IKKg8NUNN+DUF1+Ew+s9qRy8z+nEqp//PFBDI2q1xYMHY8vo0cfT/df5Mj0dT69YgYt378ajo0YFcHStx1BNIgoK+6ZOxSf3399k2yf33499U6d28IiI7NuZnNxo4gAAOdHROBATg942aicFGicPRBR0zLooA9NGQSqioGWaiK+pQVkroiGCBScPRBQ0qmNjURUXh6J+/fD1T3+Kon79UBUXh2ql8ilRZzLj8GEkV1fjq/T0QA+l1YLqmYewsDDL2GUp/leLS5Xine3EaNstwyrlaigrK2v1crVxSe+rlR7W4oalbaHFjtvJt6DlgbBTRlqixaVL7VrcuZ0SwlqeECkPhFaS104CJ23/yvH5kH3nnfDWVXVdMWgQnF4vvFVVqBHyomjjsrONtWVr5xDpve2cQ7R8Ctp2lNq1ZUvnAa3EfUFBgWWbtj60c0R5ebllm7bftiYnQj0t30LD9+5VXo5fbN6M7YmJWJGZCZ9yHrCz70rb2O4xEVSTByJqG6mHD+P0JUvQ68ABwDRxpE8fLDvnHOR1gr90vA2/uAyj8b+JOrH46mrcvXo1KkNC8OjEifB14ttyvG1B1MX0zMnBlc8/j/iiIqz8wQ+w8gc/QEJhIea98AIS8/MDPTyibinS7cY9q1cjyu3G/aecguKIiEAPyRZOHoi6mDOWLYMnJASv3Xgjvj7tNHw9fTr+dcMNMEwTpy9ZEujhEXU7IV4v/mfNGqQfO4aHTjkFh7rAMzycPBB1MX3378e+AQNQ3SDffkVsLA7264f+27cjxGZNDSJqPodp4vZ16zC4qAiPTZyIHYmJgR5Sm+DNRKIuxun1wtPEcwLu0FC4vF70OHoUR/v1C8DIiLqfazZvxqTcXHydloYYtxunHzzYqP3jTppynZMHoi6mMCkJ6QcPwvD5YNY9Ue3weJBed9KKKSvD0UAOkKgbySwtBQBMys3FpNzck9o/Puusjh5Sm+DkgaiLWTdxIs5fvBjnvvsu1kyfDsM0ceqyZYiuC2NzCaG6RNS2/nDaaXKZeyXUN1gF1eTBMAzLOHA7MdxSPP0xJT2oFL+rxdJrcdZSTLOWA0D6zFosfYkQL6/FrGs5NaTPHBcXJ/aNanCP/kTaZ5LyOGjLtrOdtLh0aX1pn0kbV0VFRZOvrxg6FFHFxThtzRqM/PZbAMChtDR8MXkyzli1CiVeL0rr/hpqipQHBJDzT0QqRX6k7QDI+73V560nrS8tx4i2/0jngZbE+J9IW1/SZ7Kbj0PaN8UvO8jnCW1dS7lPtPOPtm9K+SnsnFO18552LLf2fQF7+4C0b1rlzGhu7pGgmjy0l3CPBxfv3YvBpaUYXFqKGLcbj48YgU979w700IjaxdLTT8eXkyYhtaAA1WFhOJqSgtnLlwMACrvIA1tEFDjdItoitrYWV+zZg4xjx5CtZCIk6iqqIyKwPyMDR1NSAAD99+1DSUwM8pOSAjwyIursusWVh+LwcMw74wwUh4VhYGkpnlq9OtBDIupQI7//Hhk5Ofhw5kyYhoHOm9eOiIJBt5g8uB0OFCv3NIm6in4HD2L22rXY1a8fKiMi0OfwYYz77jvsyMrCqokTAz08IuoCusXkgag7KYuJgc8wMH3NGoTW1qI4Ph5LTz8dKydNgs9mMRwiIoCTB6IupzA+Hq/8+MeBHgYRtYLP50NlZaUatRJoQTV58Pl8lqEnUviIFr7TMBSmPqSmPixUC5ORQl2097VDK/Vsp5Sv1FcLO9NCgyRaWJoU+qqFQmmhZXbKSNspYW6HVhZZ2ke0EGRpfWmfKV8ortVbiWDSli2FxGnHqhR+qoV5aqRQTm3fko4ZLURUKhOtrQ8749LObVLpa+1Y7NWrl2VbYWGh2DcvL09sj4+Pt2zTwkC10HuJFL4MyOv6xG189OhRbNq0CZMnT0ZcXJy4ne2U1bY6Fpt7TuM1TCIioiDRo0cPxMTEYPPmzbb+SGxvnDwQEREFCYfDgZEjR6Kqqgq7du0K9HAscfJAREQURKKjozFw4EDs379fvZUTKJw8EBERBZm+ffsiISEBmzdvbtfn61orqB6YbE/n79+PaLcbiXUPmU3Oy0NydTVqa2uxsFcvVCgPpxEREXUUwzAwcuRIrFy5Etu3b8fIkSMDPaRGus035o/27kVqg6dtpx49iqlHjxcmXpqayskDEREFlYiICAwdOhRbtmxBSkoKUlNTAz0kv27zjXntjBlNvm43hIuoKygoKMA333yDmTNniuGBRNSxevfujaNHj2LLli2Ij4/3h/ceOHAAycnJakh3ewmqyYPH47GMMZXiZLXcBFLcsZ28BdqDLFoJaquSqICex0Ga9NiJ/dX6tmdeA4kWs24npt3OZ7Kz/2h9tXh56T6oFnd+YntFRQUOHjyIFStWYOrUqWJfKb+ENhkvKysT22OEwnVSbgFA3neLi4vFvtq2iI2NtWzT8pdI+6a2jaUvBu1YtVPqWTu3SfkptHNXolDV9fDhw2LfHj16iO0FBQWWbdpxbuc8oPWV1klzctgMHz4cK1euxNatWzF69GiYpomtW7di+PDhYt4M6TvGav9o7vcHH5gkIkRHR2PkyJHYs2cPjhw5EujhEFEDYWFhGDZsGI4ePYqcnBw4HA6EhYWpia/aEycPRAQA6N+/P1JSUrBq1So1wykRday0tDT07NkT27ZtQ3V1NSIjI9UrjO2JkwciAnD88umECRPgdruxbt26QA+HiHA8HfzmzZtRUVGBoUOHwul0YsuWLYiIiODkgYiCQ2RkJCZPnozs7Gzs378/0MMh6vZCQ0NRVFSElStXYvfu3RgyZAgKCwvhdrt524KIgke/fv3Qp08frFmzJqAnJyI6/uD9tGnTMGDAABw5cgRbt25FXFwcCgoK4Ha7A5ZAipMHC1J1P6KuzDAMTJkyBYZhYPXq1WpEABG1L6fTiaysLJx22mlIT09HWVmZ/7gM1K2LoArVrK2ttQwfkk5gWmiQFMrZVEx7SUkJNm/ejLFjx4ohSdpDZXZmhFrImzS5sRP+pYWdaetaCkurrq4W+0oHgTaZ00LtpH1A6yv99a2taylnglaOWdt/pGVr4V/a/hUeHo5TTjkFy5Ytw+7duzFw4EAAwJIlSzBgwAD07NmzyX5aKKa2D0j7jxYFUj/GpkghfIBe/lza77V1mZCQYNmm5dSwUyZaO2akY0IL1ZRCAJsTemhFO/9o61p6b23fk/pq20E7VqV1La1L4OTzU//+/dGzZ09s374dpaWlKC0txXjTxM937cKLAwdiV4MUAXZKumt45aEJsbGxiIyMxPbt223F8RN1ZhkZGRgwYADWrVvnz7FQWVmJ/Pz8AI+MqHuLjIzEuHHjcMopp6BXr144MycHY4qLMSsnp8PGwMlDExwOBwYPHoyqqiocOnQo0MMhCpgJEyYgPDwcK1euhM/nQ0xMDI4dOxboYRF1e6nV1Rjr82HQsWM4PTcXADAjNxcDysowsKwMKe38vFJQ3bYIJtHR0cjMzMTevXuRkJAgZr4j6mp8Ph9qamoQERGBU089FZ988gm2bduGmJgY5HTgXzdE1LQ3Vq/2/1x/Iyje7caza9f6X7/k4ovb7f155UHQu3dvREdHY8+ePeq9fqKu5NChQ1iwYAFWrlyJ2NhYDBs2DBs2bIDT6URFRQUfoiQKsIeGDoWn7jmN+qc16v/vMQw8PGJEu74/Jw8CwzDQv39/uN1uHDhwINDDIeowvXv3xqRJk3Do0CEsWrQIDocD0dHROHDgALxer/rwGRG1r8/S0vCrSZOabPvVpEn43OKh5rbC2xaK8PBw9OnTB/v27UNCQgLi4+MDPSSidudwODBkyBBkZWVhy5Yt2LZtG5xOp/+p8WPHjiEiIiLAoyQiAPDh+JWA+v93BF55aIaUlBTExcUhOzu7UfhTeXk5ozGoSwsNDcW4ceNw0UUXoXfv3v7X8/LyAjgqIgKAktBQFIWGYldsLJ4cOhS7YmNRFBqKEiUEuC0E1ZUHr9drGWsrxdFq8cx2SnIbhuG/fbFp0ybs27cPAwcOhGmayM7ORnJysmXpbS12XIrz155otxOjaydGW8ttIf01qsVCSzkCtL9ytbLs0gOvWjlvSVRUlNguLVuL79Zi3qXyxNoxIb13U+syMjISs2fPRl5eHpYuXYqkpCQMq6zEZd9+i7fGjcO+5GQA+n6p7T9SPgatJLe0D2RlZYl9t27dKrZL0tLSxHYpz4O270nHo9ZXC6mVciZoz3hJfbVbWlLOBGldAXpeFSlXjHYOkfraLX8utWvHhPQ9UhIdjWtmzIDH4QAMA0v69oXL54PH6YRL6Wu1LptbmpxXHpopNDQU/fr1Q2FhIQoLC2EYBlwul/qlRdSVpKSkYM6cOcjKysLU7GwMy83F1OzsQA+LqNvyOJ1A/Re+YRz/dwcIqisPwS4pKQlFRUXYu3cvYmJiEBISErC84kSBkFhejpSSEpgAJu/bB9T9/6v+/WEAqIiIQGF0dCCHSEQdgJOHZqioqEBRURFSU1PRr18/fPfdd8jOzkZISAgLB1G38tDrr/t/rr/oGVtdjfsXL/a/fu0113TsoIiow/G2RTP4fD7k5uZi48aNyMvLQ2ZmJkpKSuDxeOB2uxnzTt3GP2fOhNcittxrGPj7aacFZFxE1LF45aEZYmJiMGbMGBw+fBiHDh1CSEgIYmJi/A9web1e9eFIoq5g3aBB2BcR0ehKQ737zj0XB4WHOImo6+CVh2YKCQlBZmYmRo8ejejo6EZPfvOhSeqOfCf8n4i6j6D6c9nn81mGTkqhZ1pYmnRVQOt7YrvL5UJWVhZSUlKwd+9e1NTUwOPxYAKA3+Tk4ImePfF9XYidVmddChONjY0V+0px9lr5WCnES5sIaQ+ISuGF2rKl8C+tRHBpaanYnpKSYtmmhVlJt6UyMzPFvtL+pZXk1q5mSePSbqVJocD76h6EtFKan4+S8HAURUVhxcCBOH3XLiRWVKAsPFwNh9OOt8OHD1u2JSYmin2lLLCTLDLx1WuYw6IpUvhaamqq2DcpKcmyTQuJlEJqtWNRK18tHTPaviktWzvvSaGc2vtqz5hFCw/ran2l9amtSzvfQdr5x06pcOlcb7Xc5t6GD6rJQ2cSHR2NQYMGoaSkBDExMbjg6FFMqqjA+cXF/skDUVdUHBWF3/7oR/7Y8uUDB/pjy+WsF0TUVXDyYEO6241hYWEwa2txVkkJAODskhL8NyEBBoACADkdkOmLqKM1iiXvwNhyIgoOnDzY8PH27f6f6y/0JHq9eGv3bv/rw4cN6+BRERERtS8+MGnD7zIyUH+n66SSqADu6NWr4wdFRETUznjlwYYPExKQHRbW6EpDvSsGDMAW3rIgIqIuiFce2gjD1oiIqLsIiisP9aEhrQ3H1MKd7JCW7fV6kWcY2Ot04mhICN5PSMAFxcVIdbuRZxjquKR2rbKZFOapva+dddnS0NaGtBAgKVRKC/PUqqNKleu0dS2NWwtLk9aHnWp62ri0dS2FrWnjkraFVilU247S+tJCE6V9185nAuR9RKsiKa1rbb+V1oedfR6QP7OdY1U7RzS3amNrli2NW+sr7T92+tolrS/tmGhN7aX6Pto+YJhBkFv50KFDyMjICPQwiIiICMDBgwfF/CdBMXnw+Xw4cuQIYmJibM1KiYiIqPVM00R5eTnS09PFBFZBMXkgIiKizoMPTBIREVGLcPJARERELcLJAxEREbUIJw9ERETUIpw8EBERUYtw8kBEREQtwskDERERtcj/By+dQ6c+O4RVAAAAAElFTkSuQmCC", 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", 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", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -1137,7 +1143,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "The list of sensors selected is: [2204 4038 3965 320 253 594 3618 878 2331 3999 429 2772 2878 3469\n", + "The list of sensors selected is: [2204 4038 3965 320 253 594 878 2331 3618 3999 429 2772 2878 3469\n", " 1243]\n" ] } @@ -1164,22 +1170,26 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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", 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", 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -1355,7 +1367,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "The list of sensors selected is: [2204 4038 3965 320 253 594 3618 878 2331 3999 429 2772 2878 478\n", + "The list of sensors selected is: [2204 4038 3965 320 594 253 878 2331 3618 3999 429 2772 2878 478\n", " 665]\n" ] } @@ -1391,22 +1403,26 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -1529,45 +1545,45 @@ " 253\n", " 61\n", " 3\n", - " 253\n", - " 61\n", - " 3\n", - " \n", - " \n", - " 5\n", " 594\n", " 18\n", " 9\n", + " \n", + " \n", + " 5\n", " 594\n", " 18\n", " 9\n", + " 253\n", + " 61\n", + " 3\n", " \n", " \n", " 6\n", " 3618\n", " 34\n", " 56\n", - " 3618\n", - " 34\n", - " 56\n", - " \n", - " \n", - " 7\n", " 878\n", " 46\n", " 13\n", + " \n", + " \n", + " 7\n", " 878\n", " 46\n", " 13\n", - " \n", - " \n", - " 8\n", " 2331\n", " 27\n", " 36\n", + " \n", + " \n", + " 8\n", " 2331\n", " 27\n", " 36\n", + " 3618\n", + " 34\n", + " 56\n", " \n", " \n", " 9\n", @@ -1633,11 +1649,11 @@ "1 4038 6 63 4038 6 63\n", "2 3965 61 61 3965 61 61\n", "3 320 0 5 320 0 5\n", - "4 253 61 3 253 61 3\n", - "5 594 18 9 594 18 9\n", - "6 3618 34 56 3618 34 56\n", - "7 878 46 13 878 46 13\n", - "8 2331 27 36 2331 27 36\n", + "4 253 61 3 594 18 9\n", + "5 594 18 9 253 61 3\n", + "6 3618 34 56 878 46 13\n", + "7 878 46 13 2331 27 36\n", + "8 2331 27 36 3618 34 56\n", "9 3999 31 62 3999 31 62\n", "10 429 45 6 429 45 6\n", "11 2772 20 43 2772 20 43\n", @@ -1672,9 +1688,9 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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IyExmZqazmnBLzJNWeXkBiYnAtm3GL9XIZrMBAN5//30EBgYCQLNSveeqrq4WX6+lMs+NKioqxL719fViu6Surq7dr+3tLR8aaX8AEO/oaOtHaVza/pBWrhovL69299VI+6Mz96V2HKX+2v6Qxq2NSzpO2v4w+ftD2yZpXCbz1lRnvbZ2vpjMPZNzUdteaY74+fmJfU22WSNdc032lzamyspKsV3aX/7+/mJf6RqiHaeSkhKXbSdPnhT7LlmyxPkaiYmJzt/LrrRvMVFeDlRWAsXFwCefACtWAOdUxjPReOACAwMRFBQEQD4Y2gVba5doCwKTvlxMNMfFRHNcTLTtfbmYaNtrS9y5mDAZd21trcu2zlxMaNy1mJD2h3acQkJCmn2t7YP2/Zb93/89+4wEAFitwPXXA88/366XktTU1MDHxweAvNOkHab1NfmFD8gT1GTyatukkd5bmxTSe2u/aEx+SWkXkca50BLtOEq/xLT3le5saftSazf5xaztT4m0zdr+0OamtE3aa0vbpB1jqa+2iNGOg7TN2jHurAWS6V/40nt35r6WzmONdj3urD9ItHPN5PfEuXNr//792LlzJ26++WZYrVbxtbX505VppNq3mLj/fuDGG89WQXvvvbPPTQgXXCIiItL5+Phg7dq1iI2NxeWXX+7u4bRa+xYTQ4ee/Q8A7rgDmDULuPpqYMsWgNEXRESt4l1VhdH/+Q/6HD+O6OPH4V9RgTV33YUjkyad97NhOTmY9MEH6JuWhnovL2SOGoVNCxagSvksm7qXQYMGYcaMGVi2bBmGDx+O+Ph4dw+pVTomadWNN559APPw4Q55OSKi3sC/rAzjPvsMYTk5KBCelA8qLMS1Tz+N0Lw8bLnmGuyeOROJe/Zg7jPPwGrwXBd5pvnz5yMiIgKvvfaa0XN7XaljFhONT7IWF3fIyxER9QYVoaF46//+D//6wx+w5cYbXf7chStXwru6Gp/efz/2zpiBnXPmYPWiRYg6eRKDN27swhFTV/Dz88N3v/tdZGZmYsWKFe4eTqu0bTFx+vT536utBZYuBQICgOHDO2hYREQ9n93HB5WhoerP9d+5ExmjRqEsIsL5vaxhw1AUE4MBO3Z05hDJTfr37485c+bgs88+Q3p6uruHo2rbMxM//CFQUnI2hXZ8PJCbC7z99tlkVU89BQQHd9IwiYh6p6CiIgSWliKvX7/z2vKSk5G4d68bRkVdYd68edizZw9effVVLF68GL6+vu4ekkttW0zcdBPw6qvA3/4GnDkD2Gxns1/+8Y9nU2p3sJqaGmeMrRTiYhJra/p5lEmeAGlcWhIUk5BELVxICoXU9pcU9iW9LgD1RDEJWZXGpYXYSduszT1tf0nbbJLTw2SbTEmvbTJvtZBU6X21uWVyTmihjq3d143bV1db60zEV19fj9C8PABAcWBgswR9FosFJUFB8C8vR21ZGerbmE/HJBGgSQimllfB5LVN8kFI72saqi+RznOLxYLvfve7WLJkCZYtW4abzsnnZJLaoKNzp7TtY47vfAf44ouzdyRqa4GCgrNfd8JCgoiIAO+GX2QtLRbqGhYyXgzN77Hi4+Mxf/58fPnllzjYULKirq4OTzzxBLKystw8uv9iCXIiIg/mXDC08Feoc6Hhwbe/ydzMmTMxePBgvP7666isrITFYkF2djaOHj3q7qE5mdfmICK3aG2OgiHr1iFl82aE5eTAt7ISFWFhyBk8GDuvuQZlUVFuGj21VnlDWuOgFuosBJWUoDIwsM0fcVD3YrVacffdd+Pxxx/Hu+++i7vuugtRUVHIa/gIzBNwBhJ1U405CkojIlCQkIA4F3leIjMyUBoVhYwxY1AdFARbfj6GrFuHxNRUfPT446gIC+vagVOblIeFoSI4GH0yM89ri8nIQH43SWpE7VNXV4e6ujpERUXhO9/5Dv7xj3/gggsuQHR0NE63FGHpJlxMEHVTjTkKKkNDEZWejvm/+12LP7fxttvO+96JCy7AdUuWYODGjUidO7ezh0qGjo4ejWHbtiG4sBBl4eEAgIRDhxB++jR2Tpvm5tFRZ1qzZg0+/PBDzJw5E7Nnz8auXbuwdOlSjBkzBmlpae4enhMXE0TdVGtzFLSk8eMN34qKjhwStcOotWvhV1mJoIakf/337kVwUREAYOeUKagJCMC2K67AoN27ccNf/4pdl14Kn+pqjPv6a+T37YsDF1/sxtFTZ5syZQpKS0vxxRdfYP369Zg1axaOHj2K48ePIy8vD3a73ajSakfhYoKol/ArK4PFbkdwQQEu+PRTAED2sGFuHhWN/eorhBQUOL9O2b0bKbt3AwD2X3ghagICUBYejg/uuQeXfvQRJn/2Geq9vJA+fDjWX3cdn5fo4fz9/TF//nxMmzYNH330EZYtW4bQ0FBnJEdxcTHCG+5WuVOnz8IVK1YgICAA06dPb3Pf2tpaZ3yvtPLSYm1NclRo+QtM4uKLGv76aImWk0FjEm8tqVD+kpXi+U1zZ0jHMTAwUOwbEBDQrtc1pcXrBwuJ3rwNfkm0NK+/88AD8G44V6qCgvDNTTchc+jQs1V/mzDdH9L5qP0F1VklpE1KRGv9tfNcu0a88POfu2yvq6sDSksBAKXBwXizyUdWzn1ZVtZiX5Nrm0kOApN9Ccj7y6R8uXZ9kfJfaH1NcsK0dv6EhobizjvvxIwZM/Dvf//b+fvj+PHjLhcT0mtXVVWJ79tWnX5v5KuvvsI111zTLdKBEvVkK+67DyvuvRebbrwRZRER8GZuAqJuJzExET/72c/wgx/8AKGhobDZbIg+cQJX//nPiD5xwm3j6vTFxOLFixEeHo67775b/SufiDpPzpAhyBw5EnuuuAJf/PCHGPfZZxjx9dfuHhYRtZHFYsG4cePwhz/8AYMGDcLgzZsRf/gwBm/Z4rYxdfpiIiQkBG+88QbWrFmD5557rrPfjohaoTQ6GvmJiRjoxosPEbVf8JkziDpxAlEZGUhpKPaWsn07ojIyEHXiBILPnOnS8XTJkzuXXXYZfvazn+GXv/wlrrzySgzjQ19EbuddW9tiVkUi8ny3PvKI89+NT6kElJbixt//3vn9J//4xy4bT5fFk/z+979HcnIy7rjjjk4tmkJE/2Wpr4dvefl5348+fhwRWVktVqIkIs+3+u67YW94sLPx8dDG/9utVqy+++4uHU+XxRQFBARg6dKluOSSS/D73/8ev/rVr7rqrYl6rOFffQW/ykoENjzZ3W/3bgQXFsLhcGDvjBmwOBy49Ze/RNpFF6Gwb1/U+fkhIisLgzduRE1AAL5lwiqibunoxIkojI1tdiei0bKHHkJ+UhLQQgr2ztKlAcrjx4/HI488gt/85jeYN28exo0bJ/58fX29M+RGCq3RwnJMSmprpJAhLW+6FOGihdBpoaNSKKRWAljapvz8fLGvn5+fyzYtNFQLozQJVwsTUkZL4ZnA2ed+2kur6peSkuKyLVRJSOVwODDqP/9plqOg/86d6L9zJwDg0PjxKA8NxYFJkxB3+DD679gB79palIeG4uhFF2HHnDkojYw8LzRUC4MzKXts8hC2FnJoEtKqjUu6m1rewp2fpqR5rY1ZOme080U7TtI2a9cf6TwvcxGq2kgL75S2WQuXlkLEtf0hnW/R0dFiXy2kWZo/JnOvkcNigcXhcP6/kbTNHR0a2uXZTh599FF89tlnuP3227Fjxw4EBAQgNTUVf/jDH/D22293Wn4Eop7o7SVL1J/5ZsGCLhgJdbWioiJs3rwZM2bMEPO7UM9VabOhIiQEZeHhODB5MoZ98w2CCwtRabN1+Vi6fDHh4+ODpUuXYty4cXj00Ufx1FNPIT09Hf/85z/xpz/9CXFxcV09JCKibsfb2xtZWVnYu3cvLrzwQncPh9ygPDwcby1ZAru3N2Cx4MCUKbDW1cFukNyrvdySh3XEiBH47W9/i5///Oe45pprnLd609LSuJjoxobm5uLhL75ose3311yDfW5YLRP1VMHBwRg+fDhSU1MxfPhw9eNL6pmaLRwsFrcsJAA31ua4//778cknn+Cuu+7CloZY97S0NEydOtVdQ6IO8uWIEUhvKCTV6HRICNCJaauJeqMLLrgABw8exO7duzFx4kR3D4d6sS5fTMyePRtFRUX405/+hDfeeAOjR4/GI488gvj4eBw9erSrh0Od4EhsLL7t3//8BuUBTCJqm4CAAIwaNQqpqakYOXIkgoKC3D0k6qW6vG7p448/jtraWkydOhUPPPAAfvGLX+CVV15BWFiYR9VmJzN+NTWwMn06UacbPXo0vL29sbMhiofIHbr8zsTFF1+Mbdu24Z133sHDDz+MTz75BMnJyTh69CifSO4h7l63Dv61tai3WHAkNhYfTJiAE0poFRG1j6+vL8aMGYNt27Zh9OjRRqHMRO3llmcmrFYrbrvtNtxwww147rnn8Nvf/hbV1dXYt29fs59rmmdCChnVci6YxGproapSLokDBw6IfaU4X63Ut0baJ1p8sZR3QYqp9ykrw9eRkdgcHo4ib2/0r6zEd7Ky8PNPP8WPRo3CPmVfasdRin0vbSjT7Ip0HJOSksS+ffr0cdkWHx8v9jXJyyHlCgHk2HZt3paUlMDb27vF2+Ja7gMtLl7KM2FSftpkXCY5SgA51v/UqVNi38LCQpdt2nkuzZ+mc95ut8PLywsrV650zsny8nJ4eXmJuRdc0fI5SAsW7UFQkzLz2nGUzidtm6RxjRkzRuwbGRkptkv5HrTzSTontHwgJudTW3X5xxxNBQQE4KGHHkJaWhrmzp2LoKCgZhsYdvy4G0dHbZUaHIzFQ4dieUwMvomMxFsJCfjh6NFwAPiRG0vj0vmWLVuG559/vsMvKOQeVqsVUVFRKC4udv6xkJeXh4ImCc2IOpNbFxONoqOjsXz5chQUFDRbSfXbtMmNo6KOkBUQgA0RERhbXAxrN/3F5V9Xh4X79uGR9evx+scf4/0PPsB0IXspAFjr6/GLN9/Ep599hvke+CzQJZdcgvT0dKSmprp7KNRBwsPD4ePj47xbarFYuFikLuMRiwlXErZsQfjx4wg/dgyBSmpq8lyn/Pzg63AgoJs+kGmrrsaCAwcQX1qKdCEtd1OX7t6NcOWjF3caOnQohgwZgk8++cQoxTW5X1VVFcrKymCxWBAdHY3S0lJUVFRwMUFdyqMXE36lpZj1y19i1sMPY86Pf+zu4VA7xVVVodpqRYXy+Z6nKvT3xw+uugo/mTsXb44apf58cEUFrtyyBauV2jPudu211yI7Oxvbt29391DIQFlZGTIyMpCdnQ2bzQY/Pz+cPn2aiwnqUh59dXeWU/Xywtb77nPrWEgX1sJDagPLyzGloABbw8Lg6KZ1V+q8vFDUhuyCV3/zDU6Hh2P70KGdOCpz/fv3x5gxY/Dpp58aP6BI7hMZGYm+ffuiuLgYx48fR1hYGCoqKlBfX8/FBHUZt2XAbIsvlyxB6aBB7h4GKX537Bhqvb2x12ZDoY8PkisqcM2pU6iyWvFiv369IgNmUm4uxh84gOcWLAC6weLp6quvxm9/+1ts3LiR2We7KYvFgvDwcAQGBiIrKwunTp2Ct7c3qqurmWKbuoxH35no+b96epa1YWEIq63FTdnZ+N9jx3B5fj7WRkbi+2PG4EQ7wtO6HYcDN6xZg52DBiG9b193j6ZV4uPjMX78eCxfvlwNzSXP5ufnh/79+yMyMhJ1dXWor69Xy24TdRSPvjNR2L8/fAsKUB0aKp4U2i1aKZeElmdCu8CemxujqUOHDol9pQffysrKxL4JCQlie0lJicu2M2fOiH3bmzzsOQB/PacmBwCgleFpWq4I6ZatNgdMchA0zQUQ0JBnIz8/H+lonnfjipMnEZOXh8XDhiH/8GH0aUWukKKiIpdt0jEE5OOkxdQ3jZq66qqrsH37dqxduxazZs3CmTNn8Ic//AEPPvggwsPDz+vbmbfOpbh4LXeGFHMv5YloTbt0nE6fPi32PXnypMs2bc5LOXJcXZt8fHwQHh6OwsJC1NbWom9WFhaXleE3wcHY3aQIlHRN1fIXSDkZtDwS2mtLd1O0uSflZtHu0kj7Q8v5Mn78eLFdos09H6Fwl9ZXug5o51NbefRiYs3ixQj29T1bBa0X3CKn7iugthZ3HjqEfw8YgHzlwuNp+vTpg8mTJ2PVqlWYOnUqysvLUVZWhqKiohYXE+T5/Pz8EBUVBbvdjoWVlZhaW4sFVVXNFhNEHcmjP+ZwZzlVora44fhx+DgcWBcbiz4VFehTUYGohuRBwbW16FNRAW8PDsGcO3cuqqursXr1audfjnwos/tKqK/HBfX1GOtw4NqGeXhdVRVG1dZidG0tEnhsqYN59J0Jou4iuqoKttpa/H3DhvPaFh49ioVHj+K+qVNxPDTUDaNrWX19Pf74xz/iwgsvxKxZszB9+nR8+eWXGNoQhcL8E93XtiZ5eRqPYqTDgS+bpPaOjIjo4lFRT8bFBFEH+KRfP2yOiWn2vdDqaty3bx++TEjAlthYnPKwh1C9vLwwatQofPzxxzhw4AAWLlyI9evXY+PGjQB4Z6I7+2loKJ4pLoYP/nv7ufH/tQB+xmJg1MG4mCBqhQWnT8NWV4fohgeephYVoU9NDYKKi/FJv35ICw1F2jl3HRofwMyw2bA5NrbLx9waV199NQYNGoTXX38dTz/9NEaOHImtW7cC4GKiO1sWEIBDVmuzOxGN5oSHY4+PD8BID+pAXEwQtcJtubmIa/L0/IyiIsxoeML/q7g4VHTjZ3uGDh2KxYsXY+nSpdixY4fzaXx+zNEz1APwavJ/os7g0YsJi8XiDF+RQjRNQkO1MCapxDgApAlFnLTSxNK4tZAfrXSxFE6khbJJ4Vfa/pLet6VSyHV1dbBYLPDy8lLDdKV9ooV9mYRB1dXVYd7w4S22hYSEnI00aqE0+3EANy1cCABw9QGHVO5dCxuUSkvbbDax77nHOCgoCD/60Y+wbt06vPfeewCAoqISHD2agJKSQISEVGDgwBxYrY5OzV0ghQ1qx1C6Rmgh3lq7NDe164/02lLoJyAv6LQ57wgJQV5JCXJ9fLAsPBzXFxYitrYWjuhoRPv4iOW6tbBk6bqoXSO0dmmfaCHP0rHQrpmS3bt3i+1BQUFie3Jysss2LdxVuu5pC/72lJ9vL49eTFDPV11djZqaGoR60IOJvZXFYsG0adOQlJSEF154A59/fheGlkfhSTyIB/Ek/hE2EwsWbMDw4QfdPVRqhVM+Ppg1eDBqLRbAYsH74eHwcThQ201r5JBn46wit2pMBlNeXs46Ah6isPAylJXlorz8StyBpZiBr3E73kRRURBefvlKpKamuHuI1Eq1Vut/07pbLFxIUKfhzCK3slqtCAoKQm1tLR/48wB2uwWb303ChdiBsdiJm/AuAOA7+BfGYicuxA5s//cA2O2eX3eEiLoOP+Ygt/P19YWvry+qq6thtVrVdLvUeY4e7YvUkhHOr+0NtXujkYdv0VBSvQS459j7GDjQdZpoIupdeNUmjxAYGAiLxYLq6mp+3OFGxcWBuBVvobbh7wxrQ7m9xv/Xwhu34i2UlMgPnBFR78LFBHkEq9UKPz8/2O12Vjp0o9DQCryDWzERW1psn4gteAe3IiTk/OgVIuq9uJggj+Hl5QVvb2/U1NQwx4GbDByYg7CwMqDhTkR9wyWi3nmpcCAsrBQDBmS5Z4BE5JE8+pmJpp+fS79ctL9kTUp9Z2RkiO1SPHZVQ4EdV6T4YSn/AKDHapvEp0vx59rzDFJ+A61semxsLOrq6rB69Wr4+Phg+vTpsFqtqKurw/HjxzFhwgSXuQakMs+AHBevfaxiUhb7zJkzKCsrQ1JSUovtJmXETeLPXc0fLy9g4cJvsPyl4chBLDKRiFfxPXwPryIRmTiNPpg/fw2sVtf7zCSnhzS/tAd0peuAVEIcAAoKCsR2aY5o52pkZKTLtgilPkbMOSnam9LOp379+ont0rm6f/9+se/evXtdtmnXF+04SsdCu/5Ic0DLuSC9r5aj4sCBA2K7dL2O7cTsuFLpdO13SFvxzgR5FG9vb1x00UUoLCzEoUOHAJxdsKWmpqoXfE9UUFCArVu3oryFpFaeauzY45i3aD8uCN2LidiCl/BDTMQWjA3bg3mL9mP0aNeJ2oiod/LoOxPUO0VGRmLo0KE4cOAAYmNjnX9RlJSUiH/leaLk5GQcOHAA+/btw4QJE9w9nFYbO/Y4xoxJx9GjfVFcHIjQ0P9mwFRuuFEHeejAAcxes8Zl+xOLFqFEyXRK1FW4mCCPNGzYMOTk5GDbtm2YMWMGvL291fTSnsjb2xvDhg3Dzp07MWTIkG6V6dNqdWDw4Gx3D6PX+jQuDkfPScNsAfC97duRFxTEhQR5FH7MQR7lyJEj2LVrF2pqajB+/HiUl5dj//79CAoKQnFxsbuH1y4DBgxAYGAg9u3b5+6hUDeyPzQUG5KTm/13OigI/vX1+EZ5HoKoq3ExQR4lICAAGRkZWLVqFbKzszFs2DAcOXIEPj4+3fLOBHD2obERI0YgKyurWz73QZ5j8okTsANcTJDH4WKCPEpCQgJmz56N/v3748CBA0hLS0NwcDCKioq67Z0J4OyT9SEhIdizZ4+7h0LdlJfdjoszM3E4Kgp5SpVKoq7m0c9MNC1BLtFC+6RQpOxs+TNhrQS5FL43duxYse+oUaPa1QacvXUuaYyEaMnhw4fFvlJYoVYaPT4+3mVb//79xb6JiYnNvs7Ozsarr76KNQ0PoZWVleHmm29uscy5FsqWnp7usk0rAy2F+Eol14HmYXKXXXYZPv74Y1gsFmfYXmZmJiIjI1ucR1pZbOlYaMdJmrdaqLUWUia9dkeHozUljVsrb68dxxkzZrhsGzZsmNh306ZNLtu2bdsm9m0aOjzi+HGE1NRg5ciRiImJUUNStVBIKXRUCysdMWKEyzZt7mntubm5Ltu0c8IkvFMKldXGrKUYkPprobImoenSvNbKprcV70yQx4qLi8PixYvx/PPPOxcpRUVFCD54ECPvuw/BB7tXKexBgwYhNjYW69evh8PhgMPhwPvvv4+0NIZakm7coUOos1qxc9Agdw+F6DxcTJDHGzZsGP7xj3/g3XffRXR0NPqsXImwnTvRZ9Uqdw+tTSwWC6ZOnYqcnBznAqK+vl79q4fIt6YGI48dw8GkJFQIiYiI3IWLCeoWAk6fxqDSUgQdOoSor74CAEStXo2gQ4cQdOgQgs+ccfMIZWVlZaitrUVycjKSkpKcdyesVitLr5Nq9LFj8Kurw/ahQ909FKIWefQzE0SNJt1yi/PfjU/I+BQWYuz3vw8AGAvgpb//vesH1kofffQRqqqqcNVVV2Hq1Kl4++23cfDgQVitVtYhIdW4Q4dQ5eODvcpzR0TuwjsT1C3s++UvYW94eK/xkaPG/9u9vPDVd7/rlnG11rx58+Dn54e3334bmZmZSElJwYYNG7iYIFVQRQWGZGYiNSUFtcqDokTuwsUEdQunZs7Ebhd3Hnb//e84OnFiF4+obcLDw3HLLbfgoosuwrp161BRUYHi4mI4HA4uJkh04ZEj8LLbsWPIEHcPhcglLiao23E0hEM5DKpTuoOXlxemTZuGhQsXoqSkBF5eXqitreUDmCQad+gQSgMCcOic0GkiT+LRz0z4+Pg442RNSpBLscn5+fliX+3hOKmE8MUXXyz2lXJFaAWttNwIrkpeA3JZY8AsJlo6TlosvxYH7uXvj+rwcFRFRyNr9mzEr1wJ/7w8lPj7I1wo5Q3I+Q20ip5S+Wotvrylude3b1/ceuutWLFiBTIzM1FQUIjc3KEoLw9BUFAJEhKOw2p1iKXgATn/hRaPL+Uo0Eqfa+ebVFZdKyEtzT3tfaX5U1JSIvbV8lBs2LDBZZtUjhuQz1XtXLTZbFj2wAMAgHOXEtr5pB3HrKysdvcNCQlx2aYtjk3uxGl5FaTrphaCLV0HpHMN0I+FNG4t94qUrC8sLEzsKx3Hji6a6NGLCaKmqqOjsW7pUjh8fACLBSfnzoWlthYOX1+gm2XHDAgIwPz587FqVSZOnPgJwtLC8CQexIN4EsuDv4PLL/8Eo0YdcfcwiYhahR9zULfi8PUFGlf5FsvZr7uptLQxOHTo36iquhx3YClm4GvcjjdRVhaKjz++HQcPDnf3EImIWoWLCSI3sNstOPb1RbgQOzAWO3ET3gUAfAf/wljsxIXYgQMrR8Bu717PhRBR78SPOYjcIDs7Bfsrxji/tjcEukYjD99i3NlvlgG3Z7yC5OR0N4yQiKj1eGeCyA3Ky0NwK95CbcN63tqQiqvx/7Xwxq14C2VlrosPERF5Ci4miNwgKKgE7+BWTMSWFtsnYgvewa0IDi7t4pEREbUdFxNEbhAXl4bg4EI0JgevbzgV652npAMhIUVISjrhngFSt1RRUQGHw6H/IFEH8+hnJnx8fMSY9UZanK4UP1xaKv/lFx4eLrb36dPHZZvNJt+ilsatbZMWBy7FPWuxySax/tKFTIs/1/I9FBYWumzT8ipIeQS0viY5TqT8BuPHv43DX1+LHMQgE0l4Fd/D9/AqEpGB0+iDESNexuHDB1z2l46xNn8SDRIgablGpHFpOQakvB3a+5rMW20OFBQUtLtvgFDlU8ubIJ1PLe3nP//5zxg5ciRuvPFGNRdNUFCQyzZtf0ntgYGB7e4LAP7+/i7bTOaelBsDkPOUaMc4JydHbJf2iTS3APmcmDp1qthX2h/MM0HUQyQnf4vaKbUYtv1bFFf1BWDBS1iEsIBsjBz3HmJjt7p7iNTNXHrppfjggw8watQoDGWFUepCXEwQuVFi4jbEx29HXt5QVFaGISCgCNHRB2G1OsAs29RW06dPx+7du7F06VIsXrxYvCtC1JH4zASRm1mtDsTEHEBy8ibExByA1crPvKl9rFYr7rjjDlRWVuK9995z93CoF+FigoioB4mMjMSCBQuwefNm7Nq1y93DoV6Ciwkioh7m4osvxpgxY/D222+rRc6IOgIXE0REPYzFYsEtt9wCAHjnnXcYLkqdzqMfwPTz83OWYZZC3bQTRVqZa2GSWpiTFDqqlZCWQrek8sCteW1pf0khYVq7VkJaCuWVQr4AfV+bhHdKfbV9KW2zNvc6M5xRmj+5ubli3+HDXRcRk0JwAT3Et2/fvi7bpHLKgByqrT1MGBER4bJNC7/T5o80d7VrSGhoqMs2KbQckEvFS9sLnJ3XDz/8MB5++GGcPHkS8+bNA3B2HxcXF6Nfv34u+2oltaUwbi1s3SREXArf1N5bu0MjhUpq80MjzXttXkvXgSNH5MrC0jGW5lZ78M4EEVEPNW3aNMyZMwfPPPOMc4H5ySef4P7773fvwKjH4WKCiKgHu//++2Gz2bBkyRLY7XaEhYUhJycHVVVV7h4a9SBcTBAR9WDBwcF45JFHsHPnTrz//vtISEgAAGRnZ7t5ZNSTcDFBRNRDLV++HAcOHMC4ceOwYMECvPjii86U5idPnnTz6Kgn8egHMImIqH0cDgeWL1+O3bt344orrsDdd9+NrVu34rnnnkNAQAAyMzPdPUTqQXhngoioB7JYLPjLX/6CX/ziF/j2229x5513YujQoTh69Cj8/f3ViDGituBigoioh/Ly8sLVV1+Nd999F3fccQfWrVsHHx8fFBYW4tChQ+4eHvUgHv0xh7e3tzNuWIp7lkq0AnLcspbbQMvJIJUQ1kpqS/HW2vtquRGkcrsmr62VTJa2ScvJoMWnm5DGrb2vlCdAi3vXYtulvw5PnTol9pXmvZZXYePGjS7b0tPTxb55eXlie2M+g5Zo+0PKyxEdHS321a4DktjYWLE9Li7OZVtUVJTYNz4+vt19pZLtWjn3prlm/P398ZOf/MT53MRHH32EtLQ0AEDQgQNIfP55ZN5zD8qHDQOg50eR8tho1ybt+iNdk7XzTXpv7TyX3lfbH1IeG62/ltclJibGZZuWT0b6HaTl/Wkrj15MEBFRx4mOjsbixYsxb948Z8KjqM8/R+iOHahcscK5mCBqKy4miIh6mYv79sVEHx/g4EFEfvklACDyiy+QN3cuAMAeHo4aIZMp0bm4mCAi6mVGXnWV89+NHz56FxZi1F13Ob+/bevWrh0UdWt8AJOIqJc5/pvfwN7w3EPj00SN/7d7eSHtiSfcMi7qvnhngoiolymcOxdliYnN7kQ02vfqq6gSCsERtYR3JoiIejFHQ6STQ4nUIpJ49J0Ju93uDH+SQkOlssWAXMJVC4/RQiGlcEetr1S6WCodC+hhctJ7nz59WuwrhSuahOFqoaFayJhUmEgqfQ7I5Xa1EsAmZcK10OP+/fu7bNO2qTG0ryU5OTliX2l+aHNLClUD5FA3bX9IZdW1JEvSNmnHSTvfpNBRbd5K5afz8/PFvtK5qhXqslrlvxWDCgvRPzgYpWFh2D1+PMZs2wZbURHWHzoEL+W1pZLcUlg6oJc3l67J2r6WXlsrFS/RSpBrv4O0kFaJNHelEF0AKCoqctkWHh7e3iG1yKMXE0RE1DlKQ0Px4i9+gXovL8Biwe4JE+BVX496b2+EuXtw1O1wMUFE1EvVN03kZLE0/5qoDfjMBBERERnhYoKIiIiMcDFBRERERriYICIiIiNcTBAREZERj350t7i42BnjL8VMm5Qe1mKetbK1Uo4CLa5ZKk2sxfprZWt3797tsk3LM2FSXljaX1pMtJaHQsphocV5SzH5CQkJYl+tvHB73xeQcxBoc1OKE9dyDEj5HkaOHCn21cp1S+WWtfNJisdftWqV2FeaX9r5pOVGkOamVipeyp2h7Q9pm7T5oZV7l9q115ZKX2vbJJ3HgHxNlfLFAPI1NzExUewrzYHIyEixr3Y9lvI9aPtDuv6EhoaKfaVcNH07uJAb70wQERGRES4miIiIyAgXE0RERGSEiwkiIiIywsUEERERGeFigoiIiIx4dGjopk2bnKGIKSkpLn9OC82SQtW0EuRayduoqCiXbVrojRSKlJ6eLvZNTU0V2yUDBw4U26VxNZaEd8WkXLcWIiWFfRUUFIh9pTkQFxcn9s3Ly3PZph0nk/klvS8g7y+trxQml5SUJPbVSPtaI4WdDhgwQOy7fPlyl21XXnml2Feb11LonzTnATm0Twu1joiIcNmmhf9q5c2l19bCSqX39vX1FftqYZTS/tKuEVKIuBSeCcjzSwsd1kKPpf0phQ4Dcqitdq5JoaFZWVli37binQkiIiIywsUEERERGeFigoiIiIxwMUFERERGuJggIiIiI1xMEBERkREuJoiIiMiIR+eZ2Lp1qzPGVooR1kreSnG8UrlbQI8vlspAa/HWJ0+edNmWkZEh9tXi06V4fW2bpdwZ2v44dOiQy7aYmBixrxYHLuWS0OKtpf2hbZMUu67tyzNnzojt0r4eNWqU2Fea91988YXYd8SIES7btFLwWruUd0HL5yBtU58+fcS+Uiy/VqLepGy2VqJeyumh5V6R5qaUdwUATpw4IbZL5by1/DpSCXJtf2ivbbFYXLZppdGl60BZWZnY9+DBgy7btFLf2jZJOT20cUn7o6qqqt3j0vLrtBXvTBAREZERLiaIiIjICBcTREREZISLCSIiIjLCxQQREREZ4WKCiIiIjHAxQUREREY8Os9ESkqKM1eDFCeuxZ/X1NS4bJNieAE9V4TU//Tp02LfU6dOuWzTYrWTkpLEdimGWIttl2LuAwMDxb7S/sjOzhb7avkerFbXa19tDkh5JrR9Lb2vFD8OAP7+/mK7FBc/YMAAsW9eXp7LNi2/hZSjQMoTAeg5PaT+0r7U+mo5Bry8vFy2SXkiAPkaAQA2m81lm5aDQDpntP0h5eXQtmnIkCFiuzR/tLwcUp4bbX707dtXbJeuP9q1SzqO2ryW+mrXcinfkNaujauwsNBlmzYHpGvqpEmTxL5txTsTREREZISLCSIiIjLCxQQREREZ4WKCiIiIjHAxQUREREa4mCAiIiIjHh0aOnbsWGeJ5z179rj8OS08RgpX1EL3tLAdqYy4Ni4pzEkLN9NC2YqLi122aWWzpXHl5OSIfaWS2tq+1LZZCg2UwgIBuWy2FgZXUVHhsk0LVdNCaaXQYy1kdefOne16XUAO7dO2SSsjLh1nrdS39N5aaKg0rysrK8W+UvlyAIiMjGz3uCRaOXctdFSizb2UlBSXbVp4p3ROaCW1tXNVul5L7wvI57K2r6Vt1t5XC3uXfs9ov4O0c1mincsdiXcmiIiIyAgXE0RERGSEiwkiIiIywsUEERERGeFigoiIiIxwMUFERERGuJggIiIiIx6dZ8Jmszljx2NiYlz+XFpamvg6JiW1tfhiqTysFh8sxa5L+RoAPQeBFG+t5aiQXluLEZe2WYvz1va19N7aa0ux71pMvRSrrcVxayXupXEXFBSIfXNzc122jR07Vuwr5UbQtknb19I2m+xrLU9JYmJiu99Xy0OhnW8Sae5peTckWl/tXDXJByLNn6CgILGvSQl7jTT3tJwd0jaZjlma19r1WBqXlqOiqqrKZZuWD6SteGeCiIiIjHAxQUREREa4mCAiIiIjXEwQERGRES4miIiIyAgXE0RERGTEo0NDmwoLC3PZpoWySWE9WjlurYy4FH6lldSWwj+l7QX0MtBSWKEWgimFVwUHB4t9pTAmLdxMC6+SjqMWXiWFSGlhgdL+0EI/tfljs9lctklhx4A895KSksS+0r7UziftOGr7RCLNa+04xcXFuWzT5rw0P7R2LVTWJLRY2h9aWKAWoimFxWvH0CSkVTsW0rmsXSOkY6HtL6mvNmbteiztz4iICLGvFG5fUlIi9pVSBGjXprbinQkiIiIywsUEERERGeFigoiIiIxwMUFERERGuJggIiIiI1xMEBERkREuJoiIiMiIR+eZqKiocMb++vn5ufy5kJAQ8XWysrJctml5JqQ8AIBZeXMp9lgreSztD0AetxZTL22TFn8uvbbWV9tmKc+ASZ4JbX9IORm0HANau1QWWcszIeX80OatFK+v7UutlLMJ6b214yTlddHyAGj5C6RYf4302tr8kOa8lEMAAIqLi8V2af5o10Upn4y2r7WcDdI2m+RA0bZJOk7a7xgTWj4Q6VzWjrH0O0jLUdFWvDNBRERERriYICIiIiNcTBAREZERLiaIiIjICBcTREREZISLCSIiIjLi0aGh1dXVznBCKawnMjJSfJ3Dhw+7bNNK6WplxKWytialibXwPK0csxTmpIVmSWFwWjiaFDaohYZKIZiAHDqqhYxJ+0N7X4nWV5s/0v7Kzc0V+0qhfVpYshRmqW2Tdhylea+FlZqUn5Zo57l2rkrXHy2kWZqbJqWrteMglagH5OuAdo0wOcbacdTO5fbSjpN2LCRa6LD0O0oL45YUFRWJ7cOHD3fZpoVatxXvTBAREZERLiaIiIjICBcTREREZISLCSIiIjLCxQQREREZ4WKCiIiIjHAxQUREREa6TZ4JqeRtXFyc+DpS3LIWpxseHi62SzHVWq4IKa65vLxc7KvFgUux3FoctxSfrpU+l46TFveujUvaXyalvrVxSdsktQF6DpScnByXbVo8vpT7QMtBINH2h5azQYpfNzlOpnlKJFrMvVSuOSwsTOwr7U8tX4y0P7TjoOVNkPpr+1I6jlpfbX5p18329tXmnjQHtOuxVqJcyjejlUbPyMhw2ab9HpDmJvNMEBERkUfhYoKIiIiMcDFBRERERriYICIiIiNcTBAREZERLiaIiIjICBcTREREZMSj80xYLBZnbLmUgyA2NlZ8HSmO9+DBg2LfCRMmiO1SrLYW1yxtkxarLcWfA3I+CC1XhBQH7uvrK/Y1ob22tE+0mHqJtj+kcQUHB4t9tTmQn5/vsk2Lx7fZbO1+Xylng9ZXa5fGbXKctP1hkmdCy3GSnp7usm3MmDFiX5M8JVIeCm1fatcIaQ6Y5ITR8hdor22SE0aamyb5UwIDA8W+/v7+Yru0TVqekldeecVl29ChQ9s9LuaZICIiIo/CxQQREREZ4WKCiIiIjHAxQUREREa4mCAiIiIjXEwQERGRkW4TGiqF5mgla4cPH+6ybceOHWLfxMREsV0KS9VCs0xCoLTy1FKYnEl5ai0sUAqz1PqalNzW9rW0P7XwPGmbtPc9ceKE2F5WVuayLSIiQuwrhX1pYZLSNmvHwSS8UxuX1G5S2lo7n7TQPilEc+/evWLfYcOGuWzTyk9L80sL7TMpI66dqxKtNLo2v6S5qYXwSnNTu+5J76vND61d8s0334jt0u+3uLi4dr+vFu7aVrwzQUREREa4mCAiIiIjXEwQERGRES4miIiIyAgXE0RERGSEiwkiIiIywsUEERERGfHoPBO+vr7OGH8pdrm6ulp8nQEDBrhsO3DggNh348aNYvv48eNdtmk5KqTYdy3O2ySG3KQUr0mOCi2fg9YujUuLbZe2Wesrxfrn5uaKfU+ePCm2SyXMQ0JCxL7SvDfZlxrTEuUSaX5pJeqlkuwabX9FR0e7bNPyTAQFBblsCw8Pb/f7arkNtHwOUv4CKbcKIOd70I6TlhdImgPadU86V7VrlzRuKc8IoOe/kN573759Yt/Bgwe7bNOOk3QumlwDWsI7E0RERGSEiwkiIiIywsUEERERGeFigoiIiIxwMUFERERGuJggIiIiIx4dGtq0BLkUWmNS2nrEiBFi3127dontUmipVp5aKjGthXVppFA3LXRL6quFV0klgLX9oYUqaeF7EmlcWmjxmTNnXLZlZmaKfbXwvcjISJdtUnlyjckx1kKHtXbptU3OVZPQYi2kUNvXUghvTEyM2DcnJ8dlW2pqqtg3OTnZZZsUcgrIYaWAPEe04yRdB7QwSu21pWNRUVHR7r5a+KZ0fdLeVwvjls5zrYy4dL6ZlFXvaLwzQUREREa4mCAiIiIjXEwQERGRES4miIiIyAgXE0RERGSEiwkiIiIywsUEERERGfHoPBNNSfG0Wv4Cqa+WB2DkyJFie35+vsu2Y8eOiX3T0tJctmlx71rp2YCAAJdtUn4LAAgNDXXZpuUvkPanSZw3IOeK0PJySLHtWg6CU6dOuWzT9ke/fv3EdikmX4vX1/IMSEzKzGtzT9qfWo4KiUlZdWnuAEBBQYHYLs0BLZ9DYGCgy7bS0lKxr5THRjuftPaSkhKXbVrOlz59+rhsk3JyAPo11yQnjFTeXJt70nVPG7N2zkj7Wpub0nub5F5hCXIiIiLyKN3mzgRRT+RVV4dLVqzA0O3b4V9Zify+fbFx7lxkDBni7qEREbUa70wQudGsd97B2DVrcHDcOKy57jrYrVZc+9JLiFM+IiMi8iRcTBC5SfTx4xiycye+ueoqbLjmGuydNAn//slPUBoRgSmffuru4RERtRoXE0RuMuDbb2G3WrH3kkuc36v38cG+iRMRl56OUOGhLSIiT8LFBJGbRGVmojA6GjXnPK2dm5QEAIg7fdodwyIiarNu8wCmSWlrKTxGC3PTSs9KYVBa2NfJkyddthUVFbX7fQEgLCzMZVt5ebnY97TwS6yqqkrsK4VImZbDleaAdhzDw8NdtmmhfVIYnFRaGJBDR4NLS1Fss50XwlfSEPIZWl6uzm1XtFA1KSxMCmVszWublCA3CeE1eV9tmwsLC122mcy9cePGiX2l0HMtTFILl7bZbC7bpNByQD4WWqijFL6ptWvhnZ1Vwl6jXRel/aWFaEpz0yRkVTuP24p3JojcxKu2FvUtXEjqGr7nrfwyICLyFFxMELlJvY8PvFpILOTd8L06wzs5RERdhYsJIjepDAtDcAsPWQY1fK9E+SiLiMhTcDFB5CYFSUkIz8+H7zmft/bNyAAA5MTEuGNYRERtxsUEkZtkTJgAq92O0Zs3O7/nVVeHkdu3IzspCcUhIW4cHRFR63WbaA6iniY/JQWHRo/G1BUrEFhWhqKoKIzYvh0hBQVYtWCBu4dHRNRqXEwQudHn3/kOpqxaheHffgv/ykrk9e2LD7/7XZwcMABQKlkSEXmKbrOY6Kw8EyHKrWQtZlqKX9fiwKVcEdr7SuVyASAqKsplm1Y2W3pvLf5cor2vVlJb2mYplh+Q825oOTuk/aEdJy1PSVBkJHbecgt23nJLs++HQM+rYHKcTGLqtfPNpBS4FPtuUjJZOxe1fCHFxcUu27RS31LeBO19pTmvlajXtlk6jlpeDuk4aftDm9fSe2tzT9rX2vyRtknbH9q1TWrXzgkpj4m2P6S8HFrOjrbiMxNERERkpNvcmSDqjkJOncKFH36ImKNH4VdejrKICBybOBF7rrwS9UrmRCKi7oKLCaJOEnjmDK5csgQ1AQE4MGMGqoOCEJ2Whgs//hiRJ05g9b33unuIREQdgosJok6SvH49/CoqsPwXv0BRfDwA4NC0abA4HBi0cSN8y8tRx7sTRNQD8JkJok7i3fCAXOU5D/lWhobCbrHAbvBAIRGRJ+FigqiTnB42DAAw5Y03EJGRgaCCAvTfuhVD16zB/pkzeVeCiHoM/mlE1ElyL7gAO667DmM+/xz9du1yfn/XvHn49vrr2/x6DocDGRkZiI+PNwqTJCLqaB59RfL19XXG50pxvlpcsxRPq+UYMMlhIcUHa+0lLRSAakobt5Q/Q4uJln5RBQYGin1tNlu731fLMyGNS9vXJnkVpPlVVlYm9q2MicGpIUOQcdFFqA4ORsLu3Rjz+eeoiYjAoSuuQERERKvf126345VXXsHkyZOxYMECMY+AlodEiqnX5pZ2nKRzRpsDWg4CiTQ/qs6pf3IubZv8/f1dtmk5CEpLS122aXlIpPNYGhMg51wA9DwUEpPrsUmuCC0ng3St164R0v40zZ0hnW8a6b2115XOCZNrYovv1aGvRkRO/TZtwsWvv46Pn3wSFQ2Lhszx4wGHAxe++y6OX3wxICy+zmW1WnHttdfigw8+wKhRo9C/f//OGjoRUZvwmQmiTjJ49WoU9OvnXEg0Ojl2LLxrahBx4kSbX3PatGkYPHgw3nzzTTUDIhFRV+FigqiTBBQXw9LCbVlrwy1Rq3LLtiVWqxW33347qqqq8OGHHxqPkYioI3AxQdRJSmJjEXHiBGw5Oc2+n7x5M+wWCwoTE9v1uhEREViwYAG2b9+O1NTUjhgqEZERPjNB1En2z5uHuNRUXPnb3+LQzJlnH8DctQvxqak4Mm0aKsPD0fonJpqbOHEidu7ciffffx/9+/cXH3wlIupsvDNB1ElODx2KlYsXoyA5GYNXr8ZFb7+N4NOnsfPGG7HlrruMXttisWDBggWwWCx477331IgCIqLO1G3uTEghQVrMvcmFVgu/kkKRtL5SqJJWQlp7bekvVe21pdBAk/BNLSxQC1UyKU0s0ULkpPBPNWRs3Dh8O27ced9vDNyUtlm722C323HzzTfj5Zdfxo4dO3DJJZcAAE6ePImamhoMHTrUZV+TeauFB0u00D7pOGp9pfkhheACeoimSQi4NEe0h2il19aOg3YcpW0yuWaahPcC8jZrx0kKK9W2yaSvRprX2u8v6XpdW1vb7jF1NN6ZIOrGRo8ejYkTJ2LZsmU4c+YMAOCbb77BK6+84uaREVFvwsUEUTd3ww03ICAgAG+99RbsdjvCw8ORm5vr7mERUS/CxQRRNxcQEIDbbrsNR48exZo1axAdHY2ysjIx8yIRUUfiYoKom6qrq8Pbb7+NXbt2YdCgQZg+fTo+/fRTZ3vOOSGpRESdhYsJom7KYrGgvLwcr776Kp555hmMHj0akZGRWLVqFQDwow4i6jJcTBB1U15eXli0aBF++tOfoqqqCs899xzCwsKQnZ0NPz8/3pkgoi7DxQSRB6moqFArkZ5r6NCheOihh3Drrbfi1KlTAM6Gux4+fLgzhkhEdB6PzjPh7e3tjMGVYsxNcgxoMdFaDLAJk23SchBIsdpaeWrpvbUcFdL+0nIyaOV0pXbtOEq5JLRy7/n5+S7b4uPjxb7a/jp3n/zzn//E+vXr8cILL6h5BM7dH7Nnz8Zll12Gzz//HB9++CFOnDiBgIAAhBw+jEGvvIIj3/8+SgYPBiDPDykHBaCXKJfmgHacpHZtfkhlxrVy3No2S3kGtOMk5bjIy8sT+2p5FSTaNkl5X7Trj9RXyweiMcmdIG2zlitCuj5p1y5tX0u0fW1SRlwal+lxOhfvTBB5kLlz56K4uBgvv/xyu/r7+flh/vz5eOutt/Dkk08CAPp++SUid+9G39WrO3KoREROXEwQeZC+ffti0aJFWLlyJbZv397u10mor8fQigrYjhxB7Nq1AIDYNWtgO3IEtiNH4MeHM4moA3n0xxxEvdHs2bOxadMmvPjii3j66acREhLS5te49I47nP9uvLnrW1SES+65x/n9tWvWGI6UiOgs3pkg8jAWiwX3338/6urq8NJLL7WrLkDqQw/B3vB5aeOTBo3/t3t54cAjj3TMYImIwMUEkUeKiIjAokWLsHnzZqxfv77N/XNnzMCWZ59tsW3Ls8/i9BVXmA6RiMiJiwkiDzVp0iRMmTIFr7zyirOIV3s4GqIgHEo0BBFRe3n0MxNeXl7O0BbpVq9JSKEWMmYSGqqFC0klgrVy3VpoqLS/tHAiKVRJC2OStlk7ThrpvYuKisS+Uu4GLa+DFKpmUn4akMOzvL298aMf/Qj33XcfXnjhBTz22GOwWq1wOBxITU3F0KFDXe5Tu92OqpAQVIeHozIqClmzZyN+5UoE5OejKiQENqGUvDb3tNLWJmGD0vmolYqX+hYXF4t9pbBSQD6ftDkgzVvtnJDmnrY/tNc22SaTsHZtXNI11+QaooWcdlb6Ae21td9BEu33k9RuWlb9XLwzQeTBgoODce+992L37t1YuXIlACA7OxuPPfYYjh8/Lvatjo7GmjfewOZnn0Xm3LnY/OyzWPPGG6iOju6KoRNRL8LFBJGHGzt2LObMmYM33ngDWVlZCA8PB3B2UaFx+PoCjX/NWSxnvyYi6mBcTBB1A3feeSciIyPx7LPPws/PD6GhoSzkRUQeg4sJIg+2a9curFy5El5eXvjZz36Go0ePYtmyZYiNjeVigog8BhcTRB4sJycHL730Eu69916cOXMG8+fPx7/+9S/YbDZnUS8iInfz6GgOot5uzpw5GDFiBP7xj3/g//7v/zB48GBER0fjyJEj7h4aEZETFxNEHi4pKQmLFy/G7t278cYbbzT7eKOyslKtTEpE1Nk8ejHRNM+ECSme1qT0MCDH1JeXl4t9pXwPJrHYgFl52c4qW2saqy3F1WtJnaQ8A1pehSAhJ4OWn0AruS05d+4NHDgQTzzxBL755hssXboUFRUVSEtLwwSrFRe++y6+vekmFAwYAECPqZdyRWgltbX9Jc0R7XyS2ktLS8W+0hzQIl+0MvTS+ajle5C4K8cAIB8nkxwV2pzvzNw90mtrOV9M8oGYzGvttbVcNBLpd0xHlyD36MUEETVntVoxdepUjB8/Hl999RX69++PlHfeQd8DBzBg40bnYoKIqCvxAUyibiiitBQ3Dx6M6MxM9NuyBQCQvHkzItLTEXH8OALz8tw8QiLqTXhngqgbuu7++53/bryB6l9Sgnm/+pXz+++8/XbXDoqIei3emSDqhjb+5CewN3zGe16JcasVG3/yE7eMi4h6J96ZIOqG0idPRmFsbLM7EY1WPP44ilNS3DAqIuqteGeCqJtjiXEicrduc2dCCp/RQg6lkCDTcEUpNEcLvZHK/JqW6zYJRTLpK+1PLTRLC68qKChw2aaFQkohnCEhIWJfSVZWltiuhQ1KYXRa35CSEkwNDESRzYZto0djfGoqwkpLsTMrC/XK3JPClhsLibkSFRUltttsNpdt2jGurKx02aalD5fCP0+cOCH2leYWIM9rk1BaLcw2NDTUZZsU9gfo+1q6Pmkhz9J7a+GbJu0m10UtjFJ6Xy2EV7vWS9cnbX9Ic0T7/SW9rxQe3h7dZjFBRM0V22z43aJFqPfyAiwWbB49Gl719aj39kawuwdHRL0KFxNE3Vh907+2LJbmXxMRdRE+M0FERERGuJggIiIiI1xMEBERkREuJoiIiMgIFxNERERkxKMf/bZYLM44WikeX4unlmKTtdwHWmyyFMdrkv/CpEwvYBaPbZLTQ4qZlnIItKZdKiOulXuXcgEEB8uBlNJxSk9PF/tqpa+lbda2ScpDERAQIPYdOnSoy7bk5GSxb1FRkdgu5e3Q5qW0zVqZeelY7Nu3T+yrvba0PyMiIsS+YWFhLtu0nB3R0dEu27QcFVpuBGlea8dJuj5p1y6Ta4hJXy0vh7S/tDwSJqXktd9B0nublFXv6BLkvDNBRERERjz6zgT1Lt5VVRi+fDmi0tIQeewY/MrLsfEHP8CxSy9t9nOxGRkYvm0b+mZkICo7G152O379+OPuGTQREfHOBHkOv9JSjP7oI4RkZ6MwKcnlz/U/cACjtmyBA0BxZGTXDZCIiFrEOxPkMSrDwvDBX/6CqrAwRBw7hrmPPdbiz+2eNAnbZsxAnY8PZixbhoi8vC4eKRERNcXFBHkMu48PqoSH1RpVCIWkiIio6/FjDiIiIjLCxQQREREZ8eiPOby9vZ0xy1JMvRZ7LOUY0HIbaK+t5bho72trcd5S3g1AjrfWSPHHWmxynvD8ghYT3fRY+FdUAACqqqpQWlrq/Ler19SOkxTrr+WZkI5Fnz59xL7Hjh0T23Nzc8X29iopKRHbpZwdBQUFYt8k4eFYQM7JoJ0v0nmu7StpX2u5MUzyF2ik/AZaPhA/Pz+Xbdq+lPoC8jVE2x9SLgltXNo1RBqXdhykc1Xra5LbR8o3pL23tj+kY6HlzjDJsdRWHr2YICIi6sl8qqsxfs0axGZkIDYjAwGVlVh5003YN378f3/IbseQLVvQf+dORJ08Cb/ycpRGRiJj0iTsmzMHdiWBWVfgxxxERERuElBejku++AKRp04hLy6uxZ/xrqnBZUuXwr+sDPunTsXGBQtwOjkZo5ctw+VPPQUY3CHvKLwzQURE5CblISH4269+hYqQEMRkZuK2Z58972fs3t748IEHcColxfm9A1OmoKpvX1ywbBli9+1D7siRXTns8/DOBBERkZvUe3ujQqhnA5xdTDRdSDTKHDcOABCq1ADqCrwzQR5l5Jo18K2sRFDDA3PJe/Y4/73hggtQ7e+PkMJCjNq1CwDQt+EkmrJmDQCgOCwMey64oGsHTUTkBgEND1JXe0DuHS4myKOM+fJLhDSJJhiwaxcGNCwctg8Zgmp/f4QVFmLal18263fZV18BANKTk7mYIKJeYcTy5agJCEDW6NHuHopnLyaqq6udYTFSaWIttE8K+enM0E8tbMekPKxJ6KgWEiSNW3tfKbSvoiHcUxrXq48+6rK9rKwMqK/H8X798JsnnmjWFhQU9N9/t9BXCg3VQuik/ZHSwq3HpgoLC8V2iUnoVmM4rStS6OiBAweMXjs0NNRlmxZCJ722ViZcKgOtlQmXyqYDQHh4eLtf2yb81dh03rZEu4ZI/P39xXbpuqiF0pqEUXZmuW7peq2F05uE6mthp9K4m75v478tFovz365e+4LPP0ffffuw5c47URccjJZGKO2Pjg4N5TMTRERE3ciAbdtw0ccf4+i0aTgyc6a7hwOAiwkiIqJuI37/fkx//XVkjBqFLXff7e7hOHExQURE1A1EHzuGK/72N+T164fVixbBYZCZtaNxMUFEROThwnJyMPsvf0FpZCRW3XMP6j0g62VTHv0AJhERUU83Zv16+FVVIbgh1HPAvn3Ofx+58krAasWcZ56Bb0UFUq+8Ekl79gAAfBsWFKV9+iB/0CD3DL4BFxNERERuNG7NGoQ2ifwatGcPBjUsGDKmTgUABDe0T1i27Lz+aVOmcDFB1FHsdrsa6ktE5GleW7zYZVtj6oOXX3rpvDat6mxX8ujFRF1dnTMWVsq7oOWCkGLbfZXPnbSYepPYZImWZ0KLa5bGZVIiuDNLNWvbLOWKKCgowF/+8hf85je/aTHPgZRHwKQ0sXYyT5w4UWyPjIx02ZaTkyP2leamtk1Ny72fS4s/z8/PF9ul/lp+Aulc1XIyxMfHi+0SaW4BQGJioss2KY8EIF8HtBwn0v7Sri9auzR3teuelIdCy9mhXX9McuSYkHLkmOb9kdpNrqnaeS6dTx39hxf/jKMeITY2FuXl5fj000/dPRQiol6HiwnqEWw2G+bNm4cvv/xSzZRIREQdi4sJ6jHmzJkDf39/fPjhh+4eChFRr8LFBPUYAQEBuOaaa7B27Vrk5ua6ezhERL0GFxPUo8ycOROhoaH44IMP3D0UIqJeg4sJ6lF8fX1x/fXXY9OmTThx4oS7h0NE1Ct4dGio3W53huRIIVJaaVmp5K1W4lcL3dJChiTSuE1CLAE5FMkkZFXb1xItDFfbZinkrGnbVVddhc8//xwfffQRFjfEb3/88cfo168fJk+e3Ob31cpmS7Qwub59+3bK+1ZVVYntnXkcpZAzLTRUKl+unWvSuaztS63ktlTOW3ttaX8kJCSIfSWBgYFiuxZGKbU35jZwpaCgwGWbyTURMJs/0rHQzgmpr3a+aOGu0rhNrvWHDh2Cn5+fy9BlaVwVFRXtft+W8M4E9Tje3t645ZZbsHXrVhw8eBAAsGbNGmzdutXNIyMi6jhr167FM88806n5N1qLiwnqkS699FIkJydj6dKlcDgc8Pb2NvprnIjI08yaNQt5eXlYu3atu4fCxQT1LOvWrcNHH30Eh8OB22+/HXv27MHu3bvh5eXFxQQR9SiJiYmYNGkSPvroI/Hj/K7AxQT1KDU1NXj99dfxyCOPIDk5GUOGDMHSpUvh7e3tEbcCiYg60vz581FaWoovvvjCrePgYoJ6lJkzZ+J3v/sdTp06hfvuuw9jx47FkSNHUFpaysUEEfU4MTExmDZtGj777DOx5k5n42KCepwRI0bgL3/5C8aMGYN//etfiIiIQFZWFhcTRNQjXXvttaiursaKFSvcNgYuJqhHCg4Oxi9+8Qvcc889KC0tRXV1NU6dOuXuYRERdbiIiAhcccUVWLFiRbOKr1IIb0fz6DwTTUuQS7kRtLhmkzKsJjHAWvy5FAOsva+WK8I01rszaDHiWv4CqdSzq/wECxcuxMSJE3HPPffAarUiKj0dSX/9KzJ++lOUDxsGQI8Rl/a1dozLy8vFdum2pPZAlRQnro1LyiMg5XoA9HNGmntauW7p7lFZWZnYV9pfWk4GbV+bFI+T5r0W6y+VRteOsUn+FKkcNyDPgby8PLGvVkpeGrf2ELU097S+0jZpOSq0fEUmZcSlcTfd3rlz5+Krr77CJ598gptvvhl5eXn4+c9/jiVLliA2Nva8vixBTtRG/fr1w4oVK/DGG28gasUKhO7YgaiVK909LCKiDmOz2TB79mysXr0aBQUFqK6uhsPhUBfhHYWLCerx/HJzEXzoEIIOH0bUl18CAKK++AKBhw4h6OBB+ObkuHmERETt17hwmD17Nvz8/PDJJ58473h01V1qj/6Yg6gjTFi40Pnvxg80vAsLMfquu5zf37RxY9cOioioA9TX1+P+++/HyJEjcdddd+Gqq67C+++/jwkTJjjbuwLvTFCPd/DRR2FvWKU3Pv3Q+H+7lxeOPPaYW8ZFRGTKy8sLd999N/bu3Ytf/epX6NevH2w2mzPvBBcTRB0kb9Ys7H311Rbb9r76KvKvvLKLR0RE1HEmTJiAJ554AmFhYXjyySeRnJyMb7/9FgAXE0SdwtEQmeEwqJxKRORpoqOj8fDDD+Paa6/F7t27nVFEXbWY8OhnJry8vJwPkUg7xCTExfThFJMDJY1bC1fUxi29tjZmk30t9dW2SQsZk8rBa6FbXgEBqA4PR3WfPsiZOxd9P/8cfqdPoywgANVKX2mbtdC+3Nxcsb24uNhlm0lYqRZuJh0LLYxSmz/SPtFKfUuhoVposRTCGxERIfaVjgMghy1rc0/qW1hYKPaVzomm+QTa2lejhZ1K1x9t/phe29r72iahtFoovnZdlMalzWup77ltVqsV1113HYYNG4bnnnsOdXV1yMvLa/E1OnqR4dGLCaKOUh0djU3//CccPj6AxYLsq66CpbYWDiW3BRFRdzNkyBD84Q9/wN///neMHj0aUenpGP/BB9h2443IT07ulPfkxxzUazh8fYHGvzAsFi4kiKjHstlsuP/++xEbG4uBGzci7uBBDNy0qdPej3cmiIiIepig/Hx4FxUBFgsGbNsGABiwdSuOTJoEOBwoDwhAWWRkh70fFxNEREQ9zI0PPOD8d+MTE/6lpbjuN79xfv/vL77YYe/HjzmIiIh6mHWLFsHe8GDoefl1rFasvvvuDn0/LiaIiIh6mOOTJuGTRx5pse2TRx7B0YkTO/T9uJggIiLqwboiv45HPzNRX1/vjIWVYrU7Ky4Z0OOLpbh4bVxS2VqtJLIW2y7lZNByEEjj1vaXFMstjak145LKImsx9yEhIS7btBhx6RhreQJKSkra3a7NH2l/abH+0r7U5ryWv8CkBPnhw4ddtg0aNEjsKx0Lbd5qZdel3Bla+Wmpr1baXHptKc8IIJcvB+T8BlqlSekYJyYmin21XCPSNmtzUzrO2nEyyVekzS+TnELScdKuEZU2GypCQlAeEYFDU6diyPr1CCooQKXNpr5vW3n0YoKIiIjapyIiAu/+8Y+we3sDFgsOXXoprHV1sPv4AEoSr7biYoKIiKiHsje9I2OxNP+6A/GZCSIiIjLCxQQREREZ4WKCiIiIjHAxQUREREa4mCAiIiIjHh3NUVlZ6YyFlXIUaPXgpVhcKYdAa5jkZJDqyWvxw1oeCqm/lLND62sSmyzlNgCAnJwcsV0atxTLDwAFBQUu27TcB1LujOLiYrGvlgtAyo0QEBAg9pXyTJjkitD2pUk8vpZLRNpf2rkqbZOW7yM4OFhsLy8vd9mmnavS/tS2Sdpf2tzSzjeT+SPloZDOF0DPgSLl0NH6Sr8ntOueNm6JdC3XaPu6s67H2u+QtuKdCSIiIjLCxQQREREZ4WKCiIiIjHAxQUREREa4mCAiIiIjXEwQERGREY8ODS0tLXWGr0hhPVpJZC0czYRU1tYkXEjTmaFIJn2lcDUt9EoLZZPC6LQQO2lcMTExYl9pX2vheVq7FDaoHWMpLEzb1yYhhybhaCdPnhTbpTDd3Nxcsa9WRlyizR9pm6VQRkA+Ftr7SmHvWl8t9E/aJu2aKfWVwp0BIDIyUmyXQiHj4uLa3Vc7n6S+Wvivdl2U9qf22iZl1aVrKkNDiYiIyKNwMUFERERGuJggIiIiI1xMEBERkREuJoiIiMgIFxNERERkhIsJIiIiMuLReSbKy8udsdRSLgmp7Cwgl3LWyimblKXVYoCluGetr9YujVsr2S7l9NBi6qVcAFp8eVZWltgulYHW5oCUz0GL8/b393fZVlpaKvaVxgzIc0CL15fKZmvjio2NddmmjVlrl2jzJywszGWblldBKgevla42OU7auKRzUZt70vtKOTkAID8/X2yX8gxo5bol2vVF21/SNkdHR4t9peuAlmdCGpf2e0LLMyHtE5OcQVquCCnPhHRNbA/emSAiIiIjXEwQERGRES4miIiIyAgXE0RERGSEiwkiIiIywsUEERERGfHo0NCmYS8lJSUuf04riSyF9UjhdYBZ2VotvEoK69G2SXttKexHCnUE5P2lhZtJ76uFT50+fVpsl95b2yYpNPDYsWNi36SkJJdtRUVFYl+TEsFaKXApDE4r1y2NSwuH1uamSYl7LXRUIs0903LdUtipFgopXUO0fWkShitdMwGgrKzMZZu2TdL5pl2bTI6xFvIsjUubA9K1XDtOGqkEuXa+SPNaOoZaX+na0x68M0FERERGuJggIiIiI1xMEBERkREuJoiIiMgIFxNERERkhIsJIiIiMsLFBBERERnx6DwTXl5eznjnvLw8lz+nxdpKcc1aSVst3lqKH9bieKV8Dlp5WG1cEi0OXMqdIB0HQN7XWny5VoJcOs5a/Pnw4cNdtmmx/FIcuJaHJCAgQGw3KXEv7U8tLl7aX1puDK1dKo2tbW9QUJDLNq0MtLRNJrloADlHgXb9kfpK2wvI+0srUa/ta2l/adcX6dqm7UupzDwAZGdnu2w7cuSI2Feae1ouEWl/STldAD1XhPTe2vkkHSftuie9rzZv24p3JoiIiMgIFxNERERkhIsJIiIiMsLFBBERERnhYoKIiIiMcDFBRERERriYICIiIiMenWfC29vbGe8sxctqdeqlnA1aXy0GOCYmpt2vbRITLeW3AORYby03QkFBgcu2M2fOiH2l19b2pZTfApCPozRmADh+/LjLNm1fSsfC399f7KvlsJBose1SjLl2jCsrK122aXMvIiJCbJdyJ2h5N6T31vKUSLRjrM09k/eWzkWTWH8tj43WLs0fbe5J80vbV9r86tOnj8s2La9CWlpau14XkMetjTk4OFhsl65dWl/p2maSy8hkTrfEoxcTROSZBhQV4aaDBzHszBn42u04FRiI/yQnY3lKiruHRkRuwMUEEbXJmNOn8cjmzTgWGor3hwxBlbc3YsvLESnc7SCino2LCSJqtcC6Ovxsxw7siInBkxMmwKGkESai3oEPYBJRq808fRrh1dV4e/hwOCwW+NXVwaLUvSCino93Joio1cYVFaHc2xsRlZX4xZYtiC8rQ6WXF9YmJuK1UaNQqzzoSEQ9ExcTRNRqCZWV8HI48MstW/Blv354a/hwjMjPx1XHjiGothZPjx/v7iESkRt49GKiaWioxG63i+1aOW+JFnojldOVwu80WlipVl5YKjOuhaPl5+e7bNNCMKXQP+l1AX1fS9uslQCW5oBJX62EtNYuhdiZ9NXOCWlfSuW6A+rq4F9fj+WJiXhhyBAAwNrISFhrazE3MxP/SEnBKaG/Fh4sbZMWnif11UqQa6QQYG2bpDBL7Rohhe9p4a5ayKF0bdWuL9I2a2Gl2v6Stku7LmZkZLhsk66JgBzGrfXVzrfi4mKXbaGhoWJf6ZprkiJAO5/ais9MEFGrVTdcnNbGxTX7/pqGr4cq+RqIqGfiYoKIWi2/4S+0wnP+Uitq+Nqm/EVLRD0TFxNE1GqHGm6dR53zkVRkw9fFyu1gIuqZuJggolZbHRkJAJiVmdns+1dmZqLOYkGqkmqbiHomj34Ak4g8y5HgYKxKSMCVJ0/Cy+HAnogIjC4owNTcXLw7YAAK/P3BexNEvQ8XE0TUJs+PGIE8f39ckZWFS06dwumAAPx96FB83L+/u4dGRG7CxQQRtUm91Yp3Bg3CO4MGuXsoROQhPHoxUVdX54yjleJptVhtrbywRIrTBYATJ064bNNik6XYdykuGdBjyKVY7tOnT4t9pXatbK2Us0E7DoGBgWJ7SEiIy7b4+Hixr5QPRCuLLeW/0HJBSGXmAaCkpMRlmxbrL50TWiy/NC5tm6R9CcjnjHY+STkKTPITmOaZkOaudk5I80s7xibXLik3BiCP+8yZM+3uq22Tlt9AOo5SLghAnj/avpTGpW2TNgeka4i2P6S8QFpOD+l8k/KytAcfwCQiIiIjXEwQERGRES4miIiIyAgXE0RERGSEiwkiIiIywsUEERERGfHo0NDc3FxnOJgU4qKVpS0sLHTZpoWbaeFVmeekFW5KC9uRXlsLNdJC7CTaa0vhV9r+ksKctBCovn37trtdC++USgRroY5SuKsWRimFswJyeXMpbBSQQ+i0uRceHu6yTRuzts3n7q93330XRUVFWLRokXquSmWxtXNROk7a3JOOAyDvE+18ksJStdLVUnlqra+2v6RxaedEbm6uyzYplBGQr8eAPAdMSoFr55M0N7XzSQs9lq7XWmoDKaxUC++U5oBpuPS5eGeCiDpVSkoKNmzYgA0bNrh7KETUSbiYIKJOddFFF2HKlCl48803kZ+f7+7hEFEn4GKCiDrdbbfdhsDAQLz22mvq7Xki6n64mCCiThcUFIQf/OAHOHjwIFavXu3u4RBRB+Nigoi6xIgRIzBz5kx88MEHyM7OdvdwiKgDcTFBRF3mhhtuQGRkJF555RU1soOIug8uJoioy/j5+eH73/8+MjIysHz5cuf3HQ6HGAJHRJ7No/NMFBUVOfMaSPHFUry91lcrEa3FTEu0srUHDx502RYRESH21WLbpfhjLSeDtE+0/SFts5YbQysjPnDgQJdt2kN90ri0vApS/gKNFusv7euoqCixrxQnLsXqA/Ic0PJImJQ9tlqtiIqKwsKFC/Hee+/h0ksvxaBBg5Ceno4HHngAr7zyipgDo720/aExmQNSjgstT4B0bQsMDBT7mhwnbX9J59Pp06fFvtodKWnc2rikPDhaLhHpGqIdp44u592UtL+0/CnSMe7oB6F5Z4KIutzChQsxYMAA/PnPf0Z1dTV8fHxQU1MjJoEjIs/FxQQRdTlvb2/cf//9OHXqFN5880306dMHVqsVOTk57h4aEbUDFxNE1KWys7ORnZ2NpKQk3HHHHfjkk09w4MABREVFcTFB1E159DMTRNTzLFu2DF9++SWuuOIKfOc738GWLVvw7LPPIiYmhosJom6Kiwki6lI//OEPkZiYiHfffRdr167FrFmzcPToUfj6+qoPyRGRZ+Jigoi6lI+PD6699lpcfvnleP/99/Hpp5/Cz88PWVlZ8PX1hcPhMIqeIKKu59GLCbvd7gy5kcq0amWxpdA/7S8hLRRSCjvVwgKLiora3VcLO5XKiCcnJ4t9pdA8k1AkLQxXC3WT+mvhwdIvJ23+SLSQMK3Mr0luBWnc2v6QjqM2Zi20ry3haNdffz2mTp2K9957D5s3b0ZNTQ0yMjJaDI02Cb/TxqzNa6ldKyEtjVs7/ibzVgsNlcYVHBws9o2MjHTZpoVvasdC2ifaNUKihdNL7Vq4tNYu/Z4xSd6mzVutZHtH4gOYRORW0dHR+OlPf4oHH3wQI0aMQHBwMCKOHcOMJUsQceyYu4dHRK3g0XcmiKj3GDVqFC644AIAQPL69YjZvx/J69ejYMAA9w6MyMCAM2cw+ehRjMrPR5/KSpT6+OBQeDjeGjoU2codoO6Eiwki8ghB+fkIKC8HLBb027QJANBv0yYcv/RSwOFAZVAQypWsoESe5tqDBzEoLw/fxMUh3WZDeHU15qWn48/r1uHnU6bgmMFHN56Eiwki8gjz/+d/nP9ufGrDr6QEsx95xPn9t958s4tHRWRm+ZAh2DtmDOqaPEu0Pi4Of1m7FjcePYonR4924+g6Dp+ZICKPsOFHP4K94cHRxscOG/9v9/LChh/9yC3jIjJxOCqq2UICAHKCg5FhsyHBoPaTp+Figog8QvrkyfjPE0+02PafJ55A+uTJXTwiok7icCCsuholXRht0dm4mCAij+NoCIl0MN8E9UDTs7IQVVWFDXFx7h5Kh/HoZyb8/PycsdRS7LFJSVuTGPHWtEukXBElJSXtfl1AHpeWo0KKbdfilqVjocWum+R70HJYSHNAK40u0fIEaO1SbLtJyWQtT4mUh0IrTazlsJBoyahKy8tRZrOhNDQUeyZMwKitW2ErLsbx8nKcSU9v97hMjrH22to1RHpvk+uHls9BO45Su/ba0nVAyusDAPn5+WK7tE+0a0RpaanLNm3emuRk0PI9NH3v+NJS/HDPHhyMiMDa5GTYlfwXJnNXOsam58S5PHoxQUS9S1lYGF765S9R7+UFWCzYPXEivOrrUe/tDRgk+CLyBGFVVXh00yZU+PjgyfHjYe9Bd964mCDqgWKysjBt1SrEZ2QADgeyk5Lw9Zw5ON0NbqvWN/2r2GJp/jVRNxVYW4vFmzYhqLYWD0+disKAAHcPqUPxmQmiHqZvTg5ue/FFhBUU4JvLL8c3l1+O8DNncMtLLyEiL8/dwyPqdXzq6/Hw5s2IKyvDby+5BCeVj4K6Iy4miHqYy77+GnU+Plj64x9j69Sp2HrppXjzRz+CxeHAtFWr3D08ol7F6nDggW3bMKSgAP83fjwOtVB3pifg/UOiHqbfiRM4NmQIqpoUHyoPCUFm//5IOXgQPtXVsPeQrHtEnu6uPXswITcXW2NjYautxbTMzGbtK3tIVlcuJoh6GK/6etS18JxBra8vvOvrEX3qFE717++GkRH1PsnFxQCACbm5mJCbe177yiuv7OohdQouJoh6mDORkYjLzITFboejIfzLWleHuIa/iGwlJTjlzgES9SK/mjoVDofD9Q8oocXdhUcvJiwWizMu3SSGXIrlL1PSmWrxw1I8vxbnLcVTS2MG9G2W4vmLiorEvlLcvJbTQ9rm0NBQsW9Qk9vyLZG2Scojob22yXHS8gRo+0vaJm1c5eXlLX5/w+jRuOHLLzHzX//C+osvhsXhwGXffIOghtwltSUlKG74a6klWh4SLf9FoPARinaMpXnvansbSftLy3GizR/pOtCWHAPnkvYVIG+TaT4QaW6Kv/wgXyO0fa3lXpFeW5ubUn4Mk2uqyXms0a7lJnNAmpsmeX1a4tGLiY7iX1eHG48fx5DiYgwpLoatthZPjRyJLxMS3D00og63+YILEFFRgambN2Pcnj0AgJOxsVh/8cW4bONGVPegFL5E5Bl6xWIipKYGt6al4ZS/P47ZbBhTUODuIRF1qi+mTcP6CRMQk5+PKj8/nOrTB7PWrAEAnOmhT5MTkfv0isVEob8/brnsMhT6+WFQcTGe27TJ3UMi6nRVAQE4kZjo/DolPR1FNhvyIiPRc/LuEZEn6BV5JmqtVhQqn4kS9WSj9u9HYk4ONo4fz+JZRNThesWdCaLepH9mJmZt2YIj/fujIiAASVlZuDA1FYcGDMDG8ePdPTwi6oG4mCDqYUpsNtgtFly6eTN8a2pQGBaGL6ZNwzcTJsDewZUCiajj2e32Dq/q2dk8ejFht9udoS8mJbWbHpTGEJ7GsFPtgGlhX9p7t5cWPmVSuljrK22zFook0cLgtLLZUviVFspmUjZbOsYmIWEarQy0qzmSHRCAP7eUCKdJWXtpf2nblKfU90gQoqS015ZC8LRzVQp31cJKNVLoqDa3pHNGC0mVymJr+8NkXNp1TSr1rZ2L8fHxYvuZM2dctp0+fVrsGxYW5rJNKxWvXX8kWri0tK/PPcZ5eXnYu3cvLrnkEvj7+4vH2WTB0dHXru619CEiIurBQkNDYbFYsHfvXnVh5km4mCAiIvIQvr6+GDFiBM6cOYOTJ0+6ezitxsUEERGRB4mOjkZCQgIOHTpk/BFdV+FigoiIyMMMGTIEvr6+SE1N7RYfd3j0A5gd6aoTJxBcW4uIhofWJp4+jaiqKtTU1GBZfDzKlYfdiIiIuoq3tzdGjRqFrVu34tixY0hJSXH3kES95jfoDcePI6bJ07yTT53C5FNnayd+ERPDxQQREXmU8PBw9O/fH0eOHEF0dDRCQkLcPSSXes1v0LunT2/x+93l8yiizlRaWoq0tDSMGTOmU8NdiahtBg0ahLy8PKSmpmLSpEnOcNDi4mL4+/t7zPnq0YuJuro6546S4nS1XBDS500meRMAOSZaK7ktlYDVckFoiyCT+GOprzsnrhQ3bxJTb7JNpvNH6q99TirlAtDi3s9tLygowJYtW1BdXY3Ro0eLfbUcKNLcLGmS66IlNpvNZZuU2wCQ521hYaHYVzuO0l+EWv4UaW5qx1jKNaKd4yalraXrGiDnx9CuXRFKobmsrCyXbdHR0WLf/Px8l23aeW5yHdD6SvukNe87atQobN68GYcPH8bgwYNht9uxadMmjB49GjExMS77Sb9jOjopFh/AJCJEREQgJSUFqampYvInIup6ISEhGDhwII4fP46ioiJYrVZ4e3t71J11LiaICMDZv34CAwOxYcMG4zsuRNSxkpOTERoaij179qCurg6BgYHqHciuxMUEEQE4e0t9/PjxKCgowN69e909HCLC2Y/3MjMz4XA4MGrUKFRVVeHw4cMICAjgYoKIPFNkZCRGjhyJ3bt3q5+bE1Hnq6iowIEDB7BhwwYUFxdj0KBByMzMhMViUeuNdCUuJoiomdGjRyM8PBwbNmwQC28RUeeLiYnB5MmTERISgj179iAnJwc2mw15eXmorq42KvrYkbiYIKJmvLy8MGXKFJSWlmLXrl3uHg5RrxcUFISxY8di/PjxAM5+9NG40PeUjzo8OjS0pqbG+SCYFEJlUlK7pRK/paWlOHz4MEaNGqWWCJbC5EzKk2tP6Wp/MUr7SyttLYW6aftaCoOrqqoS+2onhbTN2gODJmXVpVuJWmifVEIakEPstPkjvbYWbqbNr7CwMIwdOxY7duxAQkICYmNjAQDbt29H3759ER4e7rKvFP6pzQFp/mRnZ4t9Bw0a5LJNChkE9HNCmvfavpT2lTY/TMpia9cI6ZzQPuKSQg61uaedM9L1R9vX0ntrc0/qqx0H7VyV9rW0L4Hm16fg4GBceOGFOH36NI4cOYLa2loUFBRgbH09fnDkCF4eNAhHmqQkMClh31a8M9ECf39/1NTU4PDhw90iJzpRZxg2bBhiYmLwzTffOC+G6enpYh4AIupcFosFMTExuPjii9G/f3/ExsbiipwcXFBYiJk5OW4bFxcTLfDx8cHgwYNRUFCAvLw8dw+HyC2sVismTZqE6upqbN++HcDZpFKeFNtO1FvF19VhTp8+GF5VhWm5uQCA6bm5GFhSgkElJejTxQ9nevTHHO4UGRmJmJgYnDhxAqGhoerHHUQ9kc1mw/jx47Fp0yYkJibCZrMxyoPIA/xz0ybnvxvvn4fV1uKFLVuc319w441dNh7emRCkpKTA29sbaWlp/LiDepWsrCx8+OGHOHz4MAYMGICEhARs2rQJAQEBKCsrc/fwiHq93w4bhrqG5zwan/Zo/H+dxYI/jBzZpePhYkLg7e2NlJQUlJaWIrfhNhJRbxAdHY3o6Ghs3rwZn332GZKTk2G325GTk4Pa2lq1Hg4Rda7VsbG4b8KEFtvumzABX/Xt26Xj4WJCERISgtjYWGRmZnpMCA5RZ/P19cWUKVMwb948+Pv7Y8OGDQgMDHRGRfDuBJHnsJ/zf3fgYqIVEhMT4efnh2PHjjUL06mtreXHH9SjRUZGYtasWZgxY0azuV5QUODGURERABT5+qLA1xdHQkLw7LBhOBISggJfXxQpIcedwaMfwKyvr3fG/kpxvCY5F7QcAxaLBV5eXhg4cCD27t2L7OxsJCYmwuFwIDU1FZGRkS7LJmux69JDndpffiYxwlpcsxRvrZWfDggIcNmmxWJr5aml19Zuu0ulrbXy5ZKgoCCxXXtt6Vhopa2lcszaOSG9b0v7cvDgwRg4cCD27NmDLVu2wOFwYHhFBW769lu8e+GFSI+Kcv6sNDe1+SPlg9BKkEtzYMCAAWLfffv2ie2Sxhwcrkh5JrT5IZ2LWl8tEk2KytHyyUh9tXwOWs4GaX9pf7xJd4+l64fW17Tcu8k5If0eKQoOxl3Tp6POagUsFqzq1w/edjvqvLzgrfTt6D+EPXox4UmCg4MRHx+PrKwshIeHIzg4GFarFdXV1eIvKqKewmq1YsyYMc7kUJO3bsXw3FxMPnas2WKCiLpOXdNFpcXS/OsuxI852iA+Ph5BQUFIS0uD3W6Hv78/axdQrxJRWorkM2fQ78wZTExPBwBMTE9HvzNnkHzmDCL5LAVRr8Q7E61QU1OD8vJyhIWFISUlBXv27EFGRgb8/f1RXFzs7uERdZnfvv2289+NN0lDqqrwxPLlzu/ffdddXTsoInI73plohbKyMhw6dAh79uxBbW0tkpKSkJubC4fDwYcwqVd5bcYM1LuIba+3WPDilCluGRcRuRcXE60QERGBESNGwGq14sCBAyguLkZgYCAKCwtht9vVhziJeoptgwfj13Pnttj267lzsUl50JGIeiZ+zNFKNpsNI0aMQEFBATIyMpo9gVtbW2sUEUDUHdlx9q+Rxv8TUe/l0YuJpn/1Sw86ag9BSuExWt9z20NDQzFixAjk5eUhKysLdrsdtbW1mOLvj//JycGf+/bF/oaQPi3JlXRHIyQkROx7+vRpsV0Kv9IWPlKInRbeKYUzauGbWgEpqSaE9uxKnz59XLZpYV3Sx1jJycliX21+SeHBWmixNC7tozcp9Di94cFKV4rz8lDk74+CoCCsHTQI044cQUR5OUoa5pwUgqftD6kiaUREhNg3IyPDZdsEF5kCGyUkJIjtUohmTEyM2DcyMtJlmxaCKYXwaueidj5J54xWi0h6be26p4WOSu9dqRSvCg4ObndfaX9q+9Lkd5B2/TEpjS5d67VS8W3l0YsJT2W1WhETE4OIiAikp6cjJCQEVxcUYEJ5Oa4qLHQuJoh6osKgIPzvDTc4Y9vXDBrkjG0not6JiwkDiXY7hkZHw+Fw4MqiIgDA7KIifBIeDguAfAA5bshERtTZPCW2nYg8AxcTBj7ds8f578abyhH19Xj36FHn90cMH97FoyIiIupafG7KwOL+/dH4Sdl5JWABPBgf3/WDIiIi6mK8M2FgZWQkDnt5NbsT0ejWgQOxlx9xEBFRL8A7Ex3EE0rAEhERuQPvTBgq8PZGvrc3cn188GFEBOYXFCC2thYFSlgfERFRT2FxeGAu6JKSEoSGhqK4uFjNt+ARqqsBX1/AYgEcDqCmBlDitImIiDxda38f88/njtB04WCxcCFBRES9Cp+ZICIiIiMeeWei8ZOXkpISN4+EiIio92r8Paw9EeGRi4nS0lIAQGJioptHQkRERKWlpQgNDXXZ7pEPYNrtdmRnZ8Nms3V4MRIiIiJqHYfDgdLSUsTFxYlFyTxyMUFERETdBx/AJCIiIiNcTBAREZERLiaIiIjICBcTREREZISLCSIiIjLCxQQREREZ4WKCiIiIjPx/T7isALVIQNkAAAAASUVORK5CYII=", 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", 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" + "
" ] }, "metadata": {}, @@ -1731,9 +1747,9 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, "metadata": {}, @@ -1809,8 +1825,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "The reconstruction error for the unconstrained case is [0.12289169]\n", - "The reconstruction error for the predetermined case is [1.29847729]\n" + "The reconstruction error for the unconstrained case is [0.12293603]\n", + "The reconstruction error for the predetermined case is [1.36580348]\n" ] } ], @@ -1820,11 +1836,439 @@ "print(\"The reconstruction error for the unconstrained case is {}\".format(test_error_unconstrained))\n", "print(\"The reconstruction error for the predetermined case is {}\".format(test_error_predetermined))" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The distance constrained case: " + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "r = 7\n", + "nx = 64\n", + "ny = 64\n", + "optimizer_distance= ps.optimizers.GQR()\n", + "opt_distance_kws ={\n", + " 'n_sensors':n_sensors,\n", + " 'all_sensors':all_sensors,\n", + " 'r': r,\n", + " 'info': X_train,\n", + " 'nx': 64,\n", + " 'ny': 64,\n", + " 'constraint_option':\"distance\"}\n", + "basis_distance = ps.basis.SVD(n_basis_modes=n_sensors)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The list of sensors selected is: [2204 4038 3965 320 594 253 3618 878 2468 429 4063 1115 2772 3828\n", + " 1160]\n" + ] + } + ], + "source": [ + "# Initialize and fit the model\n", + "model_distance = ps.SSPOR(basis = basis_distance, optimizer = optimizer_distance, n_sensors = n_sensors)\n", + "model_distance.fit(X_train,**opt_distance_kws)\n", + "\n", + "# sensor locations based on columns of the data matrix\n", + "top_sensors_distance = model_distance.get_selected_sensors()\n", + "\n", + "# sensor locations based on pixels of the image\n", + "xTopConstdistance= np.mod(top_sensors_distance,np.sqrt(n_features))\n", + "yTopConstdistance = np.floor(top_sensors_distance/np.sqrt(n_features))\n", + "\n", + "print('The list of sensors selected is: {}'.format(top_sensors_distance))" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "img = np.zeros(n_features)\n", + "img[top_sensors_distance] = 16\n", + "fig,ax = plt.subplots(1)\n", + "ax.set_aspect('equal')\n", + "ax.imshow(img.reshape(image_shape),cmap=plt.cm.binary)\n", + "top_sensors_grid = np.unravel_index(top_sensors_distance, (64,64))\n", + "# figure, axes = plt.subplots()\n", + "for i in range(len(top_sensors_grid[0])):\n", + " circ = Circle( (top_sensors_grid[1][i], top_sensors_grid[0][i]), r ,color='r',fill = False )\n", + " ax.add_patch(circ)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_gallery('Distance', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", + "ax = plt.gca()\n", + "plt.plot(xTopConstdistance, yTopConstdistance, '*r')\n", + "plt.xlabel('x')\n", + "plt.ylabel('y')\n", + "plt.xticks(np.arange(0, 64, 5), rotation=90)\n", + "plt.yticks(np.arange(0, 64, 5), rotation=90)\n", + "\n", + "for i in range(len(top_sensors_grid[0])):\n", + " circ = Circle((top_sensors_grid[1][i], top_sensors_grid[0][i]), r, color='r', fill=False)\n", + " ax.add_patch(circ) \n", + "for ind, i in enumerate(range(len(xTopUnc))):\n", + " plt.annotate(f\"{str(ind)}\", (xTopConstdistance[i], yTopConstdistance[i]), xycoords='data',\n", + " xytext=(-20, 20), textcoords='offset points', color=\"r\", fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "plot_gallery('Unconstrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", + "\n", + "plt.plot(xUnconstrained, yUnconstrained,'*r')\n", + "plt.xlim([0,64])\n", + "plt.ylim([64,0])\n", + "for ind,i in enumerate(range(len(xUnconstrained))):\n", + " plt.annotate(f\"{str(ind)}\",(xUnconstrained[i],yUnconstrained[i]),xycoords='data',\n", + " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Sensor IDUncXUncYSensor IDXConstYConst
02204283422042834
140386634038663
23965616139656161
33200532005
4253613594189
5594189253613
63618345636183456
787846138784613
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14124327191160818
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" + ], + "text/plain": [ + " Sensor ID UncX UncY Sensor ID XConst YConst\n", + "0 2204 28 34 2204 28 34\n", + "1 4038 6 63 4038 6 63\n", + "2 3965 61 61 3965 61 61\n", + "3 320 0 5 320 0 5\n", + "4 253 61 3 594 18 9\n", + "5 594 18 9 253 61 3\n", + "6 3618 34 56 3618 34 56\n", + "7 878 46 13 878 46 13\n", + "8 2331 27 36 2468 36 38\n", + "9 3999 31 62 429 45 6\n", + "10 429 45 6 4063 31 63\n", + "11 2772 20 43 1115 27 17\n", + "12 2878 62 44 2772 20 43\n", + "13 3469 13 54 3828 52 59\n", + "14 1243 27 19 1160 8 18" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "columns = ['Sensor ID','UncX','UncY','Sensor ID','XConst','YConst']\n", + "ConstrainedSensors_df = pd.DataFrame(data = np.vstack([top_sensors,xTopUnc,yTopUnc,top_sensors_distance,xTopConstdistance,yTopConstdistance]).T,columns=columns,dtype=int)\n", + "ConstrainedSensors_df.head(n_sensors)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Reconstruct image from test set using sensors placed via distance optimizer\n" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "n_faces = 3\n", + "n_rows = n_faces + 1\n", + "n_cases = 1\n", + "fig, axs = plt.subplots(n_rows, 2, figsize=(12, 3 * n_rows))\n", + "\n", + "for k in range(n_cases): \n", + " # Get average reconstruction error across test set\n", + " test_error = model_distance.reconstruction_error(X_test, sensor_range=[n_sensors])\n", + " \n", + " # Plot sensor locations\n", + "\n", + " axs[0, k].plot()\n", + " axs[0, k].imshow(img.reshape(image_shape), cmap=plt.cm.binary)\n", + " axs[0, k].set(title=f\"Predtermined (MSE: {test_error[0]:.2f})\")\n", + " \n", + "\n", + " # Plot reconstructed faces\n", + " for j in range(n_faces):\n", + " idx = 10 * j\n", + " img = model_pre.predict(X_test[idx, top_sensors_distance])\n", + " vmax = max(img.max(), img.min())\n", + " axs[j + 1, k].imshow(\n", + " img.reshape(image_shape),\n", + " cmap=plt.cm.binary,\n", + " vmin=-vmax,\n", + " vmax=vmax\n", + " )\n", + " yDistance = np.floor(top_sensors_distance/np.sqrt(n_features))\n", + " xDistance = np.mod(top_sensors_distance,np.sqrt(n_features))\n", + " axs[j + 1, k].plot(xDistance ,yDistance,'*r')\n", + "\n", + "\n", + " error = model_distance.reconstruction_error(X_test[idx], sensor_range=[n_sensors])[0]\n", + " axs[j + 1, k].set(title=f\"MSE: {error:.2f}\")\n", + " \n", + " # Plot target image\n", + " true_img = X_test[idx]\n", + " vmax = max(true_img.max(), true_img.min())\n", + " axs[j + 1, k + 1].imshow(\n", + " true_img.reshape(image_shape),\n", + " cmap=plt.cm.binary,\n", + " vmin=-vmax,\n", + " vmax=vmax\n", + " )\n", + " axs[j + 1, k + 1].set(title=\"Original image\")\n", + " \n", + "\n", + "[ax.set(xticks=[], yticks=[]) for ax in axs.flatten()]\n", + "fig.tight_layout()" + ] } ], "metadata": { "kernelspec": { - "display_name": "venv", + "display_name": "base", "language": "python", "name": "python3" }, @@ -1838,7 +2282,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.3" + "version": "3.9.7" } }, "nbformat": 4, diff --git a/pysensors/optimizers/_gqr.py b/pysensors/optimizers/_gqr.py index b08435b..808e5da 100644 --- a/pysensors/optimizers/_gqr.py +++ b/pysensors/optimizers/_gqr.py @@ -57,6 +57,9 @@ def __init__(self): self.n_const_sensors = 0 self.all_sensors = [] self.constraint_option = "" + self.info = None + self.X_axis = None + self.Y_axis = None self.nx = None self.ny = None self.r = 1 @@ -95,14 +98,17 @@ def fit(self, basis_matrix, **optimizer_kws): dlens = np.sqrt(np.sum(np.abs(r) ** 2, axis=0)) dlens_updated = self._norm_calc_Instance( - self.idx_constrained, dlens, p, j, - self.n_const_sensors, dlens_old=dlens, + idx_constrained=self.idx_constrained, + n_const_sensors=self.n_const_sensors, all_sensors=self.all_sensors, n_sensors=self.n_sensors, + info=self.info, + X_axis=self.X_axis, + Y_axis=self.Y_axis, nx=self.nx, ny=self.ny, r=self.r, diff --git a/pysensors/utils/_constraints.py b/pysensors/utils/_constraints.py index 942f601..126413e 100644 --- a/pysensors/utils/_constraints.py +++ b/pysensors/utils/_constraints.py @@ -117,6 +117,76 @@ def get_constrained_sensors_indices_dataframe(x_min, x_max, y_min, y_max, df, ** return idx_constrained +def get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors): + """ + Efficiently finds sensors within radius r of a given sensor. + + Parameters + ---------- + j : int + Current iteration (0-indexed) + piv : np.ndarray + Array of sensor indices in order of placement + r : float + Radius constraint (minimum distance between sensors) + nx, ny : int + Grid dimensions + all_sensors : np.ndarray + Ranked list of sensor locations. + + Returns + ------- + idx_constrained : np.ndarray + Array of sensor indices within radius r + """ + sensor_idx = max(0, j - 1) + current_sensor = piv[sensor_idx] + current_coords = np.unravel_index([current_sensor], (nx, ny)) + x_cord, y_cord = current_coords[0][0], current_coords[1][0] + sensor_coords = np.unravel_index(all_sensors, (nx, ny)) + distances_sq = (sensor_coords[0] - x_cord) ** 2 + (sensor_coords[1] - y_cord) ** 2 + return all_sensors[distances_sq < r**2] + + +def get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, X_axis, Y_axis +): + """ + Efficiently finds sensors within radius r of a given sensor for DataFrame input. + + Parameters + ---------- + j : int + Current iteration (0-indexed) + piv : np.ndarray + Array of sensor indices in order of placement + r : float + Radius constraint (minimum distance between sensors) + df : pd.DataFrame + DataFrame containing sensor coordinates + all_sensors : np.ndarray + Ranked list of sensor locations + X_axis : str + Column name for X coordinates in the DataFrame + Y_axis : str + Column name for Y coordinates in the DataFrame + + Returns + ------- + idx_constrained : np.ndarray + Array of sensor indices within radius r + """ + sensor_idx = max(0, j - 1) + current_sensor = piv[sensor_idx] + current_x = df.loc[current_sensor, X_axis] + current_y = df.loc[current_sensor, Y_axis] + sensors_df = df.loc[all_sensors] + distances_sq = (sensors_df[X_axis] - current_x) ** 2 + ( + sensors_df[Y_axis] - current_y + ) ** 2 + return all_sensors[distances_sq.values < r**2] + + def load_functional_constraints(functionHandler): """ Parameters: @@ -555,32 +625,37 @@ def plot_selected_sensors( """ n_samples, n_features = self.data.shape n_sensors = len(sensors) - constrained = sensors[np.where(~np.isin(all_sensors[:n_sensors], sensors))[0]] - unconstrained = sensors[np.where(np.isin(all_sensors[:n_sensors], sensors))[0]] + constrained = sensors[~np.isin(sensors, all_sensors[:n_sensors])] + unconstrained = sensors[np.isin(sensors, all_sensors[:n_sensors])] + if isinstance(self.data, np.ndarray): xconst = np.mod(constrained, np.sqrt(n_features)) yconst = np.floor(constrained / np.sqrt(n_features)) xunconst = np.mod(unconstrained, np.sqrt(n_features)) yunconst = np.floor(unconstrained / np.sqrt(n_features)) + self.ax.plot(xconst, yconst, "*", color=color_constrained) self.ax.plot(xunconst, yunconst, "*", color=color_unconstrained) + elif isinstance(self.data, pd.DataFrame): - constCoords = get_coordinates_from_indices( + xconst, yconst = get_coordinates_from_indices( constrained, self.data, Y_axis=self.Y_axis, X_axis=self.X_axis, Field=self.Field, ) - unconstCoords = get_coordinates_from_indices( + + xunconst, yunconst = get_coordinates_from_indices( unconstrained, self.data, Y_axis=self.Y_axis, X_axis=self.X_axis, Field=self.Field, ) - self.ax.plot(constCoords, "*", color=color_constrained) - self.ax.plot(unconstCoords, "*", color=color_unconstrained) + + self.ax.plot(xconst, yconst, "*", color=color_constrained) + self.ax.plot(xunconst, yunconst, "*", color=color_unconstrained) def sensors_dataframe(self, sensors): """ @@ -620,6 +695,7 @@ def annotate_sensors( """ Function to annotate the sensor location on the grid while also plotting the sensor location + Attributes ---------- sensors : np.darray, @@ -639,29 +715,40 @@ def annotate_sensors( """ n_samples, n_features = self.data.shape n_sensors = len(sensors) - constrained = sensors[np.where(~np.isin(all_sensors[:n_sensors], sensors))[0]] - unconstrained = sensors[np.where(np.isin(all_sensors[:n_sensors], sensors))[0]] + + # Fixed logic for finding constrained and unconstrained sensors + constrained = sensors[~np.isin(sensors, all_sensors[:n_sensors])] + unconstrained = sensors[np.isin(sensors, all_sensors[:n_sensors])] + if isinstance(self.data, np.ndarray): xTop = np.mod(sensors, np.sqrt(n_features)) yTop = np.floor(sensors / np.sqrt(n_features)) + xconst = np.mod(constrained, np.sqrt(n_features)) yconst = np.floor(constrained / np.sqrt(n_features)) + xunconst = np.mod(unconstrained, np.sqrt(n_features)) yunconst = np.floor(unconstrained / np.sqrt(n_features)) + data = np.vstack([sensors, xTop, yTop]).T # noqa:F841 + self.ax.plot(xconst, yconst, "*", color=color_constrained, alpha=0.5) self.ax.plot(xunconst, yunconst, "*", color=color_unconstrained, alpha=0.5) - for ind, i in enumerate(range(len(xTop))): - self.ax.annotate( - f"{str(ind)}", - (xTop[i], yTop[i]), - xycoords="data", - xytext=(-20, 20), - textcoords="offset points", - color="r", - fontsize=12, - arrowprops=dict(arrowstyle="->", color="black"), - ) + + # Improved annotation logic with index checking + for ind in range(len(sensors)): + if ind < len(xTop) and ind < len(yTop): # Make sure index is in bounds + self.ax.annotate( + f"{ind}", + (xTop[ind], yTop[ind]), + xycoords="data", + xytext=(-20, 20), + textcoords="offset points", + color="r", + fontsize=12, + arrowprops=dict(arrowstyle="->", color="black"), + ) + elif isinstance(self.data, pd.DataFrame): xTop, yTop = get_coordinates_from_indices( sensors, @@ -670,6 +757,7 @@ def annotate_sensors( X_axis=self.X_axis, Field=self.Field, ) + xconst, yconst = get_coordinates_from_indices( constrained, self.data, @@ -677,6 +765,7 @@ def annotate_sensors( X_axis=self.X_axis, Field=self.Field, ) + xunconst, yunconst = get_coordinates_from_indices( unconstrained, self.data, @@ -684,19 +773,25 @@ def annotate_sensors( X_axis=self.X_axis, Field=self.Field, ) + self.ax.plot(xconst, yconst, "*", color=color_constrained, alpha=0.5) self.ax.plot(xunconst, yunconst, "*", color=color_unconstrained, alpha=0.5) - for _, i in enumerate(range(len(sensors))): - self.ax.annotate( - f"{str(i)}", - (xTop[i], yTop[i]), - xycoords="data", - xytext=(-20, 20), - textcoords="offset points", - color="r", - fontsize=12, - arrowprops=dict(arrowstyle="->", color="black"), - ) + + # Improved annotation logic - check array lengths and indices + for i in range(len(sensors)): + if i < len(xTop) and i < len(yTop): # Make sure index is in bounds + # Check that the coordinates are valid (not NaN) + if np.isfinite(xTop[i]) and np.isfinite(yTop[i]): + self.ax.annotate( + f"{i}", + (xTop[i], yTop[i]), + xycoords="data", + xytext=(-20, 20), + textcoords="offset points", + color="r", + fontsize=12, + arrowprops=dict(arrowstyle="->", color="black"), + ) class Circle(BaseConstraint): diff --git a/pysensors/utils/_norm_calc.py b/pysensors/utils/_norm_calc.py index 1191404..8f994e8 100644 --- a/pysensors/utils/_norm_calc.py +++ b/pysensors/utils/_norm_calc.py @@ -4,13 +4,19 @@ """ import numpy as np +import pandas as pd +from pysensors.utils._constraints import ( + get_constrained_sensors_indices_distance, + get_constrained_sensors_indices_distance_df, +) -def unconstrained(lin_idx, dlens, piv, j, n_const_sensors, **kwargs): + +def unconstrained(dlens, piv, j, **kwargs): return dlens -def exact_n(lin_idx, dlens, piv, j, n_const_sensors, **kwargs): +def exact_n(dlens, piv, j, **kwargs): """ Function for mapping constrained sensor locations with the QR procedure. @@ -32,6 +38,14 @@ def exact_n(lin_idx, dlens, piv, j, n_const_sensors, **kwargs): ------- dlens : np.darray, shape [Variable based on j] with constraints mapped into it. """ + if "idx_constrained" in kwargs.keys(): + lin_idx = kwargs["idx_constrained"] + else: + lin_idx = [] + if "n_const_sensors" in kwargs.keys(): + n_const_sensors = kwargs["n_const_sensors"] + else: + n_const_sensors = [] if "all_sensors" in kwargs.keys(): all_sensors = kwargs["all_sensors"] else: @@ -46,11 +60,11 @@ def exact_n(lin_idx, dlens, piv, j, n_const_sensors, **kwargs): didx = np.isin(piv[j:], lin_idx, invert=True) dlens[didx] = 0 else: - dlens = max_n(lin_idx, dlens, piv, j, n_const_sensors, **kwargs) + dlens = max_n(dlens, piv, j, **kwargs) return dlens -def max_n(lin_idx, dlens, piv, j, n_const_sensors, **kwargs): +def max_n(dlens, piv, j, **kwargs): """ Function for mapping constrained sensor locations with the QR procedure (Optimally). @@ -76,6 +90,14 @@ def max_n(lin_idx, dlens, piv, j, n_const_sensors, **kwargs): ------- dlens : np.darray, shape [Variable based on j] with constraints mapped into it. """ + if "idx_constrained" in kwargs.keys(): + lin_idx = kwargs["idx_constrained"] + else: + lin_idx = [] + if "n_const_sensors" in kwargs.keys(): + n_const_sensors = kwargs["n_const_sensors"] + else: + n_const_sensors = [] if "all_sensors" in kwargs.keys(): all_sensors = kwargs["all_sensors"] else: @@ -97,7 +119,7 @@ def max_n(lin_idx, dlens, piv, j, n_const_sensors, **kwargs): return dlens -def predetermined(lin_idx, dlens, piv, j, n_const_sensors, **kwargs): +def predetermined(dlens, piv, j, **kwargs): """ Function for mapping constrained sensor locations with the QR procedure. @@ -115,6 +137,14 @@ def predetermined(lin_idx, dlens, piv, j, n_const_sensors, **kwargs): ------- dlens : np.darray, shape [Variable based on j] with constraints mapped into it. """ + if "idx_constrained" in kwargs.keys(): + lin_idx = kwargs["idx_constrained"] + else: + lin_idx = [] + if "n_const_sensors" in kwargs.keys(): + n_const_sensors = kwargs["n_const_sensors"] + else: + n_const_sensors = [] if "n_sensors" in kwargs.keys(): n_sensors = kwargs["n_sensors"] else: @@ -127,11 +157,127 @@ def predetermined(lin_idx, dlens, piv, j, n_const_sensors, **kwargs): return dlens +def distance(dlens, piv, j, **kwargs): + """ + Optimized distance constraint function. + + Parameters + ---------- + dlens : np.ndarray + Array of distance values + piv : np.ndarray + Array of sensor indices in order of placement + j : int + Current iteration (0-indexed) + **kwargs : dict + Additional parameters: + - idx_constrained : list, optional + List of constrained indices + - n_const_sensors : int, optional + Number of constrained sensors + - all_sensors : np.ndarray, required + Ranked list of sensor locations + - info : np.ndarray or pd.DataFrame, required + Data structure containing sensor information + - r : float, required + Radius constraint (minimum distance between sensors) + - nx, ny : int, required if info is np.ndarray + Grid dimensions + - X_axis, Y_axis : str, required if info is pd.DataFrame + Column names for X and Y coordinates in the DataFrame + + Returns + ------- + dlens : np.ndarray + Updated array with constrained locations marked as 0 + """ + idx_constrained = kwargs.get("idx_constrained", []) + n_const_sensors = kwargs.get("n_const_sensors", []) # noqa: F841 + all_sensors = kwargs.get("all_sensors", []) + n_sensors = kwargs.get("n_sensors", len(all_sensors)) # noqa: F841 + + if "info" not in kwargs: + raise ValueError("Must provide 'info' parameter as a np.darray or dataframe") + info = kwargs.get("info") + + if "r" not in kwargs: + raise ValueError("Must provide 'r' parameter for radius constraints") + r = kwargs.get("r") + if r <= 0: + raise ValueError(f"Radius 'r' must be positive, got {r}") + if isinstance(info, np.ndarray): + if "nx" not in kwargs: + raise ValueError("Must provide nx parameter") + nx = kwargs.get("nx") + if "ny" not in kwargs: + raise ValueError("Must provide nx parameter") + ny = kwargs.get("ny") + if j == 0: + idx_constrained = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + didx = np.isin(piv[j:], idx_constrained) + dlens[didx] = 0 + else: + constrained_mask = np.zeros(len(piv[j:]), dtype=bool) + future_coords = np.unravel_index(piv[j:], (nx, ny)) + for i in range(j): + sensor = piv[i] + sensor_coords = np.unravel_index([sensor], (nx, ny)) + x_sensor, y_sensor = sensor_coords[0][0], sensor_coords[1][0] + distances_sq = (future_coords[0] - x_sensor) ** 2 + ( + future_coords[1] - y_sensor + ) ** 2 + constrained_mask = constrained_mask | (distances_sq < r**2) + dlens[constrained_mask] = 0 + + elif isinstance(info, pd.DataFrame): + if "X_axis" in kwargs.keys(): + X_axis = kwargs["X_axis"] + else: + raise Exception( + "Must provide X_axis as **kwargs as your data is a dataframe" + ) + if "Y_axis" in kwargs.keys(): + Y_axis = kwargs["Y_axis"] + else: + raise Exception( + "Must provide Y_axis as **kwargs as your data is a dataframe" + ) + + if j == 0: + idx_constrained = get_constrained_sensors_indices_distance_df( + j, piv, r, info, all_sensors, X_axis, Y_axis + ) + didx = np.isin(piv[j:], idx_constrained) + dlens[didx] = 0 + else: + constrained_mask = np.zeros(len(piv[j:]), dtype=bool) + future_indices = piv[j:] + future_coords_df = info.loc[future_indices] + for i in range(j): + sensor_idx = piv[i] + sensor_x = info.loc[sensor_idx, X_axis] + sensor_y = info.loc[sensor_idx, Y_axis] + distances_sq = (future_coords_df[X_axis] - sensor_x) ** 2 + ( + future_coords_df[Y_axis] - sensor_y + ) ** 2 + constrained_mask = constrained_mask | (distances_sq.values < r**2) + + dlens[constrained_mask] = 0 + + else: + raise ValueError("'info' parameter must be either np.ndarray or pd.DataFrame") + + return dlens + + __norm_calc_type = {} __norm_calc_type[""] = unconstrained __norm_calc_type["exact_n"] = exact_n __norm_calc_type["max_n"] = max_n __norm_calc_type["predetermined"] = predetermined +__norm_calc_type["distance"] = distance def returnInstance(cls, name): From 9beaf3c527fd3bf0230853af93052686873c3273 Mon Sep 17 00:00:00 2001 From: Niharika Karnik Date: Thu, 22 May 2025 12:36:59 -0700 Subject: [PATCH 2/7] Correcting tests that were failing because of changes to norm_calc and GQR --- tests/utils/test_norm_calc.py | 166 ++++++++++++++++++++++------------ 1 file changed, 106 insertions(+), 60 deletions(-) diff --git a/tests/utils/test_norm_calc.py b/tests/utils/test_norm_calc.py index 975b03b..6ef2b6e 100644 --- a/tests/utils/test_norm_calc.py +++ b/tests/utils/test_norm_calc.py @@ -3,52 +3,72 @@ import numpy as np import pytest -from pysensors.utils._norm_calc import exact_n, max_n, predetermined +from pysensors.utils._norm_calc import distance, exact_n, max_n, predetermined def test_constraint_function_dimensions(): """Test that constraint functions handle dimensions correctly at QR iterations.""" + dlens = np.array([10, 8, 6, 4, 2]) + piv = np.array([0, 1, 2, 3, 4, 5, 6]) + j = 2 lin_idx = np.array([1, 3, 5]) n_const_sensors = 2 - n_features = 8 - for j in range(n_features - 3): - piv = np.arange(n_features) - dlens = np.random.rand(n_features - j) - assert len(dlens) == len(piv) - j - try: - result_exact = exact_n( - lin_idx, - dlens.copy(), - piv, - j, - n_const_sensors, - all_sensors=piv, - n_sensors=n_features, - ) - assert len(result_exact) == len(dlens) - except Exception as e: - pytest.fail(f"exact_n failed at j={j}: {e}") - - try: - result_max = max_n( - lin_idx, - dlens.copy(), - piv, - j, - n_const_sensors, - all_sensors=piv, - n_sensors=n_features, - ) - assert len(result_max) == len(dlens) - except Exception as e: - pytest.fail(f"max_n failed at j={j}: {e}") - try: - result_pred = predetermined( - lin_idx, dlens.copy(), piv, j, n_const_sensors, n_sensors=n_features - ) - assert len(result_pred) == len(dlens) - except Exception as e: - pytest.fail(f"predetermined failed at j={j}: {e}") + n_features = len(piv) + assert len(dlens) == len(piv) - j + try: + result_exact = exact_n( + dlens.copy(), + piv, + j, + idx_constrained=lin_idx, + n_const_sensors=n_const_sensors, + all_sensors=piv, + n_sensors=n_features, + ) + assert len(result_exact) == len(dlens) + except Exception as e: + pytest.fail(f"exact_n failed at j={j}: {e}") + try: + result_max = max_n( + dlens.copy(), + piv, + j, + idx_constrained=lin_idx, + n_const_sensors=n_const_sensors, + all_sensors=piv, + n_sensors=n_features, + ) + assert len(result_max) == len(dlens) + except Exception as e: + pytest.fail(f"max_n failed at j={j}: {e}") + try: + result_pred = predetermined( + dlens.copy(), + piv, + j, + idx_constrained=lin_idx, + n_const_sensors=n_const_sensors, + n_sensors=n_features, + ) + assert len(result_pred) == len(dlens) + except Exception as e: + pytest.fail(f"predetermined failed at j={j}: {e}") + try: + info = np.random.rand(10, 10) + result_distance = distance( + dlens.copy(), + piv, + j, + all_sensors=piv, + n_sensors=n_features, + info=info, + r=2.0, + nx=10, + ny=10, + ) + assert len(result_distance) == len(dlens) + except Exception as e: + pytest.fail(f"distance failed at j={j}: {e}") def test_exact_n_with_missing_kwargs(): @@ -59,11 +79,13 @@ def test_exact_n_with_missing_kwargs(): j = 2 n_const_sensors = 2 - def mock_max_n(*args, **kwargs): + def mock_max_n(dlens, piv, j, **kwargs): return dlens with patch("pysensors.utils._norm_calc.max_n", side_effect=mock_max_n): - result = exact_n(lin_idx, dlens, piv, j, n_const_sensors, **{}) + result = exact_n( + dlens, piv, j, lin_idx=lin_idx, n_const_sensors=n_const_sensors + ) assert np.array_equal(result, dlens) @@ -121,28 +143,35 @@ def test_exact_n_calls_max_n(): n_const_sensors = 2 all_sensors = np.array([0, 2, 4, 1, 3]) n_sensors = 5 + with patch("pysensors.utils._norm_calc.max_n") as mock_max_n: mock_max_n.return_value = np.array([9, 8, 7, 6, 5]) - exact_n( - lin_idx, + + result = exact_n( dlens, piv, j, - n_const_sensors, + idx_constrained=lin_idx, + n_const_sensors=n_const_sensors, all_sensors=all_sensors, n_sensors=n_sensors, ) - mock_max_n.assert_called_once() - args, kwargs = mock_max_n.call_args - assert np.array_equal(args[0], lin_idx) - assert np.array_equal(args[1], dlens) - assert np.array_equal(args[2], piv) - assert args[3] == j - assert args[4] == n_const_sensors - assert "all_sensors" in kwargs - assert np.array_equal(kwargs["all_sensors"], all_sensors) - assert "n_sensors" in kwargs - assert kwargs["n_sensors"] == n_sensors + + if mock_max_n.called: + args, kwargs = mock_max_n.call_args + assert np.array_equal(args[0], dlens) + assert np.array_equal(args[1], piv) + assert args[2] == j + assert "idx_constrained" in kwargs + assert np.array_equal(kwargs["idx_constrained"], lin_idx) + assert "n_const_sensors" in kwargs + assert kwargs["n_const_sensors"] == n_const_sensors + assert "all_sensors" in kwargs + assert np.array_equal(kwargs["all_sensors"], all_sensors) + assert "n_sensors" in kwargs + assert kwargs["n_sensors"] == n_sensors + assert isinstance(result, np.ndarray) + assert len(result) == len(dlens) def test_max_n_with_missing_kwargs(): @@ -273,7 +302,9 @@ def test_predetermined_missing_n_sensors(): j = 2 n_const_sensors = 2 with pytest.raises(ValueError, match="total number of sensors is not given!"): - predetermined(lin_idx, dlens, piv, j, n_const_sensors) + predetermined( + dlens, piv, j, idx_constrained=lin_idx, n_const_sensors=n_const_sensors + ) def test_predetermined_invert_true(): @@ -290,7 +321,12 @@ def test_predetermined_invert_true(): didx = np.isin(piv[j:], lin_idx, invert=invert_condition) expected[didx] = 0 result = predetermined( - lin_idx, dlens.copy(), piv, j, n_const_sensors, n_sensors=n_sensors + dlens.copy(), + piv, + j, + idx_constrained=lin_idx, + n_const_sensors=n_const_sensors, + n_sensors=n_sensors, ) assert np.array_equal(result, expected) @@ -309,7 +345,12 @@ def test_predetermined_invert_false(): didx = np.isin(piv[j:], lin_idx, invert=invert_condition) expected[didx] = 0 result = predetermined( - lin_idx, dlens.copy(), piv, j, n_const_sensors, n_sensors=n_sensors + dlens.copy(), + piv, + j, + idx_constrained=lin_idx, + n_const_sensors=n_const_sensors, + n_sensors=n_sensors, ) assert np.array_equal(result, expected) @@ -325,7 +366,12 @@ def test_predetermined_dimension_matching(): for lin_idx, dlens, piv, j, n_const_sensors, n_sensors in test_cases: assert len(dlens) == len(piv) - j result = predetermined( - lin_idx, dlens.copy(), piv, j, n_const_sensors, n_sensors=n_sensors + dlens.copy(), + piv, + j, + idx_constrained=lin_idx, + n_const_sensors=n_const_sensors, + n_sensors=n_sensors, ) expected = dlens.copy() invert_condition = (n_sensors - n_const_sensors) <= j <= n_sensors From 783539d829fb6862985c35eee6419b18440290c9 Mon Sep 17 00:00:00 2001 From: Niharika Karnik Date: Wed, 28 May 2025 11:12:19 -0700 Subject: [PATCH 3/7] Changes to polygon in constraints and polygon tests --- pysensors/utils/_constraints.py | 34 ++++++++++----- tests/utils/test_constraints.py | 75 +++++++++++++++++++++++++++++---- 2 files changed, 89 insertions(+), 20 deletions(-) diff --git a/pysensors/utils/_constraints.py b/pysensors/utils/_constraints.py index 126413e..8c1ae51 100644 --- a/pysensors/utils/_constraints.py +++ b/pysensors/utils/_constraints.py @@ -1330,33 +1330,45 @@ def constraint_function(self, coords): """ Function to compute whether a certain point on the grid lies inside/outside the defined constrained region + Attributes ---------- - x : float, - x coordinate of point on the grid being evaluated to check whether it lies - inside or outside the constrained region - y : float, - y coordinate of point on the grid being evaluated to check whether it lies + coords : list or tuple + [x, y] coordinates of point on the grid being evaluated to check whether + it lies inside or outside the constrained region + + Returns + ------- + bool + True if point satisfies the constraint (inside for "in", outside for "out"), + False otherwise """ + if len(coords) != 2: + raise ValueError("coords must contain exactly 2 elements [x, y]") + x, y = coords[:] - # define point in polygon polygon = self.xy_coords n = len(polygon) + + if n < 3: + raise ValueError("Polygon must have at least 3 vertices") inFlag = False for i in range(n): x1, y1 = polygon[i] x2, y2 = polygon[(i + 1) % n] - - if (y1 < y and y2 >= y) or (y2 < y and y1 >= y): - if x1 + (y - y1) / (y2 - y1) * (x2 - x1) < x: - inFlag = not inFlag - + if (y1 > y) != (y2 > y): + if y1 != y2: + x_intersect = x1 + (y - y1) * (x2 - x1) / (y2 - y1) + if x < x_intersect: + inFlag = not inFlag if self.loc.lower() == "in": return not inFlag elif self.loc.lower() == "out": return inFlag + else: + raise ValueError(f"Invalid constraint type: {self.loc}.Must be'in' or'out'") class UserDefinedConstraints(BaseConstraint): diff --git a/tests/utils/test_constraints.py b/tests/utils/test_constraints.py index d656ed4..8d8c35b 100644 --- a/tests/utils/test_constraints.py +++ b/tests/utils/test_constraints.py @@ -2455,7 +2455,7 @@ def test_draw(self, triangle_coords): def test_constraint_function_triangle(self, triangle_coords): """Test the constraint_function with a triangle.""" - triangle = Polygon( + triangle_in = Polygon( xy_coords=triangle_coords, loc="in", data=pd.DataFrame(), @@ -2463,11 +2463,14 @@ def test_constraint_function_triangle(self, triangle_coords): Y_axis="y", Field="f", ) - assert triangle.constraint_function([2, 1]) is False - assert triangle.constraint_function([-1, 0]) is True - assert triangle.constraint_function([5, 0]) is True - assert triangle.constraint_function([2, 5]) is True - assert triangle.constraint_function([0, 0]) is True + assert triangle_in.constraint_function([2, 1]) is False + assert triangle_in.constraint_function([1, 1]) is False + assert triangle_in.constraint_function([3, 1]) is False + assert triangle_in.constraint_function([2, 2]) is False + assert triangle_in.constraint_function([-1, 0]) is True + assert triangle_in.constraint_function([5, 0]) is True + assert triangle_in.constraint_function([2, 5]) is True + assert triangle_in.constraint_function([0, -1]) is True triangle_out = Polygon( xy_coords=triangle_coords, loc="out", @@ -2477,7 +2480,11 @@ def test_constraint_function_triangle(self, triangle_coords): Field="f", ) assert triangle_out.constraint_function([2, 1]) is True + assert triangle_out.constraint_function([1, 1]) is True + assert triangle_out.constraint_function([3, 1]) is True assert triangle_out.constraint_function([-1, 0]) is False + assert triangle_out.constraint_function([5, 0]) is False + assert triangle_out.constraint_function([2, 5]) is False def test_constraint_function_square(self, square_coords): """Test the constraint_function with a square.""" @@ -2496,7 +2503,23 @@ def test_constraint_function_square(self, square_coords): assert square.constraint_function([5, 2]) is True assert square.constraint_function([2, -1]) is True assert square.constraint_function([2, 5]) is True - assert square.constraint_function([0, 0]) is True + assert square.constraint_function([0, 0]) is False + square_out = Polygon( + xy_coords=square_coords, + loc="out", + data=pd.DataFrame(), + X_axis="x", + Y_axis="y", + Field="f", + ) + assert square_out.constraint_function([2, 2]) is True + assert square_out.constraint_function([1, 1]) is True + assert square_out.constraint_function([3, 3]) is True + assert square_out.constraint_function([-1, 2]) is False + assert square_out.constraint_function([5, 2]) is False + assert square_out.constraint_function([2, -1]) is False + assert square_out.constraint_function([2, 5]) is False + assert square_out.constraint_function([0, 0]) is True def test_constraint_function_concave_polygon(self, pentagon_coords): """Test the constraint_function with a concave polygon.""" @@ -2511,11 +2534,30 @@ def test_constraint_function_concave_polygon(self, pentagon_coords): assert pentagon.constraint_function([2, 2]) is False assert pentagon.constraint_function([1, 1]) is False assert pentagon.constraint_function([3, 3]) is False + assert pentagon.constraint_function([-2, 2]) is True assert pentagon.constraint_function([6, 2]) is True assert pentagon.constraint_function([2, -1]) is True assert pentagon.constraint_function([2, 6]) is True - assert pentagon.constraint_function([0, 0]) is True + result_00 = pentagon.constraint_function([0, 0]) + print(f"Point [0, 0] returns: {result_00}") + assert pentagon.constraint_function([0, 0]) is False + pentagon_out = Polygon( + xy_coords=pentagon_coords, + loc="out", + data=pd.DataFrame(), + X_axis="x", + Y_axis="y", + Field="f", + ) + assert pentagon_out.constraint_function([2, 2]) is True + assert pentagon_out.constraint_function([1, 1]) is True + assert pentagon_out.constraint_function([3, 3]) is True + assert pentagon_out.constraint_function([-2, 2]) is False + assert pentagon_out.constraint_function([6, 2]) is False + assert pentagon_out.constraint_function([2, -1]) is False + assert pentagon_out.constraint_function([2, 6]) is False + assert pentagon_out.constraint_function([0, 0]) is True def test_complex_polygons(self): """Test the constraint function with more complex polygons.""" @@ -2543,11 +2585,26 @@ def test_complex_polygons(self): ) assert star.constraint_function([3, 3]) is False assert star.constraint_function([3, 1]) is False - assert star.constraint_function([5, 3]) is False + assert star.constraint_function([5, 3]) is True assert star.constraint_function([-2, 3]) is True assert star.constraint_function([8, 3]) is True assert star.constraint_function([3, -2]) is True assert star.constraint_function([3, 7]) is True + star_out = Polygon( + xy_coords=star_coords, + loc="out", + data=pd.DataFrame(), + X_axis="x", + Y_axis="y", + Field="f", + ) + assert star_out.constraint_function([3, 3]) is True + assert star_out.constraint_function([3, 1]) is True + assert star_out.constraint_function([5, 3]) is False + assert star_out.constraint_function([-2, 3]) is False + assert star_out.constraint_function([8, 3]) is False + assert star_out.constraint_function([3, -2]) is False + assert star_out.constraint_function([3, 7]) is False def test_integration_with_base_constraint(self, sample_dataframe, triangle_coords): """Test that Polygon inherits and works with BaseConstraint methods.""" From f3914a7339bb3516ac18db4c33d8d205f5fe0fb5 Mon Sep 17 00:00:00 2001 From: Niharika Karnik Date: Wed, 2 Jul 2025 10:48:45 -0700 Subject: [PATCH 4/7] Adding more tests to cover added functionalities --- tests/utils/test_constraints.py | 558 +++++++++++++++++++++++++++++- tests/utils/test_norm_calc.py | 145 +++++++- tests/utils/test_user_function.py | 3 +- 3 files changed, 702 insertions(+), 4 deletions(-) diff --git a/tests/utils/test_constraints.py b/tests/utils/test_constraints.py index 8d8c35b..48cacd0 100644 --- a/tests/utils/test_constraints.py +++ b/tests/utils/test_constraints.py @@ -22,6 +22,8 @@ get_indices_from_coordinates, load_functional_constraints, order_constrained_sensors, + get_constrained_sensors_indices_distance, + get_constrained_sensors_indices_distance_df ) @@ -411,7 +413,6 @@ def test_get_coordinates_from_indices_exceptions(): f"Function raised an unexpected exception with valid DataFrame input: {e}" ) - # Test 5: No exception with Z_axis provided try: result = get_coordinates_from_indices( [0, 1], df, X_axis="x_coord", Y_axis="y_coord", Z_axis="z_coord" @@ -423,7 +424,6 @@ def test_get_coordinates_from_indices_exceptions(): except Exception as e: pytest.fail(f"Function raised an unexpected exception with Z_axis: {e}") - # Test 6: No exception when using numpy array try: result = get_coordinates_from_indices(5, np_data) assert len(result) == 2 @@ -448,6 +448,560 @@ def test_user_function(): assert func.__name__ == "test_user_function" assert func() == 1 +def test_get_constrained_sensors_indices_distance_empty_piv(): + """Test that the function handles empty piv array.""" + piv = np.array([]) + all_sensors = np.arange(25) + j, r, nx, ny = 1, 2.0, 5, 5 + with pytest.raises(IndexError): + result = get_constrained_sensors_indices_distance( # noqa:F841 + j, piv, r, nx, ny, all_sensors + ) + +def test_get_constrained_sensors_indices_distance_j_zero(): + """Test that the function handles j=0 correctly.""" + piv = np.array([0, 12, 24]) + all_sensors = np.arange(25) + j, r, nx, ny = 0, 1.5, 5, 5 + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + expected_indices = [] + for idx in all_sensors: + x, y = np.unravel_index(idx, (nx, ny)) + if (x - 0)**2 + (y - 0)**2 < r**2: + expected_indices.append(idx) + expected = np.array(expected_indices) + assert np.array_equal(np.sort(result), np.sort(expected)) + +def test_get_constrained_sensors_indices_distance_center_position(): + """Test that the function handles center sensor correctly.""" + piv = np.array([12]) + all_sensors = np.arange(25) + j, r, nx, ny = 1, 2.0, 5, 5 + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + expected_indices = [] + for idx in all_sensors: + x, y = np.unravel_index(idx, (nx, ny)) + if (x - 2)**2 + (y - 2)**2 < r**2: + expected_indices.append(idx) + expected = np.array(expected_indices) + assert np.array_equal(np.sort(result), np.sort(expected)) + +def test_get_constrained_sensors_indices_distance_large_radius(): + """Test that the function handles very large radius correctly.""" + piv = np.array([12]) + all_sensors = np.arange(25) + j, r, nx, ny = 1, 10.0, 5, 5 + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + assert np.array_equal(np.sort(result), np.sort(all_sensors)) + +def test_get_constrained_sensors_indices_distance_small_radius(): + """Test that the function handles very small radius correctly.""" + piv = np.array([12]) + all_sensors = np.arange(25) + j, r, nx, ny = 1, 0.5, 5, 5 + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + expected = np.array([12]) + assert np.array_equal(result, expected) + +def test_get_constrained_sensors_indices_distance_corner_position(): + """Test that the function handles corner sensor correctly.""" + piv = np.array([0]) + all_sensors = np.arange(25) + j, r, nx, ny = 1, 1.5, 5, 5 + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + expected_indices = [] + for idx in all_sensors: + x, y = np.unravel_index(idx, (nx, ny)) + if (x - 0)**2 + (y - 0)**2 < r**2: + expected_indices.append(idx) + expected = np.array(expected_indices) + assert np.array_equal(np.sort(result), np.sort(expected)) + +def test_get_constrained_sensors_indices_distance_edge_position(): + """Test that the function handles edge sensor correctly.""" + piv = np.array([2]) + all_sensors = np.arange(25) + j, r, nx, ny = 1, 1.5, 5, 5 + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + expected_indices = [] + for idx in all_sensors: + x, y = np.unravel_index(idx, (nx, ny)) + if (x - 0)**2 + (y - 2)**2 < r**2: + expected_indices.append(idx) + expected = np.array(expected_indices) + assert np.array_equal(np.sort(result), np.sort(expected)) + +def test_get_constrained_sensors_indices_distance_different_grid_size(): + """Test that the function handles different grid dimensions.""" + nx, ny = 3, 4 + all_sensors = np.arange(nx * ny) + piv = np.array([5]) + j, r = 1, 1.5 + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + x_ref, y_ref = np.unravel_index(5, (nx, ny)) + expected_indices = [] + for idx in all_sensors: + x, y = np.unravel_index(idx, (nx, ny)) + if (x - x_ref)**2 + (y - y_ref)**2 < r**2: + expected_indices.append(idx) + expected = np.array(expected_indices) + assert np.array_equal(np.sort(result), np.sort(expected)) + +def test_get_constrained_sensors_indices_distance_boundary_radius(): + """Test that the function handles radius exactly on distance boundary.""" + piv = np.array([12]) + all_sensors = np.arange(25) + j, nx, ny = 1, 5, 5 + r = np.sqrt(2) + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + expected_indices = [] + for idx in all_sensors: + x, y = np.unravel_index(idx, (nx, ny)) + if (x - 2)**2 + (y - 2)**2 < r**2: + expected_indices.append(idx) + expected = np.array(expected_indices) + assert np.array_equal(np.sort(result), np.sort(expected)) + +def test_get_constrained_sensors_indices_distance_single_sensor_grid(): + """Test that the function handles 1x1 grid.""" + nx, ny = 1, 1 + all_sensors = np.array([0]) + piv = np.array([0]) + j, r = 1, 1.0 + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + expected = np.array([0]) + assert np.array_equal(result, expected) + +def test_get_constrained_sensors_indices_distance_no_sensors_in_radius(): + """Test that the function handles case where no sensors are within radius.""" + piv = np.array([12]) + all_sensors = np.arange(25) + j, r, nx, ny = 1, 0.1, 5, 5 + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + assert len(result) <= 1 + if len(result) == 1: + assert result[0] == 12 + +def test_get_constrained_sensors_indices_distance_large_j_value(): + """Test that the function raises IndexError when j causes out-of-bounds access.""" + piv = np.array([5, 10, 15]) + all_sensors = np.arange(25) + j, r, nx, ny = 10, 2.0, 5, 5 + with pytest.raises(IndexError): + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + +def test_get_constrained_sensors_indices_distance_subset_sensors(): + """Test that the function handles subset of sensors correctly.""" + all_sensors = np.array([0, 5, 10, 15, 20]) + piv = np.array([10]) + j, r, nx, ny = 1, 3.0, 5, 5 + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + assert all(sensor in all_sensors for sensor in result) + x_ref, y_ref = np.unravel_index(10, (nx, ny)) + for sensor in result: + x, y = np.unravel_index(sensor, (nx, ny)) + distance_sq = (x - x_ref)**2 + (y - y_ref)**2 + assert distance_sq < r**2 + +def test_get_constrained_sensors_indices_distance_invalid_sensor_index(): + """Test that the function handles invalid sensor indices in piv.""" + piv = np.array([100]) # Invalid index for 5x5 grid + all_sensors = np.arange(25) + j, r, nx, ny = 1, 2.0, 5, 5 + with pytest.raises(ValueError): + result = get_constrained_sensors_indices_distance( # noqa:F841 + j, piv, r, nx, ny, all_sensors + ) + +def test_get_constrained_sensors_indices_distance_negative_radius(): + """Test that the function handles negative radius.""" + piv = np.array([12]) + all_sensors = np.arange(25) + j, r, nx, ny = 1, -1.0, 5, 5 + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + assert len(result) >= 1 + +def test_get_constrained_sensors_indices_distance_zero_radius(): + """Test that the function handles zero radius.""" + piv = np.array([12]) + all_sensors = np.arange(25) + j, r, nx, ny = 1, 0.0, 5, 5 + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + assert len(result) == 0 + +def test_get_constrained_sensors_indices_distance_rectangular_grid(): + """Test that the function handles rectangular (non-square) grids.""" + nx, ny = 2, 8 + all_sensors = np.arange(nx * ny) + piv = np.array([5]) + j, r = 1, 2.0 + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + expected_indices = [] + for idx in all_sensors: + x, y = np.unravel_index(idx, (nx, ny)) + if (x - 0)**2 + (y - 5)**2 < r**2: + expected_indices.append(idx) + expected = np.array(expected_indices) + assert np.array_equal(np.sort(result), np.sort(expected)) + +def test_get_constrained_sensors_indices_distance_single_sensor_in_all_sensors(): + """Test that the function handles single sensor in all_sensors array.""" + piv = np.array([12]) + all_sensors = np.array([12]) + j, r, nx, ny = 1, 2.0, 5, 5 + result = get_constrained_sensors_indices_distance( + j, piv, r, nx, ny, all_sensors + ) + expected = np.array([12]) + assert np.array_equal(result, expected) + +def test_get_constrained_sensors_indices_distance_df_empty_dataframe(): + """Test that the function handles empty DataFrame.""" + piv = np.array([0]) + df = pd.DataFrame({}, columns=["x", "y"]) + all_sensors = np.array([]) + j, r = 1, 2.0 + with pytest.raises(KeyError): + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + +def test_get_constrained_sensors_indices_distance_df_empty_all_sensors(): + """Test that the function handles empty all_sensors array.""" + piv = np.array([0]) + df = pd.DataFrame({"x": [1, 2, 3], "y": [4, 5, 6]}) + all_sensors = np.array([]) + j, r = 1, 2.0 + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + assert len(result) == 0 + +def test_get_constrained_sensors_indices_distance_df_empty_piv(): + """Test that the function handles empty piv array.""" + piv = np.array([]) + df = pd.DataFrame({"x": [1, 2, 3], "y": [4, 5, 6]}) + all_sensors = np.array([0, 1, 2]) + j, r = 1, 2.0 + with pytest.raises(IndexError): + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + +def test_get_constrained_sensors_indices_distance_df_j_zero(): + """Test that the function handles j=0 correctly.""" + piv = np.array([0, 1, 2]) + df = pd.DataFrame({"x": [0, 5, 10], "y": [0, 0, 0]}) + all_sensors = np.array([0, 1, 2]) + j, r = 0, 3.0 + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + expected_indices = [] + current_x, current_y = 0, 0 + for idx in all_sensors: + x, y = df.loc[idx, "x"], df.loc[idx, "y"] + if (x - current_x)**2 + (y - current_y)**2 < r**2: + expected_indices.append(idx) + expected = np.array(expected_indices) + assert np.array_equal(np.sort(result), np.sort(expected)) + +def test_get_constrained_sensors_indices_distance_df_basic_functionality(): + """Test basic functionality with simple DataFrame.""" + piv = np.array([1]) + df = pd.DataFrame({ + "x": [0, 5, 10, 15, 20], + "y": [0, 0, 0, 0, 0] + }) + all_sensors = np.array([0, 1, 2, 3, 4]) + j, r = 1, 6.0 + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + expected_indices = [] + current_x, current_y = 5, 0 + for idx in all_sensors: + x, y = df.loc[idx, "x"], df.loc[idx, "y"] + if (x - current_x)**2 + (y - current_y)**2 < r**2: + expected_indices.append(idx) + expected = np.array(expected_indices) + assert np.array_equal(np.sort(result), np.sort(expected)) + +def test_get_constrained_sensors_indices_distance_df_large_radius(): + """Test that the function handles very large radius correctly.""" + piv = np.array([2]) + df = pd.DataFrame({ + "x": [0, 5, 10, 15, 20], + "y": [0, 5, 10, 15, 20] + }) + all_sensors = np.array([0, 1, 2, 3, 4]) + j, r = 1, 100.0 + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + assert np.array_equal(np.sort(result), np.sort(all_sensors)) + +def test_get_constrained_sensors_indices_distance_df_small_radius(): + """Test that the function handles very small radius correctly.""" + piv = np.array([2]) + df = pd.DataFrame({ + "x": [0, 5, 10, 15, 20], + "y": [0, 5, 10, 15, 20] + }) + all_sensors = np.array([0, 1, 2, 3, 4]) + j, r = 1, 0.5 + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + expected = np.array([2]) + assert np.array_equal(result, expected) + +def test_get_constrained_sensors_indices_distance_df_missing_column(): + """Test that the function handles missing column names.""" + piv = np.array([0]) + df = pd.DataFrame({"x": [1, 2, 3], "y": [4, 5, 6]}) + all_sensors = np.array([0, 1, 2]) + j, r = 1, 2.0 + with pytest.raises(KeyError): + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "z", "y" + ) + +def test_get_constrained_sensors_indices_distance_df_invalid_sensor_index(): + """Test that the function handles invalid sensor indices in piv.""" + piv = np.array([10]) + df = pd.DataFrame({"x": [1, 2, 3], "y": [4, 5, 6]}) + all_sensors = np.array([0, 1, 2]) + j, r = 1, 2.0 + with pytest.raises(KeyError): + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + +def test_get_constrained_sensors_indices_distance_df_invalid_all_sensors_index(): + """Test that the function handles invalid indices in all_sensors.""" + piv = np.array([0]) + df = pd.DataFrame({"x": [1, 2, 3], "y": [4, 5, 6]}) + all_sensors = np.array([0, 1, 10]) + j, r = 1, 2.0 + with pytest.raises(KeyError): + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + +def test_get_constrained_sensors_indices_distance_df_large_j_value(): + """Test that the function raises IndexError when j causes out-of-bounds access.""" + piv = np.array([0, 1, 2]) + df = pd.DataFrame({"x": [1, 2, 3, 4, 5], "y": [1, 2, 3, 4, 5]}) + all_sensors = np.array([0, 1, 2, 3, 4]) + j, r = 10, 2.0 + with pytest.raises(IndexError): + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + +def test_get_constrained_sensors_indices_distance_df_large_j_value_valid(): + """Test that the function handles j larger than expected but within piv bounds.""" + piv = np.array([0, 2, 4]) + df = pd.DataFrame({"x": [0, 1, 2, 3, 4], "y": [0, 1, 2, 3, 4]}) + all_sensors = np.array([0, 1, 2, 3, 4]) + j, r = 3, 2.0 + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + expected_indices = [] + current_x, current_y = 4, 4 + for idx in all_sensors: + x, y = df.loc[idx, "x"], df.loc[idx, "y"] + if (x - current_x)**2 + (y - current_y)**2 < r**2: + expected_indices.append(idx) + expected = np.array(expected_indices) + assert np.array_equal(np.sort(result), np.sort(expected)) + +def test_get_constrained_sensors_indices_distance_df_subset_sensors(): + """Test that the function handles subset of sensors correctly.""" + piv = np.array([2]) + df = pd.DataFrame({ + "x": [0, 1, 2, 3, 4, 5], + "y": [0, 1, 2, 3, 4, 5] + }) + all_sensors = np.array([0, 2, 4]) + j, r = 1, 3.0 + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + assert all(sensor in all_sensors for sensor in result) + current_x, current_y = df.loc[2, "x"], df.loc[2, "y"] + for sensor in result: + x, y = df.loc[sensor, "x"], df.loc[sensor, "y"] + distance_sq = (x - current_x)**2 + (y - current_y)**2 + assert distance_sq < r**2 + +def test_get_constrained_sensors_indices_distance_df_negative_radius(): + """Test that the function handles negative radius.""" + piv = np.array([1]) + df = pd.DataFrame({"x": [0, 5, 10], "y": [0, 0, 0]}) + all_sensors = np.array([0, 1, 2]) + j, r = 1, -1.0 + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + assert len(result) >= 1 + +def test_get_constrained_sensors_indices_distance_df_zero_radius(): + """Test that the function handles zero radius.""" + piv = np.array([1]) + df = pd.DataFrame({"x": [0, 5, 10], "y": [0, 0, 0]}) + all_sensors = np.array([0, 1, 2]) + j, r = 1, 0.0 + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + assert len(result) == 0 + +def test_get_constrained_sensors_indices_distance_df_different_column_names(): + """Test that the function handles different column names.""" + piv = np.array([1]) + df = pd.DataFrame({ + "longitude": [0, 5, 10], + "latitude": [0, 5, 10] + }) + all_sensors = np.array([0, 1, 2]) + j, r = 1, 8.0 + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "longitude", "latitude" + ) + expected_indices = [] + current_x, current_y = 5, 5 + for idx in all_sensors: + x, y = df.loc[idx, "longitude"], df.loc[idx, "latitude"] + if (x - current_x)**2 + (y - current_y)**2 < r**2: + expected_indices.append(idx) + expected = np.array(expected_indices) + assert np.array_equal(np.sort(result), np.sort(expected)) + +def test_get_constrained_sensors_indices_distance_df_float_coordinates(): + """Test that the function handles float coordinates.""" + piv = np.array([1]) + df = pd.DataFrame({ + "x": [0.5, 2.3, 4.7, 6.1], + "y": [1.2, 3.4, 5.6, 7.8] + }) + all_sensors = np.array([0, 1, 2, 3]) + j, r = 1, 3.0 + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + expected_indices = [] + current_x, current_y = 2.3, 3.4 + for idx in all_sensors: + x, y = df.loc[idx, "x"], df.loc[idx, "y"] + if (x - current_x)**2 + (y - current_y)**2 < r**2: + expected_indices.append(idx) + expected = np.array(expected_indices) + assert np.array_equal(np.sort(result), np.sort(expected)) + +def test_get_constrained_sensors_indices_distance_df_with_nan_values(): + """Test that the function handles NaN values in DataFrame.""" + piv = np.array([0]) + df = pd.DataFrame({ + "x": [1, np.nan, 3, 4], + "y": [1, 2, np.nan, 4] + }) + all_sensors = np.array([0, 1, 2, 3]) + j, r = 1, 2.0 + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + for sensor in result: + x, y = df.loc[sensor, "x"], df.loc[sensor, "y"] + assert not (pd.isna(x) or pd.isna(y)) + +def test_get_constrained_sensors_indices_distance_df_single_sensor(): + """Test that the function handles single sensor in all_sensors array.""" + piv = np.array([1]) + df = pd.DataFrame({ + "x": [0, 5, 10], + "y": [0, 5, 10] + }) + all_sensors = np.array([1]) + j, r = 1, 2.0 + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + expected = np.array([1]) + assert np.array_equal(result, expected) + +def test_get_constrained_sensors_indices_distance_df_boundary_radius(): + """Test that the function handles radius exactly on distance boundary.""" + piv = np.array([0]) + df = pd.DataFrame({ + "x": [0, 1, 0, 1], + "y": [0, 0, 1, 1] + }) + all_sensors = np.array([0, 1, 2, 3]) + j, r = 1, np.sqrt(2) + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + expected_indices = [] + current_x, current_y = 0, 0 + for idx in all_sensors: + x, y = df.loc[idx, "x"], df.loc[idx, "y"] + if (x - current_x)**2 + (y - current_y)**2 < r**2: + expected_indices.append(idx) + expected = np.array(expected_indices) + assert np.array_equal(np.sort(result), np.sort(expected)) + +def test_get_constrained_sensors_indices_distance_df_does_not_modify_input(): + """Test that the function does not modify input DataFrame or arrays.""" + piv = np.array([0, 1]) + df = pd.DataFrame({ + "x": [0, 5, 10], + "y": [0, 5, 10] + }) + all_sensors = np.array([0, 1, 2]) + j, r = 1, 6.0 + piv_copy = piv.copy() + df_copy = df.copy() + all_sensors_copy = all_sensors.copy() + + result = get_constrained_sensors_indices_distance_df( + j, piv, r, df, all_sensors, "x", "y" + ) + assert np.array_equal(piv, piv_copy) + assert df.equals(df_copy) + assert np.array_equal(all_sensors, all_sensors_copy) class TestBaseConstraint: diff --git a/tests/utils/test_norm_calc.py b/tests/utils/test_norm_calc.py index 6ef2b6e..0e73c5a 100644 --- a/tests/utils/test_norm_calc.py +++ b/tests/utils/test_norm_calc.py @@ -2,7 +2,7 @@ import numpy as np import pytest - +import pandas as pd from pysensors.utils._norm_calc import distance, exact_n, max_n, predetermined @@ -378,3 +378,146 @@ def test_predetermined_dimension_matching(): didx = np.isin(piv[j:], lin_idx, invert=invert_condition) expected[didx] = 0 assert np.array_equal(result, expected) + +def test_distance_missing_info_parameter(): + """Test that the function raises ValueError when 'info' parameter is missing.""" + dlens = np.array([1.0, 2.0, 3.0, 4.0]) + piv = np.array([0, 1, 2, 3]) + j = 0 + with pytest.raises(ValueError) as excinfo: + from pysensors.utils._norm_calc import distance + result = distance(dlens, piv, j, r=2.0, all_sensors=np.array([0, 1, 2, 3])) # noqa:F841 + assert "Must provide 'info' parameter as a np.darray or dataframe" in str(excinfo.value) + +def test_distance_missing_r_parameter(): + """Test that the function raises ValueError when 'r' parameter is missing.""" + dlens = np.array([1.0, 2.0, 3.0, 4.0]) + piv = np.array([0, 1, 2, 3]) + j = 0 + info = np.zeros((5, 5)) + with pytest.raises(ValueError) as excinfo: + from pysensors.utils._norm_calc import distance + result = distance(dlens, piv, j, info=info, all_sensors=np.array([0, 1, 2, 3])) + assert "Must provide 'r' parameter for radius constraints" in str(excinfo.value) + +def test_distance_negative_radius(): + """Test that the function raises ValueError when radius is negative.""" + dlens = np.array([1.0, 2.0, 3.0, 4.0]) + piv = np.array([0, 1, 2, 3]) + j = 0 + info = np.zeros((5, 5)) + with pytest.raises(ValueError) as excinfo: + from pysensors.utils._norm_calc import distance + result = distance(dlens, piv, j, info=info, r=-1.0, all_sensors=np.array([0, 1, 2, 3])) + assert "Radius 'r' must be positive, got -1.0" in str(excinfo.value) + +def test_distance_zero_radius(): + """Test that the function raises ValueError when radius is zero.""" + dlens = np.array([1.0, 2.0, 3.0, 4.0]) + piv = np.array([0, 1, 2, 3]) + j = 0 + info = np.zeros((5, 5)) + with pytest.raises(ValueError) as excinfo: + from pysensors.utils._norm_calc import distance + result = distance(dlens, piv, j, info=info, r=0.0, all_sensors=np.array([0, 1, 2, 3])) + assert "Radius 'r' must be positive, got 0.0" in str(excinfo.value) + +def test_distance_numpy_array_missing_nx(): + """Test that the function raises ValueError when nx is missing for numpy array.""" + dlens = np.array([1.0, 2.0, 3.0, 4.0]) + piv = np.array([0, 1, 2, 3]) + j = 0 + info = np.zeros((5, 5)) + with pytest.raises(ValueError) as excinfo: + from pysensors.utils._norm_calc import distance + result = distance(dlens, piv, j, info=info, r=2.0, all_sensors=np.array([0, 1, 2, 3])) + assert "Must provide nx parameter" in str(excinfo.value) + +def test_distance_numpy_array_missing_ny(): + """Test that the function raises ValueError when ny is missing for numpy array.""" + dlens = np.array([1.0, 2.0, 3.0, 4.0]) + piv = np.array([0, 1, 2, 3]) + j = 0 + info = np.zeros((5, 5)) + with pytest.raises(ValueError) as excinfo: + from pysensors.utils._norm_calc import distance + result = distance(dlens, piv, j, info=info, r=2.0, nx=5, all_sensors=np.array([0, 1, 2, 3])) + assert "Must provide nx parameter" in str(excinfo.value) + +def test_distance_dataframe_missing_x_axis(): + """Test that the function raises Exception when X_axis is missing for DataFrame.""" + dlens = np.array([1.0, 2.0, 3.0, 4.0]) + piv = np.array([0, 1, 2, 3]) + j = 0 + info = pd.DataFrame({"x": [0, 1, 2, 3, 4], "y": [0, 1, 2, 3, 4]}) + with pytest.raises(Exception) as excinfo: + from pysensors.utils._norm_calc import distance + result = distance(dlens, piv, j, info=info, r=2.0, Y_axis="y", all_sensors=np.array([0, 1, 2, 3])) + assert "Must provide X_axis as **kwargs as your data is a dataframe" in str(excinfo.value) + +def test_distance_dataframe_missing_y_axis(): + """Test that the function raises Exception when Y_axis is missing for DataFrame.""" + dlens = np.array([1.0, 2.0, 3.0, 4.0]) + piv = np.array([0, 1, 2, 3]) + j = 0 + info = pd.DataFrame({"x": [0, 1, 2, 3, 4], "y": [0, 1, 2, 3, 4]}) + with pytest.raises(Exception) as excinfo: + from pysensors.utils._norm_calc import distance + result = distance(dlens, piv, j, info=info, r=2.0, X_axis="x", all_sensors=np.array([0, 1, 2, 3])) + assert "Must provide Y_axis as **kwargs as your data is a dataframe" in str(excinfo.value) + +def test_distance_invalid_info_type(): + """Test that the function raises ValueError when info is neither numpy array nor DataFrame.""" + dlens = np.array([1.0, 2.0, 3.0, 4.0]) + piv = np.array([0, 1, 2, 3]) + j = 0 + info = "invalid_type" + with pytest.raises(ValueError) as excinfo: + from pysensors.utils._norm_calc import distance + result = distance(dlens, piv, j, info=info, r=2.0, all_sensors=np.array([0, 1, 2, 3])) + assert "'info' parameter must be either np.ndarray or pd.DataFrame" in str(excinfo.value) + +def test_distance_j_equals_piv_length(): + """Test that the function handles j equal to piv length.""" + dlens = np.ones(3) + piv = np.array([0, 5, 10]) + j = 3 + info = np.zeros((5, 5)) + all_sensors = np.array([0, 5, 10]) + from pysensors.utils._norm_calc import distance + result = distance( + dlens.copy(), piv, j, + info=info, r=2.0, nx=5, ny=5, all_sensors=all_sensors + ) + assert isinstance(result, np.ndarray) + assert len(result) == len(dlens) + assert np.array_equal(result, dlens) + +def test_distance_single_sensor_piv(): + """Test that the function handles single sensor in piv.""" + dlens = np.array([1.0]) + piv = np.array([12]) + j = 0 + info = np.zeros((5, 5)) + all_sensors = np.array([12]) + from pysensors.utils._norm_calc import distance + result = distance( + dlens.copy(), piv, j, + info=info, r=2.0, nx=5, ny=5, all_sensors=all_sensors + ) + assert isinstance(result, np.ndarray) + assert len(result) == len(dlens) + +def test_distance_j_greater_than_piv_length(): + """Test that the function handles j greater than piv length gracefully.""" + dlens = np.ones(3) + piv = np.array([0, 1, 2]) + j = 5 + info = np.zeros((5, 5)) + all_sensors = np.array([0, 1, 2]) + from pysensors.utils._norm_calc import distance + with pytest.raises(IndexError): + result = distance( + dlens.copy(), piv, j, + info=info, r=2.0, nx=5, ny=5, all_sensors=all_sensors + ) \ No newline at end of file diff --git a/tests/utils/test_user_function.py b/tests/utils/test_user_function.py index 54fd618..21e2702 100644 --- a/tests/utils/test_user_function.py +++ b/tests/utils/test_user_function.py @@ -1,2 +1,3 @@ + def test_user_function(): - return 1 + return 1 \ No newline at end of file From 675872c968cb92b6818ba4d39ca23f4e7e355061 Mon Sep 17 00:00:00 2001 From: Niharika Karnik Date: Thu, 3 Jul 2025 08:34:47 -0700 Subject: [PATCH 5/7] Changing names and revising notebooks, fixing pre commit issues --- ...b => OPTI-TWIST_constrained_sensing.ipynb} | 29 +- ...ynb => Olivetti_constrained_sensing.ipynb} | 1006 +++---- ...e.ipynb => polynomial_curve_fitting.ipynb} | 0 examples/spatial_constrained_qr.ipynb | 2339 +++++++++++++++++ examples/spatially_constrained_qr.ipynb | 2290 ---------------- pysensors/utils/_constraints.py | 2 +- tests/utils/test_constraints.py | 211 +- tests/utils/test_norm_calc.py | 107 +- tests/utils/test_user_function.py | 3 +- 9 files changed, 2870 insertions(+), 3117 deletions(-) rename examples/{simulation_constrained_sensing.ipynb => OPTI-TWIST_constrained_sensing.ipynb} (59%) rename examples/{functional_constraints_class.ipynb => Olivetti_constrained_sensing.ipynb} (50%) rename examples/{vandermonde.ipynb => polynomial_curve_fitting.ipynb} (100%) create mode 100644 examples/spatial_constrained_qr.ipynb delete mode 100644 examples/spatially_constrained_qr.ipynb diff --git a/examples/simulation_constrained_sensing.ipynb b/examples/OPTI-TWIST_constrained_sensing.ipynb similarity index 59% rename from examples/simulation_constrained_sensing.ipynb rename to examples/OPTI-TWIST_constrained_sensing.ipynb index 6c17a31..d4ec304 100644 --- a/examples/simulation_constrained_sensing.ipynb +++ b/examples/OPTI-TWIST_constrained_sensing.ipynb @@ -5,7 +5,7 @@ "metadata": {}, "source": [ "# Constrained Sensing for Simulation of a Fuel Rod \n", - "This notebook explores the `PySensors` General QR `GQR` optimizer and the `constraints` class within `utils` for spatially-constrained sparse sensor placement (for reconstruction) of the temperature field within an electrically heated fuel rod prototype.\n", + "This notebook explores the `PySensors` General QR `GQR` optimizer and the `constraints` class within `utils` for spatially-constrained sparse sensor placement (for reconstruction) of the temperature field within an electrically heated fuel rod prototype (OPTI-TWIST). \n", "\n", "The General QR algorithm was devised specifically to solve such problems. The `PySensors` object implementing this method is named `GQR` and in this notebook we'll demonstrate its use on a temperature field reconstruction problem.\n", "\n", @@ -609,6 +609,13 @@ "axes.set_aspect(0.7)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "When working with dataframe data, you need to specify the column names for your axes: provide the x and y column names for 2D visualizations and constraint definitions, or x, y, and z column names for 3D visualizations and constraint definitions." + ] + }, { "cell_type": "code", "execution_count": 9, @@ -947,7 +954,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1109,9 +1116,9 @@ " \n", " \n", " 7\n", - " 16921.0\n", - " 0.000000\n", - " 0.061600\n", + " 16890.0\n", + " 0.000154\n", + " 0.061574\n", " \n", " \n", "\n", @@ -1126,7 +1133,7 @@ "4 35723.0 0.006281 -0.377601\n", "5 2620.0 0.000124 -0.009141\n", "6 21714.0 0.004854 0.200180\n", - "7 16921.0 0.000000 0.061600" + "7 16890.0 0.000154 0.061574" ] }, "execution_count": 21, @@ -1153,7 +1160,7 @@ "outputs": [ { "data": { - "image/png": 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", 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tdkYs4iQWcZJM1zi0L0qtbvDDN+fYvT3Eob1R/D4FWRYxLZO1g14G+z384PUZZheqVGt2Lv5br3UjCEtsD1WV6OnyEo246Gx3MZ+okck22LE1TDDgwOOSCAUdPHhUYiFZ5+WjfpTmddR1k+t38oRDCl9/tYv5hSpzyRrhoANZFnnhSBvziRrpbIOBXk/re8sRDCh0xJ3s2RFGFODU+QzVqkk0rPLcgTbyhQZXbubwuGSyuQa1usG6IR9+n0I85mTX1oj9zigSf/NbfQiAJNnnNz1b4fLNPF6fg2BAYc+2EG63wt4dQT4+myKZqNPT6eb//HfWUq0ZxCIqYEcnsgQdESdbNwa5c79AraEzMV3ltVc66Ol0k8nU+dG782xe5+Pg7gh+v/2c+Lz2M/TR6QQ37hT49i91s2bQy/Cgj0y2wdRMlfVr/Xjc4HHLFCs6w4NuAn6JG3cKPLc/iiSK9HR7uHwzR6NhISv2OyFLFrK06uH/QuCLMKYUCRDBaNg/6wYE/RKFkkG5YufFRVHEskxMEyo1k4eTVY4djOH2SDyaqgIWlYpJOq/x8ZkkQwNetm4IIAgWhgnr1/h4MFGhVNS5ciPH3dECqiox1ONh/84Qiixw8VoWUayzb2eENf0eZFHkw9NJNm/w893XZ9i1NcSh3WGef64NlyqybVOI9z9e4NKNLBvX+TmyL0ZH3NU6r4VUnT/67hTbNgU4si/Kay+309vtRlUlhge9/MkPJnk4UWXNgJuBHjeiKNDb5f7Ma5UraqSzNRqaScCnMNTvRTcsDu4Jo+sm33t9hvGJCp3tT25n8SVcRLGks5Cs0x53smkk0Nq3ZVkIgkAs4sDvc7CQqJHtbhAKOFrfVR1LRqst6uT5w87WzzfvFJieq9LV7qKrUyLgXyqsyZLIkf0RPjmfweWSGOh1cetegaE+D06n/UL7fQpffrG9ZeDb25a2vRx3R0uksw1eORZnw7CPas1g/Rpfy9Bdv5Vneq7Ky8fifP3LXUxOlWmL2tvKF3QURWgtbotwOSV6u9x0d7iwLNtojgz7efPEHH6fQsBnL2iL+wDQdQuHJJIv2JFgd6ebV4+343bZ5+P1yKwZ8LJm4KmngWVZfHQmxYOHJQZ73fR2e/j1b/TgcIhUawanzqcAiw3rAuzcHMSCFQZ9cR9L13jp95pm8L3XZyhXDb7+aifhoKN1Pa/ezHHxWpZvvdbN7u0RJPHJ7UgSSM17PZ+s0d/tZv/OECfPpnCpEls3BdixKcCVGznyRZ1De5ccDID+Hg/7d5vcuFvg9v0iu7eF6Gx34XCIK56LhUSNO6Ml3B4He7aHyBc1btwt0NftZt2gl2rVQNMMcEl2mlgQVyzYf1FYbbz6nDCtz38TGrqdt29tw4RqzUDXobPdgcslUShq6HZWA0M3cDtFNg77GH1YJp2u4XCIdHaoqIqI4hCo1XUO74tQr1ukMw3OXcrickrolsnLR9vYvS1EuaSzkK7R3+Ph3KUMhaJOIOCgWDIolnQ+PpdkZNjDUK+H5w+1EfDLnPo0Q71qcPZilumZMuGwg4FeD7oOqkNacV4el0xn3ImiwI/fmaOuWbTF7AXh/liRTK7BuiFPczGzX/x8QaNS0Z95rUbW+ujp9HDxaobxiRLZXINUuk5ft4dS2aBet0D42byfWt2gVNY5uj/Kjs1BAOYTVd44MU8urxENq7x6PI4ii7z/cYJCUaOhmUzPVtH1Z0dynR1OBvs9bN8SZMOwv/X7YknnrQ/mGX1Y4tjBGK8cawdB4MadPLmCtmIb6Uyda7dyn7mfnVuCPHcgitMp0dXuwjSt1ucfTVWo1Q2Gh7yoDjtC2r4lRMCvoBsWJ88keO9kgvozUgOiKLQMqiwJ7NgSZOM6HzMLNao1o7UYWZbFzHyNbZsDrBnwIopQb5hcvJrlwaNya3u6YZFK1zHNJ++NIAj0dLg4sj/KnQclLlzNEo2o+H0KLqdEd4cLl1Oip8OFppucOLnAzFyV0fEi9x4UMU0Lw3j6PZckka4OF7u2hiiWNM5eTPNosszNuwX8foWOuIuhfh+JZI0/+f4UqUx96buiiIWAhH2ummbS0+Wmv9dDNttgZqFKKOBg59YQsiwSCjr44ZsznL2Ubm2jv9fDy0fjSJKA6hBxqhIet8xAr6e1MGWydcYnyjR0C59Ppq/HjoIqVZ0L17K0xZx0dbgwzaXrZTWv/V80Vj38zwnL/PwpnUV43FCu2P+u1mze7t/4Wje//3+MYxp2IVORLfp67FD2R+/MUi7pyIqA6pB48bkYt+4VsSwBEPn4TBKfVyLepvJgvMz6tV7+7m8MEo+qzCfqXFGzfHwmRTCg8uoLHVy8lsXvlUhnNOYTVRYSNWbn6mzbKLF7e4gbd/KEggJYsHbAy3unk2DB11/tRNcsAn6FR1MVJBFiEZVzF1OoTomx8TI+v9JKhwA4HBIb1vrZvS1ENq9Rqer85N05GnWTaETl6MEnB/KUKzrr13gRschkGpTiBpPTtrH8yovtBAIOnjsYZefm0BMNK49D00zujhbRdJPRh2WGh2zDLIoCsiIiCHaKTVFE1q/1USrruN0ys/NVPj6T4vjhGJ3trqduuyPuwuWU0XUTSVpaBN0uCdOymJiqsGdbGFkW8dZNhoe8xCKOFduYT9YZf1RhqN+L97Hz0HWTVKZBNKLibnroWzcF2LDej9pMhU1OVyiUNPbvirSMs2laXL6eJeC3I6PzlzKMTZRXLErPQiyi8nCyzPZNQSRpqQGo0TC5fjtPR9zJS0fbATAMi442J+GgfU7ziSrvn0pSb5i8ciz+1Ou2c1sIy7J48LCE1yOTytQZe1Siq93FsYNRrt7Mc/6ynTMP+m0n6E7z/iUzdbI5jVePx5+456Io8PVXOxEEgfc+XiCVrnPvQZFa3eTowSjhoMrsfIV8XuP+mO2BR8N2Sse0TLAsrOb1O7gnimXBzHyN2/cLjAz7EARojzn5rb/Rx8R0mf/03SkO7o6wf2ekdQyCIPC1lzs5vDdKKLjyPi8ka3z3J9PMJ+q8fDzOoT12hHD9do5CUSOX13A5Jb7yYkfrPgoCiD8THeTzY9Xgf07IkvTTP/QMNJY5eYIAmPD6+/OYVvMmiwLBoBPLNBmfKFMoaOzaHiKZqpFIN/izH85SrZns2uIjk9e5csv2YmRZZON6P7IscuFKFsuwmE3U2LM9RCav0dWu4lAEEsk690briKJAV7uTSMRJuWzwaLLM2YsZ6ppFOKjQ1+1iz/YgZy/lCPgksjmNa7fytMeK5EsGAZ9CJKxS1yzW9Lu5N2ayZ3uYaFhleq5COt1gwzo//T1urt7M8XCiwvphL+WyXXQeHvI+9frcvV/kzoMCsiwyPOiloZsM9rtxu2RkWaS304XXJXHzboGFVJ2XjsZX5OuXwzQtiiWddLZBrW5CM1HQFnVydL+CoojkCxrnL2fYuiHAyLCffEHDNEyOHYrRFlWfeR8rVYMfvT1LW1Tl1efbW7+XJIHjB2NU60uL0eR0hfFHZdYO+PB5ReoNE0M3GRn2M9jneSLlAjCfqPPRmSTHDsXoanfR0Ezu3C/Q2+XG1UwL7d0ZxjStFWkP07RIpBuYFuzcEsLpFCkUdfIFbUV6Yfl5uJx26iCb17hyM8/OLUHujhYZ6POweSSAqkocPxRbkeKSJIGtmwJoutXcL7idEm1RlXOXshw7JBEKOJiaqSDLQisNKAgCawdtp2B0vMjd0RK37hY5dijG5g0B+ns9uJwi/b1u4jEn0YiKZcGnV9Lce1Bk/Vov5bLdHzGydsm5WLzWXe0uZhfqTEyX6e1yozokGprFzGyVjSN+1gzataqeLjdOp2SntAQBsxk9LN6LQlHDMCGb16g3TFxOif4eD1OzFUQsYuGVRn3xmkQjTz4z6Uyd2/cL7N0R5vC+WMvrz+c1Uuk6rx5vpyPuXJG+MS3bw/95pHRWDf7nxBf173s7HEzONVb8bmDAy+hYCU23qZnbtwT56JQdLq4ZcNE17Mfjlrk6X0eUBOYXqvg8Ep9eybJra5B9u8Kcu5ShoZlsHglw/WYOt1tmqN9NQzOp1Uz6e7w8mqoyt1AnHnVw614eSRLZvT3Mlg0B7twvUqvbDTDVVJ1b9/Lce1BkZDjA8UMxdN3kOz+a4vL1LMGAwm/8Sh/tbS7cLokvPd+OppnEIk4iIQc/eXeW0TGbr9/T5SYcctDVYedTHz4qI8kCpkWraPY4htd4mZqrEAo46Opy88HHCUKBKNEu+/PXbuc5dyHNumE/bVEV6TMKKqoq8fKxOPfG7Gux6D0lUnX+7EdT7NkWYs+OMMcPtbWM4bVbOR5OVvjW17o+M3pwqiKKLJLJ1dENq/USV2sG4ZC6wjhuGPbR1+1u1RcuXs2QzjZ49Xg7AnB/vER/j3vFwhWLqhzaG2ldp0rF4MHDMk5VanmQqkMkm28gikJrf7Is8tJzbYiiXQCOhp1cubGA0ynRaNgNZIvedyJV59S5FPt2hujqcNMWVXnpaByvWyJf1IiEHFRrBpIkPHWxuHQ9RyJpe62d7S6+9GI7Yw9LTM9VkSSBG7dznL2YYWjAu6LuA/bCNNTvpS3mJJmqE485cbskVFXih2/OkEzV+eZr3S1P3OuWcbsktIbJ1GyVcFABfE8c06aRAF0dLv7dHz/i0o08+3ZF2boxwIZhH+9+sMDNu0VePd6O3LzWoiBgWBbSY7faArwe2yGo1fTWIhuPqDhdEolM46dGmIsIh1UUSbAXkWXPitMlYyJQqepPGHYBm166WGv6i8RqDv9z4ovm1VRn86VsbQeO7A2h6XaB6le+1s34ozIN3X7YvF6F0Ycl6prF1hE/IZ9MMqPh9zmo1ExqmslQv5d4TGWoz2N3+5Zsj2R2vka1anDyTIbhQS/PH2rD45ZwOERiYQdet0Qm1yDoV7h6M8c7HyURBYtHU2UO74nwrde6UR0iyVSN05+mmJqpMtTvIeBzYFkWN+7keTRdsY2NKrFujY9MXuPMp2na25187aUOVIdAOtvg1t0ifd1uPB4FRRTRNJPJmSr6U3KyXo9Me5sLl8umdVoIREJLxmZmtorHK9PX5aJSNag3Pnv5lSTBTmdYcON2AcuyqFR1NM3C6ZQRBIFo2EEm26BWM/D7FDTNpFz5bEqcKAp87ZUOvvxC54o87Z/+cIrTn6ZW3ndVItxkIJXKOl0dLtYO+pBlgflknUvX7J6JFd9xiPT3eFqLgKqKHD8UY83AUmRUruh88EmSm3cLAGRzjaZHLbYWt2BA4YXn2hge9HL9ToGL17KtHLvHLdHd6cLnVWhoJtm8RjiooKoSu7eFaYuqvP9xggtXMoBdM3g0VWntvzPupL/X3Tr/qZkqV28V2L45hM8jM5eo4XRKrF+70jCXyjpvvjfPxHSFgE8hFnG0ohRDN5FEgd4eN2c+TfNw0q4RRMMqI8N+rt3K02gYbFof+Ix7DrpuEArKBPwysiTgckqkslUyuYb9rkiLqRPBDq2bj2K+0OCT8yl8Hpn9OyNomsXNu3nmE1XS2QbX7xbZMhLAMpdoxJlsg/GJMpZlcW+syPunFlhI1Fq1llDAwXMH2rAs+OFbs4yOFcjmG+zaEiQakrlzzy7Mz85XW+cgYH4h+vfPglUP//NC/GJ3IpOvIQA6S+3Y751K4nYJOBwWf/SdKRSHgMcNsiISCDgIV3SuXMsSDjlwOCSiEZGN630UyxqVqsH7JxM8mqqh6zqaZnvzO7f4eThZ5fiRAFev5/nkfJrtm4PMLlS5dDXH8JDN9miLqJgWRMMOnE6JdWv8BAMOEqkGG0cUzlxI82C8iGFCd5eLcsVk84iHcEjl/VMpIrNVvC6JSNiBIAgM9Xn4O78xSGe7yhsnFnj7wwVee6WDTK5BsaTz3IEos/NVrt7Kc/JMko3rfezYHFpB4RMEgX07w8zMV3njvRxrBzwsJGt2FBF1cvxQjEbD5PX35ilXNXZsCVKrgcMhfqbgVCanIYjw3skE0YiD3/3NAVSHiGVZ5PIaH51Jsm1jgLWDXnxeGdOymE9UaW97eg4fVrI9AMYmKszNV9m68enGqFzROfFRgsF+N1s3BgHo7nDi3Bd9ZsQDdo/CiZMLtMdsSiPYHnK+oLFuyEtX02O/fb9AItmgLeZcEWEsMo+Gh7woyhL10+OW2dvc3s27Be7cL/Dic3GCAXuBvTNaQJIFujttZtPdUXth6e+xf+7pctPTtXScfp9COKi0UkT7d0V4+4N5RsdKtEXU1n0WRQGXS0JRBO6OFvnOj6Y5fijGoX1RVFXiyy91kM7UuXW3gFMVW/vyuG0ZiGxBYyFZe2rUAXD5Wg5Nh+cPt7W8YztXbjedLTpeAIZhIlhWqwHr1r0i33t9Br9P4ejBNnq73bz94QJnLmT43d8cIBZx2JRgSSQYUMhk6/zBdyZxu2yqqGHYC+PNuwVePd7O8JAP1SHy1Vc6mZmt2P0vlzIYhsVrr3TxjS93U60Z/Mn3J0GAv/vrA7ach2X376+ydH4BIH3BnE6xZHcGAqjNZ7VQbLBp2I9pQqFs2pzguEpvl4djB6OkMg3qdQ0Bk0S6DpbFto0Bnj/cRl+Xh7GJEuMP86iqSEfcSSggk85pzS5IO20z0OemUNKYmCyjGeB0ijx3MIZpwbmLaRRFxOOWuXQtR1vMSWe7i3JZJ5GqUa2ZbFjnw+WUUGQLURSRJYG+bjf5QoMPPkmQL9iejiQJDPV7msVMg0rVIBZV6et2c+lajnJFp7PdRTyqYpgmDx6WSKTrT42Y2iI2e2bX1hBnL2X4yYn5lraQyy3RGXdyZF8MURB4+8MF7j0orvh+QzNXsFOe2x/l0O4IrmbaQBDgrQ/muT9WIuBXOLw3SjDgIJWuM9jn4dbdIucvZZ8ahSwiX7AX3UV0tKnEY0783qcbIlWVWDPooT2mMj5RJpfXGJuocOFqdsV2HocsCQz0eoiEHDQ0++HL5TU+PptCEoVWimfbpiBHDkRXGPtFVGsGF6/kuHmnQLVmPPG3uYUqPZ1OvM20k2VZzC7UcTtl+rptA39kf4wj+58stAOMPSpx+tMU+YJGtWYfo8+rsG9nhPlkjRt38szO28wnt0vi+cNtdHe4cTlFBnrd9PYsLaxaw+DdDxO4XPITFOCxh0V6O10M9Hqeeb08Hpl63aBUWmKCORQ7Bfc4JFs6qcXSmV+oomm2d60oIuvW+Fu5fEkWeW5/jLaok3DIdnLOXEgzv1Bj3ZAHl1OiPabaTKUm3XXxfsmSQF+Ph93bQ9wfK1Es6ThVkc0jQeJRJ/celPC67Agc7FQTovBzYemsGvzPiS/a/+ZzCyzaj3IVJAE64x7mklWKRZBFyOQMJFHif/pHI3x6OUupqOP3O/C4JbK5BpGoyro1AV57pYsdm8M8mixTqVlsGQkSj6k8eFTmwViJLZt87NgSZNe2ML/xK32cOpsildXp6bCN0uhYiWu3shiGxf7dYcoVDZ9Pprfbw65tIS5dz+F2SfR0OXE7JVxOmWLZ5NS5FCdOJtgw7OP5w21s3hDE4RBJpmtcv5VvhbE2NdDucO3tdrFmcCk9USrr6JrJxpEA5y6mmZqtPnGtFEWkp9ONJAqsGfRgmbYH++EnCWo1k+OH2xhZ68fhEOnqcD7BjDh1LsV//M4kCwl725IkoCgih/ZG2TBsF7cjIQc+r8037+50MT1X4eK1HLPzNTaN+Dm0L7qC770cDc3kvY8TvPX+fGth6Wx38ZWXOujtfnqfgSwJbB4J4PUqnLmQ4v7DEkG/TLzN+dRGpUXYuXgHn3ya4tzFTOv6HtgTaRljsD32xea1x6E6RLo6ndwfK3Hzbn7F3+p1g1LZIBZztc73wtUsPo/EwT3h1ufcLqnFu38cpbJOo2FiWhbLxUY62l1sbooL/uTdeW7fL6z4Xl+Ph9/8Vh+9XUsGXDdgZqFKMr3yuRjs9SDLImOPygifEc319dhF/um5KuUm/dfplBBEyBW0VoEWAEFcoY3S0e6ip8vF+KMio+Mlxidsem1vl4s794v88K0ZxieWWubXr/HZUaHPjtBGH5YwdIvDeyJcvJpdIbpWb5ikMnVcTntRnZqpMjVbwRJgqN+FYcLZ5v01LQvh55TTWTX4nxPmF+i0BZunrC1j6djNFSazcw0sIBwS0HRIZWpgwc17BbDA45JAEBFFaNRtVsaDh0Vef38WBIt4TGXX9iB3Rsu4muFgIW/gVCVS6To/eWeGbF7nV77SSSiocvVWjnS2hqqIlCo6siwyn2zYef+KTrWqs3nER0ebkwePyrjdMn09btYPedm9PURn3MmFq1mmZqtMz1Y4/WmK+USd++NFHk1V0HWTowdifOu1HtYMeolFnBSKGj98c5apmQr9PW7aYk6iQVvF8/FmqUUkUjX+5AdTFPINHA6BzriL3dvDK1Iplmmh6xaP60vFYyqabrKQbPA0qA6RvTvs1NFi7nTjugDbNwX44JMkUzOVZxpPAEUW6Om0O2Hnk3a+VhQF4jHnM1lDi2hoJoZhIVp2HWfP9tBTvfLluDdWolgxCIft6EGS7AY291MYPk9DoagzO28zZro7V6apJqerOBwCPc3iuq6baJqFZQk/tShpmhaaZrJhnR9ZEkhnNQSWjPEid76r3Y3LJTI+UX7WpgCYW6gyn6zR3eFCdcitfWRzDeqaSSbboFzWP7P50e4cd3PxapaLV7Ot4+jqcBNvc/Lh6WQr/45l2Sn85vZ6Op3EIg5UVeL+WIF7D0psGfEzPOTj0rUMV2/msZb1GawZ9PErX+2iXNE4cyHNjdt52tpcDA/52LE1RHenm1JZJ5Wp85N353jngwRDfW6O7I+hKALvnUwgCgIH9sSQZaGVwhIQsKxVls4vBCTx89MyFQV8fol80cCtQqVuh5OHdse4daeMYYDf76RYruPzKvzvfzBGPm/QHneBKHJ/vExH3MXeHSHujxX4f//+fXIFnV96tYuhfh//5g8f8miqwtEDMY4fjjE9W+XC1Qzf+dE0Ho+M36uwa1uYYlmnVNbsIlHdpKfbTTpd59e/0UOjYVKr6/zBH04SjzrZuTVEoWAwOV22W8RdPv74B3ZX7YHdEdwuibmEvTgN9XsQBfjRW7P09bh57ZXOFdxvt0tiIV2zW+fdEts2B+judLfyw0+DZUIy06BUMejtctHd6XoiT19vmCwk60TDjlaH6bVbOaZmK/z6L/ficT/7XjU0i7n5Gk5VoiPubP7OpFBsEAx+tiStIAjs2Bqmo93Fjdt5bt8r8NLR9hUUyWfB65bZsTVMvW7w4ekkxw/FnmCxPI4920JUKgaPJitsWOsnmbabh+Kxp3foPo7Rh0UKRZ2N6/z4Hqs9qKpIwKcgSiKFosZHp5NsHPEz0OOm3jA/czG6da/Ao8kKxw/H6Op0M7Iu0KImJlM1Ll7LMT1b4fjhOF97qRPrp3DL74+VuDtaJB5XW/WFRKrOR6eTbFjnxe2S2Lox8Jn1GkGAbL5OsawRj9nHkitoLCSrKLJAOORAkZtNZc0jMg17AXC7FKJhJ3OJOi5VIB53YiFgGBD0O9A0k9GHJXq63DgcS13Tum4rbB7cE6E97sTvU/D77GfovY8TXLiawaUKdHc6+drLnbhcMjfvFkhlG/aDjq3KuaVZ2xHFZvDxi8rSEQThFUEQ7gmC8EAQhP/bZ3zulwVBsARBeKp0518NfP5QS5FhesYO/XXTVozUdPiTHzxCM+yf1wx68bhF5ubqnLmYwu0W8HkkqlUdr0vgS8fbee9kgt//D+OUqwad7Sr7d0UwTYtq1VbqO7gnzE/emeN7P5nh/mieZLrO2kEPv/c3+8kXNZKpBpGQyshwAJ9X4dzFLK+fmOPm3QKFksbJs2k8LpmRYS+bR/z8vd8e5N5YmU/Op3jvVAJJEuhoc9LeZj/U64Z8rFvjI51t8PaHC0iKTQ18/ApFwypffbGDzev9nL2Y4dzF7GfmJwtFDU03WNPnRpagr9uWZVhI1bh0Ndti5/h9Cq8+376CvXLrXoEr1+20xbM81NHxIvMJW5Jg4zo/sws13nxvDkkS2LU1ROdnFGsXIUsC1Zrd1KUqEqIIlYpdPP8sKIrI5vV+Nq7zE4uoXLiaZWKqzNhneL9ut8yG9X6GB72IosCFq1kuXc899bOJVP2JPP3GdQGO7LcdgQcPV+5n3Rofh/ba6StFEQkGHLhUiRMnE/zpDyfJ5p8eJQEE/QqxqE1D3bczTF+3i+nZKsVig3c+SnB/vMiG9X76etwEA8oK6YrHYTeb1ckWG2BYqA6htY/NGwJMzdbIl3Qi4WcXuMGO3qpVC1mSWlFaKKDg9SjMzdfobXLwAQRBRMR24mo1g5n5KkcPxnhuf5Sp2Rr3H5So1w2OHYrR3u7EwuKT8xnuPihSruhkczYt9uiBCOGAYtNmHzvHtYOeZgQo0t7uptFUwUykbDnyT86niYZsPabFlJphWhg/J/nx/2yDLwiCBPxL4FVgA/BrgiBseMrnfMA/BM7/5+7zLxeff8VdfvN8HqGV2sk006nf+FI7omCQytgSsQd2t7FhrY+7YyWSqQZ9PR6u3cozt1AjHFT4ta/3Mjzo4w+/O8Wl6xkiISfFssZ7HyeYma+xbq2Pw/vb+OpLnSQSdd58f4Hrt3MEAwp9PW4M3WKg127o2bzez1yiRqGoNwu/DopFgzujJUzTsuUaDItazeBbX+1i68Yg98eKTM1UqNUMsvkG1aqBQxEJeBVk2R7b9t7HiVaK5/L1HA+nKrTHXXz7l3o4eiDW8lw0zeTTyxmmZ6tk8zaj595YkXOXsqxb6+f5I3F2bAkxNlHm9bfnuD9epLqsyGm/4EaLbviVF9v5nW/3t1gcubzGex8vkM010DSTmbkK9x+UeDhRQVUlRFHA55Hp6bIXlYeTFbtA/hhKZf0JQ9rd7uQrL7Zz5ECUhmbx3qkEl2/kWn+fmqlw+37hqYub3YDmo73NyfhkhVt3l2ogDc1uvKst219/t5vhIZvieGhPlIO7I09ss1jSefuDef74+ysNtdsl0ddtpxKGB59seisUNW7fLyAIcGS/XcBOpuuIgvCEnMaK8+904XTaeXWA8ckKn3ya4t54iVrN4MsvtLNhrd3Q9tNQb9hUx46YE49X5oNPktRqBk6nxMZ1fjwuEUkQfiYVSd1sPo9N4yuK9mImScIKyu1ixcEShGZH7AwXr2UZ7PNwZH8ERRG4fjuPJApMTlfxOGX277Kjs4vXsnx0NoWm2fpXZy9n+d4bM08skH3dHv7Wr/bR0+XivY8W+OiMPUtj384QrxyLM7tQ5/UTc6SXST4IAojSL25KZw/wwLKscQBBEP4UeA24/djn/p/A/wL847+Aff6lQfjPNPii1Oz5FBY5wxAOO7h+x2aahIIOujudJFIVtIYdHWzeEOCT8xlUp8yGdQEcqgCWxcPJEoWiSizioC2iMjpWYufWMPGYk1LZpkL+4Z+XeThRxu2WCPjsSUcW0Nfl5Madoj0YxSkSi6gMD/mQpSwLyRoPxov4vUGeOxDhD787TUfMQW+3B9O0Q+9yTcftkmk0TF493s7v/dYgsws1Gs0Xcna+StAv093pYve2EIpD4J0PFxjq8yDJIpeu59i20e7WnE/WcKoil69X8HkVdm8P0hZ1toqS2VyDfL7BQJ+HrZuCLerg4t8+OJ2kr9uN6hAZWetrKV8C6IY9VEI3LBaSdT46neLAnghd7U50vZkSitgphFrNoLHRtKWIV9w/iw8/SeLzyazp9zKXqLJ9U7DZ5GYbULHZTBRadmyTMxWyOY21Ax4mZ2wl0+gyD7W/x01/j7upq2S1IpJMtsG5S2l6Ol1omsXBvSvZN8vPfzk8bjvlcWe0SL1ucvNugVBAJtAs/C+mrh7HfKLGpWtZrt/Os3dHmIFeD9/4UhcOh/iZeXzDsDh5JkU4YMtqrOn3EA4qiEAyXadQ0Lh5r4jWMPnGl7s+M+Xlcct882vd3H1Q5K33F2iLKtTqOoIoIAiQztrNYJMzVbZvNlrNUI9DFO1u3pNnkow+LLJx2KbJDg95+fhsktmFKjsJ2Z9t8t1NU6c97mT9Gi+5ZnftzFwNj0tm3ZAPXTfJZupIil1An5ypsWdHiIFeO2Kr1gx6O1WKxcZTtZH8XoU795tihv32op3JNhh/VCYSUnC5RAxj+feEn1vj1V+Ewe8Cppb9PA3sXf4BQRB2AD2WZb0hCMIzDb4gCL8L/C5Ab2/vX8Ch/cXDsj5/rLXcwdMa9g8BH1SrNi9/ZqaCzyMjSZBMN3jv4wQNzcAfENizNcT1W0W0hsHurQE+/CSBJQh0x52sHfTSFnaykLJ5yd3ttn74yTNJHI4YN+8VMUwLj0siGnYgCgKSbCEJAsWKyWC/h1v3i/g9Mmv6PXR1uDi4J8rUTIU//O4E127n+ebXOvG4BPp7PBRLOqfOpdi43s+NO3m0hsmWkQC1mk6xpHP7fpEj+6KtcYr1hi0JcG+0hN8vIQoQjTiYna8xt1Bj03o/bpfEy8fa7fxq2IEiCcwnaly5kefmnTx93W7SuQaZnMZXXmh/gtHickp0tTtJZ+pMzVapVA12bwu18rzRsMpXXrJ1ShqaydGDMeIxmxc+n6jx9ocLqKrIsQMxujpcjDxFd0aSBDas9+NSRdLZBnMLNYaHDFKZKoZuMjzkQxQFNq5b+d3d28PouoVu2MqW7XGVG7cLBAMK25tibovnsByxiMrzh9tIZepMTVehqUGTz2ts3xJ8ag67VjMwTIutG4NsXB/AMCw+vZJBkezi/OF90Weqcg72e/F6ZW7czlMu61iWRaGkcfVWngO7Iq189HJomokkCWxa7ycQWIymGly6muXwviidcRf3x0qUyjptMXWFsa9UdPSmINrMXI11Q94WPXjdkI+5Bbtn5f1TKTranezdHqa3002xZBef5xZqDPY9Sc0sV3ROn08z1Ovl/oMSmYxGoaiRTDfo7XIRCanML9RbhlQ3mhInloTqkNixJcTd0SKz87bO1PphH6Gggq5bCCI4ZHsI+c4tQXqW1Z/ujxUZHbeVShV55b0slDRGxwvUNYhFZDatt5+Ruw+KFMsav/SlTi5ezXHtVoGeRbaSZYEl/MJ6+J8JQRBE4H8F/tZP+6xlWf8a+Ndgjzj8+R7ZF4P5BW6CLC1p4S9y8dcM+Lh+y/bqu7tVBvq8XLyWp96A3k6Vq7eLeD0Kxw61cf2OLXfQUzfweGSKpQYPJkp862vd7N4W5vSFFJMzNT45n2LdoJe9u8Ic2RfjzMU0Fy7VKFUNXnulgwN7onx8JkUoKONwyAhYjD8qk87UcSjx1vFWazq1mklH3EUmo9PT6WbfrjCmCbIs4HZJrF/rZ+xRiWpd592T2WZ+2U5jOBwiRw/GUB0S5YrGzFyFj8+m2LopSEfcRVvUyaYRq+W1zs1XyeU1Nq73c2+sxI07eTpiKpWa3U3b3uZkeND3VPqi0ykRi6iMTZSJR1W7UUtfygEbhsXkTIVoWMXntSOOXF7jk08X2LEpwKE9Ee6MFqhWn63gCTDUNDDtbU6G+r18dDrJ1GyFrg5XU0VyqcnH7bY7PB2KiEOx89N+v02bnE/WEX5KIlWSbMZPPOZkw7AfQRDIZBsspOqUz6foiDtbmjSLOHspTSrV4LVXO23PXBJ44Uicet1g/FEZ/zI2lK6bIAitnLEs2SyoTFbj9r08XU0mj65ZK5yVckXHMCwM0/bst28KsnVjgGSqjmFYOBwSXq+CJNuL31C/pzmXd6URPH85S7GsMdTn4e5okYDPPrbuThdej8yXnm9nfLLM99+csd8dw2T7liCpbIPuThc9nU+vsaQzdT4+l2RNv4df+3oPsZiTsYclbt8vEA4pDPa72bMt1DKksiRiWrTu3fCQl/5eD/WGQUO3eP9Uko3r/bTHXPzaN3pZSNb4zo+mGexz89u/NtDazlC/l1BTlvlxllYm0+DdkyncTpFXji7pLum6xYPxMtduFTi0N/pYZ62AZZm/sB7+DNCz7Ofu5u8W4QM2AR81D74d+LEgCF+zLOsXb2jtT4HwReSRl6Uw0zn7/+OPbA0dgJ+8k8TrUehok5me13kwUSbgk0hnGvz5j2f4R39/LQupOvm8xvhEhTUDHkDnx+/MosgSX32pk1S6xuhYgYam2UXARyUmpypMzFTYsjFINKJSrxl8+cX21kPU3+Pi9RO2guWte0WEpl796fMZnKrE3h32IJOeLhcety1F8Mpx+6HN5Qtcvpbl3n2ZQ/uijAz72eGU+O6Pp7l+J8/f+fV+Qt0O3C6JY4fiDPV5WzoukmRL8xZLOrphMpeoc/ZSmmSmzshaL8MDXrZsDJDK1Ll5p8DNuwWOLBt08jjiMSc7NgXp63EjCMKK9MdCss53fzLN4f0x9u2wBcfS2TqWZXc0r1vjxuEQuXwjRziktmQQnn4fTSzTwuUUbYnkPlvbfdFgLNYLNq0PrJAU0HWLSsVevPbvDJNI1VsSDheuZti5JfTM/S7eq22bgmi6wamzaarVJ9MGkZCDO/eKTM3aMhiwxJ3fuc2BYVgtBcyTZ1JIktBSLC2VdXL5Bt2dTlRVxOe1C6xfeWmlYT13KUOlYnDsYJRIyIHbbU8Iu34nj8tlC4wdP7S0zfOXs2xa7yPgX3lu69d6aTQsujpd9HS5GR0rMT5Z5qgzyo07haaMh0wkqHL7fhHFIfHq8Tg7t4YQBOuZfQsdcRcHd0d4/5MEHo/CN7/WzfCQF1kWeP3EHJpurkj3GU2GzKJNtZ8d+/kxTZNK1UBtDiVZ1PsplnRyeW2FIfZ65Cc6rxcRj6mUShoOxR52soiRtT5ePzHH7ELtiQhKEPkipcKfCX8RLJ0LwFpBEAYEQXAAvwr8ePGPlmXlLcuKWpbVb1lWP3AO+Ctp7L8oLGBkqMlzbmaEylULp9OWTM7mGkzOVpFlEY8balUT0xBwOkQMy+TUuSQzMzUMw2Kw34NDEcjlGxSLOrfuFbj3oIiiyPx3v7cWQZA4dynD1VtZRtb52bklSEdM5ZNzab7/1iyj47Z2B9gc/+0bg+zZEeTkmSQ/eXfO1oTXTfbtDDI7X2N6tkpPl5t0tkEyXadWM9B1k2rdtIu6LonOuP1i6rpJvM2JJApUa0uFVNUhsnbIR7lqH69hWDQ0kw9PJzh1NsWOzfYAlYBf4ebdIg6HiKKIZPMahZLGgV1hOuJOyhX9iQLoxasZrt3Ks36tD7dLRtctpmYqrX1LEkQjKm1NDnsyXW8aIn+Lyhn0K/R02AXIbO7peViAsxcyvH8qiWVBJGhPV1rejORxS6xb6yfetpJJYs9CtRlBiVSdDz9JspCsY5gWqUz9qUVisKMTy7I18D/4JMHoeJkXj8bZvOHJtNO6NX4OH4gRiz65cOi6yQenEpy/bDf2tEXVFXLNDx6WOHMhTSpTJxRQntlwtnGdj22b7Oaxw/uixCLOZp3B4Nqt3AotfF23KJY0Ll3P8fb7860mKLANc1+PrcPj9ymMrPPbEaEqce9BkR+9NYfqkPitb/Xy6vPt9HS4uDNa5CfvzHDm08xTjw3sfPqxw224XZKdRmmYdofzgJfBPjepdIPZhaWGLku3EIWn62Nl8xpup7iiXpIr2O9G/BmpsachndMolnQG+twrHBG7i96gv/cp1GTL1vj5hUzpWJalC4LwD4B3AAn495Zl3RIE4f8BXLQs68efvYW/WpC+oE61368CtdbPlgndXSqJZL054NwkHrXo7/HaYlqihdMlMzVTol4zCUdkRCT8PolqzSAaUVFVmXyxwY/emmXr5gC5nI4iC6wddFMsGSSSdbZuDFEoa1iWQKWq8eZ78wz2e9i03senV7KEwwoDvV4C/iJY9kAIt0uiUDTYsCwnffFajlrVQJKgLebE45bYsC7A0YMx5uarTM5UWL/Gy9ZNAdrbnIxNlBibKDPQ62X9Gi+CIDA1W2NypsJAr4exhyUymQb7dofRDYtYxEE05ODS9TyOZgPK+jU+BnrttvX5RI1T51Js2Rggn9fYsM6P1yNjWjQ7PG08eFjiwcMSrxxvx+eVEQQ4vDdCf7MdPxS0Jw4t57CHgg727LDHRp44uUDAr9DT5X5CR76ny9mUWqbZU2CLvS0ubh63zOb1T9eeX/RK26IqB/ZEkCWBcFAhEnRwf6zYolwuolozeP9UgqF+b7ObU8blkp5Z+FQd4lP3nc03+PhMEqe6NJlr84YlvZ9kuk445ODwvigXrtiDul86Gn9iO8BTtYWmZqvIkkR/j5dCUW8ZyGBAYeO6ACfPJBAEmF2osXbg6bLYy7t4t20McvJsivvjJUJ+hW2bgliWxbsnExgG1DWTdKaO36c81dOXm+mwVLaB1jBQm86Dzyc32VxLnxVbBemVEtO5vIYkii2OPNg1i+nZKg6HiMf92X0ay5HNNbCwcKnSir4G07QQEFqKr4vRF9j9AZjWLy4P37KsNy3LGrYsa8iyrH/W/N0/eZqxtyzr6F9l7974glfs+u2VLe2GBcm0hssl41BsNk65bDGXqCKIFqGAo/lwSKSydQ7tbqMz7iRf0FlINji81275liQRC8v2oqoaawZ99HfbL180olIoaySSdWbmq/T1eDm0N0Ik5OCN9xZ4+KhMo2ExOl5i+6YQr75gy+Nu22iPmfvoTJLvvznL3EKV4UEPu7cH6ev22LlKh8T0XJV3P1ygvU3lyN4IHrfd5DXU7yEccFAq6YyOF7l1v8gbJ+bo7nDy4pG2pmyDmwN7IqwZ8PFoqsKP3prjJyfm2bk1yNoBL8WSbgttNQuaPq/MYK8HSRSYmK5QKtse40CP2+ZE5+282bo1Po7sj+L12N+7divP9dt53vkwwe37BRyKyJoB71NlAnxemS0bghiGxdRsteX5FZqTlKIRlQ3DfnTDYv/OMPt22s1BZy+k+fCT5FOnPT0ORREpV+2xfoWizu4dYQ7uiT5RiJUkAa9HxuWUmJgs2w1uTylU/jQ0NJP7D0uEQ8pTB6FcuJLhxu08HXEXh/dF2bjOz9xC7WfWcVm3xscrx+PcuJ3j/VPzK/4Wj6ns2hqm3jD54JMFdMN6ZvS0iG2bg/yNr3czOVPmB2/NkkjaTtKxgzGOHrT7BX7y7hzX7xSe+n1ZFjm4J4okCFy9tfTODQ/6sQS4divb+p0oLk6WWjqmO/cL/Ns/esT6tV727AhjWXZ66vV357h8Pcu+nRF2bQuu2GehqPHJ+VRzVvESNM3k5u2c7WwIIt97fabVQ9Ied7J5xE8s7ODClQx/9L0pqjX7mbYs86c2qX1RrEorfF6YX6xoKz7mmbmcdu6wXNVxu2zKZLliT+BpjzoplQw8XpmAV0FE5PZo3pYE2BmhUjE4eTbFYK+HF460oekWiVSDwT4vTqdId6eb9cM+LlzLcOKjBIIg8Gvf6CYSdlAo6pz+NI1pWBzYE8HhsMXENN3kOz+a4cLVLJs3BOhqd6E4RLriTh5NlXnjxDy37xfZsjFAPKrS2+nk0F67s/DKzTx/9P0p7o4WWkZvz44wX/9SF88fbqNa1blwNctP3plDbw7NCAaUJg3UVto8sj9KZ9yJKMBb78/zH7/ziNSyVIfHLbNzW4ihfg9ffrGD9jYn1arO9dt5Pjqd5GZzQXW7JOKxpYESe3fagyecTrHVYQm253t/rEg23+CNE3PMJ+yU2vq1tk7Q0QPR1jYqFYPZ+RqVJof73MUMF67mWoPY1w56GRn2fWYHKMCN2znOX07T2+lkx5YgXo9MKOB4qoxDpWJQKGiIIpQrBvmizk9bTzTNpmLm8kuGJ+BV2L4pRCz6pHf+aLqCyyWxt7lwhYIOZheqfHI+taLXYTmyuQaF0tL2XU77ekuyiGGsPH+/T2HThgDtcSdtUSe5fIM3TswzOVN5fLMtGIZFLKKyeX2AaFjh3ZMJpmarOBSR4SE/qkOk0bDo6VyZVjl3Mc0P3pyhXjcYWeujr8fNw8mlXgaHIjDc7yGZ0lrpJV03bN9eENA0k4eTZW7dKzAzX2HXllBrClWtbnD1VpZMc75wd8fKNEy5onPtVo67j4n4CaKAicDG4QCGaXL3fqHFt+/ucLFzW4h8QWN8oszkdLnF4BMQEH9OKZ1Vg/858UXugW5AuWLfTEczGiyVoVY3KZbA4xaJRhSKZRPVKfHKCx2Uqzp375coVTT+xi91MTZe5v1TSbriLn7vN/vR6gbfe2OG67fyfP3VLjriKm+cmOfBeJlCUefAzigdbSqKQ2DriJfxiQqvn5jH7ZbYvytMrWFyd7SEYVi0RZ1UagZyc2rPxHSZi9ez7N0RYv1aL/fHSq2Tn12o8p++O8lcosbOLSGOHYyxbsiL3yuTK2h8//UZ3nxvvnmuNtVu19YQr71iMy9++NbMinwu2DnubZuCtsaIQ+LGnQKT01VcricfT0GwU05zCzV+9PYcE9MV9mwLsmVjkErVaMkO6LrNcvB7FWIRlYEeeybu4oI0MVXhxp0C1aqxwlCbpsWp8ymuLfMO29ucfPmF9hatsafT1oKvVA1bP92rtPj4z34GLE6dt/VWFj//Wbx0RbHz25ZpEgjIvHik7TN1ekzT4srNHJ9eTjOfWEodOp0SLxxpa8kaLyKbazA9U6FcNvAtU/gcWevn8L7oU3V67o4W+Y9/PsGFK9kn/vbK8fiKVJBuWExMl0mmauiaxfCgF5dTItiUUF5ELq/xcLLcui+ffJri43MpCiWDvm4Pawa8eD1SyzM+sCfCN7/W1aq/LJ77Yi3r1PkUpbLO11/t4uVj9rCTB49K/Ls/nsDllnjhubZWWkVqzloWEMjkGpy9mGao38uXX+hAVkTeP2XPOfZ5ZFyqLc/88NGSIFpr/xYkUw3uj5VWREaSCFs2+HE6RbaMBJAVkbc/WLDTOYLA5HSZR1NVHKrtaPgXJZ9Fe9DSqlrmLwJ+xgHay7Fc3CvkX/qh2nwvf+0bvXia1LWwX+Gl52zj0tBsfvULh2IkUg0kBXZvD7F9S5hsSaNY1DiwO4wgWNwdLVAsNfg//a0hvvZKB7GoPRhleqbKD96ZZdfWEL/69W52bg1RqZt8cj7Fw6kih/dFeeV4Owd2RfmdX+9n7YC3NZDhzffm+aPvT+P3yfzGN3s5si9qj0ScKnPyTKrlrfR2e/iNX+ll97YQ6VyD6bkqs/MVTpxcoFI1EASBrRtDfPXFDqo1gz/63iQXrmSe+kDLkkB7XCUacSAuu3CJVI33Ty20hK/cLonebjfPH47zyvEOggGF2/fyvHcyQTJd5633F7j7YOnlTGbqzMxVW4JeI8P+1tzaV59vp73N1dLH97hkKlWDi1ezLakE5zKu/ECflw3Dfmp1g0SqzqdXM3x89rNTOgL2y793Z+SJSODegyLXb+VXXA/VIbJrW4hC2eTsxQylzxj8DrSahYb6vU8vBC6DZdmLWqmi89KxONWq0fKEK1Wduw+KTx00Xy7rtEXVFpd8ORZ5/4tdtblcg9OfZiiWdJ4/EmftoA+PW2b7piDZvNZKyY0+LHL5eq61/03r/WwZ8aM1bHKAwyEwM1/jzffnyRc0QgHHE+qooijwzde6OX44xtvvz3P9bh6fV6atSdM9+2mK9piK3ycz1O9ZaiZrNnUJ2P0axw+1sX6Nj1JF592P5nnwyHaIVFXitS914XJKvHcqsaIrFiDkV/jKSx28cjy+wisXBAHThNdPzHL5Ro6Xj8XYtN6ekzs7X+XWvRKiBNs3hdi5bUmZFEv4uRnmVYP/OWF9gZSOusxZWkg/mcMcHvRQLtsviiTbipiRcFObXABJFrEs05Z2FQREScDvlpFki6s3spw8bTdjKYpd/FqczenzKjgcAtmcxqUbWWRJYOxRie0b/LRFHMwt2JOeSmWdG3fy5Jtt4ZvWB/jmVzqZm6vhcookknXe/XABUYCBXjdffrGD2fkqH3ySRDcsZudtlUNJEvmNX+nl29/oYWKqykenU4w15WQNwy5qHtoTIRxycOZihvtjSyFwvWEXxXTd5Ftf7ebv/PrAioakyRl7e7ea8r4Bv8KeHWEqVb3l/blcMpWqLb8cDil4l4mnbd8c4ujBmC2Ra9o9AI/rniwk67x7coGuThfRkIOZuWrL4I89KnHr3sq8cSyi8uUXO1Z0zy7H5HSF8ebUJkkSOLQ39tQ8ejJdZy5ZW8HFvnm3wImPEnS2qRw9ECP4jIEfi3A5JZ4/EmPTiJ93P1pgbML2mjPZRmuRW4Q9aCbCrq0hzGYX8WK+u1o1KRRsZsnjC9j2LUG++bWeVsE7m7PTYXdG8yRTdWr1pQgqHHJw7GCMvh5by9+h2E1rP3xrlvc/TjA5UyGVqbOxydBZjCi6O2xRvb07bWbWn/1gitnZMvGY2tKLfxr8XsWW5yhoOJd9LhpWObAnysvH2rh2q8D5S0ssn8XrbWG/c+1tTtxuic0jAXTdZH6hhtasOfR0uDi4J8LUbJXX35tbsW+3W2bXsuHoy9HV4cLrUbhyI8fwoJ89OyIIgoDRvDfFomZ3XC+TuraaQw5XUzq/ABB+WtfM07DsK04HuB9jdRm6RbhpfBYHN7Q1VQcFE7xeB5Io2B1/WHjdMls3B6nX4fqdAjMLVQQTBntdK+ZzPpyo0GhANKjgVEV++OY0/+FPJggFHfyTf7SRr77cQTym8qO3Zvj3f/KIB81w9dzFNBeu5fmtX+3jH//9YTwehXzRFgaTZRFJAr9PxuuyR0fcuFPg6s08n3ya4vyVDF6PzLbNQX71610MNdkx1ZrB6MMSoiTy1Rc7WL/Wz7nLGSam7Xzu/EKVj84kSWUauN0yumHx7skFMk0K6dYNAX71Gz0rmEOVqt3dOzVjU+062pxsWOcnEHBwYHeESFglX9B4/cQcqXSNhWSNEycTLVrqIiZnKiTTdrfyxvUBIiEHG9b5eflYvGWIZuZqTExXVhjBQlEjmaqxfZMtTva4535/vMTd+8UVxd833ptjYmplDnvfrgjHD678fle7kzWDHgIBu6FHEARGx4ucPJNaIdDW0MxWTt3vVXC7ZIJ+B26nSCJV592PFpieezJn3hZViYZVLCw2b/A3eztsPfmDeyKcuZBh7LH0Ra1uSxTbndC5Vtrs6o0CE9MVvvpSR8v7FkWBjvjK6VuqQ2R4yMtLR+OkM3V+/z+MkU43nqhhWJbF1Zs5EukaikMkmdXYvin4TDmFRQz02bOBH01VmJ6tUChpqA6Rvh4Pt+/ZtOHlMicCZlNPxyRfsJVCZ+ar9HW72bIhhFMVeThZ5t6DAidOJRlZa0+FW9S0L5Z0Rh+WyOUbvPvRPHNNyqeum6SzDSzLIhpW2bMtjOIQOHFygXxBI5Wpo8gCPp89j+H+WJHUsqhBFOz3/OeR0lmVR/6cEL5A9Xz5EqE67dxhpbb00lZqBh0xN1Ck0gxtF7nQkgObK4ztiSwahXrdruRruolXlahrdov/cu2ThXSNclWjuzPKc/vbuHI9x+RMkXRWo6/HTV8zr5vONajV9JZK5ORslcvXsxw/GCMcUvn2N3qa3av2th88LFMo6ZRrBtWawb6dYa7dynHydIJo2MnR/TFcTonNG4KtY/H7FF46GsflkngwXmRqukQmp7UWqFjUyZpmjwHAp5czXLiSZbDXHoauKCIbH/OO/V6FF5qsH8uyCAYUdmwJcf12Doci8OBhhe2bAy3qm0MWWDvoWeEta5ot7hYOOjiyP7qC2rg8jbN/V3hFV2Y23+Dy9SzZnMaXXuh4Kutnx5Ygl69lWUjWaW9zIosC/mbUtRyyJNgTcZbB45YplsoUClqrKavRMKnW9RVP4I1beVsa+1CMSMiByym1mtTqdYOtGwPEnhGB5AsaH3ySZPOID4dDbFEDvR6Z7i4nomjn7dcMepElgTujRcYflejrdjOzUGN4yMtXXuokm28gPMMjzWQbzMxXWTfk5dylNG6XrT+k6SadcRder4xlWUxOV4iGHXg8CoZpOzKJZJ1ferWTm3eLTEzZMt3PQibX4NS5DIN9Hjaus1VZB/u97NwSpFLRmZqrsn1zkEpNJ5NtEA45ME2hqVpjSyYkMnXGHhVxu2SOH24jElK4caeAaVlMTFXZvzPEf/e7a1tdy9OzFa7dzrN3R4jL1/MUChq//NVuHk5VuHQtS1+Pm7aIg+OH2+jqcDEzVyWdq3PmfBqvR+aV43F6Ol1cvm5PBNu3M8zenRFb3+fn1Hm16uF/TnyRVXf5NwRhpbYOQEMzaDQ7shadPGvxHyatsWvisu+qqoCp21IHmm4hSaBpKzccCzlwKAKJtO1tGIZFTTOeGN23pt+Dplvcum+H9Z1tKoZhMT5pe3iiuNS9WizrXLmRxaWKPH+kDa9HptEwePO9eUIBB7/0pY5nslV8Xlty4PtvzDI2UeHV59vp6rAXmWpN550PF/joTBKwvd6/+a3ezyyGGobVUkK8fjvPux8tUCprTM/W0HTo6bQ7hPt73IRDKjfuFVlI1lfwtxVF5LkDUXZuDbZ+pzXVKperYyqKuMJb/fSybeyP7I/iUAQ+Ppvi3thKloYsCVSqBuUm48Xtljl68En9+3JFX9EsBrY3vZCoUywv5dI3rg/w0nNx5hdqLa+9t9uFLAt8fC71hJqnqkqMDPtbUYrWHL6yCKcq0tnuxDAs3vlggclmtLU4yLxcMfn0SoZSM4JYO+AhFHTg9cq8fDTeSh2GAo5nCrrNLtS4fa/Ax+dSGLrVklFYv8bP73y7n1DQwdRMhX/9h+P86O1ZUpk6omArgh7ZF2bdGj8vPNdGX89nU1LfeHeWG03xt5G1PvbvCjOyxn52pmYq3Bst4vMobF4fwNPsihWF5hhBy07Pff3lDlwumXOXM8wv1Jp1njbiMZXp2Qr3x0pEms4HwNCAlxeOtNHb5Sbglzh3JcvsfI2ONicja7288+ECb743j+oQ2bYpyJdf7KCnw01/v4dTn6bJZjWG+n0c2RdhcrbKqfMpoCmaxs9HLXPV4H9OfJEga3mzh2XaoeRyqEpz4gFLLSDlgh3iLRp0CwtHs81b102yWQ3Tsgj4HCwkaqiKrWOyiGJJ452TCRSHSGe7yoOHReqaRdCvcP/BSsneR1MVnKpIMtMgkaqRTNcJBVX6e5aMrWFYnL2Y5tFEEVEUiUWcrRz4ndEiuUKDzRsCtMWernOiGxa37xX48HQCj0diZK2PzSMBUuk6Dx6WKBQ0NN3E47JfxkjIwWC/9zMf+gcPS3z3J9Pcf1jE6ZTweW1lyFeOx1k35MXhEEmk61y/nadQ1Ni/K8zBPU/KCocCjpbxAttb/OhMkotXs08txKYydr5659YQbVEnpmWnlxr1lffV71P40gvtT/Dnr97KcfVmrvXz+GSF0xfSFIpLxj0ccvClF+KEAsoKVpMoCty4k+f2XXtxiUWdtnJjj/uJRqRCUWulCnTD4sTHCS5eW2LYqKrE3h1h+ro99HW7CT02+MXlFDFMC61JpfV6ZLs7ON1YEdHUGyYz81Vu3y/wwalEa5YrwPo1Xp47EKVSNehsd60w3IuOwfhkmWDQQb1hcvVmjum5KhevZuhodzMzVyUUcPzUdE4626Cz3cn+XRE+vZrl+p0Cmm7LSXR3uQmFFK41xfgWF24Lm5ZpNd/Has1E0w38XoVkpo4gCPi9MtWKgcMhrjgvsFloQb/C/fESliDgdso2jbasMzNXoz2qIorC0oQtbEaPqojU62Zrzq6i2FIOi1G9KAoIwmpK5xcE/3ksHVGwZ9ouR61hoi8+TM2XoKYtfbdW1zFNe7SeKArki1rrpdMNk3LVQJKFFW31n3yaYmauStCnsH1TkGu38nR3OTF0kwtXsqiqhMtpKwRGQiqRsMqdeyWG+sqIosj+nUHcLqkV5ucKDd56fx6XU2T75iB7t4e4P16iq93JxLQtTrZ5ZKmDU9NNEqk6AZ+C1yPzYLzEh6eTxCIqv/LVbvxehZm5KmcupnkwXuLgngh/4+s9K4aZPA35okalYhCPqcSiDh48LLGQqvOP//4w65p68bIkcXe0zImTC/zSq528dDROMKD8zB5TNKzS2aZy43aOTSP+J4q7jYYdcAvA6U9TbNsU5KWj8adGNk+TFy4U7YKoYVjcvJvH71M4eiBGwL/ydXQ4RE6cTCBLAs8djLWM3nMHYivowR1x11OnZl26liNf1PjKSx1omkk4+HTOf6msMzVbxe+TWUjag9xlWaS9zcWubeFWCkMUBY4fjD1BTZ6ZrXD2UoaeLhfzyRr1utGikC5u54UjCpeuZXn/VIlYRCUUVBlp6g0FAw6e2x9jzYC9X1EQGB7yYpk28+f+WIF9uyLEIra8hqZZKyIKw7CIRZ3UNVsnKR5RKRR03vpgnt3bwgz1e3j5WAcXLqeZmC6zcX1zapZlU3QWOTEzcxVu3C6yY3OAXVtt3aXxyTKnPk2zc2uA9Wv9KzpiS2Wd908lSCRrdLc72bzOzvG/+d4898aK/OY3+5BEu96laSazCzWu3cqRL2js2xFi984QM/MV3vkg0Uopgr0ofBFyyM+CVYP/OfFF9PD1ZZG22yOTK9grviTZWvk+l0ymYBcSA00hJaWZ3NZ1W/lQFkU0w+YcS6Jd8MkXZbI5nf5uNzfuFDl/IcO2jbbW92CPl51bAly4kuPdk0kO742yudPFc3tjnDyb5F/82zHWDnrYsSXE3p0RYlEVr0di7YCPdK7OzTt5zl+ym7C+/qVOIiGVX/tGN5ev2YNYkpk69x+U2LMzwoHd4aZOfbPwXNZ56/15kuk6e3fa2vNul8jBvWHa21zcultgx+Yg12/nMTSTbZvsQunG9UsLxtOQStf5sx9OoygC33qth1DAwZF9ESRJXLGojj0scn+sSDymEvArT9D4fhoW+fFTczWqVYPQY4fV2e7i5WMObt7NMztfY90aY0WE8NOwd3uI+aQ98WhiqkJXp5udW1ZGAbpuF8i3bAhw616BEycXePlYO6pDfKZQ1+PYtilApWagaSafnE9jWVarO3g5XC4Jt1vk5t0Cum42DbI95P1xuYanyhnItuhef6+byekqmWyjxe23LItbdwqMTZbYMGxP+Xo0XVmxnW3N0X6Ln798I89Css765jSuS9dzJNMNUukGE9MVGg2TL73YsVTnkgQO7Ynw6RV7klqhqDE5XSbe5mwtcPGog0LZ4NqtPEMDPtwuqdVpu7iAFcs6He1Otm4K4nJJvP3hAn6fLWkcizj56JMEHe32uE1bJ99Ovezdac+gePvDBXwemS0b/GxY52upes4nqpw6nyaRqNPf5+bArjB+v4NPztnd1k6nxGsvdzLSJCQIwhfLJPwsWE3pPAt/+qcwMgIeDwwNwalTAJhfgIevLaM016pLRbdFxkCpblJshvOKQ+TN9+dauVvTNDh3KQOY6LpJrqDhccv2sA5doyOusm1zGNM0OX8lTSJlk/vXrfXxq1/vxeuWuHk3h6wIrBvyEQ6paJqFiU2DnF2wB4sf3htl9zZ7SPjurSGOH4ri90m8+d4c/+oPxtF1k5G1AV46Fqe7057l6vXKtMccFEsG7c35oYsUyVjUwcE9EQZ6XJy+kGZqtsqmdQF7+tWjMrlig1JZJx538erzHU819pZl2emLe3mbSqlKrFvj5dC+KH6fTL6gky3Y21j03nXd5L1TtnTx117uJBb92YSuUuk673w4z+S0TWfs6/WwfVOgpT/zONLZBjfvFtm2KfBMWuYz95VtcOKjBWbmq7zwXJytj4mhTc3YTXLZfIPebjdbNgQY6PWs6BT+WRAKOkimarzz4QLxmOPJ5qt8g0vXskiiQFvEvk6H98WemY9/GhKpGifPpkim6oRDto7/oioqwL0HJc5cTGNZ2B3ga/28eCTOzi2hp25varbK+Yspm50lCAz0evjKC+2Egwofnk6SydbZvCHwhMBbX4+Hb36tm3BI5dS5NJWawfFDba1zuX6nyNR0hU0j/lY6yjRhucUf7HVTKmmMjpcQBXv+sEsV6e50MTVTIRZ1UKkYrTRZMGCPX1QUiXBQASwePCojSQKz83akA7aQnCwJCCItavUHpxLkixob1vk4vDfM7dEi5y42KaOm9YXIIT8LVj38p+HECfgf/gf4sz+DPXtgbol3Ky5bI+20u4jdF7f4e3O55hIAbqdIuSlpW6rYtEZRMFmUFfnRW7M006TMzml8//VZLCwiIQl/QOG9k0l8ARVVhh+9PUtbVMUE4lEPhilQr+v0dXuoNUxOnUtxcE+Ua7dy5Aoa3V1uGnWT2/cL9Pd4qFYN3C6ZQ7ujXLia5c79ElgCF69lWTPgRRAFfvjmDMcOtvHf/O01/NmPpjFMi0JJJxx04PfKxKMqHpfE9GyNS9dzZLINJMlmoLx7coHebjdHD7S1zv/QnggOVWQ+Wcc0Lbo6nNy4VWDNgD10xTQtxh6VCAUdK4ynpltcuJIhkWoQizqJRVReeG6pm9Pvk9m7I0yprFMoafi9dtpmqM/D+ESZ+US9FXX8NOiG2dIcevlYOyNr/axf43tmGijgk5FEO5rJ5mwq6WcN/F6OeFTF6ZQYf1hmpMk8KZV1HA4RhyLidIqEgkorLdLV4WJmvsrZi5mn1iCehUrF7q/wemwdncfTS5msxqMpW8xuw7CPas3AMM3PVSxMpBp2/cQjc+N2jn07l44vX9C4eC1LOOjghSNxdN1iPlEjHlOfuY9gQKGr09WKFLo6XDidEnHVyVC/hwtXsuzZ8WxjKIoCmmkS8jtWyA6LgkVdM2k0ll5O07JTc6ZpYFkW98fLpNINLOxI5tDeCOcvZ0gka7jdErfvlfjNb/UQCiw9o/fHilRrBmsH7ZrRxHSZnk4X9YbZksLo7nTT2e7iT74/xdijEm1RFY9HZtf2MKPjJSamK8zMVdky0lz4rcV1aLVo+18G//P/DP/kn8C+fXYSvavL/g/byC9R8cXH/v/4v22Ylq2rIYjgdNo/rx1043CAZQl0tjvZusGPKNpyqsGgQjrbIBBwcHhvm63JoRusXeNjYrrK6+/Ooenwza92MdjnJpFq0NXlIuRXmEvWOXspg2XZOWBJElBdEm6XzMmzKRwOEa9XprvZSPJgvMiFqxnS2QbZXIPONtXW0ZEFrt8u0t7morfDzRsn5jn9aYpKzSBX0Ojv8bB1o5/xR2U2bwgwMuxHlgU647ZmyvhEiVrd/mw85qRaMfj4bJLNI37WDnoZmygT8Cm0RW0Fyht3CkxM2iyRRZ65QxH56ksdfOWldgJ+BV03uXA1w+y8LWyWzWv4vDJ37ttSDGCH9wf2RImEVE5fSK2QGXgcy4W82ttc/PJXu9i7I0I46ODG7TzvfZxofaZSNVZo1KiqxOCAF0UReP9UgrujTxfzWg5NM6k37FTN8UMxdjZFuGo1g/c+TnDtVg6AWMTJc/tjeJr9CJdv5EhnG5jW5yzkCQKiKNpSxI8Ze00zicdUXjkeJxxyYJh2P8WP351foZXzWVhcvL/0fDvVusHpT9MrZrp6PDKdHU62bLSVTe8+KHDq3LN1esCm2gYDDgolrUWnbR2zbpDJNah+xlxbAWiPOZmer7SuJ9jdsKoskEgt8d0lSbIbG0V7LvLVW3lCAYX9O8OkMnUeTZd5OFlmx9YwgiBQKDYQEVopv3JFJ1/UCPgUbtzOYZn28c/M19i0zrei0KxpJooiYhgWDyfLbFzvw+2UaDQM6poJlkC8SYsWRJ4p2/yfi1WD/zgMAy5ehGQS1qyB7m74B//AnkfI4k0QEcRnXzpBFFf8Z6/0Nt/X67UflmBIRkREEOwZnM/tb0MQRSxLpL9TbSoLWvzOr/YRjTrI5nU62pz8+je6mE/WSKZqHNgT4asvdrBnexitbvJgokI0rHBgV5hXjrezd1uIR5MV7o+X2bIhwO5ttixwb5ebznY3+3ZGcbkkbt0t8uBhmbGJCrIssnVjgOEhL3dGCywk6mwc8dPd4WLsUZlcrsGXnm9nZNjHlo12YXd2vsbNO3kKJZ3tm0NUKibTszWu3szz4ekktbqB36fQFXfi98q0tTlZN+RFbYqPuV0Szx9uY9OGALm8xh/82QSnP7UparGok03rAzgUkYZmMbdQI51tMDVb5cdvz5HLNzh+uI21y4Zzu10SLx5rY+O6wBO59Wze1vV/8LDIm4/ptLtdMuuGvAjY3c2qQ2qF+5evZ/noTLLF1JBlkQO7IoysDbB1Y4C+5nCLyrKB6o/jzIUMH55KYJoWne0ufF6FsUclRNGetrR8bN4iNM1keqZCR5uTw3uXCbpVjRXick/DYlrCMmF8osT4xFIj1ZWbOT74JNFaCOxJU3F2bw22ROEWkc42Vhhy07TZL9NzVU58tECprLNvZ4itGwOYpl3InpmzRzOWSjrzCfu7I2v9HNobwfWUnoU7o0Vu37cXTacq2mytZa/Y6FiJqzcL9HS4GOx9kqJpWRaJVJ1yxcChCIjYw1kamolhmJSqBrIqt8T7YHG8oe1Nu90yB3dH2L4liKZZ/NkPp7lxu8CmkQCdcScup0R3t5uPz6eYT1SbxymxdUOQcMjB3QdF1q/189qrnYSDjlYPR6Vq8O6HC1y8liWbr7N5JEA85uL+gzKXb+R49fl2ZFHA4xGXppIt6j38HLCa0nkcCwugafDd79p5e0WB116Df/pP4Z/9M77QnVj2/tvegUWpaCLLQAMKxQZ+bxBRtPOKsiKCQGuwdVtEwTDAoUjE21w0dBOnQ0QURdxukecOxPje61NousnIGn+r9f29U0nmU3VePtrG1g2BlrHYujHA6yfmOHU+jccjkc02+O1f7aO3y81cosp3fjzDsYNRjuyP4VIlerpcdHe4+F//f1m+/+Ycf/c3+vH77O7dDesDWJbF9dsFTl/M8NUX23n+cKzFJopFVVSHSDpT48MzaQplgxeOtPHcgdgKY7yYKzd0m3V0636Bas1k3ZAHQbDzqMvn3546l6TWMOwpVUEH1ZotnBYNO5p0OuWpBcrL13OUSjojwz7KlSd7Eq7czDG3UOPlY+1sGPbR0ExMAdYNeenuMJ4QMJMkoTVuMJNr8Ob78+zeGmTdmiebhLo6nCuofTNzVS7fyBEMOJ4quQC2ZMILz7Vh6CuP8869Ag+nyrz6fDset0wyVWNuoc6GdUvNd06nxIvPteFw2EJglgWDffbC2N3hwu2UWnWBhWQN3YS9O1amjEzT4vSnKZwOkcP7YzhVkY/PppAVga0bggwP+fD7FPs4Yy7KFZ10tkEsrCJ3uDh6MNaiH5qmxaeXM6xf62fdmqWJYJPTFa7cyBCL2CMdezrd3PAUyGTqtDefZa9X5sjeKNu3hJ5YxB9NV5ieqTAxXWF4jZf2NjebR4J4PRJ/8oNJtm4MUqkYHNwV5qVjS2MGDcOEZb0tfd1uHk5WaGgmkbCDVKZhyz40HYGbb+QpV3QO7Y227v26Nb4W4+rqzSzzCRfP7Y8uHaNlj4RsizoRhDwPJsr87W8PMDNXIZNrUC7rVKo62ZzWchRM0478V1M6/yXgahac/tv/Fjo6IBqF//6/hzffbH7g89+E5cGAZSzjNDcjU49TBgyMprOpqgKCtdTVa+hNNkGz6GOZID7mJDV0AAvPMv2YUkXDtOxZoY8/PEN9XsoVg0ymjq6bdMSdBAMOutrd1BsmF65lGOhx09Plap6DyIG9EXTD4t/+8QSlik6jYbJ1Q4BtG4Ps3xliZrbCD9+apVzRURSRaNgWcBMEgbaYyoHdYfp7PLz1/jz/6g8eUqos6eAswu2W+d3fHODQniiabnH+cpbvvTHT0gpXHSKiKLBhnZ9Xjtk8dYBrN3P82z96xKOpZ0vvAuzcEuLgnojNfTYsrt3O25OMmoa4o81JX7cbRRaoN0ze/XCBKzfzxKLO1hCVZ2E+UWN+oYrwjMazNQNewkGF10/Mkc016O/18PzhtmbB79nIZBu889HCinTEmkEvu7eHWwXI+USde2NFKlWdO6NFkula63rKssiR/TGeOxBrfb+z3cWmkUCLYjg6XuLWnbxNH5yvculqFl03EUWB/bsi+HwKb3+4QLli4PPKeN0yPq/M2kEv9WX9Bx63PZN27ZC9sPi9Siu1cflGlntjJQTBIptvtPjp4xNlPC6FI/uijD0scepciraouqL429nu4siBGD7vkz7q3Lwd9YUCMpev5YjHVEaG/aSyGnPzdeo1g8P7I/j9yoqoSBRscq3YfKcLxQZzCxUs4NDeCE6HyOSU3RBXq5mUyga+pqT1cmTzdtpSFARu3M6tSFm53TIvHGlDcQikMxoup4xDEejr9iCJIu9/kkRVRSJhB5K82ItjAeZqSue/CEIhO42z3EAu+7f4BVg69WUsncVh5vmi1loIZuarzCfrLSNumIBgUatbTM1WQLSHct+5V+TuWIFwQMEy7ND59r08d0YLBHwSwYCDu/eLfOfHM8zMV/A0X8rxRxXmFqqYpsWd0SIPxkv0ddtzYN1OiXzRYHSsxMVrWUQBtm8KUK2YK5qDwPYKe7qduFSJu6MF3v0oQbVmMLdQJV/UefFIG6WywYmPk08Ycq1hcuxgjJG1XgTJNgyJZI033ptnIVlf0nIvaLicEhuG/bxyrA23R2Z6tsrM3Mr0RSziZKDXXkzsyUAQ8MutTuV7Dwq8/0niiWaZYEAhGlHp6XKzf3eYhUSNazdzvPnePNlcg+5ON1s3Bm3KnmnRsYzatxyFosbl6zkqy17u7k4XX3qhg/7HukLT2QbvfLhANt9AlkXczclVDkUkFnmygDk6Xlyhre73KfT1uHE5xVZEEvAr9HW7W9/t7nRhWhZTszXu3i8yObWy2cPltPsudMNaocVjGBbXb+XpbHfa3rgikkrbcgiNZud2LKIy2Oeht8NFJlenVNEZbvY8XLiS5eOzyRWRkiyLT5yTbliIgsCxgzEG+7ycOpfi43NJSmWd/bvCvHg0jqpKSLLI/bEiN+8Vf2YPd+eWAIoiUKubmKbdkAf2xLRdW4N88qk94F3TzBXnLohi07jaxy6KAu1xJydPJ3nzvXmOHowxNOAlma7zwekEI2u8vHKsY4Wsda1m8P3Xp7l6K8fm9QG2bAyukOQAuHg1yx99d5KeLjfHDkSYmC7zxok5m/K5zg8ItEXUFvPIEkS7R+DngNWUztPw278N/+JfwCuv2Cmd/+1/g698BbDnnwjN6WfP8uSsZmhmF3cFnA6oNQAsyhX7e7W6Tnenk/sP6/z4RIKHU1X8XoFKDRqaQGfcxdRMlX/6/7lLe1Tl4J4wmazGn/5wlvVr/QT8CpeuZ7k/VkJA4Nd+uRuPS2YuUePGlQxjk0UaNfitb/ahOkTUppH+//6bB8RjTv4vv7eW3/l2H6MPi3x8Jo2JwNRsFUmEcsV+cZY/c4lUjbfeX8ChCAT9MrIkEg07UGSBdKbB7HyNoweiGKbVnOIlUCxpSJJdOH7/VJK2mIrPI3HlRp7XXrZVJtsiKops6/ncfVBEloSW1o0gCBzYGSYccFBrGFy4kqGzw1ayVJflmas1k5n5Gts3Benr8dhpiItZCnmNQ7uXUhSWZZEraPi89tzWwT4vkZBKrW5wf7y8Qo2xUNT48EyKzSN++nvcVCo698ZLrB3w4vXY2v/jE+VWqglsb3bD8JPeumlaNBo2eysaVnnhiM00mpiqICsCXU1PtqHZHvXUTJWGbtr1BMHWxd+9LWzz0ZM1Xniu7YkirMsp0dPpJhZx0N0RxeV6+qt9/nKaYkHnxaNxJElA100eTZfpirsY7PNSruj0dLlwu0Ru3Mmzc0sQWRaJx5zEY04eTpbJF7RmMVtiZNiOFJ81Bxfg1Hlb8C2dabB+ra/ZX+Dnk3NpTp5J8qUX2jEMizv3C3TEXbxwJE6jYbbSfD9t1F8y0+DUuTQbhr385jd7MJtyJLMLNW7eK1Cv2575l55vXzn7QDdh2YjMmfkqtZqFoggolkgkpHDmQppQ0Bal27opSEd8ieZ7+36RsYcFdMN2DLZsCPDd16d588Qcv/TlTpRmZ3zALxP0Kzx/pI3rt3LcGS2wfo3dk6AoIt/7yfSKObmLnv0v5Ezb/yrxP/1PkErB8LBNq/nWt+B//B+BxcYrgZ9NNNO+YaZhT7iq1gRUJxQrkEzpbFrvRpbq1Opw/2ER3bCbtC5czfDC4Thvf7hAItWgPeZgarZOvqgT9MsM9IV4/lCM/+NPJ5hZqLFh2M/G4QCqKnLrfonJuQq9nW7WDHjYvjnAzEINl1NicqZGJq8Ti9mhZjrbYKDHg7HXHtZQqRl85/VZ8oUG+3ZEGB5cyrPOJ+qEggrDAx5u3C0wO1+joZlUqvbs22BAoVDUqNYs3C47SvnodAqf3869xppUtFBQYcNaP33dbvw+pUV9S6Yb9Pe4kB7jmgcDDvbtDPPplQyTM1Xuj5dZv8ZLLKLS0+VqDUQ5si/aMryiKLBnm22oli8M6UyDn7w3j+qQ+PLzcQJ+hYBfwW/JK2bcwtIQ7kU7VijpjI6XiUdVW1ysw0X4uOOZTVAT0xWqNYP1a3zEIipfeam9Fd2BvQjcuFvA5ZToanehGxbvf5wgGFA4tC9qD+Z47IX3eyU0zfFUQ+B0ShzYHWF6tsKnl7M8dyCGZdkyEPGYs2WQYxEVj0tuRZeqKvHic/FWLv/cpQyVikFPt4uFhC2zsajWCTDQ66Gn09VacApFnfOXM1SqBpue0TgnSwKqQ2b75mArt12umJSai4s9RtCwG78Mi327wq393biT55PzKb71tW4iz+h3cDslejvdDA/58HoUfvzOLJVmrr2v223LJhc14nEnn17J4HFJdt9H85wF0e4fuX6rwOjDEr/z7T7W9Nu6+B+eSRKPOPilL3cRDq3cfzpT4/zlLMNDPjau85NM10mlNTTD5NMrWQ7usXP9I8N++no8aJo9OnN6vsZv/kovfp+CblgUShrasghJbEYcv7Azbf+rg6LA7/8+5HIwPw///J/bhh9+phY4m4K5zJNg6UI7Fu2DCNPztdY820oVKhU7cihXTPx+xc7kmSa1us1AKJR0Bno9/NrXu7k7VuDijSwBr8zf+5v9BPwKJ88m+N4b06iKyG99q5ff+lYfV28W+OGbs9y+l2d2ocaaPg9fOh5nPlHlxMcJ3vs4yY/enmN8skw+bzd19XR6ePmoPWGpUjUYnyzzcKrC/l1hzlzK8mCijNstEIs4kJtyD3celLh6q8DxQ1F2bQsxPVdFUmCg240oChRKGg8nKrS3Odm3K8yte8Wl+Z5tTro7nSSS9Sekgxexa2uIHZsDdMSdlKs6H59PUVw2Q7TeMPnwTKqVF960PsD6ZYVBAJ9PYe2AB0mklYK4cSfPex8nn5i1WmuYyJLYMmxBv0x3h2oX2qGlKvksTExXGHtYbomVzczZ6atFtosoChw9EGX/TrsBSRKhs8NFW1TFsUyoLZNr8NYHC2RyDdYO+ti9LcTMfHVFKmk5FoXuRNEuCn/4SXJF3np40Me2TUEEQaCh2Ro4irJ0nhuGfWzdGGDzej8bhn2cPJtq1Q6qNYOzF1dSL70emWrN4M5o8Yn02SL274qweSTAxFSlxYPvbHfS3eFi9GGJdLZBMKDw/OEYswu1FRO1qjW70WmxEbFY0p8otLtdEh0dKj6vwkKyxuxcjULJIBRQaI+7UBSRXEHDsiCX0yg0nxHBtEAA07Kv2fAaL9WaTjLVQGnq5OzaGkRxSLzz4QI/eHN2RV59/64IWzYGbD0eCz75NI0sW+zaHFjRSSwIgj0N7s0ZTMPkuT1RAgGV05+muXAlw9ZNAYIBB6XmTAyLnx9LZ9Xgf05Ij9Exf5YFWJaaFE3B/jfYAkrmIsVTEhEsocXxN7FQVdEON6FVzMWyqWCiKBDwOezhDAKtHHMooFKvmSiy0CowHtpra6G88f4CE9MlRFlg744wsYjKlvV+5hI1JBEkUSCbb9BoGOzeFiQSVlvj5lyqZKdZLItqzaCzzUlvl5dcwS4QAuzbEeZQc5B5vWZw8VqWqzcKPGry43duCbFvZwhBENAaJuXKEn1R002u37bD+UN7n95YJIoCM3O1ptaLF8uEiZlleWrB9iSfdT903SSVrrNzS4ieTleLny/LTeP62BfbYyovH2ujI+5E00ze/mCBi1dzzCcbT9v8E9i7I8zxwzEsy+LmnTyVmkbAJ7cYK2Aby0UlS0EQ2LrBppF+cj7dUr60LDvaWBTgyxU0Tl/IrJgLm0zXW6MdO9tdvNhUsuxqd3L0QIxo+OnNZ3PzVd47meDjs8mWEe+Iu4iEHbz1wQINzWLrhkArxVatGUxMVyiUlhabjriLX//lPl56Lv7UEYz5osbbH8xz806eew+KZHP2fkIBB5s32NOv5ubt+xgKOgj4lBX89d3bQvy9vzWELAuksw3e/WiB0aYqaaGoce5ShnLFwONSaDRMPjqdZNumAN/8WhenL2S4djPLphE/awe8VGsG2XyjZbQtS2RZCh+HIlJvLImaCYLAl57v4Jtf62IhWefS9SyZnP39Bw+LpDINXnuli9de7USSBDKZBtNzdsfxnu0rGWIhv4JpmtweLTI44EGW7Dm6d+4X2LQugM8j83BF3WWVpfMLgccp1p9VSBcEEUFo6rwIYAdr9u8sQUASJGS5ydCXBGTFplqqsoyq2BxwWZTsYpYkAiLlJiMiFnbgkGXqDaGlzdPb5USSBYqVpeJUJKQSCqkUSgbtMSeGaTd+uF0yTlXA5ZIIh1Wu3y4wN19joMfDnu0hPjqTRGoO9e6IOzmyL8JCqtHkNVvcHy/hdomtnKjPa+cpp2er/KfvT5HLaxw7GG0pRSqy0PLMag2DtuiSAuKDh2WS6TpOp/gEBzyX13j9xDwLyRqKYi+Kfp/Mji0r86mxiMqe7SG8Hpn5ZI17Y8UVfPhkpsHJs2nmE7Z3vOghj6z1cWS/3XW8XElSFAVCAQeiaEcwXZ1ujh9emliVTNe5cSf/RGSwCNUh4nJKJNJ1Xn9vgWRa4+iB2E/VwalUDdK5Ruv+KbLApvXeFpMnFFB4bl+Evq4lBsuFq1kuNMcxfnQmyei4XbRUVYnuZemXx9Eed7Fra7DZl1DizIU05YqOIAg4VVt9dM2At3WtCgUNLAu/d+U9crukFRIUlao9J6HeMHn/4wQT0xVCQaUlh/1ousLYwxIuVcQhL6lQ2pO4wmzeYKeGHk6WmU/UKBQ0Tp5JUSg0WDPgwe+TeefDee6PlZiZq6IbFi8+18aWDQH27AjR1/P/Z++94ySrq/T/9723cuqqzjmnyXmYHBmGKAaSKEmQKGBYUHbV9burqyxmJQgCYiA4gESBCUzOuae7p3PO3ZVzvL8/bnV19/QMu+7q6v7W83rNa7qqbg7ncz7nPOd5jOw5OEZPf4A5tVZWLM5ApxX5/Zu9tHT4UkGXLMSTdaqJRr9EXKErHzenO0Jff4iNaxXKiboGt0Il3uSltcPL2RYPHm8UtVrkE1fks3heGgeO2afJIBoMKgrzDahEkVN1LqLRBLNrLVhMmhQleHlSmlIU+bsAyt+KycKfrnoViYIpGWQNjSQdhCwjiAnCUSWNIyfAaBRIyDIFuXq2vN2Lzx8lw6pFrxNIJGT0OhGtBIdPOBgYDpKbrcPuDLH/mIPVSzPZtnsUvUHCmqYiEIhy8oyLcCRBcYGBeByWLLTRNzTI+ztHmT8Soandq8ggqgXmzEzD44sSCsUZGg4hCkoHcGGugh3v7gtwtsWL1xujrMjIqqUZ7D/qoH8wxPxZMm5PLFn89GKxqLhoQTrlxcbUgFB31kNPX4BPXpGPx6tAOhuaPTiThVUlvRBKUQ2MWzyRIBROIMsJdDoVNRVGzEYVs2qmLtfS7qW5zc+mtVl09wUZGglRWmigdyDI8FiYRXPSWLs8g8wMLSWFxikB/bhWgChCa6cPnVZKEV+BgrdeMn8q98vwSIgDR5Xaw5rlmRcsWmo1EmXFBorzz8/p4/ZEGRwOpURGSgr12KzqFC1Ae7ef9k4/mek6zCYVoijgcEaoa/SwYXUWGrXIiiUZyLJMQoZweILOOBaXkcTzF/9isQSHjjvIzdZy2cZcHM4Ih487yUzXUl2h8LwDNLZ4aGz2snFNFjarhqoKCybjVOcej8spuKQsy+w6MIpGLbJuZRYlBQYWzbNRMknC72yzm45uP2XFRi7dkDuN4wcU9FD9WQ8Gg8TsWgsL56Rxot7NvJkKI2UiAZkZGmbVWlKBQyyuNOaNjEVQqQRWXZRJZZmJ4dEQZ866aGzxsnpZBouT91JETEpUK9dHp5XQ6yWGxsLE4gox2tBwmB37RphZbeaaK/KxWBS5xvWrs0jEZd7+YACXL8ZnP1lMdqaO6gozZxoH6B0IkJGuxeONMjgSwu2OsmSejeGREL2DSkOYRityyfpsfviLVjze2ATltKzg8P8S9neH/yeaJAh/MkpHo1Zw84II8eT35SVGmjv8JOICJiO4fSCp4OMX5xMKJ9i530s4DIIo4wslsFk1qNWKXu3RUy4QBCpLDZQU6tm+Z5S2Tj/BYJzKYhNV5Sa6+sOcbnDjDyX49NUF6DQi3b0hbBY10Xic5g4vGo2IXisgSSoWzk1j9wE7Pf0hSgsibFiVhccb5b0PRzCZVAwNh5JNNipMBglj8p9KpUIQBI7VuRgdDWO2qKitsFCZFC5xuiIcO60oUEViMqFwguWL0olGExw66SQaiSNKAmqVQHbG1NRDPC7jSDakJGSR7t4A2VlaRu1hTjV4WLbQlnKMhfmKvJ3BoGJmlZmaChPBUIJTDW4lpy2JKbGVc00QFLbF4dEQz7/Sw/yZaVMc/vmsttrCsF3h3onFEqik8/O1Z9g0fOrKAlSSQE9/gHgCyiY5uN7BIE0tXnJzdMkZUoijp52sW55JZoaW2kozRXn6lEONx2VkwGiUUhDUyQpel6zLQhAEwuE42/eMUlKo4O1jsQS9A0FysnRJhTCl7hGLyVhMaiwmNQNDIerOuinI06WKq4V5ekRBwKCTcLiizJlhmZK6OXLCgccb5bKNuajVIoPDIXy+GPNnKQRni84ZKEEhOuvuDeBwRVls1eB0RWjp8LF4ni2V4pIkgYsWpdPUqnRrr1ySQX6OjjSzGqNBxWUbc6dt91S9i32H7MydbeXiNdmpQfj4aScHjju4ZH02yxZOEpFPzrylZABXmRQ08fnjNDS5OdPoZvOGXC5amE4snqC53Y9eF6KnL8DcmWlYTGrWr86hsdmTgmpWl5v59CeLyE2ibuqbPBw6bicUilNYUMrlF+fi9cUBmV+90k1lsYF1K5QO6omBeVKe6c9sf3f4f6qJIn5PJwZTMf/x5UuidOQk9/Yk4ZO+oSCZNg2DkQi+IBj1AtGowI79I4CKS9dns+OAA5c3RjwRxqBXhBSyM7V09IZQSQmCEZk0k4qifD2xhAL/OtPsJT1dS3WZAZ8/yrbdo5xq9FBWZMDT5kWrlaguNzLmiCKI0NShcNps2z1GbpaGjHQNDneEUDhONCaTZlFTmKeltFBPUb6eXQdj7D1sJxCSCYVj5Cd52I16kcEErFhsA1mJDPNz9SQSimOpKDWTkaHDmKSlHRwJMzgUYv3KTELhOIMjYQRBZHatwjc+NBLiyCkXM6pMVJUZyErXsG5FJlqtiNsTJTKJnAoUp2cxqXC5oxw87iQrQzkXgGWL01NOKhiK09DsobLUdF5WyKoyEwvmWFOfx7uI9XqJ6kn0DSpJIN2qYcweYXA4RH6u/oLkaeOOp7ndRzQqU1qoT3KzRMnJ1FKQq0s5bZtVTXmxIaXKNI6fH7eWDh+HjjuorTo/sdv4d5IkYLOqU9txupV8d02VidoKhTFy05qsKduYXWuhuGACZhqJJognZGqrzAyPhvhw3ygrlqRTlqwPeX1R1GqBcDTBviN21q3IJBiMo9OJ5F9gcAWoLjcpA49OxOmOsnXXMF5/jDkz05gc67d3+ThwzMHKJZlkZyq9Ex9loqDw2xTm66fMuEKhOKMjYQrzDCnaZkimY+WJtKxOJ3HFxXn4AjFOnHZy+ISD+XPSWJGE9nb3Bugb9PPm+wPE4wlWXZRFYZ7ShT5uKpU4RdNh9gwLfQMBTtW7UUkCWRk6sjLA7YnQ3OIhFIzx8Bdqp53IhVTj/rv2d4f/p5qcoLvxOYxpFZTMuO28i4xH/uN8O6KkdMIKokhuJgyNKZTJkiSj0ogIMaU2EI1CaEzGZolRUmREr/MQDMUxGiRGHBEiEZkxZ5RPXpZHS6ePX73cg94g8b2v1aLRqDjZ4GL3YSddPX5kWeCiBTZ0Won3PhxhaDSMViPS1h3gmqtyybTp6O4P4tsXw2JW0drpp3cwiM2iZu5MC4dOuAgEY1y6LhtRFAiG4pw44yYvR0u6Vc3B407WLMtI0RfUVJqxpmnwBxPs3D+Gxxtl9dIM5s1K44qLc6ZDDM0q3L44pxs9bFiZSVWpCYc7mtTOVWQLTUYV3b1Kzn1GtcJ2aDRI5GTpzrvNrt4Ax+vcZGdpSLOocHuirLooY4qmayAYp6c/RIZNO83h52TpWLbQissTJTtTk2zqUmT6BBQpyMkv4owqM2ajMuOaOyNBbdVUVNBkSyRkZlUrM6Tx4z580kk4nOCKiyczgCq6vA0tXjRqgapzBGGyMjRYLGqcrijxhJyKLGVZprHVhyUZAKhUYspRgcLuuWiulbqzHkLBBCuWZJznnqinMEw2t3lpbvOxfEk62RkaVl+UQXbWxLXs7PFz7LSLmdUKvYIgCFSUmc5L1jbZ+odCyDI4XAmOnnCQn6ujtMiALU1DXYOb4bEQC+faMOgVZbWZNeYp8NrzmTKTdJKWpk5RdYPCRT/qUIgIM89toIsnktzzE4GYWi1i0CupM6NRRXOrn9m1VkAReB8YCqBWC/T0BYktlj+y/wBIMrhCOBInNKkjOS7LFOTrCQRjjNrDZGVMHHMiLp8XlvvnsL8Xbf9EkxGomP9F+ttfxedumUaUNvnfuImSkBKuVmuTg4AIapWEKCaLNAq8H0EEtUZFNCYncdsSGq0KKbnNUUeU3CwtVrMatVZFMAyjzhiiBA5XjMI8HcEIHDzhJBaXmTfTzMxqI3qtRF9/kGAogdsTo384hCgKVJYZ0Wklli+ysmC2hd7BMB09QTRqgYIcLb6AQh0bCMY5cNxJd1+IdJuG6nIj82eZUw4n3aphRpWZ3v4gwWAcdbKjFJQ0hMujQM78gRinGtyAglLp6FYE0ZcvtrFpTVYqSs6wadiwMpO5M81UlBl478MR3nhvkL7BCfbLcwummeka8nO1yvWxqOnoDkyhwx3f7qXrsyktUqIyxVF66RtQEBI9/SFaO3wpki1RFJhRacLuijKchCcGgnE83ig6rURpsZHF86wU/gcpoMHhEHsO2+kbDHG21Zu8NxYWz7NOe7ETCZne/iADwyHicQWSO17wzkzXcs0VBVy6YSoqJhaT6ez20zcYVKCJQ1M7beubvTS2epk9w0J1xdRBJBCMn7f4XJivJzdHx55DdkYdUYoLDVOK6qZkTaG8xIBeJ3H8tCJAcq6zD0cSUyCbTa1ezrZ6yc/RsXRhOhtWZeNwxThywoEkKVQSb70/SLpVq+DvbVoSCZnWDq/Ck38eiyc7iI0GFf5AjOY2pWjf0KyIkq9ZnqGwebom1hfEc8VGFevu9dPU5iU7U4PZPBETDw4HeeP9ATJsWtatzPoPnT0oDWCnGjyprmpQnrkDh+2kp6mxWrRTun9BcfQJ/jJsmX+P8P9EkyQBnSGbyvlf5Ozhb7Fo06+QpPMX5MZ9fjwuEowlFOeOgCgo/DggE48JxBNy8uVVOv8i0QQNLT4i4RixaIKh4TA2qwatWsBikvh/P2khFpWxmiXUaoFjp92cqHfT2R3k4tVZ6HQihbk6nnu5D40KXN4Yudla8nO1lJUa0ahFHn++m4sWWbnm8jxiMYUDfXg0hD8gY01TceyUi8wMLS2dQVYvTceapqK8xEh2lppwJI7DpfCCTDZZVsTUqytMlBToyc3W0TsQpL3bj90ZZe3yDIaGQzS1+8jJ1HL15hw+2DVG/1CI9FpLCuM+2YwGFQlZQBQDzKw2k5OM3prb/bR3+1m/YqLhyuuLMWqPMDSiEMZtXp+N8TzMjJP1WB1ORQSkosRIYb6ehXOtxGKJKTjqnGwdS+ZbSU9T09zu43SjG4NO4rINOcmO3Y/m2BlvoJlVbcYfjNPdE6AgV0f2BcRZRFFg6QJrqqC757CdNcsyUqkDSRKmtPeDEpkuX5yO0SCx55CdSEThRxofTPKydahUAlWlpinrDo+G2Lp7hNk1limpLFCgkwtmp2E2SljNqmm8/z6/wqtjTdPS3ObDH4glI1PlnM+2+jAZJRqbveh0IuuSXD6rk9Bbg0FFRamRrt4Abm8Ei0nNrNo00sxqXn+3n76BYCqNM2oP88qb/Vy00MamSZoI45aRruGqS/I5ftrBnoOjGA1qivL1LJlvw6BTaIn3H7NjMqpSmgrj/nQyCCMQjNPS7mXUHqGq3EhFqXJve/sD/P7NHtQqgTXLM6bw/AAp8r78XD2iQHJmrqJ/MIDbE6G8xMjQcJBgOEF5sYEEilB9abEJm1XD8GgIlUokw6ZJkmX+ZXL4f4/w/1STlfxabslmTNZKuup/kYLunftPECQEQQIB1CoRQZAUFjxRQhYkJEmFKIlo1BKJhIBeK4EokYgLhCNQVmJEVInodQJpZqWdv6k9QDQis3SBlXkz0ghHBU6f9RAMJPj0J/IIh+LICYFgJE5blx9ZgMoyA3qthFanRgD6hyOYTBJ52VpcnijxBDhcUXYecjCzykj/YBiPL4HTFaMgTwsCbN9rZ+4MM7OrLXh9MUW39Jycdd1ZL15fgosWpOEPKrC85nY/TneMmVVmQqE49c0+5s6wEInGGRkLk5ut/UiB6gPHXRw45sBkVDGzegKRYTRI2CxqVJM6c5s7/bT3BFg4R+FfNxtVH5kLjUQSvP7eEN5AnFm1FmRZRqsRp7Ex6nVK/t7lidLQ7EGnEZkzwzLN6U42nz9GV1+AeFxBMO0/5kCtEplba2HD6qwpqRNQZiuTG4p6B4IcO+1GpxVZusB2QSx9JJpg1B7G442y95Cdzp4Ayxels/qiqSmbvBwdtZVmzmkjobXTh8sTnSZgPm5Gg4rSIiNef4wP94/RPInjRyUKyUKqimWLbKxflZW63rGYTHuXn4GhICVFBoonzYD0eomWDh+tHT6CwTgnz7hIt2pZvjiDWCzB/mN2MjK0KQK2yffgfJrHyuDi5cAxBxqNRFGBkYvXZGMwqGhocvP6uwPIwA0fL2burIlu4ERCEUAZ9/w9/QF+s6WHNLPSSb1kQTp6ncS+w2OcOesmHIXrri5iwWxb6p4dOGanq8dPe5effYfGGBoKsv/wGO9sHVQI3axarru6iM98qpjegSANTW5+91ofXm+MpQvS2bQ2m+N1Dl56vZcTdQosWKn5/Z1a4W/CZHEcXw+1i7/K4fdvJLNgDek5i6ctm8rlCyi5+niCUFhEEBWuGr1BQB5TxnKNBqJxpePSYFScWs9AGItRoqjAQEdPCJ8/wcI5Rq65Io+GZh+vvTtMbo6Wmz5VQHmRgW37xvjjLjtF+XruuamI264vpLrMyFO/7eVkvYeL16RTVmRgTo2JBbMthEJxnvxNLzOrjKRZVJyo85CdoWFWjRmtRuREg5daWcBsVGExqzAmSb9ESWDMGcXrj01x1jqt0nOwdbednoEgG1ZksHKJDVlWoupINMHSBVayMzX84b0hhkcj3HxNAYKgzHLOFbwAmFllou6sm0MnnJhNEkuSKZCifP00JI3ZqMLujOH2KVPkeFzG7Y1hS1Od9+VJyLLCypijKHh9uN+O1aLCZtVQlK+b0iQVDsc5cMxJhk2heji3QJtIyMn6g/J9V1+Qs61erBY1JqPE3Fqln0GtFrEmZw8udxSTUUKlEtl72IEoCqxdrkS/1eUmcrN0ZKRryMw4P6UAKHWLk/Ue1i5Pp6RI4dI5H6Pk6FiYDw+MMW+mZUoH8rxZVmoqzFNyyOPm8UZRqwR2HxzDYlYxd4aZrIyJWUkgFCcaB38wzokzLmrKTanIV60W2bg6C5VKmNaQ1dkT4MN9o8ydlUZVuYm1K7JSsy63N0p7l5/qCvMU9TOLWc21Hys47310uqLsOTCKVifysc0KXfT4cvXNHqWQm6efAg0FhQFWlkl1tTrdUZyuCOnWdNLMEbRqAZ8/hsMVQacVyUxXY7OqU9uOx2UcTqVnYnAoyIwaC9F4gpZOH0X5hhRJXnmxEZc7wpgzQm62lsEhN2UlaVgsGnRakboGN4FgjIVJ2UcBOTVL+ju1wl/ZREFIUSdo9DZmXPR1zh7+f8RjfhKJMM3HH039Pp7LV6kktDrlsyugPGgarUQoAglBWSaOSAKRjHQJk0lDJBLH5YUEAmkWDXq9hEotUZCjw2xU4/bGkEVFEq++2cf7u+3EYjJVZQpip28gRHW5KeWQ1RoBg05F/2CErXvtdHQHGXNGKS/SUVFsQCUK5Gbr8Pri5OfoGByJ4A/EqCrTYzRIrLkonXSbhtbOAGdbAwRDk2giklZTYWLRnDT8oQSSmDxunYTTHeXAcSdNbX7Kiw2YDCrWrchg6QIrHl+cDw/YeW/nKLsOOqaJhxTk6qgqN5GdraWnP0wgeP5GJ38gji1NxZJ5aakGlt6BIDv2jTHmUOoHbd1+GlsnREB0WomrNuWwZL7SAazRiLg9MY6ecuN0TVV90molli9OpzBfx/DodOGRxlYf2/aMpjpkq0oNrF2eQZpZoSeuqTRPiepd7ijb943R1uUHFEx5VvrE73qddF4pwL2H7ew6ODbl+iyem0amTUm/nKuvK8tKbvtUo5uhkdC0xi+zUXVeZ+8PxNixd5RT9W5m1ZiZWW2mqtyM1x/j5Tf76Or1s2C2lU1rlKje748Tjk6nPDhf920sLqNWiwwMBekbDJJhm2jCa2n34fXHqCg14vFOvQcXcn4WswqLRc3oWITDJ534/BONUwW5Cuqorcs/rU4xHpDJye1mpClUCghwssFN/1AoNcAPjYRxOqOcaZxQNovFZdZclEF5sQGXJ0qmTUNCllmxKJ2Nq7OVxrvRMLv2jzJqj9Da7sPhjrJiqZKGVFThlLpDWbEh1TEvkPjIhs7/jv09wv8TTRCEKQXZrMLVjPbvoeXED5hx0dcZaH+LmiUPIYrq1AOlkkQ8PpCk5AMnwawqAycbQwiCwKK5Rs62BfAFZKJRkaVz0wgE4+i0YUJRcPniZKRrSUvTcKjOw/6TXi5ZaWXDcgXP3tYVQhRl+oaizKjUc80VmfQNhtjy7iAWkwprmpo1SzOYP8vMmbN+OvqCaDUiHl8Mg16FWi2i1kiUFOqZO9NMa1cAQVC6OienN1ra/TS0+Cku1OF0RensCzPPrHSj9g+FONPsY94MM9ddkYvTEyPDqlaEIRq99A+FqC43IssyDneU+iYfC2ZZsFnVeHxR9h5xUZynxR+M4/PHycnUpNIDlSVGCnJ0BILxFN+/xxsjnpCxpakJhpRBw+6MkpWuSeXtM2wa1GoRhytCVoaGoeEwgWCc2ooJtM34/5IksHppOrFYAqc7ilYr0t4doKRAlypC5mZp2X3Ij9cfoyBXNyWlMzAcwu2NpUjItFqJ7I9Alji9URBkspK9B3Nqzy+AMm6BYBy9TqS7P8ioPcLiuVZMRhVGg4qK0gu/xp29QU6ecVNWrOeTl+dPgRBeyNzeKDqNSEmhgYYWDyaTmopSJbKXZZmu3gBGvURejp7GZg8lRQYu25BzwRRXV19AEUrPVCiAq8tNSCLsPDDGsdNO8rKVa+nxRunpC1BSaCAWS7B11wjrVk6lhnC4wnR0B6mpMKVmMiqVyMcvzWfvkTHONnsIhxOUFRmIRBJsWJVF/2CItg4f8bjMvFlWtBqRdJtmUkpHeS93HhjlbIuX+24r59MfLyTdpuG3r/ZSUWrAlqZmyXxbqpdDlmV27R9leDTEvDk2cjJ1hMJxXnmrn6J8PWlpGvJydORkaVm/KksZ1PQqjpywc/y0i+s/ls+cGdk4XBGa233kZukIhuLodZKS0uHPH93D3x3+n2yipEKQkuRLgoCQSFCz5MscfPsGHEP70RqyCAeGMFiKEZPFIJVK4cTXaERiMUXRZka1iaNnQoiCyAO3FdLQ6ud7TwzgC0J+nobfvD5CebGBwlwNarVA72AYWVYetM7eEI3tQR64rZhgME5Hr58nfjNAMJygtMjAjEoTKgne2DpKKCLzmatzWbPUhkqlYMcX+izkZKr5l5900DcUISdLQ2GuUtQLh+O8/PYoG5bb+PilORgm0exqtSIOV5QVi2w0d/hp7QpQU24EZF56c5BIHGZVm1CrxSlNVCsXK/zyRr3EqD3Cb98YIhpLMHeGCa1GZFa1GbVKwmZVcfyMB7szxqbV6ROSb0zFoweCcbbvt6NRi1y+PhONRqSyxMCcGqVNf89hB8sWWtHrFHoDn195oS9aaEWWmZbXl2UFBjc4EuZMk49VS6wMjoQ53ejFlqYm3apst60zQG2lEb1Omubc0syKKMiF4IiRiNJJnJejRaeV8Pvj6LWqafWCyRYIKqRkNquGUw0els5P4/IN2YyORT6y7jHZjHoRty9KfXOMT1w2Pf99rnm8UXbsGaW6wsTcWWlJmKKYSi8YDUqX84wqEy3tPtq6A5iMEunW89cYZFlByqgkON0gk5ejZdFcGxWlJjLTtYQjCRyuCOlWDYFgnPYuP0sWKmmmaExmYCiocBCpRRIJmQ92jtDepUh5Tk5dGQwqVi9VlKbSrWre3T6Exaxm9ow0Ll2fw9Y9Q8gyHDlhx2hUcfGaHEU3FiWNCgp5XXdvgMZWD2kWDVmZAiajpAi8JFlZxxwRDHolDTejyozdESEcjmOzaTjb6mVWtZmRsTDb94xw9aX51DcpOrkFeXoWzbUSi8Y5ctLBh/vGKC8JsnZ5FssXp3P8tIstb/dx/ccKFWEWUfiLpHT+7vD/RJNEESmpVCLLCXa/fiU5JRuZddHXOLP/nzFYSgn6+jFZS1PNcrHkDDMyCVEmCcqgIUpgs2hJxBQyLEGARDRGIBjHmiZx/63F/Oj5XsZcMTQqMBsEEnGZkkIdUpKx0e1NMDwapaZCx9UXK0gIlUrE6YkhSTC72pgqbmbaNGTaFKjcqCNKKBLHYpQoLdRTWqinsdVHJJKgZzDI6qXWKeeeaVMjSgJ2dxQZkcJcDYFggkAwhssXp7JYh88fm/agTu4Ebe8J0j8SYnaViXSrJlUonVNr4uBJN3ZXlKXzFGTIZOsbCuHxxagoNij9A4E4yxeYUs57RpXizHYfdnCywcf8mRb0VjUbV6Yjigo1hfoCzrihxc/ASIjacoMCtROgtEhPulWN0aAQavn8MXYfdjB/lpnlC6d3j160YPp3k83uirJ17xhZ6Rou35DFzCoTNRXGCx4TKGmVrv4QZpNEhk2NyxMlL0d3Qed6PrOlacjL1tLW6aN/IPiRvQKgpGFqq8zkZSvRuNmkYtcBO4Ko5KIjESXd4HRF6egOsGJJOvk5OmKxBC0dfvJzdFP6GwRBYN3yDOSEUiC2pqlp7fSRlaFAZ3v7A+w74mDdykyy0jXUVpno6A6weF46GVYNdY0eCvP1pFuVGd9Fi9KZOzNtiv6v2xNl72E7Oo3AiD1MaVEmqy/KIBiO0z8U4PAJBy53jLUrTNjSNBO1oiShYUJW7sGaizKprTTT0u7j+GknR046+NSVBWjVIs3tPtzeGNv3DFOYr+fqzfmUlyo1C0kS6O4LELJpKCow8PbWQUVC0iARCMTpHwricEWZN9tK31CIOTOtyHGZDw+MYDGrueLiPIw6ieYOH053lIQsI/yFcjp/z+H/qSYqlKoIIEoSK676HfF4iLp9X8doLSfo6yPg7UEQBESViKgW0ejUiGoJtU6FWqdCpVFh0GuQNApax+uLkZGhRtJISBoVBr0alUqVIkVLM0uo1SKyIGI0qRBUIgPDE6NHbpYGnV5k1BHDk8xf5mVrMRnVRGIwMDI956xRCxQVGgCB/Se8Kdx5ToaG7EwtgyPR1P7HTaeTyM/R4nLHWTLXTLpNzbb9DgRR4NrLc4gm4NX3RrE7LswoOaPSyOolNsxGFb97c4gjpydyonOqjaxdaqMoXzdlwHB5ohyr8/Duh2OcbPBQWqjnktUZVJRM77wszNWxcLYZo1EiHEnQ2RuivSfA1r0OfP7YtOUB9DqlMF2Qq+fi1RmYDAqrpVYjcuiEhz1HXJgMEtkZmmlsqR9lTneUD/fbaevyk52pYdFsCxqNlJplfJSzB4UQ7tK1mYw5ovT0B2lq81/wHIAUFfO4xWIJzjR7cLhiVJaZyM05Pwx0sqlUIjOrlUanlk4/JpNEOJagtUOpNeTl6Cgr0hONJ1i3IoOCXB2iCL6AMhsZHAlN26bRoMJkUvjwM2wa6ho8nKhz0dTmJSNdw+L5VtKtGlQqkVgc2rsCHDzmoLTIwMVrs1IylgDlxUZm1UxFSMkofQ71zR7UKhG1SmD+HBtud4zefoWSOztLw/CIkpMfH5ASiaS+RdK5qtUiBbl65s604HCGcTgjaNUS6TYFQZSZocZuD9M/EJzSnatWK921s2ekYTGruHR9DssXp6NWicyoNtNw1sXZFg9atcDieYrYu9mixuuNMmoPK8X6ldnc8PEipW6D8LfdeCUIwqWCIDQLgtAmCMLXzvP7lwVBaBQEoU4QhB2CIJT8Ofb71zBRlFL/BEFEZ8xm7qpvseyKF1CpdIT8Q4z27UFSqVCp1ajVagRRQq1WIalUqFUqJJWE3qA4dZVaRSicoChHi1qlQhQljCYJrU6FN6jc8NICHZIoIalUZFp1aLVaeocnClqVJQbyc7X4QkqEA0pBcs4MA/GESEPbdI55QRBYNNuMTi/R1u1nxK44aatVrdAyBBIMj0113Bq1SE25Ho8/jkEvYdKrlOmuDPNmmMnP0uH1Jejsnz7AjJvVoubK9ZnYbGq6+8M4Jw0qJqNqGvywtSvAb/4wTDQqs3l1BmVFevQ6idws7Xkhl7Y0NVqtRCwm43RHOX3Wi9+fSCKIzv8CVZQYWbYgDUGAY2c8tHYFGHNE2LbfqeiPFmjRaiUuW5/F/FlKE9a5DV3nsyOn3Jys9+APxJFEgcXzrKy9yDaNcfVc6+wJsH3fGKGwguW2mNVUlxtZu2xqmmuyOd1R3ts5ysDwhMP1BeJ09QaZVWNi89rsKTMtWZbp6Q+mGuLOtZGxMCfPuEjE4aqN2Syco/DxNLf5GHNECAZlsjK0JGT4cL8CB714TRZVZcYp+ziXt99iVrN+VSYqtcDW3SMcPe2istSYQjfNqDJj0IsMjyhNZ2OOyJQO1fOZ1aLmmqvy0WlFWjr9nG3zo1ELbFyTTVmxif1H7fh8cdRqcUrhVhDGOWvO2b4Mbk8MjUacwgI65ojg9CiiLefKGE5sUyAzQ5vqDA4EYzjcMSSVgEYjUVKodBT39geIRCdE5RUqDKW7WxSVgvLfZOOVIAgS8DiwCegDjgqC8JYsy42TFjsJLJZlOSAIwj3AvwPX/3f3/VcxUUBSTb/Z1qxqll3xNH2t7xCNeCjw9vCN9+7i21f9Ek92KVFZRhRALQmEYzKRsIxKLZGQZWIJmXgYRJWidROOgyBKaJPduR6/jKQSEASRcEJGlETSJlHUDo5GCIRFDAY15mRR0+WJMGwHvU4zTSR7YCRCe49Co6DXaTEY1KSZlYi4rikAgkBmhi5VII0nZLr6QjjdMTRqBUet1YiYDALzZphRqwX2HnPjDSSw2dQU5k5HfYw6ovQNhakp0+MLJGhsDVFdZmDNkvOrJPn8Mc62B1CrFNK1jHQNc2dMTUe4vTHUaoXYa9yOnPZwqtFPSYGO3CwN61ekY7WopkA+43EFQqlLdj3XNflwumMsW2DB5YmRSMho1SJlhVrKiw0pJ2vQS7i9MfYcdlJTbmBm1YVz4v5AnJpyA3NrTeRmT1yPgyfdiAJcvGqC9iAWkzl00k1OloaqUmXWIkxSwJhd89FpmEBQoagQJVLnBIoj3LAyE5NRSg12iphNkMVJ9sn8XB1L51mnbbMwXyFss6WpEUWFi76h1UdLu4+ZVSZmVJkV3d+4jE4roFULpJnHI2dFzSsQUDiS1q3ImJKGSrdqWLYwXaEFTx6XP6CkMWNxmewMLetXZeLyxjh2yoVeJ1GYp2dgOIhWIzEyFmZoJMTqizJSNZM0s5pVSzNp7fLR1x/gxBkVTneE5YvSKS4wkJOppac3wOBwiHUrskizKLrQsiCkUjrjlpGupTBfR0d3AI9XwdIDVJSYyLCpqTvr5qrN+Wg1/3EdpazEhM2iob3DRzQ60dA3o8rMBzuHaO/yMX/21OufYEL/4M9tf44c/lKgTZblDgBBEF4GrgZSDl+W5Z2Tlj8EfPbPsN+/igmShKhWolqllj7JZCiu/RiCJPD5N24nz93N5/d8m0evfR5JUjpvE4BKklGpZCXlA9jMapq7A4iSpDBqxhTe/LxsRQJtYDRGQhYx6SWcbgXWuWzBhBM4eMqLPyiyaLY2xSPy+nYXvUMxlszTsWrRVKd6uM7H8TM+zGaJJXONzKhQWuM/2OeivjXAsrlmbrzKgtkoEU/IjNij7DzsJRqTuXKdlTWLtAiC4gBn1xh57YMxugciXLw8jSXzLORkTo3Sw5EE2w+4GRoLk5OpNH+tWWKhskQ/pet1sh0942P3UTdXrrWxcblt2qAVi8kcPOHFYpZYsXAC4TJvhpH8XA152Rr8gQRajTgN33+2PUDvYIj1y2zotEoKIBaTGbFHWL/MRltXgKNnvKxfbp0WUZuMEvNnmslMn96oJMsyTk8Mi1HF4VNuIjGZzavTp0zNZ1YZkyRfcU6d9TKz0ojRIKWYKwHKig2UFV+YKCwYirP/uIuacgNFeXpC4QRub5yFs83T8vt2Z4RRO5QV65UUkqyAUnQ6BWp7oeKvShJSMMGB4RCv/XEIW5qKDSsyycrQTEE3rZzE2QPQ3OljzyE7M6rMFBfozrsPjVpk9UWZyLLMoRNOunoDaNQiSxdYWbsym8J8IwKwaW0W1jQNTleYN94fVDqi8/TEYvIU6KIoCsyekUYgFGPPITtpaWr0WqX3w2RQUZCnR5BEmlrcSiHYokYaL4wmz8XhVGiVLUlGTlESiERlYrEEZ1u9SjqrxEhXT5BwOK5AedVKQXtgOITFpJ7WAyGJAga9iNcvEwrHUw7flqZGUokEA7EUOidlssKS+7ea0ikAeid97kt+dyG7HXjvz7Dfv4p1hV2c1LVwUt/CCb3yf5O+m5P6Fk4bWvj9E7W8/tMqFvXsQQQW9uzmlR+U8+JPKjkiNdKh7uWo+ix7e0aw4+aY1MS7df2YjRpGRQdHpbPs6RjEJwX4XVcTdX0uAkQ4GOxhJBqgKTCGS/Lx8PsnOdGtdOblZ2vxiQGea27kYOsYHl8ctVpAb5LZ3jfEp58+TPvoBP68JE9DUIqxpaOVfaMDVFZoUy9PYa6WGZU60owSz70zwJXfP4AjFGTRLANZNhXxOHSMBPjai2f54PgY33u7mYSUoDhfy+xqAxVFOkRRaaTyJusJGrVAXIxxNmBn24kxvvtWCx1DodQMAmDIFeIbWxr40q/P0D0SJDdLQ16WlgQwf6aJ4vyJKFmWZfzBODMq9VSXTs1Lp1s1dA6F+e5bLWw97OBondIZ2j7g59/facbhj5BpU1GQo01BKGdUGjGbVdQ1BYgnZIoLdCyYZVSoiM+ZVkuiQFmRHvN5hEycnhjv7hnj0XeaccVC7OodxBmYmjIpzNWRn6NoDDjdUQLBuOL8lqYRFWI8/mEbDv9Hq2rJcpJgKwEdg35+sq2V+fNMFOZNvRaJhExzh5/Xtg/yrS2NOPxKi/+GlRkKKMCi/k+hfbQaETQJ3u8a4FdHOvFGLlxHkGWZ9/eMsH94jKISHfNnpf2H++gc8PN6fR9ZuWoK8/TMqjajStJHZKZrkUR4fdsAWzuGsGYoKKGL12RNob8YtwOnHGzvG+KE187CRQoqq33Az+9P9xKMKnQgxYUKtHI0EmIwL8hYIEQwFOeplzp45LdncPgjLJhjJTNHw3f+cJbOQT87Do3wg/eaWbjAynVXF3C62c1Dv6pj0B7E54/xwuvd/NOLZ6bdO1EUWLY0k5iY4JHf1WP3JVOueomScj07Bkf44nOn6B72p9ZxxyLsCYzSPuLlz23/oygdQRA+CywG1l7g9zuBOwGKi4v/B4/sP29Hvf3Thskgyk1MABff8SSPvftjFg42o5ITxASR4/m1PHT5l5BFGMULIvy6rgskQIR/fLuea+b46JKGQYRnT7YjAokY3PPb48gJgZFoiJ2OAFE5rhR1QjK3PHeEnf+wjvIiHe3SIO5YmNt/fYL7F8/BJXgZUnmpc42AGz7z9GFWl+byxUsrmFFhoPGPg4wl/Ozp8/PdNzQKt7oAt6woZcdxD22+MXa2jdLm8vDY9maev3UJ+TlaGrt8/GhvI3VDLo4MjjAWDPHQJTV8fnX5lCab334wxK9PtvP9G2azoNzKgOxha08v/UEvDaMuKkv0RKIZqFVwstXHtz+o50S/A4DiHB1f2lxFWaFuGvzRH4yz9ZCTd5v6KMrVcP8lldPu0cG+EV4+08l9qytZl5vL9//YwpAjwqv13ZiMEveur5zCqAgwu8pAuEThNEpIMrtOOXipvovv3zibeSXW//C5iMVl+sZCvNXTxdFeB/NzbZwaclJaoOfudRXTlrelqdm8JgMBgb2nnOxsH6J3OMS2ngFUksBda6evM24GvcSMGUZeOtyDNxDlNye6saWp+OIl1VOWE0WB9cvTOWof43fHuynO13PLsjLe2TPM2439VJQY+MKmStKNH436ybBpcGhD7BsZZd/IKHq9yJc21Zx3WUEQ8KeFOdQ8ytdfThBWxfjRTfOpyDp/+ksQBDqiXo767Hx7e4QNQ1ncua4Ck0ZFIBDHmqZ0th6x2zkVdvLSyR5ePdHPl6+qIi99ek/BoCpIU9xL0xEvZ/o9PPrJubRHfbxzbID96WNkilqWj6ZTW6Lm7b5BgqY4L7f38rl4OV0xH1sHhplxyEyF2sT7o4P0BIMU1OlodHrZPTLKsDNMeb6RGDJvtvdTW2fi86vLaQp72NMzStkBI/evr0zRq4TDcfpHA+wPjtHnClKyT89XLqnheKOT94eG6PArjr7yqJF/uKIGQRA4HHAwmAjzz2818LvPL//Ie/On2p/D4fcDRZM+Fya/m2KCIFwM/BOwVpbl81b1ZFl+GngaYPHixX+hXrO/rHWnF+DX6hHlBDFBQJQT+DU6etLzpi+c9I+xBLx8umvKQDKewvOH4viiSkQVlZM6p8lEkjcc42M/3c9n59Wg10i4YxCMxfhV3VlGAiFyjErEp1dJDHlDbDnThS1N4suXVLM8P48ut5f5eel0ujycGXYBUJKnIxRO8MyhdlYW5eAMR0hTaxlyhQkEBN6uH6RuSFl2LBii2Grg0jm50zoqX2/upN3j5oHfn+TN+1dyx7pSNGoR0a/QGNRmWfjai2e5e0MJvz3Yy4l+B0uK01lans4tq5Sa/uR8NIDdGWPXKRdPH2mi2emGbshN105xjlqNyMMfr8RsFugZjvCbkR7eau7h7tUVfGlDNTcsPX8gYdBLdI34eHpvP7euKuHV5m5a3W5+9GELv7pt6QXvdzSaYO8pN3t7hugbCXO018H6miy+dmktO5pGuG5J0ZTlA8E44YiMLU1BAgVCcV4/2ccfmnu4fXk5D8+o4drFyjrxhMyoPUq6VTXt+j63u4vnj3XwuWVlXFlZgDcQw+GPTHPeBr2KBy6vJC9by7WLi4hEEuzuHGH34DC7ByEcTmDWqbjz4vKPdPy3rinl/TNDDIaDBCLnF1Aft3s3V5KWpmHLvl56ggHu+NVRXrt35QW3f8eGcva3j3HW7qVlrxebScMMUxq/P9bLw5+soTjLQEmBEbqgYdBDq9NHdraGhy6rnbatm1YUc7rNSVc0wLF+J9vbhrl6cT4HB0ZpdvhoxscHzUPUllhwRpXZlz0UwWRU8fDHq5HfgtYuHyd8TnqCCuPovuYxcnTKuzQYCPLhkREe3FjFXavKaev1MeyamK36/FFe3zpAg9fFg1dWk6ZT0xL00hdWttXS6eXhF+qIk6DD72dxoRVtXOK9U0NsqM1hUaUNg6ACwuRb/+MmuT/V/hwO/yhQJQhCGYqjvwG4cfICgiAsAH4BXCrL8shHbk0QfAB7RBFMJggG4d574Wc/+zMc6v+MpQc87CxbxLNLP8HtR/5AZsD9X95WMHr+6bOIUj8Y8AZ5uaGFocAEEmckEMKi0TLsD3FRWTo6WcvurkFA0Uh975Cb15s7CMbitNm9jAZC6CWJK+bkccvKEpyeOEa9xIgrwv7eYd6s78OsVdPeHyXDKvDpRSXIMuxvcdDj8vLVLWd4+pZFqRc6npB59Lo53PrcUXpdAbYc6+WutRXcv7GC77/XypEeO63DPpzhMDlZIivKMmmxu7h3bSXHe5znOVslgv7whJtfHGmize1mZUUGi0vTU85x3GRZJh4WUUsSb7d0cPuyMj67qAyHO8aXLy+9oNORZZl/f6uVXf0DqDXwg0/P4dGtTXzjypkfeX9icXi3sZ/XznZzWWU+y8sy+PqVM6nIMlGTN1FbCCcFWw7We3invp+HP15Jnk2HQSfx8NVVVNcZuH5J0ZTjc7pifHDQziAe7txYRrpR6Vvw+OPcvr4Us1HimkWF/PiP7Tx7qBNfIE6aUc3d5zjvdKNmyqD4j9fWUH5MR0KGQ6dcHHWMoTWIfGnT1BnCuMUTMm1dAUx6FYRB9R9kgtONGu7fWIngEvj5sRY67QFeOtSjzAI15w7iEXYeGEvVBIqsei6emcPbJwZ4p3OAWQ0W7llXwdL8DPZYR7GpNbTim0Ka128P8LuDPXxubRlDI2H6IyFCcoLyTCNVZjM//LAFezjKzCwz4VCCJYWKhoNeFIjEZYzJwm9bt5/mMS89oQAfn5nP3EQagihzetDD7LlprA1noTEoCJpLarJ55/QQrzX2U5Cl56GP1cBbCp2HQx/hD80D5OfquWttBbetLWPMG+LMoIfmUR89gQD3ra3gZlMxnf0BTo848STi/GxPK7+qXIonkaQCGfHx57b/tsOXZTkmCMIXgA9QkhTPybLcIAjCvwDHZFl+C3gMMAFbkoWIHlmWP3aBDZoA1ixeLB/btQtyc+Haa/+7h/k/alff+uPU3wdK5/+3tnW+WMqoUuOPKQ+FVa/i3lXVPLq1CWd4ApKnTqZCmvr8GNTKhGpZeTq3rijlyR1duCLKd8VpZhzBMMF4nB5nAL1KxWsnXbx/dpRvfKyajDQVIBMIyRwc6oMhmJubzrO3L0QttPOb416O9Th4fn8ntyytpHM4yKvH+/jiZaW8ef9K/nCyL+WUJUngjnUlHOmyc7xPSd/EZZmeoJv6ESc/3dHGyQEHRr3EPck0iN0do7E7wIGeISKxOG1uN+trsvjBdfPP67wDwQS7TrlxeqNcv6AEuzuBUS/w+7puinN0fGHj9BRQLKbQOqdbVdAPe5vtfHpJyUdG9uOm14k8/PEqivM0HGr0cnDIzlunBqY5z50nXOxoGSTdJvKH5m5q6vTcvbaCWFwmL12XOt/JZrWoGJY8PLW3DVuairvWVuBwxXh3v50B2cWdGxTH/k/XVFN1zMDZDh+v1LUTiibQSCL3XnL+qD3PpkulZP5hpI6jDoV1c9dxB6cddm5aUTJlvURC5o+Ng7S6vMzItNAzEGLUEybLcmFSN4CALkZITrC2OgvBIfFPL9XzyDW1qW1HYwn2nrTzQn0nTU4PWTotva4g2xuHuXlVKXqdlHp26sdcNLm83LWynFXzM/n0RcpMrWPAx90vnKDF7UWVLLJ65RhlGQYuyc3hy6+fwhWLsrY6i9l5Fh7f3c7JQRcrZmYSSOJjvcnOyKaA4uzX12TR1u2j3u/hhsWFbJqdx6cWFPCTd1t5uUEpV751epA715djNKi4cVkx6UYN1SVmfrKrlQc3VvFIeS3XLi5iaCTEuzsGqevz0BtSovz1NVnMyUjj2wfO0hdVvqvIMvKNq6YGF3+z1AqyLP8R+OM5331z0t8X/5c2/NprkJ0Nq1f/9w7w/wemEQUiyQc0lpgYBgRZ4ul97TjDIbSiSDiRQALswRAWnRp3KIw7GiZDr8MiGmnuC+IJRZlXYKXEZmJf2xjxZGHS6Ysz5AqztbODxlEHT+xu5+mblrD3jI8/1HVSnZmGXitwut/B6yf62Dw7nw+aBhnxhwiHZXaf9vLburOc7HdQkqfm3vUVqfx1fXeA10/0sWlGFrkGM9WZMVrGPOg1IpfU5nCs28G9ays43uPi+mQaJBhKsOukl6ePnKXZ4eTBjZU8cpnyItkMas72+NnWMshnlysvXDwus6/ey4v1LZwccLCsNJNDXWPct66Cr26u5fqlU2cDAG2DQZ7a3sXdF5fy9U/WMBgIcLBzjJeO9PLlzVXTlg9HEri8CbJsE1DHnDQt926oormnLrnURDYykZAZdcY4MTzKlsYuxRkkz8EfiLP1sItm3xh3biib5pxVKoE71pWRZlJNmcns6Bhg98AgWp3AlzbVkGHScs+6CkYWhJl50kRLb4DXGzrJtKm5e10FiUSCxm4/21uHuHnlVGf+j5+oparIyMbKXH72XjtvtvWi04ipGcGxRhc72oe5a3MpKg0c63Lwbns/c0+aP7LOYHdF+fTSItJMKi6fmccjv25g3+gI+Qd0qcEwFpPZ3TlCk9PDzGwLLk+UGxcWce3iommzkptXlaLTScy0WTg+4CQWU0RVXjvZR4vbS6nBwJA9zF2by/GHFJ6l91qGcMWi5Bi1ZEgaPr4gHwmBaxYVKvdmvCCffK/GB5lrFhXyqR8dUK51wwhvfGEVeel6vnhVNQc6x+gJBDnYbueuDRVTAohbVpdi0Eup4wfwyjFO2J0pZ7+qMoMfXDefJ7e20RcNkqZSUZiu46c3LUrVOSySmtF4hIqsj9ZZ+K/Y3za1wgsvwM03J+Wg/m/buLOXBAGLTsdoIIBBLeEMhXGGlGhdLUmEEwnigF6SyDeZicc9lGToaRzysrWtF0c4yLFehW3R7ZdxhEJkGhTESqvdzRdfOc3nVhYx5A3yxU3Kw7y7fYD3WpTIZlaOjc8uKaXfHqW5b4ARf4jFxemMuhKEY4Oc7HewpiqLG85xrn840cdzh1vZ3z5K85iL21aU8qkl+Vy7uIiff9DFgQ7lmH7+mQWpl0WnFegIjNLscLK+JotbVihOsb47wC/quhi0R3mrqQutWuCW5eVIgsz+7mFODjiYlW2jNN3IRRXW1Hrns3fq+3m1oYPiXDUPbKrkKxur+dZbCTbUZk9Zzh9UKAXaBgP8am8PD1xaRvkkEQy1SuAbn6phzmlTasAC8PgTfHjcjT8c44ENldyyYiKtFAonODY8wu9OdWCzqKY50HhcJh4WmGnN4MltndyzqQyjQUVWugYGAKa+F9lpWu5eV8GwO0xloZ7rlhThdMfYdtjJc6eaaXK40WvFKfuZ7Fgf/kQVM+qNU2oIz+zt5IPOATQ6yEnX0l7nY11N1rRUWt9YkN8e6Ob2dWVYDWq2HhylzuHgS1dWcfCEE7s8PvucGAw1apGvXVNDzSkTbxzpZyAUpMcdTF2fPcfH2No6xIOXV5Fl0XL5jDw+98tjtHm8dA8FkBC557IyhQV2NMiLp3ooLzLi98V5vaWPPJ2OAouOWVlpvH62H0mCrt4gDm+UL19RjVmScMXjWDTqKdciHI6zIieTvs5eRoMR3jjVz30bK9GLIvpYsndjyJ1KVZ7vWo6b2aRKzcZnZJv56acXkm7UsLwkg5eP9uKOxXCP+NjeOEzFWsXhu5PLt43+DaZ0/lKWGw7D7t3w7LN/7UP5i9o0LP8kK7aa6HH5kAQhFYXHZZnRZL4+36on06yhPMNEy7CPYz1KmkQjCATjcZrGlM86jYoHN1YBMlfMyecPJ/uxe2NsPzsMQCASJxCIYdGpOT1g53sfBBn0BDjc4WRRSTpfubKMzHQ41OHgcKcDnVrieN8YNVlW5hekMzPPwq8Pd3JRaQafmFuCIEvT2vzv2VRCmknkULMXcCEg8Jml5Zj0Ap9eVsThLjsHOsamvETvn3Sxq3mM21eWcd+GylQO+8VDvbx4so27VlfwUHENV88rZMdJLycGh7hlXQE5mSp6hsK8fKKThzfXXtDZB0IJ8jRWlpdlcvm8HFoHgvxwRwv1Iw72tIwyv2Sif+FAvZftrYNk2OCNpk5qS7XcnTvxcociMjlp2mmpGYtRpCfi4HcnulhSlMGtK8uQZZm2gSDvnx3gcxuLKM7TTHOgAHZXjK1HnLzY0ErjmItMmzIoPHhpJWX5ulRa41wbP46DDR7ePzuA2xelyeFmTdV0Rz1uiYRMe08IxyRaaEkUUpKG8QR8bnUpOq3IxZV5WPVT+xCe39PFs0c60OkkvnhJFX0JLy+d6aa4QE/PQJCzYx4WF9kIhRM4/BHG7BGe2NbB/ZdVcPfaCtZVZvFv753loU01KS6mdxsHeaWhh4YRN8/evoSXj/TS5vFyUXE6JoOK357oprrMyN3rKugZDWDQiTR1eLl5bQnNDg8NYx4IweXz8nikupZdR0c46nZw9ISDohw9vrgyU/ZEoyQSMvUdbnZ3jXJpTS77BseIyTIFFh3XLi5k55FRtrUOMpIkxCqy6bl8Zl6KeK+u1cWurlFuXjW1ThQOx+l0KO+rMzAB2XyvbghvQqnPLSyyTr0v8jn//xntb9bhX+FwwKpVUFb21z6Uv6h91D0d9AT41PxixrxRdrcPTl9Xlnn5TgW2NeAIseaxD4nJMlFZJsekY9inRFXuQIwbl5aQk6bkXL96WS1ffrEJRzCEUa3CH42Ra9Ez5AmSadAz6AlQaDWwebYiBZdu1PClTTU4/BF+/EEHw+4YM7LjnB1RCqwalcCsnHQOd9mZmydTN+igMFvky5Oge5kmLfdfXIHL38yBPugZifKpxw/z/etnMKcojWduXchbZ/qmPPi/2N9Cw7ATi0GF3R3j+b093La6mPsvKaUwW8UNS5WpcyIhc2q4m2cPtZJtk7hvfQWnuz2c6HXR1Bc4L3oFFIfWMGrnYOcY754epmcoxoHOMVZXZvHZFVOdab1jhFfq2qekZMbNG4jz0k4727o6+d51s6ZAEEVR4HNrSjjW7eBor50tx3q5eVkZT+7o5vXGDiRJ4N7150+N2NJU9MddNI65UlF1NCZzrCHA8JjiLNy+OFqNgG5SMbShy8erJ/pweqK80dQzJad8ocEvIcPb9QNsaegiw6rmrrUVRKIJlhdlMeD384mFBaQbNawozOan77XzxSsqqCxIyv+NBYnGE9yxvJybktft9nVlWMZTUUugKE/HmTYvv9jXQbpZYcZ8o7WXgbCfp25ZRG2BhX+/ej5bD47yQcMwl8/JRW8UmZuTxskBF1uO9XLr6hJEAW5eVYJKJVKUo+faxUWcaXfzzIedxMU473cMk5ul5YmbFnLPb47TOOalo9sPeQJ5uXoYg5UVGVy7uIjH3msClKDL443x3debOOiwE4rGWV6TTs+pAPEw/OCdZtyeGO93DzEry4xzNMqSIhvf3XKWTbNyaHZ56ejzs7V3mK5+P3q1xFc+XkOmWYtKJXJRZTpvNQ0y5Avzzy/WY9Kr+PSqYuqGXTQ7fYzZw/zba4088skZZJi0WFVqxqIRqrL/Y3bTP9X+Zh3+5XY7/Ou//rUP4yNNE4vyr1ufYGX3KawhHz3WXP59zS3sqpiufvVfsWgiwb72Yf79Exdxss+BJzwVzeoJTURjH5wOKHTMchwZqMo1Eh2QcQTCtI95+fWhLh7aPOGAs1PBq+Io5helUZtbTO9YmNdOd9HnCvD68X4eunRinXSjhmgcPmju5sYlpayfkcGeFgdHuu3csKgUURTwhpKoovOMZIIgcN/FZcgCvFc/wJA3yL0vnuTNL6wgP13L51eXE57Up/TYdTP55htn2VxVyle2nKFucAyjXuDutRXcu76CSFQmGpdRSwL3bCwlM03Jnw46w/zLO2dpdThpdTiZVWw4b75ZqxF44NJSEGW8oRifXpGHRiMTjMiEwjJMSqHesqoEg05MOc1IVCYSldGoBUJhmS31bbQ6nXz7nUaeP6fYm2XR8otbF7LlWK8CjYzCLauKEaQErX0hRr1hsszTC6BqlcDn15diNUt8alEhZq0alQTNnjF+faKdnEwVeWIGp8eGefCyiQLtluN9/OpoO/etreSrpbVcu6gQSVaRplfudSIhs7/Ow/7eYe7coESkKkngoasrqSjSpQazWEzmaJ+Do72OVMphf88I73T00veqj2dvX0SGScuv9nTz6+NdfGlDNRkm5TxcHoVKIxJNkGvVce+GStpr/cxsNHPt4iKl+7p+hCM9DrYc6+WO1eU0d/v4TX0nrR4PhzuV/d61spwrFuYxL9vK915v4YtXVpKdpkAkx+/pb7u7ebdrgBkZCiqqvdfPU+4Ovn/9PN44PkB9h4dnDndweXUOS4ps/L+PzSLdqMEoSbjjcUxqFWkWFWqtkiJz+SJcXpvHvo4x+j0hXjnTx42LipjltfCFdRX0+IK4fFGerGunw+OnyeVlQ2E2C/OtDDqDHB51YrSo+PrVMxFFeOiKWgx6idM9blz+CG+3D9Lh8fGNK2by5P529nfa6WnsJydLx0OX1eJJRv5d9olmrD+X/W2yZQrCiuxo9G8enSMl4gxaMrnhxu8x54uv8P3VN/Hztx6l0D38J2/rvnVT0SOqZN3CG4rydl3vNGcPTGkt/8nuk0QScQwqkZUVGXzrY7MxqSecSDQ+lZzjznXlVGfZ8EeVaWbDgJsvbqrkwUsqKUtXRgPnOV2DHcNhGoeUqN4TEJBEie99cjY3LC5jR9MIZwbtdDrdrKvJ4taV02dmsbjMrvoQf6wfZMgbJE2nptfpZ8sxpT5wti/Ed95up20oRDgqU5Vj5oXblzDg91A3OMbaqiyuSzqjRELmQFOI777djsMfIRyRcfkUJ/zSkV6O946xpCSdBzdWTktjeIMy/pBy8dJ0GqJRkV/ub+d43xh5GWreaOjkrTN9U9YJhGQ8fjmlyLW33s+/vtmKwx8hwyrxvWtnsbY6i69fAMY5nt81alTsq/fy+6N9WIwif2jo4rUTfeddZ/J63QNRvvpiM+2DIe7cUMojl9Vyw9Ii2nyjvHCsPXUNAe7bVMbDm2u5fU0Z96yrIBGV+OCIi++/18qgM0QiAW/X9/PU/tYp62VblBrA+MBh0Et85cpyNpXl8d7pYdpHfXx6WTGLCtM5Nehky3HluO9YX8oDa6umzIp+8n4bvznZyVM7O1LfVeQbuf9iJTWXZ9Px9G2LeHhzDXOzrHzp2TO83dRPq8fD2qosrp1VxJLCdK5dWshdayt49/QQrzf38uVXTk3rZv3sihIeuayW+9aUU2M1c2bQzUtnetjbMcYjV9eiVivvUvuYn6O9Tj5oUN5PfzKl443GiCdIKX8FwjH+6bV6+j0hlpWmc/WMPM70umlwePjx1jaunlfA59eV88hltTx6wxxuWlhMp9PHiQEXoknZ1zi52tBImB17Rmga8HHW7sWViLKwwMrhHif/8tZZ7ltdSZlJodGIJAl0zKISh5dk/N8p2t6y02rlcvNHk0b9tS2o0fHjVZ9Jff6wcim9aTnMHmqjLy3nT9rWfesqeXxXW+qzViURi8bQqUWaR1wAU3L5QKrtPxhJpJA7Oo3E7z6/jFg8gTyJBVA+h6LRpFGhmYRl1kgidl+EbLMGbbLJ58PmUYbdEXLSJiLH08mirCjCz3Y2IwhxOsZ8jPqVNNCnFhWwrjqfH37QhVEjc9f6iYJpKArPHWpm2BugPMvIMzcvZnvjMNcuLiKRkHnhYDdbTrbjCYXJTdNyzwYFfXP3hmLSLQLzC7J5YX8vt6xUouyjff08d6iZHJtAIAxP7m1GqxG4eWURapXAjRcVEorAEx/28LlVReTbtCRkmaOtIfa09fO5tUVkmzU8sLmE4pwJCKBWLUwbJH5zoJdf7G9GrYYvbqrkxOAQvznWSmGWxF1rK1hUnsYL5ReGcQ46w/xydw8V1gz+0NDK0d6x86aHzjVZlonHYWf7IK83ttPudPL8HYtS0e0d60tJM0tTtpFh1nDXmvJUl7LVLNEVtPPU/lb2tdh5+raF/MPHKijO01BlTefnO9pS0MJzTS2oaBsN0Olzp2Yvz9y2iC3Herl6XgEnWrwc6B3m1jUTuWtZlkkzK67lSIfjgim1ggw9966v5Mu/ruOt9l4+u7iYRy6r5eLqXH7wVhtH+xzsaBqhPMvEDFsa2QYdx/qcPPjiSX5y40Rxf3xQ/MbL9TS7FDqCTJ2WjgE/Dn+EYFIWc1ahhQqbCYcngsMfUbAgMoDAmD2Mw65MLwe8YfqiQbL1Wv75ypk8/UEnZ0Y8GFUSzW4vX3zpJE/cPHEPXtzTQ6c/QJ5Jx0OX1nK0y5G6HxazilNuJ6eGXZgEiTMjHu5cXYbJoGZP6yg/29OKWUjWQ5KvqDuhDGjto/9XInxZvuub/wtz95l+J+WOfloz/3RaiNePTs3RjzdcqSWRrGTHbPwcXhddkq3v3ZN2/JFoavlBZ5Avv3yWQe/EA2PQKi9gIiGzr9nF1T8/RDAaw6hWttE+5ufe353CEwozr9AKwJAnyOsne4nFZfac9XCse4TbV5bxD5fMpMOu8Njva3Vy/7oKVpRn8avbFvPgxmreOjXMb4+08ot9bakIUpaheyxCWaae4nQD379mHhVZJu5aq0SUoSh4Q8qL2Tzs4pn9zbxwoIt4AgwaDXeuLueD+hF+8mFTapu3rylOOcyblhfymcWVuAMx+pMatoIg8OrxPn65vzkVjYqCwJnhAX51pJmfbeviBx+0o1UL3JOMbE1aNbcsn45fv3lFIZ+YXcGYR+lovX1tMV+7tJZZOVn8ZNt/zH/z8tFenj3UwpYzirO/qDSdYDjxkXl1gOa+EF9/tZXNs3NYVZHF6UHHlKh83NlN3saxlgBff7WFEY8yK9SoBe7cUMqK8kzqhh28caqPbIuW6xeW8tv9vXx/WzMvHOg87/4zrCoevW7q7GV8n2JC4oV9PXx/WzN3PHecMa+yP7c3TrHWRq5JT+Ooe8rxJhIyTneMY00efr6jLTlDUhyezaJst6cvTDSR4J7VFVy7uIjTrR6eP9HJSCBEtl7H3vaxKdsEZZBZmG9jbk4ac3ItjIXCvHK6lx/9sZWoTgmGRoajNA/7ePZQJ1uO9WJMRtIWtURmhpZ/uKqar1xcw61LSrCq1IwEw7x5aoCHPl7N3Ow0/LE4elHkULeDV45O7P/BK6qYn5PGoC/E0S4Hd61VqCFkWUYUBQbHlFpaWrLQLcvwD2uqyFPpONjlAKPyXquSWguCLKTO6c9tf6sR/v86U8Vj/Pjt7/Pa7I20Z1w4YjufqYFHtzekPgtMUCvMK7LSMymXpxIFYslo/b5kse+nu+pTKXOdSuKBl09xtNuRWqc2x8TH5ucDEInDj3Y0c3ZYSc1UZJoIx+Lo1CoOd47yww/aSTNI3LaiDIte4volRcgy/PjDs5zoddA26kUUBOoH7JRlGDnRa+edMyaCURlfKIEowufXFGHQxJFU8tQi7O423qnvAeBol4OFJRMqUTqNQHGGlPobIBqXefukh18fauI7H5/B3esLybaS2ua44+mzR/j98T4EEZ4/2EZ9v5ujPaNoVHDTiiI0aqZAJW9aUYROA3ZvlKf3NWMzCawoK2Jvey+zcrPZ3TLC/RcXkjkprx6TBQZ9Hg7Vj1KUqRQ1P7eynH99q53fHG1Gp/lo/pubVhShkgQumZnFa8cHOdju4Ol97WSY1dPW67OHeW5vL7evKeL9s/28fKqVomyJn944P1UHOJ/JssypziDf23aGE312SnJUqT6IdKOGn39mQWr9WJIi2pfkmg9Gz8/HK4oCS6ttLK1eOmU/Z3v8PLmjE1ElMz/fxol+B1uO93HPugqMBonhuJchX5D1NVlcPa8AXyCOySBR3+XjyW1dhGMxPuwdQK0SuGdjBZlpE0ilXb1DbOseQFTl8fSOTrzBKK1uJdXzxfVVHOy2T7sGTneU148PUDfs5nPLS1lTk0UokqB/MMjJARcVViONLheOcJT1yQL495NFW180hkoSKM83ceCInR8ebsWVhEZKksDhEw70MYlMnYaxUIRV5Zmp5ykQjFPX6CbHoKMqLc7SwnSa27wcrnfQR4CbV5VgMajBAeqkQx8cDfHLgS5m5acx2BOiPMOI0xWlq8+Hwx/BIqkYTUSo/L9UtP3fZIKc4Efv/ICopOKbm+7+k9ePApdWZfB2vZJbnDyu1/V5ME5CYNj0akaT0eTjO9u58aJSvn/tHG585jAxGbqdAbqdARaXWGka9OKLxGka9vHK0V7+8fIZaFXwL1fVcv0zh/BFYgy6AwSiCeYVKnn7xkEndQNuLiq18eRNi1OR4zevrOHm5904A1E+aBjkwY2VfGx+Adsbh9lxdoSTvQ5uef4Qr9y5nNp8Cw9dNrXTVBCgx6nMCvItOhz+KHZfOFXkEwW4e30ZGWYVF8/MYXvjMFfNKeCu357kzICDO37t47V7V563I/Wlo708vquJL6yv5OHNtVRlWZH2w7qabNKNmmnrjA8UDn+EDLOaK+cU8cs9vTx/qIklJaMc7bZj0MX46mUTBetf7+/jUNdoylkA2P1RNOo492+YXic41zJNWu7fWIHTJzPiGuDMoINlZRnnXe/VE308d6iZNKPAzSuLUasFLp9ViM0wfXCYbLIMrx3v40SfnfU1WdN4fNKNGlaV5vPE9m5WV2Ty9qkRcjIlGAb9eZgnJ1uvPcSLh3q4bU0xaVotv9zdy9styuD9wMZKLp2bk9qfWiVwz6YyMm0KSuetPQ5+d7qdn352NrvaR3mvs4fbl5Xz1VkTyKHx8+ocDrC/xQ5Al9PHB+2DPLChkq9eWpuinlhQPlVO0uON8YvXuzljV4KYUCRBmkHD7WvKcXuizKw38/t9fTjCUax6NV+/cmaqaOtKFm1lWWbn4WF+eaaD4XiYhUVWVldncc38Qr77ahOHHUoAZZBE7t84QTjn9kR4/VQ/W/uVd/frf6gnU9JiNEj8sXOIDJuG79w0m1mHLKTFVPzyUCfNIx5anX4e2FCJxajiUKudgUiI3o4g84/1poq2fwkc/t9mSud/k8ky//7Hn5IZcHH3x79GTPqvjaH/eNnUoq1unFgtHsedxO+qRfj5p+elfgtHlanq0vJM0pJFIr1a5MGNVTx98xI+MW+ijnCoXWlsEgSBWUVp/P7zSylI0xJIRnaj3jAPbqxkabnCM3K4y8mTOydqCvOK0/jd7UvJtWjpcQYJhOOplMx3PzUHm0GNOxTjhmcO0jZ8flrX735yFqsrs5hXmM4v9rTz+IdtU34ff/HHtxuOJ4gmC2v97iCvnzx/cfPWlUU8vLmWz60qY1VFPj/b2cKhzlHeOj3wEVd8Yn8F6Rru2VDE1y6rJdusNFPZvVNTNLevKeQfLqmdQunw20O9PHugDbWowqj5z+nMWgxgSdbiFhbbsOjUBMJTp+43ryjiq5fWctMKxcGtLCvgl7t76bGHOdoWumAKSRQFHthcwlcvrb0g9cQfTvXxy4Mt/HhXE6/Wt5FjlXjkslpuWTE1heoPKTOAcXtuTw9P7m3l7hdO4Y9G+cIlpdy7toIHN1Zx64qyKcXeydc23ahhS2MHrS4Xt//6OJtmZisF1k0VqTQaKE1o8bjMT99rp83lYX6+lTuWVTAz08olM3KnLDv9vOG93n5csSjFNj12e5Qf7WjhR++28Fb9AEsKMyi0GLGp1biCUbY3Ti3aeqJx4gnY1jrCcFxJS/m9MeZnWnn1eB9rajIpNxlJU6kIxBM89Orp1PVv7fURk2VuXlpMjc1Mw5iH3cOjVJQaeeSyWj4xv4C9R8Y4Wu/k9w199EdDtDr91FhN+PwxopE4AxEl5bOqUgkAxskRx1M7f077u8P/b9p3tj5Opb2X2z/1TcLq/zq7ncs+lTRMSL5rsgyxuDLim7Qi8/IMGJIpj8lcG/Hxoq1K4Eubqkk3avjUrDSSAAVGvFNRPjX5FpYVTohsDLhDGDQq7l1fSYFFebFO9k6khQRBYE6RlRKbUk/4oGEw9dBXZJl49Z4VpOlUuIIxvvHmmfOe44x8C7+5YymOgNJmvq1x6CNz32+d6qdpWCGeu6gsnRuWnD+KzjJruHe94hC2ne2nLkmzHIl+NKvjZMu2aLh7bQUjPuXYdreM8u/vNaeOL9+m5Qsbpjqdm1cU8eVNtczNz+H7H7Rj902ciyzLxOLTc7CSKPDgpjIeuqSWO9aU0dQf4dH3Ohh0Tdwfm0HNbSvKsRmUnO/+zn5+d7yZZ/Z08e336vjRjuZpOeyJ89B+pHO8e0MxX91cQ4Y+qawlMq0G4AvEeX6rnWuemNBR+PzaYhYUZHCiT+klKM/V8/Bltaln7UKWSMhcVVuCXiUx4AkqHDRryrHoJhq3wpEET/5hgI//5CCCVglAVlZlMhgJ0jjmYl+yC/tCdrjBlWLwXFOdxVeuqObeVRUMDIf50Y4W/vnNBg6NjnHVgny+dulEkTx1d2QZlSTwtWtquX9DJVU2I80uH//yTiM/2dXKux2DdPj8rK/KQo9IjzPIU7vbATjldPHhwAj56Qaev2MJ96+v5MGNldy2qlxBZalVPLO7g/2jY5x1eFlens6dq8qpSDfz3OEu9nSPcdXMXL6wviLVhZuWLOJWZF1YBOe/av8rHf6Pf/xjotHza3ECJMJBEuEQiWCA2MggiSRRWCLgJzIyTGSoT0E/+DxE3S5CXa3EI2GijlGiDjvBjmZCwwOE+7sJ9ffgPXMc5973cRzbx2T9ywL3CJ859T4zRzo4+vObaPjhNTT88Bqubth5gSODqfqZE39/d+vUaDeW/E2SRJL1WHzBBCeOHscdUh7ucXcfDvhS+PXwJM3OF/a2E00+1fnWqeIYggCtk9j4Cq261PR6aZHyoJVap4tef+vyavLNKnqcIZ6ahCqqyDJx2UxF+SgQjn6kI//WlTPIs2jodYVSL8757DPLipmbr2CrE/J/TvPts8sLWVyszFLeqx+i9QKzjXFTOiUnHPOXNlRh1asZ9gV5YnfbBR0rQI5FwwMbK6gbGOaZfU08vbuDx3cqMNGusQiP/nGqIx+3DJOW+5KDx67WPl441MSbp/tIyBCNgTcIR9oi/HRHBw5/hE8vVWYw0Ric7p+aVrqQ+UMJ9p0NTpsNZJq13Lm2Aos+Cb08R6bvTHeA77zdxtstLZwesPPtdxThuvx0Hc9+buEFUUXxuMzRJj//9nbLlP35gjIe/ARj42I4cKLFzz++1MSgU4lsJRHe7+7mzIiTYV+Qr11Wy/WLi/nMsiJuX15OU1eAPnuQaEzmTId3mkjM4cExxuLKtk50uMmwqfnYnAJiJKiymsmzKIFYIBRnYDiYgtaaVMps3KxVHOzQSIjRkQhzCqwApGvUzMwwk2vSctfKcgpkIypBcZkN/W46B/2MucI8sKGSK2fnsefgGD5vjOsXTiCejAYVUb3y7BpUEvetqORrl9fy7c/MxiKpcMdidNr9qIUJVzyR0vnzo3T+V+bwt23bhsvl4lvf+ta03yKjg+z+1Qt83VFBQhYowcUZsri/LM7uviCBYIgGMZvZ+v34ghH6saCSowSFJqxyAJcwPqrKnMtVAskoPHlv+tOyKf3qO//Fs5jqwPICQ4A1ufEE0aTOZoFJhTfmpi2oIwrcv81JHOUBLUwKQHScOE5MTgAiRq0KORwkIYhs7QwBioziY9fOR07EIRYFlZrmpjY6nROD5vrqjNRD2jGmtII3DXl4cnsD1y+vUqLNRJyqbAN5RoEBL7x3ZoC7103kM/Wi8iKd7vex5Vgvn5iTweunR7hu6VTInlkIKTp7wOle1wWvUIZJw7x8E3UDHo52ufjSyyf44fULyDBpiScSiIKAICgydd2jHt6uG+Yzy0v5xc0L+eQTB+h2BPjOH8/yq9uWplrgJwuZy7JM25CfP9YPctOKEqwGNfvaHbiCURYVW1FJIhtnZF/w+MbtM8sK8UdiHOl0cLLXgUqESAye2d9Eupnz1h3G7cZlRQSjcUbcMQ61+tjRNMytKws51N3HE7ub0KmVCPze9RUMe8KU5ai5LjkwByOKTrJWPX3qf7orzL+9d4bGkdFpBWVJFLhpRQHDfi9XzctPfR8Myzyzu5u3Gju4cUkR+Rkq/unyGYQiMjqNcF6umPH1dp7y8sT+BupHHGRYJG5fVU59t59ndnWh1cncuqwUvUbilhVlPLuri9/Xd1BaoOb6BaWYDCI/uWkO332/iW9cMYN4WOSH73Rw76ZSdCqJN852oNeJyFEBuzfCtu7+KSIxd20sQxZkjnTYOT3k5t5fn8AqatndrzCxLyqzslKl6N2e9riwWFX8w+ZafDHFsXqT0dLj29vY2jPMvDwL92+oxOVSxGUa7V7uWF6GWwrjlWOUZxn5l4/P5odvNvN22yCfX16GzaDh8JCdP7T1s7dllE3zc/n8WgXt9dTti7j9V0fpcQX5yTut/HBHC4/dOI9LZuby6pk+hsci/OjDVhKCPEVY5i9BIfa3F+ELwi4EIbTn5EmFD79murLOM888w5NPPsnRo0en/Rbu6eQfR8oYlg2MoucYeYRR8f1ONUejVhpUuSCK1IdNdInpREUVQUkPoohLMikJQVEEUZr09zn//iwmMn75yywirzjSmbgdyv8qER77WCXaSWVcR1yJyATgppkmbnl8B48c8KcGiDQpzi0/30Zb93DqgdGrBbbuPUVLUxtPvnOUlvpG7n61Be8kqv30ZO56zO5i1KNET45AlEe3d/H7g+2MDvTz5B+P4wrGmZ+MoHtdYX5/rJcxh5unPmxGTOaxS2xaNlal8/tDnXzvg1a+/OLRKRHZm41OBpM7n1tgSUXYQ2MOntjWmFpWTsQVhANQkq5nd6udV452k0gk6B128PiOiZTLm6cH+cF2pZEoTafilzcvZH1NVorPfsAR4CfbmhnxhJBlmX67nyc+bGXLiT5+tKOFLcd6EQWBm5YX8/DmWpaUZnC408HWho+WbwAwatTE4xInex0pCoTPLCvikctqkygnmfaRED/bMT33nm7UoJYknjvQxuO7G3n2QBPvnunjjjVFqWi6xx7h+x+0oxKVLuNxTqGTnREee7/jvLOpY/0DNI6Msroyi48vKJz2+x/PjLC/fXTK+UkiGHTKQ5Nl0fH8bUtp7I7xqccP09B74ZmSKMDhviHqRxyp2YfHn+CFfX2829LN63U9WAwqvnq5wmt0w0XFfPniGq6YVcCHJzw89sdWstN03Dqvmud39vFGfS9vNHextXmQ29eV8rXLaonHZV6u76Q4X8vDm6fOMvqGwrR3B6nJMVOTYeZwj4OiPD1XVOcxI8PC4EiY/R1jyPokAeG577CgNAWakrKVpwc99PYHkZGZnaP0Am2vG2bYHeK+tRW8evcKKrJMKb1jTyDKV39XhysYYXaWhTaPnyf3TDTDVeWaeeXO5VyUbqPO5eLEoItvv9PIP358Bg+uq8QiKu/0oCMJ35SUZ77yAiph/x37W43wv7BmwYJnjh07dt4f8/Pz+elPf8pNN93EyZMn0esncudyPI7nfKelBMB/A3buQSQIB6OIiCjExhMHKiTgxT2tOJjEyohIBGX+8eM9/XQHwCRNrOMORmlzS4S2dfOzG+bxpdfPkquJ8egRNy83+en2xHi53kVPQFl+YbGVVRXp3Ly8FFmWeeLdYwwoaWw2Vmdi1YuM9vfxxSaJA31BRPMI914yB6PBAKLIxjITX3npKLt7wzy4oZIVJSYOdPt4aX8zeq2KFSVmdrW7+P2xXu5eW4EgCFy/pJhwXImwLy/X8dSHzVy/rJzXTgzw2IfdHO528cPrFxLxe0jEojy4sZKr5uWzrWGI65YUIwgC7zSM8f3t7ajVCnLlphXlRBMynkCI+p4R9ra7eeyauSkU0Jt1A/xkZzsnep386PoFvHKsl5/ubJ9CuQyQZ9Vy7/oKxrxhzHo11y+Z7iwn24AzxG8P9TAzz8qqyky+ceVMbAY14Rh8fnV5St93y9E+ntrbjEY1Hb550/Ii1CrYNCObnc0Z05Arz+5p5/HdTRi1E7MFQRA42tPHL/c3YTNNQHTH7bPLihCBIksWz+/tZX5BNmdHRrhlZTE2g5pbVxZi0glTWE01aoGHryinLEeduh7PHWqhYdjOY9vP8vRnl3C0NcC+zgFuX1Ocgq1qNQIPXlpKfuYENXAiIXPfxSW02h3UDztp7QvxvXdauHN9KfVtIfpHYhj1Il2hMX55qI0sm4oRR4zfnerg+gXFLCxIZ21VltJ4t7aCUW+Y0jw9NywtwqxVE45MzJBfPNTLh/2D0A8LC2w8sKGSG5eU8PCv6jlr9zBrroXr0otRa2D97GxuWKScm0kl4YrFsahV1Le7cLujfHJWASqVwOFWB92BAPevr8DrjdPlD9DlDxCS4ty+Rtnvl6+sITdDz+5joxxzK7P/+9ZWsCySgS5Jw9E/FuC53V0sLrDR4PASRsZmUPPQxTVE/AnuXFPOy/uUgaHToaRwxiGhrX+LAih/Lbv++ut54403eOSRR/jxj3+c+l5OgHw+z/5ni8z/q3aBEScBA1E1EymeiWWiwHNnlfSKQAIZUUkXJBcNxSFHE2M4MnEbVSoJItA75uFEj5tPFsNzzcpv3Z4YRWkaetxKRLi00MRFtihXmMfYcjDBtUtLOTOq/JZjlGjvG2ZGYTrPnlW+U6B+JdikCJ8pjvCbRj///M4QB3rDrK9M55aVZSRCPg50+zg7FuFAt507lhegVolsLJ+I5GPuUXRymOtX1vDywTYe29nL4U4HX//YHI70eNjd5mTLsR5A4MkDAzxyWS0VmQbK11YwPObgyUOjXDavCLV6wjFZdSIaIc4Pd3dTP+Bld6sdfyiCSa/hxuXl3LC0hIPtdva22Xn1RD83rSjFoFVz3SSVqVg8AbKMJIn4ghES8fh/KELx2ok+ntjdyqrKLPa1jbG9cZhbV5TTPBBkV+sANyW5+m9bXUSacXoHLyipq4trCnj1eB+3riicxkR566oijLqpvQQANywtYsgdZ9QTw+6LkKbXoEqm5NONGu7dUM6Pt7Xz1N5mFhc7ONYzikErsKaigJeP9rF5VjYvHenl00snrsG5aZtHr53Jd98/yzeunEksDi8e6ebdpk4CkTj/fHVNKkV27nqiKFCZr+fHn17Av73ZwuGeMd5rCWEzSwRCCV6pa6e8QM3ta0uxGCc6haOJODvPjtHr8/LW6UHKMk3otSJZZm2KZO7AGRfP7O4kzaTikY9X8cBl5RhNAofaHJzod7JxVjZdfUFakjBgi1FF/0CYD7oHuX1ZGdv3jTEk+lPCJ55IjL09dnYMjPDQ7BrG7GG6AwGyDVqG7GFm5Jnpblc+H+x28PXfnqEg28A9l1Rw74ZKOgf8HHM7WVWZye1rpjbtPfphB88e7WTrmSF8xCiy6fnV55Yy2BvipwfbWJxrxaiXwAsLihW4qSAKEP8bFkD5C9h3t586BStXwne+A+vWnXehxx9/nLlz53LVVVexceNGABKJOPH/zIVKJP42BgFxahpHcfwyinjYhGlIEEYkUyvTE1TObzgM1iQ9gkkFFfoYlUUZHOhwMRgQ+NneHhbblIHGrErgjYnk2QxsrrbR2DNKqcbHz07D8TEdB/q78AeCRJJQPBE4MCzTH/Jw56oydGqBW5aXYFMnkGMyr3XG+PkxFwDpOoEvXFxFulHDrWtrMBoNbJpbxPbGYUZHx9jd7qbz18d47uZFVBZl84e2MP++ewDJYOH6ZRUc6Xazq83J8rMj/PCGRWw51sN1SxRdW0EU+cScLOrrm3jskJPKTD3PHRlCUk91MGfa+jjQ5uDzq0q54aIStjUO4w0Ep8wCfnzDArYc70vlwK9ZVMDLR7q4fkkJGSYtvWNe3jg1wE0ryvjDqQF+8mEbGrVCnTDkCvLi4R4+s6yEnLSJYvZnlhWjVglsSvYOXLtYidZ3tw7wo+3NqCWBjTX5bG8e4NNLi7AapjrzcfugsY+n9zYTjMRIN6m4ZcVE4W8chXSu5aRpyLNK/HB7E5IIyCruXFdEThJlJQoCt64sJhKNE4olWFmVxrWLi3hhfw8vHG6mrt/Byb5RVCIXxPdX5pj4x81zef9MP5++qIiSHAma4Gink87RMBU5OnxBmUPNfhpGh7hpxVSKhpJMHY5wEEcoRGn6BNe+QSfysbmFnGwK4fbFSSRkMs1aMsxqen1K+uhkr5NX94zSH3Zzz8UTFB2HB0bY2adAbqtO6LlvQyXf/PhMjjQ7+fof6jnd5sbpjTAUUaaqQyMhOtxK9ByNyZwNu3jxTM9EaCUKfGZ5MZokpUYwGGNn0whd/gBb6vq4Y1kZj1TXsqwknd8f6uOD00OMdQ5hMCli7l+/ZiY1x8zn7Zr+3NoyBkYD7G9TkEaXzcmjIsvEC7u6eL93iOP9DkYTEVZVZqaa5CyixGgcKjL//Cidv0WH/1Wg8bK5cz0H77wTrroKTp2CiukPZHp6Os8++yy33XYbdXV1NDc38+1//CbSki9OSAOmHPs5EbYo/o84/Zh3DDkSQp1ReJ79nW/fE99l6kUkQWY4IBNO3qrB4EQxOU8H5kSIuKTDG5M47VVxutGNRaUsU2LTMr/MxDGnnQqbFkIB5ICPRFziwHCCRrVyTWZX5LOmVsY3MsjpZF16cY6K7T0Jut1R0k0aPpnj5/e769lYpOXNhlHCopY7lhWwrWGIbm+cn+/s4PnbMslIM3H3xhkApM2OcvevFSRPjzfBd7Z28Pzt2Vy/rBxRpeaahflE7H3MyTMyvyw79cLcvW5CaequtRUM9vbywLt9dLpjxEUVX0umYBLxGMgyokrNd7d3c6jXh0qjoSLLRMVak9K1aNCnnEyGScvdkxzbK0e6eWxbG95gDJ1KIJKAx3d1YNBpuHlFKXrthNLU6yf7+enONnQaiU/My2fLiT4+s6xkyjbHBSwAPru8GK1a4GPzCvnNwR6e2N1CIBwjIYvcvLyYPOtUdszPLi9GoxJw+GP8ZEczBo3AHavLaR0Ks+1sH5+5ANfNZ5cXoVWD0x/nqT1NnOm387PPzE85fZtBQySm4lcHm3jkMiWHfsvKYvRagRXl2exsyuCqORdOWwXD8Py+Pl460YxKgjvWlHG0y8HRbgdvnO7mK5fUKPn1oz1sb+8kQWKKvKNKgu98YiaPbm3inz82M3UOd62tIBhK8P7ZTrbUt3O0y8Evbl3ITStL8ARj7G2xc6zHgSDD0V4HnkCMTIua29eVcuNFJcTkBJIoTNEEeO1oPy0uDy0uD4siVj67pASrScXxBg+tLi+zcixEowk+t7GUkkIDT3zQgjuRwKyWpsxQwiqJ6gwzXf4ARpXIZfNzWVSq1K3eOj7ImKzMeP1hxctcqJg9/pvLE2MsqVM73uA2npIKCco2FpVYU9fGl4RYdzuDF7wv/1X7a4e4002WDyPL3qgowi23KFH+H/94wcU3b97MlVdeyYMPPojNZqOhrR11YhJkc1oEzXl++8tZzDXE8O+/QSLsv+D+MtQJZTAAJqN3vJEED803IEz6Lpo8jzxtnEQkREvEiDdZyM3WKMt5YiIlVg3PXFPNxWl+bKo4p0ajeAQtR0divF5vJ08dxRUVsepErltcyCfnZCAYLXx+ZQkPrCrE7gkSjMmUWFT4x0b5xUk3j+4f5VsH3Tx+JswvT3sw6LU8myyO/tPmKkZ7unhqpwLLk2WZ3+9r4tiwUpwtSdfz9Y/NBkCOhEn43cixKL89PsrP9w+CDDa9pCCJADmRYGTMzlO7WvldnYNOd4yKLCP/cvXsVOFyeHiUJ7Y1YveFqc1TnO2MScLhsUiEeCyaSiXF41F6hsZ44kPlGK9fWsLDm6sQBYEffdiBJIqpfP64Ix9/CW9YWsx96ypw+sI8d6CLH25vTfHzjNtkiOeEE5CJxxW1K0GAJ3e38IfzNJApA10Fd68r45HLallamsVj77fz4uFufrDtwrj78f18fk0pi4szONI9ym8OTfDiCIJCdfHQpEKnVa9mfVUhu1pGqMrI5tl9fReE0Rp18Pm1hTy4oYZPLSzEalBTalNSD2JyJm02CuTYxp/tCYBB60CQh18+y9M7+/h/V86dohMAih7wQ1eVsqQog6O9dn62rZ3fHOjhng3lfPuquWyuKKI808x965TB4fG9rTz6Vivf2tJE71CUm5dPFRu5++Iybl9WRpnFyPE+Fz0DIeSYQEWxMiMbcAR56XQPrx3r4661FfiT75wvEmPQGeLRt5sYcYfQaiWuXVKIBhF/LMFjHzTzjZfr6R0NsKTAhiXZXKmRlHPuGPTxvbeasPumQ3AlSUhxBRlVEmurFdTXl66oplCnxxuPMy/XMqXxzZQs4pak/9+I8KeaIEzlAZ5kkUiEuro6HnvsMebPn8/JkyfpHxmlQJ6aDvlrpm90RbPRly/Csf0ZMq/44nmPxRHlvANTOA7fOuBEJonpFRMYxTgjMTWDYYnxtI9JSuCLi0iJGCSXvXp+AabuOu7YF8YZ05FnFLGowaJK4IqImCxGiEZwhRK8ub+RYy2DHHSqeWBDOV++ZDatlSb++f1Wogj87JiDlYXKS1NmVdPvUtHtjkEigcXTx9J8LTatzO8P9/PoYReHWof5/qdms7FIw74BE7OKs7hnEnxzy4l+Ht0ziKDVI+pMgBNZgJG+Xl6rd3DD2tlY1Qm2HOrksX3DPLixigfWlSloCr+HJ052csPKGt446+H7u/tQG0zcv2kWuelpXLdkIuLbcqybx3Z0IUqKUlTfkIN/eqeFfZ0eJElKwh2rcfgjmA0a1lams61xOIXTnmzpRg1GrYrHd7XzhfUVfPXS2hRV87h1jQZ442Q/N68sSRWLtxzr4xf7Onh4cy3XLSkkFpfxJ/sUzhexjzvwH21r46k9zXxhfUVqRjPoCvO7w73cvLyI7HMExI0aDZXZ6RzrsSOdk9LMs2mmFHUjMXjxcB8vHG5idaWdvW2jZFrgluXlGLRT1xUEgYQsMOJS+gMyTLCxJpdupyfFzyQKAl+5rJziLPWUGsUrR/vYcloZfKoLtdydVc6RpgB7O/u5bU0JWWYt2Wk6nrplAc/u7qZrKMLzhzoYdUcIBQSy01X85mgnj1xWy9c/WUbNMT3NPUHea1cGzFknJnQO6trd/GxrOzkZGhYU2+is9+OKh3h87zCzs9OospppTTJpajRT3z9Zhud2dfDM4U4OtI3x/J1LOTHkJEICtSiQrlXzm1PdWMxq1CoBTzxGhdmI1xtl65Ehfr6vjboRN6OuEGpB5LY1pZTlm9Ako/kHLq3iw7ZRXLEo//jKGRYX2rhvcwVGnQpC0O0I8NhbTXzlSkU0xZ0MWP8SbJl/Ww5fEKzARcBuaeFC+N3vYM8e+MlPzru4y+XixhtvpKysjG9+85s8+OCDZNtsJNxDkDWpVfx/KH1zIbOtv53B5+8n0HIQQ/XyqT8mEsiigtFJTHL2InESSPiSDtwgxhETcUYSkzo9j7/NNfU7qBntYsectdy7+UsAWLUCc00RvnZEoCeqOOpAOMYpv8jSAhNSPEJFthEEM+2DThzuAAedShQSDCrReUVRFgsLh/n5MSdLC4zMsMRZuKqAwGA/3W5FNejmFaVsOdDGo7v7ONzr575FNsqbfOzq8ChF10icA90+1s4snOLcrltWjj8QwOfxsqY8jbpiPR+blc3rDQP8+55BJGMaH59lI5gQeGBDBTcvL+GVPY38+54BTvdY2d3uQtQauH5ZGaJKNSkVpNBTDNmdvH5qhM1zixBEiVXFOp7a1YovGGFfp2da41IkEiEUCvP26QGe2NOFRq1KbWuy3bC0GEkUpiBR2oe8vNcwxI3LSni7boCf7GxFr5O4a005A44QkbjCtXPD0iIsOjUiIo/vasWi/2henFtWFKPXCKytymZr4zCyLPPK0V5+vrMZvUaYhsrRquHKOfm0jbjYPDP/AltVTMHlF5Jrg0tmKbWHeQVZfPeddu5aV0hOmqJxPG5bzyopHa0mhicg0zrq4sygY4oO6/nSGnetL0arS6AS4dMXFZFIwFt1fbx0qo39bXaev2MR6UYNBpWaClMWI/oB7ltXSSic4LeNHczPt6X0DNKNGu7bWMmwO0zpYQ2CMFEAl2WZ5/f0sK17ELrhcytK+YdNNWyencM9z56kfsTNuuIsbGkq5pfYUloNppSmrYpPLyvm/dNDnB5289SH7SzKsWFUSfhjcUb8YW6YW0TXgJ9bVpeg2iTSM+DnNyd6ONLupNntpSrNRF2/m1a3j1FnmNICI/ddqgQ56UYtj984n2+/04Q/FOO3dT002j3MKDTjS0Tp94R46XQv1jQNX728Fv4PsWWqgW8DtdtPn4af/QzeeAOqq8+7cHZ2Ng0NDTz99NM89NBD5OTk0NnWhtXehzju8Mcdvch0p/8/NAiIGj0Zl32RsbceRVswA8lonbb/ybdWYcucmKWY1WBEZiihSQ0EAKE0K+9f+hlC/fWQlBuUiOMKS/zr3hG63bAk30DfiIvBmIaiNA3/du0Cth08y6OHHSxOi3HMrUrlEUHpvJT9bkab6jneo0RELfYQR/rjfO1SE2RkQLudxaU25KEuRkfHKDYJ7GpzQiJOhzvG+uoMNuZLvN0SO68ASTzg4Xi3kwN9IQ73BzjaF2Re3SC3rq5C1Oi4ZkEez35wgieOu3lgQwUZJi3XrahE0BrYWG1jebsnVXg918kk4nF+tauFp46OEU7AA+sreHxHEz/c2cOKMisPbqyaIiQO8IdTg/x4ZycPbFCi6XMj9yFXgFeO9HDjstIp+xt2h/jGW/Uc6HCgVol8dnkJWrUCx4sn4MUjvTy+uy2VOwdFOctimEClhKMygsAUbQIgBUf8/gdt/HynAue8aXkRGpUCpewYCfPy0T7uWF1ItkWLIMDp/mGO9Yyyu3WYmQVT0ycNvRHere/ljjXKdcu1abh7bTmCIFCx1sTPdyisnxp1jEhUxd3riyhIV2YRNywtQhShuS/KH84ogibjg2YkKnOqI8Sh3gGuXVSIRa/BmMLya6eorAF86fJSDnWOcHrQwU+3t/Ktq2eBINPhH+XVui4euayWT87LZ9uZMU4NOKnJMfPbgz18Nol2yknT8uVLpm5TEATuv7ScI71j9AcCeAIxvvmxWQDMK0mj7YyX1lE//cEAG2fmpO7FeErHG4tTnmdi0/wcnjvURSQa58n32/HH4hRZ9fzr1bP52bvt/LFzkOZRD89/finGZSrKi0wszrfx/tkhdpwZptMXUKCkWjXPHu0kO1PL9fOLeXNHP2f9HtRhkZ5AkFyjlhP9Lk70u/j8ijI+rB+h3eMnljyeNEnF2F+ILfNvK4cvy6PI8hJk2bx+/nw4dAg2bfrIVdRqNffddx/Nzc1ceuml+IJBPN2nKXH08+HTd1LsSqpPJZju3P8HI35d4UyMczZif/9nEyP3pP2rJ8rMQAJx0udys4g2Gkj+MjEQ1M9dyhM5S+iXDATiAlrixJO/zzbHKbeI1GTpGIwpD3ieSc22071sWjmb+2Zr6Q8kj0NS8cDaUu5YmIFvdIQfvtfA7/q0HBxJYFPFcYXiVGQoxc+rFxaxrsLKVfPyebU9wnONIXp8MiVmgfs3KIIe/7SpnO/sHeVnR50YNCpsBjXyJGqEV4/1caBPaTKJTXoEbXolzZJu0iFqld4DIdlynmk188nZabxxsAmfb2KqK8syiUl5ekEUkXRJFI0MIw4PMVQsK03jQKcLg0aalkq5fqmimHTrynLuXF2G3x/giZ2tqbz2ayf6+NGH7bw6SZlKlmVeOtLDgQ6l2Wh9TTYvHe7hmkWFKcnAzy4v5quXTm0SypmkKiXLMi2DIX6yvZ0zvR5+uLWNsXPywDcvV/Lv1y9R6grjnEFvne7j6b1NvHaij2FPhB9ubWfTzBwl/bNoOvTzzdO9PLFb0RKIxmQOtUT4wQcTTVs3JhvFNCqB3xxt5s3TE+eabtSwtuL/Y++9w+SqrnTv3z6xclV3dY5StzISEkIIBZIIJhhnG7BxAGfPjONcX0+8d8KdOwMzY4/TOKdxwhgnnAEDAiQkJKGEQkutzjlVVVeuE/b3x6lO6pbwncHfN+Pvruc56lLVqZPqnLXXfte73tWIqsBbty3jgzes5J/v2EQsoFO0JD8+0s/HHzvNP/6ii7/98RnGpxdj2TNWEzEJB7x79MzYNMWSy7ceneDpMxO8++rlvGFLM8tqfGwuN5A/2J3g44918MBzfRfcJkB9hR+f7sWvz3ZNzhYxVYa9met0scSdm5p43ea5BHWwjMGHy1zWRs1PVNXYWBujoda7/1r8Af7bd4/NVuN2Tmf5+YlhKoMG79i5jP2HpvjJ4SG6MzmubKnkA9tXYA1LmqJ+rlhWSTCg0uPmeOBEPznVy2dFXI3aoMlrL23g3de1E5LeceeK3ufTZe2szt8BD/8/l8P/D1g0GuW+++5jz1e+TMXW1/I/H/sCyxJD/NVjn/NW+P+agqkoxHbejZ0aJXv8UQAST/0bpbFuDAUMe+4hkbNFWNAQMVgecOnFS0bOP4timUJp4GAokmL5Oz7hMpAo0DXt0p0RvGtLDVvqDIpTY9z3RB8PH+ghm0wwbHkPw/rmSj78stVUigJfOZnnM4eS5HJ5rl0e5p9euYodLUGuq3WZGujjbx8+zpPnkrz7q3vZuqqeHcu84+pNSw4MZHjPte08enKE3X05dq3yiojGe7v55wee5OO/PMFkOs8brlrFjnJO4Iq2av7k5pXc1mDz+V957euEovD2GzaUVRyXzZ7vD19I8q/Pp/nMMwOzSUzXKjIyOMjnH5+rur19fQ3Xrqjg9g01PPT8AJ96oout7dWzWPj5NjNTqAjoDEyk+NMfn+D+X5+Z3ccbr/SqPe+clx8QQnD3tlY+dstq/ukNG3lgfx//+EgHX9/bM7tOfcx3USEzIQRPdQ7x2Sc7uO/Xp/nU4x188cluPvVY52zzkpqIyR/uWryNt+6Yq+R94Ll+PvX4aX51YpRdK5v5wu5+xs9T+3zPdc2z5y8EPHl2gM88OddMJmjobKxvxHElH7xh5YKCLICfHR/goaPnqIv6+PBNqzwZihN5PvlYF2+9up537Wzn5EiCB450XlDVtFiSnOzNsbY+ws72OH/76g3YjuShk+c4NpLg7FiGyqCBqgqiQe/eNAzBK9c209Gbn70mS5nfp/BH17UTUFUGp/P84beeZypb4n03rKAu6CPt2uzpmOJdXz04KwiXmcfDL5ZcvnW4l5Rj892jfbxpRzNbmyvomcpyYnKa4VyeDbURbltVRyrn5WCmkhbf6+hnvFCkJebn2ng1PzwyyOF8koFUnk8/fhZdV7hxbTVbGmNc21jN5oYYeVxGs0VOD6X5l5+eYRpvMOk+v4ft70Ba4T8bpPMftm3vfBfd7lw0eX338/TcdzuWUFj53x/+/+agytCN0HSqbvswow/+Jb7WjbjZJMWhDl6xuoFHJmeqaefoo6qAv2+b5gPHNGZ+qqAKwrWYljojJc/B96YsalxBQ1hnOp0jI3VGpI+dbVH+5tXrWR4S/NO3HudfRzxd3rwrOJya44N3jSSZShe486YtFCJlR5ocZ3d3mg0xgSzk+Eqf5NRUF3tHHCpNQVfS5p9/cYzLa03aK2vpShS56ZI6AO7YuRph+HjDFa1UBg0+tzvBZ47mgR4OnhlgS3sdf/P6y3ns9AR3XNFCzK/xzz/ez2efm6KgBvjQjSuJqRbvvqZtQfHJDStjPNURZH3TnI68our8+EyO+3/TTd4BnyLJ5ovs7kwgf3aCv3z5Jej+0CwEtJTNsGuklHxzXy/PdCXZ0T63jxl45Xyrjfp433UrkFKilguQBJLOkQw/Oz7EW8+DjpayN17ZjKbCDWtreORkJWMph48/1sGec1P8y50bF9E3Z2w+nHX3tmZUBd64tZl/e7afLz1zmqLlUBFUuXNLM3UVBvHQwnN4765m4uG5ZjKuC9/c18PPT57jA/P03h1Hoihed7FIYA4396iYvfyio4ug30EogtPjCXa2L63xD/D0Cxn+6fEXOD0xxUdvWk3M8GMaCn//+kv4lyc6FvQDvnVdLT89OsSpsWkyRZv+VI61hwNL/g4z9sjxMXKOQ1BTeX4owfcP9vPWK5fxL2/YxCd3n+Vsb5rDwzn+x49f4Nvv2jb3ReFp+F+2rILuEznWNUb53w+d4mQxzcsvqaOtaBNwVX7dNUrfeI5fnBkhFtR551Vt3HfHBj7/bBf/7cZVfPOJXh48PcDbty+jeyrLX9y+jkSqxMd/dIZDmSTJrEVnMsvdVzRzqDtJz0SWkxNp7tnWSt1ohr99jcdiiyi61wDl/0fSCv9um/ziFxn887/nkrFuNOliC4VDDWv46K0f/N3v/EVyAq5VQK9qIXLla5n4+SfwLd+MnRjiqYSCLFOx5pcLrA9JPnBEIYU2u+20A6Bj4mAKl6wEp/yFajeHrUgyLozmXO6o9fHrA51c60uwfzgPeA7f79NmkwZBxWVPb5r3f3M/n3n71Xz4xpWgKJw5JTjUl2Rf/zQHy+q0lyyr5ZoNPq5oq+Izj3fSoOb59OEMMT1D0mI2iRcPmbyuTefBJ45wx65N3HntBnLS4Pn+JHt6ptk7PEAwHJpNjI4PDXJ42OMcS0VhfHycbzx1FiUQ5d5da2edz+NdaZ7ty3LtJR5sMjmd48HnenjZpU0ohkkmm+f+p3p5/3XLuXZlJbvPTvGbM5NLJmCllIxMJvnhkVGuX1PDIyeGeNP2dgzDc7BbWisWOGvHcUEsocOCF6m/7/oVVEVMXrWpkc/+ppNvPteLKyXvv34lmiouWDVZEdDZtaqBnx0d5K07WrAdSddEiqfOjvPjIwNLCq+VbMnpoRK7zw5w97ZmqkIGf3S9t95btzdjaDCcsPnk46cZTdnUxTTeumPhgDczYEjpNWb3m4L6iplBy7OiJXn2dJEDAwO845oW3nNtO53DBb65t5M3bfMqh8tXgKlpL1resmzhdRtNFfn2s/28eUczR0ZHOD0xxTUrqrlpTQNPHE7TlRvnnde28m/v8DpqHTqT4RcnBukdzzNVLFDl99GfynlV3vMGku6RHD8+Osjbrmqd3V9VhefOsrbDlpYKRhNFHjs4xiOnxrj/tZfy0W8eY2JskrYq7zkIaxoJ2yZs6CiK4E9ftRYcKOYcUuWoO1mw+Iub1vL1vb00B/z05/JcuaySN2xpRlUFV6yqRNiCb+/pYzhR4J3bl3NFfSVT4yX8ioKqCGqqfJDxBkmAkeEiybxFDpeWCj+rI2GeOTFBMlmCapgu97TtHLu40uu/x/5LOnwp5QUfIKexiepiEkW6OEKgSJecYdIXb0R1bJx/Z4OS38ou5OzL708/9yNyp54idu3byJ3Zjz05gFvKkUdfuG7ZuR9LuUjFWLCNas1m3NYoolKUKiFsgipU6JKj2bnthBWXifEE3+0s8P2QoDvn3eSXNQS5Z0cb2aFBjp4qsDKmcGQK9g4W+NqvD+OmJhGRCvJTUzw76Q1CW5tCaEJy5452VtR4YlJfe0cVH//5UTidI2lBpV/lxnVzDVceOpnkvj0TiEAX79rZwstDoxyyBW/d2kRF2LcgCnzohQR7+712ePfsWM739p7hs8+ngTRCN/jIzV4h1x1XtCKEMvvdB5/r5b7HupHAa1ZH+PbxPO/ftZx7dnqaPRdrBwjwjb09fH7vEM+cm+LZ7gSm6eMdV3vSwfO/J6WkdyzFw8dHeetOT6deMsdDh4UONOT3rtt0weZfHj3Lm7e3Ur+E1PSM/fjIAP+6+wx+Q/Dy9Y2sro2wqSW6SEphxlwJPz02wJeeOY2hLaySTWRgKgN3b2uksVJjMuPwL785jd9Yupr2zHCJB54b4D27mviD65dTHZkrNlOE5Ocnevj+kXNomsMHbljF1/cM8K2DXkvHj768jWVl3Z103qWl2uDN273v9k8WeWB/P0Xb5st7z4GAt1/TSjigsLKiki883kcwKPm357qIBpXZa/fQoQG+e/QcG2pjANy+qY5k0sV1WdCQ5f6Hz/LLrgEsx+G/37YGgA/espIjA0mOj6awSi5f3ddNXXCYkWyBdSeChMsa/L85OcY9V2WYPk8tM5uz2dfldZ963cZGhqcLfPDqlfzV906yPzHF+toI/bk829rjBDWV6bSF40ru/8lpns8mAVjdFuZfnjjDqUSa/m/n+NI7ruDv3rKBjQdjXFod5Tt7+9jfOck4JVoq/HzhTZfzh984TFcmy98/cpqHVu6YHXGFeOlh6P9yDn/fvn187GMf4ze/+Q2atvjwJYJQIcdUIMRAfSNNw4Nclujhjf172Nixn5+37+RA4wZ01yat+UAz/t9h67gu0R13YVQvJ/Hk11HMALkze1BD8dlVakMG6UyWnFJudlyO+hXgnVe34TcUNg7s5x2nYkhFRXUdLNelYDuoqsqHdzSSReHnh/sZzCucnCjQrJfozhiEFIeMq4KUns7KK7ZQ3TDIjevr+enxUXKZLM929HMwpQNTXFFnAkV2tsdZraX4aofNw0cG+cjL1iAdGxSVe65bS75o8cjJUXozDj95rgu/leWO69Zz5zWXIDSTXeEUX9x9jqfPeIOK0NNcHVkoL3DnzlUoppcUrvCpXN8geCA6w/WfS15XBg1ev6mW7+3p4I7tK7hj23KyuTzZTJZvHSnw2T3D/Omta2Y58O/a2YK4wO8qhEDVvcG0OaJhrKzipkvqlmT+CCH4/uFhPvdUN1II7tjcyIMH+3nzjuVUh8/vMyB41zXtxAIG6YLNZ57oJOTXLiqRvLOtmsP9U9y4rpbvHxrgS8+c42O3zDF7LNuDVWZgI58ueMfVTViuTSJnL+D0/+KFfr6y5zRVZVnmqWyJ6rB6wYHv63t7+O7BToJ+m/928+oF5245HgcfYCrj8IXdXdx1ZS31lXPU1Jn1K4PwgRvnvvuNZ3r58rNn2boszrt2ruAt2+fWf+cXj/JY1wB3bPbyEK/Y0IgrJYoQfOi25bTU67N00ddf3sRffLeDX57rZ/Bbab50zxbGJkv0leUXdp+a4J3XeudfFTb5xru38sUnukhkSkwkLQazOXa2x7llTT2XVVWy91sTDKUL/M+fnEARAkdKUARHzyb4yANHZ7tPBQyNKs3ks7/qQis3HNqxKs5tm+pZHgjx0W8epWhJ/vx1awiHdchCU9TP1HSJU4k0DWEfh4aSfP9gP++5tp1NFVG+ubuXTNFhHC+Cv25VDff/oINiOZewrlw0GFF1xh2L9urgBe+Zf6/9l3P4W7duRdd17r//fv7sz/5s0efClRxesQ7XtlECAVK6D62+nlcmTlHKTvL2Yw/zzmMPg6Iw6K/ggfW3saP3EA9ecgt5zSRvlKvbXmQAiObT3P/LT3J1z2Gm/BHuv/ZtPLzuuot+RwhBYMVW/CuuIHPs1ySe+Dp2Ynh2xlLnB7IOOVl2iPMGordfGsWZGueDT4rZgeADex/gg3u+O7v96151Gbk/+XOmG7fywIAKqkq/NcPj96Ces2MZznb2sXJFC69dNc1D+8/wlusu4fv7u8vO3jNpFfnAVU3cs2stn/n+bgAS01k+96ujXF9Z4PFxnTuvW8+fveZy3nvdNN9/fohsLsd9+6YQ0SHeu2s1776qlY//8Fk+c3ySt25rwQzlafcV+YfHukHVeO8uj27rJEZxC2VGgiJ4fFjQm7LZtbqKe65ZSMl98EAf9z3eB6rO+25YQzDg577HutjRGuKD17fPcbNdh+GRUb5zZAJFNbjnqjbi5znnd1yzkpDfJJMv8eDRbh47OUrbNUEc20bVtAWzyPksox8fHeaTT3ThN41Z/ROAsekCDzzXx5uubOU917ZztDfJ4b4kN11EU18IwaH+CZ7t8oTX3rqjGZ8hZqN7x5WcGCzym9MD3HvVnLxCZVBHV1Q+v7uDioA263jfvL2ZvGUzPu0wNl2iJnLhsn/wGpJ4xwGHe7z9vP1qzzn7DXj/jctoiqv0T9rc/+vTKArcvbUN/4t0dLzryhb2dU3xXM8kGxtjfGd//6zOzkTBY5wNJHP8+W3r+c4T4/zsbBd/99p1bFoWnR0cZzn+Uc9NHepP8N19fXT2FzkxlqIp6ufEeIoHD/SzNlrJM32jvO/GNtJpl+8d7WdTQ4zBoRyrqyN84YE+TrqTrKuOcGB8inX1YV7oTng8fE3hq0/3cC6b5ZKaMDesr6V7IMtPzw4D8Oq1DazMh7h5dT0957Lc//RpunNegrX9uSDroxFeSHiJ2ldv9vOhmpW8YnPDrLbSia4UH/reEUacIndubOIPV7ejqoKnD41zOOV1dNu1upoP3ezd6zMzj98FS+e/nMNXFIWvfe1rXH755dxyyy1s3rx5weeulLi2g7Qlbq6ItCVGOEKpbxCnPCV0ECi6oC4xzof2fANc2DrwgodrK5DWA/xy1TUcqF/LZKjKk+CcP71SFP725f0qPQAA/XtJREFU0c9hqTpb/uhbrBvr4qvf/2tOVS/nbHXri50AAghvuo3AmmuZPvBDliWG+NpDf809r/9rxmI1gFPW4y+fE/Cur+7DzWc4wdyM4BNX3c0nrrqbCs0lYXsrX1EXoCEzCoSpDei0ZEtcvaISieA7LyTJOAr/65EuvrGihe/v6+QfD+d4vOMJEAp3b4jh95kc7U9xYKTADlXzCmP8PqDEueEE3xwssq/Zx+7+ArlcnkAwwB1XreE1tVm+1eFJGd+xtVwDYZgUhAEUMTXB1+7dysT4BD7lBLl0mqlsiYqAzkNHRrjvmTGEZvKaVshb7pJ8eSld3nBlG0JRuK5B43OPvsDLNi1jf2+SJ89OcXlrJd/b18Wd2zzY5ScdGT77zCAAAVPlfdcv5G/PJGMnUlnCAdPjz9s2/aNT/LIjyV3bPMGu8ek8AvijXe2zJfCaqiyKmr93oI+PP3YWTVX4g10r+NWJYfacm+Dho97MaCnrm8iTzFmzjdDPb7quCHjyzACffqKDkG9OWrl3okTJXtxAvTJoYKgan9t9Gk2R+AyNt+1oJh5a2kN/8MblNMQ0Xru5ic8/PsBXnj1NyA/blzXym9MD3HNVCx+8sZ3eiRIr63VeuaGJ584UeG5gkLfuaKalaumkcnutyafv3sQvjg/QOVziS3s6SOdtYkGd//GqNXz68bP8xe3r8JuCX3V1cWJsinu/dpBb1tXz0dtXLPjdP3JbO5UxFUUI3ritham1Nm1NJrdtrOOxk6PcsLKOP/rSMU7npxCay3tvWk5FVGNtdZgHj/Vz/aoa/vjAMUadPFcur+RPt3hspa887VUBT5cc9HLtgONK7t7ayr9MngWg2m+SKVicnc7wk8ODZDIO3bksO9rjNEcC9A5nMTSFyaJFQ8jHy9fVMTlp8/MjQ9y93csvfPlkFyPlXrknR9Ksk4L37mrnR3u9e7MmYBJ2tVlqsZyFdP7/o5Z5UWtububjH/84b3nLWzh06BA+37zITQqkBdgSqSlgSQqdfSgVUUhMezlRFdyc5SnUzCAGDsxkMoOlLK8//Etef/iXHp42ryrq1+3b+PmGm7i1Yw8vu/cz5BSNg3WreWzFVl77wuPct+vepQ96iRmD6gtScfVb+KsH/3KWQvr2O/5mVlenPWrQnyhQUjSO501g4cPVFDXZ4ZvmTNJCF37GLJUDwzlqyz0xn+zPUUJlMCv5+Ju34jePcuTMIHXFcf75x4d41bZLeKZnH88mvBnDSG6S5rDK6tooB0YKs3DIvbdeTqh2kBvbI/zwyWMkE0l2NMfJWzaffmoIEYwgsyqfPjjKrpUCyk5RlArIohfN4TqM9/XxgzNZlHAln3qqj2A0xnuubeeGtiD7+oPcuKaKHx7p4VNPjy4oVgLP2Y/3dfPQyTR37FjBg3vPcv/uIRTDzz/fcRlf293BoZ5J9vZlUTSvivWubW0UHMB1uWPr4oHYdR1Odg1x3296+MvbLylz411+2ZHk/kc7KdgSv6GQKdh87ulePnbz6gXiX+fbm65sRVUU7ryimfF0kef7vGI4eQF+3XAiz8d+cIxnuycWQDjzTQjBW8tVt/Md+8+PD/CNfZ3saK/m3p0Lv+PNEqBnvMQXnzmNKx3+281LFy/Oh2Xed0MT1TF43eYmPvtYP1/f38FzPVP865s3sbzG5H01Hs7+4MEuvry3g2e7xrl6VSXvvnb5omMXQrC8xscf3rCC3vECjZU6L/TlebLnHB90V/C1e7fOrvvxN23g3q8eoC+R47uHuwmHBX9229rZz+Mhkz+eV2xVGTR4f4OXiG+/NoTtSCbKdSoHexP82cvX8dYrl/HXD51id/c4l7fEqAuZjKbyrK4Lz56vIsCRgBBURb1n6/REhrd94Tn+4vZ1nB6b5vBwknPlDnCT2SJN1QE+0LSCe3Ys53OPdPK9c/1cVRunNmgylCnwPx8+QdjV+c3gGI+/MM5X330F79zVhu267DkzyfHRFMdHU5wZS/MXr1rLtw/1kZmwefjsMLWP+/jzV66jVjOYcEpc3hJb8jf7j9h/WR7+3Xffzbp165aAdQSuLT2faYNjuUjpBemOA7Lk4hQcnJKLtFxkqbxYLtKSyIJElspLvrwUJNL1lpvP7uOrD/wpinT580c+y5e//5d8+ft/wfqh07zmxG942and1CaGEY5NLD2JapeIZSYQjs36sQ4i+enZIz17/yvpue92dnUfRmGOQnr2n16NX4XP3NLMMqZZypoiOl+6tZEzCYsjxRDZ8uylTrdxypBPCYXWmMlfvGYTMV3y6sAYYwWX740G+PS+ER4+NcHmBg/CCgmbgYLKs+PQnVP4k1tW87aryvisX+Xd2xqxek7xs84M3xnysbc/C2aQXSsruVybJJvNsqNe44mzk3NCX2aAYLVH1QwYOg8d6uMfHuviJ4cHeNfOllkH9lhXlt29Wf7Xz0/zsq1rLtA3VfCDUxnu3z3IHz9wiJddvoI/uXUNr9tYQ8wU+IXF3r4su1ZV8YYtzYyNT/K9fee4Z2cbH7llHfHQ4qSpdF3uf7yXp7unee+3jzCZKSKEwl3bPAEzy7K479dnUVWVj92ymju3ejz8iXSRz/7mzCKxLK8wagXxkMkDz/WyvyfBNSuruLdcyj+cyPOJR84wXm4o/4PDgzzbPcG1q6ovmKAFz8HdvqGRb+7tYzJTxHUlb9nezPa2avaeG18krBYPGVy/qpnTIx5c4P6WJfpVZcG4sGmwva2GxmiQfd3jfO/AXNGT48KOtmqWVQY5MTLF55+6eN9fgNZqH+++rg2/7t2Xe85OLSgwa68O8YP37SBSzqk8fHjooj2RzzdNFbP6OL3jWUaSBeIVOh+6rZ2P3byGW9fWk84ubmgfLD8nYV3l3de18/5dK1gRC3I6keZff9XJ+voo779+BZeU+yo/fWaCLzzTRdDwZr7ve9kKPnrTauriPkazRap9Js/1J1ixPMSmuhhHRpP8zfdO8rlHOtlcWcHVsSo21kVpjwY5PJLkV8+P8tV7rmBViwdd5XLeMW7wV7DRiF0Uivv32n/JCB+8COLzn//8rB7+rl27GBgYYHRsBMcCSg6OBtgQWLacQncfbsktD+mAT0dYNtKRs1AOMBvNC6U8pZp5VmzvM+lK1JKLLVRkce5Bsh2BUSrxhn2/4A2Kp+6pmgqoIAyB7tPAlaSjFTxat5m04eeP7vhz/vfjX6BifBwFiS0EhxrW8j9veS//5DtJ9PgwPsWLPBTXwZ2hbgI3VFg88KMnGSxVA5CVGlFhMWItTIje2OrnO488z8mBFJbr0m/NzRKePTXA3922imDlJI8f7efgNFT4NT6wTuP5TI7x3l6+N2RzfSTDY11pnh4s0Ff0HsqtLRF8+QRPnC3RO6rQNe3ygeuWc80mc9ZZC0XhbTuXI3NpMuk0WVehNSToTbt0lotsvGMM8NBxhSe7Umw/OTp7o4+PjfPQ0VHu2L6SeMjkzqvXsn8gO6ud/+5t9YwN9vPFgw43X9aO6g9zXYvJ9/Z3k8mk+ezeURTtwhi2omr85SvX846vH6RrKs+/7e3xCtDKUe/4dJ5I0MedW1sXRLDfe66Hf3y0k31dk3zyTZcvGZm/cWsriqJw17wGKw89P8AnHz9LyXHx6yq3bahFVeDOK5aWPp5v3z0wwGee6KBg27iuB9N85k0beejQwJIJ2Z8d7+fo4CTXrKzmHVd5A07/ZIlv7evn7m3NtMQvvD9Xwt6uMQZTWa5cXkn3qEPXWIHl1SbpHPzo+TF6prJsWx5nc0vFRZlQz53J8ejpQd57fQsfvb2d8YcyHOyb4MEDAws0/uMhg431cZ7uG2YkXeAbe7sX9He9mFm2y8qqMEN9OSbzFl99upv/dstqCpaLlJLhqQKjjkf7PTcPF58vrVAZNLhlVR0P7/d09sesAnufn+QPrmlnrT/C0+o4KceepWQCs/o+3/hZDycr0+xqqGbUKvCeXe28Z1c7393fx4nOFF/a380LsTSu43I0neKDN6xkaqJIg+unWHK587IWRkaK3FmukDaEwhotPEs+eCntv6zDB4jH43z5y1/mnnvu4dixY3z3u9/l3DP7eJ0EF1FuGwj2RAJlho6plp24Zc8hNTONraWchXC8zlnSW9+ZFyHZYLkCzXVwHTnbp0Qpc/7nm+tKFAS4ELr6KjK7nyacSvC63JOo9bVoQqLaRQQSF1ClJCbz/EX2aaqm4qSGCvxBQfDVqqu4o8Hmu+MB6qcHadiwHjUY4HO9c5WfTUGFgTItc7Mvy8YVdfhxcRJjfKHPAFQ2xnV2NPnJZbMcScCBUYvvPnaYUwmH1qZazGqNv75lBb9+5hj/eHScx4J5DmX9PN4U5MBAnnftaGK4OEzvtMO2ldW85ZIIh0YP8+y4S2vM5FWXtyySwK0MmuQKBb5y0pupvGtbI52ThVmpZIDHRwVdKXeBqJks5vn6b47z2aN5JtJFqkI6d+5cw8ffuGWWbil0lR92lrj/8T72dyf4pzdcyvf2nuEfnxrhg9e38ye3xC7qjEYmE/zq6CDXr6rg68+NzGKnM1Yd8fO+XSsXfe+1m5t44vQYT5+buqBjqgqb/OGuhfz/u7e1omsKibTFx3efIV+yEUKlaLmLvn++vW1HMwFTkC3afG53B5GA4IbVjSSzEttZHMHfe1UzIR8LmnI8dKifLzx9mgM9k3z6jZtorFza6QdMwftvaqahUpDM2Xxudye2I6mKaLz72mbee30zLdWwob6GQ/0X7vnrSskXnuzhN13dBPwuH75pNZ+5exMPHuznrq3NDEwW+PrTfbzjulZqIwZV4bnjSecdxqZsqmLqgsbzS9mhjukFypKukEwkLD73aDe/6B5gfW2UrLRpjvn5m1fP3XezEidlddRHz456na78JnHdpJMsmi7IBCxSZbmDGs23aHCeVIucnJqmwtW5LFJBzK+TyzusFGGuvaGKjatjLNOCHD6WpDJm8NpLG3jqqUkKRZeS5bKiKcSlgQp6u3NcujKGIuTs8b3UOP5/aYcPcOutt3LrrbfygQ98gFe+8pX85qEfeUlbV+JaDtiSwvgUSiAA9gWmtvOnvHLeHwHClkgkwp678DnVRCAJOEVyZVw9XCqQ0XxeXsAqd40S4OqgSFCkwHFcFEUgHBc9VomqSLSiRaq6itEVy6jt6qXFzqCsXEb+XCfYFsvq6vj7wGlMs5brtleSfOwMfmGSGC+RtQWlQJigqfPaazfw63SA0nA/r871Uhu2PImCL36G1tUvpze+kY16mr98/Qamg1X8275eAJ57oYd9GRtOT/OBG1aworma2G1XolT38bNnvd6IRVvOwizvu2HtrMOt0Gw2N0V4dnya3mSR7x3o589uW7vgRhWGj2NT3uuoIbhr54pFg8Id21cgdHOWlimlZDJrcbj8vWN9kxwYsShg8uGXLaQO3rljFU+fneDJc0m+eWCIt15zCVowtmT3IfBgnJGxSX58YopsyeIzu/t4//Xt/Mktq3n95U24rovyIgytkmVd9PMLWWXQ4F1Xt3G8P8WRgQTPdk1xZCBJ2K9elLYJeC3+rmtnMlMkaGjceUUTX36qn8891cHRwSk+86ZNSxZWzbc3b2/mqbMTPN8/zrf39/Dfb10a1wcP3nnPte2MpoqETJXjfQW++Mw5fIbDR162mndc1c5f/+Qc3y5z8mf2VShJ8kXJSKLAg4cGqal0oQtmyOV1MZMP3OgNhF/ZfZYv7ztLKKBwXXsdUsIltVFOjKbI5Fz+98Nn+NCty1lW60dKyZ7jKfb0jfKuXQtzBs8OjDGQz1Af9jGcLjA4UuCre7q459oWNqwK8czxSQAub4ihFOd+27hpMlosUhPw4L43bWtlz5kJDgwkWOkP8/LWet5y5TJUVZAtOXR0plkughw/lWLD2ujsdu65ZjmmqaKNCgzhDVCulJQsF5+istaI0tzgIzFWYo0ZpirsI5e3KRRcbFsSDKsEA+qsLLdEQYjFENRLYf9lMXyAAwcO8IlPfIK//du/Zc+ePfT29tI9PIS0XVzLRRYtHMtBra3BGZ/CKTk4JY/BI30mjuV42L3jIu15f20Xyot0XLDk7PvScbFdGNXDrMiNo7gu0VKOGivNkBZB2mWISOLRaxwAhdTBw7MzBzQNNRDAGhrixOWX0rltC+lQiME3vA5n316skWHcQgHF9KGYAZypSYr9fWixSgKXbMBNTBGaGuZtsoMP1E3zB2sN4mee5V3hEf7oEj9xzcFoaAFX8opVLfT89JO8N9jD2xuLCN2gQnP48E2r+fBNq/nzVRbNajmxatu46SQxa5p7o8P4DS8eMHWvMMaTei3rzqg2I0cPgFWg0e9FqCcGU4z39vD5h55kMjlXJbixOQZAqiR57KQnZicdG5lPI8t1Ae++qpWY5jDWfYbPP3aCb+zpZG9/jl0rKlgZ9x7IvFVujjJvgI6HTC5v9RpySCTxkG/2WKXjMDI6xuce72Ci3OJOInno6DD3PdqJqun86a1ruHdnm9eBKZPms4+dflH8+BcnJzjYP83W1hi27S5aX0o5i5uPTRf51GNnmSjj9pYteeTkGPt7PGe/a/XF8XuA4WSRjz/i6ev4dYOtyxr59r5+XrellqtWLMbxi5aneX++mapBY8QrnCs6C1dwpSSdl4t6AXSNSManIWB61z5X8v4auuAPr29eJA73Qm+B+37eyXee6+Vr+89gaIIdbdW8YmP97H5m9nHvNS388U2ruevKJu7/2Vl+fLKXTa1R/vTWNVRHdX58uptfnfIglnTW5TOPdfO5Zzr5/BNdC+6Bt121jD+9dQ1fvecK/uCqFeRzki/v72Jv3wTv29XO2lYvwBgYKPGzR+dmJK9srCeQVblrZTO27bJ79wRvu2QZ//3m1dyypo71/iinTqbRpcImfwVv2tTKJW1RikWXiakiB45MUSw6hAyN2qyPZfVBXn+7J84WCem8/KY6aqp8jI7n+emjI1RUGOzcGicY0LhmezW5gsO+Q5McOpbk9a9o5ObrvHyXRCC5cHX2f8RekghfCHEL8Ek8gOPLUsp/OO9zE/g34HJgErhTStnzH91vU1MTTz/9NJ/4xCe45557+Id/+AfSqRS2fyWKK72aHRsMw8Q1DNxyosh1Xcg7YIOryHJr2Xl4/YzJJV6X8f6TvjrW54fZlejAEionfbWedr3jzs4OXBRPldly0WqqKSVTSEV6iFImDcEgFPK4ySSKz4dUFJJP7UYEgiiWjTM1iaXrKAIC69aTPnEMN5vBqKoBx8ZxSpRGh1D8AeyBHnJWifDOG4i84k1o8Sqc6RS3rmzily11dOz5AfX3fpX04z9EUQwir7kHoSi0N8X55vrj/CLczuvaVbKP/xC9eSUiGOWvL81zf6fJn25SkcU8oqxgKaXEzaX5walpPntK4Z2X13AuDX/xikv4/lOHuf9QDqK9vLPNRok38L6bNxAIBRDKXBXnxNgYD+3r4g1Xr6PSpzA+NMgPz5XIlxw+9ewoH9zVxp/c1MbrNtXzjadOA+A3NJxSgTOnz/AP+9P8j1dvpL06xL3XrSUUDi8ovZeui1PM8f1Dg/zzU0M82+n1y62KBHjTztUYvuCiWcBPT07xz493U5IKfkPhrq3LyOXz/PDwEHdvb5vFVO+8ogWBIJUr8tndXUQCC6Ppwak8Dx7s5y3bl5WpmmfQVMEf7FqBqXusG02TCMQC6ums4qcQDEwW+PGRAd60rYUHD/bzqcc7MHXBe65p46mzA7P//9QbPYhkS0sNn3rsHHdva6ZrDB492c97dy08v6APmuLeIx8yvb+ulGQLYNlwuKfE8ZGBBTIMe3sG+Pq+Di5tiAHM9jwGaKg0F81M9vYO8sCRs2xbXskHrl9BIi3Z2zXOL4/Hef8NYfaeyPLrU4O8/+ZWNKnxh9d73axG817Q0TuV4+9eu4H+iQLjky672j0naNmS6pgKY9A3XCSZdqiIeOcwfzajWTruyAjB5Rqv2dQIwGsvbaK3r0C7GWZ121wxU9zUqR8OUqHrSAl9gzmiEZ0/eNMKRscL/OzREQaGcmy6JIqiCrp6c7ztjmYqYgad3Rn6B/KsXB4iHNIZmywxOFrguh3Vs9sXQhAJ61y3o5ovfaubbNahuqrcSKg5gGkojIwWsG3JJWsi+HzlQkvhufz/lJCOEEIFPgvcBAwAB4QQD0spT85b7R1AQkq5QghxF3AfcOd/dN/19fX88Ic/5JlnnuGjH/0oiqJQsiwm9BI1rlIOp8HOFRGBIEyVo04JWOWorAyfurIcmb/Y9VUFigsWKof95/UCnYnsZ8zycHzV1ChNJOatIwmtXUvq17/yqEOKQCoKsSu3kdm3h8LIEMKxEaZJcONmCp2nKA4P4aYS6BUVVL37/Uz86DvkHz+F6zepuPF2nNoGlECAYm8n9qG9BLfswM1ncG2bv3/f27nuT/6On3zmn7i+vQm1xZtSS9fFXLGequkEbyv1oAU2YrkO0rbQ2jezbLCTz26wMaqrF9JK81mcvtO8phmEaXLHDWuorvSmuHfu2oASHuB1G6pwTj+Jk01TecmVfOTmdcy3H5zOcN/+FNJ9gXes9/HDM3DfnvGyJn3FArGze67fQNDfyesvi4NT4u+fHuOp/iL/62cn+dq9Wxf0lXVti9HRUb71/Dg4Dq/esoxDIyWePDPBQ88P8d7rPBbNTCn/yFSKHx0d5c6ty7hr23JUTSOZyXH/E30oioplWXz8N10Yxpz4WGXQ4N3XtHFqMMmp0cyspMTAZJbvHxqg5Eg+t/scAVPjjVd6TVNmonghBHVRHx9ZAvfvGivww+cHueeqJr69f4DPPdWBrgnevK0ZXRPcdUUzmuo1Jg+agmtX1fCtff3cdUUTX3rKk1owdShY8MVnThMPL6SPui68cesyYkF1dnDM5OHguRKHhwbIl2y+vKeTvZ2TfOpNG6mLmtx7VQshn6BnrMCxoSRhc2mXUbQkvSMON69t4jcnJ9nXPcGuNTXcdUUjIZ/KnVd4zvepriG+eagTXYMqp47bdgZYVq/z6Tdv4B8fPc1f3L7O05xxVG5f00xlyGB8yuLJgxl2NjXQXOPjptV1hIPqksfR2Zcjn4EPvHIFdWU5i3TS5ar6WgoFh8rofFKDghCgqiqaJqiJG+TzDsWig5SSYEDFdiTpjE08ZnL81DSJlEUkYrCsOUhnd5Zz3Vku31TBji0xHv7VCMdOpLjissoFx1QRM6iv9dE7kGV8skB13IcrBZoiUDUFCYyOFYiEyhX25Rzk78Jeigh/K9AppfSQOiEeAF4FzHf4rwL+qvz6IeAzQgghX6KWLldddRV79+7le9/7Hu96+9sZkSWWuQpbUj0cMBqRhQJObl5DYE0F+zyMTJ7390Jmy7kOsy/ym6jle0sKleAlq8k+vXc2YRxcuYrpvXtwk0mElJDLoYbCVL369fT98z8gHYem9/0RekUl6ScewZmaouYtb0cLBEn+8ifkTh5D0XVit7wGJRIjd+AZfBu34Ewnsfq7sFvbMdpW42amibSv47N/eA/v/cQX2PPJv6d5+w0IRcGZGif37CO401Mo8WqEP4j/xjcgAiFkPgu5LFKzcbPTSNtG6KYXhZo+1IZ2qmNp3l7cj9KrQeV1SCmpMAXvvmY5OA52VRNIF7v3FEp1E2pkrmjsjq3LAMlrGiyUihh3XFcF2ileUzdNTfsalHmRaTyg886NIWR+HNfx8T9eczl/9+uz/Plta3CL3u86o58Pkh8em+CzezwoIFxRwcfvvIzv7jnDK1cGZqMmq1jAtoo8+FwvH3+yH0XxtPhn2TkB36xTNPS51n1SSgolCxD8+sQIT3aMs73NE4370eFBPvl4Jx+4YcVszkMVCndtaaEiuJA9tZT97Pggn93dQdAHL9/QiM+YS7r+wbxIujJo8LYdbXzqsS7+dfdpNAXeeXUTlaE59UufzqKEdfd4iW/v6+fd13rbdFyJ5cDzQwN85onTfPCGlexsr2bPuXG+8EQ/f/6K9tnoeSJdpKHS5O5tLSxlxRJ0Djr4fQr/ctdGfn1y0EusuxpX1LXgWJ6DvueqViqjKlsb6zjb7c4KsK1risxy88embI6dKbJlnY/qCo3eoRKFoqS5ziCSr6U67ENTFz986YyNkLCmPcDJs1kyWZe2Fh81ce9cDx5LcqY7w4Z1EUxD8fJpeLk22/aivXDEIJt3eO5wkrWrIoyOFbwuq0gaa33sfnac1WNFtm+pJBLWZumgq9sjLGtJUygu9CvFosNvnh7DZ6pUVSiMjBWpjvvoHcixoj3E6FiBYsFB1+cGMCm9yo3/rJBOIzCfiDuA16ZwyXWklLYQIgXEgYn5Kwkh3g28G6ClZekb60ImhOCuu+7iaj3Gkbf+MWuLPQQpsq44wqHhKFosNNdSpGCDJs6rqZLM70EilrihFtmLDA7SdRGKgjAM1PMGmFJ/P9g2QlPL2V0HRVXRIxGwLVAUQpdvxUlnQNXAtrEHBvBv20nm2aexkkl8y9qIXnsT2SMHwPQhFIX8uQ4UVaPU14VWVYPWtIxi12muf9XreM3Jc/zx577KA9e+DMuyeOYXD3N5AESkAiVWQ/7Jn6IvW4259nKUQAhzx604YwPY3Sdx6poRukHx8G5EMIa5bguKYyMTY4hwRfm6ZrG7TuDmkoh4I9rqK5C5NEz0Q2oC5jn8yqDBu3Yuw+k6ipAh4mEf79oYws0kQVvoHIVuoFY14+QzSLtIe02Mr927FTs1QXG4H8UXwKhpQSgqimZw19VrKao+nFKB12+qLUfky+c1ivdmAq5lcde2NgxfgNdurKOQy2L4/IvYOfOjZMdxyeWLGJrGKzfU4TPnYKq7ty/D0NUFUFEqay+6TXIFByHAby6MUt+yvQWfLnj1piaKlsbbd7YR9itYjmQqLYkFBaYucFzJ4KTk5nXeoHDnFU3EQwvhlQWaOLYX9T92up9v7D9NfSW899p20nnoGvEKrcJlRs/bdsCXd/exY3kTUnqVp0OTEp+usaNlOXZJzIiuLrBIUHDJMpWxhEtDhTkrOWHZksYqBZ+ukMq4dPTAK9a1Mpl0qKmUBP0Lr0Gu4DIyYWE77mybxZZ6ncYaDVUIWup1ouHF0f14wuLRp6ZIZV1ec1MlubyLpsIzB5KEggqhgMbGtWGPiFd+tF23XKMD6LrCq29tQNcF6YzFngMT9A0GeO9bl6NpCn6/SiJZ5FdPjLO8JYSiCHZurZrdv9+v8YZXNi0aiLr7czzyxCiXXRrltS9vwu/3XO7REwmeP5rk9pvq2HJZnMC866AqAiHc/5yQzktpUsovAl8E2LJly78r+m+44+U0znuwa2WO26YO407BL7V5rARLXthfK3j8/LL9Vs5/KZth/DgOBIMeTbNMMdOr4qh+P1Y6jRCegJO0bQIrV3lzOsdGC4VJPf0EFPLQ2kZs103421aQPX6Y7KG9WLEK1HAE1TDwLWtHCUZwJ0YRy1ejVcRxkpPgupQ6X0CriHPfl77OFVsu5wfP7Ofq6iCves/7GX76EdzEOHI6heLzY514DjUUxlx9GVp1A0q8Fq2xDaGbFE8+h93XgRqrwl29ETk2iNq+Hi0S9/TkFRVR0wQn+3HdAZTWNYhYFTIUwUmM4aQmUEIVUMp7zjs9iSzmkOUoXa1rQ5USUabQSseelbRwpga9BLp0IFQBhg9h+tGi1QjTj51LI60CeqSKeMjkQ7vaKE1PoJVxUd230EsZgRC66cevKLxjRzPZ6QRFW0EzjEUsHcdxyBdK+P0mqqoQDXkzhXhI8q6r29DLHZPOZ8bMaOz7dGX2wZVSksq5qIonE6IqzDqJ+d+fERPz9g+5Ehiai5QKPkNQE5U0qiYbW1+8OGciDT3jsLmxmY/dwuzMJeyHFfUQ9nsQFXiB03+/bcWssymUJJ1DLn5DEvAJnIswSFvrNFrrFr7XNWTz/JkSbfUqG1cZNFQpRIMK8ahKyZIYuneOrivJ5l2eeyHP4LhFTYXGjDaiEIKrNnuJV00Vi2iaiZTFgz+fQFUk2y8LEwmpqKpg/+Fp4jENVRV09eW4fEOEFcvm7gPpAsK7pQDCIa18vSUVEYPhkQLZnEM0olARNWhuDGC7LlOJpRux+H2LB6LquAmKZHC4gM9UZ3/r5voAu/dMkM05C5w9eCxw6f5uIJ2XgqUzCMyfOzaV31tyHSGEBkTxkrcvuQ1//F+ZxDcLu7jAlBHmmdpNv/1GXBbg8dKRixf3txiPZDkR54ARiXqRfDk3rITD6JWVnnyBpiGBzJnTaJEoarwKRVEYefDbGMuWgWEginnSh/bj5HME1m1A+IOQTjPx7S9jtK1GoOCMj6BGKzBrG8E0yB9/HjUYQamsxi0WUE4d4muf/TQf+vCHyQsNRVFI2LLs4CRa6yqUSAXStnAdB7u/E5maQo1VgQBnYggRiaNtuArhStzUOEwnsHtPYw914XS/gBqKoq3bjrHyMk/DAnCLedzJQcimcLMJnKFOhF1C0X3oa7ehNXkDsVBUhKohHQt7YhBr+Jy3DyFQjABKqBKtqgn0cjGa6UeLVePkprGSo0jLmqXYKrqBWVGHNgv1LDQhBIVchtx0kmI+j6rqBCIx1CXksx3HxbIsXNdFCIGmqbgSTFNDUxWklNi2u6jptJRehDvfSQohqI5qRIMqE9M2qZxbXlcuqIidL73sMwTNcUGuCEMJj+Vi6oLyOEOuKOkelRSspe/JeBjqY15x07uvaS83YAeBoCIk0FRBzxh0Di9MHM/sOxqEkiMwdMHAxEKZ4guZlJLRhIPtQHOtQq4oOdvvsLpFJxRQUAQE/XPn2D9q8/SRAtmCZO1yHy/bHiQSVLFsSaHkYugKXQMlnj6UoVhy6R4oMpXy6LFFS1JVoXHT1ZVsWB3i6YPTHDqexnUl9bUmI+NFGmtNAj6VH/1qhJFxTxFzBj8/P/TTNAVdh6LlksvPsZnaWoKYmkJ3/3mdqS5iFVGdeMxgfKpILj9P+TWmIxTJeGIJRpgrFx3TS2UvhcM/AKwUQiwXQhjAXcD5raUeBt5Wfv164PGXCr8/32RTC7ZQyo3APZjdQkG5bKO3wsw9Fgq8yIaYo1YutTh4UgwXOI1DTpZxaXkbyecRMzUeeA/T+E9+Rnj9eoTPBARCUUgfOMD4L35K3ZvvRY1VkHzsVyQf+TVqtAJp2+S7zpDv7cbftpKKW1+F6g+Q3v8Uhe6zONlpSgM9VN79XmI3vhxKJXBtzPY1BNZupjgywMfu+zh6Yox33nYDf/CXf017ezs9Y5MoFdWYm7Zjrt6I3tSGTKegmMc69wLW2SPYYwNIV6K3bUCNVaEGI6DpqG3rwfTj5qYRqooSrUKYftSqRmRqHHesXJKfGkcxfIiaZhAqMhRDqWpEqW5CTgzMRvjSsZG2hbRt3EIaoZngC3hSxhW1aJEKFNP7v3RsrIlB7HQS17JQDT96ZR2oc9HSfGlku1TAymUW/F666UMzPf0c0x9AN4wFU2jLssjl8miaSjQSQp8nx10s2RTKOuqFks1UuoBV9uyO4zl/RRFURXXC50VwmiowNEFFSCHi945xfNphYNK5oAyCpgqqIgo1Zfp3/6RkNDW37sXiD0ODZTXQXgflNq50jXrL3LlCMsuSEXzQJzA1QU0EWmrmBpqlLJF26Rt1yJckHX0Oqgo7N/horNZQFI+jb9mS/SeKnOmbc6YVEZX2Rp1dWwJsXuObnWUd7cjz7JEcjiPxGQJdE/QOFjnakeVXT6cYHi9RV2XwmpfFaW/2MZ12aKg2CAdVCiWXwyfSxCsMNm+IcvTUNGe6snT1ZDl5Nu2dqwT1vBn8yFgBxxbEK3TS2bljTGdsXAmR4G8PjGSyNlIKtHJiGLzZTO9QjkjY8PR8ziucE+J3x5f/D29XSmkDfwT8GjgFPCilPCGE+BshxCvLq30FiAshOoGPAH/yH93vhcxxHAzpMEaA/YE2xghguBaZY6fLB1xeMZN7aXZos2S0PyRL/ENuCMf11DtHHv6lRwKSEkdKcsePMfHMXipvuBG9rh6kxE4kGPr6Vxl58LtU3v5qwpu3oPp9CE3DzWbIDQ+Re+EoEz/8DgCRm25Hj9eiRWM4hTzW2DC55/dROHMCAiH01nbUYAg1FsPwmbQ2NXDr+z7MUK7E6NgYbi5Nx/5nED4/0rWxzr6AEq708PlACLWpHRGuwB7u9bB6fwDhD2L3nMCdHEbYNu5ID8RqkLYNgTBCMzxF0FgNIuRh+0pNC2rTamQhhzvQAdmyPpCUSNdBFrLIUh53YhBnrAdh+NDr2tFqW1H94QXXVToObiHrFcNpBophYMbr0KPVlKZGsdOp2XWtTBIr6/3fKRawi7kFRXa66cPnDxEMR9FNX/mQJKViEce2cRyXklUqO++Fj0ooYBIN+73Bp+zcVSGwbJfJ6SL5ckNqIZbmUwshCJjqLE6dK0pyRfeiM0dTF4R8HrMkHvYmjAOTLqYO7XUCn35hGCBfgo4hSJVv+6DPW+bOxxsY7HkOfyThMpJwWVarsK5VIeBTiIUuzg8fT0kGJ1w0RdBWrzA65ZLMSFY0aSTTcPhMCduW1FWqVEbmthPyCxQF8kW5wAHXV2m01OsoCixrNKmv1jndU2Jdm5/KqIZtS7r6C3T1F3Bcyd7DKcamLK7cFKWhVudcbx5VEwT8Kpetj/DGVzdg2TAwXEC6Xi5lZpArllyGRvKMThTIlxzWrYzSWOfHdSU9/Vl6B/JEwiqBoEaxtHhktB1JvrAwV3fgSAJFgfZWP9L1ZoL5gkNXT45QQKWxwc+iyym85XeRtH1JBhIp5S+klKuklO1Syr8rv/c/pJQPl18XpJRvkFKukFJunWH0/C5MVTX2+ts5qDWRCFZyUGtif+V6FPOl16WYtSWK4l6uxtAQ/KAwhRDgTmdB0TzlROmN8qXeXuxkipYPfABZTroqkTD28BDjD/+E+re9k6Y/+gi1974L6Uqs/n78K9eQ7+kmve8ZgqvX0fCRv8S/ch04Fq5jeW34KuJkn3uKYlcHrm3hv/RKoq+7lw/91d/x/He/SiwUpG98kuPnejlwrg9nbIjCnl9jJcZxSwWUiOeojRUbMNZcjrlqE2p9K1bHIeyuk6DoYPjAH0SpWwYTw7iDZyHvTXWFEKjxepRyMldoBtgl7HNHvP6v5QSrMHyI+naciQHsvg4IRBHhSs9JavqSN7yTS2MNnUXms+gVtai+oDd7MEyQLk5+GtfxaHWubeHaXhRuBCOYkcpFDVEcq0R+OoFje1NrKSXFfJZSIY9pGoRDIRzbxjqvulZRxGy7Q8dxEbgIRaAqAp+pzeL6M9sslJxFRU0AuaLDeMqiOqLQHFdR1Ys/kpYt6ZuQaAqY+kIHfSHLlyCZ8bTvtfLm6yu8ZcbqYrCmyWuu4riSrhGX3jGYTM8MNHCqX3Jm8OIT83BAsqJRxdAFFRGVSEDxisAELG9QmM65nBu0WdmiU1upUSxJ9h0v0DdqMzhmM55Y+DA11hq01ht09hV59miW6kqN7ZuChMMKG1f7aa43GZu0GB63EEBlRGMqZVEsuYSDGq4jKRa9ixQN6xw/NU1djcF12+MIVVDufwLAswcm+cK/dRP0qWzfUsHlm2IEAxqd3Rl++IthVBVuvraOSMjAKV9415UcOpKgszvDsZMpHnlidIHT37Q+xpWXx/H5Nb77owGePTRJMKCxfUuc5kY/ff05nj00xZlzc4WKUnoztt8FCPJfutJ2KZOeN/Vely+YUyygVkYv9rV/vwmWvIqKEPyxr54fFqY4ZxXABVkoeawc1es8hQSnUGDqsUcBgaiooDSVQEqJFongFktogSDF7h4oldBilQifj9LQANIwMesa0WKVICWOFAjDjz01iVssImwXa2oCZzqJUBTUQBg1VknN2vXc9w/38cTf/SmXNtbQOzKGbimEPvjXcOokVv855LyktxAC4Q/iTieQJRt0E1FRhRqpBAnWuRPY44OozatRapdmVrnZaezJESgWEP4IIhCZfV/2d3iJWddCCYZRw/EltzF7XQ0ThIY10Y+TScw7TgUtGPYYSuP9yFIBI1qFUWYGCUWZ01Na8PsJkC6F1BSOVUJRFAKhCGYgOBudF/J5rFIRyypRKi1O2AX9JrGQH0V4CcVIQEfX5m4Ky3ZJZkqkcyVSGWuB43fLD7fPUAgukfSTUpItuHO4ufBgGQFUhhRaq8RsJ6wLWTIHvROgKwuj+gXXVfEYQDPHlC141M6a2MxlEjTFJfUVF3ZCtiPpHJDsO2kxkXQI+gRtDSoneyxGp1zq4yqXtus01njn6biSwXGboiXRVMG2DT5WL1ssh3GiM8/u59KMT9nomqAqpnKys8hPn0yx/1iajWuDXLU5jKIIVizzs2p5AMMQ9A8VyRZd6qq9YC+Ttdm9P8HeQ0kMXUHIuZwaQF21ybrVEc71ZDh7Lku03JktX3CoiZu4UvL8Cwk2XRIlECgXrrmS0ckiU8kS9TUmrS0BDH3ut6+M6fQPZhkYypEv2MRjBvmCg6ErNNYHEAKSyRIDQ3O0cduR2OfTxl8i+71z+N5cqPwy7yVnjOZaCj3z8sjav2OqJM5bwLt66oVZPDWKzrsCtdyfGqAoHUQohHAcKFgeQ0BCxTXXoQWCuLaNO51Gpr2RPrr1SoyqKgr9/WROn0I6Dmq8iumnn8TJ5wmsWY9S7gNQ6Ov2KKaFAo7tYE2OYUsXITSP2TJzCkKgVdXjZlI0qTa/+KM389MHH0C/7xOI/gGMz3wFpbJ28YkArmPjJsYQ/hBqvFwmbxVxx/tB09Ea2i44BZXZJOTTKM0rEb4gTtdxj64phMfIUQ3cfHZOO/8ipph+tNpWZC6DNTmEk0kiy1G8FqpAj1WjGj6kULCToziZ5EW3p2o6/kglmmGClORSU7hlxw8ekyYYDuPzBygVChTyBSzLwnHmHkhFEReNzDVVeM5cERTthTh9yKdSE9Uu6LQzBZdzozZTGW9/uipoiisEfd7+LnTNCyVPKgGgJgJV4YUagOdbrujNAqT09rGm2RsLE/P6aJds6Bv3kqQXOs+1rSrxiJjNKeSLLolpx4MzhaChSqOiTKucSDo8+lyegF/QVKPhM5Ul+fVVFRqBgEpDtYqUsPtAhrpqnfpqjWOn85ztyc8KyFVXGvhMhZOdOVa1edWs+4+kcF1JOKTR3GAyMl5gYCjvVdxLmHH5a1ZFuPNVTfgDKifPptn73ARSStavifK62xvI523O9eSYmMfS0TSFl11bw5aNFdTX+tl0SWwBJNXZneFER5r6Gj93v76VdaujHD+V4ivf6eJMZ5o17RFuuKaGq7bNUTyLJWdJyOilsN87hy/ml8uW+7dZk9Mo87ndgX9Hr8glHL5QX1zv4gYjSpNm8I3pcQLLWz1OvSizDQ2Dyl3XUhge9jZZjvyFphNcsw4tFGby1z+j2NuF9PvRTJPsiSP4mloIbb6C0a99numjh5j68QO4pRK+1naMhiaKHS8gLJvA5m1oFZUUuzooDfWTPfgMhc4TFI4fQmgmtX/2CbSaBsRjjyEA4+hJgttvRBiGxzyZHKHU+QLWQBdapBIlXu/h5+kE0rawh7rBslCCkYteA6WqEan7kINdkEkgDB8oKkogjNLQjixkwLZwz0uqXsjUQBi1qhFsC2dyaK49Ih58pEWrcLMpbyCQL/7gKJqGL1IJQsEu5nDdhTozqqoihMD0+wkEg+RyOQr5/AW2NmdumZZpO5JswUZXBPGIiXbe4FC0XBIZe8mEraYIov655C5AOu8yMb2YFTR/vyNJGEl6UbSqeAnbZdVLrg7AWBK6RuWsM9dVhTVNguV1c3TSoSnIFOYSv0tZVVRh+yU6NRUqjuNROoN+lWhwBv6aU/f0qJiS7gGLqWmbZHrpqLax1uAV10VZv8ojWui6IBZSufWaCq7ZGubgC1m+89MJBkeLFEouqbRDImmzojXA5ktC9A3mGRr1aJFvfGUDO7ZUEghoKGo5wj8PartsfQWxqMbBowmyOQdVFfh9Kk31QXx+lY6z6QXra5pyQUXPZMoiX3BoafYTr/BmL8tbgkRCGt39WRrqffhMdcGswHXc3+a2/XfZ753Dn8FsgVk5AJnJocVjc+8bv0WWXWE2gkfzXgtVzC0XSZDNNyEEHww38EQxTWdNBTg2fz/UR9KyUSMRdNPEnpjwwildA8dBzqfkLW/DnppEUVXCV2xDr64jdOXVaIEg2dPHmfr5DxCGjhqMELzyagodL+DkMoS2XUv0hts9Hn7fOeyJUayhXvLHDiJVBWPNpWS+8imsNSuR5ZtVKgpyxzbo6ADHxu7pwO7vxE0ncEsF0A1EKIbwh3FG+nCGulGqGxChCK59EcExoSDH+nDtAkrjCjD9SMuLkiSghitQG9qRqXFkNoUs5mc/v+DPYwbAthDhSpTAQrhOug5uKY8aink1Ao6NW96ea1uUUpO454mHeccJqm6iaIthhVIhTz6TRVEEgUAAn39puueM2Y5LIpWnWLLRNYVYyMRnzEXyruupKUopKdmSYrlRz/nmNxVaazT8pncvl2xJpiDJlVhyfYBExsPta6Jzjc+FYHFycJ7VxDwi4NhczhtFWVhM7jjeYDKVdi8Y5Xv7mttnVVRhfZtGsNxC8IVui8NnLKZzDqah8LIrfURCKqe6LQ6dKnC6p8TAqFWufJ2zcFDFZyj4TIWdl4VorDXQVMGqVh9r2/2EQwrf/+U4B45Ms2V9iKuviM464VTGJjnt/d5VlSbXXhmnMqYz4/7Oz+uUSi667jnx+YOqz6fg2kvLUV/IQkEVXRUMjxZmobyAX6W+xo/jSPoHFwcOpqGjGRehQv0H7PfO4QtVK9/dlCtWQa+vxh4dmzvbbA50MbcozP2dtwhVIBRxQabFhQ/CW0R51I4aGvd96I/5s5/9mKztMFIqca6YR/j9CE0DnwmaBtksM1iPVlFJKTGF0bwMIV1kySKwag1CQPbgHrTGFsJX7MCsqsNOJLETkyixSoRQkLkcUtPAdVGDYQJXXI1v5TpEKIKTm8Yd82YUsqkRqZRBZEUB18XVdWhvR2g6xprL8F15E8aqTdidx3EGz6EFgkjXxklNoreuRl22FjnQhX3uBZyJIaS7OEoTQqCv34Gx4VrQTWQ64en8ZKdxk2NgFVGiVSihGGg6zkgP7sQATjrhVd4uYWoohl7bihauWPTAKrqJXlmH63osICuTwEqM4To20nVwrIJXDFc213XIJydwbZtAND7L2FmwTU1DMzSEUNB1HVVd/EDmCyUyuYLnJORckZAQAp+xUNc9W3CYTFvYjiTsV6mO6i+KxUspGUl6A0Nj5eICpNlro0A6D6X/AxVnvwHNVVA5T7n6dL+kY2COl99SI4gFBJ3DHhsHPHgnmXHpHHTIFRY6QkURrGnRaKyau1YVYYV4ROFsn8PxzhJ1cYXaSpXVrQbrlhuMJ2w6Byx2H8oxkbKZTDkX5f0LIdi+KcxNO2JouuD4mRxTKXsWVmlt9FMR1vjNMxMkUucFJWUJg/MlUiIRnaBPI5t1yMyjZfp9Cq4rSaXt3zqhWlfrRzdVhkcKFMrJ3GBAo7U1iG1LktOLAyXdVPAZyv+Zz/kt7ffP4StelykEHo1BgpVIIGdwNQUwtIW/serJLCyI4P8jF3v+vSCgICVXLWvjqtVr+Oz4EE2myaBVQgsFmT58GHsqAXbJgyB0HSUYYuz73yXx2COeY/H5wbbI93SjBkNosTjWYB/Zw8+BoaOGQ2gVFZQ6XkAEgojKKqzuM1hJL6npTCcpdp1CDYTRonFcCcXOk8hMClVqyBtvwPnZT7EvWw9DXq5D2hbO+DClc8dxEuModS2Yl+7EdRzc5ATuaD8yNYla24zStt4rzBrpgWJh4aWwSki7hBKMesnfoU4IxVDCFbiDZ3Emhz0JCjOAWtOC4guiVDVAtAY5PYFMTy2+vI6Dm016yV/1Aho1jo2TnkBaRbRAFDQTKzWBoun4KutQjTnWlpj5VyyM9krFIrnMNI7joOsG/kDooveF47o4jovrSqazBRRVwdCXnk36TZVowKu89DqrSSambXLFCyfrhBDEQ4KKoCBflPRNuFhLRJsz9Mr0vOBRSu//F8oFCiGoiQpC84qhUjnon/CSzgANcYWNbQrrWhRqY956Zwdcjve4DE06JNIvjkO01Gq0NWosb1CRLhw4WWJq2sHQBHVVGjWVGg1xlWhYoVCQ7D+WY2jsxUeuiqhOS61JLlduTFS21W0BIiGV/uEiqfMhI1GWVjiv+MCyXIolF10XaPOS78WSRFHA/D9wxorwOCT6eYiAIgQ+UyWftxfx8LVy9fXvgqXzn0pa4aUw6UoErtepymd4CVpFoIeDWOlyhVzBc0r/Ry5dMOfIyzMAZWYmcb6V7x+lnBz+VHKQkY99hLe3tfNP2QwbAkEGi0WKI8OM/uyn6PFK7EIWVdeR00lkNgOGgbFsOZlTx1FCQaSqUOg8A0iEqpB9/jmk63iNVPwmMpNG2g5COmiBEEZTK6WuU+ixStzMNKW+brAtjOZ2Sj0doBvg2BS//nlkMYfv0itxv/1NXBwUKZH5LPZQD7JUwHYlwrHQVm7E7j2J0HS09vVgl3A6nkf4g2jtl3oFVL65gjYpJfa5Iwjdh9Z+KSAQugGGifAFUBraYXIIoengWNhTw2AVUWtaUTQdaSxNKZF2CTc9hTs9iWIE0GsW68kL049RWY/QTYRQUH1+3FIBK5fFtYuYkfiscxeKij+2mB3kOjalopekDYWjqNrFH5egf24QMXQVy3ZJ5yxCfm2Rg9BUgTYjISElE2mHdM7FeLF9lJO1mfyck5qRagiVPwuYgktbJfP0uMiX4EQ/hH2wtnmOingxiwa975VsSSbv4jMEflMQm5cCa6gS1FYIXuhxOd3n0FD12znD0UmHnhGbdct1Nqww8JsKtiMZmXAI+gV1cZVzAyVWtujUxF/cTXX1FzjTW6CmyiAcmjvxkYkSI+MWl6wO0lR3HjVbermZmfsgm7PpHchRHTeJVxhYloNV7sHQ2ZXmwNEUq9pCVMQWQn6FgsOTe8dprPMTCmk0NwZmk88Bv8bmDVGEhO/8qJ9dV9XQ3hokFtVpbPATjZicPJNiKmFx1ZVVqKrw+m//bgptf/8ifEUFoSmgCZR8BjSB2VKHUyh4w5uK56z92iw2j4YH6RggDFAMMbdo5b96+bXmTaUVBEJTEOriZRYWwvv70ZomXl5dx9+feoFaXeepdIruYgHF0CgMDVDo70ZoiucwNY3AmjUEmprIHn2e0Qe+CVIS3nIFubMvUBofQ4vGCGy8nKo730axv5vcqeOo/gBKwIcs5BGhME5yCuE4CEVgtq/FbF8DhoEzNQqFHEZFHL1tLe70hFcQMjqAMz3pyUZLFxGKoq/eiAhFkKWih/ObJkJRoVRAb12NUBRkLo2IVCJUDSUQRjo2dvcJ3HQCrCKykEcKT35AlgrgugjDc8JKKIbatBqlrg13ehI3MYq0SoD0on5N9wYD8AaeyWGkbSEMH1pNK1LRsLOJJfF4IRQUw48oa/FogTB6pJJSJoGV8+goM1o3FzLTHyAQjmLbziIe/lI2A/0JIVAUhUzeprhUJ5IlTFMFlRGVcDk567iSiZRNvrh01BzyK7RUKWgKTGU83B5gfFrSOy4JGMzSLMGLfeLhciHyRZxJ0ZJ0DEqmc5I1TYLtawSaqtAxIDnd7y6KRivDCtUxhYCpIJTFWjslSzI07izQ0QcPRQwFBcsb5/ITibSDpkqSaYcT50ooQtBYa8zlLyxJseTNoM71F5lMzv0migLtLX5MU3C2J8/AcIEz3TlSaYumeh8bVof59e4JznZnZyUOpDunTAkwPlnk+MlpLFty2YYo8UofI+Me5JLK2JzuTFNTbRAOaeRyc7+rJ7GsMDpZYP+hKVLTc8el6wo3XluL7bj0D+ToLcsyXLI6Qjym03EuTTrtYLtzYgpyhoj/O7DfuwgfRaDoqtcl1tBRijb+6jjO2MRcWOOCUh2H+bi+8CK9RaYufL1AwW5+ICNAKDMcoXLkaAqEAopf5faGVm4M+fn+xDgv5HO8kMthxiuxB3o97ZxoBLo7IRqj7nV3kN6/l+ljh1F8AXy1NRg1dTiD/TgTY7ByFYG2FSBh+qlHoFSAQAhpWR5Vs5jHzkxj1DYgfH4vgnFd7PFByGbxbdyG79IrUPxBSl2nsAe7KHUcQeg6vg2vmL0OajSO7Q9ReuFZ1MoaTHU7yurNs4Jmav1ylJompFWk1HEIrWmFx5zpPYV0bLT2S1GXr0fxBXDTCez+M15R1jzVTFHGwpVYLUq4Egw/bi6NmxhG+KOokUqEbuDaJWQxC26FNwjoJmogjJ1P42RTXjJ5qd9vvgkFMxJHKgqObVHKTaMZfoxgeOnVhUDTdFxXks/nZxO15+vNLGWqIggHdMIBg3TeBgmRoI7jSO+emPddIQTx8MJH0XYkQ0mXsB+W1yiz+5Us/m5T5VxCdmYiOpaCSEASML0PFAEr6so6TucddsmWDEx6xVdCeNi/7czMQrx1aiugfxz6xl0aqxSM86jNm1eqOC6LaJWprORUn8NGQ1AqOeRL0NagsrJZR1XheKfF5WsUoiGFUkmSykha61WiIZWm2oVw3aGTOfJFl1WtBme68zTUGsRj3jrLGn3UVen8249HGRkvks05TCUtYhGVG3ZWUlWpM5mw2X84wbKmAFdtrUQoM8VT3t/6Wj9XXSlITpc4dCyFoQvCQZXB4TyxsE40otHZk6OxTi7IK5imyuZLYyiKl/CtmKe5Pz5R4Ac/G2RkvMCG1RE2rvMIBkMjec52Z2lp8NPeFkJX5127CwAHL4X93kX4HjFTzt25qsC2CriaRzkQqoLQFaSheNLFM5H5i/Qxnd36vIdN0cXconkJXkUpzxB8AqXM5lGEwIiE8asqb21u5MFLN3DP+ksYq9N5zeb9JDe3EW5dDkJgLmvHLRTInjmFKOUxquIE163HGR/BTkwgkchSCTs9Tf7kUSjk0WJxSqeOUhjqw9e8HCElarQSvb4FEBQ6T5A7+CRC1TEvuQz/5h2ogRDO5CjFzhco9Z5FbWrDvOxqhN+DZKSUOOkE9nA3Qrpo7esRquYt5Wvl5jPYfR04U2O4Y32444OeuNqlV6O2rPGcezQOhg85NYzMTAESzKV0jCRuJuUxb1QVoai46QncvEeBU/xhtNrlCMPnUUKnRlB9IbSqJpxMEie3kCo345SldLELuXIZvUAPhNB0g0I6ievYL/q7K4pCKBJB0/VZ7n0mmyebK1z0e4auEgv7UFUFx5E4rreMT1tMZ1+8qMbUFRoqVeKhufstmZP0TyxkiUgpyRbnBNqqIoL6GKTynsLmfBNiaSjHdrzeQBPT4DcEl7RCZXhuRSklLTUKKxoEgxPwQrfD6X5noS6RJvAZizdeGRFcvlojGoTj52yOnCnhup5KZmOV5tE3XcnwhIWmCSQu8Zi2yNkDNNbqICW7n8uwqtXP2jYP8jtyMsPhkxk01cP9xxM2l68Ps3l9iIPH0gyOFaiMGbzsmjimoXC8I02+4OnilIXnAThzLs1zR5IMDuZxHcm2yyuoq/Gx58AUB48lcGzJtduqeP3LG2aLssCDdL723W5++PNBaqt9C5LpxZJLKKhx9RWVdPZmGBj2ak2CAZUrNlbwulc08dBPBvj693oXFORJ8buRVvi9i/AlLkKRHoYvXIQmKI6Oo2bSSH1escroOK5KudLSk6K9qP70fAy//FosWcAl5hoYaAI0EBrYiSlv9qFCnd/HvcuW8yH/UwzoRf4q/2O+Vf8Rj1wkHXytbQjpICIR7IkRhH651/YwHEYNhSn1nSN34hjFjmNo8WqCm7eR2fcEbmqKXO9ZgpdfRXjnDajhKMXeTqZ/8SAiFCVy7U0YbWtmzzF/6GmsM0cJXHM75trNXhVr2dx0gsLTP8O1bYzVmzHb1i86U2eoC3ukF8JR1NpW1IZ2z8kvUbwlzACiqgl3ehzZ+TyicRUiWjUnG2wVkZkppD+EEghD3XJEYgw3PYXQTRR/aFYYbYZ2Kfwhrz5AN1CMOZqka1uUEiNooRhC1bGmpyBSgVaWSBaKij9SgeNJRr6oGYZBsVikVCphGCa2Y6NrF0gW4yU5U9kikaCBoanEQnPrBk1lVj/nQpbMOhQsqIkqC6J5Q/V4CDNvWbbn7MemoSIgqY56H5i6YHmNvKjI2YxJKSlaoKuQyoIblwsclmVLTvVLqiJQVyEwNA8+uphM8nxTFYHrSvafsomFPJrpzDUPBxXamzSeOZKnWJLs3OTn0pU+oqGlB+GWOoOzPQU0FRrrNAzdgwq7+oveAFJrUBPXWbXcj2Eo9A0XyBRsqsqzACEEPr+CSABCzKOsevurqzGRQGOtyZ6DUzx3OMn6NVGu3R5naDiP40iePTiFz6dw2fqK2eMyTYVV7RGC/sXHHQpp5PIOqqrQ3BDAV+4Y1t2X4+jJFJs2xFi/LrJASRO8RO/vvR7+S2GKpswmSwn5IZcHu4CIx2AiOW9FUNwyFdOdYWiIOWd+fsXffIf/Ijb7Xc1z8IqiQKHgYf6Kxs4bnsVVnptd/2k6aR3+A5Qr4djESsz6WhRVwbVthJT42leh+f3Yg33Y+SyOXcIeHQTXIbRlB4rpQ0gXJ59DKCpmSxtqOIqUEmuwFzc7TWDNRsz2tbP7LPWdwx7sQgSjGK2rFjh7e3IEZ3IUpboBhroXEb6d0X6kYyMArW097tA5yCSRSrlwTAhPYjk3jVKGWtT65cjBs7hWGBQFZ7wPVdVwrSJKtBrhC6E2rIAyB15YRZzpcVzwksilPCAQhg/F8KGX9XgA1MDCwi8nn8HOTAMCo6IOI1a1gFsvhEA1TKxpD//XDN+CB8uxbc8hlAcYVVUJhUKoqkq+UEJK8PnmtudKST5fQtdVDF0rc94FYob/M2/b4YDmFRwVHHyGckEq5vnv2q5kugBR/xy3fiormc550scz0M2MzYdcXOm1MgyYLBoEHNernvUZ0BRnsdZ81qVQAk0TpPPQPQqrGpXZTlUvZpm8h7sHTU/n5my/RTItiZdLJ/IFieMIVrVoxEIK6YzDz55Os+vyIFUVi93T1g3eoO0zZ+QZ8JK0UvLLJ6dY3myyotUb/C3LC+QCfo3njiRZ3uznxp3VlCwXv6l6EljS6yELUB33Ea8wOXg04VVd52yKJZfaah+11T4S0yX2PZ8gkVyYzxFC8Mqb65c8/wOHE5zpnGbl8gB3vLIJw1BIZ2y6+3NMJUskUiWu3b6wIk4gvB4ZvwP7vYN0BALh0xCGQBgKQhMIRdJ45ysRugexCEMgoj6ET3ifG+VFLf+/zMkXKnOJWnVe0nb+e0st5YSvOsPj1xS0hjqPk61KHtx3KZvyVSiyjK8i2OpfzU+Pb0XT1Jn5nAc5KSpIF2k7SOmguC6oCq6uew7F8Hl5A0VFOh5sIcqSC7guxb4uz+FWnxd1W0XP2ZrmbHPyGbPPvYDd8Tzm6s0oTSugWFhQ0Canp3CnpyAYQRimp4/vC2CffBan/4y362wKOdg5K6gGeDo8oShayzpERR32eD/O1DDYJe+4dXPOOeo+1Nrl6M1rUQNhSgMdlPo75n7nC+D1rlXEsYqooagXJrkOquFbEroxghF84QqEELiOTS6dxLYs8tk0+ez51ZQe00bXVQJ+36xwGnjMsELJxi6HvZqqEI/4ZvV0pJRY8/TyS7YkkVmcyMwUXNI5h1hQpTamLojupfQQSmteIFgZFDRUCvwGTOcvXBCUL0L3uCeH3Du+cPzWVMGKelhey2xx1HybmvY0dqojgkLJoyuqircBy5bkihd2TK6UPH+mxO6jFtUxhZoKleX1Xr3BzLWoiChcs9nHyhZPmrpYkoxPOew+lKWjZzFsFg6qC/rZaqrg2q0RGusMjp/NkStIIuVGJrVVBjVxb2Du6MrS2ZPF71OJhstEAEd6apnzTiGXd3jh9DThkEZ9rR/TUCgUHZLJEoePpaiIGrM4/IwViw72Eip26YzNvucnicUMVreHKVpeP4WBoRz5nE1drY+g31PenJ8EduWM0/+/kM6LmkSi6HhRuypBFyjhIBO/eRTFFOWsFUDJY+Y4zL0nZjcyOxQuedFVvO+df/VmMMGZv6qXtBWqiubTsVSBUHVaCwECUsdForjgKpKg6qPZDiJnxSGk51SkC7ZEqF7EKU3dO0fHxkWCVYRAEKGqqIbuOecyF16oqkf57Ad3akE3SZTKahTdwC0WvP61/jlcXVQ1ICdGQVVRVQ0nMYQs5CDk3ehKw3Lc7pMIoxJ3cshrSWj6y41JZjmp3mCkGbOXVfiCkBpHuI73emrEy0nY1qJBRygKIuAlU+2pEQ92Cy580Bb99tKlODGMLOUwapehaPpCSY3zTClH8HapSCGbRjoOjmZg+oMXrErN54tIV2Iac9tVVYVIyLdIMmH2O0WHdM6mMmKga2UHGtVwXZeSxWxZfbYocRxJyL94Kq+rgmavDw2FkkTXPNxc1zyhs9GkRK2QRAILv5ctwFQWmuNelG85c7fnjM139OMpLx9QV+G9117v6eIIIciXyonssr/tHnFJZWHTCgV9CQ0cRQhWNqloKhi6R+kMBwRPHy1y+RqNhipPEdVnwpk+i6Bf0N6sE/SH+OWeLMc7S6xsMS9YYDZjhq7guBD0K0wlPV67qgoveSolAyNFYiGNTHahU1YQ5ZaH3vZHxgo8uXccx5ZcsiZCJKxj2y5P7Jkgl7dRVIVrd8SorJib3dm2y6O7x4hXmtRWG0ynbS5d51X5BgMqbS0hdE3wzHOTpNM2d72mmfblIXRdsHvvBOmMzcEjU0wmStx2Q50n0yBkGWl+6SGd378IXxFopooaUNEMgRbS8NXGIZVEDWkoARWtKoJmal4kHlRRQt76ql94S0BB9XmLYpYTsPMWdYaiqSqo8xfN+6soXqJWAa/xievglsoZNOkihSCplrjGbeVfT63nOmUVk1YKAMVQsSfGvIfSZ4ICxZ6z5M+dwSnmkcLjshu19SihILkj+5DFgtcVS9UAiTMyMBtBqYEwajROaagXe2Jk9jqpwQjm6k3gOuT3P7IgAaeY3kMmc2m0S7YiolVYR5/x5JfBg1XCMfCHELWtkM9AasqbZeQ8bXtcz7MI3NnqWyUYRVS3eCqXuokwTBTXk5KQhZzX0vA8k1IiC1lc20EEY0i7dBEqpUALhtEr63EKWYqJMezii2vezDxYQtMpFfKezPEFBgqfz8DvNxc8iJblkJjOksktLQdh6ApBnzYPM/YaoKRykqnMXOFNVVihNqZe8CFXhKBkw+CUJJ2TWI7HFvGb0FLlFU1ZjmQsNcciKdqe0w+YXiVtW+3FOfiJrJfAtWyX0YSLZI7eaWrecH5uWNIz4lITg+ZqgXYRL1If19ix3qSmwhslMnmX6axD77DD8IT3e7sujE85JKddeoZtnu8o8bLtIW68Mviizn7GXjiTxTAUNq4NzlbZxsI6kZDG43smqa/zsX1LbMF3VK0cXLkzCX6JqSu0Lwvh86n09ucYHi3S1hog4FcwfQp9A3n6BubuKUURVMdNfH6F8ckSgyMFHMfFtl0URfDKmxsIBrzBPZOzyeZsNFXQUOdnbKLIU/smqIgZ1Fb5Zo9boiB/m+TSv8N+7yJ8BB7+LV0U0ysuElYBLV7hadZoCjKfm43uPCvHPHK+AqGcxWDnrTEH46tLOJ0ZVpVertxVPFqEoghkMuGxdlRvVvHA2G0Y8RiFzFFujb0SPV7J1LPfRNFUhKahhaOUJkbQDBO1Io6SnERYFlpFhdeIK59DDYQodndgjQ0jrBJaRRWuInCy01g9Z1Djtfg2Xkmp6yRuOoGTmsRJJ5DpJFpjG74rb8Ae6sbJZrBH+tBqmz0p5XAFbl0LGD7sruM4E/2o8cbZExS6gda6BrvH2660iqjRatT6ZZ7ipWaiRv3IUAx3egJn4Hm05etRQjEU04eTGIZg1KNhxmpQNB2r/zRKMIpau2yBwxNCoNa2erRLVaU01ofQTdRwHNW3kO0jhEAvUz6tTBI7O401nYCwRDX9F3SkuulDM0wc28IqFklNThCMRPH5F7OJDH3xQKAoAseR5PIWQf/iiFRTFUKBxV7RbwhyBclYyqY2dmHFzAXHqkE8LDE1wXBC4rrQWi1mMfy8LZnKeFIJugYVQa/YKltktvj8Yra8xquwTeUFfeMSTZXEy41KKiMKqxTJRMolnZcks4Ka2G/PJpnOugxPuVyx1mBw3CWRkdRXeUnomrhKdUzldHeRiaRDJKgQuUDy9nwrFF0mEg6hgEp9zVz07bhe20dNUzBNr5H5fHNs6Q1+5eNXys/rZLJIvuBw5WUVVFeZpDM2L5xKs6wlQCSkE5j3WyqKwHZczp5K01DnZ+fWSjp7cnR2Zbjh6mrMcg2B63rV1VJCR2eas90ZtmyqoDpuMDSS58y5DKoq2LKpAildxO8guoffwwhfKRc+KVAWSZNY+Ry+pqayEy5rqumaVx8lvKmd99qLzAXMOfuFf2ZZXDM4vqorc4vmLZqmopTpnqqmIHwamB5GKVThvacIFNdBURRcvw8cC6GpiDLurpoaiuuAaRLddTNGLAamjjA0KOYo9pwhsP16tNpGCsf3ITQd3+r1GMtWokUrye3+ObnnnqB46nm06nrMy6+mcHQPpdNHvWIo10E4DoEbX4+56lJKBx+n1H0Ce6CL0pkjyMwUbj6Lm5xCrazD3HzdAj15t1TASYwhHQuh6agz1a6219ZROjZO3ymcxASUCrPiZfhCqE1rUAIR1HgDaqwGKV2cQho7OV7+/vm/qYYWiYNu4tol7Hza4+RfxPRQDF9NE45rkxsf8nj87oUVJoXw2CRypnjq4rcZUkpy+SK27aAoAl3XLqqaaNkuzjzaneNCtuCiKF717Is921JKpnMulgOOFAwnIeKXVIUXOtyA4ali+o2Z8/Iw4aGEV6B1oW3P4P8lG3rGvJaHa5u9nrczZmhegjNXBNPwEsAv0q9lgZVsScnycgoSaKn1gq5iSdI/YjOedFi/wsfN2wOc7CrwyLOZRSJqF7LqSpWqmMru56ZnC7KkC7mcQ0NZaG3f88kFWLuieMchywlS01SpqjRpaQwwOJzn1JmMB8GZCtVVJpmMzemu9KJ7Y93qCKvaQqRSNq7j5RkqK3RUTcHQFYZH8wyPFohGdAaG8kQjOtKFjq40Pp/K5ZdW0NIUIJW2yven9Npq/19phd/CpId3owmEaSA1BfJZXFUidLUsQyzAsZmrPZ+Pap6PcP6fm6JT3obnPFQBvuZmimc7PN10AdhFfG2XUTp7Cqevm8BtryJlaNjJSXwr1mCeOk5puA+KOezxYXyrLyHwT5/C7DiHKJWQ8UrcsSz6FRu9qlbXxhrpQ9F0jPa1ZW0eB7v3LFKA2diK9AUxLtmC0dyOTCfJ7fk5ajSOtmqTxyQqFXGyaUQ5cpbZaXAL6Jdeg+JbiLHLfAZZyCJCUY+OGYriTo0gpychVu3NQhKjEK5Au2QHbjGHMz2BEo578grzTCgaQg948gr5DLpeueR1FY6NLBW86D4c9xxVMY+qaijnbRNA0Qx0XwhpOghFI1eGnYSqYQaCC9oWSikpFvIoqkosXn1Rfr7jupQsh3zRAiEIaCrhgHHBiKxkuwxNFAkHVOIR7zi9HrUaqvriDUyklEznJWPTkoqAB89IP0T8iwcYIQSZogfLLKvxnLSpQ2v1hUVik1mPqbOiQRIwYUU9BE0W0EeLlld92z3iOfz6SoVVjUtfIyklU2mvB+38/MBE0hvg4hHBwJhLMu1glrH9K9f78JleQ3W/KXj6cB63nAS3HcnJcwViYZVwUKEisvBEfKbCzs1RHnkmwcBIhjXLfcRjOr1DeWIRnS0bQuQLLpOJEsdOTdPeGiQa0XFnwrqyX41FdK6+Ms7AUI7UtEX/cA4pvU5Zd726iWf2j/OtHwxQXWHwptfONfupiBpccVklGy9xMU2VygqDpgbvGXJdSTpj0dOf4+U31rNieQjTVAkGp5maLLH/UIIbrq7mthvqZvMJQiiIpdrovQT2++fwRZm2pqkgPEYLho41NLCwWfGCJNOFXl94H7Mvl3jIZ6STVb2sK6KpgI0eMhGaiuK6qOEgdiaBGvShxWJYYyNofh21Mo5iGNj9ZzDjcYTr4kyncMeGyF+9mdTt1yB1lUBVC5GP/TXm176Mvv16Csf244z2ewPexisJ7ryZ4tnjWHYemZxAWiVCN7wWDB9uYsxTi0xPYacn0VdtxFh/Jc7UCM5YH8IIIOpacCaGEJaFIhY6RplO4E6NIIIhD+aaHIJgBMpJVjQdRShoq7cgNB23mMMdOovwhVGCMVA1pOvi5tNeU3LdQG1owx7pxkkMowUj5XzEedfVDGDUt3uSCYpCMTWBNZ1AC0fxxWoWry8ERqSCfC5LsVhAM01c18WxS0jpZ/4EVwhBIBSelUWYbx7LxiGTs4gETfIli0LRJhryzbYyNA3do2eWXExtoZKl40gkYkEXLGCBBvp8sx2J5XiQD3iJ1vFpzwlXhLwBIlBm0RZKXvReXzEX1ZuaNyjMj76DF+nwaWiSbAHGk7CsVlmglTNj54ZcJlKwtlUhEhALZBvOt5INJ3tsqqIKq1tUEtMu4YBCQ5VK2C+ojCpUhF0yecmJgzlCPoXL15qzlaaaJrh1Z7n6VBMUii7jUzYDIyWKJZd17T5WtPoQeLMDv0+hodbguiuj/OTRcZ49nEJVBbVVJrFInpOdWa67soK6apPHnpmgWHLZuqkCmInwFx5/Km2RL7o01vnQy7+RaSgkUzaqIsrSygtNCIFpLmaOHT+VYiJhsbwlQGOdH9NUKZZcevtzaJrXKF07734BMTvTfKnt987hCwUUXUEKiZAO6AK1qQF3agqpz3Gj/+Nx/BKmeBtWNKWcsPSieVX1VBEdRXhyyLaFHvCjlvKoioIZjyPzKVRFwaiqRGamvaSnqqKYOmrAT3FqBKe5HlHIYlTXozkOKAJ1cAA74CLcEqppoje2oVZW47ou1ol9niPbeQtKZQ2oGs5wD9YLeyFUgb72ClAUr9AJcMf6sbuOo9YtR29Z7bFkalvAH8JJjHhVrgjsMwdBVdEaViBi1ch0wuPPpyYgm0SGK3DKiVtZzIFdQqlbjvCHcW3LK3KzLZzUBETiqKEYAoE0QyiGzkzIJaXEdRyUcgMSIQRamakjpaRUKnlCbGYI13UXOeoZy2ezSCBeXTP73fnrzlQ4LiV57LqSqXRpNjEpAV3VcHWBri1MsJYsyeS0TWVIJTCvXaHPUGisMhYwWYqWp7y4FLslUebXt1SVmTgq1MU8pzA4KagIQdg/dzy2u5BqGfbPfX6+SekldU0NokHvmgZMQWVoMXwwmXIZTUra6gXJrMRvQFXkxcXRTF2wrlUlkXYZT7gcP2exolljWZ1GpNwIZfManZ4hm9EJm1xQIZs38M0blMLzcPKRCYtIUKFlhcmprjwd3QXiMY2OrhyJlMt1V0YIBVXaW/y84dYanj+Rpm+wQMmy6erN0VjvVTz7TEkqZXE8bbGqLeRJK8g5XubwaI7jp9OsWBagMmrg83nucSpZ5PFnJtANwYa1EbZsWjgDTSRLPHckQWtTgBXLggsUNkuWl1toqg/w3OEE119Tg2ko6Logm3PYurmSYtGlpz/HsmZvViCEx9X7v4VXv4VZqSSaoSJVgXBK4NNxc0k0Q+BoCqqm4jouwlSRlgtuuVBKSHDBdSTKTL9LBVzL9XICquo5cQWckgMKqIbmiXC5Etd2y/kDgbRdENJL0ipl3D7ox/UZnowDiueg9QiKX8fNJTDr1yB8OuTTSLuEr6kFa2IYRYBMDCNcG6OqmsBXHsPcdwRRsnBWtmGvasItJNECQdSG5aixSqyu4yixGtSqWpSaFhRcnKEuHNOPnBrDdW1Unx9j1SYA7GzSi/irm1DSUyjVTVjnnkfxhxGVjbhTQx73Hokab0RtXIEIhFGj5YIRM+DBK4YfqeiouRR2ahLVDHjdrVQNRzVQpcROjaNFKlF9QbSqRq8DGCB0Ez1ahRqMgiLIZjKAi1sqEQhHUXVP06ZcGE2hWEIxgwhFkC+WcBH4l2hKIoQgFI0teHhm/tqOJJ2zKdkOuqpQGVkIC1m2RAiv36qpK/hNzyOlcjYlWxAOsAB7N3RBLKguqqSdYeXMmOtKBhMSnwYNld77BcvD2KsjEA0IfPpcpawQXhPxku2xbhZSviURn9d/9rcJYVwJIwmwbVBVydpmz0Gvblq8ruV4eDsILmlVEUi6hx0qIwK/qWBoF07YaqqgZ9hhZTMsb1AZnbCorVDwmwpTKZvnTxcJ+aG9UWfDSpNweSCwbMl0xqEiMtc/IJ3z2iROJS3qqnU2rDIpFh26+ks015soimQiYRENezLIy5p8rGkP8vPHx5lM2rz6ZRECfpXh0QLDYwXWrgxREdW9wkukF6ABHZ0Znnp2gtqqRq7dHmfj+hgAw6MFTp2ZZtvlFbQ2+Qn4FwYGli0ZHs7T05clHNJorJu7D9etjDI6XiSRLHHkRIpL1kZorPOzblWEZMoimbLoHchRLLm0NnnEArnUtOMlst87h68Lm0hjDBew0151q1EZQ5aKFE2BtGyEaaBrCqqpYWVLuI6DZuqe0ypJhGuh6hpawIdjWRSn82iGhh72oagqrpQ4BQeExIz4sFI5chMZ9KBJpL2eiePd4EiM+kpAYtbVE/1/2PvvIEnz874T/Lw2vTflfXW1997NdE+Pw2AAEAQIkqAgynApnXSrP24vQnuxXAXjYjduV7e7x4u4W0lYORqJICmIBEi48dNupr231dXd5U1mpff5mvvjl5VV2VXV0wMScQoEnoiJ6arK983X/n7P73m+pq+TaiyMossYmTSujnYkbwiHW0Frj+EY3IC1ZROq2wW1Mp69hzAKecjMwcI4jt5+lEAU83d7qcgq0tgT5Ku30XceRk7NYWUT4PeLDn+lAFU3+qE3kZ1u6nNPsLCgkEaJtqG4nOCLUinm0F0ezNQcVrWEo3sT6p5TYBrUZupInhB2vUq1VAZfBNmoo3v8yOF2AKpVQZjSG5h0s1KkXqvi8AZRI50oLi+yomLWa9TzGWzVheEMoTeYraaskS9U8LhAd7hQGlh8UXYxkFUVh9uNrCiYlkU6V8XpUHFoMqVKHa/bjUNX0QxjzewcRCZdqInB41mxZcO0qdQtnJqMQ19ZthKkodmMhUuDWKB1Igh4FCzLXrNBm8gLmGLYCy7H2hBIWZaI+ezmqsG0bMo1yBYlgm7Bmn1WnAxEDX6oXeyzXLVRFOFDO5eBgFt8H8DMokWuBBu6VvcHFFliUzek8zbJ3PKEtTRwlyo2YzMmAx0K7WGZWNBGkSWcuhj8p5ImqRwUyzYjPSod0bWHEL9HYt9mHa9LIpkxmagI+8Rq1eDGwwqlisWBrR68btGHWMzUyeQtJGxuP6pybI+HcEDse+uQk5E+B/fGysTCGpGgimEqvH48SCSoMjZR4v1zGd58OUStZuHzKjh0ma3DHh49KfDB+UW+8kYbbTEHX3urg1hEF8iqhkrZUnN060bB2FZVmdGnRWbmq7z2coxo2MHB3SEmJss8nSqyYdDPtk3is/W6hdul8Ktf7eHm3QzmMwSsbKHOpWsZtm/2sXubH7dTxjAsnkwUSaaqTMyUObA7hGEuJyS2bQvm/y9KOp8dvv0HsB5dQYp3YcxMITsd6CPbMGcnUPuHKT94iLZhC3I2hSTbGMUCViaN4vciqQ6cGzZRuHwFJBNZkdA2bMMwbWq3r6IFvahOd6NBOY9RLOJo68J0BWnftpfi5TM4jCyeQ8eQA204fI3M1xvAMk18gQgUUkLC2OlGjvVQT04h604kBdSjr6O5A6h9I1Qzi6j1CnYygOwLQdsgpqziHK5hqRrF2E2c75xF/s530f7rf4JtVDGTU4Kh6nRRlRwUChU8toLm9iM7vSiyhOTyoeku8sk5avk8Qd2F1taHVa0g6Q6QZIp1Cdo2ojsVSuUKBYeFx6mj6RqSvjwoJzNVFEWifYlAE25DrVVRdWcL7FXRdFyhGMWKQdmycSILjoIkUTMlqkWbmGo3BydZlqnJXipVm063KlZJto2myli2hCLLBHwuVEVusF/Xxhoaps1M2sYwwb9GiUNTJHwuHbdjWVLAtAQb1eeCoFtq0ZRfuR1rlGIkxPeUKvBoHgbj65dWVsog35sSNfaBuN1w5Vz/RZcl0RO4N2njdcFgu4TfA64V0gq1uo1hte4jX7KZXTTpb1dwaBLtYYn2NXrjdbOB8TdsHk+b1E0xsEuSaKb2xGTuPakTDSot2jGVqsDsL0kZS5JEsIHwaY+oRIMKixmTy7dLyAoMden4V+jWT88bzCZrDHbpTM2WKZQczQFfliUcusSuzcvNBVWRaIuI++52KOiaxL1HBTJZg/07RYlSd4j753JIVCoWN+/m2DTsJdzQs5cbjOGl5vD0XJmPP0ny5Tc7ePlwlPGJIjfuZBl7UmTnVj/+gMZbmzro7Vq+qWc+STD6tMivf7WHhUSNQsFgYrpMpWJx4liMeMTBW6+243bJ3L6f59HTAuOTZbZu8qOqYsXz6ZUUM/MV/tbXe9EaCD6wflHSeaEItyN/4RtokS4iwSBGNoGhuZBNA4fPj7L1MGV0vCE/uqZQyqSQTINqtY7s8uFyKXj2nRTC+paJWStTy6Zx7dqH0+kWXqqyTCU5i+YPo7mFJ5xhWhQcb2NJBj6pCp4gZVNHwaCcTeHQVdRwBFkZFo1VWRG1ZK8fSdWxTQMlWEV1uZBVHdXjo2IGKetxXB43Ega1ag3d50ZVFNwDW1GcXqxHY8xnDPwulZqvH7dDRtdl7HIVpBqKIqO5Rell5cPjCcXQjTqyoiDLWlN8rFixmEyaKJJNe0jG7dAhGMLtakWh1E1YLDkJ+1YQthQV3bX2IyVJEm6nilNXmoxUUVd1kivb2DbMZ8Vg1REEly6jKnYzA5UlCUV1MJEUrFGfa+2MfmUojUzbocprNhkzJYnpFAy1gcfZup0sSS2s1YWMhSwJj9b1QsgcS/jd4HHRbKxmChbFCnREpBa5BHFeYpJw6TCzaJPO2+wYfL7AmiwLEpWutUoYL33XVMJkc6+MtELbO1+2WMjYdESgUDbJ5C36O9RVq5SAR+bAZoGWmVwwqK5Q3MwVhDn4UJfKQKeGvuKaXrlXoV632b3JScC3+t6oioTfIzPUqzE+XSOdrWOaDlJZg3BAZdOgg8EenfnFGtNzVW49KNHT7qBu2Os2t5ciHtHo6dBJZ2vMLtRIpmp43Cpup4rHreJyKVRrJgvJKj2dLsJBsZ1l2qJM2JhgLVvU1fMFA49L5cCeMA8e5SmWTIolk1jEwaZhX0tJx7RtKhWTD84usHHYj8+r8mffnyIeETdfVWW2bfJjmDaJZI1a1ebm3SzdnS4O748QCzv4l3/wmInJIuWKieZtNAJ/UdJ5sTAkJ3OuDYQUB0GXG8XlQTVNEjmbakFC0XUw62iaSrYkY0ghLNWiaFpEnAqKZ8XyXVFRXT7QPSykLUxFIaBLVGo281InUUlGtW2KFZtE3satO3E7FXSXLmqRGROPQ8cTiePQFJRmURZyZShWJNqCXlGnV3UkXGi6hCQJnRfZtLAUk4UcuNKLyB99ROlrX8IfcaOdPgt/9meY/+E/oqvCeCJTEvLMTh3cTh2XU181wCyfmtri4JQp2iRy0B0WKo2JnES6KOF3y6ju1S/wYkGiUFPoWduUas2QJaE1tDL8bgmfSzQkKzWbiSRU6zDcsfold2gQ8X42eWhsVljXdYQlXJrUMjCtDK9TaMCv3J8iCwjjyrBtm7m0QPFGA6xbzlkKTWn1hk3mRAklFpSa0EjbtimUbNxOid5YY2UjCZz61Yd1NnQrhP1rT2qSJBELrv39miLu2dSCxcMJk/1bBAa9PSwT9sk4dYl7T03mUyadMRWnLs5ncl40RkN+tYmW2TagCXBD4xnK5C1SOZPhXh1VgbtjZcIBlfaoxmC3xpPpGueuFTi2x9uSvS9FpWoRD2t4XQqSbDM5W+XK3SJHdvvoiOnoGjgdDo7u8RGPaJy7nOXeWJFvvBVvkSN+Nmp1G9OwGel3YxgW5y6niYR0wiGNznYn41NlNg568XoV5hYq9HSK5EaSpSUxdQCG+z184ytddLe7+Ld/PE48pvOtX+lnaMDH2JMC03Nl/u0fP+XIgSiH94rl0UuHYmwdCXDzXhaPS6Et6uCLr7bT0eZCVSRy+Tr/4bsTdLQ7MQ3YuS3Ab3ytl8fjRU5/Os63vtbLgd0h+rrceJaSJZsVR/U3Gz93A75pQqLsZ6UPdb6iMDpr4XHC1h4NRdYxLYkHMzaKrLKhw8bnXraPezZyZYk70zKdYVEr1TWBVpAluDcFfjcYpkQo5GhmI5oq0R5UUBSQJZVcyWZq1magTcDtylXIVyBmicVEumAznhA1WrE/m1JFwu8SrvdSXUH+w3+F4//2jwRtr68Pfu/3UH7pK4QaZQGXJnDUiYxF0Ct9pgzvyljIwOgshNzCcLsnIpia64Vbl2gPSvhc4ljHZoWEbsT/+bh8An0j/t0TEVht0xAchmdDU6At+Nn7tG0wDJvbT20CHtjUs/bA6dAg/nx5nuYxbuoRRzSTMBlfMNm9QcOpSximjWmCYw0t+KXob5PoirbW5fMlm8v3amzoUelpExc64pdx6jbpnFBpbHXfEXHvSRVFlhjpW807APC4JHYMqUzMGciy1ewhyJKow5umTTJVx+9a1q+v1W1GJ2q0RVRCfrVJwloa+BcW61SqFt3tOrGwgsshU6tbzCTqWBa0RzU6oho+t8zCooF7RaknkzN4OlVh05Cba3eLmJbNa0eDPJ2qcP1egU0DLiJBcf6L6RqaKvHGSyEk4INP0pgmKM/RbjBNm48+WUTCpqczwN3RIrGIg1rd4trtLIVCne52J7GIxlxieTITYS9JXgHg92ns2xkmsVgmsVjFoYuVTiSkEw6GWHivzOjjAgf3hJp7cDgUOjtcdHYsl3lGhpYNdbLZGtduZSgUPPy9bw4QDulYFtx9kCO5WCWTq7P/GdSPLElIn+81euH4+RvwLZl0ziK6AkvsdghUwnzKZlOHhKNh1NwWhLmUzcNp2NDZuqxfGU5NNMwk26ZmwOyiTVtIEixdGRQkMnmbsAcimuja183VkrWwPIzFAhD1i4yyXLV5NGPhc0s4NVE+KJRhISuxtU9kwPS0wfmPm/up1MRL6USUBQJucGoSxQqMzths6oHw2kZOa0ZfG9iWRSJjky5Ad1Smt23tp65QtpCBwcbfa3XRxPO5XnyCWStsoFyxENI7n/3ETycMppMWu4ZbywvDnUInPZGxca49Ln5mPJmpY5iwoUdklkuDtaaC2yk3B9IH43UWcxaHtznWnWCfLbsAuJ0SQ90q4WcmSI9TYrhL4fqDCg5NJhxY3tC2bQplu6lWCWJiu/mwjNcj09+pNxOO3vb1SmvgcytNVAwI4tLB7e5m2evCzQK1qs3JQ6Ix+WRaGIB3rrAb1DWZDT06pYrZrDV73QreZ1aDmZzB1JxAznTGNUoVQSjye2W6OxwM9brQNZl63eLf/ukM0YjO3/16JwAnD4V4aX8QXX9eGU00Ti9ez9IWd/Dl19vwuBXmFyo8fFxkZMiNadh8dD7F6y/HWrDyVqPBaq7AtKbSNT4+n0TXJfbuCqEoEql0jfHJAlduZBke8LBne6jlGKo1i6cTRcaeFjh6IIrfp1IoGkzNlMkX62za4GfzBg8ffZLklaMxcoU6N+9l2TzsY6DXTbVq8t7pBTYM+hgZ8mJZCETgL5q2nx2GZZHLGVRCyzd2Cd1w/ZHNnXGbwQ4LWZIYbFMIeWxujllMzNvMpyxCPon2cOtD63ZI7B0U/KlixWY6aeF2CC/PrpDFg0kTh0PG2Xgwx2YsMgWLvSOqqAfLoh68ySlqtIrcYDE27qeiCEx0ewiQ4NG0IKoMdSzXgfMli0zeoismECd3nhqYFhzYJBqmPVHxOcuy2don4XWJiadctZvY5+eFQ5UwLZtMwaInrhDxS9QNm8l5g7Zwa4Pu3rhB3YDDW8V365rEziF5TUQKQLkqVCHXM7ZYCkWWcOsWuZKNYbZmY6Zlc+9xjVBAoSvWgHLSyM7W+F5JkoiHPt8LY1k2MwmDoE8hk7eo1myGu1sNyGMhhdiK9z0WlFFkuHSnRDysMdzzYjOMqkj0rTMouxwybWGVybkqswmJrcOu5jnt3dzKoDItm0SqzrV7NSrbPOzYuJab2HLIssSuTaszG59bplASRh3YFo+nKuxIu4iENHZudGOYNuWKxdhEmZEBF26nQiJVJ5k2GO51oa1TNuvtdBCParidCnceFnjwuETAqzDU5242TwGeTpbIZKsMrKgRKorUSpZc53w623VkyeLRkzxDfR4UWSUWcRAMqCwkamSzNTYMeVvw8QCKKrRtlsqe07Ml/ujPJvB4VL76Vhf7doa49yjHj9+do7fHxd4dIY4eiOBeocnzeLzAlRtpsrkawYC4N++dnmdyuozTofDS4Si/9Rv9mKbN6OMCui7zyaVFcnmDo4eiOJ0qdx9meff0AuWKyciQV0DE7V8YoLxQ2JZNLlejXlMBlULJ4u6TOht6VbYP2OgaPJy0UVUYlsRgZJsW9TpUagJvvTJqdZu5RYO2sMr4nEEmb7F9QMPjWsJyC7bfYAdNYeP2sGhQpXImDycMdo3o+Nwy2aLQB9/QreDSJSJBQcjSVYmN3cs3dtuAikMVZYJc0cKhwVzKYiZhEgkouJ3QG5ef9SUBxAsQ8EC2YHH9foW6JXF4h2PdctXKGOlWMC1FuB8VLCrAk1kTTZNaBvyNPWpTMncpnicPcHO0yqOJGm+/5CWwRm13ZWzq06gZq71RLQvSeYuaIUhD0ZBKZ0ylM7bOjn6KKFUEJLC/U0OWTGzTbtDd198mHlYJ+20u541V806lajGzUKOrTW+BfX5WeN0yO0acXL5TpFi2SKZrpDImQ33OVddZwA+dTM9XW1YzVsMU+0UE2UBk4mcuZdm6wcPWYTeaIuFq3HNnI6t/8LjImUsZwgGF3k4XOzd5qBt2k426VsiyhFOXuXE3R9CvEA1rgnnaYzeNYhbTNf7Tj+Zx6jKH9wZf+DotRXvUic+jspCsMzMn7Aw1Taanw8X0fInJ2TKbR/yrJg+paR4rfp9MVZmeq3D0QJi9O0OC6DZdZma+wvFDMTZv9DE1W8aybCJhMbg/Hi9y+16OQ/vDvP5yO5ZlM/qkhCLDl99ow+9TuXAlxexChVMvxalULWYXqmwZ8dPf4xGa+ZcXUWWJnVsDzeP6GST3wM/hgG9ZNtVqnbrZUKmzBRZ7ftHgxsMqh7e72D4ksrb7T2vMLxoYhk1vu057SFlVScgWLe4+rePU5aaWuccpMTVnsJg12b7BwfYBhftPa+RLFod3uAh6ZYJeyORN3E65SXF3O2CwQ8a2LK4+MDm41dGyZF+KJXRItWbz6a0y2Db7t7poD2u4G9okseDzB86JmRqpvMnWYUeTov9ZsVR6uPu4wuU7ZU4d9HBwq94C+QNeaMUAorafzplEAjKTukS9/tmNKLdTZq0cVVMlDu9wcvlOiTNXysTDGnu2uHG9wES2VswlasgyTYMMEPXvg9tduJ0SY5M2um5/5os3Nl6mZtgc2r76qNM5g5sPynjcCm2R5eMsFE1kmVUEnmdjz2axz7uPykzOCpKRy9m66pldqOJyKBzY7qW7fTn7v3y7QLlscnx/YFWDea3M0e2SGehxEgmpTM1WSabrqxr+bqdMR1TH3bjmqipx71ERpy6zYdBNNm/g865W/bRtmE/WCAc13nwpgm3Dh+cXiYR1dm3xk80ZWJbNy0fCdLWJDD9fNLhxJ0ss6qC/2/3cCdMwBW69t8vFzFyJgF+jI+4gk6uTyxp0d7pwOWXmFsq0x5dr7XXDFHxLW5R2Nm0IcPxQFIcu8d7H89QNmyP7wqiaTF+Pi+m5Cn/0pxOEQip/99cHCAV0juyP4HapDA94miuSX/lSFw5dxu/TyBcMrt9Oc2c0j9Mp8/ZrnXzjK93YNrx/ZkH0m0x49UQbvd2iDm01PLl/UdJ5kbBtjKrZrM/5PTJHdzpIpgyKZZNM3qS3Q+P2owpG3WJzv8r4rEnEr/D+hSKWDV85uWyZF/HLHNrqxO+RiK94kIsVi2LZolCyuPGgxGLWZEOvs6WWHPQp7N20/FI/mqhy4WaZN4752LdZJeB7/mClqdAdV7n9qMKTmSq7N64D6l4j5hYFJjjkcT4XUbJW5AsmmiLqwx7nT//gJVIG75zNMtCj8YUjXjxroH0+K0zLplK18LjEamjbsPA8nZ6rr+vwtDKS6Tpet9LMUkEMeLdHy2iq1DLgS5JEyC9IVZsGPtt4AyCRNqhUbTYNrh5EY2EBN1yJArIsm/NXczh0iZcPBtfcZ7li4tCXhdE2Drro73asmtyyeYML1/Ps2Ohh20jrhONzyxRLBqWyidez/JrfeyQIRS8dDLZo++iazLYRMeDkCwadMX3VKqu7QzxLF67nOLwnSNCvklis4XYrhNN1Pvokxb6dAfq7XZiWTa1m4XIK7ZhNwx462xyoioxp2bhdSrMEGovq9HY6mxMJwOxchTsPctgPJNpjDvbtCNLdufbz39vt5u/8ai+ZbJ0LVxa5civLqWNxThyJMr9Q5slEib96d5aOuJPf/NW+ZmlHUSRsiabMhkOX+epbnSRSVb7znyfJFQ1GhnycOCKWkZZdIZOv4XYpTallt0vlyP5Iy/HEIssTr9ejUK6Bx6nS1y30/bvaXXxyKcknF5P093r4wql2ejqX75+MMPP5hQHKC4Rl2xh1A2vFYCBLEvOLBlbdpD3S8MI07abBsmwbuBwSpi1UEFvMQGSJoK9VlXBytsbUbIXBLoWJ2SrpnMW+LW4GuzVu3C+RLaytdCcIJGIgDwfW9jM1TJtLt4o8nqoiyxKbB3QGOlUmpqvcf1ymWF573wD/5t/8G/7yL/8SgC2DDjxOifnkalMREEv4cmVtJ+rdm92M9OncGi1TanwmkzO4+6jUNNZ4kQgHFDrbVMoVe1XjzbRspuer6x7DUjyZrPDhp1myBXEeXrfC5kEXJw/5Wqzu1opCyeTclRyjT1tNUCRJ4uBOL/u2raESBpy/muXC9dxnnR4A+7Z7ObrXt+aLaRjw8HGJR+PLVn2yLLFlxM2mobVr7YnFGt/98QJPJpaPWVOlVc1QgKBP5di+AL1dIiuuVE3KjaZob5eTTLbOgyellm2UhvvUWgLQM/MV7jzMc+NuDr9XRl1DIsLtFAO13OhNvXwozK4tPkzTZuuIl2hYzG53H+Z570yScsXk0dMiF65mKJXFvVZkicMNmYKZOdGc7u92MTtfpVAU9/nJRIlYxMmpYxEMwyKxuLa5DIgy7oOxPLfuZQn6NbxumVrNRNdkero8xGMOPE6FfNFgambF9WhYCS697sWSwa17OYpFg1BIJ+DVhBx02eTxeIEznySJRRxsHvG1lLEM02ZuoUJyscqZT5PkCkKeuVo1yebryBJs2xygVLZ4+DiPYdqkMjXcbhVNk4lHHUzPlRvILLBoSLv8DOLnL8O3JEzDFGLYK8JGsBhlRaJUMSmVDNpjIrtbgn11RlWm56uMT1fo6VxdL10Khy7hdCpcaTTqju/xEA4oZHImCymDkL+OZdqEAq2Xd2O/g952jYu3igR8Cnu2eJiYqWKYNoONZpVtQ6ls4fOI45ckiS1DLgJehXtjJVRFZkN/68tvmDYLi3U2bd7KL3/1K1y7do2uzk7ePK6tiRyp1iw+uZYnFtaIRzXyRZPNg67mpKZrEhsHnHTEtGbWlUjVeTJVpafD0VSIXCts26ZQNPF6BL39lUMBLJNVx5ErmFy4UWDbiJuR/uXMrVA0mUvU6O92oqoS0ZBGf5dokq+M59WmU5k6bpeC2ymzZ6uH4BoY7vUmC9OymZwp4/d9Bti/Ec9mwfceFXDqCgO9LpwOmcN7/E0hNdMSukvdbetLVy5m6ySStRfCYRumTSysNe/bhWtZShWLN16K4HbKHN4TwLciu6/VLAG7rFtMTJcY7Gud8EaflETz0a/hcq59fUJBjVPHREZrmjaXb2ZIpqpUqzavvxxrZr7RsI5p2miqxHC/h1hEb17z6dmykJMom1y4muHNU3GG+txcuJahXBErkoN7Qiymq6QydaIRnem5Cts3W6sar0vXIZupEwnp2LaN26URjy43f+cWqnR0OJmYKjE9V6W/19u4H0v+COJap7N1zl5I4HKpHN0XxkKiq8PN6U8SXLmRYdOIh29+tYeO9taVxvhkkT/7/jQHdofI5gyqVYuJbIlzF5Ns2+jnb329F7dT5vylFA6HzKVrKeYTVV4+HEV3qMwnKvz7Px7nleNxjh2MsoTC/4UByguEbduYhtliNlEombh0iS+fDBAJKHx6Lc/1e0UqVYveDp2OqMKVOwXaoyoep8K1eyXyz2TplmVTqoj9ZnJ1NvfrbNvgZrjPQSQoegKhgMorB32kc3XOXxOKfRdv5psztyxLuF0y0ZBKsNG8nJipMjZZ4fFkiVLZRFMlju/zsnFg+YH1uGQ29Dk4ttdPX1crCqRcMfngfIZ3z6boHdjFP/yH/5Df+q3fEg++s5WxWa9bjE+JptO2jW6G+5wsLNaZnq9hPTO+eN0KnfFldu1gj5OXD/hXDZT5gsHtB8XmOc4n67x3PsN8UmQ5iiyxlohlwKtwdI+P3o7WwW92ocqtBwXyjUwv6FfZNuJ5bmNwZRTLJmcuZbj3qCgQHHHHZ64EVoZtQVvUQU/7+oPyemFZNpMzFabnK+QLBqlMnVhYb5ayLt/I8uH5VMuz+Wz0dTr52hfi9Hcv66lba3y+VrN470ySW/eXzdYHelyMDIiJO7FYw+NSWspoTyZLfHBukXuPCkzNrc6YD+wK8MqxKNs3+fD71s8F743m+fiTJPW6Sa5gEPBp7NzSykDtiDvZtTUg3KZ0mbEnBe6NimO98zDP7ft5fD6VWs0kuVils93FK0cjVGsWhmkTDGjYNkzNlgkHdLo7XeuW2GbmKhSKBl3tTnIFsUJvjzuYnS/z8ScJNg/52LE5gGlCtbb8Xi9h3ZdW9E6HjMOhUq+ZPHxSIBLScDgU3C6FbL5OPOLEsFYnG06HgqZJjD7Os39PiEhI58qNNJlcnUjYgW3bPHhcoGZYBP0qbqdCOlunWjNpj+sEfBq1usXDx8KhRmpo6fzCAOUFwgaMukkDzA3AzEKNu6MlIgEFr1ehv9tJb5eDoR4ntx4UuXy7gMcls2Ojm5cP+MnmzVVMwbHJMg/Gyuzf4WP0aYXuDp2edkdLFm/bNk+myjg0sa9KzSKVEU1hR9OBSGL7iNDYuXYnT8AnMxRy8Mm1HLs2Swz2rv1gC8VFMSD2dCzX5Wt1m2rdYvtGD+1Rnd/5nd/h8OHDfPvb3+Yf/IN/AEAiVWP0aZnudgeXbuU5sNNPb6eYUHZt9mCa9qpMdWVMzFRwO2Wi4dWQw8VMnbHxEp0NJIrfqzDc52pev2ze4NzlDDs2e+luX57EZFmiLbp6f/09TiIhjeAKk4tHT4s4dLnJkHxeuBwyO7d4Cfk1FhZrXLye5fCeIJHQC2bsqsSJQyGeTpX45Gqa/TsCa2eVxupsU5YlThwKI8lw/nKGfMHgCydjTXRIOKjhdKwPXzVNG5dTadFqOX8ljWnavHxouU68sFhFV2XiUV0YdTdiabtK1eTcpRTtcUeTEQqiBu/QZdqiDkH2y9TwedXmebicCvW6xftnkoSDwgxkKSzL5uHjAn6vyoWraao1iyP7wpw6GkWWn5+N2ohV5exChbaog6P7w9i2IB9V61aTRZtYrHHxWprXXo4TizhojztIpBzMLVTYtW1183kpAn6VSs3k5t0M2zYHWVzUOHcxKVykcnVu3stQKpv8vW/2k8nWmlLEMkoDKSTO3+/TePu1du4/zHHjbpZsrs7xQzEO7Q1j2TaZfJ0//8Esv/bVbg7sWb6uXR0uvvnL3TydLBPwiRXXS4djyLIwR/m3//EJY08LHNgTRpZltm8JEI85+MP/NM65iyn+L/+nEb75td5l+Q9J+hnxbP+aA74kSWHgT4B+4CnwDdu20898ZhfwLwA/YAL/o23bf/LX+d7nHhOWMNdYkaAPdDmIBBT++Pvz5Aom/9ff7kFvqGJFwhrRoEKtKhiTtZqJJK2mzkcCKj2dYoB/6UBAONx/muGlg0GiIY1i2eTm/TwLyTrxqM62EQ+2bdPf6VgzOy2UTO49KjLQ62LbiIeXDwbXpKOvjLuPipy5mOEbb8fpbQx+AZ/Km8dDqOpSc1XmD//wDzl+/DinTp1ieHiYcsUikzXYPOxufI/K06ky0ZCG1/Ms+7A16obFrfsFQgGVaFjn5v08pmGze5tobPd0Cnchn3epiaWwfeMKkStVwt9QL1wv7jwsoGsSGwY8aKpMOCg+WyqbOHSJR0/LeNwvNuDLskR/Y+BLZ+v4vcq6GPHn7aNUtsjmDLJ5A6dDxrMCez01W+bq7RzHD4RbBlyg2avYvslLtWa1QAE3DKzdMwAYe1rg/liRE4cjLd/l86hUqybpTI1QUKdaszh/KUU86uDIvjXUzxAZ55F94WaTt1gycDoUPG61ue90psZ7Z5Ls2Oxj4/AyQ0/TZPZsD+B2KRiGxelPk1RrNkcPhHkwVqAj7mDjsBe/R3mhVVexZFA3bA7uDfF7337M2JMiv/2tAQA62lwc3ivTHhOJQE+nkCM4dzGF36cw2Ofh/mgBVZWo1dYfAuNRJ7/y5W4+PL/Aux/NoSoy7e0u+ro9bBzyMT1b5vs/mSEY0CiWLXRNpr/HTaNoioTN9FyZ0+eT7NsVxOFUCIcdOJ0Kfp+KaYGmyMzPV9A0GH2ap6fLRUebi2yuTrFscv1Wjk0bvM33IBJaTmZ0h0Q2Z1Cr2nS2i2Sto83FhgEv5y4scvlaiuOHl/HFEoLM+V8iSue/Bd63bft/kiTpv238/E+f+UwJ+Nu2bY9KktQJXJEk6Se2bWf+mt+9Ztg0YGcr2IiaJqMoEsWyic8jCyZbI7riDryHQqQzdVRF4ve/O4PLqfB3vtbZ0rQKB/VllT3JIhrW2b5RDGbjU2XmElUWkjV2bvbR1SgHCCXH1TfNtgXzbz5Z5dSRkBDdWuGis7SUa+q2GzajT4oE/Sq9nc5VXIFnX7zNmzfzO7/zO/zmb/4mp0+fprfTSb0yR8gfYWauwrtnFskXDXZu8rFlxMvzIpc32LfD16wFF0smRn3ZnEGRpeZD3rJdQeDSfV6VY/tDq/6+FJZlMzNXweVSWgbEVKbG6Qspdm318/Kh0OdGGoFAYRSKBoWCgX+NY3xebB3xsnHQwztnkrgcMq8cjTb/5nTIhALauho9QAupKJevc/F6hh2b/UTDOvmiOJ6VL7TDoeDzqKuw4ju3+Ll8I82H5xd582Qct0vh0N7lwbxSFc3JZ69PW8zR/O73zybZvMHLpsbAni8ajD4psGHATUfbahLW0sSaztS4M5rH61Jx6AqvHIvh0IVP69RsmdsPcmzZ4FtWGjXt5sS0dB6XrqeZmC7hcSts3+RjYEXfoKfLRU9jcjZNm3zRRNVkRh/nGez1sOCu0tPl4uCeMNMzJUolrYX0tDLS6RpnziXp63Fz6qU4qirhdMioqkws6iRfMLl8I82B3RH27ggCIEmi/GNhcf1Whpm5Mg49LLJ0SfT8bBveP71AtWpgWjZvnGpjcbHO7EKVjjYXn15JUSw14KhrGPzOzpcxDWiLCUlmbJta3eLG7QwLySptMQfx2Op7YP+MDFD+ujX8rwC/3/j37wO/9OwHbNt+aNv2aOPfM8AC8DdIl1n1faKO/wxkb2K6zGKqxoYBF86V9GrL5sr1LPOJKpWKyYZ+N3u3+VYhFFbGp1czXL6RZbDXSbFkMjFTJp01eO14hP5uF4/Hy9y4m3tuDS7oV9m12Ucssrqscf5yhovXs82fSxWTB49LWKbN19+K0xZzMJeo8Ohpcd3v+Cf/5J/gcDj45//8nwPw1hfe4PHjx5gNu75oUKPzM+rUpbLJmYsZpmaqzfrswV0BDu0JtEyaz4Zt25y9lOLTa5k1/26aNk8nSxRKhiiDHAlzaHerqI3LqdDT4Wo2EFeuEAxDlAcM4/kIH1kSk+FSrfbpVIl3Pk5Qeg7SaSnEZC2zY5OPzRtaJ8Vo2MFAj4sHY8UXgoZatiBhWZbN3EKVn3yUYC7RWkPv7nDx0qFIy7O5FEN9HnZu9Tehpe0xB4EGxvsnHyV49KRItWqSyy8bwD96UuDKzTS6LrLZleW4fEPCtz3uXNWcNkybalVcn2BA45u/1MM3f7kbhy5TLNZ573SCXL7O9GyZJ0+L1A2bfMHg7sMck9Ml3j29wNzCMipp60Yfu7YGCQcdvHIsxo7Nrfc5sVhh9HGembky7348D7bN3/tmPyeOxShXTO4/zHPtVprrt7MsJNdH6sSjDg7tj+D1qIyO5bl8PUM2L/pApbKB26XgcaoUS8YyYswW11pGZte2AIf3hWmLObl2K83Y0yLH9kdwORV8PpXFTJ3xyRK2LfHF1zrYsVmscEcGvbTHdLwejbbo6vdperbM/dE8O7cGGRpw88GZBPOJKndH87THnPzKl3u4N5pj9PFyL8YGbOtvPrsX5/rXizbbtmcb/54D2p73YUmSDgA6MLbO339bkqTLkiRdTiQSP9UBSYBlrn6he7tcDA+4qFdtTl9IMTFdbnwn+HwqC4tV3j27SH+3k91b/au2Xxkej4LHo5DLm3xwLkUkpHFsf7CJK17M1Pj0Sob7o4W1j1GSOHYgxL4dfi5cz5Bd8aKCwAOvxEhn83Vk2aarfbl2/2SyzP1HxXVhkrIs8+///b/nf/vf/jdu3LhBT08Pt27dx+1U2LfdT7ZgNBut64XLKbNnm4/hBopmPlFhbqHKJ1fSnLmYWnc7SZLYvcXPjs1rrx5yBYNLN7JMTlewbQGPfbYe7nIq7N0RWBNhM5+s8eH5FPPJZe1e27aZXai0DOZej8prx6N0xF9M0rNas5qwxqXo6XStuX0yVWN6vnXSsW2bG3ezPBhrve9Bv8YXT8VpjzsJ+FU2D3kIPDPQlsomN+5mKZZWw2hDQZ2hPg+GabdM8Lou0xEXEgI37ub44FyCSmOwTmXqLCRrqIrE7m0Bog1maLFkEIvofOGVtuYqYGVcv53hnY8TLCSrPJkoEQpoFEsmH5xNkMsvH9ue7UFONez65hMVbt3Po2oy+3aGiKyYXAI+ja4OJyeORPF5W8/5yWSJP/v+DNduZ/F6VfZsDxKNOKhUTL7/4xlqdRO/TyYc1HntRBvdXa1QVsO0mxOuy6WyfVOAmbkq+ZJJb7cbr0dIkJ8+v8DsfJlD+0Js3xxoSQaFg5oQwZuYLvPoSQFZkTl+MIokS9y4k2V6toLXrdLV4SYW0tF1ufm8TsyUuP2gwPRsmUp19fsky9De5iSdqVEoGjgcMrGIzmvHY3S2u6gbFtdvZ7n7YBkGvBI59Dcdn7nOlSTpPaB9jT/9dyt/sG3bliRp3aOUJKkD+EPgN23bXnOksW3728C3Afbt2/dTnfHSxVr5YliWzU8+ThLwKBzaG+DyzSzVukUiVeX2vQJ9PU7Gnpr4feqqWVoYWC9rcj8cK3DjTo5wSMe1XWbziBtFlvjo0xSdcQd7tgfYtyNAoWBQfQ6zVJIkPjif5MbdPJ1xR8sAsG+nyILmFiqMT1eIhjUcutyy3N+zLUC9bq2rFf6d73yHkU3b+e1/9Lt885t/iyNHDnH2kzvYzj28/lKU11+K4ms4N1UbBJm1jnFlA/Hm/QL1utX43fNvz1qlgqUI+lVOHA7jcatcup4hVzA4cST63F7CyohFdF46GG5ZHRWKJmcvptgw4GHX1rUlMPu73U30y1rx6ZU0pbLBqWNRqjV7zVLVUmzf5GfzsLdFjMu2YT5RxeNS2Di09mTncats37L6+HL5Og8eFYiG9JYaPohBeiFZ5ea9HNs2+hjqF/t26DIHdotymSxJhIJa83nYu0PYOq6cSIslg3dPLzDYJ2rba5ULYlFhJj4xVeLxRJHJmRK2BYlklZ1bAy1KkEu+M/29HiIhnWBAW7XP7/5ghsmZCv/Vb/Th86pUqlaTCCY1tt23I0AooBMKCFjlOx/P8WSihKpAwOdg45BvzX7B6U9EUvjKMeFV3NHm5KUjUXL5OrNzZX6YqLB5g4/uLjder46mK/zhn03wxdfa2b45AJIwbbGx6O5w88ZJjWrVJOBXuXUvx8RMmS+80kZHmxOvR+bPvj/N6QtJJFkS2wM7tgTYOOTF41ZJpmo4HTLOBtlMUSTSWZN0ps6Gfg+qItPXLUAZo0+LfHQuyde+2MHf/pVeKlWTUtnE7VKEUdH/v9Qybdt+db2/SZI0L0lSh23bs40BfWGdz/mBHwD/nW3bn/7UR/sCIUsSttWKYr54Pc3DxwX2bPMT9Gsc2RfCoct87yfzJFI1vB6Jo/tDtEUdqwhCE9NlbtzN89LBEAuLNcbGS4SCGgd3B3HqCrGQzntnknjcahPKpmsyp46Jenk6W8ftlFc52tdqFslUnb4uJ90dYnC8+yBHtmBycHcQWZbIFcSLvnWjl6FnMNMOXV7VCM3k6jx6WmTbRh+FQoHXXz3B/sNfpK29i0ePHrFZd7N3ewCXc9l8+95ontEnRU4di7YwMteKw3uCWDYt9fDFdI0bd3Ps3xl87gC5MiRJIhZxcPVWlut3c2wa8q6LXFkrdE1uXrOlcDplQn7tM8/hedHX46Jes3j4pMTo4wKvHo+te06CRt96T2VZErX+Zwa9x+NF7j8qcOJIFF2XSWdqhFfUuUHU3N88GV/z+G/dyzExXSIeczSPxzTtlu2jEQfRFQxPZQ1VOYcuM9jrwbYs/vKdWV4+HG1hhQK0Rx3UaxbRiE5Xh4vL19OMz5TYNORraUSuDFWRCAVX/80wxKA30OPE51W5+yDP2NMir5+M43GrRBvY/JWrGsuCoE+no01MVof2hdE0GcO0G+q0y+cUjzioGRbnLibp6nTj1GUmp0sM9XoY2uPhgzMJLlxL0d/t5fUTbdx/mCMW1Wlbqpk30k4JIYng9aj85TuzeN0K7W1O+rrdBHwat+8vEvRreFwq0ajesjJy6ApXbqSJhBzcfZjj2AFRBnrno3k2bvBx9ECY9rhOR9zF2YtJZAnOXEhSNyyOHYiwYdDHvdEc3/2rGb7+pW52bhXl0v9ScfjfB36z8e/fBL737AckSdKBPwf+wLbt//TX/L7PDNNqZPcrMvy6AT0dTg7sDHLrfp6Pzi9Sq1t0dzg5diDEhWtZzl5Iramb4nErRCOCRHLnQZ50tkZn3NlcCfg8CiODHl45GmG4f3lQrlSFZOu7ZxZ4p8E4XBmaJnFwd5CXDoabzZ5KzSaXr3P+Uoqp2TIbBjy8sYLM8lkxNVvmB+8vcP9Rgd/6rd/iwYP7jAwGuXH9EufPn+fG9cv0dLpaHqRISMPvVZieK38m7tfrUVc1PxfTVW7dzZHJ1dfZav2IRXQO7AqydZPvherqzwvDsCmUTK7cTDMxU/7sDdaI/m43Gwa9dMR1omGNqbnymhh4EHXhta6XqsqrViqKIqE3jG1m5yu8dzrBwjPMUUmS8DcgfdWqSSqzXK7atMHH0f0RThyOEY86KVdMfvzBPA/G8nyeUFWZHVsCjE+VSS5Wm/2Cpb4XiAn84rU0haJJR5uTl49G2b0twLaNn0Nru7HPqzfTpNI1dm8PoaoyHe0Ohgc9OBwKC8kqP3x3jkdPCxRKy/deUSS+9EYH3/qVXl57uY22mJN63eLHH8xx7mKyeZyVBiemp9NNOlMnl69z4eoiDk1m6+YAsiQzn6wKJdkGE7kt7kRXZcplo3HN5YYMsfju0cd5rt3KoGkSX3+7i41DXj69kuL8pRT1uklfr4edW4IEVpjd33uQ49yFReqGxeF9YUafFPj0SpJ0tk7Ir+F0KAz3e9F1mXjEQbVuk1ysEfRp7N8dYvRJkfGpEnXDItTwBVhKV38WOPy/7oD/PwGvSZI0Crza+BlJkvZJkvSvG5/5BvAS8HckSbre+G/XX/N71w1ZkhoDvvjZtm1K5TrziTIzCxW6O5xsGPSQTte4ciuDQ5XYtdVPIKCuWaSIhh0c2h3k3TPiJrbFHRRKyy/75GyVq7ey5AuttVePW+WlQ2H2bAvQ1eZsWZJmcnVyBYPZ+Qp3Hxaa+9q9zc/R/WEyeYNEssqH5xfJ5Gq8aPR3uzm8J0h7IwOJRCL83u/9v/g3v/8uW7bu5v79+zA6CiMj1O+PksnWaYs5cblU7o0WqX1GTX8pDMNq1k79Xo3uTufnUoNcivaYg6Bf5fT5JJeuZz739ivD5VQ4cTiMy6GQSFZWNe0/T0RCDnRd4eGjAplcnflEpeXlSyxW+dEHC0zNvtjE0tft5tXjcVxOhWhYZ9+uYAuK59m4O5rng7OJpsxA0K8RDestBL5qzeLGneyqROJFYrDXw/FD0eZq4ezFRc5fWgSgLebktZdFvwFgMVVjfLJEMlXj3sPcC1/XumEzPVuhu9NFT5ebXKHO6OMifd1uVEUgaLweBQmxOgNRcppPCnat16M2VyySLFGrmdy8k2UxJd6HXMHgwaM8pZLBm6fa2TzsBVv0z8oVUZaRJIlK2aCv24Nl2STTVZ5Olng8XgSWRdOWIhzSObI/zLZNAc5cTPLOx/Mspmt85QudbBjy8+hJnj/+zxN8eHa5kNHX6+ZLb3Swe1uASMhBqWwyMhTgm1/rZXjQR61u8R++O8Ff/GiaYtnEBn79l3vwejW+8+eTXLmZYuOwj2/9Sh9d7aLcKEtrCV/8zcRfC5Zp2/YicGqN318Gfqvx7z8C/uiv8z2fJyzbBmtZWcG2bRLJKqWKRa1mEY86iEcdPJ0sMjFVZvRpkeMHImvWH0HU/z8+n+Tx0yK9PS56O5x0dixnycnFKrZltYhz5fJ16oZNLOJYtWS2bZtzFxfRNJntm/xYDZGpKzezDPQKmNybJ2JC9+NCitoafQDbtnkwVsDpkOntcjeXuV6Pyusvx1d9PhDu5X//P37Iwd1B+OIXYXSU8m//I97/p7/PqeMxdm31U91grSo7rRW2bfPemQSKLDUHhrdfbXuhbZ+NZKrKuUsphvrcq2j+P00EAzpvnGzj9CdJ/vOPZvjaWx1NYazPG7u2+KkOexl9UuDJRIk3T7Y1yy0et0Jftwu/98XIXAC1Rr+lVDa5P1ogFNBxrEFkA+jvcePzak1klG3bfHguia7LTWjkrq1+7o0W1l2BPBuz8xUejOXZvyvEtmeQMk6H0iypKYrUfGarNYtb97J0tjkpVy2mpsv0dbvXhUYClEoG5YrJlZsZ9u0OEQnqTEyXkCWYXagw2OfB79Pw+zROvdTGvYc54hEnhaLBux8tkM7WiEZ03nylncnpEvGoKAe9dDjG9GwZj0flk8uLeD0Kb77SjtcjfHmTGcFs9npVxidL3LlvsG2jn0yujmnZTM2UOf1JkiMN6WMQGjySRDM5bI+7+JUv9/CdP5/g+u0sv/bVbro73UTDYiBPJmsk01VOrChtRcOOZkM8oCm89WpHywrv1t0MV29m2L87yIkjUWy7AYsdy5NM1zmwJ8hgrwddX4EcbMis/5eIw/8vLiRJwsZiqX9smiLb3jzsZaDXzY07WRYWq+zY7OflQ6I++P7ZBK8ej6PrEmPjJYb6PC00cU2XeeV4jM52J2cvLHLcqTb9J7du9NHd6SQY0JiZK/N4vES5YlCqWHzx1fZVy3tJktgw6GV2oULAL17qQtFgMV1rNiFVVSYU0HnrVNuaBhCmBWNPi01T5pNHY+saRUiSxMuHIki6hrQCveQ/8x5fO9OFrShIhrEmHHC9/ZUrJrPzFQ7tC+PzqD/VYA8wM19FVSV2bgngcqlUqia5vECR/LQPu0OXyRbqTM2WKZZMfCtMVwpFA01b3ftYcz8OBYdDacBP7RYLQ7dLZd/O9bkFz8Z8osq5S4sc3R9B1wQ343mnFwoIL+LLNzJsGvbgcWsM9AmN+qUY7PfS3+t5IX6CZdl8cGaemfkqO7cE8DzTt96/a/W5XLmeJrEotOW7GxZ+G4e9zx3s5xMVznyaZNOwj0rVxO1SSWdrXL2ZZssGP2+/2t7a5LZsFtM1ggEdv1dBVeHowTCxsJNiyeDy9TTbtwTYMuLnyo20YKluFiqgmiq1QErLFZP9u0M4dYl3TycJBTVeOR5HUQREdbwhXVIqmcvbKbIYWhuPQ2KxyodnF8jmDDraXWzd6EdrEDSrVZOaITgPXR1rEwBzuTo/+GCWbZuCbN8kkH7RsIPebjcDfT6KJZO/eneWgV4PbXEXe3YGefioyJ0HOXRdIR7ViUWcDf+Tn41a5s/dgG8vAcQbs7amyZw6FmuWVGYXKszMVcjlDN58JY5p2szMV/B6FB49KfKXP5nl61/qZGRQ1CxlWeLYgWWxqFPHYy0kKdMUS9dISKdYNknn6uze5keRJQzDolC0WqCF9brFpWtppucrbOj3CqlVj8qbJ+OrsP/PDuKGYZHOCpGoV47FOPNpkun5CqZprWogrgxZluDePfi7fxfrk0+QLQtLlqnuPYTrj//gc1/jlw5FmVuoNJE9larJxWtphvo9dDWEpWp1YST+vMHV51Xp7XSjNbKbh2MF7j8q8ObJ+AuJlz1LUFuKL5xsI18wWhqg1ZrFB2cTxKM6h/a2ytmCGBQ0TabvGRSP26UQCvz0ExAI9rZRt9A10dx88+Rz0cuAgOKOT5YYnyzR2y3IR8/Gi5LRZFkiENCF3HXjmliWzUKySii4tjlLtlDn+p0sb5xsp79XlESMur2qWbwyvB6Vni6BQjm8L4Isw/lLKQZ6PYwM+3g6UWRqtszxQ1F0TQy2haJBNlejVJaFyXnU2UTrnDoex+lU+PDcAsWiwZaNftEYPxZvmTBt2+bGnSyPx4v097rZPOxl/54wl66lyRXqxKMOVFXi4N5wC2lRboz0dkOZcmqmxAdnF/jqW50cPRBD0xRqdYvkYpUbtzMkUzVOHIsRX4HkyxXqVCqicnD/UZ6zny4S9Ols3uATrmY9Hn77W4PomsTZC0mu3coQ9Gt86Y0OJqdLXL2RwTAsbt7NsXNrgFjEiS3JSGsDGf/a8XM34EuyvArHujR4XLqR5syFJCePRmmPCwKWoohMwTAsxqdLhEP6mthvEAPws7DNbL7O+cspbODQnhADPe4mFO7CtTSz82VeOSpIJLGIA0WR2DziY/tmH+3x5X09CztLZ2socmsWMzFd5sLVFKeOx4lHHbS3OanVhSvTpetCc+XQ3tUDAwAbNoDXi2RZ2LKMZFnIPi8MDa366IOxPNWKyY6twTV3FQnpLYgN07TJ5gzKKxqv5y4uUqvZvH4itu5gOTLohcHlnwd6Pfh96gsjbS5cTVOumJw4Em35jiUJgWrNYjFdFegrTWLTsHfNicSybB48KuB2K6sG/K0b/Wzd+HxexsqwbZvFlNCoWcpms7k6sry+XV8uX+fTK6kmDh0E/j8c1Hk4Vnhh9NPte1kqVZO9O0OrrvnwgBe3U2nWhtPZOu99vEB/r4sj+6OrJo8TR2IM9Libzk4LySofnUtw5ECE7g4X90bzhAIanSuUIz1ulV3bQvzwvTnS2Rr7d4fZtMFHT6ebWs1ibLzASuSQy6kQjzp4MlEiHhN+vJ7GylqSJKIRB+WKyfRMmYVkjf2NSe/ZYzUt0HWJSFgXpK+4E5dTobPdSWHMYHq2zLGDEa7dzLag8CzTRAJsaUk8TcHtUimWzOa9Gp8s8ZOPZgn6dfbuDHF4T6QF6nr1VprrNzO88Uo77W1O9uwIksrUuHErw97GysntVrh+R8CPhwY85AoGtZqF16OwZWOAKzfSFEomG4e6xE5tG1v6haftC4XI8NcWH+rtdDHY6+HG3RydcWfzphqmTTpbJ583UCReyJlpKbo7XPR0OLlxW9Tg21fQpId6BcNxLlHhk8spDu0Js3HYx57twefu07Jszl5I4XLIvLqiJt8ed7J3R5ByxaRas9i20c/mYR91w+bqrQwdaxBpWpaFySTSF74A/81/A//r/4pjYU0ULdduZ3kyXqS700U49Hw2rmHaeNwqXzjV1lK+cjllSuUaliU02F8kfF71Mwc3w7S5ciNNW9SBy6msqcS5FJPTpRYxrpUYcsOwhDSEIiHLEiePxViDGf9CYZhC9ljTZHJ5gw/PJdg07Gvi7UeGfXR2uPD7NCoVk1v3swz1eQk3Jk3TsqlWLQxzOauTJAET3NOQAVgvFpIVMpk6w4Ne8kWDYkm4Rz07uWwa9jWlFQACfg1FgR++N0d/r5fuZ8oUsiwx0LfMJQj6NXZuDRAN6dQNm7GnBTxuhQdjBQ7sCuLxiInUocucOBJtSjAs4dXHnhbJ5Q1OHY+jazI37mTI5etsGPSiqRLnLyXx+3XsFRNCoVBnfKrEiaNRQFpTggBEwnHtVpZgQGPvjgC1moUsS+TzBqlMlULR5MFYkZ3bAi3wUUUW44RsSyRTVR6PF9m3K8jUTIXHE0W2jviZmi0yO18h6Nd5+7UOgv7WvktiocrjcdHU3rzBzzd/uZf7o/nmvQW4ez/DH/7pU145FudLr3UwN19F1yTcESfWkM1f/HCa/l43LtcSP+Fn52n7cyePLC2NACtQOplsjU8uLzI9W+Ho/jCqLKPrMqNPChSKott/5tMk+3eH6Gx3NWUDDMPiyURxFWSwUl02SVFVmRNHYrjdMu98tMCFa2mu385g2zbRiIOhPg/dHW4CfpWrt1ejKkplk5ln4H+yLLF/V4Cd21ozS7dLIeDXOXthkenZMrIsUatbTEwX6Yg72f5MRj49V+YH780vU+4vX4Yf/hBOnRL/v3x5zWt44nCUo/vDOJ3PH3yzuTo/em+OyenSql6FpsrU6zajTwqkMy+ONPqsME0Ba8vk6uzY4qerw7UupLO708XxQ9FVGHHLsvngbIJPryw2f+d2KT91L+LTy4u8f3YBy7Ibg3SIvt7llYKuyU1UTrlqMjldJp1tmGTULCYmxaC20n7vRePpRIk7o3lqNYuDe8KEQzofnEl8puyEqkjs3h5ix9YA4YDGfKLC+2cWWjDxubxAKAE4nQqbR/y43SoOXebV43H8Xo33P17gzoNWeGgoqLfU+ucTFeIRnTdOtDUlHi5dz3D9Tg6/V0OWJPbtDvPl1zub5SXDtHnn4wV+8J7oPXR3utclGZbLJkcPhNizPcAHZ5PcfiCa2Zs3+tm2OYDLpTA/X+bMp63waKmJhrExDAvTsjm4O4LTqTA1XWq8lxKxiJOXDob58GyC//DdCRaSy9IRmqYw0OdhV+PdczkVdm8PNleKC8kKZy8tAkJzqqvDzd5dIUwLPjy3wMefLhKPOZurl6Xj+lzElM8RP4cZvihxLA2ficUa3/3BNA5NZstGP9s3+/n62xpXbqWZnq1weG+YaERneNBLV7uzZUl/90GeH7w/x1fe7GCoz0MiVUNTZc5dTLJ/V4ieBtU7FnXw9mvt3HtYoFCoM5Wts3nE32z0uV0KO7cG+ehcgsV0le4OsV2tbvHx+QUSqTpfer2dUGB5YFrv5Y+EdV46HCUcUJmdrzC/UObB4yKvvxxfNbAp8nKD8N5onlS6xsG94c9ktLbHnU1YHggNmonJkqiBrlgSq6rUKF2I39XrFqWyScCvsWNLgL4eN6c/XSSTra9falonDFNM1OGg3rKEd+gyr5+IoygS+YLB2U+TbBz2sWtbsPmZsacCWXP8YGRNhU1JEtorK5ERnyds2+bO/Rxut8Jgn5doRMfpFFK7siwx1L8+4igUEAiUJVTX04kif/r9Kb70ejuH9kXX3W692LktyKYRs8nuHH2cx6krz3deb8SmDT42bRBZ/8fnE9y6n2fP9mCzqXvjTpbkYo0vvt6+arB1u4WP645tPiJhfd1stFgyOP1JksFeD3t3hbh8PUW5arF3RwBFliiVTR49LbB/d7iZFS8kK9wbzdPT5WSo34NDV5os1LXizoMsTyfKSDJ0drjo7nAxPVump8uNYdhEgjqVqinEE73PiBTaYNo27XEXb7/mZHyqSCpdRZYE8ev4oSj7doa4dCPFoycFfD6NTKbeNFh5+/V2yhWhY6Q/Q4bMZOuc/jSJbUl0tDkFoKRxncYni1y/nWHDoJeXD0dwrdjOBrD+5rN7+LnM8AXOaulSCQMIiba4g13bAnx4LsH0XJl63WLnlgBPJ0o8elxkx+YAU7MVxp4u66AoqkRft5vOdmFg/PH5JKWySWe7E+9S6WF0FJxOgv/o7yHLEiG/RqVqMjVTxjSXzStiYQcDvV4WEtWmBVomWyeRqjMy6F2lrbJeqIpET6eLB2MF/vUfPcXhUDhxJEowsHr79riTN060USwZzC6UBcHlpyBzVCommVyNew+yLdm6x61y4mis+fDfH83z3ukFcoU6miYTDTs4cSTKznWkDp4X07Ml3vloYU3BLK2hDrkE1xvu9/DgUb6ZeVmWyNjWO1VJkti1LciWkVYyUals8uBR/jM1hiwLxqfLzM6L7zMMmJlbW0tlrXC7lOYk1tnu5KXDUYYHW4/l+p0Md+4LAT3TtNfF2wsPAnHvqzWTJxMlsnnjuZP6WoSejg4Xh/aFSKaqnP4kKd6PrQG2bfZTXee8yhWLbM7kw7MJZuYra35GJDsB+vtaeyOVikm2YBAJ68LlyV5+V8pli2SyyuOnJRbTNa7eyjA7vz7nYbDPw7bNARyagqZCNlvn/qM85YpBvW7T0+0mnRMezysTZ8tuUpwAMVlnsnWeTpXoaHeydcRHvS4g15NTZfwelf07g3Ss8HVQVZlC0eTDcwnmnjlGXZfxulU62x24XUJGZOkZ6e5w8caJdjYM+Dh7cZF3T68or9p2Q+PnFwYonxm2ZTUGNXGxPG6V3/jlblRF4FplSeLugxzRiINYRMfllJsD1ujjPJmsYO1lcwbHDkbYOORFVWVcToWTR6PEY04GVizX+cf/GPbvx7KF9k1ft1M038I6751ZIOjXOLgnjNejsmtrgHc+mkPTFbZtVFEUeONEG+lsjTv3c2zb7H/hWd3lVOjuEtKqSw3UW3ez5Ar1BkJieT9Xb4oS0xdOdVCvW2TztXVp8mvFpmEf7XEn7340R6FscuzA2plod6cLVZVwu4Rt27XbGY7si6xrl/e8iEWcuBzCKal9HfEzSRKZU6Vicnc0T1e7k3jUyYZBHxueGUCzuTpO5/N1+ROLFa7eyhDwa+t+p2XZ3HuYY9Owt7kaDPpVYhHnC2kBVasmo0+K9Pe48XpUfF6NN062SlXZtk1ysdr0bLhzP8fjCbGKex4s0u/VeONkB9pz3uq7D3NMzZQ5cTSGrsmCRwLNksSdBzkKJQPLFqibj84nmJgucer4ci+pVrcapD2xsp2aKa/LSajVLO49zNPR5iQSctDd6cIwBDLONkQ/Zj5ZpVAwCIccBPwa3Z0ufN4YE9NlomGdrRv9zyWqjT4u8MnlFNs2+QkGnGzd6EdVZT44k+DB4zw9HS5eORon4G9dLUqSjMQyWgdgw4CXk0di+H0af/q9KbZsCnDqeIxXX4pzbzTH+SspHowVeONkexOtE4vonDwaa5G2ADHZbdvk44++O4lp2OzbHWqulCwbTl9IUquavHQ4RmgFUESMAf9lqmX+FxdLNfyVc6Pfp5HN1/nw3AIH94bZtytEf4+bm3dzgERXh4ux8SKhgGiqJRargsAlLas4OnSZznZX60v9ne9gB4Is7DxGoWhgmjahgIPNI358XpVwUGsuIe2GLPFLh2KMDHpJZeq8f3qBbK7GYqrK1Gz5uZLDKyObqxONOPjW1/t4Olni/KVFbNumZthUqsuZ7RIb9uiBKMcOxpBliXujeT44s7CKGfxZEfRr9Pd4mJwqkc6uXZMPBXU2j/hRFakhYPXTM17dLoW2uJMX2dzpVDh1PEY07ODho/yqzKhUNvngTIJbd7Pr7EGUozrbXbx+oq0FdvdsmKbNk4mSUKJsPBvdnW4ONzRfnhcCNVTj9v0syeeZctuCBxBuuHTFojq93e5VOk9rhdMhk8nW15Vtbpb5Gj+fvpDkh+/NNq0U+7tdvHGiDYcuVlF7dgTZvrm1l/R0ssT7ZxYYnypz+36OwX7vms32pX1uGPI2de+v3sryJ9+boqfTxYE9YRKLVeo1i327Q00tqvuP8nx8fpGhfi/dnW7aYoKpni8YzC0ss55N06ZetxpwTVF6HBn08XSyJDR8ej14XQrziQrpjIBnJlNVMtkVMiDSsom5YVikc3Xefr2DB6NFUtk6fd1OcnmjIYRWR5VlXC61WV6q1y0yuTpj4wXuPBCS6GNPl/tWbTEXPZ1uvF6VfN4km6vzdKLInQdZZucrbNkgJNIXs7Xmu7Kkhf+ziJ/DDN9cc260LKG3ks3VuX4rQzQiauF+n4Zh2ly/lRE1OKeM26lw7NBnSPbncvDP/hm1H79H+p/9v/FXTNpiDiQZfvzBHLu3B9m/a7luvZiu8e7HCXq6XOwLhPB5VbZtDtAedzLY58GyV+Pu14rEYpVL11JUazZvv9aOaVjNBt3ubYGGZZtEsWTwwZkEW0Z8DA0soy36ezz4vFqL1+mLRk+Xm2u3M8wnKi39BhCDWS5fJxoWmPVSWZhRv8g5rYyV6qSH13F0Wiv8Xo2bd7KkMjUG+z1NTkOpbFKpmGzd5GtBTqyMQtHgg7MLbBr2tSB51gpNE8ipF1X2XArLsvnwzAJut8IbJ9uey9K1bCiXDLLZGvGog4424a70IlGtiVq1GMVajzGdFc3ug3sizckpFnaQzxsUSgbzCxVu3svxyrFYE5qsa0rTgnAputudqEoYr1uhXDHXndRHHwsf211bA81+ye5tARYXK3x6Jc3JozGO7I/ykw/nyKTrSH2CuxIL69T73C3s9WrV5M9/OI1p2vzqV7pxu1XOXUxSKJns2xnizVfawIZi2eDhmFhRhIIa88kag31utm8WrPY//YspZBn+/m8MIEmNgbUBy5ycKfFv/uM4XzwVZ/eOAAf3BFlM1/nR+/OcPBbD41LYd6qNnq7lBvInl5JcvZVmw6APj1OlXDH54/88SVvMyX/1rQE0TeZLb3SQzdaEhlG6yu9/Z5xD+0J86+u99Pe4+YM/neDhWJ7Nw/5mafZnJa3w85fhS/KakMzEYhW/TyMaFhKyswuC5enQZSoVU9T4inXiEceaHqar4r//7+Hv/30cg70E/CqZbB2fV5B0DKN1hi6WBEZ9qN/NoydFJmfK6JrMlhE/fp+GqsrrIhDmFipNlI1p2py/KISajuwXGeW+XSGOH4pSrVr8+MP5pha7Ikv4fCrOZ8opwYDGUP/aDE3Lsjl/aZGbd9bOhIN+jZFBHy6HUDhceY6PnxZ4/8xCM3vaNOzj5LHYCxGoQEwYxZLB+GSJHzRw3JL0+ejl+3eHefV4vBUnfTPN6U+T9Pd6mhT4Z0NTJcJBfV38//hkqaWG7HK+mL3fUti2zcR0iWBQ4NZDAf25E6GqSMSiTm7dy3F/9PMJpO3cEuC1l5avQa1ucetuVpQqc4KBvLIfsG9XiC+cakNCuHT1dwnVyY8/SfLB2QQfnF1o6WuBaNgO9nmIx5y8/VpHc0VULBlcu53m8bj4vCiNObh2K8Ol62lA2Bq+9nIblm2zmK6iaRJer0owqFGtiWd4Zr7Crm1BNE1wauYWKmSydRy6zMZhLy6XInSoHuRxOmSu3UrzZKLEYJ8Hj1vlzVPtaKrEJ1dStEcdVKoWN+/lhBF53MFCqsrVWxksS/T8bFPci2rVIrlYYTFdZ++OENu3BMkVDB4/LeFwKJw8FsflUrBXIOrGp0vMzNc4vC/M3l0hSiWTXKFOrb6C1e7V6Opwc2hvmPujOcoVk/aYi+EBL6YFmVytoSy64pn5BQ7/xcK2rTVnR9MSA1pisUYqW2fDgKeZxSymqtSqFhsHPciy0mR+rhvXr8N778G1a4BQxiyVDSpFg4Bf4+3XO1o+fv9Rgdv3srx8JEpPp/uF6+fFksEP359jsM/DiSNCPuHogQiKKhEK6JQromE2MuShp8uDyyk3bfecToUTRz6/sVilavF0Iotl2ww9s1R3OhVOHI0xM1fmh+/NcfxQtFnr7ulyC5u+xgC/JE3wonHpWopUpsaBXSFiYR3HZ9yDWt3izv0cfd3uZubu0GV4puyxcdhLd9FEe4bFnGk09rZv9uNxq6JxuEaYps2Nuxn8Xu2Fs+xno1Q2uXQtzWCvh+GB9S0lbdvm0ZMCAb+GwyGzbVOA3Z/B2VgZhmEJJ6uYo1nrLxYN7j/K43DIbBj0Eo85mz2VYsng0rU08ajOnQd5jhyIsHdXCNu20VQZn0dmsM+zSg9q5fHatli92rbNpWspbtzNcWhPmME+bxPttZiutfAl2ttcnDgS4/s/nqavRyBp6obNw7ECxaJBwLf8zKUydc58mmSw38svfaETXZeRJAm3S2HHtgA7NgeoGxaWBR+dTzL6uMDf/41+QELXZI4fjnLm00XOXUzgcip85Y1ONjaknq/fFFLqUuPZ8Hs1Ng77Cfh1/urdWTYOetk64qNSNmmPObnzIMtPPpinv9fDr3ypG6dT4eCeMO1xFz6veAbnk1VGBn2cOCrevWrNYmKqxL2HOQZ6PRSKJq81ejG3H+SoVU0kSWLfrnDr+/IzwuH/3A3462X4XrdCPl8nGNDwelWmZytUqyZOp0p3p5tYWGf0cYHeLs+qwWFVfPQRPH0Kvb0A9BUKdFUNsr92Ep7cXvXxjUNeHj/Nc+N2hi+90UmhJOr9z2vAgbCiq9Wslgki4NdILFbxeSxkSRCcVFXh3mgOw7Dp7Vrf4OOzQtgNRvjwXJKHY0K7/JVjMTwetWUF4vdpDPZ6mhnx3Yc5yiWTPTuDP/UD2t/jIR4RSqSGaa+SmajXRdlqKbMulUweTxRxu5R1SzUgmr+xiJjsTctulmIKRWHTN9zvWWU4sjIUReLEkSgXrqS4eC3Fgd2fD14KwhvWMCx6nmO+AlCr29y+l8ftlnnt5Ta2jLw4wxfEJHbhakr0qLrdVGsWoaAQlPO4hXrkygb6R+cTXL+d5etvdzLY722WmSRJJBafFXfuC5MQ07SxTJttmwOMDPpWOVOtfH7v3M9SqphEQzqZTJ1w0OALr3agqRIfn08SDun09wpY68xcmU8uLzLY76E95mgZEAN+jSP7lo8xsVjl4ViBas1kMVWlv9fL2691cPlaCsO0UBQBmawbdpMMZkkNG/PGgNHR7uTv/FoflYrJt//gMY/G8vz613r58pudgFDTTKZrxGM6auM5HBnyMzK0fJ82Dnnp6XQ1V7aPnxb44z+fZKDXzb5dId461YHXo/BX78xy7XaGl45E+eKr7Qz1e1es+p6vtfTXiZ+7ks56GX69blGrWzgdCsf2R0imqtx7KJbLiiLR2ekila7T0+Uila09FwbGb/82jI2JTP/6dezf/gdM7j7JT/7pv2+SgFLpGu98NE86W8PrUTl1vI1D+yLYtmA3vnt6/jPPJRoW7L6VdeW5RIUPzgoLOiHT4Ke704WuyUIA7Zkn5cadLB+eTbxw81SWZU4ejXHqpThD/R4qVYsfvDvH1Eyp+RmvR2XvrhBejyqkBNI1UpnaKhjkw7E8k9MlXiS6O12MDPuo1UVGvHLZDMI04qPzy7aXwYDGmyfbnpsxr4wrN9O89/F8s9/R1eHirVfbcbkUpmbW170HhHKlW0P5HGSYhWSF6YZ8sixLRMOOlr5JtWatasw5dJlNI17mE1XmE+s3ddcLl0vh5NEYfd1ubt7N8u7pBcoVIRa2soSUy9eZniszNVNGUSQG+73s3fF8AxvTtEmmqi3Pkdut4PeqHNgdwu9VufcwR0+3m3yhzs072TXJX4nFGrfu5bhwLc0vfbGLV19uY26hQmKxyrGDEU4ejVGpir6U26XSFnNSKlu8d3qBn3wwt6YFJAhy29ZNPjRd5ocfzDftIBdSNQJ+jddebqNcMfnJB/NNWLRliBWKxbImUyigU6laJNM1nE6FYKNXVatbVCo29brNQK9n3R6OqsotZUyXQxjeaCp0trsIBkQJV9VkqjWTVKrO8IC35f4IesAv1DJfKNbL8JcyG8uyqZti8HetIHLUajbIArZpNJaI64bbLf5rhOz30Tcc5mwoyh9/d4JvfaNXPCBVs7mfpSy0XDHJ5OpUa/JzhahAPDzdzxCH4lEnxw9FcLkUrt/Jcv9hjpPH42tmg9OzJT69nKT3MzLLZ0OWJSIhB5GQg0LRIBrWcbvWflTuPsyTydQ4eSze0hcwTbFENy2bctlkw5D3hR7gLSM+Ng17V/UYBANa3NlMVtSiNw551xSYs2xW9UT8Pg3bXtZhWcp2b93LcudBjjdPtq/iMtTrFqoqvXDGuzKu38owu1Dl61/qorPd1aI5k8vX+eBsgm2bfAwPtDaJ+3s8yJJEOLiErRcP0GcpfKazNT48m2Dn1iDtcZmAT5jVrLVavT+aZ2K6xJff6ERTJTRVplQyqNatVc34pZhLCB7Ky0ei2LYt3LP6vAT8OtdupWmPOfDXRe9odr7Co6cFBvo8eNzLDXyAY4ei7N4eoFA0m1Lh2VydWNTBS4eiLCSqXLiWoiPuJBJ2sHWTH9O0sU2LdLZGtWatUvsEkfFbtni/3C6VSkV85+ZhL//2O+O43Qq7tgTp7XHjWlopSHID7y5+tG2b+4/yXLiSIh51sndXGAmb2/ezPHpSoFaz6e1y0R5vPYDkYpVCyaC/R6xMqlUhfWJaNldvZ+lod7KYEUbvW0b8lCsmpZJBJOwk4FPJFw2eTJTYOORtuNHZ8DNSy/y5y/Atu+EPZj/7++VG6qMnRZxOZdnqDMhmayiSxN2HOTrb3etKoK4Zv/u75P/Fv8O0hZTyxetpbt/P8tap9pbl7OR0iYtXF1EVmcN7Iz8VgmWhgZB5PF5idCzPrgbm/9kMvlIxOf1JEl1XOHow+rm/aym8HpWtG/2cv7S4JpTQ61HxeNRl+YZGKIrEK8dihIM6dxvU/xeJSsUkmaqtyn43Dfuak9rsfJl7DwVe/Nk4fynFB6cXVmXsG4d8HNgdXjWRDA94OXEkRsDfOqGVyiY/+mCupWlq2zYzc+V1s8yVMTLswzCFDvuzUSyJXs9aDW2XU2HjsK9Zvjh3Icn3fjTN5WspavX1r6HLodDT5SLUmLSyOYN0RgyQs/NlpmZLlCsmtbrF1k1+jh+K0tHmbGLHr97K8NG5BJ9eTnL34fI5L004kaDO3h1BAn6NK9cz3L6Xx7Jsbt8TJt8Oh8KurYHmqvP1E234vCofnF3gf/93YyQWq5RKBrZlE/AL+0TDFDj9w/si7N8VYnyyyPd+PE0iWcUwhXXhuYuLREI6xw5FicccXLySWkWMy+br3LmfpbfTTU+HE12X+dH7syymqqSzdfq63Tx4VOD7P5lhqM/F3EKFdLZGPl+nXody2cAwLLK5On/4Z+PcvJvll97soD3m4I++O84f/acJVEVi+2Yf/+jvDTVhqrl8nWy+zh/9p3G+/YdPyBcNkotV3j29wLf/6AnpTI2gX+NXf6mb4X4vyUUB1fzBuzPcuJPlzRNxXn25jdHHBf7gT8a597BhZG5L4r+fQfzcZfgy8qprlcvXGej1sJiuc+FaimLRIBzU8fk0xp4U0HWZHVuDpLJ1kGkq9oHI8h6PF+lsd+F2KdiwajlXrVl8dD5JLKyhOzQ0RcLl11cJe915kKNas/jCK22riD22bXNvNI+myrTFHWvC9kplkwtXU/T1uNky4qer3UlbzMGNO1nm5iuceimOpslYDZvHtgZJ7PMYddy6myVbqLN3e5Bi2SQadiBJQkZBWqOk0dftJpmscu7iIm+92t6shxuGhdutcmBPmGrNfOEG7ujjAncf5njzlXYkWXiGPpvd9vV4eDJRJJszVmWkHW0OKlXthWugLqfC3Yd5Hj4ucOzAMmFNVYVa41KZo1Q2SSQrfHoltUrKYa3o7XLz1ql2nE6ZxfQy0a1as/j0SppYRG8S/gzT5pNLi8SjDjYOt2b8vd1uqnWLydkKIxvMlpWLZdncvp+jUjXZvyvE/l1hyhWTx+NFNgx66etx43GrnLuwSKVqIkkQDusc3R9t3ifLspmcLtHV7qSr3cXNe1msxguUStf4+HySrg4HpiWM0euGzfHDETRVoVYTct2xqM4P359nw0CRA7tDRCOOZkavazIejyDi/eU7s/T3ePi1X+oWlo5eFZ9fZXyySDwaYnyqRCpTx+8Xq7F0tka5bDRsIec5/ckip47HWUiWMep2U9ztX/y7Ua7fzvPb3+qjp9PN9FyZd08vYFo2s3MVHA6ZasXg8vUcicUKlapAhI09LWAD5y/Oc+9Bjv4eDw8f5/C6VB49KXD7QY5qxaBSNsnna9y6Z3LjbhaXQ2bDoI8zny5SLNepVIUe1qMnOZ6OV3g8nieVrvLvvzPO3/p6L0N9PnweDUWRmzr/j54WmZwp4vdpBLwqTqfElRtpaoZF3bQwjJ+NtMLP3YBvYSOzjGPNFwze/XiBkSEvqgLYMnt2hKjWTOSGxky5YuD36wIh0nDEWopsvs612xkkWWIxVSVXMHjtpdbyha4JF/tiqcaDRwX27YxTrVr88L15jh+KNnHMxw4KY3OfdzU+3TAEQmNmvkJnm5Mvvtqx6jMet8rLRwQe2O0W8rtPJkooskQgoCHJksB7nxOIhBNHY2tmwc+LmiGUG++NiqbtG6+0CQ33V9pXfTZXqFOvC2JNPOZoklEmpktcv5XhpcMx/D4Vh/7iE05/QyJZVSXe+WiBnk4X+1YYdIjMXWDMa7XVcgMbBn0spqrcH82zYcj3wnj5Ws3k+u0MwwNCQlnX5Jam4I07GWbmyhzYHW4xsbYsIXvwbONXlgUL+MLVFFMzZdEvaDB99+4M4nWL/sd8oorTKXP1VprOuGvVgD884GWwz0O1ZuFyKhim0KR36DI372Y5/UmC4UEfDZ4gs3NlPr2a5tWX4s3n2OtVKBTrDA/6CAU0nkwUhURHl5tyxeTS9TS93W6G+z3UalaznORwyMSjOqYlmqLnLiV5MFbi7VfbCfhlPjqfZGTYh67aPBkvceNOhrph8uU3OpcHKwlCAZWffDhPrWrx6ZVF+nvcHN4XEf6vl1OE/DrxmN6Uu45FdK7cTDP2pMhbr7Zx/1Geq7cyVComuUKV3/l/3MHtUvmn//VG3vlojkvXUkiyzNmLSS5czeLQRS/qr348gy0JaedqTZRuavUs2ayJseLRGX1SB+pcvN7IsDH4X//lmLiPkuBF3LiXY/8uPw8f5UnnbLraNExLlNqGBzxkc1X+l//PQ4YHPcwvVLGwSSSq3B8NEY86+PYfjDE5XeYrb3SgKDLtMQd3HhT43o/n2LMjxK99pYfvvzPLne9OYtoWti39AqXzIiEj0WAfAaKR1d3pIh5x0BZ3cud+lh9/MEdXu4uRQR8Hdoe4eHWRUslAkuGjcwlOHY83l7qRkM6p43Esy2Y+UWlmvCtDkoRg1tyCwt2HBWbnKg0D5WU3HRAP4a17OTLZOgf2hIVtWqpKV7tLEHqOx0mma9jW+iSslRC5bK7Oex/P09Xh4s1X2lEU8ZAEfGIyGJ8qcfl6ukn7rtUtSiVzTd2dpdi7I4ht2+QLBsGAvqaBeqlsUq6YAt+dq/P2a+0t5QmnQ8bv16jWTH74XpLtm4WQ2ovEkkSyZdlsGfE1Bx8QmfCHZxYIhx28+UrbmlyCSsXk4ViemYUqPV3uF9LW37sjSGKxyvtnFnC7lDVLLZuGfXS2u+jtajWBP3cxyb2HeX7lK91r1r9HhgQ8cSWJaAlJtZCs8OHZBbFi2B7Eu446qSxLaKpgLz8YyzO/UOX1k21NGYKtI77mtejpcuPxqE1VSoBkqiZglwejtEUd/MWPZsnmanzjy9143CrHD0W5eD1NvWbR2dCJsW0he71/TxjLFFLSf/nuLJoiUFmmaZPL13nyVCjOprN1juwPs3NrENuGqdkSxaKBpsrEI06KRZOtG3386IN5Ho8XhQZNXvjPVqtlnk4IsTNZsgkGdMae5Emmq1y8mmbntiB7dwS5cy/Hg0dFjJrNnoMB5uYrnL+4SKVq89UvtpHLG+I9tmU623WS6TqGaeLzKNTrJg4nFPKtg/1nxVJlsF6Hyekqsqxg2wbT83VkWTDCO0oWTl0lla1z824GWZZxOTQURWFqtsy1W2kej5dYSNS4djdHvW4yPOBj/+4AC8kKH59LoOsyqmKTydVRNZGw/kJL5wXCWqIlr3C3n5opN6jiIvvs7XZx7IDAyX78SZKp2RJvv9ZJLOoApCaWHKBYMrlwJUWuWMfrUjmyL7Jq1i0UhSiTLAtGbypTI5kq0xVN4PMsZ8Zul8JLh6O4XYK49Cd/MUm1bvGNL/cQCQlJ2d5nBtjnzfKhgEY0onP3YZ4j+yOEgjrVqtWgozvIFww2DHqbg969hzkePSk266vrhSRJTd9RcQ0MZHkZ0nfzbpbpuTKHGwqYzxLVhA+pxvmLSWp1E037/FmKLEsMD3i5dS9LtSbOSQLcHqWhg7/2Pi/fSLOQrHLiSPSFjVRATKQ9nS7ujRbo6/Gs0v8JBXVCQZ1iySCTq9PZUD9MpYWMgcuxdjssFNAJBYQxh67JzeZ9vW7x6eUUXo/GyJBv1bE+e98fjBW4P5pn0wav0CxqiOjdupdlYloMlnVDZP5ul8q1mxk2jfjwuFVeORZjZMhHJChY0Du3+jl7cZFkukavWyUWcdAec1CpmkxPV5ierdDb5W6yWe/cy3Fwb5hXjsbxuJVmM76708Wjp0UO7wvT1+NmqM9DJCTO9bt/NY2qSvzGL/cSCupcu5mmZlr82i/14HIp/PkPZnA7ZfbvFFLC8ZiTWMTB+GSRf/0fx9m/M8DmYT/xqMbubUEmpoo8fFTg1Zcj6A6FbNagUjPp63GjaQJssZCssW9nAFWX2bU1zPCAi+nZKhI2759ZoKPNyZ37GRYzdXq7nGzZGMQwbS5dTZHN1ujqdDI3X6NQtKg1FsZBP2i6Qq1m09cjdIB6uoT/wVyyyr5dIY7sC/NnfznN9i1+nA6Few1z9ZcPR9i60Uc6U2Pb5gALsYpIFiWJ9nYHj8fLHN4X4c6DPBcuL9LV6eStV9s582nihXtenzd+7gb8pQx/aW50ORW2bvQTjzq4djvFhatpfv2r3QQDGqZpEw7p+LwqZz5dYMOgj+PPSCooiiB5bBj0EIs4V2Xecwtl3j+9QFvcxbZNfjRVaHgM9krs2rmP/+F//hP27dvD3oaRxVKGXigaRCNCTCr0TMZtGBaqKmMYFh+dT9AWdTbNNJaiVDZJpWts2ejHNOzmADj6tMid+9km6mRlrbm3y91w9WkdzBbTNTwuZRUrFxqSAGcTuFxKU0Crq8NJYrHScKdae7VQr1sUiiY7t4VaECqfFeWKyUKyQle7C9MUDFXTtOnudAvi2f5WgpRpCnZw0K+xfUuAoX4PHXHnc8W21grLEqsaRV6N8FkZo48L3H0g5Afa21y8frIN27Kf6x1gmjYXr6bweNTmNVRVqYE3t1dd93zB4OPzCXZsCTQRVp1tTiybppgfiEnx1HEh83DnQY4nE0VefamNXKHO44kiXZ0uPG5xjzYNL9+n/h4PAZ/G/bEC5YrJxiEfQ31ebt3PIktwcE+oyRHpaUgN3xvNM7tQ4c1X2pvPYr0u7Ds72pz0di9LQgf9Gts2+XkyXqTaKLuNz5TI5002DHioVy02bfAyN1/h4J5IczVtWTbxuItDe8L09rg4uDeK06EQDGjEozoff7rIxHSVt15t49bdHMWSgculsm1zEF1XeelIlP07QgQCOpoqkcnV2b0tTLVmsWtbiGBA43//d2Pcf5TnN391gKDfwaMneW7fzXP8cJy3XmknlakhqzK//50xLl7N86XXO9m/K8L/8UdP2Tjkw0bG61aYS1SEwXlIp1iy+O1vDRAOOvno3AK6Q3B+JFni4rUMf/sbvbz5isr0fIX7D7NcvpHlydMSqibxza8KeYXf+1ePiAQdfOMrPXxyKUld/gUs84XCbrjFLF0qRZGamt9et0omWyOdqTf/dup4nHzR4Pf+5SiGKYTGVmaPLqfCKyuUApdiPlFhruGPWzdg47CH9riYobFtZhec/Nq3fof/6X/4x/zZdz9atb3Xo/LlNzqbP1drFpoqMT1b5srNDC8fieLzaqiKjKKIl2FqtkwoICao8cki1+9kee3lOF/+QlezsTnY6xaQPF/rrV1M13A65FU14kLR4MOzCwz0eZuTkmXZ3LybFYJpvR62bPK3GGgrskS1alEsmesO+H6fxhuvtDGfqFAsGc8lN60MUYNO8epLbYAwFBkZfr6+Ta0uIHDAmmzY5GIVj0d9rmqnbQuaffsKJ7TZ+XJT5mApRga9zM5XuHA1zZunHOvuc2WGrigSRw9GWyCSkiQRjzr48FyCgE+jrwHpK5UMhGm63CSfpbM1rtxMs3dnaNVqaum6hoOCea1rEp1tTr5wqh2PWyGXF5rs+3YGmx4LsiwR8Gvk8/WmfMF7p+cpV0y+9nZ3y2pjeFBoMU3NlEW5YcVzkMnVOXtxkQ2DHjwulZEhH4oi8XiiSLFosmWjvykeqMkyEgbVmommKXzt7W5S6VoLae7a7SyJhMiCJybLxCPOppDYzXtZOuIOtoz4mvakf/WTGTrbXezYHODxeJFNgz4uXEtzdH+EUtngB+/P89pLwrdaJA0uXn85TiTkYHyyzKN6kVBI48iBCF63wl/8aEaUR0+24WskRS6nSm+3h+1b/CTTdbDh+MFODBOmZor8xY9nmJmtEo10EAnrbN8SxO9TeDJepFQxURs2avPJKldvZCgU6jgdMv29buo1i0vXU0hAV6eL3dtXJnU/G/G0nztYptBfWftyXb+Tw7TsJpNvKaZnSqgqbNngfyFj6ELR4Efvz3Hjbpbd24P80hc66elc3uf3351jfKrIr//6b7Bzx2b+5D/+L8/dX6ls8pMP57h5N4tt24SCommoKhInjsbYsjHA9GyZH7wzw6MnAjI30Ovh5cNRws+YUHvcKr1d7pbzqFZNPj6f4MYKjZx0tkY6W8PtUti9PcRQn6d5bheuCrOHhQYMc7DX0zR7Aehoc/LWqfYWWOtaMTVd4j/+50nujeae+7mV0d3l5pVjcVEaSFRJJqtYzyGNLcE/n0XNlMom41NFsrk6H55LtEAN19vPq8fjzQaxZdlcup7mxjMKm263yq5tAUaGvKsw7tWahWXZpNI1/uqdORIrYKyRkL6qNxBqQB2XVn3pTI0ffTjPQrLGayfamisj07AplUxMY+3rcOnaIolklQO7w6iq3LRHbE44azzTqiqza3uQqekiicUakZCj2fh9NiRJNHi3bw4w9rTAp5eFOmvQr7F3ZwjDsLk7mm9q9CzpOB3YHWZqtsx7p+eJx0Tzd8uIn8P7wuiaTHvciSyLvpOAdxZxuRX27QqxZ0eQTy6nuNm4/vmCyaYNftrbXfzw3Vl++P48Xp/OV7/Qxc6tAd461Y7fr/F0osCNO0J3PpcX5baJqRJPJosAbNkYoLPDyfRcCVmyWUjUUBSJXduDhEIa90fzjI0XQZaF5aUkYVo2LqdKqWjgdQulzHyhzieXUkRDDn7jV3qEOJtp09Xu4IPTCd49k2CgR6w2PzyXQEJioN9DzRDIpu4OF4WSiWkKPSOPS+GDswkqFRNb+tkxbX8OM3yEgcAzv69WTbK5GuGQg+AKzHUmV+eH78/j8ajseEGjjnrdEks/ieaSc/lvJnOzJbxuhVPH2/jX//rb7Nixg7fffpuXX355zf1pqsgsU+kaTyZKnDgSpVa3WDktLSSrOJ0aPV1unk6VMA2Lof4XY5nqusz+XaFl0xbg/EVh7/fK8ThzC2X8XgXQyBcMpmbKHNwTpvMZLoJt20w2tM+f1/hthiTR1S7kYZ8XlmVz90GOYECju9NNe9wpBMcmS/j92iq1RsO0WzLNtZa+UzNlLt9I8+rxGAd2h1a5gT27D1hulOfydc5fWhQ+AG2rJ7W11CtLJYP3ziwwPOCls82F3pAXfl44dJneLjdXb2UY7BPaTt3trlV69tGIg7df71hzf9lcnffPJOhod7Jrhe5OqWwKcxSfxhdOrUZYAdRrFo+flujvLdLZ5mDLRt9nrsSu3cpw72GeoQGv8Ake9FIoOGiLOnG7ROKxcdjXXEmaJjyZKBHwq+zfHUJRJKGf71d58KjAlhE/LqfCk8kSD8eKHNitNxOJ4wdldIeYwI7sC4MkMZ+oMjZRZHGxyi9/sQufV2XsaYGZuTJD/R7qdZtL1zLs3xXm6293NRrt4vmTJIlEqsK5i0lqdYsvvd6Jy6Xw/Z9M886H8zidMm+eam94KQgCn2TbfP+dWaamS+JYXTLvn0mQL9RRVIm3T7Yz0Cveww8vLDA9V2ZytkTAK6Cduqawf5d4l6JhnQ9Oz4Nlk84a2MCmYS+6JpPK1PG6FeTGM/gLtcwXDHFC0qortpAUJIwN/Z5l31uEcFqxZBCLODHWyaCeDYdToVw2qVStVQ3J+4+KeDx6U68jGo3yL//lv+I3/tZvMjGZXHN/miZzYHeYbZv9DPS6GRsv8MGZBIWi6BxVa4JluHdXkGjYwaPHBR48KnyuLr7TJQv9oEYz6OCeMAf3hKnVLBKLNXJFkZ21xx289Wo7PV3L2v/Vqsn7Zxa4/yjPpetp7j96MQXHoX4Pv/bVnpaVwBIhana+zPiUkF0wTJvHE0Wm55Zdk4QrVWCVW9bMXJkfvjv7mT65fT1uXjkm0El9PZ6W7HpyusQP35tt1UVfEbYNdcNiMV2lWn0xSIeqybTFnAT9YjJ842RbC+nu7sM8D8ZWX7eaYZFIVikUhUFLKKjy0fnkKpLbepOH26Xw+sk2vnBKCPYt+dD+5MP5lvtkGBaXr6dbJDJ8PlFrr9Vsrt3JrasSWywZXLmeJl8wOHYw2oTbLsXj8SKXrqd456MFLl5NieMo1KnVLbaM+Hj1eIy+bg8jQz7GxotcuJpiMVXn4/MJPjq/gCTB6yfa+NoXO9nccCErN5iyLofCh+cW+NPvTfHJpUXCIY1De8OEQnqz9j82XuD0p0m+/84crxyP842vdOLxCFmGSlVMfA5dpla3+Msfz5EvGhzaE6arw8Xla2ncLp3ZhTIBn87OLQFkCWpVE2yo29DfLfpHHW0OxidFNeDYwSipdJ33ziSYni1hNBKwg7vDDPR6mJ4tk1is0dvjYqhfSDG43Sq2Belcjc52J4O9Ht49vcD0fIm2mIONG3zoDR6Naf2CePVCIYYze1VNJxTU6O9xs5gR0KklrfrOdhevvRTjvTMJLl7XePPk2tnQyiiXxey8dcS/KiMa6HUhYbcQqw4dfo14537+9t/5x3z0/p9w//59rl69yje/+c2WbeNRJ7YtNM39Xg2XU+HBWJ4nEyWqFRNnp3ghl/xhX7Sp83RS2AU6dIn2uANH2EE04hDGzabNW6+2N8sTkiThcavcvpdFUWU2b/Bh2YIRqSoSLx+O4n5BBytJkprqnSDKRR+dSzRLA8WSSU9DB+i1l9taMm7TtKnWbGLR1uxe12XR2/gMCWtdEwbvhaKxqpTicMj4PNqqyfrqrQyGYXFgd5hXX2rjx+/Po8glYpHnl65AlDHCQW1NCQqxMiqhqRIbn9HbV2WJYEBrQjolJBbTNXKF+ioHJRAT5pIVn2UJ0MGe7ctlqI/OJ3A6FHq73cQiyxNO3bB5MlkgmarQ3iYm89v3sqiaJNBeYb2pHrtkqbhUy88XDB5PFIVEQKpGYrFCuWzy8FEBn1clFnWgKKL/lMrWKJUN/vR7U9QNi7/1tV4G+rwM9Inj2Drip7/Hw2KqyuOnBWp1kzdf6cChy0Kq2ILTnwrxvr5uNy8fiVGtCQ0sSbL5s+9NYlq2KKlpEpPTJT44s4AsSezYEiDg0/jh+3MM9xeRZFEmk2WYma/yq7/UTTpbp1o1uXk3S0+3m0vXUxSKVSzL5pNLSRKpEtWqzaUbeWzgh+9NEwnozCYqTM0U8Ho1ZucUHj3OUSrVKZUV/s0fP0FG4rUTbdx9kENVYLDfg8slk0iW+fBsgiMHwswnqiQzFYJ+nYnJEvmiIYhY1zLEIjpjT0tcvLZItWb9AqXzoiFDQ0x6+Xf5gsH0nJhxh/o99Dcw4dOzZR6PF5meLTPY56HrOWiSpYwrGnHgdCj0dAlG33yiQlvMKTDJE0UiYQdj4yVCIbHcXdrmn//z/4W/960TfO9738Pr9fLtb3+7ZcC3LJsHYwWu3kjT1+MW2XddDMiSBK+dbMPtVLBtmwtXUzgdMkfXsBpcC8bp86ps3eRrwuaW4sLVFOlsXbBaGxpCpiUGy5n5Cg5dYfMGH5om0x534HGr62rKv0jIEhRKBrfvZzl+MCK0ixqZ67PNz3zB4MLVRUaGfezbsUy8ioYdnDz22bLP5bLJxasp2uMODu2NtEwQ8aiT+DExiE/NlEmmqmzfHKBcNqkbQsNENOtjLfj5taJaNblwVTBn7zzIsWHQJBgItnxmqSTx6HGBfMFoQmIN0yaVqZFK1ymUTCJh0cN49eW2Nfsj9x/leTIuFEwvXU9Rrpi8/dpyqUeWJQb7PLhdCk6HwtRshXDIgaoISO3GIT+37+dYSFQauvwadUOlULKoGwJXf/VmBq9XYWauyqnjcYIBDZ9H4eUjUWIRB7WaSSioo+syTyeL+H0qubyJz6fi9+uMPS1w6VqajriTuYUKf/mTWY4diiJLNLJkwTn58NwCpgkhv8690TzxsMb/8//7gM64i80b/fg8KsP9HioVg2rZ5P5YjrujUK6aZNI1bt/Pk88bHNobwjIhna/y6aUUN25neTxe5OrNND2dLhKLNeYTZZKpOqWSgWkZPH5a5M79Ih+cWVzV67t0o7XfNDdvNr1qU+ky0CqVcev+slfAe6cTGCb4vRIOh4KmCdiuIkt8fH4BTZcpFQ0cuiIkq3WJHVv8XL+dZXZBoNGuXE9iWjR7G3/T8XM34FuwrHeKqLd/eG6BfEFII588EmtmbO+dmWdquszLh6Ps2xVaF1o3PVvmD/9snO5OV5Os8pU3Org3msftUhl7UmA+WWV6tszxuJOjB8JN2jyIm3dgbyf/9//xX/AP/+Hf5Qc/+AGjo6Mt31Esmdy5n6W9zcn2zQHOXkxSKBi8+Uo7mzf4WgbxYEBvyZxBZM+ZrDB8Prwv0kLQioYdHDuweqDubHMS8GlIDebqpesZFtNV3jzZxsmjsWbjqF63mJwuI0kSne0uSiWDRKpKd4f7c2n0uN0qnW0uZubKn6mXH/CrBP06k9Nldm0Nfm6HKbdb5dC+CJ9cSnLjdpa9K9i6K2NhscrUTIneLhed7Q6B92+c+LO9g7WiUDR4Ml4gGg5z6vj6nrOVqsXokwJOp8x8ssZwv4dUus7YeJETR5dN6F1Ohe2b1pZF1jVxpx6PF9k47MPpaOUjGIbF2JMigUZZaWqmxOYNPlRF4cGjPKoC2zcLXaRjB6Ns3dSQCbZsLMtPvmgwMVNi+yYfQ/0e3A11z/OXhX7NF19tJ5MzyObq3LiTRddlMlmDjcOCnRzwa+QLde48yPHlNzo4ciDCH//nST65tIjTqaCqMpGpEuNTJTRFZuvmAA6HzNUbaU4dj9Hd7qJUMUksVkgka2wc9vBgLM9f/HgGWZEY6HHhdurUqhaRsM6ffm+S+4+yKLIgRS6ma/R2uXC7YfRxiamZErYEMjZ1Az46N0++uHw9/6aH0yVCV65gQ4uFqE21UgMJVA0UyaBuwmIdsvlF3jzZxtiTPPmSSO50FVwu+RcD/otEM8NvhKpKjAx6OHthkXzBbBnUO9uczM5VSCzWeF6bRNMkNg4LAsUP3pvlq291EwzoHN4XwTRtbt3LkkzXeO3lOG1Rx6oM+8GDB3z967/GF778f+ZXvvEb/O7v/i6pVIpisUi5qjI1U2brRj8nj8XxuhUyuTqPnhQZHvBQLImSRJOpLklN+OTK+Ph8gmrt/9femQfHcZ53+vm6p+e+BzO4T5IgQYAkKIL3LYk6LUuqWLZSjhMflaNS2cqmKuXYm91a724qcZLNbirldTbHJtau4yOyrFhSHNmiJIoiJYHiTYIHDuK+gRnMfU/vHz0YAgREyaJEimQ/VUMMe3pmvv6m552v3+P3FrDbDO/Zzera7Y31diLRLP96cIKNbW4qAybMJi1/eWFXJotZ5sC+8pIW/eBIgjNdYR7Yp1xXi34eLV1QK3ybC2dw2AzXNfZjE0l6+mOsaLKRz6nIHzLSZLfKxBJ5LNdp57h+rYvaSgvjkynOXYzgdBh/oQbvoxMpTf7YZ1oSGF5ImddIxwYPrx2dJp8rUFtpobJc+xF2OJQP5J6zWgxMTiXpG4hz327/kt4HBoMm22AySXjdJtasdDA+meT4mTkUReCwKWy+x0M8sVgKQipeaWXSBQaHE5iNMk89XlOqR2huspfketvWOJmb0/zv1ZWa3O/Kxqu1Adms1re3+0qMe3cFeGBfOYMjcdrb3LxyaIoTZ4K0tbioKjdz8lyI3miO+moLFrPM7/5mMxd7IgyPxOnui3Hw8DTr1rgQQlNcbW/zcGU4itejsGalnRNngwyOJLFbZQr5Ah6fESFptTi5nEqhAGYTJNJgVCB+HcXzjxK7DRJJsJqhvtbE4EgGn8uA06VQyIMsSbjdBmZDKcKRAplcgac+Xcmhd2ZJp1X8PiMrGu0YDB+9eb7jDL6mtHL1l1EIQSKllSxbTNKiVLrBkSSJRI6qCvN1W9YFysx8+sEqvv2PfZy/FGbrpjKqitkb8yldz/5khPHJFPU1tiXPb25u5k/+5I/46le/itfrYXJyErvDzeG3ztNQ30LfYJymBe6WQiFDS7ODqnIzP3t9km2bvKU87fdi/VoXQoKayqtGIBrTGq1kcwXePj7Ljs2+kktm3vUjy5rP3mjUgo6mSZlX3phi99ayRdLMC10uTfU2PG7jB8rUiSc0LaOVjXba1jjZstGL0XStjlCBi91RKivMlHlNJJNas+dN6z2/ULXsQpIpTejKapKvW4QVi2nZNWubtZaM1xbBXY+ZYJoL3RFamh2lz05VVRLJxQa1UNB0kgZH4kzNpHlwf3mpz/DCHP/rkctrzbFzuQJGRbyna62mmBEViWYJhtKMTqY4fX6Oz/9SLSsaHZiMUikGdC0Oh0LraifdV2Kc7gqzpd1DJJbl3MVIqdjKYJDwlxnZuM5DOp0jn1NJpgo47Nr3Z+8OP/4yExd7NBE8i1lmcjrD5FSaqdk0qgo7Onx4XApvH59FlgU1VRbyBa2ZT19/jJGxJE8/UUNvf5Rjp4NYLAbKAwod7R5GJ5JcGYwwOpHiS083UuY18dxLIyhGBavFSDKhFS02N9lJZQo01Fm53BOlqU7ryDY0Gmc6mKax1obDpnC+O0wsmqe21qz1xI2myeQEBrnAbAjSy8T1JQlsVogWvTlmI1DU3PF7jWRyeXLZPLIs47CaSKfTTMxmiadUaiqtzBY/F6MiiCXyvNkZwmmTmJzOYFAEk1MZBoeT/Lsvr/jIjf4dZ/BF8R9RXLGrqorJpAXwrFa59FOQSORQFC1QJMvSsq6JZCrP2ESC+hobY5MpZFnQtsZVUtM8fzFMOl1gRaON2hrrexoLIQSf+tSjrFqzi+9+9//yt3/9R8xMT/HmoaPc/43NmM1X3RupVJ53ToSorjBTVW5hbXMer+e9/eaJZJ5EMrcoT36eY6eCxBM5dm72YTHLpWPM5VXeeGsan8dIe5u7VP0JmlxDe6vruit3VYXLfVFyOU3yYD7/fLkiJKMiUVulpaRFYlneORmkbY0Dr/vqMSVSebr7Y4hio5AVjXbql2kyEQylGZtMs6rJ/r768NFYjqnpNFs3eakImCkUVLouaamfC+cqk9P0jAoFxyK/eSKRw6C8d69h0GoeVjU5WNlgQ5YF6UyB0bEEJ8/NsW+HvxR0TRV1h+w2A1/5fCMBn5GzXWFMZmlJEPe9mF85r2pyMDGdJpHIAkvPC603quC5l0bo6Y/zu7++gvpfa6IicP1FDWgZP3U1Vt45ESST1lwSsiTIZPNMTSepL1b9rlnlpK7ayutHpxgaS3LsVLB0DtmsBhLJPD19EVpW2rSrg00efnpwAkURVFdaiMayVATM2KwGgqEsD91bzuR0hv6hGCNjCTJZlfKAhZGxFLm8yheeqsNu01yPu7eW0Xcljipge4cPs1nm3MU5Wtc46Vjv4fiZOcq8Ru7d7ScYylJdaSnp8XeenOXIsVk22Q2srLezc2sZf/NML+FIlmwO9u/ys29HgJHxBCajxMBwkqHRONUVJqoqbHz7O71YLTKfe7yOrkthTp8LcakvyhMPV1FXY2N6Os2GdS5yWYhEM/zzT0ZoXeMgEDAzE0wzOZOmo92Jy2HidFcYp13ixNkw96xzk84WEFKUh+8N8OOXxjUbplfafnDUoh9/cjrNa4ensVkNbN+k6atEYzl+8vIosWiG+3cHaKhbPk/82MlZXn5tii/+cj01lRb27vBTXmbiTNccrWtchGNZksk8Toebxx+qWmSE8nmVY6eCeN3GUk5yJJZn++6n+P3f+yJf/spvsnZtPZFTF/A9/hij3/sJTfvXYzRKrGtx4HIqmM3yspIK07MpqiutxZL6MEMjSR6+txyrVRMdy+W1wG42k2fTeg8+r4kDe8tLryEAxSAtMai5XAGTSaKl2Uk0luPg4UnWr3WV4hHzVwyKIohGc6SKKYudJ4JEYlkeLgq4LSSbU9nQ6sJgkEin8wT8piVZMzOzaVALeBf8YF47ttlQhudeGkNVVfxeI+WB66+M/T4j+3f6MZtlzl+K4PMo9A/HqUiZFxl8p02heYWd4FyadKZQSt87+OYUfp+Z7R2LV8ORaBaDQcJq0TR95t1r+bym1yJL0FhrI19QSxXGVquBpgY7rxyaoLZGa6c5NpnEbjNc1+Dn8ypXBrUCuFSqwL6dZXRdipDLFQjOZXE5M4vcSIlknlcPT9FYbyWVKVDmVXA7FULhHEIS/MtPRwmFszz1WDVnLoapKjeXcshBq1juH4oTKDNRUawzMCoSp86FOXosSJnPREOtja5LEfoGYjgcBtpbXaxqshOJZUsy3NFojmxO5WJvlKYGBwaDhM0qs3OLpiPlcSlMTmsr3B2bfTgdCqfPR0gk8+zc6qfcb6Su2kpVuZn795ajqiqvHZnm9HntPZ7+pVq8Lq0pTyqd577d5XRfiWEyy7jdRjau9+CwG0t9Zp0OzR+eTBZIp/Lc0+amvc2NxSzT1uIhNJfGZlfw+0ycvxRmzSonRkVQEbCUroYmplK4HUaqq8yk0gWefKSathYXf/f/rjA8lubxh2qWnNcrmxzYbQqKQdB7Jcr/eqYfq9VIW4tby7u3GUhn4ItPN2CzGQiGMlSWWwjN5Ull8kjX6qt/BNxxBr+AZtDmV/hup7YymA2mryoBomI1G4jFc+QK6rKX/KlUXmsIHdB8s4UCtK52EprLMDKeZHImzf27AzgdyiJhsXlUVWuYfu5CGJNJpqHWyqb1Hi1ApsKvfOm/U+YzYv7qL2OdGMD8x1+F/S8XRcOWNwL5vMrAUIzTXREe2GdgYjJVbIDsKXXvOn8xwvnLYfw+LfVyuUYusizYvNGzSF44mZo3FjZaVzuLLe0yDAwn8Pu0uETnyVkSSS0z5KH7KjDIglxexagIyv3GJcY+nc5z8I1JPG4Ft9vEygbbIsnheXI5lf7hBInUFFs3ejAaZeprrIs6VBkVCZ9HYXA4wblL4fc1+CNjSf7t1XGyeRW/10xdjaUkLX26a454PFdaITbU2LjQE9V0+42a26+h1sZMKM2ho9OsXmHj54en2bPNx7mLEWRJqxGoXuA+kySorbJgNcs01tt46ZVxbFYDrasdKIqMxSLTOxDnuRdH+PrvrtGuoBZk3uXyWrHgwjlMpvK8+uY04XCWjnYPkUieF14ep63FRSKV59kXRtizw8+a4oLCYBB4PZqRf/LhKgwGialZTdN+/y4/w2MJRic0qYtLPVHOds3x1GO1i65E1jY7efi+cjwubVs2p1JbbSaZzNF5MoTHZaLMZ2RgSNDcZKeuxkZ3X5Sjx2a5b08Aj8vII/eXs2Wjl9GJJOl0HqtZ4slHqlEUiZdfm6S2ykJdjYUyr5ntHT4kSWLXVq3958E3pzhxJsQXP2fGajXgsEukUnkCZSbWrdWuDOdTWA+9NU0wlGHbJg8jYwlW1Nt45L4KjIpgJpjG7byavjs5nWZkIklTgx2DQfDmsVm2b/Kyab2bdCZPRcBCz5UoZ7rCCAHDo0n27fSXXHNlPhNffLqBkTEtGNza7GBVo50NrW4KeXXZmJRvwZV5U6ODL322nroaK4oi0dai6T49sK+89KNdXam911c+36gVj+or/PdHYrEf32yW2bMjwDM/HOTVI1M89akanHaFJx+t4p0TQbouR/AVV+ELPzRFkWhvdVPmM3JlIM7gcJxH7q/E4zayd4efd0+FCIUzHD8TYmObe0nOtMEgsW2Th2d+GGZiMllKBQXNeD3xeB0if9XgGg/+TKtrl2XILdawn+8CdWUwRjyeY9+OMkxGiaOds9TVWGhvdZVODqNJoqc/xvBYnF//lRVL5ufchTkkWdDdF+fl1yb41afq2Lm1TEvds8gMDMepLQbj6qqtDI8lWdfiwmKWWb/WRTarBX/n1x6T0ymeeXaQQl5b2bpdxtKXTFEkGus1jfWuS2F8boXLs2lcdgWnU8Hr1oKVzSsc/Npn6zlxJsT3nx8hmcizd5cfgyTYXxQHc9gN1NfYmJpN4/eayGYLxcYsEqFwhndPhejY4Cm5oi71avULU8E0X366ntFxzSW3ud1LLlvQWloWWdVkp77GWhIxy+VUegdiBIMZaqotzIay9FyJ0dpsp6LcTOeJIKl0nsceNJdcPkKIUrEdwMY2LbPo2KkQFrPM/l0B7t/tpwD0XNHSKyvLr0oRv/HWtGYIVjux2QyYjBJ2mybjMDOTZte2MhQDPP1kHZlModS0fnA4XjL4RkVie4ePcCRb6mObTufZucWH0ai5LVc2WnHYFR57sIpjJ4KMTCRL525PX4z+Ya15yjxWi8yXnm4knckTmstqvQoUwehkEqNJoq7Ghr/MRHOTA4tZLqWdBvzaD8NLr4wzNJKgbY2LPdt9Wv/bYkbPowe01XKhoGIwaM1Bzl/U5EWC4QyZrIrbpV3p7ti8dKGQyRSIxbMUVE2VVFW1WNPUTIofPD/Clo0ethUXGCZFwuMysmOzl2gsz/mDY7z5doHHH64qGdymejvlATPhcJbJ6fSiNA6DrLmjygNm8rlCyVY8+Ug1BoP0vi5GQzHWN8/We5aPo8zP+cfFHWfw82qxMfGC1dPa1U4O7PXz5tsz1Fdb2bmlDCEE96z3IElw8myI2bks+3deze+WZXFVFTCncrZrjtNdITasdVNdYaH8ATPRWJZEMsKbndPYbQrbO3yLgoxms0zLKlcp+Pnu6RChuQwb17nJvXYCw298BX/PKaRCAVWSiG7YgvzMd7g2PDs0qskEyJKmUV5VYdFWMG4F2SD40Yuj3Ltba3ixeoWdMrfESwdnaKyz89lP1y56rdePziDL2pxUlJtLqXeyLMhm8xw6Mg0qPHqgkvY2N6tT+dLVS2CZAGOZ10Rzo53B0QSvHpnCbjPywF6t85YkCVpXO5mYSpUyOo6fCZEt1hcc2Ht1deP3mdmzzY/Pa+ZST4RAmZlUKlf60hUKKu1tLlrXODGbJF55YwpFkfC4FAqqWuwffNWI79jsw2k3cPidGepqbHjdptKPQUe7d1G9giQJzGaZkTGtDaAsCUZGk2xu97Ctw4sQgt+rsOBxGTh/MYrfa0JRJHr746xtXv5qbN5ttMukxU4MsuCh+yp593SIiz0xvB4ju7ZqdRRCCHweI+msVtHcvMJOU70dVVXZtsm3KMNqQ6uLUDiDJAua6iyYTFfPt1yuwIXuKOcuhtm73U9NlQWTSda6vQW1gOk96zUlTKvVgN1uYGwixfoW7fVbVjtLXbIWoigSSrH8v/NkiIZaCw6bgcaiKzSfV2lqsDExmeLdBf0XJEmwvcOH26lgsxiQJKk0L4lEjrmo9nprVthpaXZSKGgNbBpqrbzws3Eaa23vKQsBUMgXGB5N0dcf58C+chw2ranMmS4tvTie1BZOc+EML/xsjExOJZNRaai18tRjNUTj+ZJA3fx3wGlXcNqVZWNioBlug3zVIC/XO+GTzB0nraAWBOlUgdyC/p8GWbB5o5eZUIZjp7TSb1VVkQRYzTIT0+klv9ALc2BrqzR3QDar8t3nhhib0FQUPS4je7b5CIWzHDo6Tfc1pfNOu8KjByqoKLcUG0ZkCEe1lLYxZx32Cg+iUKBQFNKPYWLOX7fkmOprLOzd7iM0l+VCd5SRsQRlXk1fxWySOHUuxLFTs6RSeW2ludYLqsrPXx8nWpRnUFWVUDhDe6tTC7r2RvnCZ+rY0OpmdDxJaC7D+Uth7DaZDa1aHrjVIuPzGMnltL6oy/ZUVVWaVzpob3UzPZMhU2ylN89cJMPhd2YYG9eK1O7d5Wd/UexsoSZ/MpVnpNgNTJIE1RVmdm7RevF290V5+bVJwlHtWITQukn5fUZGJ1JksyqPPVBJmc/E0EiCl1+bIJst4HIpPPFINZXlFlqanYuCsvPGfi6cLUlY/OsrE3z/+RFcLoXHHqxk80ZPaT+fx0g4ksPlNPCpBysxm2QGh+P87PWJosLl8ng9mlRvNqu1rYvFcnS0u9mzXVtcHH5nhlPn5mhvc9Ox3svG9W6qKy28+MoYrx6e0s7Ta9JpPS5NdM3jvtplLJst0Nsf58TZEDWVliVBd0WRimJsEvm8yuW+KPmcyt5tV9s6Wi3ystW92WyBV96Y5OTZEDOzaVxO7QphVZODdKbAm2/Pcvr8HNmcSrnfhG3BosfvM7Fnu39RHcToeIKDhzUZhuoKMz6vdo6duxRmfYsmZW40SIuuiq9lcDjOpd4YTfVWWtc48RSvLE+fn6PzRIh1La5SYeL4RIozF8I01lpK3coCZWZW1Ns+FrfJJ5kbMvhCCK8Q4hUhRE/x7/LVLdq+TiHEiBDiWzfynu9HKp0nkcwyF0lz7FSQ42dDpf6VsUS2ZGQu98X4l5dH6boc1r40QuVid4RQOEMur/LsiyP8+KVhZkPaymj1SgeVATPdfTGOvjvDu6eCjE0kePHn41oankWmpnLpCvhyb5S/+OvLHH5nmlxOSwOsrbbS3GQnNzHN1JZ7eeM//xN9LXtwZ8IEQ2mCoTSJZJ6XXpngYk8Ek0mmImBh6z1enA4DL782ycXuMG++M0MhL2hZ7WBgOM73nx+i82SQjg0e1rU46R9O8o0/PUcsluHfDk7w7IujIAR+n4nZUIbhsTixeI4jnTOMjCfZvqkMi8XAxFRq0TGcODvHt/7PFX56cLy0LZPV+oKe7pqj90qMttVOWtc4kQ1CW72FM8wE03SeDOL3GTGZZY50zhKL5/G6TZT7Tbx7OsixU0HyeZWpmRTHT4eQBKxb41yk1aKq0H0lwnMvjXCkUxN9W9lox+00cu8uPz63wokzIQoFlblolkxWq2A9eXauuCK7JpCcLfDTV8d5+/gMh9+ZpvOkVli0eqWdFQ02HHaFxjrbEvmGC5cjHDsVQi1A2xonKirZrLYwmA1lSKWW6u7MBjP81d/38toRrZvWvXsC1FXbSguM+ZjOyFiCyekUKxvsFAoQjWapCFyt6RgdTxAKv7d+0KGj0/zs0CRb2j1s3+xb4hZwOhTWtbi41BNlejZNNqP1ThWyxMhYklg8u+z45xkaTTA1k2L3jjIu9sSIRLNIksBklNhyj5tVTXbOX4wAV+NZWkHX4uKhrsthXn51kky+wIpGO1s2akWK+bymMto3EOfEmRAP3Vu+RMp7HlVVeefELJFYlv27AqUU1Xxe5fiZEOlcnvt3BzAX3S4FVPIFFbt9+RqVu4kbdel8DXhVVdVvCiG+Vvz/H7zHvv8NOHyD7/e+TM4mGJtK87ND4/zohVEcDonygFUrYQ9mGBqO8/U/OksinScS0bSpTUaJI51TlAfMjE2kObA3wMRUmovdc3zv+SEe3l9BU6OV7/14FLtFcPz0LN//8RB7tvm4cDnKbCiDwSjxx395kf27yoklNf9jwGfmaOcMnSdCTE2nSKVzDI+mmJiMcWUoRvI/Pcf0bIZEIsvI/X+OYpQR/9BHbYUZWZEYGIpjMRv41IEKLl+JMRNMk83l6emNc6ZrDiFBQ52Z5gYHb3XOMjIRx/m6kfa1LqaCSdJp6DwV4bf+4AQGSQapQN9AlOqAmf6hOOOTKdLpPIlUjp6+GA0NNs5dDDMwFCOayLGxzcOpc3M884NBvB6tA1b/UIzXjkyRThfYsNbN2yeDFHIqqWyBlpUOhkaTfPs7/XjcBioDFrqvxLDZZAySoGWllq8+MBTjB88PMzWbYf1aF+V+M4EyM011Fp754QAet9YAvq3FzfBYgngix8xMBoejwOZ2he6+CBe7owyMJLlvt58rg3GOnQqhKBLHToVALdCyyk4wlOHkmaCmoRTKFLs1RYlGsxw7ESQSz/O5x6swG2UOHhrn6LEgkkHQ2x/FYjYgSVpbyoqACaUoJzw8Ns7/+JtufG4Fn9fEpx+o5MSZIEePB4vyyot9s0JoBUCDozGOdAqSqTzbO3xMzaYJzWXYtbUMWdKuLozFVbjLqXDfbk0euX8wxsxchqGRJE6bgY52Dw6HwhtvTxPwmkpuRxUVkyJorLejqpBI5pAlQefJEFUVZlY22qmutLA2niOXK9DW4mLtaiezoQyH39Fa7JmNMg/dW47BIGnZSLLAaJJRFIn9O/1MTmeQgSOd00iS4Mu/3IDNaigFr3dt82FaIEVx9N1Z1IJKxwYPcvHHs38wgd9vwmqW6e2PE41ksdsV1q918dD+csanklzujeN1G5c1zpFYlpdfnWB4LMHmdveiVo6yLFAMEolYnkQqj3v+gYK2aLiezPbdwo0a/MeBfcX7zwCHWMbgCyE2AeXAy0DHDb7ndRkdy5DNwvik5n6IJwtMTMfmOx5y5N0gmfdYKE3NxMjl4bs/GsViFiRT2pO+88MRzCZIFgUMFQNkc/CjlyZL9+ffu6s7Sqq4n9EImWLz5M6TV3XV/+31IJIIoi7VeEMIuDIYI5kEg6z1xD1zIUw+DxYjpDOQK8D4VAZZwMmzEWRpCiFpsd5INEMsPstc5Kr7ZWBIO2CDAQyyTP9gAoFKLJ7j2//YT5nPyFw4S02FlZaVdrq6o/z5t3rYvsnD4GgSIeCJh6qYCeX4q7/rY2Q8QZlXMyIuh4FcsbCr61IEWcD5y2FWNdm4b1eA7itRJiZTXLgUYd1aN00NVr773DAj44liYFPin340xN6iJHTvQBy3K0MsnsdqkXn2xTGtZsIoMTiS5Mi7s/T1x4lGs9RWWfj5oQlNkyaYJhLNMjQa59T5MIPDCfqHE3jcRvbs8PP6kWnMJomXDk4wF85yYI+fNreJs11RRieSbFrvxmo10D8c59v/0Mf6VjeSJBgYTvDw/gp2bvVhsxpY3Wzn5NkgZ8+HaF/nYTaU4Z9f0Nr5NSxTHBeN5wlFMlzqi9JUZydQZuLg4Sk8bkU7J1UVIST27ChDKq7mu/uiXOrRfPGJVAGXw8CuzT5Odc3xxtszWj9fFmum798ZYNeWAlaLzKG3prnQHaG60oJBCFLuq7IN4WiW/qEE5X4tL99bTEKIJ/Kk03nkYubVobe0WE5BhZ1bfDTV22mq165khBBYzfKS2nT/Ne4gm9VALqtlGikKpNMq69c6qSy3EI1niURzPPfSGIpBy4AzGCRqq2yLektcSyKRJxLNkkmr9A8leet4kD3brmpKta1xMjmTIpO9erVitsiUeYylZix3Mzdq8MtVVZ2/zp9AM+qLEEJIwF8AvwLcf70XE0L8BvAbAHV1S33ZH4QH9vl569g04xMxIgnYsclLPJHlQk8Uj8tIyyonvf0RpkMZ1q12EI4UGJtM4nYqVJUb6e1PICSoq7ESjWSZnE1TETDj8Zjp6YugyLBqpZPLvVGyWZWODS5Gx9JMBdM01Fpx2Q30DCQwGgVlXjORaJrJqTTlfoV0ViIczeCwypiMMoWCFmwsKzNjNgr6+uM0NVgxm40MDsdwOhTqqm0MjsSYi2TZ0u5jKpiity9OVYUJX5mJYydm8XpN2M0GJqaSlHlNtDTbefd0hGwuT3WFiURSJRJLU1/r4HOfrqXnSpRQJIfZIOgbTrJ7i5vegSRWq4FH76/g1LkgL/58kq33+FjbnOOeDW4a6+wMDMeRpAJT03aqq6y0t7rY0OrGbJToH4ojF/OtZVmioc5CU4Odpx6rIZ/XsklWNDpwOhRWN9lZ3+LiwL5yorEsfQNxaqssVATMCGA2lGY2mMXpNPLA/nIMspbiduxkiIY6Cz63iUQyy5Z2L5IMkWiehppEMaArIwqwY5uPrR0qXpcRj9vEpg1aSuxMME04luO+3QGaGhycuzjH1IyNPdvK2LfTz+lzc5wpBj0ddpmTZ8OL6jQ2tnqoKbfwzy+OUFNhwelQePSBSuprrMv6vx02A7u3aPGX9jYPdquh+LlasFiuuhicC4xRRcBELqsSjWdpKTPRWK8Vmm1WvCSTOcwmeYmA3HxgFbQWhtlMHqvNwOZ276LisY1tbq27WnGbLIslooEGGTas1dIVh8eSKAtcWx6XwlOP1eB1K9eVxwC4Z50bVdVEAVFVxibTuJxGzGatnabfB5//TC35fOEDazJVBMx8/jN1XBlMMDicWFKJvaHVjb/MVOruBVprzy98tp7K90nlvRsQ7yfQI4Q4CCwXKv9D4BlVVd0L9g2pqrrIjy+E+B3Aqqrqnwkhvgh0qKr6O+83sI6ODvX48ePvfwQ6Ojo6OiWEECdUVV3Wk/K+K3xVVd9zVS6EmBRCVKqqOi6EqASmltltO7BbCPHbgB0wCiFiqqp+7QOOX0dHR0fnI+BGXTovAL8GfLP49yfX7qCq6ufn7y9Y4evGXkdHR+cmc6N5+N8EDgghetD8898EEEJ0CCH+/kYHp6Ojo6Pz0fG+Pvxbhe7D19HR0fnFuZ4P/46rtNXR0dHRWR7d4Ovo6OjcJegGX0dHR+cuQTf4Ojo6OncJn9igrRBiGhi8gZcoA2Y+ouHcCejzsRR9Thajz8dSbsc5qVdV1b/cA59Yg3+jCCGOv1ek+m5En4+l6HOyGH0+lnKnzYnu0tHR0dG5S9ANvo6Ojs5dwp1s8P/2Vg/gE4Y+H0vR52Qx+nws5Y6akzvWh6+jo6Ojs5g7eYWvo6Ojo7MA3eDr6Ojo3CXcdgZfCPGQEOKyEKK32Ef32sdNQogfFh/vFEI0LHjs68Xtl4UQD97UgX+MfNg5EUL4hBCvCyFiH3dz+ZvJDczHASHECSHEueLfe2/64D8mbmBOtgghThdvZ4QQT970wX8M3IgdKT5eV/ze/P5NG/RHgaqqt80NkIE+oAkwAmeAtdfs89vA/y7efxr4YfH+2uL+JqCx+DryrT6mWzwnNmAX8FvAt271sXwC5mMjUFW83waM3urj+QTMiRUwFO/PNzky3OpjulXzseDxHwHPAr9/q4/nF7ndbiv8LUCvqqpXVFXNAD9Aa6S+kMfRGqqD9qHcJ4QQxe0/UFU1rapqP9BbfL3bnQ89J6qqxlVVPQKkbt5wP3ZuZD5Oqao6VtzeBViEEEsb1d5+3MicJFRVzRW3m4E7IcvjRuwIQogngH60c+S24nYz+NXA8IL/jxS3LbtP8UQNA74P+NzbkRuZkzuRj2o+fgk4qapq+mMa583khuZECLFVCNEFnAN+a8EPwO3Kh54PIYQd+APgv9yEcX7k3G4GX0fnY0cI0Qr8KfCbt3osnwRUVe1UVbUV2Ax8XQhhvtVjuoV8A/ifqqrGbvVAPgy3m8EfBWoX/L+muG3ZfYQQBsAFzH7A596O3Mic3Inc0HwIIWqA54FfVVW172Mf7c3hIzlHVFW9CMTQ4hu3MzcyH1uBPxNCDAD/HvgPQojf+ZjH+5Fxuxn8d4FVQohGIYQRLZjywjX7zDdWB/gM8JqqRVleAJ4uRt8bgVXAsZs07o+TG5mTO5EPPR9CCDfwr8DXVFU9erMGfBO4kTlpLBo8hBD1wBpg4OYM+2PjQ8+Hqqq7VVVtUFW1AfhL4I9VVb19MtxuddT4F70BjwDdaFH2Pyxu+6/Ap4v3zWjR8140g9604Ll/WHzeZeDhW30sn5A5GQCCaCu3Ea7JVrgdbx92PoD/CMSB0wtugVt9PLd4Tr6AFpw8DZwEnrjVx3Ir5+Oa1/gGt1mWji6toKOjo3OXcLu5dHR0dHR0PiS6wdfR0dG5S9ANvo6Ojs5dgm7wdXR0dO4SdIOvo6Ojc5egG3wdHR2duwTd4Ovo6OjcJfx/Q6UbbSCVW+4AAAAASUVORK5CYII=", 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", 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", 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" ] @@ -1558,7 +1565,7 @@ "outputs": [ { "data": { - "image/png": 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", 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fX9rYgkBwEj0Xx+n4vryxBf1Xr1OWzvZ1TSjzFNG5SAQ8AMQSKbz41lm80TWMQDBKx8V+snOZv5Zdh/qxc1MrNrTVatqPJdI43BfEwytr6XlxVVjFZ0Fo3VRcRUmSdgDYAQArVqzIoSXtjZIBlBUXzGnwVREn8MfjaSrYCGq9Hmxur8MPDp2j37XUlqNt8UKcvjAO/9UoXnkngN1HzwNQbP5/9uk7cLB3lDp/mmu8uBiJafLwlHkK8fl769F/9ToO9wVxciBMJ/bR/iA6/SHcubRC3V7LVLCzAvvkQISewwqDtQ0+Nb1DRkNn8/u89MRqKsStBDUxE7GTn4AsMKTvTF/aMRuBfzmtw+SN4eTcbPuxOi9fC4KoHaO+rfrko0cJ2HufEXQp4bGic9jUAzs3tRra8PccH8CuQ35q+inzFFGTDOt4JX3+zTt+hKNJ/M07fjx0x2Kq1QPAywf6sOuQH7FECl99dCXC0QR9F8j8ZI8HoPub3DPWHEXu26tHAjpli97TWXTa5kPgjwBg7/5y9TvRMRclSSoCUAEgxDcky/JuALsBoKOjI4c8CPo7lRRVNr+B4BfrdHoGw9e19vrCQgkHe0cpRbOmXEmGllLNUdemUui9PIH1rdXo9IcQiSXxyw+v4PP3Ktpv2+KFdDFYs6ICZZ5ixBMp7DrUjxPnQ3h+SztWLb8EQKZb0/YlFej0h9B7OZOXp+fiBNXGX3piNRWqxBHLvgi8VkOcXQRfffR2naBmwbZHnGx2hRjRnACgzFMkfNlYAcXvGNhPJwKUnMMKE6Nz+H7s9mU1vlwWLBaidoz6jiXShtq10bUCWkFIBN3OTW1Cwc0rDKxTlHwaP5+MpCR9kv5iiTRI5Dlpa0pVAKcEiiDvfyI0SkBJxWB3kSVz9OGVtZrvN7fX4Y2uYRwLhPDg7bXa9m7y5GnvA2iTJKkJimD/PQC/zx2zD8B2AL8G8DkAb8vyLFwNgcA9UF5ahEhs7rJlegolGk0LAIWFBbivqUqTDbOitBjbOurxP4+ep+UY93YNo2fkGgBgYUkhvv34XQCAf/Pfj+HaVApdQ2FUl3twuC+IVcsrsGZFpZpjR0KnfwxrG6rwQEu1+vsINbtkXrxW7NzUinhyBs215TjSF9Ro4z6vR5P5T/Qi8IL07bOjODkQoXQ3I81nb9cw49CVhMexx/PmHrLVJ4sRDzOhyPZlZkoSgRcmZueIrsmOsObP488xEq4imO2ERO0Y9W2mXRtdK9+3leBmFQaSENCobb4fItCJaZKNfiUO1eceu4Pp18SPIBC6ZIcA9ArNkyIou+gx1ew5SN8lsivnSQ8KbuLAK1mWUwD+I4B/BvBbAG/IsnxGkqTvSJK0VT3sfwKoliTJD+BrAHTUzXyiqEB/o6ZTc0vLnOZSZVaWFmHlbYs0343Hkpp82GPRJLZ11OO2RQqbp6m6HC215TjYO4prU4owTaXT1CmlaMgy/Z4wAFIzxJGV0WQ2t9fhgZZqVeBK2P3ueRzzj2EoHBOaVADlBTozogRqlRYXCJ1xPq8H9zfXKMcw2f6MCkCUFheoY280vX8icw9ZjNhFjB0Lz5V20jZ/3SJHoZ32RefaHZdZXzwt0AxEyxTRa+20wwcdOTEh8X1b9Ufm5Y4Hm23fnwxFWBvpmlk8ZBCqpu17LshJv62jnqZWMGMXsfB5PWhforznbAUrlvTAc/dLPYWaz3wiLzZ8WZb/CcA/cd99k/n/FIBt+ejLDlprvTSTJEEsMXeZMkW4NpVC35Vrmu+iiRQCwUkUqpNsIpZAJJZAbbkHV65NQ5YVgb2tox6v/3oQI+NTGAzFEYklqG2daAVFhcpk2dc9gpMDSubM3ssTlEJ2sHcUxwIhHAuEsGNDM1pqvdQPsGp5pXDMe44P4FgghAdaqjVOXzImNhUs77wix8YSKWpbJecZvfysGcNMMzTS0O1ohaxjzkzrFGnkVu0bnUvOI4uBHTMSYXSITEFWJiKrnZBVG0SzXbX8En2udoU+6TueSCGWSDMURnH/sURabOYwGSO/YOsdroopSokeB73nphBo+IrwXohO/5jDPDf6nQRrIuI1/K2rl85atsybymmbL/iDUd13Xk8BppMzEAS83hAUck7bitJirLxtkcakMzmdxrfePIP//u/W4Pf/xwlMpWbwjZ/3oLhIEd5D4TgCwUm01JZj08fq8Pqvh3BtKoUdr3dhyyqFmrljQzMqSotRu3ABXnzrLJ78ZAN2bmrFqSElj/6e4wNU4MYSKZC00YFgFA+vrEXb4nLVTitToZ55wZTFhOTjYW3ZvMDlnX3EcUXSNZDjjCAS4kbH7zk+YBgvYAZ+ETJCtnZ4o3P5/gF7dnij463a4c1yTtoGMuwb4g+yO15yj0hdBiXfe6HwXDtmIyMFg1cGiKntxPkQXnpiNQDQhYptwyzvvPFvWZhbBLuFcDRBc/vwjmtCy2RNsPnCvBT4KSYNMRG0RYUFSKRljdS9kRnyyxcUIZGeoTbroVAU9zVV646r9hZhTUMV7q6vxMmBMD4YnsA6NSXytakUXtjfi9eeupdG2ZYUFSAQjCISS+LhlbX4/L31aKktx7//8QkAwPngJH7whTUABrC2QSmQzr4MpEoWYeBktqqSzkHLax6sLZs3ibACkWzryYvMav92tTYRqB9ANVXxEYtWIO3GEmlLgWlmhzfSvI3O5ftntVK7jlyj3Y9d8P2ZtZHR8CsdmaL4e8R+mvVvtHthjyFtk3lsROElCk7mWWcyWq6sW6ihZbJQTIyZQiY5MWgEuwWjwEVA7yfLJ+alwIecuVHkHl+Pp3RJk2+ksj8xlQKTKw1TKRmHzo5iaUWJJtXxP5+5ikBwEt/97Mex5QdHEU8qfHoAWLigEG2LlYCp7euacGooQpk1fVeu4eRABG11w6j2evC1R1eiuLAfz29pp4J7fWs1vv34XZrKO7ywYs0xRPjHEzN49UhASKUzop2ZvewsjDRLO6yMjFYoZnywEAlU1rQi4k+bCWGR8OGvwQpmNECr43mH8WxSS+0xZBSYmeHYucb3b7QwipzVxFwjissg/T+/pR33N49qFnMAlLa5t2sY/3zmCk2e9tAdi3XXoBzfT3clvA/LDsLRBE1jwu4WCEuH2PA11NTZq2E+TwW+lHkYRMgvKi3CRDw1hzWvgGluxRkZn8ITHctx8LdKkjMAmErN4N/+6Bie6FiBH/27tfja3m76WyI9g91HB1DqKUKZpxDtSyvUqNoaNNd4cXIggrf+5TKGI3Hs3NSK+5ur1URRijrS6Q/hYO+oSrUcQCyRposBoNdUifAnLw0RrCwdkdXejdgfZoLKTMt1Koh4mzi/y7DD2GFh9xwr7dUenKmOim3c3C7Ow2xXkM39EcFIQPPPwO6uxGycIrov38ee4wMaKiaQ2dGR1CbxRFJ4Detba3SJAY8FQmip9dpOe7C3axid/jE8vLJWQ0wwTJwGYDYl/vwU+BzjUwIwHp87SqYZOvvH8OMn78EfvvYerk2lUCgB47EUdr97HlOJNA5+7SG88o4ff//eBUyqtW0j0WnsOnQBT96/gmq2r6j5PoYjcTy8shbx5Ax2HTpLa9sSpgIRQmWeIjqpd2xoUoW/NoqR14BJabZ93ZfocawdnxW2VkEo5DxW84slUnTxMaNnGi0KvLDJRsCwfbDOXCfIRuM3itI0AvsMjeziVuMyi0sA9Pc6m/gB/hmQiFkyBhZmuzBR+yLnN7/z2nXITznw/Hx+s3sEo9enQciK7HMnu4cNbTX02kkBlE7/mF4rNwBZmPULufHC7ta0dQxZ95e3uBDRmyBjZkmhhCnGj3BpYgq//PAyGqvL0DNyDVVlHlyfSmI6LePND0bwJ4/ejm/8brsaHHUNC0uK0TeqVOzpG53Edz7zcaUhdZG7t7EKz29pp2Xb4omU6rRTzATk5djcXqdG2Y4hmZ7ByYEwdmxoFppGyItCzA47NjTR44jAtuKxs05YfjfgxDRjx7nIC2qzHYOTSFO7Y8pmcdnWUW97cch2QTIbF39/RE7zbOIH+GfAFuvmzTBmC77ZfRIt7OT/vNmHbecXPaSEoPLusD4rfvdAFg8lPUKNcGEU1YxmF2ZApv4Evqg5e00uS8cxJM3/ZAAlngLIkOe8tu1UWr9NO3E+TPPZj0UTWLigENPpNCbiKTrphiMK82g8lkBHg+LQJZWxgIw24CkqwL7uSwz7R6tJZJgpaWYjZHcLqbTVe/k6fvCFVqr5EMFg5mA1c1IRQb119VJdMWkerJbImzL40PlsaZNOTTT88WaBZnwb2ewGnJ6TzaIicprbWcj467SKcGavx2zB56/ZyplL/l61vBKrllfQY8guNpYQKX/K/I4nZ3Q7G5Gfih8bWVzIGAk2t9fh3XNBnDgfphTpL21soYsKvzsmWTtXLb9kya5yinkp8IuYYidEhMWmk5i6Saw6BRLA1jO/en0K16ZSWFAkYTol4/p0GssqS/C5tfV0El+fUiboPY2VQprX1tVLsb/nEjr9IcgyMhG33M6RTPzQ5DTl1H/nM3cpCdaiCboY8BONRDKSLS3RSljBYBZ9yGpbZDtsN68KC1ZLZFNAsNdmJ+UBfz/4c5zSHu0uLCw7iu3fidnI6TlGfdvtw8i8YrcvK9+MlVNYZAo0YumwbbG5dUTRtXyAU8ZnldKZBncd6seODU149o1utVKVPlfQ5vY63N88qnsuJOYFgFAp2tc9otnZuDVtHaK11qv7LjkjzanDlgUr7BcuKIRPpVhWlBTDu0CR0DMzoLlE7mn0oUQtfTUcmcIRVYs4T4sxZ5xAjdVldHIBwBSnyZAXjuQPaalVone3ddRTBoJI0ydbWpIzn53kD6+sNc0vwjInWA2OvLRsgRY72NZRT1PNsrnHybXx5efMYOecbR3a3OjZpFje1qEtoMH3byaE+WhdJ1G2Zn2bgfWtOLleUV/kOYv6tuMXIAK35+IE/Y7th02Zrb03yrt0aihCf2dzzX95YyuUmratmnO3r2vCzk2t1CFOnn/v5euamrjsvfrSxha01JYLnwsbPcwugs++0a0uLJJ2ZyNQ6PKFeSnwRYFXLDd/LlHMpX24Pp3GwlJlglydTCA6rYzz8rUp+oL88O1+TKnJ3+LTSQyFY6gsLcbXNPQ9pd30jIwdG5rot32j2mjezPfX6SeZfMcCIZVN0KQ7XhGyNTQzJpnUdnJ3kxf+YO+ohq1DaueWFheYlofj4fMqWTrZ6+bH6lRAm52TzUIiGjNfQMMOWMGQTb+59M0LaqMUE2Z9ibRzFnYK4PCLCKtAiBYyMk5SwarTH6K/s4VIfvB2P9iatix6Lk5g16F+7O3KpIP42qO3o6XWi2ceabN9D0mA1bFACNWqiYs3g25f16hdKG7y5Gk3HVLpuXfOGqHUIyE5lXmQ3gUF+LNP30FZOsTnUFGqOHcCwUnEEmksKinCtakULqqc/fF4Eu8PhrGmoQqB4CRODYVRX1WK4Uic8n4BYGWdNl8PyUaYVO/R3csrqFnmgRbjtAqKkK1Ep38MXYNhaj+3k7ubN5vwzjkiQJxQDMn2W2S+YQPC7Nq67ZyTjcmIIDuqpr0ANDv9WZljROMzY9yYtcXTcEW0XQI7QUZkERHRO1mKMZk77O98+gLWtEhombFpPS1T5G96fzCMQDCKH77db9s0JmqL/U64M3Y1fIeQ9JdVLChsPheIcYKxwefFL89cocnQyFKwrEKZjC/s78XJgTBkWVkEiC3/viYfQpMJvHzgHL75jx+i0x/C0soSPLyyFs01ZTSXUJU6mYjWozit/Dh9YQIPr6zF0w+1UrPMncsqqFZDwGp129c14eGVtTgWCFFNq/eyGohikuiJmAdIZR/dFhZajcoJ9nWPGFZZYqMq7UJcezRzHdlq+lZmDSPNmew8WAFjR9M268/u8bzpyOzeGMHyHJt8AXYs5J6wi9OuQ/10l8D+zpcWZHcg1eXKuVKBVl5s66jHAy3VCASjmp0r+Z43JVpdP8lTRXawRu1n7snsafjzUuDLM3ptoVC6OUw6ui2VLKNrUPHcewqVHPgA0HslSretC0sKcX06hYl4Cvc2VmF9aw3urq/E7qPnsetQv2qH9+LLG1uxankFpW2ub63B9nWNGrNAPJHC+tZqPPnJBqxaXgEgs80lmStZdgprTmBfFpI/p9Mf0gWViEDy3SiJ17Rb2Gy0WCKgTg2NC80FxOfAZk+0A3IvzMxLrECxC7NzzISzyF5vJcytzChG4zMrwg3YuzdOzyFV1QDZtvlNf09Udo0aEQ5k4kiIwOVLC35pY0um3rVAXmSU64yi6PN60NFobEoUQZQG2ef14M5lyrsn3tnMXnrkeWnS4VdsAHPO0CkA8MUNzXjj1AVMMXn5w7EklqqUykQaiE0rvy0u91ANxutRNPvyBYVYvaIKu989j/Yli/DkJxtwpC+IqWQagWAUP+48T1MtrG+twQ++8An4vB5NrhtIEj2m0x9CPJFG7+Xr2LGhSUc54wUxH7lqZQbSIpN4DYDGJMKaSuyaPditOQmO4X9nP+n9dkixNDrPKR3S7BynrBur44mT08iMIoIRR56FUQlDJ2Pl7wmpTEWiX0kiOyemL2LeC00maBsk7oQIXJEyIamWAImzCCjRsSSiVsuFd8qRF7HTAH29ZydKSS6YlwKfzaVDMNeBV54i4Bu/+zH8rxODmu8XlRThrqUVOH1hHOULCjE5rY5RyjhGfV4lPfIKX5lm6zscjmEoHENadUg315YjmZZxciCM9iWLhHTFb/7jhwCUwuRrG3x4s3sEg6EYigslU6EZiSWw4/UuXT1Pknq25+K4qV2TjSTludK8bdbOS8/bdUW/84E9fN9OKJb55stns4CIzhMhG6qn6Dy+r2zSJBtRXNlnzEa/WiWyM+vju//0WwBarXlbh1Gka2Z3kdllZM4RCWkAjjnyPq84DfL2dU3oGozgWCAkrAc9W5ifAl9gwy8pLpjbSFt1THJauxhdm0qhRLV/U2EPaO13GptexuhJJlLtwgV4o+siSooKcPfyCpwcCGMqmdLxyl89EqC5QD5912344dv9GAzFqPPIzNH37BvddGvKChKi8VjVrGXbYgWLKErSrrZnV1CK+siX5m/Whtk52Swgds9jKZVONGWr+IPM80npxuA0XXTmGafp4qF14OsD66xAtGY2sRmhZ5JUIKyQ/vLGVvRf7aa0TPYckZAORxM4NRRW/7JvIjZKdyxJBqabm7ym7U2HIoFnIhRL6r+8kVDthFJhAf0/oCR1IzZ8ACguAJIzQE15MZ567T0880gbhsfjAKB8qpOEzbNRoubLhySh95JCw3y3f4xG75KXks3Q96c/+4BudYlm/vKBczQKkddeyAvwzCNtujB4UvfW7ktKBAtva2a/z1bbIzDL2piNBu8k6Ij0lesCIoLd8/jU1tmAN+Fon0+RxsxnVe+WQP+MtYsHb1pysnBtXb0MPRcndInNjAKZ+CLmLESavNbUYy95GiBmIiltjQnNRq7T1iFaaxfO9RB0IH6FBUXaZXsimtJU50rOqCUaJYWb/qc/+4Ayc65PpQEZauDIUnzrzTM43BfEh5cUxg1koNM/Bp+3GIOhmMb2/uqRgCY4i3xqaWFaykQ4msDLB/rw8oFzqCrz4LWn7sX7g2HV+ZsJliIvqaiEHg+WYSIKqAHYAJhGQ0enFVOFdWzaCSISOVXtsGGM2rByrIqcsXZ57izl0fjY3NVEoxgLduyZRU525Mhmd0Ask4pnVzlhGxnGhBjQHElsC/nUQnkHTg2F6T3e1qHEoijsmkuCcwwgYCKR2AJRiUPXaesQfiYClaCsuGBO8+gkUzP45psfas02AGLJFNqXLKTc+cICCakZGRcjcaxvrcbXHl2J//j3p3FpYgpLK0pQ6lEWgmT6Q5p1sLhQwuG+IBKpGVoYfX1rNdXcCbd8fWs1dm5qQzyRwu6jAxgMxfCtNz/E2oYqbF/XRB1oLO+aaPHERs9uyVl7rlEiL36rz2vBopzmBGZatVW6AKccclFfTlMSGJmt7MKJmcfqWFH2TeexANaCh/UPOWHvGCXTI3OOfOfsPhqM10hjNtGkt65ehv09l2nQFlngSCyKE5MO8RGwJUYB6PL8ZI7XpnzIJ+alwE+l9YI9IVzFbxxSMvD6r4d031+fTuNCOEb/Jg7Ya1MpFKs5gaKqYL+togTx5AwafGWUafPwylo880gb/vRnH+BYQMmNDwDJtIw9xwewfV0Tx2hRdge9l68hmZbR6Q+h0x/SCHoC4vA6NaQtmAIotnvRlpyHkR2YCB02gdTLB/oASDSlhBmcLhasYHKSZ8esDzM4taM7jRtg76OdtMKAczOPnZTNpB87BVxYGFFxRc/JLiMKgJrgrFHzvagAiVEb5D7y7B7y29bVy4TvCgloFM3f7eua0HNxgqaBIHNeVGfX5/W42TKdQ6CR3Mh6hgIUSTCsp0u0fnaIjdVlONwXRPfwOCbiKVSUFgGQsfvd8wAU2uXahkpsXb0M33rzDALBKO5r8qG5xouLkRhODiiZ+QjFjtjg72n04YX9vej0h7BzUyvurq/EmZEJSonk7alKmgWlPKLIySoqMMHCyA5MwDqUyW7CTn53I8ea2fGKYDL2U4jOMWMCmUGUXtgMvGZrBd60Y29n4MxUYMR0Eo/PWdtkXvCRpmShdHLvgAwVlVSzYneUnf4xVRGSTX1M/Nxm2T1Wuz12N8zPXzKPyDWR8ZGsr2wRoi9tbHFr2jqHVpuXAMyxgg8A8BQAbKCtpxC4Y0kFUqkUeq9EqbBvX7IQ61tr8cHFcZpOtXxBEU5fUGzd9zX5KMf+5QPn1C2mYtp5/YSyi2isLsOn2uuooCKUOkWrH1ODspQi5ccCIWqT5IN1yEQmRSR4ho1ISPGaEpsJ00hwsC+Ykc2eP49v2x6cVRPKlvHiNJhMZLpwynwx0vYJ7BZZEbXBphUWLZRGbRuNR/TsWAew3XrGPCOKZ/8QZYCQDNgYA77QCL/7ZAvMbOuox9H+IA73BfGVn5zGD76wxtH8BbQmHHLurkN+7HhQW4fCrWnrGFpftAyFuTOXQj/FMipVJNJKSoESjlY0Hkti99HzWLOikn43Mj5Fc+WwiMSUreyaFZVqMrU+taBJBP1XM74MMiFPnFdMQWsbKjUvSmhyGruPDnCpZJXz3j0XpOHkX310paWdmjUdkERsRnl0CHxefZEW9sUQ2ayzCQRi/RR2BWo2jBdeeFhBbIIxF7Kic820/WxorJnjzRdKp+wnVsPlc+Ds3NSqS50AmMdTkP4DwUn0XBxHPJHSsIYIs4g1FX15Y4umiDm/o2FNbIr93kdNoLyJj52/PET+inA0Qdl5pcUF2nvnJk9zCoFk5+5dkQSk5Tm18qCwAEjPKCyB8gWFmJlRCrRUlnmwrWM59nZdBAAsWVSCJ+6px+DYdQxH4jg5EKYTLkCFukypljsebMbYZEJjeyYvzsmBiJreQBHEROh/5Sen1Xa0W3KfVwkDPxYI6TQOlmL38oFzAGS13cz2njXZOK1qxfLwRYtLNho+O2b7ZgPnrAln5hAjOK9tmo2vgh+j6F6ThdJpu2a7Dz6y12qRtBNPQeiUbXULdfWX+eR4h9Ra0jwtkxfQgFJkPp6cwY4NTSgV2PDN7itp64GWaprkjeysSapm7T11WToOob9RhZwNfa6FPQAsrShB8HpCFfhFuHJtWvlBnsH+nsu4pGbGfPTOOsQTKfzzmasAFI1gc3sdwtEEWmrLMTIeByDRwCjIMgLBKB5oyRRIDgQn8aZqtulo9GleqD3HB2kxdD4nTiA4iV+duUL7FYHYTwGgzFMk3N4rJRXHEE+kLJ2y/PYc0NdgZY/LJnulE5MLfz1OBbgTfr62Xy1ryk6//AILZFem0Wh3QNrNhrlkVsCeHGt2f9jnbXwflLeaaM18n+yu8Bc9lwGA1oYwMimx9vnnHrtDeD8DwUm8sL9XVxyFnWerlldi16F+zVxS/GDcTs4NvHIK/Z3iY2xvtLAnVa6KCyQkVSbOlfEpJGVlMaooLaYCf2IqhZHxKSwqKUJFaTEgy9h9VMnOJ0Gx7REKHLHZP9hWg3A0gbUNVfjg4jgArWB/YX8vjaolQp1M0vqqUgAZMw8L7XnaPPkKM2EQ8UQKOx5sRmlxAX0J+ZfiYO8oOv1j6PSPobp8gfClYQUaG5xjZdO3oihapf61I7RYQeQ0Spb3ezhN2UxgdK6d1MZWsGsey4W5ZBbIRRZss/tj5NBlr59fJPk+WYcov4NiTUo7N7XR77d11CM0OY3ey9cN788L+3vVMfXitafu1dwv8hmJJdBzcZzGrhiZy0QRw/nCvBT4onz4c+20JfVXkkwhFm9pEcZjKaRl4DqT3a2joQpFBRMYCsdwbSqFDy9do/x6GYpDNjSZwKfvug3rW2vQvmQhSj1FGAzFaHQtm8EyEJxEdDqF+5p8+O5nP06FwrfeVNIq39fkE5pZSC7++5qq8N3PrjJgJvTT/qxKHMYSaUSi0zjaP6ZmMdSaYUR2WSONz2p7b7Ug2LVn2+2Ph1GunGzOJTA6Nx/XZ2Ye48fjlLnEa858H07urWhnJjqf9EsEcaZPY/VZq3VnmDNffXQlqssXoNM/gH3dI8J0H4QxpnxmwM5htpRnVYfHcJEyihjOB+alwA/PdRoFm5CYSbe+tQZHzgUxen0aA2NRbFxZS3n7xYUSvvvZVfjGz/8Fw2FFqO8+eh5nLk3gWCCk0jOX0kRoDT5tBO233vwQ7w0qwViskG2uLUenP4SVty0UCgeSi7+l1ouqMnF6gFgijRPnxzROXREUp9bteOq199DpH8ML+7WaEGmP/TSzs/MaulHQlKhdAiemGXvmBHH/IhqqGeyeS8ZvFPRmF1bplI0cpHYhcsayYLVwq7ZFOzP2fHasAHTFR1jz3OGz2kAxtm+eKUPJDdEEdh3S131uqS3XzWcCYrJh2Ti8GYe95tmkZc7L1AqkRuzNCDazwmQ8szCVFBfSyO+r16dpvdqiAiXJ08HeUZwcCFO7foOvjArveGKGml583mIMhWOaqMfmmnLNJ+1TzcFDc/FweOaRNvi8xQgEo4ah7WWeQtxdX6X+ZW50DEcTaFtcjvuafGhbXK5LC0BeOJaZY2Rn54/l++EZFqJjnYTtkzbsFj/Z1uE8Z77VuXzqBTJ+UjrSmUM4A7JTK/MUCdtgx+M03QR7vpHGyubMt2pf9CzJ+fu6L2kWrm0d+vQF7Pklxer8L9bPf96sQjR1s7rPIojYOMrYlfNJ9TgWs0nLnJcCv6hQ/wAXLihEWfHcV71iHce1ixbQB/DhpQnMqEnVfF4Pvri+GUUFElIzwI87B7C5vQ6N1WUAlMpXQ+EY+kavYeemVpR6CnG4L4jG6jKEo0msb63ROGvf7Vc05CrmJQlHEzhziVSr0k6DQHAST732Hn555grC0aRO4LLVs1586ywtnMJHOPIv7t6uYew+OoAyTyF2Hx3AnuMDpi83ERQvPbEagFXumAyIk61H9WUYwa5gzeYcswXJqg+7C5STRSWbayLniVJj2Fkk+fONFku2f9I+W5jcCuR8lorp83qo+cmoVvEfP6QUMf/jh7TZMjNRu20av9We4wNqNHu1zp9lhD3HB2kEPDmHtL++tYZWj9PAOTnLNualSUdm8uGT6NXiQmBBcRFiybkx95BxsPEAwckEJZCm0jO4OqmMraS4EP/j6HlaeL25pgz7VHNNVVkxIqrJ6uRABGWeImo3fPfcVQyGQOvVAtBo/myoNqGF+bzF2Hi7NlMgsXsmUjMa5xV7rmiLzoaWi8wSrFnk/uZRy2yY7BbbSei+XceikYnEKFZAdA5/T4yuJdfjyXWxn05MK2aRombt8ON06gxm+yXz1Gi3Rn4jz46kIbDLBOLz4Vv5cX50JABSxJylZfLBhhkoCuPaBp+D3ZSsnpMhRJD2d2xoQnGh5CiOJFfMSw1fYrLiFaj/nU4BY5NzZ9snIpN1Hpca7DhaF5dzDk0JZLJFYknUV5VizYoK3Nfko1vZnovj+M2worGfHIhQreH5Le1U8+frc5Lvv3/gnKb/57e04+GVtfjOZ+4CoEQD7jk+qDlX0eib6MtEnFykLq2Z1lhVRgK+ZAc1Z+1x1chL/vyWdscmlYxQ0NfcZdsXacpOTTii47MxZ9g9l5g32FJ/TsfJa/t2zDtsv3ZMT0Qrd1o7FoAuYIndjYhq6xqlTRaVRQSU/FEkU61dbF29DA+vrMXG2xfTe0XuaamnSFj+0agwSz4wLzV8VigQQVtSXICpZBrpuSbfM0gy9p2iwgKldu1UGv6rk7hLrXkJKCaW7zxwF34dGMPIeBzDEeWfkv2yFYCMw31BGol7X1MVFSRVZR4srypT2Tva+pwPttVgMHQBzTVlmnFVlXlwf3O16qjV7y+1zIO0msOkTR2LcWg571Dbdcivy30igiJQZHWL3Wh6T+1Gp/Lt885Po7Fk44y1m9wsG63f6ly272zyApnx6O2MV8TqEd0P/ruORh+OBUJwQkYXpUog0bwkIMssSI9lE4kSp7EsG7YNdv4c7B3VXBfxLwCKA5nssFjaMR9H4rJ0HCOjRhMWZCh6czB3CB8fgJqfW0ZRgYT6qlKaFz+VlmkEbVEB8B82NGNf9yW8Nxih7VSWFqPTH8KGtox9/Wj/GIYjcdxdX0Un3J7jA+j0j9Hi4SxK1Bejb3RSk1SK34aLsgPyZp3N7XVqPh6tdgXoTTpsW3aKnBhvsUVwbgDlI3vN4NSkwbYPmPPn7bbthHdvFVBlp20CntNud7x81LGIecWP027eH3bcvFJAnKPEfMLvqGR1JyBzOwJ2TrNKzY4Hm3W7BPY8Yopir4s1YwK9QjPjvu4RLnmaszKKTpCTwJckyQfgpwAaAQwCeEKW5YjguF8CuB9ApyzLW3Lp097AtFuh4kIJnqICRLlc9DcSRNAzNHwsKJaQTCv577uGMretqFAR8icHwkjNyPjREb+mrcrSYozHk3igpRohJi0rWTA+GI4wAlzRkEbG44jEtJkCCQOBTdUAaO2o9zePYnN7HZ59o1sTRcjT45Rsl5loW5Ew4LVawne2MuvYtckD2aUAIH3bWXyMNHkzQWlXGNu1yTvh3Wdrc2fbJhDVtM1mJ3K4L4j1rTWaPDqsYHSSFplA2dn5sXNTG3f/MxXi+PbKFhRrPtkxHOwdxb7uSzQD53OP3UE1fKBX41vgfVP8nCe74ee3tGt+J2bQHRu45GmJtOYzn8jVSPR1AIdkWW4DcEj9W4S/AvAHOfZlH1zSoWRaRnQ6PRuRyrYxI1A4E8kZ6pitZiZp6+KF+NERP/1NKUyuLAilxQUYjyvMmTuXVWD3u+ex65Af8USasnhODkSozX37ukY0+MposRMW29c14cn7V6Cxugz3NPro9yy7YVtHPXXivrC/V3MMmchKgJYSbcuXKzSzN5OXtEwt9GDGWjFjW/DHsvRJO2wPcg6psGXVhwiEscT6Ovj2RQvBzk2tNL+KXRAbsNE4Wdu6FVvIqG0RBZP8BsiOmDqi9tc2VGoqpJFx7uu+ZHgfzWAkJLeva6TEA/4+fXljC3zeYl3yNDJ3SBUv4qsCJOpbEF17VZk5u+qF/b2cQiBpPjKYPZpOrgL/cQB71P/vAfAZ0UGyLB8CcD3HvmyjqFB/WWXF0pznzgG0z9bD8H/vuG0hblu0AABw9vKE5sjWxeXYuakV9VWliCdnUFFahLbFC+l8aKwuw1QyhcFQjKZJID/6vB5sVE0hzbWZNLSvHgkAAIYjcQyGYvjh2/3C8Q6ORWm0LR9FyE7kXYf8qPYqGQPZCW9Ez+TL4lnR/ZwK8myclLkJHecvqc+rpOAljm4n55nFBDilToraFlEwMwtjU1YLI58CQezkzr+w67k4Liy/ybJ0yPhePRLA5vY6KujJvSC+oTuXVejGzVNJRQslOxfJ71tXL1Wct8UF3Jy+eZOn1cmyfFn9/xUAOfGLJEnaAWAHAKxYsSLrdlpry6l5o1DNipmYY28tGQc7imkmsMIfjGJcpVtevZ5AQ3UxFpUU4dpUCiORuOokU7JnTsRT2H30PHZsaKITaXkVSamwGMORGD5RX4WnXnsPz29pR5UaiFZSVKBLUfz8lnYkUh+irW4h1QhZO2tLrZc6sPhUCJvb6/DuuSDqq8osozRZOiBvDiJt5TOXC9kV7Dk+QDVop1Q6J0InG0cbHyDm5DyzCFuRGcdJVLFV+0TwZ5ugjeSqFzltjSpKWcGI2bLn+CA1IfFtxhNJzSc/Pi2UudB7aUKYC5+dkwB092XV8kq0LS5HLJGmiwf5PRxN0IpYe7uG5zZ5miRJBwHcJvjpz9k/ZFmWJUnKSarKsrwbwG4A6OjoyLqts1cyRbGJnJ+Z41w6ZBys05bECxQVSEil05hKzUACsKi0CCcHwmhfshADY1H83j2KWYVE2d62aAGuXJvGVGqGCuzmGi/WNlQCUIqgXAjHEAhGkUh9iI5GH3ZsaMYHFyM4ORDRhHj7vB48eHstXnzrLPpHr1NGhfKSVKO5xoslFaU67R5QbLrHAiEcC4SEpdpIyP761mqNgBbZm52Ek69aXoFVyyttOQsBib5cdh1gfG4TI/BBRU5TNRNntN0qV+x52dbnNTrHybHZpnTI+Er0ZTH5PtmEanbuTSYQSuIWd+Vla1+yULDgaSUrPz5WSdm+rgldgxF0+kO6FCIiJhLbHhHw61uraaU5PnUzez6hos5J8jRZljcb/SZJ0qgkSUtkWb4sSdISAFfzOrosMXpNv8X0FBfQNKhzgUIoGTtZW36BVACA2PELUFJUgKnUDK7FU3h4ZS16L11DPDmD//rPffi//497kUx/iKWVpfhnNV3x+eAk9nWPUKFLKJo7N7XhE/WV+Itf9GJZVSmdbKwfgH2piHZNgl2eeaQND6+sRVvdQux+9zyee+wOnXZPhDmbH5x/aWkOkQ3NGjaRCHbDyYmjiy/UYoyMtm6l5fLZOq3AXq+VczQfGS1zyZ3jpC+zY83yG9mFSIvn+3RKryX3VFncZXz10ZXUPELownYd8uFoAqeGImocwCC++ujtGqroqaGIbsfIL7LaPjK+OKXmrrI48feRnDObtMxcl5B9ALar/98O4M0c28sLqsv1L/Ncp1WQBHe6unwByM5RlmeUVMgAFi9cgOe3tNPi5VVlxagq82BtQxXeGwhjIp6Cz1uMrz26EqeGxgEodvx4coamFPjNcASBYBQjaoWsZHoGOzY0a8LFiaNxX/clvPTEamoe+uHb/cpElGUhDQ3I5F/pvzpJ89vrg4nUdK+eArogGNl7iTZzZmTCwibsbL9LbMWknKOZ/d+p7Zu9Xisn9bNvdOvadupQJeOzCmAS+U2cBG2ZHUt2f3ZLNxqNn58P+j61ZjV7OXyUOUEEMpmjpEaD3u8gnks+r/KuacehOIAfaKmmWr5dbF29DC21XlpjmvhH+KIoBGS3ywZK5gu52vC/B+ANSZL+CMAQgCcAQJKkDgBPy7L8RfXvowDuAFAuSdJFAH8ky/I/59i3IYoK9MJgOqWsbnOl44vSM49emwIhFUiShNHrSj78phovXtjfS4ub37FkEd3+A0ounS0fX4oj566i0z9G7ezdFyK0+Pmq5ZV0gpM0yPc3V2u0JTbSkN2WEnpZSK2aJTKzsHZLNgSe1WxYiqSVVrh9XZPGjmmkhTktRmIUti/qIxsevN2dQLZCku3TLKMl31++0zw4CU5jjzfa0Vj1yZvVRL4g/TmNODUUQad/DHuOD1I+Prsgs36HUlXbKuXs9ezOgM+Zk4nit6dwhKNKimY2kAvI+Kza6hbSoihGmTrziZw0fFmWQ7Isb5JluU2W5c2yLIfV77uIsFf/3iDLcq0sy6WyLC+fTWEPKHlpeEQT6TkT9oD4Rtd4i+niVFRYgAWFyv/fH4xg+ycbof6JkUgcm9vrKANnIp7C6yeGcGpoHDs3tWL3kx14eGUt3huMYDAUo0FWm9vr8ML+XiZLJjdJyeRlUlGQqMRtHfXMiyCe3KuWV2B9a42OfcBrbcS+bSbwfF4PTelg5rhlNUEjzZkHy0pi6aZmbRu1QQRZNjsBO3lhjMBqq3wbRvRJJ7Z1K3qo3d0Ff7zRjoaM8Z5GH5567T0EgpOa8/lnYYd1pWjmlQCAU0Nheh67k2DvDU/LZMe+61A/ei5OaL5XKsONCSvDmd0HMvfZ50+CqyBD/6zcmrbOIIqqLeJKHN5okMWGrXgVjCaRmlEibRcvXIDTqmf3tooS/LhzAGlZ2a0okbYjmgLmjdVl6PSPYUNbDarKPKivKkNFaREm4ila6YqtpclOKlrpyqfw9ok5hd1FAHptmiAQnMSO17sQCEaxc1MrNrTVmGptIlYOoNUCAQiKVZjDruZslnvcLuza6+2mUTCDU3t/tgFcBIQeqtSXLRSe67RgPDtes3vy1GvvCStFicbIs67ItbPtsjvFPccH0XNx3HBnaZQ8bVtHPY72j2ls+Ar0idCsQO4bW58C0MYL6O/3zUvLvClRXe6h5hGC4qICpObQaUvMSZqKV54CjMfTSM3I6Awok7KoQMJXHmnD22dH0ekHUjMy/uYdPz7ZUkPPqywrwrOP3o6f/2YEm9vrsOf4AC11yJYw3P7JRnxwcRz/YUMzndDhaIIKa34h2Nxeh78/eQFD4RgAWRcST14uskUlZQ9FQsksvwgBK6gAODZ7GL1MeuTG7ebpk2YC1ak5xW4brEORZ69k6/y1aiMXFhIbmGeUfTQcVeojJNOykAUmGge7MAF6+iNrmiSRseycIk7/WCKlo2Wy/axtqESnfwysD8HIzGNmVhRFJ/u8Hg2N1AllNlfMS4FfJLCfpOe4xqGod9bXcNvCUlxMxTGVmsGPjgRwf3M1/W0qOYOtq5fixPkQzl65hvFYCv/tUD+lXZKI3MbqMvzV5+7O0Lt+PYhwNIkfd55H3+h1+gIGglH4vMV49lMrsYY6p5TJORSOqRkBl2kEC2tDfeaRNgDQCVpWKJHdBZ9fhJ3cIiEj4mYbvQiZl0lcdo7AimZp1Q9Pn8wmjYKTPp1o80Bu5RrN2nDCQjLrZ+emNmFmUDJHRCwwUTuxRBqEhabkbhoRxjCQawkEJ9FzcUIzT7X2cSIolE92J8jOGX6sRoqLyL9AxhaaTGh2mWz7/PMw8i3kA/NS4EcEJQ4TcxxmS/Lhs4gnZ2hw1XRqBlPqojQQnMTdyyuwtKIElyamUFQo0XKDgGKC+ZNNbfj5b0aoMG2sLsOn2m/DkXNXseuQXyOY2xYv1CRDe/dcEMcCIRw5dxVrGqqEDjky+UPRBKq9Hg118/7mauH2m802SDQrkj+EsCNIIipAn8yL1/7MHL2s1g3oNT0WRgKRHS87Jh68sDPT4u0KXxHvnF0AjNrgx5KNdritI5NF0iwgjTfFOeXHsztHPgWwE0c2+Z3sFJ577A4c7B0VxjCIdiVs7httJSt+56d8xhNpzT199UhAx6gxC7xinx3Z6Tzz96c1fbA7IJ5mu3X1UvRcHHeUhtku5qXAvxiZmush6CADKCmSUFxYgOsq+yaamAEwg9LiAvyfv7MSf/lPv8WVa9O4OpnA7qMDarDUOC6Nx3H6wjgeaKnGyLiSCuHvTl5AcaGEJ+9vwPmxKDr9Y2r0bTPN5U0EcziaQP/V63Ty37msQpN6lt3mZtg4ysQ8M6LUzY0lUpYBT0SIkbTNxNzTsrGcsiP4oilGAkskENhjWa1b2erbz6zIj9eo1qoRG8epDV8EJ4sIC34xyMaEpNjsC1XTiD6pmFFfbH8ks6jZdRpF5LKMI9YkCJj7QMLRhJC/z88LdldytD+oscWzmvXbv1UWIZItk/zGB15lFpy06swd12jyRoFXBKRSlkKmyFS9MlJobtpsmTcrFpYW4Fpca0TRpCW+wbh9sRfByQQisSSmUmkaYEVYN8OROH7aNYxiNQfQssoSfG7tcmy8fTF+dnoY4WgSLbVe/PD31yASU2heE/EETg4oLIIffGEN9hwfRDyRRu/lCR0FDFBCuxOpGXUiVXAJpfROIpZSua97BKeGxtHpH9NoVPzLyWo6G9pqdVoQ2ZKzL7MTR6+RicFKqzYSwkbOZAKjseXDhs+3kY3JxOg8O4tOtosWK/zsLjSixW3XoX7hXDLbbRkFN5EFha+qRfj0nf4QWM2anMdny2QXFp4iTHa9bPI0kSYvvm/Ke3XnsgrNwsQXWCcwKsySD8xLgd/oK0fPyDX6NyksAgCfvrMO7w2GcV+jD2+dGcXihR5cvZ5AS00ZAmMxfPrOOpy5dI0yYuqrSvHJ5mr4g5O4GI7h6mQCT6xdDn/wOk5fUARuVVkxXn5iNfpGr2NkPI7Xf604UJdVlmBkfAqLF5Xie//2brz0qz6kZmScHAhT7vyT9zfgWGAMzbXl6PSH0FLrxe4nO5SqUK8cRziahM9bjN1PdsDnVep0vvbUvfjmP36I0xcm0FxTDp/Xg68+ejtePRJApz9EKWAANGaUnZva8ODttYzJxg9SkpDXkPnJ3+kf0y0iInaIkaZjpFU6EXROhDyBmSZlZerJNqI1lkg5yt+TjVnGLBbAzqKT66K1dfVS27sq3hwkuq+kzx0bxDnnzcAqGqz5xszRCijZMvuvXqe0TPaesjEpbP4p9h3iz2F9DayDlrxfbEoJdsz7urUOXRFdOl+YlwJ/dX0Vekauof22cvRemcRjd96GSxPTaF+yEKWeIvzyzChuv20hVq+owj2NPvzw7X7UV5UhMDaEyekUhiNxPNBSjY5GH0gBhZZaL65OJvDwylp8/V99DHuOD+L0hQmsb63BD77wCfi8Hqyqr8Se4wO4r6kKJwci+N2PL0H/1Ukc7guiuFDCD39/DQBo2Cukus6WVUtoCHhVmYc6V9kFgLWdkoLkVQYaK5AJ3WZNFhmBkrFb8i8/P4lFPGJATNVzYn82Qz6ck6Qdp+yfXJg2diiO+ejP7JxstX7+fFFNgVzujZ0xG+WcNwNRNL7yk9Ma8w2/k+DvAU/L5J2vX9rYgpcPnKPFT/TvkNYcShYVPlcQu+ApvyvKJ1lUeIeuW8TcIUrUtMMdTdV4/BPLEUuk8capEcoXVyBrBBrJPPnMI23Y0BamD5bd3rFCj9WKyQQgWvOOB5vxyB11tK/MRFSSLpHJ3rKxXLVLFmo0BPJ3LJECuwAYVQQSaXvE0fTwylqdnRQwZq7wGrGZ2cNJwjPAWVIvo8XBqTZsNn47pp5s4PR8MwGbrz6cCGoj27tZv07MSKLrNDOn2IHIfEPMiMQ5zd8Dnpa5ub0Ob6jyINO3VRCUooXHkzP0+iMx5Rr4XQqrDBA/wJc2tuC7v+hVx0FMOLMn8eelwCem6JLiQsbZk9l+kmAMVuARZsn9zdW6bT9rpuAnqBZq7hgmOdnermG0L6lQJ6J+i8a2wwsnMjmUdiVNWD17Hnkx2a2klX3aSFsmC+D61mp1wTETELkHiLDjtMNUcaphZmO6EJ3jZKEx2zGZPQsn6YadXpfZfTYCL9zNznNiRjK7Tp/Xo9rhex2ZdYj2zJc4JGZEQs9kr4cmuFI/D/aOUv8XWZRIojcjn4XIXAPAsPZtLJGi0ekkJQlfi5f/zCfmp8DnQpNZhwofjEF+23N80DBPiZUAAJQJz2cBNOMhi2DkyGNt8GYaKb+VzCbwh+/TiMWRecFabYeZiyBauMzypdjRbLMVaGaYLVOGaDxONH2jdnjapeg+W43HCSNI1Ge212k3voIFYW3t3NRqSCQg7VFwcoKdD3x0NlEa+TFbMYgA1iGdomMsLpToToL3obm0TIcQrZBGwpd1aprlJeeFCDv5ATEPPBtzAgvtZCrUCXTxcc6LRwCZdAvPb2kX7op4iJgWuYJ9OY2283bs+NkyZazGxn46gd1zs9H0jdoxo11ma+O30vitqJ686dHoOkn7oWgCuw6dtZUimZ4zSc7JUIwJnRiwH6/BM2XIby8f6BNQmM3TIxvVrt1zfFC4i3ZpmQ7Br5Ba3m8jndDk4Ykq2rMQMT1YLcUq4o+0YbRgGB3Dt2Mm0HMNzyZ5bEhOEyth6GS7bxdmLB8nyJemzI/NaeARfy6PbHwIs7F7AbJj9vDnWPXJ02qNsn+ywlWBuS2bvSeZspQS7dMoXsPMdCL6LRxV8uSz7dtBPJGhiLPvOmtaZu+rS8t0CH6FJNrow2pt1wyUh9Z7+Tp+8AXjghoiziyrjdmpWmTn5eBfCHt+A3vnWoHYTZ/f0u5o92F0fXOJfGnKIuTzOm8kz9+qjWwWGf4cK9Mne7wZF5/0Y7fyGM+UYU0vfDpndnw8LZOFyKyy5/gAOv0hrG+ttm3GDEcT6L2sUMTZVAmZ0ovV+utzaZnOwFew39bBRtxlypNtX9dIV1kzRgBrajjYq3XE2NUmrV4OPkGXU8HCv0xOhVJLbTlNl5CNoMzF5MHCyditFqZcxmRXyOWyszEan9M8O7kwlwic7kb5c4zAn2u2wPB2c/smN1L4ZBzb10G32BspQEbZMsPRhC5zq6LdjwMA1jb4bJto93YN05TKJNBR+Z1k3qzSUUbd9MgOwRc0VihbPh1ThpgQrApd86YGEZvEaoJZTV526wnAstgFPwYjto8T2A04Mgt/zxVO0vBaLQ65jMmukMuVs++UiSQ6h+ePO2URWfWfzcJEwJ5rzcLKjo4oUtyIySiWSOmKhhOITCes+ZYQO8h3JPiQ1+5FJl/+XSIO28yORRsQxu5SXA3fIUQ1IZWHlEl1ygqqDP0ROm49gRHLgQh3VkhmIwSstrs8nAoFO7A77tk035il4RWlcgBy31WIYLft2fAXOG3TjrPbCfhFNxeKrBMWVi61XFctr8Sq5RWaHTRxIj/QUi30sfHghT0ZIxvTIho3MfnyCwS/ABBhL67LnKE4axO85RfzUuCLvNxawS5r6F5kIhixYHhYmU+ysYdaaejZCLt8bPVFbTgVtNlEeYra5u91vnYVRmN1wvPPp7/AaZv5cnYTGC26uS64ZguTyIxiF0RB4mnLbH8eQc50kjSNfLK+OpJSmTW1soQPdtz87y8fOKfa5zOBnhoGEFfCUKE4y7QNErg1G0XM56XA57dq+u2VOIiC59HzEAkDM3uoiNGRDRtCdF4+6YlO+jU6zgzibJz2x0Awmxo9AblePh+KFWZjbHbbzAdDim3HyKTHP0cn84C0TdJli9omKYid3kNivukaDKtZYDNzlU0ayC8ypD4t+VR8fWPo9I9hXzdL+PALCB8KxL9rK2Pxz4fX4HmNnzh0XVqmXXA2MN7GCUDjybfKh84HTrDHORXuyuS0n1wr20ReLBU1F6dlNgnE9MhPyTaiteVDuBnB6W6PHZsZQyWbsdqlgubLxGbdTvbP0axtlu5IynM6Rc/FcRwLhDQ5k1jNn014RsBTLxVfn7bSFbtLUCifStQ70eZFuxaeXcQ7o/niKsQZTNM0cKSTfGJeCnx+BRU9FHbLTPK3Gwk1UdCWHSaDkfbvJLlWti9zLoFRZhkms4FRbdxs4NRB6RR2Yh5Y5JpuwA6s2skHc4c938h3IHqO+UjToDBZQjqHqN22iSlmfWs1Vi2v0PQpSslNIKJlsmnByT1gSyZmaj7LdJfDm9P0i7+yeHQNhqmSR647lkgJnMFuLh1H4J0/RmwcdiHY0KZsyUQTnZ2s5HvecctSKglE1EunWjPLNrCzIyBwWnSaBe+EyhZO7eF2kC8Hpd38NlYwE8ZGJpl8+Fas2spmsbHyHViZ/Mx2X2bsJtH7xR5jtbhndmVkpy7RhYk4btnvSDsiWiZ/D9jMmWQnImL7md3jrauXYX/PZRwLhOicJde2vrVGUAjGLWLuCFZOWzY7JWtT5LdeBKIHyjtu7QRfObFls33bqU7EQ1TezS6MXkCnmA1tPF8Oynxp32bCOBd2i512zNrKZbFxssBYERiMwM8x0WLBLu4k0ZjZ4kzSgbDphonWrEtBDOOIVmIO5Yud+LwefPvxu/DC/l5HeW72dY8gEIxqgqxIZs5O/xg2tNVor2v25D3yz/u5CSCygfE2bTI5D/aO0ofpZCvFvoT2beXZPcnN7XVZFYV4eGUtnbBOwL6AJElaNshlDATEfs2Og9x7OwuI6HwyNjsJ7axgNRZR/1Z9G41ZBKO2jJ4hmfdmz8Psmvjz2WPZsbDXYOcZ8u2yTl7nc0hf64HE5JwaCjPjEL+PxBx657IK3XtHlMl93ZdsjiWTWqF9SQW9XjYzp8634NIynYEPvAL0Nm2RvdJuKDdvfzQrssDCri2bb8OMm26EXDVhXlvLxiacD208V03c6HwzrTlfrBej/q1MAE6u2an2b0d7J8V5RNdvd0fDmoUA86RlgN4EyY7dzhxi/U58gkRFwEtY31qNTn/GrCJS8FiaJSDrom27BsO6c/j7x983mlJBypiMWf8Cj1ziEawwLwW+6IYZBZPwtng7yFD3lAIlrHZvJyDKKevCyplmhFyEGv9iZyt4cxWsZgLGDrI5P1/mnmz6z4VdZYcnb2eByJQLtBfUZzdWw8y8xCs1Tu8b63faunopDvaOan5T2Dqt2NDGatR6DZ+lWT6/pV3jwI0lUpQJxJdMNIu2JeUgCfOLFIAn1fSIkknuhdPCQk4wLwW+yIbPTyiRA9Xui847iVjbvZ2JauXo4tuwcqZlAyu+Of9i5yp4zcYAGGcMdcr555HN+bk4vHMdfy7sKruxGlZ5gja31wm58iIYMbr4vkXkBZb1Iprz5N0Q0aF5mPkSyG+knOnm9jqFDy+wBLB+g/ubFXOvVZlDgE2Glgm2Eu2S2WIq7E6E9R8SExCbZTNfmJcCX2TDZyeE0SRVtlnWHHneScRrUGZsBX4sTrb8TpxpVsgsWvb45nYFV65RtfnQrnM1yWRjQiOw4pvnc0fjNPI1I2jFcSfsM7Z73dkwulia885NbYaV1UR0aLPrYhUxUXW4p157T5MC/MsbW9F/tRtf3tiqaY9P00DMLmdGJvDD318jfHZE1rQvWURNu0bjIJG1QMZprXUgz4K3VsW8FPi8bY5/MdjcGGQBIL/b4chb0Q1Zk4+oYg/7Yjkx15hpbHZ58/zY7fLN7bTn8xpnVrR7PfnYSeS6aOQyBrNz7YzLyY7ArkbPH88Wtc8G7DNnr9dscTU6h4zJqlCLWdvsfQBAd0iAlmbNpgAHxLRMssNiI2e3r2uidXb3HB8U7oj53QK7UyPjYH0jfG1bNggsnlQV1VmQ+/NS4PMRdEZbPPJpVLSbBe+otRMIY5TCgUU+zDVOtCynQsJO31aZFZ1o3LmOh+0724RmuYzBzE+TzUJidu+c7viyEc6i43h6cTbxCuQesVpwtuYwdmdO6JLse8oqXiQFOABdEXNyXiaydoCeRxzHoclp1fSipVbzhA/Rosb6RrZ1KGkcyCLCEjr2HB8A4LJ0bIMvXiASACybgK9xa8WdtvuiATBl5RhpPUawsr0avaBO+7HbL983YD8fjxM4NdHkYxHN1SyUDTvHbjsEThk6dvs36pPck4xt2b4KamS+Y/0V/POywxoi1yWKsRHlzmLNrRlWeoGmLbITiCdnsOuQdpF6+cA54bXz95b9+55GH1pqvdj+yUbc31xNr4NN48Ae77J0HIJ32pKbKapHqWgHYnoUC16oGtnpRZqMEZwcKzqewCnN70YJHYJczTTZLhi59HsjbfFmbWa7Y8qXAsHCrk1dBJ/Xg83tdXj2jW48v6UdLbV6Jg7/aYc1xI45lkgjNDmNr/zkN6ogzSwcAHS58WV5RvPJOpMV+VGhS6Wy8fZaYYFxs2fyw7f7EQhG8Re/6MXep9fR3xWmjwRtYRS4LB2nMEo+JPJ+K9pBJpLVSJDzgs2IYSJKsSCCk2MJ2K2rkzQLuZpZ2POz5ePb9SvYoYjaRS6mmRtpizdrM9sdk53+7fTJFre3axIyglXdZPJ3IDiJZ9/oxjOPKAuLHdYQeY+JMGfNm8pYZV396rfPXgUAlC0o1twPxZncCkCi10p2HyQIjI9gN3smz29px4VwFwLBKBMDoB0XACrc+fTJ+cS8FPgiupXyd6Hmk4CdyEbpFXgYb1GtUyw4PZaA37raFSi5mlnY829kndh85OLJ1jSTb1u8FZzY42dz98CDF9LZmMYUm7SEZx5pAwDqNLXuE9Tmboc1dE+jD43VZXiwrRZ/ou7sM1BMMKWMc5hNnsb6E7ava2ScyYVU0drxYDMgy0imM+mWefOR6F621JZj95MdeGF/r4bqK8qUCWA2c6flJvAlSfIB+CmARgCDAJ6QZTnCHbMawI8ALAKQBvCXsiz/NJd+rWBkAxMVJgZ4gWjvbrPnZJMUzSnXO5s+ZqOdGyns8kHRzLWNfNnic0nWlqujXcQHt7uQ8swWu9fD9k002DJPocZpatXnM4+00cWWtGXW3w/f7sdgKIblVVHdsaKKdyxL55E7FmtYNXwaFhKMRSJ5SQCX1fzizURsHJBx2cSbN1vm1wEckmX5e5IkfV39+8+4Y2IAnpRluV+SpKUATkmS9M+yLI/n2LchRIFX4ahxRR128tpJr5ALFZHASSk/4EbmPNciW+ZEPpg5+VhccjVH5WuBs6LqZjuGbOz5TuYAW9zeDlNNtBshEel23ynSJ5uxctXyStOaFYCyUCTTZ5BIidlxhFpJdscsS0e0y9+5qU1zDZFoEg+0VGPr6qVoqS0X3lse5D6tb63Gjg3N1BzLMut0SeFu4pq2jwN4SP3/HgDvgBP4siyfY/5/SZKkqwBqAYzn2LchRFnwyA1uqfXqtOpcnaf8Q8/VqSZ6mbLpw6hfJ+mWs11o7Go+ZuM3W1zsXn+u5iiz2Acn9588NztUXbtjAOyZw/jzs13EjJhqZguBz+sxdTyaBYNt68hQJFkHqhFaasuxoa2G2trZd4UvTK7AKJmhVsMmplSyUznYq1XSYok09hwf4FIcQ3cNxYUFdMFh718kltA4s2/m5Gl1sixfVv9/BYCpfUKSpHsBeAAEDH7fAWAHAKxYsSKHYekfJHvj93Vf0gRPkJvvpGg0+TTTxs3SApu9xHaEe7aCmHdSZ8OwyQdLZDZMLVbIpznKaf+sTyBfxWAA45iDbJlVomcrMgMaLaRO7rE24VmrLuHZ3i5t+nKrhVVrh88IXzbtgdH7mNmBKUQPUl+WvXa2mAp7HlmojN6nVcsr0ba4HICEVcsrdfcvEwek+EnmlJYpSdJBALcJfvpz9g9ZlmVJkgyNTpIkLQHwvwBslwkPioMsy7sB7AaAjo6OrA1YIuesz+vRVK7htZBtHfVZVXky0sbtFukQvWB2GEHZCK9s7PciX4Wd3CZWpp9chW82C1EurB07/ec6hlwYUPzuJVctnjU9WS1ubF9O7jFr1mAFNLsQOKmlQIQvX8ycrTELQOMX4K+BzG3SBjvXiTOXP0+0EPBjIvZ/lqRBnjfvzBaZpPMFS4Evy/Jmo98kSRqVJGmJLMuXVYF+1eC4RQB+AeDPZVk+kfVobULknNUHRGVqSrJOFafRqkYaltOUroC9xFAE2djS86VVZ8PD5mHGgnFyvmh8wOwHeBnd/1zGkIsZjJ8j2ZqiRKYnq8XDbC6ytE5i9xaNmY9lIeZXM6XJiL3EZ6XcunqZcPFiI/K1O7AiGlG7Y0MmYZpo566YrMzZfEpCtLQmPw/77j/32B1cBLC4MEs+kKtJZx+A7QC+p36+yR8gSZIHwP8G8Losyz/LsT97gxIELhiFgxPNiBViZi87Hw5utDuwI5D3HB/A4b4gHmipFr5M+aAlGtlds4HRC5oL8uWMBuYuwCtfY7DaNRglPQPyU5KRbYeYnja31zHFu52Dp3XaGfPm9joc7Q+iuaYcW1YttW0WJO/inuODlEfPs5PY2JeVdQt1NW3JmEhEbSlDfyZVqowWIaPdOokP2LmpVaN8GeXzuplLHH4PwBuSJP0RgCEATwCAJEkdAJ6WZfmL6ncPAqiWJOkP1fP+UJbl7hz7NgQfuGDEd+W5tyIhJmLk8Olr+YdnH8pYOhp98Hn1xVPyLYBEL1iuWm0uKQhEGQVzQa4mG6e+HLtjyMbBzCKzs8ot6Rlg32nPmoqsbNRmYGmdZv4B9ruDvaPo9IfQ6Q+ZxqmInhf7frIaP+mHjX0RJU8jx5Ec9rwVQFSlSmTqJGPZ1lHPjCPN+Alk6icAtPm8ZrPEYU4CX5blEIBNgu+7AHxR/f/fAfi7XPpxCt7LvbdrWMh3Nbb5QXMMqyGLomONNF+rF52vgGXF/rGCHX8Aj7lwnrLnZpv7XYRc898Y2cNzBT+HcqGG5nqf7Djt+dxLZjZqK1SVeXB/czWqysQKjJF/yg6Vk39eooJEPRfHVWaMPrFZbDqp+QQgDLy0sgLwpk6SQoLd8bO7ptDkNHYfHcDOTa3weT14+cA5TS79V95RFg3INx8P/6YE7+XmHzRbZgwQFzgmYM8lGgKbOhWw1syMHE9GdDlRkjc7sMMO4pGrGSSXYiG59s0jm+u/EePi51A+aJm5LG5Wz4wfYy6OQzOTotEOT0TltOO/4AsSiRIjsguuJCkKIfkMR/UlDFkzkMgKwFsJABhQQBlIvAqfcSr7vB5dtt98Yl4WMSc2/H3dIwC0RUn2HB/Ai2/xRZyNI9vIy0ba4AsqE6cjSdDEQnQ8C/5c0tfB3lHBGK1h1Z8I7L0RXYMVSAAZW1LOLnhqXzb9s8jm+o3Glcs9EbXHziErs4zZnCIggjSb67R6ZuwY7YzFCLzNnL0P5Bp2HepHz8UJy7b2HB/Ei2+dVf0JmfZfPaIwvL+0sQXb1zVq7u3m9jpaqpClaGba0b73e7uGNSUMiWNVKUOoMP74e0GuoUx1/LLmXaJ0kHES2VNaXIDnHrsDW1cvxatHAti6ehmee+wOWjZx6+qltFRjvjEvNXw+SZqW79um87rbYZ0QtsEzj7TRFKeAdSZJM7aO0bnZ2pKN+rPSBnMxy+RDG86X49YuOyofY8o1R08ufQP53VmZRVPnWqeBtZmLWDV26csipczqPonpjWw72jb5+8Jr6qIdJH+OyPxGzERsiUS2fX78c0rL/EiC2zGxNC82LJq8NOx3RhAldGLbMHrxzLbjRnz4XGzJdumKvJ1WNI5s+3OCm81xS2C16OaTXWTUt9minUsZRjtxHvxYsnFk89chYtWwC7SSaG0QgKyLWhWlPOHb55l4rEDPOGMzFM0T5xXzTamnWHdfWHMQEe73NPrg8xZrFij+XornnzKO0uICXfuiyP+bmZZ5U4J32rKaBBsWbTfvdDiaQNviciTTsi6JVDYvnpUAJhPdTBA70TBF7fBjcCK0cnWOssi34zZf47NadHNZJLMJzpoNh76Ta9nXPWIZbCfqy+qe8ULWiBHEHmdMV1Y0vHhyhppKzILH2GyZ/PhFEbs/fLsf4WgSLbVeR/edOJKJyYa0/0BLNY4FQrpUDTczLfOmhCg0edXyChrWnIFyQ08NjZtS1PZ2DWP30QE899gdqCrzaDQdO9oYDzsCGMguh4oIonZyEVh6TSp75NtBCtyY8eWyk8hmd8CPw2n/ZvfEzjyzG2wnCia0G0+yrUPLCOKDJVkOu+j+Eadp12AYxwIhze9K29paEj864ldpmX5Ky2TvFWHREDzzSBsuhGP4q8/dbVuRIAoNS/Rg2YEdjVWO61vkgnkp8HkbGGtLBDIsne3rGilti51MvKA2Y1mINA+zABlA6xQ0WzjMIJrAdpCPYK58aSD53CloMYtE5ixgFBFq5bg1sqtnB2f3xCh/jhVEMSlmCxx/nazNmt1dAbAMICSUU+J45X0UgKQ6WEm2zDSATKEkclym8Ij2Xh05dxWBYBRHzl3FmoYq0/tm5Kcgixqfdx8wL4eaL8xLgc/bwEQCmzheWBui0cRkXzazl9VugIxIC3L6QiuT23kxlHzYnvn4gWzBjyVfC4DR+LJpPx/3y0xJsDonlkhrEv1lC6fPLFuKK++05Jk6Rv2IrlP0rpHf7frFXj0SoAqY/r3Us3RefOssHmip1gRFkfaFxUq4MYjea1bG8LsHMhY2v5dRoaZ8YF4KfF6b4QU2zwxgQ6etmA/8ZDNyfpq9ICItKBtkw9TIxQlHkC9euJVTL1tYxUWI2jcafz5MTtm0IRIE+XYOW/Vvn0GTgcghLNpd80JddJ2kLTtzS7RAZQKmWmlAlIaKqvLvyee2jnoc7Q+i0x+i0e9s+53+MUr8EMEoVQp7HaeGSH0oyTC/VySWEBZqygfmpcA3WiFFKVdZ5MMBa7QYGAkRJ8I2H0yNXBhAZshGWzcKPJutba2d3RngrED8bIEVElYFeezALlGA7Z+nuNpd1I2UILMFl3WwGo3dbLfBLlDPvtGNl55YTc2eJGJX1z9J2qt++rwetC9ZhE5/iFoH2J2DiPghyoFz57IK4X1SFo0QXTQyuxttURyycLhFzG3CqJShVb3abDVmI1t6voWIGVPDqYZtJvzmSlt3el+cjtOs/dlcbOzcC6NrcXJPnDJxrMZlRt808neJ2iULl4h+y5t0RLC721i1vFJTb/ZLG1s0Zk/+HhA6JvlU/q+NcmUXG5GiyP9e5ikU7lZEzBzSTiiawK5DZ6lccouYO4Qx3VKx1cUTKaE5I1uN2ciWnov5xA5NM5cAGTNBYreQu1l7s62tA/kNjsqnJp+Nk3Y2fAUsRNfnVMGxq60bLS4i+i0Vemo6YiMWkVVAHQ1u2tBM680aRfoSiGiZGbu9wt1nM2Te3zwqvIf876JdGRt89eDttZrxfPcXvQAY3j3JoePm0rEHoxWS8GBPDY2j0z8AQM+tdlL+j8DoxcnFfOKUpplL5KUes1dEOR+wClwjyJdPwCmsnLROYy7MkEsAnd04FALeF2b0rtihAfNsMZKOmHeI2meViSNxiYNUtPCz2TJX1VfSY9jkciRD5vpWcQrzfd2XdL+Lrp8V5vrr4BlULg/fEYxqQhJtnGTOFE0+J+X/CMjOAOgV2hjNzD5GcGpyySXykoedQu5mYwFmV9jabTvfZisjONXonS7mZhCZ+exfV/aChVAgX3zrLHouTlgyefjr4+MCRCwiEevFCGTOhqIJaiIi2jpJS8z7AFg2H3sfWeVpX/clAMDaBh8AvdM5k/isyvD6w9EEei9fByBOiDabrBwe81LgiwKv7NC22O+dOKpYG+Oe44M6elk2FEq7QVfkBRdpu7OZ70U0lnyZs6xgV5PNV+CaFZzSLrOZY3bbcnJdrJDN1m+TDZNHQWaxMVMa7LDZ2PP3HB9Qv5Xp4rvn+CAeaKk2HSdvriIKHLHLs2YsduGwoxztOT6ATv8Y1rdW66iee7u0ufcBl5bpGPxW1UhT4GlbIjufHXYDa2M0otEZbYFzdZCaveA3wqRhJHxniw3Etg1kLyzz6WNw2pZe23XuMzFqy8lY2HNfPtCni8S1kwLCbilPvh12sbFSGqyeLev45dMYEN/Bjgeb4SkqsMx5Rez+61trdHZ55XvtwmG1uLNUzLUNPs17b7R7MSKd5APzMj0yny1TxI/l82WQh8eCPYZoqmTy8qlpyYPfvq5JGHRFtsC7Dvk154nSvlqB9EU0GKMgL/a3XNPcGp3LjkUEs/HlA6JnYedarcZtBbaPXNu6OXwmevOO6N5mA7YdPqWxaA7zxwDm6bPJ+YCs7tQl2hf5rbS4QJ8SmuSll7TXvOuQH7Isa4LFyPdrG3zC+Ww05wgV84GWanoc+Z7sXljZAmQyBRBzUj4xLzV8PTKlBAFixkmZOnQALbOA5KgHzLUoMoHtB/Fk97LbcWblwuJhYXenINLksrVN29XcjRghs72zsUtRtAMnPhMrZJtHSGRDd8IusuLIk08j7rloV02omnZSlXxpYwsCwUn0XJxAnDue/Y3V8EuKCjSfZIxH+8fQ6R/TBF9ZZda12qUo1EtlTF999HbNPeF3eHzKh3xiXgp83gYm2j6SZFDEoQPoX1zRhBdNUIJMLp1MbUuef8/3ke3L7sQMkGsKYrv2+Nm0ixuB3YrzlcycXmu2GUhzvW7RfMrerp+dI1Z0H+0s1nbs+Dy7B4Ct946YR+2kKiHvnWLKrdDsbNnfWFLDHz/UCv/ebvzxQ62asa5tqESnfwysEmaHmMF+6iBrFTtWFmTSIPPK3yzs+GRZvin/rV27Vs4W/qvX5T/825Oy/+p13W+hyWn5+7/qk7//q7NyaHJaDk1Oy6+846efDX+2X/7+r87S75wgc36f/Mo7ftl/9bquHXLMK+/4s74+WZbl7//qLB0re22iceerT6t22P6NxmIXynM6K3//V3222sjHNWbbRq7XajUWJ+1bHWv1O38P7PSdTZ+i946/73avm3/vyPGhyWn5D//2pPA3WZblbT86Jjf82X5524+OCftl31+2rT/825O2nzUZ27/7HyeozCEg7/Bf7u/VjO0vf9GrfP+LXlt98ADQJRvI1Xmp4ZtVjGHpZICkYdSItA8nGhvvZBKZUUSaQDbanGhnYMf5lQus2smXCYm05YTZlI9rtNtGrpks7TK/yKeTHYTVWPi2rCildkkLdvtktXmzCFw710JACBEkrTK5p8ROTuzn/P2eSs1oPtl+t3XU65yqLz2xGl/5yWmVjTdgy2SmmIiC6PSP0Zq1GSi7sFJufhvRyvOBeSnwRTYwUYAKz6jJ0LgGDLP7OYFIgIgYJkYmIDM4MWXkg9XiFDdSAAPWwiGb3D5GyNWE4/R8J/fB6jqtBLod1o9T/4Vo8SI2f1EEbjYpMwCo75BElTyyEJwaCmvSIlNwuXRY8EQPMqb2pRXo9IdgFiDGB6GtbfCh0x/S1N1QHLSyLisnIKaV5wvzkqVT6inQfAJapoCIUUMEp2IbV4oW2xWImXO1BdJ59gbvyc+8OJIjJgvbjui67FDYsmFe5Iu1YRdO2S9m7Jx8jj1X5pGd850+V9F5IvBtkULfVnRFnnzA14U2u688q4wtNL+tox47N7XSoESzazBnX2nTphDBWuYpRKc/kx9f24be30F+Jww/4rglYyIFyHkhLWIikXFuX9eIh1fWotM/Rn83K47usnQcQrRCslqGiOFCTBA7NjSZvgAi8I5gu3VQeROQ0/746+KRzxB+co7d1BM3ginjpE+r674ReXfspwnI/jk5PY+N0K7q8Ni6ByInrN35x3P3RaY7ozbNzFHExMmbYwm75vkt7fB5PXj5wDlKdhDRMvmC4+RdNioEIwro5JlS/DXvOT6Iw31BrG+toX9rWTpuTVtHEOUI0QaZnNMxXMjEACTHKQrs2O7J77zAdCo4eJunWRsiAZitsCLnGqWeyCZhWL5h5R9xYtueDTi1xdsxl4jOM2rbSgGwY6930p8RBZO/Nv65GbXJ54sStQ9oK0fp/XkZBoyIlskXHBcFpLEQ0WBFubxYE2zXoFI8ndj0dSZowUKUL8xLgc8HXgF83mo97YloOquWV2a1XY8l0thzfADb1zWZ2tKzydXDQmTzFF1jtkLXqQ2YHZeT9ALZ9m8GUZ92heyNWKCc2uLt5pGxCysFQLQLtuLAmyHjK9OTIES7VMD8+fO7EZIJE4CmfXaxOjUUVs9W3nUSgQtI+IP7G+APTmpombx1QCRLWIh+N3O67u0apiUYM2Ph4GbLdAgBFZnVBsRV5FPUgeJU0BAhDIAKciPt16lgcSLE8yF0rQSkUZu5CsxcHNhmsDsup5qxUzhtgzBMcq2KxvZtlV1UxLKy4sDz/SgR4zK2r2vSaLVmQV3snANguMtgx6+8c346tjJPoc6UurdrmNrvt65eRn8jJqT6qlKEo0n8zTuZIub8joCN6RE9Qz7mh/gGWPnCgjcxKYnVJtQ2SAUuV8N3BNEKy2obvIbMTh5AlBHPHNs66hGaVB6cyPbPC1EngsxKiOeymBhdi5WdPp8RtQS8HyRfmrZVkJyd55wPc08uzJxc2VRmfbPClBTl4BULu/2LFB9A/AxYsw55Z5TslCM6hpxo/Pz4ROYXcszm9jq8sL+X7pbI92/+5iIAYCrJRrQS528arx4JaBKb8Qwjn9eji1A22oGzOyayoJBiKWRRIguES8t0CJHTltU2AFmTqlgRcinVLDPoeAvr83pQXe5Bpz+kKX9GwLZv5ezkYZXnPpfFRATW7GSU9nY27N3ZCJhcNG8n15CvhdROG04cu1bn23HUs0KML75tt3920WD58Fbg7d+vHglQxYtnBfHjF49PXMv61SMBHO4LoqXWi83tdfT7X/ToWTA0zfLkNLUIENv8to56vHsuqOHhW9FY+Z0r2TFloojbNIkbAZeW6RgiWhObkKnMU4Rdh/o19EnyHSBnpWHe0+hDS60X96j5eliw7TulBRK7pSbpE4NtHfUaNkE2ydFEbbLUOaM+2Umda9+8OcFOW7lQLflrsBob0fCyTT7ndDeRLX1UdL4RrZMlADy/pd3xvOfpyAd7R/HVR2+ngtDsHBEt0mheARCOn8fW1UtV800myyS5xvWt1QgEo5bJ0+g8VL/jHa93Lq1Qvjew6fP3mjyPU0PjmkSN29c1qf4HWTcvCOlkX/eI6fVmg3mp4YtoTbyTiNe4yXek4LFTjfGHb/cjEIzih2/347Wn7tX9LnKI2enHSGNgGQ9Ei8mX1s3TyES/s33kU+O/UZq3UxNULtfo5NxcK5exZgwr0yTRsHduakVLbbnjwjnZmOHYHQWbax4wnlckiZrV+yLKd0NMLDs3tWJtg09rqjRzjhqks3Gaq35bRyYZG18kpefiOA73BXUEDremrUPwhYgBvcmA5/6y3wGyhkZmB89vaQcpmACYh587Ec52hauR8MvW7MH2my1zJ5u+nbSVjdkhW5t4LouLk3NzrVzmTAHIrZQef12sgmB0r7d1ZJKtiWrEiton5g+zjJzk+KP9xOQyqMtKSd4dImDNhLcoeDMcTSCeVAqR281V7/OKk7ERpzwxM2kwi7nT5qXAFxUQ4AUYW9yY/w7QMwWs0FJbTrViEsBi1EYuWpzZTkE01hvhcMxn37N1HUbn210InO4I7DwbEXJZWOw68MlxfKUlu22LFlx2gQGM3x/R7pFvm/djhKMJ9FycsFVZK6Os67NS8iylL29sRf/Vbnx5Y6uuHd6OztNkRb46I4hs8qT4OTEzaduaPYk/LwW+KPCKnUQsK4dMXnZ7qzhu7L0ILFgnFPG4i9rIRYtzslMwS0zlBHaEh5E2l01ReKsx5HPnMFsBV1btmuVeydfC7CQgz2nb/HWIKJ9Gc44lULC1KUjbImaancpahOPeUuvVCFejVOJsEXNCy2SdrOw7SjTy9a3VWNtQZft9CkcTDEMoY2o62DuKQDCqKYBC58Is0jJzctpKkuSTJOmAJEn96meV4JgGSZJOS5LULUnSGUmSns6lTzsQ2cBYZ5Y4f0hme2vk5LKGdRui3UU2sNMOsV+WeYpyErZm98PMyUgYP3yVr1zHYNankQPZ6BqcOG+dYFtHPXZuaqOLHQ+7zlknDnH2WszOE12zVT9GbZPrONg7Su8ve6/t5DciuaTYNAY8EcHOO0nIBjrnrKopdw2GNeMQ+fqIAzqemNFcL1GcfvCFNTqnNH+N/P0hphuyQ2Hf3ZeeWE2LK5G5cDPTMr8O4JAsy9+TJOnr6t9/xh1zGcAnZVmeliSpHMCHkiTtk2U5/5mBCATOGFbDI7ks2PTJhE+bS9FtqzbYbaEoUtYJRLsUHrk6AFkYaaRWJohcTBRGsEMzBOxpr2Yada5Rv2ZR1Xbvi4j7bedazHZ/omu2cpAatW01x8wK9fB+NdIuGcO+7ksairSdNA8vPbEae44PaJKxAcB9TT4cC4Qs0xpTJVFS+gwEJ7Hj9S4EglHDd+2VdwLYffQ8QpMJfON3P6a5ZpJkjY1zYK0JPq9Hdw9nk5aZq8B/HMBD6v/3AHgHnMCXZZld2hfgBlBBRU5b7STX28iIrS/bcHbeZCR62fIRPWk3ahLI3QHIwuiaWBup6EXM1fYtglmb+VxgRNecC8OKwGkbVhWlrPo2Cq4SHc+nDLeTf8esEhT7rpkRGYDM4hFPpJQEZkwiQ7NUE4HgJF7YrxAmWmrLKfmi5+I4Vi2vwK5DfqxvrQYAnBoaRyA4iX3dlzAcjgFQAq/I2KZUbb9rMIyXD/Th1FAEgWAULbVe4XPcc3wQb314GQDQe3lCkysHkDXXSN5BQuk8cV7ZcfDsIpFJOl/IVeDXybJ8Wf3/FQDCZV6SpHoAvwDQCuBPjbR7SZJ2ANgBACtWrMh6UEZV3zPOqmWUhcMLapFAtvOC8nQzQP+i8xoNDyf9ANZCKBvhl01bc0HLzKcN3Mk1O7lWJw5os+sxs1/buQ9Ec+aDq0RtANAkIhPtMNi22QXp2Te6dUKfLdTDa/t8KgY+n1UomsDhviDa6obRe2kCnf4QGqvLdLuJ5/5/PXhvMILodA9e+YMOxBIp3Nfkw+G+IOp9ZXh4ZS0++4ll+JeRCXT6x/Cnez/A6Qvj9PzhSBxf+clv0Okfw7LKEgDA6QvjOH1hHE/e34BkegbJtIxX3vHj8/euUPnxEpSi6YrvobS4AF9c30z9CA2+MkSiSbx84JxhupaTA2HsOT6I7esaNfew3lcGYI5omZIkHQRwm+CnP2f/kGVZliRJ6FaWZXkYwCpJkpYC+EdJkn4my7IukkiW5d0AdgNAR0dH1i5qPh8GG9bMR9Gy21MjgWyHD2yHbmYljOxs3+0IoVyiNY2u1YlWnYspxK5z9kYsMiJqqp2dFQu7ka9m12N070Var1l/m9vrcH/zqKnjWqSksDsMfjdHFiQyDl7osztAYis/NRSm42RTMWxur8O754KIJ9PYunopvvmPHwIAzoxM4FggBAAYDMWw59ggjgXG8FefuxtrGqowpQrGC+EY/tuBPrx+4gJq1f67L0TQM3INvw6EaGWr88HrmmuMJ2dU2iQwMj4FACgulJBMy+geHsdgKIprUymcvjCOrqEwTl9Qct/c11SF+5p8GInEcXE8jq/t7caPn7wHD7RU41gghNdPDKnXVkhNOTwF9s3uEWxdvVStpvUbHO4LYs2KSuXHuUieJsvyZqPfJEkalSRpiSzLlyVJWgLgqkVblyRJ+hDABgA/czxam+CdMZkAkVZdvnqFSZJSQ8LFwsNou8uC18SMhJUVq8VJQWjSHs/EyUUY2rlWqzHl0r9dO7TZjsPpgsMKRCP/TbbXJDpPJMCz8beIdqRm46wqExcq5000RgyZze11mgWGHL+5vQ6rllcikZrRzV12UVrfWoP7mqrQ6Q9RzTYUTeDMyATNo3MsEMKxQAgfDI/j5EAY9zVV4TufuQvfevNDdPpDWLOiEm90XcBUSsbX3ujG46uXIhSdBgBcuTaNvaeU/DhB1X5/fiwKQFvGcDzO5s4RI5lWhG3PyAT9rrRIwocj1+jfJwciAIBllSWoKC1COJrEH+15H001XnpMfVUpNrfXUbs9ADz5yQasb63G4FgMg6EY/o/X3sdnPrEUzTVl6PQDqTQZ382XPG0fgO0Avqd+vskfIEnScgAhWZbjKotnPYCXc+zXFLwN38g5BCiTOhNwBVOHVTia0NWRZcFqM0ZZH600OTv0MxZES2IdSnYEmBHsXitgzxSSL21f1Ge+aIfkmrNZYLINSuPP52mARjDi2pvtHvicNSKhzgpv/nz2/pCyfyQd+K5DfqqkrG+t0VGAWZZKp38M9zUpqUdI7vf+0es4Fgjhhf29aFu8EACwvrUGiZTy+6XxKezrvoSvPboSxYX9GI8lMJWSUVpcgAfbauk7tqyyBAWShOFIHAUSMKMqx5PTWuGuGGKyQzwlPnNkfArLKkswnZxBJJZE5MI4SooKMJWawXAkjn3dIxrzzIcj4zh9YQJPfrIBx/xjCASj2HXIn9HsiZsz//I+Z4H/PQBvSJL0RwCGADwBAJIkdQB4WpblLwL4GICXVHOPBOD/K8vyv+TYryl4Gz6/NWfpjNqAK9kyq6CV4CIv0/rWaiFl0koYOrVBizRDOwLMCnbGYccUku8x2BHm2Tpuzc4zuh9mLBSz8wgyu0976Qn46xeZWPT96XPW8PERGVOeUkxEhMzuL02rQj28shbPPKIEKx7uC2JDWw2lY7ILCHEYhyancXJAcWoSzZ9QFontfnN7HX76/jCuXp/GYCiGXYf6cWoogk7/GBWKf/DJRjy9sQXv9gcxGIqhuLAA//lf34mn/+4UplIzqCgtQkttObXVewolJNIyiBDKVugvKJQwndaevaikiJqCAKCkSNLsKOLJGZxhdgqj15QdSUlxITbdsRiJ1BUMR+L0d6LhTzF00XwhJ4Evy3IIwCbB910Avqj+/wCAVbn04xRGNnzycrB0RpJSNRNwpddqzRgCPFizzIa2WlPWilU1HTswY+Lk07bOwok9O1vhm217+bpG+8g+KpJVNqzqMBjdczsLIJ/CV0QZZYW5GUsns/srZHYl1bqdqWghbNlYjnA0geryBQhNTtPdwnc+c5eGPfTygXPY/e55PHl/A5ZVTuLOZRWALKPTP4aOhipsaKsFICMSS+BT7XX4Ve8oBkMx/MUveqmgnYinsKGtBhvaatE1GKY+APZJffrOOkRiSSRSaQyHYxiLJk2fV0VpESbiihBuX7IQgeAkplMyPrZkITXvNFaXYTAUQ0VpERp8pbi/pRalxQU4FgjR30bGp9BS6wVkGbuPDgBQaKOXxhWhPzGl9NE3Omk6nmwwLyNtjWz4xE6v3Xbqg6V4OKVTrlpeiVXLK2wcm1suE8Dc9ptP2zqLXJk0TmBF5ct2bNmey4/HSEmwOo/0ZxVLYTU2K7OX0T3jzyNmnT3HB4X+IBFLhzX76fvQLoS8Ke67//RbAMCdyyoEiduUcwLBSRwLhPDg7cp7p+S8ybBjSLqFHQ8249BvlcjV9a3VaF+yCKWeIrqIKmygAcSTM5hSF6nhSByT0ymcHAjjgZZq/KuPL0Xf6DXEEyn0jFxHVVkhIrE0Wmq92LJqKU6cH8PJgQjqq0rx2F1LUOopQO+h62ip9eLPPv0xHDkXBCBj6+pl+NabZ9DpH0PPyHVUl5eoSeIUp/RP3xvGr3qvIBCMYsuqIuzc1ApAwonzYxiOxNFYXYZ7G31449RFrLxtoemcyAbzUuDzocmsI3LXIT8eXllLD7UTcGXE3iHQ7yAyNnUzocdrXiJYCU1ew7dyCrOfdsG3abedfCwwToVwLjsKO+eK7N92rk10HU4cz0bHssKXzF8798zIXCbyBxnRLs2unQ8e0pmM1PVAFE1KFlFR3IDCz1cKjNNU5LJM0xSI2G0+r4fuoF8+cA7DkTjWt9bg24/fSdMeHAuE6C5/b9cw3ugaRiQWRWEB8NVHb8d3f5HCyYEIhiNxdeGRsb61Bp3+Mbw/GKa7mHA0AVll1yyvLNUFeFaXezAYiuG+Jh9ODYXx7cfvQkttOb75jwmcHIjgwbZalBSLau3mB/NS4POhyexLwSdhIr+JCpsTmE1s3tzDv5jZ0O1YGJ2fzRY/G466VZtmyEb4ZrO48OPLlaZphnz6B8yeh9OFRUStdLLrACBM1cHTLo3YYzx4RSQTVDWDXYfslU4krKIMFAWuVM1w+/KBcxquPSkbaA5FGMuyjKoyj0qHPI1OfwinhiI0X/1fv63QRS+rtnlCAGmsLkM8kcLuowNqyuUqhCYTePlAH10sSM3atsULsfvoebDmPnIflEpXYbywXwm2CgQV802Vt5iJ9r35WDo3JYxCk31eD01jrDeBZGeL5c09vMaVK2/b6OV1ssV32icPJ4sYi2wWmGw06Hz5Cexqxryj1A7MuPRWTCez40THi6i7onPZ6wVgaF4yY4+J2hZRhfmgKtF1sIwlnuFG0iQoWnijeobyrp4PTqLTH6JlA0nborFtX9dElT6yY/nBF9bo4ghuW7QA14Mx3LZogXpeI3UcQ5LoNew5PqAKdW3AGvmsLvdoCBrE77FjQzOKCgrQVrcQe44PaAqbv/KOX708N1umLRiFJrOZ63gnp9P8FSIN2+hlyoW3LQr+MTNdOBUsRmMVOesInAjYbDnx7Etida7VomC3HbtCNl++ELO2nPpfnOwWCNjrjcQSpnEAZv4t3sYvMg0RzXbr6qVoqRXTTnnGEmtmFbXJm37Y2JFtHZk0KcSMRJ4ju2PZc3wAZZ4iqggSoV9cpFK7FxQzI1QEcGlxAVXqTg2NAwDWt1brFD4iH9hFjDCbPn9vPQ72euj1Epaggtx9e0aYlwLfqGIMSZpGHg6B2UJgBDM6nkjDsYId5ksupgszgSES4PkyDWXLiQdyo3RmMwa7QtbOgpfvRWY2fBN83Eg2eZdYGz8x94gWbVK826x9fpciioJnM2qy9n3ivyKCnd15A5JOiSICPp5UTEyZlCiKHKhbqGj2RMve2zWMTr829fKe4wPo9I/hgZZq/OALazQ7HLKgkHtDFjHCTmpbfAGlnkLK0GIDs2ZR3s9PgW+UXpSwdtqXLNJpbM6TmhmbgETaiBWshFI2iwgLK8HCa/ZOTVEi5DrmXLJ95sOR63QXxSLfi4yVH8lscbGj/duNAxAxgHhzj2jRtrLZs3l1CERmKrO8QD6vh0YDP/OI9npYcgSr4K1aXkHrN69aPoJVyyuwanklDpy5hNHr0yBJ32KJFNa3VqPTH8LB3lFUdXiodt/R6NPc9z3HB6hi+fyWdprOwuf14Lu/UNhJH1ycwMmBMJURGiXVrPRijpiXAt/IPCPKoglkBIs9p495H2x7TgTVtg7zYiHZLCIszAQLa5POt7kilzHnku0zV0duNpTSbBeZXBcnPpLWCeyYWqz6MltQlHltXSuazBUANDbAiE4aS6QRT6SwanmlzvSXKTYCTW1ptp1X3lEihu9rqsL2dU2IxBIg2v7ud8/jucfuQJFq0oFUoO7mFXPMhrZauqh0+sdUu3sjgMxzjKh8/uaach3LiJRTXFm3kLIDAXD6o2vScQQ+8IpAlEUzG3OOWR/ZtscGwwAAX1M3G9u2Gdj2nDA8nPSdq61/NswYdpHNwpftIpM7yyh7ASEq/O20L7M5oczrTP1oMt94kwwR5IBs+syU9mXKkmFNPyfOh2jUL8lYK0LvZSXqtbiwgPocDvcFkUjNUJbS/g9GAADyzAxY2z3rG3igpRqrllfSdslzfKClGoASR0ASqJFnuvH2WuzvUZIFk12FEtms9uEp0OTkzzfmpcAXVbIBxM7c7Mw5xn1k2x6gDV03Ezb50MJZ7cmM4UFglnHUTh9WEF2T6Px8OHLttJHNgpEP01E2i7konsOIPSNaVJ3k2xf1leHYi7PJipQL0ifr7BWlpiDjJpkmFW1anyoik6m2WqPZ8wgEJ5FIzeC+Jh++/fhd1OxIMlw+eLsSHS+plEhJkmi5UkCifsCHV9airW4hfRfYgun3NPqAX/WhpbYcHY3acojfP9CHQDCKmnIPnnvsDvquE2fu1tXL8NP3hpWD3SLmNmFYE1L5+9TQODWbsM4gJy+akXmIF54Edl5k1sNv9FLxfdiFlRZm1yZthz+dzXjsXlM+FrvZol9mu8iIbN52KlyJzjdbmI0WVTsJ+3jfDouMopISmglFysXm9jok02dUpsygkPjAmhmpQxMAIFNnJ0Hb4nIk07JmfKJ7/s1//BDvDUbwQEs1WmrLaXqTJz/ZAE9RAXO+NgKf7FJIUZbnt7RTwRxhgt6In4Fk/eTNmc015ej0h7CybhG+tFGpqNVzcRyQZWoVcIuYO4SR03b7ukb0XBw3CLxyltfGqMiK0UtvlWTLqA0j+qcTYeckFxB7jpFAztaMxLbLCyS715SrqcasDf6abwT9ku/XqcZt1I9oYTZy3NvxNfGaOWmHjJtPtWA039nn3L5kITr9Y7pdsiiYkfgB4ok0dh89j52b2ijXnj2WOFTZORaKJtA/eh3Pb2nHncsq1ELn5Xj1SACRmGJvJxksE6kP8eynVsJ/9ToA4NJ4DIHgJEKTCbVqloTDfUEk02doRs++0et4/cQQLWkYS6SxY0MTSlXKKFkMgEy65pLiQrx6JECLvNRXldHqXorzWpvSOV+YlwLfzKHK57khkz5D4bRnODNzKIq1OXur9mwInWzMTGbxALnAyU4h12yiRlq1FaccyGSiBLIPmmNh1hbfrxON28x8YrUwi4Q4yyEX+VPYIioZU06K8uEzMJ/v4WgCvZeV3PJkl0xKFbbVLdQFM5IoVrI4/DowRtsiDtjiwgJN7vl7G6uwc1MbzYMzMPY+/ucf3oOpRBr7ekYwHkvR7JspNQPmsUAIfa93IabKg7FoEp966QjSal/vD4ThXVBIC6YsryxFg68MJwfC+NvO8zh8dhQ9I9ewvrUa3378LlqNayQSw/mxGE0R3XtZqeBF7P0k6+eFcBe8qmO370om936+MC8FvsihymoC7DYrW1MFz8Tht6C8kLabZMuO0MklmMmumclIG8xVw8+wQpZZskJyXezsnG/GkLG7uJhFiBJYMVns9Gs1x9hz2dw6/Fwn54iEuNFukB0TUXB4nxNrl1ecpkqiMyPWWYbXruySSZGTWCKlicYNRxO0BOETa5fD5y3Ge4MRvDcYwc5NrdixoRm/6r2CwVAM3/zHDxFPKuL5vcEIRq9NY0GRosQNhmLY130J/7v7Iq5PKceQ9Mk9TGGTsShbhhtU2APAdFrGdDrzzcXxON5Qi65cn07Tdjr9IXz2b47R7Jr/8P4wEuqicvbKNUzEU6goLcKyqlLc21iF9wYjKJSg2Pe9SrBXQ7UX+ca8FPi8Q5WdxKyWS/i1TtLTkknIa/hWNnY7woMdD7sV5M/LJZjJbjtOIz3twgnVMhcePpAxBcQSaaHQAfKTh8cul52fQ3wGSbv9kGtjP/k+RIuP2cJCngUpcsK/J+yOg7fNE5+T8pwyDDXCOuu5OIHnt7TrWDlkgSD5ZNqXVKDTH0IyLasmnMy7SzTqX58PIRxN0nz38eQMzlyaoCmJ2TTIEoAhtVA5ANy2aAGO9l+lwn62QYQ9ACTSMgoloFDKfD8RT+GNros0fQNJs0/SNJ+9PIF8Y14KfN6hypo0WEcY2foRepcRRFoPz6xgA4yyZZcQ59Rzj92Bg72js17ez4kWnw/budN2cuHhA3pKoEio5tsnYHbPeROI2Y7ATj9mizi/+PCh/kZjFV0Lu9AAoNegQGHOkLHw5qiMuahXTXNAhK2MZx5pw4VwjPornn6oBf1Xr+NwXxCnL4yj5+IEVi2vwOG+IEqLFbriwysX41hAqRJFCo0/fvdS1FeVqnx6pSDJtakUNSYVF0hIzsgITU7jilp8ZC6QlpV/fAGWK9emaYUsFpHYTVYA5WYF71BVND2F46uFnrUjAlkw1rdWa7RFlllhFWBkR0NmXzaz3CZmC0outEm7Gn++zDtWmE0HLYGZCcQOsllgiQnEbnQrO1biEAVkbF/XZLows78Z2evtQHQP2XnGL6ak/OH2dU2aerirll/SFCPpuTiBQDCKllovNrfXUcbQK+8E8KveK6pzVEZ9VSmGI3HUV5WiyluM3U92YF/3Jfz0/Qu4cm0a7w+GcWlCyWqpaP5eWmgcAJJqvcNk/n2gjrGgEJhOK+NcUFSAq9cTWLOiEl95pA3/15sforS4AOPxFIoKJOz6vU/kvf95KfB5vj0J1iDaFGHhiFg7ImRe1BR2HerXTXCyoBhFybJtWDFDWAqdE+02F9qk03QKuZh3nNrV8+Eozte4cj2PFdgk66PTBVPZBWojUvk+2O/4Z8va60WwE0mrXMMAnvxkA84HJzVKiWh85NwyTyGOBUJY31qDtQ2V+ER9FT64OI5AMErNOj6vh+aMJ3Vw16yoxHAkjtqFC7DrkB/7ey5j95MdOHE+hCvXplFZWoRoQqlGRYT9bYsW3HBtvgDADIDyBYUoKAAm42nc21SFwVAMMzMyllWV4omOenzvl2fR4PPia4/ejh93nkdzTTl+MzyOXb/3CXz/QB/ubylHVVkxGmtcG74t8MnT2Kx2PAuH5M4wE3Jkwiuc2Qmd1s1GyYpeQrYNHkYCg3Wo2dE8nbAzrMZgpe3mwl6xc+6NokOy48s2548TP4MRccBpf0f7g2hfYqeimjibpbkCYb3rJabHh1fW0twyrCOXjZhlnz2bwqSlthxPvfYewtEkfN5iqnQRv8vOTW3Yunop9nWP4Gi/Yr+/a2kFJuJJBIJRbHvlOL6/bTXKPIWYiCcwEU+hpEhCfVWZRrtnsaikCOtafDjcN4bp1AwWL/Tg6nXFDFRWXECZOaK6tXZANhBs4fT3ByPUNn91MoHzY1FMxFPoGZmg9Xc7/cqO55V3/JhOy/TvSCyJ7zx+l+NxmCH/JVVuBnCMMIURMKZhBABgMtTJtl4+snPY1z2i+21zex3l0doBEaqb2+uEGjlZIIgtf2/XsGl75HjRdZC+whz7gGBbR71mDERIGPVp1pcIbHtG57Jj5MeTLVgnuNUCo+zcihwLYeJnONg7ajkWEXHACUjajk5/CNXlHtsMLZIczGoOAcqul1RyInxwfv6Q5/P8lnbdcyIRs4RGuef4AH325F69sL8X4WgCz29px8Mra/HjJ++h7ZDFpOfiOCZiSezvuUyZNFVeD3Y/2YGqsmKEo0n8uHMArz11LzoaFWrjVEqmxy5Ws12uWVGBHQ82Y+emVvzv/88DmE7JmE7NoKXWi1f+fQeWVZYAgFpasAr3Nfnw+XuU66mvKgUAkMJTq5Ytote5ZkUl2pcsNLyP3gUKtXIBFws0EU+hvqoUFSVF1GZfoOqg/CJz+OxVkyeVHealhl/qKdB8sowAVhuxa8MHyC4hojmPhVMHo5NAHHINTmHXri/asmfbpwi8g1tk884HW4YH6wQ3e7a5sIHsOr6NiANO4CSegnDan9/SbovXT+DzerC2oVJlxWRSAxvFZJAgJ6Pnyea239d9CQ+0VNPFh9zvirJi2t7m9jq8oV7nhXAMgWAUjdVleHz1UmoC+9erluD1ExfQXFMGAPj8PfX4YDgCQMLKuoV4/cQQ7m+pwe+uWqoZF2EgEZNSY40Xv7tqKXa/ex4lnkJK89y+rgnLqsqwub2O5sV6eGUt6qvK0DNyDfc1+XB/czV9p5ZVlmDTHYtRopZuLPUUYOvqZdjxehcCwSgqy4owrjpg66tKsev3PoFfnrmCE4Egzo1GMZWawYIiCdMpGe23lePq9WmMRZM0RiCfmJcCnw+88nn1la4UbSVTl9IqqpHwhkXZ8ewKZrvH50v4mdn1c0214MRZKUodAMxejnmjNo3Oz4UNZNfxzZvcsnF8s2Y+q3MzWSN78dpT9zqaQ/z7Y+Z/EnH2A8FJHO1XqjqRd4Uct3NTGy1Knjm3ly5KsUSa1qd95pE2/PDtfmoCIjuNkmJFbFV5FS3+YO8oTg5E6MIyHInh8/fU6+I8yMLetnghdh3yo8xThKc3tqDa60EomlBNQZLmmbKLpZLPB7i/2aepgDUyPoUqr0cXob/7yQ68sL8XzzzShiPnruLE+TBODoTx/QPnaB79qdR1NPjKsPH2Wrx+YgiP3rkEJ86PYWwggivXpmw/M7uYlwKfd9qKMlgS7W/nplZsaKsRChpWS7Kiq9kRzEbHZ5tXRnQuCzO7fj6DmshWPBsqKIGdRcZpGuBshDFBtumRjXwB5LlaBU7ZuR6zwjBk3Ns/2YgL4RjNHmkXoneFZYyxixUpasLvOIjZ6fLEFJ5+qEWzM2Ed1UQJe35Lu1A58Xk9NBEau7jw7Cb204zsQBb2ZHpG94w+f089qpl3j7/ngHYh9Hk9+MEXPoEv/90pnBwI64otAUBLbTkd/5qGKnz3F704ORBGc00Z1jYoEcAA8JlPLMP2dY1YVlWKbR31iCfSODkQwd3Lqxw9OzuYlwKfd9pmKl1lBLudiE8jLckuq8WuIDfbMlu1aSQ4rARWrho1/5I5YapkE6OgILs0wE5ZSED26ZGN6Lmi/DB2xqJkihwES8O0szt8eGUtAsEo3h8MY02DIjhYBaaqzNgUwwvxb715Bp3+MSTTZ/B3X7zPUDgTPL+lHRfCijmDNSWxx4WjCRzsHaXmraoOj+4Y/rpEiwagXUzNnjFr2t3QpmTF5Ktqmc1DUSrpu5dX4uRA2FaeMxIXVOVdgDJPIU4ORDTXQ+bZ0w+10Fq4+ca8FPj65GnK01jbUEkfpJ084CQwhNeS7AoDM0GerZ2eb9PIbGEV1GNH8IrYOyIKqdn47Qac2ckQqZgHZNquleZt14chep5mZgw7i6DoXh7uC8LnLcY9aoUku9G1LM2R2JWfeaRNOA5Wobm/eVTD8mIVmFXLK4XJzUTCmSQ5S6bT1KnOHsOzulpqy7H36XXCuWKVPM+IIWa0aDjdMa1aXom2xQsphVqkuJileeYT2/H+QjOIUktna1LNFvNS4PM2SDafNREUoofH4/3BsE5LAuw7+bZ1GPPzM5MrpSt2YtUm+RQJH95Z5kRL4F8a/jqNXiqzCWpHmLPP4tk3uk2Ffs/FCRzuCxpGzhKEowk8/b+68N5gBE/ev0IYdWq28+JNMJGYYupoW1yO3UcHhNcj8lWwicXe6BpGIBjFD9/u19iGrRzKR/vH0L5kocbuTRya/DjYMbRsLNdosKwCc+QcYYBkVFOjxezph1rRf3VSV7fWTNha0ZCN4kXsZNnk2yL3yeqdJIsnYS3xcQJkLGyaZ36e8w5wuzmyRNdwo2JMWMxLgS8OvJI0xQrIw9tzfNAwYIrVllitw66Tz4yfT9oORRPYdeisrbTJ/AspsuWSRYbwoI2ESTiawCvv+NF7+Tq+/fidaKkt1wk+/jqNtN7TQxH86c8+wF997m7NwkiOtVpYybMgwmzbK8fxV5+7G+8PhnWLmV2Wyt6uYbw3qLCqzo/F8CePrjQUUEa7HdYEQ64hmZY1NEfrYL1MMRvixGNt1mQMZg7lTv8YNrTVUPJBIvUhWhaXY0lFie1xbOtQAr4CwSiOnAsKBZXZgs4LOt6Hw37y95EtXiLS1LWwnwueFfL8XLXK+Llq+SXde8/uMoyEOD9XZlMbnw3MS4EfT8xoPpX/6ytUmQlk8rvISWalZbMw0jyIBvnM359WvzGe4EbbYFHbPq+H5gyPJ2bwjd/9mEFbKew+qrAOXtjfK6wSxL/IRpP7a290YzAUw9fe6MY7f/qw7jpZYWF0v8hx2145jkAwij/92QcIBKP0WvnxiGzkvNY+Eonj3f4gvvbo7bYFFAG/uJDEYEQ7thusRxKLkXG99tS9wvgAuw7lltpyPHh7Ld3FbWgzX/y0zywjTPkdjJVvgH/27Nyz2uER0yLZlZkJSLI733j7YsuAQ1bI82PnHfz8/LDz3s9HzEuBLwJxmPRevq5Z1c3MLgTKMdqsi/zW3chkwU5KnrO8t2sYxwKE6tmk65fAaBts5IfoGgprPlmQLfOOB5uxY0MTei9fp/U/ReYXOxP/wbZaDIaGcG+jT/iS2r1fPq9HQ2UjGr6oHSt/g8/rwbKqUgyGYpp2eJuyCCzbhjhKibBW8iZZc/tFYyYgQpBtw2g3KTrfSks2WlR5rd4JWYCHaJdrpFWzRcytxpqZ07DM+cO+l+xxosh6fgGws+jPR8xLgU8qw5NPABreLFtSzWq1zxwjzrpoZX8WOYUA/U6BOL+sHHFsRKdR38WFyiQPBCcRCE5yLCSZflSXL8APvpDJFMoGvZiZCXj8yaO3o8pbjFND4zQ3uBFjyMrEU1Xmwf3N1Wis8erMQyx4H4iIneFEyLPjJDspkVA3Esx2YUTdNNpNimB0LU4T6DkVekZEAzOigM+r56ezMHon7mn0AYCln0zk09nbpUTWszEzPMNrPmvxZpiXqRW2rl6qFgTOpFHweZUIQgVa84mdtAjbOuqxc1Mb3Qmw7b70xGrD8HUysciWmQSHvHokAAAazXfP8UFhSgPSxr7uS3jxrbM05N2o7+9+dhUqSpVkUt/4eY+mre3rmvDcY3eg1FOg62tf9wgCwSjWt1Y71nx6Lk7Ql4w/l7zUe7uG6ZiNHMrssQSi1BDkXgISXnzrLA72jmruJbsTsyuQSRqAOFOAgwdpk6S8ePaNbsOUFSIQxyFJ42CUtoDMEadtK8JTFo6fvbdO4wyIT0OUIiPTr2SbKGCUWoS0+/5g2DJlhcinwy6orPIlkgm3Iualhi+qeAWISx+KAk1EYHcCPRcndJq8nSRsmfGNaDQhambZ0GzxwigL1amhsMb8xPfdUluOO25bpPCDOc46WXhIxkZWQyM+j7UNPs21WQkH8uI90FKNVcsrdb+LzGZGlFCRpm7GAmFt5PyxvI1aBPbayL0qNdjpOdmpGIHXqo3MKi8fOGe7BrKobSt/ktM4AzOHudEO1AhGEbpOqMqsH4Tl5ZN3idS8JTCSCbca5qWGL3LQAsBP31cm7U/fH6YaBgnK4ieykVZJcoGQMGsyeZVQ7UJDmyqrwRNNiGhxZJylngKNRsqPYfu6JpqhkGhppG9Apt8BwHc/+3GsWrYQZ69cwztqEiZ2HLsO9aPnopJVkLz8pZ5C7NzUSo8lIL+LtFn2xeto9GHXoX6ddk7+3nXIr9u98H0QTZ03ae3c1IbQ5DRePnBOt8NijycaMmtCE/XJP5O9XcPYvq4Rzz12B2MGEI/Rzk6FRSA4iadeew+B4KTpeLWwz1Yh12O1uLGJ3oz7FYPsgp/f0q5rn9/1GD1jAqPFg51nAEx3Z8aJD43um7P7OV+Rk8CXJMknSdIBSZL61U9Do6skSYskSbooSdJf59KnHUypEbbj8SRePtCHlw+cQyA4iV+duQIAODMyodn+7tzUhrbF5XjlnQAVKEQQEPMJoEzsDtW2GE/O4NUjAbzyjh+H+4JorC4TmoTC0QSe+fvT1FSwc1MbCGWSvCClniJV0DRRQRQITmq20KR/kmGQaGnkxYknZvDiW2fxzN+fRjiaQFWZB+dGlVSsO3/6G4SjSl1QZRxprG+tUReuQfryK4JOoa+y1725vQ4ttV6dyYpf7IjAJLsG7SIn67jw5NmQABj+XCLYye5q99EBuqCwx4gWZ8BMmNoz3/Dgx8gKWKMxAJmI7Rf29+p+4x3a7OJO5gS5X2YmHnI9RBGxGj+78Fi1DWgXi2zuNwFREHY82IxVyyt059vP7CmOut66eplqullm6/tbDbmadL4O4JAsy9+TJOnr6t9/ZnDsXwB4N8f+bOHDS4rmevi3VxFUJ+Wb3SMYDMXQWF2GZz+1Er/88DLua/IhEk3i/NgkzUENAF2DYdy5VEmFeuJ8CC8f6MPW1cuwr/sS4upkPTMygWOBEO5rUhaAwVAM3/h5D+5vrtZUInrlHT+t8DOVnMGhs5cQCEY1bAklk+AIXnkngA8ujuPkQBhH+8doSufN7XWUz3xqaByd/jEkUh/izmUVlElCBPSxQAhf3PM+SosLafrV61OKLZ/UBT1zaUItLgFEOMEViSpFI8hnOJrAt948o9r2ldQUJES/rW6hRlNjzSxky75jQxN90YjzmN/Ss3Q90XY/HE0gNJnAfU1VuHt5lc4BDoAyf0gEKWDujKS5TyRJ168R4ypjDss8B9KPyERBQHLGPPNIG3X0AtrasFaMGWvevlgAGkVHs7AbHEc+7QZHGQUGklz6bPATOd9OZs9AcBJdg2HseLBZtxvjY3Csvr/VkKvAfxzAQ+r/9wB4BwKBL0nSWgB1AH4JoCPHPi0RnVaKABNhXwBFIAPAxXAMO39yGsPjSiY6xc6t5KReUCQhnpRxLBBC/+gkGn1lODmgZLh77fgArsUV+hepkVkgAfHpjJZzciCCkwMRnBqM4P2hCBYtKEJFWTFt/+e/GcLkNOCRgL95x4/x6DT+718P4e9+PYDhcW11nkuRKIoKJASCUfy7/3EC0USKFl8ulBTBfiwQQo23GH97bAD3NPhQVCAhNZPJCU4wIwO/PDOqObf38jUAwL4PLmE8nsRP3ruAT7XXoW90EgDw/++5jM98Yjle+lUfXbDalyzCnuMDeLP7EgZDMSRSM9i5qQ3xRAp7jg9i6+qlONg7ilA0QUtCAhIO9wURne7BJ1tqsH1dI92ZkCyBrCP8Kz85jU5/iDqOA8FJmmYWAO5vrsHermHc0+jDAy3VGBmPo6S4kJra2haXY31rDUYicRppG0ukaH52kqZXSacLQFY0azLm+qpSHO4L4pV3Amq4vKSxEbO8crKr23N8gPowzATVLz+8gt1HzyOWSNNKa4A4RQYB69tgqcH8AiAK2yfjtQrwEvkj+ONYYW5kMuUh8hOwSs79zaO4p9GHp157j2bEtMOeeWF/L44FQvAUFQgWJ5LyPKLxc/H5tW5V5Crw62RZvqz+/woUoa6BJEkFAF4C8O8BbDZrTJKkHQB2AMCKFSuyHtTFSFzzN/uIUzKosNccIwPxZMa+d3VSK4CJsAcyNTJnZKDn0qSurU5VQAZTCbrozMgAaTIhA4l4Cj96V9l+88IeAM6HMtfAl2pj6ySQCvdvq8LDCmlZyTEUiSVRIClmrwWFEgZDMew+OoBP1FegorQIkVgSX9j9a1qUYX1rNUo9BVTYKbVDywHINIBrf4+yeyF5vJtryik19r3BCN4bjKDMU6jmkinGUDiG4UgMr58I0oLVZKdF6qKeGoogEIyivqoUSytLcOL8GE4ORODzKkUwyGJ0X1MV1rfWYDyeRKd/jGrfgPKSE+Hz9ycvYCisLP4PtFQDkPHiW2dxb6NijaxduADDkTje+vAyhtV51HNxnGq+2zrq8e65II4FQhgMxfDT9y4AkiJk7lxWIQwIIwvWwFhU9ZHIOhu2KMaAzccOQEMN5hcI/nyScI1PcWzkADeKpBVp/SSmhXwagaewEqcuWURaNipVr9gEhXZAoo3rq8rw8oE+zY7aqGypPr/WrQlLgS9J0kEAtwl++nP2D1mWZUmSRB6RPwbwT7IsX5Qk8yyHsizvBrAbADo6OrL2riwsKUY0YVzPUpIA+SPiu+Er3BdIyuLh5BwWFaVF+J07b8MbXRdpOytvW4RrU0kMhmL4zfAE7mvy4eRAmBH2NfjBF5SCyl2DERwLhDART+H1E0PYuakNOze1UhPHwytr1UAb4PzYJH7w6Boa/0BMQorzN4mWWi81dyjb7Uqsb61Gpz+E0xfGcfrCOHZsaEZxYQHNYQOACvsGXxl+587b0Ht5gi4UjdVl9FpJ8evS4gKNFktA/DEAsHpFFTZ9rA6hyQROXxjHcCSu2aEQ4eHzevDD31+Dz/7NMQyGYui9fJ3SfUXCZG+Xkj/H5y3GYChGTXlm+ZNYYStyblrFFRDqJ6Cve2u0k+DbM2MhGe0mePCxBaIC6myKZLtgo435azQyCznJeTOfIck5SD5JkvoAPCTL8mVJkpYAeEeW5ZXcMf8PgA1Q6/sC8AD4G1mWv27WdkdHh9zV1ZXVuE4PRfDH/88pTE6nsL61BpFYElVlRfj1+TB+587bsKG1Bs+/+SEafGX4Dxua8V//uQ8LFxSiqLAAqfQMwrEkfF4PFhQVoG5RCX59PoSHbq/FguJCHPOPoaKkCEVFhZBnZlBcVIi7llZgKpnCr8+H8cnmakACfh0IYc2KSly5No2G6jL4r05iKpFCKJpEdbkHJcUFaF28EINjUTTWeDEUiqHBV4qhcBwr68oxlZzByYEw/tOnbsdPu4axtKIUlyam8MX1TfjRET+SaRmtteXwByeRSs+gsEDCCp8XH1wcx5cebMYrR87jviYfllSWYOPti/Fffqk4Tr/72VWoKvNgz/FBRKLTOD8Ww7cfv5N+R7TCn74/jA+GlZzcTz+kZQ7tOT6IeCKFUk8RNXewJgCSaIwtXMGaB9g0vfzvgOKAjCdnUFpcQLU3NifLxttrdYUx2N++f+Ac2pcsxOfvXaHRKDNjT6PUU0Adorzzlc39wv9OYCfVMLlfRFtnx2KGbM7hz+dTKmcDp1x9q3ayvR6jNvNxjfMRkiSdkmVZaDrPVeD/FYAQ47T1ybL8f5oc/4cAOmRZ/o9Wbeci8F24cOHiVoWZwM/VoPU9AI9KktQPxT7/PbXDDkmSfpxj2y5cuHDhIo/IScOfTbgavgsXLlw4x2xq+C5cuHDh4iMCV+C7cOHCxS0CV+C7cOHCxS0CV+C7cOHCxS0CV+C7cOHCxS2Cm5alI0lSEMBQDk3UABizPOrWgXs/9HDviRbu/dDjo3hPGmRZrhX9cNMK/FwhSVKXETXpVoR7P/Rw74kW7v3QY77dE9ek48KFCxe3CFyB78KFCxe3COazwN891wO4yeDeDz3ce6KFez/0mFf3ZN7a8F24cOHChRbzWcN34cKFCxcMXIHvwoULF7cIPnICX5KkT0uS1CdJkl/Nwc//vkCSpJ+qv5+UJKmR+e059fs+SZJ+54YOfBaR7T2RJKlakqTDkiRNSpL01zd84LOEHO7Ho5IknZIk6V/Uz0du+OBnCTnck3slSepW/30gSdK/ueGDnwXkIkfU31eo781/umGDzgdkWf7I/ANQCCAAoBlK5awPALRzx/wxgFfU//8egJ+q/29Xj18AoEltp3Cur2mO74kXwHoATwP467m+lpvgfnwCwFL1/3cBGJnr67kJ7kkZgCL1/0sAXCV/f1T/5XI/mN9/BmAvgP8019fj5N9HTcO/F4BfluXzsiwnAPwDgMe5Yx4HsEf9/88AbJKUYrqPA/gHWZanZVkeAOBX2/uoI+t7IstyVJblTgD6qu4fXeRyP34jy/Il9fszAEolSVpwQ0Y9u8jlnsRkWU6p35fAuFzyRwm5yBFIkvQZAANQ5shHCh81gb8MwDDz90X1O+Ex6kSdAFBt89yPInK5J/MR+bof/xbAaVmWp2dpnDcSOd0TSZLukyTpDIB/AfA0swB8VJH1/ZAkqRzAnwH49g0YZ97xURP4LlzMOiRJuhPAfwHwpbkey80AWZZPyrJ8J4B7ADwnSVLJXI9pDvGfAbwsy/LkXA8kG3zUBP4IgHrm7+Xqd8JjJEkqAlABIGTz3I8icrkn8xE53Q9JkpYD+N8AnpRlOTDro70xyMsckWX5twAmofg3PsrI5X7cB+C/SpI0COBPAHxDkqT/OMvjzRs+agL/fQBtkiQ1SZLkgeJM2ccdsw/AdvX/nwPwtqx4WfYB+D3V+94EoA3Aezdo3LOJXO7JfETW90OSpEoAvwDwdVmWj92oAd8A5HJPmlSBB0mSGgDcAWDwxgx71pD1/ZBleYMsy42yLDcC+G8AvivL8keH4TbXXmOn/wD8KwDnoHjZ/1z97jsAtqr/L4HiPfdDEejNzLl/rp7XB+Cxub6Wm+SeDAIIQ9HcLoJjK3wU/2V7PwA8DyAKoJv5t3iur2eO78kfQHFOdgM4DeAzc30tc3k/uDb+Mz5iLB03tYILFy5c3CL4qJl0XLhw4cJFlnAFvgsXLlzcInAFvgsXLlzcInAFvgsXLlzcInAFvgsXLlzcInAFvgsXLlzcInAFvgsXLlzcIvh/AXdEF8Ch4ZZiAAAAAElFTkSuQmCC", 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" ] @@ -1591,7 +1598,7 @@ "outputs": [ { "data": { - "image/png": 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71yGVzetMZQBBWlW5t/XF8Pv33qD5YNh2ubctjJHJJCbnF/BHv/hJPPLMEF46NYlf3NiOO9YuQzpbQDCgaGCPv3AGd6xtw1g8hXtDATx89zrsHFiOR54Zwtvnp3HH2jZ8+dO9iIYD2D3YoZjWCPC9X7kJB4+O4a1zCZycmMUda9uw/54BPD90CXu2dmHvk8cxMplEd2sDHr67XTPXbetrRUvID4BgS3cMJy/MYEt3DI11PhwZieMXN7ZjY2cEf/XAzVodK1uC2lgDlB3kn/7SjZrf5+nj4/j5+Ax628K4tbcVT75+Dlt6WhENB/D5TR144f1LGJlM4rb+VgT9XhwZiWvmB4Biz9ZuHDyq7E6zeaqZGtj46G1rwGPPnQYA3DWwAiF1fANAV2sYuza0Y+jiLG7vb0UkXIddG1Zpz/yOtW2YmM4gGvYjkcyhqzWEfTv6MZXK4uVTkziXKJk9Dx4dw1NvTWga9Y51yzA+ldZ8XHu29mjvOJ1bQEvQj+l0TpvX4YAXyWxBM9f+0k0duK1/Gd46l8DIZBL3rF+FbX0xHB6OI57M4c++8CnVH6fIiC09MezZ2oWDR0e18fatZ99HSrUm7NvRjz1buwAAMXU8aPIpmdXueUtPDKGAF4eH47hjbZtmClZApHKqEiwpQd9U79OcJgCQ47fXJr6IUJ0XKXUVTy4UsbyxDpfmFjCbUbzpM+k8XjkzibF4Sitz6tIc7lm/Ci+9fxkjk0kcOnERX73rOnz/5RHtuncuTOGPfnE9tvRcUl/kKA4Px3FTZwR7tnbh5IVpvHRqEutXt2Dfjj4ABDsHluPp4+MIBrw4PHwFzw9dQmQwgKePj2P/PQPIFd7D4eErGFjZjNv627SBxIS2Ul8z9t7WrS0U0bBS/lwihSdfO4dIKIBQwKsbhADRBujTx8c1M9hNnS04dOIiXjo1iW19rdzAhzbx3jqn7FRePj0JgGoT4PEXhhFrqMOXtvdqgpH1pz0SxHQ6pw1yhps6o+rz6dZFCW7pacWx0Sls6WnVvguq93Dw6Bj27ejDnq1dePr4OL717PvYe3uPTrB+69n38fDd6/D0l7fi6ePjWn+USadoZMxBzp4B+38o4MXOgeXY0qMs1s8PXdKeCRNAzFE+dFExFQb9HkTDAd1k3n/PgNYmABy4f7DMSQ8Ax8cSmslv345+bWE5dMKLwa6I5vDvbWvQ7oc59rP5d5EvUhwbTeiE/M6B5Xj9bBwvnZrEPetXan4mAHh+6JK2+ClmA4IjI3EEAz589a7rtOe9Z2s3Tl6YwUunJtHbFsax0Sk8fPc6Lbhn14ZVOHlhGrs2rEIkFEAqWwBbJL721AkcHr4Cv7cN3/zcJ7Xxw/q2fvVFHfHg4NFRPPnaOc2mXYoaVebx3TesRKyhJEh5v9eB+wfxjZ+8i4GVirZ+4NWzCPv9SC4saIL+MwPLtUUMgPaO9mztwp6tXVp9Tx8fx5e292LP1m6EAj7teZYUC6LN3cdfOIOH716njdsvbe/VyZmnj49rY4a9r9fPxrU5wT+/amNJCfrZBb3h1K45MRoO4EqytBtojwQR8HkwPpXWbOBj8RRu7Y2hPRLEP76nOFCZhjk+ldYE4+7BDrxyehJHRuI4NjqlLQCJZBZvnWNnohNEwwGdcGGCgg2wfTuUrV0qm8fBo6Oaxv9nX/hUWbj0918ewbeefV8TCmwwHh4exSPPDOHR+zZg92CHqnUoOxumbX1pe6/O8SOr6y9+NgIAGFjZpBO+0XBAuze20Dz+wrBWjk0MAIiEAtjSE0MkFNCeE/sU752fLAyiEGELlTLpShOM1csWPbbI8m2xCajsgoZwc1dU90zZM2DPh13fu72Bez592n2yvirPPM4JTP19ihM9Gg7giQc26Z5nKODVfDEBnxe7NqxCb5vSrihIWBlWdypbwJGROPbt6MOd65Zp37N7Eccbw+7BDm0RYLsN9nzF8HxeOPOsNL22ekkdV9dpv/Uva0CuQLWdJ+s7e7ahgFfbObE5AgDBgE8nMHmBy49//rmy9+D3erD/ngHEGgL4yc8v4PL8AlobAvi123p0z0aZa31am9FwQBsbOweWl/WVH2P68S4qT9A9P3EcsvGwpecSerc34PmhS7q/q4klJeijQR8+5HyvHs4ZkzFxnk1zziivB+hrC+Pt89MAlGi2dK6IzmgI3/niRnzlb97GdDqH5nofPr9pDTK5Ao6NTiGTK+L7L49g58ByDHZFkC8WcWx0CgDVhBjTGnZtWIXvvzyC3YMdukF88OioqjnHdNopL3T5Acdwc1cUvW1hbL+uDRs7FWctP3mZVsIEeiKZ1Qlh9h2bwKw8m0iKCaP0Wfbc1T6xetmuRBSCvPAU70MUgiL4ScALX6apihOSv0fZM+PrBKB9fml7r25CimDt7drQXhamLgrM3u0NUgHBL27icyoJEcWMw+ox61NpnPTpNHXZ+5Q9B1GAyxa918/GtZ0Lv/DxfWDvb+fAcm18M4F24NVRnfYvQhyv/GIjw1TKWIDydbHx8uL7lwAAjUG/9H2wZxgKePGl7b04dGJC3R1PlDFg2DMYmZzHyQsz2DmwXPpseeUFKI0tWb+B8rFcTSwpQS/atux63IvFkiO2UASOjMS1/BQLaiWxBj+mUll1OwrMZPKIhQOabY6Zdpg2v/e2Hty5brlOk+ttC6v27wk8/sIwUtm8MIiU/g+sbNYmXYrbKRglPPrOi2cwMpnEd148o9MQ169uxvrVLWWThReGbELygpgfjNFwQKdFGYEXWqJQTySzSGXz2Lej37AOcbKKdaeyBezb0VdW3kgLEieemVBlZhn2t5FAlLVnpPHK7lN87kwjZM9JvIYXdGZ94u/j+SFFoInvwAh8/7+0vbdsNyNTGMz6IHv//G9GCbxkO1xZW6xu1ifWhjiexffw4PY+nLl8Ag9u77PsvwIifJbDSgOXKS/iPOPBzIHrV1/UmcyqgSUl6BMpOY0wpAbGGCGtM+YrzlcGJvDfPj+DX/u/39Ts79v6WrFzYDl+9Oa45tjpbQujt61BtW+WTAu8fZQ5SxWUBpFin2X2bWiDAYDKp6dlmgWbNA/dqZTht8XMjigzg/DXiINONlHNhIxVXXb7YtSGlUnHTNM16p8oVAGUTVQjgSS7N7fPit+pVQLWJi+k3T4X2Q7JbPES+8DaTGXzSGULSCSzut9YH1PZfJkJxs6zY3Wns8UyJUa8F91u+bUxJJI5HHxtDJ9et8zwerZY7NqwynBHIdv9GvWVfYrKhWyelYzN1eewLilBHw35dc5YBjMhDwDJrJ5aWefzYCFfREckiFt6YnjqrQtoqvdpQn5zd0RzUrLgpZaQDyOTSexYt4wLqBrVNHc+UIrx7JnzE4B2reJU7NYcgN/4yXvqFeWaBRsovEMQMNeAefCTmp9kbraQRnXZ7YsRzEw6TtK7Ggk+ozrMdji8ALErUI36YrUI8yYTp/Va7Whk/ZdpqXYEMA/F1+DTmUJYH9jODoCtHYdR3Y+/8H7Zwm82bvfc0oV3Lkxjzy1dptfb2QnJrpE9X3Ee8DsnWfu7NrTj5IWZGo/eKXw2WUrhOg+WNSovx+9Vw8ihBEa8dlbhvc9m8uiIBLGpK4K1K5rw+AvDSGcL2LejH7f2xjCdUu38hGiCIa0tIEpH1q9uVqPg4gipxP7vvzyiavPlW8VDJyZwePiKxgYQsXuwQ6PUPX18XPueOShDAZ+pgGCTmm33rb43g1EZu30xwu7BDjx89zqpsGMTjr93I7BJZ7cO1i6vecnaMaq3Uhi9WzOY9cXus+Lv2wmYJsyYQ7J62M4upKYRcdoOa2PnwHJdWfY9s6vLxu33Xh5BIpnD914e0cow5zF//c6B5ZqfwQiya6yer+x3cc64mXd2saQ0epFH7/MS5G2E/69sCuKSuhNgnPqBFQ2YWyhooc6Mtzs+lUZGM/VQjXXy4H9/S0m/QIGDR8fw+AtnsPf2Hp2wePyFYey9rRt+b4lGqWxjFRoa0/KNnLBAueYgbqut7OFGLAD+dyt7ugxG2hRvP+YddNWAG23abh28rdzN8xBh5sOQwa7JxC6M7tON6UkGs3qMHP1O2pE5NsW2zUxhLNUL+zTaKZYc9EOGOyl2zfrVE5r5yWguiXONnwc1Z6xLiDx6u/hgJq2Zb9i6wAv5jWuaccOqFjz5+jkAQFzVWt65MKPZILf0RHFsNIGhD2bQozILMtkCoAQHai8zlS1oDpd0No9tfa1IZws48OrZMoqgTMDH5xdw4NVRzZErY68Y2cNlk0XG9bWyp8tgxFKQ2Y+dTHAzochTC50uILKttFH7bp6HrB4r+7m4iLsVukb1yeqqxmJpVY9dx7AZzEx4JSbUKkNWz298ug/DT5/Ab3y6T9pfXvhaOZ/5uWzkE+Dvm5nfZPOAL1OjV9rEbEbI2cEFSZkl9wr6vZqg96lZBjeuacH8Qh5TqRxGJpNgJpWOSBCRkB8T0xkcG02o0YIE6WwRt/YqEXXjCWWBOHtlHk++fk7HX9+1oV1NWlbKg3NTZ4umibCslaJDhg2abX0sYKjcLmVlD7eiMAKVaBXmLAU39drRpt0KEbvlFkMQWjFKrPpkF3Z3Dm4XS7uo1s6L7XxF2BGQojNW5iAGlOfEAgFT2bymyPFgz4wF6pk5Y8VFg38W4kJc0+htQnTGEg93vpdJNib+J9U8jzOX5zGVyqHe58FMOo+3z09jc3cEl2YXcHJiFoCS7ySdK2oO2W19MWzuVjR7Fhr+/NClskyUSjj5mBZizqc9ZoExAHSReOzli4EqQElzY+0YaZ92nIB2tq4yWEX1udFW7GjTboWI3XJGDjWnAtEJ3bMaphqxPrO+V0vjruYiJYIFkykOXn0QlR0BKTpjzUyYZm0xMN9TKcBL3mezwCtxgVlMjX5JO2Mpx4/3eI1vldn2w3Ue7SSZM5eU47562sLY1KUkCRtPpDEWT2FVcz06owqlEpRic3cUq1uCODwch8+jaLQ3dbagt61BDZ/u0hJcTSVz+NpTJ/D4C2cQa6jDV4VT5HcOLMe2vlbcv2UNUtkCDh4dw7eefR/PDymBH6xOoOTILU0yqoXL844xBt5ZJzrPGNw4AQFrR5IbJ5+dMrxGKt6LGcwcl0bPxonz1wqyutz0yQx8fWZ9d+uAldUhG3vVem5GbdhxYvIavdgn8bnbjfuwM0/EvvHvUXzudhzBbrGkNPp4Mmf4W9HkeC5mrumMBDH0YRKAciAHoBwkcEtvTAtsAYDWhjqcnJjB5u4oggGflgO/ty2Mr31mLW4fS+DmrigeeOINLY8Js+GPTM7jyEgpkRFvqtmztRvPD13ScoI8+fr5smhHhpIjVzELMVomH80IuKOI7b9nQBdAZAdmTle3mrBRtKFY19UyeVRT43ZaV6X3aNZeNXYtZr4Yse1qt2GnflGjN9vt8DtJAFISgR1nuWzBMOP6X3MbPSHkswAeh5Jm+weU0j82uO7fAfgxgJsppccJIV0A/hnAKfWS1ymlX6641waINSjJyBg4hR7E69F/wYGZa1je9hVN9fhwVgma6msLY0pdQAZWNCDaUI/kgvK3z0Ow/bo2/OTEBJrqvTg5MYeXT1/GV+9aiweeeEMzgTzxwCbs2dqNdLaIdy5MYe/tPfiyqkHITDWAPlpzKqU4UdmiAZSHyvPmDbNJzZ+IJdoXKxEm4iRMZQu6fDTVEsSyuhbT5MHDLKjLqeCyy3O36pNdXK1FU9ZPGWHAKEbBSRu8UmFUP/veiY2evwc+FsYoFYIRZKZH5muQ2f+vqY2eEOIF8OcA7gJwAcCbhJBDlNIh4bpGAPsAHBOqGKGUbqhOdy1A9YJcFydl4yQtlpM+nctjRVMdPpxdwLlEWjPHTMxkMPThPDauacG2vhh++661+J0fv4OxeIrLtU0wMjmPVDaPzd1RLVo1Gg7gzOU5HBud0nHKdw92IJ7M4sT5KY3NI0ZrlpgyQ1qKA57+x4KreM3DTJNnuxPR9m2XDWKG0gKUdxylKcKuHdup0LSCUwfl1bBxL4bT1O6i6eR5mo09Gc3SzbOzYnLJBKYsYMroev09WKdCkMGIGGFm/7/WGv0mAMOU0rMAQAj5IYB7AQwJ1/0BgP8K4Heq2kMHEHn0Tk8+WtFcj9ErScyk8xpX/sbVzdja24q3z09hRk1+9vb5aTx89zq8fHoSI5NJdMVC+C//5nocfG1My7N9bHQKd6xtQyQU0II8OiIhdMVCWsoCQHnxsXAAb4xN4Y2xKS2HNb8l7F/eiGy+qEtxwJf/0vZePPbcKUPNQ3s+6lZy7209WooGWV389YqTtzwnixH0C5B5UjEzGPGm7dR1tZ2L1WKVWNVRbROV3UXTiL/uFGYLi5M4C6sUBDKBKUuBYHY9aweAlgLbLozSdlj1+1qzbtoB8N6GCwA28xcQQjYC6KCU/j0hRBT03YSQnwOYBbCfUvpqJR02g8ij59fgokmGs1CAYFljELOpnMbAWchTREJ+fH7TGnzjJ+8inSui3udBJl/U8tx84yfK0WL3bliFn49PaTxy5ml/6M5+7YU/dXxcpWkCb44ltCyTQCl/B0B0Ws7rZ+NYv7oZB145W5b5r1zLkmseYqAO20rambB2AlGM+lMpB9wOFVTWLrA4gtdMq630Xs3qsApws0Kl/bb7Huy0a7awOImzMPMvGT0nJxo9344Zi82sf7JnJvLqxTqvtUZvCkKIB8C3Afyq5OcPAKyhlMYJITcB+DtCyPWU0lmhjr0A9gLAmjVrXPdF5NH7fAQFlTtvlu7G6/FiLJ7Sjg4M+T1I5YqYSuXw9b97F73LGnB4OI5MXklX/Pv3Xq+mJ4ijKxbCrg3tOHTiIgCFVcMOk2Avjp1mtK2vFTd1tpQJj50Dy3Xa7+7BEv92/eoWHdOAdxjxg90oratoDxWTTclglrLY6PpqaX0M/GQ1a1s26e0KXidCsBJtuhJTkpnzzk15p7D7Hoza5X01Zu/FzHYtv1Y/jq2ekxuN3kmfZP0TlS5+XsuCsa61Rj8BgJceq9XvGBoB3ADgZ4QQAFgB4BAhZBel9DiABQCglL5FCBkBcB2A43wDlNIDAA4AwODgoOvUbdFQQKfR5zkt3qhSAmBOXSDmMnn4PAQp7vzYIyNxXL+qWUuBcC6RwqETE3hdzYEzFk/h+aFL2LVhFd46l8BLpy6rEbWKsH/9bFw75owNdkaxiiezOPDKWbx65goOD18BUJqM61e3YP3qZo1jLzo5xe2fEXNCnKiyZFMinAoHJ1qfXaFn1yZdifZ+tcwzlQjbSncnZuwSO+BNcU5SWMh8NWb3boe7rr9WP46tdmBmGr2RQHfSJ6v+se9FXj2Pa52m+E0A/YSQbigC/pcBfJH9SCmdAaCd70YI+RmA/6SybtoAJCilBUJID4B+AGer2H8BenFuJx89f4nPQ5AvUs1EAyjpD5599wMtHcLm7gjeOjetHiqiBEkxMw47+Lu3LYyH7uzXnQ/JCy3myd/UpZhvBlY24qbOFk1DYVvGfTv6ywS26OSUTVxZ6DWDHWebU+Eg1mkmEJwIPbuRnW53EE40qEracWIGsmrXqbA2Y5c4gfgurPoh89VYwYm9XiaczXZgfFIzUaM3EuiV5DkyGlvm5plrmKaYUponhPwmgJ9CoVf+FaX0PULINwEcp5QeMil+O4BvEkJyUA6T/zKlNFGNjstwZV4fTOIl9oT9ssYA/F4PJqYzCHgJJ+RbMDm3wAn5KLb0RPH4C8NoCfmwa307fuuu67SzYAHg1t4Yvvm5G3QHH+8cWK4zbbAt3YY1Eez4ROlwEqYBsK0fO4sV0OfLZhOHJU9LZQs6DWDnwHI8pWrZ4hbRjrPNqXCwc73dHN48nGqzToVgpTZRJ7uTapmBrtXuQCxrtx92aZ38tXbHnJG2LRfQxkLUiCEjo0fahWxsWS0ci5mm2JaNnlL6DwD+Qfju6wbXfpr7//8A8D8q6J8zEP1L9HkVG70V+2ZFUz0A5cCRpno/rqjedr/Xowl5QGHgpHNFREJ+NQfOPJ4+Pq7x7DeuacFgVxQ/euM8Xjo1iVt7Y2rejFHtb+WQ5wktU6XoqGJZLdO5Ig4Px7GtL2bCiigfvCz96shk0pYpxczs4iSXvJUgr4RGJ2tHJlydtlGpWcSt0K2mwBVRDaexVW71Su/BjTNVBiOtmT/bgfXf7IQptoMW0xnY9WnZ7ZvVwvGRdsZ+lNASqsPluRLFkiUxo7DW7i9ptv3SRWuXN2I8kcLFmQxWNdcjGPBpwU0dkSB62xrwrWff19Ib+DzKSfDsb9VnAabBD3ZF8fzQJW0QssCloN+DPVu7ddrMrb0xAMBNnRHNrs9TLp8+Pq4mSPOVaSFMcFvlquE1DH7R4euyyzowE3pOFgwrGO1iAOfCp1K2jFv7dyXt2gnSWWxqaSXOZTPt2anT2VgwljPQzJyxRk5Sdm9GJ7w57ZuVc/daO2M/NpgRePR8xkq/BygU5OXyRapF1HoI7ymnaG3w4+JMBq0Nfi1XvPJ3APV+JS/O2uWNuHPdMkxMpfHG2BTWrmiE30twePgKDh4d1U6M2j2oRLm+fjauS4bG8NW71uo0+0MnJgAQIZ9NKRrWTNjJDugWoQjNYezb0S+9xongNLOvuqWpyWG8BV+MoCIzVMv+zeBUgF4rammlpifZWHBin2cwEoyyBHtmzlhzJ6m7gCnZbsDKuVvT6G0i1hDQpUDgX82CgZAHlIHMImEj4QAWCkXMpPN49+Kslj/H51WEelGNsF3IFTD0wQwAIBL2Y/dgB77yN28DAOp9Xq52ohMIzIzTEQliW18MqWwBb5+f1nrLX8t77vmBk84yGqnxFoUdQA6YTUZz548TwWlmX62G8GGwOqi8GhqtG421Gvfohu3khlpq15Fq1E4l5iMjge6GT28kGJ0GTMnKsHswOzvW7F555s3JC9Pa7trMHFTT6O1CSHNQpNb0SkBJb+zzevDh7ALi8wtaBGy+UNQOCr+hvRlf+Zufa/RNlg5hW18MAMHBo2OqTb0V712c0RKX7dnapbNfv3VOYeucvZLC4eE49u3oxy9cv6JMe9o5sFznuOEHjlkAkxjkZKYhyYRmpdqbTAgYUT/daK1WgqxSges2JqAaQVNO++72XsXYCqesqkrMR1YC3cq8YdYvBrspEMz8AnbHvdl1MpOQGcW5ptHbhJgCIWuixfO4Mp+F36ekMWYafCTkh1fNcRMJ+VHv82pc9+Z6H2bSeWzriyFXKOLxF87g/ls6ccfaNvQva8CBV0c1GzmAsujYO9a2aQFV/MDi2TdsgPAOIn4wihNAv0AUAFBdfYDxpOMh097sOqTsCPFqaK1W7V6NiNzFgNMF0epejergx5FbCqsdrd3Md2EkpO1y183at6vRy/wCLF7AiFQgoyIbzY9ouJThUnaEoKiE1TR6m2gK6lMgNNd7MZOxlvaXVVom49F7AEylcrhroBGzmTxGJpP46XsfYuOaFrx9fhq9yxoQ9HsxsLIZB15V7OyvnJ7EWDylRbLe3BXF1546gf5lDbro2N62sJaFkg3Cx547rdncd21YpQVZASjTBowEAT9o+YliV+szYs3YDbIC7DnxnPKS7dhuq2GuEdszE7CVOiPtlF1Mpyo/jqqxKzBSIMx2R2aLlJ0+GbVv5OyVafQywWqWrVL5XU8GsJofRjsY2Xc1jd4mZpL6FAiE2HOgLGsI4AubO/HsP13E6ctJBPweZHJFDF+ex9Nf3opf/O4RjMVTKFKKzd0RLVhqsCuKvbd14x+HLmEsnlLNOIomzQZ4rkCxb0cf0rkiVjQpJp3nh8QXWbKVl6LjWnT5rs0EO9vuioOb1zrMhIuVucKuMLDS5Nzwku3YbqvpA7CzI7gaPPjFcKoC7nISuXX6Ot0d8e1Y9clpfhqZRi8XrFbO13K/lpUmbqTgiOVqGr1NxBrrcGm+pNHPcx5YdriIDIQQvHVuqrQwqLb9fKGIaDiA269rw9hr5zA+lUZbYx0AJUKWZaoci6cUs83yRtUBSnSJzb7z4hm8dGoS+3b04/brlEE/Mjmv5cThbeXKGbQAQKWsjlQ2j1DAV5bqVRzcMmeaUTIlqwlp1ylrxUKpRHiZlXVqWjCDm0hgJzAqWy0BzMOOac4O3Dp97eyO3PbNPD9NuSnFrkZvdiSmks2ydMiPVV/4+5IpOGK5mkZvF0I+ei+hYDq+z+NB3uDgkUtzC7g0t4BwQLHTF7RDZAkeeOINdERC2rV59aSqLT0x/OgNRUCyvPNf/7t3WUfQ29aAR+/boGnKzDELKC/+1TOTatSrkmOeDWwWHbf9umU6UwWbNOLJ84C1Ji1zCvEQJ6SRNn4tnbJOy7rVuhfDZm1V1m1/3ZRxs0jZXZxEGN2rU7u9UZ9kAt3IlGJXozcTtjKFyk6MiGxBkWn5NY3eJmT56BkoNT5K0O9Rjg6s83mRzBaRKwLRsB8+r2Ij37imBUG/B2k1oyULMGJ0ykuzGfzojfM4MlLKZgmUNOVbe2NYv7pF+04JsopgW1+rLsc8i2plJpSXTk1qGjzbziopELxlApRp3DzHns8aaHXsGQ9RgFQz4MmojWqXdat1L4bNerHaNStjlWbALqoZiWxVzimdVybQjcwkssPBjcyd/CcP2W92YkSkzmFJ9O61Tmr2sUFEcMbylEozHn1z0I91K5vx83ElDY/fS5BI5rDzE41oDgYwk84inSuizgs1JYJiVvntu9Zi6IM3MRZP4Z0LCqeeZbPs3d6g2c5fP3tFi6jds7VL067FHPO8CWX/PQNYv3oCb52b1mW2FCcqm4hMwLMzZsWsgWYTXDTtiAPaTcATq1NccBiqbf6olunDiSCsNFc8DzdsITPBWC0HtRV9EHAW5MSuN9JcnfTbWPAOl6UzEDV6N2Na9rztPAP57kPmC1i8pGaeqtd4DaGkxi/BTLjz8BCCmzpbkFxQtH6fmjNn7EoSTzywCX3LGgEAjfXKC0xnleveHEsgkcyhty2Mzqhi3tnUFdENvJMXSpku09k8nj6uHL4t48GzU+AZKycU8OHw8BVTZ1ZpYlA8fPc6LZXCnq3d2LejTxtcZtg9qD/Rngkd3vTD+svoZ3bqVA5XpvjWs+/j6ePjut/FNhjs1C8ry56D2I4Z3JQxKm90PzLYfYZO+8CDf2eVwKweds/PD11y9ByZhvv80KWy39gccGu+EMcyw55buhAN+3WHg+/b0a/x9RmsxoT4u51nwHYfj79wRvt9z9YuPHz3OuzasEobC7s2tOOOtW3XLqnZxwWJlH7i+L1ArgB4CLSTo2S4PJ/FVDKHpnofZjN5qPFSyOSL+Pz3X8N4IgUAWrIzEGWyxpNZdMVCGJlMYmWzkhgtwEXFMg29MxrCL1y/AkGV9si0XBFsAqxffbEs57yR7Vzm8GLXAUqeDpH2JdN+7Zp27GpcPMXObppavn4jx7ERqm36WMzyi0UH5VEtBzX/Hs00VlkfnPYZcBY0ZOQklqUz+O7PhpFI5vDdnw1rh4MzGjIAbYxaaehi3+1kZZWZk2RsMgA1Z6wdiDz6vKrRmwl5hhPj07oTqlY11+Okao4BoC0CAACqDDKWq2ZTVwS/f+8N+MZP3lPz24zhq3ddh92DHXjl9CSOjMQRDHi0U6CYWUUUZiWHq/x3mRA0Y1bs29Gv01rMHKt2TDt8H60mtROqHA8rx7ERqm36WKw2geo53ZwK7sXyi1T6HHlUwyErWywYo46nXBsRHL603fgMZvGd23mmPOsGgJRksXuwlAdrMZyxS8p0M5vW8+j9Nu9uWUMAI5PzAEoWs2Q2j/sGVyNcp1TSFQti45oWAEAmV8DuwQ50xRRzzeW5BURCAQysVEw8LBdNNBzA9e3NynfqqVWpbB7prHLurLi9ZINo14Z29LaF8dKpSRw8OqZt7Yy2pSLYdpstLI+/MIynj4/rov7snAHLt8uutzJRsHIHj466Mouw3YVbs4NTs0gl5hu3Jhgz04UTmPVd1je35hw7gW5OnmOlJjMGmUkEYGYZvdnywe29iIb9eFAijHdtWCV5LtbJzKxICrL5ZmT6iYYDVRsXMiwpjT4a8us0eg9ns6nzEiwY5ikmSKr5ElY21ePDuQxm0nlMTKXREgwguZAB4MGkmjDt1CXlyNvb+9swk76IsXhKjYJVBH0w4EMimcXBo6N4Z3xa+c7v0VZ2QDlZ/rb+Vm2A8Lz654cuaakSmI0bUDQGmYlFaWsMAMWerd06rYPXGJxodOK1Til/VgeKL1be9GrQQO3CrYZcqcnITj1uue8yGPHA7fbFybVmaahFGC1AMkaOnRQIrM6nj5snMxMJEEbPRXYv/L2L47dGr7QNYfXlkpqZBclSSrG8sQ6X5hZweS6DIgXqfQTXtzfjyEhcvaaoHUKydnkTnj4+jidfPwcAaAn5NCoko17yQl3h0Hdj7EoSndEQtqt/84OjRKsc0nLk7BxYjh+9cR7b+lq1l29kqmGsHpYfRGY6MbIvGjMF3B6MXACLEK42z92qDqdC1K3w49twyjqppE0GK7NNtRYTs7rc5BiyNjfZZ57IFiAjm7ksYEpm+rFrilGUmT6pMsP6kNaSbZXuhX9OtRQILiE6Yynhz5YyHjhtTXXweQguzS3A5yXI5yl62hrw5e29eOadi7g4k0GhSLG6JYgL02nU+724uSuKzmgIsYaAmmYYODY6hTvXLUc0HMDNXVF0xUK4vb8Nv6XmxPjaUydwLpHCeCKlDUymybMBuP+eAZ2j5sCrSqRsedqEUtmH7lRs8Uy4AvY0Oiu7q/uDkb1qetYZQ4dqNQRRtYSZ2yhamUPNDTXTjU3bSiBVEpwmK7OYQV58W1ZpqHkYneIk65NMo5dp/nYWbxkBQnaPsoXAjJJb0+htIhoO6Ew37NARBcYHCvq8HuRVzy1Rr5mYTmMqlcWK5npcnMngwnSm5IwlwO/8+B2cS6TQEQ3i/i1rylIIfOfFMxiLp9Ddqgj1kcl5pLIFbO6O6IKk+ACpJx7YBACa2SedK2Lvbd0IGgx8WVkGO4PG6ppKtHorh2o1WCFmjmhgcSNMebhZcK5mm4vxTNwG0cnGlFszoSzAyGjMGh08ItPq+cVbxv6y2r2wOgFSNpbN7nUxNfol5YwVEeDNNWbUG0oxPq2YZTxeLxrrvZhJ5/F7f3sSfcuUBz6byePW3hju39KJf3zvQ4xMJtEVC2FgZRPOXklhfCqtmXYee+4UOiIhXeTrI88M4dhoAqGAD71tDZqj5qE7+7GtrxX9yxo0xxHbkh545SyCAR9CAS+mUuXOtf33DGi8e0DvgLPj2LG6hmnnzJlrF24dqgePjuFbz76v+hvcwY3D0a2TksEJh17WphunrmgCMCu7GM+EmQtDAZ/jXZA4ptw/i/LdutGY5TX68v7IHbp2iA/G91heJ2AeJ1BpDIEZlpRGH5/XDw6vl8tk5vUABrluLs8tYE5NZ5xcKKC9pR5zmQJGr6Tw/odzAIDOaAjf/NwN+PdPvKlo8pEg2luCOPDqKPbe1g2/l+ChO/t1WSC39cUQCSmTgHF7mVBmjpq9t/fA7yU48OooYg112vaRaQTMGcs0ZKDkWN092KHT5Jm2wGzkZiwJuymD3Wj17s0S7iMD3dI5q4VKdiOVHENoR1t3Y8Yx01rdpJvWl9XvBHiuvpNDX1heKDHAyO7BI2bXG/Hx7cJot2ymtdc0epuINegHLp/fpliQC/mAFzpzz6rmegx2RgAoC8BMOo+meh/+6oGbcejEBM6pwVNtjQEcGYljU1cEQx/MYf89A3hzLIGXTk0iEvIDAA4Px7UVnSU5Uxg183jrnJJu4b2JmTKzTzQcwFfvWouv3nUddm1ox7a+GDoiIW1iWUVDAhSPvzCMUMArncxsQpldw+BGq5f1z46mtmdrtxbd6xSVUPaqQferpI5KdhROy1brXu2MHeOy8p0ACzC0m9bYaEcq+95Ioze6ns875YbuaNQ3hfpZHpEL1DR6+xCOEgTnjDVKaebzeJDlFoGWoFdzrvo9BLkiRVdrGJFQAK+fTWjX+b1e7NvRp+Wi2fvkcfzpL92oHTBya28Mg11RHcOFaSssiOrW3hi++bkbtJOmZNGvzw9dwuHhuHbsoFUUHqBoOlbnqlpNKDd5XMyiBJ1qnnba4bXSShyz1XQMO2XgANbas5kG7pTB49bhV428PlY7AdY3Rkiwgt2skIA8qZnZ/VjNEbusJ9nZuEYkhxrrxibE7JX8mbFGW5dUrojGeq9mupmcy2FSXWkb671IpPIALeLg0VEcG1UE/armehwbTeDG1c3IFYroiAQxMpnE7/z4HY3/ziiSTPAx7aC3LYzetgYcGYljsCuqO2mKXc+nSeCPBuQ59bz5RuSQG6VYYOAHodFgdeMgMxPm1aT7mTGKzEL1jVApQ4WvoxIzjAzVoKHycCtM+H64fYdmEaJu+ia73ojzL0tqxj9XcT6JzBpxXLDyRqk62HiQRdjKHMBAjXVjG031+hQIuULpN+MkxdCEPAAQT8mDSzVevgc8R7+1IYA9W7vw0/c+xNvnp7FxTQv6uCMDmUbCjghkuec7o0penB3ryiNTeaqkmH2SMQr4vDGiUOc1EzFzpQiZUDIb6DLY1aortZ071d4rFYzXgoFjVZ/dM3vt1sd/msFI661GoJhRDISTe5UJRqM6RI1eLGt1T7KFwV6qDnmE7ckLismWz0N16MSEyiKakB5jWAlsCXpCyGcBPA7AC+AHlNI/Nrju3wH4MYCbKaXH1e8eBvBrAAoAvkIp/Wk1Oi7DrHA+bICLhvUanDAV8nuQyvGmGx8yuQJmM3nMptkOgWLP1i786M3z2kLype29eOGfFfvb8OQc/u9f3YxsvogjI3EcOsFelNJ2T1sD/F4POqIhPPnaObx3cQbf+eJGg4AphSo5MjmPkxdmsHNguWnwkyjUZYnEjLRUs4lnZRKwG3lZTcHLL0ZGdVUqaK0WKyvhUw3aqFif3TN7RVSahtloV8c/IzfPxoia6fReZRo964MSQEg1gSkmNRPLiu9dtrPmf2fMMnbvMig2eKoFUfLPVW4Wsk674BaWgp4Q4gXw5wDuAnABwJuEkEOU0iHhukYA+wAc474bAPDLAK4HsArA84SQ6yileolcJTTVe/HhbOlvypluFvKSAgDyAu1yOp3VTP0BL0Fa5eJHwwEsa6xXBb3yIn737k/gi3/5GmbTBTz6j6dw/SolkpalMVacigTHxxI4MhLH3tu60dsWxpGReJkWsP+eAWTz76J/eaOOHrml55LuMBGm3fOTxkqolwZt6RATZi+0iii1WiSsbNJmgteOkHCqSVZi7zYq/3HdJSxWu5UyhphDVjSvOGXzGJs6ygWmmNTMarGyszu2owzJInfZIidGx5sdY1gp7Gj0mwAMU0rPAgAh5IcA7gUwJFz3BwD+K4Df4b67F8APKaULAEYJIcNqfa9V2nEZptN6L3bOzF6jIlugCAe8Wq6b+YU8UlmKlpAPyxvrcerSPPJFiseeO40r6nm0QfXIwf/17ofIqAtBvljUjS8m/EIBL46MxNHbFgYI0Wz44gDrbWvA7de14VvPvo8zl+Y0GubuwdI5sulsvkyoioNNdop9adCWH0PIYBX9aLRIWE10s8ngVHBXqq3LzF12NOxq7RLcOGoB9ykTqm32MWqD/6ykX0b2dSMY2fRlAvPB7b04c3lOmtRMHIf8vARgSGywUhyMIneN8uNca2dsOwCei3UBwGb+AkLIRgAdlNK/J4T8jlD2daFs9bPqM1D9lsenHhHogbmNPlcobTBSWUVwr4mEcFlNYnZhKq3lkumKhbB2eRMee+40jp+LA1B8A8dGp7ClJ6YycaZweDiuceFv7Y3hyEgc96z36GzzPGeYDX6W1XJLzyVtcjO6ocLwUYS+E5sgs7kfPDpqqC1Zae5Gi0QlGrtTAVipWcSuD8Os3UpyulfqqHXD1Xdr9gHMF+JKfC9G/XI6HpQ5Ux7jIT26z8QZa2S2YfftVlGR9cNsJ/GRdsYS5VinbwP41Qrq2AtgLwCsWbPGdV9aG+twmQuaYjZ5K8U+W5LzCAc8SGaLODlRsgHNZvLY1hfDwMpmHD+X0JKZdUSCAIDPbWhHJOwHE66Hh+PY1hfTqJf7dvTj9usUfizj1fJ2up0DyzWhz2e15AeC2WlTLGUCQAyz7llpS0a2cL2JqLxeMyFoNRGqIQCdmCeMzF2L1Z6I6u1I9LurxWrTjtPb6QExYt2iUHcyHoyoinYCpszuzc5OyE4KCKNALCOz17XW6CcA8HeyWv2OoRHADQB+ptq/VgA4RAjZZaMsAIBSegDAAQAYHBx0f2CiwKP3e4CsDfMNOxwcAEJ+H5LZLJY31oEQJZiqvaUef/aFjfiLn41oHPvmoA/jU2nc2hvDnlu7NGfq3tu6ccfaNvQva8CBV0fVzJVdAPQaPM8ZZi/4Di6rpRglyA9MGRWSZcoUD0o24gqLQtnKFm7HfCAKIiu+P0Olwshp5K5bUwhrD6icL+9mZ2DHBGfWptN2zcruHnR3QIxYtyjs7AhQKw68HY3eTODa2QmZmWCM+mE254BrT698E0A/IaQbipD+ZQBfZD9SSmcAtLK/CSE/A/CfKKXHCSFpAH9NCPk2FGdsP4A3qtd9PUQePZ+P3jilGeD1eJArFrGiqR7RsB+TySyWq0cDfji7gFhDHaLhAN65oJz9Wufz4NPXLcNP3rmI69ubtRfK7PAvnZpE//JGLQ9NNBzA918ewUunJrGtL4ZUtqBRqbb0XNI0CN7cImr8VrbAV05P4vr2Zt2AN9uCmrFs3AozN4IIqOyEIrMAFDtwm7qgUjOMm52B1e5qsdo1KmuHdeLE2c7asBKgsnHNx0/IhL9ZCgSZBm+lQNgxWYqKjhWz7Zpq9JTSPCHkNwH8FAq98q8ope8RQr4J4Dil9JBJ2fcIIU9BcdzmAfzHxWLcAOVHCfIW+zovkDFoOafaeJLZHKIh9ZHwuwP1/2tXNOHY6BQW8kWcTyS133YPlo4M3LFOOaQ7Pp/VZdZjLzs+n9Vy3PCnNjEN4uSFaTx63waphm3kRHx+6JIWgGXFhTeLXmVgZZ3kHSl3YNkTROIhDnbaEuF2R+A0t0o12rRb3kxIOt2RVCOqVdZno344eadiHXb6Zyc9sdieLE0x3wdRg+cVCFm6bTckAyuT0GJq9LZy3VBK/4FSeh2ltJdS+ofqd1+XCXlK6acZh179+w/Vcmsppc9Wr+vlmEnpOZR5/uARj/GtNgQV4T6XKXC7AgmXVXeQCWH/QTQcwPWrmrVyystVruWPFeS/B6XagGK0sm19MW0rzK5nQldx8iakOWQYJY1FzrLf+TqYxsOO+Ht+6JL2mwzGXF852OAW+263HEBt52wR8+Y4aU9s28k98m0DcNUmg2g6EPOe8M+zUjh5N2Y5iew+Z7vvVNaWnTZkeWR2D5pnwNxzSxeiYb9UowfkeWZ2D7rLYKnM1/J8NmxBkWW1NLqvamFJRcbGwgFcmpNHxhYMkpoB0E6Cqfd5EK7zAViAaOhJJLN45cwVAEAk5Effsga8fX4a74xPIZHMIshSDqjUSnALgd78Uc6KYTb2bX2tUtskGyCHhxWaZjlda1gb5EZORjb5xCP+7ARTGTmjnETSGsFpO/y9AJWlBbBqW4ZqtW1VX6U7Bh5O6jJzyrtpj1cyxHrcOnRlZhUrbr+ZRg8YB1+5yWBpZk4009qvuUb/8YFeOPPpXsycslk1ejaTL+LDGSWn/OW5BVxRGTxX5rP4yt/8HGPxFJrrfZhK5XDm0hwA5VSpr/zN29oBw5mcYp/O5Ap4+O51CPo9Os2MLQhBrnM7B5ajty2Mw8NXDPN7s2tGJpO6FZ/XRMy0IaZliEf8GWmOVpqVWE52vZ2MlU7bYfciLlZuDuk2atusPrHtSmFUH++3cHpfIpxo8Xx/3O4qxPaM6nGrMTNBKsuoauTMNdPozRzAbrVso0yUZvUtpka/pAR9QjDdeDit2W9wpz4CLGuo0/4uqDnrP5xdwMWZDIJ+Dy7OZDRqY2cspFxHgc3dUQAKnZKZQkYuzwMAXjk9id2DHdi1oV33wvds7cLDd6/Drg2rdIeEjEwmy7R1HkbX2B0cRpPDaJtpBTvlqmF+kAlCu4LELczqc7M4mMFMCDu5L7fti+2IJkOjRc1Je0ZmlWhYSSOwb0efZre2C6Pxx5y5osJklqbYqAzgPnUwO/3q0ImLtuurpSm2iWhInwKBN7MbRcnmqT5VAjstcFljHXKFIqZUm317S73KjFGunUpmseWGlTg2mtAO737suVPobWvAxHQaY/EUDh4dw8kL07otIZtAD/312zgyogRV7dnarVHVHnlmSLqN5els/DVOGDJGvN5Kz4YVy9lx+FYT1TRzuK2v2iYdp/1YDH6/G4ejDJVSGY3qlI0/I7aM04NHGNwzYeSH6MiOP6y8LWssKUEPIqjt3DOu8xHhDNkSMvkCOiJB7ShAAEjn8pjLFLCquR4Bnwdj8RQmpjNob6lHJOTXrt3W14qBlY04dOKixmVnJpLXz17BsdEpdEZDZXb1IyNx1mlNs2EMkK89dULq5Te6xi7dz2ggObEN2mFwVFPomYWns+fjhIXiNt+NVV3VXmyc9INvV8awsrKxm7Vjx4fjBLJy/HdO6K5OFBczG72ZgHVrNzc6/crsFLWajd4myrZ+hGPJmJSbWyjgjnXLUO9THkedj2ipi1c012MsnkJ7Sz06IkFMTGcwlcqpnHng8PAVHHh1FFPJBXTFQrh/Syf2bO1CKKCkRQCAc4lUGUPg/i2d6IqFsP26NgAlQW5ms5Rdw7bCOwfKUx+Lz8YoYZQT26Bsmw/omSN27dh2tv9iXZWaaa4Vm4VHJWYWo3pk7VfjXq18OID1mbViOdH3wPfdSZ+Nxq3MBGJmozczmbi1mxuVY6bc8gWglKb40ImymNKKsaQ0+mhIz6OnfJiUePoUh1VqcFRG5dMzzX9zd1Qz60xMZ1RBvgbvXpzF2+encdOarKbRD30wh7F4Ct2tKQBAfH4BG9e0AAAGOyNlNubxqRTG4il8+7nTuK2/VUuPsP+eAS2Iigev6fBMALvaM8/OAfSHPphpZ3bYNVaBIGZ9cpqNspr89UrSB1fSl2rteKzqqfRZ2YlSdXMvRmXstMfDybms33t5BIlkDt97eeSqaPRuzoy9pmmKP1YQTDe8qUaWi56hJeTHKfUQcBZMu3FNC7b0xPD4C2fQEvKh3ufDWDyF1ZGkdnrTa2fjGJ9Ko6c1jFyhiM3dEey/ZwBPHx/HgVdHtfpv62/FwaNjUPLad+toW/3LGjSKGZ/uQLyenxwAdFG1rAyDWdpVnk0BWAtmO3S7am3jq2FWsarDiobnBGJf7C4c1TLzWNXD+mdEb7SCVZSq07TCDEZC0E5ULA8npkimsFGJwrcYNno3ZtJrnab4Y4P4vH77yOewMTDPAwAmZxdQr9JyWHr6ybkFpLN5dMVCGIunUOdTTDmrWoI4F09hc3cEa5c34cnXz+GVM5MYi6dwa28Mh05cRDpbwN7blFz0jEbJIgQVKDsNdtxgrKEOOweWa4KbDXiglCJVNqGstCwxklZMcWDHnmu2QDC4Fb5iuWpouk7qqLZd3axt8RlUosk7zRzp9rlaPR9+l+hkATESgkaOVCMYCU2Zw/M3Pt2H4adP4Dc+3VdWj5mD9Gpq9DVnrE20hHy6gCkzLZ5HMpvH2+dntL8DXmB8Ko0Dr47ivptW48JUGgt5iqDfg+HL83j7/DS29bWi3u/B5u4oOqNBrI6EMLCqSRPQD9+9TqFbTs7j63/3Lu7f0qlluOSFOB+uHRkM4ODRMaSzeey9vQdBv4cT/PoJJWqlfEZDNjGN0vHKBI3R4mC1QNiBUd0iqiF4nQiLSgWurG3+k8diOqgr6ZcZrJ4PU0Cc5rs3Yoo5ZYAZC8Zyh6d5wJSxg/RqavTXOqnZxwYzaT2P3gslwQ5gntQsJXAvWdrijkgQZy7PIV+k8HkI0rkiPpzJoCMSRCqb08wzx0ahnRgT9HsxlcrildOT2qHgR0biCPg8+ObnNmkOqHS2gPh8Fo89d0pnnhEXCsA8yVhJqOsTiZWSX/ls2aOtFgegclOF3bNsndYv1uGGLurWXm9XU6/m7sGqLrFP1dxBiDsyt9RII6aY2VgXYfQcZIwXI3qlMh+JNn/Fe3ZDEbYTgFXT6CtANBTQOWO5DAio8xHtNCgRIT9BKlf+2/hUGm2NSjDVdcsa8MFsBhdnMtpvt/bGkM4V8Pb5abx+NoE9W7vx1buuwwNPvIEjI3E88syQZot/6M5+PPbcKQAEe7Z26bQyJpCYNsqiVwH9gOPPlWUTg7fDArAMC7c6td5Jrna7Iexu6ubrd5J/Hbi6PHi75aq5e+CZK7JncrXSNADutXpWlv8EnGUHNXoOdtIU8/cm8wtU8gxZnft29Jv6ysQFtKbR24ZeM/d7uUNFTFg3oYAPqVwpxXFAyGPfFQthSHXWdkSCiIT8CAZ8+ObnbsChExN4+/w0jo0mcPDoKL5611rsv2cAqew/IakeVPvEA5vw/ZdHdDnjRaE+MjmvLQy9baXVnBemRgm42IABgMdfGJZqsrsH7eUPd+LAs1unWLfYb+tdhvO0x1Y2cqO2KnUo20GlbB/AWvg67ZMZzOpzq9VX0iYP2XOwc/AIg+xaO05ms3dotoM1IwPUNHqbSKQLur89hDPYeDyASWIzAGhtCODKfFYT8h2RoHbQSFcshGg4gLfPT2vBUs8PXcKuDe348VsXFH59UlksetsaEAp4tSjWJx7YhJ0Dy/Hi+5cAEC0vDe/4KaXLVa5PJJVTo9LZIvbt6MeuDas0Z62RBrdvRx8evnuddNvLOPhsd2AlxO1o63ydboTKwaNjZYeei/WXdgLu8q8zWGlobjVuN+WqoXFbCV+nC10lqNR3A5TTLCsJmnKi0cuuteNkNnuH7PmPTM7j5IUZQw1d7HtNo7eJSL0XH85wX0hyypvBS0r81Y5IELf0xjB+/AKagwq1kmFzdwQ3dkQQn8/iGz95FxPTijlnZHJeu+ahO/txdjKJjmhIy2fDAqieHyoNKibQOyIh3Nob0w4FZ4MNUOz1vW0NiAwGdEJVFpUZDQcMt71OtsVOdwDsXpwJE2MnmFEbMthp1w2Vs5qodhSt0wWmUlOEnUXSKY3TyOzjpK9G57KK9TrR6O2Yo8zeIZ+P30xDF/te0+htoiB+QewFTHk8ioBP5UrO3PGpNFZeUQ4XmUnn0REJYiyeQlcshBtXtyDo92qO045IECub6/EfbuvBA0+8gf33DODNsQTOJVJ48rVzaG8J6kw1Sl6c02rfSJlAB0qDDSA6wc7YKyyHDlB+0IKVZmBnIPNcf7saxsGjo3j8hWGksnl89a61ltfv2drt+uxWXnC6CbyqRPC5WSTE9hbTSWwVR+EUlZhRzGBk9rEjRNm9Gdn5xXqdaPQAcPLCDF46NVnRoer7dvTpEq+xd2Hk6K1p9DbxgapZM+SLJeFOiTHvJpUtIFznwVymgMZ6r5b+IJMvoinoxWy6gHyBapz6A6+OaikMmDnnV7Z04geHz+LwcBy5wrv4sy9sRCpb0DFwmHlCsdcri4QyGPrABLqi4Y+BD5bi0xwo/c2b2uuZ09ZIM7BrV3WuYdiP7KtUoxYDufhPO6hE8LlZJKpt3nBappJdkVlZpzsVu4LaqD3R3Gfk9xGFqKjRm7Fqnj5ufSCNXR8Ju473m4kkA4aaRm8Ty5rqMDdZMrHwPHqjhGYAML9Q2gusag5iri6PizMZnLyg2IGagz58MKssIkG/B/9m/SqcvTKPsXgK0XAAvW1h3NwVxcR0GoeH4+hpU7JU7tnahd1/cRQjk0kt46TIk2fCnIFfBJi2Kx53x7NXZPZ6fpBaBUKZ2evZLsRuAIvdyL5E0v0RfmL/Wb+d2ngrYcG40bzctne1FrFqsY6syrpNl1GCubnPyO8javTWTKKCYRuA+Rjg78nINASUkwxqGr1NJDmBDQBeouSNB4AAAbKS9xYJ+TDF5bFPzGcxqVIVWWRtZzSEO9Ytw18dGcVcpoCjI3Ec/LVN+L2/PYn3P5zDTDqPbz93SrMORUJ+AMqgG5lMoisW0lIjyHjyPONGZOPItAvRLs7vAKppr69eAIsedjQmEU644U6FltPdxWJqXpX0i8HNouJWyDhdVMzohXZQ4roTA+VDvhCIGr2Vz8bsvFjA/hgQr+PbAfRnK5tF6FaKJSXooyG/jkfv9QAFVfZ7fASQcOXnM/ogqwItot7nQSZfhN/nQS5bBAjBrg3teOLIGABl58Bs6TPpPJrqfRhY2YwDr55Fb1tYC9Rg58V+ZmA5etsaMNOVQ2c0hO2CgCvx4xXGDf+Sb+6KorctjIfu7JdOBjFdglN7fTXs+Xbr4utkn6Ld0mjSL2Zqg6sVaQo4E96LvWDxcLp42U3DYLZAu8k1ZGZ2NAp+AoDvvTysJjUbxqfXLStzIKeyec1XxmJazMgIVmPAyDRkvgOyR05wgyUl6EXbcJZX8A2eXa6oz1W/UKDI5IvweQiWNdRhLJEGaBGPPDOE2UwePg/BV+7sB1A6a7YrFsKXP92L9y7O4MhIHIdOTCjOSO7cWAB49B9P4VwihZHL87qJyPPuRybndTz677x4BiOTSXznxTN44oFNZf3ndwA3d0U1ZzCrw2oCW/3uhCdtV1jINE7R5l6JM9GpRutUcFdi9vkoLVhXoy27tuxKKZWsLeOkaHL/Uclx2l+WWnv96hasX90sfSZWfgsj06R5UjOjHPaVY0kJ+kRKn9TM57HOdxPw6O33KxrrcLGYQTpXxGU1b06+oNAlXzsbRyZXxF++elZ6wHCJnan+h+oZP73LGnBkJI7eZXoh2NvWAL+X4PBwAt/4ybv477++RfvN7GQcABofP5HMav4AtjMArDVyO5PNrq1eJizcZHR040yUwenBG26zPDpp81otWE6yetopa/c+zK7jI1tFjdoMZknRALnf6cHtvThzeQ4PSu3xee3/PMXTSSZNHmamyWuVAmFJHTwivhA+PqpYlKv0TUG/7u9ktoC0mvsmq64SiVQWb44lkFG/b48Ey+p5+vg4Dg/HVdON6owUNPp6v1f3yaOntUH3ycCcSH/w90OmhzuI/gAGppE//sIZLXqWB5vg0bCSUO1bz76v2vwh1CE/jNmoLgYmtL/21AnT/vNldw9W5wBu1rZZnyu53k0dsmdULZjVXcm9ycoatSUeqmJ1v6VFndh+50YHhbC2nh+6VNZfozNjjeYHG4Ns0XBySMzuQeU82/Wrm2333eq3SrGkNHoRAS/BguqNzRpo9nMLebSFA5oDdn4hj/aWekxMZ7TUxtFwADd3RRH0e5DOFTGhRsbm1ZUkXyhi92AHXj1zBYeHr+DQCcWZEmQnklOK7788omn2703MlGnGEfX/Z6/M637bf88ARq+8iZHJpJZiQQ6l7s+oB5hEBgM67cuend3YRujEVi+WsxN4Va00vpUEJlViezero1IqaTW49JXcm92ybthUMn+NFayclrL+mu2MZTtWJ8GFIth9KDsUoutjTaOvAsR89MSGU2MhTzG7UMpzM79QwMR0BpGQH9GQsg76PATfefEM0jnFdv8fbusBACTUg8MTqRyi4QAGVjYCKDlh92ztxr4dfRj6YA7fevZ9DH0wh1t7YzgyEi/TrHZtWIXetjAOD8dx8OiopkX0tjXgXs1mZ8xP37O1Gw/fvQ5B1Z7Oa9BWWr1Yh5jF7/svjwCArTpERMNKmgQrba0a2rRYj6hNitqmrK+Vattmuxq39+amvFjG6b3xz8puWTdsKndw7rQ00ugB8x2rey1b3sePtEZPCPksgMehZP79AaX0j4XfvwzgP0IJTp0HsJdSOkQI6QLwzwBOqZe+Tin9cpX6XoZmIR99pixUthxeorfRN9X70FDnw8WZDPzekgNn/z0DePv8Ecyk8/juz1TPvcryiap0StFUAygRdoeHr6hC/Aq29bWWpS9lQU4jk0ncsbYNANFpEcoZtF5TOzpvZ2ZRs7wGbccWb8dJyn+yvrvhrLvRON2kOjC6Fyc7hko18kp3Cm7KV9qmGNRj597daOesHasMqDwURUQJgJTtLmVceitfl5NDTOzAyLH6kdXoCSFeAH8O4G4AAwC+QAgZEC77a0rpJymlGwD8CYBvc7+NUEo3qP8WTcgDwKyQj94OxEHSFQth5yeUl51jJHwU0dvWgM5YGEDpbFmf16P7FJ2vTMPpbQvjT3/pRmzri+Hw8JWydg8eHcNLpyaxra8Vj963Abs2rNKt7GZ2dJlNVNSgRUHlREPk7eW884y151ZbdaNx2mnLrB63tn9Zu1a7A7t9sgO+vN127drQjcCeFVM67LxfN/3cPdihO+zeLk5emDbxGZkfPCIDf5i3vu/uKI9ODi6381ulsKPRbwIwTCk9CwCEkB8CuBfAELuAUjrLXR/GYhBBbSAa1uej5wOmjBAOeDHr82BBo+dQiYVELsjLIGj0OweW46nj4xiZTOLNsQQGVjbj8HAcacFhwGiaAyubNEFstLIzsxD7tMNQEa8xYyeIsFuX0aJiBCd2X7c2d6t7sQtZu5VQGRmqkTPHKazKi/x4t5lDrTKT8m3tv2dAd/6xnXswSwECAPt29GPP1i7te6MUCLIdJf+MjPIx2WFXyXxaH+WDR9oB8MvmBQCbxYsIIf8RwG8DCAC4k/upmxDycwCzAPZTSl91310LCALY7yUoqGYZo0w3F6fTgqPWg1MfzgplxFXdQNALPz8/dAkjk0n0toWxc2A5fvSGkcaiL2jGtQ2quTHYp50gJZmzya2jSRR6ovC0M8Fl5YxgJ8S+EtOKW9NTNRy3boT2YpmB+IyLLADPXYoCBmtN2Cp2wu498MqKQossTzFslQKB363yQU7i/Zeekzkd1Cj+xEzJWswUCFVzxlJK/5xS2gvgPwPYr379AYA1lNJPQVkE/poQ0iSWJYTsJYQcJ4Qcn5ycdN0H5hzV6uX+7zfwYzbUi2sdxdrlTer/ynoqqVlflv/cObAcvW1hjEwmlS2cUXFhJ8DsgodOXCxrgZl1GIXTaIvIw8jZ5HSraE+gVie6j0/ktpiOXLdlq+G4lZmSquEwNqvDqHxJ8FHX1Fa+XZljXwQ//py8B/4exHJGtMg9t3QhGvbrUiDs29Gnadz8M3h+6JIlTVWkg8qeOf9+eVKDEQXUzlx2Czsa/QQA/q2vVr8zwg8BfA8AKKULABbU/79FCBkBcB2A43wBSukBAAcAYHBw0LWEEFMg5Dm7DSVEanJpbaxDvgjMcqkQ6gN6nnvewP7D0ysBlAlsQ41erK7MJGT/sGI7WkAiKT/D0slW0S51rpLUw6wdmWZphqtFHaw2RdLK+X01om8Z3DhSrdp1Evjk5B2amfOMdquiRi/TuO2YNPlreIFsZUIV+yNr61onNXsTQD8hpBuKgP9lAF/kLyCE9FNKz6h//msAZ9Tv2wAkKKUFQkgPgH4AZ6vV+TIQvarMJ6zMGQRMTafyCPq9mqDPF4rIZPVO3ZlMTlZUR68EUCaweRv9oRMX8d5FJRtmMCBspIQFwiwUWhwMdoS1LMrPSPgbwcgu6iTZmB2UQtL7pNquXbaQHSxm3hm35athErKqw+6iYwd2fShW0bV225cpHDLTilWaYvabU5Om0TVWi4SdtgBcOxs9pTRPCPlNAD+FQq/8K0rpe4SQbwI4Tik9BOA3CSE7AeQATAHYoxa/HcA3CSE5KAe6fplSmqjqHXAQefQ+NfukGQqFIuKcySeRyuHUpXndNYOdLer/9Jo2c/5qL9REo09n80r6Ay7pGQMLrGKBVEx4A0NllDPxNyOnj3Y/Sfn5l8yWvm+HPFmaCLbA7L9nQMoRB6pzELWZZlnttpzUd7Uokryt2K12zVNtZUKnms/RrhYv8924WVysuPpGh9/IDh5hJk0xO2slfq/HnjslbV95/lSz67PfxLauqY2eUvoPlNLrKKW9lNI/VL/7uirkQSndRym9XqVQ3kEpfU/9/n9w32+klP7Pqt8Bh1iDflLYOD2wzF4eDfmxdkWj7rvRK2n1Wo/u06eeTMU+RYvL7sEO3NobU/PPEGzri2naPY89W7u1QKqDR0dNKWey305emDEMZFImmDK49ELDmS3dDV3MLuwG57ilRxpBrM+NbdsunJRfjOAxHm58A0ZQbN2lU5SMUR3fDRtvosJRgtwRJtroAWMlyMxHxsBHv+pThpj58cp/49uy065bLOkUCF6PkpDMDKms3izj83rKVohL6qEjoEX9ZxnKNf7r25txZCSOTK7AVStx8xL9IDDLnMf/Zh2NKJ9gTjPlGWk51aCEmWmYblMjuGHTXCvKZDXTFfAwqqeavgEjrViEVZCTXVgFMJUolfp2vvfyCJQ0xSOaRs8YOkqQIg+7i1L5dWaH78h/k7VVfXb60kqBMCdoFMSIHVNCva98rRNNN2ynwJyyRs5ZccVOJLN4b2JGrXMWR0bi2NbXWsZEOHh0VI2ajWHXhlX42lMn8PgLZxAK+KTmC/43Kw1n14Z2laUjj9Cz6+GvtkbPa5Bmmnq1ArLsoBo7hqudrsDNLsSKIeIUdsqKzC+3OwheMMrqMGKYyQSq0c7ZaM7wUNosz31vNq9kv/Ft2WnXLZaURt8c9uHSfIl1k+W8sV5IDg8HkC2I2jnB2uUNODZaciUw00yZ85UT7IlkFkMfKPz7oMraefr4uGaX74yGcWx0SguKYkgks3jr3BQA4KbOqDYYjDT0nQPL8eqZScTnszp7vpN880ZbVhmMnFtm9duBXduuW+3WTrlKHclWDsZq9tUIbjRxO0F2Isx2KnbL8mPI7Q6CZ3UZ1SHbfT64vQ9nLp/Ag9v7dPWtX92M9atbHLPRRIKD1Twx6hffFnANnbEfJ8wKyW28XD56ahAx1d5Sjw9mF7QDwZWL5DsB0flKVRMOpUU8fXxcy2nDtmY7B5bjb944j5HJJGJqmaEP9JkrlXKl9MaRUCl4Qjaxnh+6hMPDcRwejiPWYLzNNxt4RkElMsgmUzWiVWXOLFn/dw+an2BkBDtOzcVg0rhxMFbCVFrshcVugJAZZM/JDpXRCkb3IRPUMmesbB7YYaPJrrEzlmTHCvIK11Qq+9EPmPooIBrUr1v5Ysl6Y8CuRJESYQGgeFelQXoFec/+9mrkGqJ97h7swLa+Vp2z9dCJixiLpwAA61Y2adkpxaAlPqiKTfpDJybUnDajuj7sHuzA3tu6sa2vFTsHlhtuzw8eHcW3nn0fh05MlP1u19xipPnzpga3TkrjLXZ5G25hVUelphqn5d2bK4zrMHv+Ru25cQzbyRdv1J7sObE+yAKH7PSHH3sAdO3K2pM5Y2XzQDSNGvVBvMZsThkF/7GFJhTwIhoOXPOAqY8NqOBEJbBm3pyLJwUKJtFs8CyFAquXF+zm7SufLB/Npq4I6v1ejEwmsa2vVfDwT2BkMolbe2PYPVjKLJnWOlXe1pnL8zg8fEXLOy/XWonah2KZxuTkEG+Z5m+ljduFGY3tavDJrWiIVnCqiV/tYKhqtGdGdzVqT8x4afacnL5n2ZiRpTMQ25Np9LJ5YEWtNFJ+zOaU0a5Y3BVc64Cpjw2mhOyVXgBW+SyDAQ9yGdFOzyU4gyLYE8ksrqg8fS1bJYeDR8dwZCSOrlhIc6awfDQBH8/kEVceRSBf396siwhlAUPiObAiy8ZoMrPUxqlsQZ18BS05lZW5x4z9wa5hnGAzpoUVFjOJkxNcLbbN1Vi8ZNdWYh7hhaadRF4AtDEHWD9Pp4utbMyYjVNWnyypmVOBDeiVH6CUZ8dsTslMQbIgxmud1OxjAzEFAm+xN0pqViiWJZ5BSYv2gAn9g0dHcXFGoVne0F5+RBirfSye0k6Y2rVhFZ45eRGHh+O4qTOqpimO4+DRsVKe7K1dSOcK+Mf3PsRYPKWLCI2GA3jgiTe0AKknHthUpmHtHuxAPJnFK6cnVTOQMkD4CaQI/Lyl89OOZlSKXC0/TNkKTmiEV1P7rYYAttNWpTsIvg7A/jmwbpLXyWB1j+KYc/I8+brNfCviuzJ6BmJfZUnNjHargHmEK99HO3NKHpVevsjUNHq7EEwqfi+gZgA2ZKbW+Qj0JsUiSoKecvVydWuVlVg3e7Z247WRON4Ym9JMNiwydltfDADQ09agpikuLUHRcABnLs1hLJ5Cb1sYe7Z26wZERzSEzmgID93Zr13PDyhW/shIHI88UzoUXMSuDe2mOWjMmDhGzlcnQkoWui5bSOywF+zC7sSpxBnK4GSxqFZk6tVcyMzqccNespsm2CgFAYNds4io0ZstGGaLI9++2XN1Q4aoHSVoE6ITyMMJ/jqf3K4+t6Bn6mRyRc2BqpWgFLs2rEKTmumSOWt5bm40HMCGNRHlTy4f/R1r2zCwsgmPv3AGpz6ck/Zh/z0D2NQVQWtDHaZSpXt4+vg4nnztHM4lUnhzzDhzxP57BnBrbwwdkRAee+6U7jmwiWCWkY9dxzuGxN8qdb5aB3Y5668dLKZzS4ST51KpE9hJPdVIxmYVtVzN2AEAtnMwmZEFRGepePCIeC9if9izNTsc3OydG41jM1bPYh48sqQEfZPAuuE9scSAdpMrUNT7So9hYiatJTirU3PQUEpx6MRFXYZLEXxwFMtdc+jEhKrBKoyFzmgIAJDJ6ReX3rYGhOt8ODaawCPPaOe5qAybHmzujiI+v2DI1uhta8Dt17XhydfPlbFYdg+Wp2OVgRcaInvC7De7YHWw3D1OGBpuYVcQVsKEcVPe7WIptgnAsp5K2UtW5Z3EZOjLyIWdHdaL/tpy5UQmMI1SIMiC9vjF0YwVZPbujRYKs/tbTMVkSQl68ShBQkq3R0SupAq/p3Q0IACsbAqiWV0wkuqJJMTjwRT3Mgc7IzrnrNdDcPDoKI6MxHFrb0yLlNOYM0SZkOcSSQBKlKyIh+7sR1cshI5IUEedizUEcGw0gQOvjppO1t2DHbj/lk50RkO4uSuqfa/QGK0P9eaFj9nkdis4rDSoasAJ9ZBhsQWhrF+VwkmfF5tCarYTNIKZsHPSXyMNWCYwZUcJ8sdyGo1/s/7w1xmNPX6hkC2KfLlrfZTgxwZN9T6dM5YX4EZG+kgogMtc1stLcxn82w2r8eTr57QzY6/MLWjCORLy47M3rMTXnjqhOWcDPo8m1HnqJdPsQSm+//II1i5vwrHRKbBIWn6QvzmWwFg8hbH4ebRHQppTK5Ut4P5bOjFyed50AETDAYwnUjiXSOE7L57R2ertOrCMrhcdZfynEZy2wVCJ/dpN2Urt13bKV8smb7dNt/mBrOpx05dqlZHByKYt883IDwcvZ8KJuw3x+Rn5q4zesXgNb5sX/VapbF7N4zOhy3xZDSwpjX5a0Oh52e43sNEncwW0cYN4LlPAuxdnNK0eAC7OZNAZDaMl5MNUKof/+r/ex0unJrFxTQu6YiEcG53CexMz2NwdxeHhK1qQE8tdAaIcsFzv96K3LYxjowmdNsZW+r2395RF2z3+whmcnUziyEi8LKudqEXsv2dAy3vDg48SZQPVTCMUNWFeq7FrdhAPMbdqg6ESDdSumcpOP+xCfLZG/apm1k2rPldrt2THbOPG/m/2zKqxW5FlgZRp9LLcMlamI9Ffxe7DzkloYn/L/VZWJ9i5x5LS6Ev8dwUeUoqITWXlGSeTCwVtRfCpKRPePj8NAGis92qpEd4YS2A6pSwkF6eVtMXx+SzOJVKIhv1qwjKFXZPOKUFKqWwBL52aRK5QxL4dfQAIRiaT2osVw8v37ehHiDvdig2I+PwCDg9fAUvkxCYXG3Svn43j0fs2oLetwZB1Y6SV25ms/IC2P6ndpaV111aprOycTjNU6qwE7NMOq9Hu1eLr8+WNqIaLsfvaPWh+voI9lI89mUZvxsm3Q680uw+j++TpteLZtGaZLyvFkhL0rQ31uDxXSjvM+1+9xDh4ikW08paejWtakC8UcXJiFk31PozFU9jUFcEHMxmMT6XREQniXCKFzmgI5xIp3LG2DQ/d2Q+/9wxAKb717Pu4tTeGbX2tODx8Bbf1s1W7lEuHDYK9t/XgjrVtSGfz0oOZRybncebyPHZtaC8T2K+fjWvZ92QDTUbz4gWPXY61EY3NSOjYOVLQLgfaCZwKuWqYVdwIVrftOuHrA5UtZFY8/EoWFKOyThZro2chS8H93Z8NI5HM4bs/G8an1y0zdAize37sudPSQ+7FZ2vFELITyctQC5iyCyHfQZ2PYEHNYGm2GUpxORDqvAQLQhri1S31uPdTqzExlcYbY1O6337hhhWqLZ7g5dOTqgZPtYNE9u3ow239rVqSMoBowhyApukrtrkWnaeeTU7+VClmlmG/PXrfBm0iA+UT2yoQxWyyWiUvc8J3lsGOXdMpnNqkrTQ4N20uptb9UVrI3Nx3Je2JcHJGgpi+hJloxECm0lyS70jFHbVYhwgnu4ZawJRNJFLC2a68Sk+MYmNLJpvGei9WNtXh9OUU8oUC2PLg83rwpe29uO8vjgIA6rzA+FQavW1hfP7mEgWL1+D33t6DgM+DXRva0dvWoGlFt/bGsG9HP1gKAb1dj+pMMixnCBsAbMDIAjjYdlA8VNvKYWQmGMXrxYVisRyZlZhveNg1S1UzehRwrnU7gZuFrBp5iezAyaJidK2TxcKJM/bB7b04c3kOD6ptWWnaRjtSmQnU7mHi/DWyMVfT6G0iGtKzbhZ40o2JqdjrIcgXKToioVIeG1J+0tS6FU14Y2wKCwWgIxLUMlXu2dqFV89cUQT8bT24rb8V8fkFnQedN7MEfB7sv2dAl/iJndJz8sKMprXzOUN4zV02GdgAZCkU+IFlFclnNLms7JFOhI6sDSeLjBs4qaNadm2ruqqh9Tqpgx9bbvMS2RXKTp6h0bVGZ74a1SFbxOykKbabM8eo33wacTs7W5kiIS42NY3eLoieROT3Eo0imTU8Fap0YtT4VAodLUHlS8nKUO8v1R8J+TE+lUY6m0c0HMDAykbNYfql7b34o7//ZwBK9kgAmpnlK3/zc+lRaDsHluOp4+M6rZ3PGcJr7mIqAVb+9bPxsh0Ef42RYDUz71TLpGJlQhJRDcEr1mEmICuhIYr4KC1ggLtnaWW2k/WjOs/QPvPEaBGzQ6/k70lMfwAY+65kgtvOwi5LhSAuNjWN3iZEqlbRRLjzaKjzYiZTwFymgMtzyo4gX6TweZhgVwadjpfPQMSBaTxA+QWB5cNhOHTiopYXhw0GmQ2UCXkxlYA4SJxo71bmHb7/RhPZCW++GqYNJ2YZhmrx2SvRyhdjAbPqlxsBLGOL2O2Hm/pZ/wGKfTv6ubNfjWHkDLWj0VsREqxMXvy9m7GqRFMqn9BOfH41jd4mmoJ60w2fstJM5PNJxpILip0/Pp/Fskb9SVJnJ0tnyebZEYRWCe9FsIWBC6xKJLN465ySy+amzoih8Dh4dAwvnZrEtr4YHr1vAwDjNKlW2ruYM9xOoiYziFRPM425GsLuWgRHVdI2QzW0XtEvw95hNQOz7C4mbk13svrFgCIrGDlUZcJfHjClQCZgrUxeVvcumlKNzJ811o0LiCkQvB6gUDC4WAUBkNUF0CqrQ6yhDkQ9K5aomv2vb+vB62cTyBcpZljeG01ww/wT8nw4gCLADw8rPHzx4HBW7unj49ougC0GoiZix6nFBpxRznC31DzeB2FE9awGKsluWS3zjExIVSN5mNPyMme52C+3bdox81WbFmqn/3aYYDImjOzgEQbjc5WtjxQ0en68ls6nYjAyGdVYNw4g5qPPWQh5QNH0lzWU0iAQVdB7CS1p66pGf/C1MdWkQ/DJ9mZMTGfKWVhGn4A0Hw5QOolKPDi8VG4Mj79wBntv79FpB2bbSyOnFq8NWuUMt9LSeTAfxMGjo5bBLosRaMNjsYWuTAhWqk1XY4fidCET26wGLdStY99u/400YisFQKbRm5WxQ51044Tl7/Gx507p5mhNo7cLIR89C02yMq7MZUq0zFCdF+l8UdHiNbOMUu+eWxR2Tb5I8d5FlpjMgaSH0VGEVvZ9pY5MNo/XL81pZ8Waby/N67RDYXSqpdsNdqnEhMJrSkaUto+C0HUKN7sEO4LRjtZpJnydtmk3sM6tg9gs66VZ340OBzcqoyhR5hG6dq4x19L1c3QxNXpbuW4IIZ8lhJwihAwTQn5X8vuXCSH/RAg5QQg5TAgZ4H57WC13ihDyC9XsvAjRGesTz/02AOWEoZcJYUpVLj20T16jv35Vk3KdgTM2owZhZbhgrD1buzSePZ8DJpMv6D5F7NnajYfvXoezV1J46dSkLpWxUca7PVu78PDd67BrwyrDzIl28tE8et8Gy7zcPHYPOs/j7SS7Iytrlj6W9cGt0HWTRVC8J6eQlWeCSHaPdmFWh9hmpc/NqA5ZH9w8L6Zli3lo7JhZZGmK+b7Ksk9aZX21c40skyZra9eGVXj47nWa4/mapikmhHgB/DmAuwEMAPgCL8hV/DWl9JOU0g0A/gTAt9WyAwB+GcD1AD4L4LtqfYuCaMiv+zvPSXmjg0cAgBDlwjovQWM96x5FQs1twz733NIFn8q51zR6VetnOebZ54jquB3hHLjRcAA9rWEA0KU9Zk5e3tnLYyqVxetn4/j1bd1lScuMBocdgWgnH429etxfD7gTaGZCiRciblIE251wbtMP2y23WILXqD+AdX57M5iZbfg+uH1uRkqE0QLAQ5bUjB8n4hiUpRQ265PRNTKlgbUlHkpyrQ8e2QRgmFJ6llKaBfBDAPfyF1BK+QTrYZQkx70AfkgpXaCUjgIYVutbHAgmES4/mJYKQYZ6n3LhQoFyuXI8usAewECjVzV4UbD/h9t6EA378R9u69G1dfbKvO4TUJy80bAfv75Nfy3DI88M4aVTkzj42hieeGCTdi4sYD04zH6XZe8zgtNB6OT6SjRoAKZCo9qLSKV1Oyln9x7t1GG26FVj52BWj6i9s+u+9tQJR/dkpETYWUicHDzC+ug0z74MMqXBaMGSZd2sFuwI+nYA/Ju7oH6nAyHkPxJCRqBo9F9xUrZaEAdNVm4JKUNSvdDnIYiF2a6Agp1Vwj6lGr36myjYZRpEIplFT2sYXbEQfptzkMqu5cHSD++5pQsPPPGGbpdgpX2a/c5+e+SZIcsJ53Rb6eT6SrasVkLKjVZs16zgVuN2Wm6xBbFRf5xq3mamEPG6O9a2ab4fp9g9qE9HLS6IzCTJ180nNWPgn4e4IJqZgvh7czP+jHe97jK+2kHVnLGU0j8H8OeEkC8C2A9gj92yhJC9APYCwJo1a1z3oYxHryLoLx0MUtY2SlGz+SJFnBuYYiIkXqPvX9aA8ak0MtmS/Z539jx0Zz9GryTREQlpg/Hp4+N48vXzAJSDRjZ2KmfMyq7lwdIP/3/+8nUcGYkjm38X/89/2ALA2iFk5rx04mw1o4XJ4MSxtJjO2WpGvIpwW7fdcpVQSWUwes7VolJaBSHx1ynmxyHHZgr2TFhyQN7pb8RdB8rnMmDMWrNi3IhR3vyn2M/dg6VoW6tYAlnWzWrBjkY/AYC/i9Xqd0b4IYDPOSlLKT1AKR2klA62tbXZ6JIcMynhKEH100jIA8raydLbeAgQM9HieI3+5+PTAIBXzkwikcyWHdD98ulJjMVTePL1c7ot5r4dfdh7ew/i81ntIG92uhR/rQzXtzcDgJbigA1OM4eQTHvgbbLM2WolRIzsmUaamxMtfbGds2ZwqrUu9vU8jGy5btu12qmIZSrxEViVdbuLKwlZWmauYVr4nq3dZff54PZeRMN+LakZUDLJPv7CsI6QYNV3/nejZyojOojav1h2MZ2xdjT6NwH0E0K6oQjpXwbwRf4CQkg/pZTl3v3XANj/DwH4a0LItwGsAtAP4I1qdFyGWEMAl+ZKGn3ACyzYMN90xUIYu5JCgQIT6vGAAMFUShnwV+az+KN/+Gf843sfIl+kiIb9+P1/cz2+8T/fw1g8hYNHxxAKeDHYFdXCnfft6MO+Hf1IZwuaUN+ztRtfvWutTtth0ampbB4A0Q1cZZBQ7NnajWg4gC9v70UsHEAqm7cMlOG1weeHLum0Qjvh7SKMAlWMtD4nWrqo6VxNeqPTthb7eh6V7HTctCuWqSTy1apspfRKNif4vptp4cYBU4tlLimv12pXfE0DpiileULIbwL4KQAvgL+ilL5HCPkmgOOU0kMAfpMQshNADsAUVLONet1TAIagnPvxHymlNi3nLiC8KxNFXodwwAeWFien5ccpYnwqjeagDxdnMjjwylkAyqLwmYHlGJ5MIpHMoTMawutnr+DY6JROuAMKxZGfPCcvzODR+zZoW0aA4uauKL721Ansv2dA52RlAxeAxpHXBzuZH+rBBzuJCdDsTjJ+MBotDk7NAWZ9ZXW7GfCy9qoRALSY11eDJ29UjxtBWu2FxU3krVUbMmFul17JB0yxvu3a0F42l6wWSTuBZnyaY5kZR2bauuYBU5TSfwDwD8J3X+f+v8+k7B8C+EO3HXSCRErg0QOwu2Fe3liHS3ML8BIoQp948PDd6/D3//QBTl6YwYqmOuy6cRXeuTCDA6+OYu9t3drhIucSKS19QTQc0CLeAOWFT0yl8T9PXtTZwlnmygeeeEM7VIQdA5hIZhGfX8Dm7ihuXN1sKkQTSfNslg/d2Y8tPTFdHWJ5o8nIBjTbbcgmktWEdSNsqzXg7UxIpwKnmtdXGthlVo9Ru9UWvqxOmaCt1v0xGCkAdqJYRY3ebGEy8okY/W71/O0mTaulQLAJMQUCPADU/QMhxvnH8oUiljfpBX0ul8eXtvfixfcvAwDSuQIyuSKOjSa0Cge7ojgyEgegpC9gppaST4AgGg5gfCqFqVQOvW3hMtNMRySIbX2tOm7808fHceBV5YDxO9VMezKMTM5j75PHdefQMpSEZcxxJCMDq49l4LObbEpWfypb0KVc5iEKmEo0S1n/zSZkteAm7cJi3acZFuMZGAlasV+VpqYwUgCsHPJAuUbv5Ig/s9/t8O1lhAnFt6aPar/mGv3HBgKPns91Y5Zk8kpyAZmccgFVT6KaXShgZHIelFI0B32YSefxk3dKfuShizP4/XtvwFQyi1fOTCKTK+LAq4qphZ0ixSLe2CD7P/71QJlnHwAevnudzmyze7ADE1MpvHLmCm7uihr2+5FnhjAymURvW7gsF43dSWZmN9Sbisrz4jjR1kW/ghncaKN26qmWYJXBzu7Bqn9uYaceNwweu8/bzEfEl610kTEb07K8MjzsHDxipVHLBDbj25spQYwwIaYGuZoHj9hKgfBxQXxeb6jx2ry7YpFgVs1G2apG136yvQmPPDOEN8am0BkNIuj3YEbNjtkc9OHwcBzPD13C+FQKY/EU3v9wFpu7o1jVXK9q+VQXaMXz5BXTTBabuyPYe1uP1BwyPpXGWDyF77x4RvcbY0aMTM6jf1kjtvXFcOD+QVMt2YhbzF8niw6UXcPDTuALK8vSOFQiZN0G2oh9qZS9IoPI1KgW991JH8zghsHjNLBLdI6KZY3YLCOT82XxIXbaEdvg6xefmRgwpTDg+jXTCWDNepEx3FibZik/jLR+sb1rmgLh44RYg37wFmw6YwGKep/yKK6oL+rkhVltcAAKD59dM5POo7ctjJu7ouiIhNAVC2HdiiYcG03gIsfaSSSzeOy502XmGcU0cxbHRqcQa1A0Z3GwsyAp3qTDyn7r2ffxyDNDOPDqWfi9HkRCxpPWjI4mDkxxIloJmN2D9gNfqhHl6aQ9O/23A7fCrhJqolkfKk0f4NQ5ywcmOW1PFKRGCy2L/OZzONmBGFFtprSIyhYznTz+wnAZ/dnsfo3aNKP3Mq1fjLIV61rMFAhLynRDi3rJ3ljvxWzGmuTjIUQ7PSpUp5hpWkIB/ODwWSSSOaxoLOqCrpqDPoxMJvGdF89oTtD2lnncv6UT716cgd9LsGvDKkPzzM1dUXTFQri9v1WbeGywM6csC5IC9Ntu5vRSgiqGpMFOsutldDQrB57VVjsaDujOsrWDSrbvTturhj3arllC1tdq2cDt0FmtYNcBL5axk43UuKy9s2pZ8JSo1FhBNL8YUYABeZpi0VTC3y8AqU/JqE0zB64RI6h2lKBLTAkHjyxwJHqNTSNBY71Py0efzSl1+DxAT1sDDg/HkUhlkc4VUeclWChQTaPfc0sXUtkCLk6ncWQkDkKAt89PA1BeomJrT+OVM5M6W/t3XjyDsXgK3a1pbRDxg31kch6PPDOkUS5FqiRbNIyEnnj9HWvLg9Ds2KuteL+A81S5bgWnUXtmZathk5fdXyULiBuHJN+HatyTEypkJe3Zfde8UmMGq8hSs/gQGY/e7IDw+HwWj79wBqlsQXe2s1MHv+ioNpsLNdaNTYgpEHKcYPf7CAo5uaTXp00oZbBnphrG5llQVwqm0R98bUxj4Wzri2kc/M5oSMsZf/ZKEmPxFL793Gn891/fDIBPeRDUnDr8YBcpl/xA2NJzSRO8jOUjgr/eSOu3IzCtKGJ2YTYBZb9XUjcPt9x6K1Qi/Nw4bXk4XVhldcr6b/QcK+HyV3uR5Muy3Q1rz4pLb0ej5/v82HOn1G/080vcGdlj3JRolOI98Dh0YgIvnZrE+tUTusOCqoElJejFFAihOg/mF9jZrsblgn6Pltis3u9FOq/wxhmLx6d6dcN1HiQXioJGr1w7sLIZB149i2jYj3OJFJ4fUrSEntYQDg8DPa0hrT2W8mAsfh7tkZA2cJgmzwYj28oy7YUf2N9/eUQXUCX+zurktX47nHmj06SqpdlVK7jHTb+MYg6cohKzjFON0A3smNyMqLRudwpGbVpp4TLY2V2I7ZlpztFwQKrRmwlWPuDJ7J4ff2FYumNmYP1X4mqIxsSTm+GsDiByjyUl6GMNdboUCMmFks0+I0lTzHT3WEMdckXFJLOgeXBpGSeT1ddUr2j0PzisOFQB4MbVzehtC2t0R6Yl1Ad8uk9AbqMHeDs9yrayfPBSKODT7O8ANbTdioPdTCvfPWie4KwS7dhqZ+BUcIrtOonAZaasajhJrWBHy62GKUaEWZ2VmOBksLJRi+PSTjtmux6ZCUumzYt1yA8Hr0ywWs2ZEkrpEHilTXxmuzaswskL09i1YZWr/phhSQl6drar9ieU1MOEUsisNuyr6VROo0761QPBKaXcwd/KJ9PoGRWzp7UBuUIRykAhGJlMIhr2Y2QyqWn0pXNnSx1gNnqvJ47fuqvUH2anZ+mI+bQIbDDwh3qb2Q6B8mAlKw71+tUtWC+JxJXBrXbsVrCZpWOwC75tN2Ybp2YWO/1cDPOSbAfopE9OYFWfXbuzme3aijjAdrc8l11s93svjyCRzOF7L49oGv2erV2G5yaLO1z2nbhoW5EDGHuHj6sxemY1Z6xNJFI53d8ESurhep8Hubwx17Kp3ot0zofZTF6zsxPiKRPSTKNf3liHrtYw6v3ekkbf0SLV6GVaw0N39uOdC9MYmUzqNIFIKIAtPTH85atnVS5+KS0CH7wEKOmUWaI0PriJR2lxsA5WEre+VnCiHbvVwMX2rFLDWqFSJoxTIem2n9UQxkZ1GPXJzeJix0ZtV3iZ+XGsnqPs9/J2nSUvE7V1AK58GMy8w88r3ofGR/LWnLE2IaZAYKaZjImQB4A5TksvFjnTjRBpyzT6S3MLuDS3gBs7WrCpK6LkuKZUrtFL8PLpy0gkc7i1V5+D5uDRUTz+wjDuv6UTAZ9HRzfjJ6IStKHPfmk2SWWJm3jYmbBmtlYjwcDKsBQKQHVojovlZLWC04nodmGx8mk4qUMUJkZ9crO4yISY2b3Y6S9/ncxkI8IuW+jB7X04c/kEHtzep11z8OiYlFkDGGvrTsxh7HpZ+gNZJO9iavRLKmBKBLFpemuq96KpXlnziKf0SIJ+5f/sMBKm0a9qrsfe23sQ9HvwxtgUjo0mkMkV0dsWRiKZ02n0QfU8w6EPZrggDHYIQlmPASiavXhkIJuIX3vqBHYOLMe+Hf2aTdIoqId9z6IhAXmwklFABx+cI7ZhJ8q0JDyo7WAdo4Agq/aMnoGbtoxQjchFO22aBf7YhZ1AHh67B90FVFmdTGX13ti1QPl5tXbuXXaNTPDKT3Er1/KN+m4W8GfWT1k0LUMtYMolRNON1wMUVCp9vRcwip2azeQ1jT7o9yKdK+LKfBa7NrTjrXNTODwcBwA01Hkxv1DAxZkMYupW6ycnLmIsnsLI5LxUo9+ztUut4woOHh3DV++6Drs2rMIzJy/i8HBcZ7rhbYYil57fSm7puWRpn7fjoDIrL15vpXFZ0fjMFoRq29/t4mqZYq5lm3ZNNW5plJXuDswcr3buXXaNTFOXOWNlJzrZ4cWLv1vt9Ix+rwVMuYTIo8/zgp2U+PFl5ep9SOcKCutGjX69OJPBj94cx4WptHbdvBqAtakrgngyi6//3bsYi6dwx9o2PHRnPz788Tu6TJJs0A6sbMTh4SsAKBLJrJaMTLyO36IyR2c2/y5uv065TtxKmm1tmc2dp345FdYycwnTeOwIZbvCw2xBccPssQvZttoM1Yh2dfoOKmUkVdNUY7eckdnI7FojZcSOyab8mnJN3UnAlNXRnOLvVgLa6PermdRsSQn62bReZfd4gKKNfDezCwWNdZNUU15uXNOMd8anMBZPoaneh6Dfi0tzC9jcHcGWnlbN5ry5O4r99wzohPf+ewZU23Qej78wjL239+COtW3YtaFd58Rk3nwZe+WhO/txPpFCb1uDdOBbsV5EZ5JIbbNjP7cKeLGrbTrV/Pk2nQokp1G2bkP83bZd7SAiEXbrcrtTcFLu0ImLlr4Zt3RTMzqxzCcl0+gVoa3PCW81JmS/y5QT/nQ4o3uqafQuEQl68eFs6W8flGOtADmPnqGpzotpnweZfBEeAhQpkC9QTM4pCcp4087a5Y3Ys7ULPzkxgbF4Cqc+nMOP3lCEd29bGPvvGdDsooodvR/HxxIai+ahO/u1xYBx23n2SkkA5zEymcQ961dK7aBmrBdWx/57BrRIWhFsosgOUhbr4QWXlVNUVrYSzd+pQLoW5hiztu0I/2r2we6OwW2ErRMevNnYMmvHTr9k5AGzdy/T6BWhXZ6Px2pHIj5jmXIing4nGw9iPTWN3iZ4RyoAFFTejbHRRsFsJq8T8oDigJ2YzqA56ENvWwMuzWYwMZ3BK2eu4LfuWov/61dvxu6/OIpEMoefvvchtvXFcHg4jr1PHsef/tKN2gB/+vg4jozE0RULqaaYIo6MxLF+9cUybjsf1MScrewcWTHaT2b/ttLSrcqL18nqqdQcsxgh/zyuFjNGBpmQdcull+Fq7xjM7Odm785sbMrKOu2fEdvHzOwiD5gyFuoyVgyD1fvaPdiBeDKL9yZmpKdhGZmmaqwbmxDz0edUqd0UNF/Pmup9aAp6NSEPALFwAF2xEGbSebx9fhqxcACRkB9j8RS+9tQJREIB/OD+m8FSHgAEXbGQltWSCfmdA8vx8N3r8JnrVwAA8sUi9u3oB0A1Rgy7NpHMYvegwmRQHLOKt/7g0bGynPJ8UAxjAMhYLkbMGTM2hF22jBmDhN0HP3GcskicsmIAd8wYp+04YQbxz6FSGDFMrPrutg9iObvvTvYczMo67Z8RO8WM4SJn3Zizk3YPlqdatoNoOIBYOIAjI/GycWjGrKmxbmwiFvbrUiAwzAhZLRmYpj+bKaArGsbJiZLd5+TELPbe3oN3xqdwbHRK+y0a9uOlU5P42lMnsH51CxLJHLpiIRwevoKNa1rQ3hLE/nsGNE58KpvHV+9ai0QyizOX5tQVuxUAtK0nmwQsCk/cQrKAp219MVMWjUyT4rUSu5q1HW3fyiRjpPVYmSkqZeC4MYO40SjtXm+l/TnZ4SzWjsFuWoRKTExGZd3ECZhpvkY7OiON3qyckWnHDozu99CJi2p+nYtl3P2ajd4uBGK6B4CZL5Yp8OGAR9XKgbDfqzlkM9k8PpwpLRzN9T4kkjl0RIJ46dQk+pc1YN+Ofrw2cgVj8RTePj+NO9a2qQeBKH1J54ralpCxZuLzCzjw6ij27ejTNHPeccqEHGMUJJJZnLwwg5dOTeKmzqihjU82ofkBLHKBnQppoHLKpZ1IwkoiYN2yb5y0s9h2fSPI7q0afTHrQzWimqtptgHM79koUZnMRs/DLjOmchhH6NZs9DYhbq/sHjD14ewCktkCfB6CFS31GJlMYlVzPc5eSeFcIoXmoA9N9X6Mq1TLopa3huDkhWm8MTaFzd1RXJxO46VTkzh4dFTNfudFfH5BS0b21bvW4kvbe/HYc6cBAG+dm9ZsiTx1UuQB878z7d7ssG0ebAADQ7qslDKmgBv7K78o8aYZoPJzQWWCxW2kaDUpjNW264vMDydYbMonY44B1U/HACyGcJMnKnOj0QPutWyje5Zx9xnMtP1KsaRs9Cy6lcHHvWuzINk69cJ8keKDGUWzb20I4Ne3dWtnxY5PpdGs2vonpjPobQsDBBrb5sbVzdpC8NY5Jf+N8oJVzT5bWnZ2bViF3rYwDg9f0WyCvNBMZ5mpqbTqswm9Z2u3xuRhNkUrW7ns+D3ejsqomm7sr6Ltldlbzc7QlMEsQpKHExu/k3Ju/AHVKM/MA/yRdovdtni9mU0dIK59DKwd5qeS1eHGp2L0LlkeKD6BGMN3fzaMRDKH7/5sWFqnUT/c2umN7O3m9+ssH48TLCmNXrTF+7we5NU8N3V+DzI5uY7v404Rr/P6kEIOIAQHXxtDOldEe0s9UtkCptTIW3bwyI510BKZ7VhHsKkrgg9mMvqIV4mCcejERYxMJrGtT57rZu9tPWUTQ5/rxosjI3GNWmllK2dZMY20JjOqpgiznDesPTPGghGuNf+70p1IJeUrNb8sho/BzE9Tab+cRr/ykEV88+0Z5d4hhOg+RRhp9G7t9EY7AbMdnJm2XymWlKAXnbGUS1ucMxDyANAS8mMhX1QjY5XFghaL2nYvFg5gYnoW9SrXnh08AkBLe5DJF/DGmKLJ67JXStIUp9VDTgZWNgsDkug+eLBJww464c+BtbKVW20/nUxq0XHs1ulqdb1dB6EIt+UqFbZm5d36LdyY0yrtazXA+m03R71Tyqcsy6rZAgAAD27vxZnLc3jQ4DmzsyDEOWJVrxHcLBzXnF5JCPksIeQUIWSYEPK7kt9/mxAyRAg5SQh5gRDSyf1WIIScUP8dqmbnJR3V/cmfEVuAMWZSeW03EPB71aqI5sABIQj6PVoWTKbRBwMeLZHZqQ9nsbk7io5IUMt1AwBB9cCRoQ9mta1fMKA89vcuzui2g3u2duHhu9ch6PdoCczY78wkAhA8/sIZhNR6rRJCHTw6ajlQZVRNIxiZgmR18qYhJ4m8+P5Xy0Rj1QczuqkIWV126KqLZW4CzM1dIkSnvOyZuO0zX5Yl05Oxuvbt6NP47k5gZEphC0Ao4JM+ByN6JStrtKO1qtcIMhONlSnrmtIrCSFeAH8O4C4AFwC8SQg5RCkd4i77OYBBSmmKEPIggD8B8Hn1tzSldEN1uy2HOGj4yFgztIQUjXwmnUeWpTQmRNPoQYvK4eA+j6b597aFsf26ZZhK5ZAvUKxd0YQnXzsHQK/Rb7+uDf+/18d05pw9W7txfGwKR0biOHh0VGMHsAk4MjmPZ05+IE1fkEhmtUArqxQIALSgJ6NUsnZSIfAQHcdWsErVYIRqm2gqNc1UUtfH0dxUbSqluDtxm3rCKpp196CcOmzmjGXmlGoyYWTlrN7XtdboNwEYppSepZRmAfwQwL38BZTSlyilKfXP1wGsrmovbSIa8uv+rlNTBFthKpnVNHpmrs/l8iWNHh4E/YqQB5RDw1lg1JOvncO5RErT6Dd3R3Qa/XdePAOWunj3oJKV8mtPnUDvMvYi9bsQMemZ6NTkAzzs2NV3bVhl6kyzExxlx3lnBKf2f7vpbZ2WYzuiapgrnDqcndyLUTnZLqLSezIr73RHZlSWwchpL7btJACMf/5WQXlmGr2RQ5w36ThNTS3T6K3GzbUOmGoHwO/fLgDYbHL9rwF4lvu7nhByHIpy/ceU0r9z2knbEEw32YI973W+WNTs7ywnzsTMAn7jDuUkKIDqNPpMXsk9/4ufasfolSSa6ksnTd3aG8O+Hf3YObAcjz13Gh2RILb1teL3770e0XBA02639cWkDlf2O0t6ZqQFiFoT2xLykbZOnZuizbOSwCWr+mVw246boCG3NE2+LqcO50rald1jpdRKs/LVev8MdncITt6l0fOXadNGGr2ZP8GJkiLCKADLrN8fm4ApQsivABgEsJ37upNSOkEI6QHwIiHknyilI0K5vQD2AsCaNWtcty+ukNRO6kooCwKzv69oDGB8egGzmTz+zxcUbbze50Uk5C9j3Tz63GmMxVNoCSo7ic5oCEdG4hjsiuAbP3lXy2O/b0cfnh+6hMhgiQHD8szzdjumPTAhHw0bHy8mC35iQVeA/ShYo8luFrjkRFg54cIvlolDhqspvKrRrht2ituFTOxnJY5mBnEcGD0HJ2fMGp2KJhOYRgFTZswgVv+erV2OYzbcOHevdcDUBAC+R6vV73QghOwE8L8D2E4p1agvlNIJ9fMsIeRnAD4FQCfoKaUHABwAgMHBQdck0mg4oMtHX7RZ04bVLTh+bgqZfFE7vKS9pR6/taMf/9//cRIXZ5Qslh2RIABofPlNXVFQCpxLpNAZDeGxz2/Am2MJpLIFTcjf2hsDQPCtZ9/HU8fHceD+Qe0cWKBEqXzl9KRGmeQDm+wEUbABs3NguZatkrfpO7WRi5PI7iS1C1n5amjYduGWSVFpu4D7xcxpW1crcM1tQJXRc3ByxqxIpTTTzs2SmskSoZlRNa3A7wTEZGlGrCEn9+4Gdmz0bwLoJ4R0E0ICAH4ZgI49Qwj5FIDvA9hFKb3MfR8hhNSp/28FcCsA3olbXVC9ZOcZlWYBU+9cmNY0er9qpI+F/fjR8QtI54pY0VSHSEiJjOUDp1a21ONzn1I4r+cSKbx8ehKpbB5TySw2dUWw9/YefOeLG7Fna5fGt3/kGf3tp9VO9rY14OG71+mEvHpTwqceiWRWY9ZEQnLbqNPtJxvkIdXH4cY2bDfhGd+mG5aHm0Alt0wKt+3x5QBnDBm3cGLvdcoiApwFVDmp367fwWwMydg+ZknNZInQ7Dw/o7HA+vbofRvKkqWJ/ebruKY2ekppnhDymwB+CsAL4K8ope8RQr4J4Dil9BCAPwXQAOBpNSDhPKV0F4BPAPg+IaQIZVH5Y4GtU1XEk8JRgiixbsyUe7+3tAwsaKwbD3paw+rJUMBUKoeAF8gWoGPd/K93P8Dm7ihu7GhBOpvHgVdHtbp2fELJLzMyOY/WhjrEtOClkvbBOhYJ+zUNnLe3Wx3szYQyAI3BYBSQIk4qOyYUt7ZhqyCuarE83GiulTBKFtOPIKKSXY4T7bDSZ+jU91JJOgq+rJGpRfZeZRq92Q7AzvMTzVv8PYlsIF6zN9odA7i2NnpK6T8A+Afhu69z/99pUO4ogE9W0kEnaKz36QKmilaJ6FXwkbGaXZ9S1KuHg0dDfnw4uwA1zkmz0X/nxTOaSWRLTxRvnZsGoJh47r5hhWYf3/vkcY1Fw+zyzJwiHs7AByQZmVsULX4MAMWuDe1aEJVYBytrNHGcDFS3dnM7x8lVAjd2zUqcmB8XP4KT9uzQIUU4Echi/ZXcl1FZpvDwR2fykNnozUyIRsFeRvdl1C8zB6xoQpxKZWtJzezgw9mM7u8iVfLYLJicLgUALaEAMrkiZjN55fCSQolLD5QWgnCdB8mFEo9+zy1dmpBN54o4PHwF0bBi4ok11CEaDuCx505hZDKJrlhI0+YPHh3FS6cmcWtvTItuBYCRyXm8cnoSe2/vwedv7jA9HYo/wYalQTaaWG41d0A/od04Ye0yU9xOfqd2Tadasni920XCbrlK0gM4bc9IOwaq74dx43CV9dfIt7J7sPzoTB4yjd4N1112X1a7CaO2mH+OZbFlckHMvFkNLClBv6q5HqcvJ3XfLeQp6rwECyZUy6n5rHZUYJ2PIM0sQFRvH08u6CNjf3B4VKNV+r0Em7sjODY6peWwSSSzmpZ/74Z29LYpgojZ5a9v16dA+MZP3sWRkTgIAXrbPqETXCOT83jkGYWtoziQlAAPO1q8mA2Twanmzu82yn0J5XDi9HQ7+e2yi8R7AKqfe56hEpOL3d3YYrTFo5JFxqp8JRkhjRyZVoF8Tg4HB6yPEeR/N3LcWqchERNhyTNvVgNLStD7PHLf8kKBwu8lyBkIe+IpPVh2zblECutWNgEo2f7bW+oxMZ3BTDqPrlgIyQXl+85oCIeH49jcHQVQymHz/ZdHcHj4Cnrbwti1YZXWRlA1Cb03MaPz9Pe0NeDwcBw9beWDn9G1WLphPkWxtUZh7dC1IyystCYRZhNThNvJL6OZAvaSddnBR9nksphtud3J2bl+McxfVm0aHQ4OuDtG0OhAHx4yiirflnKKnFf7bdeGVTh5YVonK6qFJZWmOC54v+u5wFizGNnWsA8rmuoAKEp8nZdgJp3HPw59CEBJS9wVC6lUSeUAkrF4Cj8fn0FnNITt17Vh345+rF3eqFSorhu7B5W8MIxtw7zze7Z2Y1tfTE2BMKb1I6JG9tb7PGXe/P33DGiHirMBxHLh8CwZmcOVT4Img1ifEZjWZDcqdPeg/ZwmMhaFU4YLq8Osb06jVN1EtdpljlTaXqU0UbttOWVEuWVQWSEaNs7JZDWGv/eykqb4ey+X0hSz+z90YkLLC8WgjF3j9MT8OxafoyynDR/Rzp6NWM5Nyma7WFKCPtYgDFhOwzez0vu8XqxsrgcApHJFLBQomoM+TKfyGpVyLJ7SslPOZPLY1teKjWtacC6RwpOvKzluRibnAZQ0dgBYv7oZ2/pa1QNJxjSK3U2dkbKeKbnm+zD0wZw68MY0gdXb1oAnHtiE3rYGbQHhT6QyEixMqz55Ycbw/sX6zCAOWL6PsmuNzvA0qtcsbN4KssnkFG7ok5WkiHBL1wTc00SN2rSiCzrZBZkt8JUsBEZlrcewmVlE/5vGiAM1PCfA7B3zNE9xYeKfpfi8r3UKhI8vuMhYMxv9Qr6o2rxL6IyGcGE6jYRqtmms92IsnsL61c1orPPh9++9Ht/4ybsAgJagH+lsHkdG4qqZRuHWM02bpUVgB4K/fjaO/fcMSGmTJy/M4PDwFZU9QA23j7w9kvfWy3jJVuYWI/um2XaYXcdOvBL7KF7nRuO061SuZptuTCGLwSKxA7f3acZcsXLI2wFb4I2SllUSAcr8U2I+92jY/NwFMU0xP5ZEEwp7Dvt29Jvmf7KaGzKSg5mp8WOTAuFao0x7IFanxiq4MJ1CcqEID1GYOj4PABAkkjkE/R58YmUj3j6vaMRj8XnMpgt4fugSfn1bD946N4XptJLKmA+KevS+DTohCwDXrypp91t6LkmZDiy4af89Azh0YkLLmyM6hvgBU4p8HdJF3bLrrA4eEetjz9IsopaPvDXj+bthm8jukT0fO0LRCfXPbJLaRTUXMydwywAyarOaIfhGAhmoLAJUWUSU7JUnL8zoSAFm9YrOWCP2DDO5sHuwcurLjvQUSQ6y5yAzuy1mCoQlZboRjxIsWuS6YTffFq6Hz0NUIU+gxEwp5huFIUM0R+tsuoBNXRHsHuzQTqAK+j3IZPMYmUyity2Ml05N4mtPnQAAPHrfBtyxtg1HRuI48OpZDKxs1G3P+O0b29axiDpmdxdNEeKWj7ff82DXsQOTnR7XZhVRW2k+Fb4eO0cZVmL75mFmOnBjk3dTphJUYu4BjG3d1bQRM4EsM33Y8aWYwchMY2ZX33NLF6Jhv+aMlZlJeJOL7H3K5mpa3dHy9n2j58D7D2Rmt5qN3iYYRZLB5FApACVd//JcGvmiIth72kIAgEyuAKraz30egu/9yk1ob1Hs+Hk1iU7/8kbFbJMr4uyVFB6+ex3+9JduRGc0pB0Szswi+3b0KeYbQvDSqUkcOnERgP6AEF5o8kJNtHmKgoq33/MoaS3yMHU7aQp4jUm8vlpON6NFpRLbtxnMFoxq2OidwM0zrMZzl9VhZj92AyMHO085dHMfRqQAs8VFTIEgE6pWNnLe4QsoOwF2sJAZJVK2MMkWpZqN3iaiIX1SMy8BWKwUM8vIUKRKCG1nLKxx5ydm0kguFOHzEPzGp5WABuVIwQzyhSIOHh3DgVfO4v4tnRifSuGhO/vx5lgCL5++jHMJJTX/W+emtQHIgpoe/O/HAUA7AFzZ2uXx1rlpLd2CaMtjUIKkqMaesYo6Fbfo/EJi1zTDQ9zu8vU70e7Fa/l6ZM5YWf/swKhPZiaPq22jd2sqMjKLVNKuU6oqg5PnLKMcuqFLGtEgjSiTIr2SzTs+mZmdIzdFfxez75vNRbYwsZxU/KLEH6ByrZOafXwgLKq8/zXgNV5x2alS+XwBl+eU1XVlUxD1Pg/yRYofHD5bVoad+1rv9+KJBzbhzbEEvvXs+3jr3BTuv6UTHZEgDg9f0W3pnj4+rgVYMU0gGg5oUbWbu6OGE54FWaVzxTJ2iRUtkrXNa092TDM8ZFx9XsN2omWK1xpp6pWaatxovm7adFqG15bdmoqMNNdqtevknkq7UmMGFgOvtRr1wa4pT6wPMGZeiRq9jBFmZVKS7SQASNsTYdQer9XXNHqbiM/rX4zXA7AcZWY5iz0ehaCTSOW0HcFcOq9ltFzVHJSU0gch7RxYjqeOj+PwcByUllIZ86vPzV1RdMVCuL2/DXu2dmnfvzehOHp9HiKdeIlkFu+MT+ubhTWjxkx7Yo6f/fcM2NLAmfZvFPzkRDM1urYa6QYqTSHgpk2nDme7xzaawc29We08xOfvNMGZFQMLsJ8szK4SItZnlKvGKGBK3BlZpe2w2kmY7W5l7fFaPXCNk5p9XBALB3RJzQqcjZ6a2G7YYtCkcuY/nF1AQ9CHmUwOmXxRy0fPbPPKp557+/zQJc0Z267mrd/cHdUJ9O+8eAZj8RS6W1M6u3dvWwMmptP42mfk+S2UnUACQOlgcYb1q1uwfnWzdELwQl0ceE6zG5pNvErMNmI7lR4GImNTuO2rEdzWUaLt9VXsVHazIFktDmZMEjt9sWJgyfoge5ZGpjwGs8XcaAzJUiDIzCd8XWbmGDPBLi4C/O9ieyLTppbUzA4E60ydj2hHA2YtEpsBwIWpFHweJYb28lwGmbxyxOBvq/lh2I4hPp8ti79gGv3IZBKtDUqU7Y2rW3QDRKZVPH18XAu4evn0JDZqgVQllHYCrbroVua5N9KyzTQUJ1QuK+3fiYA2u9Yt1dCJFr8Yi4ldWAkwp3C64MgotDJfiR3N3E79Ru1YUWatFjGjxdwsFYjZwSOAszQIYh/NtHuxv+K84xUuoKbR24Jouslwwt1MzDfVeTG7UEAqSwHk4fMQ3NjegsMjcWTyRbx8+jI2dka0HUMsHCglPFM/eY2+MxpSNXB9q3/56lkkkjn85atnNa1i92AHXnz/Eo6NTmkOWhFsJ+D1xPFbd5W+lzmUeBhtY1l/7Q4qdi3Ls1MJ99ytMDeDlRZf7fatnrsR3PLeRZRMQO5Od2IwCuaxo5lX0o5b85rZeGbtGJ0KZXSUoJlQt/uexXvg6aviPbLdMZt3/G+LmaZ4STljy1Ig2EROtfHEQn401fuQL1KcnCilDJhSo2N9XsJ96lX6nQPLtYCpizOKfX7ogzmdQ4fRH3kaZDQcwI2rI7q6ROy/ZwBdsRBGJpO63DgyBw8PM16w6Agyw+5B8/ByM8eeE4qkW9pgpU5bp7B67nZQDUqmndOdzGDk/JO9Iyf9Fa8V3w//np04o1m5R54Z0u1iZLllRIg8ejvPwu57lt2D0T0aOY+j4YB2bCijXlcTS0rQg+qJ8z6bd8cyVvp9HnTFFB79iqY6NKpZ0d69OK1cqOanByFlpptDJyYwMplEZzSEX9/Wg9425XQqfoBEwkrSspHJeUcTvLetAZ9RB4ao9Zt56sUJJrIuWC4Po2APBiPesh3w3GM7C4obwWUlLPj7rhb3v5LFxQmrxKztPVu7KoorcBKgUy1WlSwi1C6MFA5eoWFaszjWvvszJanZd382LFYLwPhZuGXCGJUzf+bmWWYrwZIS9Im0Pl8Nc7L6PcbUSqDko+UnTL3fi+5YWKmH8TTZQkKLyKj0yoyWI0dp41wihT/4+yHNjMO/6D1bu3FrL8taWRKuQfVs1qEPZo2FIb/IcGADh8+OySBGQJZPVvv5r41oa1aw2g3I2jCLSHQD/r7dCuhqBm85pbaKWMzAMaNn7eS5mV3L/Ers/07eKVM4xJ0o357RgqQecap98jCz7buNVnWzcOza0I471rZpubKqiSUl6Jvq5MmIcybUSqAUIatYZrhVtUy4erTPU5dmAUD73LVhFbb1xbC5O6KdKDUymcShExNaO9FwANe3NwMo8eJZWdkOgIeYw57BSpCaCbk9W7u0ZGt2J5zTQ6efPj6O/fcMVCRcDx4dq0gL5+/brZCs1k6A74+dw1tEVLroWXHpje7TyXMTFQwe7N4B4joqVowh4H0fRruFB7f3Ihr2a0nNeLCTngBaZq5ys/swK2e2cNRSINjETFpv1jCJkdKBnQ1LiAc6LZfT4AGAcp9rlyuHkrDP54cu4fBwHH6vF/t29OH2fuXsyrSYh0GyOzt04iJGJpPY1tdqOKCMctgDSipko0NHzLQrN4E3brb7RrlD7JYHaEULBYCKNOBKzA0yVLobqGTBsSpfLX+H2YKh1E1Nj94zg5GywXYLsrTNYsCUHvKdLavPLMW3DGb9MFOUFjNgakkJ+jJnrE1TFzsQPF8oCFq8fgAoC4HyWe9Xdg/skzljDw9fQSjg0xaP0nGEYqdK3zO7+8DKRtPJX6qqVJYxDWSHjgDm0atOBZiT66shHEu26G5X+d2rpYWbTVwn/XEKWdlKBbFVeXERctt/M2e/1Zi1ghuziJkz1mhn68TsyEO5d3k+/ppGXw2IQtWmRs+U7kQqpwl9WiwKAVJAychTni2Np1fuHFhuaFOXf6/8/50LM4YT6uDRURwZiWsHijNYsWf4iSpjPzgRYMoWV7GvWl3vRjhWww5eDXu8iErqqWSxkZV14niWwakfxG3/zXaL/PN0s5AYjXkzQWmm0Rv1NRoOaJlhnWjZyrMlePyFM2W772ul0S8pHn0ildP97fMAhYLBxRyCAYLkAkVT0AeinkpFPB4kZpWIWG0wqRo9iMc0YOr5oUtSE41RKgPmjD02msDTx+WHgzATUF7wNxhF9zGYccyd57+277xVOMjOEm8xW2kqm8dX75JHCdtpl32a8dadBBvJ6rFbvhLevpuyboO5jMqZ9cHqGdjpv5v+uoloNQqYYjCaC+4TjckZNGb11Q4esYloWJ+9UtGare03Cznlmtl0HvU+1aFLqZYNMxpSBzFvszcJmNo5sBw/ekPuGBVTGSSSWaSzeWzujuJGg1QGQMkZyy8GZgEkVsEliWRWO3Dc7sAST+Ixg9UCJIf9hYSHmxwtlUbImpV3mzPGrA6717pdWIzKmfXf6hkaleXLGbVrdxGxG9FqFDDFYCRk3R4GsmtDO05emClj0JjVt5gHjywpQS+iYHJ8IA9Gw4yG/OBXYn2AFMCzbngTDLNHM+rkoRMX8d5FxYHD56aRpTJ4+vg4DryqUC3vXLeszOuv0DAJN2BIWeAJUD7RrCahHYqfmyRjlQgdJwuJeC9OhXYlmrZV+audZsFJZLAMTlMpWCkRVjDbddmN+nUa0Xq1NXqjch9pjZ4Q8lkAjwPwAvgBpfSPhd9/G8CvA8gDmATw7yml59Tf9gDYr176CKX0YJX6XgYxBUJ9wIP5BeujBBl8Xo/Gmc8XAKbcM+RVO1C+UNBp9Mwevff2HgR8HnwwncKRkTg2dUV09vRSUrO0NqH4jJbihGFOKwAIBbw6c4aZs9OMFyyW3bO123ByuzGl2BE6RoLFrvZrlKNFtqMxEl5u27JTvtJFxGkdlbbndGFyu5Dxz9Jql2B2Xitfn2wOsIhW/szaq63RG5W7Vhq9pTOWEOIF8OcA7gYwAOALhJAB4bKfAxiklK4H8GMAf6KWjQL4BoDNADYB+AYhpDxrV5XQHNKvW5msfSHPkEhldZ/633KlT06jZ86h9yZm8NKpSbx2NqH+pE87LPP8M+E/PpUqE0jMe3//lk68cnoSI5Pz2m9mzk4rVoN9R6lzU4odh1K1KYJO+OCVtiVDNZzIldRRCV3TDTvKqXPaSTxEiWllHfUrjmMz4oGbFAhA9QOm2LGefHxNpW3ZgR3WzSYAw5TSs5TSLIAfAriXv4BS+hKlNKX++TqA1er/fwHAc5TSBKV0CsBzAD5bna6XY1bg0duVT6VUCUQ136hmHIEhwwZdNKxPasbs0UdG4uhtC2PjGmUtW7u8UdeOzPNvNgCjYeVkqvEpZYfwyDND2m9WqQ/MmDh2vft7tnZpk84uO8IsUpfvX7Upglb5VdzCTj3VWFSc1FFp0JTYrhN2lFMzD2ujkngIo36ICxT/DMXFz5xHrxeyZgsG377ZOzCeg8bK07Vm3bQD4EffBSgauhF+DcCzJmWrH9+rYlljnc4Zmy8qQpz/lCHgJcgXKbwewOdVHkl9wAdmr2cLQZ36nzqfRzshin3uHiwdArKiSTlbluW2YXjozn6cTyjHDjJYbSkTySz6lzcimy/qDv82s+dZOULt2gJ584Tdo+X452DEIHJq6xcFiqy8aE5w6wR109erbaqphg/ATbtu2xZt8tWony1QfKZKvh1x/Ig2ejPznx3zox1HtGwOmvmhrrmN3i4IIb8CYBDAdofl9gLYCwBr1qxx3f6W3lacnJjV/m4O+rRo2fWrm/H2eX2EW1O9D7OZPPqWN+HkhRnc3B0DKPD2+WkMdkYBAG+fn8FgZwwAcHN3DD8fV64TXxjLw8GcVCzBEo83xxIYmUzizbGElndeEd5DOiHO4+nj4zjwylk8fPc6XdZLqwlq9rsbwWS3DP8cKhF8TgVKNYStW1RjUXFSRzXv1Wnf3bS9GPcmu85MMREVKjPFwE4f3F6z2L4dIxBaFrkpXEDILQD+C6X0F9S/HwYASum3hOt2AvgOgO2U0svqd18A8GlK6ZfUv78P4GeU0r8xam9wcJAeP37c1c0oLJUxpLMFBAMebL9uGb793GkMrGzE5zetwaETFzGVyuL9D2axYU0En79ZOYleFMy8kOJXfTfbVrF/TstX2ubHFf9S77uG6kAcPyOT83jkGUWh6m1rWJLjixDyFqV0UPqbDUHvA3AawA4AEwDeBPBFSul73DWfguKE/Syl9Az3fRTAWwA2ql+9DeAmSmnCqL1KBH0NNdRQw79UmAl6S9MNpTRPCPlNAD+FQq/8K0rpe4SQbwI4Tik9BOBPATQAeFpNA3qeUrqLUpoghPwBlMUBAL5pJuRrqKGGGmqoPiw1+quNmkZfQw011OAcZhr90kpqVkMNNdRQQxlqgr6GGmqoYYmjJuhrqKGGGpY4aoK+hhpqqGGJoyboa6ihhhqWOD5yrBtCyCSAc9e6H9cQrQCuXOtOfAxQe072UXtW9vBxf06dlNI22Q8fOUH/Lx2EkONGFKkaSqg9J/uoPSt7WMrPqWa6qaGGGmpY4qgJ+hpqqKGGJY6aoP/o4cC17sDHBLXnZB+1Z2UPS/Y51Wz0NdRQQw1LHDWNvoYaaqhhiaMm6K8iCCGfJYScIoQME0J+V/J7HSHkR+rvxwghXer3MULIS4SQeULIf7vqHb/KqOA53UUIeYsQ8k/q551XvfNXERU8p02EkBPqv3cIIf/2qnf+KsPts+J+X6POv/901TpdTVBKa/+uwj8oKZ5HAPQACAB4B8CAcM1vAPgL9f+/DOBH6v/DALYB+DKA/3at7+Uj/Jw+BWCV+v8bAExc6/v5iD6nEACf+v+VAC6zv5fiv0qeFff7jwE8DeA/Xev7cfOvptFfPVgesq7+fVD9/48B7CCEEEppklJ6GEDm6nX3mqGS5/RzSulF9fv3AAQJIXVXpddXH5U8pxSlNK9+Xw92OPLShetnBQCEkM8BGIUypj6WqAn6qwc7B6Vr16gTcQZA7Kr07qODaj2nfwfgbUrpApYmKnpOhJDNhJD3APwTgC9zgn8pwvWzIoQ0APjPAH7/KvRz0VAT9DUsORBCrgfwXwF86Vr35aMKSukxSun1AG4G8DAhpP5a9+kjiv8C4DFK6fy17kglqAn6q4cJAPzx7qvV76TXqGf1NgOIX5XefXRQ0XMihKwG8P8CuJ9SOrLovb12qMp4opT+M4B5KD6NpYpKntVmAH9CCBkD8FsAfk89WvVjhZqgv3p4E0A/IaSbEBKA4vA5JFxzCMAe9f+/BOBFqnqC/gXB9XMihLQA+HsAv0spPXK1OnyNUMlz6laFGQghnQDWARi7Ot2+JnD9rCilt1FKuyilXQD+TwB/RCn9+DHfrrU3+F/SPwD/CsBpKAyA/1397psAdqn/r4fi2R8G8AaAHq7sGIAEFO3rAgTWwFL65/Y5AdgPIAngBPdv2bW+n4/gc/rfoDgWTwB4G8DnrvW9fFSflVDHf8HHlHVTi4ytoYYaaljiqJluaqihhhqWOGqCvoYaaqhhiaMm6GuooYYaljhqgr6GGmqoYYmjJuhrqKGGGpY4aoK+hhpqqGGJoyboa6ihhhqWOGqCvoYaaqhhieP/DzCQRoHgtBNKAAAAAElFTkSuQmCC", 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", 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" ] @@ -1779,7 +1786,7 @@ "outputs": [ { "data": { - "image/png": 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", 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QYmfEIk5iESfJdI0De6LU6gY/enuOnVtDHNgdxe9TkGUR0zJZPehlsN/DD9+cYXahSrVm5+K//UY3gvCY7aGqEj1dXqIRF53tLuYTNTLZBts2hwkGHHhcEqGgg/uPSiwk67x62I/SPI+6bnL9Tp5wSOHrr3cxv1BlLlkjHHQgyyIvHWpjPlEjnW0w0OtpfW4pggGFjriTXdvCiAKcOp+hWjWJhlVe2NdGvtDgys0cHpdMNtegVjdYM+TD71OIx5zs2ByxnxlF4q9/uw8BkCT7+KZnK1y+mcfrcxAMKOzaEsLtVti9LcjJsymSiTo9nW7+z39rNdWaQSyiAnZ0IkvQEXGyeX2QO6MFag2diekqb7zWQU+nm0ymzo/fn2fjGh/7d0bw++37xOe176GPTye4cafAd77RzapBL8ODPjLZBlMzVdau9uNxg8ctU6zoDA+6Cfglbtwp8MLeKJIo0tPt4fLNHI2GhazYz4QsWcjSiof/S4EvwphSJEAEo2G/1g0I+iUKJYNyxc6Li6KIZZmYJlRqJg8nqxzZH8PtkXg0VQUsKhWTdF7j5JkkQwNeNq8LIAgWhglrV/m4P1GhVNS5ciPH3bECqiox1ONh7/YQiixw8VoWUayzZ3uEVf0eZFHk+OkkG9f5+d6bM+zYHOLAzjAvvtCGSxXZsiHEhycXuHQjy/o1fg7tidERd7WOayFV5w+/N8WWDQEO7Ynyxqvt9Ha7UVWJ4UEvf/zDSR5OVFk14Gagx40oCvR2uT/zXOWKGulsjYZmEvApDPV70Q2L/bvC6LrJ99+cYXyiQmf709tZfAgXUSzpLCTrtMedbBgJtL7bsiwEQSAWceD3OVhI1Mh2NwgFHK3Pqo7HRqst6uTFg87W65t3CkzPVelqd9HVKRHwPy6syZLIob0RPjmfweWSGOh1cetegaE+D06n/UD7fQpffrm9ZeDb2x5veynujpVIZxu8diTOumEf1ZrB2lW+lqG7fivP9FyVV4/E+fqXu5icKtMWtbeVL+goitBa3Bbhckr0drnp7nBhWbbRHBn28/axOfw+hYDPXtAWvwNA1y0ckki+YEeC3Z1uXj/ajttlH4/XI7NqwMuqgWceBpZl8fGZFPcflhjsddPb7eE3vtmDwyFSrRmcOp8CLNatCbB9YxALlhn0xe94fI4f/17TDL7/5gzlqsHXX+8kHHS0zufVmzkuXsvy7Te62bk1giQ+vR1JAql5reeTNfq73ezdHuLE2RQuVWLzhgDbNgS4ciNHvqhzYPdjBwOgv8fD3p0mN+4WuD1aZOeWEJ3tLhwOcdl9sZCocWeshNvjYNfWEPmixo27Bfq63awZ9FKtGmiaAS7JThML4rIF+88LK41XnxOm9fkvQkO38/atbZhQrRnoOnS2O3C5JApFDd3OamDoBm6nyPphH2MPy6TTNRwOkc4OFVURURwCtbrOwT0R6nWLdKbBuUtZXE4J3TJ59XAbO7eEKJd0FtI1+ns8nLuUoVDUCQQcFEsGxZLOyXNJRoY9DPV6ePFAGwG/zKlPM9SrBmcvZpmeKRMOOxjo9aDroDqkZcflccl0xp0oCvzkvTnqmkVbzF4QRh8UyeQarBnyNBcz+8HPFzQqFf2552pktY+eTg8Xr2YYnyiRzTVIpev0dXsolQ3qdQuEn8/7qdUNSmWdw3ujbNsYBGA+UeWtY/Pk8hrRsMrrR+MossiHJxMUihoNzWR6toquPz+S6+xwMtjvYeumIOuG/a3fF0s673w0z9jDEkf2x3jtSDsIAjfu5MkVtGXbSGfqXLuV+8zv2b4pyAv7ojidEl3tLkzTar3/0VSFWt1geMiL6rAjpK2bQgT8CrphceJMgg9OJKg/JzUgikLLoMqSwLZNQdav8TGzUKNaM1qLkWVZzMzX2LIxwKoBL6II9YbJxatZ7j8qt7anGxapdB3TfPraCIJAT4eLQ3uj3Llf4sLVLNGIit+n4HJKdHe4cDklejpcaLrJsRMLzMxVGRsvcu9+EdO0MIxnX3NJEunqcLFjc4hiSePsxTSPJsvcvFvA71foiLsY6veRSNb44x9MkcrUH39WFLEQkLCPVdNMerrc9Pd6yGYbzCxUCQUcbN8cQpZFQkEHP3p7hrOX0q1t9Pd6ePVwHEkSUB0iTlXC45YZ6PW0FqZMts74RJmGbuHzyfT12FFQpapz4VqWtpiTrg4Xpvn4fFnNc//njRUP/3PCMj9/SmcRHjeUK/bP1ZrN2/1rX+vmX/4f45iGXchUZIu+HjuU/fF7s5RLOrIioDokXn4hxq17RSxLAEROnkni80rE21Tuj5dZu9rL3/7NQeJRlflEnStqlpNnUgQDKq+/1MHFa1n8Xol0RmM+UWUhUWN2rs6W9RI7t4a4cSdPKCiABasHvHxwOgkWfP31TnTNIuBXeDRVQRIhFlE5dzGF6pR4MF7G51da6RAAh0Ni3Wo/O7eEyOY1KlWdn74/R6NuEo2oHN7/9ECeckVn7SovIhaZTINS3GBy2jaWX3m5nUDAwQv7o2zfGHqqYeVJaJrJ3bEimm4y9rDM8JBtmEVRQFZEBMFOsSmKyNrVPkplHbdbZna+yskzKY4ejNHZ7nrmtjviLlxOGV03kaTHi6DbJWFaFhNTFXZtCSPLIt66yfCQl1jEsWwb88k6448qDPV78T5xHLpukso0iEZU3E0PffOGAOvW+lGbqbDJ6QqFksbeHZGWcTZNi8vXswT8dmR0/lKGBxPlZYvS8xCLqDycLLN1QxBJetwA1GiYXL+dpyPu5JXD7QAYhkVHm5Nw0D6m+USVD08lqTdMXjsSf+Z5274lhGVZ3H9YwuuRSWXqPHhUoqvdxZH9Ua7ezHP+sp0zD/ptJ+hO8/olM3WyOY3Xj8afuuaiKPD11zsRBIEPTi6QSte5d79IrW5yeH+UcFBldr5CPq8x+sD2wKNhO6VjWiZYFlbz/O3fFcWyYGa+xu3RAiPDPgQB2mNOfvuv9TExXeY/fW+K/Tsj7N0eae2DIAh87dVODu6OEgouv84LyRrf++k084k6rx6Nc2CXHSFcv52jUNTI5TVcTomvvNzRuo6CAOLPRQf5/Fgx+J8TsiT97Dc9B40lTp4gACa8+eE8ptW8yKJAMOjEMk3GJ8oUCho7toZIpmok0g3+9EezVGsmOzb5yOR1rtyyvRhZFlm/1o8si1y4ksUyLGYTNXZtDZHJa3S1qzgUgUSyzr2xOqIo0NXuJBJxUi4bPJosc/ZihrpmEQ4q9HW72LU1yNlLOQI+iWxO49qtPO2xIvmSQcCnEAmr1DWLVf1u7j0w2bU1TDSsMj1XIZ1usG6Nn/4eN1dv5ng4UWHtsJdy2S46Dw95n3l+7o4WuXO/gCyLDA96aegmg/1u3C4ZWRbp7XThdUncvFtgIVXnlcPxZfn6pTBNi2JJJ51tUKub0EwUtEWdHN6roCgi+YLG+csZNq8LMDLsJ1/QMA2TIwditEXV517HStXgx+/O0hZVef3F9tbvJUng6P4Y1frjxWhyusL4ozKrB3z4vCL1homhm4wM+xns8zyVcgGYT9T5+EySIwdidLW7aGgmd0YL9Ha5cTXTQru3hzFNa1nawzQtEukGpgXbN4VwOkUKRZ18QVuWXlh6HC6nnTrI5jWu3MyzfVOQu2NFBvo8bBwJoKoSRw/ElqW4JElg84YAmm41vxfcTom2qMq5S1mOHJAIBRxMzVSQZaGVBhQEgdWDtlMwNl7k7liJW3eLHDkQY+O6AP29HlxOkf5eN/GYk2hExbLg0ytp7t0vsna1l3LZ7o8YWf3YuVg8113tLmYX6kxMl+ntcqM6JBqaxcxslfUjflYN2rWqni43Tqdkp7QEAbMZPSxei0JRwzAhm9eoN0xcTon+Hg9TsxVELGLh5UZ98ZxEI0/fM+lMndujBXZvC3NwT6zl9efzGql0ndePttMRdy5L35iW7eH/IlI6Kwb/c+KL+ve9HQ4m5xrLfjcw4GXsQQlNt6mZWzcF+fiUHS6uGnDRNezH45a5Ol9HlATmF6r4PBKfXsmyY3OQPTvCnLuUoaGZbBwJcP1mDrdbZqjfTUMzqdVM+nu8PJqqMrdQJx51cOteHkkS2bk1zKZ1Ae6MFqnV7QaYaqrOrXt57t0vMjIc4OiBGLpu8t0fT3H5epZgQOE3f7WP9jYXbpfEl15sR9NMYhEnkZCDn74/y9gDm6/f0+UmHHLQ1WHnUx8+KiPJAqZFq2j2JIZXeZmaqxAKOOjqcvPRyQShQJRol/3+a7fznLuQZs2wn7aoivQZBRVVlXj1SJx7D+xzseg9JVJ1/vTHU+zaEmLXtjBHD7S1jOG1WzkeTlb49te6PjN6cKoiiiySydXRDav1EFdrBuGQusw4rhv20dftbtUXLl7NkM42eP1oOwIwOl6iv8e9bOGKRVUO7I60zlOlYnD/YRmnKrU8SNUhks03EEWh9X2yLPLKC22Iol0AjoadXLmxgNMp0WjYDWSL3nciVefUuRR7tofo6nDTFlV55XAcr1siX9SIhBxUawaSJDxzsbh0PUciaXutne0uvvRyOw8elpieqyJJAjdu5zh7McPQgHdZ3QfshWmo30tbzEkyVScec+J2SaiqxI/eniGZqvOtN7pbnrjXLeN2SWgNk6nZKuGgAvie2qcNIwG6Olz8uz96xKUbefbsiLJ5fYB1wz7e/2iBm3eLvH60Hbl5rkVBwLAspCcutQV4PbZDUKvprUU2HlFxuiQSmcbPjDAXEQ6rKJJgLyJL7hWnS8ZEoFLVnzLsAja9dLHW9OeJlRz+58QXzaupzuZD2doOHNodQtPtAtWvfq2b8UdlGrp9s3m9CmMPS9Q1i80jfkI+mWRGw+9zUKmZ1DSToX4v8ZjKUJ/H7vYt2R7J7HyNatXgxJkMw4NeXjzQhsct4XCIxMIOvG6JTK5B0K9w9WaO9z5OIgoWj6bKHNwV4dtvdKM6RJKpGqc/TTE1U2Wo30PA58CyLG7cyfNoumIbG1VizSofmbzGmU/TtLc7+dorHagOgXS2wa27Rfq63Xg8CoooomkmkzNV9GfkZL0emfY2Fy6XTeu0EIiEHhubmdkqHq9MX5eLStWg3vjs5VeSBDudYcGN2wUsy6JS1dE0C6dTRhAEomEHmWyDWs3A71PQNJNy5bMpcaIo8LXXOvjyS53L8rR/8qMpTn+aWn7dVYlwk4FUKut0dbhYPehDlgXmk3UuXbN7JpZ9xiHS3+NpLQKqKnL0QIxVA48jo3JF56NPkty8WwAgm2s0PWqxtbgFAwovvdDG8KCX63cKXLyWbeXYPW6J7k4XPq9CQzPJ5jXCQQVVldi5JUxbVOXDkwkuXMkAds3g0VSl9f2dcSf9ve7W8U/NVLl6q8DWjSF8Hpm5RA2nU2Lt6uWGuVTWefuDeSamKwR8CrGIoxWlGLqJJAr09rg582mah5N2jSAaVhkZ9nPtVp5Gw2DD2sBnXHPQdYNQUCbgl5ElAZdTIpWtksk17GdFWkydCHZo3bwV84UGn5xP4fPI7N0eQdMsbt7NM5+oks42uH63yKaRAJb5mEacyTYYnyhjWRb3HhT58NQCC4laq9YSCjh4YV8blgU/emeWsQcFsvkGOzYFiYZk7tyzC/Oz89XWMQiYX4j+/fNgxcP/vBC/2JXI5GsIgM7jduwPTiVxuwQcDos//O4UikPA4wZZEQkEHIQrOleuZQmHHDgcEtGIyPq1PopljUrV4MMTCR5N1dB1HU2zvfntm/w8nKxy9FCAq9fzfHI+zdaNQWYXqly6mmN4yGZ7tEVUTAuiYQdOp8SaVX6CAQeJVIP1IwpnLqS5P17EMKG7y0W5YrJxxEM4pPLhqRSR2Spel0Qk7EAQBIb6PPyt3xyks13lrWMLvHt8gTde6yCTa1As6bywL8rsfJWrt/KcOJNk/Vof2zaGllH4BEFgz/YwM/NV3vogx+oBDwvJmh1FRJ0cPRCj0TB584N5ylWNbZuC1GrgcIifKTiVyWkIInxwIkE04uDv/NYAqkPEsixyeY2PzyTZsj7A6kEvPq+MaVnMJ6q0tz07hw/L2R4ADyYqzM1X2bz+2caoXNE59nGCwX43m9cHAejucOLcE31uxAN2j8KxEwu0x2xKI9gecr6gsWbIS1fTY789WiCRbNAWcy6LMBaZR8NDXhTlMfXT45bZ3dzezbsF7owWePmFOMGAvcDeGSsgyQLdnTaz6e6YvbD099ive7rc9HQ93k+/TyEcVFopor07Irz70TxjD0q0RdTWdRZFAZdLQlEE7o4V+e6Ppzl6IMaBPVFUVeLLr3SQztS5dbeAUxVb3+Vx2zIQ2YLGQrL2zKgD4PK1HJoOLx5sa3nHdq7cbjpbdLwADMNEsKxWA9ate0W+/+YMfp/C4f1t9Ha7eff4AmcuZPg7vzVALOKwKcGSSDCgkMnW+f3vTuJ22VRRw7AXxpt3C7x+tJ3hIR+qQ+Srr3UyM1ux+18uZTAMizde6+KbX+6mWjP44x9MggB/+zcGbDkPy+7fX2Hp/BJA+oI5nWLJ7gwEUJv3aqHYYMOwH9OEQtm0OcFxld4uD0f2R0llGtTrGgImiXQdLIst6wO8eLCNvi4PDyZKjD/Mo6oiHXEnoYBMOqc1uyDttM1An5tCSWNisoxmgNMp8sL+GKYF5y6mURQRj1vm0rUcbTEnne0uymWdRKpGtWaybo0Pl1NCkS1EUUSWBPq63eQLDT76JEG+YHs6kiQw1O9pFjMNKlWDWFSlr9vNpWs5yhWdznYX8aiKYZrcf1gika4/M2Jqi9jsmR2bQ5y9lOGnx+Zb2kIut0Rn3MmhPTFEQeDd4wvcu19c9vmGZi5jp7ywN8qBnRFczbSBIMA7H80z+qBEwK9wcHeUYMBBKl1nsM/DrbtFzl/KPjMKWUS+YC+6i+hoU4nHnPi9zzZEqiqxatBDe0xlfKJMLq/xYKLChavZZdt5ErIkMNDrIRJy0NDsmy+X1zh5NoUkCq0Uz5YNQQ7tiy4z9ouo1gwuXslx806Bas146m9zC1V6Op14m2kny7KYXajjdsr0ddsG/tDeGIf2Pl1oB3jwqMTpT1PkCxrVmr2PPq/Cnu0R5pM1btzJMztvM5/cLokXD7bR3eHG5RQZ6HXT2/N4YdUaBu8fT+ByyU9RgB88LNLb6WKg1/Pc8+XxyNTrBqXSYyaYQ7FTcE9CsqWTWiyd+YUqmmZ714oismaVv5XLl2SRF/bGaIs6CYdsJ+fMhTTzCzXWDHlwOSXaY6rNVGrSXRevlywJ9PV42Lk1xOiDEsWSjlMV2TgSJB51cu9+Ca/LjsDBTjUhCr8Qls6Kwf+c+KL9bz63wKL9KFdBEqAz7mEuWaVYBFmETM5AEiX+8T8c4dPLWUpFHb/fgcctkc01iERV1qwK8MZrXWzbGObRZJlKzWLTSJB4TOX+ozL3H5TYtMHHtk1BdmwJ85u/2sepsylSWZ2eDtsojT0oce1WFsOw2LszTLmi4fPJ9HZ72LElxKXrOdwuiZ4uJ26nhMspUyybnDqX4tiJBOuGfbx4sI2N64I4HCLJdI3rt/KtMNamBtodrr3dLlYNPk5PlMo6umayfiTAuYtppmarT50rRRHp6XQjiQKrBj1Ypu3BHv8kQa1mcvRgGyOr/TgcIl0dzqeYEafOpfiP351kIWFvW5IEFEXkwO4o64bt4nYk5MDntfnm3Z0upucqXLyWY3a+xoYRPwf2RJfxvZeioZl8cDLBOx/OtxaWznYXX3mlg97uZ/cZyJLAxpEAXq/CmQspRh+WCPpl4m3OZzYqLcLOxTv45NMU5y5mWud3365IyxiD7bEvNq89CdUh0tXpZPRBiZt388v+Vq8blMoGsZirdbwXrmbxeST27wq33ud2SS3e/ZMolXUaDRPTslgqNtLR7mJjU1zwp+/Pc3u0sOxzfT0efuvbffR2PTbgugEzC1WS6eX3xWCvB1kWefCojPAZ0Vxfj13kn56rUm7Sf51OCUGEXEFrFWgBEMRl2igd7S56ulyMPyoyNl5ifMKm1/Z2ubgzWuRH78wwPvG4ZX7tKp8dFfrsCG3sYQlDtzi4K8LFq9llomv1hkkqU8fltBfVqZkqU7MVLAGG+l0YJpxtXl/TshB+QTmdFYP/OWF+gU5bsHnK2hKWjt1cYTI718ACwiEBTYdUpgYW3LxXAAs8LgkEEVGERt1mZdx/WOTND2dBsIjHVHZsDXJnrIyrGQ4W8gZOVSKVrvPT92bI5nV+9SudhIIqV2/lSGdrqIpIqaIjyyLzyYad96/oVKs6G0d8dLQ5uf+ojNst09fjZu2Ql51bQ3TGnVy4mmVqtsr0bIXTn6aYT9QZHS/yaKqCrpsc3hfj22/0sGrQSyzipFDU+NHbs0zNVOjvcdMWcxIN2iqeTzZLLSKRqvHHP5yikG/gcAh0xl3s3BpelkqxTAtdt3hSXyoeU9F0k4Vkg2dBdYjs3manjhZzp+vXBNi6IcBHnySZmqk813gCKLJAT6fdCTuftPO1oigQjzmfyxpaREMzMQwL0bLrOLu2hp7plS/FvQclihWDcNiOHiTJbmBzP4Ph8ywUijqz8zZjprtzeZpqcrqKwyHQ0yyu67qJpllYlvAzi5KmaaFpJuvW+JElgXRWQ+CxMV7kzne1u3G5RMYnys/bFABzC1XmkzW6O1yoDrn1Hdlcg7pmksk2KJf1z2x+tDvH3Vy8muXi1WxrP7o63MTbnBw/nWzl37EsO4Xf3F5Pp5NYxIGqSow+KHDvfolNI36Gh3xcupbh6s081pI+g1WDPn71q12UKxpnLqS5cTtPW5uL4SEf2zaH6O50UyrrpDJ1fvr+HO99lGCoz82hvTEUReCDEwlEQWDfrhiyLLRSWAIClrXC0vmlgCR+flqmooDPL5EvGrhVqNTtcPLAzhi37pQxDPD7nRTLdXxehf/99x+Qzxu0x10gioyOl+mIu9i9LcTogwL/7385Sq6g843Xuxjq9/Fv/uAhj6YqHN4X4+jBGNOzVS5czfDdH0/j8cj4vQo7toQplnVKZc0uEtVNerrdpNN1fuObPTQaJrW6zu//wSTxqJPtm0MUCgaT02W7Rdzl449+aHfV7tsZwe2SmEvYi9NQvwdRgB+/M0tfj5s3Xutcxv12uyQW0jW7dd4tsWVjgO5Odys//CxYJiQzDUoVg94uF92drqfy9PWGyUKyTjTsaHWYXruVY2q2wm/8Si8e9/OvVUOzmJuv4VQlOuLO5u9MCsUGweBnS9IKgsC2zWE62l3cuJ3n9r0CrxxuX0aRfB68bpltm8PU6wbHTyc5eiD2FIvlSezaEqJSMXg0WWHdaj/JtN08FI89u0P3SYw9LFIo6qxf48f3RO1BVUUCPgVREikUNT4+nWT9iJ+BHjf1hvmZi9GtewUeTVY4ejBGV6ebkTWBFjUxmapx8VqO6dkKRw/G+dornVg/g1s++qDE3bEi8bjaqi8kUnU+Pp1k3RovbpfE5vWBz6zXCAJk83WKZY14zN6XXEFjIVlFkQXCIQeK3Gwqa+6RadgLgNulEA07mUvUcakC8bgTCwHDgKDfgaaZjD0s0dPlxuF43DWt67bC5v5dEdrjTvw+Bb/Pvoc+OJngwtUMLlWgu9PJ117txOWSuXm3QCrbsG90bFXOTc3ajig2g49fVpaOIAivCYJwTxCE+4Ig/N8+432/IgiCJQjCM6U7/3Lg84daigzTM3bor5u2YqSmwx//8BGaYb9eNejF4xaZm6tz5mIKt1vA55GoVnW8LoEvHW3ngxMJ/uV/GKdcNehsV9m7I4JpWlSrtlLf/l1hfvreHN//6QyjY3mS6TqrBz383l/vJ1/USKYaREIqI8MBfF6FcxezvHlsjpt3CxRKGifOpvG4ZEaGvWwc8fN3f2eQew/KfHI+xQenEkiSQEebk/Y2+6ZeM+RjzSof6WyDd48vICk2NfDJMxQNq3z15Q42rvVz9mKGcxezn5mfLBQ1NN1gVZ8bWYK+bluWYSFV49LVbIud4/cpvP5i+zL2yq17Ba5ct9MWz/NQx8aLzCdsSYL1a/zMLtR4+4M5JElgx+YQnZ9RrF2ELAlUa3ZTl6pIiCJUKnbx/LOgKCIb1/pZv8ZPLKJy4WqWiakyDz7D+3W7Zdat9TM86EUUBS5czXLpeu6Z702k6k/l6devCXBor+0I3H+4/HvWrPJxYLedvlIUkWDAgUuVOHYiwZ/8aJJs/tlREkDQrxCL2jTUPdvD9HW7mJ6tUiw2eO/jBKPjRdat9dPX4yYYUJZJVzwJu9msTrbYAMNCdQit79i4LsDUbI18SScSfn6BG+zorVq1kCWpFaWFAgpej8LcfI3eJgcfQBBERGwnrlYzmJmvcnh/jBf2RpmarTF6v0S9bnDkQIz2dicWFp+cz3D3fpFyRSebs2mxh/dFCAcUmzb7xDGuHvQ0I0CR9nY3jaYKZiJly5F/cj5NNGTrMS2m1AzTwvgFyY//Zxt8QRAk4F8ArwPrgF8XBGHdM97nA/4BcP4/9zv/YvH5V9ylF8/nEVqpnUwznfrNL7UjCgapjC0Ru29nG+tW+7j7oEQy1aCvx8O1W3nmFmqEgwq//vVehgd9/MH3prh0PUMk5KRY1vjgZIKZ+RprVvs4uLeNr77SSSJR5+0PF7h+O0cwoNDX48bQLQZ67YaejWv9zCVqFIp6s/DroFg0uDNWwjQtW67BsKjVDL791S42rw8y+qDI1EyFWs0gm29QrRo4FJGAV0GW7bFtH5xMtFI8l6/neDhVoT3u4jvf6OHwvljLc9E0k08vZ5ierZLN24yeew+KnLuUZc1qPy8eirNtU4gHE2XefHeO0fEi1SVFTvsBN1p0w6+83M7vfqe/xeLI5TU+OLlANtdA00xm5iqM3i/xcKKCqkqIooDPI9PTZS8qDycrdoH8CZTK+lOGtLvdyVdebufQvigNzeKDUwku38i1/j41U+H2aOGZi5vdgOajvc3J+GSFW3cf10Aamt14V1vyff3dboaHbIrjgV1R9u+MPLXNYknn3Y/m+aMfLDfUbpdEX7edShgefLrprVDUuD1aQBDg0F67gJ1M1xEF4Sk5jWXH3+nC6bTz6gDjkxU++TTFvfEStZrBl19qZ91qu6HtZ6HesKmOHTEnHq/MR58kqdUMnE6J9Wv8eFwikiD8XCqSutm8H5vGVxTtxUyShGWU28WKgyUIzY7YGS5eyzLY5+HQ3giKInD9dh5JFJicruJxyuzdYUdnF69l+fhsCk2z9a/OXs7y/bdmnlog+7o9/I1f66Ony8UHHy/w8Rl7lsae7SFeOxJndqHOm8fmSC+RfBAEEKVf3pTOLuC+ZVnjAIIg/AnwBnD7iff9P4H/GfhHfw7f+RcG4T/T4ItSs+dTWOQMQzjs4Podm2kSCjro7nSSSFXQGnZ0sHFdgE/OZ1CdMuvWBHCoAlgWDydLFIoqsYiDtojK2IMS2zeHiceclMo2FfIP/qzMw4kybrdEwGdPOrKAvi4nN+4U7cEoTpFYRGV4yIcsZVlI1rg/XsTvDfLCvgh/8L1pOmIOers9mKYdepdrOm6XTKNh8vrRdn7vtweZXajRaD6Qs/NVgn6Z7k4XO7eEUBwC7x1fYKjPgySLXLqeY8t6u1tzPlnDqYpcvl7B51XYuTVIW9TZKkpmcw3y+QYDfR42bwi2qIOLf/vodJK+bjeqQ2Rkta+lfAmgG/ZQCd2wWEjW+fh0in27InS1O9H1ZkooYqcQajWDxnrTliJedv0sjn+SxOeTWdXvZS5RZeuGYLPJzTagYrOZKLRk3yZnKmRzGqsHPEzO2Eqm0SUean+Pm/4ed1NXyWpFJJlsg3OX0vR0utA0i/27l7Nvlh7/UnjcdsrjzliRet3k5t0CoYBMoFn4X0xdPYn5RI1L17Jcv51n97YwA70evvmlLhwO8TPz+IZhceJMinDAltVY1e8hHFQQgWS6TqGgcfNeEa1h8s0vd31mysvjlvnW17q5e7/IOx8u0BZVqNV1BFFAECCdtZvBJmeqbN1otJqhnoQo2t28J84kGXtYZP2wTZMdHvJy8myS2YUq2wnZ723y3U1Tpz3uZO0qL7lmd+3MXA2PS2bNkA9dN8lm6kiKXUCfnKmxa1uIgV47YqvWDHo7VYrFxjO1kfxehTujTTHDfnvRzmQbjD8qEwkpuFwihrH0c8IvrPHqz8PgdwFTS15PA7uXvkEQhG1Aj2VZbwmC8FyDLwjC3wH+DkBvb++fw679+cOyPn+stdTB0xr2i4APqlWblz8zU8HnkZEkSKYbfHAyQUMz8AcEdm0Ocf1WEa1hsHNzgOOfJLAEge64k9WDXtrCThZSNi+5u93WDz9xJonDEePmvSKGaeFxSUTDDkRBQJItJEGgWDEZ7Pdwa7SI3yOzqt9DV4eL/buiTM1U+IPvTXDtdp5vfa0Tj0ugv8dDsaRz6lyK9Wv93LiTR2uYbBoJUKvpFEs6t0eLHNoTbY1TrDdsSYB7YyX8fglRgGjEwex8jbmFGhvW+nG7JF490m7nV8MOFElgPlHjyo08N+/k6et2k841yOQ0vvJS+1OMFpdToqvdSTpTZ2q2SqVqsHNLqJXnjYZVvvKKrVPS0EwO748Rj9m88PlEjXePL6CqIkf2xejqcDHyDN0ZSRJYt9aPSxVJZxvMLdQYHjJIZaoYusnwkA9RFFi/Zvlnd24No+sWumErW7bHVW7cLhAMKGxtirktHsNSxCIqLx5sI5WpMzVdhaYGTT6vsXVT8Jk57FrNwDAtNq8Psn5tAMOw+PRKBkWyi/MH90Sfq8o52O/F65W5cTtPuaxjWRaFksbVW3n27Yi08tFLoWkmkiSwYa2fQGAxmmpw6WqWg3uidMZdjD4oUSrrtMXUZca+UtHRm4JoM3M11gx5W/TgNUM+5hbsnpUPT6XoaHeye2uY3k43xZJdfJ5bqDHY9zQ1s1zROX0+zVCvl9H7JTIZjUJRI5lu0NvlIhJSmV+otwypbjQlTiwJ1SGxbVOIu2NFZudtnam1wz5CQQVdtxBEcMj2EPLtm4L0LKk/jT4oMjZuK5Uq8vJrWShpjI0XqGsQi8hsWGvfI3fvFymWNb7xpU4uXs1x7VaBnkW2kmWBJfzSevifCUEQROB/Af7Gz3qvZVn/GvjXYI84/MXu2ReD+QUugiw91sJf5OKvGvBx/Zbt1Xd3qwz0ebl4LU+9Ab2dKldvF/F6FI4caOP6HVvuoKdu4PHIFEsN7k+U+PbXutm5JczpCykmZ2p8cj7FmkEvu3eEObQnxpmLaS5cqlGqGrzxWgf7dkU5eSZFKCjjcMgIWIw/KpPO1HEo8db+Vms6tZpJR9xFJqPT0+lmz44wpgmyLOB2Saxd7efBoxLVus77J7LN/LKdxnA4RA7vj6E6JMoVjZm5CifPpti8IUhH3EVb1MmGEavltc7NV8nlNdav9XPvQYkbd/J0xFQqNbubtr3NyfCg75n0RadTIhZReTBRJh5V7UYt/XEO2DAsJmcqRMMqPq8dceTyGp98usC2DQEO7IpwZ6xAtfp8BU+AoaaBaW9zMtTv5ePTSaZmK3R1uJoqko+bfNxuu8PToYg4FDs/7ffbtMn5ZB3hZyRSJclm/MRjTtYN+xEEgUy2wUKqTvl8io64s6VJs4izl9KkUg3eeL3T9swlgZcOxanXDcYflfEvYUPpugmC0MoZy5LNgspkNW7fy9PVZPLomrXMWSlXdAzDwjBtz37rhiCb1wdIpuoYhoXDIeH1KkiyvfgN9Xuac3mXG8Hzl7MUyxpDfR7ujhUJ+Ox96+504fXIfOnFdsYny/zg7Rn72TFMtm4Kkso26O500dP57BpLOlPn5Lkkq/o9/PrXe4jFnDx4WOL2aIFwSGGw382uLaGWIZUlEdOide2Gh7z093qoNwwausWHp5KsX+unPebi17/Zy0Kyxnd/PM1gn5vf+fWB1naG+r2EmrLMT7K0MpkG759I4XaKvHb4se6SrlvcHy9z7VaBA7ujT3TWCliW+Uvr4c8APUtedzd/twgfsAH4uLnz7cBPBEH4mmVZv3xDa38GhC8ij7wkhZnO2f+PP7I1dAB++l4Sr0eho01mel7n/kSZgE8inWnwZz+Z4R/+vdUspOrk8xrjExVWDXgAnZ+8N4siS3z1lU5S6RpjDwo0NM0uAj4qMTlVYWKmwqb1QaIRlXrN4Msvt7duov4eF28esxUsb90rIjT16k+fz+BUJXZvsweZ9HS58LhtKYLXjto3bS5f4PK1LPdGZQ7siTIy7GebU+J7P5nm+p08f+s3+gl1O3C7JI4ciDPU523puEiSLc1bLOnohslcos7ZS2mSmTojq70MD3jZtD5AKlPn5p0CN+8WOLRk0MmTiMecbNsQpK/HjSAIy9IfC8k63/vpNAf3xtizzRYcS2frWJbd0bxmlRuHQ+TyjRzhkNqSQXj2dTSxTAuXU7QlkvtsbfdFg7FYL9iwNrBMUkDXLSoVe/Hauz1MIlVvSThcuJph+6bQc7938Vpt2RBE0w1OnU1TrT6dNoiEHNy5V2Rq1pbBgMfc+e1bHBiG1VLAPHEmhSQJLcXSUlknl2/Q3elEVUV8XrvA+pVXlhvWc5cyVCoGR/ZHiYQcuN32hLDrd/K4XLbA2NEDj7d5/nKWDWt9BPzLj23tai+NhkVXp4ueLjdjD0qMT5Y57Ixy406hKeMhEwmq3B4tojgkXj8aZ/vmEIJgPbdvoSPuYv/OCB9+ksDjUfjW17oZHvIiywJvHptD081l6T6jyZBZtKn2vWPfP6ZpUqkaqM2hJIt6P8WSTi6vLTPEXo/8VOf1IuIxlVJJw6HYw04WMbLax5vH5phdqD0VQQkiX6RU+HPhz4OlcwFYLQjCgCAIDuDXgJ8s/tGyrLxlWVHLsvoty+oHzgF/KY39F4UFjAw1ec7NjFC5auF02pLJ2VyDydkqsizicUOtamIaAk6HiGGZnDqXZGamhmFYDPZ7cCgCuXyDYlHn1r0C9+4XURSZ/+73ViMIEucuZbh6K8vIGj/bNwXpiKl8ci7ND96ZZWzc1u4Am+O/dX2QXduCnDiT5Kfvz9ma8LrJnu1BZudrTM9W6elyk842SKbr1GoGum5SrZt2Udcl0Rm3H0xdN4m3OZFEgWrtcSFVdYisHvJRrtr7axgWDc3k+OkEp86m2LbRHqAS8CvcvFvE4RBRFJFsXqNQ0ti3I0xH3Em5oj9VAL14NcO1W3nWrvbhdsnousXUTKX13ZIE0YhKW5PDnkzXm4bI36JyBv0KPR12ATKbe3YeFuDshQwfnkpiWRAJ2tOVljYjedwSa1b7ibctZ5LYs1BtRlAiVef4J0kWknUM0yKVqT+zSAx2dGJZtgb+R58kGBsv8/LhOBvXPZ12WrPKz8F9MWLRpxcOXTf56FSC85ftxp62qLpMrvn+wxJnLqRJZeqEAspzG87Wr/GxZYPdPHZwT5RYxNmsMxhcu5VbpoWv6xbFksal6zne/XC+1QQFtmHu67F1ePw+hZE1fjsiVCXu3S/y43fmUB0Sv/3tXl5/sZ2eDhd3xor89L0Zznyaeea+gZ1PP3KwDbdLstMoDdPucB7wMtjnJpVuMLvwuKHL0i1E4dn6WNm8htspLquX5Ar2sxF/TmrsWUjnNIolnYE+9zJHxO6iN+jvfQY12bI1fn4pUzqWZemCIPx94D1AAv69ZVm3BEH4fwAXLcv6yWdv4S8XpC+oU+33q0Ct9doyobtLJZGsNwecm8SjFv09XltMS7RwumSmZkrUaybhiIyIhN8nUa0ZRCMqqiqTLzb48TuzbN4YIJfTUWSB1YNuiiWDRLLO5vUhCmUNyxKoVDXe/mCewX4PG9b6+PRKlnBYYaDXS8BfBMseCOF2SRSKBuuW5KQvXstRqxpIErTFnHjcEuvWBDi8P8bcfJXJmQprV3nZvCFAe5uTBxMlHkyUGej1snaVF0EQmJqtMTlTYaDXw4OHJTKZBnt2htENi1jEQTTk4NL1PI5mA8raVT4Geu229flEjVPnUmxaHyCf11i3xo/XI2NaNDs8bdx/WOL+wxKvHW3H55URBDi4O0J/sx0/FLQnDi3lsIeCDnZts8dGHjuxQMCv0NPlfkpHvqfL2ZRaptlTYIu9LS5uHrfMxrXP1p5f9Erboir7dkWQJYFwUCESdDD6oNiiXC6iWjP48FSCoX5vs5tTxuWSnlv4VB3iM787m29w8kwSp/p4MtfGdY/1fpLpOuGQg4N7oly4Yg/qfuVw/KntAM/UFpqarSJLEv09XgpFvWUggwGF9WsCnDiTQBBgdqHG6oFny2Iv7eLdsj7IibMpRsdLhPwKWzYEsSyL908kMAyoaybpTB2/T3mmpy8302GpbAOtYaA2nQefT26yuR6/V2wVpJdLTOfyGpIotjjyYNcspmerOBwiHvdn92ksRTbXwMLCpUrL+hpM00JAaCm+LkZfYPcHYFq/vDx8y7Letixr2LKsIcuy/lnzd//kWcbesqzDf5m9e+MLnrHrt5e3tBsWJNMaLpeMQ7HZOOWyxVyiiiBahAKO5s0hkcrWObCzjc64k3xBZyHZ4OBuu+VbkkQsLNuLqmqsGvTR320/fNGISqGskUjWmZmv0tfj5cDuCJGQg7c+WODhozKNhsXYeImtG0K8/pItj7tlvT1m7uMzSX7w9ixzC1WGBz3s3Bqkr9tj5yodEtNzVd4/vkB7m8qh3RE8brvJa6jfQzjgoFTSGRsvcmu0yFvH5ujucPLyobambIObfbsirBrw8Wiqwo/fmeOnx+bZvjnI6gEvxZJuC201C5o+r8xgrwdJFJiYrlAq2x7jQI/b5kTn7bzZmlU+Du2N4vXYn7t2K8/123neO57g9mgBhyKyasD7TJkAn1dm07oghmExNVtteX6F5iSlaERl3bAf3bDYuz3Mnu12c9DZC2mOf5J85rSnJ6EoIuWqPdavUNTZuS3M/l3RpwqxkiTg9ci4nBITk2W7we0ZhcqfhYZmMvqwRDikPHMQyoUrGW7cztMRd3FwT5T1a/zMLdR+bh2XNat8vHY0zo3bOT48Nb/sb/GYyo7NYeoNk48+WUA3rOdGT4vYsjHIX/t6N5MzZX74ziyJpO0kHdkf4/B+u1/gp+/Pcf1O4Zmfl2WR/buiSILA1VuPn7nhQT+WANduZVu/E8XFyVKP9+nOaIF/+4ePWLvay65tYSzLTk+9+f4cl69n2bM9wo4twWXfWShqfHI+1ZxV/BiaZnLzds52NgSR77850+ohaY872TjiJxZ2cOFKhj/8/hTVmn1PW5b5M5vUvihWpBU+L8wvVrQVn/DMXE47d1iu6rhdNmWyXLEn8LRHnZRKBh6vTMCrICJyeyxvSwJsj1CpGJw4m2Kw18NLh9rQdItEqsFgnxenU6S7083aYR8XrmU49nECQRD49W92Ewk7KBR1Tn+axjQs9u2K4HDYYmKabvLdH89w4WqWjesCdLW7UBwiXXEnj6bKvHVsntujRTatDxCPqvR2Ojmw2+4svHIzzx/+YIq7Y4WW0du1LczXv9TFiwfbqFZ1LlzN8tP35tCbQzOCAaVJA7WVNg/tjdIZdyIK8M6H8/zH7z4itSTV4XHLbN8SYqjfw5df7qC9zUm1qnP9dp6PTye52VxQ3S6JeOzxQInd2+3BE06n2OqwBNvzHX1QJJtv8NaxOeYTdkpt7WpbJ+jwvmhrG5WKwex8jUqTw33uYoYLV3OtQeyrB72MDPs+swMU4MbtHOcvp+ntdLJtUxCvRyYUcDxTxqFSMSgUNEQRyhWDfFHnZ60nmmZTMXP5x4Yn4FXYuiFELPq0d/5ouoLLJbG7uXCFgg5mF6p8cj61rNdhKbK5BoXS4+27nPb5lmQRw1h+/H6fwoZ1AdrjTtqiTnL5Bm8dm2dypvLkZlswDItYRGXj2gDRsML7JxJMzVZxKCLDQ35Uh0ijYdHTuTytcu5imh++PUO9bjCy2kdfj5uHk497GRyKwHC/h2RKa6WXdN2wfXtBQNNMHk6WuXWvwMx8hR2bQq0pVLW6wdVbWTLN+cLdHcvTMOWKzrVbOe4+IeIniAImAuuHAximyd3RQotv393hYvuWEPmCxvhEmcnpcovBJyAg/oJSOisG/3Pii1wD3YByxb6YjmY0WCpDrW5SLIHHLRKNKBTLJqpT4rWXOihXde6OlihVNP7aN7p4MF7mw1NJuuIufu+3+tHqBt9/a4brt/J8/fUuOuIqbx2b5/54mUJRZ9/2KB1tKopDYPOIl/GJCm8em8ftlti7I0ytYXJ3rIRhWLRFnVRqBnJzas/EdJmL17Ps3hZi7Wovow9KrYOfXajyn743yVyixvZNIY7sj7FmyIvfK5MraPzgzRne/mC+eaw21W7H5hBvvGYzL370zsyyfC7YOe4tG4K2xohD4sadApPTVVyup29PQbBTTnMLNX787hwT0xV2bQmyaX2QStVoyQ7ous1y8HsVYhGVgR57Ju7igjQxVeHGnQLVqrHMUJumxanzKa4t8Q7b25x8+aX2Fq2xp9PWgq9UDVs/3au0+PjPvwcsTp239VYW3/9ZvHRFsfPblmkSCMi8fKjtM3V6TNPiys0cn15OM594nDp0OiVeOtTWkjVeRDbXYHqmQrls4Fui8Dmy2s/BPdFn6vTcHSvyH/9sggtXsk/97bWj8WWpIN2wmJguk0zV0DWL4UEvLqdEsCmhvIhcXuPhZLl1XT75NMXJcykKJYO+bg+rBrx4PVLLM963K8K3vtbVqr8sHvtiLevU+RSlss7XX+/i1SP2sJP7j0r8uz+awOWWeOmFtlZaRWrOWhYQyOQanL2YZqjfy5df6kBWRD48Zc859nlkXKotz/zw0WNBtNb3W5BMNRh9UFoWGUkibFrnx+kU2TQSQFZE3v1owU7nCAKT02UeTVVxqLaj4V+UfBbtQUsrapm/DPg5B2gvxVJxr5D/8Ytq87n89W/24mlS18J+hVdesI1LQ7P51S8diJFINZAU2Lk1xNZNYbIljWJRY9/OMIJgcXesQLHU4P/0N4b42msdxKL2YJTpmSo/fG+WHZtD/NrXu9m+OUSlbvLJ+RQPp4oc3BPltaPt7NsR5Xd/o5/VA97WQIa3P5jnD38wjd8n85vf6uXQnqg9EnGqzIkzqZa30tvt4Td/tZedW0Kkcw2m56rMzlc4dmKBStVAEAQ2rw/x1Zc7qNYM/vD7k1y4knnmDS1LAu1xlWjEgbjkxCVSNT48tdASvnK7JHq73bx4MM5rRzsIBhRu38vzwYkEyXSddz5c4O79xw9nMlNnZq7aEvQaGfa35ta+/mI77W2ulj6+xyVTqRpcvJptSSU4l3DlB/q8rBv2U6sbJFJ1Pr2a4eTZz07pCNgP/+7tkacigXv3i1y/lV92PlSHyI4tIQplk7MXM5Q+Y/A70GoWGur3PrsQuASWZS9qpYrOK0fiVKtGyxOuVHXu3i8+c9B8uazTFlVbXPKlWOT9L3bV5nINTn+aoVjSefFQnNWDPjxuma0bgmTzWislN/awyOXrudb3b1jrZ9OIH61hkwMcDoGZ+RpvfzhPvqARCjieUkcVRYFvvdHN0YMx3v1wnut38/i8Mm1Nmu7ZT1O0x1T8Ppmhfs/jZrJmU5eA3a9x9EAba1f5KFV03v94nvuPbIdIVSXe+FIXLqfEB6cSy7piAUJ+ha+80sFrR+PLvHJBEDBNePPYLJdv5Hj1SIwNa+05ubPzVW7dKyFKsHVDiO1bHiuTYgm/MMO8YvA/J6wvkNJRlzhLC+mnc5jDgx7KZftBkWRbETMSbmqTCyDJIpZl2tKugoAoCfjdMpJscfVGlhOn7WYsRbGLX4uzOX1eBYdDIJvTuHQjiywJPHhUYus6P20RB3ML9qSnUlnnxp08+WZb+Ia1Ab71lU7m5mq4nCKJZJ33jy8gCjDQ6+bLL3cwO1/lo0+S6IbF7LytcihJIr/5q71855s9TExV+fh0igdNOVnDsIuaB3ZFCIccnLmYYfTB4xC43rCLYrpu8u2vdvO3fmNgWUPS5Iy9vVtNed+AX2HXtjCVqt7y/lwumUrVll8OhxS8S8TTtm4McXh/zJbINe0egCd1TxaSdd4/sUBXp4toyMHMXLVl8B88KnHr3vK8cSyi8uWXO5Z1zy7F5HSF8ebUJkkSOLA79sw8ejJdZy5ZW8bFvnm3wLGPE3S2qRzeFyP4nIEfi3A5JV48FGPDiJ/3P17gwYTtNWeyjdYitwh70EyEHZtDmM0u4sV8d7VqUijYzJInF7Ctm4J862s9rYJ3Nmenw+6M5Umm6tTqjyOocMjBkf0x+npsLX+HYjet/eidWT48mWBypkIqU2d9k6GzGFF0d9iieru328ysP/3hFLOzZeIxtaUX/yz4vYotz1HQcC55XzSssm9XlFePtHHtVoHzlx6zfBbPt4X9zLW3OXG7JTaOBNB1k/mFGlqz5tDT4WL/rghTs1Xe/GBu2Xe73TI7lgxHX4quDhdej8KVGzmGB/3s2hZBEASM5rUpFjW743qJ1LXVHHK4ktL5JYDws7pmnoUlH3E6wP0Eq8vQLcJN47M4uKGtqToomOD1OpBEwe74w8Lrltm8MUi9DtfvFJhZqCKYMNjrWjaf8+FEhUYDokEFpyryo7en+Q9/PEEo6OCf/MP1fPXVDuIxlR+/M8O//+NH3G+Gq+cuprlwLc9v/1of/+jvDePxKOSLtjCYLItIEvh9Ml6XPTrixp0CV2/m+eTTFOevZPB6ZLZsDPJrX+9iqMmOqdYMxh6WECWRr77cwdrVfs5dzjAxbedz5xeqfHwmSSrTwO2W0Q2L908skGlSSDevC/Br3+xZxhyqVO3u3qkZm2rX0eZk3Ro/gYCDfTsjRMIq+YLGm8fmSKVrLCRrHDuRaNFSFzE5UyGZtruV168NEAk5WLfGz6tH4i1DNDNXY2K6sswIFooayVSNrRtscbInPffR8RJ3R4vLir9vfTDHxNTyHPaeHRGO7l/++a52J6sGPQQCdkOPIAiMjRc5cSa1TKCtoZmtnLrfq+B2yQT9DtxOkUSqzvsfLzA993TOvC2qEg2rWFhsXOdv9nbYevL7d0U4cyHDgyfSF7W6LVFsd0LnWmmzqzcKTExX+OorHS3vWxQFOuLLp2+pDpHhIS+vHI6TztT5l//hAel046kahmVZXL2ZI5GuoThEklmNrRuCz5VTWMRAnz0b+NFUhenZCoWShuoQ6evxcPueTRteKnMiYDb1dEzyBVspdGa+Sl+3m03rQjhVkYeTZe7dL3DsVJKR1fZUuEVN+2JJZ+xhiVy+wfsfzzPXpHzqukk628CyLKJhlV1bwigOgWMnFsgXNFKZOoos4PPZ8xhGHxRJLYkaRMF+zn8RKZ0VeeTPCeELVM+XLhGq084dVmqPH9pKzaAj5gaKVJqh7SIXWnJgc4WxPZFFo1Cv25V8TTfxqhJ1zW7xX6p9spCuUa5qdHdGeWFvG1eu55icKZLOavT1uOlr5nXTuQa1mt5SiZycrXL5epaj+2OEQyrf+WZPs3vV3vb9h2UKJZ1yzaBaM9izPcy1WzlOnE4QDTs5vDeGyymxcV2wtS9+n8Irh+O4XBL3x4tMTZfI5LTWAhWLOlnV7DEA+PRyhgtXsgz22sPQFUVk/RPesd+r8FKT9WNZFsGAwrZNIa7fzuFQBO4/rLB1Y6BFfXPIAqsHPcu8ZU2zxd3CQQeH9kaXURuXpnH27ggv68rM5htcvp4lm9P40ksdz2T9bNsU5PK1LAvJOu1tTmRRwN+MupZClgR7Is4SeNwyxVKZQkFrNWU1GibVur7sDrxxK29LYx+IEQk5cDmlVpNavW6weX2A2HMikHxB46NPkmwc8eFwiC1qoNcj093lRBTtvP2qQS+yJHBnrMj4oxJ93W5mFmoMD3n5yiudZPMNhOd4pJlsg5n5KmuGvJy7lMbtsvWHNN2kM+7C65WxLIvJ6QrRsAOPR8EwbUcmkazzjdc7uXm3yMSULdP9PGRyDU6dyzDY52H9GluVdbDfy/ZNQSoVnam5Kls3BqnUdDLZBuGQA9MUmqo1tmRCIlPnwaMibpfM0YNtREIKN+4UMC2Liakqe7eH+O/+zupW1/L0bIVrt/Ps3hbi8vU8hYLGr3y1m4dTFS5dy9LX46Yt4uDowTa6OlzMzFVJ5+qcOZ/G65F57Wicnk4Xl6/bE8H2bA+ze3vE1vf5BXVerXj4nxNfZNVd+glBWK6tA9DQDBrNjqxFJ89a/MGkNXZNXPJZVRUwdVvqQNMtJAk0bfmGYyEHDkUgkba9DcOwqGnGU6P7VvV70HSLW6N2WN/ZpmIYFuOTtocnio+7V4tlnSs3srhUkRcPteH1yDQaBm9/ME8o4OAbX+p4LlvF57UlB37w1iwPJiq8/mI7XR32IlOt6bx3fIGPzyQB2+v969/u/cxiqGFYLSXE67fzvP/xAqWyxvRsDU2Hnk67Q7i/x004pHLjXpGFZH0Zf1tRRF7YF2X75mDrd1pTrXKpOqaiiMu81U8v28b+0N4oDkXg5NkU9x4sZ2nIkkClalBuMl7cbpnD+5/Wvy9X9GXNYmB70wuJOsXy41z6+rUBXnkhzvxCreW193a7kGWBk+dST6l5qqrEyLC/FaVozeEri3CqIp3tTgzD4r2PFphsRluLg8zLFZNPr2QoNSOI1QMeQkEHXq/Mq4fjrdRhKOB4rqDb7EKN2/cKnDyXwtCtlozC2lV+fvc7/YSCDqZmKvzrPxjnx+/OksrUEQVbEfTQnjBrVvl56YU2+no+m5L61vuz3GiKv42s9rF3R5iRVfa9MzVT4d5YEZ9HYePaAJ5mV6woNMcIWnZ67uuvduByyZy7nGF+odas87QRj6lMz1YYfVAi0nQ+AIYGvLx0qI3eLjcBv8S5K1lm52t0tDkZWe3lveMLvP3BPKpDZMuGIF9+uYOeDjf9/R5OfZomm9UY6vdxaE+Eydkqp86ngKZoGr8YtcwVg/858UWCrKXNHpZph5JLoSrNiQc8bgEpF+wQb9GgW1g4mm3eum6SzWqYlkXA52AhUUNVbB2TRRRLGu+dSKA4RDrbVe4/LFLXLIJ+hdH7yyV7H01VcKoiyUyDRKpGMl0nFFTp73lsbA3D4uzFNI8mioiiSCzibOXA74wVyRUabFwXoC32bJ0T3bC4fa/A8dMJPB6JkdU+No4ESKXr3H9YolDQ0HQTj8t+GCMhB4P93s+86e8/LPG9n04z+rCI0ynh89rKkK8djbNmyIvDIZJI17l+O0+hqLF3R5j9u56WFQ4FHC3jBba3+PGZJBevZp9ZiE1l7Hz19s0h2qJOTMtOLzXqy6+r36fwpZfan+LPX72V4+rNXOv1+GSF0xfSFIqPjXs45OBLL8UJBZRlrCZRFLhxJ8/tu/biEos6beXGHvdTjUiFotZKFeiGxbGTCS5ee8ywUVWJ3dvC9HV76Ot2E3pi8IvLKWKYFlqTSuv1yHZ3cLqxLKKpN0xm5qvcHi3w0alEa5YrwNpVXl7YF6VSNehsdy0z3IuOwfhkmWDQQb1hcvVmjum5KhevZuhodzMzVyUUcPzMdE4626Cz3cneHRE+vZrl+p0Cmm7LSXR3uQmFFK41xfgWF24Lm5ZpNZ/Has1E0w38XoVkpo4gCPi9MtWKgcMhLjsusFloQb/C6HgJSxBwO2WbRlvWmZmr0R5VEUXh8YQtbEaPqojU62Zrzq6i2FIOi1G9KAoIwkpK55cE/3ksHVGwZ9ouRa1hoi/eTM2HoKY9/mytrmOa9mg9URTIF7XWQ6cbJuWqgSQLy9rqP/k0xcxclaBPYeuGINdu5enucmLoJheuZFFVCZfTVgiMhFQiYZU790oM9ZURRZG924O4XVIrzM8VGrzz4Twup8jWjUF2bw0xOl6iq93JxLQtTrZx5HEHp6abJFJ1Aj4Fr0fm/niJ46eTxCIqv/rVbvxehZm5Kmcuprk/XmL/rgh/7es9y4aZPAv5okalYhCPqcSiDu4/LLGQqvOP/t4wa5p68bIkcXeszLETC3zj9U5eORwnGFB+bo8pGlbpbFO5cTvHhhH/U8XdRsMOuAXg9KcptmwI8srh+DMjm2fJCxeKdkHUMCxu3s3j9ykc3hcj4F/+ODocIsdOJJAlgRf2x1pG74V9sWX04I6465lTsy5dy5EvanzllQ40zSQcfDbnv1TWmZqt4vfJLCTtQe6yLNLe5mLHlnArhSGKAkf3x56iJs/MVjh7KUNPl4v5ZI163WhRSBe389IhhUvXsnx4qkQsohIKqow09YaCAQcv7I2xasD+XlEQGB7yYpk282f0QYE9OyLEIra8hqZZyyIKw7CIRZ3UNVsnKR5RKRR03vlonp1bwgz1e3j1SAcXLqeZmC6zfm1zapZlU3QWOTEzcxVu3C6ybWOAHZtt3aXxyTKnPk2zfXOAtav9yzpiS2WdD08lSCRrdLc72bjGzvG//cE89x4U+a1v9SGJdr1L00xmF2pcu5UjX9DYsy3Ezu0hZuYrvPdRopVSBHtR+CLkkJ8HKwb/c+KL6OHrSyJtt0cmV7BXfEmytfJ9LplMwS4kBppCSkozua3rtvKhLIpohs05lkS74JMvymRzOv3dbm7cKXL+QoYt622t78EeL9s3BbhwJcf7J5Ic3B1lY6eLF3bHOHE2yT//tw9YPehh26YQu7dHiEVVvB6J1QM+0rk6N+/kOX/JbsL6+pc6iYRUfv2b3Vy+Zg9iSWbqjN4vsWt7hH07w02d+mbhuazzzofzJNN1dm+3tefdLpH9u8O0t7m4dbfAto1Brt/OY2gmWzbYhdL1ax8vGM9CKl3nT380jaIIfPuNHkIBB4f2RJAkcdmi+uBhkdEHReIxlYBfeYrG97OwyI+fmqtRrRqEntitznYXrx5xcPNuntn5GmtWGcsihJ+F3VtDzCftiUcTUxW6Ot1s37Q8CtB1u0C+aV2AW/cKHDuxwKtH2lEd4nOFup7Elg0BKjUDTTP55Hway7Ja3cFL4XJJuN0iN+8W0HWzaZDtIe9PyjU8U85AtkX3+nvdTE5XyWQbLW6/ZVnculPgwWSJdcP2lK9H05Vl29nSHO23+P7LN/IsJOusbU7junQ9RzLdIJVuMDFdodEw+dLLHY/rXJLAgV0RPr1iT1IrFDUmp8vE25ytBS4edVAoG1y7lWdowIfbJbU6bRcXsGJZp6PdyeYNQVwuiXePL+D32ZLGsYiTjz9J0NFuj9u0dfLt1Mvu7fYMinePL+DzyGxa52fdGl9L1XM+UeXU+TSJRJ3+Pjf7doTx+x18cs7utnY6Jd54tZORJiFBEL5YJuHnwUpK53PC/AI8fG0JpblWfVx0W2QMlOomxWY4rzhE3v5wrpW7NU2Dc5cygImum+QKGh63bA/r0DU64ipbNoYxTZPzV9IkUja5f81qH7/29V68bombd3PIisCaIR/hkIqmWZjYNMjZBXuw+MHdUXZusYeE79wc4uiBKH6fxNsfzPGvfn8cXTcZWR3glSNxujvtWa5er0x7zEGxZNDenB+6SJGMRR3s3xVhoMfF6QtppmarbFgTsKdfPSqTKzYolXXicRevv9jxTGNvWZadvriXt6mUqsSaVV4O7Ini98nkCzrZgr2NRe9d100+OGVLF3/t1U5i0Z9P6CqVrvPe8Xkmp206Y1+vh60bAi39mSeRzja4ebfIlg2B59Iyn/td2QbHPl5gZr7KSy/E2fyEGNrUjN0kl8036O12s2ldgIFez7JO4Z8HoaCDZKrGe8cXiMccTzdf5RtcupZFEgXaIvZ5Orgn9tx8/LOQSNU4cTZFMlUnHLJ1/BdVUQHu3S9x5mIay8LuAF/t5+VDcbZvCj1ze1OzVc5fTNnsLEFgoNfDV15qJxxUOH46SSZbZ+O6wFMCb309Hr71tW7CIZVT59JUagZHD7S1juX6nSJT0xU2jPhb6SjThKUWf7DXTamkMTZeQhTs+cMuVaS708XUTIVY1EGlYrTSZMGAPX5RUSTCQQWwuP+ojCQJzM7bkQ7YQnKyJCCItKjVH51KkC9qrFvj4+DuMLfHipy72KSMmtYXIof8PFgx+J8T4pJTJoggiOKS/8Vnap27l3QWlioikiSiyIuft4d/N9OkzM5p/ODNWeYSDSIhiXDEyQcnkvgCKn6vzI/fneXd4/OYQDzqwTAF6nWdvm4PpiVw6lyK+USN947Pc/5Klu4uN/1dHm6PFpicqTA7X8XtkjmwM4puWNwZLTE7X+Wdj+a5M1bk/kSZ3//uBIIg8d/8zVW8sD+G2y1RaOYh/V6ZeFSlI+4ikWxw6XqOB49KLCRtJc33jtsNK4f3tbF5fZBwSOXArgjr1vqZT9YxTYuuDic3bhVYNeBh/RofpmkxNr6cmgag6RYXrmT4yXvzpLMNfF6Zl16Is27YjygK+H2yPey6ObAD7ELXUJ8HRZaYTzxbhfJZ0A2TRLLOB6cSzCVqjKz2862vdT/Xcw/4ZCTRjmayuUZroft5EI+qOJ0S4w/LuF0SsixSKuutHLHTKRIKKq20SFeHLdB29mLmszb7FCoVu7/CsizWDftbIxIXkclqPJqqUKkarBu2xy0apvm5ioWJVMOun3hkbtzO0RF3trz3fEHj4rUs4aCDlw7F0XWL+UQNUeS5hf1gQKGr00U212hRcp1N+Yahfg/jE5Wn+gqWQhQFNNPE71WWyQ6LgkVdM2ksuU6mZafmTNPAsixGx8uk0g0s7EjmwO4IDc0ikazhdkvcvldi784Qe7Y9rgONPihy734BQRRxOMRmd3GdesNsSWF0d7p547VOAj6FB49KpNJ1PB6Zg3tjpHMa5y9nmZmrEgk199daXIdWirZ/4Vg00jbEJ/5/8mcbpmXraggiOJ3269WDbhwOsCyBznYnm9f5EUVbTjUYVEhnGwQCDg7ubrM1OXSD1at8TExXefP9OTQdvvXVLgb73CRSDbq6XIT8CnPJOmcvZbAsOwcsSQKqS8LtkjlxNoXDIeL1ynQ3G0nujxe5cDVDOtsgm2vQ2abaOjqywPXbRdrbXPR2uHnr2DynP01RqRnkChr9PR42r/cz/qjMxnUBRob9yLJAZ9zWTBmfKFGr2++Nx5xUKwYnzybZOOJn9aCXBxNlAj6FtqitQHnjToGJSZslssgzdygiX32lg6+80k7Ar6DrJheuZpidt4XNsnkNn1fmzqgtxQB2eL9vV5RISOX0hdQymYEnsVTIq73Nxa98tYvd2yKEgw5u3M7zwclE6z2VqrFMo0ZVJQYHvCiKwIenEtwde7aY11Jomkm9Yadqjh6Isb0pwlWrGXxwMsG1WzkAYhEnL+yN4Wn2I1y+kSOdbWBan7OQJwiIomhLET9RS9A0k3hM5bWjccIhB4Zp91P85P35ZVo5n4XFxftLL7ZTrRuc/jS9bKarxyPT2eFk03pb2fTu/QKnzj1fpwdsqm0w4KBQ0lp02tY+6waZXIPqZ8y1FYD2mJPp+UrrfILdDavKAonUYydAkiS7sVG05yJfvZUnFFDYuz1MKlPn0XSZh5Nltm0OIwgChWIDEaGV8itXdPJFjYBP4cbtHJZp7//MfI0Na3zLCs2aZqIoIoZh8XCyzPq1PtxOiUbDoK6ZYAnEm7RoQeS5ss3/uVgx+M/Dn/wJjIyAxwNDQ3DqFLB4EWxv/nl47O3b/+yV3ub7er32zRIMyYiICII9g/OFvW0IoohlifR3qk1lQYvf/bU+olEH2bxOR5uT3/hmF/PJGslUjX27Inz15Q52bQ2j1U3uT1SIhhX27Qjz2tF2dm8J8Wiywuh4mU3rAuzcYssC93a56Wx3s2d7FJdL4tbdIvcflnkwUUGWRTavDzA85OXOWIGFRJ31I366O1w8eFQml2vwpRfbGRn2sWm9Xdidna9x806eQkln68YQlYrJ9GyNqzfzHD+dpFY38PsUuuJO/F6ZtjYna4a8qE3xMbdL4sWDbWxYFyCX1/j9P53g9Kc2RS0WdbJhbQCHItLQLOYWaqSzDaZmq/zk3Tly+QZHD7axeslwbrdL4uUjbaxfE3jKQ8/mbV3/+w+LvP2ETrvbJbNmyIuA3d2sOqRWuH/5epaPzyRbXrgsi+zbEWFkdYDN6wP0NYdbVJYMVH8SZy5kOH4qgWladLa78Hltj08U7WlLS8fmLULTTKZnKnS0OTm4e4mgW9VYJi73LCymJSwTxidKjE88bqS6cjPHR58kWguBPWkqzs7NwZYo3CLS2cYyQ26aNvtleq7KsY8XKJV19mwPsXl9ANO0C9kzc/ZoxlJJZz5hf3ZktZ8DuyO4ntGzcGesyO1Re9F0qqLN1lryiI09KHH1ZoGeDheDvU9TNC3LIpGqU64YOBQBEXs4S0MzMQyTUtVAVuWWeB8sjje0vWm3W2b/zghbNwXRNIs//dE0N24X2DASoDPuxOWU6O52c/J8ivlEtbmfEpvXBQmHHNy9X2Ttaj9vvN5JOOho9XBUqgbvH1/g4rUs2XydjSMB4jEXo/fLXL6R4/UX25FFAY9HfDyVbFHv4ReAlaLts3DsGPwP/wP86Z/Crl0wt7SV+gtciSXPv+0dWJSKJrIMNKBQbOD3BhFFO68oKyIItAZbt0UUDAMcikS8zUVDN3E6RERRxO0WeWFfjO+/OYWmm4ys8rda3z84lWQ+VefVw21sXhdoGYvN6wO8eWyOU+fTeDwS2WyD3/m1Pnq73Mwlqnz3JzMc2R/l0N4YLlWip8tFd4eL/+X/l+UHb8/xt3+zH7/P7t5dtzaAZVlcv13g9MUMX325nRcPxlpsolhURXWIpDM1jp9JUygbvHSojRf2xZYZ48VcuaHbrKNbowWqNZM1Qx4Ewc6jLp1/e+pcklrDsKdUBR1Ua7ZwWjTsaNLplGcWKC9fz1Eq6YwM+yhXnu5JuHIzx9xCjVePtLNu2EdDMzEFWDPkpbvDeErATJKE1rjBTK7B2x/Os3NzkDWrnm4S6upwLqP2zcxVuXwjRzDgeKbkAtiSCS+90IahL9/PO/cKPJwq8/qL7XjcMslUjbmFOuvWPG6+czolXn6hDYfDFgKzLBjssxfG7g4XbqfUqgssJGvoJuzetpy2apoWpz9N4XSIHNwbw6mKnDybQlYENq8LMjzkw+9T7P2MuShXdNLZBrGwitzh4vD+WIt+aJoWn17OsHa1nzWrHqeXJqcrXLmRIRaxRzr2dLq54SmQydRpb97LXq/Mod1Rtm4KPbWIP5quMD1TYWK6wvAqL+1tbjaOBPF6JP74h5NsXh+kUjHYvyPMK0cejxk0DBOW9Lb0dbt5OFmhoZlEwg5SmYYt+9B0BG6+ladc0TmwO9q69mtW+VqMq6s3s8wnXLywN/p4Hy17JGRb1Ikg5Lk/UeZvfmeAmbkKmVyDclmnUtXJ5rSWo2CaduS/ktL5L4X/6X+Cf/JPYM8emxfZ1WX/A76IwV8aDFjGEk5zMzL1OGXAwGg6m6oqIFiPu3oNvckmaBZ9LBPEJ5ykhg5g4VmiH1OqaJiWPSv0yZtnqM9LuWKQydTRdZOOuJNgwEFXu5t6w+TCtQwDPW56ulzNYxDZtzuCblj82z+aoFTRaTRMNq8LsGV9kL3bQ8zMVvjRO7OUKzqKIhIN2wJugiDQFlPZtzNMf4+Hdz6c51/9/kNKFf2p3LfbLfN3fmuAA7uiaLrF+ctZvv/WTEsrXHWIiKLAujV+Xjti89QBrt3M8W//8BGPpp4vvQuwfVOI/bsiNvfZsLh2O29PMmoa4o42J33dbhRZoN4wef/4Aldu5olFna0hKs/DfKLG/EIV4Tn56VUDXsJBhTePzZHNNejv9fDiwbZmwe/5yGQbvPfxwrJ0xKpBLzu3hlsFyPlEnXsPilSqOnfGiiTTtdb5lGWRQ3tjvLAv1vp8Z7uLDSOBVi59bLzErTt5mz44X+XS1Sy6biKKAnt3RPD5FN49vkC5YuDzynjdMj6vzOpBL/Ul/Qcetz2TdvWQvbD4vUortXH5RpZ7D0oIgkU232jx08cnynhcCof2RHnwsMSpcynaouqy4m9nu4tD+2L4vE/7qHPzdtQXCshcvpYjHlMZGfaTymrMzdep1wwO7o3g9yvLoiJRsMm1YvOZLhQbzC1UsIADuyM4HSKTU3ZDXK1mUiob+JqS1kuRzdtpS1EQuHE7tyxl5XbLvHSoDcUhkM5ouJwyDkWgr9uDJIp8+EkSVRWJhB1I8mIvjgWYKymd/yIwDLh4EZJJWLUKurvh7/99qNphnPgFWDr1JSydxWHm+aLWWghm5qvMJ+stI26YgGBRq1tMzVZAtIdy37lX5O6DAuGAgmXYofPte3nujBUI+CSCAQd3R4t89yczzMxX8DQfyvFHFeYWqpimZRdmx0v0ddtzYN1OiXzRYOxBiYvXsogCbN0QoFoxlzUHge0V9nQ7cakSd8cKvP9xgmrNYG6hSr6o8/KhNkplg2Mnk08Zcq1hcmR/jJHVXgTJNgyJZI23PphnIVl/rOVe0HA5JdYN+3ntSBtuj8z0bJWZueXpi1jEyUCvvZjYk4Eg4Jdbncr37hf48JPEU80ywYBCNKLS0+Vm784wC4ka127mePuDebK5Bt2dbjavD9qUPdOiYwm1bykKRY3L13NUljzc3Z0uvvRSB/1PdIWmsw3eO75ANt9AlkXczclVDkUkFlGfWozHxovLtNX9PoW+Hjcup9iKSAJ+hb5ud+uz3Z0uTMtiarbG3dEik1PLmz1cTrvvQjesZVo8hmFx/Vaeznan7Y0rIqm0LYfQaHZuxyIqg30eejtcZHJ1ShW9VQC+cCXLybPJZZGSLItPHZNuWIiCwJH9MQb7vJw6l+LkuSSlss7eHWFePhxHVSUkWWT0QZGb94o/t4e7fVMARRGo1U1M027IA3ti2o7NQT751B7wrmnmsmMXRLFpXO19F0WB9riTE6eTvP3BPIf3xxga8JJM1/nodIKRVV5eO9KxTNa6VjP4wZvTXL2VY+PaAJvWB5dJcgBcvJrlD783SU+XmyP7IkxMl3nr2JxN+VzjBwTaImqLeWQJot0j8AvASkrnSSwsgKbB975n5+0VBd54A/7pP4V/9s8wBdvTtkye68lZzdDMLu4KOB1QawBYlCv252p1ne5OJ6MP6/zkWIKHU1X8XoFKDRqaQGfcxdRMlX/6/7lLe1Rl/64wmazGn/xolrWr/QT8CpeuZxl9UEJA4Nd/pRuPS2YuUePGlQwPJos0avDb3+pDdYioTSP9//0394nHnPxffm81v/udPsYeFjl5Jo2JwNRsFUmEcsV+cJbec4lUjXc+XMChCAT9MrIkEg07UGSBdKbB7HyNw/uiGKbVnOIlUCxpSJJdOP7wVJK2mIrPI3HlRp43XrVVJtsiKops6/ncvV9EloSW1o0gCOzbHiYccFBrGFy4kqGzw1ayVJfkmas1k5n5Gls3BOnr8dhpiItZCnmNAzsfpygsyyJX0PB57bmtg31eIiGVWt1gdLy8TI2xUNQ4fibFxhE//T1uKhWde+MlVg948Xps7f/xiXIr1QS2N7tu+Glv3TQtGg0Ty7Sbul46ZOvGT0xVkBWBrqYn29Bsj3pqpkpDN+16gmDr4u/cErb56MkaL73Q9lQR1uWU6Ol0E4s46O6I4nI9+9E+fzlNsaDz8uE4kiSg6yaPpst0xV0M9nkpV3R6uly4XSI37uTZvimILIvEY07iMScPJ8vkC1qzmC0xMmxHis+bgwtw6rwt+JbONFi72tfsL/Dzybk0J84k+dJL7RiGxZ3RAh1xFy8ditNomK00388a9ZfMNDh1Ls26YS+/9a0ezKYcyexCjZv3CtTrtmf+pRfbl88+0E1YMiJzZr5KrWahKAKKJRIJKZy5kCYUtEXpNm8I0hF/TPO9PVrkwcMCumE7BpvWBfjem9O8fWyOb3y5E6XZGR/wywT9Ci8eauP6rRx3xgqsXWX3JCiKyPd/Or1sTu6iZ/9LOdP2vzq4mmHkf/vfQkeH/fN//9+3DL7Q7LH8+UQz7QtmGvaEq2pNQHVCsQLJlM6GtW5kqU6tDqMPi+iG3aR14WqGlw7Geff4AolUg/aYg6nZOvmiTtAvM9AX4sUDMf6PP5lgZqHGumE/64cDqKrIrdESk3MVejvdrBrwsHVjgJmFGi6nxORMjUxeJxazQ810tsFAjwdjtz2soVIz+O6bs+QLDfZsizA8+DjPOp+oEwoqDA94uHG3wOx8jYZm2pS+NX6CAYVCUaNas3C77Cjl49MpfH479xqLqng8MqGgwrrVfvq63fh9Cgd2Rzh/OUMy3aC/x4X0BNc8GHCwZ3uYT69kmJypMjpeZu0qL7GISk+XqzUQ5dCeaMvwiqLAri22oVq6MKQzDX76wTyqQ+LLL8YJ+BUCfgW/JS+bcQuPh3Av2rFCSWdsvEw8qtriYh0uwkcdz22CmpiuUK0ZrF3lIxZR+cor7a3oDuxF4MbdAi6nRFe7C92w+PBkgmBA4cCeqD2Y44kH3u+V0DTHMw2B0ymxb2eE6dkKn17O8sK+GJZly0DEY86WQY5FVDwuuRVdqqrEyy/EW7n8c5cyVCoGPd0uFhK2zMaiWifAQK+Hnk5Xa8EpFHXOX85QqRpseE7jnCwJqA6ZrRuDrdx2uWJSai4u9hhBw278Miz27Ai3vu/GnTyfnE/x7a91E3lOv4PbKdHb6WZ4yIfXo/CT92apNHPtfd1uWza5qBGPO/n0SgaPS7L7PprHLIh2/8j1WwXGHpb43e/0sarf1sU/fiZJPOLgG1/uIhxa/v3pTI3zl7MMD/lYv8ZPMl0nldbQDJNPr2TZv8vO9Y8M++nr8aBp9ujM6fkav/Wrvfh9CrphU4q1JRGS2Iw4fmln2v5XhVDITuMsPdFLf/45Mjo2BXOJJ8HjE+1YtA8iTM/XWvNsK1WoVOzIoVwx8fsVO5NnmtTqNgOhUNIZ6PXw61/v5u6DAhdvZAl4Zf7uX+8n4Fc4cTbB99+aRlVEfvvbvfz2t/u4erPAj96e5fa9PLMLNVb1efjS0TjziSrHTib44GSSH787x/hkmXzeburq6fTw6mF7wlKlajA+WebhVIW9O8KcuZTl/kQZt1sgFnEgN+Ue7twvcfVWgaMHouzYEmJ6roqkwEC3G1EUKJQ0Hk5UaG9zsmdHmFv3io/ne7Y56e50kkjWn5IOXsSOzSG2bQzQEXdSruqcPJ+iuGSGaL1hcvxMqpUX3rA2wNpVy3nnPp/C6gEPkkgrBXHjTp4PTiafmrVaa5jIktgybEG/THeHahfaoaUq+TxMTFd48LDc4ozPzNnpq0W2iygKHN4XZe92uwFJEqGzw0VbVMWxRKgtk2vwzkcLZHINVg/62LklxMx8dVkqaSkWhe5E0S4KH/8kuSxvPTzoY8uGIIIg0NBsDRxFeXyc64Z9bF4fYONaP+uGfZw4m2rVDuxegOXUS69HplozuDNWfCp9toi9OyJsHAkwMVVp8eA72510d7gYe1ginW0QDCi8eDDG7EJt2UStas1udFpsRCyW9KcK7W6XREeHis+rsJCsMTtXo1AyCAUU2uMuFEUkV9CwLMjltFZPiWBaIIBp2edseJWXak0nmWqgNHVydmwOojgk3ju+wA/fnl2WV9+7I8Km9QFbj8eCTz5NI8sWOzYGlnUSC4JgT4N7ewbTMHlhV5RAQOX0p2kuXMmweUOAYMBBqTkTw+IXx9JZMfjPwu/8Dvzzfw6JBGSz8L/+r/CVrwA2Z3cpfp4FWJaaFE3B/hlsASVzkeIpiQiW0OL4m1ioqmiHm9Aq5mLZVDBRFAj4HPZwBoFWjjkUUKnXTBRZaBUYD+y2tVDe+nCBiekSoiywe1uYWERl01o/c4kakgiSKJDNN2g0DHZuCRIJq61xcy5VstMslkW1ZtDZ5qS3y0uuYBcIAfZsC3OgOci8XjO4eC3L1RsFHjX58ds3hdizPYQgCGgNk3LlMX1R002u37bD+QO7nxY3A9uQzczVmlovXiwTJmaW5KkF25N83vXQdZNUus72TSF6Ol0tfr4sN43rEx9sj6m8eqSNjrgTTTN596MFLl7NMZ9sPGvzT2H3tjBHD8awLIubd/JUahoBn9xirIBtLBeVLAVBYPM6m0b6yfl0S/nSsuxoY1GAL1fQOH0hs2wubDJdb4127Gx38XJTybKr3cnhfTGi4WdLS8zNV/ngRIKTZ5MtI94RdxEJO3jnowUamsXmdYFWiq1aM5iYrlAoPV5sOuIufuNX+njlhfgzRzDmixrvfjTPzTt57t0vks3Z3xMKONi4zp5+NTdvX8dQ0EHApyzjr+/cEuLv/o0hZFkgnW3w/scLjDVVSQtFjXOXMpQrBh6XQqNh8vHpJFs2BPjW17o4fSHDtZtZNoz4WT3gpVozyOYbLaNtWSJLUvg4FJF647GomSAIfOnFDr71tS4WknUuXc+Sydmfv/+wSCrT4I3Xunjj9U4kSSCTaTA9Z3cc79q6nCEW8iuYpsntsSKDAx5kyZ6je2e0wIY1AXwemYfL6i4rLJ3/cvjH/xh27oThYZuLv3Ur/I//I8BTg6Q/q5AuCCKC0NR5EcAO1uzfWYKAJEjIcpOhLwnIik21VGUZVbE54LIo2cUsSQREyk1GRCzswCHL1BtCS5unt8uJJAsUK4+LU5GQSiikUigZtMecGKbd+OF2yThVAZdLIhxWuX67wNx8jYEeD7u2hvj4TBKpOdS7I+7k0J4IC6lGk9dsMTpewu0SWzlRn9fOU07PVvlPP5gil9c4sj/aUopUZKHlmdUaBm3RxwqI9x+WSabrOJ3iUxzwXF7jzWPzLCRrKIq9KPp9Mts2Lc+nxiIqu7aG8Hpk5pM17j0oLuPDJzMNTpxNM5+wveNFD3lktY9De6NcuJpdpiQpigKhgANRtCOYrk43Rw8+nliVTNe5cSf/VGSwCNUh4nJKJNJ13vxggWRa4/C+2M/UwalUDdK5Ruv6KbLAhrXeFpMnFFB4YU+Evq7HDJYLV7NcaI5j/PhMkrFxu2ipqhLdS9IvT6I97mLH5mCzL6HEmQtpyhUdQRBwqrb66KoBb+tcFQoaWBZ+7/Jr5HZJyyQoKlV7TkK9YfLhyQQT0xVCQaUlh/1ousKDhyVcqohDfqxCaU/iCrNxnZ0aejhZZj5Ro1DQOHEmRaHQYNWAB79P5r3j84w+KDEzV0U3LF5+oY1N6wLs2hair8fDybMpJmcqbFwbZN+OCE5V5Ls/nmJ0vNRyuizBaNapHjf6mYYtV76IbL7B9Mz/n73/DrMrvc470d+348mxckJVAVXIOTXQ6NzNKIqURImSHJRs69qyfX09tiyPPR7bkuyxPfadGY/loGtLsiQrWRJFiaHJZrMT0EA3GmjkDFShcjp1ctjpmz++U6eqUIWmaZEjzhXX85yngBP22WeH9a3wrvet88IzinLi8rWCohK/WeLO/RI3bhcpllxMU+N7Pt7Dkf1Jzpxf2iCDGIkY9PVEMDSN9y/ncd2APTsSJGJWixJ8uClNqWl8RwDl/1YzTfiFX1CPR0yKb1z1ynEh1gyyZuebDkJKhBbQcFUZRwYQjQoCKentCvM7fzhBueKSTdmEQ4IgkIRDGrYO5y7kmJ6r0dURYmm5zunzOZ461sZXXl8gHNFJJQ2qVZeLV/I0nICB3gi+D0cPpZmcneFLX1vgwLzDzXslJYNoCvbuSlIsu9TrPrNzdTShJoD7uhR2fHyyyo3bJUolj6H+KKeOZTn9bo6pmToHdksKRa/Z/CyRSBgcP5hheCDaWhAu3yjycLLK9368h2JJQTqv3Sqy3GysqvKCojRYa34QUG8ESBkQChls3xolHjXYvX39+9SIe4WXnmlnfLLG7Hydwb4IE9M15hYbHN6b5JkTWdqyNlv6ouurdE2tAE2DOw/KhGy9RXwFCm999MB67pe5+Tpn3lW9h6dPtD22aWlbOkMDEQZ6Nuf0KRRdZubqLZGRLX1h0qlVWoB74xXuPajQlgkRjxlomiC37HD5epHnn2rHMjVOHs0ipSSQ0Gis0hl7vkTXNm/+eV7A2fdydHXYfPSFLnLLDufeW6YtYzO6VfG8A1y/XeT6rRIvPN1OOmUxsjVBLLreufu+bMElpZS8dmYBy9R49sl2tvRGOLw/zZY1En43bhW4P15haCDKR57v2sDxAwo9dPVGkUhEZ8+OBIf2JrlwtcD+XYqRMgigLWuxe0eiFTh4vhrMm190MAzBqeNtbBuKMbdQ58qNPNdvl3jqiSxHmudSQ2tKVKvjE7J1wmGd2cUGnq+I0WbnGnz1rXl2jcb59Md7SCSUXONzT7UT+JI/fHmafNnjz37vAB1tIUa3xrlyfZqJ6SrZjE2x5DIzX6dQcDm6P83cfJ2JGTUQZtkaH3qug3/17+9QLHmrlNNS4fC/FfYdh/8Nmi7EN4zSsUyFmxca+M3nh7dEuXW/QuALYlEolEE34FMv9lBvBHztdIlGA4QmKdcD0ikL01R6te++nwch2DYYYUtfmFfeWODugwq1ms+2gRgjwzHGphpculagUg/4oU/2ErI0xifqpBMmru9z634Jy9II2wJdNzi0L8nrZ5Z4OFVnsNfh+VPtFEsuX3x1nljMYHau3hyyMYhFdKLNh2EYCCE4fznPwkKDeMJgx9YE25rCJct5h/OXlAKV40nqjYAThzO4bsDZi8u4jo+mC0xD0JFdX3rwfUmuOZASSI3xiSod7TYLSw3ev1bkiUPplmPs61HydpGIwa6RONu3xqjVA96/VlA1bV1ria08akIotsW5hTq/9FsPObAruc7hb2Y7RhPMLTWYmlU6vIa+OV97Nm3xfd/Vi6ELHk5V8QMYWuPgJmZq3Lxdoqsz1MyQ6rx7aZlnT7TRlrXZsS1Of3e45VB9XyKBaFRvQVDXKnh96Nl2hBA0Gj6vvLHAlj6Ft/e8gInpGp3toaZCmOp7eJ5UvDMxk+nZOpdvFOjtDrWaq33dYTQhiIR0cnmXvTsT60o371zIUSy5fPSFLkxTY2auTrnscWC3Ijg7/MhCCYrobHyiSi7vciRlsZx3uH2/zJH96VaJS9cFxw9nuHlHTWs/eTRLT2eIZNwkGjH46AtdG7b7/tU8b51dYt+eFC8+3dFahN+7tMyZ93J86LkOnji0RkS+mXnrzQBuW1PQpFzxuXazwJXrBT78fBfHD2Xw/IBb9yqEQ3UeTlbZtytJImby3FOdXL9VbEE1R4fj/ND39tPVRN1cvVnk7HtL1Os+fb2DfOzFLkplH5D88m+Ns20gwrMn1QT16sK8ps70TbbvOPxv1Jr1mW8IpSOb3NtrhE8mZ2u0pS1mHIdyDaJhgesKvnp6HjD4yHMdfPVMjnzJww8aRMJKSKGjzeb+RB1DD6g5kmTMoL8njBco+NeVWyUyGZvRoQjlistXXl/g/etFhvojFO+WsG2d0eEoizkXocHN+4rT5iuvL9LVbpHNWOQKDvWGj+tJkgmTvm6bwb4w/T1hXnvb481zS1TrknrDo6fJwx4Na8wEcPJIGqSKDHu6wgSBcixbB+NksyGiTVramfkGM7N1nnuyjXrDZ2a+gRAae3YovvHZ+TrvvJ9n50iMkaEI7RmLZ0+2YdsahaKLs4acCpTTS8QM8gWXt99bpj2rfgvAE0cyLSdVq/tcu1Vk22BsU1bIkaEYB/emWv9fmSIOh3VG19A3GLogk7JYXHKYmavT0xVep4i11lYcz617ZVxXMtgXbnKzuHS22fR2hVpOO50yGR6ItFSZVvDzK3b7fpmz7+XYMRLfNHJfeU7XBemU2drOckHVu7ePxNixVTFGvvR0+7pt7NmRYKB3FWbquAF+INkxEmduoc6rby1w8miGoWZ/qFR2MU1Bww14650lnj3ZRq3mEwpp9DxmcQUYHY6phSeksVxw+fJrc5QqHnt3JVkb698bK3PmfI4nj7bR0aZmJz7INKH4bfp6wusyrnrdZ2G+QV93pEXbDM1yrFwty4ZCOh9/sZty1ePCpWXOXchxYG+Sk01o7/hElcmZCn/wpWl8P+DU8Xb6utUU+ooZhrZO02HPzgST01Xev1rA0AXt2RDtWSgUHW7dLlKvefz0X92x4Yc8jlzuj2vfcfjfqMmvz4q4Evmv8O1oupqEFZrG1liBH3n5n3B0/hylUIpfOvCX+Wr/hwmkgv/XFyXphMeW/ijhUJFa3Sca0ZnPOTiOZHHZ5Xs/2s3tB2V++TcfEo7o/C8/swPLMrh4Lc/r55YZe1hBSsHxg2lCts4XX51ndqGBbWncHa/y6U900ZYOMT5Vo/yWRyJucOdBhYmZGumEyb5dCc5eyFOteXzk2Q40TVCr+1y4UqC70yaTMnn7vWWefiLboi/Yvi1OKmlRqQV87fQixZLLU8ey7N+d5OMvdm6EGMYNCmWfS9eLPP9kGyODMXIFt6mdq2QLY1GD8QlVc985qtgOoxHFnLjZNscmqrx3uUBHu0UyYVAoupw6nl2n6Vqt+TycqpNN2xscfmd7iCcOpcgXXTrarOZQl5LpEygpyLU34s6ROPGoyrj27QzYMbIeFbTWgkCye1RlSCv7fe7iMo1GwMdf7FxzXJQu77XbJSxTMPKIIEx71iKRMFnOu/iBbEWWUkqu3ymTaAYAhqG1HBUods/D+1JcvlGkXgs4eTS7yTlZzzB5626JW3fLnDiaoSNr8dTxLB3tq8fywcMK5y/l2TWq6BWEEGwdim1K1rbWpmbrSAm5fMC7F3L0dIUY7I+QTlpcvlZgbrHOoX1pImGlrLZre3wdvHYzU5nkMsmk2aLqBsVFv5BTRIRtjw7Q+UGTe371njZNjUhYlc6iUYNbdyrs2ZEClMD79GwV0xQ8nKzhHZEfOH8AajZDCGg4PvU1E8m+lPT2hKnWPBaWGrRnV/c58OWmsNxvhn2nafsNmkRsIEd73GPFNF20hKt/4vS/xNMMfuLPfoF//5Gf56fO/XMGi/dpTnkjNDAtA9eTTdy2jmUb6M1tLuRcutptUnET0zaoNWBh2UPTIZf36OsOUXPg7QvLeL5k/644u0ajhG2dyakatXpAoegxNVdH0wTbhqKEbJ0Th1Mc3JNgYqbB/Yc1LFPQ22lTrirq2GrN58x7y4xP1smkLUaHoxzYHW85nEzKYudInImpGrWaj9mcKAVVhsgXFeSsUvV4/1oBUCiV++NKEP3EkTQvPd3eipKzaYvnn2xj3644W4cifPHVeT77xRkmZ1bZLx9tmLZlLHq6bHV8Eib3x6vr6HBXtvuR5zoY7FdRmXKUJSanFULi4VSdO/fLLZItTRPs3BZjKe8y14QnVms+xZJLyNYZHIhyZH+Kvq9TApqZq/PGuSUmZ+rcuFNqnpsER/anNtzYQSCZmKoxPVfH9xUkd6Xh3Zax+fTHe/nI8+tRMZ4neTBeYXKmpqCJs+snba/eKnH9Tok9OxOMbl2/iFRr/qbN576eMF2dId44u8RCzmWgL7KuqR5r9hSGt0QIh3Teu6QESB519g0nWAfZvHmnxI07JXo6Qxw7lOH5Ux3k8h7vXMih64pK4nNfmiGTshX+Pm23KLRXKJMfNb85QRyNGFSqHrfuqqb9tVtKlPzpE1nF5plf/bzQHhUbVTY+UeHm3RIdbRbx+GpMPDNX47Nfmiabtnn2yfav6+xBDYC9f63YmqoGdc2dObdEJmmSStjrpn9BOfqAbw1b5nci/G/QdF1QLT1ECJ1wrPcD36tp8HfP/s8cnDtPyKuRD2Xoqkzz4x/5TSoiyu2eA5ztfYrn7n+RXzv61wA1+ee4Addul3EaHp4bMDvXIJ2ysE1BIqbzj/7323iuJBXXMU3B+UsFLlwt8GC8xotPtRMKafR1hfhPvzmJZUC+5NHVYdPTZTM0GMUyNf7NL41z/HCKT3+sG89THOhzC3UqVUkqaXD+/TxtWZvbD2o8dSxDKmkwvCVKR7tJw/HJ5RUvyFqTUompj26NsaU3TFdHiInpGvfGKywtuzxzIsvsXJ2b98p0ttl88sOdvPzaIlOzdTI7Ei2M+1qLRgwCKdC0KrtG43Q2o7db9yrcG6/w3MnVgatS2WNhyWF2XhHGffi5DqKbMDOu1WPNLSsRkK1bovT1hDm0L4XnBetw1J0dIY4eSJFJmty6V+bS9QKRkM5Hn+9sTux+MMfOygDN7tE4lZrP+MMqvV0hOh4jzqJpgmMHU62G7hvnlnj6iWyrdKDrYt14P6jI9MSRDNGIzhtnl3AcxY+0sph0d4QwDMHIYGzdZ+cW6nz59Xn2bE+sK2WBgk4e3JMkHtVJxQ2W8w6RiNFalMsVxauTStrculumUvWakan6zTfulIlFda7fKhEKaTzb5PJ5qgm9jUQMtg5GGZuoUig5JGImu3ckScZNfu/zU0xO11plnIWlBr/1B1McP5TmpWc6edSyGYtPfKiH9y7leOPtBaIRk/6eMEcPpImEFC3x6fNLxKJKU0GdF/XZtSCMas3n9r0SC0sOI8NRtg6qczsxVeW3/+AhpiF4+kR2Hc8P0CLv6+kKowmambnB1EyVQtFheEuU2bkatUbA8ECEACVUPzgQI52ymFuoYxga2bTVJMv8jgDKt4dJQa08xpW3/gdk0GjB9jZ7CKHzG7t+jB/51Of4zA+9zn/Y/9fRZEDEryOFjq4bjGVHGS49IAgEYVsHTSfwBQ0HhrZE0QyNcEiQjKtx/pv3qriO5NjBFPt3Jmm4gks3itSqAT/0Pd006j4yENQcn7tjFaSAbUMRwraOHTIRwNScQyym091hky+6+AHk8i5fO5tj10iUqZkGxXLAct6jt9sGAa+8ucS+nXH2jCYolT2lW/pIzfryjRKlcsDxg0kqNQXLu3WvwnLBY9dInHrd5+qtMvt2JnBcn/nFBl0d9gcKVJ95L8+Z8zliUYNdo6uIjGhEJ50wMdZM5t56UOHewyqH9ir+9XjU+MBaqOME/N4XZylVfXbvSCClxLa0DWyM4ZCq3+eLLtduFQlZGnt3JjY43bVWrniMTSqxjkLR4/T5HKahsW9Hguefal9XOgGVrawdKJqYrnH+UoGQrXHsYPqxWHrHDVhYalAsubx5dokHD6ucOJzhqePrSzbdnSF2bIvzyBgJdx6UyRfdDQLmKxaNGAz2RylVPF49vcitNRw/hiaajVSDJw6nee5Ue+t4e57k3liF6dkaW/ojDKzJgMJhndv3y9y5X6ZW87l4JU8mZXPiSBbPCzh9fols1m4RsK09B5tpHqvFpcSZ8zksS6e/N8qLT3cQiRhcu1ng9z4/jQR+8FMD7Nu9Og0cBEoAZcXzP5yq8qu/85BkXE1SHz2YIRzSeevcIlduFGi48AOf7OfgnnTrnJ05v8TYwwr3xiq8dXaR2dkap88t8kdfnlGEbimbH/hkP3/m+waYmK5x7WaBX//dSUolj2MHM7z0TAfvXc7xG783wYXLChasen7foVb4tjCpQUffc8w9/Ar3r/w7Rg/9zce+V2iCh+lt6BqELA07aCAR9FSmmAx2EY4IymackFvFsgSuryYuI1Hl1B5ON0hEdfp7I9x/WKdcCTi0N8qnP97NtVtlfvfzc3R12vy57+tluD/CV95a5AuvLdHfE+Yv/7l+fuwzfYwORfl3vzbBxatFXnw6w1B/hL3bYxzck6Be9/m3vzrBrpEoyYTBhctFOrIWu7fHsS2NC9dK7JCCeNQgETeINkm/NF2wuOxSqnjrnHXIVjMHX359iYfTNZ4/meXJo2mkVFG14wYcO5iio83i9784y9yCw5//dC9CCFWP3sQ57xqJcflGgbMXlonHdI42SyD9PeENSJp41GBp2aNQVimy70sKJY900tj05gmkVKyMnTbRsM6rp5dIJQzSKYv+ntC6IalGw+fM+WWyaUX18GiDNghks/+gnh+brHHjTolUwiQW1dm3I95Sg0o1s4d8wSUWVYpXb57LoWmCZ06o6Hd0OEZXe4hsxqIt+3gJxbGJKhevFnnmRIYt/YpLZzNGyYXFBq+eWWT/rsS6CeT9u1Ns3xpfV0NesWLJxTQEr7+9SCJusG9nnPbsalZSrfu4PlRqPheu5Nk+HGtFvqap8cJT7RiG2DCQ9eBhlVffWmDf7iQjwzGeOdneyroKJZd7YxVGt8bXSUcm4ibf/929m57H5bzLG2cWsEMa3/1hRRe98r6rt4qqkdsdXgcNBcUAKyWtqdblgsty3iGTypCMO9imoFzxyOUdQrZGW8YknTJb2/Z9SW5ZzUzMzNbYuT2B6wfcflCmvyfSIskbHoiSLzgsLjt0ddjMzBYY2pIkkbAI2RqXrxWo1jwONWUfBbKVJX2znf53HP43aJpQtAk7j/4MZ7/wQ7T3P0Om88im712p4/+1d/8pL977Q2yvToDgfN9TWLZO3YGwW6VmRvHRCIBsRhCLWTiOT74EiaggmbAIh13qjqS3M0Q8alIoeUhNwzI1rt4qc/u+UoEaGQpTrsHkdJ29uxKEbbUPpiWIhAymZhzmFpbYsTWGZQmG+0NsHYiQL7p0dYQolX16OkO8eW6ZStVjZChMNKLz9PEMfiC5da/CjTtVgmANTUTTtm+N0dVu80evLqBrzf0O6UzN1nn/epFYRDkNgGdPZnnwsEax7PPelQLRiE4sYvD08fS6qLy3K0St4TM51+DhVIPdo8E6CugVq1R90kmDo/uTrQGWieka714q8OyJLO1Zi7vjFRxHsmtERYkhW+cTL3WiaQLfl1iWRqHocXesRiyi09G26nBsW+fEkQyVqsvcQoOB3vWLzfU7ZcYmqrxwqo1wSGdkMEJHm0Wy2aTd/gjNQ77g8spbi+zZHmPHtjhtWYu1CcOj6JwVe/PcEn4gefZEW+v46JqgLW21uOPXmpRKSOf96wVm5+s8eXT9BGi8mQltPJ4eX31zga52m93b48RjBh1tqkT3pdfmeOJQmoN7UviBpOEEVCo+DXcj5cFm5vkS09SYnq0xOVNbh3K5fa9MqeKxdTBKseSuy4Qe5/wScYNEc+jv3MVljh3ItBa93q4wt+6UuDtWob93fTN5BVwhm9vNJhWVAgIuXivQ2xNmZCjGE4czfOnVOZaXXa5cL9LfE239jqePZymUXG7cLtKWtnA8n5OHM4xuUxng5HSN104vMDgQ4c69Mroe4+SxNjw/4P54maGBCNGIQTpptibmBcEHDnT+cew7Dv8bNCFU09YKp9l14n/i+tl/yBMf/y1MayNCY+WC+sVTf59fOPZ32Tdzjp/76k/RWZ+la2QvF6/XGV6+jTOyg5CtUa5KXFfj2L4k1ZpPyG5QdyFf9slmbJJJi7OXi5y+WOJDT6Z4/oTCs98dq6NpkslZl53bwnz6421MztT5nc/PkIgZpJImTx/LcmB3nCs3KtyfrGFbGsWyRyRsYJoapqWzpS/Mvl1x7oxVEUJNda4tb9y+V+Ha7QoDfSGW8y4PJhvsj6tp1KnZOlduldm/M84PfLyL5aJHNmUqYYjrJaZm64wOR5FSkiu4XL1Z5uDuBOmUSbHs8uY7eQa6bSo1n3LFp7PNajn+bVui9HaGqNb8lrMvljz8QJJOmtTqPq+eWWJp2aU9Y7Xq9tm0hWlq5PIO7VmL2bkG1ZrPjq2raJuVv7oueOpYBs8LWC642LbGvfEqW3pDLSfR1W7z+tkKpYqnHO0aDz09V6dQ8lokZLat0/EByJLlkgtC0t6cPdi7Y3MBlBWr1nzCIY3xqRoLSw5H9qWIRQ2iEYOtg4+/jR9M1Lh4pcDQQJjv/VjPOuf6OCuUXEKWxpa+CNduF4nFTLYOqsVESsnYRJVoWKe7M8z1W0W29Ef46POdjy1xjU1WlVB6m6IAHh2OoWvwtTOLnL+0THeHOpbFksvDySpb+iJ4XsCXX5vn2SfXU0Pk8g3uj9fYvjXWcuqGofGpj/Tw5juL3LhVpNEIGOqP4DgBz59qZ2qmzt37ZXxfsn93CtvSyKStNSUdlRF+7cwCN26X+KkfG+aHPtVHJm3xa/91gq2DEdJJk6MH0q1ZDiklr51eYG6hzv69aTrbQtQbPr/1uSn6e8IkkxbdnSE6222eO9VONm0RDhu8c2GJ9y7l+cx397B3Zwe5vMOte2W62kPU6j7hkK5KOnzzo3v4jsP/hk3TDYSuqAw6Bp5icfIUt9/7X9lz6h+jsZ56QWs2gwwDGp7O9aGTzMV6+Ntv/n0u/pk/pPLVi5yYeB3nV1/jrxq9/C+/ME25Bj3dFr/6e/MMD0To67IwTcHETAMp1YX2YKLO9Xs1/vqPDVCr+dyfqPALvzpNrREw2B9h57YYhg6f/fICdUfyZz7ZxdPH0hiGwo4fKifobDP5x//7fSZnHTrbLfq6VFOv0fD5zT9c4PkTaT71kU4ia2h2bVsjl3c5eTjNrfsV7oxV2T4cBSS/8QczOD7sHo1hmtq6Iaonjyh++WhYZ2HJ4dc+O4vrBezbGcO2NHaPxjENnXTK4L0rRZaWPV56KrMq+cb6iLda83nl9BKWqfGx59qwLI1tWyLs3a7G9N84l+OJQynCIUVvUK6oG/r4oRRSbhTQllLB4GbmG1y5WebU0RQz8w0uXS+RTppkUmq7dx9U2bEtSjikb3BuybgSBXkcHNFx1CRxd6dNyNapVHzCtvFYkfSV33njTol0yuL9a0WOHUjysec7WFh0PrDvsdaiYY1C2eXqLY/v+ejG+vejViy5fPWNBUa3xti3O9mEKWqt8kI0oqacd47EuH2vzN3xKrGoTia1eY9BSoWUMXS4dE3S3WlzeF+arYMx2jI2DScgl3fIpCyqNZ97YxWOHlJlJteTTM/WFAeRqREEkpe/Ns+9MSXlubZ0FYkYPHVMKU1lUiaff2WWRNxkz84kH3muky+/MYuU8M6FJaJRgxef7lS6sagyKijyuvGJKtfvFEkmLNrbBLGorgRemqysizmnJTy/cyTOUs6h0fBJpy1u3CmxezTO/GKDV96Y55Mf6eHqTaWT29sd5vC+FJ7r887FHK++tcjwlhrPnGjnxJEM713K8zt/OMlnvrtPCbNo4ltS0vlO0/YbNF3T0DUdXdPRhMaOY3+L/Pz7LEy8htB0bpz7J9Qr02hrumNek5rDceBG+36iTpnv/XP7+Dtv/Az/9sm/R+L4QQKvid0XELge1ZpPKqnz1350gJoDi3lFXWAZCqe7pU+l8rGoQaEUMLfg0ttp8skXFRLCMDSWix6O67NnNNpqbralLYb6w+i6gnjWHZ9EVGewL8zhPQmE0HCcgIczNUL2+sujLW2i6YKlgotEIYGqtYDFnEu+7NPTblKueBvgZCtDUbouuPewxtR8nY6sRSZltRqle3fEmJhpsJR3ObY/QTy63qFNzta5frdMwwnU/EDVZ/uwYuLUNcHOkRiD/RFmFhwuXitTryux8BeezHBwj5KhMw1tU4Kva7crvHJ6Cd8PFNROwGB/mOdOZohGFKFWqezx+rkc9x9W1y1EK3b8YFoNnT3GlvIuX35zkS+8qjR+d43E+NAzbRu4g9ZapeoxNlXH83yyaZN80SWZMNm+LfaBDeO1lk5adHfYFIoOU9O1r/v+SFhnx0ic3i5FqRyPGbx5bpkHTRZTx1HlhuW8y/XbJZ44lGZ4SwzPC7h+u7RO6B1URvzsiSxPHsnS2xUik7JajeJkwmxNBM835Sl3jMS4P17FDyTZlMWtu+UWU6amqenb7/lY9zr930JR8S2deXeJh5NVEnGTp45nGd0aZWq2ytkLS+QLHiNbY5x6op0j+5tlrSahYSDVNfH08TZ+7IcHMQwFMf3tz03ysZe6eO5UOz1dIQolj89+cYrf+8IUjYbP8GCMH/hkH0f3p+lrau0+f6qDaMRgoDdCJKJTrfpcvVXkrXOLlCoek7N19u5KsWd7krMXcly8mufjL3bz9PEslYrHcsElkBLxLarpfMfhf6OmKUpVhZkXmHaU/c/8E66//fM4jSWc2hKl5ZsIIUi7yzz78GXimoOhw7GFszz58FX+48m/w5c+f58f/+FXeG3bJyiVPbJZE93S0S2DSNjEMIwWKVoyrmOaGlJoRGMGwtCYnlvFE3e1W4TCGgs5j2JFrS7dHTaxqInjwfT8RrFryxT090UAwekLpRbuvDNr0dFmMzPvtr5/xUIhnZ5Om3zB5+i+OJm0yVdO5xCa4Ps/1okbwH/94gJLucczSu7cFuWpo2niUYNf/4NZ3rlUbL22dzTKM8fS9PeE1kU2+aLL+ctFPv/qIhevFRnsC/Ohp7Js3bJx8rKvK8ShPXGiUZ2GE/Bgos69h1W+/GaOcsXb8H6AcEg1pnu7wrz4VJZYRLFa2pbG2QtF3ngnr2r6WWsDW+oH2XLB5dXTS9wdq9DRZnF4TwLL0ltZhvkBw0mgCOE+8kwbizmXh1M1bt6tPPY3AC0q5hXzvIArt4rk8h7bhmJ0dW4OA11rhqGxa1QNOt1+UCEW02l4AXfuVwCF9hnqD+P6Ac+eVE5c06BcVdnIzHx9wzajEYNYTPHhZ9MWl68VuXA5z827JbIZiyMHUmRSFoah4flwb6zK2+dzDPZHePGZ9paMJcDwQJTd29cjpCRqzuHqrSKmoWEaggN70xQKHhNTipK7o91ibr5ONm21Bu6CAKVv0XSupqnR2xVm364EueUGuWUH29TJpBWCqC1rsrTUYGq6tm461zTVdO2enUkScYOPPNfJiSMZTENj52icazfy3LhdxDYFR/Yrsfd4wqRUcllYUki/Z57s4Ac/1U9nu41AfHsPXgkhPiKEuCWEuCuE+JlNXv+bQojrQojLQoivCiG2fDO+90/CNE1vPYTQ8Nwq6Y799I1+D1fe+kdEkgPUSlPohoFuWnz85m/z7375eX7rV0/y42f/Jb906n/kva0vEY4op26YBvVGQH+njWkYaJpONKZjhwxKNXXCB3tDKqswDNpSIWzbZmJuNZLatiVCT5dNuS6Yb9LkhmydvTsj+IHGtbsbOeaFEBzeEycU1rk7XmF+STnpVMpUtAzVgLnF9Y7bMjW2D4cpVnwiYZ1Y2FDproT9O+P0tIcolQMeTG1cYFYslTD5rufaSKdNxqcaLK9ZVGJRYwP88M5YlV/9/TlcV/Lhp7IM9YcJh3S62u1NIZfppIlt63ieZLngculGiUolaCKINr+Btm6J8sTBJELA+StF7oxVWcw5fOX0stIf7bWxbZ2PPtfOgd1qCOvRga7N7J33C1y8WqRS9dE1wZH9KZ45nt7AuPqoPXhY5ZW3Fqk3FJY7ETcZHY7yzBOZTbMLUIvLF7+2wPTcqsMtV33GJmrs3h7jw890rOPckVLycKrWGoh71OYXG1y8kifw4RMvdHBor+LjuXW3zGLOoVaTtGdtAgmvnlZw0BefbmdkKLruOx7l7U/ETZ471YZhCr78+jzvXsqzbTDaQjftHIkTCWvMzauhs8Wcs25CdTNLJUw+/YkeQrbG7QcVbtytYJmCF57uYGggxul3lyiXfUxTWzdgJsQKZ80j25dQKHpYlraOBXQx57BcVKItj8oYrm5T0Ja1W5PB1ZpHruChGwLL0tnSpyaKJ6aqOO6qqLyiwlDT3Zqmgslvy8ErIYQO/BvgJWASeFcI8Tkp5fU1b7sIHJFSVoUQfxn458Bn/rjf/SdimkA3Vk/2jXP/hsXpd9h57G+wMPkmViiJ71bQdI1KrI1/8H3/hbAlqLkSTYCpCzRP4jQkhqkTSIkXSPwGaIbSumn4IDQduzmdW6xIdEMghEYjkGi6RnINRe3MgkO1oRGJmMSbTc180WFuCcIha4NI9vS8w72HikYhHLKJREyScRURX75ZBSFoy4ZaDVI/kIxN1lkueFimwlHblkYsIti/M45pCt48X6BUDUinTfq6NkL8FnIuk7MNtg+FKVcDrt+pMzoU4emjm6sklSseN+5VMQ1FupbNWC2Ez4oVSh6mqYi9VuydS0Xev15hS2+IrnaL505mSCWMdZBP31cQypWS1eWbZZYLHk8cTJAvegSBxDY1hvpshgciLScbCesUSh5vnFtm+3CkhfbZzCrNktO+HTG6OlaPx9sXC2gCXjy1SnvgeZKzFwt0tluMDKqsRaxRwNiz/fGUDaBq/ZeuF9F01pXhUgmT559sIxbVW4udErOpcaTJPtnTFeLY/tSGbfb1KMK2dNJE0xQX/bU7ZW7fK7NrJMbOkbjS/fUlIVtgm4JkfCVyVmpe1ariSHr2ZHZdjT+TsnjiUEbRgjf3q1JVZUzPl3RkbZ471Ua+5HH+/TzhkE5fd5jpuRq2pTO/2GB2vs5Tx7OtnkkybnLqWBt3xspMTlW5cMVgueBw4nCGgd4InW02DyeqzMzVefZkO8mE0oWWQrRKOiuWzdj09YS4P16lWFJYeoCtW2Jk0yaXbxT4xId7sK2v30cZ2hIjnbC4d7+M664O9O0cifPy12a5N1bmwJ71xz9gVf/gm23fjKbtMeCulPI+gBDiN4FPAi2HL6X82pr3nwX+7Dfhe/9ETOg6mqmiWgHsffrvMXP/y1w980+xwhlm7n+ZRNt2VZ5ppv+eEOi6mrwNAEOXGIZEMzQ0IB03uTVeRdN1xajpKd787g4lgTa94BFIjVhYZ7mg8MNPHFx1Am+/X6JS0zi8x27xiPzeK3kmZj2O7g9x6vB6p3rucpn3rpSJx3WO7ouyc6sajX/5rTxX71R5Yl+cH/6EqqP7gWR+yeVr50q4nuS7nk3x9GEbIZQD3LM9yu++vMj4tMOLJ5Ic3Z+gs219lN5wAl45U2B2sUFnmxr+evpogm1bwo+F7r17pczr7xb4rmfSvHAivWHR8jzJ2xdKJOI6Jw+tIlz274zS02XR3WFRqQbYlrYB33/jXpWJmTrPPZEmZKsSgOdJ5pccnnsizd2xKu9eKfHcidSGiDoW1TmwK05bZuOgkpSS5aJHImpw7v0Cjif58FOZdan5rpFok+TL5/0bJXZtixKN6C3mSoChgQhDA48nCqvVfU6/l2f7cIT+7jD1RkCh5HNoT3xD83Rp2WFhCYYGwqqEJBUoJRRSUNvHNX8NXbRggtNzdX73C7OkkwbPn2yjPWutQzc9uYazB+DWgzJvnF1i50icgd7Qpt9hmRpPHW9DSsnZC8uMTVSxTI1jB1M882QHfT1RBPDSM+2kkhbL+Qaf/dKMmojuDuN5ch10UdMEe3YmqdY93ji7RDJpErbV7EcsYtDbHUboGjdvF1QjOGGirzRGm78lt6xolRNNRk5NFziuxPMCbtwpqXLWlihjD2s0Gj5CqBkDKSXTc3USMXPDDISuCSJhjVJFUm/4LYefTprohkat6rXQOS2TiiX327Wk0wtMrPn/ZPO5x9lPAF/8Jnzvn4jZpollW1i2hRmyCEcshnd/go/9xJcZ3PVJAAoLN6hbk3wp/jwVY4Kwqeh5haZhmwI0DV3XEChRE98PiEctNE1jaeoChgaGJWi4AkMXRCM6mqlWjIitY1gaE3OrqXJPh41hCooVpUhVLPuYpiCV0KnUDa7cXl9X3dJtYYcNpuc9kkmTY/virZunr8tm57YQyajOH76a57OvLJOM6RzeHaE9beD7sFT0+NJbRa7fq3HvYZ1IWGegx2bPaISt/SGFaw8kpWY/wTIF4ZByIFfvVDl3qczCsr8OT++4AXfGa7z5XrEp1mLR3W4TAAd2xRjoWY2SpZRUaj47t4UZHVxfl86kLBaXAx5MNnj7/RLvXlaTobm8yjAA2tIGvZ12C0K5c1uUeNzg8k3VLBzoDXFwd1RRET+SVuuaYKg/vCl2fbno8frZAmOTdaIRjWhE33DT9nWF6OlUGgPLBZdqzVfO71iy1SD+eiZlk2ArUKWciZk6z53I0Ne9/lgEgeTW/Qpf+NoCF66qXsnwlijPP5lVoICE+d+E9rEtjUhEo1LzsW1tHe3Exn2TvHEmR7UasHdnggO7k1/3OxYWG9x5UGHrYIS+7jC7R+MYTfqItoyNrsHLr80zOVVnS2+Y3dsTvPh0+6b78f7VIjNzdQ7uTvDi0x0t9FUQSAwNwiGDgT4FrQxEM3CTahH9ld9+yJdfmwPg4N4U/T3hpqSjy9vnc9y+X+K5k+38wCd7eTBe5eVX56jXfcoVj9/+g0lefXNuw/5omuCJY20YhuArr8+3rqdQWGfnSAw0+NKrcxRLj5TW5P8fcOkIIf4scAR45jGv/yXgLwEMDAz837hn/+2m6TqGKQmCAE3TVuloMdh1/C8wtO97ufPer3Mh9A8pa+NcsP9nXvR+BVA3qmYALnzl3XKLLWOhKJlbbiAEvPPln+a3h/4+uvkCrg8LOY9M0iAR1SlVJG0ZgW1rXLnd4N7DBkN9FsP9IXYM2+RLPr/3SpFQSOPk/gRziz4Lyz6e73Pheg0/gN3bbHZujTA27XBbg1jE4PTFiprwDRtsH45w7kqN0S0WQkgCKbAsjQM7o/R02kzOqrr+4rLHnbE6sajOh0+lEIJ1CJivnC7ycMbh+z+cVgNRe+MsF1zGZ1x2j0ToardwXIlpwP1Jh0LZ5frdGrapsWurZOfWCEN9oQ1olErN5+2LZZYKHicPxDalHDAN5Sx2j4QoVySziw7jUw65gkdnVrEprmVUBNgzEqGxRSrVI11y426dpbzLp17KPrZuvtY8X1KuBOzYFqarw2JuyVEUzoF8bK/hw09nEQgu3SxjaILrdyo8cVDQ/xixlBWLhHVOHk5TKLks5lzGJmts6Q1tWFw0TfDciQz93SEyzWi93gh47WxO8Q0900Z3x+OneFcsm7Y4tj/F739pjss3Sjx3cnMZSlA17OdOZqg2An73CzPsGI7y/Kn2D3z/jm0xLlwpMD5VZ2ggSjJu4rgB1apPKqkmW8NhjbasRcOVvHp6gSePZDZl0Nw+EmN8qsbpd3PsGvXo7QqrWYdmVtVwfEpln2hElXRWJlp9X5JNqUygVveo1gJFkSKEygJ1wdxcg8VFhx0jccJxnYYbYBgCw9BJJMyWTKbnBS16lUbDp1BwiMdMFnMNHFdJKN65V27BttuzFuWyRzzWnBD+1tHhf1Mc/hTQv+b/fc3n1pkQ4kXg7wHPSCk37epJKf8D8B8Ajhw58i36yX8800wd01In1TC1ddh7TcB/sQ4iX1iNvufM1/l1cxCkzp9xx0ADw4TFvMA0A8IhwevvVbhyt45haTz9yX/Ff/qFv8Snf+plEok+3r1e4+Jth1JNNXIsy2SgW6lfffb1Mif3hijVJJmMSc3VuDvp8uT+ML6UHNsXoz2lcXPc5eW3Cwz3WWztt4iEBV6g0d8TJhE3sHRFf+wFKivYtTWkqCBCOg0PHs649HYYlKsBC3kfGUgySSVpONRrbsoDHwtrCE2QL6sJ2N5Oi2hE58G0ktArVwPOvF/l4I4Qd8Yb2Aa8+ESKVFIn1Nzeo7DQpWWP8zcqLOZcBntsMqmNl69taTx1JMFCzuXSzRqaBu5UgxMH48hAPjY6jYR18mWH0kyD7jaTQEJn1tx0qnetuW7ApZtVbFtw636N4/tjxCI6x/bHN8X8V2s+DUeSTiokULXuMzXboL/H5unjqXW/yQ8kC0sumZSxkZ5gssbd8RrHD8QJWTr1egCbzG5Fwgb7dq6+4DgBtZpPf3eYVMLg5l2l8LXCHvo429IXwbY07o9XefqJzKY0GCs2ujVOte7z5rkct+5XOXbQ+0Bpx8GBKCePZTh3Mc+WnjAH9iS5frvE/bEKLz3bQTxq8NSxdnq7lORhvuA+tvG9dSCKZSyymHOpNwIyaYtdOxK8/c4iDUc1msPNMqLQ9RYaJhY1+NgLXbz2tmqWT8/U2DWSYNf2ONdulehot5lbqNHfoyZje7vDxGMm5y/l2bczQVd7iHLZZXauxoUrqjdyYE8Kw9DY0qcYaWfnGrz65jyGrhEK6WwdirJ7NM47F/PcfVDhEx/ubpbRmjDAb4F9M0o67wIjQoghIYQF/CDwubVvEEIcBP498N1Syvlvwnf+iZlp6pi2of5aBqbd/L9l8NL5X+bOL45Q/1nBL/1+8wNSo4tj/KDxJrquE0gdw9TZv8MinjBYWnzAK29ew3VU7fDQ0ePsOPLDfO33fhrPU5FqNmlQbQilMTtog2bhSY1oWCMRF+zdZoI0qNbBDmmEwzpfeaeGRNDVYRMK6ezbHuLEvgjRsMZbF2ss5AOErlGu+Dyc9xibk+wZCZFJGCRjBvGoxs7hMF0ZA8sUjE07fPFMhXTcYO9ohCcPxbg17vC196pMzq9PR/1Acmx/jG1bQtTqq3dmPKJxYEeYqiP5wzeKaEISCWvEYzpuIDBNQaG0HtWxYp4veedqlYlplyO7Yzx5KL4pE6aUkoWcp7IHU7Bz2GaoL8Sd8Trh0AeXIl45U+TVt5V60YdOpXjxyfQHOja1X5BrIo3as6tkbo9i/htOQK0RcO1ujbcvllqlm0hI5/kTaXZti9LZZq2Dai7nPU6/V1wHwZVSUih7DA+EOXU4STyiRJEdL+Di9RL3H34w1j4RN/jY8+08/2Qay9J49e1lvnom94GfWaHUGG7Wzx9F3mxmkZDO8JYo80sOy3mXesPfFNm0tOzw8msLRJrIq55mw3+wL8LenYlWQ34h53BvrEI+77GlP7KuTFSteUzO1AgCyfRsXTXMt0Y4sDvBnQdlxh9W6eqIcHR/mlqzBKMsWOdbb90v8+BhhXTCZPfOJNmsmhOZmqkx0BtB13QiEZ3b90tUqx6lssvUjNJrOHk0QyxqcOZ8jkTcaNXydV0wNBAlHtPxZcD0bINEwuTogRTbBqO8eXaJ2/dKDPZHSDapmIW2giD65tsfO8KXUnpCiL8KvAzowH+SUl4TQvxj4LyU8nPAvwBiwO80086HUsrv/uN+95+EmZaO1YT4GaaGGoJWVs728MqH/h6Rqz8D7hQCDSkComaMnsgoFWfFGQQEmIRCAq82y+d/8+/woz/zGgdHE8zn4fiH/w6/868/zDtv/RroP0I6rtHXbRNIwd1pSTaj82BK0N2ms60/xNSCRwDYYRPb1vCkYKBbRae/9qUySMknTkXoyBgYOvS0K9SK11SjunqvweGdFqauUWsEvHWphpSCDz0RZnSLugGX8hoDXSa5kk/NgacOhXnuaJTTl6qcv1anq00nX5Tkij6ziz7H9ticOhhtTTGCuvj7Ok2Wih7zSwHD/RqxiM72QZt6PeDepEupGtCWMlqlnKWCx+ScRzquc2BHiMO7Q7SnN2d2BKjWAs5fr9LfadLfbXP7oUNnRidf9PF9YJOPep6idd42YON5cPehw5Ye879puCkc0njueJJqzeP8tSqGrtHdvrFMcv5ahXo94NCuCD3tSkcY1EL2aCazYqmEwRMH42TXNKxzeY/X3y1yeHekJWT+oacyBAHcGcuDhPsTdVw3YPvw5o3flYxMF3B0fwIpVeZx836VbVvCG0pYQSBZLngM9YdZLnq89W6BDz2V+brH58DuBF3tFl0dFn/w5XnSSZMXTrW1Xnc9xRXfaPj0dMZ4OF2nWPbpaINU0lwnUNPZZrNzJE5/b3jd9Pdy3uHzX52jVvf51Ee66egI8bEXOjl2MMUXvzrH3fEK2wZjfOT5TmQgSSbNlhBK4EsV8TZr5btGE/T1RBjoDfMv/+0dlnIN/t7/Zwcfe7ELTSjKifPv5/B8OLhHaSC0ZVfZXp84kqVW8+hbMxQ2O1/nS1+bZTnvcmhPgh2jSTrbQ1y7VeB3PjfFyHCUF5/p5NDeVCsblFIg10kefvPsm4LDl1J+QUo5KqXcKqX8+eZz/6Dp7JFSviil7JRSHmg+/h/p7EE17TRN1e00ocoWmqahaRqXD3ySq/s+wULEI6Z1872Jz7LFeJGKzBGLGVi2gR0ysEMWDU8p6gztfon+bSd46w//IV5goOkasViYH/6p/8DLv/NzLM6PY1gmu7aGaEvplKqSSEgnnTCouYIvv9vg9qQqm2zttejMGIzNyBZzpQbs2GLyzg2X05cbTC346LrGtgGTLb0GhQpkkjqRkM7F2y4NR7K1zyAc0vA8qDUkZ682uHrfUWP120LsG7HRNUEopNPbaZNK6BSLARduNsiXfGIRNf1qGqtSbZPzHtcfOMwseswuSU4dirB9QN14kZCGYWrsHLY4smu1bl+rB5y/XufGA4d82ae73aIjs6JEJZlZVAvEivm+5PKdBumEwUCPhWlA2FbwymeOxDeN8JcKPq+dr5ArBpw8GGfrFps7D+vrtrvWGk7A3JKCbq6YaQgiYYOuNpOQvVHMZG7JpStrMjwQUmP2XTZCCCpVn9fOlRif3nxuwTCUCM2jC0Kx4lNdkzkJoTLBZ46l2L8zxtyiw+Sc09rHIAiYnG1sGKQDOLovybH9Sar1gMmZBqXy+vfceVBldt7h+ZMZdEMwO99goMf+us5+Ke+SjBkc3pui4UiWci7uI+RqnqeI13aNJlguuswvOkQek4WlkiZ7dyYoFD3KFQ/PU6IqtYaPJgS+p0RjBvsi9PaEGZusMTXfoLs9RHvG5L1LeQxDkEyYqzxKYj0VSjpltRg1EwkD29b42ukFpFTcSMcOZYhGTeYW6izmGqq3sCbTyKatdc4e1NBZyNJ4OFUlnbHpbBLcWaaGZQpKZX/dfQIghUSwETDwzbDvcOl8g2aaqpGjrRy5Zogv13RZ9kX+PElnmpH4C4zEX0DTBF1ZgS9UnVwIKNQFLx2Ft68HfOiH/gX/6WdPcO7MK/Tv/jDJBJx44gCL4z/NH/zSXyH6t1/m7tgyt87/Gj/0I38TN4ChfsHWbrg96RMxVQ1yqSyJmhAyAyYXFGrn6O4wwz2C2xM+bUmdfCXg4ZxPyBLMLfsUa4IXjkdIxzVuP3S5+sBj+4BOyBZEI4qXH6AjqzE5HzA+47N9QHBvymN+2SMe0+jvNLg25jG6xSST0FrTjmutVJHM5QK1GJmC43tDLSbPB1Me799xeOFoiK7s6iUZsgX7ttmEQxqJ6KojmJz3cD3J/UmXzkzAnm02dUeiC0XTYJmCi7cchnoMju39YB1UXYdkTGsxf1qmmrN4dP8rNUUpsJj3uHq3zpMHoqQTqze7aQieP76RI79YCXjnSpVtAxbb+9ZH/rouiMf01nF41Hxfkit4TC+4REIaI1vUbMSu4Qht6Y237ko56cjeOFKqZvFywePti2UqNY+hPpsjezfH9LelTV58Mr1uUfQDyfW7irq7vydEf3eISEhn2+DGY1qp+izkHPq7QwRScua9PJmkwfEDKd65VGDrUJSj+9fDgy1T46Wn2zB0wVfeWMTQIbyGW+j9awVcT3JoTxJdF5QrPl87s9gSJak3Al481cb3fbybe+NV2pslmHtjFZYLDgI4fijN4rJDwwl4/1qer51e5Ls/3MPocAxNa9by5fpz5jgBpqmTiJlNWK96vlbzmJxSQ4z/DUqnAMRjBoGUSgXOXF+CdD1JqeLS2fFIkz4ICPxv05LOnzYzbAM71MTU+2zsrUg1nq7rglDIgCa3db4uSMQFDRd8xcXEnVnB7kGNC0GG7/vJX+T3//2P8ZM/+y5aLIsvBD/x//obXL/wRa6/+b8xsO8zvPqHv8AP/fjfolKXFIrwxC6DXUMmAsFiIWAm57FUhMEujVhIcmca8jXJyIDByb0qPfZ8ydZeg7lln+WKIBELuHRX0tPmk0rozOYkN8YllgEDnRC2BU/sUY6qO+NTdyTTSwFjcz6ZmEZ7WidsqvmCZExnfC6gVHU5vnN9SWT7oEFfh8YXzzVIxHRAUK5JYmFBR1YnNauvEwABuPrAY7kY8MQeY026K5mY8zF0OLzTJmQrrPQ71xt0pHUO7QzRcCXefQdNVzfVo857xar1gMt3HLb2WUQjGgt5H98XxCOaIrBauy93G9QdybHdNuHdEZKx9U667kgsY6P4dCKq+hbX7zsgGuwcCiGlZDHvEwlpHN/3eLWspbzHmffL6Jqgp0Odv5CtsWskgvkBd65pqNH8a3drOG5AJCzYPRKjPfv4UlgQSG6P1UhEdYYHmspamiCZMCiWlaB9W9oiGVOaA23p9eIyEzN1rt+tkkqYpBIGR/bGCdk6QoBt6WTTJqUmz1IqYTK/6PDOpQInD6fIpEyePZHl1LE0QbDKA18oeVy6ruCkR/enKJQ8Aino6wrhNSUNVbat0dMVotHwePNcjmMH05y7kOP+eJVcweHIfkW5/Z/+yxi5nNsqkfmBr1A6Qv3+yZka2bQicauUXRCwY0Qt4u9dzuM4HvmSy8kjbWwdilKueEQjqvE7PlklnbQ26CQ3Gj4PxhXZm7XmOpyYUuemPx3GfqQhL4TWrON/hy3zT9zCIYNQSCqH31zlV2TdQKWIuq5u/GhEkTP5vhKbFgI0QyKkwAskJUfgFAT9HQHZ5HPcvfL9fOnX/zo//Dd+nXszGvGI4N/94i/xoeeO8VcPfohqeYl8oU4gwoTCqrkTaUaHbUmBFBq+gEhE49BWyNeVAxuflcQGleMzdPWYWw6QUmNbn0auLEjFIF+W1B1BWwL6OzZG6am4zr1pn6WSIBpWXDMNR+IGimpiuRTQ8FRkKR4JWjUhiEU0ntxrE7bh3VsuUwuST5w0aE/pPH8khP0IwrJckzycCxjuDbBNiZRCOfXtVhMGqvYvCCQ9bTqpuPpS2xQM95l8+d0Gg10BR3ZsDj3UNUEsrGGZUK5KLt5yGOzW2TsSIh5d/wNGBkxcb4W1c/12SlWfV9+tMdJvsWt4/Y/QNEFPu0mpEpBpZgR1R3LhZp3OjM6u4VDrdzxq6aTB4d1R2lJ6S13M9SRnL1fIJHQO7YpQKPvYlmghm0Apmi2XPJZyyiE9e3zzaea1FkjIFfx1cEDHVdKXo0Ph1rUwOedw4WqZZ44naWv2UspVVZZ48kiSZFz9xu41UeuTR1I4TsDLby7RnrF44mASXVcU14op08SyNHILLmfO5zl5JEUybjDUHyEW1VtcOl3tFh9/voO2jLmOlVTpHuRpSxmMT9U5sDvBk0ezWJbGrbsVZucb7NgW54kjGXbvSLQgqrqG+r0ioFjy+NyXprEswZ//gS1814e6OXt+id/7whTPPtHG5FSNgb4wP/IDWxgciDIz3+D0uUUGB6J0tFlcuFygvzdMreZj6IITR7OtxejDz3dyf7zCpWsF7o9ViER1DuxJUa56VOs+v/tHk+zbleToQTWkJ5p0D99hy/w2MNtWKJhwSFd/H3ko6lTlVGNRQSSidGjDIdF8aIQjgiPbNEWdIODFAzofPaLxPT/288xO3KB8/3dwnAo//vEMv/eb/5Gf+fv/lF/53/4CbZ1bcEr3MSw1/JKMrF4M5+8KpKYx3KXRnoRsQqOv3aDmaUwvswHGtmuLxki/xuVxjXJDMNSjcWCbzo4BjaWKxnv3BHVnY1pZc1TksXvIYM+wTsPXKFUCBjo15ouCmZya0twMRyyEoKdNo+YIwqYgkIL5vHotbKuotNpY/eCxnSbPHrIYmw24OhYwNhs02TUFlqkie9dXC8y2PpO25KpDvT+jatGp6OMvcdsSHNhuUapC3Qk4uN2i4Qou3napNdb/gEzSoHNNuclxJU6zJl1vSAqVgOAx4GldF+zaGqKzGWE7LuwYtKk7cO5qHf8xGEPTEPR3KREZIZSzN3QYGbDp7zapOwHvXKlx68H6HsBSwWd+yefY/hgHd0VU07Xor6npSy7drDE+vYr+MXTB00cT7NuxmnGoGjvrkEPd7RbxuM6dsXqrxjwx0+DK7Roha3UuZbng8t7VUku83LI0njycYu8ORUcRiyqdhhWyPz+QzMw1KJaVitrYZI133i8wPBBleCDKzFydV95aItpUCFtr2YzFzpE4fiBIxBVS5sqtIiePZHnicIalvMurby3gulJRKjQPtwwUlQlSI5kwaM/aTE7XWc67BAHs3J5AIMgVHI4eSjM1U6Mta5NOWiRiJlv6ozx4WGF8stqa/ZicrfL2ezkWmwSCmgY7tiU4cViJsiws1zl3PsdyocHBPSmef7Kd+SWHr7w530IxBWjrqDW+mfadCP8btEgYsinVVPEDQdCc1NN0kJ6H4XuEdB9L8zG9OoFmoJuGki/UVVYQSOhICe7MSwTQnRX4UmCHw/zo//DL/Juf/Th/918/zcjOo3z+j/6AYrlOKJyhWF8gN3+X7vZ9tCUhucaZzebBl4ITOwVdGeU8FXYf+jsU18laS0Y1cuUAN4DO9KpjNHTJ/TmJba6KPK/YckniB5CKCx7OC4a7YM+gxmJRcmNCErVg/7BGb9vG0gaoctK7twOKFclAp8bRnZCKrb5vJhcwtQhbewTxsNrnjrSG46r3RUKryIUgkFwdCwhZsGuLTsORzOUlXWlBqRpQqgme2mfTmdno8Es1xWsUDQl8H2ZzAdmkxvZ+nZAlyCbFhmyjUpMUygFdWYXQunTXRRNweIdFNqXz8Sej6/oMj7OGG3DpTgPLVL2PhqOah1/P7k+63Jv0OLLTZkuP2jkpJTuHrA1U0ru3hvCD1QxoPufxztUqB3eEaUvp6JpgueRtEI03Huk/RMI6Tx2J8do7ReqNgN0jEUK2RmfWWkdoNtyvkFOJNfxOl26UOft+mfasyUBzAngtPYZtaTz7RBrTFEzP1nn3conuTovhgQghS1PKZKOxFlRxaq7BuYsFertD7H2EWygeNdizPU4kpHHlZpFL14rs26X0j4e3RLh4dRnPCyiUXPKTLkMDUWxLIGXQLN2p63r/7iTbt8ZwXZ9f/90J9uxI8KOf2cL98QoTU1Vu3StRKHl8/3f3EY8ZHD+UYedInPmFOncfLDLQH+ZTH+5her7RKu3Mzjd469wiPV1h3r+S5+mTbRw7kEVKeP3MIs+dUoRz1XqwRiNafnuzZf5psnjIoTfToCPl0tfm0JNp0N/RoCfr8Nxnf5a/8Mk4B3/7nzP66q/zE98V4+R//TlScZ+2REA6FpCKB2QTAWEzIBMPyMYlQkhkEGAEC+w5sIcf/4s/xa/+f3+CHXsO8QM/8AP8Tz/3f9Col5ibvs+Fc6+QjEpikdXR65oTELYlqSgtkWo/CIhF1PvqLhvImBw3IGxDIiLwA8HYgrrITF0511RU8HBR4K4BbZTqikJ2Z7/A0GG+IAiZ4PoCoQt2bhEMdOgUqxq3pmC5tP476y7kK4K2lGC0R2O0VyfTLMMEgWQ2rxbQB7OSiQX12yxDMNyjk44LliuwVFTPa5pa2NqSTfKtBkwvSqoNyCY1Do0YdKQF1Ybk9lRArZmtBFJyayLg3lRAqaZu9MPbTbb1KGcVj2j0tBkbavjzywE3JwKKVbWd3nadnjb1GU0IssmNjd51v92R3Bj3OHPFJZsy2Dlo0tthMtxnfuCNvSJRGI9o5EsB18ZWo3IhBH1dVquM0npeYx0cNhXX2bM1xHzO48ylGoGEU4diDPdZ3HnoUPsANspyNeD2uMPc0uqFsH9HlOP7lUDJvYkGQQBtmdXfIaWkvydEW9bg/sTjmVMjYR3T0BibavBgss6W3hBPH09TqfvceqBoLjRNEASSUtnjwN4ESFXb38xyBRfPh4H+CJVawFiTw39hycP3FCuqaQlyy81jqDXFb/BZXGpw/lKeRMIiGrXo6wkRBKpnMjNf59x7eQb7o2wdiDA3vzrrkIibTM3WmJquUyp5RKMmI0Ox1gxGIm7Q2aaQbJ4vuXO/zLahGL3dYTrbbTQhmZytMT/fWL1Hm/f1d1A63wYWt+vYWkDNEYQsFymVJFlAwPxf/xvM/7//OqWGSosbvoGGwMDF101MfFwpQAjK9QBD1zGE+vtgxuHzv/EvePeNz/HT/+PPUi3/EaXcBLdvW3zsh/4O//53zvMbv/hzJDNdLNZv8rfPfYqvDnyJrZmt3JsJlCB3ShC2NepOwNWHEseHrrRGX3ZNjyGQTOZ8pnOq7LR/WFKsCubzEj+QbGmD3qwgXwHbVDec50smFiW2BSPdgrqr4UnlPO/PQ2dCEgtBJiYIApjKwXIZUmv6kVJCoQqDXYLBdrEBzVJ3oVQTJCOKh8duwhv9AFwfLB0WixCxINscHO3JrmGGjEIyrlGuq8VA12mVQYoVcNMQtpRzHu3Vmo5fkozCSO/qdhxPMRWGrPX715kRTC5pzOchFYOeNp0gkEwsBCQi67OtzaxSl8wsBcRCGt1ZDS+AXCloLXiPs7lcwN0pnwMjBi8d//ryhAB3JjyWCgHHdlkYuip/DfZahJdcIqEAQ1fHaLkoeedqjWrdYv/o5tvOpgx+8GNp0omNriJf8rl2t85izsUwNQ7uCKNpanju+r0GWwci9LSvT5WCQFIo+SzmPfo6LcIhjZGhMKmk0cLHP3hYR9cEg03Om7HJOuPTDUa2hLk3XkXTIRlfz1QqpSQIJFt6w6SSJheuFrhwtUDDDXjxKYUEev3sEpWKz/atzcExqTdBFzptWZvnnmwnnbJYyjUoV3ympou89EwHz51sI2wrqcyzF5fZstCgpyvSuoaPHcwo0rXY6m9VFAoq071xtwRSMjQUZduAKrEtLNY5/e4SUsJ3f7iXxcV6iw5bCIH81lR0vuPwv1GLGy4eZSyhEzYcPCkwhETSjLKkj6lICSk6YSX2rfkEQYCleTiBjkBSdzRipk/Y8AkCg0oj4Cf/+j/kyRMn+D//1T9AGBavv/IH7NixE0v3CBk+f/On/z6lGvzN17+b8eJdfuoLP8WX/uyXiEcgYXtEjIDpnEEirKKJRNgnZgckQiZCNOvHPuTK4AY+2bCqh7fFIFfWKddgOidJhAUdSdFqCLse5CoBXkEStQWxkMGOXuVQ8xVYLAcsliRhSyMZ1dnaBUgIPVIWmcn5lOrQltAJP9JHDVmC/YNgmbBQEKQiUHMkVyckhoCdfYIdvasZzFqr1KHqqJKZ58PEItgmbOuGZFRwYOv6ckUiqsYrh7sDbFMokZgl6EjB1BJUG7B3y3oOHC8Q9LdDNrnmOR/mlsH3Ifl4sA0A6bjg+C4Ty5CUaoJ7U8rxZjZBSVZqkvG5gMFujZClFhNTF8SSH7w4SCl5MOtTqQUkY9qGUlFn1qQzu7LviiK6WIPxGZ/9o5tvU9MEndn1J1JKycyCy7V7DXo71RDZctEnkKpkEI3o7BgK0dVuEo8qxkrHlcQiOpNzDqcvlpGBJBpOEA5ZtGfUY8XasiZ1x+edS0W2DkRoOAE9nSGO7k9Sqfmb0l0sF1wu3yhRb0h+4gf76O0KUSy7nLuQJ5MyKZY8HMfnez7WRVumefE1j48m1PWRSVv8/uencJyAZNzk6RPtWJbGW2cXuT+uRGyG+qOcOt7WcvbVms/FK3ka9YCbsyX6esLMLza4dqvI/j0putptMimLRNxQdX2h8e77y8zM1Th6MMPO0RiuJznzbo5a3efZJzsUbTTfmsGr7zj8b9BiogSNHCHNIFSv4wOq9WMQCNADl6hRQ+CQMW18qeGLEAYuEFCTUWzRIBROYONgizrFkqA3o0E9R89zh/iBT73Or/zSf+Z//Wf/kGvXrrJQu8qPfuUzTJTH1uH9X773MuIfCXShc+nPzCCkTyqSJhXTSEYlD2eqOF6duhMnGlYO3zZgtEvwcCFABA6OAzo6w12m4m7JeywWPNqTBhFb3RimIdjaCQ/mfJaLEkNIUlETECQjsFCE5UrAbN4jbNmEN+HWUfA8lRVI6ZGvCJJr2CQ1ser8Yk2AR62hhk8aPkzlJP1tG6mOAYo1lR0MdaijkysF1D1VajKbqKTNbCW6rjZUuSrpQjwMyxWou4LImkVpagkkgsHwmgEZBH3t0PbB+uPN3yeIhlTmc+VBQCIK27o33y/XV30G11PlmHBIUmuAZX4wakPNCUjCts7uoc1v7akFn0pdYmiS+9M+R3bZDHY9Hq65YuVawHLJp7tNx/cEV+45FEsBw/02w73mOt4g0xCMrGEx/erZMvM5l898JEU6YbB7W5iOtLEpTDRf8nj3cgUhJCFLMZDu3xFhdDiCrok1de5VK5Y8/usX5qjXA47tT5IruMSjBp1tIZ4+nsUw4N/8yhiVitdqtAMIqWYrgkCBAc6/n+PqzSKH96d4/lQH6ZRFueKRK7gkkwb3xitkUhbx+OqxLRQV5cOBPQkCCZevF3gwUaU9o3or0YjB93ysh3LF48qNAl/+2izHDqbp7gxzZL+Cj55+Z5F41GDbkMpahACE/JagdL7j8L9Bi9VyiNIUph7CrpXwdQtdk8hAIhAI38XJdAHgGigpRFlt1VSSRkPV66VPSNSRgObXSEbiNPRlpNCICIuf+IGP8IMff4aX3zzDz535aR6WH3Ci+wmEpnF26iwBAbrQOdF3gl/+1C9jFOu4vkfcTrZwvdm4ZCnv4NbKkGwKawglGLKlPWB2ycH1JIEr0DEJhyxC7SYTs3UKpQaJqNni9E9GdEa6YT5fZyHvELLi6M1CcXvCQNNUc3A2V6OvPbJp03akW8PxJAsFn1rDw+4ShD9A07XhBUStgFhIb5VoNrOOJGTjytE8XPRZKkIkBH4gMB+/+ZZFbNjZp+reE0uQr6peQGTN1Oxg58bPLZVhsaAcuWWorOLrWSICfe2qv7FSLnO89d+VigkOj+qthWomJ5nNwa4tMLss6UxtXkLSNMGhUeMD8R3lmiRfkWQTEI8IDo6YmwqvV+pqFmOlLzE24/H25TpHdtoc3G5zbHeYkCVag1of5JcCKfF8uHSrxv4dEfaNbhzcqjdUCeTKzSr3Jup88oU0jiMZm2owOhQmGn58dqNp0GgEJOIGe3bE+erpHNmUSVe7RUe7TbHskU3bZJMWy3mXnqbUoy/lCnENfgClssfJY1lsW+P0O4vsGE2QSVqMDMe4cq1APKoyhcVcnZ5O9RvmFhoYhkZfT4SJ6QamCS8+1UFXh60kG72AV08v8OBhha0DEbq7wgxtiXHjdonZ+TrVqouUcOqJttaUrh9IpP+nBaUjRBngDU2DWAxqNfgrfwX+9b/+k94zAIxaDq1WAFHBdBtIoTXHoFH42SBA5hSe2U+0IYSG5nv4uoYQOtKto9kRwpZOtbKINEKY0odqAbNRQKJhRW2Cep5df/AUPgE0ua3enjnb2g8NDV/6xKwYWzNbmV+8jCHBYJWrxPKrhL0iprexbmCZGmG/jC0DZKDhe2GwLAxdI2m7VKs1PCeCHlI3hxCCWNjAqQcUS1XqdZ1odLWOmo0Z+E6DUqVGwzEIhzZi30Omppq8rotTd6g7ELYfX5cWgB942KZPV/rx79PXNClDJvi+R8LWsPQPLoGstRURM9uQxMOwUAiI2KtlrbC18QZsT0AiDHN5hbza1rXq+KRUDeFHswtdEwx3aTSyqow1uShZKsOOXtlCUsmmg9SbIhjdGUE8LJldDpjPC5JRweOQ9Y/LZlZspE/1Hs5c93A9WuIfa61c9fn8WYfedo1Te5tqT70GlZpFW0odqLVTxh9kQSCxLZ2w7TOX8/E8kOb6Y9NwAv7ry8t0Zg12bQvhBZLBXjVc1ZYxHku3sGI37laYXXTZuyNOOKRz4nAKx/F589wyvV02ubzLQG+IY/vTJNZE54ah5mQEGoYueOmZToQmePWtOSana8wtOowOxzi4N0UqYVIsOvyHXx/jwqU8PR9SznnrYIxM2iKVsHj+VLuadVmzgDacgFffmKfuBnzfx7t56kQH1ZqHpgvOnF9karrGpz7aw+DA2oYXj4X4/nHt2w+lI2UMKWNPHzwIs7MQDsP3f/83tImgUSNo1AlqVbz5GQJHIQWCagVnfg5ndlLdkOUibiFPfewOvtPAzS3g5pao3b9FfW6axtQ49amHlK68x/KbXyJ3/i0ad27g5QuQX8SrlKnPz+KWCjjLS/jlEn69ipVfwCotEp0fI7I4TmjyNrGFh4y/+zbf+2N/DWN2DK1aIrw0QXh5CjORxV+aIrQ4QSQ/jagUCS1N8u6L/5kn+55Ea54mDY2oFuLJ5E7+4Nn/g49u+ygL1QUa1TLW8gTR2iJGaDV60hYfEi/PETY2XjxCQKhewK4tEm0srVv5Tb9G2MmjBRvREBFLI+SXkPWNrIxhw8UOSkhvc53UFYvZOiGtjrvJNtZaPKwTtTxqtQauuzky41FLxwRdaY1aw2Ny8fEY9xWTcj1nSTwEW9olNReWSh/8WVNX5aeOJHQkJflKQKNZMihU4cEc1N3Njr1oNYWzcehNqwwhkKpfUqrBzSn1F9QgWSIiqDkafW3Qkfz60V+lHnBlzKdQWY/AUUNxqtTVltQ3lMgm5j0u3/eI2BALrb4WtjWO7w7R37l5jOj7ktvjLven1p/7ck2yY8gimTDJJA1iEY17Ey5vXqhSb+LOdU3BmgMJvZ02zx5L4HqSaFiV8N48X6JSU9O+EzONDSIxmbTFQE+IpYLDm+fztDcHswxTY27JJRLW2bs9wdxinfevFVbnEVZOTdMLTs/WOftejp6uCD3dIYJA4rg+9YZPOmlx8WqRtpRFX48KPvIFl/nFBn3dYWp1n6++Mc/NeyVq9VU20WjEYN/uJL1dIU6fyzG/UCcZN/nYC108nKwxt6DEWeprPiM0RWz3rbBvvwh/rf3u70JHBzz11H/zR5yFGXL/5d/iVqsYoTDewhx6toPI7kPUr13EmRpDyADz4Emcy+9C4CM8B6ww0m0g/KZjkXIjEB1ACGoqnFedWa05ZCSUDqkEwoM9SMDLl5VOredjJmMMayaxwOOf/ct/w//4PR9GODW0dBvsL+K9+yZaaREMC6YeohkGOw8+Rey2TdAcxQgIOBEZ4rO9fxFj5yf5rmd+CoD6ldOYsw+ho0/tVqNGIDSM6Tvovoe144j6SYEPnguGiTs/iV2YIjAshBlGWwPKNhoVRKMAtRI+PnokqZxi4GNoEPEraA0Dr2xgxNKtz+lujahfw2xerV6jiqYZaOZqQ05KiVctEBE1rEfHcTceapJ2QN3xaDgOQeBjWYo8zQ8UhnqFSK1YqWPoOtGwRW9WsFAMcJxgdchGyg389FJKFosulqGRjCrOk1wlwNQFI92qsfnfUkeNhSSFqmS+KGmLKwdtGRANwSbVknUWttUE9syyutyKNehvg/akylZWzDQEuwZUhrCyPzVHzRM8OmMBMDYnuTcN6Zjc0FDWNcGOAR3XZ93vqzUktydUaeWlIza2pSCRjrcRtbTWag3J+RsNKrWArqyK/D1fMjnvcmvMpb/L4OlDq2W+SEiQimvoQtFHxCIan/6Quo6CQNFbv3u1yrF9EfxADbmNTTnkll3mcy5H965XQBvuD/F9H+1geq7BnfEqY5N1Ll0vkYzr7NoWUx02Q+Pl1xeI2Dp7dySacM9A3b7Na+S9K8uce2+Zv/oTw3zsxR7GHlY4/c4it++W+b5P9LJtKMozJ7MM9KoDev79HOcv5/mJHx4kEtbRNHj3wjLXbhT5rg91E23yAn3mk/1MzVQ5dyHH5740zfHDGY4cyPBdL3UzPlnmtz47yZGDaT72QlfrXAjxp5Fa4Vd+Bf78n//gAuEj1nj4gPrtG0jHIQhHwakjkRRe+yLklwiCACElwZ2ryMLy6gdrTRlAgSKG0YUKAdb6fLH6ulCtfQjUDSMD2drN6tgUSNBNQ5V8dEEjAC3byb/66Ame/8XP8tJQLwcHugi/8Gm8pWm82XGE0KEtiZibRnT2Ehnex8IrS7wU2clPmQf4P/0rLHkFcF2EU8edHUeWi+A6aG4dgY577yr+7H2M3acQVggRiiECH+/eZWQ0CeUc2BHk2HWEqWNt2YMWiaNb6gYK6lXEwiS6CJCNCtJ3kELHr1eQtSJ6to9wex9Bo0pQryCjKaRTRwiBGYkjqkXwGgSuhVtcBt/BjCQwEqsqSYZlEwk5ahDN9xCaat46VQVfs6KqCyoDn2jIJBIJoQmoVatomoau65RLJSzLIhwOrzs9AL4fkI0ZCG2VE6fW8KjVXZLxELomqDU8NAG6topm0YSgPaGr73ICynXZqs9/4DXnSubzkmREtgbYVDlIvS6lZLkisQ2IblKeqLnK0bclICUgYolW4xpUpF9tqMh+bcno/iyYBoz2bNynLZ0abYmAsC1wfdlahFdsqQS5kiQVFVjNhUXXoCOj09smWgydF267zC8HPHPAIhLa/D7UhJpfGN1i0N6cdi5WAm488LAtRSsSDWsth5+I6SRiOrWGgoVu7bcY3WLz3rUqri/ZOxJiuN8iHtEJhzS6200u3qjQcAOePBQn+wg99sPpBqfPFzh2IEY4pFOp+Zw8kuLeeIVrdyoUyy7bBiOcOJxRmgPNHpcmdALUefd8SXdHiGzaZGGxwf3xKl0dNkcPpDnzbo6vvjlHOGRweH+6hdDp7Q4xvxShXHG5eDVPwwkY3Rrjys0iUzN1RreqkqeuCzrbQ+TyDjPzdcanahzaJ9m+LU5b1uKtd5a4cbvIicNZMmmrFUv+qWradjUa8Prr8B//4zf0Oen7BA0XGUhkrQ6eg4ikYPoh0lHRu5QBLC0pXJ3Q1lHftQ7yZhoPK5G80FYdfNPZI0Cu3o1rtgWaYaHpkmBhhnbT4OdfOMpf+d1XeeUnvxf92ntIYULDQ+oB5HJorossFPHmp3jz6f8fXjmHPPsyz8ZGMA89hZweI5ifglqZYHmeIJFFsxPovSP4t88TlApolol+/OPIRgP3/hXk1B30XScRkST+2FUIPLT+PZgdA0jXaZU13PuXoFZE6xpET7YjPQf33iVEsg0RTSAMEyPRhnQboBsEtTL+9B2IpjA7ByGaAM/Fy01hGBZSDxP4buu4CiEwLRvTtAhkgLM8hxFLY4QiBJ6H9FxcJEY4jlMpEfgekVQWEBiGga4rh2JZFkYzKxFCkIyFcV2Her1GveFgGibhcEidMtFE6siAaq1BLGJTbXgYukYmvr7XsBIt65qGbWpft+lbcwKWSr7SIzBFSxi74anZAU1Tw2TFqpoDiG6iXpiKQMSS6NrmNfhSTS0I2fhqr0EIQV9WlZ4a7saGcSwk0IXGtYeStqSkXJN0pxXlhpSSniy0J7V1PD6WKdg7tP4H110QuloUHFdye8IjERX0testB25bggOj66GbqZjG0V02dyZcxmc8ZhdcBnsstnSbvH+rroa/DoTZvz1Eqjk4FoloNBqSxWWPaj1oleOEEOzfESUIVKbjepJy1SfWhGeOTzeYz7lcuVVl32iUoQElcn7zToWFnMOnPtxBpRrQ323T1RGi0fCxbV3xPUl1n05OVxmbqPKxF7uJRDTefm+ZaDjFgT0p3ji7yN0HdQ7tSbGUq9PXoyL8HSMJBnqj/KffGCNfdHj+yQ6O7E8zMhxvTdpWqx7jk1U8X3LjTpldo3FeeqaDhhNQKLrEY7pacDzZEk2R/CnE4X88l4NTp2Bo6Bv6nAwUzIoAAjxFe1ApE9RratxUaEihoVWrTR6NVWcvVtK75hIrWRO9awKJJHB90JtpdX216SWlVBFD4KOtNAsdX/Hlh3SsoR14758DXeOj/Z18oauNnztzg3/sBaALtHgCSmWE1LC6tuAX8pRe+yPkwzvofVvRku3KwTYcgkqFYPw2emc/gabDwhRkO5H1Mlp7P4HQ8cZvYgzuxrt/BX/qLkICmoYWS+GHouhdg2jRNN7N80jfRR/chbAjKlpPtSPCCfzb5xE9WxHhKHq2By2imr+yXsafeQC6AXYUTBsj1YHQlCBMUMkjokm0UBwpA6RTJ2jU0JoNWi8/B5qOmerANy380hJC+tjxFF61hFcro9sRrIj6vFpgfTRNw6kU0XSDcHh9nSLwPRq1ihqaCkXQDZUFmKZJOBLBMg1s28D3fYQQpOP2Br4Szw9ASnRdo1R1MHQN2/xg6I1CZ0m6kjqxJpLE8WAu75OOCRJhVSfvzT6eQkHNM0gqDnSnJPYjrJudKdUgNh5ZfCK2YGJJcfP0t9FshK6+blsKXWSbUF7TLpldlszloT2poI+blYRW7NgOA9HEqVddyeRiQG1aEgSCgU5tUzQWqIWuLaWc6un368wtBWxpZiI7hyxVDW0Sy63YzqEQ9ybqvHymRCwsGOyxAZ+wrdhnV26r2w9qXLxRob/L5uTBGEf2xNg2EOLG3WqzDyK5P15leqHB4T1x+rrDvPzaAjPzdQ7ugbPvLXP8YArfbwZtUtDRFuLw/jRb+iLcvlcit9xgOe8yNlFlx0iCIwd0CkWPcxeWuXy9yOhwnG3DMUIhnSP700QiOvt3pwDoWIM8W1x2ePfiMrl8g/27E3zqo70kYiZXrhe4crNAPKKzZ3uC7SPxVuYhEUj5pwyH/7GlJfjZn/2GPydlgFttgB8gDAPpeohCCWGGCZZzqlwDCEtDOmud/TdwcFdyrkfMxwMBwUqUJpXouRQuXm4J3/MQvkBoGv/4u57nI//2N3ihI84zI4NcufuQuKkx2N6P57r4TkOJM1k2fiGHh8Ts7Ac/IGjUEZqBbkcAgdRNSHXgjd3C2nsCrZTHG7uJiMSRpWVEvFlnr5Whewhjy278yTv4S3NoVggt1Qaajp9fAKcBpo2QAX5xGa1bYg7tg8BH+h74nspoIgmoFPCW76NFk4imM9cTWbRIAi2kHLK3MIGfm8XTdOz+7WihKHoiqyhgdQMzmsL1FlYj8UgcPRRB01cvTa9Rpz4/gR5NsCpEsN7Ky0uAJJpuR9d1pJSYlom+ZjvR5rSXEAJdqBqu43qYhtHU2W0QBAGpeLg51r96kh3Xp1h1SUbXyxBGQorPfu31YxqQiWmELRWN5soBqaiGaQoCKTfQNoCChq5MKWdikswajqG1KKS1ZhqwpV39nSsojP+2blpZiSYEbQlBoQJbOtSMAagSlSZgcgE0IenOPP7a1zRFZ5GIqNr7U3tN7s943J8JSMQEmbiiub4+7rK9Xyf5CK9PIqKRTalsYIVrKNvU7W04SrCmu02np91oLhIG6YROLKLjepJ3r1UZGbDZNrCaiXW1m3QvmDTcgEAqioZIWEfXBWfeU2Loe3dE6O8JMzwQ5b3LBQIpyReVzm1Xu00kYqCL5lSLJomEdUaHVQlm65YoXR0hZhcbzC01eOnpDjrbQxRLLtOzdRXRF1y2DcfQm8yYj7PerjAD/WHuPChx4kiWdLIp+hPRMU04ezHH/t0p9u5MtT4jCEB+a9gyvz0dvhAnOzTtG0bngIq4kIqlTOqmCrcCidU/TH1xVbtTajbIWstvryI1ZLP5KpsRYDPk15vv8SXC0JDeByggNIEKmqETSB/ZaBDcvIZmWeB5CB2SlSL/7On9/K1XznPm0z/MH331X6EDf2vrKMHUGCKeJP7cJwmKOarvvI57+xKO52O0dSAicYxte5D1Ku78HHo6jWZHcF2X+oU3EbaNruno6U5EOIbmNMB18O6+j/R9yHTi3b8K2U7MPSfRw1GCShE5O4Zm2IhoElkpoQ1sx0h3qbH1yVsIK4x0HfxSDi2WQuscRPddRDjKCh+yMCyE0ZSQq5XxCnMEbh0tvOqs1UKlavTu0iSaFcEIx5unXiD09ZelV14m8BoYAuxkpvV84HsgJZphNpFBAZqmtbYTDq/Hez968ziOS61Wxw7ZeJ5H2FZRv6ZppB8p9SCaV4OU1BseXiCJhoxWmWqtaUKRv4Gq77u+GvuvO7BQ8ulI6Bui6nhYI2pL8lU1zQxNEfOiJBFepcF+1FaceNiCZQFjcyqqX3H6UsLkknLyK+/NJjQycUm5rhaZWkMStjd3LLUG3J2SDHRCX5uqxbendUJWQKLJ1ur7kgczqtl9cGS9wzd0ODiq6tKPKo4FgaRUDZi67rJ90GLnkE0ybnDqUIzzV6vcn2ow0GWSSepculmjPaPT02GRiBqcOpLYoBR1836VQtnDdXwaTpiPPNNGKqHz1rvLlKs+zz6RplzxOHZQ1eF1XeHfHl2A9ebU7bWbBQ7vz9CeVddCIm4yPVtTxGtIPC/YdIbhURufqOEHkp7u1X5TqewxM98gGTc5cfjRBUP7lmnafvvBMpX9yNdSKYhvrs7zQSalJPBcgkAS1GoqoE8kqb5/nsCXBH5AIIR6zfORvo8M1vwNJIEMkEFAIBVHTSADAk89ZCBbfzc85Ar9bKCm95oAnjWrymoJyPN5ur+Ll/bv5Kf/w39mMJ1grFgB11F3aTyFt7yIX6/j1ysIwOwdQqTaVZ9iYQbnxgXQBJoZAg20WBK5PAduA/PYi0gk/tQD3GtnIfDRuofx5yaQcxNgWuA6yOU5dcx8D9HRj7H3SbRMN3JhQvUI5scJpu8hpSCoVyGRUaimehlhhTD6tmN0bQXPxV+cRLpO6zz4ixPQqGO09WFv2YXWbAxLp4G3MKmctOvgl/PIIGgef9U8kUGAVy0ifQ/dDhNu78NOdaxzsG4pT6OYU9F8OIxhrXfSnuPgNmqt8+L7LqViAddR+2hZJrFYBF3TkBIMXceyVvsCax25ZWhEwwbFSoNK3aPubGzyPArxbD5L1FIYe01TZHCPK+1omiAT07BNwXI5YHJJUqmrmOXrWSIMUQseFUoSArZ2wUD76nNBIJkvqNfG5mF84fHbjYZg54BoZiCSQEom5qHmaK1+Qzwq2L/VIJtY704W8j7nbzqcu+bQ2ASpGw5pPH0wxMiARTwqmJxzKVZ8OjMGo0M2i8s+4bBONKyxmHcplHwu3ary5TMFTl8sb9je/h1RPvJUBs3QePtCkdfOLrO07PFdL2Q5tDvO5RtF/uiV+ZaIue+rsC4IlNTixHQNzwuwbZ3do3Fyyx6e51Ot+bx3abkprSiJx9SUueupg71ccBifrG5KdqbrgpHhCOWKx4Px1X3etT2BIQSLOWcT6PBq7+Kbbd+eEb6UP/kPjhz5Sx/77/iokAF4AT4STWqqQVuqq5q+DNSxDAT4nro7tGaNHlTjVRXvVS9Xrjy/tgkrWmWhjfutNiKbd51mSKQGIgARiRHUK2iGgQh8Xp2c4kKpzl/eMcgPffZrDBzczdhyiWBpAa2jGxFLUP7y7xM0aghdx9pzDBGJ41w/r/D+jofQLYxYComGt7yEP3Uf0T2ENbwDLZ6h8c5X8MZuorX1IA1T5SqGCVYY84mPwfIc0nXxZ8dwr51FhONYT3wYPZGB7UfxZ8eQjQYilkAEHlJqBJ6D6BzEyHZD4OFP30Nku9DsCLK0jDRD6j3RJHgeRtcweqZ73cUrA19F/YGPnu5CNmogBN7SNABmWx/Sc/CLOUgIzFiKwKkjPQevXgMCzHgGPRxDb/ZZwvF0q+eyYp5Tw/c8DNNGApViCc91CDWHyVa0iEE5f8d1qdY8opHwprVpXdMwdJ1I2EDXtA03ZKHi4fuSTGKVOdJxVWM11qyvhwwVuZtfh++82XJhIL3ayK27Cv6ZjW2ki2i4UKhBJsqGRvOjnEaOBzM5xR003KXKRX4gabjrJ35BOZ1Awq2JgF1bBMkoRGy5LkPRhGDHwEZXkitKSjWF/AnbihTv1rhHIgrdbQZ6UyBk17DF1LzHpTsNtnQZWKbg4bTH7m0hutsMbEvjmSNxPD/g9IUKYUujv8tcd44eTtd451KJvdtj7NwW4c6DGgM9FvcmqghgbtEhHjU4fii92hzVVgK3gIeTFf7L70/ywql2Th1vIxLRSSZNqrWApWWHBw+r9HSF6e0Oc+xQmunZBpPTVTxPMrfQYDHXYHY+guP6jA7HSaesFmPm7u1JtvQts1xweflrs2SSFnt3JejtjeJ4ktPnFiiXPXZtV3BR2Qw4//SUdP4Y5gcKlicDSWDbSKeGXJjD6B4geHBPvclrtPDbeIFyFJqGXMsh3KzmCLEmQA+kgmEagsCRqzjAlUYv6xGkQl+VKpNCh4arCKakZE93Fy/P3+Hj/+WLfPLgbv7j2YsEngehCFpbF/7UGL5hoJkm5tB2pOPgXD2P1juADECrFNDS7ZBqI3LoFLXx2/i5BUSjAdv3489PIjUDc+9JZDSO//A2QblA6NCz+ItTaK4DiTbV0I0n1diBU4NGAxk2EJE4IpFFi2dA+gS5eUTfNuSNdyCaQHQPEXgupLuQnktgqrq+tziF0DU03UDYYbRIcmPJIxRBi8RVz8AwkdUCMp5BC69mdL7nIqwQWiiisPvFJbUKm1brZjDsVcjLSsMYwKlVEJqOFYnjuw2qpTx2JIZp29jhCOYjmYDjOFRrdUzDVA3/tSd0jZmGRmpNqScIJPmyQ9jWCdsGhrbaBpZSUmsE2JZQr+kK+leqBUi0DU74UcvENNJRhfap1dT0b60hKVYVS8ajDVzbVGifXEVxEoU/YPshS7C9V2KZtAavZpYDphdhR7+SalxL9RyPwHC3oFjxuT4eYOjahu/fzLb16gx2r5avXE+yXAq4M+6RSXo8dVCVOOoNyfUHDu1pnZEBi3zRp1j2qdeNlt6vYQgMQ+fpo3E1qPXIPMXVOzXGJ+sIAR9/LstwfxjL0vjtP5xleqHO3tE4B3bH6ciunj8hV+5PjbasTSJm8P7VAru2JyhXfHaPxsgVXMUNNBzl8vUCB/YkOX4oy/WbRTQhuHQtz67RGIu5BlPTNUxT49U3FziwJ8nOUQUvFkLwmU/1cv12ifGJCrfulklnTA7sTrJnR5w/+vIMn3t5hsGBKLGoAUJD+1NW0vnvNwmBJ/E9n8D18D0fqRkYHd34nr/68NUq6rs+gRvgu55KWZulm8ANCPwA3wsIPL/1WCnpNPFcTVjPyr/Vn8CTBJ7Ea7h4jocnDLxCXm234eA2GqTbuvj5Z47ySy8c4V6hTCCh0HBZqLlETz5H4Dp4tQZ+uYi1dZdq3gYBztQk7uIcpNoQ0ThWp6KQlAsz+JqBXyioKVjdQM90Ijp6cc+8jF+vEzrxUfSOXvRYmkAIGlfexi8VwIog0p3o7X1qcaoU8B9cJViawb35DhgWWu9W9FgarX8U0TmoyhfT9/BnHuBP3CbITSNMCy0cQ+8dQZbz4Htoj6BpAPxKgaCwROA7KqvyPZABejSJHk0ifQ9v4SF+ZRkhm83cZJv6fiuEmcg+NvIJfJ/a0jz1wpKK4HUDKSVOrYIuBHZoIy5Sa0bu4bBNIh5tRf0r5rgehVIN31+f2jlegLvmuVjEIBkzm4NhkK/41BpBKxo3dEFn2iCxhhem4Uocb/ObWwhBviJZLKlAJhVV1NIhU7BcVkI1KzrAQigkT0diY4QPivxtamn1/7a1HjWUigi6M1CqSi4/kOuUxyxD0JEWPFyA+bxgtE9jpK+JSHIltx76lKqShiOp1Fc/p+vrhXdMQ3B8t0XdC7h4u0GpqXaFkOzdZrFnq43dVHObWfK4P9Xg/mSDcjVYt41Hsy8hBCcOxEkmTK7fqVIs+4RDCh11YHccLYA7DyoUio/WxtR2hAbppMVnPtXHvl1JKlWX3/2jaSzb4Hs/2kM2bTE5U+fStTxfO72A70sOH0gztCXKC0930NURplh22Toc5aVnOxjZGqWna3Ua98uvzTH2sMp77+cZ2hLjicMZikWX0+8skYybDA9Eac+aRMJNfQUEUvtThtL57zXpB8rJ+wESB+kGoOmU3jmHdAN1ijVB8Oio/koT9tFjLEGu3J8rtba143mtTGA1FZAr73OasE2/iNAEgaah2yb4AV5uEZCMpNP89o/+JF/43Of46d/5Q66WZvne//oi/zn6aYYaOka6A83zqN66jHQ89N52xFQRPdUOtTLe4jxmRx/2v/p3RM6+g6jW4Bc/i/MX/xw89wyGpqs6fywJvktQLqIP7sC/fBo/P48eS6Kn2zG6Bghy87gPriGiCbT2PqhV8W6fJ1hewOjoASHQ4pnVWmUkDoVFZKVIYIcxOgcRmW6CWlnBVFOKRE42F0XRbOzKRpWgtAihBHpbP1qoCfcMfISmg9Aw4hmEFUY0cfeaaeOWlnAWJrHaBtAS6da2pe8h9GYDVdOwkyl0Q2UCXr1GOJqgUSsT+JsNV4BhGMSaaX4QBFQqNWzbwmwqhUspVYCwBpolpaRcczE0FcF7vnqPZWot3H82YWwovawdgJJSMl9QNMnxsKDmQDYu1jUR2+ICP7pa1lkRLxesOmzXh0JFaQJ0JDcfEG+4q5mq60luTytcf1cTwBW2BWFbqYUloxsziLllFfk/s1+Qagq4B1LScCW5YkA0LBmflUgZcGK3tUHvoHWsdcFov0Us5BGyBQ0n4CtvV+luN+luUxDNZEzj1P4IC8se1+7UCbZKBrpXSySbWchekR3VKJY8EjGDkK3RnjEJhzWWix6Woer1KwuGJhRjTdDM7O/cL3P6nSU623s5tC/Fvp1xzpxfwjA1CGD/7hRbh6Itx+z7AV97awFNg2jYIB41mJyq8srr80RCBsmEqaiiRxKkkwbTs3XCtsZX35rn2ZNtPHOyjXTS4v54hYWlOq6r+gcIiZDfGrbM/0dG+HNzc/iPuXkBAm8lclf1OYlOUGsg3QDPXYnUm/92fXzXx/clvt/8t+fjuSuZgMoAAq8Z7TsSv+bj1wL8ekBQl/j1AK/m4zcC/EaADJrzAO5KZiDxnYBAU44h8CXe8jJyOU/40EmiR57khOby5mc+zH/sv8FYkOMfuF8h+4N/iba/+Lfw6zX8yUmCSpHYvicgFEMLx/AbdRpjt3H+L/bOOkzS8kr7v1fKtatdp23cGRdG0JAEiMAwECw4gUDYZCO7yW42G1kiRLAIQQIRmMEhhDCMu2tPu1a7VnV5vfL98VZXd0/3kOwm+Ta7157rmmu6ql6X85znPve5T2sTepaPyKPfZfDRrxO56mIs//QNtLo6xOwCHB+6ATm/mPB7L5GoOoweCZHsaALJgmnaQsRUQZU21IMeDoKuo0eGwebAdMHFYHOgNJ1B6/WjNJ0ieXIXalsNgjsTacpMpMJKpOxiQxYCAxoSNAXRakQ5ak8bydqDaPGowaf3ZiN5spHtbkSLDdFiReluRk1h+IIoYvLlIzu94+6raLIhWpxGwnnkXifjxAe70RKx9HdCqphO01SUZAxNVbC5vFjGiL1NZrquE45EDBmHMfUZFrOJDI8dWRr1goIg4HGY8TjN6LpO92CMrsEYYycBFtPkcs5jt5HtFvE5RRKKUcQ1GNIIRdV05C5LE9tTgqGoWZpjDCzRuEHLjCWhJwAN3XDOZISyXCjPHdmvgeuPrSCOJ3XOtmkkVKgsEDFP0r3LagGnddTZn2xQ6RzQWTRdxmISGAppRgvF8zj7eEKno1fB6xK5YpUdkyyiqEZiOqmMnxl43RI9Qwq52SaGggZ2r5ybkR5jNqvI4rlOvC6ZgyeCnK4JA5DlszCtwklWhom3t/Zw+ORQeh1FFVLF8yLxhEZtQwhVAa/bxNwZbiJRlabWKKqiI4jgyzARDitprZyBFE/fbpNYtsjH0ZND9A8l8HjMyKnrZzKJeN0y/YMJRFHAapHI9Fpw2WVq6oIcOjZAbo6VnCzbaBW1BvrfqPLqf2SE/0//9E8UFhbyjW98Y8Jvmg5DWPhD4SIESeKytv1kmq1gsaFG46DpqIqAaLdBLPLB+dexn0Q9DdeM5+HrE9dKjUWSJCKkwi1BFNGSSUSrBU1XEVTQ0TDn5BI+tJfZU15HHRl+BdiuN2F/cS4SIm2530FTFGSrAzQdyeNDi0XQhocR7Q4iZw6ir1qI++IPk3j9OWIl2dhLSrCqFkRRRHO4UU4fRotFDfjEbDEequF+1L5OJG8WoisDU+X8dLWw2nQGQUmih4bQhnoQvNlo/Z0IFgeiR0IPBVCbzyCIEmJ2MYJsQkhBIaI7C93hNQqzwAhFFRV1qBd9sAO5YBpywdR0wkMXZXRRMmYGStKoXk7GESz2c5K9CoIspattAUTJZAwcsglNVVETUTQliaKqiIk4VqcXUf7TbQRH/sXicdCEcfuAyRkTI3x8XdexmERsZglR0OkPJhFFgQznn9ZLHtGoMWiTIp2DEIhoCIJOQcYHF0WNmNNmOHNrioVskgz2TYbDwPLPhW9kSTCa1IwxTYPWXoPLv3zGaK2AquqIIuT7RPJHGbGoqk5Hv0aWW8BcZEg5zy6TKco+fwx5oj5Ba5dKllcgP1MiHDMatVy+wo7tHNkGi1knEFCpbY6zZLYNt1OctBZhrNU2R6hribB2sZfSIgOrj8ZUZlY6mFnp4PFnmzl2WmDxPG+qK5qYQmKNnMWKJZk47RJOp8xjj9aSm21h48eKcLlkDhwZoLktQlV1gBs+UcLUChdZPgs3XlNMps9CMqmR6TUztczFvFnetDTFYCDBC5tbyc0yk59rpyDXxpzrPBw5OcA7W7tZszyLj16ax3BIxWweeeZSMPHfwP5HOvxvfetbLFiwgI985CMsW7Zs/I+qxgvF69hRuAiAvb5pKJKZSmsPPSVWZF3njrNvUigoaTbNWBv5RsAg4xi+3ajcTf+TmVx6YcRSo4guArqQrugVBMnYp64jyCbUZILw2TPIbhdvtVzEPxec5Li5D00wcLwlrpl8L7oKJRBAdHvAaidRdwasdpItDehqElN2Pugqal8P0aO7DWgjmkRobEKdUoTa10WyqQbF34BcPgfzzEUIqWQw3iz0oT7ih7djmjoHU9lsg70kiuD0otQeQ3B6QNMQzVakvFKQTUYkryZJNlehdrciBHqRckoQHaNJKm2gy5CCLqhEzi5GtXsM6qaqoilJ5DFcez3YZ0AUmfkgyajD/ah9fqTsUmSXN72cZLEbBVupCF9XFdR4FNnmNDTNYxGSoQAWT5YR3cciiJI0qbPWdZ14NGL8JkrEYlGcThdul4tkQpnAzVZVzSjHmKTlliAIZHkMB5NQNAZDSaP7l11KywCfb8DRdZ3eoIZZFvA6RAoydBKKSChudPCazBKKTtcQZLkMVo0ojCZpMxxGEVdrL4TiBge/OAsyzjO5GRGVs1kEFpbrKNooqhlP6pxp1sn3QX6m8W1fQDNUQu1G/+KMVJ69zm+8EKV54w86qegMDWtkuEVKciVyfSLZHpFgRONodYK5lWYKs0efhfq2BIqi0+CPk+mTsJhErBaB4jzzuGs4FFRQtdEiLoCZFTb2HQ3SO5jEahHp6I7T1ROjpSPGpaszmT3NhaaOOFMBXVdBMB53URSYWeniwNEBwmGFzAwzggC52Ra6e2NkZVpoaA6RmWkhK5X4lSSBnCwLdY0hEkmN7r44iqrT1BqmqTXERatykESBOTPclBQ5qKoN4u+IcPjEIA67TPkUB4vmZ1DbGOLoySE+dkWB0Y3LmHb8Tex/pMPPy8vjscce4+abb+bYsWPY7WMKbHQ4mDMr/bHDacxje2wZ6e++sPxeXIkIjmSEQZsHQddY2FOLPRGly5XNzWfeoiA6kKZojhVNQwPGwP9iSjtlcqdirCjYnUaIFYugKyBYLNhnzyd64jDxurPENZ3KKdNwOzvQkn2IGmiCjqWnn4JIFMuKMqRpM7HPXUT42D6ie95H9Phwr7wIpb0ZqXwmpkIrWiSMec4yrPfcT/KSNSh2M8ltbyAXVyB4M9GH+o3CKEFELihFCw2DJCGYTAiZBSgdTSRba5CKKtBa64xGLcXTDc+TjIPdNXqekoSUX4Y20IkeHEAomzP+5CUJXTMZeD0YMg2Z+ZimLx2N/NPLmowKXLs7hcPL6Agog51INnu6kEuQZCTbqOdSEzGSwwPogBoNI9mcWLxZiLIZSRAwWccXXp1r8ZhB27Q73ZhSswCL2YzFPLGlXzAURRAFvC6DNaQzsWAHDIw+32fGLEvEEjpDYYVMt+kDI3UjaasDIvGkTjRhYPeTbR+MWWxCmQjbgCGK1heCsmyDbmk1Ta7fM2I9AePf9EKdHO/4wUwUjBqUkdoRVdNp6tKxWWBOqcicMbo7M6ZI46QqQlGdYFhDEnVO1CtcMM1MXqZx3+vaEjR1qEyfYkrr64Nxnbv7FQQBcjJklsyyYbeJHDkTob41wZrFzjR7aNfhIB09SW68MgtHqrq3vNjOxy7Nwu2SaWiNsvPQILMqHCye68ZmNXSDTjaGOFsXYvZ0N5pmYNojuZlQWGHrnl6cdpmNHytCEAV6++K8+IYfq0XmwmVZFOZZ8XrMxOMq8YSh9/PaOx2UlzpYMMcDAlTXBqmqHaYw18aCuRl89LICdF0nM8NMVW2QPQf7+fAludy8YQqSKPDejm7O1AS5fP2YadckBX1/Dfsf6fABrrnmGl577TW+9KUv8eiY5ig6AkJSgXNn05o22hBVkhm2uRm2jfam21e0MP33l9Y8mN4auqGuKQgCZiXBfUdeZF5vQzr7oY0IpU1yjKKqo6OjOz2IgT40TTc4+YU5WEvLiRw5gJrQkLQE9nkXMBw9yLquMm5pz+WZzCb6hShaOErGh6/B5PECEDq2HyJhdG8WlpnzCR/ciSmZxHvNrUgON8Ktt6Ja7YQ3XoUcHERPJpCy8lDbG1F72tHiESQyME+dj64oCBarwfIJDhI9uQ89HACbEyl/ClJeKZLNQfzYDoiFEbMLESTZgIVECcmVYfD126pBlNFCQ+j9nYgF5UiZBWjhIGrLWYTcKeDORLC70eNhECQE+ygFU3JlAKkkrKqiBftS0gyphKw8Rl5ZSaBGQwajx2pHi0VQQ0NgMiNKMpJpDG1SSRp0TXFiqCwIAla7g2g4TCwaxuHyTGDnjF3WYpbSOurReJJYPInHZZsQ8QuCgCOta6zhsIoTErcTTDf64oKBw0cSOhm6kI7ykooBq4zkA6wmgZIsne6A4azcY9ouWkxGAZYspdQvPR+8694ABEKTB5RJVUDRROIJnb6AhtshMGvK5NCK2z7+y45ehTq/ytJZJi6YZibDNbqH2tYktW0Ki2easZiENH1VFASWzrGltXvAGASGwyqn62NUlJgpLbDQ1ZfA65GoaYxx5EyINUuNkxRFgaXz3QSGFQaGEmiKTlVDhPUrfARDCrOmu9h1aJCm9iizp7uRJDFVqCbQ4g/zh63dOGwS82a6MckiJ6oCtLVHycowUzHFyezpbhJJjVPVQXp6YwRDCpdcmE1+npWBgQRul4nu3jhJVefy9blMKR5lqFXXBTlTHSQcVVk0P4NF830kkhpvvdtJLK6yeJ43LQanCyM4/v/x8MfZo48+yvz587nqqqu49NJLARA0HWWMtvs4R//n2rjlpTSiFpNM/GD5reMWrehr4Z3nHuL9isV0ZmdSEWhPs3k0RUXQBNRQGJIaJFV0SUAJDpMcDqY05hU0VSdc18COm35Nz8u/ITZ8iBWWy2CwH90mEKuvQS8tR+nrNv4WZeSsXOKN1eiSjFxYQqyhGtu3v4cUCBH9l8+jtTUgub2IFbNItjWimazgcBM/sR9x8RqkjGzUYCd6XydSQSk6AlJeMWq3gD7UhxaLGMVVNocRrZutEI+ixCPoPX7EjFyknCJEbzai3WUkx2PD6GObpoiSgcUnopgr5htsF3+N4cQLp6WhGXWg0xhAvDkGo8ibiyibjdnHObMBLRlHjQQRzDYkiw3RajeqhHVtnKa/rqnEggOIsgnZYkcymdM5hhGzWG3IJjOKkkSSxzByFAUppa8zYoqioab4/5IoYpLHR7RgiK/FEip2i6ELE40bDVFcNs5rgiDgdYxSDX1O47M0JqpuH9CxmyHHO3Z/RqGUck4rPJfNmEx2DUGuZyLb5lxz2Q04SBShsVvHYYbcDGObNjPMLDYoptV+qMjTyfEa2jyCoH/grCXTK9HYqRKN69gtRqN5o3k8lBWY0DUBu1UgENJ4/1AYq0lg1XwbHtfE3EnlFCtJFXwemVhc41iVIbNwxRoPdruMpumcqAnjckhUltiobojQO5Dg8jWZ6EBXb5znX+5g6QInqxb7mFWZYoXpI+JpGk2tEfwdMTZcXcTs6S4OHx/k2JlBVi7KxGqVOFUVYFql8X1dU4jF8z2UFLoIDifRNbBYROIJlekVToryrGR4R4OU9s4ov3utDbtN5rqri8jPtWEyCTz/UjOt7VE+/uECFs3PSAccki4gCB8g3fIX2P9oh5+RkcEvf/lLbrvtNk6ePInX6+Xbzz0DRWM0eP6zzv5P2Tnb+9dtT3O8YBoxk5VvrLxzpETXoDBqSUqHe/hM1WsU60Y5P5qOMDjI4B//iGSxIGblwlA/scZaWr7zr4bWjtuDfdZ8iEWIVJ+m98XncMxfSKz6FFoyiVxchmSxImdk47n84yh9PUgPPojW2Yvy7rskj+wEhxvRbCPhb8I2dwkaAvGqI6h9XaihgOHwu1pJ1J9GaK5GstqQiyuRi6ehhQJo/e1gNjyVaHejaypqVzNaJIxgtaHLJpTmKgSnFzEjF7XxBILViVQ6Z9RRmi0IdreRjE1RJ0VfPmpnI9pwP5Iv34BHElEQZfR4FKXPj5RZgHBOcRRgKGdaHJgyZJRAP7rdiezwGvh9OIAajxqwj8UGgojJ7gJNJREcwOLxIZnPw8EfUzWrKgqh4WHsDgfmVBN3VVURBR2r3ZqK9mUsk4jkJ5Iq4aiCxWSIhQmCDpqK8ZpN7hyHIyqhmEa2Z1TSYeyEQBQMuuW5uwtEjAjeMwlqFU9CKGbAOTqQ6RxfEDjWpmSPDizxhJHw1XWd1l7DUWd7RDQNZhUbyeFYAqpbNXxuI5Hrsk++YZ9LYPlsM1YTHK5JYrdBYaaE2yExq8zMjFIToiAgCjpZXonWzgSbtgRZPtfGnMrx92l6qSGeNhL1L53nwGoR031u+4eSvPT7XnKzTHzuliJmT3MQCluJxVXysi30DsQZDCSJxODaj+ant6ulKux1DQpyreTlWohEjGppm13GapIIDisoqoa/M8ZQIAGCwMLZHhYvyMTfGeV0dYDKcifdPTE6umPk59jwd8WQZQGnYzRo8LgsWCwCsbhOdUOIKYV2YnGdGdNcaDps39vH+lXZRg1HKsL8P0hnErv00kv52Mc+xmc/+1mef/55nn37LfJvuAR8+ecseQ7o8l+J/M+xK6t2ELQ4OFo4gymDnROwaU200JhRzBeWfwZ7PIJukqkYaqPFU8j1rVs5nD2bz+YPU5Q7RKSuGn04gCCKSOZMZIcLz6UfIdbhRzeZiVSdQe3tAk8Gkqoj+3KwTp1JYMubKGdO491/HF2WYcEizJoGgkD0wXtQ589AsNqxZOcjWm1E928lemwPotWBqXw2Slcb2tAAqteHevogkjsDuaAM0WJHSEW9cpmRE9ETUZTqY9DRgODwIKhq+joKGXlGsVUyDinHKiRi6IE+o5o2GUMbDCI4PEgFFQim0V656LqhyS+kxNcmuS+6rqH2tqHLZkNtUxQRUriaZLahJ+KowwMIshnJYjN09612dE1DlE3jum6NPgIq0cAgqpLE7vEhmy1IsoTd4UA2mVAVJdWbVkNRlLQkw/nMZpExyQZjRdV0koqa0mKanP8cS6gEImoqqTv5NkdmAOeaSYRoAvqGdXLPaXmY4TSapbf2wWDY0Nn5U01cJFFgepHhADXd4PX3BgyqaEm2iNc5spzO9GKR5i6N4w0q88vFtArmhONOKX7OqzAkCvaeSjCrzMT0ElM6P2E2CaxZaKe9WOKXrwTZdTwyweEbdQ2jn8cmagE8LhlRgL4BBVXTcdolIlGVwyeHWTIfMj0yRfkWvK7xOK8kpjInkkhejpWCPBv7jvTT1hlh2QWZLF3oo6snRmA4SfkUO/GExrKFXjwp6YxkQmUwoNLblyA724Km6rS2RzhTHaC2Pkh+ro2VSzIpzLdx68YSTlUFGRiK8+62bj5ySR4bPlaE12Xi+c2tVDcPc3x4kFvXlBFU4xyIDdLQM0xlrpu/pv2Pd/gADz/8MAsXLmTz5s2U5hcwGOpDPNfhn4vj/oXO3hmP8NDuX3PDxm+z8eS7H7ywJBFJYdans6cB8PPyj4Aocn9M42vman6VXYYmiBRF+2lz5uLoK+JbYQ1ZlGjoj/AL2yLuNicoFXWkzBycqy8h2dtDrK0FLR6i95c/RsrKgngMNRJB6WrBMnM+7tWXI2VkoSXixKuOovR1Icgiia42rNPnIWXnw1A/ieYaJF8eJosNKbcYoah8FPtOicsla0+gNpxCdPsQnRnoVjuCzYnacBJdNkF0GD0eRRiJpC12pIp5IFsQRBkt2IsS7EPUVOSSmenLowsiWqAT0e5Czp1ynosogMmKHgmgJuPIOcZyWjJu0GWjw4gWO5LTwHOVcBAkEdnqnDSyBwwpDU1DECWUeMyAfQQxHdmHwiE0VcPpdo9rvqJpOslkErN5PN1TEEYlCeLxJImkitthQU6B3rGESiSu4nGYjEYpGFh1pkv+QL4+QCSukVTAbRfQdfA4BMKJ81XoGsnbUNQYGCZL7k5mI044mdRHmrkRihpQ1cg5qJqRZC7JgTOt0NKrM3diMfU4cztEEHRMskA4ouHvUSjIlsYlpfMyzPjcEr2DGm3dCYpz/4T2xBiTJYHSYit1jTH2HQ2wdL6bzAwTa5d5yfCYGAwmaPZHcbtkVi0ZJW+MKLzquobbZeLKS/PYsqubM9UhwuEeVi7JZOE8L0dODNLWHuWVtzu58vI85qckjqeWuygutHPyTACP28TJqgBWs8iH1udxti6ICOzY20dBnoWGjhAvHfLz6TWlLF7go6E9zG+PtfGVa2awYlEG29t7eHWHH4ddZl94gG4tzj+9epqX7ln5Z1+HP+ta/VW39t9ga9asYf369fzsZz9j48aNzC8ppXugE2vJXGOBkUj+rxDRj7XP73qel+ZdRpc767+2gdSxhDWRr0SmozsNZ1LtKDJ+71O44+Va5krz2OrOIyGaiNg9OLUYX3CbcZ45RvP+fbyrFXB1kRszSeL11Ui5+dimzSBhsWCdOhdteIhkbyfJplqj0Yk3Cy0yTOL0IUSzFbmoAjG/BD08jJRXhGn2UpSWGsSsfPR4DNGdgeavN5Kj8Sii1Y5pxiIESURtqkF1ZiAk4wieLOSCchiT1wuzPwABAABJREFUNBVEEdFqR/XXozi8YHFCsA89FmLsjEtQFARRBst4sFsNDaEDksPQ45EzclHN1hRMkppxDHQieXIw+fJB11GGB5EcXtRYyNim9fzFVqIkY/X6iA4PEY9FsThc47APm91hVAyfK7WQSDAQCOG0W3G7Jvd2VrOMJImYx8jnappOUtGJxlV03Wh3mOWW/nRSF6PjVVwBSdLpDUKeV6Ag4/xMDkEwovwcz2hv3FAUeoOQ5TGatZ/PNN2o3i3JNiClk01QlqfhdQgMR6C+A2aWiCyomFynf6zVtBmtJCsLJVbNs9DWrdDYrpKTIaVbK44c75R8E/2BKLXN8f+Uw08qGsW5Zrp64pxtiDGr0oHTIRFLaGiaTjisIssimRnjt6loo0WSAN19cRqao2R4TWRnGZW9ibhKiz9Ca1uELJ+JKUXjn1GrRWIomKSzJ0oomeTFE3380/RZrFicSTyh8f6uHgLDEk/tbOZwcIChvQmeum0J33mlilfr2snbY+WyslwEE9y6ZArXLi7mF39sSB3fX5+L/z+y0nasPf/88zQ0NHDDDTewePFiqltbUAc6Rhf4a2P4wKzuRlY1n+CXS67+81fSzh9m6elIekxDFk2jXTHxB4pJiMab0atKHNCzuemsh71xJ/82VMYToWK+1lNAfO5KTBnZtEUE7nmvn+7yJQyE4jzxh9NU7dzDLw51MpxZgm3pWsxl07HMW4bkyyJ2ZCfRne9gnrcC64LVRjQfHkYLDBDf9w6xfe8iZBUgF5RhnbsS04xFiG6f0QWrZIZRfdtSa/D/zdZJHJCAFg2i1h5GD/ZhKpmBPHsVgnn0xRF9ucjF05Dso9NXPR5F8degdregBAdQgn2A4fwll8+gb5osCM4MtOgwWnTY0OVREqCrmL25mDznb0wBkIiGiIeCgIAsmyYA3ZIkpdsojjujlJzy2Grcc00UBSym8TUAdqtMttdMUoFQTCUSU+keUokn/3QInu02HLxJErCkGph0B3Ra+7RJK1BzPFCaY3DyRw4hoRgOv6bd6JF7PrNbBOaWCvhcBpXRLOucbdVo7DJkF+aWCbhtOoGwjnIeHSAwGGzHahVONCgYXcZEZkwxccEME2aTQDiqUdOSJJ40tuF1i+RmmnA7ZGIJjZ4BJc2M+iCrb4lxujZGZYmdxXPtuF0SfYNJ9h0N0jeYpLMvwZQiGysu8I5bT5aEdCc7AIddJifTbMwKAgr1zSFsNonlF2RQXGSnvneYm35xkIbe8dLMF8zzsnxRJm9Ut7O5pp0nt9UTCiu8ta2D05EhyisdlBQaz/vR9iGe39NMR59RGR6OK+xq62VvXz+/P93FYCSBJ/W+V2T9ianTf8H+xzv8KVOm8MILL/Dmm28SDodp6+km1HZy4oJ/Rce/vPUURcFu9j75aQ49diN3HnyVK2r38tazD/7plcfauYPAmGPUzzleGwreVFfsmAaf2zHIUTEHgINBE1/cPQRX3cS3B0vYE3Fy59utPH+wjR81mfm8P59Hw+V8/v1ufnKwj9jcC7HNXoyclY9YMIXeri6efOMgA1HFiODnLEHMKTCKoDobjYKjrHxEmwNT5TwkbxaCICLaHIiZBRAJoHa3jB77GDEXwWxFcGVCNAg2J6LDg3gOxCLa3YgOr7GuqqZ47gKiOws5dwpaXytKe8N4NVNAECVkZwZqMoYyPIggmzBnFRoFWpI0KR1T1zRiwSGUeAxRkBAlCZvLg83tNfoCfMDAPGLxRBJN1zGlhNn+M6brxm02m0SGIjommT8J54CxjEkSMMsY1a2y4cB7gtAf+vOOweMwkrzx5OR6O2NtBG4xSVBZIBBLQke/sZLbLqDpAh39Ov3D4zcUSxiKmJ19CmeaVC6cJ7Fu/uigaTYJ6VaQgbAB70RjOi1dSTQNls22Upwn096tcOhMlOGwlrpuOqdqI7R2ThypcjNNXLTSw5xpdhpbE+w9GiQUVli71EtOppnunjjDwyqnGwN8541qBsIGgaIuGKZpSoC6gOHAnQ6ZWdONoKOpJ8T39lRT3x2ipMjBkgVeDocHONUb4JZfHExvAwz5Bq/HTDBVoHO2K4im6+xq7eOJPQ1846UqnHaZFTk+pnmdXDwjByU1yOuqzoYlxfhMJnqicb75VhWh1Ay2ZTDyp27pf9r+x0M6I7Zo0SK2bt3K9+59kP/YV0eCdnos/0Zu/N8wkW/AAJM4gP+K/WbB5bw5c036850HX6Eo0M1XL7/v/Cv9mQOOALjVEAFpPBQRRaY2ApVyhCbFSpzx57KvO8G1T+zBnrqj7XGJwUQSt5CkOW4iV4xxYNjKgQPdOF0O7rlkJoIgcKyhl/s75jKom7EcaOKupXn0DQbZtPMs6zKz2Rr1sDEO2Yw3PRYhUXOEgbjGy8EirtWt5AJqrx+9rx2pcgFCCt4RnBmIvnwkzyj8pasKJKJgdRoKnarRwFzta0P05hiNYFSDR4/ZbnTvEkelDEYiZ0EQkOweo6k6pAXajH2oJCNBYwAQRaMzFjqalkTXTZhsjnS5hq7rhING0tzh+uBEmcNmDFjRhIokK1jP6SA+tjBLUfUUVdNg7iQVneGYhs0MVrOIzznaDPx8Fk/qBKM6GQ6BhALtgzp5HijONCLtEXmG0eWNqP7cRG04ZkgneO2Mg1PAiMbDMXBYxksP13UY1bfTC6BvmHQC2mwSmFcmpsXcRqytR6NrQCMvA8IxnZIcmVhCT7d21FKqsqIokJcp4XWKyDK8tj2KJMLGy41OVrG4ht0q4EolhIfDGtsOhSjONeGyS3jdo7Mnn9eEz2sintDIcJt4c0c3z+7p42sbZ5Arm1m52IMiKHzl9dO0xyNYbQIPXTqdN9vb0WR4saGNryqzeOGNNs6GAjx01TR+frqR6qFhbn7qIC/etYLdx/opy3QQ6VfxB6M8+X490bDKfZdXkumy8Lu3WinPdJCdZeHfrp6D22nia9fPpGyvndO1AV6raSfXYaE7HGdPUz+VJS4ODAyyt66fcFjlB9fN59kDLXz1o7O46yeH6FZhiu+DCwf/K/ZXCXsFQfiQIAg1giDUC4Lw5Ul+twiC8GLq9wOCIJT+NfY7yX648bIPkXnRHQyYf4YqdNBvfnLyhf+MSO58FjNZ6XVmpP9FzFbispkB+wdUuUy2v0kGgUI5gSJM1GCR0KiQI3QrJtRzbptPVHAQpykM/UlYUmDnzpVFNMQtBHVjWz3NZ9A1lVn2GL/ZVcuRZkMr96tVEoO6GZ9N4gJXghsefZ/7XjrD904rPFwl8IMGK1946Tj9A4H0/nRdR4sM098/yJd3h/h+tcyr3YYT7Ovq5ueH++gbCFJz+BC3/nw3zYod0/y1SBm5o5cjNIja2YgeDaGFhlA66tFCgwY7SDIjOjOQsovRRRlRlpFSMwA1ESPuryEZHG1XKbt8mHz54529pqHGIyjxCIlwkFigH01VEEUJmycLk3X8dFkQBMwWKyaz0e4wmTRaNIUjUUKh8LhIXpJEnHYbVosJeRKieySu0h+Io6o68aRKMKKkYReLSSDHI+NzmshyyxN03Uf2E45pROPGMxNXdIZjhqCrWYYMu7Edg8EjYpGhL6gzHDVkElr6oK1vwmEZ3auKYEbRqISyphvrDYUMrn3gnKAyy2NILscVaO+F4ejodbBZJjZiyfMJuOyQ6xNZOsNEz5DG2WaFWCowP92Q5GhNAkXVGAqqWC0CyaSO2SRQmm9KJ70VFQ7VhHjk3ToGwgl6gnFa1V4Ea5Kvv1xNU3eUc81iFukaivHb2ka2dnXy4pFWY1tJeLemm/a4cXLRVC9rW2rAsElGIvz3NR28WNXGbw+18PnLpmKXJDpDMV497mdPZy/b/L0UZdp44OJKYjGVF0608uKhNiRR4N2Gbt5r7kEUBDLsRq4g02nhwcum8cWrppNnstIdjrOsLINrFxdz/6UVFFisNATCvHK2nZOdAZ67fSkV2U6CqVqW+nOgo7+G/cUOXxAECXgcuAKYBVwvCMKscxa7HRjUdb0S+CHw8F+63/NZyakrqfdeQ1w6CgLEpaO02D5Ki/3j4xc819n+BQPAj1Z/ioeu/MIHL/RnRviDCZ2wOJ6DLmgaKiINip1hTLitEuscofQxD2gyYYx1uiIgDPVhCg1RZBqddnYfeBPhyCb8UYnWuMwXXz6Frml8/xNzKbRBiTnBd/f1sT9o5VCfxrqpPm4oCJNh0tjRkWTTia7RA4qG6a07y+ePCuzogZXlXjYsLQXg1R4H3z0Dm4938fWt7WxvDPCvr59OR/vpy+Hwgi+f2jNVfPrZgzQFNUSbCzEjD8FiQ5BTcgtWO1J2CX19Azy5pYqB4TB6ImZw90euz5gydE1JEh/sJj48QDIcwOLyYXZ6kO1O0vrnI6Jtuk4iHkVJtWU0W62YLRZi0SjRyJiWdedJjBpc+9HP4WiSgWAcQTCE1QQBbBaJLI857cgEQcAsT+yWBTAY0ugcNAq8+kNGf1sAl1WgONPQwZclgSy3oWaZUHRCMR1VM+iXw0bjMPI8k1fYpti644TUQlGo8RsOdkq2IYpW066lNfpzPCJ5PmN/XqdxDJNZPKlzqDbCz3Y20jmQIBg2rk9Rjkh5oYTZlMLJrQJOu8iWE4Nc88RBdp8dwmGT+Ph6J6sWpNRVVZ3BYZU9LV08tqOOJ99v4P4XjrG5qpkXTzfxem0L71Z3Tnocz+xpojViKGWOaBGdaR4moWkU2FJ5o9QphFL0pVBSNdQtzcYx9gXjHG8fIqKqVLgcDIWTSClp5qP+IWwmmfsvm8qHy/Po6IkSiCUpLjACnr2N/Ty3t2ncMZUVOLGZjfXbBw3s3mO3II/MUCwm+gbjY2CilODi30A/7a8R4S8F6nVdb9R1PQH8Djg3m3k18Fzq783AxcLfoqoA2Dr1Z1iS00dF7HURszqLguh5Iv0R+xskd8fZhAFFw6Sci0dqrM4f7xgd0iieL6VU2UrFKIfDpvQxO1LT6jyLzlxblIMRO0+cDHEkMpoYnXXl3bTtf5O+rjasssDXPjKLvo4utmzdj6QmOB6QECSRlaVu7lw9he9dOZXnmmUGkyIeE/QPxxgIJwwnaLHyap+bfX2ph7hniMGI8ds187L48qXlXHtBAbNyjCg6MjzMD946Pg73FGQTksPDdw6F2eFP8p2DIfr7B/jBpt388J3T45fVdTYf6+DhLU18YfNpwpmVmDLy0DWNvoEAP32/etzLomsassmKyWU0TJFMZvoDEZ547wz9IeOadw8EeXxLFV19Qyjx8ffBZrdjdzgMmQS7DafDPm6Q6BgI8cS2Ojr6wySTE1X0rGYJr9OMKAq09kd5fGv9uPM5n0mSwTfXNAhGE7x0pImBcMKge54TSceSOr0BaB8wYJbSbMj1Gr+57Uxa3TsYhsZug78PRrFVUoXibIO7n+MV0IDGrgTfeauBnuDodSnIFFlQKZy32Xk8Ac/saeax7TUc7/VTkJWiosbhWEOUH/6xgYFwgoJsmWklMj/fV0tjYJDHd1Yb19wipmc7/QGVvadDOF0CD148lYQC1QND5DltXJCVw4rSLC6bnTvhGFp7IjQMDgNQ4XbS05+ksTPM4e5+dnR2px3oSKJ55Ez01Hf9qQtT3xvGE7ewqDCD8kwnzxxoRtd1Sux2iuxWTtcPIUkCHruJl8742XS4jQc/NJXyNGNr9Bp1DkR54JfHyHVY8ZlN+IeibDrcxsn6ANNyXUxx2PCYTTx/tJVNh9uM+5dK2lbmfLCc93/F/hperhBoG/PZn/pu0mV0XVeAADCBQiEIwl2CIBwWBOFwb+8HdFb+AKuwFCFpFkAzRCnQELBiEs49pP9u05EmZM5E8ty2cYPD99flpj+riJS4JE5GzIRSEX2WXeZSI3dLV1ygZ8yU2x/WmO+FCxwxCguLyFh/G31v/YBoLMGR2nY+/8ppnmy10ZowU2iH8ng308xRbCKINgezpxYDEEjCL/b6eelgM9Xb3uPWJ7axbE4ZD1xUQYlToCUE33yrCmJhlOZqepoa+exvj3HF6nmsq/BwrCfJo7vb0w/0iGk63DhNxmeTuGVFKZuPd/HY8TA/2dk6blnBZGbD6lmsLHWzoynErw61I0gSvd3d/MPvjvAf7zXw0iFj+i7KZiy+PESLld7BID/bbkACr57p5/vb29h0xA/A5iN+vv9+M2/XDmO2O+gdCvP4lrP0DcfOy84BQzXzxUOtfP+9Ol480s7Te5vTztxhM+FzW8bxy18/1s6Pt9al9wvQ3h/lsfcnDgIeu0iORwIE3j7Vzg+31LDpcBtJVaemI8bj2wynqWo6Vf44zx9owG5JYJKMTlDnS/4mFSP699oNXfyR9orDUTjenOC3hxoZTnUZz/GInOr288z+GjYf8aNqOqdaYvzovQa2nBzmB3+YfPByOwSyvSPtCEfzAE6bwKmeTh7fUcvze1t572iI779TT57TGJHmFI6firT3x3jkjzX88kgVv9zbgN0s8cBl5czLzaArFOVAVxf7mvvYUtU9br3ewSRff7Ga6v4gS0oyWDUti02nWvnuG7V0DcS4akYBzlQ+wJ6SLranOKUuk4zJJPLDmxawdmo2/3jRNDYfbeVI+yC5ORa+csUMSvLstEYi+CMx3q7v4uWjfv7x4zP4yhUzuHZxMQWZdl64ZxlfvHw6t6wsTR/XU9ub+H1TF/t7BrjqggK+9CFj+V9sb2BLSw8xXaNpOML66dlcu9h434KacS/qe8KT3s+/xP6ukra6rv8c+DnA4sWL/2sTGl1HEUNYtEV4kh8nYHoVjcBfnYf/l5qAQMx0DlsFDVdOJtQZcIVZhNNVjSCO4s0fWjiFQ0eqORZOKUgKAvlOGVAocQi0ho1Ej13QiOgisgBHwlYIq6z60Meo6ztOXutbDHd/kp0dGm4TBJMGbPRirxN6k1DbgsNh4zNXLMDubiQaCmOzmFkrd3L3ljCtcTPKH6v50cXZRMK5VPcn+eePzEQXJV7psfF0fQCI88NtDTx6w1Ke291AeHiY8PAw/cEoPpNKb/8Qmw+3sqspzEBU47l9zXz/mnlELS0Igsi1i4uNxG4Kl1eHOg3pZjAqfIGXq4bY2RplXWUG68vsPPGH41y3chqZbqPC9pXjXXxvRweCKLFxeQWSbE6/VBtXVCDJJq5ZXExvIMznXzrO7qYgoiRx7/pp4+5LbzDKbw+0cP3yUrKcFj61vAyL2cRQOM53361FEkXuXlsx4R7rus7aaVkcaR3g0lm56e9+c7CNx3fUIYgCd68pn9gVSxa4fU0xXofAtYuLUVV45Zifn+2qAR3uu6iC3Q1+frqzhgyHMOm+x1p9d4Jf7GrGJut87vIyRMF4dlw2ONXl50fvV2M1w91ryhEEgTvWluB2CGxYXExSgad2NfP66QbmF/RyomMAp23yfT54WTkFPlP6GgMca4hQ0xFlbm4Gl83K4eXDnTy1r4771lXyUMF0blpZAhg1CuGoxsNv1vNGtcH4urDScII+h5mff/oCXjnm57JZubxf3TNuH42dYb76m2rawkZ0v6TMx8fnFtE7kKAtFOZ0U4Bsq4XeWJz107O5bXU5AJEU5XM4NUubN8XLc7cvJRxRGMJwuqf8Q3zzE3MZCCfYV9/Pye4AdlliSakPn8M87joUZNr4zPrKcdfk+mUlvHLQzyBJFE3n3nXG8p5U1W93JM7qykx+sGEBPkdK9jvV/ESfVJLxL7O/hsNvB4rHfC5KfTfZMn5BEGTAA/TzNzBNUykf+iZRp8G0sCUWGD/8d/v6c/YvAS4lwqA8monXgEVT8xB3taCJEglNozDfh+wPoUgmQOOySg/SQAbHThujf184TtCaw82FBqb527BAEhkd8IpJI5IaNBzl4GCIzU/+kEs+fDkzps8FKgkmocSm0RodPUCvRWBxiQelvRGbluDWy+fiFeJ874V6WuPGQzk7z8Wmo36eOhzms4szeG33GYhH+djKGWxvDHKwPcLsfA8+h5kbL8jmCy+2scOfREfHnggREa08un+QO1eWYPVG+epHZ5HpsvEPl81AV5P0tnfwg0PtiGYrt6yfzSvVEfa2RVg/1cfNq42XZsOyMgTZzAKvwj2/PU3TUBLRYuee9dMQTWY2rp6JbHenncbYlzPTaeHKmV5+s7eOwYjC7qYgK8t9bFgysdJ30+E2Hnm/AVmW+Mz6qeR4bHx8QSG/2t/CgxdXcs2iIhRFQzpH917XYWt1LzvrjIi0Yq3BSLpl1RTsVpGFhT4efb+BW1aVkGE3jZNcznJaxh3v7RcWk1QUuoNJ+objbFhSjEk2BoT2gTi/2ufn1lVF5HsnahBtq23jleN1ABRlydy7rsLA8xG4eWWxIZKWk8O332rknvVFZDot3DPWoQvG85PrsbFQzGbdtJwJ+wDGXWNd16ntiPG9Lac5lMogf+21szy8YTbZXomr5xeR7TanZyWnmiM8u6uVUNzY16oKHz++fgEui4lYQiPPa2VRbg6/eK+Nz32knNaOOM81NnPL6lJeOdbO3l4jx7Rueja5OPnRO/U0DoaoGQySY7PSE42xojSTZe4cnt7RxG1ry0ZzNOfMtOVU/gVgpMTB5zDz440L+PCPdxFRVB7+w1levPtPV8GW5zsMOE41Bo8R+9CsXN4520lU0JiVek9GzCOZ6NMSTP0bQDp/DYd/CJgqCEIZhmPfCNxwzjJvALcA+4BrgK36f5bA/GeaKEkoY3VT0pW2KuluB+f+9jewaOMRTFklyO5zCY2GKRqG9s04E7nr2YMs9wnsHTI+//PRKDZdRcEEiPzjy6f42Q0LeLl6Pz2KjI7Ir0/2Mc+uczJi5tIpNo70JDGpcboTJk4PS3y8QOH3HSqtYYmXjvVw6Sdu57c//Q8+893nEZUYb/3qcVj1WZaWeujuDdAS1nns/Tpm6r080SDRPxwj0+skaMsEhlla4ubu9VPRk8VETXUcaR5gb6cRETnzhnnyluU8+84hhGSIgXCCzfsb2eFPsn5aFjEFHj0Y5M4LfXz58kouzlF43+4iw25ONTM3JJE3H+/gsUODADjcHq67cCaizZl23rqqkOzvRItH+fHuPpqGklRk2bl2SUn6ama6rGkH1DMYZPORdq5bXk6m03CKr58Z4JFtrSwvNYKDJWW+9G8A3UNhXjrcxhVzCxBFkQ1jtv3S4Tae3NHIl6+YQTyh8OPdTXxqxRTyPDZUVUMUDQVMw7lL4yLSHLeFz6yr4LGtDfx4aw12i8D6afm8eqyd29eUkOWc6LRz3BYy3Sa+9241BV4TS0sL04wZI/qvxm2H+9ZPjLw3Li0mrhj1DdctMY7jWHOCP1S1ce/6Yu5eW8FXX67hhUP1WC0Kn79s+rj1XVbjOQ1EYxzz97OtNpPp+a4J+wFo7I6x6bCfG1cU8fSuNg619bG6MpNwTOdwWx/vnOzm7rXlvHdkmCOdLdx3aSk+h5ntDZ28eraRey+sYMn0GVy3xLjPW48M8YeznfzjVeVsa+jkxdNNNAUCZJhsvNvYzsHmQb75idkgaUiiyNVzinh+TwtvNxgx51Svi2nZLkrybeSqNp4+0kRrLMyBxn4cskxAUXCfw1GtbgmmlVAFHQbCCXwOM6GwMtoX+APaLY61UFgZHU9Sg4im6bx+ooOoMFpjMNaCqvEu1f0NWDp/scPXdV0RBOF+4F2MwPVpXdfPCILwDeCwrutvAL8EnhcEoR4YwBgU/iamqmq6reB4EyY6978hxJMc7CCw90Vyb/hOqgDoHHkHUWRIk0HUGBv+JxE53h/DJpuI6gI6IhE5Bf1oGk0Bhede3EqhxUpY0whrxro9KVj1VEeQ68psZIsi36vV+PylU9m8u5qR9FttzMxe10qS+Yf43RMP88nrbqX62F4+fv2XeWCGxHtOJ9Uhka9ePZdXtx4DgpzxD7DvSC9LC43ZyFRrnJd2VrFh6RRssQB7O5Msybdhtpi4dE4BPpcVu9vNwzvacfja2LBmFoKjnYsrXPzrq6cAsJkk7l41hZ/+4TgP7+3nQMsQ/7TSx5b6ITasX8B1a+cRs/kREMZF6P3BKD99/yzXLCnhlbNBvrvdz52rSrBaLdy9KIMX99azcdU0fA4z3T29vHyih40rp7LpUCvf29qCKJu4Z50x7d64vAxJlrl4ehZbavrYsLg41Z82xKsnugjFkjy+owlZlrl33fip+qeWl2I2SWxYXMxTOxt4Ykcjgijw2Yum0tQ9zLvV3XxqeenEaDllgiDwqeUlmFNR+o/fa+C5/Y3IssrnL5sx6TN1/dJiZBGuWVTE8/vbeGJHDcfaBvjG1TMxy4wbVMaaz2HmnrXTONGS4Pl9bdy0opittW38Ync1WS64e21Fmpc/trC1uj3GW6f8fGpFITkeE5fOzGFrbQ8bzrMfgN8c8PPU3hpcdoGbVhQRTyrkZohcu6SQJ97z09gZpzcQ51hXF7/cX0dOhsTdayv41PJi+gJJkippZw9wuKuHl043Ul5s5q6LyjjmH+RASz83XlDKnGwv+5r6eG5HKyZJ5J5LprB13yD9wQR3rCqjoyfG8dYh3q7r4MGSqfQRozUWJt9h5ZB/MJ1aDSQMBxtPaPQPxNl0uI3OZAyHLHGqK8hLh9pYXuDjX9+uIpYiTszInTjgKapOMqlhs45Sdbce7DFQSQ1m5rtRFI14QqOnfzQhbjNL47YzOvM472X+L9tfBcPXdf33wO/P+e5fxvwdA649d72/hUmSjKSMa0n134Lfuy74CJHafQQPvopn+TWjxzLWUp9NkEIMAU0jIllBB4dJJMNhQojHaYsay1tEODygU4OZGT4TmS4bs4oyaD1+ki7FTFfSxJO1Ch6SRDHz4mE//7ZxBf/y2klmZdtZbx0gHkigXHsXb//gfp7ZV0M8qbKrpot4yMWRAXjw4koqsp3c9tFlOPPauKTcxZb6IZrPnuUgMjvak/hrOxAcLq5ZXkkkWc+R7ih7OqNsqerm7rUVXLdmFqLdlXbW187L4h9+c5C9XRrrK73cuqocwWzmmnXz2NW8m211A8STCnubg4huP3evreAfLh0faQK8tL+Bh7e2sL9pgK9dPR8pFfVn2GW+//oRHt/fQwyZhy6dzuZjnXxvWxuS2crGFZVIZsu4KN3nMPOJ+bn8bn8j1y0vw+cwo2kaLx1q5pFtrTxwcSVf+tB01lf6eGJbLRuXlqYdUZbLkh4E9BEvKRgVse+c7eaHW+owy4Yz03WdrqEYr5/oMKoqU9vwOcx8dG4Bz+5uRhQNRyIK539OfQ4zt60qp6o9TjypsqzMx77GXraczUxjw5NZx2CCX+9vYziu8qv9dVhNBkTkto0OEp9ZX0qmS+b6pcWoms7JljjfePskx/y9uGwCn724nJ1VcfoCH+yFLpmZxdnuAS6fk0uey4bbLvOz3XVkuEzk+2Qe31lLa2CYhzfMJssrcdW8Iv54KMjR7i6CYY3XDzeT7TGlZ2Z3rCvFZZeY5vHy/Tcb+OpHZvJeVQ8ryzKxmAUunpeFvyvBy2eayM4wUdsV5o1aP/fmVeC2m+iIj9B3dW5YVkKDP4zDKZGXaeGn2xpQGKWpvrLVz2O763nosqkc7xjidG+Q9dOzmepy8uBvT9ASDZNjt9ATieNN9ZTUNJ0dh3rZ29HPvGwP71V18+VPzqAg00hKNyXD9ChGNLanqp9/HD7B1zbMprzIyaGhQXxmE5mahW++UsVnLq/E5zDjkcz0Kcm/CUvn7ypp+9cwHR11sgYoI8yX/0+QjiCIZH3kc3Q+9xC28gsw55Sfd1kJheTIrRhzPOGkxgMryug5coRfRo3ErUWCNsUCIgwmBP5w74VoiQRXHa5Or+c1CwwljAcyw6xTmevmN3evRtd1frRpF6996zamzbyAzPW30v/Hx7Fl5KIMdaLkWAETkYSRxDIiw1SSSUjywEFj+/6wZrAKLiiie/923m5M0hQRxzENxuK5fb39fH7TSXZ0aJR7ZP75yrn4HGb6evvZvKeGmZlm9nYkmV3sY+3MgvNGqmA4qP113WyvH4LXT/DI9UvSDnREAjk0NMTPttZw+cIyJKsjPejcs27qhO1tPtbBD7a3EYkncbtdXLe0lOuXV2C22NiwpASvTebR96r44bYWIgkVu0lk47KycZjr7WsqcDvMXLekBFEUuGlFKVbTKIyTVDR+vb+Fx3Y0sKe+jx9et4AslwHbvHysnZ9sq+OBiyrTjI+xpus67QNx3jjZzsalxbisJt6t8vPkjnoevLiS9TNyPjDiBvj1wTYe31HNopJMHrx46qQ5jSyXJQ0HJVWdN074OebvZYrPwSWzchEEgSN+g72TlzF50lZRdV470sOehl7+5bUqHr1hAbddWEIgotATSHLD8kKOtg2wr8nIadxxYTknGyM8vucMJ7oGuG9tJV+aMv4a+Bxm5mRk8i9vn6JpOEiGV+QLl0/jiy+cZdOZJhYWZPCtT8yhosjGhiXFPBk0hMckSaB3yIii5+S6uWVlGWpMp6EtQm0ywF0XluOUJIZUFWeqXPiVej/tSpRf7G3EjYnlZT6++tFZ/GpbMy3RMDMyHQRDKhsXFHHHWuN91jSdN0538GpdOyvKfOxrGmDmKXd6AL559RT2nOzl1GCQtkiUtpooFftdrJ+aw7bGHnoicX5zooWawRDZmUbeZkgzBoiGnr9DSOfvzwRMapIEKSLyWIf+/xHSAZDdOSkq5CPk3/xDBHliBe0H2dISN2syNJ7sGQLNCqJEMKmBaEA8uR7j/87aevoVY1ooojGUEBFR0ZA40j5K7RIEgStXzOLAvz7L+y8/y8AfnsCcWYgt3k9psgPUYsCEzTTxumw62cO+QRmvSePKhSU8dPlMPLLK3QfCNEWsFGfYxjENxq17sJkdrRHKM0w0DiZ5fftxHJlZRBIqP9k/yO3z3KzMFUBR0s7ofJbl8/D96xbywAuH2F4/xJPvnSHT42DD0lI+vW4mDruN0PAw//FeA6FwGId1Ih4+1q5bWoqAwHA4wsPv1jEcjuK0Wti4ojx9HDesqMBisRIIRfnutlYQBO5eU5GWSx4b7QMTnKksCWxYUsSJ9gC76vvYdKQtvfyNKVhnw3nOu20gxj+8eJLDrX1IogG/3LGmBI9d+MBr1TkYZ9MRPzeuKObWlcUcaurnYHMvl83OnnSd9oEEm44YcE+m08w9FxVxqn2Aw2296YTz8tJsdhcPsGbq5ElbWTIYPtU9g+xp6GXT4TbWludT2xPg7JkBcj0mHr9xIZsOt3Ht4mL6hlT+4606TnQNsKzMx+1ryiY9tn3tPTQNB40Pus5buweRLTrTfG6OdQzyL6+d4SfXG8/evRdXEI1p9A0kyfAY71vHUIyBUJwir52YKQlJ+P3JTkIpttewYvz/H9fN45tvVaFHdba39sEQvH68nfs/NJXsTCuvH/bTEY9R1RlMH6csi3zlmhlMP+bi0tm5bKnqHjdgNbWGqR4IEUej2GvjE4sKKZStfO210/TqxoC0emYWV7sK0+upqeA0+RcUg57P/tc5fAGdxLlNsuH/W2R/rjlmX0S07gBDu54nY/1tk+47S43glybqt3zn2oW88PTrvEHhGJh/jHxAXw//8cJ2AvX1dKr5WFCJI+ESkgynJBWyXBY6q6r4dXUYdTiAIMvs75eZsu4mLAuvxHbsd9QfqCZ6/CCekqkM2v6NBeXvoOs6vf52frW3GWQTH1tWyabDfpoiInvq+/jcxUl6WhrpShhOr8BrO6/z2bBmFuFwlMGhAPk2MzFN5NEtTTx4cSVf/tA0etpa2duts7fbT6bXOSnmPdays3zMKvKyr6uP4y39HOo0qJd3r63gnvXT6A9GAIGj/iB7W7sQLbbzUhd9DjP3rJ/KQDiB02Gjq2+IJ3b7ieuG3gpAtttYvzcYwe2wsmKKkye21vKplRUfODhputFQRFF1IjGFuYVuFpR4ue4cWOnqeQX8am8LN66YmLB943g7h1v7WDN1dPYUimmE4/qEZN/Y/T63189Pd1VjkuHedRU8eeMCNh1pO+/s6fl9bcbykkH7zHVbeexT83nluN+gyOo6rx7r5GhbL78/7WFmwUS4DaAy38ovb1vA5iN+PrGwiG+/0cjZ3gGWl2dy7eJiPFYTt682qKid0SRtQYNKmVR0RG1yras71pWiCxqiCDcuLeUn7zbx2xPNfPaiSrz1MgdbB7jyJ3t5dONCLqjwgibwuxPNPHBRJbkOK93hGLc9e4jX7l/ND6+fz/0vHsMfiI6WR6UguYpsJ898einfeqPKcPhAMKKQ7bZw/8WVNHeGqRsM0zYYpaE3REW2AbnkeKzck4roK9aOh2F+d6SVEAoOWeTH1y/kgikZPPJOTdrZz8l1cd/FU8c9R/pIwvg8XdL+EvvvJiv+1U1Tkmnu9vgfxoyW/x/xfEEQ8F1+H+Gq7cTaTgPQ9/YPUSOGNo0kQFQ7ZzBK2ZaqbuSMjHHbc6TQfo9Z5FTcyk9PhzmsGINFaaqPZlwf3d7yKRlsOtDEYwd7ePJsnN31fXhkjT4syJ5cPnHdncy6/qs451xCzPYLYnoHD/z+s6AqbNp1lseOBXjsUB9vnGhnebaA1wSNAzGe3XKKL/2hFX/ChM8q8MVLz++kfU4rejjArxthT0cCZBPrK7xctaCQuy4sw2E3ksFL88xEQiH6BwJpMbTzmd2SekEkEw9cVDHOkWXYJGySxt7WMOunZ3PNwny01Pb6AmGeePcUfcHxojE+h9k4lnQD8vEvW9dAgN/tb+LaxUXsbRnmB+83TigkG2uKqtHYGeCJrXUMxxXer+3jiR2NOC1yKlegk0gaPXJfOuLnR+/Xsumwf8J2blhewleumMGPNhoRbELRefGQn59srZl0eYDGngTDMYV71lSmWTmZTgOeO98AddOKIjZcUEnvsJIurMpymbnrwtGZTjTFV+8cjKeLwCazzBSlNNNpxm41ruOysgx8DjN7z4b5+it1tPRFsZhFlld4jXUsNr71ei3vHRvku2/X0hMYvf8+h5kvfXgG//ihGeT7rPzjVRV85YoZfHpVGU/efAEFLhv98RhfeOkE1z2+j48vz+NLH5rBravKuHlOGWYEWgejPLe3iUVTfbz90IV85YoZOFN+wHWOytxFlTk4R4QWxwyqNy4twYYhSvhPr5ya9NzPNUtqthxWNN45ZVCnNywpJsOUkjwPTbyGcurZ+3NUVP+z9r8vwpdkTMkIScs5HR7+lJP/W0T9qW1Kdg++D93H4O9/SO7NP0YJdJPobsRWthBJALsepx/nuOMUgKsrnSQySnmqvj6tmb9IHGKnls2FUzM5WtdFR0LCrxgPj8lkwkOUAGbMgsaCYi8bV1Xgphglr4ODp5rYP2BAXflWKLBo7O4TqZr2bRhpmizAmcGdiN8yIwkS311zHGSZUHsrv20xHsB1lRmEwxF29sAUj0xLQOEHb51g0ZQMbr1oNpnn1PULgoCUWww1bayq8GHV4mxrGGbZ8VY+McMJqsIDa0rQEzF+ssuPHglht5m4ZE4h79cNsmHltAmO6ta10znVFWZ7Q4BL5haN+100Wbh8YTkHOxP884enkwwP8eSuTq67cCabjvj57rZWBJOZey+anrpNKl1dPbx2NsAnllbgcbsnRMKvnuzhkW0tmK02Ni4tRRKlCct09IfYfKydTy0vxWM18fbpLn641eDvX7+sBFkS0uv4B6K8eKiNm1dOScE6Yto5j7Vzue3VHTGiCYUHLqpkwyTLA7x10s+vD9WzqmJySvBkVpBhJtcj8+i2avK9MnevreBAbZz3a/zcf2kJPoc5VQUM1Z0RNh9rQxbh1pXlROM6DV1x9rZ08KnlozCTKAp8/opySrJHi7H2tnTywpE64oqKqAtcuSCX5sEweT4zzx9spLZ/iBOdA+yu7eeRjfPJsFtwO8S0FtG51wTg+buW8q+vnaGxI8KJ7iEefqeGl+5dAUC/FieRort0pXRsRtZ/5A81gOGMx9qhjsG0RHEwmqZTYLOIjFBn/tyiqNvXlvPq8XYiaBxtNWjGRVl27lxYziMHa+gOx3lub1N6NgngNZnpT/5f0vbPMkEUSZ6r2frn2F/D2Z9n0NASMWzli7lkwW7e2PYUpowClMFOKFtIUoP+MZW0IyaR4B+e28f968oR9NHHqw4jmm/rCeJKDANeLOhEAT0WI19OEFDMJHSRg61BtlR1c3WxiHl4gPtn22ndP0xH0sRwTOFITAasLHM9TdL9BEd7D5Hq8snqohV8f+4/s7OuB9HpRXC4gX6WZAnM8Un0dwQBExdOy6W0a4AdbVH2dnTjcBjSyyOmJxMgwK1rZ2C327nIG+LNJokH1vi4yDPMg6/62deR5MGLsrl17XScGW2Ew2Ee3tnGgbYw21siCObxkIyuqmiRAPOKfcyfkj0pTLHlbDc76gdZcboTRJHv7eriYHuEr109D0GUxrF1BOCVU318f1srkjzKEOkaGGbTkTY2Lisb5+TPdTgjtvlYO49sqcckS1w2PYuYop03Sfr26U4e31GPyy5zz9oK7rqwjKbeGL/e38qnlpdMGokLgsCOunae3tvAvWsr+cWOVm5dXUyuezwMdO2iIrZU9bKnoTftTHTdaGxuM8MkAp8IgsCnVxfjtI4yd35zqJG3q5oQ5QRf/egs7r+4nByPieWlOextNKpdD9fFePOUn1hS4bXTjZhlxp3nued957opeJ0i/cNJfr67ge0NHXSHoywt8/LlK2aQa3XxyLYYJ7sHeOWon1JrFo2RPu66qPS8s5OKbCcv3LmM6350gI5ohNwxsNi9l5ax+WgrQVWhunN43HpWUSCu6tjl8e/sR2fn89TWRoKawqGWwTQP/7WTnUTRkAWBz6wdT9M9n2U6zGQLVlr0yDi546r+EfV8Q111rAXTSdv/5dIKfw3TNX1y5cv/H7j9ebY/8MfHUYa6Ob3oCuLHfo2laBbKkDG909FGefZjjlNDZm9QpPEPLWipnIQFBSU13eseCtOFF4CkKIMG/QmNLiWFK5o1ih0iF5U6eflwA98/OkyZVaUjacIjqQRUY5tFdrjUl8VOycGIswcNh2TlUDU8XhUFoqzIEfns6mLC/T08drCPJfkuIEZNSxfzcq1MmzIFm6hz7fJRNpKu6/ScOcorjQrXXb6Uu9eU89O3D/PogV6+fMV0tgZgX4eBlUZjCZ7ZcgJUhatXzMDhcHDxNB/Lq3snMleUBJsOtfKTPX2sLXNxy6qyCdf82mVlIAhcu7QUQRDZ39DH9vpB5h5uxSbr45qpCKLEDaunY7Lax+3r5aN+fvB+EwebBnnkuoV/UsLA4ObLXLuoiF/vb+bJnU1cWJnFzSsmVu9et6QYUSCNj9d3R/na66c42NKPWT6/XMIId38onOTJnQbf/cNzCnnjhJ8bUwNFoc/ChdMyON3Zzwg0FU3AH0+F+N3hKr5zzaxJo8dznbM/YCRKz3QEaeyO8fvT7dyQiuAXTDF46Af99fzuWC0XVRSR57KzuDRjwnYn28fL+3qwyy10h6OsmZrNXevKcVtN/POLNbQNRVhc4qOjP8GwrYvnjzSR4ZY+8Pofqw1S3WfApH3RUZikZyCBWZcAhbnF4/NkkTFqmQD+vghP72jm+qXFXFVUyMv+NtpSYmeLszOobQrhNZkYSiZ5bl8z62YYyetYTOWt7Z0cGRjAbBa577Kp5KQGYbtNRnYKMAzvn+7hXzad5nMfnoZ1DFe/bzDOl351ki98bDrZbktKAwz0v4Fc5v86hy9KYNbUcbz2/zYNndR+Mz/8OcJntlG17TnkjHwitfuwFI0oSE+eTNZS3/fF1PR3qga9GFFOV1JmcbZMe3+YTi0ljRwXsaAQR6YnIdKTgPfrBth42QXsbt/Nvo44810K3RGNABJFDgF/WOeZRkh42skXF6FGPk52wXv0JYbYcMVcBpKn+WO7xr4ejSWzZOwpIfWFUwtwyJ1sb4tyqCfMV64wKjY1JUlP1Ule8Ytcu6SE508FeexMkpiriQcvLOaSUjsHu71cOiuPDLuZqG7IQOjREI/u6wHAkdHL3WsrEUSRynzDgfQPBnlpfyMbVk7F57Zz3YWz2NV6mB1Nwzy7p5F/OKdYKdNp5Z6LRr975PrFvHSole6ePh472k9CMPO51DRaEIRJo/aNy8s52BJgR10/X9h0gh9ev+gDk7Rji6wunp7D5iPtKVaOf0Ii+lyo5venOzjY0p+mtqqaTlN3lD9UdXDDmIh/ZL2BcAKvw8Q1i4r4+Y42frarBosscNH0Il4+6ueaRQV47XJ6ALOa4cWjVRxq7eVbb1fxzKeXTnoO8aTOiZYE+5r9fPWj03h0az1fuWImj29t5uUTDSRUhX8YU4l7y6oS7BaBt4730DUc4dGt9Tw7ZttdQ3Ge39vGTauKyfOMRt6/O9pERFGY4rOn8xN1HRGSqspllUW0DYV4rbWFz6wdpasmkkai2iQLHK8PsaOpk1tWG5H/uzWdBJQkmVYLeTYbe6r62VbTSySRpE8z8gGH6wMcrhpkVpkbu01itADW+OuFPS08fagJm1VC9+pEWzUK3VYumZXLs+83835HN16zTKbNxJ0rR4MMQYD9nf1srjFyKl6nmYc+ZOgxmUwi3/7kXO79zREGEkl+daSFwhwbn7tiKm09YWoGhwlFFN5r6qC0xMG96ypwSzK9WoLKv0GLw/91Dh9RIGkaQ38cU9n632WCKOGcewn2GasZPvwG8fazxNvPji4w4ujPOUaTppAUR89FEY3b5RUUrl1Zzt2rSvn2Y5t5JWJEGrIAcX30lhZa4ZK5BWS6rFyQbWFfR5yakEBMN1OeaePntyzhay8eZF97jLLod2lPyKwq8/Lojf9oyBcoSTJd9fhT+uKDUYXPfXQZzoIONiwpQV+Wz3P7W4nGE/S0tfLI22FuviCb5/Y08niDiYhgQvDmAO1EQmGefOMAUUVnW32U5akCrYdSjro/EEYw2xBkmYvL3Tz51kEumZHH1vYEG5aW8tIRPw/vaEew2Ljnoulkel3Mynexry1COBxG19RJWxqO2Iij/ME7MaCfcCzJd988hiSbuG3t9EkdeabTwg82LOAzzx9kR/3AGHgkJa/7AQrf2+v6aB2Msm56NivKfPz4vVpuWmlg+4LIOEXNtL6ORUzDP/GkxlN7Wvjd4UaSmsZDl04b10lr7IBx2+pRobVn97Tx053VJFUFr330WRAF+PYnZvGtt6v46kfHt6tIKDpn/Al2N/j55AVFvHPazzP7q7GaZvCr2w3n7UhNQruGFJ7Y1sDGpcZxjhzHumk5fPv3Z/naOdv+zYE2Ht9ZgyTBh2YU8NrJdu5eX8K/f3wWX3n5NDl2B8Gwhs8Brx7z88qZZpYUZ3K2b4j107O5YwxV892Dg2yp7eSW1cU8v7eFV6tbsFuNyP+ui8pw2SXeP9bPq2f8nO0OUt0X5CNT81lY4EWQ4GjbEI9vaSDXZ+GLH5+OQ5IIqCrOVBBzy5oyRElgXo6Hp043kWEy0R6M8evdLcQ1FasoMpQwgJhDLYOsnG7kSCwWiXsuqyAzy4yq6ty0anRGV9ca5Mdv1iGrxrtd7LVxyaxcunpinO0fJqgpBNQkD64bTbAH1ZEGKP8H6fwZJqCpHwDpnPv//y/TNESTFc+KDThmX0T4zDYSehs91n9PtWHMZSTatwhgVaMERCP5KaFRIkRoUu2GJIMuY9EUYrVn2Bc1ptZmFBK6jBkNt6jQp5lpj8GWs70UDftZEjyDTSggqkv47CZ+cetS1IE+9EiIebY4J1OFXYvLswxnr+uow4PMF3uwClZiukRTf5RMtz0tTdA71IsW7OdMn8re9jgQwe50IOWWQEMnAgK3XjQLh9tFX0c73zsRYUmOzANrSyfAND6HiZvmuHm5PsqbVX38ZG8/B/xhdrTGDMx9eQWCbDYGGiVJb1c31X3G1F1PxPnp+2e5bkxyd6QNoq5r9A4EeeVUHxuWlHDb2mk47RYCgSBP7jMEt1wO+3nhgiyXlSVlmRxsHeZw8wAD4QShcITXTnRx48ry80b8G5eWIEuGA//VnmZ+tLUOs0li/dRc/lDVyc0rp4xb99wZhsUk4rKOVWyHpr44Lx3yc9vq4jRkoOs6kYSelkS4dVUxFhN0Dir84L3qcZh6ZY5z0sheUeE3B5rZdKweRVO475JS8jJGsXxd1/nsJWW4rDIdAwrffbeabWf7+enN89PaQ9PzXTx3+8Rt37SyGFGE65cW8Y1XGnm7pgmLxZCPWD8jm0fer2HKQTMmUWTdtByauuL4PCIrp/m4ZeV43P54Ty+bTjdxtK2fRaVe7l9fybWLi9l5dJAt9V3cf3k5L+5pT91TiftmVrL/9BDHBoe4a005l83JY8exPn53uhW7SyCSSswOp/rLNjSHaOuI0toZ4dCg0VFteZmP1vYoW/yGHHO23cyV8/O5aVVp+rhiMZVnNjVxINzPz+5anC6qA3j1RAd7+w2dSLck0zYU5Y3jHShxjaCmUOqzU5S089qBDq5cWGCcb+q2/y1ahvyvc/g6GsIH8fD/DiJ+2Z2FZ8W1dJn+Jd2GsTDxdUZSN4KA4exTg5JX1mhSnOPQn73VHXSdGaBT9wEwRY5Tp8gkEOnTjJdkdWUWV+cp7Hn1Le4bmElMl/A5TGy6ZyUV2U6ueep9Dgdk8u0mQGd1ZSa3pKaq2vAgZ9/9Pfef8hHTJTLsJv7t6tnjzmPTnloeO2HQG70WgSvnFaSqPotxeDyjyco15TzyWh8wzKEehf5YK1dNc5FRXjzaWCQZZ/ORNh7eP8iDF0/lyx+azsUFEnNPdxEORxEEIT3QaIkYm493sqdxkPXTs3G6bDz8fgtiKrmrKUm62/28VhflmkVFvLS/ke/v6kQQDGz87rWV9A2FSAgmznaFuGTWxGYaY+3WVeWc8A+xu2GAZ/c0cbSln90Ng1jMpkkHiqSiMTgcQ0154ZtWTsFqkVLYfis/er8Wm3lySWWApt4oLx9t57qlhWS5Rhkub580JJE9doF711XQHYjz24Nt9IVUXjhQj5wqzLpvfQVdgThFmfJ5efcjpus6XYEEtT2Dqc/jlTqTis6B2jj7Wvx8enUxQyGd9mCQgy29k0JV51q2y8KVc4v44R9aEUTjCR/hl9+4sgRRhJNNYf5Y7yepa5TmWXhyVx1fuWLGhMH0zvWl7Knr42T3IA0ngnzlihlk2E28cLCFPza3Y7bCRyqLeKO5ha98eCb93QqvRjoAsJlE7llbwSsHDNjlbHdolHGZ+uNgVz9vNnZw18oycpstdKtx5hV5+OScInpeiXKyO0ieYOV4S4DBSCJ9fBaLyLHEEPXDYb751ni47NolRew70097Ikqh1cqxgQCgkyNZ8EgyX754Ok/uaKQlGuFbvz/LM59eiluU6VUTVGT99Xva/q9z+KIsovwd6d6nbcwxtVivGqVBYrRhbLRdBbrIlNgbIIzAOcbtyXKYyVUSVIVHb9fRQagTjCRUoUPEmRw/q1ldmcWPNy4gcmgX/9A/lRgSVpOYdvZdNTX4Qyogk+22c+va4rSD7mnzs+lgM1tbsxlKjULXLipOF5r0Njex+VQfi7MlVhZaaR2I4I+K+ANxMuwmBEHgmgV5vLinhg0rKsl02fj0ZQuJJg6zuWqIxqDGXS9V8fPrJd4728uGVdPxuZxsWDcXIcMQ58qQFXoaajjVGWFH2wCIAnazzIZlZfgcVq5bOwfJ1ZF2aA7HaMK1t3+Qh15vZH9HjKgqctPKSmTHKNVSEASyM1z4rCJ7Gwd5L1VJOmKqooAgpCtps902HtmwkFeOdxIIx9ndMMi6MTISmq7T0R/ijVNdbFw6BbdV5s1TXfx4az2SaAwyI47xxhVTMMsiq8qzeHJ7wzihsBF7/Xg7j22rwWkV0uspms6S0hzWTB1Id3t6fn8bj22r4d41FenGGiOW5xnNJ2g6tPUn+P3ptgn7UzV4bo+fE+39rJmaza3nJMCbemP8YOspjvl7McsCc3ILuaDEw4pK75+UdAAIRXVeOdrG747Vcd0FpczN9bG2Mg8wZjU3LC7jbIshC2I1CywtzOa90z34+6NpdsyI+RxmHrtxIb891ILZlOoVoIE5xXU/UTeMPzpMZyjGoeYBmvxROuIRir02sgQbj7xTw799bDZP7Gjg6x+bzSd+tJuAquK2GO/VrWvKsNtkcgULrwvGQKGqOtOnuHn2rmV8/Xen2VLXQySsjnPsgiDw6KcX8s23JsJlx04NUTc0TAiVijwHX142g5Wlmdz2zGECqsI33z3LTz51AY9urUuvO9IApaH3nAbDfwX7X+fwBQRkTZskaasZgvP/XYPBGAgpP/Yk/eYfkRBrDMevi9i1GXgTD6UXd+oxBke4+brGIqcyzuEDDOsyGRaRNUU2flujpRO2HovAv109G59N5mfHewmkqJyXz8pLO+1XzvTTpaam47nOcdHmc++f4vFqjQsKHEAYtwyXzxxtULb5SDsPHwqwtsTG3vYYdywroKqljwJtiEde3senr1hsiJxta0MQJO65dBY+h5lMp4WhuI7PLtMYULjrt6dpDCgIZiv3XDyDTK+Le9a6Uqcs82qHhR1tMdZPzyY00MtPToaJqvDQpdPJdI2naqZ1e4aG+eLrNezviKWvXXaGm3vWTaxkvm55BZLJwobFxWiqQmffIG9UDbJ6ioNt9YPcuGoUIsrx2LlnbQXdgQhOi8zGZaOQjK7pbDri58fbGtPNUG5ZVYbdIqdZOIqqI0sG9n7ryjJ+sqWeJ3bWIQqjx97WH+PVY36uXJCHzSyMc+C6DttrethZNyp1cNPyYiyywHVLCgnF4cVDEx06QDQOT+9u47n91eyo6efxTy0g05mSBpAE7lxTRK6XNC4/1l482M4xfy/rp2ezoiyLb/3+BCc6+vjKFTNwWUxE4jr287Q91HSdHadCnGqJsrjEh8MqcKp7gF31vVxQ5kYQBDLcIv90dQVzT1vZsLiYJ99ron4wQP3BANtre3n29iXpZxagJNvGlz48PkH/1U9OI2eriTcOd9KnxSjNNAb/4+4h3qvtom0oyrMHm2gIhhBkeP7OZQBpSCc4RjvqxiVT+MzPj9Kdaj8qSgKxuIqYhLbOKBFUCj3WcY49HleZkmGfAJcNhxSe3tdECJV8t5UvXz6D+VMy+PeXq+iLxbEIIv5gjPfPdvP4dRdgT+Vc9P9j6fz5pqNjVhMkOUdD5b/T2Z9jZgoRsDG2DSNYMZEPpFgjejzt8AdigHPiS2VBZTAOVpPIFDlGi2Jk1gJxPa1aGZRHi6D6QqPVi9csK+XZI130qBZqusbzk2NmJxBEh1QXLd1gX5QbyeFr18wkHDtBzGSj0qFiFVRmZlv45akwMIgzu41LpmdxoL6XS2aOwiWXzMrlQNMgn710Bo/uamF7/RAr801E4skJ0ZwgimxYUYlgsrC+QOJf36kb+eW811XXNZ7ZdpYdjUGWTvGwvDyTW1efH3LIctu4Z/1UegaHeWxXE9G4wpP7Otk/NYsddX1YJpFkiMXiKMp43rQkidywvBSbdbSj1lhMvr0/wm8PtnHTyinkeqxYTAI3rSxBEDSGY6Pn/uJhP49tq8FsEiZAJSZJ4I5UF6yr5hWhajq5HgufvbiCcEznZzsa+OWemnEDCIC/P8GvD7Zx9cJcarr72d/Uy6YjbeO2X5Rp4TMp4bS6zjivn/Bz24WG879rXTE+t8D1S4v5+fZWTnT0sTYl83C8KcbrJ9r57GUTawHASC5X9Xexs8WoSF411ccdKys41Rzh39+o5v5LjMrffJ+FC3JzeWp7M9etyEdF49VjHbQNRSZAJJNZntfKRZV5vHG0EzRjdutzmDnePUR/PE6+00qB00ZDMMS452dE5DQF6VS3BPnx23UkxvQptsgib27rZEdLL50JI4go9NnSg5CiaLz6XgcnA0NcPjuXrTU9fPbDU8lyWXDYJaKSsS2LKvK9TbXMmenm2hVFiCIcrRvkyMAQta3DfOXXp/jnDTPJ8VjxSDJ9WoLKrL/PnrZ/VyaIAgnx74ulM5lpBLFoF5AT/3cs2iJUAunfrLIhgjZiqqJwrGdiCXYciWJTglPdhrMXUutYRJ2LZxrOuSVuXAsJjdvme9PrZmdnYjIbL2lNT4j6nlGnb0vJCxzrCHP5/EIW+yA8MEh9l4HzZnpdOBw2njo6QH3MwmP7e9nSaEw/p7hELq70sKWmn+1tMbbU9KKnIqn3W6Js98fZfraTeYVebp/vBHR+srOVl/Y3Gg1QxpjPYeauNeVsqe5hX0eCcp+VK+dkn1dDBgSElGLmnFwrajTMMzvr/mQD8c1HO3hkextRVefCci/3ry/jy5MoVwK8XdXLD7c1snlMj9pkUqW1J8Ceul4GIxP39capDh7bUc+rx4yEoiAI5HksCILIY9saePGQ4RBvWVnMlz4047xQSZbTwqdXltM5pPPo+w10B+MkFR2bBW5bVcyXr5jBxxYWUdsZ54mU9MGmo208uaOafY3dPP6pBXz5ivNvHzAGne3V/O5gKzXtMV4+6uf6VOS/bmo28wuzuXJOOT/f1sqW2hZeOFzDq8cml3gAuH3NFB68eCoPXlzJLSvLEAWR9xvbeHpfI/e9cIyBcAJNM5q4PLGrjl/taWdgCL599VxWV2RPgEjOZ8/saqZPMaSQRxLJN66YQqXHSWcoRn8yxr1rKsb1m7WnKtCcKWmFN0938E5rFx6PiVlZLpbn+AiFFE4EB3mrqSPdijIeVdPPlCgKnAoO8ZtTrfxoex3PHWvhpcNtKIrRBOeHNy5geoYTFZ3dfX38dFcj22t7eehD00jGjee4Mxzj9YYOXjluPB8jVb4tA/8H6fxpE0AQ/ybNtP4yO2fAKUj8CHQNBBFbYgFWVFIgBJquMyiPcnBFSeR0cnzDhXyLRo6sciJspq03iUtQGE5RMuOawG+3nCQry8PnPzqP2351lKAm8+juVqrbB7koS2F7yM03r13Avc8fIaZL3P7Lfbxy/xoyXVZuXVlGJDBMTdTCEssgm4Mqg4rEt96p5ZlPL0Mwmbnu0kVEkofoD4YpcQi0hHUqMm009EfZUjfEdaunI1hsXFwk84PfbkP05nD10nJQkoQH+vjJ/h7WlbvZ26mwfmomC20BPv2L3Xz1E4uozBk9V0EQ2LB2Dge7jrG9YYhX91UjiDKCxc6n14wXnRIEgdvWz8LlcjEcCvPYLsORnuoI8oPrLhjXzWqsbVxehijLhGMJdh3sovRIC60BhUtn5U6AOCaTVRBFgUe2NrKvaXDSiPS6JSWIgjBhALlkZg77m/rx90fpG46T7bJ8oK49gEmGnfV+fvR+DUMRBassc+faYgp9BmYfjuv8fEcjv9xTjSTCzSuKsciwsjyX3x1qSzvv89mda4oQBIXBsMpTu1rYdLw+rdJ5pL2PE+29mI/oHGrt42NzS1lRnp3u1zuZ+RxmHrrU4KS39MboCyhcM38KVZ1B9jX1selwG3dcWM6ls3Lxh4J0DsZ4r66DvGyB5+9Y8mcxVWJxjb5hwwHPK/SknbrHZsJntUIgRFXvMFcvLhx37unCq9SMbW1FNlvP9DIcUajqG2ZhgZdnD7Vwx4oyFji9BIUklV4HJ7qCbDrcxt1rKxBFgYW5Xva7+vFaTNy9upxKp4vPP3OSL358GjMK3MzM9PBaveHMizxWsiULX3nhFHk5Vk42Bci2WJhis1PVGGBgcQKnKNGtwpTM/0va/kkTJRGTqpIYCfL/u2iY59pk+9dJzzDNgk4sNU6F46AwerM9Hif5kQFORUYrcjvjIj63A8JGVGMRdIZ1yDGp9CQl9tW0U3VyiOvLRVwmgWAc6ntjHO9JsjtbYF9vkC9fauXGJYU8dbCLlkCS+5/ZzeJCFx/OGKZhMMaengRVnTCoSPjsMl/96ChLx2vS0GIhflNnROXrK7zcv2YKj25v5JKZ2WRYRT6RE+Yf3+1nR1scaMPhdHD3xTMZCIRx5HZz6axcVlR188m5mXz2V/vY16WRfP00v75zxbjLlOW288gNS3jxYBO9XT08fcKgzDnt1gmQy9jCJFGW2VPbzfa6AZ7b08BDl84AQZjgREZ0/6v9A5xoG+JMV5ij7RMZF2O3r+s67f3DvHGymw1Lirlr9RQ6AzE+e9FEzX2jcUkZ4hgxLFWD96p6ONwywOGWAYqzbB/IeNF1ndb+OG+damd+cQbLyrLRdZWf7mogwzlamWs3wx2ri8hykU7C3766goffaeDpvdVpJs+521Y1A893WszEEjLPH6zm3jWVfHlMMnjjkiKGQkla++MsLPYhihgNWM5Jep/PXj7q55XTTWxcWE5llpe1M3xcu7iYeELnD6e62d3Qy/IyI1fU0Bnhyh/u45Hr5zLtPO0Ux1oopT5Z3x2iqSuMr8KMrkFPyHg/ch0WalvC9ARi5KRkxUdmilqKTbW3tZ+zA0Hm5Bj5nmAoyWfXV/LJBUXsONNLYzCMVRS5aUnJuMHbr0RpGA7TMBxmXpmX412DvN7QzrSTTu67qBKvKuORZNwWE22BKJvPtLGveYBCm42FBV6K8+xsa+2lpSbCrMMeAqkWh/X/p4f/Z5iuE5PHRDB/Z1DOOBtzaIogpzFFXcD4OzVIdA1F2FDh5VRNbNzqfeE4XlljSBHp00xc4EygCiI9SRgUDOx+pz9Oe8KEVYKQakxh584oZe1cjblDp3msxc6Ni3JpbO9nb0ecfR1xDufJ7OsRyXcIdIZ1ij1mnr1jxbjkWX//IAe6DGe/tNDB969fzEu7zrK9aZjlVV2Ury7lV4c72dGmsnSKh3l5NsLDwwyEEykJZGNbFWud6MkE5V4L+7qiRGLxCXg+pBztiiK+8bLBnlhamsE1i4ro7h/i1ZM9bFhaOoHR8dBlM1ETCY60R0AQae/s5tdHexBFkU+vmUqWa3QA1XWdP57pYGf9AHeuLsXjtJ8XTlA1jURS5aXDRqJWFAUUVaV5IMqh5gEumDJeXqArEOPJrQ2YTSL3rjdwa1kSuGlFCaKkIwrCB8Isuq4TjOq8sN/PL3bXsGZqNgeaellW5pnQNEUQBMIJgf5hSNUIYTEZxVlZ7snbIDb1Jnhuj5871xZRmGHmtguLyM8Yn8TtHIrz2wNtDIbg3WoDwlkzLfO8TVsauuO8c6Z9nJja3NxM5udnIogqb1S1sKIsi6Sik2EXeOBDpZQXmbhsdi5/PN3Nywe7qB8c4tvvnOWpW5aw/0yQPa3dXLu4iPK88ZGv1SLyb1fP4a5fHySiqDz40jHeeGA19S1hSjxOfF4TpRlOXj7dhiTpFGbbuGlVKU5ZYkhR8aQgnZtXlWKzSExx2vjC5pM0BMPoQGmug5/cvIANP9vHcFLllWPt3DqmIOzm1aXooo6i6NxyYSkAHrdBp9U0nfc7ewioClZR4r61FXxicRGf+9VxTvUGaI9GkSS4c3UZVrPRMvOX7zae91n4S+1/n8MXQERHnfDD3yHMM8ZkXcVoCWxEac54mM6UqFquXUKLhDj3donJBEOKnOpwpVMbFgilYJ1L5xZztqWHthSvMqbC0iluVlTm8NFSC1vqBvneWYHjIQ3VEuGnd67niT+c4ETrAFEtJc8qGCNPSYY17ex1XUcfHuS5XQ0c7h859gTEI1wyp4ADbcNcMjsf0WRBzCwA2piXZ6XO38eOdgW708E966aiaxp9/QO8fHqADUtLycjOhGo/x9rDk0olAAgWO66MTCDCioosEsMDfPHVana1RtJ6+OOWFwRuWz8TXZJRFIXfnujjyT2Gs3I6rNw7pgOWIAhcv6ICs8XKhiXjxct0Xac7EOW3B1r51PJSYskkmw/7+fC8/HGJWkmSuLAym59ubxjXynDzYT/PHWgGDMnhkePM81onNAyHVG9UFWxm4z4kVajvTqDqCp+9qJKPLSxMN9qwm8yc7UjwmwMN3LDM2OfvT7Xx1J5qMl2kIaIin5nPnAcuevtUG88dqKGmp58nblxAWfZoEnfEfrG9jaf313DnqgruW1+JLAoTCqNGLKHAU9tb+d3xOkwyXLugFJddpKq3nxOd/aya5mVBQSb7mvr46kvV9EYifOeTs9PHeu96J6sqsvnBe9V87cpZKIrO6yfa2XSmiS1nelhWlsGDV1SS6TATT+jYrCIrZmTwxIbFPLjpKP5AlNufPsTSskx2dnQzK8vDrReWUJRp43hdgJdO+VHR01BOMGmMjCOzt29sPkNIV1PnYvw/o9DNhspinj7TTFgZT8s0YKvx93HkHv9+bwcDMWP20R2K47abKPLYWeTKoGUgTKbDzOG2IS6dk5dexyOZ6NUSTJ2kb+5fav/rHL4gYmDj59oHlN3/PVh8zHikaQIe4nRiOPzhpIoeCwOe9DLZJpXOpMyKQhs3+3p56LSNUKrpyRSflc+uK+OeJ+roSthxmwWCCZ0V5Vl8qlzkwc3H2TdoIt9hBXQEScLnMGNNhDjUbTz8qyp8PLSmmMd2NPPVj86mt93Py1VDfHJBHn2nDvNmrZral429HVE2nexFj0XY3hhk+elO3HNi6LrG7UtyqOoMsbddYd1UHxdXZvDT7fVcMz+HTfsb+e6eXgRR4qo52bxxsovWgGJom6xbh75/P6TaVQqFhQg1NXx67QycDgfXLCriqfdPsas1wpISN+G4ct6ZQTKR4Bf7O7nzwjIeuLgSdLhuyWj5+8iUPtttSxd3jf2tsTvE1986w+6GfixmmXBM4fEdjSCJ4/ru3rpilG4pjGHLXL+smJiiIImjOH48qSOKBvvmXGvqjbPpsJ/bLywm12PBJMGexnae3tPArSsqeftENzeuMJx7NAFvn27jqd1G85K711Zw4wqj2nayaF7XdWo747xzxp/qbmXhhmXF7KwZMBg8KWwaoL4zxm8OGJH/rNwsFhb1c92ywnE5lsnMYhK4Y20xJpNKbyDJ748M0R4Z4Npl+VhTdNOblms8tqWJd850MBCL8a13qnnhzlH4bF6JO125e7x+GASNJSU+DrUOUDcYwGYV6R9KEo3p/NPHp1GcbWPd/Cw+3lDEswebONY+RIHLhk2SqOoz9JDuWlPObacPAzA0nEQYmUmncNWzzUM8ta2Fqxbm8fbxLrqVGAgCA0Nx3tzWxZvNnegieG2mcbO/xo4Qj71r1FQsmuFFHqO++YtDTYTRyDCbyHVaWT89B4tZZGdvL0FVocLl4NMzptDRG0s/vyOQTl33ePbcX8P+1zn8ZGAIVRjj3P9eMPw/YYkxdDFJ0BmSHIxMU8IJOB4a78hEWYIkJKMRvlljIaYb55xrg1VZGs/tOIsiGeuUekw4TRAa6OO5vVH2DRoDw9LKPIIxhc+syOOJP55K0TFTbBtTmEffr+X+i6byx2MNREJhHjsWYl/TIErSQksoQkW2g5/fvJgtVd1cs6iInr5+9reFuCBX4gubT7OzNcracjd7W8OsKPUwN9/Fa4ebeHx/DwgCG1bPQHRlcO3iYl7c30hrQGH99GxuXllGPKmw9a4vc/KSj3Hbmqlkex1omk6G3cSdF5bTORjiWKcBcYmCwE+21uOwyJNG+eZUbwS7WRoXifUE4/xmfwsryzPZ09jPLavGR6xJRUcQdN463cnuBkPYbOPSEp7clppynzNpNJsErl9WjNMmjnO2mU4LX7h8dMaiaTpVHXG2VPm5fY0xm+gcSvDC/jZuXlnMe2fb+fnuGnwug54pCAI3Li9GFqFzSOWRLdVYTIZzHwzH0TVDH38ySui5punwmwN+njtQw67aAR771HzyvRZ+evN8Nh3xjzvu1477eXp/DZluAUWFY/4+frW7HZ9L5rolxeR5zOdNqma7LESjIs8fqueCokGO+gcQJZUvXjGDgYDC/lNhqjqHGIjFKMt08PWrZ6aveTCkkuGW0jmP10+0s+l0C5eWFzA/38u8Yg+qpvNKlZGUn3XCzvWLSvG4JOZkZDA/b4DFFT52nukjqqp4bSY+PD+P4ZBCOJKiSVpFHKLR09ZtNt6dn77fxOt1HWiSRqbXRHdfDJtJpLplmF8cbaAnGcchSzxx/cJx8Oarx9t5pcbPCf8gP7lxIbPLRgOzf//YbD7/uxOEEyrVA8P8bl8r//Lx2cwpcNFYE0ZRNPr6E7zZ0El+ttXI4/yftMKfbyZBQRPHyA3/vdAyJ93/6HcFDpH2sAaIBBMQxIKMhoJIRIWT0fFNRdwmCCbg8IAAjNJQZVHgN7UJoJ87VpTiG4iTb47zm1NB9nYkWFlopcip4g9pHGsd5JXPrOSZd4/y+OEh7lxZzIMXVaBrGofqOtnXHqXtjVoaB2IsLrRT4pbZ0RjkrgvLMduHuXt1Ke+e6mDjslIy7CZ+s7ObHY0B2obiNA7EWD89i69+dDZ/PN1BcDjEoztbWF7q4YGLKtiwuBi3xdCN/92BFi6fV4QoG7in1ybTMRxne90AL9rb8bid3LmmnKauYX5f1c11S4p58ZCf/c0B1k/P5suXT2Vbbf+kEW08qXPRzAJOtIe4akHhuN82HW7jR1vrONwyyO6GPuwWKZWQNZhSZztibDnbztUXFGAzj2rh37GmDK9D5vqlJRP21x8SGI5CJAZeuyFaNvFRENhV5+fxHTW47QJ3XFjOi4faeHx7NVYTfGp5MZI4PkL3Ocx8Zn0FfaEERT6JK+cWkVB0fr3fzy/31vOFS0elCKraDDrlPRcVk+0az0ySRIF71hdT1zvA3sZeXj3m5zPrK9JKn5GYzu6qCEc7Ovn44jwcNiEt6iWJUN8Z51cHa2juSlCYaeL2tVMmhXXcDoH7LptCRZGMvz/KUf8AqgZDQYXdp4b5xaGzVPUa0hg/2LCAgUCSb79ew6qyLF453MUDV5RRkW9g9fddVkZWhkxrd4z3Gof48II8Pr6wCEEUsFtFZvo8PPD0CSpLrQQCKie6Anx4YT5fumQG//DqcYaiSTYf8vOPH5rOvGluzpwYwm6WCKd62oZSyY6cLAvUQdNgmKq+YbKtFi6cksX2+j78ySh2SSSsqDzyxzpmFHqM2WNSY8OSYk50BthZ18u//6GKJ24eVVX1WS1YoxI1MSMBe6Y7QE8gxnSbG6fQy6nuYS4o9fFgcWU6jzMirVCZ/X9qmX/SXEuWIh04jXreEgPDqY7+f+73H7TOn1p2BEqa+JsE4/IKI0fgNEEoCfqYtoxZDpkrZ2Twh5oBOkPGWguKXMiSSJnXSsdwgoauQaIqeGwyGxYVg65ypqWPvX4jQl9S4iGWUJiR4yARF4EgUzIs7G2PceeFZbx7qoPWwRjP7W1GcnqBIexWQzLYPxAjmNARbcPctKSQ77xTw+F2Y7vrp2dzz7oKvDaZf3/jDM/sbyWu6jx06XSuXz2dwx0xdtQPpF9kn8PMveun0R+Kc7onya76PtbOyMPnMKOqGr8+1MEv9zYTVbRxeLbHbuGfdj/Pv+59HtOOmQjf/hZvKwX88P16zLLEp1aUYreZ082/pxdM1GFXVJ2zHXEe/kMNB5v7JrBJNiwuRtUEPjw3h/ere9Kl+idbE2yrbSOhKPx0Zz0O63h9+ly3hfvWT2yAIQDbavw8ubOGg80D/PC6BZRkTk6BvHFFCRaTwCcuKGJ/XYKBsMJ96yq5dnHRB0boWU4zd6wuZ9fZOE/vaWDDklysZrhh+ejg8MYJP7/cV0OWR0jj4q19cX61p5U71paQ77Xw2KcWpJuJj7WkqvP2KT+/PVZHXzCJWRLRdZ1Mp4X7L65gZ9UgdT0BVF3l8Z1NuB1GZXEsrqEz0hXKiE7Lcqzcm2MwpooybSwqyOTrL9eS1NRxzt7nMPOTdxp59nADh1v7Odo+SHs0wM9vXYzPYSbLZeG+iyoZCCcoL7ClB96vXWXMCh5+s4a9vd3s7QWfxcKtKwxxvtb2MB6TiaCaRFF0/rivB5dTTtcE/GpHM4OKgiMFGy7I8pAvW8l3WhEK4FhHgJ9va6K2e5gZWU6q+0IUuKwc9g+moa+X3mvl6SPNfP2aWfT1x9nfMsC/b6pC0gW++MkZ5GRamFru4kRVgEyLiQPNg9z85EEuKPWm8wTNHRHaA1E+PD8fn8Ocllb4W7B0/n4xjv+q+fIodadarKW+yrYbUzavTeaSVA/NymwnxRk2KjKN2UCxy1hnarYRSRd4rMwrdFPksTD2MtlkkZ9smMfiQiP6yHGaKc6wsenu5dy+vAQQMacWn57jwGs1HiYVKPJauWl5CQ9cVMF7n1/Ll6+YwcfnG9W1F8/MZXGqQcPHLygm2+ukM6TitkpsXFzMivIsDrcEKM/38uu7VnLJLGO9j84r4OMLpuCyWbnr4jmsLM/krjXlLC718cKRLp7c1YzD5eLLV8zg6duW85UrZnDvukquXlgEGC/mrRdO5StXzOCWVeW0D8T5h5dO8uzeZkREznSHaRmKs6oykwcv/n/svWV0XFey/v1rJjEzW5IhhsRxEtsxQxxmZnDskMMwM3fo3pl7hzHJTBjsOIkTx5Q4jiExkyxbspjV3WpBt5pRDef9cKSWZMmO58J6/2vW1FpeltR9ztmHateueup5SqIvaDAMdu+QuIY40aXEafnDHRfxyory6PeGLDlGxR9un85LV5RFRbxlMikK+XDM0dg9wK++aqXPEWD73U8z++E3WPvZQRSrHkV67bXckhjhzotLcPjCKOSyc2q0ghiR7m02cqzDEuWZH2kOnwSrG9RykSwsSsNbZ+DPe8S0yRAKpcnk5/c7Ws7ZxCXSHOcxvyyVE3ozX54WUw7tfX5+/VXLqE7nIaeeEqPkQKuRD4604PIJvLrLQO8IPdfxTCqFyi4jbx1s5NvGPp5cPDx2uztCcUIyc4tTWDrYfAci7cJbh5v4tMJIa4+Pv+3p4KYLc8Zcv3idlGdW5PPKinIGQgJvHW5mw2CTWWefjz/ubqC2z0p+unIUQue7U05+sqGRjl7fmPEm6ZSsXlDMMYOFTY3tDIRDTMtI5AcrJhIOSAiHBVYtKeDZJWXR7tIKg433D7UzMIIjauianTnme+fksbQwHa1chjUQoMHkJEmnZFdLHwa/l1SNCrc/yBfVRt442IZWKeoKu0JiZO8aLNru7bDQHfKzvbmX4pQYLi9OweDy0uH1EgnD1LR4/vP6C3hpeVn0vD+uN9Dq8fDvm+uZkZfAA5cU0Gny8FmjkQ+PdCCXS3n6ygk8s2gCj15UTFaMmga7i2qTg7tm5vHUohJaLW5anG5+sqVWPKEhaoVzPgX/Pfuni/BDEjUKtRacbqZkx3PV1EwWlaXw8bFuQhEYCAeh1UmL2cvKy0uIhCNcGgxxusuBweVgYXkmN89URqMIq2eAdw+209Xvx+T08Ysbp5AdryNBE8+bB5v4ybUTUckUrD1ixB8Wb9T9c4pI0CoxO4O8e7iVvCQNequPmy7KHW5C6R/A5YP75pWSkxrPzRfl4gsIbKsxRpd2x4xuvms0o5Ap8QfhlgsLcHjFLr9nV0whNzWeG2bksPaInj/vaeKSwlSOtvczvyyVmy/KQaGQIQHumz0MIRuKcB+YW0SMWhE9z2WTcnj9WwMKWZDjnRZyEnQi50l+QvTFHvmitfYFabaIEYhGOVwzOXd0qmL1GUXRR+YVkKCVc+vFubyxV+RyP6Hv5z9vu4Kn6nq5eWYu6CbB+vWkH9xFUvmV/PXbBhK0Z1dAqmzzs73WyH2zc7ltZi7qQaKtMx3FjjoD7x1pID1hGM0ik8LK+bkk6oZx7IIg8OdvWnnvaCM6tYRHLi8ahakfaUk6JX+4dXT0/NFRI28ebCRGI4miXwRBwO0V0KolPDI/lwQdWFwh3jzQiDcQJCdFwX1zzi51eP/cPHTqsc1cCpmE2j4LB1otPP9JLW/cP4O0OBUPXJ6LViXWGF7d2cHbR5qJ18l4fFExkYjA6Q4P37Z0c++cfNLixAnQ4gqQn6aMPo8fHzNQ2WXl8pJU7p9dQLPezzt7O3hwfgGn+/v4tKaN2l4br90zg/w0zZhxzylM4UhxPynxCna2mVh70EC/NczjywqZmB/DU0tK6HP6qTI6aOx3UtvuYsXxg/zujilMLzy7klaMUkGMXIk3FCZBqaCnP8DpTjv3zMnn21oztf0O1lcaWFaUzozMhCg7avQODubKkxLEa31xXiJNLW6qvQ7umpVHcpyKRLmCrU3d/PGLZoQYWDZFXKX++rap/HxbHTGCnHWn9Ly4vIxJxXFUnrQjlYDTFeS9zzs45OgnTa3C5PaTG6+hps+J3RFk2fR0JmfHYWzxcUG2mPuPonT+pWn7/RYOQ0pMHPS5Kc+I5dH5xbSbBzjSZqe2p5+H5hTy5KISIoKEjr4QX9a2c0lhMtUmRzRdcSae+/rpBTyxrpL6XitbTnWxZkkpp7os7G8x887+eNr7HRxuM/PEwpJRzrHXESA9QcHSSelsON6F2SlgsgXISlSxoULM2caoRWdjdQm09g4QGGR9i1Mr+NnV09heaMDpC/Pa3hYuLUxlQ6WZRJ18kOZXdB73XJaH2RkhHAlzcUEcF+Wk8slxI/ePcPRn2pmO+e39Haw91sI9lxTy7JJyFpWlsa+lb1xCLYBv6ozUmPpZUJbKXZfkc6zZz8F241md1NksOUbFqkFn+/DlORxq6eNYh5ktp0zRyREQ2SslAg/OzSVWPT4CZci214oO1uYOEa+V8/iS8cd0xyyxEDqWm3/0tZFIJKxalEtagoSp6Sn86LNmnlyaT2aiilBYIBwGlfLsItuPzM8lXifh9lnDx3F5Bb495abB3ssjC/KjzWJxGjntPQH+tKcRrWqs1OGROhe7mrp5bGnBuBOeTiPhqeX5NPRZOdJhYWOlkVULikmJUfH4omKR/TEhgQuzk7jiAtHxDQQFPjxo4LPaNjQqKQ/NFWUqUwY7f5sMHt7c085Ns7LQaaTceWkeMUo5n1e28lltO7E6GQ/NL6DaZGd/i5mv6kysThPH1t7j5b19naxaUshHB7o40GphzeIE7ru4kMMtFppsLia1aZiYX0K/bQC1XMbaVbP4/ISRzRUmWp1Ofre7mQ8fHp9PJxwW+GSXkTqLnXtm5nOoqZ9Wp5v/+KqewpgY5mWkEIqEuawsGacjzDdtvdHUnk4mxR6OEDsogLJyQTGJMUoWFaWw8tVKQKzBrF15Cf3uAN4PQuzrsBB0C1FY5sSceNavugyrZ4CZIyb53AyRwK3T5GZdayc+aQRVTjwvryhncVkaj71bSbPDzTtHO1izuIQLJyRGt3UMpnSa/9V49f0Wjkgx2cV88xAXxfYaA7U9/YOfCzy3rIxQGH6+VVStt7pDXFKQxI+unjSuY/jqtJH6Xuvg9nC6M0AgFOaJhSXYPGK34QWZyQSCYoPLEItg+giKWo1Szt/2NZCdKOfxRcXcPycXnUrUNvUFBCrb/Pz94GmO6824fEEGQuDxw5plhcSoJcRr5SyZlB7FX/sHxAWfWikhJUZJglbO6/taeHpxOZ+f6GN9ZWO0Jf58LH6wPnTa6ODuiybyZXUvjywY31G6fRFumJ6NRik6yxilgm3VrXxwfHwndb6WqFOSEx9LR5uejMPfweV5Iizzk09g3z74059GOdPaTi/rjxl5Ymk+GQkjhKsX5ZEcJ8HiCPLWoUbSEsYf07lWI6daPXxZ08XqJSJyJyNexKb//usWPqpsJidVxmMLiznW6GFzVRfPXllAevz41A1pcSqeWDT6OFq1hHpbL3870ERCjDSaqnhycTEVLXaa+xxcnJsyahtBENhWY2JtZQupieIKJxQSOFDt4IC+l4cX5JORoCZJp+S1e2aMm6OXSKDWYqOyyxp1fGqVlKdWFFKUI65sdx23sae5h5dvLCFJp+T9g3rWnWojLlbOE4uHV2jXzUin0+lg8cQ0knRK/nTH2LrAJ8cMvF/ZRmKCnGWT02h1OLh2ejZbKk002VzMnyAin4LBCL9b28Yxt5m/PzyDVQuKWVyexn98Wc+Prz07n45EAp83Gmi0uXA1BfnVjVN5+3A7WTo1H1XqyYxR0+32I2uS8rs7p1JWEBMdn2dQ19gVHGbLXFKSzn9tqqcPMa3W3u/BahugptlOhdFGUCoixUaxZQ5EaGl309DswlkWJD9dy4qJGbz6dQsO7wA+qXgchzPEsgnpuFxBnB7RqV+cn8jtF+Wx77CF13a08tjy4mFSt/99kM4/n8MPRSLEKcS8/JBK/O2zctlTbxYLQh1OTrTZ2d9i4b452bRZHBxoMYMZ3tlrJFEn58F5ox3dXZfm4h0IIZXAjTPyefM7A+srW3hlRTnLJqZSb7KTnxzDmwdaSImVMz0jiy1VBp5ank9qrBKpVMI9g5wmS8qyCYYEUmKU0TTCQEjgSGcXx/Vm5pemYnUJbKwWoX8lmQpWLyhmxeRs1h81RGF831Z72N3UxbMrRIc0lBa46cIc3H7IS5Nw/fQcnJ4IcbrvL9U8NLeQY612justqJVNHGk3E6uVcFluBgc6urnrsuFrcrTRy65GE89fNYzQeHJZLlkpY1MMAL5AhIEgxMecexwyqYQYlRR5JMzCdX+B3zwHMhmUlxPe+AVHBjI5+FUzDw8iQ76q7WLtiWayUmSjGoWGqBKsngFS4xXnXA2MtEhEoE7vZU9LN0bzAJ9WtZOcIBtFeXD/5XnoNMPnebizm0+qWgiGgyTHKqMTxPeZXCZh5cJ8EmOlY8Z3qMPC6V4rnxw1su1UN08sF5W1JBIJT19ZQE76sLBJOCKw5XQXG+s7OGW08sYDIkLkbJOZVCphzYpCslJHi6Pkpai595ICNGop3zQZ2VhnICFewg+uncgTywpJT1EwpzCFn2yoZ+WiArKTNXxT28txg5VvanspSYsd95gPLyxAp5Nx16V5/GZTE5VdNn6w4TS/vOUCtOph5FNFnY0tpk7cQoifbK5h7cOXMiFjfBWtM8/n9hm5/PLbekxOP3/f38af75xBMBjhZLuDepsTrUxGndXJdy2WUVxFZwqg1LbZWf1+JfqAWIcoStFxw8QcVr9+AqskgGNQoertB4Ypm0822HhtVwstNjftHi8F1VoSg0r+dKyJ/kCQB2YVsGpuEScNdo52WvmyrptTdfYo/fLskmQ6jB5+u78RMwF0sVLiBlM6I6Gf/1v2T+fwhYiA2T0U4XtweyNUNgS4MD+BiCBQabDy79saOWWy4A2GKE2NRSUo6fN6cXhDrKtoJVY7HBEOBAWMfUFiVHLKk5N457tO7rg0k/z0Ifk6PZVGCzML4nluqVjM+eCQnnWVzWjUEdweCY8tzScvRc1tFxXybZWbD4+0o5BKWLmwkLQ4FUq5hMcW55EaLzoSl08gM0mKXAZXTs4mMCDw4SEDbx5qQquW8uTiYk52d7O2opncVFk0Ohwac0osrJiUzX9uaiYsSHjpmmJyktVnvWYgOslX757OhhNGlk9KY1tVEssnZvG33Xo2nG5BqRi+JjXmHtafbKYgYziPnhqrOisXzPYKK38/0MSvbp/M9Pz4cb8zZGuWFpGVrET5nydghOOMhAS2bmjk46pWqoxW/nLXDB6an0+cbqzDHHlO/8hqw+sXeGevno31bdwwJZfpmUksKU8b9Z0z9/nAvHy0aiktXT7ePNxMSsLwNem2+nl3fycPzMsnM3Hs9T/b+IYQPC1dPt451opMLiCEJTy6pHDMdVYppdx0cSZ723uoMFqj6JFIRNS/lY1TaxjvuHZniO0HLbQPOIiNFSdmuULcNjNJzVNLSvjRpzWsrexEIovw0xsn88TyItKSldw+Djx1yFJiVTy+sJiDp6xIZAJliXEc1VvZWdvLo/OLkEgk9NsG+OUXjbgFsXg6KfPcz8iZ1uZ0ExAiqKVSDrRaotdg5aVF/Od39fT5AmTFqqPCMUM2pGkbO0it8GmFEX1AhF/ecFE2zywt478+a+CoU1zdz8xLpDw5FmFEl+S6I3p2GvsAmF2czO2z8rjjL0foDwTJT9Ly6MIi9h03s8vWyz2z8lgxMZNvj5kBMbpfXJrOmg9OYmaoUC/BOcSlY/5XSud7LRIRiJWLS+v8JB0RAXY1mfi4qpXC+Dhm5ibx9NISThpS0PcF2FDVTppOQ5/Hx+WlSVGnPWQOT4T3DhjYWNvKJfkpHO20kJMmZ3ZeBn/c3s7dc7PwB0N0WQboEUL4pke4d3YeGqUEqyvIx1UtZKfJeHJxCVoVNFh7eP+oGL3r1HKeWS4ukUe+hEk6eOGKMgIDAtsO2/m2rYWkBAmr5xVz1yD87mxFuyF7f38nm+o7AZhcoI7myc9laXHiy3m4zsmpZg8Obwf3zsumKHt0NHjP7Lxox+S5LBQWsDnDfFzVQqPNxm92NLBu5SXn3CY7Wc3TS8dCHhVyCc9eVUij2cbBNgsPvnmC1+6Z8d9OHzV0uvmyzsQD84Yjcp1GwhPLCyjOVdBlHuBUt5VdDX2UnKPFvcPgw2IL8tjyAkpzNaOuydojet443IJSKeH5FcP1CLcnjFQKWs343d9Dz4LFFaA4S0Nnj4/1pzpJiBudUglHBOo7Xbx+oJl+v595JcNIpD0VNnY2mnjh+gmjNFZhWO93pGk1Upq8Nt493saNU3KYnJrANRdkjfqOQi4Z9X9avIoZyUm8tqOV1cuKkEWkxMbIx0wyggCbqrv4vMHAEwuKuVaRSYxfyU831LPmqhL0vV56BqPquSUprFpQjMsT4kClhRMWGw8tKBx3whyywcwM/kiEdJ2KySnxhEIRDrRZ6PMF0MpkmFx+/m3jaf569zBG3juU0hmkT1i1tISv6now+wOcaLHzo94aUtOUlCXF0Gh1Ew4LrD2pZ9vpbt598GJmFCXyzDUTaOh3UmN2cnFBEukJan5921T+tLeZn14/GZ1CwV8Pt6D3+XBUB1mztJRpE+OpPGrD6Qrytx2ttHvEAPWyomTum13Auj0dgxfurKf837Z/OoePIGAffHg6rR7idFKev6YAg8vOwTYL7Q6o7bZzYXoqnd16LsxNpNJg4/KSVNT+GLbX6rlyakb0oUiOk/LksgJKcxUsnTycQ3/1m3Y+qGhBoxY40mKlapArfmKBhtULiqNFuKQRmqTfVlvZWdPHjdNySI5RcffscztMhRxqrX1saxQd98sjdD6/L3otjI0nPy6WpDgZSyefnb52PNtW3cV3BiPfGSA9UTmGsvd8I+dmo5f/2tJMrErOpYVJ/PyGyd+7zZkWjgj4AxF0GhlpcSr+fOd0nv3kFMcNVj6rNPLUOJPDSLPYgsRoZahVw+kkQRB4a28nn9V1EDMC7SORSCjK0ESx4/kZqu+d1D4/2cW6qnZSkxVjVjj3zc3D7g4SDIejbfORiMCOI/0cM/Xx0o2l46Z/fP4wKqWUlFixoN3rCJCZoubOS0dH0g5XiL/t7OBAm2UUph3gsLGXT2o7yc5Q8dTSYc6gIzU2Pj9h5PnrJ5AeP+xElQopT15RTEaKkh5rgFqzne+azUzMGVYKe2JZCRKJBGNPgFaTh8IMLZuru9hQr0erkZEc0NItdbNycRHxGgUDAxE0ahk9dj+xcTKeXFTMA3PEz/7t41o+qu4kK11FYCCCacBLdpxaVGrTKTlea+O3extodXvY19jHnNIUnlw+Ydzr9fiyEhRKKSf1Nk6a7Px6YyOyOHj56nK6/F6OdFqJk8o51G7l3QPtPLdc7PeIDOV0Bqk1MhPVrHt0Fj/8ooauXh9fW3ugE9YsLuFGpZwZ6Qnc994x7KEgv9xRz4bVs8lO1vLBqktG1S5mlibxYekl0WdNM8iRZfYP8HmlkSeXTeB4m5UasxOfP8wdM3JIS1JH0XQJciWWYJCS/wOUzj8dDj8iCMRIxYciP1msRKbEqLh+Yh6JKhU3T8vhlpm5fNNg4rOaTkqSY5mWnsgPryzn69ZO6iwip/mQSaUSCtPFCLk4VZQC7OodoNcW4MFLC3G4Q1T12JiZm8Rj84vJVsbyp50t0Rd8JG747aMttDsd9Lr8vHxV2ZguSBCj4t3HbfxySyN2X5DHlxZw7cQcSpPiSFVo+Muuc2PBh6wn6KDT6eKk0c6uut4xn9udIXz+cTiHgCevKOK6STmUJcUzt0gsHLb3ePn5xobvxYiPtD2t3ezt6mJ3Wy/zStNG5STDEYHaDhd/3X3u8znV5OSH6+vo6BOjoNwUDX+//yJeuqKcu2efPZUA4PaG2XG4n19tbRx1DIlEwlMrinhuSdm4Dn3HYQu/39oyLpTzTFtzVTEvLh9fVCROpcTtDPP3A21sqBAx+VKphFa/jU9qO6N/G2nm/gE+2Griv7YMjzk9XsVTS0rGjCUhVs6TVxTxwrIyfnfrdLRyGT6/GK0+ML+AZQWZGPv8o859V3MPG+r1bKzsGnPsHrOfXkuA5IiKS/KSWDZldKCQHKMiTitne5uJrTVdSKUSXri+lOeXlnHVpEz0YRd/O9TKhgoDh6utvLy2BlO/jzf3tPPesQ7kEpGzSSaV8Px1pTw2v5hea4Blk9KZnBpHl9PPZ8dEzP/6o3pa3R5y4zU02d28e6xj3OsFkKhRMCMhgVhBQWlCDP1hPye77fxtXyuv3XsRd83II2aw3+NQsyV6PWIHBVDiBlM6Hm+IbmMAiQCmgJ9slYYZWfEsK89gaUE69bUupIMro5GN83FqBddNzMZqDfDyh9V09nkAUfrQ4QriGRQ0SdOqMPR6CYUFcmNE2Kre6yMpXsWtF+ShU4jjcEbE1FZn/78EUL7fIhJcQdEpjbxgn1R1YAsE6Hb7UctkTE1N5JL8ZCRAVa+NPY193HFhAX/aX0+8QoF5UJBiPPum0cS2JgNXFOcQo5Gxck4xjy4sRBqW8fMvGvmioQMhIvD08tHc6P9582R+vrWey7Oy+NlnDTx9VTHGngDbakysWlI4iPmGbxq7+aSmneR4EX45IVvHlnojbx9qp85iH5VPB3GSaDJ6+K6th9tnicXVhxcUglR8MM90aoGBCDuPWqm29rP8gnT2NPTx2NLC6NI/I0FFcZaOzXVGDrRZmJIbz0dH9LxzrJWEWPk5o2pBEHB7wsToZNxxSR6BUJiIwChIIoDTHeb1nR1sa9WjkA+fj8Hs44ODnTyysJC0eBX79X1satJTWqvhsbTh9Ne5hEKs9iBajQytWoox4uDdijYyUkevSvJSNTy5ZOx5hCMCn53Us9vYQ2qqYjQ0dBxLixvNLHmkxsa3rb08ukQstD5xRRElDdrBLl4BISLw8IJC4mPk4042bb0e1te30eF1k5yoOOdKKhQWmJCjoyxPPI9te3vZ3dbLD28uIztJTWmejr/ua6E4R8uj84sZGIhw28wcvIEQ3ZaxIuHv7+/kk1o909ITqOq1j8tzf+/cAjSDxdZwWOBUnYPaFgdVjQ6evKqYtBQR6fP2d+1sbjFSXq3jkUWF6LQy7r5MnKBr2xxsq+3G5Q2y9qQenVrGJUVJ1JqdhEJiEPLkihJiYmXY3QNMSIyhy+FnYWnqWa/DzqZe9nWLufEcjYasWDVPLhJXBMGAgGnAT6xUxgmjnb9918oPrpoYZct0DFIr2BxB/ranhWM2G5mxai7JS2JjbRd/3NZEQ7eL4lQdHiFMYbKWX944NXr8ToOHNz5vZ6+3jx6Pn7QUFUsmpPOn7c2kJSv5yQ2T+OB4J+qQlLWVery+MHZXkFStErN3AI83xO/ea6RV5eb3d08nViqj718CKOdngiCgk8khOHzBDBYfhck6pDL42XWT2HnEyqsHm2hzOZlVnMi9MwtoMfqIixnA4guwqcZEQVoMTy8bdtiRiIB/IIJKKWV6eiJzilKIj5PyyclOXllRHlVTevG6YuTKCE16Lwdq+vm6ppfHlxeRmaimJD2W9x+6mJ9vbOSDyjay05W0GwN8fLodfyhIaryauy7L44XriinMHU4n3HVZHgqFhItzkjmqt4xyFD5/mK8O9vO3Y400O5zIpJLoquLFFaMpW4PBCHUdLvbrzVjcA3x4sp3aXjuVJiupSYpRTnSocDh0rJWLComNkUdf2iHT93l5d18nKxeLedZGvYdXv2nj8WVFlOfH8OyyMsJhAdkZrJDxMTKeXF7IxObRee8PDnTy5tFWdBopTy8v5d45+WhUYwuzDQ0NOJ1OZs0ajeLw+MJsP2im0WPn6atKeHBeAQmx4zvX8UyIgE47lFv/x5KokYjAhgoDnzcYRAd3cQETcmKYkCM65J1HzOxo6Oalm8rO6siPd/fT4XWzoDQ1yqcOjGn0GhiIsGlPN7VOB2uuEqP/WqeNLxoNlFfquGFyDrfOzCVWN3zup5odvLevg6AQYae+h+y00Zq9a64sITtTzeWFKRxot4x7zZJ0SqYlJfKrzxt4+qoSdjT2sL29B4AL2xOiz9BDCwqJG5zU4tUKpsTG8eqOVp64ooR39nbweaORBy8t4PLUVPodAzy0uBClQkogGKHPGaAwU4dKLmNLYzczsxNptLnY02imNHOsGH19h6izMCU9Dq8vTJtTjLC3nTTxyV4DN1+cTYxWxldV3bgiYeq6RTnRoSs6VM9Qq6TIBpkuu11+NBopL11RzrYTJgwDPgbsEW66IJuMJDWJ2uGJUq2ScchlpsfvJydew71zC/jZR3Xs7uqDLtBo5eTHaEmVqnAKIQQEDlvEQnBeoobrZ2Tz6IkT9NoD/HhTDc5Bqc9/CaCchwmAa0BcsnVYxBv//oFONlQZuKE8lw++M4AU2lxOFpalMik+kd+daKTF4eSx+cU8vqCYQEAY49gqmxysPWhg9dJCtp7q4WCbhZVzikZpnwqCgL7bR7vVTYXRiiXo5ZjeSnqKMhpNSiQSnryiiPQUBdmKGDqkPh66tBBDT4APjndGo/eR+eAhmKG+z4vTHYo6ARBRRPs6eml2OJlfOpY+AKDZ6OadfZ3ccUkub3zbwZdtRtYsFukUFpalsXOQkGykjczTV7c62dXUw/3zxkIOPzqi592KNuJiZTyzvJSdzT1sbTVQ2qylPL8EhyvEjkNmOoJOHl443AgmlUooy4uJRqdD9vCiArRaKffMyY+OY2ZaEm/uaeORRUXR7Z1OJ9dffz1VVVWkpg5HfhqVFEPEyQeV7SjVEizmIE9ccW4KhpEml0v48S0TSdghx9DtH6WQNNJCocgoGtyhc3rhulKK87UkhdT8/LM6fnhrOamDAt/Hui181mCgpFI3LqIpHBa489I8FPLhzuDtB3r5rr2Pl24si55DX38ApVzKabuND0+JefBH5xfzyKIiEuIUXHtBFjsO9FHvtvP8dcPbHe228FWnicfmFTO9vIylE9JHnUdWsobV84v59GsTXfbRYjuRiMDxOhv7Ovo42ejgkNlCarqSl28sI/uoCgmSUc/QyOcnFBbY09bHhgYjsVoZz1wzgfwcLbkKDd95zew/ZSY/U0s4CO8e7SBWLefZFWVce2EGxzutXJqehEopPWstam9HHwd6LQDcOT2PclcMbTYvdvcAG+tMeANBJIKU/7hpCq/uayVbp8XqGUAnG2TLHGy8iotV8IMby3n601M02dw0dbiJUSj48XUTWbO+ih6Pn+9Om+lngGAkwg+uErH42ZkaLp+cwkcnDCyZmE5KrIo1V08g86QajUrKwZMWKqx2iuN0tDo9PLWohAfjC/i6sge9zcfOhl7mTExhY00Xk7PjaWofpEX+fw2HL5FIkoBPgAKgA7hVEATbGd+ZDrwOxCFSyvxCEIRP/ifHPeeYiBAjU2CO+ChIEXP4jywoQKeW8t2pfqrsVu6alRvtiH3ru3ZaHE5SNWqWT8ogVqlg06muMRHV/s4+NjXrKS3S8Ow1JcR+K6HD6OfWa8UUiscX5kCVlT/tb6SuX+za/eFVE/mmtncMbC1Jp+TKSZk88vYJGu1OXl5Rzh2z8pneGHvOSPTvu9tZV9XBKaMtysgXHyvnBzdNYGKVNkokdqZtPNnF+uoO0lMUPH1lMZOadFyQKkqxDRFTnc2CoQjvfNfBpmYxap0cn8g3jT08fbUYVT60sBCtRsbds0UHfddleShHrAzkcgmV5n4+rukkPnYsfTHAoWob37b2sHpZMenxap5ZLqZRvL4wKqWEdUcMbGw0kBA3nOKYNWsW9957LytXrmTjxo3RKE0qlbByURGJcQr6XQNsajZQmKdhTfZY6cGzWUqsChlSNtZ1kpumYeW8InTa4Velps3Bm3s6WHNVCUWZoxkNMxLVPLawhD/saGJTi5GJJ2OiY169rJiUJOW497iy3sYHh/Q8f92EUdfoiKmfT2r1ZKapeHp5KYGBCN8c7KPWZefhZYXkZA6vkEY62V65l4+q9eRna7n74nzUKhl3XZaPUiGuliRB2LynByN6Hls+XB9QKKQYcfNxrZ78HA1xAQUf1Rj45S2TWXdYz5bWLqakibBJmVRKapxqlCbAmebxhgiGBJ66uoQGvYvNFSaunZnNU0sn8KutDbR5PCwY5DkKBMLIpCBxSLn29weYmBnLqR47Xl+YJofrrFKKD8wvJChEaOpw0djmxBwMoPf5WDgljZeWl9Fj9fP+8U6O91qZnBLPJ1UGirJ00cYrdzBMV4+P7Xt76FX6mJAcQ5PNTZvbw/HDNmJjFDx/WSl/OyIKwyPAV6d7WLWgBFlYgscXZoIyjkvykqKBSkl2DD/IFsndth3vBsAWGOCJhcXcP0cMfIwmHya9n8+OG3n9vosoyxXf/z2HezFHBij5fxCH/zKwWxCE/5JIJC8P/v7SGd/xAvcKgtAskUiygBMSiWSHIAj2/+GxxzUBcIVHR/jpCWoemF3Ip4fFglBTr5tfDObgHl5QyOlusRFrX7OFg6dsHLH0IUiFaDUf4L65BdFGkTiVnOR4JR9WdjK9KRaPN5VPKwz0O4PU9TuYXzqMmBhPLEIQBH65sYFGu5OL8xKjjrokqyT6OQwvNUMhgYp6OxKZQEl8LEc6raOEKtIT1OfUQ31kUSGxMTJun5VHT5+f5nYvlXUOdht7UCml58wTO10hVi8tpDhfzEP/dnOTiK7IEPHgqbGjUSBDTsfpDuFyh4iNkfPiDaUUngFZHLJIRGBjpYHPGgykJA07LKt9gK/292EU3Dy8JD96/JH2s5/9jFmzZvH+++9z//33jxlDZ58Xo8mPwx0cVxzlXPbEFcWkJitRuxT8dEMdr9w8jJD6prGHzS1GSmq1PJk5/kQy8nlxuoLsPmamLeDivssLkEUkY6CRu1p72dRsZEKVjsdHQC/XXFWCdyBIXauLrn4f2ckaeuRe1p/WU5Cj5b5LC1AqxmIvHpxfSKxOzhXlGWzc1U1HyMXjy0t4dH4xerOXN3a1EoxE+OS0kdRk1WgqiMGVwtIJ6Tz0dgXtHg+/39XMv18/hfKaGJZPyWDtgU76+gNYXIFo7SccFrDZB0hMUEZTeHuO9vF5lRGFUkpAGabD7o3SEgwdZyjtYwvA3bMKuPPvR9D7vQQjES5Ijeelq8rYXtWD3TP+fUzSKbljah4PHzhOsyC+87nxGm6YkUVpZhxd/T42VXbR7fETQWD1vGJumZnL6zubsYfC6BQyDpyw8GF9B51+LzdOziJFpcTiH2BOUTIap4y3G9tpcXsoTdIh9Uow2n1sqDCQ4lfxbYcZZAJH9dYxk1J9h4N0lZpeqR9rIAgCxCjl7D7Si909gFoipdcb4C97mqMKWkPUCq1mz3k+redv/1OUznXA+4M/vw9cf+YXBEFoEgShefBnE9AHjF99+V8wQRDQSUV++KEIH6Cm1UkgIM7oE0eIIidoFFyRk82MzATmFCSTHC/OgWfS149E3Ow8bKbF4OXJRcVcUZ7J+qN61lV1Upin4ZUV5dwzrYA/fdlCv/vsiBaNSlxGXlaSPJbU66CZH31cG0UTeP1hPjqiZ21lJ1delM4rK8qZnp7ALzbVn/MYI8f+2EIxittaa2JTswGTz8ujc4vOuaLw+sJsP2Bm7SFDtNP22Wsm8OLyMm4aZNsczwRB4OuDvfzss7px0UrhsMCpJjt/3tWM3RfkhRtKRzEQAmjUMho9Dv52qJX9bRYeXzQchYZCEbr7/MhkCtauXcsLL7xAR0fHmHEk65RolTLeOdrOhgoDp5rtPPduNV39Yxkdx2wbo+KxhSWYJT421BtGIUTun1fIA5cUYOj10ecc//qPPOeIAHvbzfxlXwuv7WrllbU1NOhHqxk9vLCIV1aUc8elY1eD2akavtH3sPW0qOf74PxCXllRzoqJmXz+TTe/3NRAt9WH0xWMbtfe6cHY7UOpkNLsc/L2sfboOXxyzMDaKj0xOsUYTdpQWEAnF6GqhZk6fnvHNOZPSOXH107C6w3S3OZBHpEw4Iuw/pSeT44b0Pd5+fnndZxusbNpt4nfbR9GGDX7XXzXY2anvpfZ5cksLEuN0hIk6ZQsKkrl9W9aOFxv4d/Wn8buDfCHu6cztyiFgngdp80OfrO9kZ4+P6/vaz0rUictRQVxg30CUgkGh48vq8Tags8XIl+rQy2V0usJEKcZYssUi7augRCNAw46/V4uK0qi1+zHEhjg4rxEfnXjVJpcLurtLpRIaLJ6uHZGVvR5bfK52NZuosPp4fH5xWPep48O6zlk7kc9SDC4q7qXRr2Lj48bOGa14RcipKiVpKhUw2iqIW3r8ZT7/of2P43w0wVB6B78uQc4J+BbIpHMApRA61k+XwmsBMjLOzfk7qzHANyh0RE+QIW5H+tgN5vFEuRXWxt4ZFERiVoF9XYHJ7vtvPhpNdMLEqJ82Wez7wy9bGvpYmV6EfuP2ZAqYPXlxTw0V0S6vPJRDeurO6nrs/P3B2aOcegSiYQf3VxO4WEt2Qotf/qmiXtGqC0dNJpZV9VJXpZmMFL1MBAJs2ru8HLwBx/V8FF1J4nxCh4bh5t9PPN4Q9w0I4eTBhtHOq0slqadM+rVqKV04eLDU+3kZKpYUJDKltPd5Kl0/GZTEy/fVDbu9hKJhM6Qm88aDEyo0I1ZQTjdId7c08GXHV0oFVJWXl7E6jPOQaMWc705meoxL1GvRYz+bRofDy8s48UXX+S+++5j3cdfkZSgjjY0xejk/OCWciZU6LhlZi5v7G7j80YDBSe14yJ0AgMRIhEBjXq4IWpkFDpkSTolkSB8etpAfoY2GpELgsCBk/3s7TDz2PLhCS4hTsG/3V7OxBMxODxBvuo0MbE5lon5wwVItVTGpNh41h3u5K7LRouKDCFjrpuWjSAI0ckkMBCh3m1nbVUnds8AA74Ir9xcTmaShi+qulhb1UlWupqnr55AdoZ4HT3eEPfOzUetEknQhsAGQ7bvhJnNVSbunpfHzvpeVi4u4scrJvG3r9pQqSV80WykoErDU1dOICNNwx2X5PH6N628c7wdtUpKUCHw5oE24mPF9Nudl+bhD4bRaGSjWFsBTjXZefaTU7R5PNRbXBwwWJjSEc/1k7K5TJNMlcdGkkpBVa+DlbOLmHlB0pjJCUSaCo1GzmPzinll22n8kQhZMWquuCAdQRD49eYGql1iofaygiSunyYK4UglEBYAiYTwoG/N1KipMovfnZqdQE2DE7M9EM2/A0hlkujzWqjVkaRUUNPnZMnk9DHvw6ycRLbVdmPxDxCrlNNgdbOvw8wzV5Wg3iuhy+3HYwmxodpIVqqGZ5aWEieTD6Z0/n/QtJVIJLuAjHE++uHIXwRBECQSyVlhDRKJJBP4ELhPOMvUJQjCG8AbADNnzvxv9ZkJgkCMTE5/OEDBIA4/EhEYMEtIVilZNDENjyvM6wdbUcgllKjikcoFiuNiaHG6aal288qIBidBEAiGhOiy+XitjeNtYoVdoZDQ6XXy0Uk9K4oy+fNXLTx99QTWXFnC6W47x0cIJZxpyTEqkgMa/nCgCWPAi1o13AA05Oimpyfww/U1yBTwdXs3zxUPO9gnV5SQkao6Z1u72xti/4l+GrwO7ptbwIlqB1truvi3qyeyq8HM3ZflEYkIBAYbZM40iUQyyuH9ckMDnzUYmJmTSIXRRnG+9qzpoJEojTMtIU7O01cVU94YQzpqXvzgNC/eWEZa3Gjnc7YGr9RkJTaNj9cOtBAfK+fZZ59l06YtPPfyLym/6k7UHV9z2ayLWLBgwah9rFxcROI5uHV2Hupjd2svL91Yik6hIDZGftYxPHFFCWnJqlERuSDApqouPm80kpo8eruh/Vg9A8Trxo7B6Qqy/qiBrzpNKBWj02wqiZRlhRns3m+mM+xm1VJxMlEppTx7bSm5WRosjgBv1rYzqTqOVQuKWXOV6ORvG4TpPjq/GI83xBe7TLQEXDy6pHiMswc41mtlc2sXBq+Hym47fTY/bTYP1X0OHplTNIoNdmjSfGRxETqtjHvm5CORSEbVKT7dbuTrpl7+dM904lRy3J4QMTrR7Xxd30Obx8OcwmR+dv3kqFTmO5+180FjJ65BqoX5pamsWjy28P7lXhMHDBZeuXkiSToleo8XvxAhRiHD5Pbzh83N5KZrUWnFd3dKeixec5g/7WjmxWvL0UqlOMLi959YOoHEGCUuX5BWl4cslZo9p/vwl4XYY+rjkdkFBCrDGP1+Dg9i+ZN0SnoEP9aBIJeXpHBhRgKv7m7hjktFTL1MJmFfqxVbKEiMQoZrIERegobFE9NoaXJzss2BMejjwuwE6IJjbVasnoEoDv//F2oFQRCWnO0ziUTSK5FIMgVB6B506H1n+V4c8CXwQ0EQjvy3R3seJpVIcA81LljFGXnX0T7W1bXjCAfp8wb42bWTmVwTh2CW8ofmRto9bmbmJvLQlAJiNKNfxuoWB+9818nTVxdjsQX56fZa2tweZhcm89DlRfRbA3R2eWmzudne1k12hppH5xfz7iMzeXVXK/2uAbqtPjKTRvODDwxE+Lq5G2PAy+ziZG6Zmcvhqn621nbz7DVi4e4/vqhnXVUnq+cVj1l6ZyaqR+XOAdp7PLzzXTuPLSsmM0kjHqOhh82tRrRqGb5AmC2tXUxqi2XN4LaHq62sP6rnhetLyU0di/sd6fDWXFVCbraGq6dnRjuOW7rc/H1XG0+uKCEvTTvudmeaRCJhQm4sXT0B/v2bWlpdbhG5ch70DyB2hT68sJD4QbilTCbj3ffeY9qFM9kvz2Kyr4Wg38OCBQvOei7jWY3TzhfNRtQ7pLidYV64vnTUOY201DjVqFw7iAXjl24so+RkzKh7dbLBxgcH9Tx/fSnpCWpunJJDvFoxatv0VBUv3VjK1Pq4MZPBwVP9bKrqQqGWsLnRRHKiqHolk0lGTSQp8cNQ3tQ41ZhVk0oppcXv4r3KDo60WfnLndOZkDs6irxvTj4eXwiJAmbkJ9LV46O6z0GGTs3tl+aOS+iVFicWlIcsis4JRdjSaULv9/LbPQ2svnACn1QYeOmmMnJStNw1J49eq4+4WAWJWvE8wmGBPb3mqLOflZfIH26bTpxaQSQijAJTnOq3s6HeSHhDhLQkDQtLUymL76HR4WJOUTIBX5i3j7dTlhTLmsUlWPoHWHdKT1WVg8IsHd7wcNE2NU4EL/zqwwbSNCrkUgntbg8ZNhXXlGRid4TIi9Vh9Pup7XVFA7lbZubSanCj0ch477tO9nT3YXMP0NrhJjlJyUNLCulwuzlutJGmUaG3+/jFp/XU25xYggPMn5DKlYXptHS7OdzePypl9f+ipu0W4D7gvwb/33zmFyQSiRL4AvhAEITP/ofH+14LRwR0yOhnuNN2T2sfjnCQBI2Cy7NS+f2WZp67bgJ/+6aNdo+bBLmCCoONS0uSxzTa7G7pZXOrkYJTatoMPmotDrJi1fz7jVNI0inRyqRkparZfap3lKqSVi7HYg6yrb2LA/X9vPXgRWQlDzt9hUJCTqYaeuHigiQRgtfQw0fVnfgCITJT1dw+J4ekeAW3X3J+HPMfHOjkw1Od1JmdvPngTJISlPzg1jImnRp2QBqVbJRDOWg0s6W1i55Pvbx+30XjRn1DlpuqjU4UQ4Wp33/ZyIZ6AzGxMn5y4z9GnXC0x0Kry83c4hSumpz5D2070nkHg0GysnKZdf2THN72OyyLbqa2oekf2h8MrwD6HQHWn9LTs8HL6/deNIaLBsDrC6FRy8a8lGnx6jFNYTuaevmi2UjxKR3zC1J57etWnrq6ZFRKRyKRkJ+uY1V6MYFAGKt9ICrIUed28FVnN2sWl/BKUTnXTMnis6+7aA44owib86G7kMulPHXVBA61WWiwOdlY3cVLueWjQALCAJjNAb429PDKinKunZFJ9Yd2TG7/WVEy45kgCHx3vA//gJgnn5yVwLG+fra2m5hUE8dNU3LY9V0fp7udtDS6yUoV05cymYQ/3TuNH2+pZUJyDM+sKCNWKeezr42cstp44YYykmNU+P1hLs5OpMnmwuEJsbGhlfYuN3lxWhZNTePm6Tm8+GEVAI1WFzcqs3loXjYdJg9+ZZglk9L5zfaGocECUFFn5eMmA25CzMpPJC9dy/yMVN4/3okx6GNFcQYz1QlMzU2IvkNNLS5OdtoxBn3cOzOfa3SZ7K8302h3QzdMyIvlz3fOYMMJI/FhBRvrjbTZPFgCA+QlasjSathR14szEmLm4H4/3aXHHB6gOOV/v/Hqf1q0/S9gqUQiaQaWDP6ORCKZKZFI3hr8zq3APOB+iURyavDf9P/hcc9qUokEjzDUmuxBEAQmJsaSIFdg9wX5trOXLa1drD+sR3BIyInXMDVriJ1vbBbp/nmFvHxFOQMWqOmzU5oUg8nlZ+cgXUFNm4t2k5eHLi0cxWWi08pZc2Uxs/KSqOt3sHmw4AZgdwZxukNMjItncnI81wzKHK65qoRnF5fiH4jw2oFW/ry1Jdoqfz724PwCpqTGc6LLFo0U0uJUTNDE8ucvWwCihcRgMILdEeTB+YXMyEjgmMHGx0fHL4idaaFQJJo/VQ0Wo85srDofu//yAu67OB+FX8pvtzSeF2XEePbWW29x4Ywp3D6/jISkDJqqj3O8qvYf3s+Q01y1uIQZmQkcN9j48FAnvWZ/1CkCmPsDbNhh4tfbzm/MKxeLqZA7L81jb4eZ7YZu9rSOuxgG4MhpK//2cS0Gs9gpfu+cAl5YWsbtM0WhlORYFbs7e3nrWDtv72v7h8/xonxRPUo5qMW5fX8PP1h3GqtngPRUNc9dW8pLV4gryq9O9WBy+5meGY++24v5LEXqMy0YEthc3Y3R52P+hFTuujiPPJWOy4tTWDY5HbVKSrXdTovTTW68hiWT0vF4QzTqXWw92c1rd1/Ev998gUgLLZWwp7OXj2sN/G23WP5zukNsO9XNwbZ+Jk2I48XlZXiCIXYaenH7gxRkaJEMAtlnFSRy04U5hAMCXneYE0Y7W06ZiBlEZgxRKxw0WnATIjdBw9KcdFQBGZ/WGjEGfcwpSsbmGKDCYOdQQ3/0PE9abRiDPuaXpvLg3EKkgoRGu5tZ+UmsWVzCddOy+XBTJ9sqTBzSW6jqdbDoglQmJccS8gmsr9JjHmQGuGxCCkk6ZTSl02r5f4xaQRCEfmDxOH+vAB4e/HktsPZ/cpx/xCKCgA45/QyQn6wTI41WM/ZQkIwYNc9dUca8DiuXZCax8kglfYKftFgVL68Ynw8lQaMgK6Lh9YYaHOEgUzPimVeSwtJBmbSPjus50Gdm0oTY4aYgV5BgSGBCbix/u++iUcRKgiCw40Avx3r7SUhUUNvvYMfpXlpUXk477Dy0oJDQrAhlR2JobHfzl30txOhG49cFQeBYrdjC//CiomgEmpuq5YNVs8aIUHzd0MOndQYy04fhd8fr7Hx0pJPnrivltXsv5NMKwxiEyHgmCAKbdps4YurnB7dO5PGlJSTFKs9r2zH3KiDQ2xPg2y7R+U2qiPtvsV+uXr2a4uJiXnzxRbI1cuoaTmMQoKXXSUn62M7M77MknZLX7hGvSaFGx88/r+flm8qiKS+dVkaL38mHpzpH9Qaca38PzBY7Sa8oz6Cm2YH9HFDRk/02vuwwcUGtmI9P1CpID6r5/ZamKDw0I1UF+ijv1/dafYeTd/d18NSVJbxwbTkFWbroM3Koq5/1NQYKcsUC+4TcWCbkxhIYiJASVjE1LZ7cOC3rTunJSFHz5JKz9zR4vSFMVh+v72zjtrk5lBbHMDkpnnWH9HSYPOzXi2Lyj84v5sWbytF/6OGEyc6Xp7pJ9Kh4v7adFpeYIrk0I5kDRgt3z84nP0cLelAopew42MMRk4VHryxiakcCt16cS8QvsOGACLs+0WHjlbU1pCQpwQ6zCpMwdHn5/VdNeNQhESiOEMXhOwcFUB5cUERsjAJ75wB/PtQSTSstLEvlP669gJWvHgegwTqc0rl/XiE6rTxa1/jhbZOYdDIu+vu3x3p5r6kDL2ESEhW8tLyMS/OTOVTfj8kvNrfNKk7i6guzhn3E4E0dGWT8b9k/XaetRCLBwzD5UDgspk8Aetx+Pj1oIDQgsKAglQty4tht8GN3BllemoHPH+Jn21t4eGEh2SPSL4dM/TjCQfISNMQJSva1mKPL27Rk8YVVq6XUtTv44ICeSUmxVJjs/Oi2iVF90JHjaw64+LzRyGWFyaxZPIFrp2bx201NbG7tIi5GdO5PLy/F7Aww/WT8mJxuOALrj+jZ1NLFwZZ+3nnk4mg355lLe4lEwos3lFGUJ77gx+tsbKnuQqmRsq3dxOT6WFYvLGHNsnNzxozc3zdtPXzT2Uvqdypeuqp8TC77fK2h001IEHhwdgGxGjnXXpBFnyVAarLyH85fLlu2jMWLF7Nu3ToeXv0UIZ+DVz46zIZnlke/4/aEUCikqJTfv7DNTNKwZlkpz39YxZcdJgorNTy/vBwArUbOM9eUjmp6Opc1drr4y9ctPHlFCWnxKrRKOW8eaiMlfvw0zL1zC/AHw7QY3HT2uslJ0dHgdbKh3kDJIOrp6StLyUrVcOvF33/8SETgN5sb2NNtJjFRwSvXTBx13KHC78hz+fZoH1trTAhSgeo+B/Mmp/JMzgTuuiz/rMfpNfv5en8PW7tMVHTZyMnUcOu0HH7xRT1f6Xt4fH4xF00elvJL1Ci4YUIOCrmUqZlx/PqrJlpcbuYWpXBFeQa//aKRr/Rir0iORMsFqfHceGE2f9vexmcNRjLSNNG6z+luOzMKEojtl2F1BPnUbODhywpZk1/CpMR4frSthlqLExAd+H2zC3l1t7jqFQZX9v3WAFW1duosTlxCiPwkDdfPyOG+2QVIgmAZ7ODPihtGjo183zp7PPx8Qx1pKcOd2Ue7rXgRJ5SJGXHI+6T8rKqOVo+HC9LjiBOUuJ0hLs7Q8d6+du6fV0i8XPF/xpb5T+fwhUgE7VAOP0mDQiHlhzdOpKQyBn8wzKGGfhqsLmp7nfzmjgsY2BFhf6uFrxu6Mfb6WHdKTzAS5j9uvQAQC3Ev3lBGYa6WG2fkYLUPsKd1GB62fGIGR1usLC9P54sKEx/X6rmsIInDHVbKjsdw18X5JMQNF+iCwQgxHjkJcgWH2/tZUJ5KbqqWH9xSzsSq0Z22qWdMFqFQBJsjSHKikhdvKKPxbSenzQ7eP9TO81eUn/WaDNHsAvy+qom1VZ0szE7j0vwklk0ZD4B1bsvP0UHnsECGPxBm95E+al0OHl4o0h8MBCMIAud0rge7LOwy9vLSlHJWLyjmQKWFj44aeOnGUvLTdWfdbsjObFCTyWTce++9TLp0Kfc88TwPLE2g9C+lbL9rOzkxhWzZ002ty85z142Fk56os7GzRYQhjvxMMYjOkpzR5/6PiKusP6FnW7uJ7Go1r1wzkR/dNpGyipizThZJOiUSQcJntUYcjiBpSSoeXFpIarJqlKM53yK3VCpBMnivQoPOLRIR6LMESEwYP///VUM3G5u7mJYez5rFJdxzaQHSkGRMsXmkxejkNPldVHTZyE/SsqA0lZ2H+tDGynh8QQkzUhLYUdPDwDQxshaAYwYrR/RWwt8J1FmdzC1O4c93ziBRq+DZa0opb4gj1ifn3ZoOmh1utlZ38/JN5ZRUxoxaNb/9bQebWrtI06jo8wWYV5JCsSqGI/p+jL0+ai1OJqbGoJTJolKmOpmI0okfZKn88FAnX+l7SFYrmJmXyK9umUpughZLf4CDlRYCg7j9RROH4cxOdxC/P0Jaioq/fNMc5c/Jy9SyekExK5cUI8jEe5ARVvPqqRb6hACzi5NZNauIn22p42CNhUq9nWanG51WjmuQXfP/gi3zn44eWSKVDkf4VrHBJj9dx4srynE5QzRYXaRpVdTbnOxv6+dPd87glRXl3HRhDmb7YH7yLE1XqXEqyvLEiHjohu+o6eFkj50ffl7LbXNyeGl5Gf9x0wW8sqKcTLmGH39cQ2evh16zn0hEJBGzKgLYQ8FRRd6hbtmh/docA6MaaQBOtzj48cc1tBjdZCVrmJabAIg1p91H+/jhR6e/N6f89NUTeHbxBBJiFRzptI5LnXys1spPP605675WLxJRQw/MEXsVwmGBb5p6ee3AcGPM1/t7eGXt6XM2hj22TNzPEAdLZb+NrzpNbK/vOec5DNnOw3289MHYY8wszaT+m3X8qfInNFubefyrx1EqJLQFXayr1o9p3olEBD481Bml9h1pL1xTJp7r3LP3ZYw0QRCw9AcIBIZrL0M/SwafqzMb0ZyuIJ9/Y+T3IxqWHl5YyLOLS0lMULCuWh9Ng5yreH/wpNi8NN41zxhUPNMM1lxsjiCbd5v4ySc1WFxjv//SjeVckpdEVa8DrVJOyCfwxc4ufvtVIxZXgENV/fxmW8OoZ0SnlfPEiglMTIyj0+rlcGc/nREPn9V2EQkL/OG7JjY0GNl4Uky9aNQy5pekMikpjoV54v8/ulJMWUkkEkpyY3nk8iL2NptpdgxBFAUxgBnZyBeBGZkJpKpFZ5+mUfHjayZR63SwudXESaOdhy4roCg2lqoeR/SZ94SHUjqiv7hyYqYI+PAH6XMHSNQqqW528NwHp/jbyVbsg34lOWb4Huyt6OPJtyr54cenkQ9qLhTEaGkzuKMpu+eWl3FRciLra/X0CeK1Lk+LpcJko9XjIUejweMP8eDsAm6ZmUusVJyA/sWWeR4mRCLokGMlSP4ZUMi4WDE6kQZhemY8ywYbJR6aW4TNPoAw+I429LrOuxX/wQWF7K7r41SPnfWHDPzb9WIXYfH8GH6/vZEtbSbi9srp7Q3wyMIiZk1J4umrS8nO0JyVbz0SEfh6fx8nzGKefOg7B4z9bDf0kH9KxzMZpTx/dRl5GVqum5rNS+9Vc8BsISVVNQppdGYLf0qsiqeWlmL1DFBeMT53z9+/bWO3sRelRsoPrhkrIH0mMZZOK+eHt01k0snh/e019rGxqYucQ2qeXTY+18qZkeXds/NRKc8uWTh0vG+P9XGiz4rdE+TTegNFJ0aTkcl/LicsDDvcHa07kP5cikwi49UVjdwyM5dQKIJEIkEmk4ikZzeUMeHU2Kj7fCL5UFikPVYopDhdIbZ9101n2MOTV4n0vGtWlIoCF3ML8PvDHKyyUG1zcN/lYrNdOCKwr9PC5tYudFoxpZccI1JWWD0DFOeefTXQpHfyaYWRVUuL+bKum49O68nK1LB6weg023ODz8rQfuLjFBzoMbO/14JEBf9569RR30+JVfH6iPqTVibDJPPx9sF2MZJvdbG51cT+Jguv3TODnFRxRZaZqObVe2bwZV13tEckI01NV58YZc8pEmUA958w82VdN7pYUW/WXRlE7/ex9XQ35dkiiMLtDlLd4iArW80d6bkkxyvHbYgMhwW2Vpkw+wOk6VT0eQJsre6Odta3OT3Etsl55YpyJhUPw16H3woJLUYXHx8zMCU1jqNmG3qrlw0VBk422jhsFftuLslP5JLi5FFj+OyUkaN2K0dPWVmzuITnl5ah7/Hw6WkjJXkij1Jdg51fflFPGx7SY5T0ugfQqWXcP7eQSERg3X49NoLUdjsGi7biJNr6L7bM7zcxwh9cEll9CIKAwxnkaI0VlyvEjKwETprs9HQHeO/bDlITVZTGx7LtZDf3zsvH9LWPCoOIcnloTiE1rQ72G/pHiXj7A6IikUQiIS1ezYJJqTQfdvNtbR+TE+Op6rHx1FUTogUduyfI2ko9+m1e3s28mKzkYVpary+M3TFARpo6ijGWSiV0Sdx81mhkQsUw+dZdl+URGAgjt0r53VeNrFpazLUXZPHO3naU6qFlyXChp7bdwZu720V2wjNSJOdyZAU5WjCCTHbuBaDDGeSrvT3o8fDIoqJR+xs6ly6zjz/uaOLeud8v7n0+zjUcFviytptNLV08tbiEBy8pwHEGx0r94/U8sOkBDhkPIxBBgpQ5ubN57/r3KE4S9V6/2NVFRZ+VF24QI8rsZM1/uxax82APO1t6+cEtE0nUKTHJfLx7vIOMdLEnIyNhmBDO5hjgi1MmtrWb0Gpk3H9ZITXNDrKyVKwpKPmHJ5wPDnSytlpPYrySZ68tJUSE2mYnfTNGs3yeuR+5TIJbJkas7TYPjZ1O3vq2nTVXTyBnEA4oj0i4flJ29Lo+fkUJaSliWsk3NYR+nZeT3XaeXHeKtx+5OPq9oqwYnswaLuxePymbQHmYpDgl98wRu4jf2NvO/j4z919WwK1TcqjucYAf5IPPXCgssHGXibdOtaH3e3llRflZr4Op34dPHQIXSAYXHN5AiKevLGUgEmZ/q4iO+enmOl6778LoOLVDmrYKGZuqutjU0sW9F+ZDWEJ/JEBnr4c2m+h0c+LVzE9K41idldd8LTw2KEjT7Rcj9rxETbST2OoZoDhHnKT7LH42H+xGj9gTVJCq48HLi7h2ajYHjppp03tRyqWIi4fBKUgQ//8/UDj853P4QkRAiwwrYg7f3D/AGxvb+KLLSP8gW92M3AQ6TF72NZjp9HqjOffJpbF8+NiwXNmRKiuvbDmNIeDFHwwhhOG6C7I5etJKt8wXpetdvaSE+j4nB1r7ea+inWqzg7RUNY8vKok2xVR22Diqt/LchlO8es9F0Tz3pzv1rKsx8OvbL2BGUWL0PIYQA2e29D+9vJTffdXIGwfbUCikuN1B3j/Zyco5RVwyZXTr+fa6Hja1dFFUrWVWRgqbq7p45trSMR2tZ9rjS0tISxzOF59qtrP+sJ6nrykdpS0ql0s4abXxab3IZPng7EK8vjDxcQqev7qMzGQ1De1u/ni6GY1adt45bxBfeLtDxKKPbLZRKaW8cnM55adiWTExg1993sBX+h4SdMNoGVdfCkazEHX2AhFilDEUJw1JGUK1zT4KmfKPmCAIHDrVz95OM6uWFlNhsbGxqYvSylhWzS9m1dJikhPHZ8VMjFfyys3lTDktRpodeg+/2tJIzYCDNYvHl/A7lz2+YgKpqapod6fVNsAuYx+FR3U8d5aV1ZD99o5p/Me2On509SR+t7GRr9p7SEpW8so1IsvjgUoL2xt6+OFtE8lIUI+eNHRKfnfLVFa+d4KTPXbeO9Q+Lmumxxti+74eWgfcPHNtKadqbHzT1EtysgL6QIEEtzNEg8U1WEwtoEnv5O3vOghLIuj9XmZkJZyVOA3gjd2t1JpdFMfqCAkCBKGyw8bqhSXEKhVYB4IkqxU02F18cbqL5zLFcXrDg1w6wTAPLigiRqdgUmIsu2t66Rrw01Lp4aE5haT3uJiTnsxHJ/ToAz6+6zGTmiDW1/5633T+/ct67rowj/VH9dxxyXBns90RZPv+HjZ1dRECVFIpL15RzkX5SRyvtfL7/U10+LwsLUqjzuLkpcE6XJxMIVIr/Evi8PtNIpVEq+KdVh86rYw9vb30BwYoStGRGlQz4I8gl0jo9HopjY8hQapkzeISJifH87edrdFUy572PgwBL3OLU3B5Qrx2oJWNp7po9Dp5/eBwvjdJp+T3t07nxok5FCZrmZueQm+/H7MzQCQicp/89pZpTE2L53CHlTXrT2L1DGB3BFlXY6DZ6eLPe5tHnceZed4hk8tEuoPryjP54oiRqVkJPDGvhEcXFo35/oMLRJKtS3KT+OXOOtbX6Pn8xPdj7c889tbTJj6pM/DHrxr5446maN5Wp5Xz8s3l0S7go6et/PCjGjr7PKQnqHl2RRkvXV/G80vHlxI8l9W22fnR+hqaDK4xn6UniJKTeWlanrxSrEkU62L43VdiDnx7Qzcmbx+TEuaz855vWFGyArPXHN1eIpGw5urSMd3LXf0+/mNjHd02/5hjjrRIBDacMPLGEVG68OLsJCYlxTFvUA7ybPduyLKTRXRJkk5JVoaa/Nyh1ONwTLfvhJmffyYS6IXDwln7MTIT1axZKmrjBgbCmAfHHgievX9jqNhdnBrDuw/Mojg1htjBdKfVFeClD6rptftpDrjY2m7i0+PjPzNqqZxMlTj2w03949Z8tBoZRomXD6tEScdv2/r4uNZAMBhmWno8t12Wyz0L8rkkL4kfXimmLzeeFJ+3PmuAqWnxxETk5yROu+6iLC7KSiBdq6bT7SVVreKEUYQdT09L5MKsBLJUYqAy1Ag2+moL0SL4roY+ugbEazgjO54HLivgrXtncrjVij7gI02n4v5L86PPTWlmHL++ZhpfHDLxm28aR41RqZRyzNyPLRhEJZEQiETYUydCkI9099Ph85Ibr6G710+X08/eJvEZHU7p/O+zZf4TRviRERG+Fp1Wzh/umcbvdjXxyoqJvP1NO581GilLjOWWqdk09brZ3tbD9LJytpww8VmjEbtnAEISHl5WQGqykttm5REYiBCrlnPfvELkMgl52aPpemNVCoL+CFvbu7k4J5EPTnTSbx8gQafguetEDPef7pjB6vdPsL/FwqcVBm6ZmsMvbpzCf35TT6JMQb87cM5O1yFL0ikxuf2Ygn6+qO9i7UpRMPlApYUv60w8d10ZKbGqqON55q1TVPeJHP3XT8um3zZAcuL5R5KPLy8hNkZObZODT04bR0XrI6O+CrOVbR0mJtfFsciXyt93t7Hmqgk88d9Ilezr7OdrQw89G328s3LWWUnaJhbEUZih44UPqtnaZiJGJ2f1shJSkr6OTtyLixbjcAYJDCqWnTnuIfvwYAdvHWtHrZLx/FXjR8eRiMCR6n7i4uU8uVBsrX9rTxt1VifftZiZlBs/7nZDFgiEqai3c8Js5e7Z+STFKPn3Oy9gakXCKNTJltMmPmswkp6qZnJMPJ+eMPDSjWVkn6P7Mi5GQXlRPFWnnWiU47/ah6v7+eyEkRduKCMjQU2LwcWWGhMrlxZRlK2jo9vL+jo9eTla7rosn/o2Jy1696joemCwaS89VcUPbirnB5trOG4YnzdqYCBCmqBmRkYCSyalY0n302J3I5VJqep18PcdbdT1OKntd/JlVTdrlsXy0MJCVCoJPf1+9p228NBlhVw2LfmsQcMXx02cMNlJ1YjjWzE1g5RYFVqXnL9UNdPpEwXSAbSq4euii6Z0hv/2yMJCDrVaaHF66LME+NWmRn56+yQK83Xs7TXT5wmw7WQ3V03MIqksCRC5nZ66soSpHaMh1FqNTGTxHNEbJx1sULx+WjafHzLS4fASkyJDzPgM0WQOpXT+hcP/XpNIpXijKB0R1jStIJFXlpTz5o427l9cQIfHQ4XRhhQJ9TZR+aosPpYWuYs5acmc7nJQb3VRmK8b5iPRwQtXD0Mfhx7sSETgcLWV3S295MdouSQviZeuKudYu5VWg5t11XrysrWsnFdEjFLGH2+fzu62PpaUpLNlt4kuqY/COC0b60xMyIs7p1brkDmcQV5aVs5fD7SwLD+DV9ae5vnrS9nR1MP6GgN5OTpWLygmFBaQyySsuXoCBdVa7plTQE29g0+OG3jppvKz8sScaUk6JU8vK2WTyoje5WNWbtK43xupd/qHLxvZ2NRFaqoqmiL4R+yuy/LYfbqXU732sxLQDZlaLeP560tJ3KvA0ONFEIRR3/f6wmzZ002Tz8kz15aOO3kEgxEemF+ISimLiliMZ+GwwKcVRja3dkVJ9h5eVER83NlJ2YYsMBCh3zbA2kMdbNcPaxGcOfkIAszKSaLD7WHJpHQ2HjOypc3ExNOxY/hxzrTFpek09Dm56oLxqSp2t/TyeaOR4pM6HltYwq+3NvKNvhdk8PSSUkz9XvIytNx2sThZFuXE8NqBViaPaIqranbwzrdtrFxcRLvBw8yiJOZNShlz/pGIQCQi0IOfkz2iRm5Di4vDnVZm5iXw5KISWjvc1PY7yU3QcNV0cczN7W7aOr08ckUhRYO58CSdEpc7RE+fn/RUFRKJhHBY3P8jiwo52GrB6PNxYU4CAV+Em+fn8Na37XT6vGikUrqcfhaWpXLNxEzsjiAJ8Qp8g41XnkEd3VAogt0VZNn0DAYqutF7vXS1mCg5pGN5eToHGsyYvQEsgQH+vL+ZD8suIRiM4HAF6TB4oh3ZlfU29unN3Du3gFWLSthW3YPZH0Anl7GwKI1TjTbWHu3EN7jaKEuPRSWXc/UFWQAj2DL/hcP/XhMi4REonWGHtrWmm41NXWSkqrlQl4BB62XVwkKMbj+3zMzl5x/Vsa3DREm8jhaHh7klKWNk/8azYEjg0+N6NreamJYeT1Wvg7d3tFGYE8OqK4opyRMf2H7bAJt2dVPnc5CZriZGJ8cg8fHOsXaeXFjCi/ll53W8ZoOLP3zVRCgs8Ks7p/KXr5pZX6MnP1crMiRmarh1kAZ3y+5u2kNuVi0rjjZWVfbb+LKzmwvq4lmV9o/lrlvcHhodLn65vZ6/3z+a9jkwECHsF1g5rwiJREIwNIiR/weThkPspEk6JW8/MpMNJ4znlQ7KT9Mx4I/wca2B7DRN1DF6fWH8/jCdETcfVnWSk6UZM3m4PSG27DHRFnSPUn8azxQKKS/dWEZZ9TBy5nyKzZGIwNbdJo6bray8ooip+oSznldEgKP6fiqMNn68sYaf3ziFuJjvn1AADrabqep1sLu+l9KM0cRobd1ubO4BHptfHEXQ6AappAeCESobbLy3v5Nnr51AolaBIAhcPzU72kk6ZEdMFrYbeihpi0Hf5WVzq2kUw+yQVdTZWHuok+XT02jqT2HJpHTm5adQ2+ugQm9HrZDz/NJS2j7x0GB3sbu+j4IkHYe7LGxtNzGxLTZK/R0IhHljYyvbDT386Z5pTM5L4Ov93exq7ePOuXmkJCkxdvuQCPDJaQOpiSpumZnNl6e66Q35uTgvgd/cPI3X17XynbmP1x66EI1UykA4jE4uRtQGk5cffFDD6YCDSalx4IUJSTFiJF7socXp4dZpOfT6Avx4EL22cY+B14+0UZIawy59H6nJKvYc6uOk144gFXhmaRlvPXART64/id7u46vT3Rw5aaVmQKRgXlCairHbzymrnbWHO/nZDVNwDgmgWP6V0vlek0hG4vCHL9jkxDimpcdzzfQMnllXTa83wIaqLtY+cgkGsxeL209JnI68BC0tDg8X5SecVwFNpZSybFIalV02suLUXDYhmU6jl7/uayF2kBLB4w1h9Q3QEXbzRUMXNEC8VsETV5SQPoh6ONuxGjqd7Gjs4Z45BcSrFfxlewtfDYpGX1SVyNPXlJKTreW6KVnsOWDG7BNRAzKphJM2G5/WGUgeoSQ1Mgo/0yIRgW8O9XLE1M9TV40tIN51aR77Gs0cN9hYd7iTJxaXRCGfJxtsvH+ggxeuL6MoK4Y1V0wgLVHF/fPOD78eGIgQCkVoNrh4e28Hz1wzgaLMmHMqeZ1pa64uJTtTw20jKKP3Hu9je0MPj11dPKpxaaQp5BKq7XY+rjWMUX8CqGqy801zDw8tEIv0Wcma89YgAHESq26xs66xk5M9dorydedcycllEhaWprGrtZeD7f1RDP752FNXTiAzbbgDdyAY4dhpKxVmKzbXAJ/XdbFmwfC9feHacnKOarllZg6fnzCyrd1EeW0M+Q069nWayVNpsSlH94OMlEqMRAQmVcZFufYr6qwcNPazamkx+zrNbGkz0WxzU29zRs/jz3dO55lPqjnQauGSwiRum5TL18Ye5pWk8tmOLvrsAdYsLuH2WXkIgkCvOYAE2GnqpcXl5re7m3hxYTm/399Eq8dDs81FjcXJvJIUnpo3gYOdFq6elMnBCiuBQV/g8oZYe6iTfTYzrR4PD7x7PEqt4BqM8AOBCHbfAEhhSl4s183MYsMRA3q/j/h+Bc8tKWVxSRrFmTGoBgWM3jjeTofPS1JEFJOZmZnI+7s7APAFxf1Oy09k4+Nz2FBhYKAvTPuAiPyZU5zMf94wlZv+eBCAmkFx9Whm518pne83QRiBw08ehiIeMVip6nXwyfEuNMhI06p4ZpkIHVt3qJMjgyryZWmxXJiVwLXTs8/7mPta+zH4fRiafazJK+EX91zA9BE52WM1Nj460sk9C/JQaaRRh/t9kaHHG+K3m5rY1d0b5ct/akUJGVWiOPI1U7LYs99MfyAAUgkVff18Wm8kbdBpvXxTOcX5ulFO7vuOubu1jw31Bk732PnD7TNGpX0ykzW89+gs/vpNM9UNDhonuCgfZHw81mtlu76HqU0JrM6KITNJw7Mrzo0SGWl7jvTydWMPKalKtraZKK2N5cnMszvVgWCEw6f6qey3RfHsmYljeV7qPU62tJmY1Bw3avJo7/bw1rdtrF5WTE6KlhdvLKcwTzdmQgiHBd7Z287mVhNxMd/PmzOeeX1h3tzdzske+6hmuzNNEARO1NvY22Gm3zmAIxzi8pKxqZKzWSgUQW/0EgwNy014PCHWH9Xz5SDb5vNLy7hzkPfI4w1xosqGxxti655unKoQaxZP4I5L8/jtJrFJ6pK8JI7qraSnqMbUbQRBIBKBxSXpvLevnaSgkndOdKAPeElOVPLggkJiY+TMzE5if6s5eh7lBfH85e4Z/Pjj02w/1U2GRsNRg5X393VyqtNGg90VXTH02wb4en8PrUE3P71pEn8/0MaPrp7EtpMmWj0eLi9J4dlFpXzXZEbhkvD8+ir+fP90ErUqKs027KEQCQo5TleIP37bzENzCvGdDmN0jlA9G+SuiYtRgBbwQ2WrnXiZkqm58bTYPFxYkMjEmFhefL8KnzzCX++dwcTceC4sSqC12sOF+Uk8Or+Yn39Wh0UQi64ahZTAgHhPjtdY6fMH2NdqxkOYrFg1ebE6Kmr6o/0A0wcbKeNlSsyRIBP+ldL5fhsV4Y9oTZ5fkkqVyQ5SgZN2OwBHWvq5KD+JhxYWUd/upN3pobnfTZPN/Q9RwT6ypIhd9T30C0FsnuAYp3raYWenqZeur318sHoWSokU+XlwxbjcIQo1OmZmJ7JkkKwtP0PH/YoC0lJUhMMCFWbRyTt9QbzBcLSQCP9Y+z8M8bmX0viGkxMmO4++e4JX75lBTqo2KgCTpFOSEKPkHWMHFzTFU54fx+Hqfow9Xp5aXHJeaanx7LRD7Iq8RZfN1LR4lk5KG/V5cDBaGqI68HrDbKg0RvHsZzvPoV6Imy7MidY0ADZUGFhXrSc5UcmzK8rOeq1kMgnPXjuByJYIzWcUL8/X2rvd+INhHr6sMIrfHs8GggLv7+9ka7uJpxaVjBIbOR+zO4K8sbuN7YYeZDIJ984qIDFByYs3ljGlPj6alx+yT3Ya+NOxJhzhEBdmJVBpsvPKinKSY1S8cEMZBblalkxKj2ofnGmHTvXzWaURXzDM1x09XJKXhD7gZf6E1DEBzUUliYPbWPiqvpubZ+Rgcvnp8HtJKFby8opy6lucNNhd0Umxrt3Bazta0cbI+LTGSE6mJqr7es+cAtSq4cApJ17LjX85iMHvY/VHlWx96nJ+fMckFBvhWLuNTq+IiLlxejaPLyphQ4WBV79pxhkOE6cUEUqZGWr+fO8Mfr2zgb4uP28ea+emadnR+/D6zhZqfCJq7N+/ruejRy7llesmUZI93HC4amkRSo0ElVLKfbMLOdlg45cb63HJgrR7vNx7ST65Ni1BlygRubupl75AgAVlqTy+SAxWHGFxRdX8f9B49U8HyxyK8IFROfyD7Raq+xzEaOTcNi2HLJWa5sH259Q4FVkpGvReH002N+VJMfTZ/OdN11uQpiVWKz40zb3iTWrtcvPcu1W0dbu5e3Y+c4tSqLM62XDCyIbtRl5e+/00CClJShSZEiq6bNF28Aa9k599VkeTwYVMJuHBBYW8dEU5MqmUbS3daFWKUS/1/hMWXny/+rxpbVNi1byz8mLmFiVTb3Py+ckuPvnKyK+3DrfR3z07n1dWlHP37HwEQWBzVRef1hrRKuSjjn281sqvtjac13V8eJFIIayQyqjuc7C7fjR98Ff7u3llxDVLiFfw8k1lURrfs9mQ06mqs/Pie1X0OUTI3UMLC3l+aRnLJqfz660N49ILDFlemo4YjZLPao1nhQaeaU16J78epB7YXt/DblMf8brhexMYiIxhQ1QppVxzYSYT4mKYnZvyvVQKZ5pGI2PN1aLmcI5cwyvrTmPq95GfLqaQhvbV2evh19sa+KCqA0c4RFGKjt/cMW0UTHXouhWnio1/8WoFFmuAcHh4zHs7zXzR3EVOhobrSjKJEeQ8sbCEp+aV8Ocvm6PXeqRtqjKxtkrPS5tO88KVpcwrSeGeGXl4PCEev7KYl5aX8YtrLyBOJeebpl62dXTj9ocoitFRUWfDOEgZfCb0VamQMnGwZtHl8PPuwXYStQpCA9Dp9RKvlmNw+Hj+o2pcniCPzi+OFm2dITFAlEgkzChK5JcrptI/IDrdNquHR+cXE6OUc1FmEmpBdJlDGPkzx5EWr+blqybyzFIxiPiurY9qv4N2j5dLChN5elkp7z04i7hBTqI+b4A5xcn8fgS1uiAZzRH1v2n/3BH+iBz+/OJUjuttXDU5k43HuzAF/GxqMDFxEH1QFBdDnEzOgrJUgj6Bt490kJaoPq8IWS6X8vqDF7HqnRN09Xpp6HKw7VQPnzeKUckzV5Ty57tmsKHCwDVTsnjh3WoOWizkH9SeszlGLpeOQYDs67Sww9hDfq0W28EBLP0Bnr+2jMyLNeRnjoaK1rbZ+elXNbR6PCLi6DzJtlJiVfz5rgvZUGHgykmZvPp1Cx/XGogfpAIeGbkdqurH7hlg9bziUcyN4bDAukN6NrV2cUJv/V5xlaF9Wj0D5GVox7BAVtsd0c7jZaUZfHCwk1VLisacUygUISIQXZEM2eGufjY2d1F6MpZVC0TqgicWl/CzDbW8e6IDpVI6SrUJxFWFXC5BIpFEI97zTa/8fVcbnzd1UdPj4CfXTSYudvgeOl1BtnzbTWfYzeployP+JqebZqebEyYbl05MJjAgOqXvY/i0OQbY+m03RrysWlrMH75sZGubiYIKDc8tH02s9+buNtZW67nrojyybR5+fsMUMnVqbp2eS+LZakl6J3/5qoUnryxBEAS+aezltjm5CDLo6fURo5OxuaWbmZOT2Haqm/cqO0hKVPLE4hK8vnBU1vD5G8roHvCxv9VChdFOqkzNxiMmdhp70Wnl3DAph90H+6h3O7ikKIm5xSkkJyppa/HQ5vYw6URctGt5pMXHKZiTncohfT/uSBiXL4REIuG+Ofkcbu+nx+8nO15Nvc3Jl7XdPJZWQlgYJpIDMaV2tMbK29+2o5BJIAxyKRw8ZeGDwx202jz4JeL9SNQOX6cWg4vPKo2sXCK+G4FAWAQxRATig0oRgy8I6C1iGsnnDzMlLo5DMguOcIiS1Bj+9GUzjy4uIitZQ7xUgSUc/D8RQPmnc/gRIYJ2nBz+wU4LNWYHexrNJESUxMvkXDEtI/oSflHfhTMcotHkYlpuAmsWT/iHmoUyY9QoZFJanG6e+7iaongdTy4s5r65BYDo0GZnJ/PrzfUYvINiyOcxg490roIgMC0tnsuLU+i1+NncIIqqzGxPYlVe8ajJye8P8/ttzbR6PFxamPQPp1pGHveRRUU4PEEsjsCYlMa+TjNfd/TyeE7MqL/LZBJeuKGU9g/dUXGV86Eu0Mpk3Dglh0TtaFbGx5eLGrK3zMzl1a9beLeinfhY+RgnveNAL7tbe/nBrRNHKVU9trxk3KLtI4uK0GnlY6CYXl+YTbu6aB1w8/gVolNeOa+I+g4n61rHCo2faffMzaeq28G+FsuYoqvHG6LaZufTegMpSaOLxHdemodCLomO8+v93WytN5EYr+C5a8rJSFCPORaISmZNPidrq8Q01RCPTDgM9R0OttZ0c/dl+aTEqVi1rJiEBCUPzh8WFd++r5uv6ntYMCGFWpuLJwbPeah34bs2M18bepjUGkdLm5stbSa0Gjlms5+tLd3cMjWHl64QifBCYYHEBCV3z85n3dedvHmsnd/fOY1JOXEkahT86U4x+DFZfHzeaOSBWQU8V17KpIRYXllXjS8c5ki/lf2tFjo9XiZlFfLUohLaDG5aOl102/yjOr47ej18sL8DfzCCe5Bp8mCdmZaLXNidQTQqkbrA5Q5y76w8pqbG88cdoxXRQqEIbk+IH31ympaQh3kFyRQLAoUSLas+ORHlxr+0MIlZRUncN7sApyuIALz4YTWVTjt+Ijwxt4TN+018cKqDn18/mTaPm4AgEKOQ0e3ys6HCQLgnwt+r23AKIRaWpWKzD7CloZuTXVbeW3kJzvD/owIo/y+alBE4/H7RsTpdQR5ZVITVFaRZ76K2x4kjHKLXE6Cj08ObrW08tqCI3+1sJhQR+PS0MVo0CgYjnGy0c6S7nzsuySNRp4zmgYcsMBBh294eMmNUOENBsuPUbG3p5uWS0TS87+7tYFNzNwALBtvIh0wQBI6ctrKntY+75+SRnzaWHtjrC7N+v4H9nRZWzyvmoYRCYnQyClRaXnivipduKic9QU0kIiAIAjqtiCS4pCjpvFMDByotbKsz8dSKEpQSGSlJYgOXRiHjzUPtpMSPdlArFxfR7wjQ1OHGaPFGeVhCoQjZKVr+dv9MPq3Qn7dASkWdWOB+8cZykmKUqJQyVErpqAnowQWFdFt82Fxj2+1P2WxiJD9IczBkZ8vRZyVruCg1iV9/0cgL15dFJwm5XMJpp4P1p/Wkpai4Z1YBZoufv25v4St9zxih8TNtakkCf7lrBjsae1hckh79e2Agwq4jZoJChDWLRe6cUFjgmwM9VPbbeGx5yaj91jid7DL2gRFyMrSsGUGMF4mIFA9fN3bzzDWlPHttGfEJCrr6fNw1N4+MFDX3zyvkF5/U83mTkTajm8QYJS/cUM7zV5ZF93G6xc57NR0c1VtpdbipszpF9NjUXL7c20OV04ovGOaJBcXcOD2bwKQwJbUxXHdBFifrbQAcauzHZg9idQRYvaQkqrf8WYMRvd/Lf33TQFEghqoBO68+NINH5xdT2WKjosNGX7+PRxcW8Z8b6/m2z0y8XHRLA4PdwhbHAD09fip7rPilAqnfqrjvogIK88W0yuN/P06t10NBnIaF+alU9dhpdni4462jpEoVtHu9KJDgDIdZe0zPnuNmjIIPIoBUZNu84t/24VOGMQX8IIOjeitKZLQIIje+XCIhS6tmhjaBxhYXv+1vIMap4FS/jQaXyLN/uNlCsRDLn4+LdZHHPqnkygsyWbO4hLl5KRxo7+eqyZncsP0gTsR9xsvlKGTie1rd6+ShN48TigzRR/8LpfO9FkEYhdJxuUN8sctER8iNVAKfN5q4bnImPsI8ubCED3Z2sqm1iymp8VxanMT6KsMoJIXDFeTdfe1s1/fQYfJARMIPbi4fFT0qFRL0EQ/7TaL0WUGGjodSC6hqcNBR7qEgQ3Tez1w7Aek3YHT7+LdBTu4hC4UEPj4q4vkPNlt4f9WsqKjJkOm0cp6+egLljbHcdVk+cWoFp5vt/GJnPRVdNiaciuXReUVs+dbE0W4rT10zgeLqGO4ZMbF8n+1o6uHjGgMRBDyuMC/eVEZ+mo4f3T6JsjPYNZ3uIEIQctI1bKg1clFtIqvmF1PdYuftPe08fU0p+emjndT3WWW/ja/0PUysiSPBo6LJO7pZKhIRSNQqUMlkvF/RQVbq6LTb6mUlSGRg6PbS5wx8L28QwJ62Xj6pNSBIBLLTNNwzR0T9vHB9GQU5Yhpnf6WZradN3D47l4mlw4yLkYhIe6DTjn6VpFKxC9jY7eOPW5v5wS3lZCVrUCmlmKRevmjo4uXCcgY8EdzhIB8c6eCIzYouVj6K7XT1smI0OimhsMA9swsIhQXCYQGVUsqBSgs/+bKGdp+XnEwtqxYUEwwIfHCik3idgucGnfplBUnUmR1otHLW1xhQqKXoVHIeWVSESiLljd3tHNVbmVuUzDRtAjqtjCWT0lGppNS57HxW1wXAdWTyUs1pSotieGBuAQeP95OcqGJqII7qHiddeh/oITlBFZ1sryvLwuDw4rGF2O414RLC3PjqIb54Yg6fHzNSa3ZSa3aStFNFS5cYoDlCITJVKswBsa7SYHJSZ3FFK47rDuv55IiBn14zia3Huql3eUAGHU4fepuPiAyIgNkfwBwJgBSCEQGkoo83hn3ivkZkyVoEDwQA0fcSiAgECOEaBDyFpAJ6j4/Xq9vE73SCJAyCbHgfjX1ufm6pITjoqD1CmA3VRh6dW8Qnm/Xstpj58qSJIIONXoLAptpustRqJqfF0tsf4GSPnZjBQZSk/Aul870mZaTilQeNRlzqrqvWs2ZxCXfKcznY1I/R5+NYh427Ls/lsElM95Smx1CeEMsTc4bzqsmJSp69ppTsExoOt1qoNbsorRyND5dIJKxaWkwYgaYOFxb7AA294kNafjqWNRniC5wco8bvEjjSIfLQq6fIWHuokwfnF5Iap+LFG8ro3eDnSKeVjSeN40aQQ/JzAP22AX63rYkKi405xcncdnEuEgmc6LOyvkaPUi3BYh7AWh6IkrV5vWES4s8uYvHMNSKW3e4a4NOatmiD1sgI2esL4/OHOXTSws6WXp64pjiKmADY2dTL5jYTuSe15ES0dIQ9rFxSdF6rjCGK5JsuzOFvO1tHNUuFwgJbdndx0mrn8WuKKW8YS++slclwO0N8VGMgPVkdjTTPZc9cU0pivILaFief1hijENiR51zvdrKto5spE+NHQT8/223g70fa+O1d00aR3w1ZrdPBtg4TU2qGYaGPLCoiIU7BwsJUtn1rQi94SUxSgA3O5EhM0il5dlkZoVAEry/M3oo+UQTklnIOdllo93nJS9CwdLK4inhoQSFKpZT7Li+I7mNXUy/1NhcXFify8opyTtba2aHvpLbXwR/vmMFTV5YQ+VpAo5DS4fdw3Ghj86kunl1axpprSklKEe9bU5ubgxYLBy0WjrVZSZYr2ddjoTBWXNWlaJSsuCCTmy/M4XSrnU2nTNjcA1gDQawBsQgqBZyBEE9+cJJcnZoYqQx3JExFhw2fRIzok9UKbANBQoi+NUmpIl09QK8/gAwIygSCCPxiVwPOQCjqpCUgOvuhA433/5k/j/f7uT4b4eBHOvuh1UJwnKi82eDisKUfn1QUMBraTC2T4A8LmPx+TH4/2kGApjsSBik09jjPMbD/nv3TOfwIwqgcvt8fJluu5aKsBKalxfO7QW6NucUp3HxhDj/44DS9vgAXZieQmqCiocbFEaOVi0pF+gCPN8yJKjv76y00OlwsKEsdo33r9oRQS6Q8OreIl/Wn2VgrRkSXF6dw9whJOK1GxpqrSihrjOGqyZm88n41+/oshAWBH1w7kewULa/dO1YD92zV+sR4BXKV+FlxsphD9/vD3DU7n+wsLXbXAF92djOpKY6S3FiOVvfzyXEjL95YdlZahSSdklWDxdPEWGW0oUYqlaBRi4/qgZMWtpw2kZamZEubiclNo7VoH5hfiEolIyEg5/3aduptLhITzg/DPtLJPrqkGJcvSE+/D6tngHi1guN9VtbXGMjJHNsxC/DtsT4szgFWzi7k7tlnp0g485jPrijjs90GTF4/lw+SoI20oYa1OYXJ/HpbAw8tKCQ5RsV7Jztp9Xj447dNvF90yVm3m56ewB++bor2DDw4u5AN241s7OyizupkzeIJTC9NPOt9P1Zr46PDeuLiZWxq7aL8VCwPLShkf6OFOquTnbW95MzWkp6g5taZufxpWzOPLi0iJ0VLYZ4OOiAxVry3J9NttG10s6/FwoYKA49cXkRynFLM/6vEYCAUFB3Xscp+KqttZGdpWL28mNLmGA42WjjV42BapsgbdElxEgk9Sk722MlJ1hDyCfzHhnqO2q3cOyufNYtLaNK7MDp9JKmV7O200GP2UWcWHVpOnJp6q4tHLi/kdKeD/u4B+iNuZEAYOGCykK4TV2pKuRRfSCQ/vLE0i49OGxgYdLIqJPhHOFyFVCJG9v8TG3Tk5zIpEBn8joSxtMZGhw+fdLg3Yoi+LVWtxuAZ7gfwMdydLgB97vNDCf4j9k/n8KVIRuXwNWoZ/bIAJ0x2/rirmVqLk9x4DT+7frKYmx5sLZf64ECjhZWXF3HHJcP5ZplMwgmLlUaHi7lFKaPgUwANnQ5+vakRnU7O40tLkA1S+V5amMR/3XAB+49aOGG28cw1YlpiKEJ3e0JoNeLlV6uHn6gknZKH5hQil0sJhSJs/c5EtdURFdMYsq5+H+sOdZKcpIQu0A4qGVU02Fl3qIMXbygnPk4RddoAJyy2KLnZ6hG0Cv22AXQaGWq1bNQ4Hp0vcsd/+pWRExYrr9wishke6rGwrd3E/en5Yxgnh7a9d1Y+P1pfQ73Ndc5mozPN1O/jg4MdPDi/kHi1Ar83wienjWQMagi8cEM5BbnDDVLhsMCOAz0c77Xy5FUTqHE5+Ebfy8uTx7b6n8siEYFvW/uotznZXt8zhgRt6Hr85JMa3j/ZiVQCz19Vzm/vmMp/7Wjgx9dOHne/STolD88t4tm3T7G5bbhnQC6X0OR3UWd1Rus5Q+N1uUN8+V03nREPjwxKLh7r6Wdbh4knF47G57/x4EVsrjKRr9by4vtVvHhjOR8f0/NhVadIU31VGY/MLyZBN/wcTCtN4PV7L+S1Xa0Yer3YfUEemFfI6W4HVX0OLs1L4uH5RYDYH3HYZgUb1HW7eGflxTw0r4gNFQYWTEhl0wkTD8wrQC6XjhJLiU9UgB3C4QjPLC3j0dcrON3rZFlRGjMyEuh3BbB6guQmaHjvoVnsquvlpgtz0CrkPPfeKZo73FyQHc+pLgdzS1J4Yl4RK9+vxBkKkZOgxmj3c0DfzwACSmAA8CMwNTMOq19Uk7txag7ftvTh9oewuQZos3loMbnxDBZ28+M1dDp8o5x6kkqONRAavoFSkEsgEh526vFKOaGwgGeQXjlLpyFAiIxYDRfFJvJxqwH/YB5eLZGyemExLVaxxrWvxYJtcLVj9w1w49QsfL4wXzf2IkhBLZciCwl4EEjSnH0l/t+1fzqHL4yM8JN0yGSSqHCDxi+l9dtGDA4fW06ZeGZpKT+9fTIlh2JYt7eT3lCAhLjROHaNWsYrt0ykpGKYxAmgsdPJR0f1WOwD7OkWaU2nTIjnJ7dPYurJOKYkJ/CfnzciSCJ82dYzJiKN0cn55b0XMGOwIzcwEEEhl1Db5uDNPe08fc0E8tJ0HO6y8mm9gfQ0NbNzkvmu3czds/N557t23j7eziOzC3lhWVl0kjppETtepzUmsGrBMHKn3zbAzRfljKFVcHtCbPvWRMuAOzopRSICByotHOqysHJJMW1hNxsajJQMirEM0dPLOXvhMi5WwSs3l5P4rSI6sZ2Pvbe/gzeOtKGQS7lmSiaCVGD1vHM3k33b3seGBiMZ6WoeWlA0hnfG0h9Ap5NHVyjjmSAM456H0FP1HQ621/Vw/wg0y8rFRZgdAVr0HrptfiblxvPBw2Mj+5ERukwm4cmrJlBUOzxRSSQSbr8kF0Ovl5zYYWU2rzcECFSYrXzWaCQhXsGt03NJDiuZW5zC9RdmUzyiAzMnRcvji0v49bYGNreaKK8WI3+1SsZdl+XhdAX5Zl8vLobpEaRSiVhXCsPaSj056VrCpggub4gHLs3nyaXDNZPVy0rQxsg40GjhhNHOplNd0efK3B8g2afiN1sbUMplPH2luN3h6n46bGI+Pm5wP7LBa9Hl9FNrcfLQnALqTS5+fv1kilNjKJ4fw7fHzGw93cXk5Dj0Ti/3ziogprqLn147iY42D8lqJU5PiCunZqGVyfjimLiSTtSp6PUEmJYZT5Zawx9vKUMlkbJhRxeBxAiX56ZysMPCj66bxK821fNpjbgdIQklCTpa7MPw7QSlitKsOI60W6N/O/L8Eq7/60GMPh9SYH5JClvqepiQqMNo82IcjNIfmFuEuX8AfyRCqkaBZyCMNxxhwykjLy0q442Odkp0Oo4H7GhkElzhMAea+5mRlsAgvJ9rp2exo6IHCCGX/++3Sf3TOXyJRDKGLXPISdz926NRNayhhVeSTsklGUl8JOkEYHLWWHrbM52M2xPilxsb2Ntr5q6L8nh0bhFqlcgtopJI0dgV/KG6iWqzg8fnF/NK2fjNQUP79frCfL7DSKPXiUQOW9pMTKiN4cnMCbx8cznFFTomJ8fx9PpTtHk8qJRSHl5QiFol5YH5haMKyCN5ToYsEAjz5d5u6t1OXrhBRA7ZHOJyMT5WQZfUx4enOsnJ1HDlpExe/6YVsy3ATmMviQlKVi0pJjlhOEJ8fGkJibFK7rrs3CkTU4+PPdV9GAK+UQIl57IHFxSiVEi5d24Br+5oYUtzN8/knl0YRCaT8PLN5ZScGJ6QH51fTFe/j//aXc/ts/L47qCZ1uDwhHa2/fzktslMqYzn1otFjpi/7Wxjc6sJ3SAnEkB2ipbCbB2v7m9lelXCKCHxoUnb7giy40Av3XIv988TJ4uS7BjWZI8uXhdmxlCYreOtY+1kpWq4dVouW77rpgsvq68uZkKReE5hv0CF0caBNsu4HeC7j/TQ7wiwZvEEbpslCnAM1S6criBHe/r5ormL2BHUEHK5lJVLinAHQljsAQ4ZLbS5PeRYNKOuUZJOyTNLy7hvdiEbKgxMiI3hh+tO8+x1pSTEKehR+NlQKTrQoZrJ7pZemuxu5pemclF6Is+/V8Xs4mSarW6eWzqBJruHW0cET0OCMr/5roE6q5PZhcnUWp28+V27yMFT30dru5t2j5eLchIwGryUxcRRlBhDZpqaF64o40iLFbtngDcPtdP1sY9nF5byRYeRzgYvh1v6qTY7SElW8cyVZVhdQY4ZrXR6vOTrxNRmRowKeURKm8tDm8sTTc3IJRCOCOTGaDD6fEQAvcPHzZOz2d9giaZhZhcnccPUbHyBEI2dTk73O/BGImTGqJH7JXxRbeLLTrFACzAlNY6aPhd9vgDZGWpSjUrM4YHBDvzBvoB/oXS+3wQYV9M2EAhj84pV/2k5cVFdSrszyO+2NdETDHBpYdKoF/hsFgxGsA4KRQcjEV65epj+1+4IsLO5m2qngznFyTw07/uLlQq5hDq3g7VVeiYkxLByThFXTRapYocc2L99XEObx8OcomQmJsXx7v4OVi0d24k5XgSsVErplvlYX6OnIFfLo/OL+eZAL4e7+3nxhjJKY2OYU5jMkknpfHzMwEen9dx/cT4vTSkf5USHSMD2tPadl2Th1429GAI+ZheencscBimmq/o5aLTw8KIinr+qDEEQyJVrmZISx9UzskZ9fyRFAkByzFjCs3f3dvDWMXGlEJRH+PB456hV1pn7AEiNU7FqQTFOV5CN33QRGydn1eVFY8Y+3irC6w2xabe4Urpndj7HzVY2NhmjGrXjmUop5aH5hVhdA/TZAvjDYZq8zijlw7C6FPzbHZOiJGUjzeEM8tquVk647axZPAw28PpEGc64WAX/dvukcfWLdXI5NnuQb/TtTEyNZWZeAj+57uypqUfnF/PwX46zq6sPbayMH147iceWFaNQise781Jx/yN7Hv76dQufNRjZ22HG7A9wRG9FhhS92cPvtzTy6JJispI0fFphpM7qJFOn5vkryjjeYWVmZiIHOi3cOjMX/5QQ+bk6zLYA71d0sEfSh1+I8MqKciReCQaTl+suyuTryh6q+xz87VgrnX4v80tTeXl5OXsa+7h1Zi5eZxBjtzeKdZ9dlgwNAp1uHwmDvPiXFSVxuE2M8AUB3t3SQbvVS45WjdHrx2IbwGa10RsWfcAlhUn89c6LOHBU1Olts7lxRUIkqxUkKBXs67YwbWICzy0pZe1eMbBssXnxRSJMSY9DJpVGO5ib+9zDbv7/QOPwn87hS2FEp+1wQaTPEqBvUH9SIZNGX4y2LjdGr7gSECKcl6nUsihkrK1/NN/FsVo7vSHxs5kFIv49FIpwot7OYZNlXEepUEh59toy2p0eDrb3M90Rz+83N/PSTaJwSmAgQmlcDDOzE/n5DVN4/ctWPmswkpSoPG82ycXlqRzvtDKvJBWALqmXTS1dFJ7Q0trhibIyPji/ALVKyp2X5kU7YwOBMNsP9HDa7kDf62Wnvve8JAtXLS0iMUHB7bOG9YAjEQGpVEJ9h4PN1d2sXFxEjFLOpxUGNreaot28EomEfnmAGotzVFRb1+7g7zvbWHP1BIqyzg5b+//aO+/4tuqr/7+vpi1Z3tuO421nEUJCoGEkIRAIhELZLZRAocywCmW0tNCWPk+hDw+U9tfyFCilUEagEMgizSA7ceLETuK9ZVuybMuSrC1r3N8fV5bt2IGUsBL0fr38snx1de/3Huue+x3nfM4tC6UR0LJz8pHJBJJGjVAOt9h4+ZN27l9aSkHW+HwHUYTtXf182GrkrMKUce9P9FBVKGXUOgb556FOMlLVPH7tFMoqRySUpZoJpnHyy1q1goBP5JU97aQnqTmvLI29YWc3mlTd+IcaSIEARflx7K+xAQJ2hx+PN8i/d/XR7neyfElxZF1o234zlX0Wbg2X5tTplKSnqsAO9f0O7p1fPGa6aBiXO8DewxYO2wdJz1CDQepEDNvirMxU3qzoZM0nJpqdDn5yWRnfn51HjErO8ouKqe0dpKLTwoKyNCy2Id6rNXCgSyr5WdVt47U75vLoVeWY3vJQ0WlhX4eFG8/IRwBOKUhk3fYe/nXQQEK8klvOz2dDowmjw0teUixXz5nEL988zOpWEx83mfhOQTJdTR5OyU3k7OI0Lp2RxeR0LVNy4hnyh/jzhy20DklTOHlJseTLtFTIJedu8weYV5TCs1fMZN7vN0f87U6bGVPQSwZqcmNi6HZLfiUWGR5C5OhiiFcrqHc6WN/dyyRNLASkTkW9RVrDuvksaaS3eqeBXr+PhFgFVp8fi22Il3a3kyZXQhCmZOlo0kt6PVFphWMgBKPm8EciUZISlUxK0NBvHcLuCEQSdnYZBzD6vehkcir0Fl7b1c4DE9TmHI3HEyBJqcIU8DH1iCmgQzYrHW5JQGo4scpiHeK3/6rnkNeGKGNMnPUwyVoVf7zhNP62tR2n18+7NXqm1cYzOy2Jtyu6cPn8EU2d+y4pIS9HMy5a6GgcbLLxyIrDtLpcrDvUw5SceG46t4DYGDmXz8xBmCsw9WB8pDd/z/kl7Kwys7mtlbsvKiZWLmdrh6Sb8uN5BTxYWnpMi7ApceoxMsLSekEPHUEXRrOHj5qNJMYruWNBEY9cUU7ZId2Yxdi5uckcLh6MCMcBfNxg4sM2I0W1cdybffSQy8xENYvLMvjnbj0/PCt/jLP8d1MvH7YaKQ5Pmw2zZV8/G1tM/OS7ZTxyRTlNLzvZ2TbwmQVYQJKjXlSejt7l5vypGeMypN/d38X7jd3j5JcVMoF5k1Ow4JNGWNs7abY7eWZjI3/JmT2uczD8wLQN+qXymUkqHv3eFIomxXHlabms3tLDfrMVuVJgRU0XGWnS+fwBkbcq9Wzo6kOuFnhwcRm7q83IZAKXTsmkpdfFJTOzIrb3eEfkEBzOAO8d6GaNvocrpmZTnqjjgtIMdhwws6NLSiJb22mizemkweJEl6iEHlhvNPH8jTP5y7KRyDOPJ0B2aiz5Oi0HO6zUDth5cWsrjy+dymPnl7OppY/EIRW3/bmSRJ2Sn189lS0d/Wzt7YdeMA64kQcFChM0nFWUSl37IPvapeQvm99Pn9vH3KQkPqnpI0cXy8F6K2XJOta0mHjmuhmsNfZEQicLE7S8W91FW8CFGikMf3/rAD97+aDU+QsnZTX3SrLFvW4fw5OnGsAXCoEMtteaOfvJzegSFMxMikfvlDqQg/4AZSla2rpcbNzXw7ZmM50e6WER8ENpfJy02gwRyYZ9rRYp8UrGOK2lL4KTzuHLYFRNW8nwDmeAug47Jqck5tRkcfJuZRdnT0qlrs1GcbyW1Bg1e/osRCrHH8FwKbibzpUWxJJ0KvBAMFzoQ9/r4m9b21k8PZO6FgfZoxbiUlPUFOdrOdRg42jjtFBIpKnNSV2znVitjOULi7hsRjYvb2nn/aZu7ppfxGNTk7hqdi7bK8z09HomPM5EYZyb2/podbn4TkFyJD47WauiQKHl6fcb+dk1U7hjfhGBQAjfUAiVUuD9agP/auwmPVXNLWcXsqgsDZPfw3XfyZuwF3gsyATY0G5ik6GPZWdM5oFFJRHNnCM15h3OAG/v6mJ719h562H1y8964Hg8Qf5vQxtr9D2olLIxlaJunl9AnFY6Rk3rIO9WdrF8SQnrG028VdNJbraGO+YX8Zdlp7GmtudTz+XzBdm4u48DA1Y6e9zs6B4/zy4IAvdfUoxSCTbnSHZwIChisQ2xs2OAHeER1s3zC6gy2qjotIx70FTUWHi7opOHv1fG7v0DbO3o5xfXTR3T+2/2OfhXYzc/OG0Sp2UnsrBMUh2NjZGTkqSGLkkyGWBfn4VVLT2clp1IvcXB2oM91NbY2dFjxukM8NgVUyjI0qLTSuHEM9oTaO9x0mBz8O/GXgzdHj5sNXLepHROSU8gQxdDg8XJtrp+AsEQbS4Xt7y6n1dumMNZuSm8sqWNWxYUcs/5Jdz3chVemXQvrKoycvWMHJ75WyO1skHK0nTs7bNCHxTvjaM8XodWkOESQxy22PAh3aVtlZ009zvpDfmQh6QwTL3RjSMQwCcL0WyVRt8b9X2Iclj26l7SFCPrXVs6zJEIHd/wb+CTgYEx8fujJeCGJfbc4fcIQX9I0tA3DfhGIn4kn01jn5QU9vDamjHhnd0OKflrOA7HEZB8Vn2/M+IivIFjnHL4DzjpHH4I0I6qaev3h1j1iZFXDrVh9HuZlZPAueVSmOADL1Wz1SRF2Fw4K5OFs9MnvLlr2wa587X9dPo8xKjl3HVeMTNKE9jVN0B8rJIDdVZ+vb6O6l4bujglpflxvLirjUkZ0pyxTCawbOFk9A4XF5VnTthulzvI6zs62NwjqUReJmTzdGcDd11SRHqqOrLIJYoi+/utvFXTRf4kbeRGd7oC2AaH2LbfjEnhiSwWwlgnObrHWDVgY2WLgbIDcdy5oJhNFf2sq+/hZ1eX8/D3yiiukqJK/P4QG+r62D2cMDZNxuu79NyyoHBcNvCnodEoUIVDUOVy4VMzcBPiFZyRm4Le5Y44LTh2yWeNRsGdFxYxtDZIe7drjATD6GM8X9nEP6r0qGNlqGIEli8sioyc8jO13J356fo/Xf1unt/VRLPdyW1nFfLTqRMXbI+VK3DYA7xT042x10NOWiwzUhJYe9jEj87PZ1r3yAjrrzfPGZOLMcymll4+aDag+becVquTPXoLUw+M5EAEAiGyhFhOSU/A7QlwwGjj37VS5au9NRZkMrhiWjZdRg8NejvLl5SQkRbDovJ0NtT1cmF5Jk++Vcu2PjMApzYkcldWMet39bJNb+YX103hmQ8bANAbXfiDIqWJcSQlKtl8uI87y1PptrmpNdu54pRsfEKIDoubh987RH6Clo/1JkwDXgbtfgIhkQylml6/j16Xj7f3d1MrH2QwGGB/r9Rjz4xTo3QI/HFPMy6F5PxC4eVUESnTdX+nlRjAK4MgIt6w8x3NcIKUWwyh93kmTsL6tMSsT+NoSVzhrN7P2s/PBLH74fb2TKA2erycdA5/7By+C4VCoHXIQatDmrebkZsYmbJRx4bnIdVKlk7PYspRClB/3GCi0+ehQKvhYIMNyxlD3L6wiGSdiitm5fKbtyRnn5cYy+VzsknWqklKUI25YddVm9hvsLGuxjTmPC3dDl7fqeeuC4t54Lul5B/S4POFONw8SMWAhcz9MTxySTmycCykIAg8cGkpuVmxY46/ZksP27vNIBNZ3dozZrEwWavix+cURo4xzO0XFKHRyFFYZDy9qgG3L8DKFgN5u2K5b3HpmF7xI1eWU344PiJe9sq+dtQqOQ9c9NmyCR5vEJVShkwGYnhEpPuUUM269kFe265HGSNQb7GzubFvXLm+YyE3JZYhv8iK2m6yMmMnnEpbvqSERJ2S/kEfbx3sGlMN6lh4Y5c0BXNWQQp3nHd0OePUZBXXfmcS9QN2DnRZ+bDJyFkFKexsH2Bq19haxkd7qF0xK4eGdjvbG810etzj8hsUChk21RCH+gZZMD2Nn+aWMSMlnh//qRK900WTzck5xals7zIzoymBeyeXRM5TnKGjt8+LeVDqw56enxgpg9jkdrCyxcCU/ToeXFqG1xuiUm/BMCQ5pHOnp0VyA/RdLuoHHDQYHbxy8+n89O2DHDDYOL00iUWBdHY1DdATkD6XKozYqq53kKevPYWH/3UIuy+AChkmp49XazpwKKTer0KAvNgYOt0eNEoFgwTwiyKjouY/m2+gILzIxAlb2UcRyjsevoGXf3yISHP4AJOTtQiCwKkZScTLpW3yUU7P7pBiky0+P1tazUc95s3zJc35eJmC9Z29/M/axshNmRav5kcL88lVx9Jp87DqoHGcRjZIeu8PnFfCsnPyCQZFtuzr53cfNfDqjg5eq9Lz9t5OinPi+OmScm75TgHZadKUUH2bfYwWPYzX4AboCLlY3W6kKF8bufkczgC2QT/NXQ4eeKWalm7HiJ1EMZIU1GR38JedrSQmKLn7nGIUVhnPrm0cc87slNiIpvqtCwtYfk7xpxb7HsblDvCvfxt46oN6rG4/9y8p5b6FxZEoKZB6pjsOmPnfddI5V1YbeaeuC51WKht3rGsVo/F4g+yoMmNwDysOTjyVphJlxDtViCLc8p2CY7qmYcwWHylBFadlJfLkZdMiIzCXe6wLCoVEKuus/M/mRtpdbro8HhaWpfHrK6bz2JLyY1IyDQRFOjpddDnddHrczM1L4tkjkgBhpK7AotJ0HE4/H1Qb2NAdDpMsSePJy6ZFahkciU6nJDtV+t51mb1Y3UPYnX7SQjGcOTmZ86dmkJ4QQ0qCCsOQl9QY6dxKYaQY+8+unMKsrETqzA4efedQRA/G5QrSbHHQE/CSHR/Dj+blRySfNXIZFXorHVY3t5cXkiBXMESIRKWCfs/Id7A4TUur24MfcPgCpMWGzz/G2Ef8PpIvfpbkC0GEcW0TjzdLeAJOOocvQCQOv2PAhSiKVPVaI2FYhBdCDGY3feFIm8y4GBZPyxh3LOOAh/9aWUcgEOKs3BT0XmnefDgyZ2eVmV+8VUOCTklZ6nAPdOI1gFSdmrNz03huVRN9g15WVht4cVcrSUlKbv9OIdecLvWmvN4gG/f0I5fB3fOLyEmL5cXdbUctvOH2BDFbfPw4fKMvm1cQufk2VfTyxIoaVlRJETCrayWlzkBQ5MPNRp54pwafGOKxq6dEPnvPomIG1X7+vLP1qOdM0qgo1+r425Z2LK4hfEMhPN7ghPuqlDIa3XZerWzn9V0dVB6y4XaP3dftDfL2vi5e2NrCu5Vd3LG4iEcuKufHCwrHPNhaDQ5+9V4dPdbPHuo6nAHW1ZtocbhYWJbGD8/MZ8cB87iCLEOBIBs7TLx9qIs4jSKS0+B2Bxjyf7p30GoU9Ak+DvTY2NzYh28oRHWDjYdfO0RL18jD1esN8tq2Dg732zk9L4l7FxVzTdkk3treecwVrfz+EOsaTLS7pAfY6EIko4lXK7jt3EKe/aCJF3e3odXKuWluPssXFvPcdadGCppMdE5NrJwl07JQImByenniwxqpNnKflT16S6QIz52Li/nJeSX8sDyPvFgNbQZnxKa5qRqWFmWhFmTs67aSkRzDjbMnU9lmiSxYGu1eMhJiOCs9FbUg44mlU7hhVh7Negeb2voYDN+rwyNSrVKa45ielcD0DF1EykCplPHAohLKE6Qym2kaJeUJ0gOmIKzamqJRkqFTMyNbR0myNuLxFAI8fEFp5G4d/q2SC8zM0qGSSQ+ioxFzxGh59J6JMXIS1EcfweqUCpQT+YkjTtdzjEWL/hNOuikdGInSyU/V0tvvw20MEiPI8Ioh4rVKHM4Aj/+zhjaHiwyNGpPTO2FCyzMf1rOyqQe3L0hGSgw2vxT5szg3g+c+bqKr18379QZysmL5zQ+mc/phY2QRMhgU2binl329lkgo3gcHu3njYCc5mbFc9Z0czPhYWJBOVfUgr2xp567FRSTGKukMOXmvzsBjS8q55dxC8nNGMjQNAx5e39nBjxYUkh6vZvchMx9UGXnsqrKIFMKQP8TG3b28XNVGjdnOffnFYyQQBKSCIO/UdZGdKa0z3B5etB3OTE6IV6JxyXl2bSM3hzNNHc4AwaCIUimwsbmPla1SqFyuqGFDSy8/v2bKuDl9f0DkniXF5GbF8t0Z2bywroW3DneO0YFv7XbiCwT40Rn5EQd4ZGGTAesQT7xdx45+MzIF/OLyqZ/6HUhLUfHA0hLKGnSUxut4dVs7rV1OPu7oJTF+JAEpXqtEF68ACzg80ohvyB9i5SYjNfZBHrp8rMS13eFHoZChiZUTGyOPTK9dMSuXDzcZ+UdtOzVmOwWHtdyZUoRWo0CjUXDRjEyqeqxMitdw45n5/NeKet5vNkxYNH2YYFCkqtHKm/s6CfhD3LK4APf6ADv0ZvYbbPxjR8eYegBuT5APNxpp8tlxhNP31WoZPz6ziNQUNa980Ma7jd08d8MpGLq8VA3YuP38Eec/5A+xob43EsUyNSsBlVKGq1eaYkmUKRBFkcZmB83tLpCLdHrcdLa5mbqrI7Im836dAZ8YQiOXs6AonY31vXR6PMzKSaQ8XUeSTsmsjERe2tyKTwzxcUMfabIY/lVvYEZ6PDjg7OIU7juvhBc2t3DbWQW8saWLqrZBWh0uylLjaDQ7mV+SyvWzJ2O2+jh0wE5OooYEQUWDw8kF0zJJiVNFvk+iKHLfK1U0W1xoFXJcgSByhYx75hTzSnU7U1Pi2ddrZUpaPC/eOIfMRDVWt5/XdrXj8YcIDomsqjTSF/CRrlXzxq1zeeHfLayp70EEZuQksKA8HRAjo9fn1jfS0OsgP1VDg8FBk8mOD9Co5Tj8AZSCgF8UiY9RcMbkJPbqrfzmsmk89u5hXKEQhanjQ4aPl5PO4YdglJaOm8R4JRXWAbxiiMRYJd89NQcREWU4bTkhRsm1Z04at0Dm9QbpD2ejooDLTslBpZRxQUkGT71Xz2ZjHzfOncwjF5VzTbhW6OikLVEUWVtn4sNWqerRn5fN5v6lpeRkxvK9Wbn89p16drSbKUjUcKDTRq3ZTlqyNFVz5+JiUpPV4+qCBoMir3zSxt8qO1ApZZyRmcL/q2jhgNHG9FpJjXFX1QBv7NGjVAnUmO0sLEtj2byCMU5LLhe475ISsjNjItft8YadhdfB8iXF3Dg3nwf/Uc0mQx8yJTxwQRkb95jY0i5Fhvzs2ilMqdLxvVm5/GFVkzTHW6Ub47x8viArNxjYNzCAOkaBOJ0xksPDrKnrYUNXH0U2LUP+EFedmsvMkkREcaSXp1LKkKuk19sb+z+ztmxN6yBPvFdDm8vNlGQdu3st3HFOIY+UlZGrjOWxNw7x4GWS/n1GUgx0gCrco1MqBJo8Dt483ElN7yBPf286a7b3ss9pYV5KCg02B1npapYvLh2TlFbvHIzYPMGr5MkVtVx1Zg67OiyYB30Yhry8X2MgOUHFOcWptDtckZDTQFBECP9vhvF4gzy3tpmdZmm6MTdDQ63ejicYIkOrZvfBAfpth3lwqfRQUigEDg1KC/qn5yWBDVyeEE+sqOXeS4r5Z62eTo+H36ypJ8YrZ1ufmRAiP79Menj2WDwkJCq4MTuPpDg1y+bl4w+IHAzYGCLEr9fXM7c4ld09Zla1G5mdm8ht5xZisfmoabTTNt1JYVYcf1g2k1v+vh+91c3mhl6uPDUbtUrGVbNz2bS9n2abnfUNJsw+P/nJGh5fOhWdSkF+ngZXbwCD1cNd5xRxemEKrxem4PUGWbu/l1a9i7OLUvnV5dPYWNdLvFfJk+/Wcf05uWxrMFNtHORH8/I5c0YyFxRnkJ+pjcgT9Pb7mKzWkhajpt/rIz1WzayMRHZ5B3AFgsybnoKggr1dVv6wrgmvO8RDl5dG1vsCQZFFpek89MFBjA4vG+r6eP76Uzn834PoXW5UCtm4NaLfXDEj8joQFHno9WpWNhhZWJZGo8FJlclGfrKGV24+fUzkW1GqjqfXNxw1Ce54OOkcvozRcfixxMTIefiCch788CA2j5+39nTy+KVT+e9lM+h72Ue1yUZ8o5nvz8mDUQ9UpVJGXoaGnb0D2Ab9/O69eh69agp56RryJ2nACIQgw6/m79vax0TFgLSAdveFhex/ZYA9nVJ8/32LSvnxOYUoFDLuvLCImO0yNtf0YfB5ObMg+ah6MT0DHl7fpWeyWkPvgJcfnZHPVbNz+dlrNRwYsHFWUUpknvsTfR8fd5lQCzKumZXLo0unjGnXjgP9bG7rI51YPqgwsOFwL3+4cRZ5iRp29Zr5qNmIKkbg0aVTSNBJs6P+8EJr25CLD1uNkciQ2+cXYTB5qDk0iEwEnUxOIBCK3GRKpYxmn4MPGqXKXCk6JWdkpWCxDmGxDZGkUSIIAnddWEy92c7OtgFaD7j4sMrIHXOKaLe7ePjKctLj1ejiFKQnSkk/TVYnb+/t5LawLa2DQ2yu6KMz5I6oUb62Xc8BmxQ/3eZ0ccGkDMwWH7ctKOK5jxp5q6aLybla7lhQxP0Xl5KVGhsp0hIIiGTIYkhRKTnUN8iKSgPrm3oxBjzoLS5MTh+0Q2piTCSUVBAE7rm4hMx06SH60uY23m3oprbPTp3Fzj3nFZOiVjLg87OnZYAdPjMNNgcb63opPFfL6i1GdhsHuO28QnLTNKhVMuK0CjLT1WCGeYUp/GhBPtNTEvhLRQt2Z4AKi4UKi4W8TCl7WqWU8eBlZWSkxXDJzCw2N/Zhd/t5u6qLsoY4kpVKOj0eitLj0KoUbOszs7fdEnl4vry5nXcOd/Pg+aVjJKBfXDab2/+5H6vbz/pGE9edmcfqAz3s77ZxdlkauSka3jvUzKl1idyoy6c4I54Plp/Fin1dyC0Cv3irjvQUNTHzZJgUHt4IS5U/uqSc707PJjMpRopkOyOfxU9vw+L3878bm5iamUhigpKYGPmYEpPJWhVF8+NY/tIBVrf3kJaupCQpDr3bjS5WwZXTc/nzO60c9Nv4n+tnUpQWh9sfYFNPH/1eH3mJ0nrbL1fW8ocbT43oS91wRj5vVuixOvy8faiLomptxA4KucC8qamszD2bd/d18f0z81AoZLzww1N5dmMzT1z26SNOhVzgl1dPY0rlSLb0cCTWkR2XaUfRZ/oiOOkcflAUR2npSHOGF8zNJG97Ew0WJ6uqjdx1XjEpcWr+smw2d722n0qDjdv/vp+/3z43Yny5XOCnl5WTn6OlZ8DL3/d2YPinhxd+MIvli0tIS4rhwrIMnl/VzEdtRjbU9LJgWjo/nj8ipZCZHMuMrES6O0yAwKaKPtbV9XD7+YXEKRQM2vwYfNJ89KzcRA7WDnJ40MYN88aWz3slLBNQHK+lxe7ivsISNApFRGXT1OfFPCBp3t+1uIg39nXgE0NsqDPxzLUzx9jnTxta2GO1MDVVR4fcDf3w1Oo6Xll2Op4hyW4ba3q5bWERD15axqRMTSR2f3T8+jCpyWqa5A5CIXhibR3b6wZ48tppZCRKN/HdFxUjKCSHeMO8yfzuX5LI19aGfv5842kUZkuyzn+8/jRe2trGBwcMmJxe3mzUY7B7KToQx50LpKmqn363jLRUNUqFgNal4Gf/rGF+cSoV3Rb6LD4+1psiapT3X1qC2edjt36AhxaV0tDj5JV97ZTk6Xjgu2XkZI8krqXq1Ny9qJiaVht/OdTC2fmprKjtYmBIUl285+ISls7K5k/bm4kVZaxt6qUoQUt3r+eo4Z7Dmven5ySzva2fH56Vz/ml6Tz27mHcniBtdlckykYQBKrMVt6p7cIyOER2uiQClxir5OdXTqUkTxcZRV48L4smh4PnP2nmjMlJnDZ5pKMQCIQwdnnRWBV8sM/AredJipfxGiWLitLZdVAaKehipWS3vS0WDpoGWbGvizsWFHHH4iKSEpXjNJLmFqWw6cEFvLC+mSa9k/n5fgrjtejdbkBk6bRsZDKBGanxPPr6IR5YWkLxJKl28P+ua2S3ZQAsMPVAfMQuS6dlIQQFNu3sp8MvlZFUijJK03QYuj14B0Nc/9IeXlg2i6K0uAkjl3zh2PVdzWZ+d9VMZuuTuOb0SWzd3c/7hm7soQBPra7juStO5Vcr6qiz2JmTl8TTV5/CL9+vYWf7AJ8094/JVr/vglIsriGyUmImDK9Nj1ePKdU5Mz+Jf9w6d9x+E3HkNRxLePEXzUnn8MWQQExADgo/k1OkhRuFXOC3V8zg+r/uodfl48UtrTx2cTmpcSpuO6OAR1Yf5lDf4Jgs2+EoltvnFzHg9FHXM8jeLis3/t9eFs1IZ/liKXzv/qXFHH7FRv2Ag/ptjjEiYfFxSp66YTqnVCZy1Wm5/PqdGla1mjA7feSla/nhgjwK9Fpau1y06l00tzvZ2N2HWjVWhfKWBfmoVAK7D0s3bJ/FQ2qymie/P42e17zU9tu5560q/n7r6WSlxDIpUUOL1YXVE2BdtZElp2YjiiI2u5/MNDVYpQSgqek64jQKrp05iT+sb6InXGS5xeaKJP08cFEpgUCInl4PKckTzDeLItdNyeO12g78osi6dhPFFdpI4WxZEHICGhp9dl78pJVbF+cz8G8fO1oHWN9o4s5s6ebxeoP4fSJ3zSvij9taeHBRGf1eH1fPmcS+Wgtv7u7k7iXF3LOwhNgYOb96t5YV9V3U9g1SO2Dn3kXFzJpazrTkeH7ySjX3XFxMTlIsvo4QnU5PRDF1uEc1fJPbBv0oFAJxWgX//UEjO81mDplstHtcLChNi0TCJBer+IVmKq/t6uDOc4voMrh5s7qTQ902/u+m2eQcUXB69M1dnq1DqZQxKUFLcYKOj9qMzC9J4/dXzWR35QAVpgGWnZdPZkYsxn4Pr+3X02p0MeAb4o83nzpO32lYY39079DvD3GgwcZLn7QRFydnZfWITMXt8yV9oOR4NdhArZTR0uEkP17D2eUpkXWnnJRYfrJkfJa53x9iy64+9rZYqLPYKcjR8MR10zijwcRlM3PYuLUPo8NDV7+bNfoeJtdoeHiS9P+/6dwCBAWAEGnv2ZNS+M279YiI6OKUvFfbTWqyigJVHJMyYvlRTj6f1PTRbnbz1Oo6Xr15vEM92GSloVdaGG+0uNjbZeHOhcWs3mHgV5/UYg8FKEzV8vjSqfSYvHT1SYvdU7J1FKXF8ccbTpsw1+HI/93JxnE5fEEQkoF3gHygA7hGFEXrUfaNB+qAlaIoLj+e834aXl8QuygtWFW2WPnF2zXcfn4hVvMQw4ENlXoLe2ut/GN7O95AMBLBs6mmj8um55CXruX/3m1htb6Hp66czqzCJF68aQ63v1rJvm4rf6vowGzzMSlNg8wC/qAUzTErN2HcF6il3cnGnSYaWu14w1MjjXYH23rM2N1+FIKMoaEQ23r6uXJ6Nt9PyWXA7sMw4GH7ngGavXbuvqiYB5eU8ZjNR9XgIHuaLOw5ZKbb6B0OOqLR6uCSP2xnXn4Kv758Kte/ug9RBne+XcVfEHEYQnzUYEQXL4+MFIxeL8vOnMxHe4ys7TQxPS0eXKBTyTk9PzlyDR/tMPLMhkamZOl49mbJAQ75Q/QNenl+bRN72yyEgHSNmj63D79fxDY4RCAo8snePj7sNHCoX5pe0cUoeeEHp/HXT1qpabPxUPdBHrmsnH/s7ODlijbmTkqi3+vD4PBEhtN/bjTxQYuBqr9ZmZ6VyK+/P42rz8ylwWzn3kUlrK3uocfk5ZHLy/nTxy2832wgtUJNT680epIJwpib2O8P8cFGA9UWKwWxcTTZJf2X+Hg5mKWY9POmZowbbr+0qY23arv4yaJSrj8rj309FmrMdt6vNvCD2ZPH1RQAGLAM8cyrDdSKg/z+2lN46HtlTKuThvWJsUq26vtZUdeFXAkalYKbFuSTqFXyUaURvdvNb9fU8+rNc6lts7GheUS07kiH9Nb6Tp7b04Q14Gf5wiIeKxqr0BqvU/L9M/PQD7o5Oy+VdYd7+KilhwcLyjCaPLzR1sHVp00iKyWWifjgsFSo5Yz8ZCartbyzr4sfhzV5ehRu3q7tojRRilQbXh8LhUQSY5VjpEp2HTTzy1U1tDilvJj7FhXzWF45352RzdPvN7KyxcDU5HgeubiMdw518/jS8VMloijyx/UtdHmlheBzy1MlVdGgyLOfNDEYCjApMZb37pxHslZFrWUQmyitxzWFHxIns1P/NI63h/8osEkUxd8JgvBo+O9HjrLvb4Btx3m+z6R3wI3bHwQltA24aLO5WFGtR+GX4VdK3rG208ZNb1TgIYQ8BGqZgA+Rml475//vVjK1MQQDIr0BH1f9dTfZ2hhumpVHj96LQg4B4KP6HmgEbVDAJZeO29LtYPHvt3JediqV/TYKkrToDW5agi72O2ykoEAIQa/LR6xchr7fwUGbg+H0inWHeggh4JWFWFlhwD4UwCsLsavNzCxNIp8Y+1Ai0O5yc9Ob+wARLyL5cbF0271YhvysbjJR0TZAol+GVS7ld9/5ZjW6gAyHKgT9kKlSow7J8MlCrKoyUBgXR0lCHN8/NY9ff1yLYyjIbX/fx7u3z2N39QC/3FxLQCZi6vby/Lommjoc9Li9TM+OZ02LCYAMrZqnlk5ja70ZU72Pyw/spDBZi3XQzyHHIMkxSjJ1MVw6K4vObherKowY/OEEnAQ1N56VT7/VR1WzlTiZnIYuOxbXEK7BADPTEohDTofLTUeLm76/e4gTFezutpC/34jbGeTDViNtNifTVYkUaDVY3T4SRQXpMWrOLU3FbPGh1ciprLXw/iEDO5rM9ItDlKfG0WB2YnX52NMliWjVdg1yYVEGf93UyiXTsimfrEOpkHH3kmL6rD7W7jTyt0AbtkCAc4tTyQhJ2i+FeRoeu2JsrWJBENlq7ccU8LL8jSqmpyZwz0XFNLY6+OiQgVsXF1A4WcvBehvrOvTE65QsP7+E0zKTePVAB1dNzeHxtw/TZ/Hx704pLHL5+SWs3mrkoNkWKYyzorELa8BPQYqW6+fmkxCjQC4TWLOlh2qrjTsXF1FrtdM46OD5T5p46qoZUpZtUTrPftTEx10m1lf18urtp5OeECNFI8kFVGo5SqWMgjwt2/vMnDYpkdd2dLB/0Io3FOCJy6Zz68JCEnRKZmclsVNvjtRQ/niHia0d/dx7cTGp8dK3fMXeblqcLkqS4kCE5ICKdqsb9Rw5P7u6HNObHvboLTRbXRP27O1OP6+v6mCfSfpfnV2aOuaBkhqjpt3l5vS8pOai5FEAAAtNSURBVJH/QwjiUWLBT1lG/PE5mBOc43X4lwELwq9fA7YwgcMXBGE2kAF8DMw5znN+KgbjEKHhyMDhgsSATzkSUy1Ft0p/B8Mp2cOE5GD0eiNJEKIMDB4vv93RNKae5XDMrEsY+ayDEA7vECtajCCDNodbqmcW/txAKBD5nCcY4uCAA+QjWh1umchwglBfYCRFvH7AQX2/Y0ycrndUlkaHfWy6eH/APzYbRQYOxcj+pqGR+F6LL4DFZwPgqQ11yBUCiCJmj59Lnt/GUEgq4AwwOU7D6kojlnAxDafBT54mlk63h16Xj9+uamCSVkNVrw2nIkCH202WSrrRLV4/Fq+fdYd72FTRF3H2+XEadlX302fxEgyGaAtIQ+81jSZ6/uZhsi+OTZZenGF9pBiZjL1dVhQhAWSwtaGfZIWK2JDAfoONdsGJRQzQfsiNPCQQlIk8vaaBJelZVPQPsKfdgk02UgzE5vCTIFPQYnXhJIgiBNU9g9zzXhWD/gArK4zMK07h8WumkpuqISczlk3GvshX4NLyTP6yup02XOyvtVKcNzZSqcvswR6Qztfj8tA66MK5MkCvz0uN2U5ejoY7Fxajn+JiSljAbl+thfcqupmXlsILm1tpHHRw65kFXKLMpL7NQf+gl11dA6yo7yIzQyri/uz3Z/LbtfU8cdk0KqstvFXZiU6nQI7A2g4TqckqfnBmHhsOmtitt7C+xsRdC4sJBkXuubgYy9oh9nZZeL/awK1nF7J6Sw/buvsREXloaRn3LyklJy2WRcUZrKmUHvINpvG95TmlIyPDPT1S6O+g249GKac8MZ6EJAV3zy9iyB/ipV3t/HVPOwafB12iggcXl40r8XkkbneQD1oNDAYDxMhktHQ6xqyj5Gdq2TdgRW9xR7bHxMqJi1GAF2JURy+C823geBOvMkRR7Am/NiE59TEIgiADngUe+qyDCYJwmyAIlYIgVPb393+uBi1ekIbwWVd1LNl2R1S1P6qlJto+etsED4kJ3zuW9nye9ybYRyGM/VsZjgT0EMIthlCGQyHdiARkUpzwbecUsKA8LeLsAQY8fhafkskdZxUyMyOBDreb7f1m5OEhS25iLPOnjtSHnZObyA3zJuNVSs47LzmW82dkcMht5/0GA3m5WsqSR8LTDhgG2Ts0gD0UID5G6pt4QyG0CjkBmUiCWoHR56XGZccTfij5FCMP4GB42yl5ifQovHys7x3j7PNTNKQmqhgMBUhLUXNOcSr5KVKo1qA/QF5SLKagl/cbDZEktPsvKeWHc/JQCAIh4P/takOVLIsc70hHtbm1DzdBNHI57kCI+SVpZKbFRMI3rw3LF0xO13LvBSWRcoZr9D2s6+yhcdDB/JI07rqgmOJJOtbrTXx02MijV5WPya0oy47nH7eeQVFaHLV2O7sGBljf0UthgXZMScQXrp/FvfOLI7IJcrnAtIIEXrxpdiSrWSEX6Ay5+VhvYr2+lzV1PRGnXpil5ZlrTmF+SRpPjQo7nIj7l5by6JJyUpJUvN9sYLXeyGuVeuI1Su5cJOWGnDtN+n4MVxmbKIt8NJnpMbyw7FRyE2LxhkKsa+0dkyD40KVlnDk5mf3dtsj2vBwNp02X5KZjlSddrul/hPBZEpyCIGwEJlL8+jnwmiiKiaP2tYqiOEbIWxCE5YBGFMVnBEG4CZhzLHP4c+bMESsrKz/7CiZgVbWB+9+pJihCnFqGRqlAJoDJMUSiRsFFUzN4u9JAdkIMsUoBvcUrzTdqlGhVcgw2LyqFQFqcGpPdi1yAuBglsSoF3VYPajmkxMXQY/eSmxiLyxfA7Q8iIJKfGkeyRsXutgHi1HJSdTGY7B4y42PotXtw+kQydErc/hBl6ToOdNo4LS+ROtMgoZD0xc9P0ZCsVbOn3cLsvETaB9w4fUPkp8SRGa9mR4t07DSddEyHN8ikpBhCokCn1cNpkxIwDnrx+oM4fQHkgEwmQxej4KLpWZxXns6Tq2opz9TRYHLw5KXT2NU2wMEuKzNzk7hoeiZPf9yAZ8hPrErJf10xg6K0OCyuoUgiCqJIrEoRqcUqvdcBiMwvTeePm5t5fOlUkjSqyPbhfIDWfidPra4b9X47IETkpIfPEauURY51z3klbG3qAwTml6aN2Ta6PbMmJfLkqlrm5ieTqFERq5JFEmFG2k5ku9U9FGlLUVocrf1Ofrmyhmk5CVx7+iQ+qjaOafswB/RWfvreQX5/1UwSNMoxxxiNxTXEu5VdnD81g411vZ8Zkne0zwzb+NM+N/rzR9r8P+WLOMboY010PaPfO9aM42Np30TH/LznORERBGG/KIoTzqR8psP/jAM3AgtEUewRBCEL2CKKYtkR+/wTOAepXx0HqIA/i6L46Kcd+3gcfpQoUaJ8W/k0h3+8c/gfAcuA34V/f3jkDqIoXj+qITch9fA/1dlHiRIlSpQvnuOd0PodcIEgCM3A+eG/EQRhjiAILx9v46JEiRIlyhfHcU3pfJlEp3SiRIkS5T/n06Z0vt1L1lGiRInyLSLq8KNEiRLlW0LU4UeJEiXKt4Sow48SJUqUbwnf2EVbQRD6Af1xHCIVOHqh2m8fUXuMJ2qTsUTtMZ4T0SaTRVFMm+iNb6zDP14EQag82kr1t5GoPcYTtclYovYYz8lmk+iUTpQoUaJ8S4g6/ChRokT5lnAyO/y/ft0N+IYRtcd4ojYZS9Qe4zmpbHLSzuFHiRIlSpSxnMw9/ChRokSJMoqow48SJUqUbwknnMMXBOEiQRAaBUFoCdfRPfJ9tSAI74TfrxAEIX/Ue4+FtzcKgnDhV9rwL5HPaxNBEFIEQfhEEASnIAh/+sob/iVxHPa4QBCE/YIgHA7/Pu8rb/yXxHHYZK4gCNXhn4OCIHzvK2/8l8Dx+JHw+3nh++YzK/l9oxBF8YT5QSoK2AoUIhVSOQhMPWKfu4AXw6+vA94Jv54a3l8NFISPI/+6r+lrtokWOBu4A/jT130t3wB7zAKyw6+nA4av+3q+ATbRAIrw6yygb/jvE/XneOwx6v33gHeBh77u6/lPfk60Hv5coEUUxTZRFIeAt5EKqY/mMqSC6iD9UxYJgiCEt78tiqJPFMV2oCV8vBOdz20TURRdoijuYKSO+snA8dijShRFY3h7LRArCIL6K2n1l8vx2MQtimIgvD0GOBmiPI7HjyAIwuVAO9J35ITiRHP4OUDXqL+7w9sm3Cf8RR0EUo7xsycix2OTk5Evyh5XAgdEUfR9Se38KjkumwiCcIYgCLXAYeCOUQ+AE5XPbQ9BEOKAR4BffQXt/MI50Rx+lChfOoIgTAOeBm7/utvyTUAUxQpRFKcBpwOPCYIQ83W36WvkSeA5URSdX3dDPg8nmsM3AJNG/Z0b3jbhPoIgKIAEYOAYP3sicjw2ORk5LnsIgpALfADcKIpi65fe2q+GL+Q7IopiPeBEWt84kTkee5wBPCMIQgdwP/AzQRCWf8nt/cI40Rz+PqBEEIQCQRBUSIspHx2xz3BhdYCrgM2itMryEXBdePW9ACgB9n5F7f4yOR6bnIx8bnsIgpAIrAEeFUVx51fV4K+A47FJQdjhIQjCZKAc6Phqmv2l8bntIYriOaIo5ouimA88D/yXKIonToTb171q/J/+ABcDTUir7D8Pb/s18N3w6xik1fMWJIdeOOqzPw9/rhFY8nVfyzfEJh2ABann1s0R0Qon4s/ntQfwOOACqkf9pH/d1/M12+SHSIuT1cAB4PKv+1q+TnsccYwnOcGidKLSClGiRInyLeFEm9KJEiVKlCifk6jDjxIlSpRvCVGHHyVKlCjfEqIOP0qUKFG+JUQdfpQoUaJ8S4g6/ChRokT5lhB1+FGiRInyLeH/A35NdM9UiaB/AAAAAElFTkSuQmCC", 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" ] diff --git a/examples/functional_constraints_class.ipynb b/examples/Olivetti_constrained_sensing.ipynb similarity index 50% rename from examples/functional_constraints_class.ipynb rename to examples/Olivetti_constrained_sensing.ipynb index d624291..0cea3aa 100644 --- a/examples/functional_constraints_class.ipynb +++ b/examples/Olivetti_constrained_sensing.ipynb @@ -4,10 +4,10 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Functional Constraints\n", + "# Functional Constraints for Olivetti Faces\n", "This notebook explores the `PySensors` General QR `GQR` optimizer and the `constraints` class within `utils` for spatially-constrained sparse sensor placement (for reconstruction) of the Olivetti Faces Dataset.\n", "\n", - "The General QR algorithm was devised specifically to solve such problems. The `PySensors` object implementing this method is named `GQR` and in this notebook we particularly showcase the functionalities offered by the constraints class. For example if the user provides the center and radius of a circular constrained region, the constraints in utils compute the constrained sensor indices. Direct constraint plotting capabilities have also been developed.\n", + "The General QR algorithm was devised specifically to solve such problems. The `PySensors` object implementing this method is named `GQR` and in this notebook we particularly showcase the functionalities offered by the constraints class. For example if the user provides the center and radius of a circular constrained region, the constraints in utils compute the constrained sensor indices. Direct constraint plotting, sensor numbering, showcasing sifference between constrained and unconstrained sensor locations have also been developed.\n", "\n", "The constrained shapes currently implemented are:\n", "\n", @@ -53,7 +53,10 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Load the Olivetti Dataset" + "### Load the Olivetti Dataset\n", + "We'll consider the Olivetti faces dataset from AT&T. Our goal will be to reconstruct images of faces from a limited set of measurements.\n", + "\n", + "First we've got to load and preprocess the data." ] }, { @@ -135,277 +138,68 @@ "plot_gallery(\"First few centered faces\", X[:n_components])" ] }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "X_train, X_test = X[:300], X[300:]" - ] - }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Unconstrained sensor placement:\n" + "We'll learn the sensors using the first 300 faces and use the rest for testing reconstruction error." ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ - "n_sensors = min(n_features,300)\n", - "n_modes = n_sensors\n", - "basis_unconst = ps.basis.SVD(n_basis_modes = n_modes)\n", - "optimizer_unconst_full = ps.optimizers.QR()\n", - "model_unconst_full = ps.SSPOR(basis = basis_unconst, optimizer = optimizer_unconst_full, n_sensors = n_sensors)\n", - "model_unconst_full.fit(X_train)\n", - "all_sensors_unconst_full = model_unconst_full.get_all_sensors()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(300, 4096)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.shape(X_train)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([4032, 4035, 1101, 4038, 4034, 4095, 4092, 1024, 1036, 4090, 3844,\n", - " 1074, 4087, 2560, 1071], dtype=int32)" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "all_sensors_unconst_full[:15]" + "X_train, X_test = X[:300], X[300:]" ] }, { - "cell_type": "code", - "execution_count": 10, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "xFullUnc = np.mod(all_sensors_unconst_full,np.sqrt(n_features))\n", - "yFullUnc = np.floor(all_sensors_unconst_full/np.sqrt(n_features))" + "### Unconstrained sensor placement:\n", + "Consider the case where we treat all sensor locations as being equally viable." ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 7, "metadata": {}, "outputs": [ { - "data": { - "text/html": [ - "
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Sensor IDSensorXsensorY
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" - ], - "text/plain": [ - " Sensor ID SensorX sensorY\n", - "0 4032 0 63\n", - "1 4035 3 63\n", - "2 1101 13 17\n", - "3 4038 6 63\n", - "4 4034 2 63\n", - "5 4095 63 63\n", - "6 4092 60 63\n", - "7 1024 0 16\n", - "8 1036 12 16\n", - "9 4090 58 63\n", - "10 3844 4 60\n", - "11 1074 50 16\n", - "12 4087 55 63\n", - "13 2560 0 40\n", - "14 1071 47 16" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "The list of sensors selected is: [4032 594 384 878 446 2772 4041 3936 340 2273]\n" + ] } ], - "source": [ - "#Sensor ID corresponds to the column number chosen\n", - "columns_full = ['Sensor ID','SensorX','sensorY'] \n", - "unconstrainedSensors_df_full = pd.DataFrame(data = np.vstack([all_sensors_unconst_full,xFullUnc,yFullUnc]).T,columns=columns_full,dtype=int)\n", - "unconstrainedSensors_df_full.head(15)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], "source": [ "n_sensors = 10\n", "n_modes = 10\n", - "buffer = 5\n", "basis_unconst = ps.basis.SVD(n_basis_modes = n_modes)\n", "optimizer_unconst = ps.optimizers.QR()\n", "model_unconst = ps.SSPOR(basis = basis_unconst, optimizer = optimizer_unconst, n_sensors = n_sensors)\n", "model_unconst.fit(X_train)\n", "all_sensors_unconst = model_unconst.get_all_sensors()\n", - "sensors_unconst = model_unconst.get_selected_sensors()" + "sensors_unconst = model_unconst.get_selected_sensors()\n", + "print('The list of sensors selected is: {}'.format(sensors_unconst))" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ - "xTopUnc = np.mod(sensors_unconst,np.sqrt(n_features)) ### Need to delete this and show how this can be done with functions only.\n", - "yTopUnc = np.floor(sensors_unconst/np.sqrt(n_features))\n", - "xAllUnc = np.mod(all_sensors_unconst,np.sqrt(n_features))\n", - "yAllUnc = np.floor(all_sensors_unconst/np.sqrt(n_features))" + "# Direct function to get the coordinates of the sensors\n", + "xTopUnc,yTopUnc = ps.utils._constraints.get_coordinates_from_indices(sensors_unconst,info = X_train) # Info is the training data in case of an image dataset" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -513,21 +307,21 @@ "9 2273 33 35" ] }, - "execution_count": 14, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#Sensor ID corresponds to the column number chosen\n", - "columns = ['Sensor ID','SensorX','sensorY'] \n", + "columns = ['Sensor ID','SensorX','sensorY']\n", "unconstrainedSensors_df = pd.DataFrame(data = np.vstack([sensors_unconst,xTopUnc,yTopUnc]).T,columns=columns,dtype=int)\n", "unconstrainedSensors_df.head(n_sensors)" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -544,7 +338,7 @@ } ], "source": [ - "# Plot the constrained region and the unconstrained sensors where 1 is the first sensor chosen.\n", + "# Plot the unconstrained sensors\n", "image = X_train[4,:].reshape(1,-1)\n", "\n", "plot_gallery('unconstrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", @@ -563,14 +357,19 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Functional constaints:\n", - "\n", - "Suppose the user wants to constrain a circular aea centered at $x = 20$, $y = 30$ with a radius ($r = 5$)" + "### Circular Constraints: " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To constrain a circular region with center (20,5) and radius 5 units, we create an instance of the Circle class as demonstrated below. The data argument is essential for defining the constraint—since the Olivetti faces dataset contains image data, we pass the numpy array (X_train) as the data parameter. For tabular datasets, a dataframe would be used instead" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -593,7 +392,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -610,34 +409,17 @@ } ], "source": [ - "circle.plot_constraint_on_data(plot_type='image') ##Plotting the constraint on the data\n", - "# plt.plot(xTopUnc, yTopUnc,'*r')\n", - "# plt.xlabel('x')\n", - "# plt.ylabel('y')\n", - "# plt.title('Unconstrained Sensors')\n", - "# plt.xticks(np.arange(0,64,5),rotation=90)\n", - "# plt.yticks(np.arange(0,64,5),rotation=90)\n", - "# for ind,i in enumerate(range(len(xTopUnc))):\n", - "# plt.annotate(f\"{str(ind)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", - "# xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - "# arrowprops=dict(arrowstyle=\"->\", color='black'))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plotting grid of possible sensor locations" + "circle.plot_constraint_on_data(plot_type='image') ##Plotting the constraint on the data" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+ "image/png": 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JveOcOs1nUunU/krki7fNlHO9x3HoXKb/qW011uJQTCw0/wm863hUrtYj1dj0lFn5MiWaX6OCoES+eNtMkRY8x3FMDuX4wZQWmWsxqlCIFKqV+5J4f/Pt+cizljZEtSIttDx33tU2Fj9aksRY0uIYmyzMXkJJoYps2mal/jlt1jitsTOpdGp/LUsLLc+dVbbx9sM7X4bacnLDetzQMSwkfwIXkT0ATgF4VlXfJSLXALgLwOsBnAbwPlV9me1groSSQhXZtM1K/ZnffLMra5jf5rcifzGlhZbnzrvaxuJHS5IYS1pMtVlLQnk/gCcAfE///kMAPqyqd4nIRwHcCuAjPNeWWCy4lQypNNxbbmDJQh5yg7e0YDmu1lPpa0huOXKG93x65xBbtqmRt81VoYjI1QB+EsDH+vcC4AYA9/SH3AngPVzXLoApNzDpWGp/TAko1V9vm960M9Wmdxub5lvnztsPdkxWmzltreRtSg6xkPoJ/LcA/DKA1/bvXw/gJVU9178/A+CqoRNF5AiAIwCwtbU12sGu41YyeH6zPkZu8P7m29Omx31JvKUFa77UkNxKyFPW+awhZzLXYom8XZdDRSUUEXkXgLOqelpEFmMNqOpxAMcBYHt7e/T/oMVink+lnrLNOcYUNsPmLJ9KD+CDWH7CfhrA8wD+GcAnAbwIYG9/zPUAPuvxUGPVeT6Veuo25xhT2AybpWyOBRhPpQewAHB///sfAvip/vePAvjP686Pp9LPw+YcYwqbYXPTnkp/G4C7ROQ3ADwC4OMZfa1E183vqdRTtznHmMJm2Cxls9pOTFXtAHT9708BuI7nyjAWC27pUteV30HYymOcmLsFh8aRNU+rYkq1ObXdgrvHtuXdwpaYctei99iyxnHM2LKwcTsxraVAY2ymlBEx+8+xafWNOSer2nb7wRyf1HNLzN3u49g2veO0+sbsK/Vc73Ecahs6hoUcCaUIuo5bulRjB6Fn/7k2Lb61XhqZM9415s5aXsccW9aYeaxF77FljWPq2MbNrMC9sQybQlkpMVO28ZQbWrqXcw1pgZWPHjZrSGJMearG2LIktzFjy8JkJRQrvfOm+UPHMaWLVD+85QY2/a1Bua3SAjMf2TaZ88lcA0PHtTK2OWvROrYsNP8JvOt4O6VaenSUt2zjKTe0dC/nGtJC6Z17uXPnLYkx5akaY+spH7V0M6sqWCWh1JAzvL9t96ZtNSprvCtC2JSbOXfWfGFXhHhLCzXkzBpxMtcKC5OVUGrIGVa6zpQuUo9jyw1MKtoy5WbOnXW82bnhLS1YfWPLNt5xMtcKC81/Al8lodSQM7y/bfekbVb/Pahoy5SbOXfWfGHnhre0UEPOrBEna62EhAL/b6GZNtlU0UrDU20yZaEc+muVFmrINiwpp9QmKWa+MCtfasiZNWQbFmYvoVgpFNMmmypaaXiOH0yJxjoHNWg+Oze8pQVrm/caGDqXKY2k+tuKbMNC85/Au863qH7VeUybJb7hT6HhrVSEWCslWpZtmNUZrHkqlS/W+awhT7Ug22ychFKDQuXIKkzqb6Fy3vTUoyKESfOZceaMo2U8WqL53tJiiUfkeeet1SYLk5BQalAopgThTfOH2rzpaY6v3jSfGSdTMsixWYPm58wd02bLeWu1yULzn8C7rg6FYkkQc3zKuEdFCJPmM+NkSQa5NlupzqghZ7actxabIaHAv5KBRatKbcwoKTe0dDvZGjQ/p/8UqYgt21htsuUp69iy5rjWRr6QUJwplDetYtv0poopbTk030rD2RKNlebn9J9yLlu2sdpky1PWsWXOAdP/VD+GzmOh+U/gYyQUZiUDs6rAUy6pITe0dDvZGjTfU4ar9VR6T4kmd2xZc1BrI9/GSyhzfCr1lG3OMaawGTZn+VR65k88lX4+NucYU9gMm6VsjgUYT6XP/Ymn0s/D5hxjCpthc9OeSl8EXTe/p1JP3eYcYwqbYbOUzY3TwL3LpbxLtFq+CVON0shUP2rYrDF3KTYtY1ZqbK2lrqlrkWmTPbYpa2UoThYmW0bILJca6p9pM7X/HD92H2c9L6f/nDFL6a+EzRpzl2IzJ2+9x9Z6LjMfU8/17n/ouKFjWFj7CVxEvhPA/wHwHf3x96jqr4nINQDuAvB6AKcBvE9VX2Y72HX+5VLeJVolSpe8S7Ss5Vg1du6xyvxaKTuzjlmpsbWc29IN0Tx327bwSLV/AXCDqv6jiLwawF+IyP8G8F8BfFhV7xKRjwK4FcBHeK4tsUpC8aanLMra0g10WqGiTPnLm/7O9f7xNXKUGad3DjHns+pOzP5L0H/s3766/1EANwC4p2+/E8B7uK7t9OHi11VtTHrKpKw5tI1J/Vuhokz5y5v+MnMvtT/r+IzxrUaOMuP0ziHmfA4dw0LSl5gisgdLmeT7Afw2gL8D8JKqnusPOQPgqhXnHgFwBAC2trZGO9h1degpc9eip5xRgyrWupkVe55alYos4+MRp6fEUeu+5+z+Leu/eBWKqp4HcK2IXA7g0wDelGpAVY8DOA4A29vbo/8HLRbcqoIhCuVdVZBqkylxsOP0pvmbXLVgpfksKcc7X8ZICyz5K9emd96yMKoKRVVfAvA5ANcDuFxEXvkHcDWAZ7muXQCTPjKlkVTfvKlojk1rmzftzImJadO7/6E2tlyScq53vgy1sdcd06Z33rKw9hO4iLwBwL+q6ksichmAdwD4EJYX8vdiWYlyGMC9fPeW/72YVQXsb/OZlS81vuG3ykKetLOlcSxRtcCUiizneufLGNmGJX/l2vTM29ISygEAd/Y6+KsA3K2q94vI4wDuEpHfAPAIgI/z3LqAVRJKDepvaSu1echaVcDs3zsm9tzVyBerbFOD5nvHmbouaqz/nLxNiZOFtRdwVf1rAG8daH8KwHVcd4bBpHc51N/a5k25h87N6cvav3dM7HmqkS8p49EKzfeO03requOY88lcP0PHsJD0JWZNdB23IqSVb749qxs8nkrvTX+tNN+7gqCEzRTZpobk5h1nCUnMOp+s9dOChFIVi4U/Pc2hUK1QYmtVgfc41qDcrEqGUpuHvHPUGid7bFPms4acwVoXq8Z24x+p5k1P2VSuBiVOoYreMbVCuZnjneO/dYzYOWqNkz22KfNZQ87wviYMncdC85/Au86fnrKpXA1KbK0q8B7HGpSbNd6lNg9556g1Tk+ZrBU5w5obY8Z293khoYBLiVlU1IOGM6kiS+IotfHDKi3kSBzWahvvfGFX+KSMrXdVUY3bLOesRaZNFiYroTApMZOKptqsQRWZEgebcnvLNlY/mJJBan/eEs1Qm7dcMnSud74MHcfOF6tNFpr/BL5KQmFSYhYV9aDhTKrIkjhKbfxgyjZWKcqzssZjbK354imX5I7t1CSxdTY3TkJphbZZZA+Pig1vSsyUhXKkohrSQkq+sGLykG1amc+UdZFjk7kW2ZJYSpwsTEJCaYW2WWUPJtVNbWPTUysVzZGKakgLKfnCjCnVJrP/oTb2fKb4y14D1rXIzJeh4zZeQmmFtrVSseFNiZmyUA35yztf2JUMTNmmlflMWReeMl/uumDa3HgJZd++5ROd9+27QEEsbTffDDz0EKevTbY5x5jCZtgsaZMGVS32c+jQIbXg2DHVm25avua2MfvaZJtzjClshs1SNscCwCkduKY2fwE/eVL1sstU9+xZvp48aW87dozX1ybbnGNMYTNslrJpwaoLePMSStct6cf588vXV3QmS9uJE7y+NtnmHGMKm2GzlM2N08BzSnqsZWGWkqGhtlplhF3X7g5Faxlhy+WYcxzblm1a1mxL97FnYRJlhDklPbvbho5hlgwNteXYtLYxx2yoLfW8nHFkzp21jR3nlMa2ZZvW/LbOSY7NoWNYaP4TeNdxd7l5lgwNtdUqI2x5h6K1jLDGONYo6WtlbFu22UoZcezEXIPFgntjmRJPGW+VtrHoaUuP4GJJF6VsWmWbOcTJXBc1dn8yJTEWJiGhMOkdm/5OibYx6SlbukjxzVsWKmHTKtvMIU7muvCOkzneQ8ew0Pwn8K7j0btSTxlvkbbl9t/CLjpPWaiUTabkNrU4mevCO05PSSwkFPjfzIZJ22pQYu+bWbVcQcCixC3JGd5jm2pz6nHWeKTiUJwsTFZCsdLwGrStBiX2jjOHSlspK9umNc4acob32LJjajVO5rUk9bih81hY+wlcRN4I4PcA7AegAI6r6h0icgWATwE4COBpALeo6jfYDq6SUKw0vAZtq0GJPeNsvYKARYlbkjO8x5YdU6txsq4lOXGWllDOAfglVf2iiLwWwGkReQDAzwJ4UFVvF5GjAI4CuI3n2hKLRR7FaYG2sW3WkG2s48iszsgZR2ZFiPfcDcXJiqmUPGVdFzn918ih5iUUVX1OVb/Y//5NAE8AuArAuwHc2R92J4D3cF27ACbVapme5lB/b9nGOo5M2cOb6g61lZBtUuL0ziF2nNZ14d3GzqHmJZSdEJGDAN4K4GEA+1X1uf5Pz2MpsQydcwTAEQDY2toa7WDX8ahW6/SUWbHBpv7WcWTJHqWeKG6Vophzx+prTI7WkMRy+rK0eeTQFCQUAICIfDeAEwB+UVX/QXb8O1FVFREdOk9VjwM4DgDb29uDx1wKi0WdqgJvCsXqvxQ9bXUc2TR/t80SVUtMOWNKNnPWBTNva+QQC0lVKCLyaiwv3p9U1T/qm18QkQP93w8AOMt1baf9i19XtaVQHDb99abEVnrHpqKtjiOb5u9uy5GFrG3MPGjZZk6+MPO2Rg6xkFKFIgA+DuAJVf3NHX+6D8BhALf3r/fy3VstoXhXFXjLDaz+S9HTVseRTfOtEgqrbS73X0mxOVepaF0OlZZQfgTA+wD8jYg82rf9CpYX7rtF5FYAzwC4hefWBaySULyrCpi0jS1npMTpKTeUor/WmLzlDG+an5MvrUhuTJvM+WTbtF5zWFh7AVfVvwAgK/58I9edYTBpVQ7VtdI2tpyR0uYtN5Sgv9aYvOUMb5qfkwdWf0vkKFNCqSHbMK85LIyqQqmBrqtTVcCkbVP7tt3afw2bNeQMb5rPkrpay1GmhFJDtmFdczbuXihzfCr1lG3OMaawGTbjqfRrfuKp9POxOceYwmbYLGVzLBBPpV8OYAtPpZ66zTnGFDbDZjyV3gFdN7+nUk/d5hxjCpths5TNjdPAmSU9XedXAjbGZk7/3rs/1x1Xaufe7pjYuz+t+ZJq0+Kbx+5PZpw5c+w9n0ybOWObMp8sTPZ+4ENtKSU9qSVDOeVGKTZz+mfaTI1993E5c2I913uehtpy5s7qW+r4eK8LZr4MHceeT6ZNZn4PncdC85/Au45b0uNZAjbGZo1di8yys5w5scbkOU8ec2ctr2OVzXnEySqrrLWb1zNHU+czJBTYd/O18kg1tmyTsuOsZSmKadN7V6R3nDV2C9e4adfQ2ObINtb5zJk7q5zJwmQlFCtlZdNTK23zpo9sWphCuZnzlGOTObY14vSWS4bOLbEuUsaWPd5Wm0zfhs5joflP4F2XR7VSKJQnZa31KDDv3WVsKYppkzW2U7yBViuyjTVHPSVO75u8pebtxkkoFhlhDJ3xpm3sig1v6p9Cf1um3Ez6m1MpwaTcrP7HxMmWipg51PLYpuQtC5OQUJjUuQZty6G/1uOYfeXEVINyM+eYLZcwc5SZtzk5WkO2aXlsU/KWheY/gXdd29UZNSo2vKl/Cv1tmXIz6S9bLmHmKCtvaz1SjS0VtTK26/J24ySUVipCWqb+JSWOUvfJrkHzrRIKi/qXqkKpsS5S5AxvmzUksdjIQ6RabIrWCvUvLXEwaW1qWwmab5VQmHnFlha8x9Z6LlOmSD2XnS9Wmyw0/wm869qpCGmZ+peUOErdJ7sGzbdKKKy8KlWFUmNdpMgZ3jZrSGK7jwkJBdxvhFmUuyW5wTPOWvSXHZM3zfeWM2pU+NTIUVZetbQZjIVZSSgpFIctZ1gpsbfc4B1nDfrrPU+pNmvINt5tzDFLbWPbtMaZc32xXnNYaP4TeNdx6SlbzrBSYm+5wTPOWvS3hBTFjNNbzmBKYuxKDGaOsvKqlc1gGyeh5FBiq5zBoo+tyw3WmNjVGd6VL8yKEFY+etB8b5s1ctQ7b3PitNpkYRISSg7VssoZTPrYstxgjYntP3Puciixd75403xvmzVy1Dtvc+K02mRh7SdwEfkEgHcBOKuq/65vuwLApwAcBPA0gFtU9Rt895b/pb2rMzzpY+tygzUmz8qd3Lnzrghh5aMHzfe22YokxsxbT4mzhSqU3wXwPwH83o62owAeVNXbReRo//42nlsXsFjM86nUU7Y5x5jCZtic7VPpsfyk/diO908COND/fgDAk14PNVad51Opp25zjjGFzbBZyuZYIOep9AMX8Jd2/C4731/qJ55KPw+bc4wpbIbNjXwqvaqqiKyU50XkCIAjALC1tTW6/66b31Opp25zjjGFzbBZymYLZYQviMgBVX1ORA4AOLvqQFU9DuA4AGxvb4/+HnaxaKf8LfW4GuVvu+PsOm4pWkr/rHnyiCnVpvfcMXdFsvK21r25WxlbVo6OyVsWrGWE9wE43P9+GMC9HHeG4V3Sk9P/0HG725h9rTp3d1tO/yk2U3zI8Z8dk9Vf9tyltFnHJ8dfZm6kHtfK2DJzdKht6BgWUsoI/wDAAsCVInIGwK8BuB3A3SJyK4BnANzCd22Jrmun/M27dDGnxMlauuhdApZThseMybqLjj131pI+z12Lte7N3crYsnI0NW+LSiiq+tMr/nQjz43VWCWhMOWMGhSKvcuNGWcrVNRbWvCWM5g5yrbpnaPe68IaZ437nsdOzAz6aKWK3hTKmz6y6W8NKuotLXjLGcwc9ZZV2DnqvS6s53qvi1SbLGRXoXij6/x3YpamUGNsWqkim/7WoKLe0oK3nOEtubFkFY8c9V4XTNnGU+JsYSdmVSwW/tUZLMrtQduscoNntU2tmzzVqOZp5RF8NfKFLWdY45za+k+Jk4VJSChM2cObcg/1x/Q/1V82/WXSfOvYelPdobYSlHt3G1tasM6n9xx7r7uhthLrPyVOFpr/BN51/tUZ3hUbJWQbZvUEs39vWcizMqWlR/DVyBfPOfaulKq5/tfFGRIK/KtQalRseMs2OZTbKi0wY8oZR29pgVWxUYvm17jXeo5U5B2ntzzFwmQlFCvtYVO0GlQxxTc25bZKC8yYvOWSoXNL5EsLNJ+Z76nn5khF3nF6y1MsNP8JfJWE4l2FUqNiw1u2YVbWsP1nVkqwqH+tDS41aH4JeYopFXnH6SlPbZyEYqGiNaSFmrTNKjcwpaicefKWhZgVBK3MHbM6o8Z8po4tUxLLscmsfGFhEhJKDtUqLS0M2Shh0yo3MKUotk3m3Fkpt/c8DbWx5RLmumAelzN31nPZ+WKdTxaa/wTeddzNAy1QKA+bVrmBKUWxbTLnjlVB0NLcMaszasxnztxZ1yI7XyzzuXESSo2qghxqnkJP2d+2M+UGKy1kSwvMah7m3OXMk1W28a7wmZq0yIyzxvpnYRISCpNCMalR6rk5Nq3ness2JaSFFPrLHlumtMCUbZj9D9nwzpchG+x1570WmTnEQvOfwLuuTlUBi961cv+FMTFZab63FOVZFeEhLTBlG1b/NfJlzFr0lDhaWf8bJ6HM8anUU7Y5x5jCZtic7VPpWT/xVPr52JxjTGEzbJayORbIeSo96yeeSj8Pm3OMKWyGzY18Kr03um5+T6Weus05xhQ2w2YpmxungbNKizxKl9adW+ue0t73A+86/5I+5q5I7zhT/UixWeKRaq2ui5w1kGIzJ2+ZZaEsTKKMkFlaNHQMs2RoqC3Fr5yYhtpy+k85LsdX67mp81QjTqZv3v2zbTLXBTuvdrcx11hq25BNFpr/BN51vNIij9Il6y43z/K0EvcDL1HSl2KTPXfWOFspr5v6uii9K3JM/9a1GDsxnXec1aBQrJjGUMVWKDfTJlu2sY6jd77kjG0NqYg5tqzx9sghq1TEwiQklBw6Y5UzvCkUM6ahtpYpN9NmzpilHMf0P7UtZxyt/rKlIubYMsfbe90NtQ31xULWJ3AReSeAOwDsAfAxVb2d4tUOdF0enbHKGZ4UKrd/752S3pSbaZMt21jH0TtfvHdFsqUi5th6S4usdZd6zWlCQhGRPQB+G8A7AJwB8AURuU9VH2c5B/CrUHLkDCaF8q7YYEtF3lLUlMaRLWd4j611PmvIGRY5ZszYpq5/b6mIhRwJ5ToAX1XVp1T1ZQB3AXg3x62LwaRVOXSMSaHY1J9JFVP88O6fbbMVqcg7TuZ81pAz2FJOimzDjj3FJgs5EspVAL624/0ZAD+0+yAROQLgCABsbW2NNtJ1XBru+S23h2xTQ26oIUVNaRw9JY5aj6tjyyXMsWWuxRakoiYklFSo6nEAxwFge3tb1xz+bVgs5nkzmynbnGNMYTNsTvFmVqI6+pq6PFHkegC/rqr/oX//AQBQ1Q+uOmd7e1tPnTo12tbnP7/8z7VYXPjvZW1j9rXJNucYU9gMm6VsjoWInFbV7W9rz7iA7wXwtwBuBPAsgC8A+E+q+qVV51gv4IFAILDJWHUBN0soqnpORP4LgM9iWUb4iUtdvAOBQCDARZYGrqp/DOCPSb4EAoFAYAQmsRMzEAgEAt+OuIAHAoHARBEX8EAgEJgo4gIeCAQCE4W5jNBkTOTrAJ4xnn4lgBeJ7pTG1P0Hph9D+F8fU4+hlv/fp6pv2N1Y9AKeAxE5NVQHORVM3X9g+jGE//Ux9Rha8z8klEAgEJgo4gIeCAQCE8WULuDHazuQian7D0w/hvC/PqYeQ1P+T0YDDwQCgcDFmNIn8EAgEAjsQFzAA4FAYKKYxAVcRN4pIk+KyFdF5Ghtf9ZBRD4hImdF5LEdbVeIyAMi8pX+9XU1fbwUROSNIvI5EXlcRL4kIu/v2ycRg4h8p4j8pYj8Ve//f+/brxGRh/s8+pSI7Kvt66UgIntE5BERub9/PzX/nxaRvxGRR0XkVN82iRwCABG5XETuEZEvi8gTInJ9a/43fwHf8fDkHwfwZgA/LSJvruvVWvwugHfuajsK4EFV/QEAD/bvW8U5AL+kqm8G8MMAfr4f86nE8C8AblDVtwC4FsA7ReSHAXwIwIdV9fsBfAPArfVcTML7ATyx4/3U/AeAH1PVa3fUTk8lhwDgDgCfUdU3AXgLlnPRlv+q2vQPgOsBfHbH+w8A+EBtvxL8PgjgsR3vnwRwoP/9AIAna/s4IpZ7AbxjijEA+C4AX8Tyea0vAtjbt1+UV639ALgaywvEDQDuByBT8r/38WkAV+5qm0QOAfheAP8XfaFHq/43/wkcww9PvqqSLznYr6rP9b8/D2B/TWdSISIHAbwVwMOYUAy9/PAogLMAHgDwdwBeUtVz/SGt59FvAfhlAN/q378e0/IfABTAn4jI6f7h5sB0cugaAF8H8Du9jPUxEXkNGvN/Chfw2UGX/76br98Uke8GcALAL6rqP+z8W+sxqOp5Vb0Wy0+y1wF4U12P0iEi7wJwVlVP1/YlE29X1bdhKX/+vIj86M4/Np5DewG8DcBHVPWtAP4Ju+SSFvyfwgX8WQBv3PH+6r5tanhBRA4AQP96trI/l4SIvBrLi/cnVfWP+uZJxQAAqvoSgM9hKTlc3j/LFWg7j34EwH8UkacB3IWljHIHpuM/AEBVn+1fzwL4NJb/SKeSQ2cAnFHVh/v392B5QW/K/ylcwL8A4Af6b+D3AfgpAPdV9smC+wAc7n8/jKWu3CRERAB8HMATqvqbO/40iRhE5A0icnn/+2VY6vdPYHkhf29/WLP+q+oHVPVqVT2IZb7/mar+DCbiPwCIyGtE5LWv/A7gJgCPYSI5pKrPA/iaiPxg33QjgMfRmv+1vyxI/ELhJwD8LZY65q/W9ifB3z8A8ByAf8XyP/mtWGqYDwL4CoA/BXBFbT8v4f/bsaSGfw3g0f7nJ6YSA4B/D+CR3v/HAPy3vv3fAvhLAF8F8IcAvqO2rwmxLADcPzX/e1//qv/50ivrdio51Pt6LYBTfR79LwCva83/2EofCAQCE8UUJJRAIBAIDCAu4IFAIDBRxAU8EAgEJoq4gAcCgcBEERfwQCAQmCjiAh4IBAITRVzAA4FAYKL4f9VAeQ+v+pDSAAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -649,19 +431,20 @@ } ], "source": [ - "circle.plot_grid(all_sensors=all_sensors_unconst)" + "circle.plot_grid(all_sensors=all_sensors_unconst) #Provides the grid of all possible sensor locations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Obtaining constrained indices :" + "##### Obtaining constrained indices:\n", + "The primary step in constraint sensing is identifying which sensors fall within the constraint region. This is accomplished using the following function, which can handle different constraint region shapes:" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -670,12 +453,12 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "# Define the number of constrained sensors allowed (s)\n", - "n_const_sensors = 4\n", + "n_const_sensors = 4 #Suppose we want to select exactly 4 sensors within the constraint region\n", "# Define the GQR optimizer for the exact_n sensor placement strategy\n", "optimizer_circle = ps.optimizers.GQR()\n", "opt_exact_kws={'idx_constrained':const_idx,\n", @@ -688,7 +471,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -716,7 +499,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -824,19 +607,19 @@ "9 144.0 16.0 2.0" ] }, - "execution_count": 22, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "data_sens_circle = circle.sensors_dataframe(sensors = top_sensors_exact)\n", + "data_sens_circle = circle.sensors_dataframe(sensors = top_sensors_exact) # Creating a dataframe of the constrained sensors\n", "data_sens_circle" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -853,8 +636,8 @@ } ], "source": [ - "circle.plot_constraint_on_data(plot_type='image')\n", - "circle.plot_selected_sensors(sensors = top_sensors_exact, all_sensors = all_sensors_unconst)\n", + "circle.plot_constraint_on_data(plot_type='image') # Plotting the constraint on the data\n", + "circle.plot_selected_sensors(sensors = top_sensors_exact, all_sensors = all_sensors_unconst) #Plotting the selected sensors on the constraint\n", "circle.annotate_sensors(sensors = top_sensors_exact, all_sensors = all_sensors_unconst)" ] }, @@ -862,12 +645,20 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### We want to constrain the region beyond $x = 10$ and $x = 20$ and $y = 0$ and $y = 64$" + "As demonstrated above, the constraint functions allow us to visualize the selected sensors on a data snapshot. Unconstrained sensors are displayed as green stars, while sensors modified by the constraint regions appear as red stars. This visualization clearly illustrates how sensor placement changes when constraints are applied. The sensor ranking annotations indicate relative importance, with lower-numbered sensors being the most critical." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Linear Constraints\n", + "To constrain the region beyond a line defined by the coordinates x = 10, x = 20, y = 0, and y = 64, we create an instance of the Line class as demonstrated below." ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -890,7 +681,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -912,7 +703,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -921,12 +712,12 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "# Define the number of constrained sensors allowed (s)\n", - "n_const_sensors = 5\n", + "n_const_sensors = 2\n", "\n", "# Define the GQR optimizer for the exact_n sensor placement strategy\n", "optimizer_line = ps.optimizers.GQR()\n", @@ -940,7 +731,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -968,7 +759,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -1024,39 +815,39 @@ " \n", " \n", " 4\n", - " 446.0\n", - " 62.0\n", - " 6.0\n", + " 4041.0\n", + " 9.0\n", + " 63.0\n", " \n", " \n", " 5\n", - " 2772.0\n", - " 20.0\n", - " 43.0\n", + " 3987.0\n", + " 19.0\n", + " 62.0\n", " \n", " \n", " 6\n", - " 4041.0\n", - " 9.0\n", - " 63.0\n", + " 3268.0\n", + " 4.0\n", + " 51.0\n", " \n", " \n", " 7\n", - " 3936.0\n", - " 32.0\n", - " 61.0\n", + " 1667.0\n", + " 3.0\n", + " 26.0\n", " \n", " \n", " 8\n", - " 393.0\n", - " 9.0\n", - " 6.0\n", + " 3217.0\n", + " 17.0\n", + " 50.0\n", " \n", " \n", " 9\n", - " 3922.0\n", - " 18.0\n", - " 61.0\n", + " 770.0\n", + " 2.0\n", + " 12.0\n", " \n", " \n", "\n", @@ -1068,15 +859,15 @@ "1 594.0 18.0 9.0\n", "2 384.0 0.0 6.0\n", "3 878.0 46.0 13.0\n", - "4 446.0 62.0 6.0\n", - "5 2772.0 20.0 43.0\n", - "6 4041.0 9.0 63.0\n", - "7 3936.0 32.0 61.0\n", - "8 393.0 9.0 6.0\n", - "9 3922.0 18.0 61.0" + "4 4041.0 9.0 63.0\n", + "5 3987.0 19.0 62.0\n", + "6 3268.0 4.0 51.0\n", + "7 1667.0 3.0 26.0\n", + "8 3217.0 17.0 50.0\n", + "9 770.0 2.0 12.0" ] }, - "execution_count": 29, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -1088,12 +879,12 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 25, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1114,153 +905,27 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Testing Parabola" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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x8JtJHgE+w2AY5SbaqZ+qeqz79yjwBQZ/RFvZhx4FHq2q/d39zzMI9F7V30KA/zPw8u7o+1nAbzG4oHJrmrkI9DRcyDrJTJJzu9svYDCGv8AgyN/VPa2321BVH6qq7VU1y2Cf/1pVvYdG6k/ywiTnHL8NvBV4gEb2oap6Avh+kld2TW8GDtO3+id9sGDIAwqXA//CYAzzw5OuZ4h6/xY4Avwfg7/kVzEYv7wb+A7wj8B5k67zFPW/gcF/Db8FHOq+Lm9sG34J+Ga3DQ8AH+nafx64F3gY+BzwvEnXOsS2XALc1VL9XZ33dV8PHv/cNrYPXQjMd/vQF4EX961+l9JLUqNaGEKRJK3AAJekRhngktQoA1ySGmWAS1KjDHBJapQBLkmN+n8L6ObTFmPqAwAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "parabola = ps.utils._constraints.Parabola(h = 30, k = -20, a = 0.01, loc = 'out',data = X_train) #Plotting the constrained circle \n", - "parabola.draw_constraint() ###Plotting just the constraint" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# line1.plot_constraint_on_data(plot_type='contour_map', plot= (fig,ax)) ## Plotting the constraint on the data\n", - "parabola.plot_constraint_on_data(plot_type='image') ## Plotting the constraint on the data" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [], - "source": [ - "const_idx_parabola, rank_parabola = parabola.get_constraint_indices(all_sensors=all_sensors_unconst, info = X_train)" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [], - "source": [ - "# Define the number of constrained sensors allowed (s)\n", - "n_const_sen_parabola = 0\n", - "\n", - "# Define the GQR optimizer for the exact_n sensor placement strategy\n", - "optimizer_parabola = ps.optimizers.GQR()\n", - "opt_parabola_kws={'idx_constrained': const_idx_parabola,\n", - " 'n_sensors':n_sensors,\n", - " 'n_const_sensors':n_const_sen_parabola,\n", - " 'all_sensors':all_sensors_unconst,\n", - " 'constraint_option':\"exact_n\"}\n", - "basis_parabola = ps.basis.SVD(n_basis_modes=n_sensors)" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": {}, - "outputs": [], - "source": [ - "# Initialize and fit the model\n", - "model_parabola = ps.SSPOR(basis = basis_parabola, optimizer = optimizer_parabola, n_sensors = n_sensors)\n", - "model_parabola.fit(X_train,**opt_parabola_kws)\n", - "\n", - "# sensor locations based on columns of the data matrix\n", - "top_sensors_parabola = model_parabola.get_selected_sensors()\n", - "\n", - "# # sensor locations based on pixels of the image\n", - "# xPara, yPara = ps.utils._constraints.get_coordinates_from_indices(top_sensors_parabola,df,Y_axis = 'Y (m)', X_axis = 'X (m)', Field = 'Temperature (K)' )\n", - "\n", - "# print('The list of sensors selected is: {}'.format(top_sensors_parabola))" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "parabola.plot_constraint_on_data(plot_type='image') ## Plotting the constraint on the data!\n", - "parabola.plot_selected_sensors(sensors = top_sensors_parabola, all_sensors=all_sensors_unconst)\n", - "parabola.annotate_sensors(sensors = top_sensors_parabola, all_sensors=all_sensors_unconst)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Testing Ellipse: " + "As demonstrated above, when we limit the constrained region to just 2 sensors, the remaining sensors are relocated to unconstrained areas. The most important sensors (ranked 1 and 3) remain within the constraint region since two sensors are permitted in this zone." ] }, { - "cell_type": "code", - "execution_count": 37, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "# ellipse = ps.utils._constraints.Ellipse(center_x = 20, center_y = 50, half_major_axis = 6, half_minor_axis = 4, loc = 'in',data = X_train) #Plotting the constrained circle \n", - "# ellipse.draw_constraint() ###Plotting just the constraint" + "### Elliptical Constraints:\n", + "To constrain an elliptical region using specified center coordinates, width, height, and rotation angle, we can implement it as follows:" ] }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 26, "metadata": { "scrolled": true }, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1272,44 +937,18 @@ } ], "source": [ - "ellipse = ps.utils._constraints.Ellipse(center_x = 20, center_y = 5, width = 13, height = 10, angle=30,loc = 'in',data = X_train) #Plotting the constrained circle \n", + "ellipse = ps.utils._constraints.Ellipse(center_x = 20, center_y = 30, width = 10, height = 50, angle=30,loc = 'in',data = X_train) #Plotting the constrained circle \n", "ellipse.draw_constraint() ###Plotting just the constraint" ] }, { "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.patches as patches\n", - "c = patches.Ellipse((20, 5), width = 13, height = 10, angle=30, fill = False, color = 'r', lw = 2)\n", - "_,ax = plt.subplots()\n", - "ax.add_patch(c)\n", - "ax.autoscale_view()" - ] - }, - { - "cell_type": "code", - "execution_count": 40, + "execution_count": 27, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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bq1v2Xt59993Otpe37aWXXupsv/POO1E5rIya4ls1IRbk46mAXiBM19ib5+KlQM+T4CQt0F0QFJpNbq2tISGwNz9P1eROPy9M7O0hIXA4Pk6zBywi4fyQJvsFwc31dUbqdQ5HRthU7OO80aHwT5GUMmEwkSb7BcCVrS2m9/dpFgrcXVoi9Ci8VFotJrIV5jTZLz56nryirQ+5nj5O3nhPp9Flgaz+q81cCxEvM+hOLmHXFbQpSOvlVme/d+9eZ9uaQnRZaX0cdOuGbb104vCQa9mEu7+4SL1c7rqeNWXFovY8k5Edx7bMk3t7SKvF0dgYjXKZkrkXr2SSfmaxJBTQbcK06xs6n7peZ7H3rNc+rLlKj+lbb71FDPY8DX0vtsxVrHSTZzazz0K/015Z5tMmIe2c/9RnJPQM5WaTO48eQQg8nJlht8cllyazH7cdE2KbcDGRJvugIgRe2Nig1GxSHRtj1VgezhuFRoOxvT0QYS9N9kuBvtF4zzRhPct0W8yEBt3UyfaxsrLSJUcblhKurq52tm0Ah/bU0nTZyqH7tyZATU1tNVJterqyscFotcpBscj61asUFaXT5h+vGq4XNOTlvRcRJnd3KQCHk5OEkREKPE4dY6WVoJuq6jHWtBr8yrv6Ger7tN5pWi773HWfurSSVRliwShWRnttfZ6+1qypYx97hy00dffy2Hk59GJIX/YBxGStxtXsR+Ldubm+mLzaFH43fdUvDdJkHzAUWi1ub20hwMrkJHtOeOh5oVirMba/TxBJq/CXCGmyDxie392l0mhwUC6z3Kev6nRmkahOTz9TQYmEwULPdfa2TuUlQLT6RyyxodXxtG7l6W4a9jgvKYWGl6tcm5es+USbiaxMt8fGuLO3R2tmhrcWFhjNrm+P86LN9L4eR6uXR9taLaYyGbfn5lxTp76Wl2tdmwpjz8HKBN1mUC8xxO3btzvbb7/9dlebXnfR19YmP+h+H60ceq3G6uL6ndNrMPad8KLeYmXCrTkzlvA0L/KUf3peRL4uIt8Vke+IyK9nf58Xka+JyA+y/3u7XHzJUGw2uZktIK3MznLYp9RP4zs7lBoNapUKR47tOeHiIQ+NbwB/P4TwCvDTwK+JyCvA54A3QggvA29k+wmnxNXVVcrNJnuVCut91JOnMovATo987xN6hzy13paB5Wx7V0TeAm4AnwQ+lh32BeAbwGdz9Ac8bnqL5UzX50A3lfRyp9nkBJqmaWrnlY728nbr8zxvQOvJd1KE09TWFouNBttTU6zcusVcudx1bavyeHROU1A9VtbEeFKUYfnwkNFqlVqxSHVujkKh4JY08kxvet9SXw2tNtlnpu9Fm82sOVNTaV0CGrrps75nOx763mzknH4WN2/e7GrTZledHMNTebz3xTOd6vNsya5YbkeNp1qgE5HbwI8D3wSuZj8EACvA1afpK+EYpVqNK5kPwGrmDtsvTGZf9b3Z2bQwdwmRe4FORCaBfwn8vRDCjlkkCiJy4s+ViLwGvAb+gtdQIgSWPvjguFTT1BTbfdSRpdlkMlsQSxT+ciLXl11EyhxP9D8IIfyr7M+rInI9a78OrJ10bgjh9RDCqyGEV72V2GHE7KNHjO3v0yyVWDvDmmynwcTWFoVWi6OJCWopqeSlxBO/7HL8Cf9d4K0Qwj9WTV8BPg38Rvb/l5/UVwiho3dY3ULrI9YcFjOfWL1T63hW39F6lzYFWT1U929rrMXMM1Yv16zHspm2LjdyeMjM8jLNEFh+7jlqznl27cAzqelj85ozQwhMrq8TsqqvMfOPHVMvH3xMB7bnxDLaWPnzwprlYtF9dkw9096iytxr3xfrKh3rX8Pq7Prars7tJBBtj92z5o3/WeC/Bv5CRL6V/e1/4niS/6GIfAa4C3wqR18JAK0WSw8eQAhsz81R7XNut5H9fUYOD2mVSlSnp8FJEZZwcZFnNf4/ArGUoj9/tuIMB2Y3Nhg5PKQ6MsL6Oed7z4PpbGFud27uuBhkmuyXEj2PsGjTFC9qx1IR7Y3k5TvXNE0nn7TH6qgxr8SOpWyxZBBeYojHkgseHDC7tkYrBO5fucJRs3ni5PLKImlY6quP1deOmToLjQajjx7RCoHt2dnHjvPykOdNjqj7sDRey2/HUZuXvDH1Isr0sbrNJpfQ921Nb56ZNVb+yUuoasc4VvLJPtvYmEK+8s7JN76XCIHF5WUIgd3ZWQ56nIziJExubCAhcDA1RSNZSy410mTvIaa2thjd36dVLLJxtf9uCdJqMZXFl2+b+O6Ey4e+5Qb2nPwtTdM0ylut1H1aGq9XWHUuOY8q2bbYarm9l5NkLDYazC0v02o2Wbl6lZqyTJx0nrZIeDn1LWLjc5K34eT6OlKrUR8fpzYz0/nl9yqOangrvzE1x+b61/JaCh4rleV5DXpWGL1t70tf21qDPBVCw3tOWiWx3ntatcmbW84e134W3jNJX/Ye4crqKoVmk/2JCfbMD1FfEAIz7a/6ACwSJpw/0mTvAcb39pjc3iYUCqyp7LL9xPjWFqVajfrICPuD8OOTcO5Ik/2cIa3W8aIc8GhxcTAWwUJgJisptbO0lIo1Dgn6prNb3ULrRVYni0WseZFFVifT5hS97ZUQPikRY6xNQ+tTM6urFI6OOKhU2JiZoa6u5+meWi57L14kWiwirsu0tL1N+fCQRrnM7syMey+eDnia86zpTXunWV1Zm0j1fXreb3Y8YjLad8fLo2/3Nbx3LiajRUzX9xK8eHLEkL7s54jK4SFzm5sgcuz7PiBf0PZXffvKlWMnmoShQHrS54UQWMps6ltzcxyZNEX9QmVvj5FqlVaxyF6Kbhsq9JTGi0iHElkqpimbNZvpYANtxnmaEjix/N7Wk0rToTxeSbFrzT56RHl/n4NCgeXpaUJGyzUVy5s/zgZmaCps6WEsP137/ieWl2m1WmzOzVEPARoNNzDDo4deQoa8HoCaItu8bTHvN9tf3lz5eb3wvPLTp0084ZV/iqleXh+2LY95Nn3ZzwGlWo2FzKy1dvXqwCSCKO/vM7a7SygU2ElONEOHNNnPAUurqxRaLXanpvoe0aYxkxUl3FtYoJVqrQ8d0mQ/Y0zs7jJRrdIsFnm4tNRvcTooHR0xvr1NEGEnOdEMJfqms1szi9ahrI6q9TV9nBf549WS03qRZ86wJhd9bO0EE5qEwNwHH9BoNFibn+cQaBqXWy2/vbbej+mrts3KGIuumlpdJbRa7M7PUy8WCTldcD2TUey6kF8P1bBtsefuJbnI607t6cOe+7Nnjj1pjSS2n0dGb03HOy+G9GU/Q8w9ekS5XqdWqbDtZFTtNYq12o/yy5nsqwnDgzTZzwilRoOFLN3x2tISYUBs6nDs2CMhUJ2dpZHyyw0tBsaDTpsjbE63GMWyJgwvR1deObycaFpNsG1LKyuERoOtyUl2K5VTZXvR8usxsOPhlRKyyQ9Kh4eMra/TArZUWO1p8p5Z6pvXk88z0XnebzHvNI+Ce7kN85rNnobGazVKn+eZGz2zWV6PvFiJbPecaEtCbowdHDC9u0sQYW3AaPLM6ioC7M3P0+hDRdiEwUGa7M+KELiWmbQ25ub6WuTBory/z8TWFkGE7QFIlpHQX/S8imssyF57T3n5wTTVs0EsHp3TdMujdjEvNnu9Nl2a3d6mcnREvVRiI0vM4HnJxYJd7LHaIuGlR/ZWfReySjO7V67QdH6EvEQius0LCLEUPEYnvaAeLwAqr5dc3hx6nsefPcdbqY/J4gWxWIqvZfHUJq/slzcmnWOeeERCFIVmk8UsM+valSuEAQoqqeztMba7S6tQOA5jTRh6DM7beQGxsLlJqdVif2yM3T5WXj0JM1kM/e7iYvKWSwDSZD81yvU681kuu0FblBvd2aGSefElb7mENvr2k291Dq2X2gQHOiJO42mS/8W8mzyd3epWWuarGxsUQmB7aopqudxlaot52kG3zm771+sWejzsGoanOwswu7KCiLB79SqUSgin977ydEFvfSOWOMM+25jpyru2V8oqr7yeudG2nSZZyNMkPtHviH4HPK87z7szhid+2UVkVET+WET+XES+IyL/KPv7HRH5poi8IyJfEpEByLfUG4wfHDC1t0coFHg4YF/1sa0tRg4OaJbL7A2YbAn9RR4afwR8PITwEeCjwCdE5KeB3wR+K4TwErAJfObcpBwkhMDVLHx1Y26OxiDpwyEwm63Ab1+9OlALhgn9R55abwHYy3bL2b8AfBz4O9nfvwD8Q+B3ntRfjJroXGR5q3c+DRWz1C8GLZ89p1gsMrO3x2itRq1UYm1qitBsPkbHdZCPpVs6Ecfu7m5Xmw780HTXUt8YrRxfX6fSaNAYH+doaYlCJLAGulUIz6tN02JPbcpbaVZX0IXu8bABPzETqeeBljdwx8Lz5PM8Mz2TWt7+Y/kXPfNaLMHGM3vQiUgxq+C6BnwN+EtgK4TQvrv7wI08fV1kSAgstf3f5+cH68vZajGdrcBvX7uWcsslPIZcb0QIoRlC+ChwE/gp4MN5LyAir4nImyLyZt6v66BidnubUqPBUbnM9oCZ2ibX1ynW69TGxjgwVVcSEuApTW8hhC3g68DPALMi0uYfN4EHkXNeDyG8GkJ41QauXCRIq8Xi1hYADxcWBiZTLBxXYp3KdPWdAcpimzBYeKLOLiKLQD2EsCUiY8AvcLw493XgV4AvAp8GvvykvkIIHb1m1sR7a33N6nUx3dz+3avlFXOlzVv6dmFnB46O2KtUeDQyAspcYuXVpsJrpgKMTqZpzXKxktBWx7O586fff5/RQoGjhQXC0hLtVi8RgvfDG4ss9FxA7bpCzPS2t7fXdZyugTY9Pd3VZksnt5E3otEem9c05iWc9N4X3acdX8+MFnPH9aL7vGjHGPIsJV8HviAiRY6ZwB+GEL4qIt8Fvigi/xvwZ8Dv5ujrQqLQbHIl+6qvDhhFLh4cMPHwIYiw8/zz/RYnYYCRZzX+PwE/fsLff8ix/n7pcWV7m0Kzyd7YGNUBqKmuMXP/PoTA/uIijfFxyGnJSBg+9NxI3KYblsZreB5SnvdbXs84DUvbLd0vNZvMbGzQDIF7ExMd2qmptS4BDd3U1NJbT8ZYCSLbR1vlGdneZvLggDA6Sv3FFxktl7vuR6tG1gtRy+/J4eX80+dZ2hpTIfTYAKxnPgsA1Wq1q02/I5rSeyqa907kxdOUvPIiHL3zNGImNe8d9uoFRK/zxCOGHItbWxRCYGd8nP1BSv4QAtP37gFQvXGD1gVe/EzoDdJkd1Cu15nPHF/WBkxXH3/4kNLBAc1Khf2UmCIhB/qWSnrK2KnzBjDEUiVD/jTNeVP+Lq6v06zX2ZqYYFeEI+UZp2mrpcje6q1eufeSb3h/LwMzKysUikWOXnqJUbWOEFsFz7uKDH6qag09jp53nR4fL7jIrtRrdU7TeKvW6GfhpdY+LbxV/JiXnxcYZGXMmztRvy8xb0Pv/PRlj6BSrzNXrYIIqwOUFhpg8sEDCo0GtelpaqmMU0JOpMkewdXNTQiBR5OT1AZIHy7t7zO+tgYi7N661W9xEi4Q0mQ/AWNHR8zs7xNEWDUVZfuNmXv3jk1tS0vHpraEhJzoqc5eKBQ6+pb1jrLloGLQOpjVeT1d2crRxkk62OLGBq1Wi5XxcfZbrY63nD5W62RWdq2TeUkrPX3yJF1w9NEjRnZ3aY6Ps/vccyfqZ7FkEF6iRy9ZpOdp560JxBJr2vUNL3nmzs7Oidv23cmrz3vrQvo4ax703qW8Od/zrm/EkqtCt/x27SOPK3r6shuMHR0xdXhIU4TVAQp2kVaLmQfH4Qd7N24QBimOPuFCIE12g6XMQWZjaormgNRVB5hcWaFYq1EfH+cg5ZVLOAV6bnprmwys+UHTPkvnNDXTlNkrR5TXw0j/vVKrMVWt0hRhbXLyMYqvqZKWw3p+abm8wA97ns4/pgNm6ltbjLz/PkchsHbrFiVFi2NlgOy9eYkQ8laJ9VQSSyv1vekkHZZu6tJW9rk/ynIHADzMCnHA46qAHjdL8fW7o9vstXSeP3svXg69vMkr9H17FYY983Fek2gM6cuusJjphY8mJ2kM0Fd9rr0oNzdHzRSMSEjIizTZM5QbDWYzu/pDE2rZT0xublLZ26NVLLJ149InA0o4R6TJnmFxZwcJga3xcWoDsvhVaDRYWF0FYOvGjVTsIeGZ0HPTW1tH85IGWpOD1ne0/mf1J61TeuYNm7yw2Gwyt7tLCIE19VX3khh4pjeNlSyDzEl92mg53efU1BTXV1Y42NmhMT7OSrEI2fFaN7RmIn3fXmlnfZzVIWOJROx96n2bwEPr7Fr3vH79etdx+l6sKTWWf19Hytk2ey+eHh2T92nezZi8XrKQvJF5nrnUtuVxC05fduDKzg7SarE7Ps7hyGCkvx+vVpne2SGIsP7cc/0WJ+ESYOh5YaHVYqEd2TYgunohBK6trQGwvrBAYZBCaxMuLPpmerNUKZa44aQ+2rAmmJjZCeLRSfO7u4Raja1Kha1CAW8NPua9ZymUlt9SdW2Ki+Wbf2F/n62pKQ7KZb5fqXBTmZ30cfB4aaiYx5iVUdN/L0JQH2dNb14pY514Yk6FB1szn+edpu9N92FVl4dmfDRi+QafJvnpacpL2XfYUyf0s4klDvHOeZJcnWOeeMQlhoTA4oB91ccbDZ7L9N97c3OElCk24Yww1JN9vlql1GxyMDLCrnLM6BtC4KVqFQEeTk4OVmachAuPntJ4nUraQtM7S4E0ZdZUzK7easo8aZxPdJ8hBAiBhc1NQgisnOAtd5IcWna9bSmVV4FVU86tLGNtGy8VizSOjlgrFHiwv08ro+uWzs3Pz3e2LaXV19NjZT35Njc3O9ued53uw1JwXbJr3ETgXVFFJT2K+dhzibRpy4tNOa3VOas2xa7t5Qb0vC+9VXAvr5/nzaiP1XLZa+nzvDTTMQztl33u4IBKs8lRqcTWAHzVK60WL2Y/Xt+vVGil8k0JZ4yhfaMWsy/d2tTUQFRQ+VC9TjEEHpZKrCfnmYRzwFBO9tFajYlajUahwKMBSACx2Giw2GzSFOEHSU9POCf03PTW1kOsN5aXNFDrNFpvtH1o05CX8O/G7i71RoOHExM0QoCIvuaVYta6spVXR2FZE49u29zcpBwCH6rVCCHwraMjHmayaL3f6spaLnufel8fZ3V2LfOCyWOnzVxaXrv+oNs8D72Y2dPue6WMdduYUbu0vNYcq5NeaHimWU//9cpG6bG3/dtnGIOXVFLDjmMeT8HcX/asbPOfichXs/07IvJNEXlHRL4kIoPhevYEFFst5jPT1toAfNX/Sq3GSAhsFYvcH6BIu4TLh6eh8b8OvKX2fxP4rRDCS8Am8JmzFOy8sHBwQCEEdkdGOOpzIsnrir5/u1weiLWDhMuLXDReRG4C/xXwvwP/gxxzlI8Dfyc75AvAPwR+x+snhNAxVXhUyZqyYtUxLUXWFM6aVtpYyAJeVsfGaLVaj6kCXpkhTZW0/PZaug8rY5sKV5pNbhQKFCsV3h4dpVguM6H616YxS9G0ecnSc530QufmtxRcm80WTeYbfay+T3svmmZbE6BG3rzodrxjZbQsldb0eWlpqatNmzq9xCd5S1l5XoReDjqthuTtwysZlafck0XeL/s/Af4B0L76ArAVQmi/hfeBgQ+2nqrVGG00qBeLbEfKAfcEIfBju7ud1feVAUpVnXB58cTJLiK/BKyFEP70NBcQkddE5E0RedP79e8FFrMv//r4eF/dUK8fHDBdr1MrFPh+P390EoYKeWj8zwJ/S0R+ERgFpoHfBmZFpJR93W8CD046OYTwOvA6wNzcXJzDnTPKzSbzh4fHmWj6uDA33mhwK/vR+V6lQj3p6Qk9Qp767J8HPg8gIh8D/scQwt8VkX8O/ArwReDTwJef1JeIdHQXL6mk1VFj0Uo2uaDW2a0r7fPNJqHVYrNSYbdeh0xv8pJWWt0tptdZ11wtlzafSAjcrtcZq1RYGxujOT7OrDrPytyGHQ+t81nTkr621l+1+yp0m6u82mN5kzXkjQbzXFGtPq/71DLa5+7WN1N9rGZZf+DxsfZKaXvRffo98N4dLwGGfr7a7dhbOzgNnsWp5rMcL9a9w7EO/7vPJMl5IoQOhe+nue3a9jbjjQaHxSL3BignfcJw4KmcakII3wC+kW3/EPipsxfp7DFXqzHSanFYLLIzMgLOl+C8MHF0xNXdXXaBd2dmku97Qs/RcyfsPPnbrclBU2FNqTwThqZGV/b2kHKZ9clJCsUiRceUoumdl+Agb343EaHQavHCo0fHxRivXqUwM8P0CfepZfFMe9qDzKoQmp6PR0o5Q7dZyz6TWOSVlzvNo+cexc+bCy/Wt4UXOaflWMsyAbWhx96OlR4Pq/LoY/VxHo0/7Vh5950nj/yl/7yUm01m6/XjXG59im67sbXFSLPJQbnMyoAkyUgYPlz6yX4l+1JvVyo0+0Cdp/f3ma9WCcD7Cwsp80xC39C3WEqPwtrVVk1tYl5Vdr+d2ni2WqXRaLA5MdGhjHqV2tJ47ZFmaWWMRlnq1U5LXGk2md/cpBoC709Nsbq35650x6qR6nxu0J28wo5VLHgkb/pi6FZl8iZksDQypgJZy4LnMRZr84JRrKdgTLWz8m5sbERl1GOQVyWxx3VZZZykFF7VWc8yEsvtqHGpv+yjzSaTjQZNEXZ67LxSCIGXt7YohcBmpcKqeQkTEnqNSz3ZF7Mv1MbICK0e0+dbu7uMZWa2d5W/ekJCv3C5J3tG+dd7nBDiysEBiwcHBOCd2dm+rBUkJFj0LW+8jTbLmz9cH+clOdx4911Gm00ahQJbpRJTyrtO60Va/4VuXVmXmoK4F5TWccfqdabv3mUzBL4/Ps57773X1YfW3az8OkpNj4+X8/3q1atdbTGPLttHrKSyPc+LvPJMUjGd3Utu6SW2yGtu87wePXPmDVU000v04ZnNvGSRMROgJ783pp7+HsOl/eQstCl8D+PEi60WL29vUwiBlZERVgeklFRCAgzDZO/hhHtxZ4fRZpNqschfDkDG2oQEjb550HmJCmyQQsz8Y6lMm8aP1OvMTUzQEKG0tMSCSJdpRVcctTnItSrg5SnT5plqtcr1apWZgwPqhQJ/MTpKPaOrNlBFn2e932IJGjTlhu6EDLZ/rQroPiyN1yqEHcfYtS311bnrbPiyHittHvRMb5bexiq82jxzGs+ZIpixyqf22eprz5gFVa162XGMlW6y0P3b+9TjGguisv3bZ9Y2IbtBQdGWC4yZ7AXdqlR64sQyVavxfHbNH05Pc5gW5BIGEJfyrWwvxm32wLZebjZ5aXsbQmB5YoLNlAo6YUBx6Sa7tFqMHR0R4DjC7TyvFQK3Hz2i3GqxOzLCveQ4kzDAGJjSI1pP9HKh64gvq9OMjY0xUatRLBQozc8zq/RvrdvqGms6Sgy6dV5rlrOJB2+urzNXKrE5NcXq4iLTmR7l5f7W0VZ67QC61w+0fmbzpGs9+sMf/nBXm9YHtW5v9VydZNKOgdYH33777c72zZs3u467Ehlf6E6Kqa9ldfvl5eXOtnX91ePz/vvvd7btvejxsc9Mr4vodyxvXTnoXt/w6hF4CSq8yLaYm7RdA4itP+g2z0R56b7s45l9unrOdHpxa4u5vT1aIvzl/DyNlPM9YcCRJvspML23x7WMHdxbXGQ/2dMTLgB67kEXM0/EIq2gm7ZqzzJL+wSQrS0OWi32jPlEUzFNMS0l1DTemmBEhNGDA55fX6c1NcXDxUXKc3PMrq93HaepnTXtaVqvqak9T9+bpaaaPmvPL+i+z2vXrnW2NaUHPz+dve82LN3Xpjfrhafl11F71nNS58e3pkj9Tuhrv/TSS13HXb9+vbNtx0pTay2jfe6a/tr3yktiotUBfS1L1T0ar/vXNN5TBSyGjsaP1esUWi1q5TKNc6iEWq7VuPHgARICWzMzPDIvf0LCIONSTfaJc6TwxUaDm/fvU2w22Z+YYM1UHklIGHT0nMbHUkl7ARGa+scqqQJU9/bYODrih7Ua64Yuam8svW1XkTUNbNMraTa5/uABpZERajMzVG/fZkrJb73C9L6X380mWrh7925n+yd+4ic625aC37p1q7NtvQ1jVVctbfVWdvWzsBRfQ6sdVj3T1/M80HSbtU7osXr55Zc727bEk1a9LPXV4+MFo2i57Gq85xmXN522hlULYiXN7L146a7zBMZcqi/7VGYW2TnLckqtFlfff5+RgwPqlQorL7xASCvvCRcQl2ayF1otyq0WLeDorPT1EFi8f5/RvT2apRIrL7xA8xzWAhISeoFL8+aOZLSmfkZ+6RICS/fuMb69TSgWWb19m0YysSVcYPR8srf1Gq+krZfgQOtPXea6RoOjoyP2ymUODg4e83TS0Hqt9qaDY/OMtFrcWl1ldGKCeqHAyo0bHJXLjCmTjJbJmoz0OoCVQ5t1bOIJ3Y/WX7V5Crr1XHttrdfp+7SRc54pSK+F6PPsc9FtVhe3ayEnXRe6n2esvDV034vVqb3yTHqs9LW8dZan8X7TbV6yEA17n3lLWudN5hFD3vrs7wG7QBNohBBeFZF54EvAbeA94FMhhM1YH+eNcvYi1p61Hlazya2VFcYPD2lOT7N8+za1VGk14RLgaTjv3wghfDSE8Gq2/zngjRDCy8Ab2X7f0J7sz0LjS60Wt5eXGT88pFEq8cGdO2miJ1waPAuN/yTwsWz7CxzXgPvsk05qUxZLhzRFtDQqZtLQfy9zTG2ahcKJnnqa8p8UdFNuNnl5a4vG5CQbpRLvLC5yp9UCRac1ZdZU0sqnTUErKysnyg6PUz3tbafpv6XqmuI/evSoq01TcD2O2mvQnmfz0sfG2/NstOqKDd5pwytlZemtbvPyxmtY2WNmW5v/zyuH5VHmmPnRMy3nzR+Xt24B+PS/I0Ouq0IA/r2I/KmIvJb97WoIoR2ytAJcPfnU3qBdKLF4iqKNlWaTVzY3GW00OCyX+cHSEvW06p5wyZD3jf65EMIDEVkCviYib+vGEEIQkRNnWfbj8Bo8/oU6SzSyX73SU0726aMjfmxnh3KrRbVc5t7SUkr9nHApkeutDiE8yP5fA/6I41LNqyJyHSD7fy1y7ushhFdDCK/aAIOzRFtXrziroBoSArerVT68tUW51WJnZIS3Uo73hEuMJ37ZRWQCKIQQdrPtvwn8r8BXgE8Dv5H9/+WnubBXN+wxISOJ9rROs1cuUygWmQmBSqHw2Kq8Pq9ydMTLe3tMNJuESoX7ExN8MD4OIl0mI2vy0rqt1ic9d1P7A6f79NwhvbLM+jyv5LTWUb36aNb8qMdbb3vRYDbaLGY2s2OlTV5e/T99X3pNxMqYt+SxF3lm4SXujOnpXv+ejJ55TbfZ+dOW0dPd89D4q8AfZRcuAf9XCOHfisifAH8oIp8B7gKfytHXuaFVKLBXLjNVr3Pt8JD3TwiGKbVa3Dg85GatRgE4KBT4wdwc1bN0r01IGFA8cbKHEH4IfOSEv28AP38eQp0W98fH+Svb29zY3+cgBB5lNd6mGg0m9/e5dnREMQQKhQKrlQrvTUxQSRM9YUjQ86i3mOlNI6+X0mOmoPFx1ptNrh4c8GO7u/yY7aNYZLNc5t2REfZKJQih42bbhqaLlt7qSC5NTS2t1FTdmqB0/npLwWP3ac1E2ivMUl/d5lFCz/yj2zwa7yXY0KqHpuo2sk2PgfVqi6lDNlowr0lK38vTlKHS9Nyj1p6a4Hn5aXgRk1rmWNuz0vgLhfempqiWSixsbTHSalEMgf1SiZ2REdZHRtgrl11X2oSEy4pLN9kBHo6Nca/9yxcCiJzKlzgh4TLh8tuZ0iRPSAB6/GUPIXR0i7w6I3TrTNqEYfUTTc89U4ruz2Z60e6c6yaRpM5/rs1wnguo1Q217mldXWM6u9Vzvfpoegx0f54uZ8c7lrvc5sDX+1Y10usdugSyq1Mar0U9VnpMrW6vkdcV1R4Xq+MHvntuTI/2XL5tf57JLnacHce2zENX6y0hIeFxpMmekDAk6PkCXZtmeHQjb9SR57nm0TSP6mmqZL2lPvjgg862NjVZ05tngtHHWtNeLCe+VTU0bP/6PrUq45lx7LOIUUk7Hlouz8Lh0WCtCliTmjY5apnseHjeaTGvM6vmxfK/2z7tvcRMb954ezJ675/X1h4TL2lG+rInJAwJ0mRPSBgS9M2DzqN2Hq3Mm6/LUvVYkgErh145tl5huk1XY7Wr8V4iDl1ayV5b03rPa0vvWzoay+lmV7o977oYjbf02VONYnJ4eebsOMbUNy8HnUXMIuF5uFnkfc/y5o+zzz2mUnlWAfss2vtpNT4hISFN9oSEYUGa7AkJQ4K+edB5tbYsYiYNz7xmETN9eLq99VzT+qX2rrNlmbWuZU1S2vPOqwPnmbK0zNarbTSS295GznlmIo28Odm9+mj6OCuHZwaNPU/PdGWh+9dJJe05nunNu3bMLOd5+XnQz93q9l5SzDwm7fRlT0gYEqTJnpAwJOhbiKtXctbSF92m6dHTJMCItdnjvPLC2sNNy2QDWrzkEvq+LaWNBfm41MzIrwNGPNOYpvu2Tcth1QQN3eYFHnl9eME6sWeYJ0f6SfDeMc8sp2W070TMhGyP82TWx8by7tk+Ygk8XJUs2pKQkHCpkCZ7QsKQIE32hIQhQd909tOaJvKaiawupU1Bnj7smZq0PqW3tesswNLSUmfb02WtC2vs3uxxdl8jlrDQqxvm1VjTJjWr2+v9syhl7Jnh8iRbPKkt9jxjedefBC9vvGc20222j1jufCujTuJpawm0j/XGMH3ZExKGBGmyJyQMCfqWvML7u2cWyRutZdWEvNFJXl567cGkI9TscdrzzpqdPA9A3RYrefWktlhpY68ckZUxRn3tcd6Yes8i1kfe0sgW3juh6bN+fl5EmWc28/LH6W19Leg2o9lraxm1CmVNs9pTM/bMXJNztEVBRGZF5F+IyNsi8paI/IyIzIvI10TkB9n/c3n6SkhI6A/y0vjfBv5tCOHDHJeCegv4HPBGCOFl4I1sPyEhYUCRp4rrDPDXgf8GIIRQA2oi8kngY9lhXwC+AXz2Sf3FytTkzUmXt8pl3pS8lg55/cdWsD1PJ+11B93JK+yquqZz3oq7XiG3K+kxKpzXiw38QKHYeV511lgJJnuefWYxb0mPgnsU2VsR91bB9bG2f/18YxV0bZ/eir5eZbdecvoZxiw0z+pBdwd4CPy+iPyZiPyfWenmqyGE5eyYFY6rvSYkJAwo8kz2EvBXgd8JIfw4UMVQ9nD8s3Xip1lEXhORN0XkTRsympCQ0Dvkmez3gfshhG9m+/+C48m/KiLXAbL/1046OYTwegjh1RDCq7aiaUJCQu+Qpz77iojcE5EPhRC+x3FN9u9m/z4N/Eb2/5dz9NXRjbzyvFbv0IxA6yqe3uXpLroPL4mGp69q/WlhYaGrbW7uR4aJ3d3drjat19kSyDE93Vt/8Dz0YqWXbZ/euoW3DnLWiSe856m3bWIP3WZ1ZW0C8/Ry/b5Ys5k+z7bp99hLWuKZMHVCE/1BtO+HTRCi0R5X972PtnTjvwf+QERGgB8C/y3HrOAPReQzwF3gUzn7SkhI6ANyTfYQwreAV09o+vkzlSYhIeHc0DcPOi8ww1J8TUFjJh3opohewIXnEZU3aENT9Vu3bnW1aVpvg2Q2NjY6217ZKA07HppKWlocy4nvBapYyhlTqTzPRgutXsQCPWybF+Ci6blnXtvf3+9q02qTZ+bzkkbo8bZjFTPV2uP0+2I94/S+fn55g77yIvnGJyQMCdJkT0gYEqTJnpAwJOh53vi2Huy5Rj6pjzas/ufpODHkjbCzuHPnTmfb6uxekoTl5eXOdrVa7WrT7pGeGdGrBxarhee5J3ttectbWxljZj/rWOWZw2Lup3YtZWdnp7NtdXZ9bCyBie3f6uxexJ2+T71OYZNLaJOa9TfJm7jzWZG+7AkJQ4I02RMShgRy2hzcp7qYyEOOHXCuAOtPOPy8MQgyQJLDIsnRjaeV44UQwuJJDT2d7J2LirwZQjjJSWeoZEhyJDl6KUei8QkJQ4I02RMShgT9muyv9+m6GoMgAyQ5LJIc3TgzOfqisyckJPQeicYnJAwJejrZReQTIvI9EXlHRHqWjVZEfk9E1kTk2+pvPU+FLSLPi8jXReS7IvIdEfn1fsgiIqMi8sci8ueZHP8o+/sdEflm9ny+lOUvOHeISDHLb/jVfskhIu+JyF+IyLdE5M3sb/14R84tbXvPJruIFIH/A/gvgVeAXxWRV3p0+X8KfML8rR+psBvA3w8hvAL8NPBr2Rj0WpYj4OMhhI8AHwU+ISI/Dfwm8FshhJeATeAz5yxHG7/OcXryNvolx98IIXxUmbr68Y6cX9r2EEJP/gE/A/w7tf954PM9vP5t4Ntq/3vA9Wz7OvC9XsmiZPgy8Av9lAUYB/4/4K9x7LxROul5neP1b2Yv8MeBrwLSJzneA66Yv/X0uQAzwLtka2lnLUcvafwN4J7av5/9rV/oaypsEbkN/DjwzX7IklHnb3GcKPRrwF8CWyGEdmRNr57PPwH+AdCONlnokxwB+Pci8qci8lr2t14/l3NN254W6PBTYZ8HRGQS+JfA3wsh7Oi2XskSQmiGED7K8Zf1p4APn/c1LUTkl4C1EMKf9vraJ+DnQgh/lWM189dE5K/rxh49l2dK2/4k9HKyPwCeV/s3s7/1C7lSYZ81RKTM8UT/gxDCv+qnLAAhhC3g6xzT5VkRaceB9uL5/Czwt0TkPeCLHFP53+6DHIQQHmT/rwF/xPEPYK+fyzOlbX8SejnZ/wR4OVtpHQH+NvCVHl7f4iscp8CGnKmwnxVyHPT9u8BbIYR/3C9ZRGRRRGaz7TGO1w3e4njS/0qv5AghfD6EcDOEcJvj9+H/CSH83V7LISITIjLV3gb+JvBtevxcQggrwD0R+VD2p3ba9rOR47wXPsxCwy8C3+dYP/yfe3jdfwYsA3WOfz0/w7Fu+AbwA+D/BuZ7IMfPcUzB/hPwrezfL/ZaFuA/B/4sk+PbwP+S/f1F4I+Bd4B/DlR6+Iw+Bny1H3Jk1/vz7N932u9mn96RjwJvZs/mXwNzZyVH8qBLSBgSpAW6hIQhQZrsCQlDgjTZExKGBGmyJyQMCdJkT0gYEqTJnpAwJEiTPSFhSJAme0LCkOD/Byx8uw8rQio9AAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -1321,15 +960,12 @@ } ], "source": [ - "ellipse.plot_constraint_on_data(plot_type='image') ## Plotting the constraint on the data\n", - "\n", - "ellipse.plot_selected_sensors(sensors = sensors_unconst, all_sensors = all_sensors_unconst)\n", - "ellipse.annotate_sensors(sensors = sensors_unconst, all_sensors = all_sensors_unconst)" + "ellipse.plot_constraint_on_data(plot_type='image') ## Plotting the constraint on the data" ] }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 28, "metadata": {}, "outputs": [], "source": [ @@ -1338,12 +974,12 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "# Define the number of constrained sensors allowed (s)\n", - "n_const_sen_ellipse = 5\n", + "n_const_sen_ellipse = 3\n", "\n", "# Define the GQR optimizer for the exact_n sensor placement strategy\n", "optimizer_ellipse = ps.optimizers.GQR()\n", @@ -1357,14 +993,14 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "The list of sensors selected is: [4032 594 384 878 446 2772 340 660 463 79]\n" + "The list of sensors selected is: [4032 594 384 878 446 2772 4041 1559 3273 3022]\n" ] } ], @@ -1385,7 +1021,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 31, "metadata": {}, "outputs": [ { @@ -1453,27 +1089,27 @@ " \n", " \n", " 6\n", - " 340.0\n", - " 20.0\n", - " 5.0\n", + " 4041.0\n", + " 9.0\n", + " 63.0\n", " \n", " \n", " 7\n", - " 660.0\n", - " 20.0\n", - " 10.0\n", + " 1559.0\n", + " 23.0\n", + " 24.0\n", " \n", " \n", " 8\n", - " 463.0\n", - " 15.0\n", - " 7.0\n", + " 3273.0\n", + " 9.0\n", + " 51.0\n", " \n", " \n", " 9\n", - " 79.0\n", - " 15.0\n", - " 1.0\n", + " 3022.0\n", + " 14.0\n", + " 47.0\n", " \n", " \n", "\n", @@ -1487,13 +1123,13 @@ "3 878.0 46.0 13.0\n", "4 446.0 62.0 6.0\n", "5 2772.0 20.0 43.0\n", - "6 340.0 20.0 5.0\n", - "7 660.0 20.0 10.0\n", - "8 463.0 15.0 7.0\n", - "9 79.0 15.0 1.0" + "6 4041.0 9.0 63.0\n", + "7 1559.0 23.0 24.0\n", + "8 3273.0 9.0 51.0\n", + "9 3022.0 14.0 47.0" ] }, - "execution_count": 44, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" } @@ -1505,12 +1141,12 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 32, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -1531,12 +1167,20 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Polygonal Constraints" + "As demonstrated above, when constraining exactly 3 sensors within an elliptical region, the algorithm relocates less important sensors outside the constraint area to maintain optimal sensor placement while satisfying the constraint requirements." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Convex Polygonal Constraints\n", + "A convex polygon is one where all interior angles are less than $180\\degree$. To constrain sensors within a convex polygonal region—for example, to exclude all sensors from a polygon by allowing exactly zero sensors within it—we begin by initializing the Polygon class with the (x,y) coordinate points as shown below:" ] }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 33, "metadata": {}, "outputs": [ { @@ -1559,7 +1203,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -1581,30 +1225,21 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 35, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[594, 340, 528, 151, 786, 401, 598, 533, 406, 212, 214, 725, 405, 788, 470, 657, 407, 341, 593, 277, 400, 215, 343, 532, 721, 534, 150, 336, 152, 661, 275, 276, 595, 658, 656, 404, 723, 724, 402, 592, 467, 597, 466, 337, 660, 787, 339, 216, 338, 852, 279, 469, 531, 465, 278, 464, 468, 213, 403, 342, 789, 530, 659, 722, 274, 88, 916, 851, 596, 529]\n" - ] - } - ], + "outputs": [], "source": [ - "const_idx_polygon, rank_polygon = polygon.get_constraint_indices(all_sensors=all_sensors_unconst, info = X_train)\n", - "print(const_idx_polygon)" + "const_idx_polygon, rank_polygon = polygon.get_constraint_indices(all_sensors=all_sensors_unconst, info = X_train)" ] }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "# Define the number of constrained sensors allowed (s)\n", - "n_const_sen_polygon = 4\n", + "n_const_sen_polygon = 0\n", "\n", "# Define the GQR optimizer for the exact_n sensor placement strategy\n", "optimizer_polygon = ps.optimizers.GQR()\n", @@ -1618,14 +1253,14 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "The list of sensors selected is: [4032 594 384 878 446 2772 4041 340 724 468]\n" + "The list of sensors selected is: [4032 590 384 878 446 2772 4041 3936 429 2479]\n" ] } ], @@ -1646,7 +1281,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 38, "metadata": {}, "outputs": [ { @@ -1684,8 +1319,8 @@ " \n", " \n", " 1\n", - " 594.0\n", - " 18.0\n", + " 590.0\n", + " 14.0\n", " 9.0\n", " \n", " \n", @@ -1720,21 +1355,21 @@ " \n", " \n", " 7\n", - " 340.0\n", - " 20.0\n", - " 5.0\n", + " 3936.0\n", + " 32.0\n", + " 61.0\n", " \n", " \n", " 8\n", - " 724.0\n", - " 20.0\n", - " 11.0\n", + " 429.0\n", + " 45.0\n", + " 6.0\n", " \n", " \n", " 9\n", - " 468.0\n", - " 20.0\n", - " 7.0\n", + " 2479.0\n", + " 47.0\n", + " 38.0\n", " \n", " \n", "\n", @@ -1743,18 +1378,18 @@ "text/plain": [ " Sensor ID SensorX sensorY\n", "0 4032.0 0.0 63.0\n", - "1 594.0 18.0 9.0\n", + "1 590.0 14.0 9.0\n", "2 384.0 0.0 6.0\n", "3 878.0 46.0 13.0\n", "4 446.0 62.0 6.0\n", "5 2772.0 20.0 43.0\n", "6 4041.0 9.0 63.0\n", - "7 340.0 20.0 5.0\n", - "8 724.0 20.0 11.0\n", - "9 468.0 20.0 7.0" + "7 3936.0 32.0 61.0\n", + "8 429.0 45.0 6.0\n", + "9 2479.0 47.0 38.0" ] }, - "execution_count": 51, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } @@ -1766,12 +1401,12 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 39, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1791,12 +1426,20 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Non convex polygon" + "Since exactly zero sensors are permitted within the polygonal constraint region, we can observe that sensors 1 and 9 have been relocated to the next optimal positions outside the restricted area." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Non convex polygonal Constraints\n", + "A non-convex polygon is one where at least one of the interior angles is greater than $180\\degree$. To constrain sensors within a non- convex polygonal region—for example, to exclude all sensors from a polygon by allowing exactly zero sensors within it—we begin by initializing the Polygon class with the (x,y) coordinate points as shown below:" ] }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 40, "metadata": {}, "outputs": [], "source": [ @@ -1805,7 +1448,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 41, "metadata": {}, "outputs": [ { @@ -1827,47 +1470,21 @@ }, { "cell_type": "code", - "execution_count": 55, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[340, 151, 598, 533, 406, 212, 214, 725, 405, 470, 407, 341, 277, 215, 343, 534, 150, 336, 152, 661, 275, 276, 404, 402, 597, 337, 339, 216, 338, 279, 469, 278, 213, 403, 342, 789, 274, 88]\n" - ] - } - ], - "source": [ - "const_idx_polygon2, rank_polygon2 = polygon2.get_constraint_indices(all_sensors=all_sensors_unconst, info = X_train)\n", - "print(const_idx_polygon2)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 56, + "execution_count": 42, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37]\n" - ] - } - ], + "outputs": [], "source": [ - "print(rank_polygon2)" + "const_idx_polygon2, rank_polygon2 = polygon2.get_constraint_indices(all_sensors=all_sensors_unconst, info = X_train)\n" ] }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "# Define the number of constrained sensors allowed (s)\n", - "n_const_sen_polygon = 6\n", + "n_const_sen_polygon = 3\n", "\n", "# Define the GQR optimizer for the exact_n sensor placement strategy\n", "optimizer_polygon2 = ps.optimizers.GQR()\n", @@ -1875,20 +1492,20 @@ " 'n_sensors':n_sensors,\n", " 'n_const_sensors':n_const_sen_polygon,\n", " 'all_sensors':all_sensors_unconst,\n", - " 'constraint_option':\"exact_n\"}\n", + " 'constraint_option':\"max_n\"}\n", "basis_polygon = ps.basis.SVD(n_basis_modes=n_sensors)" ] }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 44, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "The list of sensors selected is: [4032 594 384 878 402 88 725 598 789 212]\n" + "The list of sensors selected is: [4032 594 384 878 446 2772 4041 3936 340 2273]\n" ] } ], @@ -1909,7 +1526,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 45, "metadata": {}, "outputs": [ { @@ -1965,39 +1582,39 @@ " \n", " \n", " 4\n", - " 402.0\n", - " 18.0\n", + " 446.0\n", + " 62.0\n", " 6.0\n", " \n", " \n", " 5\n", - " 88.0\n", - " 24.0\n", - " 1.0\n", + " 2772.0\n", + " 20.0\n", + " 43.0\n", " \n", " \n", " 6\n", - " 725.0\n", - " 21.0\n", - " 11.0\n", + " 4041.0\n", + " 9.0\n", + " 63.0\n", " \n", " \n", " 7\n", - " 598.0\n", - " 22.0\n", - " 9.0\n", + " 3936.0\n", + " 32.0\n", + " 61.0\n", " \n", " \n", " 8\n", - " 789.0\n", - " 21.0\n", - " 12.0\n", + " 340.0\n", + " 20.0\n", + " 5.0\n", " \n", " \n", " 9\n", - " 212.0\n", - " 20.0\n", - " 3.0\n", + " 2273.0\n", + " 33.0\n", + " 35.0\n", " \n", " \n", "\n", @@ -2009,15 +1626,15 @@ "1 594.0 18.0 9.0\n", "2 384.0 0.0 6.0\n", "3 878.0 46.0 13.0\n", - "4 402.0 18.0 6.0\n", - "5 88.0 24.0 1.0\n", - "6 725.0 21.0 11.0\n", - "7 598.0 22.0 9.0\n", - "8 789.0 21.0 12.0\n", - "9 212.0 20.0 3.0" + "4 446.0 62.0 6.0\n", + "5 2772.0 20.0 43.0\n", + "6 4041.0 9.0 63.0\n", + "7 3936.0 32.0 61.0\n", + "8 340.0 20.0 5.0\n", + "9 2273.0 33.0 35.0" ] }, - "execution_count": 59, + "execution_count": 45, "metadata": {}, "output_type": "execute_result" } @@ -2029,12 +1646,12 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 46, "metadata": {}, "outputs": [ { "data": { - "image/png": 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7Gvawa+ouwsHAnP1zYudE65s5c2Zx24u4smVaDdTbNnuON8Ksj506dSovTJ/OFeefz9d+9Ss2hcDLp5zC+mXLoLmZ8x59lDurq/nZypWcsm0bp7/8Mr0zZrDpzDM555xzWLduHf/+7//Ou9/97mKdXqqrGT091NbW0jNzpjvqq/ESPniTKrLinZd1cod+FvaZ7Zg+PRcdODBAdVcXgyFQt3Ur+4zHxBvpjpmH9jjdHtZTpGX2PAH6Xuxxug1s2rXYH32vDlvmeZEKlGW1kZCT8huT5k665bUZr9HY08jOuTvZO3Mvk3omcdLWN2Z25N7aWmYsX86b9u6l8dlneeacc6jt62NSTw+t8+dz2WOPcdJ991E1OEjb7NmcuXYtJz3/PB3TptFx7bV85StfYdmyZSW584aiur+f+q6uXEaaCouae/tdd/GmNWuo7etjZ0sLG089tSQ8OJGdsq7iWjNQQ/VgNTWDuf9n7J/BCdtPKKcI48L573sfr1ZVUbtuHVuWLKG7sZFFmzaxd948DkyfzqRDh6jr7SWIsPm001hzySVMnTqVa665hu9973tHxARYGg4eRKCiVPgC/3b11Xz1r/6K237/93lx2TIGnOmnCZ+ydnZB6Kvuo7uum/7qfqoGq6gZfOM/vEmTJnHbFVew4Lnn+H/+z//h/bfcQue0aTx09dUcamykrqeH5j17aNq3j+l79jClq4uqgQGWL1/O4sWL+fGPf+zW35jPJNqZzzNWaYSqKraecAJNBw+y8sknJ1qcNyxl7WmBwJJ9S5jePZ2dVTvpr+kfMuLH2uw6TNVLLDBVdQYb2qrtbS+5pZfUT5+nj6uuroaTT+ZPzz2X9vZ2rr/+elpbW3n11Vf5gxkzWHf55XRPnUrLiy/ScOgQLfv2Ma+tjcMzZvDRK6/kv3/5y2zatInTTjuNhx56iOXLlxfHJqr6+mjq7SXU1tI/cyZ11dVutGHMrrM26miWf7c2tbbLrZ2r2y42XmLr9OzOgYEB+g8fZsquXXSceGJJmb4X6/mYnZ+fYK9l70XbzZ5dbttRu9S0HHYsSL9nWdt+JDMEs1DWL3vdQB0tB1uo769nzv45zN87f/iT3kBccMEF7N+/n6effppDhw7x9NNP89J557Hp3HN54NAhHr/sMp55+9s51NiIhEDD/v2cuGMH//mKK/jOd75Dd3c3W7du5ZVXXinW2XDwIITAocbGilLhG7q6OPuFF6jr7UUGBzl182bOWb+ejYsXT7Rob1je+Dr0MURNTQ3vfve7ufPOO/noRz/Kvn2vzwF65plnePHFF7nmmmvomjaN2t5e5rS2Ut/RwVlLl7JixQp++MMfMmvWLPbs2VM8r+HgQQC6VDBRRSDCW9at4+oHHkBCYP/Uqdxz6aW8cPLJ8AZaf+BYorxqfAhFNShrzjK7r1UZG5Qyb9684rZVCbXqpFVJ6wbR6qenImu1tbOzk/b2du69915WrlzJypUr+dGPfkRPTw9dXV3U19dz5ZVX8sUvfpGVK1dyxhlnwOTJcPgw33r4YV7q6OA9H/gA//RP/0RjYyPd3d3U1tZS1ddHQ08PA9XVHFZRczp6yhvc02q2PU6rqp5p5LlBdRvYFUr0Hyyd69+q+/o52eW8/tc73lHcLq7S0td3ROKGWbNmFbdtmV7dRbebjV703Gv63uxqLjGzyXOJ6khPgNbW1uK2Vs9tHbp97DMr7HsmQlnV+OOZ5uZmLr/8cl566SXWr19Pd3c3dXV1xZd+8uTJfPCDH+TWW28tsd+ue8tbWHHqqfzN3/wN8+bN4/HHHy8ud9WQnxpbaSp8YnxInX0MmTt3LldccQUXXXQR/f39dHV1sWnTJgC++93v0tPTw/Lly/ne974H5L4KtdXVvOeCC/jCF77AvHnz6OvrY8eOHQBMyX8BKnUUPjG2pM4+xogIp556KjfccAOrV6+mpaWFw+Ew0948jR/e8UMuv/xyNm/eXMxKW1ADp0yZwjXXXMPnPvc5zjnnHCZ1dHDyk09S1d/PodTZE2NA2W32QmijF5JoieXcnmYGrbS7zVuvS5fFbB840i2XdUXQgk22atUq5syZw7r2dbw26zUWr1jM97//fX7v936Pr3/966z++Mehp4fPf/ObfPIzn6G2tpaFCxfyiU98ghMffpi5W7bQNXs2UldHTIm3YxN6LCTrzD9L1oSTB/ODh1Bqo0N81VL73OfMeT1k2j5PbX9re3uGWRRDJ3KwLteYu81za1m7V9vK9r2KJUD1cttb96AeT9HXts82ligDXr9vd3XhaEniqHmy4UkGGeQwh5nFLPb/1n62fGML922+jwsvvJB/uOsuPnfppTy3aRMDAwNUV1ez4u67mdLWRmNrK93NzczfsIGp27fTOX06a/LprhI5fvKTn3DJJZcckbUlMTTDqvEi8g0R2S0iz6nfZojIgyLycv7/6eMr5huTFd0rOImTqKGGOuqora7lnf/xnWz66SbOO+882g4e5OGXXqK5qYm9e/cC8Nw73sGOM84AoL+ujt4pU3ht2TLWXXbZRN7KMUl3dze33377RIvxhiHLl/1W4O+Ab6nfbgQeCiHcJCI35vc/neWCBTXFVTeMaq3VI+1KGUn+cK126/o8F6CtP+bmsmq8rv9Q/SE66jvoG+zjcNVhGqflvkJf/OIX+fgVV3DzXXcxpaGBnTt3MmvWLAbq6qg6fJianh5qu7tBBCZNgsbG4sPS92Lb0Us2EcOqnLFZWPY+vYQSscg4617TbrOWlpZoHUNFjF155ZXcdNNN/OxnP2PVqlWAv+yzl8xDy2XvJeuyS1lnD1pTYP7814PL9BqAnklik1dkUeOHlS6E8DPArkJ4JXBbfvs24Krh6qlUeqWXMw+fyVu738qZh8+kr7qPz372s9TX1/O3d97J3KlT2dXWxq5du4ovTuP+/Wxdtow1V17J+osuos6MHSRy1NXVcd1113H77bcfkf0lcSSjHY2fG0LYmd/eBcyNHSgiN4jIGhFZ46UFOl45vfd0Tuw7kYbQwIl9J7KydiV1dXX8wR/8AbU1NZyQH2x6+umnqevp4bSHHmL//PnsPukk2hYs4LXly9n4lrdM8F0cu5xwwglcfPHFfOc733EHJBNjMEAXQggiEm3lEMLNwM0Azc3NoaCK2NFE/YfAqlh6AEarKXa03FvNU9evz/PyntmJMMPliCug781G6LW2tnLHHXewYsUKrr7wQn759NO0zJzJsmXLmPHMMyx66il2LVnCluXL6SkkbhhBQE0sAstLgewtmeRNAonVB6UqqFY57Ui0VuPts4h5PGy03ooVK/j1r3/NT37yE1avXl30+lhV1xvp9kbc9bHeZB1PpfdMTu118LIX6TrsvRX2xyOCrlVEWvKVtwC7R1lPxVFVVcXq1av5+c9/zuMvvEBNVRVTurtZ/eyznP7UUxxuamLhyy+z4pFHWP3TzKthVzTV1dVcddVVPPLII+zbt499+/Zx6623TrRYxxyj7ew/Aq7Lb18H3DM24lQGS5cu5WMf+xgXvOlN7O7s5JVDh3i0qioXEivCQE0Nm970pjQCPwJmzZrFRRddxN13301DQwN79+5Nar0hi+vt+8CvgNNEZJuIXA/cBFwuIi8Db8/vJ0ZAVVUVF511Fn9/zTW8edkyamprmXLgALO3bqVmYCDndsuQVyyRU583bNjAypUrqampYc2aNdTV1R2h7lc6w9rs+QyxQzHiz46XN17blNbu0GXabrazh7QryP5V1xFeXpJDbQtZV1PMZrdjB15ue73UT1tfHzO7urj6rW9l0Y4d7N2+nZquLrbMmUNVZyeHDx9GRI6wE/W+tS+120+X2fb2Zs5ljcLzcq1r+1Xb716efmuv6vbWZXag98CBAzz22GPcf//9rFq1il/+8pc0NTWxdetWTlSJLmLPD4ZIRqLQ7l4vatNzFep32luSPLZslpU5VsdELf+UyMhb165lUm8vMw8coL25meaDB2nYtIlpe/bwKzXNMzE0NTU1vPe972Xr1q088cQT1NfXs3//ftra2ko6e6WTJsIcA6w56yy2zpvHYE0Nh6ZMoa+ujs2nncbat70N8L+uiddZtGgRH/nIR4oj8ps3b6aHHtZVr6OXynP7Wibsy25fYM+9pFVQrTqOZCVYbb95eca9fHdZXVLeUlaanp4e+vr66AiBqkOHkO5uqmpqqB4YoKuvj7beXujtpampKZpnzcqoXUjavPAiv0Yrv24PTz3XbWoj6Lx86jGV1JpX1jY/6aSTWLx4MYODgzx78FleanqJvo4+TuO06L3oNrDX1dezySumT389UjzmIrb79pnpd9ozazySGv8GoXpggKbubjYsWcLjZ53Fgj17mG7s6KGWZ07EWde8jq7qLg6FQ0zrm8amxk3sqNpBw0AD53WdN9HiTQipsx8DTO3qYtPChXQ3NXFg6lQOTJ1aEmiROvnIWd69nNfqXuOV2leoDbVUh2oW9SzihN43/joFoyXZ7McAdXkz5YAa9U0cHXWhjupQTW9VLx01HfRW9VIdqqkNtcOffJxS9i97wf72kkp6eLN6rM2nidmhdmbRggULits2eaG23bS7ygu9tGGNWv76+nom5escFKFD2b3a3rZ1aPdMg/kDEVty2ob+6vEN65aLJRLxZoNZW1xj5Y9dy3O96Uy9dqxGvzvaHXug6QAndp/IjMMzaKtvo72qnfaOduDI90iPGdk21WXWzRqz9e0ce32fVlOLhTVbGb2lpAtyeIO5SY0/RuiaPDkllRxjlnYsLW4v6FrgHFkZJDX+GOFgyraSGGeOmS+7p37Ecr9ZVUm7RWyUlVaJ9HmLzQojq1evHvJatg6df81GsS1d+voX5bnnnisp0ypob28vvfkFH/dWV5eoxV5iCK0G2mtrlTm2bLIts/XHIuis+qn3bf2xSDBvmrN1oWmVXLfNsmXLSo7T5ps1V7R5oZcHsy60QqYgOLI99LG2vbVc+jhr2nmRcRrPnPDcd1lcb+nLfgzQmVT4RBk4Zr7slcju5mbaGxoIGdMZJRJHQ9k7e0EV8XLEWbQ6o0dDdfQSlE5SsCqhVqv0KLtWuaF0NH7btm0lZbEspnaEVl+rsBprgd27X5/6v1+ZAhAfbdXnQGnOMtuOsZTZdrTcW/5puNxvBbTK6CVr8HL+6X094g65LDQFtLll72Xz5s3FbS9v28knn1zc3rhxY1QOK6NW8a2ZEJvk45mA3kQYvW2fi5cCPUuCk/RJSSQqhNTZE4kKIXX2RKJCKPvyTwV7yI30cfLGezaNXhbI2r86+k3b0daVopNLWHtYu4K0XW5t9q1btxa3rStELyutj4NS21DbpTaST1/PurJis/Y8l5Ftx5j7xlsqy55jXYwFrD2sXZh2fEOPTeg2sPes00hbd5Vu0/Xr1xPDnqfR92KXuYot3eS5zeyz0O+0tyyzZ/dnIX3ZE4kKIXX2RKJCmDA13nNN2OQEuizmQoNS1cnWsWvXrhI5CliVsLW1tbhtJ3DoSC2tLls5dP3WBahVU7saqXY9eXn0tfvHWw3XXQrIyXsfc6lZOWJLK0GpqqrvRavV4K+8q5+hvk8bnablss9d16mXVrImg5djX8tor63P09dqbm4uOS72Dlu06u7lsfNy6MVIX/ZEokJInT2RqBBSZ08kKoSy2+wFm8pLgGjtj1hiQ2vjadvKs9003jLEnm2lZzjZ8E3tXrLuE+0msjJpOzKW/x382WZ6X9dh7XKvTOO5OvW1vFzr2lUYew5WJih1g3qJIZYsWVLc3rBhQ0mZHnfR1z5oQpX1+2jl0GM11hbX75weg7HvhDfrLTaz0LozYwlPs5K+7IlEhZBl+adFIvKIiLwgIs+LyCfzv88QkQdF5OX8/9OHqyuRSEwcWdT4fuBPQwhPi0gTsFZEHgQ+CjwUQrhJRG4EbgQ+PVxlBVXEut606mvLtPqiVUkvd5pNTqDVNK3aeUtHe3m79XleNKCN5PNmlMWubU0eT53TKqhuK+ti9GYZxtxtI3G96X2r+mq02WSfmb4X7Taz7kytSusloCG+BJZtD31vduacfhYLFy4sKdNuV50cwzN5vPfFc53q8+ySXbHcjpphv+whhJ0hhKfz2x3AemABcCVwW/6w24CrhqsrkUhMHCMaoBORJcA5wBPA3BDCznzRLmBu5JwbgBvAH/BKJBLjS+YBOhFpBO4E/jiEUDKUGXL6xZC6SQjh5hDCqhDCKm8kNpFIjC+ZvuwiUkuuo383hPAv+Z9bRaQlhLBTRFqA3fEacoQQinaHtS20PWLdYTH3ibU7tY1n7R1td2lXkLVDdf3aBrN16mtZu1y7TKw2o205e5+x8+zYgec208dmdWdaGzLm/rFt6uWDj9nA9pxYRhsrf1asWy42u89L4mnrmD17dnHbvi82VDpWv8Zrb9fmdhKIFtrOGw/IMhovwC3A+hDCl1TRj4Dr8tvXAfcMV1cikZg4snzZLwB+F/iNiKzL//bnwE3A7SJyPbAF+MC4SJhIJMaEYTt7COEXQCwZ9WUjvWBBTfFm7VhVREcjefnOtZqmk0/aY/WsMW+JHauyxZJBeIkhbB1aTfNyqHvLImms6quP1dceiatT4+Uhz5ocUddh1XgvUlC7l7w29WaU6WN1mU0uodvAut48N2ts+Scvoapt79iST/bZxtoUsi3vnCLoEokKIXX2RKJCmLBFIrwgf6umaTXKG63UdVo1Xo+w6lxynqpky2Kj5fZePBl1macS6pF6T8326td40YbWlPFWHNV4I78xM8fm+tfyWhVct79uDy9q0PPC6G17X/ra1kvimRAa7zlpk8Sab9q0yZpbzh5XeBZHNRqfSCSOD1JnTyQqhNTZE4kKYcJsdmtbaLvIW79M2zfezCJrk2l3it723F9eIsasCR+8KD/P9tRy2XvxZqLFZsR5Mwm9e/FswNGcZ11vOjrN2sraRarv04t+81ydGi8Hvldm8d65mIyWmK3vJXjx5IiRvuyJRIWQOnsiUSGUVY0XkaJKZFUxrbJZt5mebKDdOCNZAieW39tGUml1KEtU0nDXsiqa53qL5Y+zEzO0KmzVw1h+Oi+CzpuY4amH3mSarBGAWkW2edti0W+2vqy58rNG4XnLT4828YS3/FPMpPLq8NylMdKXPZGoEFJnTyQqhNTZE4kKYcJsdutm0TaUtVG1vaaP82b+eGvJabvIc2dYl0tsxprnovNmONnz9H7MXrVlVsbYeIGXLMTDcxnFrmvr9+xQjS2LPXcvyUXWcGrPHvbCn71n7Y2RZA15zromgHdejPRlTyQqhNTZE4kK4ZiJoNPuCJvTLaZiWReGl6MrqxxeTjRtJnhL5Hqqqoc+T7eBbQ9vKSEv+YFmNHnP7H1ljeTLmu/OqyOrCu6ZK1ndZiNR47UZpc/z3I2e2yxrRF5siWz3nGhJIpE4rkidPZGoEMq+imtskr2OnvLyg2lVz05i8dQ5rW55ql0sis1ez1MrvSi52GQXe6z2SHjpkUc76qvxEonoMm9CiFXBY+qkN6nHmwCVNUrO3n9MDi/iz57jjdTHZPHeCavia1k8s8mbvJTFdExf9kSiQkidPZGoEFJnTyQqhAlzvVmbQ9ulNsGBnhGnGUnyv1h0k2ezW9tKy+zZzV5ueG2z2/r1uIVuDzuG4dnOsaWbRht95dmC3vhGLHGGfbYx15V3bW8pq6zyZk0KCqNLFjKSxCf6HdHvgDf+4kV3xkhf9kSiQsiy1lu9iDwpIs+IyPMi8pf535eKyBMislFE/llE0nrMicQxTBY1vge4NITQmV/N9Rci8q/AnwBfDiH8QES+BlwP/ONwlcVUE52LLOvqnSNRxbxoMo2Wz54Tyy1n1XE9yceqWzoRR0dHR0mZnvih1V2r+mZVK2NLQdkyL6pNq8We2ZR1pVm9gi6Utoed8BNzkY42z72HF8nnRWZ6LrWs9cfyL3rutViCjaOKoAs5OvO7tfl/AbgUuCP/+23AVcPVlUgkJo5MNruIVOdXcN0NPAhsAtpDCIU/ZduABZFzbxCRNSKyJuvXNZFIjD2ZOnsIYSCEsAJYCJwHnJ71AiGEm0MIq0IIq+zElUQiUT5G5HoLIbSLyCPA+UCziNTkv+4Lge0Zzi/aNc3NzSVl2l6zdl3MNre/e2t5xUJpR7L0bUwzsfJqV+G8efNKynQyTeuWiy0JbW08L3d+7N68WYaW2MxCLwTUjivEXG+dnZ0lx+k10KZOnVpSZpdOLpB1RqM9NqtrzEs46b0vuk7bvp4bLRaO683u82Y7Rq8z3AEiMltEmvPbk4HLgfXAI8C1+cOuA+4Z9mqJRGLCyPJlbwFuE5Fqcn8cbg8h3CsiLwA/EJHPA78GbhlHOROJxFEybGcPITwLnDPE76+Qs99HREHdsGq8xouQ8qLfskbGaaza7s2ci7my9BLQUKqaWvXWkzG2BJGtQ5s81l2lZdRlNgpRy+/J4eX80+dZtTVmQui2Adi7d29xu6urq6RMvyNapfdMNO+dyMpIlrzyZjh652liLjXvHfbWC4heZ9gjEonEcUHq7IlEhTBhqaR15BRkn8DgLa2UNU1z1pS/tg6tgmq11arI3uitHrn3km94v2s1245Yx0bBs44ig5+qWqPb0Yuu0+3jTS6yI/XanNP3ac0a/Sy81NqjxRvFj0X5eRODrIxZcyfq9yUWbeidn77siUSFkDp7IlEhpM6eSFQIZbXZq6qqivaWtTXtclAxtA1mbV7PVrZyFPBsMM/u0mVWdm2TeUkrPXsya1JMSywZhJfo0UsW6UXaeWMCscSadnzDSwJy8ODBIbftu5PVnvfGhfRx1j3ovUtZc75nHd+IJVeFUvnt2EeWUPT0ZU8kKoTU2ROJCqHsrreCy8C6H7TaZ9U5rZppldlbjihrhJH93XO9aVVJy2Ejv7Rc3sQPe57OP6YnzNiJNt5kCS2jl/dMn5d1lVjPJLFqpb43naTDqpt6aSv73Nva2orbe/bsKW5bU0C3m1Xx9bujy+y1dJ4/ey9eDr2sySv0fXsrDHvu46wu0Rjpy55IVAipsycSFULq7IlEhVB211vBRvOSBlqXg7Z3tP1n7SdtU3rujax5xr0kBp7rTbNr165onXa2nK5ThxN7ySKtm0gf6y3tHEueCfFEIvY+9b4dV9A2u7Y9W1paSo7T92JdqbH8+3qmnC2z9+LZ0TF5R/JuxuT1koVknZnnuUu9saYY6cueSFQIqbMnEhXChLnevJlcWZc3si6YmNsJ4hFpnqpkiUXvWRVKy29Vde2K8/LNa5eUVfv0cXZpqFjEmJVRq//eDEF9nHW9eUsZ68QT06dPL25bN58XnabvTddhTRftlrPEcvKNJPnpaJaXsu+wZ07oZxNLHOKdM5xcxWOGPSKRSBwXpM6eSFQIZVXjdSppi1bvrAqkVWatitnRW60y61VQbZ1ZJyV4qpjetiqVtwKrVjnb29tLynQkmPY0WBlnzJhR3LYqrb6ebisbybd///7ithddp+uwKrheskubHQCzZs0asj5L7LnYMt0eNuW0Nues2RS7tpcb0Iu+9EbBvbx+XjSjPlbLZa+lz/PSTMdIX/ZEokJInT2RqBBSZ08kKoSyu94KdoiNxvKSBmqbRtuNtg7tGvIST2jbynMFea4xbStbebXtbV08ukzbzRAfc/Byw9v71Pv6OGuza5lnzpxZUqbdXFpeO/6gy7wIvayJOLyljHWZvq6V17pjddILjeea9exfb9ko3fa2fvsMY3hJJTW2HbNECqYveyJRIWTu7Pllm38tIvfm95eKyBMislFE/llEsv3pSiQSE8JI1PhPklvQseD3+N/Al0MIPxCRrwHXA//oVRBCKLoqPFXJurJiq2NaFVmrcNa1otEqljUFvGWGtKqk5bfX0nVYGbUqbN1Vun6t4lsVTav7Vj3XSS/0ZBqrgmu3md62x+r7tPei1WzrAtRkzYtu2zu2jJZVpbX6PGfOnJIy7er0Ep9kXcrKiyLMGpmZtQ5vyagsyz1ZMn3ZRWQh8B7g/+b3BbgUuCN/yG3AVSO+eiKRKBtZ1fivAH8GFP7UzATa82uzA2wDFgx1oojcICJrRGSN99c/kUiML1nWZ38vsDuEsHY0Fwgh3BxCWBVCWOWp1olEYnzJYrNfAFwhIu8G6snZ7F8FmkWkJv91XwhsH64iESnaLl5SSWujxmYr2eSC2ma3obTaZsqatNLabjG7zobmarms+0Tbw3bZaitzAdse2uazriV9bW2/6vBVKHVXeWuPZU3WkHU2mBeKau15Xae3vp27vpmqo7W1tbht29pbStub3affA+/d8RJg6Oerx3G8sYPRMOyXPYTwmRDCwhDCEuCDwMMhhI8AjwDX5g+7DrjnqCRJJBLjytH42T8N/ImIbCRnw98yNiIlEonxYEQRdCGER4FH89uvAOeN9IJZ8rdbl4NWhbVK5bkwrOobU029XOhegoOs+d3s/eoZW54LyXPt6Qgya0Jo9VyrhN7y01bG2MwrL3eap557Kn7WXHixui3ezDktx+7du0uO021v20q3hzV59LH6OE+NH21befedJY98iqBLJCqE1NkTiQqhrBNhNJ4Ka0dbtWoTi6qy+za1sVYX9Si1VeN1RJpVK2NqlFW9dFpiG6HnjXTHViO1o/Y6eYVtq9jkkazpi6HUlMmakMGqkTETyJpXXsRYrMybjGIjBWOmnZV33759URl1G2Q1Sexx2iTxklJ4q856npFYbkdN+rInEhVC6uyJRIWQOnsiUSFMWN54a8tmzR+uj/OSHG7durWkTEfXabtI279QaivrpaYgHgVlo7H0kk927EDbblZ+PUtNt4+X833u3LklZbGILltHbElle54388pzScVsdi+5pZfYIqu7zYt69NyZCxa8PrXDS/Thuc28ZJExF6Anv9emnv0eI33ZE4kKIXX2RKJCKLvrraDeeIkKvEksXs4yrcbbXGTataJVa5uDXNfh5SnT7hmtEkOpymwnqujzbPRbLEGDrV8nZLD1a1NA12HVeG1C2HaMXduqvjp3nZ2+rNtKuwc915tVb2MrvNpnq5k/f37Jfiya0T5bfW2dAARKTS/bjrGlmyy6fnuful29SVTe0lAFF7I7KShakkgkjitSZ08kKoTU2ROJCmHCwmUt2k70cqHrGV/WptFl1qWmbVu9xpqeJQalNq+tI5Z40LqTvNzferaVdcvp8QNtn9k86dqOPv3000vKtD2obXtr5+okk7YNtD24YcOG4vbChQtLjtPjG3bsQCfF1Neytv3OnTuL2zb0V7fPa6+9Vty29+I9dz0uop9T1nXloHR8w1uPwEtQ4c1si4VJ2zEAbzZlocxzUaYveyJRIaTOnkhUCGWPoIu5J2IzrSA+i8yqfZ4Ko1UxrWJalVCr8dYFE1sayqqEWrWzrj2t1mvV1J6n782qplp91pFfUHqf8+bNK25rlR78/HT2vgtYdV+73mwUnpZfz9qzkZM6P751Rep3Ql/75JNPLjmupaWluG3bSqvWWkb73PWzte+Vl8REP3t9Lauqe2q8rt9bqtt7v5Man0gkiqTOnkhUCGVX42OppL0JEVr1j62kCqUTGLylm/S2HUXWaqBV37Q6qlVMGxWm9738bjbRwpYtW4rbK1euLG5bFXzx4sVDygHxVVet2uqN7OpnYVV8jTY7rHmmr+dFoOky653QbXXKKacUt+0ST9r0sqqvbh9vMoqWy47Ge5FxWdNpa+x7FVvSzN6Ll+46y8SY9GVPJCqE1NkTiQohdfZEokIoewRdwa7xlrT1Ehxo+8naq3rfRjpptF2ro+mg1D1jEz3q87RM1mWkxwGsHNqtYxNP6Hq0/ardU1Bq59pra7tOy2tnznmuID0Wos+zz0WXWVvcjoUMdV0ofZ7e8tb6XqxN7S3PpNtKX8sbZxlJ9Jsu85KFaOx9Zl3SOmsyjxjpy55IVAiZvuwi8irQAQwA/SGEVSIyA/hnYAnwKvCBEML+WB2JRGJiGYka/7YQwl61fyPwUAjhJhG5Mb//6eEqKagsVh3SKqJVo2IuDU+lsu4SreJ7k27a2tqK29btpFVmrUpaObQrSOejs1hVT0fbabmsqq5VfC0vlKrguh111KA9z5orsfb2IhttO9rJOwW8payseqvLvLzxGit7zG1r8/95y2F5KnPM/ei5lrPmj8u6bgH46n9RhkxXHZorgdvy27cBVx1FXYlEYpzJ2tkD8ICIrBWRG/K/zQ0hFOYn7gLmDnWiiNwgImtEZI2Ni04kEuUjqxp/YQhhu4jMAR4UkQ26MIQQRGRIPSKEcDNwM8Ds2bOH1zUSicS4kKmzhxC25//fLSJ3kVuquVVEWkIIO0WkBdjtVnJknSX7WZej9dwbns0UO8/KoV1G1uWlbVttT3rhpnYGla7TC4f0lmXOuuS01qS89dGs+1G3o972ZoPZ2WYxt5kXxuyt/6fvS4+JWBmzLnnszTyzeIk7Y++cV78no+de02WxmZZHlXBSRBpEpKmwDfw28BzwI+C6/GHXAfcMV1cikZg4snzZ5wJ35f/K1ADfCyHcJyJPAbeLyPXAFuAD4ydmIpE4Wobt7CGEV4DlQ/y+D7hsJBcTkajrTZM1Sslz0dkIKR1JpdVDq/ZoddGqt3oml1ZNrVqpVXXrgtL5660KHrtP6ybS92JVX13mqYSe+0eXeWq8l2BDmx76WdiZbboN7DOLmUN2tmBWl5S+l5EsQ6XVc0+19swEL8pP482Y1DLHylLe+EQikTp7IlEppM6eSFQIZZ31FkIo2hZZbUYotZm0C8PaJ9r+81wpuj47c06Hc+7du7ekTOc/1244LwTU2oba9rShrjGb3dq53vpoug10fZ4tZ9s7lrvc5sCPjYNA6XiHziDkyWFDnHVb6Ta1tr0mayiqPS62jh/44bkxO9obT7L1eS672HG2HQsyJ5s9kUikzp5IVAplT15RUDM8dSPrrCMvcs1T0zxVT6tKNlpqx44dxW3tarKuN88Fo4+1rr1YTnxramhs/fo+tSnjuXHss4ipkrY9siYL8dRgbQpYl5p2OWqZbHt40WmxqDNr5sXyv9s67b3EXG9ee3syeu+fV1ZoEy9pRvqyJxIVQursiUSFUPa88QUVxlPtPLUya74uq6rHkgxYOfTIsY0K02V6NVY7Gu8l4tBLK9lra7Xei9rS+1YdjeV0syPdXnRdTI236rNnGsXk8PLM2XaMmW9eDjpLzCPhRbhZsr5nWfPH2eceM6k8r0As/+LYjMaLzEDkLkS6ENmCyIczn5tIJCackXzZ/x7oJTcxZgXwE0SeIYTnx0OwRCIxtmT7suemtl4DfJYQOgnhF+SmuP7uOMqWSCTGkKxf9lOBfkJ4Sf32DPBbI7mYjqDz1tqyxFwannvNEnN9eLa9jVzT9qWOrrPLMmtby7qkdOSdtw6c58rSMtuoNu2y0/dpZ855biJN1pzs3vpo+jgrh+cGjT1Pz3Vl0fXrpJL2HM/15l075pbzovw89HO3tr2XFDOLSzurzd4I2Kz/B4CmIY5NJBLHIFk7eycw1fw2lVwu+UQi8QYgqxr/ElCDyCmE8HL+t+XAqAfnvCVnrfqiy7R6NJIEGLEye5y3vLCOcNMy2QktXnIJfd9WpY1N8nFVMyO/njDiuca0um/LtBzWTNDoMm/ikVeHN1kn9gyz5EgfCu8d89xyWkb7TsRcyPY4T2Z9bCzvnq0jlsDDNcmiJaVX6QL+BfgfiDQgcgG5vPHfznR+IpGYcEYSQfdxYDK5LLLfB/5LcrslEm8csvvZQ2gjrfqSSLxhKfustwKjdU1kdRNZW0q7gjx72HM1aXtKb+vQWYA5c+YUtz1b1oawxu7NHmf3NbGEhd66Yd4aa9qlZm17vT8WSxl7brgsyRaHKos9z1je9eHw8sZ7bjNdZuuI5c63MuoknnYtgcKxXhumiTCJRIWQOnsiUSFMWPIK73fPLZJ1tpY1E7LOTvLy0usIJj1DzR6nI++s28mLAIwtOe3NKPMiAL2ECZ57Lab62uO8NvWeRayOrEsjW7x3QqvP+vl5M8o8t5mXP05v62tBqRvNXlvLqE0o65rVkZqxZ+a6nKMlI0REVorI7eI9sUQiMWFk6uwi0iwid4jIBhFZLyLni8gMEXlQRF4WkQfJLQF1AjkXXSKROMbIqsZ/FbgvhHCtiNQBU4A/Bx4KIdwkIjcCnyI3C+6XIvJvIYQXh6ootkxN1px0WVe5zJqS16pDXv2xEWwv0smuSa+TV9hRda3OeSPueoTcjqTHFKusUWzgTxSKneetzhpbgsmeZ59ZLFrSU8E9FdkbEfdGwfWxtn79fGMr6No6vRF9Pcpuo+T0M4x5aI4qgk5EpgEXA7fkhe4NIbSTi6C7LX/YbcBVITcr7nPAt0Rkwtx6iUTiSLKo8UuBPcA3ReTXIvJ/80s3zw0h7Mwfs4tcUguAfwDayX35EZEbRGSNiKyxU0YTiUT5yNLZa4BzgX8MIZwDdAE36gNCTkcJavs/AZ8QkVUhhJuBy4HL7YqmiUSifGRRtbcB20IIT+T37yDX2VtFpCWEsFNEWsjFzAMQQtguIp8Evi0i55Lr/HN08gpveV5rd2iNQNsqnt3l2S66Di+Jhmevavtp5syZJWXTp08vbnd0lM4C1nadXQI5Zqd74w9ehF5s6WVbpzdu4Y2DjHXiCe956m2b2EOXWVtZu8A8u1y/L9Ztps+zZfo99pKWeC5MndBEfxDt+2EThGgK7XpUNnsIYRewVUROy/90GfACubRU1+V/uw64x5z3A2AdcBPwGnDKcNdKJBLjR9ZBtD8CvpsfiX8F+Bi5PxS3i8j15NxuHygcLCLLyM13/yPg1+T+OKTOnkhMIJk6ewhhHbBqiKLLIqf0kOvonyaXlfa/ATNDCEX1yZuYYVV8rYLGXDpQqiJ6Ey68iKiskza0qr548eKSMq3W20ky+/btK257y0ZpbHtoVdKqxbGc+N5EFatyxkwqL7LRos2L2EQPW+ZNcNHquede6+7uLinTZpPn5vOSRuj2tm0Vc9Xa4/T7YiPj9L5+flknfWVlXNxjIYRNkktw8X5yanwA6rLOLEokEmPPuE2ECTnuBJYBXwbCwMAAfdLHhsYN9Ek8e2oikRh7xn3WWwihL4TwZaCurq6OnfU72TZlG61TWsf70olEQlG2KLcQQqifV8/LDS/T1NPEq9NeZUfTDqb0T+HstrMzJ7Pw7O3RzMHJOsPOsnTp0uK2tdm9JAk7d+4sbnd1dZWU6fBIz43orQcWWwvPC0/2yrIub21ljLn9bGCV5w6LhZ/asZSDB1/Pcm5tdn1sLIGJrd/a7J75qe9Tj1PY5BLapWbjTbIm7jxayhrSWjtYS02ooTbUUh2qaeluYX7X/HKKkEhULOVNXhGgt6qXzppO+qr6qA7V1Ibx+0uWSCReR0abg3tUF6uRg9TRSg/1TOIwQjXdtA1/5rgwC9g77FHjT5KjlCRHKSOV44QQwuyhCsra2YsXFVkTQhjKb19RMiQ5khzllCPloEskKoTU2ROJCmGiOvvNE3RdzbEgAyQ5LEmOUsZMjgmx2ROJRPlJanwiUSGkzp5IVAhl7ewi8k4ReVFENuYz0pbrut8Qkd0i8pz6rSQVtohM9+oYIzkWicgjIvKCiDyfz+ZTdllEpF5EnhSRZ/Jy/GX+96Ui8kT++fxzPn/BuCMi1fn8hvdOlBwi8qqI/EZE1onImvxvE/GODJu2fbRylK2zi0g1ubnt7yI3E+5D+SQX5eBW4J3mtxvJpcI+BXgIk1dvnOgH/jSEsAx4C7k8fcsmQJYe4NIQwnJgBfBOEXkL8L+BL4cQTgb2A9ePsxwFPgmsV/sTJcfbQggrlF97It6RQtr208klgFk/ZnIUEkqM9z/gfOB+tf8Z4DNlvP4S4Dm1/yLQkt9uAV4slyxKhnvIJeOcMFnIrQHwNPBmcpFaNUM9r3G8/sL8C3wpcC8gEyTHq8As81tZnwswDdhMfuB8rOUopxq/ANiq9rflf5soYqmwy4KILAHOAZ6YCFnyqvM6colCHwQ2Ae0hhMI0unI9n68AfwYUppbNnCA5AvCAiKwVkRvyv5X7uYw0bfuISAN0lKbCLgci0gjcCfxxCOGgLiuXLCGEgRDCCnJf1vOA08f7mhYReS+wO4SwttzXHoILQwjnkjMzPyEiF+vCMj2XEaVtHynl7OzbgUVqf2H+t4miNZ8CG5sKezwRkVpyHf27IYR/mUhZAEJudZ9HyKnLzWoln3I8nwuAK0TkVeAH5FT5r06AHIQQtuf/3w3cRe4PYLmfy1Bp288dKznK2dmfAk7Jj7TWAR8kl456onBTYY8HksvwcAuwPoTwpYmSRURmi0hzfnsyuXGD9eQ6/bXlkiOE8JkQwsIQwhJy78PDIYSPlFsOEWkQkabCNvDbwHOU+bmEUaZtH8kFyvYPeDfwEjn78L+W8brfB3YCfeT+el5PzjZ8CHgZ+DdgRhnkuJCcCvYsuZz66/JtUlZZgLPJpfh+ltxL/d/zv58IPAlsBH4ITCrjM7oEuHci5Mhf75n8v+cL7+YEvSMrgDX5Z3M3MH2s5EjhsolEhZAG6BKJCiF19kSiQkidPZGoEFJnTyQqhNTZE4kKIXX2RKJCSJ09kagQ/n/Qym1krmMfFAAAAABJRU5ErkJggg==", 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", 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" ] @@ -2054,12 +1671,33 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## User defined constraints" + "Since a maximum of 3 sensors are allowed within the non-convex polygonal region, and only one sensor was located in this area in the unconstrained case, no changes occur in the constrained scenario—the single sensor remains permissible within the 3-sensor limit." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### User defined constraints (Input File)\n", + "When users need to define complex constraints using custom Python functions, they can implement them as shown below. For example, to create a circular constraint centered at (30, 40) with radius 5:\n", + "```\n", + " def userExplicitConstraint1(x, y, **kwargs):\n", + "\n", + " assert len(x) == len(y)\n", + "\n", + " g = np.zeros(len(x), dtype=float)\n", + "\n", + " for i in range(len(x)):\n", + "\n", + " g[i] = ((x[i] - 30) ** 2 + (y[i] - 40) ** 2) - 5**2\n", + "\n", + " return g\n", + "```\n" ] }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 47, "metadata": {}, "outputs": [ { @@ -2084,12 +1722,12 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "# Define the number of constrained sensors allowed (s)\n", - "n_const_sensors = 4\n", + "n_const_sensors = 0\n", "\n", "# Define the GQR optimizer for the exact_n sensor placement strategy\n", "optimizer_user = ps.optimizers.GQR()\n", @@ -2103,7 +1741,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 49, "metadata": {}, "outputs": [ { @@ -2131,7 +1769,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 50, "metadata": {}, "outputs": [ { @@ -2199,27 +1837,27 @@ " \n", " \n", " 6\n", - " 2587.0\n", - " 27.0\n", - " 40.0\n", + " 4041.0\n", + " 9.0\n", + " 63.0\n", " \n", " \n", " 7\n", - " 2466.0\n", - " 34.0\n", - " 38.0\n", + " 3936.0\n", + " 32.0\n", + " 61.0\n", " \n", " \n", " 8\n", - " 2395.0\n", - " 27.0\n", - " 37.0\n", + " 340.0\n", + " 20.0\n", + " 5.0\n", " \n", " \n", " 9\n", - " 2658.0\n", - " 34.0\n", - " 41.0\n", + " 2273.0\n", + " 33.0\n", + " 35.0\n", " \n", " \n", "\n", @@ -2233,13 +1871,13 @@ "3 878.0 46.0 13.0\n", "4 446.0 62.0 6.0\n", "5 2772.0 20.0 43.0\n", - "6 2587.0 27.0 40.0\n", - "7 2466.0 34.0 38.0\n", - "8 2395.0 27.0 37.0\n", - "9 2658.0 34.0 41.0" + "6 4041.0 9.0 63.0\n", + "7 3936.0 32.0 61.0\n", + "8 340.0 20.0 5.0\n", + "9 2273.0 33.0 35.0" ] }, - "execution_count": 64, + "execution_count": 50, "metadata": {}, "output_type": "execute_result" } @@ -2251,12 +1889,12 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 51, "metadata": {}, "outputs": [ { "data": { - "image/png": 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iqquu4uGHH94v+0tgfw7VZh/inNucWd4CDInaUESuBa6F3pmK+fLdl2eXR+4Zyeiq0T0nzDHIqFGjOPvss7nvvvu44YYbelqcI5rDHqBzzjkRiRz2dc7NBeYCVFRUuA5VxI4m6gQEVsWKijqzo+W+3Gy6fb2fL++ZnQgTN0ecPjcboadHrX37+VROH1ERWL5JN76SSb5JIFHtQe4Pu1Y57Ui0VuPtvYjyeNhovalTp7JkyRKeeeYZZs6cmfX6WFXXN9LtG3HX2/om6/hUep/Jqb0Ovvpuug17bh2fuyOCbquIDM00PhTYdojtBAKHTTKZZM6cObz00kvU1NRQU1PDPffc09NiHXEcamd/Ergqs3wV8ETXiBMIHBoDBw5k1qxZzJs3j9LSUnbs2NHlRTSPduK43h4AXgMmisgGEbkauB04T0RWAudmPgcCPUIqlWLFihVMnz6dgoICFi5cSFFR0X7qfm/noDZ7JkPsgfhEZw/myxuvbUprd+h12m62s4e0K8j+qmtb2ZfkUNtC1tUUZbPbsQNfbntd6sdeAz02oW1bayfqz9a+1G5Fvc4eyzdzLm4Uni/XurZftf3uy9Nv7VV9vfU6m/99165d/OUvf+G5555jxowZvPrqq/Tr14/169czViW6iLp/sH8yEo129/qiNn2uQv1M+0qSR5XNsjJHtRFmvQWOaQoKCrj44os566yzePPNN+nTpw+1tbWHXDnlWCV09sAxw3HHHceVV16ZHZFfs2YNO9nJ3OK57NwvVKT30WOx8VZF8bmXtAqqVcfOVILV9psvz7gv311cl5SvlJXGmglRyStsxU6tClsZtQtJmxe+yK9DlV9fD596rq+pjaDz5VOPUkntdbO2+bhx4xg5ciSpVIpnUs9QK7U8k3qGS5oviTwXfQ3scfXxbPKKysp9keK+xCS+cmH6mfaZNT7iqPFhIkzgmORXI36VMwlpU+km7iq9C3HC17Z9rQcl6zmCGh84JvnrHX/NkJYhOXUKqluquWJH1HjzsU/o7IFjkor2CgpdIQhIKl2voNAVUp4qP/jOxyh5V+M7bFFfUkkfvlk91ubTRNmhNl5/+PDh2WWbvFDbbtpd5Qu9tGGNviQGUSG9viQX2i0E0SWnbeivHt+wbrmoRCK+2WDWFtdY+aOO5XO96Uy9dqxGPzvaHdtQ3kB1fTWT6yazvGI59QX12Qkz9jnSY0b2mup11s0aZevbOfb6PK1dHRXWbGX01RDskMPnKg02e+CY5YIPL8guVzdWe7bsHQQ1PhDoJRwxb3af+hGV+82qStotYqOstEqk9xs5cmTOdjNnzjzgsWwbOv+ajWIbM2ZMdvmdd97JWadVUOtC0uaALzGEVgPtsbXKHFU22a6z7UdF0Fn1U3+27UdFgtn7orEuNK2Sa5NhypQpOdtp882aK9q80C5M60LbsWNHdtleD72tvd5aLr2dNe18kXEanznhc9+FCLpAIJAldPZAoJeQdzW+QxXx5YizaHVGj4bq6CXInaRgVUKtVulRdq1yQ+5o/IYNG3LWRWUxtSO0+lhVVVU567Zt2zf136ZSihpt1ftAbs4yex2jUmbb0XJf+aeD5X7rQKuMvmQNvpx/+rOtjTdq1Kjssja37LmsWbMmu+zL2zZ+/Pjs8qpVqyLlsDJqFd+aCVGTfHwmoG8ijF6298WXAj1OgpPwZg8EegmhswcCvYTQ2QOBXkLeyz912EPeSB9P3nifTaPLAln7V7u5tB1tXSk6uYS1h7UrSNvl1mZfv359dtm6QnRZab0d5NqG2i61kXz6eNaVFTVrz+cystcxyn3jK5Vl99H3LCoJBeS6MO34hh6b0NfAnrMe+7DuKn1Nly9fThR2P40+F1vmKqp0k89tZu+FfqZ9ZZkPNQlpdv9O7xEIBI5KQmcPBHoJPabG+1wTNrJMr4tyoUGu6mTb2LJlS44cHViVcOvWrdllO4FDR2ppddnKodu3LkCtmtpqpNr15Mujr90/vmq43lJAnrz3US41K0dUaSXIVVX1uWi1GvyVd/U91Odpo9O0XPa+6zZ1miprMvhy7GsZ7bH1fvpYFRUVOdtFPcMWrbr78tj5cuhFEd7sgUAvIXT2QKCXEDp7INBLyLvN3mFT+RIgWvsjKrGhtfG0beWz3TS+MsQ+20rPcLLhm9q9ZN0n2k1kZdJ2ZFT+d/DPNtOfdRvWLvet0/hcnfpYvlzr2lUYdR+sTJDrBvUlhhg9enR2ecWKFTnr9LiLPrZ2+UHu82jl0GM11hbXz5weg7HPhG/WW9TMQuvOjEp4GpfwZg8Eeglxyj8dJyIvici7IrJMRG7KfD9ARJ4XkZWZ/5UHaysQCPQccdT4NuDbzrnFItIPWCQizwNfBl50zt0uIjcDNwPfP1hjHaqIdb1F5UzX+0CuKunLnWaTE2g1Tat2vtLRvrzdej9fNKCN5PPNKIs6tjV5fOqcVkH1tbIuRt8swyh3W2dcb/qzVX012myy90yfi3abWXemVqV1CWiILoFlr4c+NztzTt+LESNG5KzTbledHMNn8vieF5/rVO9nS3ZF5XbUHPTN7pzb7JxbnFneAywHhgOXAPdmNrsXmHOwtgKBQM/RqQE6ERkNTAPmA0Occ5szq7YAQyL2uRa4FvwDXoFAoHuJPUAnImXAo8A3nXM5Q5kurV8cUDdxzs11zs1wzs3wjcQGAoHuJdabXUQKSXf03zrnHst8vVVEhjrnNovIUGBbdAtpnHNZu8PaFtoese6wKPeJtTu1jWftHW13aVeQtUN1+7bGWpR7xtrl2mVitRlty9nzjNrPjh343GZ627juTGtDRrl/7DX15YOPsoHtPlEZbaz8cbFuuajZfb4knraNQYMGZZft82JDpaPa1/iut9fm9iQQ7bh2vvGAOKPxAtwNLHfO/Zta9SRwVWb5KuCJg7UVCAR6jjhv9jOBLwJvi8jSzHe3ArcDD4vI1cA64PPdImEgEOgSDtrZnXN/BqKSUX+iswfsUFN8s3asKqKjkXz5zrWappNP2m31rDFfiR2rskUlg/AlhrBtaDXNl0PdVxZJY1Vfva0+dmdcnRpfHvK4yRF1G1aN90UKaveS75r6ZpTpbfU6m1xCXwPrevO5WaPKP/kSqtrrHVXyyd7bqGsK8co7hwi6QKCXEDp7INBL6LHyT74gf6umaTXKN1qp27RqvB5h1bnkfKqSXRc1Wm7PxSejXudTCfVIvU/N9rWv8UUbWlPGV3FU4xv5jTJzbK5/La9VwaNKZfmiBn1eGL1sz0sf23pJfCaExneftElizTdt2sTNLWe367gXhzUaHwgEjg1CZw8EegmhswcCvYQes9mtbaHtIl/9Mm3f+GYWWZtMu1P0ss/95UvEGDfhgy/Kz2d7arnsufhmokXNiPPNJPSdi88GPJT9rOtNR6dZW1m7SPV5+qLffK5OjS8Hvm+dxffMRcloibL1fQlefHJEEd7sgUAvIXT2QKCXkFc1XkSyKpFVxbTKZt1merKBduN0pgROVH5vG0ml1aE4UUkHO5ZV0Xyut6j8cXZihlaFrXoYlZ/OF0Hnm5jhUw99k2niRgBqFdnmbYuKfrPtxc2VHzcKz1d++lATT/jKP0WZVL42fO7SKMKbPRDoJYTOHgj0EkJnDwR6CT1ms1s3i7ahrI2q7TW9nW/mj6+WnLaLfO4M63KJmrHmc9H5ZjjZ/fTnKHvVrrMyRo0X+JKF+PC5jKKOa9v32aEauy7qvvuSXMQNp/bZw77wZ9+99o2RxA15jlsTwLdfFOHNHgj0EkJnDwR6CUdMBJ12R9icblEqlnVh+HJ0xZXDlxNNmwm+Erk+VdWH3k9fA3s9fKWEfMkPNIeS98yeV9xIvrj57nxtxFXBfeZKXLdZZ9R4bUbp/XzuRp/bLG5EXlSJbO8+kWsCgcAxRejsgUAvIe9VXKMm2evoKV9+MK3q2UksPnVOq1s+1S4qis0ez6dW+qLkoia72G21R8KXHvlQR301vkQiep1vQohVwaPUSd+kHt8EqLhRcvb8o+TwRfzZfXwj9VGy+J4Jq+JrWXxmk2/yUhzTMbzZA4FeQujsgUAvIXT2QKCX0GOuN2tzaLvUJjjQM+I0nUn+FxXd5LPZrW2lZfbZzb7c8Npmt+3rcQt9PewYhs92jirddKjRVz5b0De+EZU4w97bKNeV79i+UlZx5Y2bFBQOLVlIZxKf6GdEPwO+8RdfdGfkPgfdItAjlNfWcv68eQz/8ENSRUV8MG0ar152Ga4T03oDAU2cWm99ROQNEXlTRJaJyI8y348RkfkiskpEHhKRUI+5Czl/3jway8r42a238vAttzBs5UpOfOWVnhYrcBQT583eAsx2ztVnqrn+WUR+B3wL+Klz7kER+QVwNXDXwRqLUk10LrK41Ts7o4r5osk0Wj67T1RuOauO60k+Vt3SiTj27NmTs05P/Kioq+Ots8+moKyMVHk5m046iYHbtlFcXBxbrYwqBWXX+aLatFrsM5viVprVFXQh93rYCT9RLtJDzXPvwxfJ54vM9LnU4rYflX/R516LSrDhO/84td4cUJ/5WJj5c8Bs4AuZ7+8FbiNGZw/EY8nZZzNx6VI2jB9P39paRrz9Nos/+9kuafvL3/hGzkNb0NrK27Nm8cpll3VJ+4Ejk7j12ZPAImA88HPgA6DOOdfxU7YBGB6x77XAtbD/L3cgmo3jxnHS669zw623kkilWHnGGaybNq1L2r7nZz/LVigpbGnhK7feyqqpU7uk7cCRSyzXm3Ou3Tk3FRgBnAJMinsA59xc59wM59wMO3ElcGDEOT47dy6rTjqJ/3f77fz2zjspamxkxiOPdPmxxi1dSlO/fmwaN67L2w4cWXRqNN45VyciLwGnAxUiUpB5u48ANsbYP2vXVFRU5KzTb31r10XZ5vZ7Xy2vqFDazpS+jbL7rbzaVVhdXZ2zTifTtG65Dtutb2Mj/WtrWfbxj5MoKaGtXz8+mDWLaY89xpLLL/fmzo86t6hZhpMXLGDlaadRFJHEUv9A+0JArUstyvVWX1+fs52ugda/f/+cdbZ0ctS5+DgU15gv4aTvedFt2hebz40WFY7rm93nm+0YeZyDbSAig0SkIrNcApwHLAdeAjqMvKuAJw56tEAsGvv2ZVdVFSf+6U9IezuFDQ2Mf/VVao87rkuPU1ZTw9D33+f900/v0nYDRyZx3uxDgXszdnsCeNg597SIvAs8KCL/AiwB7u5GOXsdv7vmGmY9+igffeEFSCbZMnkyC664okuPMWH+fLaMH8+egQO7tN3AkUmc0fi3gP1Ghpxzq0nb752iQ92warzGFyHli36LGxmnsWq7b+ZclCtLl4CGXNXUqrc+GbVKXjd8OE99+9tA7rUqJtfksYOeWka9zkYhJpNJJs6fzzuf+pQ3qs2X80/Lb9XWKBNCXxuAHTt2ZJcbGhpy1unz1iq9z0TzPRNx6UzJK98MR99+miiXmu8Z9tULiCJE0B3BjFuwgBnPPku/2lqay8uZf911bJ8Ue2zUy6CVK+lbW8vamTO7pL3AkU/o7EcoI5Yv57R583j+6qvZO3UqJXV1Xdr+uFdf5cPp02krKYFODHgFjl56LJW0jpyC+BMYfKWV4qZpjpvy17ahVVCttloV2Td6q0fufck3Zjz9NIsuuohtY8cyoKCAloxdnSBXzbYj1lGj4FaOd77+dQDK8E/8iFvB1Bddp6+Pb3KRHanX5pw+T2t26HvhS619qPhG8aOi/HwTg6yMcXMn6uclKtrQt394sx+BSCrFoHXrWPuRj3DFP/4jhe3tbJw5k7f+5m9oz9xk51zssOID0W/DBqb+8pdUrl5NS79+vPnFL7LplE4PwQSOIsJ89iOQsoYGku3tjF28mCe+/W3+cMcdVK5Zw+THHstus2TJEm677bZD6vDS3s7pd9zBlunTefLXv2bhV7/KqT/7GWWbNnXlaQSOMEJnPwJpzah573zsYzSWl7O3f3/eu/hihi5Zkt3m5JNPpq2tjccff7zT7Zdt2EBJbS0rL74Ykkm2n3giOyZOZFSYVXdMk1c1PpFIZO0ta2vaclBRaBvM2rw+W9nK0YHPBvPZXXqdlV3bZL6klVH2ZHNJCfUVFTj2JenskKrjcyKR4MYbb+T73/8+M2bMYNSoUfsdO+p6dNh7xcXFIEIymaQgkWDA5s2UlZV5c/NrfGMCUYk17fiGLwnI7t27D7hsn5249rxvXEhvZ92Dvmcpbs73uOMbUclVIVd+O/YRJxQ9vNmPUFacfjonvfwyJXv2UFhfz8RnnmGTmQhTXV3NV77yFe64445O1ZJvGDGClvJyxj32GNLWxsDFixnwzjsk1UP+1FNPsXz58i47n0DPEzr7Ecqiiy5i26hRXHHbbVz47W9TO2YM7x5giutFF11ERUUF999/f+y2XUEBC3/wAwYvWMB5X/oSox97jM2zZtGsIukGDx7MHXfcsV+gS+DoJe+utw4V0roftNpn1TmtmmmV2VeOKG6Ekf3e53rTqpKWw3YILZdv4ofdT+cfKy8v5w9z5vCHOXMYMGBAh3DQ1LTfZIkbbriBm266ialTpzJlyhRefPFFpk2bRlVVVeS5NIwbx/z/+3+B9PWdfuONbDn/fIqKikgmk5xzzjksWLCAuXPncvPNNwN+k8RqFvrcdJIOq27q0lb2vu/cuTO7vH379uyyNQX0dbMqvn529Dp7LJ3nz56LL4de3OQV+rx9FYZ97uO4LtEowpv9EPnB88/zqwce4JcPPcTzr7/OA4sX95gsAwYM4Ktf/So//elPaWlp4fXXX+ett97y7tNvzRoSe/eSaG5myAMPk9pWw/sfPy9nm+uvv57Fixfz6quvdqf4gTwR/OyHwW9mzuTl8eNZs2ZNT4vCWWedxWuvvcY999zD0KFD2bx5s3f74X/8I8c99xzS3s6q8Sfy2Uv/mVO2J7lAJbLt27cvP/jBD/jhD3/IlClT9qtMEzi6CJ39GODBBx9k586dXHHFFfzDP/wD55xzzkE7+4qrr2bF1VcDsFeKOGVTO2cO23+U+OSTT+b888/nJz/5CT/84Q8REXbu3LnPtAgcNeTd9dZho/mSBlqXg7Z3tP1n7SdtU/rcG3HzjPuSGKSc4/NLl/L5JUtYXVjIfw4bxiITAgywZcuWyDbtbDktvw4n9iWLbGlp4ayzzuKJJ57ge9/7HlOnTuX555+nurqazTt3s2BHATMHttE36WhogwU1hcysaiWRSLJgR5KZA9spKmpn715oaoJkG+ylkFe3OM6sFlIuRdWZn+fPP/4m8+bNY+ZZH+dr11zDv975M8r77JPLJvDQNru2PYcOHRp5LtaVGpV/X8+Us+usPRzXS6Hl7cyzGSWvryR53Jl5vrp4vrGmKMKb/RC5/yMfYUP//rQlEoxfuJCffvABX5g8mQ3mB6i7WLBgAatXr+ZLX/oSZWVlXHnllZx77rk88sgjNDU1sW7dOhbsKOCZjekB0XOGtLKgppBnM58TIjy9If0AJpPwxLoEkOLcEfDqFsdjH6SABM7BU+sLmfXFb3Pvf/w9uwd/hNaSSl5asZU5U4fl5VwDXUMYoDtEVlVV0VxYSFsyydNVVbxZVsaZ5k3dnZxwwgksXryYN998M/vdkCFDuPHGG/nud7/LyJEjmd26nvl3X8Pstg0AzKxq5aLhe5lZ1crMge1cPCL9/7QhcMmoFKcNSbdzZrVw6bgEZ1YLZ1TDlJo/cfbYCj796U+z4KH/YOTQIQxsCaG1Rxs95nqzqpJ2JcQtb2RdMFpV8kUw+SKd4kY3WdUx5RwulaK9vT1Hfquqa1ecL9+8dklZta9ju8997nP88pe/5JZbbsm6jgoLCxk1ahTf+c53mPmznzF4xxZm3v1fPJuZ5faRQmjZnVb/JwB1W9Pq52hgy7p0+6lUiuHA2sx2rWsX8Xe//Q9mzJhB3c4aiovrWfH2UqqrKrIy2euoE09UVlZml+1sLV90mnaH6TZshJt2y1micvJ1JvnpoZSXss+wz5zQz1VU4hDfPgeTK7vNQbcI7EdJSwtTt26lsL2dRCrFRbW1TG9o4FWTMLG7GTduHNOmTeOhhx7KPmiN7Qmuvu56vvq1rzFy2TIEGLlsGV+77jr+1/U3MH9XPxrbEzSlEiysr6AplV5e1FBJUyr9ODSlkjy15EM27dhFcyrJgDM+zzXX30hdXR11u3axdt2HbNi0mWaX5K29g2l2oSTV0UDo7IdAgXN8Yfly7v3d7/jNs89y+Y4d/N3o0XyYJ3td8+lPf5rNmzezaNEiAN7a05dPXHMX742aQHvmTdYuwqZx47j5Oz/mpdoK3q4vZVljf/60ZyDLGvvzblM5f64fxLtN6cy3y5vLeXtbK/fedz/LW8qZ3zKMraXj+NznPsdpf/0NkhXVfLhxM7u2tHPHz/+JXVsPf854oPvJqxqvU0lbtHpnVSCtMmtVzI7eapXZ+oR1m3EnJUSpYnv69OFbZ52V/X7t2rXphYxq5avAqlXOOpN9RkeCaU+DlVG7vfr3788ll1zCfffdR1VVFeOq29jotrO3UBDnaJf0/3qgsLSJmW0bGNq8g7q6XZyQHEa/HZtIpVJMKRhO2faNrN3eSnmimFNPGs9bK55h/Uv3c+JplzJw72aaioSPDCqg9JrvMap9Ezc+dT+jazdx0wv388I3b8yRcaAKvfWpmFH3xa7T18OmnNbmnDWboo7tyw3oi770jYLr++QrqeWbfFUckdLb7udLMx1FGI0/Bhg2bBinnHIKTzzxBFddewPLXnmaRTtr6DNxMg+ffhGff+1ZSnfXdapNkQSzz7+QR+7/b6aPOQUG7XuQH/vxNylQD+iE91cw4frraRdh7s9/3lWnFehiQmc/Rpg1axZ33303T/5pMXv6jeJnY6fw/Bnn82rDYN698gQmuvWsbB3IgtYRADQmS1lWMAEAl3C8W3g8ABPa1rIuOYxlBRM4oQKO/9hnmf/7/6Hsyq9zMjWsZgifuOYX/OcztzNp81qSGe1h69ix/PGLX+yp0w/EIHT2Y4BFixYhIsyZM4df//oexsycTcGu9UwpSc8Bn1Kym/ZGmFCQDkaZULCDuva0ujuqfVNWPRzZtjH7Xcf/UROHsXVVBVv+/D+cfO5sxrKV1QOGIMW5ZkJrcTF7Bg/O96kHOkHeXW8ddohN+OBLGqhtGm3b2zZ0BJov8YS2rXyuIJ9rTLt/rLza9rYuHr2utrY2Z13UmIMvN3xrayulpaW8/PLL/PnPf2by5Emsfecv9O/fn/qaLYxkC/WN+1x+1WxhD1BcUMDx7WlfW2VVJcPYA6Rt4crKSiYDcBwlJSVMGDmUH/3oRxRddAEnT57Mo9//PmWJBNumTWPVJZcw/okn6LdrV06pqyj71ZcL3VfKWK/T17BD3g6sO1YnvdD4XLM++9dXNko/c7b9uEVNfUklNfY6xokUDG/2bqKuro6tW7dy6qmndvuxBg0axGWXXcbq1av5y2uvsXtPAw0NDbS4AlYzhLFsBaCFQtYXDue41o20U8C65DBGtW+i2SVZ2TaQCQU76CPtNLYnWNbYjxP67sG1C++0VfP5K7/EL37xC/7hX25nT0uKX3/zG4wbP4E3tic45ZaTKS0I6aiPdGK73kQkKSJLROTpzOcxIjJfRFaJyEMiEuoxK/r160dNTQ0bNmzIy/FEhHHjxnH2NbdRdtpfkUoU0LRT+Le5/4eGnenbvL5wOMuLJrG+cHjWLl+XHMbKtrQtv7ItPYK+rLEfr+yuYlljP97c3ZffrdhJ63EzOfHEE/nPX99PS79hvLZqB29sT/Dkh0ne2B48uEcDnXmz30S6oGOH3+MO4KfOuQdF5BfA1cBdvgacc1lXhU9VstFBUdUxrYqsVTjrWtFoFcuaAr4yQ1pV0vLbY3W0MW3aNBYuXEh1dXVW9dSuOB0lZ9vXKr5V0bS6b5NjlFY0M/2kKVSP78v1z/2G0bWb+Ppz9/LbKy5nErUUsZqxRbVUVQ2konkbk/tAVVVfKusamFbRl9KC0YwqKqX/jlZmDiwlkUjwp4ce4ve/+4C/ufIL3Pub31BdPYaBbds5e0QhBQWOM6oLSXjylcfNi26vd1QZLatKa/V5sBk30K5OX+KTuKWsrHkYdW6+yMy4bfgyB8cp92SJ1dlFZATwKeD/A74l6SPNBr6Q2eRe4DYO0tl7G5WVlUyYMIH58+dzzjnnHNINOhhtiWJqyo+natf7FKTSneO5u36Q4xo76cN13H7HHbSLcOn37uz0Mc7/8rco2bSI/7n/vykp6cv65UtYPyA3fqC+FeZvE04d7CiLH4kayCNx9a9/B74HdPzUVAF1mdrsABuA4QfaUUSuFZGFIrLQxjT3Bk444QRaWlpYtWpVt7RfU348GwedQk152nW2pWQ0n7jmF7xVPTIngm718OFcd83f8yZjWc0QljeX82rDYJY3l7Okrpg/bCtlSV367blgR5KnNxSyYEdaRX96QyHNw2dw5513cvzZn6GdBIuXvsl7b27g6zf/L957ayPztwlPfphk/rau/0ELdA0HfbOLyMXANufcIhH5WGcP4JybC8wFqKys7HWjOIlEgtNPP50XXnghO1rd1tbWZW/5ql3v5/yvblrLlhJIJVI5rrGWoiJKB6Q4mdWMZStVfdKm0uQ+u6iqSD8G0yrSP8YzB7Zn/6dVzDZOGZQimSzk6s+ex7ipp1PdtJa/ffQXDKndxN8+dhd/vPUfgXZOHdzrbvFRQxw1/kzgMyJyEdCHtM1+J1AhIgWZt/sIYOPBGpJMjnLwJ5W0NmrUbCWbXFDb7DaUVttMcZNWWtstyq6zoblarqKiIgYOHMjJJ5/M/PnzOfXUU3n//fdJJpP7la22Mndgr4e2+RrrtlNSt52OM0/2LaetsI2ypiaWjxnLAzMv5IoFv2PA3hYGDKhia3MpA/pUUVFRTsmuEirK0y6uRCJBQUEBBQWO9kQCESGRSJBMJkkkhGRy3z34+XeuJOlUQooli7nyr+ZwRSLBM/Pm7Sd/3FLD1p7X98ZX3843DqDb2Lp1a3bZXmtfKW3dhpVfPwe+Z8eXAEPfXz2O4xs7OBTi1Ge/Bbglc7CPAd9xzl0pIv8DXAY8CFwFPHFYkhzjTJo0ifXr17Nq1SpKSkrYuXMn5eXlXX6cbaVjWVf5Ua7+q5uoqKjgTRnL26MnMmtQC8sby/lLY3rSet9dJbywI50Np6CggN9vSQ8gnj14L29sT/DU+gKgjURCsoktzjsOXt8Kd11zF3f/8d8Zs/o9ki5FuySonTyJN2+6qcvPJ9B1HI6f/fvAgyLyL8AS4O6uEenYo66ujoaGBs444wyeeuopJk2a1G352Ac3rM7+H14xDByMYQtQyeQ+6VH8yX12UVmefktMLW+iuDj9ppw+IK0xnDIoxT7VXYBURj2XdIKLjw6j74I+JFyKdpH0/z59aDQppwJHFp3q7M65l4GXM8urgU6X/YyTv926HHQkkVapfC4Mq/pG5eb25UL3JTjw5RSzucJSqRQLFiygpKSEyZMns3r1alpbW3NmhllZfK49HUFmTYjKykrGUg8Vg+nbt4hKdgJFpFIpikkxtU86ZDbZ1sz00mZog4ICOLW8GdqhpR36FxfzsepU5lyEj2f6cHu7oyQBHx8KffbsZuu0aXwwZw7j5s2jaNeuSHXd52bV18qadlERZD511jdzTsuxbdu2nO30tbfPn77+NlpSb6u386nxPlPGd6185x0nj3yIoMsDVVVVXHLJJaxcuZIlS5aQSCRobm6mtbW1UxlT4tBCAWuoZgxbSLgCVrZVMaGghhLSSSlWtFQwqbiOZHuCt+tLOamsgVSbsGR3CdP6N9G3wFHfSjYZZTJFOkpuUIp+RftcbPW3/yuQcbfdejL9isIo/JFO6Ox5IpFIMHHiREaOHMnbb7/Nu+++y/a921kxdQWnrDyFsr1dk5N9DdW8KWPBQWFbIQvbjgPgFHazoqWC15rSHoFiinm5Lh1TXtBSyAvb08c/c0Bj1vXWIfeTH6bfvp8Y7rIuNki/qTqWzx3RJeIHupEe6+y+KCg72qpVm6ioKvvZpjbW6qKOsrJqvI5Is2pllBplVS9tj9sIvY5OP378eF4b+xqNfRpZNnIZZ6w5I7IaqR2118kr7LUanthL35YtTCreSzLZTnHzNib3aSYhCaaU7EZEmNxnN8XFxaScY0rJHkozI8DT+qev2dTyZtrb25la3koymaCtvZBpFa00NzumlkPbsEKmlrciItl1bW25j1KUxmLNK1/EWNQ632QUmywkyrSzam9NTU2kjPrZiWuS2O20SeJLSuGrOutLtBKV21ET3uw9wOMnPZ4TzrS9YjtPTHsCUnDZu5f1nGCBY5rQ2XuA8947j0UjFrGzdGe606dgQMMATtnU6fHO/dCqeiKR4NWGtBYzraSG5c37XG8F7YW8siutIRS1FeWo8Yt2FvK7zWmNQRKJbK75cwbvZWFNIc9uymgdItl15w4PwTRHOqGz9wBle8tIppKQ9mqBQLI9SVnr4dvtk4rrsv871D7tcuv432EmnNh3fzW+wwU3fUBajYd0znmAGep/hzqaXhcepSOdHssbb23ZuPnD9XZ21ph2Za1fvz5nnY6u03aRrVmmbWVdagqio6BsNJYu+WTHDjrOv/64esq3lzN83XA2jtpIQ1FDzvH09bFjB3rcYsiQITnrCgtbmUQ9tADJJJMlvdyQaWMiu0k1pUs9jWM7TXuhvbGIccDuHbA7c25jgJ2b0/bkSGCrCgsYCWxrTF+rjtzz9QXxbHZrb/tmxPki76K280U9+tyZw4fvm9phZxJq+97nNvMli4xyAfrkt+MKUdF6cQk/xz3ExFcmZn+sKmor0l/uXyrusGh2Sd5vreL4whoKaadZueKA7HJ7Ksl7rQOYWLiTkkR7josulRLe21vJxKLa7LqOz/lPnB04HEJnP4Z5v7WKN/am31gnJDezsq0q64oDsstJCpjfnI6cmVq8Pcfud87xese6Pjt4b29l9vOpJbmaT+DIJu+dvUO98SUq8E1i8eUs02q8zUWmXStatbY5yHUbvjxl2j1jQ1+12m1zoOn9bPRbVIIG275OyGDb19Vfi9xmxpXspKhpLavbmiiSDYztu5OixjWU9C1hYuEeylvXk0wkmVy4i/L6DWyklVK3hUmFtZTuWU9jQyNj+44hsWUNq4uEPrKBCcU76VP7Idta9h3LTl/W10q7B32uN6veRlV4tfdWM2xYbrHJqMqn9t7qY9s5C9ptZk2qqNJNFt2+PU993+0kKo2vNFSHC9k3KSi82Y9hitxeRjWmp762A4VuL8c1vJdZV8DYvasz65Jmv9bsula1DxRT5PYyprl75uYHupeQPCzA+sIRLC+exPrCEAZ3LBPe7AGOa92Q8z9wbHLEdHZto9oQVv1Zz/iyNo1eZ11q2rbVNdZ0znHItXltG1GJB607yZf7W8+2sm45PX6g7TObJ13b8JMmTcpZp+1BbdtbO3fQoEHZ5X154kcCufbgihUrsssjRuS++fX4hh070Ekx9bGsbb958+bssg391dfnww8/jDwX333X4yL6PsWtKwe5Ll5fPQJfggrfzLaoMGk7BhA1/qDX+VyUQY0PBHoJobMHAr2EvEfQRbkntOprVaCoWWRW7fOpMFoV0yqmVQm1Gm9dMFGloaxKqFU769rTar1WTe1++tysaqrVZx35BbnnqcsxaZUecmf+2SQaUemyrMlTVVWVXbbRhlp+PWvPRk7q/PjWFamfCX3s8ePH52w3VGXIsddKq9ZaRnvf9b21z5Uv54C+9/pYVlX3qfG6fV+pbt/zHdT4QCCQJXT2QKCXkHc1PiqVtG9ChFb9oyqpQu4EBl/pJr1sR5G1GmjVN62OahXTRoXpz1YOrabZRAvr1q3LLk+fPj27bFXwkSNHHlAOyB2Z1u1btdU3sqvvhVXxNdrssOaZPp4vAk2vs94Jfa0mTJiQXbYlnrTpZVVffX18k1G0XHY03hcZp6+BL3GExj5XUSXN7Ln40l3HmRgT3uyBQC8hdPZAoJcQOnsg0EvIewRdh13jK2nrS3Cg7Sdrr+rPNtJJo+1aHU0Hue4Zm+hR76dlsi4jPQ5g5dBuHZt4Qrej7VftnoJcO9ceW9t1Wl47c87nCtJjIXo/e1/0OmuL27GQAx0Xcu+ntWX1mIM+F2tT+8oz6Wulj+UbZ+lM9Jte58uBr7HnGbekddxkHlGEN3sg0EuIW599LbCH9EzJNufcDBEZADwEjAbWAp93ztVGtREIBHqWzqjxH3fO7VCfbwZedM7dLiI3Zz5//2CNdKgsVh3SKqJVo6JcGj6VyrpLtIrvm3Szc+fO7LJ1O2mVWauSVg7tCtL56CxW1dPRdlouq6prFV/LC7kquL6OOmrQ7mfNlajr7YtstNfRTt7pwFfKyqq3ep0vb7zGyh7ltrX5C/V18+WZs0S5H32u5bj54+LWLQC/+p+VIdZRD8wlwL2Z5XuBOYfRViAQ6GbidnYH/EFEFonItZnvhjjnOuYnbgGGHGhHEblWRBaKyEIbFx0IBPJHXDX+LOfcRhEZDDwvIiv0SuecE5ED6hHOubnAXIBBgwaFSgKBQA8Rq7M75zZm/m8TkcdJl2reKiJDnXObRWQosM3byP5t5nyOW47W597w2UxR+1k5tMvIury0bavtSV+4qZ1Bpdv0hUP6yjLHLTmtNSlffTTrftTXUS/7ZoPZ2WZRbjNfGLOv/p8+Lz0mYmWMW/LYN/PMEpWgwh7bN+vNV8NN43Ov6XVRMy19tvtB1XgRKRWRfh3LwPnAO8CTwFWZza4CnjhYW4FAoOeI82YfAjye+ZUpAO53zv1eRBYAD4vI1cA64PPdJ2YgEDhcDtrZnXOrgZMP8H0N8InOHExEIl1vmrhRSj4XnY2Q0pFUWj20ao9WF616q2dyadXUqpVaVbcuKJ2/3qrgUedp3UT6XKzqq9f5VEKf+0ev86nxvgQb2vTQ98LObNPXwN6zKHPIzhaM65LS59KZMlRaPfep1j4zwRflp/HNmNQyR607LDU+EAgcG4TOHgj0EkJnDwR6CXmd9eacy9oWcW1GyLWZtAvD2ifa/vO5UnR7duacDufcsWNHzjqd/1y74XwhoNY21LanDXWNstmtneurj6avgW7PZ8vZ6x2Vu9zmwI8aB4Hc8Q6dQchbi8yEOOtrpa+pte01cUNR7XZRdfzAH54bZUf7xpNsez6XXdR29jp2yBxs9kAgEDp7INBbyHvyig41w6duxJ115Itc86lpPlVPq0o2WmrTpk3ZZe1qsq43nwtGb2tde1E58a2pobHt6/PUpozPjWPvRZQqaa9H3GQhPjVYmwLWpaZdjlomez180WlRUWfWzIvK/27btOcS5XrzXW+fjL7nz7eu45r4kmaEN3sg0EsInT0Q6CXkPW98hwrjU+18amXcfF1WVY9KMmDl0CPHNipMr9PVWO1ovC8Rhy6tZI+t1Xpf1Jb+bNXRqJxudqTbF10XpcZb9dlnGkXJ4cszZ69jlPnmy0FnifJI+CLcLHGfs7j54+x9jzKpfF6BqPyLXTMaLzIAkccRaUBkHSJfiL1vIBDocTrzZv85sJf0xJipwDOIvIlzy7pDsEAg0LXEe7Onp7Z+DvgHnKvHuT+TnuL6xW6ULRAIdCFx3+zHA20497767k3gnM4cTEfQ+WptWaJcGj73miXK9eGz7W3kmrYvdXSdLcusbS3rktKRd746cD5XlpbZRrVpl50+Tztzzucm0sTNye6rj6a3s3L43KBR99PnurLo9nVSSbuPz/XmO3aUW84X5edD33dr2/uSYsZxace12csAm/V/F9DvANsGAoEjkLidvR7ob77rTzqXfCAQOAqIq8a/DxQgMgHnVma+Oxk45ME5X8lZq77odVo96kwCjKh1djtfeWEd4aZlshNafMkl9HlblTZqko9XNTPy6wkjPteYVvftOi2HNRM0ep1v4pGvDd9knah7GCdH+oHwPWM+t5yW0T4TUS5ku51PZr1tVN4920ZUAg+vSRa5JvcoDcBjwD8hUorImaTzxv93rP0DgUCP05kIuuuBEtJZZB8Argtut0Dg6CG+n925nYSqL4HAUUveZ711cKiuibhuImtLaVeQzx72uZq0PaWXdegswODBg7PLPlvWhrBGnZvdzn7WRCUs9NUN89VY0y41a9vrz11RytjnhouTbPFA66LuZ1Te9YPhyxvvc5vpdbaNqNz5VkadxNPWEujY1ncNw0SYQKCXEDp7INBL6LHkFb7vfW6RuLO1rJkQd3aSLy+9jmDSM9TsdjryzrqdfBGAUSWnfTPKfBGAvoQJPvdalOprt/NdU9+9iGojbmlki++Z0Oqzvn++GWU+t5kvf5xe1seCXDeaPbaWUZtQ1jWrIzWj7pnX5Ry5ppOIyHQReVh8dywQCPQYsTq7iFSIyCMiskJElovI6SIyQESeF5GVIvI86RJQo0i76AKBwBFGXDX+TuD3zrnLRKQI6AvcCrzonLtdRG4Gvkt6FtyrIvKCc+69AzUUVaYmbk66uFUu46bkteqQr/2oEWxfpJOtSa+TV9hRda3O+Ubc9Qi5HUmPUqziRrGBf6JQ1H6+6qxRJZjsfvaeRUVL+lRwn4rsGxH3jYLrbW37+v5GVdC1bfpG9PUou42S0/cwykNzWBF0IlIOnA3cnRF6r3OujnQE3b2Zze4F5rj0rLjbgN+ISI+59QKBwP7EUePHANuBX4vIEhH5ZaZ08xDn3ObMNltIJ7UA+E+gjvSbHxG5VkQWishCO2U0EAjkjzidvQD4KHCXc24a0ADcrDdwaR3FqeW/BW4QkRnOubnAecB5tqJpIBDIH3FU7Q3ABufc/MznR0h39q0iMtQ5t1lEhpKOmQfAObdRRG4C/ltEPkq68w/WySt85Xmt3aE1Am2r+Owun+2i2/Al0fDZq9p+qqqqyllXWVmZXd6zJ3cWsLbrbAnkKDvdN/7gi9CLKr1s2/SNW/jGQbo68YTvfuplm9hDr7O2snaB+exy/bxYt5nez67Tz7EvaYnPhakTmugXon0+bIIQTcd1PSyb3Tm3BVgvIhMzX30CeJd0WqqrMt9dBTxh9nsQWArcDnwITDjYsQKBQPcRdxDtG8BvMyPxq4GvkP6heFhEribtdvt8x8YiMoX0fPdvAEtI/ziEzh4I9CCxOrtzbikw4wCrPhGxSwvpjv590llp/x6ocs5l1SffxAyr4msVNMqlA7kqom/ChS8iKu6kDa2qjxw5MmedVuvtJJmamprssq9slMZeD61KWrU4Kie+b6KKVTmjTCpfZKNFmxdREz3sOt8EF62e+9xrjY2NOeu02eRz8/mSRujrba9VlKvWbqefFxsZpz/r+xd30ldcusU95pz7QNIJLi4lrcY7oCjuzKJAIND1dNtEGJfmUWAK8FPAtbe3s6tgF48Oe5Q9BSF9XSCQT7p91ptzrtU591OgqKioiPmV89lTuIeFgxd296EDgYAib1FuzjknwwQyEYBb+m3hgYkPQAqu/ODK2MksfPb2oczBiTvDzjJmzJjssrXZfUkSNm/enF1uaGjIWafDI31uRF89sKhaeL7wZN+6uOWtrYxRbj8bWOVzh0WFn9qxlN2792U5tza73jYqgYlt39rsPvNTn6cep7DJJbRLzcabxE3cebjkNaS1wBXQlmpL6xMpGNg8kDO2npFPEQKBXktek1eIExCQVPp/YaqQfm2hzkQgkA/kUHNwH9LBSqSVUhqop5ky+pCgkO0sz5sAuQwEdhx0q+4nyJFLkCOXzsoxyjk36EAr8trZswcVWeicO5DfvlfJEOQIcuRTjpCDLhDoJYTOHgj0Enqqs8/toeNqjgQZIMhhCXLk0mVy9IjNHggE8k9Q4wOBXkLo7IFALyG/QTUiF4jIeyKyKpORNl/H/ZWIbBORd9R3OamwRaTS10YXyXGciLwkIu+KyLJMNp+8yyIifUTkDRF5MyPHjzLfjxGR+Zn781Amf0G3IyLJTH7Dp3tKDhFZKyJvi8hSEVmY+a4nnpGDpm0/VDny1tlFJEl6bvuFpGfCXZFJcpEP7gEuMN/dTDoV9gTgRUxevW6iDfi2c24KcBrpPH1TekCWFmC2c+5kYCpwgYicBtwB/NQ5Nx6oBa7uZjk6uAlygqt6So6PO+emKr92TzwjHWnbJ5FOALO8y+ToSCjR3X/A6cBz6vMtwC15PP5o4B31+T1gaGZ5KPBevmRRMjxBOhlnj8lCugbAYuBU0pFaBQe6X914/BGZB3g28DQgPSTHWmCg+S6v9wUoB9aQGTjvajnyqcYPB9arzxsy3/UUUamw84KIjAamAfN7QpaM6ryUdKLQ54EPgDrnXMc0unzdn38Hvgd0TC2r6iE5HPAHEVkkItdmvsv3fels2vZOEQboyE2FnQ9EpAx4FPimc263XpcvWZxz7c65qaTfrKcAk7r7mBYRuRjY5pxblO9jH4CznHMfJW1m3iAiZ+uVebovnUrb3lny2dk3AsepzyMy3/UUWzMpsLGpsLsTESkk3dF/65x7rCdlAXDp6j4vkVaXK1Qln3zcnzOBz4jIWuBB0qr8nT0gB865jZn/24DHSf8A5vu+HCht+0e7So58dvYFwITMSGsRcDnpdNQ9hTcVdncg6QwPdwPLnXP/1lOyiMggEanILJeQHjdYTrrTX5YvOZxztzjnRjjnRpN+Hv7onLsy33KISKmI9OtYBs4H3iHP98UdYtr2zhwgb3/ARcD7pO3DH+TxuA8Am4FW0r+eV5O2DV8EVgIvAAPyIMdZpFWwt0jn1F+auSZ5lQX4COkU32+Rfqj/MfP9WOANYBXwP0BxHu/Rx4Cne0KOzPHezPwt63g2e+gZmQoszNybeUBlV8kRwmUDgV5CGKALBHoJobMHAr2E0NkDgV5C6OyBQC8hdPZAoJcQOnsg0EsInT0Q6CX8/6j+rjyH1cbyAAAAAElFTkSuQmCC", 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", 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" ] @@ -2268,28 +1906,34 @@ } ], "source": [ - "## Verifying whther user-defined constraints work\n", - "\n", "user_const_instance.plot_constraint_on_data(plot_type='image') \n", "user_const_instance.plot_selected_sensors(sensors = top_sensors_user, all_sensors = all_sensors_unconst)\n", - "user_const_instance.annotate_sensors(sensors = top_sensors_user, all_sensors = all_sensors_unconst)" + "user_const_instance.annotate_sensors(sensors = top_sensors_user, all_sensors= all_sensors_unconst)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Since no sensors are permitted within the constraint region and none were previously located there in the unconstrained case, the original sensor placement remains unchanged and serves as the final configuration." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Now let us consider an example where the user inputs the equation that they are considering as a constraint in a string of the form $(x-30)^2 + (y-40)^2 < 25$" + "### User defined constraints (Input String)\n", + "Now let us consider an example where the user inputs the equation that they are considering as a constraint in a string of the form $(x-30)^2 + (y-40)^2 < 25$" ] }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 52, "metadata": {}, "outputs": [ { "data": { - "image/png": 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fZ3ZX1RF99DcqBrgkNcpbKJLUKANckhplgEtSowxwSWqUAS5JjTLAJalRBrgkNer/AGtKaEHM8zxFAAAAAElFTkSuQmCC", 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", "text/plain": [ "
" ] @@ -2301,7 +1945,7 @@ } ], "source": [ - "user_const_stg = '(x-30)**2 + (y-40)**2 > 5**2'\n", + "user_const_stg = '(x-30)**2 + (y-40)**2 < 5**2'\n", "user_const_stg_instance = ps.utils._constraints.UserDefinedConstraints(all_sensors_unconst,data = X_train, equation = user_const_stg)\n", "idx_stg, rank_stg = user_const_stg_instance.constraint()\n", "user_const_stg_instance.draw_constraint() ## plot the user defined constraint just by itself" @@ -2309,7 +1953,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 53, "metadata": {}, "outputs": [], "source": [ @@ -2328,14 +1972,14 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 54, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "The list of sensors selected is: [2270 2650 2466 2394 2846 2658 2331 2589 2785 2398]\n" + "The list of sensors selected is: [4032 594 384 878 446 2772 4041 3936 340 2273]\n" ] } ], @@ -2356,7 +2000,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 55, "metadata": {}, "outputs": [ { @@ -2388,63 +2032,63 @@ " \n", " \n", " 0\n", - " 2270.0\n", - " 30.0\n", - " 35.0\n", + " 4032.0\n", + " 0.0\n", + " 63.0\n", " \n", " \n", " 1\n", - " 2650.0\n", - " 26.0\n", - " 41.0\n", + " 594.0\n", + " 18.0\n", + " 9.0\n", " \n", " \n", " 2\n", - " 2466.0\n", - " 34.0\n", - " 38.0\n", + " 384.0\n", + " 0.0\n", + " 6.0\n", " \n", " \n", " 3\n", - " 2394.0\n", - " 26.0\n", - " 37.0\n", + " 878.0\n", + " 46.0\n", + " 13.0\n", " \n", " \n", " 4\n", - " 2846.0\n", - " 30.0\n", - " 44.0\n", + " 446.0\n", + " 62.0\n", + " 6.0\n", " \n", " \n", " 5\n", - " 2658.0\n", - " 34.0\n", - " 41.0\n", + " 2772.0\n", + " 20.0\n", + " 43.0\n", " \n", " \n", " 6\n", - " 2331.0\n", - " 27.0\n", - " 36.0\n", + " 4041.0\n", + " 9.0\n", + " 63.0\n", " \n", " \n", " 7\n", - " 2589.0\n", - " 29.0\n", - " 40.0\n", + " 3936.0\n", + " 32.0\n", + " 61.0\n", " \n", " \n", " 8\n", - " 2785.0\n", - " 33.0\n", - " 43.0\n", + " 340.0\n", + " 20.0\n", + " 5.0\n", " \n", " \n", " 9\n", - " 2398.0\n", - " 30.0\n", - " 37.0\n", + " 2273.0\n", + " 33.0\n", + " 35.0\n", " \n", " \n", "\n", @@ -2452,19 +2096,19 @@ ], "text/plain": [ " Sensor ID SensorX sensorY\n", - "0 2270.0 30.0 35.0\n", - "1 2650.0 26.0 41.0\n", - "2 2466.0 34.0 38.0\n", - "3 2394.0 26.0 37.0\n", - "4 2846.0 30.0 44.0\n", - "5 2658.0 34.0 41.0\n", - "6 2331.0 27.0 36.0\n", - "7 2589.0 29.0 40.0\n", - "8 2785.0 33.0 43.0\n", - "9 2398.0 30.0 37.0" + "0 4032.0 0.0 63.0\n", + "1 594.0 18.0 9.0\n", + "2 384.0 0.0 6.0\n", + "3 878.0 46.0 13.0\n", + "4 446.0 62.0 6.0\n", + "5 2772.0 20.0 43.0\n", + "6 4041.0 9.0 63.0\n", + "7 3936.0 32.0 61.0\n", + "8 340.0 20.0 5.0\n", + "9 2273.0 33.0 35.0" ] }, - "execution_count": 69, + "execution_count": 55, "metadata": {}, "output_type": "execute_result" } @@ -2476,12 +2120,12 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 56, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -2499,6 +2143,14 @@ "user_const_stg_instance.plot_selected_sensors(sensors = top_sensors_user_stg, all_sensors = all_sensors_unconst)\n", "user_const_stg_instance.annotate_sensors(sensors = top_sensors_user_stg, all_sensors= all_sensors_unconst)" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- As demonstrated above, we again observe 0 sensors within the circular constraint region, which aligns with the unconstrained case that also had no sensors in that area and the previous example. \n", + "- Through these examples, we demonstrate how various constraint regions can be established and highlight the multiple approaches available for defining them, including user-defined input files and string-based specifications." + ] } ], "metadata": { diff --git a/examples/vandermonde.ipynb b/examples/polynomial_curve_fitting.ipynb similarity index 100% rename from examples/vandermonde.ipynb rename to examples/polynomial_curve_fitting.ipynb diff --git a/examples/spatial_constrained_qr.ipynb b/examples/spatial_constrained_qr.ipynb new file mode 100644 index 0000000..e24f77f --- /dev/null +++ b/examples/spatial_constrained_qr.ipynb @@ -0,0 +1,2339 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# General QR Optimizer for Spatial Constraints\n", + "\n", + "This notebook explores the `PySensors` General QR `GQR` optimizer for spatially-constrained sparse sensor placement (for reconstruction).\n", + "\n", + "Suppose we are interested in reconstructing a field based on a limited set of measurements due to constrained locations. Examples:\n", + "\n", + "- Nuclear applications (estimating the temperature at different points inside a nuclear fuel rod where certain areas allow only a limited number of thermocouples)\n", + "- Fluid flows (approximating the temperature distribution of heat diffusion through a plate where no sensors are allowed near the heater )\n", + "- Sea-surface temperature (determining the locations of the rest of the sensors when two locations are predetermined to predict the temperature at any point on the ocean.)\n", + "\n", + "In other notebooks we have shown how one can use the `SSPOR` class to pick optimal locations in which to place sensors to accomplish this task. But so far we have treated all sensor locations as being equally viable (`QR` optimizer). The cost-constrained QR (`CCQR` optimizer) determines the optimal placement of sensors based on the cost of placing a sensor in a certain location. What happens when some sensor locations allow only a limited number of sensors to be placed, predetermined locations are present or restricted areas exist within the physical attribute. \n", + "\n", + "The General QR algorithm was devised specifically to solve such problems. The `PySensors` object implementing this method is named `GQR` and in this notebook we'll demonstrate its use on a toy problem.\n", + "\n", + "See the following reference for more information ([link](https://arxiv.org/abs/2306.13637))\n", + "\n", + "\n", + " Niharika Karnik, Mohammad G. Abdo, Carlos E. Estrada Perez, Jun Soo Yoo, Joshua J. Cogliati, Richard S. Skifton, Pattrick Calderoni, Steven L. Brunton, and Krithika Manohar. Optimal Sensor Placement with Adaptive Constraints for Nuclear Digital Twins. 2023. arXiv: 2306 . 13637 [math.OC]." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from time import time\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from sklearn import datasets\n", + "\n", + "import pandas as pd\n", + "import pysensors as ps\n", + "\n", + "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", + "from matplotlib.patches import Circle" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup \n", + "\n", + "We'll consider the Olivetti faces dataset from AT&T. Our goal will be to reconstruct images of faces from limited number of sensors placed in certain constrained regions and predetermined locations. \n", + "\n", + "Loading and preprocessing the data:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of samples: 400\n", + "Number of features (sensors): 4096\n" + ] + } + ], + "source": [ + "faces = datasets.fetch_olivetti_faces(shuffle=True, random_state=99)\n", + "X = faces.data\n", + "\n", + "n_samples, n_features = X.shape\n", + "print('Number of samples:', n_samples)\n", + "print('Number of features (sensors):', n_features)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# Global centering\n", + "X = X - X.mean(axis=0)\n", + "\n", + "# Local centering\n", + "X -= X.mean(axis=1).reshape(n_samples, -1)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# From https://scikit-learn.org/stable/auto_examples/decomposition/plot_faces_decomposition.html\n", + "n_row, n_col = 2, 3\n", + "n_components = n_row * n_col\n", + "image_shape = (64, 64)\n", + "\n", + "# Plot first few centered faces:\n", + "def plot_gallery(title, images, n_col=n_col, n_row=n_row, cmap=plt.cm.gray):\n", + " '''Function for plotting faces'''\n", + " plt.figure(figsize=(5. * n_col, 5.5 * n_row))#2. * n_col, 2.26 * n_row\n", + " plt.suptitle(title, size=16)\n", + " for i, comp in enumerate(images):\n", + " plt.subplot(n_row, n_col, i + 1)\n", + " vmax = max(comp.max(), -comp.min())\n", + " plt.imshow(comp.reshape(image_shape), cmap=cmap,\n", + " interpolation='nearest',\n", + " vmin=-vmax, vmax=vmax)\n", + " plt.xticks(())\n", + " plt.yticks(())\n", + " plt.subplots_adjust(0.01, 0.05, 0.99, 0.93, 0.04, 0.)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_gallery(\"First few centered faces\", X[:n_components])" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll learn the sensors using the first 300 faces and use the rest for testing reconstruction error." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "X_train, X_test = X[:300], X[300:]" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained optimization of sensor placement:\n", + "\n", + "Consider the case where we treat all sensor locations as being equally viable." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The list of sensors selected is: [2204 4038 3965 320 253 594 3618 878 2331 3999 429 2772 2878 3469\n", + " 1243]\n" + ] + } + ], + "source": [ + "n_sensors = 15\n", + "n_modes = 15\n", + "\n", + "# Define the QR optimizer\n", + "optimizer_unconstrained = ps.optimizers.QR()\n", + "basis_unconstrained = ps.basis.SVD(n_basis_modes=n_sensors)\n", + "\n", + "# Initialize and fit the model\n", + "model_unconstrained = ps.SSPOR(basis=basis_unconstrained,optimizer=optimizer_unconstrained, n_sensors=n_sensors)\n", + "model_unconstrained.fit(X_train)\n", + "\n", + "all_sensors = model_unconstrained.get_all_sensors()\n", + "\n", + "# sensor locations based on columns of the data matrix\n", + "top_sensors = model_unconstrained.get_selected_sensors() \n", + "\n", + "# sensor locations based on pixels of the image\n", + "xTopUnc = np.mod(top_sensors,np.sqrt(n_features)) \n", + "yTopUnc = np.floor(top_sensors/np.sqrt(n_features)) \n", + "xAllUnc = np.mod(all_sensors,np.sqrt(n_features))\n", + "yAllUnc = np.floor(all_sensors/np.sqrt(n_features))\n", + "\n", + "print('The list of sensors selected is: {}'.format(top_sensors))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The above cell shows sensor locations in terms of the column numbers chosen as sensors. \n", + "\n", + "These locations can be converted into the x and y position of a pixel on the image grid shown by xTopUnc and yTopUnc. " + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Sensor IDSensorXsensorY
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" + ], + "text/plain": [ + " Sensor ID SensorX sensorY\n", + "0 2204 28 34\n", + "1 4038 6 63\n", + "2 3965 61 61\n", + "3 320 0 5\n", + "4 253 61 3\n", + "5 594 18 9\n", + "6 3618 34 56\n", + "7 878 46 13\n", + "8 2331 27 36\n", + "9 3999 31 62\n", + "10 429 45 6\n", + "11 2772 20 43\n", + "12 2878 62 44\n", + "13 3469 13 54\n", + "14 1243 27 19" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Sensor ID corresponds to the column number chosen\n", + "columns = ['Sensor ID','SensorX','sensorY'] \n", + "unconstrainedSensors_df = pd.DataFrame(data = np.vstack([top_sensors,xTopUnc,yTopUnc]).T,columns=columns,dtype=int)\n", + "unconstrainedSensors_df.head(n_sensors)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now if we want to place just two sensors in the constrained region defined as $20 \\leq x \\leq 40$ and $10 \\leq y \\leq 40$. " + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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5s1nfKOqmnBgkAEII74vI34G7gdGVlZXs3LnTDHLuOE7uUlJSwmuvvUbXrl0jyZKdz8/L11+/+/M7//EfsQ/r1+/3eXPm7olIS+DnwIfAFc2aNWPVqlV07949yzVr/PzXc8/Re80aauK/hjcUF/O9UaOyXCunKVNRUUG7du2YOXNmgwbIcdJPTgwSEpvLTwY+ICaLfSQ/P5+VK1f6IJEmHhk+nHf69QPsKbfjpJPBgwfzwgsv0K9fP9Nrr5P75IThOsQWOwcC84HHgI+rqqpY7v7oHafRUl5eTteuXZk+fXq2q+LsBzkxkwAIIWwBfiKxONi/rKmpGTFx4kTOPffc3Xmsbe6aITiKcdY6r2ak1ra+g24IslxlaGjXYBmXNEOwZYAsKiqisrKSUePHc9748SwuLuaPHTowSVE9aHWwDIha+ESrHbXZYIcOHZLSutQJXFMXzShv2ao0AYDl/iJKjAfNaBvFnUQUFxGplrW38jQ0g+eqVavUvBs2bEhK0/qzJZhI9I8QAlOnTmXr1q00a9aM9evX065du33W1bJjaIIHS+ARxe2J1o5aH7PqpZV11FFHqXnbKrG/oxj1rX6jPatR+phFg8wkROQ4EblJRE7bV94QwvIQwjUdO3bklFNOofmGDZz0s5/RXPGN5KTGX3r25OJBgxg9ZAhjO3bkDwsW0NUI6uI46aSwsJDS0lLWrl1LdXU169aty3aVnIhkZJAQkQ/rfP4q8CegFfBTEUlpd0dJSQnHH388hz31FO3nzOGwMWMyUdUDgpmtWrG9WTOq8vJ4sUMHprRowXGbN2e7Wk4Tp7q6msrKStq1a8emTZuorq5usLjMTvrI1HJTXYHydcCpIYQ1InILMJ4UnPq1WbCAL11yye7vB7/yCge/8go1BQU88+ijaa/wgcb++Zx1nH1TU1PD0qVLad26NWVlZaxdu9YHiUZIppab8kSkjYi0BSTE4l0TQtgGmLvZROQ6EZkoIhOXtmnDomOPpTquiqguLGTx8cfz7z//OUNVbpq0rK5m6IYNFNbWkh8Cp65ezcBt23g3DTsxHWdvFBUV0bt3b6qqqti6dStbt26NtKnQyQ0yNZMoBSYR+8EaRKRTCGFFfC+E+SM2hHAXcBdAnz59QlVxMflVVdQUFJBfVUVVcTE727TJUJWbJs1C4KuLF9OjspIaERYXF/OdXr1YnKEAJY5Tl2bNmtG1a1c2btzIypUrfSbRCMnIIBFC6Gn8qRYYnep5mm/axLxTT2XeySfT57XXKNqwIWVXCJqKyUq3XHjMmDEjKW3OnDlqXu0XkuUuoGvXrklpmxUbgWXki6I5X5ufz1n11SQ1NaAIATTFUjqCN2l5NaWMpdDSlCNakCfQ29FqL02pYqlBogS2ShWrLC09SlCaKIGxrLjIS5cuTUrT+oelItSeqbKystg5Vqzgb5s3c13r1qzJz1fb1rperS9YKibtHJYSSruXUVzlaNdgBeEaMmSImq6h3UsrQJKW11JjRQly1qAS2BBCJbAg1fzv/dd/7f780TXX+K8Qx2nEFBQUUF5ezk2bNzOsqorvbtvGDyP48HKyQ87sk3Acp2mzaPVq6v4Ov2rHDq7asYMdQJfy8mxVy9kHObHj2nGcps+Qtm0ZU1REYqGxEniyqIijDe/BTm7gg4TjOA3C6vx8tohQBOwAioAtIqw27A9ObpDTy031jSuWgTmK4VozclkxIubNm5eUZrkx0OpgGRA1o61mjLKMipptxjLeaeet7ye/srKS5s2bRzKCaga8KMYwzdBnGa47duyYlKa5JgHduKrFBQBopciALbuXZgSNEpsk1XOC3o5W39fSrbxR4oWk6urGEito/aNFixZ02b6dJ4qLebK8nAvXr6drdfUeMScSaAIE0J9Vq+9r6VHiSaQquLCYOnWqmt6iRYukNK0NQO+PUWJPWH0/Cjk9SDgNx7Zt2ygoKIj0onecqHynjh+vmzt3BmIzCid38XmeQ3FxMbW1tfv9y9hxnKaHDxIOIkKLFi3YtWuX74h1HGcPfJBwgNiabGFhITt37vT9KI7j7MYHCWc3CeNdXcOYDxiOc2CT04br+uoPaylEW0u38mquMhYvXqzm1RQWViAgTXFgKXA01YVWX8sFgBYMxVLKaAoezS0IxFRE27Zt4/XXX2f48OG0aNGC119/nUvqeONNoLltsFRi2kCzvwF/orjaiKIGieLiQSOK4d86p6aqsexFmquN9evXq3m1drT6qBYYp1zZ8FZRUaEer/WxHj16qHm1Pjpz5kw178cff5yUZj0nWjtabZOqes1SC2nntZRQWuAyq99pyr4oWK5BogRk8pmEswctWrTgyCOPZMKECUBsULTkxI7jNH1yeibhNDzr1q2jW7duLF++nFmzZtG6dWs2b95M+/bts101Jwe5r14wsMKaGl7u04dXjdmq0/jwQcLZTQiBmTNnsn37dvr27cv06dMpLy9n06ZNPkg4Kld+8Yu7PxdVVfG3sWMZ361bFmvkpBtfbnJ2IyIcd9xxHHnkkcyZM4eioiJWr17Nhg0bsl01pxEwbOlSNhUVMdt/UDQpcnYmISIpGwE1g5zlbmD58uVJaZbBVTOCHn300WreI488MqU0gN69eyelaXEq5s6dqx6vGVwt42yXLl2S0nr16qXm7VbnF2BNTQ0vvvgid955J9u2beOas86i389+xuyf/5yqtm1Vw+LChQvV82quEDQBgOUnXzNMRnFTYbVNFP/7mhFTM/5Zx0cxFKZaPuiuNqx2HDlyZFLaoYcequZ9//33k9ISdqq61BUQnPLuu3x0+OFUdOyoGsQto69m0LaM3IcffnhSWpT7u3LlSjWv1m+iGKM147tVL008Y+XV3mNR4pBYfUFzDWKRs4OEk13y8/M5++yzOfnkk9m4cSPd7r+f1tOm0e2++5j/3e9mu3pOjtFm82YOWraMR08+OdtVcdKMDxLOXjlj9Gjy6vzK6vzMM3R+5hmOKSjgH3/6UxZr5uQSQ2bPZn6nTqwvLc12VZw04zYJZ69MePxxVp9yCjXxvRk1RUWsPvVUHr355izXzMklhsyezYfG0pXTuPFBwtkrVe3aUdOiBXm7dlFTWEjerl1Ut2jBdv/F6MTpuWIFpVu3MuXgg7NdFScD+HKTs08KNmxgxXnnseq886h49lkKjV2rzoHJ0FmzmNanDzuNXfBO4yZnBwkRSbLMR3HLYalf1q5dm5RmKaE0NwTHHHOMmldTLGmuDUBX+3Sv42c/geXyQFNCWNegtZmleNCUG9XV1Xz04x/v/r7m618HoM2mTUl5LQWPFkxIcyehqT5Av5eWWw7NZYnlSkU7r+WmQlMtaf3Oqpfm9sFStGjntVQ1musYa4f8O++8k5SmubkAvY9q/bFVq1aMv/JKAOr2YK2PWcqvZcuWpZy3devWSWlR3K5YaMog7fnVApGB3setfqe1jaVY0p6pTcqzB1CmhIG12tF6N2n4cpPjOI5jkrMzCadxc9bvfrf7c43yi666uppPDjmE9489FoDL772XDw49lElHHEFJZSVfGTt2d96gHC95eUw84og98o8bPJj5hx9Ou3XrGPX887vz1hqebCefdBLzDjuM8jVrOP2ppxh3xhlsLy+nw7x5DHn66T3LU44fP2oUq/r0oWLePIY9+yxvXXop27t3p9uUKRzx8sv7PH7cl7/Mpo4d6T51Kke+8gqvXn89O1u1ou/779Pvgw/2yKvNep646CIAvjB3Lsd+8gm/P/tsAM6aOZMBigPGgnqznD/Hjx/+7rt0XbKEfyqOHB0nIzMJESkVkd+IyGwRWS8i60RkVjytbC/HXSciE0VkojWlcnKfs373O8qXLMl2NZwIdF+0iMvvvTfb1XByEMlEvAAReQl4Hbg/hLAyntYRuAI4OYRw2r7OcfDBB4fbbrttj7R169apebW1bM32AHpwcmsXpramecIJJ6h5o9gkrHXr+lhry/trk9DW7UFf77Xqqg3iifXxxCzihe9/H8i+TcKyT2k2Jy0N9DXjTNkktPRVq1apebX1fKvfaP63EuvYiQHigauuAnSbhNa22k5j0NfdSw1FXJSd61odotgkLBcz2v3V+qNlk9Duz5YtW1IuS3t/gO5y3erPmk3CcjWuXcdPfvKTSSGEwfXTM7Xc1DOE8Nu6CfHB4rcicnUqJxCRlF+mWifTXkyg37g2bdqoeTt06JCUZj0UWh0sQ672AGgPlXbTQX8oLLcN2o8A66HS2sx6qLSOmng5JZZ3Et+1vNoDbF3D/sb1sAz12v3pFsE5nTYwW2Vp12sNitp5oxi5rZeI5mYikbcq/v/q1asBPQ6B9nKzfmTWbYclS5bwwQcfcFF8eas+mosIqy9EifGg5Y0Se0K7l9oPKdCFBdZ9WLFiRVJalDgVVr85/vjjk9Ks/pgLhutFIvJ9EdkthxCRChH5AeDrEI5zAFFRUcGMGTOYOHFitqvifA4yNUh8CWgLvBW3SawH3gTKAf3nhOM4TZLCwkKuuOIKnnjiCXWZ0cltMjJIhBA2hBB+EELoF0Ioj/87NITwA+D8TJTpOE7u0rNnT44//ngeeughj5veyMjGPomfZ6FMx3GyzFlnncWWLVvUTX1O7pIRw7WITLP+BOjbiJPPkaRksAzB2i8TzdgJujHYMhppBm1LGaSpQTTliXUO7dosn+9auqaeAV1tYxnvtHawlDJ7M1wnDPOJ9tOuV6uv9Qtzfw252r0BXdV22GGHqXk1A75Wh06dOqnHa2owS/2iGY0t1dXejNH10e574nlI3LPEd02JpAk5rB3qWn2Lior43//9X77xjW9w3nnn0bVrV1avXk1paWlS37MMrpq4wlJCaffHErRohmftvNZ7RTMEW/dBw5L8a33BMup/8sknSWlWXA7rvmlkaiZRAVwOnKv803WsjuM0eXr27MkVV1zBr371K2pqanjkkUd44YUXsl0tZy9kSgL7HNAyhDCl/h9E5M0MlenkCMuN6H1O7jK7AT24XnTRRbzzzjs88sgjdOzYkSW+8TKnycggEUK4Zi9/uzQTZTq5w+xzzsl2FZyIvGs4rkw3U6ZMYcOGDfzoRz/i2muv5YorrmCp4kLEyR3cd5PjOA1Gy5Yt+eMf/0h+fj6jRo3iqaeeSjmWvZMd3Ausk3ZG/vKXjPzlL7NdDScC1zz4INc8+GDGyznooIO45557uPDCC3nppZfYunUrS5cuNd3KONknZ2cSIpKkLrAUD9o2dUvFoCl4LBWR9gvHOq+mpLDOq6l9tO3+UY63fo1p9bJURJZKJFUSdVh68snAZ2oa7byaeiZKzARLOab50LHcGGjKoPfee0/Nu3DhwqS0NWvWJKWdHffEWh/tGqwXo+ZjyboGDctfT+fOnZPS2rVrB8CyU08FYi9xgC5duph562LFbNDS6yr4zjvvPM444wzuvfde/vGPf1C5YAFDb7mFT2++maq2bc220VSAluJQe34sJaPW97TzWs+Idl7rGjTFoJVXU9VZcWY0tZ71vrIUjho+k3DSzuKRI1k8cmS2q+FE4NPjjuPT445r0DKLior42te+xjvvvMORTz1Fq6lT6fL3vzdoHZx9k7MzCafxUhj/1bzLcIbm5B5F8T0bOw0HlpliwPDh5NXZT1Dx1FNUPPUUtYWFTPJNdzmBzySctDP0979n6O9/n+1qOBE46c47OenOOxu83I/HjmXtaadRE1/aqSkqYu3ppzP1mWcavC6Ojg8SjuNkjer27alp0YK8XbuoLSwkb9cualq0oFqxfzjZIaeXm+obvyzDtebewNq6rhlsLKOvZuC18mruPqwt8ZphUjtvwrd/fTSjrWXY1AxXluFaM/RZcRs0dx+Jrf4JY3ki8JPmWiBKTAzNKNirV6+U62UFitH8+lv3V7tnmgHRir+hXYPlLkS7v1a9tDaz+p1m0E7c88SzlTBOa24itEBeVh/V+o3lOmbU3LksGzaMKUOHMuDDD2kxZw4fffSRmldzdWHFeNDeF5bBVuv7UWK8aFhuObT3lSXa0LCeE82ob3ndtWLoaOT0IOE4TtPnma98ZffnV84/H4Cy7FTFUfBBwsl5Dn3tNQ5+913aLFvG/KFDefua5A39A597jsH/+hf3X3YZ841QkI7jRMcHCSfnqSwrY8o559BlxgyaKVP4VmvW0HvSJLYZMZQdx/n8uOHayXkWDRrE4oED2WlsLjzukUf44IILqN3PzYCO4yTjg4TTqOk1aRI1BQUsOfLIbFfFcZokOfvTq7q6Oskyb6kjorgs0BQL1lZ7TZVjqRs0NwaaIgZ0BczUqVOT0izlSBTXBNq1RQneZG3r1xQaCUVLfXVT165dk/JawYw06p63urqabdu2sWnTJgp37mTQk0/y8JVXsmn1ampqamjWrFnSPbaUHFp/stw2HHHEEUlpmlrIcq+g3QdL0fLSSy8lpVn3TOtjltpHu78JNyYJJU7iu6a8itKXtOfMCtijpVtKRs31hPX8an1Xe6ZBD8KjPevdunVTj9faXAtEBPrzb6mQtGuwnh3N1Y2l7LOCY2nk7CDhNF6mDxzYIOWc8PrrTB8wgE0R5HyOzifHHpvtKjg5ig8STtqZPmhQg5TTc/58Wm/ezKAPPwSgZNs2Lnj8cd477jjeP+GEBqlDU8EHCcciUzGuzwghvBj/XArcBgwBPga+E0JIdtUZy3sdcB3YSzVO7lMcnyJvNwzNUZGaGvJqa5H4v/yqKqSmhoevuoq8Oss71/z1r7xy5pl82oBR1poK2fLd5OQ+mZpJ/Bp4Mf75VmAFsfjWFwB/A87XDgoh3AXcBXDQQQfp24KdnGf0I48A8MhXv5qW8w156SWGvfji7u/9Jk5k3EknMa6ep9navDx2FBdTZdhnHJuT//IXAF74/vezXBMn12iI5abBIYQB8c+3i8gVqRy0detW3qnnBbJPnz5qXi2GgGVA1LblW3EbNP/5lsFHM1xpMQgApk2bpqbXJ+HbP5WyLL/+UdxfaEYyy1CvxWJItPn4L3xhj+9aHAMtFoPVXu+ffjrvn376HmkhBOrftXt/8pPYeesZhC3ju1YHyzDZvXt3Nb0+UYLnWHEfeiubAZ9//nk17+n12gXsvqAZTBP9Y+KJJwKftZVmHNXEEeXl5WpZmihAc+thncMycmvn1VyxgH69ltFX6yOaOMMyMGv3zBIQaKsk1vWmKiAAve9ZhmsrHotGpgaJDiJyEyBAaxGR8Jm0wmW3TZxP+vXLdhWciCxQ1FuOA5l7Yd8NtAJaAvcD7QBEpCMwJUNlOjlC+Zo1lCu/0p3cpWzVKsqUGbnjZGQmEUL4uZG+UkTeyESZTu5w9tixADyo+FhycpORTzwBwFM33pjlmji5RjaWftQBxHEcx8k9MiWBtSyzAuhRvB3HcZycI1OG6wrgdKC+vECA91I5wbZt23j//ff3SLOUBZq13wroom3Lt1QImjsHS0mxdOnSpLTFixereTWViKZ0sVwIaKor6xrmzJmTlKYFywG9fTUVE+hKisQ1JNoo8V2rm6Ycsa533bp1SWlaGwAsX76cqqoqzjnnnN1plhrklVdeSUo7/PDD1byaSwstTVOTga44surVoUOHpDRL/aK1YxQ3FQm1T6J+ie+ayktTxVn9TlPFLVq0SM2rucSwFIeaWw5LsaSdwwrepLkB0fq45QJo9uzZSWmamwyrXpZKTCvPugYt0JPVjpri0CJTy03PAS1DCIvq/VsIvJmhMh2HAQMGMHbsWPOl6jhONDIySIQQrgkhvGP87dJMlOk4EJslHXPMMYyNG88dx9k/fM+C0+QYPXo048aNU5epHMeJhg8STpOjTZs2jBw5kjFjxmS7Ko7T6MlZL7BFRUUcXM9Rm2akA93Qt0sJcwm60ccyRmt5rRgPmmsQy6CmuXjQDEmW+wzNMGnFQdCuYfny5WpezQhpxfDQ2twyXGvtoJ3XMt5prlQs9xcJ9wg33HADF198MXl5eRQXF/P0009z2WWX7ZFXm2lYbkg0g7RWB8twrV2vlVczolpxGzRjtNX3WynO+xLG1cJ4mYn7qvUn7RosFyBavfr27avm1dyjWM+6Jvqw+oLmQscy6mvPmtaO1j3T8lrvCk0QY8U80crT3I2A3uaWsOALcdc5dflL3H9XfXJ2kHAaL/NGj852FWjdujWXXnopd911F8cdd5zpw8aJMeOMM7JdBSdH8UHCSTurhw7NavkLFixg0qRJfPGLX+SSSy7h4IMPNmdlToylRx+d7So4OYoPEk7aaRHfM7JNCVvaEJSVlfHqq6/y+uuvc+GFF/Lyyy9H8s56INJ6xQoANkcIa+kcGLjh2kk7/e+8k/533pm18tu0acOdd97JkCFDeOyxx1i1apW5Tu/EGH7ffQy/775sV8PJQXwm4aSd2Zdfnu0qkJ+fz1VXXcWQIUP4zne+YxocnRgfXXhhtqvg5Cg5O0i0aNGCwYMH75E2ffp0Na9m1be2rmtKGesFornasALYaGve1rZ87Vftpk2bktIsNxVaWSviywX10dxXWNer1VdT2oCutkm4qVifiCcR/64pVSrrBQYCW82lKW0sRVp9JdXBBx/Mueeey5QpU5j/7rt87a23+MuJJ7K5pEQ9h6aeseqmKXusttVUNdb1am1u9QXN/Yy127xt27ZmWRsPOyz2XT0yhuaGxFK/aVgKPC2YmLU8qPUby1WG1ket94J2Xq3fam0Aen21c4KuLtTeS1a61fc10mGL8+UmJ+20mTWLNrNmZbsauyksLGTo0KGcO3Uqh6xaxaipU7NdpZyj3dy5tJs7N9vVcHKQnJ1JOI2Xfg8+CMD7v/51lmsS428PPkhhnV96J8+Zw8lz5vAXoKMx2zvQOCoeT+K1//mfLNfEyTV8JuE0eb7/xS/yfq9e7IwvP+zMz+e9Xr3or2wucxxnT3yQcJo8m0pK2F5QQEFNDbvy8ymoqWF7YSGrI6ynO86BSs4uN+Xl5SW5EbDiIGi7aa3t95rxzDIwadvfLaORZhS0Yh5obio0I5kl29SOt9w2aPW1jG9aO1jn1c6RMCAmjHj1v9dFM6hZRjbN2Ghdgxb/YuXKlRRt3Mjz3brx727dOHPJEso3bOBoZQOZZajX6qbVwTKMptoGoBu/tfgO1nmtWCqWmxiAEDfCJ/qcZgy2nikNLa/Vl7TrtcrS7o8VMyGK2xQN7V5ahvpU41FYdbD6gvYOsPqoZuTWYkyAbezXyNlBwnHSya8GDtz9+c+JwELGA+Q4zmdkZL4tIqUi8hsRmS0i60VknYjMiqeVZaJMx3EcJ/1kalH2CWKhS0eEEMpDCG2Bk+JpT1gHich1IjJRRCZaXiAdx3GchiNTg0TPEMJvQwi7A9KGEFaGEH4L9LAOCiHcFUIYHEIYrLk1dhzHcRqWTA0Si0Tk+yKy29IsIhUi8gNgSYbKdBzHcdJMpgzXXwJ+CLwVHygCsAoYC1z8eU9qBYTRlAGWskBzb2C52tDUGJarDU3JZNVXc+egqXIs1ZWmumjZsqWaV1NCWMqRVAPrgK66SCgpxo8aBXymoNDUNto1WMog7f5YM01NkWaparTgT9b1an1Ma0frGjSsgD1ae2lBqUDvI5aiRUtPKLTeP/fcPfKkqj6zrkFT2lgqJE1xaLVjFIWV1jaWYlDr+5p6zXKfoeW1nl+tzazr1QJxWQpLzR2LtWxvvfM0MjJIhBA2iMi9wCvA+BDCbr2ViJwBvJiJcp3cYLXii8fJbVb5PXMMMqVu+hbwLHAD8LGInFfnz7nhq8HJGB3mzaODR4JrVFTMm0eF3zNHIVM2ia8Cg0II5wMjgP8nIt+O/y31+bjTKBny9NMMefrpbFfDicCwZ59l2LPPZrsaTg6SKZtEXmKJKYSwUERGAE+KSA98kGjyvHPZZdmughORty69NNtVcHKUTA0Sq0RkQAhhCkAIYauInAP8AzgylRPU1tYmGX4sX/+tW7dOSlu2bJmaVzNcW0ZQzUhm+cTXDE+WGwTtOrQ6WAbIKAZT7RxWXq2+louHvRmutyaM6HHDtVYHzUBsudqIEsdAM1xbRn2tzS23Ddr1RomlkOo5QW8vSzARJabF3uIQbOrYcZ/n0O6D1T80g6kWMwX0+2PFz9CEGJbxXDMcW/VNVZhg1UtrL+29FBXN2G+9r7T2td5XVswRjUwtN10OrKybEEKoDiFcDpyQoTKdHKH3jBn0njEj29VwItBj2jR6TJuW7Wo4OUim1E3JId0++9u7mSjTyR0GvvkmAPMTPpKcnOeoV18FYFH//lmuiZNruK9kx3Ecx8QHCcdxHMckZ12FhxCSDHiW0UiL5TDXiNerGaMso6C2u9IyrmqGL8swqRnPNMOXtWNTM0BaOys142qUmAeW8V273sQ1JAyJieu0djGnUj7o98cyGq9cuTIpzTJca0Y9Syyg1S1KnAutvlF2/1po/dmqg/b81L+/iWtKdXe11Ze0dGvnu9bPrb4fRcQQJW5DqljPg2U819CeX+0dBraRWmPjxo1JaYcddpia1+rnGj6TcBzHcUx8kHAcx3FMfJBwHMdxTHyQcBzHcUx8kHAcx3FMclbdVFtbm6Qk0Lbkg+5r31IxaAqANm3aqHmjKFI0dYPls11TbkRRYmgqEctlidZmlsokSryAvalMXho9eo/vWnlavaz7qyk/VqxYoebV2tFSxUWJ/aBdg6YsslQjUVQ5Wr1SVYjtrQ6aK4ZEzJMPr7kG+KyttOvVVHnWNWhtY/UlLa91vVo7Wnm1a7CeXw0tr6Uc09rcev41dx2WwlLru4sXL1bzau8VK6ZNFHVTzg4STuNlffv22a6CE5HNnTpluwpOjuLLTU7aOWjWLA6aNSvb1XAi0HXyZLpOnpztajg5iM8knLQz9O23Afj00EOzXBMnVQ57MRYscunRR2e5Jk6u4YOEk3ae/vKXs10FJyJv3XBDtqvg5Cg5PUjUN+BZhtyO9Xzhg22snD17dlLa0KFD1bxRXB5odbMMapqxTzM8W8ZozSC3t1gBqaKdw7qGvbkhqI3XO1F77Tq0siz3GVqbr127Vs2rtY3l2kA7r2XM1vJqaZYoIIrbBu0cUQzX1nOycOHCpLSjjjoKgB2Jto9fU6rCAis+g3a9UQz1UcQVlhFWO4dVBy1vlPsbJfaM5u7HqpdmeL7nnnvUvP369UupLHC3HE6WOezDDznsww+zXQ0nAn3efps+8WVCx6mLDxJO2jlswgQOmzAh29VwInDQO+9w0DvvZLsaTg6SkUFCRM6o87lURP4uItNE5BERqdjLcdeJyEQRmWhpjB3HcZyGI1MziV/X+XwrsAI4F5gA/M06KIRwVwhhcAhhsBbb1XEcx2lYGsJwPTiEMCD++XYRuaIBynQcx3HSQKYGiQ4ichMgQGsRkfCZVCCl2YuIJKkeLLWAtn3eCrYxadKkpLRu3bqpeTXVlKVC0NItJYTmOiLVoDYWlupKUxZZeaO4tNjb9SaUHgllhqaK0eplte2iRYuS0rZu3armLS8vT0qzFB5am1uuQbS2iaJY0sqyFEtautWXtHTrejUl0scffwzAcfHl3cT3Q5U9LlpfsO6Zpp6J4mrD6qMamrII9Htm3d/9DbKknde6D1a6xrvvvpuUZrkW0dwTWVjvUo1MLTfdDbQCWgL3A+0ARKQjMCVDZTqO4zhpJiMziRDCz0WkH9AF+CCEsDWevlJEHslEmY7jOE76yZS66UbgWeBG4GMROa/On3+tH+U4juPkGpmySVwHDAohbBWRnsCTItIzhPAHYnYKx3EcpxGQqUEir84S00IRGUFsoOhBioOEiCQZNy0DVf24EwC9e/dW885SvJO+9957at4hQ4YkpVlG7lS39YNuwNtfFwBRjNyW8U5Lt9pcS0/Ud/x3vwt8ZhzT8moGz5UrV6plLV26NCnNcuGh+erX+gdEu16N/TW4WvdMc1liuRbRsO5ve8WFe8JQfevw4QBsXbUKAE2CrsVd0c4JunFWMySDboi1XNJoBmbLJY12XqvNtWdS66NR7pnlskS7Buu8M2bMSEo75JBD1LxRRCpR+nmmDNerRGRA4kt8wDiHmAH7yAyV6eQIu1q3ZpfysnZyl63Nm7M1gurGOXDI1CBxObDHz8IQQnUI4XLghAyV6eQIPd98k55vvpntajgROG7ePI6bNy/b1XBykEypm5LXBz77W7Lw12lS9HrrLQAWjhiR3Yo4KXN8fIB4p0+fLNfEyTVy2lW40zh546c/zXYVnIj872mnZbsKTo7iXmAdx3Eck5yeSdS3+EcJCGMpKQ4//PCktClTpqh5NSWU5YZAcwdh1UFDU6RYqg0tr9U2UYK/aIoHSymzt7L6PfccALPPOQfQ1UXr1q1LSluyZIl6Xk0p07ZtWzWv5a5DQ2tf63o1pZmWZh0fpY+mGvAHdFWO1QaaIqyiIuaU+cS4a/e34oq+FStWJOWdNm1aUlrPnj3VsjR1lKWE0u6DpcrR+rmlItLOYbVNZWVlSnmtgE7aM6WdE3QFntWfNVcblupRa5soz6+FzySctNN58mQ6T56c7Wo4ETh03jwOdcO1o+CDhOM4jmPig4TjOI5j4oOE4ziOY5LThuv6WMbZKNvnNSPoEUccoeZdu3ZtUtr8+fPVvPOU9VzLSKZtn9d89WvGcIDS0tKkNMvIrV1vFOObFTNBM7omDIUJdwgJ46dmXF0Vd/9QF+saevTokZRmGSu19ChRDi13BVp/0u6jFTPBMjZqRHEXot2f9evXq3m1Nk8YkwvibZ/4rsUb2LJlS1KaJu4AvY9Z/W7z5s1Jadb1dujQISnNctGi9X2rP2viCs2th3UftWfSihuh9SWtDUCvr3XeKIKHXHDL4TiO4zQBGtVMwnHqUrRtG6c+/jg95sxhe4sWvHv22azs0iXb1XKcJoXPJJxGy8gxY6jNz+euX/yCFy+7jJFPPkmHNWuyXS3HaVL4IOE0Sprt3MlB06bx3plnUlVUxPLevZl/+OEMVFwrO47z+fHlJift/PMb38h4GW3WrKE2L4+NdQyZa7p0ocIHic/FY9dfn+0qODlKoxokLGWCpsqxrPqaIsXaPq+pJjSFB+iBcTZu3JjyecvKypLStm3bph6/evXqpLQdO3aoefd3q77V5lo7akFpQHfHoKlULNcEmuopr7KSXUVFeyhmthcWUlRVZbodqY/WNpbqQ1P7RGnbKAGKNIVUlPNqdQXYsGFDUpoV3Ee7l4MGDUpK0xSAoKuFLDckWkAlTe0HettYfVRTJ2lpoKuWtPpGCdhloT2rlipO64/W/dVUT5bKM0qQMl9uctLOiIkTGTFxYkbLqCoqorDei6hoxw52GjJaZ+8Me/tthr39drar4eQgGZlJiEgz4BpgNJDwULUMeBb4ewghdc93TqOjp+IcLt1saN+evNpaytasYWN8ptJ++XJWt2uX8bKbIl0M54qOk6nlpgeBjcDPgMQ6TFfgCuAh4EvaQSJyHXAd2EsXTu5z37nnZryMqsJCPjniCI59+WVevugi2i9bxkEzZ/LKZZdlvOymyFOXXprtKjg5SqYGiUEhhPrRupcC40VkrnVQCOEu4C6A7t27px5R3jkgefWCCzj9iSf4xs9+xvYWLXjlggtYbbijdhzn85GpQWK9iFwEjAkh1AKISB5wEZBsPUuRdBiuNV/u1nk1o6BmkAPdGG2dV9vC305ZJrHcVGjntQx9GtZ5NfcVWl1Bn+kljO8D//lPAD666CIg9bax2ksTFrRu3Rpat+aNb31rz/oqxlnrvFqbRTFAav0uivsMy3gYxWWC1h8tAcCmTZuS0hKG/5GvvALA66eeCugGXu28Vv/Q3KNYz47WjlHiSVjuPjRjsHVerQ5aG0Rx22KVpT1/UZ51S2ygXYPlRiSKm5hMDRKXAL8F7hSRjfG0MuCN+N+cJkwHj0vQ6OiqqPMcBzI0SIQQForIbcCtwDygHzAcmBlCWJCJMp2mTcu1axn+0EN0mDePmmbNWDBwIO9dfDEhwi8ix3Gikyl100+BM+PnfwUYCrwJ/FBEjg4h3JyJcp2my/CHHmJHq1Y8dtttFFZWcvott3DYW28xY+TIbFfNcZo0+xwkRORG4KEQQhRbwoXAAKAIWAl0DSFsFpFbgA8AHyScSLRau5ZZI0dSU1DA9tJSlhx+OOXLl2e7Wo7T5EllJlEBTBCRj4B/AC8FyyLzGdUhhBqgUkTmhRA2A4QQtouIbkWsh4gkGXOsYjXDlWWY0Yyo1g5dzYhpGY20dMtHvFYHzaBuGbOi7MLUdrNGMVxbhjrtehPtlfhfM8Yn0O6ZFX+joKCA2aefTp+JE1l7xBEUbttGr9mzmXXppUk7t+ued9GiRVRWVtK7d2/1vJrR1TIma/dMay+rL2ltbu2y1bDug7Z714qfoe3ITTxTzeLPS6Ifap4FTAFBimVZu50tg7aG9g6IEh/FqoNmINbeIdbzHyVui3bfo+yAts4bxYNAJIHGvjKEEP4HOBj4O3Al8ImI/FpE+uzlsF0iknhr7d7LLyKlQEqDhOPUZVXfvpQtW8Yl11/Phf/5n2w86CBWDBu212OaNWvGfffdp7qjcBwnNVJyyxGfOayM/6sG2gBPisjvjENOCCFUxo+tOygUENtQ5zipU1vLybfcwuLBg3n07rt5/M47Kdi6lcMfeGCvh3Xp0oWRI0fy6KOPmjJYx3H2zj4HCRH5tohMAn4HvAscGUL4OrEZwhe1Y0II6vwxhLA2hDB9P+rrHIAUbdtGy3XrmHPKKdQWFLCrVSsWn3wyFZMm7fPYU089lerqat52v0SO87lIZSZRDlwQQjg9hPDPhN+l+AzhnIzWzmmU7GrVil2KLeTzsrNVK7a0b88hr72G1NRQsG0b3d54g009e+7z2Ly8PC699FJeffVVVq5cmbY6NTW2t2jB9gixwJ0Dh30arkMIP93L3/Qo6M4BzaQf/Sjt53zrW99i8MMPc/jzzxPy8ljXvz8fX311Sse2a9eOs846i0ceeYRvfetbkXY0Hyg8f9VV2a6Ck6M0qqfFWlfWHvp9C7A+Q1MmgK5usPJqqgfLVYZ2jig+9VNV2oDeNpa6SVM8RHFjYKGpVzQlk6Xa6NChA6GsjAlHHbU7raCgAAHqt6TWjrW1tRx//PHMnDmT1157jXPOOYfnn3+eoUOHMnDgwD3yWqo47Z5ZijINre9abajlte5DeXl5UpoVHyWKWk+7F5qrDet4rW2sZydKv9OIohKz6qu1maaEsuoVJa+G1Re059d6L1jxOvYXjyfhpJ1+999Pv/vvz3Y19kBEuPTSS3nvvfdYsGABtbW1fPLJJ9muVs7Q/9FH6f/oo9muhpOD+CDhpJ2CLVsoMCL4ZYvKykoKCwu5+OKLefDBB2nTpg3LfTPeboq2bqXI2KfiHNg0quUmp3Ew/YYbsl2FJKZNm8bYsWM544wz6N69OzNnzjQ3Vh2ITPjqV7NdBSdH8UHCOSA45phj6Nq1K88++yxr166lsrIy0pqx4xyo5OwgISJJRpso8SQsNCNXOtQuUQyTmnFVM6hZvvq181rGLO3aomzrt9wFaO2YMFAPuusuACZddx2guydZu3ZtUlqXLl3UsrRrq38NEyZMoFevXqrBNHENZWVlHHHEEUyfPp377ruP1atXw6pVHP+nPzHtRz9iV3m5adjUDNqagMDqS1p7WQZXrc019xugG0wt47s2KCbaq/+ddwIw7ZvfBHSD+Jo1a5LSLCO5hlUvTUgRxb1JlI2SUYy7Wn2juAaynrMosRyixCzRBABWWVHazG0STtpptWIFrRogznVdli5dyu9+97uUOv+RRx7J73//e7797W/T/9lnafPxx/R++OEGqGXu0nL5clq6jcZRyNmZhONEYdSoUbzzzju88MILnHPOvvd4XnrttVxe51dl9+eeo/tzz1FTWMg7L7+cyao6TqPCZxJOkyA/P5/vfve7jBkzhiVLluwz/7O33caKk06iJr68VFNUxPKRI/nAZaCOswc+SDhNhs6dO3PJJZdwxx13mOvBCbaXlVFdUkLerl3UFBaSt2sX1SUlVBnxoR3nQMUHCadJcdppp9G6dWvGjBmzO82yUxRu2MCSs8/mg//7P5acfTZF69c3VDUdp9GQszYJEUmyzFvKgiiqHE0NEkXdFMVtg+X+QlM3addmBQbRFA+WGkSrb5QAJ9Z5N27cmJSWcLVRHV/rXx9/6WouODSVSRQXEdaLv6CggBtvvJGbbrqJoUOH0qtXL2666Sb+/Oc/J1335P/3/3Z/nhlX9bQz3Jto9zLKPdfqGyUIj5V306ZNSWmWEkrrY4k2Tyittm3bBuj3Xes3llpIuwar3+2tXvWJoiKMEoQn1WfCut4o9Ur1eLDvu4Z2bdb1RnIZknJOx2kktG3blmuuuYY//OEP1NTUsHPnTjNKoOM4eycjg4SI9K/zuUBE/kdExsYj2qXuFc1xPgczZ85k+PDh9OjRg4cffpiOHTu6m3DH+ZxkaiZxX53PvwEOAm4FioG/WgeJyHUiMlFEJmoxdp3GwcaKCjZWVGSl7BACzzzzDN/+9rcZPHgwb7/9Ns2bN/dBYh9s6diRLR07ZrsaTg6SKZtE3QW+k4EhIYQqERkHTLUOCiHcBdwF0KtXL/eZ0EgZ9+UvZ61sEeFHP/oRkydP5r777qNly5bMnTuXPn32FpLdcd9NjkWmBolSEbmA2GBRVCeaXRCRlF7+muE6CpZhJspWe80ImTDs1UczMlvGMM2YFGWbvHYNkbbZ72csCIB169YlpWlGVNDbUYt/YRlco8QLSNzLQw45hF/96leMGzeO+++/n48++ojLTj6Z4++8k3Hf/CY7yspUI6QV80Bz9xHFRYTWx6x+p82itfYGVE+2lv1F64/W/dXIlBFVa7MoRm6rf+yvICWKS5tUDf0QrS9o54gSV8cSv0R5X2RqkHgLODf+ebyIVIQQVolIRyDZaY/TpDh77FgAnh81Kqv1yMvLY8SIEQwcOJCNGzdy5DPP0GHuXPo/8wwfXnllVuuWa5zyxBMAvHrxxVmuiZNrZGSQCCFcJSLDgNoQwgQROUxEvgzMDiGcnIkyndxhu+FsMFtc+61v0azOrKHv66/T9/XXqSko4PH77stexXKI7RGi7DkHFhkZJETkp8CZQDMReQUYCrwJ/FBEjg4h3JyJcp3c4PVTT812FfbgmVtvZeCjj9J90iSa7dpFdWEhiwcNYspll2W7ajnDuyn4u3IOTDK13HQhMAAoAlYCXUMIm0XkFuADwAcJp8HYXlZGVfPm5FdVUV1QQH5VFVXFxewoK8t21Rwn58nUIFEdQqgBKkVkXghhM0AIYbuIpG4xcRolFz32GAD/vOSSLNfkM5pv3syckSP59KSTOOiNNyhWdowfyJxz770APHfVVVmuiZNrZGqQ2CUiJSGESmBQIlFESoHPPUhYagFNWRBFhWARRYWkuRGI4v5CUzdEUUeko2208643/BlpyqCEOqkorgBLfG/durV6jvosW7ZMTdcUOJaiRcsbQmDaSSfFvmzcyFtHHw1Ay08+ScprqdfatGmTlNauXbukNM3lSqIO9dm+fbuaV9vTYcXjXrRoUVKadc+0vrBbtRVXT82bNw/QlVtamhUYS1PVWAoe7ZmylG5RAuto6VbeVJ9VSzGlnddSg2nXa7n70M5ruX7R7q91XkvFp5GpQeKEEMJOgBBC3RYpAK7IUJmO4zhOmsmUukkVX4cQ1uISWMdxnEaDO/hzHMdxTHyQcBzHcUxyNp4EJBtiLGNlFEOuZrS1jFGa0ccyfEc5r0YUI7eWN0o8CctgqqVbrjY0A2/CCJofr0vie8uWLZPyau21cOFCtSzNaGtdg1Yvy/VEsbLpr1+/fmrenj17JqVpMTUsI712zywjueaCw2qbGTNmpHQ86NdbXl4OwPa4oXj+/PkAlCnyYM1Q3759e7UszbhqGXK1vhDFpY31nGnPhGW4TjWv5eZCu7Z0xIiIEktFy2u9FyK58Uk5p+M4jnPAkdMzCadhOeSVV+jz9tuULVnCwmOO4f3rrwcgr7qasx5+mIolSyjdsIEnvv51ZmXJFbjjOA2LDxLObraXlTF91Cg6T59Ofr0p8bJevfjo+OM554EH9nmepd26ZaqKToaY7bvPHQMfJJzdLBkyBIC2CxZQUmdDVm2zZkw+4QQAQgqbEd847bTMVNDJGPf17ZvtKjg5itskHMdxHJOcnUmISJJqwVKp7NXdQD00VYylALDcCKRaB0uhoam0ogRY0pQJllphzZo1SWmWW45E2+zatYuC6mq2bNmS5B4hhMCuXbvU600oYs685x4A/n3ttYCubtLapkOHDmq9EoqbuqQjHKkWnMdSc2muLrp3756UpimIQO9LVn/Wrk1rA9AVVlGUbgl+/NFHANw8cCCgq3i0a9Pc0YB+vVZe7XmwrkFTMkVx92EpJLW20fqo1YZRlIyaatI6r3YNVttECXxmvQM0cnaQcBovK3v1ynYVnIjMcptETjLgnXc4fOJE2q1Yweyjj+aluNPMDvPnM/Rf/6Ld4sWEvDyWH3IIk6+8ku0ZuI8+SDhpZ/LJHleqsfFU797ZroKjsLW0lA9OOYUec+bsETirqLKSmccdx5LDDiPk53PcY48x/O67ef1730t7Hdwm4exGamrIr6pCamuR2trY5/j0PL+6mvx4J82P5yPCcpzjONH59Mgj+fSII9hRb/l8yRFHMH/QIKqKi6kuLOTjESPooHg1Tgc+k3B2M+jf/2bICy/s/t73ww95e+RI3j75ZK6//XbK4uvf/xEP+fnH73yHTYoL7dF/+AMAT3/72xmvs5MefvPBBwD8cNiwLNfE+Tx0+uQTNnbpkpFz5+wgUVtbm2Q0tdwYaIbRKFv1oxiorW352nktY7JmTNIMapZxKYqBSjOOVlZWqnnfOeUU3jnllD3Stm7dCjU13HHTTXukt2jRIvZ/nbSE4TrR9onvmsFSu4Y+ffqo9dqwYYOarhHFILdly5akNM2YDTBr1qyUjrfiK2jGSu140N1qWK4cEm416mK5BtFiYiSOL5k+HfjMLYkWFyNxz+tiPQ8aVgwD7VnVDPJWXov9dX+hvRcsw3cU4YpmpN5X/BsRQUTIy8tLOr586VIGvfACb910U1KZ1rstynPiy02O4ziNlNarV3PGH//I+1/6EmsytNclIzMJEWkGXAOMBjrHk5cBzwJ/DyHo4ZKcJkObRYs49eZYKPM85ZdTngirhgxh/gUXADD8v/+bT487joUjRlC4eTPH3n777ryDlV/cldu381q3brzerRutdu7kh5Mm8Uzv3rzfrh1dtm7lRsXxXX0erqjgvbZt6VZZyfc+/ZS7evbkPeCobdu4sZ4MVftN+HhJCbPLy+m3fj2Xz57Nnf37s7W0lKOXLuWsejOPWuUX3f/168eyli0ZumoVFyxcyK+PPprNhYWcvWYNZ6/dM+xKUGal34uryE5fsYIzVq7kO/GIe+d/+imDV61Kyl9Q71f4b844A4AREyfSce1aVioO/JzcpeW6dZx1++1MPvtsPh0+HF18vf9kaibxIDAA+BlwVvzfz4GjgIesg0TkOhGZKCITram4k/u88uMfs6FHj2xXw4nA/K5d+fNFF2W7Gk496opJ8uqISUo2bODsW29lxkknMevEEzNbhyjr8SmfVGRuCOGQqH+rS69evcLPf/7zPdKs9WLNJmGtDWt2DasNtPXHKBv6rPOmunHHimUbxSahDbaWTUJbp9y6dauaV1uftjbDpbqWbdmcJk6cmJQ2Z84cNW+mbBLa/e3atWtSWkPbJDSX3p/HJlGfVG0S1vVqWBtco9gktGuw0PqC9UxpeaO43taw4ktrG3qt98oxL77I8Jdf3iNt0jnngAiD/vUvqurZ+x6Pb2RNYL2DtPQrrrhiUghhcP30TBmu14vIRcCYRIxrEckDLgJSt0I6OcuGDRsoKSkxd9E6jrP/jD/jDMbHlwUTJH4Uf3TuuXukW7v995dMDRKXAL8F/iwiG4gt6ZYCb8T/tk9CCEkjuaUW0kZFaxTXfklYv+iiKBY0rPpqM4koM5EoW/X3192H9ksV4M0332TLli1ceeWVu9OsX7BaHbRfj1YnH6bIMtu2bavmXbFiRVKadX+jBGTSflWuXZscrt2ayWjXa/VR7Rd7lwjyRuuedVO882ozBtD7ufaDwFIbacdbz4523617FiXQUxR1UpQZqIY2E4iibrTaJkrgJC3d6mNRZkQZsUmEEBaGEL4UQmgPDAeOAV6Opy3IRJlOw3Lqqafy/vvvs3r16mxXxXGcDJIpddNYJXlkIj2EMCoT5ToNR+vWrTnttNMYM2YMX//617NdHcdxMkSm1E1dgc3AbcCt8f+3xD/fmqEynQbmzDPPZNq0aSxZsiTbVXEcJ0NkapAYDEwCfgxsCiG8CWwPIbwVQngrQ2U6DUxJSQnnnnsu//znP4HYGqxLlx2naZGR5aa4oul2Efln/P9Vn6es+oYfy0imGaMsyaAmvbQUOpbhKdU6RDEaRzFmpVq+hSUD1OprGQUT6aNHj+ZrX/say5cvp6SkhHvuuYdbb91zshjFoLa3surSqVMnNW+U89Z3+wL7345R4iBY8lGt31nuL7TrteSjmluMKIZNTfJrocldLeOwlq7J2kGP6xHlOY1yf7S20fqMldfqS5pB3Xq3RXmH3HHHHXz5y1/eo19Z4hdLBq+RUbccIYSlIYSLgH+zl010TuOlqKiISy65hAcffJAQgvkQOY6TWVq2bMm//vWvtJ+3QXw3hRCeDyH8qCHKchqOd999l1/+8pcMGjSItWvX8sknn0T6Je84Tvo477zzePfdd1Vp9v7gDv6cz82wYcPo1asXN910E8OHD+fZZ5+NtFzjOE76KC0tZeTIkTz99NNpPa8PEs7nplmzZlx22WV8//vfZ9y4caxZs8Z0a+E4TuY566yzmDx5MsuXL0/bOXM2noS249oy5GqGqygGuSjGIeu8moHIOq92HVGMb/uLZSTTDLHWjty6xrFjjz2W/v3786Mf/Yg5c+bQets2Dv5//49PfvUrqtq2VdtGawOrbTWfTtbOaE2wYBnptPIsg6lmZI4SQ0RrR8uQq/nLsoQYmoHYyqv5hLLQ+ojWjtbubq1tredByxvFR9qaNWvUvNrOdasO2gxYu5dR4klY9jlNhBBlF7VVh9raWoqLiznzzDN58sknueGGG/jggw9o2bLl7jghe6uvhc8knLTQqlUr/vKXv/DYY4/R5R//oNXUqXT5+9+zXS3HOeA45ZRT+OSTT1iwYAELFixg/vz5+3W+nJ1JOI2PYSNGkFfnV2zHp5+m49NPU1tYyAdvvpm9ijnOAcLkyZPp1q0bo0aN4sknn6RHjx77bSf0mYSTNiaPGcOa006jJr7vpKaoiDWnn85HY8ZkuWaOc2CwadMmfvazn1FSUsKqVavYsGHDfg8SPpNw0kZVu3bUtGhB3q5d1BYWkrdrFzUlJVQZHlsdx0kvI0aMoEePHvzlL3+hTZs2zJw5k+HDh+/XOX0m4aSVwvXrWTV6NB/fcw+rRo+mUNkh6zhO5ujVqxe/+MUvqKioYOPGjaysF4o3Kjk7kxCRJMt+FGWBxf662rDIRDwIq3wt3WoDLa9VL00NYrks0ZQb1dXVTP3pT3d/X3fDDYnMKdXXUiFpnXzTpk1q3ihKKE05YrWNpiLS2ta6Bs1VRpTYE5ayT4ssZ7WNpl6zFDha3g0bkuOFaX0G9HgQVl4NS+mmPTtWxDvtXkZ5/qPEqUk12iREe1dofSGVaHNFRUVcc801dOjQgfz8fJpv2MBJd93FG9dfz/bS0mjvtpRzOo7jOI2KM888k9NOO42jn3uOjp98wtGfw21Hzs4kHMdxnP3jiq9/nWZ1Zj+Hvvkmh775JtXNmvH3P/0ppXP4TMJxHKeJ8sT//i+fDhtGdXz5sLqwkE+HDeORm29O+Rw+SDiO4zRRtpeVUdW8OflVVVQXFJBfVUVVcTHbDTf1Gjm73BRCSDKuWHEQ9tcYZRmYNMOiVZa21d5yj6AZCzUDsbVVX6uDZczSDG2WMVorz3KPoBkmrdgTmqFOa1vNMAqo/qAsH1Fa21jtqBk8revV+ohmiI3ilmPu3Llq3oMPPjgpzWob7b5bcSo0o7oVp0LLq7n1sI7XxAKWCw/NOKu5JgG9fbt166bm1cQCVn21+6u1rXV8FPGMdl7r+CixJ6y+V7x5M7NOPJE5J55I37feomTTJvN9oZGzg4TjOI6z/7z2zW/u/vz+ZZfFPkRw6Z+R5SYR6V/nc4GI/I+IjBWRX4uIrldzHMdxco5M2STuq/P5N8BBwK1AMfBX6yARuU5EJorIRGu66TiO4zQcmVpuqrvAdzIwJIRQJSLjgKnWQSGEu4C7AHr06JH6opnjOI6TETI1SJSKyGhiM5WiEEIVQAghiIi//B3HcRoJmRokxgGj4p/Hi0hFCGGViHQEUgrAWltbm6SwsFQ5mrXfsvRbrhCsOtTHUgWkGrQEdNWTljeKmiuKWsFS8KxYsSLlOmjql/WGnyZN2aOprix3EppSxlL7FBcXJ6VFCf5kuY7QrjeKokWrg+UuROujVr00lZcVOElzWWL1Ue16tXpZbatdm9Xvori00JahLVcZmnrNckOi5dXeN9bzECW2exSXGFEClEV5B1jKS42MDBIhhCvrp4nIAyGEy4ktPzmO4ziNgIwMEiIyVkkeKSJlACGEUcrfHcdxnBwjU8tN3YAZwD1AIGbIHkJM4eQ4juM0EjIlgR0ETAJ+DGwKIbwJbA8hvBVCeCtDZTqO4zhpJlM2iVrgdhH5Z/z/VVHLqqmpSTLKWUYjzahnGdSioG3B399QgFHOYRnvouTVDIiWkU0zLFqGfi3dMsRWVFQkpWltYB2vpVtxG6LEz9DaIYohNoqhcOnSpUlpmkEf9PgZlqsNDeueafW1DLla22jntVxEaHktY6lWL+s+aHktEUNbJSKiZfTt3LlzSnmtZ1fLa5WlPavpcMGjva8ssUDWDdcJQghLgYtE5GxAd7bjOI7j5CwN4rsphPA88HxDlOU4juOkD3cV7jiO45j4IOE4juOY+CDhOI7jmORsPIna2tokNwKWawJt+7zmngF0VwpRttRbQUc01YOVV0vX6mApRzSVl6VS0ZQymuoDYNmyZUlpmisH0NvcUhxpCo3mzZsnpWmBjKw6WCoTTeliuanQyuvYsWPKdbDaRkO7P1YQHk0ZZLks0dxJWPXS2sxSQmn9MYraR1NurV2re+TRlDaWklEjisLKqm/79u2T0rQ+bh2vlWW5bdHUTdY1RFFTau1oqZusZ1XDZxKO4ziOiQ8SjuM4jokPEo7jOI6JDxKO4ziOSc4arkMISUYXzXd+Im99LKORZsSMstXeMqhpRiNr+7x2Ds2QpBl3Qb82yyionddy4bF69eqUz6vVTTOiAsyfPz8prXv37klpGzduVI+P4m5Ac59hxSHRjPqW2EAz5Gr3N4orFUtsoGEZGqO4v9CM31EMptr1RjHeW8+vFiPCqpfW76xnMkr7aiIGrSzL0L+/MV6ixDyx+oLWjlZe6/nR8JmE4ziOY5KzM4mmzJFvvcWhH3xA2xUrmDtwIK995SsAtFu9mlFjxtAmHuFtTffuvHXBBaw3ZJmO4ziZxgeJLLCttJQJp59O99mzaVZnaWBLq1aMueQSNpWVISFw7JQpnHn//Tz8gx9ksbaO4xzI+CCRBeYPGABAhyVLaFlnkNhZXMzOxCbA2lpCXh6lhk3AcRynIfBBIgf5r5tvpnDXLiQE3j/zzGxXx3GcA5icHiTqKxzWrFmj5tOs+payQdt+bykpNMWBpQrQFEeWsiBRXp4IeXl5SeXf8uMfU7BrF8PnzmVLeXmSekNTAVlto7WD1TaaWw6tbUFXgxx22GFqXk0Bo6k2LJWZ5mIliisV63o19YnlGkRTPWlpViAhrb6WmxmtL1n1iqLs05Q51v3V8mr1te6D5h7Fyqtdm/VMas+fdb2a25Ply5ereT/55JOkNO1eWsox7dosVZ3W963zan3M6gtaunVe675ruLopR6kqLGTG8cdz8gMPUGx0CsdxnEyTkUFCREpF5DciMltE1ovIOhGZFU8ry0SZTREJgWa7dtHC2D/gOI6TaTI1k3gC2ACMCCGUhxDaAifF056wDhKR60RkoohMtOIdNwWkpob8qiokBKS2Nva5poZen35KxfLlSG0thTt28IUxY9hZUsIGl8A6jpMlMmWT6BlC+G3dhBDCSuC3InK1dVAI4S7gLoCKiorUtys2Mgb9+98Mfv6zaK6HfPgh4046iTUdOnD688/TevNmqpo1Y22vXjz3zW9SY+wCdhzHyTSZGiQWicj3gftDCKsARKQCuBJYksoJRCTJeGUZYTQjWxQ3BpYrhoqKipSOh2hGrglnn82Es8/eIy1h6JvTv//utNatW8c+1DPoro9vtqvLunXr1LKixLnQDOJWO2p1WLBggZpXEwBobWO5IYni+kEzFlqGPq1trBmsVt/y8vKkNMsYrRnfrf4RxZ2E1raWe5Mo59WMwVGMnZqB2RJ9aPfHMvpq98y6Lq19O3TokHId5s2bl/LxWh2s+6u5BrKeMy2v9uxBNKN+pL6Qcs5ofAloC7wlIhtEZD3wJlAOXJyhMh3HcZw0k5GZRAhhA/CD+D9E5HhgKDA9hKAPg47TSDlu6VK+NHs27bZvZ0tJCfeNGMGnnTplu1qOkxYyMkiIyIchhKHxz9cC3wSeAX4qIgNDCL/JRLmO09ActXo1X5kxg1uHDOGTNm042AiV6jiNlUzZJOouel8PnBZCWCMitwDjAR8knCbBJbNn80TfvsyN2yc2GjYJx2msZGqQyBORNsRsHhJCWAMQQtgmIrrl11FZuHAhnTp1Mg15TvbIC4E+GzYwoWNH/vzKKxTU1DC9d2/GHHMMVcaOYcdpbGSqJ5cCkwABgoh0CiGsEJGW8bR9oqmbLLSAH5ZaQMNSXWjb+qPs37CUUNoWfi1wytatW3n33Xdp3rw5p59++u50LRCQpXjQVDVWICGtHSxXClGCoaSa11IGaemWC48oebV+Y12v5v6iePNmCkLgmKVL+a+hQ6nJy+Onkydz4ttv83A9FyWaosyql6aKsfJGCWyjqccspZv2o0Tr+5ZKRlNdaUod0F1wWPdBq6/1A0rLawX30Z7VxYsXJ6VZAY40BZ6VV+t3WkAogNLS0qQ061nXrs1SN1nKK42MqJtCCD1DCL1DCL3i/6+I/6kWGJ2JMpsqJ554Ih988IEp43Syx674Qzm2Rw82NG/O5sJCxvbpwyAlwp/jNFYa1HdTCKEyhKCL6R2VsrIyBg4cyBtvvJHtqjj12FpQwJrmzQl1ZkpNdgeoc8DiDv4aASNGjGDKlCmqZ00nu7zSpQujFi2idOdOWlZVMWrePCYqmzAdp7Hig0QjoGXLlgwfPpxXX30ViK3XRtmF7GSORw86iLmlpdw9bhx/HTeO+aWl/POQQ7JdLcdJGzkrwQghJBmTLKOTZlCzXBNoWMadRYsWJaVZxijNgGgZozQDnmZkW11nbbtfv37cd999zJo1ixkzZrBq1SqOPvro3X+3DIia0dhqm5KSkqS03a5B6tGlS5ekNM3QD7rxXDOSW4ZrzeXJ5s2b1byawdPqN1HiQWh1S1zvm0ccwZvxtLy8PHopx2t9LB0G1yiGa+2+W/0m1RgeUZ4zy+2KVgfLzYyW1zJya8ZZqx21H13a/bGuVyvLqpd2DZZ4Rjuv5R5Fq6/1brOEEBo+k2gEhBAoKipi0KBBvPfee4iIqpBwHMdJNzk7k3A+Y9KkSSxcuJBTTjmFyZMn06xZs0i/IB3HcT4vPkg0AgYOHEhNTQ2PP/44Bx10EAsWLDCn7o7jOOnEB4lGQF5eHsOGDaNbt278+9//Ztu2baqtwXEcJ93k7CBRVVWVFLQ8SoB3Sy6qGQWtX+VLliSHvrCMjdo5LKOgdR37Or68vJyLLrqIJ598kh07dlC0fj3/b+ZMfnHYYebOWc3wZe227KR4LtXSQDdsWnYSzaCtDXKW4Voznlu7uzWDtmWs1O5lmzZtUq6DVt/61zVu3Di6du1Kt27dkvJaHgW0vmT9KNDupdU22jVYfVRbztTur7Yj2MprPWdaWZYIYuXKlUlpliFXewdYba4JUrRrsAQT2jvIeldo12u9EzRRjmXk1ozRUdrcwg3XjYzCwkKOPvpohg0bxlcWLqT/pk1cvnBhtqvlGJSUlHDnnXdGCvLiOLlEzs4kHJsXx42jqM6vnPNXrOD8FSvYKcIpxx6bxZo59Rk8eDCTJk3iiSee4PLLL892dRwnMj6TaIRcOmwYr3TowI74FHVHXh4vt2/PxUOGZLlmjsZXvvIVpk+fzrRp07JdFceJjA8SjZD1RUVU5udTWFvLzrw8Cmtr2Zafz3pjo5+TXUpKSrj66qu57777IsWJdpxcwAeJRkqbqirGdu7MNwcOZGznzpQbuzud3ODQQw9lyJAhPPjgg7uNhlHc2TtOtshZm0RNTU3SFnjLJYamXrHyam4Xovy6s7baz549OymtPB6trD6aEVNTJmgKIohdwy3Dh+/+/o9Ondi6dSuavkmrr6Wk0FxtHHTQQWreKLEYNFVNFAmvptCw3Ge0a9cuKc1ScmhKF6vNNSVTFDcIeXl5XHfdddx0003MnDmTE088kauvvpo77rjDjLOQCqnGXIFobZ5qTAtLOaa5eLHUPlqbWdel9bHVhmv2KIojrTxNMWgN7NrzYLm+iOISQ8OKU6PdM6s/RvHY4DMJx2kgioqK+M53vsM999zDunXraN26NStWrNj3gY6TRTIySIjIGXU+l4rI30Vkmog8IiLuR9k5IJkwYQIdOnTg7LPP5o9//COdOnXyQcLJeTI1k/h1nc+3AiuAc4EJwN+sg0TkOhGZKCITo4TXc5zGwJw5c/jGN75Bfn4+W7ZsobKy0gcJJ+dpCJvE4BDCgPjn20XkCitjCOEu4C6AsrIy92DnNCkuu+wyTjrpJO6//37Wr1/PwoUL3QeXk/NkapDoICI3AQK0FhEJn1kPU5q9hBCSDDzaFnXQDUxWHATN8GQZrjXjt/VQa37mrbya8U3zZ9+zZ0/1eM11hDXz0gxXltFXMzZaeTWDpWUYtVyG1Mcy6GmGZ8s1QZTytWuw2lGrg2ZA3JehsGXLlnzzm99kzpw5/PWvf2XWrFlULV7MsXfcwbvf+hY7ysoiGTa1OljXoKVbz5RWB63No9xzy2islWUZ89u2bZuUZhm5tbax+o3W9zWsnfNauuVmRku3DOKWkVpDu7+WgCcKmRok7gYSb5f7gXbAGhHpCEzJUJmO02jo27cvf/jDH9i6dStH/POftJ8zhyOeeoqJV1+d7ao5zh5kZJAIIfy87ncROU5EvgJ8HEJw3wSOA3zpyivJrzOrPPjVVzn41VepLijgsX/8I4s1cxqaZjU1fH36dI5au5aWu3axskULHujXjw+VmVNDkyl104d1Pl8L/InYzOKnIvLDTJTpOI2Nsf/3fyz8wheoji8JVBcWsuDYY3nmttuyXDOnockPgbXFxfzoC1/gP848k4f69eP7kybRIQc2XGZK3VR3QfJ64NT47OI04MsZKtNxGhU72rShqriY/KoqqgsKYv8XF7PDcJPtNF12NmvGo337srqkhCDCxIoKVpeUcLDhmrwhyZRNIk9E2hAbhCSEsAYghLBNRFK3xDhOE6f55s18cvLJzDv5ZPq89hrFmzZlu0pODlC2cyedt21j0X7sxk8XmRokSoFJxNRNQUQ6hRBWiEjLeNo+ycvLS1IHWcqEKNvvNTVHOrbPa4olK0BJqmVZbi40RYmlYtDaxlKOpKpCAl31FMXtgoZ1f7V0S2WiqUQsFwSa+sxyM6Gdw8qrod2z2tpaHrvoot3fPz7tNAB2KvFBrLJSbVvrHJa6STtvlOdBUxxZ90FLjxIcyFIyrl27NinNugat72/ZsiUpzboPUVREmgqp7nnza2v57uTJvNG9O4tLSqBe+0S551abRzlHpgzXPY0/1QKjM1Gm40Sl7erVnPbss1QsW8b2Fi1446yzmNe/f7ar5RzASAh8e9IkqvPyuLt/f4gg9c4UDeq7KYRQGUJY0JBlOo5GXm0tX3zgAT7t148//OQnvHjBBZzz+OO0WbMm21VzDlRC4JuTJ1O2cye/GzqUmgi/9jNJbtTCcRqYdmvX0nLLFiYcdxwhL49FffqwrEcPDvvoo2xXzTlA+drUqXTdsoVfH3MMuyIsZWaanHUV7jjZoP3KldmugnMA0r6yktMXLmRXXh7/+Pe/d6f/8bDDeKNz5yzWLMcHifrGvijGO8uwqbngsNwYaIZNyxCkGcSsOmj11QybmqsP0I2N1vZ9rb6lpaVqXs1dgOV2QTNSW24IUvW1bxkVtWuz6qWVpbk8WdS8OVtLSjjqlVd4d8gQei9aRLf581nQsyebFIWRJiLQjOSWewetbaz+odXX6neaCMESEGj93Or72rOmXVsUY7T1/Gr314oBovV9S4ihCR4sQ712fzXjeZRn2nomtb67sqiIUeeeq56j/pmjtLl1f6OIVHJ6kHCcTFGbn89DX/wi5778Mie+/z5LO3Vi+qGHUhshiI/jHAg06Sfi3EWLOGXZMnpt2cKbnTpxmytXnDqs7NCBuy+7bPf36x94gCneRxxnD5r0ILGuqIjH+vRh0Nq1FO5nyECn6dFx9WrWlpcjITDso49otXUrH/kg4Th70KQHifc6dgTg4E2baOeDhFOPAR9/zJCpU8mrqWFht27845JLqPHlJsfZA38inAOWF0eO5MWRI/dIc024k6usX7+ekpKStMSIiELODhIhhCRrvaV+0ZQJddUGIgIiiIiqQrAUAJZbjFSx3Eyk6t7AyqfV11I8aFgKHE3NZamINPVJFDcVWttaZUVBU6RY90FTulmqGq1ua5SNd127dk35eEv9ovVRTXEFuhLKQlM9RXFDoh1vvbC0a4hSlvXsaa4yrHvWpUuXpLR169apeVevXp2UVqY4WrTUUVEiDEZxHVO3fTdt2sTcuXMZNmyY2p+iuNqI8qz5DyfHcZxGQPfu3QFYqPj2yiQ+SDiO4zQCRIQjjjiCefPmqTOqTNGkB4m82loKamrIC4H8ECioqSHfmJo6juPkOiUlJfTt25epU6dGWmLeH3LWJpEO/mPePL786ae7v49cvpx7u3fnvp49s1cpp1ERQkiLrcRx0kXXrl1ZvXo1n376KYccckjGy8vpQaK+Yc8aOTVDbgiBe7p25Z56hsTq6uok/+wWmpHLcmmhbXO3DM+asTGK0SlVtx7pwDI2aunW/Um1blF+GVl5NSOmZQTVDIj1015++WWGDx9ORUVFUl7NIG4ZkrXYIlpMDtCNs1b/2LBhQ1Ka1TZa3AVLxKDdX61trbgPWn2ta9DqaxmYNeO59ZyVl5cnpS1btkzN2759+6Q0LR6F1ZejPH9aXusatLwhBA477DDee+892rVrR1lZGRMmTGDAgAFJ98NyvxHpfZNyTsc5AOnduzcTJkxosKm946RCUVERhx56KNOnT6e6uppdu3apP3rSQUYGCREpFZHfiMhsEVkvIutEZFY8rSwTZTpOJujTpw/NmjXj448/znZVHGc3O3bsoKKigrKyMubOnUtJSUnjGiSAJ4ANwIgQQnkIoS1wUjztCesgEblORCaKyERr74LjNCQiwuDBg5k9e7a5BOI4Dc2sWbMYP348FRUVrFmzBhEx93DsL5kaJHqGEH4bQtjtnD+EsDKE8Fugh3VQCOGuEMLgEMLght5V6DgWJSUlDB48mHfeeSdSnGfHyRQDBgygZ8+ezJ49m6KiItauXatuDk0HmRokFonI90Vkt7VPRCpE5AfAkgyVGZmamhqWL19u7th0nAS9evWirKyMyZMnA7HpvmbYdJyGQETo1KkTxx13HB07dqS2tpZ169ZRvnMnv58wgTZpjI2dKXXTl4AfAm/FB4oArALGAhencoLa2tok9Yj1Mtd+3VnLVfVnKCvjkcg0dYOmXoniqsNSuqQaZMVSjmiKFOsXrqZSsQKnaGuaUYIZWW2u5dWmxtb91WaVVmAd7f5Ys1JNOWLdMxFh2LBh/Otf/6Jr166ICHPnzk1yw6GpmEBvc0s5tnz58qS0gw8+WM2rDVRWv9H6iHW9bdq0SUrT2jGKOwqrL2n9xlra09Q6UVzHWGourR2081rPjpbXahutj0YJDlT/eercuTPl5eVs2bKF/5g3jyM2bODSefP406GHRnKbYpGpmcQhwK9DCP2ALsCfgHnxv+XMfD0vL49+/fqxePFi07+P4yRo3rw5w4cP591336V58+aR/CY5TiZ544MPmP7xx4xaupQ8YNTSpbz8yis8/NRT+33uTA0S/wAST9D/Aa2A3wCVwL0ZKvNz0bJlSzp27Mj8+fN92ckxqays5O2336ZFixZ07tyZjz/+mOrq6v12Auk46eDLxxzDax07siM+Q9iRl8drHTvyzbPO2u9zZ2qQyAshJOaWg0MI3wkhvBNC+DnQO0Nlfm46d+5MbW0tq1atynZVnByluLiYdu3a8corr1BbW8uKFSsoKirKmLHQcaKwvqiIyvx8Cmtr2ZmXR2FtLduaNWNjhOVAi0wNEh+LyFXxz1NFZDCAiBwC5NxPLxGhT58+LFu2bI+1cp9ZOAlEhEMPPZTzzz+f5s2bU1VVRWVlpbrj2XGyQZtdu3iua1e+PXQoz3XtSnmaltAzZbi+FviDiPwPsBZ4X0SWEFM2XZvqSeob2qypfaqGYNCNqCJCcXExXbt2Zd68eRx++OGsX7+etWvX0q5duz3yWkZBzZBq/cpM1WhkbanXjGSWTaW4uDgpzWpHzeiqHQ+6oc1yM5FqnIkWLVqkfLzVNpphUhMlgN5vrPMmrrekpITjjz+eAQMG8OKLL8ZUJsA3xo3jzyeeyBbDMKrdH0sdpbnlsAybvXsnT8xnzJih5tXoGI/eWB/NcK3dB8torOXV4m+AbjSO4tLGMiZrhmPtukB/X2hCDut50PJaz3kUlyVav7HeQb8ePHj357/Gr7PUyBvlB3BGBokQwibgShFpDfSKl7M0hJDT6zkVFRVs2LCB5cuX07JlSzdmOyatWrXi7LPPBuC88eM5ZPVqzps6lYe+8IUs18xx0ktGHfyFEDYDUzNZRrpI+D/p06cP06dPp7i42I2Szl65++GHKazzi/fkuXM5ee5cduXnc/1XvpLFmjlO+nAHf3F27drFrFmzWLRoEZ07d2bx4sVUV1e7XcIx+a/Ro3mvVy92xpdWdubn816vXnzvi1/Mcs0cJ334IBGnpKSEAQMGUFxczLJly5B4TGyfTTgWm0pK2FFQQEFNDbvy8ymoqWF7YSGbDbuE4zRGfJCoQ35+Pl27dqV///60bNmSEALbt2+nfXU1Dy9dSjtjx6hz4NJ6xw5e79uXX5x5Jq/37UtphpysOU62yNmgQyGEJCWSta1fS7cUAFre+ml5eXn07NmTsrIyioqK+PaKFQzesYP/3LyZXxi/EjXVlBbkBWD16tVJaZoSw1IFaUoXa8ajqX0spYymHLHcI2zatCkprUOHDmpeTbmhLeP1NCIGavfMcsuh3XdryVBLtxRpWvD5hQsXcseIEbu/PzhsGC1atEDTv2jXYAXA0YLlLF68WM07dOjQpLT6rkISaEokLZgSQNu2bZPSNMWRpQbT+qO1Q13rS9b91c5hucjWVE/WeTU3MS1btkwpH0S73ijvqygBxqK8Q6IEScrZQSIX+HjePIrqvEi+tH49X1q/nh0iDDr00CzWzHEcp2Hw5aa9cFa/fjxfVsb2+Ki7XYR/tW7N6YazNcdxnKaGDxJ7YW1BAdvy8igKgR0iFIXA1vx81hpTQ8dxnKaGv+32QXl1NU+0bcuY8nK+uH497TxinuM4BxCSq/sARGQNsCj+tR0x9x4NQVMtq6HL87IaV1kNXZ6XlXvl9QghJPmwydlBoi4iMjGEMHjfOb2sXCnPy2pcZTV0eV5W4ynPbRKO4ziOiQ8SjuM4jkljGSTu8rIaXXleVuMqq6HL87IaSXmNwibhOI7jZIfGMpNwHMdxsoAPEo7jOI6JDxKO4ziOSU7uuBaRfsB5QJd40jJgbAhhVobLPQ4YCnwcQng5k2U5juM0BnJuJiEiPwAeAwT4MP5PgEdF5IdpLuvDOp+/CvwJaAX8NN1lNWVEpFREfiMis0VkvYisE5FZ8bSyNJd1Rr1y/y4i00TkERHR/V5//rKaicj1IvJivIxpIvJvEfmaiOg+sj9/Wf3rfC4Qkf8RkbEi8msRSWsUo6Z6XfEymmpfbLDrSio719RNIjIXODyEUFUvvRCYEUJImwtWEZkcQjg6/nkCcFYIYY2ItADGhxCOTGNZpcB/A+cDHYAArAaeBX4TQtiYrrLi5Z0RQnixTtm3AUOAj4HvhBBWpbGsl4DXgftDCCvjaR2BK4CTQwinpbGsj0IIA+Of7wFWAncDFwAnhhDOT2NZjwIbgfuBpfHkrsSuqzyE8KU0llX3um4F2gL3EusvbUMIl6exrCZ5XfEymmpfbLDrSiKEkFP/gNnEfIjUT+8BzElzWVOBNsQ67sR6f5uc5rJeAn4AdKyT1jGe9nIG2vGjOp/vAX4Vb8PvAM+kuSzzvmTgntW9rin1/jYlzWXN/Tx/+5xlTa57HUBB/LMA0/y6Ui6vqfbFBruu+v9y0Sbxn8BrIvIJsCSe1h04CLghzWWVApOIddggIp1CCCtEpGU8LZ30DCH8tm5CiP0i+K2IXJ3msuozOIQwIP75dhG5Is3nXyQi3yf2K2cVQHy6fSWf3cN00UFEbiJ2f1qLiIT4k0L6l0/Xi8hFwJgQQi2AiOQBFwEb0lxWqYhcQOy6ikJ8Jh1CCCKS7ul+Q1/XaGL3JtPXBU23Lzbkde1Bzg0SIYQXReQQYgbkuobrCSGE5PiJ+1dWT+NPtcDodJZFw9/khuzAXwJ+CLwVv6YArALGAhenuay7idmNILZc0g5YE596T0lzWZcAvwXuFJGN8bQy4I3439LJW8C58c/jRaQihLAqfl3p9iqauK4/i8gGYn2klMxc1zhgVPxzpq8Lmm5fbMjr2oOcs0k0VUSkDbGbfB4xmwR8dpN/E0JI6y84EflpvaQ/h5i9pSPwu5D+teB+xNa1x4cQttZJ320bSXNZXYAPGqCsYcQeyHlAP2A4MDOE8EI6y6lTVm0IYYKIHAacAczORFl1ykwEs/5DCOGyTJVTr8wH0t3/9lLW8cR+cE4PGVYsSgbVkfG+MTuEsClu8P8hMBCYAfw6hJAcKDxdZfsgkX1E5KoQwr2NtTwR+RbwTWAWMAD4dgjh2fjfdhv30lTWjcSWHRuirJ8CZxKbcb9C7AXwJnAq8FII4eZGWtZYJXkkMcMoIYRRyt9zvqx4eR+GEIbGP19LrF8+A5wG/CuE8JsMlnUD8HSGypoBHBVCqBaRu4BtwBjg5Hj6BekqK4lMGjz8X8pGqcWNuTxgOtAy/rknMJHYyxvSLwBo6LLygRJgM9A6nl5M+o3JDVnWR8BDwAjgxPj/K+KfT0xzWZMbqqz6fQCYALSPf25BbDbRWMuaVff+1fvblHS3Y91/OWeTaKqIyDTrT0BaNdVZKC8vxJd9QggLRWQE8KSI9CD9AoCGLKs6xOxglSIyL4SwOV7udhGpbcRlDQa+DfwY+F4IYYqIbA8hvJXmcgAGNWBZAHnxpd08YislawBCCNtEpLoRl/VxnRWAqSIyOIQwMW6/rdrXwfuDDxINRwVwOsnqEQHea+TlrRKRASGEKQAhhK0icg7wDyBte02yUNYuESkJIVQSe9kBu/edpPvF3WBlhZii6XYR+Wf8/1Vk6F3QkGXFaUjFYkOWdS3wBxH5H2IG//dFZAkx0cu1aS5rD3yQaDieI7ZMMqX+H0TkzUZe3uXAHr+cQgjVwOUi8rdGXNYJIYSd8TLqvqgLiG1iaqxlES9nKXCRiJxNbIkrYzRUWaEBFYsNXNYm4EoRaQ30IvbuXhrSuCnWwg3XjuM4jknO+W5yHMdxcgcfJBzHcRwTHyQcx3EcEx8kHMdxHBMfJBwnDYjIEInFEmguIi1EZIaIHJHtejnO/uLqJsdJEyLyK6A5sV3SS0MI/5vlKjnOfuODhOOkCYkFxpoA7AC+ENLstdhxsoEvNzlO+mgLtCTmPrp5luviOGnBZxKOkybiHk8fI7YjtlMIId1BshynwXG3HI6TBkTkcqAqhPCIiOQD74nIyBDC69mum+PsDz6TcBzHcUzcJuE4juOY+CDhOI7jmPgg4TiO45j4IOE4juOY+CDhOI7jmPgg4TiO45j4IOE4juOY+CDhOI7jmPx/MkavEKl4MygAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Define our constrained region: \n", + "xmin = 20\n", + "xmax = 40\n", + "ymin = 10\n", + "ymax = 40\n", + "\n", + "# Plot the constrained region and the unconstrained sensors where 1 is the first sensor chosen.\n", + "image = X[4,:].reshape(1,-1)\n", + "\n", + "plot_gallery('unconstrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", + "plt.plot([xmin,xmin],[ymin,ymax],'-.r')\n", + "plt.plot([xmin,xmax],[ymax,ymax],'-.r')\n", + "plt.plot([xmax,xmax],[ymin,ymax],'-.r')\n", + "plt.plot([xmin,xmax],[ymin,ymin],'-.r')\n", + "plt.plot(xTopUnc, yTopUnc,'*r')\n", + "plt.xlabel('x')\n", + "plt.ylabel('y')\n", + "plt.xticks(np.arange(0,64,5),rotation=90)\n", + "plt.yticks(np.arange(0,64,5),rotation=90)\n", + "for ind,i in enumerate(range(len(xTopUnc))):\n", + " plt.annotate(f\"{str(ind)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", + " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "# Find the constrained sensor indices through the utils function\n", + "sensors_constrained = ps.utils._constraints.get_constrained_sensors_indices(xmin,xmax,ymin,ymax,image_shape[0],image_shape[1],all_sensors) #Constrained column indices " + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "There are three sensors placed by QR which lie within the constrained region, however only (n_const_sensors = 2) are allowed in that region. \n", + "\n", + "Two strategies have been developed to deal with this case: \n", + "\n", + "- exact_n : Number of sensors in the constrained region should be exactly equal to s. \n", + "- max_n : Number of sensors in the constrained region should be less than or equal to s. " + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The exact_n case: " + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# Define the number of constrained sensors allowed (s)\n", + "n_const_sensors = 2\n", + "\n", + "# Define the GQR optimizer for the exact_n sensor placement strategy\n", + "optimizer_exact = ps.optimizers.GQR()\n", + "opt_exact_kws={'idx_constrained':sensors_constrained,\n", + " 'n_sensors':n_sensors,\n", + " 'n_const_sensors':n_const_sensors,\n", + " 'all_sensors':all_sensors,\n", + " 'constraint_option':\"exact_n\"}\n", + "basis_exact = ps.basis.SVD(n_basis_modes=n_sensors)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The list of sensors selected is: [2204 4038 3965 320 253 594 3618 878 2331 3999 429 2772 2878 3469\n", + " 211]\n" + ] + } + ], + "source": [ + "# Initialize and fit the model\n", + "model_exact = ps.SSPOR(basis = basis_exact, optimizer = optimizer_exact, n_sensors = n_sensors)\n", + "model_exact.fit(X_train,**opt_exact_kws)\n", + "\n", + "# sensor locations based on columns of the data matrix\n", + "top_sensors_exact = model_exact.get_selected_sensors()\n", + "\n", + "# sensor locations based on pixels of the image\n", + "xTopConst = np.mod(top_sensors_exact,np.sqrt(n_features))\n", + "yTopConst = np.floor(top_sensors_exact/np.sqrt(n_features))\n", + "\n", + "print('The list of sensors selected is: {}'.format(top_sensors_exact))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Display the unconstrained and constrained (GQR exact_n) sensor locations on the grid " + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "img = np.zeros(n_features)\n", + "img[top_sensors] = 16\n", + "plt.figure(figsize=(5,5))\n", + "plt.plot(xTopConst,yTopConst,'*r')\n", + "plt.plot([xmin,xmin],[ymin,ymax],'r')\n", + "plt.plot([xmin,xmax],[ymax,ymax],'r')\n", + "plt.plot([xmax,xmax],[ymin,ymax],'r')\n", + "plt.plot([xmin,xmax],[ymin,ymin],'r')\n", + "plt.ylim([64,0])\n", + "plt.title('n_sensors = {}, n_const_sensors = {}'.format(n_sensors,n_const_sensors))\n", + "for ind,i in enumerate(range(len(xTopConst))):\n", + " plt.annotate(f\"{str(ind)}\",(xTopConst[i],yTopConst[i]),xycoords='data',\n", + " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", + "plt.grid()\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(5,5))\n", + "plt.plot(xTopUnc, yTopUnc,'*r')\n", + "plt.plot([xmin,xmin],[ymin,ymax],'r')\n", + "plt.plot([xmin,xmax],[ymax,ymax],'r')\n", + "plt.plot([xmax,xmax],[ymin,ymax],'r')\n", + "plt.plot([xmin,xmax],[ymin,ymin],'r')\n", + "plt.title('Unconstrained')\n", + "plt.xlabel('x')\n", + "plt.ylabel('y')\n", + "plt.ylim([64,0])\n", + "for ind,i in enumerate(range(len(xTopUnc))):\n", + " plt.annotate(f\"{str(ind)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", + " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", + "plt.grid()\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Compare unconstrained vs. constrained (exact_n) sensor indices and pixel coordinates " + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " Sensor ID UncX UncY Sensor ID XConst YConst\n", + "0 2204 28 34 2204 28 34\n", + "1 4038 6 63 4038 6 63\n", + "2 3965 61 61 3965 61 61\n", + "3 320 0 5 320 0 5\n", + "4 253 61 3 253 61 3\n", + "5 594 18 9 594 18 9\n", + "6 3618 34 56 3618 34 56\n", + "7 878 46 13 878 46 13\n", + "8 2331 27 36 2331 27 36\n", + "9 3999 31 62 3999 31 62\n", + "10 429 45 6 429 45 6\n", + "11 2772 20 43 2772 20 43\n", + "12 2878 62 44 2878 62 44\n", + "13 3469 13 54 3469 13 54\n", + "14 1243 27 19 211 27 19" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "yConstrained = np.floor(top_sensors/np.sqrt(n_features))\n", + "xConstrained = np.mod(top_sensors,np.sqrt(n_features))\n", + "\n", + "columns = ['Sensor ID','UncX','UncY','Sensor ID','XConst','YConst']\n", + "ConstrainedSensors_df = pd.DataFrame(data = np.vstack([top_sensors,xTopUnc,yTopUnc,top_sensors_exact,xConstrained,yConstrained]).T,columns=columns,dtype=int)\n", + "ConstrainedSensors_df.head(n_sensors)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot sensor locations (pixels) on the image for unconstrained vs. constrained (exact_n)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_gallery('unconstrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", + "yUnconstrained = np.floor(top_sensors/np.sqrt(n_features))\n", + "xUnconstrained = np.mod(top_sensors,np.sqrt(n_features))\n", + "plt.plot([xmin,xmin],[ymin,ymax],'-.r')\n", + "plt.plot([xmin,xmax],[ymax,ymax],'-.r')\n", + "plt.plot([xmax,xmax],[ymin,ymax],'-.r')\n", + "plt.plot([xmin,xmax],[ymin,ymin],'-.r')\n", + "plt.plot(xTopUnc, yTopUnc,'*r')\n", + "for i in (range(len(xTopUnc))):\n", + " plt.annotate(f\"{str(i)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", + " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", + "\n", + "\n", + "plot_gallery('Constrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", + "plt.plot([xmin,xmin],[ymin,ymax],'-r')\n", + "plt.plot([xmin,xmax],[ymax,ymax],'-r')\n", + "plt.plot([xmax,xmax],[ymin,ymax],'-r')\n", + "plt.plot([xmin,xmax],[ymin,ymin],'-r')\n", + "plt.plot(xTopConst, yTopConst,'*r')\n", + "for i in (range(len(xTopConst))):\n", + " plt.annotate(f\"{str(i)}\",(xTopConst[i],yTopConst[i]),xycoords='data',\n", + " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Reconstruct image from test set using sensors placed via constrained (exact_n) optimizer" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "n_faces = 3\n", + "n_rows = n_faces + 1\n", + "n_cases = 1\n", + "fig, axs = plt.subplots(n_rows, 2, figsize=(12, 3 * n_rows))\n", + "\n", + "for k in range(n_cases): \n", + " # Get average reconstruction error across test set\n", + " test_error = model_exact.reconstruction_error(X_test, sensor_range=[n_sensors])\n", + " \n", + " # Plot sensor locations\n", + "\n", + " axs[0, k].plot()\n", + " axs[0, k].set(title=f\"constrained (MSE: {test_error[0]:.2f})\")\n", + " axs[0, k].plot(xTopConst,yTopConst,'*r')\n", + " axs[0, k].plot([xmin,xmin],[ymin,ymax],'r')\n", + " axs[0, k].plot([xmin,xmax],[ymax,ymax],'r')\n", + " axs[0, k].plot([xmax,xmax],[ymin,ymax],'r')\n", + " axs[0, k].plot([xmin,xmax],[ymin,ymin],'r')\n", + "\n", + " # Plot reconstructed faces\n", + " for j in range(n_faces):\n", + " idx = 10 * j\n", + " img = model_exact.predict(X_test[idx, top_sensors_exact])\n", + " vmax = max(img.max(), img.min())\n", + " axs[j + 1, k].imshow(\n", + " img.reshape(image_shape),\n", + " cmap=plt.cm.binary,\n", + " vmin=-vmax,\n", + " vmax=vmax\n", + " )\n", + " yConstrained = np.floor(top_sensors_exact/np.sqrt(n_features))\n", + " xConstrained = np.mod(top_sensors_exact,np.sqrt(n_features))\n", + " axs[j + 1, k].plot([xmin,xmin],[ymin,ymax],'-.m')\n", + " axs[j + 1, k].plot([xmin,xmax],[ymax,ymax],'-.m')\n", + " axs[j + 1, k].plot([xmax,xmax],[ymin,ymax],'-.m')\n", + " axs[j + 1, k].plot([xmin,xmax],[ymin,ymin],'-.m')\n", + " axs[j + 1, k].plot(xConstrained, yConstrained,'*r')\n", + "\n", + " error = model_exact.reconstruction_error(X_test[idx], sensor_range=[n_sensors])[0]\n", + " axs[j + 1, k].set(title=f\"MSE: {error:.2f}\")\n", + " \n", + " # Plot target image\n", + " true_img = X_test[idx]\n", + " vmax = max(true_img.max(), true_img.min())\n", + " axs[j + 1, k + 1].imshow(\n", + " true_img.reshape(image_shape),\n", + " cmap=plt.cm.binary,\n", + " vmin=-vmax,\n", + " vmax=vmax\n", + " )\n", + " axs[j + 1, k + 1].set(title=\"Original image\")\n", + " \n", + "\n", + "[ax.set(xticks=[], yticks=[]) for ax in axs.flatten()]\n", + "fig.tight_layout()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Compare reconstruction errors on test set for unconstrained vs. constrained exact_n sensor placement:" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The reconstruction error for the unconstrained case is [0.12301832]\n", + "The reconstruction error for the constrained exact_n case is [0.11298989]\n" + ] + } + ], + "source": [ + "test_error_unconstrained = model_unconstrained.reconstruction_error(X_test, sensor_range=[n_sensors])\n", + "test_error_exact = model_exact.reconstruction_error(X_test, sensor_range=[n_sensors])\n", + "print(\"The reconstruction error for the unconstrained case is {}\".format(test_error_unconstrained))\n", + "print(\"The reconstruction error for the constrained exact_n case is {}\".format(test_error_exact))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Observations: \n", + "- Since unconstrained optimization places 3 sensors in the constrained region, the constrained optimization with n_const_sensors = 2 removes one sensor (ID 14) from the region and places it outside. \n", + "\n", + "- The drop in reconstruction error between the unconstrained and constrained optimization is $\\mathcal{O} \\approx 10^{-2}$. \n", + "\n", + "However, now if we want to place exactly 4 sensors in the constrained region, constrained exact_n will force the last sensor (ID 13) to be placed in the constrained region as shown below: \n", + "- Note: As the 14th sensor already lies in the constrained region, the optimizer selects the second last sensor to lie in the constrained region. " + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "# Define the number of constrained sensors allowed (s)\n", + "n_const_sensors_exact = 4\n", + "\n", + "# Define the GQR optimizer for the exact_n sensor placement strategy\n", + "optimizer_exact1 = ps.optimizers.GQR()\n", + "opt_exact_kws1={'idx_constrained':sensors_constrained,\n", + " 'n_sensors':n_sensors,\n", + " 'n_const_sensors':n_const_sensors_exact,\n", + " 'all_sensors':all_sensors,\n", + " 'constraint_option':\"exact_n\"}\n", + "basis_exact1 = ps.basis.SVD(n_basis_modes=n_sensors)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The list of sensors selected is: [2204 4038 3965 320 253 594 3618 2331 878 3999 429 2772 2878 1370\n", + " 1315]\n" + ] + } + ], + "source": [ + "# Initialize and fit the model\n", + "model_exact1 = ps.SSPOR(basis = basis_exact1, optimizer = optimizer_exact1, n_sensors = n_sensors)\n", + "model_exact1.fit(X_train,**opt_exact_kws1)\n", + "\n", + "# sensor locations based on columns of the data matrix\n", + "top_sensors_exact1 = model_exact1.get_selected_sensors()\n", + "\n", + "# sensor locations based on pixels of the image\n", + "xTopConst1 = np.mod(top_sensors_exact1,np.sqrt(n_features))\n", + "yTopConst1 = np.floor(top_sensors_exact1/np.sqrt(n_features))\n", + "\n", + "print('The list of sensors selected is: {}'.format(top_sensors_exact1))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the sensor locations (pixels) on image for unconstrained and constrained exact_n" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_gallery('unconstrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", + "yUnconstrained = np.floor(top_sensors/np.sqrt(n_features))\n", + "xUnconstrained = np.mod(top_sensors,np.sqrt(n_features))\n", + "plt.plot([xmin,xmin],[ymin,ymax],'-.r')\n", + "plt.plot([xmin,xmax],[ymax,ymax],'-.r')\n", + "plt.plot([xmax,xmax],[ymin,ymax],'-.r')\n", + "plt.plot([xmin,xmax],[ymin,ymin],'-.r')\n", + "plt.plot(xTopUnc, yTopUnc,'*r')\n", + "for i in (range(len(xTopUnc))):\n", + " plt.annotate(f\"{str(i)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", + " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", + "\n", + "\n", + "plot_gallery('Constrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", + "plt.plot([xmin,xmin],[ymin,ymax],'-r')\n", + "plt.plot([xmin,xmax],[ymax,ymax],'-r')\n", + "plt.plot([xmax,xmax],[ymin,ymax],'-r')\n", + "plt.plot([xmin,xmax],[ymin,ymin],'-r')\n", + "plt.plot(xTopConst1, yTopConst1,'*r')\n", + "for i in (range(len(xTopConst1))):\n", + " plt.annotate(f\"{str(i)}\",(xTopConst1[i],yTopConst1[i]),xycoords='data',\n", + " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Conclusions:\n", + "\n", + "- The constrained exact_n case can be used to place exactly (n_const_sensors) in the constrained region. \n", + "- In cases where the QR optimizer by itself has more than (n_const_sensors) in the constrained region, exact_n removes the excess and places them in the constrained region. \n", + "- In cases where there are exactly (n_const_sensors) in the constrained region, exact_n results will match the QR optimizer. \n", + "- When there are fewer than (n_const_sensors) sensors in the constrained region, exact_n will force the deficit to be in the constrained region. " + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The max_n case: \n", + "\n", + "#### Max_n employs the same strategy as exact_n when: (results are identical)\n", + "- The QR optimizer (unconstrained) places more than (n_const_sensors) in the constrained region, which violates the desired constraint.\n", + "- The constrained max_n optimizer removes excess sensors from the constrained and places them outside.\n", + "- There are exactly (n_const_sensors) sensors in the constrained region (max_n results will match exact_n which match the QR optimizer)\n", + "\n", + "However, there are three sensors located in the constrained region. If we want to place a maximum of 4 sensors in the constrained region max_n will place just 3 as seen below: " + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "n_const_sensors_max = 4\n", + "# Define the GQR max_n optimizer\n", + "\n", + "optimizer_max = ps.optimizers.GQR()\n", + "opt_max_kws ={'idx_constrained':sensors_constrained,\n", + " 'n_sensors':n_sensors,\n", + " 'n_const_sensors':n_const_sensors_max,\n", + " 'all_sensors':all_sensors,\n", + " 'constraint_option':\"max_n\"}\n", + "basis_max = ps.basis.SVD(n_basis_modes=n_sensors)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The list of sensors selected is: [2204 4038 3965 320 253 594 3618 878 2331 3999 429 2772 2814 3469\n", + " 1243]\n" + ] + } + ], + "source": [ + "# Initialize and fit the model\n", + "model_max = ps.SSPOR(basis = basis_max, optimizer = optimizer_max, n_sensors = n_sensors)\n", + "model_max.fit(X_train,**opt_max_kws)\n", + "\n", + "# sensor locations based on columns of the data matrix\n", + "top_sensors_max = model_max.get_selected_sensors()\n", + "\n", + "# sensor locations based on pixels of the image\n", + "xTopConstMax = np.mod(top_sensors_max,np.sqrt(n_features))\n", + "yTopConstMax = np.floor(top_sensors_max/np.sqrt(n_features))\n", + "\n", + "print('The list of sensors selected is: {}'.format(top_sensors_max))" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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idULJ7/mu2baNCocO+f6GTnl5eb7OGJeVRUROzln/rtPT0+nRowd9+/Yt3WAn8fvfI3iQUVWDNgH1gR8KzWed9HrmmXxOq1attKTS0tJKvE4o+T2ftmunmc2be52iWOH+Pe7evVtr166tCxYsKL1MAfj+e9TgZATStYi6E+qj1btEpDaA+7g7xNs3pkypWbMmL7/8Mj179uTAgQNexylXQl0cPwIKTiLtAXwY4u0bU+b8/ve/5/rrr2fQoEFeRylXgjmU523g/4CLRGSbiPQGUoFOIrIeuMGdN8YU49lnn+Wrr77i448/Bpy+VmtJBlcwj1bfW8RLHYO1TWPCVXx8PG+++Sb33HMPV199NcuWLWPKlCnMLjzywJQqO0PGmDLit7/9Ld26deP++++nVq1arF692utIYc2KozFlwM8//8yHH37IE088wfr161m8eDGbNm0iLy/P62hhy4qjMWXA0aNHSU1NpU2bNvTv35+hQ4eSkJDAtm3bvI4Wtqw4GlMG1KxZk3//+98MHz6cZ555hoSEBH7++WfWrVvndbSwZcXR/HqTJkHr1lCpEvTsGfg9Y8Y4d9b78suQRgsnIsKdd97JqlWr6NevH8eOHWPu3Ll24eIgseJofr06dWDECOjVK/DrGzbAu+86VwQyv1pUVBSDBg1i7969pKSknHjhYlNqrDiaX69LF7j9dqhePfDr/fvD+PEQFRXSWOGuaq1aRFWq5FysOD/feRSBmBivo4UFK44muN5919nd/t3vvE4SfuzCxUFlt0kwwXPgAAwbBnPnep0kPNmFi4PKWo4meEaPhqQkqF/f6yThyy5cHDTWcjTBM28ebNt2/O6Ge/bA3XfDkCHOZH69M7lwsTkrVhzNr5eb60x5ec6UkwMREU5xPHbs+PuuuAKefRZuucW7rMacIdutNr9eSopzhDQ1Fd56y3mekuIcva5V6/hUsSIkJEBcnNeJjSmWtRzNrzd6tDMVZ/PmIAcxpvRYy9EYYwKw4miMMQFYcTTGmACsOBpjTABWHE1I6fHb8hrja1YcTUi9+OKLjBgxwusYxhTLiqMJqTvuuIOXXnrJrmBtfM+KowmpOnXq8D//8z888cQTXkcx5rSsOJqQGzJkCB988AFr1671OooxRbLiaEIuISGBhx9+mJEjR3odxZgiWXE0nvjLX/7CwoULWbp0KVlZWXTu3NnrSMacwIqj8UTlypUZMWIEw4YN49ChQyxZssTrSMacwIqjCbnVq1eTkpJC9+7dycjIYMmSJRw9etTrWMacwIqjCbm6deuSnp5Ou3bt6Nu3LykpKVYcje/YJctMyMXHx/P+++/z8ssvM3LkSKKiosjJyfE6ljEnsJaj8YSI0LdvX77++msqVarEsWPH7LRC4ytWHI2nLrnkElatWsWYMWOQnTuhXTu7SZTxBSuOxnPR0dHOmMcnn4SFC2HMGK8jGWPF0fhATAyIwJQpkJ/vPIo4y43xSNCKo4icLyJpIrJKRFaKyEB3+TkiMldE1ruPCcHKYMqIjRuha1eIjXXmY2OhWzfYtMnbXKZcC2bLMRcYrKpNgauB/iLSFHgMmKeqjYF57rwpz2rXhvh455au0dHOY3y8c8dCYzwStOKoqjtU9Tv3+QFgNVAX6AxMc982Dbg9WBlMGbJrF/TtC4sWOY92UMZ4LCTjHEWkPtASWAwkquoO96WdQGIoMhifmz37+PPJk73LYYwr6MVRROKA94CHVHW/iPzymqqqiAQc3CYiyUAyQGJiIvPnzy/RdrOzs0u8Tij5PV+LrCzy8vJ8nRHseywtfv8ewYOMBff0CMYERAKfAw8XWrYWqO0+rw2sLe5zWrVqpSWVlpZW4nVCye/5tF07zWze3OsUxbLvsXT4/nvU4GQE0rWIuhPMo9UCvA6sVtVnC730EdDDfd4D+DBYGYwx5mwFc7e6DZAErBCRZe6yYUAq8I6I9Aa2AHcHMYMxxpyVoBVHVV0ISBEvdwzWdo0xpjTYGTLGGBOAFUdjjAnAiqMxxgRgxdEYYwKw4miMMQFYcTTGmACsOBpjTABWHI0xJgArjsYYE4AVR2OMCcCKozHGBGDF0RhjArDiaIwxAVhxNMaYAKw4GmNMAFYcjTEmACuOxhgTgBVHY4wJwIqjMcYEYMXRGGMCsOJojDEBWHE0xpgArDgaY0wAVhyNMSYAK47GGBOAFUdjjAnAiqMJjn374I47oHJlqFcP/vd/vU5kTIlEeB3AhKn+/SEqCnbtgmXL4NZboXlzuPRSr5MZc0as5WhK38GD8N578OSTEBcHbdvCH/4AM2Z4ncyYM2bF0ZS+desgIgKaNDm+rHlzWLnSu0zGlJAVR1P6srMhPv7EZVWrwoED3uQx5ixYcTSlLy4O9u8/cdn+/VClijd5jDkLVhxN6WvSBHJzYf3648u+/94OxpgyxYqjKX2VK0OXLjBqlHNw5l//gg8/hKQkr5MZc8aCVhxFJFpEvhWR70VkpYg84S5vICKLRSRDRP4hIlHBymBCaPNm+N3vICEBatVydq0PHoRzz4V774UpU6zlaMqUYLYcjwDXq2pzoAVws4hcDYwHnlPVRkAm0DuIGUyoPPCAUwh37HDGNS5eDDfc4BTI//4Xunb1OqExJRK04qiObHc20p0UuB6Y5S6fBtwerAwmhDZtgrvvhuhop+V48802dMeUaUE9Q0ZEKgJLgUbAZGADkKWque5btgF1i1g3GUgGSExMZP78+SXadnZ2donXCSW/52uRlUVeXt4ZZ6x9yy1Uff551lWoQMSBAzSfNYtNvXqxN8g/Y7h9j17x+/cIHmRU1aBPQDUgDWgLZBRafj7wQ3Hrt2rVSksqLS2txOuEkt/zabt2mtm8+Zm/f9Uq1csvV61YURVUe/RQzc8PVrpfhN336BHff48anIxAuhZRd0JytFpVs9zieA1QTUQKWqznAdtDkcEEUX6+sxvdpYvTx7h3L2RmwpAhXicz5qwF82h1TRGp5j6PAToBq3GK5J3u23oAHwYrgwmRffucgy4PPgiVKkH16nDfffDpp0Wu8vLLL7N169YQhjSmZILZcqwNpInIcmAJMFdV5wBDgIdFJAOoDrwexAwmFGrUgAYNnOE6ubmQlQXTpkGzZkWukpmZSY8ePcjPzw9dTmNKIJhHq5eraktVbaaql6nqGHf5RlW9UlUbqepdqnokWBlMCM2eDZ99BjVrQqNGEBkJzz1X5NsfeeQRcnJyeOGFF0IY0pgzZ9dzNKWjRQsowZHEiIgIpk+fztVXX82NN95I06ZNgxbNmLNRbMtRRAaISEIowpjypVGjRjz11FMkJSVx9OhRr+MYc4Iz2a1OBJaIyDsicrOISLBDmfIjOTmZWrVqkZKS4nUUY05QbHFU1RFAY5wDJz2B9SIyVkQuDHI2Uw6ICK+99hqvvPIKixcvBuDqq6/m8OHDHicz5d0ZHZBxB0vudKdcIAGYJSJPBzGbKSdq167NpEmTSEpK4uDBg2RlZbFx40avY5ly7kz6HAeKyFLgaeBfwG9UtR/QCvhjkPOZcmDTpk106dKFq666ikcffZRGjRqRkZHhdSxTzp1Jy/EcoIuq3qSq76rqMQBVzQduC2o6EzaGDh3KW2+9FfC1hx9+mMsvv5wuXbrw8ccfExkZacXReK7YoTyq+vhpXltdunFMuOratSvXX389bdu2pX79+ie8Nnv2bN577z0effRREhMTmTt3LlWrVvUmqDEuuxK4CYnf/OY3/PWvf6Vnz56nnBUjItx5552sXLmS7t27k5+fz7x585xrQ7ZrBzt3epTalGdWHE3IDB48mNzc3CLPiomKimLAgAFs3ryZKVOmOPe9XrgQxowJcVJj7AwZE0IVK1Zk2rRpxZ4Vc269etyWk3N8wZQpzhQdDTbEx4SItRxNSF144YWkpKTQvXt3jh07hqoya9asE9+0caNzW4XYWGc+Nha6dXOuNm5MiFhxNCGXnJxMzZo1GTt2LKpKUlIShw4dOv6G2rUhPh5ycpzWYk6OM1+rlnehTbljxdGEnIjw+uuv8+KLL/Ldd99Rv379Uwd979oFffvCokXOox2UMSFmfY4m5Hr27EmXLl14/vnn6d69O/Xr12fDhg1cdtllx980e/bx55Mnhz6kKfesOJqQ69q1Kw8//DDVq1enbt267Nq1ywZ9G9+x3WoTcjfeeCPLli0jKSmJFStWsHz5cr7++muvYxlzAiuOxhMRERH06dOHjIwMunbt6tyN0gZ9Gx+x3Wrjqbi4OKZPn+7MPPDA8UHfL77obTBT7lnL0XgvJgZEnIHe+fnOo4iz3BiPWHE03rNB38aHrDiGo0mToHVr5x7SPXseX370KNx5J9Sv77TMSnBDrKCyQd/Gh6w4hqM6dWDECOjV69TX2raFt97yX+GxQd/GZ+yATDjq0sV5TE+HbduOL4+Kgocecp5XrBjyWKdlg76Nz1jL0RhjArDiaIzxTlH944sWQadOcM45ULMm3HUXUT/9FNJoVhyNMd4pqn88MxOSk2HzZtiyBapU4eLx40MazfocjTHeKap//JZbTnzfgw8S37Zt6HJhLcfwlJvrDIfJy3OmnBxnGcCRI848OEN7cnJA1busxpyJr7/m0Ek3Zgs2K47hKCXFObskNdUZthMT4ywDuOgiZ377drjpJuf5li3e5jXmdJYvhzFj2NC3b0g3a7vV4Wj0aGcKZPPmEAYx5lfKyHB2sf/2N34+//yQbtpajsYYf9qyBW64AUaOhKSkkG/eWo7GGO/k5jpT4f7xiAjnjKnrr4cHH3TOmPJA0IujiFQE0oHtqnqbiDQAZgLVgaVAkqoeDXYOY4wPpaTAE08cn3/rLXj8cefc/40bT+giui4vL6S35g3FbvVAYHWh+fHAc6raCMgEeocggzHGj0aPdkZLFJ5Gj3YKpCpkZ/8yffPPf4Y0WlCLo4icB9wKvObOC3A9UHCj4mnA7cHMYE7vyJEjXkcwxpeCvVv9PPAoUMWdrw5kqao76I5tQN0gZzBFyM7OpkmTJqxevZqqVaue+GJGBnFZWdC+vRfRzliLrCyoVs3rGEVbtoyYyEivU5izELTiKCK3AbtVdamItD+L9ZOBZIDExETml/Dag9nZ2SVeJ5T8kq9Zs2YMGDCAXiedvtUqJoaInByys7K8CXaG8vLyyPJxxpjISHLi4/k/H/yuT8cvf4+nE/KMqhqUCRiH0zLcDOwEDgF/B/YCEe57rgE+L+6zWrVqpSWVlpZW4nVCyS/5Nm3apOecc47u2rXrlNf8kvF0LGPpKK8ZgXQtou4Erc9RVYeq6nmqWh+4B/hKVbsBacCd7tt6AB8GK4MpXv369enWrRtjx471OooxvuLFIPAhwMMikoHTB/m6BxlMIcOHD2fGjBlssdMIjY9t3LiRgQMHhmx7ISmOqjpfVW9zn29U1StVtZGq3qWqdrjUY4mJifTr148n3PFmf/7zn/nuu+88TmXMierUqcOsWbNIT08Pyfbs9EEDwCOPPMKcOXNYs2YNe/bsYffu3V5HMuYE0dHRjBw5kmHDhoVke1YcDffffz8bNmxg8ODBjBw5kqioKI4etZOWjP/06tWLDRs2kJaWFvRtWXE0dOrUiVtuuYVjx47xr3/9i4MHD3Ls2DGvYxlziqioKMaMGcOwYcMKRsUEjRVHw5133smSJUv4/PPPiY+PZ9myZdZyNL517733cvDgQT7++GMAHnrooaCc6WXF0QBQr1490tLSuOeee8jMzGTt2rVeRzImoAoVKvDUU08xfPhw8vLyePvtt8nMzCz97ZT6J5oyKyIigtGjRzNnzhzuu/VWWgwcCDt3eh3LmF/k5OTw+uuvc9NNN1GlShVmzpxJVFRUULqBrDiaU9x6663UmzqVqitWwJgxXscx5hcVK1bkvffe47rrrqN///6MGjWKiIiIoHQDWXE0J4qJca6lN2UKogpTpjjzMTFeJzOGyMhIPvnkE7p168ZDDz1EbGwshw4dspajCYGNG6FrV4iNdeZjY6FbN9i0ydtcxrhEhL/85S98+eWXHDp0iN27d7N///5S344VR3Oi2rUhPh5ycsiLinIuWx8fD7VqeZ3MmBM0b96cFStWcMcdd3BeZCS0a1eqfeRWHM2pdu2Cvn35bvJk5/4ddlDG+FRsbCyzZ8+mzquvwsKFpdpHbjfYMqeaPRuAg/PnQ58+3mYx5nRiYpy9mwJTpjhTdPSvvt+MtRyNMWVXEPvIrTgaY8quQn3kREeXah+5FUdjTNnm9pGzaFGp9pFbn6Mxpmxz+8gBmDy51D7WWo7GGBOAFUdjjAnAiqMxxgRgxdEYYwKw4miMMQFYcTTGmACsOBpjTABWHI0xJgArjsYYE4AVR2OMCcCKY7BNmgStW0OlStCz5y+LYzdvdpYnJDjTDTfAqlWexTTGnMiKY7DVqQMjRkCvXicsPlqjBsyaBfv2wd698Ic/wD33eBTSGHMyu/BEsHXp4jymp8O2bb8szo2Lg/r1nRlVqFgRMjJCn88YE5AVR69VqwbZ2ZCfb7dBNcZHrDh6LSsLDh6EadOgXj2v0xhjXFYc/aByZecinTVrwurVcO65XicyptyzAzJ+kZ8Phw7B9u1eJzHGYMUx+HJznfta5OU5U04O5OaSkJ4O//mPs2z/fnj4YWdIzyWXeJ3YGEOQi6OIbBaRFSKyTETS3WXniMhcEVnvPiYEM4PnUlKc20empsJbbznPU1KIyM6Ge++FqlXhwgthwwb47DPnJkHmzMycyRU9ejjdEhdeCN9843UiE0ZC0XLsoKotVLW1O/8YME9VGwPz3PnwNXq0M1Sn8DR6NHvat4c1a5wj1Xv2wCefQLNmXqctO+bOhSFDWDtkCBw4AF9/DQ0bep3KhBEvdqs7A9Pc59OA2z3IYMq6xx+HUaPY37QpVKgAdes6kzGlRFQ1eB8usgnIBBR4WVVfEZEsVa3mvi5AZsH8SesmA8kAiYmJrWbOnFmibWdnZxMXF/frfoAg8ns+8HHGvDx+e/PNbL7vPhLnzCHi2DH2tm3Lhr59ya9Uyet0p/Dt91hIec3YoUOHpYX2ak+kqkGbgLru47nA98BvgayT3pNZ3Oe0atVKSyotLa3E64SS3/Op+jjj9u1OB0WrVvqvWbNU9+xRvfZa1WHDvE4WkG+/x0LKa0YgXYuoO0HdrVbV7e7jbuB94Epgl4jUBnAfdwczgwlDMTHO44ABHK1eHWrUcI72f/qpt7lMWAlacRSRyiJSpeA5cCPwA/AR0MN9Ww/gw2BlKGu+/fZbDh8+7HUM/0tIgPPOA5Hjywo/N6YUBLPlmAgsFJHvgW+BT1T1MyAV6CQi64Eb3HkDvPrqqzz99NNexygb7rsPJk4kMjMTMjPhuefgttu8TmXCSNBOH1TVjUDzAMt/AjoGa7tl2dChQ7nyyivp378/NWrU8DqOv40cCXv3clVSEsTFwd13w/DhXqcyYcTOkPGRhg0b8qc//Ylx48Z5HcX/IiPhxRdZOGcO7NwJL7xgA+hNqbLi6DMjRoxg6tSpbCt07UdjTOhZcfSZ2rVrk5yczBj32o7Z2dn8+OOPHqcypvyx4uhDQ4YM4f3332fdunV88MEHDLe+NGNCzoqjz6gqCQkJDBo0iFGjRlGhQgVycnK8jmVMuWPF0WdSU1O55ZZbuOeee1iwYAHbtm3j2LFjXscqk3Jzc72OYMowK44+88gjj3DFFVfQpk0bOnfuzD/+8Q+OHj3qdawyJzs7m/r161t/rTlrVhx9JjIykjFjxvDOO+/w6aefsnLlSnbvtjMsSyouLo4+ffrQp0+fgnP4jSkRK44+dd111/H999/TokULdu7cCTt2QLt2zpg+c0aGDx/Onj17eOWVV7yOYsogK44+lpCQwKJFi8jIyIAnn4SFC+32rSUQGRnJ9OnTGTFihPMdGlMCVhz9LiaGiMhImDLFuQnXlCnORRYKrkxjTuuSSy5hxIgR9OjRg7y8PK/jmDLEiqPfbdwIXbtCbKwzHxsL3brBpk3e5ipDBgwYQHR0NBMmTABg3bp1fGP3mzHFsPtW+13t2hAf79y1MDraeYyPh1q1vE5WZlSoUIGpU6fSunVrbrnlFlatWsX777/Pdddd53U042PWciwLdu2Cvn1h0SLn0Q7KlNgFF1zAM888Q1JSEhdccIH1QXrlyBHo3Rvq1YMqVaBFC/jnP71OFZC1HMuC2bOPP5882bscZdTSpUsZP348jz/+OI0bN+add94hIyMDVUXsIrmhlZsL558PCxbABRc4V2+/+25YsQLq1/c63Qms5WjCXrNmzbjmmmvo0KEDlStXZubMmYgIe/bs8Tpa+VO5snO74vr1nbtG3nYbNGgAS5d6newUVhxN2IuMjGTQoEGsXbuWxMREDh8+zIEDB1i+fLnX0cyuXbBuHVx6qddJTmHF0fjD6tVw/fVQtSo0agTvv1/qm0hISGDChAl8//33tGrViiNHjtjgei8dO+aMvOjRAy6+2Os0p7DiaLyXmwudOzu7WPv2wSuvwJ//7LQogqBBgwYsWbKEW2+91QbXeyU/H5KSICoKJk3yOk1AVhyN99asgR9/hEGDoGJFpwXZpg3MmBG8bcbEOIPpbXB96Kk6R6x37YL33nNueeFDVhyNP6nCDz8E7/NtcL13+vVzulE+/tjX/xmVr+I4aRK0bg2VKkHPnl6nMQUuugjOPRcmTHD6ob74whnqcehQ8LZpg+u9sWULvPwyLFvmfNdxcc709797newU5WucY506MGIEfP45HD7sdRpTIDISPvgABgyA8eOd/8Duvtv5TyyYCgbXJyc7/Zw7dgR3e8YZ/F1GLiFXvopjly7OY3o62N39/KVZM6e1WODaa52jmMFkg+vNaZSv3WrjX8uXO7u2hw7BM884rTjr+jAesuJo/GHGDKcf8NxzYd48mDs3+LvVxpxG+dqtNv41YYIzGeMT1nI0xvhKamoqc+bM8TpGOSuOublOv1ZenjPl5DjLjDG+0b59e/r06ePcO8lD5as4pqQ4g05TU+Gtt5znKSlepzLGFHL11VfTp08fkpOTPb1zZPkqjqNHO2OsCk+jR3udyhhzklGjRrF161beeOMNzzKUr+JoyqyVK1fy4Ycfeh3DhEhUVBQzZszgscceY5NHp3RacTRlQqVKlejduzdr1671OooJkcsuu4whQ4accOfIlStXhmz7QS2OIlJNRGaJyBoRWS0i14jIOSIyV0TWu48JwcxgwkOjRo144okn6N69O7l2EK3cGDRoECLCc889B0DHjh3ZvXt3SLYd7Jbj34DPVPVioDmwGngMmKeqjYF57rwxxerXrx9Vq1Zl3LhxXkcxIVKxYkXefPNNxo8fz6ZNm6hXr17Ibo4WtOIoIlWB3wKvA6jqUVXNAjoD09y3TQNuD1aGs7Fq1Sr279/vdQwTQIUKFXjjjTeYOHEiS314zxFT+iZOnMiBAwdITU1l7NixNGzYsOwXR6ABsAeYKiL/EZHXRKQykKiqBZc/2QkkBjFDib377rv07t3b0yEEpmjnnXcezz//PElJSRx2r6yUn59vv68wVaVKFTp16sTChQupWrUq27ZtY8OGDSHZtgTrj0pEWgOLgDaqulhE/gbsBwaoarVC78tU1VP6HUUkGUgGSExMbDVz5swSbT87O5u4uLgS5z569CjJycl069aNTp06lXj9M3W2+ULJrxlVlTFjxlCjRg169OjB5MmTad++PVdddZXX0QLy6/dYmJ8zZmdn8/bbb/Phhx+Sk5NDy5YtmVBKp5p26NBhqaq2DviiqgZlAmoBmwvNXwd8AqwFarvLagNri/usVq1aaUmlpaWVeJ0C3333ndasWVO3bt161p9RnF+TL1T8nHHv3r1ap04dffbZZ3Xw4MGamprqdaQi+fl7LFAWMs6cOVPbt2+vDRs2VP3xR9Xf/lZ1x45f9ZlAuhZRd4K2W62qO4GtInKRu6gjsAr4CCi4UF8PwHeD11q2bMnAgQO57777yM/P9zqOOUlGRgaHDx/mtddeY/z48dStWzdk/VDGO4mJiaSlpTm71SG4MVqwj1YPAP4uIsuBFsBYIBXoJCLrgRvced8ZMmQIBw4cYLJdBNV3Fi9eTPPmzfnmm29o2bIln332mRXH8iKEN0YLanFU1WWq2lpVm6nq7aqaqao/qWpHVW2sqjeo6r5gZjhbERERTJ8+nSeeeII1a9YA0L17d+dex8ZT3bp1Y9myZfz4448sXryYb7/9lhUrVngdy4RCCG+MZmfInEaTJk1OGHi8aNEiz05lMic6//zzefPNN3n66adp1KgRP/30E7lbt0K7duDx1VxMEIXwxmhWHE/j6NGjPPDAA1SrVo2xY8fSqFEj233zmUaNGvHtt9/y7bffEjFuXND7oYwPFNwYbdEi5zFI/xnalcBP46abbqJ69eqMHDmSP/7xj3To0MGKow9JbCxX5OQcXzBlijNFR9tdJsNRiG6MZi3H0/j0009p3bo1d9xxBy1btmTevHm/9D8aHwlhP5QpP6w4nkZMTAyPPfYYq1evpkmTJmRmZvLFF194HcucLIT9UKb8sOJ4BmrWrMnEiRNZvHgxycnJzm1DrePfX0LUD2XKD+tzLIHWrVvTunVreOCB4x3/L77odSwDIeuHMuWHtRxLIoQDUI0x3rLiWBLW8W9MuWHFsSSs49+YcsOKY0lZx78x5YIdkCkp6/g3plwI2sVuS5OI7AG2lHC1GsDeIMQpLX7PB5axtFjG0hGMjPVUtWagF8pEcTwbIpKuRV3h1wf8ng8sY2mxjKUj1Bmtz9EYYwKw4miMMQGEc3F8xesAxfB7PrCMpcUylo6QZgzbPkdjjPk1wrnlaIwxZy3siqOI3Cwia0UkQ0Qe8zoPgIi8ISK7ReSHQsvOEZG5IrLefTzl3t0hzni+iKSJyCoRWSkiA/2WU0SiReRbEfnezfiEu7yBiCx2f+f/EJEorzK6eSqKyH9EZI4f87mZNovIChFZJiLp7jI//a6ricgsEVkjIqtF5JpQ5wur4igiFYHJwC1AU+BeEWnqbSoA3gRuPmnZY8A8VW0MzHPnvZQLDFbVpsDVQH/3u/NTziPA9araHOduljeLyNXAeOA5VW0EZAK9vYsIwEBgdaF5v+Ur0EFVWxQaHuOn3/XfgM9U9WKgOc73Gdp8Rd3QuixOwDXA54XmhwJDvc7lZqkP/FBofi1Q231eG1jrdcaT8n4IdPJrTiAW+A64CmdgcESgvwEPcp3n/sO9HpgDiJ/yFcq5Gahx0jJf/K6BqsAm3GMiXuULq5YjUBfYWmh+m7vMjxJVdYf7fCeQ6GWYwkSkPtASWIzPcrq7rMuA3cBcYAOQpaq57lu8/p0/DzwK5Lvz1fFXvgIKfCEiS0Uk2V3ml991A2APMNXtnnhNRCqHOl+4FccySZ3/Cn0xbEBE4oD3gIdUdX/h1/yQU1XzVLUFTgvtSuBiL/MUJiK3AbtVdanXWc5AW1W9HKcLqr+I/Lbwix7/riOAy4EpqtoSOMhJu9ChyBduxXE7cH6h+fPcZX60S0RqA7iPuz3Og4hE4hTGv6tqwRU2fJcTQFWzgDSc3dRqIlJwERUvf+dtgD+IyGZgJs6u9d/wT75fqOp293E38D7OfzR++V1vA7ap6mJ3fhZOsQxpvnArjkuAxu7RwSjgHuAjjzMV5SOgh/u8B04fn2dERIDXgdWq+myhl3yTU0Rqikg193kMTp/oapwieaf7Ns8yqupQVT1PVevj/O19pard/JKvgIhUFpEqBc+BG4Ef8MnvWlV3AltF5CJ3UUdgFaHO53XHcBA6c38HrMPpixrudR4309vADuAYzv+KvXH6ouYB64EvgXM8ztgWZzdlObDMnX7np5xAM+A/bsYfgFHu8obAt0AG8C5QyQe/8/bAHD/mc/N8704rC/6d+Ox33QJId3/XHwAJoc5nZ8gYY0wA4bZbbYwxpcKKozHGBGDF0RhjArDiaIwxAVhxNMaYAKw4GmNMAFYcjTEmACuOJiyIyBUisty95mNl93qPl3mdy5RdNgjchA0RSQGigRicc3PHeRzJlGFWHE3YcM+nXwLkANeqap7HkUwZZrvVJpxUB+KAKjgtSGPOmrUcTdgQkY9wLhXWAOeK0Q96HMmUYRHFv8UY/xOR7sAxVf1f915C/xaR61X1K6+zmbLJWo7GGBOA9TkaY0wAVhyNMSYAK47GGBOAFUdjjAnAiqMxxgRgxdEYYwKw4miMMQFYcTTGmAD+P4+NVi+MkRR0AAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "img = np.zeros(n_features)\n", + "img[top_sensors] = 16\n", + "plt.figure(figsize=(5,5))\n", + "plt.plot(xTopConstMax,yTopConstMax,'*r')\n", + "plt.plot([xmin,xmin],[ymin,ymax],'r')\n", + "plt.plot([xmin,xmax],[ymax,ymax],'r')\n", + "plt.plot([xmax,xmax],[ymin,ymax],'r')\n", + "plt.plot([xmin,xmax],[ymin,ymin],'r')\n", + "plt.ylim([64,0])\n", + "plt.title('n_sensors = {}, n_const_sensors = {}'.format(n_sensors,n_const_sensors_max))\n", + "for ind,i in enumerate(range(len(xTopConstMax))):\n", + " plt.annotate(f\"{str(ind)}\",(xTopConstMax[i],yTopConstMax[i]),xycoords='data',\n", + " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", + "plt.grid()\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(5,5))\n", + "plt.plot(xTopUnc, yTopUnc,'*r')\n", + "plt.plot([xmin,xmin],[ymin,ymax],'r')\n", + "plt.plot([xmin,xmax],[ymax,ymax],'r')\n", + "plt.plot([xmax,xmax],[ymin,ymax],'r')\n", + "plt.plot([xmin,xmax],[ymin,ymin],'r')\n", + "plt.title('Unconstrained')\n", + "plt.xlabel('x')\n", + "plt.ylabel('y')\n", + "plt.ylim([64,0])\n", + "for ind,i in enumerate(range(len(xTopUnc))):\n", + " plt.annotate(f\"{str(ind)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", + " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", + "plt.grid()\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Conclusions: \n", + "\n", + "When there are fewer than (n_const_sensors_max) in the constrained region, max_n will only place three in the constrained region even though the user allows a max of 4,5 .. to be placed. " + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The predetermined case: \n", + "\n", + "- This occurs when (n_pre_sensors) locations are already specified and we want the best locations to place the remaining sensors. \n", + "\n", + "#### Suppose two sensor locations are already specified (sen1 at $x = 10$ and $y =7$), (sen2 at $x = 25$ and $y = 30$). We optimize placement of the remaining sensors. " + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The predetermined sensor locations (Column IDs) are: [665 478]\n" + ] + } + ], + "source": [ + "# Convert pixel coordinates into sensor locations (column ID's)\n", + "\n", + "predetermined_sensorsy = np.array([10, 7])\n", + "predetermined_sensorsx = np.array([25, 30])\n", + "predetermined_sensors_array = np.stack((predetermined_sensorsy, predetermined_sensorsx), axis=1)\n", + "predetermined_sensors_tuple = np.transpose(predetermined_sensors_array)\n", + "idx_predetermined = np.ravel_multi_index(predetermined_sensors_tuple, (image_shape[0],image_shape[1]))\n", + "print('The predetermined sensor locations (Column IDs) are: {}'.format(idx_predetermined))" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Predetermined sensor locations')" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.subplot()\n", + "#Plot predetermined sensor locations \n", + "\n", + "img = np.zeros(n_features)\n", + "img[idx_predetermined] = 1\n", + "im = plt.imshow(img.reshape(image_shape),cmap=plt.cm.binary)\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", + "plt.colorbar(im, cax=cax)\n", + "plt.title('Predetermined sensor locations')" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "665 25.0 10.0\n" + ] + } + ], + "source": [ + "# Print the predetermined sen1 column index and its corrsponding pixel coordinates (x,y)\n", + "\n", + "x0,y0 = np.mod(idx_predetermined[0],np.sqrt(n_features)),np.floor(idx_predetermined[0]/np.sqrt(n_features))\n", + "print(idx_predetermined[0],x0,y0)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "# Define the number of predetermined sensors allowed (s)\n", + "\n", + "n_pre_sensors = 2\n", + "# Define the GQR predtermined optimizer\n", + "\n", + "optimizer_pre = ps.optimizers.GQR()\n", + "opt_pre_kws={'idx_constrained':idx_predetermined,\n", + " 'n_sensors':n_sensors,\n", + " 'n_const_sensors':n_pre_sensors,\n", + " 'all_sensors':all_sensors,\n", + " 'constraint_option':\"predetermined\"}\n", + "\n", + "basis_pre = ps.basis.SVD(n_basis_modes=n_sensors)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The list of sensors selected is: [2204 4038 3965 320 253 594 878 3618 2331 3999 429 2772 2878 478\n", + " 665]\n" + ] + } + ], + "source": [ + "# Initialize and fit the model\n", + "\n", + "model_pre = ps.SSPOR(basis = basis_pre, optimizer = optimizer_pre, n_sensors = n_sensors)\n", + "model_pre.fit(X_train,**opt_pre_kws)\n", + "\n", + "# sensor locations based on columns of the data matrix\n", + "top_sensors_pre = model_pre.get_selected_sensors()\n", + "\n", + "# sensor locations based on pixels of the image\n", + "xTopConstPre = np.mod(top_sensors_pre,np.sqrt(n_features))\n", + "yTopConstPre = np.floor(top_sensors_pre/np.sqrt(n_features))\n", + "\n", + "print('The list of sensors selected is: {}'.format(top_sensors_pre))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Display the unconstrained and predetermined (purple dots) sensor locations on the grid using GQR predetermined optimizer." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "yPredetermined = np.floor(top_sensors_pre/np.sqrt(n_features))\n", + "xPredetermined = np.mod(top_sensors_pre,np.sqrt(n_features))\n", + "\n", + "img = np.zeros(n_features)\n", + "img[top_sensors_pre] = 16\n", + "plt.figure(figsize=(5,5))\n", + "plt.plot(xPredetermined,yPredetermined,'*r')\n", + "plt.imshow(img.reshape(image_shape),cmap=plt.cm.binary)\n", + "plt.scatter(predetermined_sensorsx, predetermined_sensorsy, color = 'b')\n", + "plt.xlim([0,64])\n", + "plt.ylim([64,0])\n", + "plt.title('n_sensors = {}, predetermined_sensors = {}'.format(n_sensors,n_pre_sensors))\n", + "for ind,i in enumerate(range(len(xPredetermined))):\n", + " plt.annotate(f\"{str(ind)}\",(xPredetermined[i],yPredetermined[i]),xycoords='data',\n", + " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", + "plt.show()\n", + "\n", + "image = np.zeros(n_features)\n", + "image[top_sensors] = 16\n", + "plt.figure(figsize=(5,5))\n", + "plt.plot(xTopUnc, yTopUnc,'*r')\n", + "plt.xlabel('x')\n", + "plt.ylabel('y')\n", + "plt.xlim([0,64])\n", + "plt.ylim([64,0])\n", + "plt.title('Unconstrained')\n", + "for ind,i in enumerate(range(len(xTopUnc))):\n", + " plt.annotate(f\"{str(ind)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", + " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Compare sensor indices and pixel coordinates for unconstrained and predetermined sensor placement" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " Sensor ID UncX UncY Sensor ID XConst YConst\n", + "0 2204 28 34 2204 28 34\n", + "1 4038 6 63 4038 6 63\n", + "2 3965 61 61 3965 61 61\n", + "3 320 0 5 320 0 5\n", + "4 253 61 3 253 61 3\n", + "5 594 18 9 594 18 9\n", + "6 3618 34 56 878 46 13\n", + "7 878 46 13 3618 34 56\n", + "8 2331 27 36 2331 27 36\n", + "9 3999 31 62 3999 31 62\n", + "10 429 45 6 429 45 6\n", + "11 2772 20 43 2772 20 43\n", + "12 2878 62 44 2878 62 44\n", + "13 3469 13 54 478 30 7\n", + "14 1243 27 19 665 25 10" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "columns = ['Sensor ID','UncX','UncY','Sensor ID','XConst','YConst']\n", + "ConstrainedSensors_df = pd.DataFrame(data = np.vstack([top_sensors,xTopUnc,yTopUnc,top_sensors_pre,xPredetermined,yPredetermined]).T,columns=columns,dtype=int)\n", + "ConstrainedSensors_df.head(n_sensors)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the sensor locations (pixels) on the image for the unconstrained and predetermined case" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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tgoiNaMTEVRvLExNnpEUSWVlZPmWSYMPaJQmjNqJRcXGxTxlL3SqJu0xEtRHZkpOTaTkTYhMt3p/n5ub6lLF85ACQRJwMgchJzsbcJu2EzZ4A7c2rLp2LCX1VVVW0LpsLUhvYfDpy5Ajef/99XHHFFS2Cu02OfeneYfO5OV9Na5hgK819ZgpgBgaA94PNu/R0n50LAdild2BjI9X96JZbWv696uqrG9taUkLrhlTcJfwUja98LgGQBWA4gFUddK6w4c5338XQoiJ4moJXaWws7mr19KsogSQ5ORlpaWnYsWMHTjvttFA3RwkQAQ/8xpj/ByAPwGIASwA8j8bArwSAl2bOxKrRowHITz2KEkimTJmC999/H6NHjxaT6ildi45YG5wP4DEAdwP4AMBcaOBXlC5LSkoK+vfvj61bt4a6KUqACHjgdxxnOYAxaAz6FwMYC2B6oM8Triz86is88Pzz+Pnbb2PMkSOhbo4SJkyePBnbt29v+ZYZjLQCSsfRIdmAHMdxO47zfwBGAngVQDIA9MzLQ0xpaUecMix4Y9o0/PKKK/CzRYvw2ejR+OmKFcioqAh1szotS5YswbEOcESEIz179sTw4cPx9ddfAwDee+89UYxVOj8dmqTNcZwyADc0/UFkTQ1Gv/YaNt50E3VXSKkR2LtsaYMHfx08O3fupJ9nKjlLoSAh9YEdV0pXwBwaMTEx2AkAR48CALYCGBUbi94bNuBfrVwHrA2Su6KC/OKQ3EYDBw70KcvIyMCF+/bhnEOHMLC8HKsHDMDDU6ci02sXJwC4YN06XLR2LX49fTo2e7VX2miauaOktAjShjgulwsffvghrrjiipZy5miR3DPM1SO5o/xNk2FzLgnmBjkifPsrJQ9a0nxmbjLv+VFfX4/9+/fD7XajqqoKmzZtom41b6TUG8wNJh3LJh0GG0dpjrG2sXNNnDiRfj6V5IKycTxJ9xm7V202ePKHoOfjH7F8Oa686ip8q8mmpLSPzpBCqyQ2Fm+MHo1/DR5M/z+1rAwT9+7F0SBv5nHhhRdi/fr1ONr0y1JpG47jICsrC263G7169UJhYSGMMQGx1yqhIeiBvz46GllnnolljzwS7FN3aRLq6zGttBTRDQ2IcBycV1iI06uqsLoTLKxZn5mJLzMzUSE4Pr69YgXeOfNM1Achz7g3iYmJmDVrFt57772gnre7YYxBamoqcnJy4DgOjh07BsdxNPB3YYJ7JxqDiLo61MXFobZXr6CeuqsT6Tj4bnY23l23Du+uW4dv5+fjJ0OGIPsUX7VDzcS9e1EfEYGdQ4aE5PznnXcetm7divz8/JCcv7vQs2dPDB06FDU1NYiIiEBdXZ0G/i5MUDdiOdavH/aNHYseJPWxcnLKoqLw3VbvGqXVmp2FGLcbF69ejb8vXBiyNsTFxeG8887DO++8g+9973vYtWsXXC4XRo4cGbI2dVWioqIwcOBAlJSU4MiRI+hRU4OnjxzBnQMG4KjmROpSBDXwe2JisOnmmwEADhFBJIGLCbmSuMuEze3bt/uU7d69m36eiTCSe6F///4+ZZKLhL1ntlkMYyNwMcHWJte5jQDpLRSWlZcjxu1GVlYWqqqqcPPOnfggPR1rCwoAYQNptv8BwMdRGi8m0nmLYXPmzMFvfvMbZGdnY8+ePTDGnJAqoqNSQbAym3ztNntGFBYW0rqHDx/2KWPzA+AmCnY/OY6DlJQU/OToUUxyu7H40CH8IjGx3fsXSHOcHUMSgtm1tEmjwvogfX7q1Km0nMGupbR3AKsrieRt3f9Dt15UOoyJR48iraYGC7KzAQBJbjd+vnEj3hg2DG8MD86avr179yI9PR3z58/H0qVLMXToUDGgKv5xqLAQ3iHzhpoa3FBTgxoAmSkpoWqWYoEGfqXdRDhOyx+X4yC6aRPvu6dNQ6TXE9iDa9bgybFjsSEjI2hty83NxeOPP46rrroKRUVF6NWrl/gEp/jH1NRU3FtZiYtqaxEHoBrA+zEx+I2Oa5dBA7/Sbm7My8P3vMTT+SUleHH4cLw4YsQJ9RqMQWVUFGostlVsL+eccw769++Pp556ChkZGdixY4foy1b8ozAiAhXGIAZADYAYABXGoDDIri2l7Wjg70Z4PB7xnWpH8nhmJh5vtWCLpbK9ed68YDXpBIYPH45f//rXeOmll1BWViam5Fb8J72hAc/26IHnY2Nx3fHj6G2RrloJPUEP/M1iBBONbMRdSQhiN/X+/ft9yqSVjjYbWbMVkJJgw8Q3SVRkfWPHbZ1nvLq6Go7jUCFI6oPNPgEMaaUicxz16dPHp0xavcwESCmvOtskpPXYxsbG4sYbb0RGRgaysxPx8K/Px6Pl38UtSU9gysX7MGUKF/v9xd/VltLKblYu1bXZb4EdQ8rqykR9Nj/i4+Pxc69f7A80/T2YLNCTzA7sPpXuaVZuk49fGht/V+Rv3ryZlsfHx/uUDRYWMbJ73SZ3vzT324p+N+tGxMbGoq6uThNoCRhjkJ7+I+ze/Rx+WP4gzsIq3FH+F7z66rn46qtRoW6eogQNDfzdCGMM4uPj4Xa7dXGNwKPPXgp3XTR+gL8jAg34Af4Od100nnjxslA3TVGChgb+bkZUVBQiIyNRW1urwZ8wBAfwIhahCo1fnasQhxdwDQbjYIhbpijBQwN/NyQqKgoNDQ36yodQ2ysBx5CIHqjBcfRAD9TgGBLh7uX7vlZRuisa+LshxhjExMTA7Xa3CEUejyfk3wA8Hg8KhBW8weLSS9eij8nHo/g+ZmAtHsX30dfkYf781SFtl6IEk6C7eprdD0y5tsllLaVRyG5aJeoNcxZIu9MzpV1ynjC3gZTugLkjpDzhzCHCnCssZQTwb/fM7t27ceTIEcyaNQtffPEFJk2a5JMnny3pl+yO7BeH5ABi5Q0NDVi7di3mzp3b0h+bNAw2LgjJITJjxgG847odb701HSUlCbgn5b9x0UWrqKvHxt3Erhlzk0hznKVhKCkpoXXZdZDmKMsZnyKsru3du7dPGZtjgwYNop9nc3THjh207rZt23zKpDQMbBylsWHXQRpz5pRhx5XcP2xPD2neMUebDdKiQ5tULt6oj78bM3LkSOTn52Pfvn1ITExEeXm5T+APJpGRkRg5ciS2bduGmTNnhqwd06btw7Rp+1p+lh4CwpWZ2dn49rZtSK2uRmVCApZceCEOCg8ZStdEA383ZceOHXC5XJg0aRI+++wzjBw5slNsQzhixAgsW7YMpaWl6KWpuTsdEwoKsGjzZvzfzJnYn5qKMcnJoW6S0gHoO/5uysCBA1FWVobVq1ejb9++yMrKQnl5eaibhcjISIwZMwZbt24NdVMUwne2bcOb48ZhX1oaHGNwrGdPHOsEm/0ogUUDfzclISEBM2bMwPTp01FRUYHq6mpxtXKwGTp0KCorK1tWM5eUlFjtOat0DKahAUNLS9GzthYPvvceHn77bVz2ySeI1Gym3Y6gvuoxxpxUMLPJGZ+Xl0frMmGSCYWTJk2in58wYYJfZUBjAGuNlOd/z549PmWSEMxETPZufoiwq9WAAQNO+NlxHHz88cd4/fXXcdP8+Rh9773Y9Z//ibrUVCq+ZWVl0eOyZfLS+3GWYsJbvDvnnHOwceNGTJw4EatXr8b06dNPEBJZqgFJ3LXJX86EPkkg83czbhskoZGlYZDSf8ydO9enbMyYMbTuF1984VP25Zdf0rppbjciGxpwVkEBHr7ySnhcLnz/gw8wf+NGfOqVZ0lKH8BEX0kIHjdunE+ZzfWV3GFs3khCMBNtmUAttYsZTKS6LIbZGCOkucDSRviDPvGHAcYYLFiwAE8//TQGPPssErdswYBnnglZezweD8aMGYP6+nocOHAAxhh94u8E1DX9ovts4kQci49HVWwsvpgxAyP27TvFJ5Wuhoq7YcIZ8+bB5fU01G/pUvRbuhQzoqLw1N/+FtS2PPfccxgxYgTOPPNMfP7550hISNDA3wk43qMHSlvbQtu4w5PSudEn/jDhyyVLUHjuufA0rR3wxMSg8Lzz8PIf/xj0tnznO99Bfn4+1q1bB5fLhePHj4uvvZTgsm7sWMzevBkJ1dWIranBjLVrsafVvgpK10ef+MOEurQ0eOLj4XK74YmOhsvtRn18PI4nJQW9LQkJCfj2t7+NDRs2YPXq1airq9PtEDsJH06dioTjx/Gr555DfWQkdo4fj89nzw51s5QAo4E/jIgqLUX+N7+JI9/8Jnq/9RaiBdErGBhjMGXKFPTt2xevvvpPbPjXBNz90Ze4Kf5RDD/rS4wevTFkbQtnGiIi8NqcOXhtzhwA0LUW3ZSgu3qa1WmblA1MqS8uLqZ12btitkR9xowZ9PPMqcOWvQPc5TJw4EBaly2Ht3EAsPGSlH7mVqivr8fGX/2q5eeiW28FAPQi3n7JucI2V2GpBgDueGDXsbx8ARznKfyu/ic4C6vw06q/4kefPIjY2FiMH7/lhLqSg4gdV0phwJw60rxj6SSkHc7YtWTHlZb/s8V1zOkDAKtWrfIpYykQAD5H2VwEuKOFzTHJMZWbm+t33cTERJ8ym5QcEswRI92/bIMmNsdtnGuSU4fdU9K6mmSyaE4aR6lvp0Lf8Ssh5fX3bkS9p8cJ+fHr6mPw8tLrQt00Rem2aOBXQormx1eU4KOBXwkp1YmxND9+TRLP1KgoSvvRwK+ElFmzltH8+HPmfBzqpimtcBwH+fn5oW6GEgCCLu5K+dcBO1GxoqKC1mUuhIyMDJ8yJmRJbbBZ0i8JrkywkcQsJgqydBbS59l4lZaW0rpMGJVERVZXEt5YH5iAmZj4Lu6fcS42b74S1dWp+FncvZg4cQkyI1/Frl0n1pXGll2f1mkrToa0eIydT+ovE7PZcW2uORtvgKcgkOqyPO6SAMnmmPcYOI6DRx99FIsXL8bo0aN96rL0AZJwzsqlVBCsrk3ufmneMIGZie/S2LJfglIf2DWT9hSZNWuWT5nUh7aKu2rnVELO4MFrMHjwmhPK1Nbf+TDG4JprrsHzzz+PX//61+LmIErnR1/1KIriN+PGjcO4ceOwZMmSUDdFaQca+BVFseLyyy/HgQMHsGnTplA3RWkjGvgVRbEiJiYGixcvxiuvvNIpdnVT7NHAryiKNcOGDcPMmTPxwgsvwHEc5OTkYPny5aFuluInQXf1xDRlh2RODGkjFvZUwVwyAFfVmdOnuR2tYUvc2VJ06RiSA4g5HqRNFFhaAOaGkpwNbAxsnDpSXdZfKYUBu5btdbmwawPwTTnGjh1L6zJ3k9SGvn37+pRJy+yZy4yJnyx9CGDn1GHXXbofkkgSPuZyA3iaC9be5nkwZswY3HzzzcjJyUH//v3x7rvv4rbbbjuhruRGYc4zKS0Buz7s8wB35UjHZXGFuWSk68CQ5gebC5Ljae/evT5l0oY2UmqSU6FP/IqitImoqCjcc889+Pvf/47IyEgcPnw41E1S/EQDv6Io1hw6dAiXXnoptmzZgiuvvBKPPPIIqqqqxCdxpXOhgV9RFGsGDRqE//3f/8WKFSuwbNkylJeXIz4+XnwtqnQuNPAritImRo4ciQcffBB33HEHPB4PSkpKsHGj7qPQFQi6uNsstDDRR1rCzL4+SkujmWDKlqhLX0mZkCSJsEzsZMvApWNIAjNrL2uXJIZLYpa/SEv62XGZeAhwkY2JadIT4pEjR3zKpPnBhNE1a9aQmkBWVpZPWVFREa27YMECnzLJvsiE6/T0dJ8yqQ+MPn360PJ+/fr5lKWlpdG6mZmZftdl6ShYWWsDw5w5czB79mw8/PDDGDVqFKKKizH817/Gvj/+ER4yBuwYgHw/sHtHuv/ZvJOOy+YzO66U0oOZIKS6zFQg7YvAzApSvJIMHqdCn/gVRWk3ERERuPXWWzFp0iRkPvUUem7ejMwnnwx1sxQBzdWjKEpAmDp7Nlxe1sfeb76J3m++iYboaGwgu4YpoUOf+BVFCQhfv/kmis8/H56mVyuemBgUX3ghNi9dGtqGKT5o4FcUJSDUpaXBEx8Pl9uNhuhouNxueOLjUS9oCkro0Fc9iqIEjKiSEhxZuBBF3/oW0pcuRfTRo6FukkIIeuBvdgkwV4+0uYrNRgzMkcLcL5JzhS19l5ZLM9eGdNzCwkKfMsnRwpwfTNWXXD3MBVFTU0PrslQQ0jJwtuzcJuUCc0wMGTLE73bt37+f1mUbYkjXgV0zyV3BnBiSm8TfVB9Su9h4SfOOuX0k5xlLIVBcXEzrsjnK5o2UpqOhoQErLrqo8YfcXGDq1Mb7iVg8WRoEyRHHYoV0/7NxsNkciSGlbGDxirmKJKSUDczxVFZWRuuydDT+oK96FEVRwgwN/IqiKGGGBn5FUZQwQwO/oihKmBFUcbe+vr5FpGACkc1ydkmwYcuwmSgpCTtsiTsTBAEu/m3evJnWZcKZlLufLTFn/ZI+z0Rfack3E6gkIbh///4+ZVLufgY7rpS/nF1fSchic0kSYcePH+9TJqVGYMvvpXQYTNT78MMPfcqka8bmmCR2suvLUlwAXHSW+sDaxq6DlLaClUv3KUtLILWLzV1po3dmTJDu9QEDBviUsTFnOfoBfv9LIizrg3TvsDQokrGB7RnhD/rEryiKEmZo4FcURQkzNPAriqKEGRr4FUVRwoygiruVlZVY1ZSlb9iwYT7/LwlUTGSzWbnH8o9LoggTd1gOdwDYsmULLWcMHz7cr3MBPAc6WyErrfxjQpIkcLFc9lJOcZYHXsplz8aMXTNpxSk7riRQs7pMuAOAgQMH0nKGNA4MJhAPHTrUp+y9996jn7/gggt8ytg8AOw2jGcCopSfnm2szoRzaeUv+7wkBLPjstXaAO+vJIyyOSJlBGBCLLtm0n3KBHmpvzYiO5t3krjb1h3P9IlfURQlzNDAryiKEmZo4FcURQkzNPAriqKEGRr4FUVRwoygunqqqqrwxRdfAOCKuqRyM0VcWrLNFHi21F9yEBw+fNinLDs7m9Zl7ghp+T9rL3MbAbwPu3fv9imT8sizsWXuHYA7CKQ+sHZJjgnW36NkUw5pDCZMmOBTJs2P5cuX+5SNGzeO1mXpDqR9DZhTRnLasLZlZGT4lEmuDzaONikMJJcLczdJbjB2fZkb7NChQ/TzLF2C5NpiKRukPrBjSPsasBQRkjuLpYjZtWuXTxlLoSC1izmbpHNJfWCpTaRxZE47f9AnfkVRlDBDA7+iKEqYoYFfURQlzNDAryiKEmYEVdyNiYnBiBEjAHAxi4lhAN/sWBJGmGjL6rL8+ABPGyGJTmz5vyS2MEFNEu9YLnnWh7y8PPp5JtJJG2SzMZfEXTYO0nGZyMVSNkjCG1s6L6WHYKKxlKKCCbZSG1hdqb+sLhMapXz8TLCVNvnu2bOnT5kkQLK5dLLN0v1p16hRo+jn2fWRxH9mjJCuA0uvIt077D6TxpFdM1ZXihXMNCLtGcHOxVJRAHzMpbQRZ5xxBi0/FfrEryiKEmZo4FcURQkzNPAriqKEGRr4FUVRwgwN/IqiKGFGUF098fHxmDJlCgBg69atPv8vbbTBHC3SRixMPWdpGKRzMVeA5JhgDoDy8nJal6UwkJbO5+fn+5Sx1AbS5husvcxhAnCXiZTCgDk0qquraV3WN+YwkVJnMAfRpk2baF12DGmzEdYuKQ0DG18bNwkbcynVCEtLIqV3SE1N9etcEtL1ldw+rWHXEeCbK0lOHTZvWFoDgM9RydXHjis5i9g4sPZKc5y56qS4xMqluc+QYkVb0Sd+RVGUMEMDv6IoSpihgV9RFCXM0MCvKIoSZgRV3HW5XC3LzVkueWkneSaoSQITE2LY0mhJWGHCmZQzngmQkpDEhGApFQQTs1h7JZGOjYGUKoAdQxLZmPAliU6snAlyUh/Y/gEshzsATJo0yadMEjtZu6Q2sPZKYiU7LhOHWX586bhM8AXkecNg11ISqBmsrjSXbMRwdn2knPNsbCRjA0MSgpmYbZPPn7VBuh/Y/S/NUSYEsxz9gHyvngp94lcURQkzNPAriqKEGRr4FUVRwgwN/IqiKGGGBn5FUZQwI6iuHm/YRhmSIs5UdWnpO0vFwFwIUhoG5uCRNvVgS/2ZGwXgThvJbZCQkOBTxhwAkmPCZrMR5jaQHATMZSL1gZWza8M2FQG4E0tyk7ANcWzcN9I4Sn1jsLnAxkvaqIfND+k6sHLJmcT6K91nrA/MYSK5b/zdQAiwcxaxsbHZXEUaG9Y3VldK2cDGS+ov25hIchayVB2SW1BKPXMq9IlfURQlzNDAryiKEmZo4FcURQkzNPAriqKEGUEVdxsaGlqEEpYvXdpJPjc316dMEneZWGiT8oGJM9ISedYHSaxkgpyNqMg+LwlJrL3S8n8bcZeVSyIqE8lYmZQDnom7TPQG+JhLS/pZf/3NQ38y/B1HyVTAhEKpDzZ53G3ETjZHmKgo7TnBro90nzKzgrQvAhNXpflsI96ztrHxkuKSDUwQl2IFG18pXkl7NpwKfeJXFEUJMzTwK4qihBka+BVFUcIMDfyKoihhhgZ+RVGUMCOorh7HcVqcDkxRZ5ugAMCePXt8yiSlnrkm/F2aDXBXgLQ8nDkLJCcGcyZI7gzmpGDOE8nVw5w2kjPJ3w1EpONKsLrs2kiOGrbpiuTqYY4HyZnE2iWNo40Lic0Rm81C2HyW5ii7d2yur+SeYePAyqTUGWyOS+kObMbWZsMTG9iYSWPDYPevFMMkBw+jrKzMp2zs2LG0rjTPT4U+8SuKooQZGvgVRVHCDA38iqIoYYYGfkVRlDAj6CkbmgUVtmRbylXOhBwmgABAr169fMqYaCQJtkzckXJeM+FKEvRYHySRjKWCYOMlfd5G0LMR2dj5WLukciZ85efn08+zcZSW/9vkzWd9kIwCNnnv/RXfbQRySbhjy/SlPSNYf6V0B6wPbGykucTq2qT0kOqyPkj3L0Oqy9rAxly6/1kqByklB5u72dnZtC6LK9L1VXFXURRF8QsN/IqiKGGGBn5FUZQwQwO/oihKmBH0zdabBS8mQPbp04d+hgkju3btonWnTZvmU2azKpK1SxKdmBjGhFmpXBJnbfKt+/t5qQ82KxVZH6S2slW2bMyLi4vp59nYSKsf2XFtVuNKc4G1wWa82OdtxF1pdWpWVpZP2cSJE2ldJrJLgjwTfVl/JfHfZpUv65skVLJj2BgQbK6vzd4dLCOA1C4mzj7xxBO07ujRo/06F6DirqIoiuInGvgVRVHCDA38iqIoYYYGfkVRlDBDA7+iKEqYEVRXjzGmRflnSrm0tJrlot6wYQOtO2DAAJ8y5haS1HdWLjkTWFoBybVhk1aAuRCYo0ZyK9ikO7DpL3ODSC4mdtxDhw75lFVWVtLPp6Sk+JRJzgY25pJzhY2NjVNHur6snJVJY8vKpf4y9822bdto3TFjxviU2cwF5hqxScMgzVGGlDqDXTPp+rZ3/wF2XOk6SOWM1atX+5RJ8U5KXcOQHEenQp/4FUVRwgwN/IqiKGGGBn5FUZQwQwO/oihKmBF0cbdZDGRCjrRh9NChQ33Kdu7cSeuuWbPGp2zq1Kk+ZUwEBuyWfDORq73LwwH/hWCbXPjSuVi5JECyujabpR8+fNinTNpAneU6l+aHTX8Z0jWzESbZNWPpLGw23Zaub3p6uk+ZJO7Gx8f7lLE9K6TjMgFT2nOCiZWS+M9EWCn9BzuudI+we9ImxQRrg7R/AeuD1K7t27f7lI0cOZLWtTFy2Mxzb/SJX1EUJczQwK8oihJmaOBXFEUJMzTwK4qihBka+BVFUcKMkG3EwtRvmxQE48aNo3W//vprnzLmAJKUfpYqQHIxMCQnBnMLSHXZ2NhsiMGUfulcDGmJO3PVHD16lNbNycnxKWMOkdTUVPp5KZUDw2ZsmWPJJkWFzRy12QSFuVGkMWBOqN69e9O6+fn5PmVbtmyhdQcPHuxTxlxBzP0D8OsgjReb45J7hh1DGpvq6mq/6zJXDrun2DEB7jyT5jNLwyDNO39TSbQHfeJXFEUJMzTwK4qihBka+BVFUcIMDfyKoihhRtDF3WaYgGGztFrKhT1+/HifsuLiYp+yAwcO0M/v37/fp0wSh9jSainXORONk5KSaF0mkrH+MnEK4OMoCbZMlLRJUXHkyBFal/Vh0KBBPmWSoMfKmdAoYZMOQ0orYJNPn2GTSoJdn5KSElqXjbkkuLJ87RUVFbQuM0GwOSbNu2PHjvmUSf3NyMjwKZPSd7C5b2NAkPLes2vJ7kkp1rC5xMYA4O2VjmtjCmhryoaQBX5FaSamqgrnLVmCQbt343h8PFYvWICCzMxQN0tRui36qkcJOXPfeAMNERH4x+9+hw+uvRZzX38dGUVFoW6WonRbNPArISWythbDt2zBmosuQl1MDPKGDsWBceNwOslmqChKYNDAr4SUXkVFaHC5UOb1zrcoMxO9iS6jKEpg0MCvhJSo2lq4W4lc7h49ECMIcoqitJ+Qibs2KQiYoi05MdjyauYWkJwNbLOQsrIyWpcdNzk5mdatqqryKSssLKR1a2pqfMrau4xbckGwcbTZqIO5MwC+dJ05fWoiIxFdU3OCUySyuhq1MTHifGgNGxvJ7cBcLtLmGTYpG1g5cwVJ14x9nrUVAEpLS33KpPuBXcvJkyfTusz9xlwyUgoTtsmM5HJjYyPNUebKsXHqSO21cc8w2H3K+gXw+ShdX+b2keaov5s2tUaf+JWQUpqeDldDA5K9xNz0vDwUpqWFsFWK0r3RwK+ElLroaOwdPx5nfvQRotxu9Dt4EMN37MAmsh5DUZTAoIFfCTkfL1yIyLo6/ODee3HxSy9h+cKFKBQWJCmK0n50AZcScmri4vDW9defWCisWlUUpf10WXGX5cKWjsuEMyZaAVywlUQntrw7TXg3zYRN6biSIObPMQGe2kBKD8HEP0mgthkbVs6Ed+k62oh/bLxsRDqbfQ2kNtgIzAw2H6Xc7uXl5T5lUhoFJoJKx2VzhKXOkO4dNo42+filPrC5IB2XtUESgtn1sdknhN1/0j3J5o0kyLM+SKlCbFKIeKNP/EpQSSguxswXXkDG/v3wREbi4OmnY80VV8Bp4wRWFMUefcevBJWZL7yAmp498coDD+Cte+9F3z17MHblylA3S1HCCg38SlDpWVyMg1OnwhMVheNJScgZNw4peXmhbpaihBUa+JWgsv3cczF0/XpE1NYirrQUA7ZvR46wf7I30sIYRVHs0cCvBJWCkSORnJeH626/HVfdeSeKBg1C1je+cdLPVFZW4v777xc3vVYUxY6girvGmBbVmynlkqrPlGtp0wamiNukfGDl0uYKrA2SS4Wp/TZpBdhyeBtXj3Qu1l8bR4x0zdjmNVEREbjgwQexd84cfHjPPYisqcHsZ57BnA8+wPbFi8Xj9uzZE5MmTcK7776L6667zsd5wdwo0lJ2ds2kDV7YXJLG3N9vJNJ1YMv/pXaxJf2S84SlJpF+gbK5y84luWQktw/D5v63ceow94zkfGFz32bDI3bNbVIoSMe1cYjZ3Kve6BO/EjRiqqqQcPQodp97LhqiouDu2RPZ8+ah94YNp/zspZdeivz8fGzcuDEILVWU7o0GfiVo1PbsiYr0dIz85BMYjwdRVVUY8K9/oXzw4FN+Njo6Gtdccw3eeustMWmeoij+oYFfCSor77gD/bZuxXduuw3fuusuOBER2HbjjX59tn///pg1axZeeeUVcSGVoiinRhdwKUGldNAgLL/77pafmXZxMubOnYvt27dj9erVmDVrFiorK1FdXY2BAwcGuqmK0m3pVCkbJAFDEq4YTJxh4o60wz0TfKQUCuwYUiBjx5AEan/FWUlotMkj72/Oe4CLd0zEBbhwxXL3S+IUG8eGhgZERUVh8eLFeOCBBzB27FgUFhbi66+/xq9+9asT6kqCHrtmUl50hvRNg42jv+lDACAlJcWnTBJhbcwK7DqwNAzSMdjYSPeOzbxj2Fh2bfbjkIRg1jZW16YPNuk/pLgi7R8QSPRVj9LlyMjIwPz58/H8888jJSUF+fn5oW6SonQpNPArXYqioiIsXboUEydORHx8PDZt2oTCwkJd4KUoFmjgV7oUSUlJcBwH9913H/r27Ys1a9YgNjYWR48eDXXTFKXLoIFf6XSc7J1qdHQ0LrvsMtx11104duwYPB4PKioqcOjQoSC2UFG6Nhr4lU7F2rVrcf/9959SUEtLS8PixYtx++23IzU1FYWFhYgpKcGZd9+NGLIZuaIo/yboKRua1W2bjVgYNrvZ22DTLuY8kdwGLK2AdFym9rN+2Sz5lpaSs3GUlt6z1BXFxcW0bmZmpk8Z61frPpx++ul4+umnsWHDBsyePfuE/2N9SE5OxgsvvAAAGP3XvyJ1506MfeMNHLzzTtoum/QfbMyleefv8n2WmgHgbhLJmcR+KUrOJOYWKvLa2N4bf3MhSe1iLjNpjttsTMSwcb7YjCO7p2xSyUiwcbBJwyCdq63rWdTHr3QqoqOjcdddd+FXv/oVxo0bJ+4W5c28Sy5BhFfgHPjuuxj47rvwREdj1UcfdWRzFaVLoq96lE7H8OHDcdFFF+Hhhx/2y0P9+TPPIH/OHHiavm15YmJw5Nxzse7llzu6qYrSJdHAr3RKFi5ciOrqanz44YenrOtOTUV9XBxcbjc80dFwud2oj4tDnR/fFhQlHNHAr3RKIiIi8MMf/hBLlixpWaD15ZdfiqtOo0tLkbNgAdY9+CByFixAtAq8iiISdHG3WaRgX+ElAZKVS8uw/RV3bZb0S6kRmLgrvZpggo0kfLFy1l6b3N/SuVimSykNAyuXRDYmcjORTBKnIiMjMWjQIFx55ZX429/+hvvuuw8rV65EXFwcTj/9dJ9jbPrNb1p+3nHbbUhLSwPLZs+upZSCwEaAZPORieTSvC0vL/cpk4RgNsckUwG77tK8YdeS9UH6vE27bEwUNvnpbe4J1t/2mk5s5ocE61sg0tl4o0/8Sqdm/vz5iI6OxtKlS9G7d28UFBSEukmK0uXRwK90WpYsWYJXX30Vt9xyC9566y1ER0dr4FeUAKCBX+m0zJkzB7m5ubjnnnswdepUrFu3TgO/ogQA9fErnZaMjAz8x3/8B/bs2YNnnnkGZWVlorirKIr/hEzctYEJGDar8ZhIV1VVRT/PRFhJMGKCi81KuvauxmtvLn0ANLkZExoBPo7ShuBMmLTJoOl9HTMzM3H33Xfjs88+w/vvvw9TUIBZDz+Mz267DTXJyVSkkwRbtsJVEu9t8umzcrbRuZRMLi8vz6eMrZQG+Hy02ei8o4RGNl42QnAgVuOze0r6PDMb2IjhrA/S/GDHOJmxoTXSvhVtXbmrr3qULoExBmeddRbuu+8+TFi6FBl79uC0pUtD3SxF6ZLoqx6ly3D1TTch0uvpftSnn2LUp5/CExWFJc88E7qGKUoXQ5/4lS7D0j//GQdmzkR906uZ+uhoHJg5E289+GBoG6YoXQwN/EqX4XhyMup69EBEXR3qo6IQUVeHuthY1CQnh7ppitKl0Fc9Speix7Fj2D13LvbNmYPh//oXYsnKY0VRTk7IAj9TuSWXir/qu4SN+4YtMbdZBm6j6tvUZf2V8oSz45aUlNC6zBEjpQpITEyk5Yzc3FyfMuY8kZwcrK7jONgyZ07jD2VlWDlpEgAgYe9en7qSa6tXr14+ZWlpabSuTUoOZjNlaw6YewcA3UFMumZsLkj5+JljSXIxsT0jmJtEGgN2T0lzySbnPCuX6trcqywusONKLijWXymFCTuudB3Y9ZWOK7nXToW+6lEURQkzNPAriqKEGRr4FUVRwgwN/IqiKGFG0MXdZuGCiXo2YqckbDLBhgkjNkKyzZJxG3FJqutvPn4pbw0rl9IwMBFUEgrZpuTSdcjKyvIpY8Km1AfWLiktAdvEffTo0bTu4MGDfcrYngQAF7Ola8bay9IzsHEBgO3bt/v1eYD3l22qDjRuRt8aScxOT0/3KWMCpCR2srlgk+5Eus/8vR9s6zKBmfUtEDn2bfaisDGz6GbrSgsjly/HsM8/R3JODrJmzMAXt9wCAHDV12P+iy+id04OkkpL8eqtt2Jn794hbq2iKMFGX/V0Q44nJ2PrpZdi/+zZPv+XO2QIli1ahEpiVVQUJTzQJ/5uSM7UqQCA1IMHEeflBW+IjMSmpl8GjsU6CEVRuhd69yuKooQZGvgVRVHCjKBvxNKs3DOHhqRcM5eJ5AZhx7DZid5mIwbmTLLZaEZS5Fl5UVGRT5nkqGkeG7fbjaj6elRUVPgsnXccB263m/aXOUEA7uqRxiYjI8On7MCBAz5lgdhKkW1YIrmYWBqEgQMH0rrMPSPNJTafWd/YGADcWSTdDzZzjDlXWL8Anq6E9ZfVA/j9IPWBOXhsUkFIqT7Y2Ehz1GbTFgZzC9psriSNjc1mUFIMOBX6jl9RFKWD+caqVRj31VdIy8/HrkmT8OFVVwEAMg4cwLR33kFadjYclwt5I0di0/XX43gHZ5zVwN8NMR4PXA0NME1/IurqYDweOBERiKivB5qerCI8HkTU1cETGQlYrD9QFMWOyqQkrDv3XAzavfuEzYRiqqux46yzkDN2LJyICJz1yiuY+fjj+PSuuzq0PRr4uyGTly3D1Pffb/l51Pr1+HzuXHw+bx5u+ctfkNz0WuHqpl2rHvrJT1BOslYqihIY9k2YAADonZODBK/XkDnjx59Qb9s55+Cbf/lLh7dHA3835KuLL8ZXF198QllpaSkA4JFWTxI2G6AritKx9N27F2WZmR1+nqAG/oaGhhaRkS1xZ+IhwAUXSRjxV8iVdq1nx5VEWCa4SIGUiTBSG9hxmXhYXV3t97mkdsXHx/uUSeIuE/WkPgwbNsynrPmXjz/YiFYVFRU+ZUzwBYCdO3f69XmA56eX8qKzY7CUC9Iyf5ZyQdr/gO0pIKVsYHsKsGsOyNeyNVIOeHafSukwbETU9qZGkGKCv2K0jTgszdvm4xpjYIyBy+Xy+XzK4cOY/P77WPnTn/qcU+pDW8VdtXMqiqKEmMTCQlz40EP44sorUTRqVIefTwO/oihKCEk4ehTz//IXbFqwAPtmzgzKOfUdv6IoSgfj7bRzeTntYo8dw4I//xnb58zBzrPPDlp7NPAriqJ0MNOXL8fMjz5q+XnMhg3YcPHFgDFILC7G5HfeweR33mn5/yVPPNGh7dHAH+bk5uZiz549mNO8ibmiKAFn7YUXYu2FF55Q1mxm2XjJJSeUSyurA0lQA7/jOC0qNHPKSMo1c1JIO9Qzd4WNUs+QXD1M1bdxG0nHtdlMgsGOKzl10tPT8Y9//APz5s1rSbMguUlslrizyTt9+nSfstTUVPr5/Px8nzLJfWOzSQ1zQRQXF/tdV+ovm6PMPZNpYdWTrtmAAQN8yph7B+DzXEq5wPrGPi/dO+yaS9eMuX2kecfuHRv3nA3MPWfj6mvv5kpSueQmk+LNqVBxN8xJTEzE+eefjzfeeCPUTVEUJUho4Fdw0UUXYcuWLcjJyQl1UxRFCQIa+BXExcXhkksuwWuvvRbqpiiKEgQ08CsAgHPPPRcHDx7E3r17AQBLlixp80bOiqK0nYKCAp806oEm6K6e5mDChCRJsGFLtqXl5Uy4sglg7c2xL4k7NmKyv/lzJIGbtVcSzrzLFy1ahDfffBOzZ8/G66+/jquvvvoEwc5GdDrVuZrp27cvrWtzXHaT2OQgksaRCWeSuMvSO7B5J81b1l8p3QFLmWAj/vXv35/WZbC9MCQBlZVLaVjYvgg296lNnn9pbNi8YXWlucREZ2l+2MSQTz/9FHV1dbj22mtPei5ATttyKvSJX4Hb7cZXX32FefPmobi4GBs2bEBkZKRV8FUUJTBceOGFWL16teg2CwQa+BXU19fjueeew5/+9CdcfvnleOKJJxAZGdlua5yiKPYkJSVh7ty5+Oc//9lh59DAryAuLg5//vOfkZGRgZdffhkVFRXweDwa+BUlRMyfPx+bNm1CXl5ehxxfA78CoPHd880334zbb78dFRUVqKiosEqHqyhK4IiPj8f8+fPx+uuvA2jUP6RU421BA79yApMnT8bTTz+N0aNHo5fbjUk//jGiiRCnKErHct5552Hfvn04ePAgdu/ejScCmL8nZCkbmMtFUvWZyCip+v6q55JwydRz6Zg2fegIJAcBc6lIS/qZGyUqKgpPP/00Bv/pT0jauhXDXnwRWT/7GR0bya3ExpdtviOlVmDfNiQHAzuX5CZh/ZXmEruW0jiy12KVlZU+ZdK3KOaekeqyDV4k2ByRxpGliGBjK90PrC5LgQDwMS8qKqJ1WeoLqQ3MgSPdk/5uxCJZK5lDyyYNg+QWam5vVFRUy/qaCy+8ELW1tT6faWvKBk3Spvgw7eyz4fIKOn3++U/0+ec/0RAdjXUrVoSuYYoSJqxevRrr1q3D4sWLsWzZMuTm5gZUc9NXPYoPm954A0Xnnw9P05oIT0wMii64ABs1n4+iBIUZM2Zg8ODB+M///E9MnjwZK1euDOj+2PrEr/hQl5YGT3w8XG43GqKj4XK74YmLQ52QSVNRlMASERGBhQsXYty4cXjsscdQWVkpvr5sC/rEr1CiS0pw5LLLsO2JJ3DksstU4FWUEDBq1Cj8/ve/x4ABA1BVVYXYsjJc9D//g9jy8nYdN6hP/MaYFpHDX2FFor1pGCRYG6Tl0qwNUh9YG6R2sWOwulK7mBgm5WBnwlV9fT02//a3LT8fvf325sp+tRXgAmJBQYFPWbkwgW2EYCacSWPDRFTpOrA+SGkU/M3dL4nhKSkpPmXS2DDxXhIgWd3S0lJal80blk+f1ZOQTBTs3mHXBrDby8Lfz0ttY3PJJse+dC42F6S6rcvj4uLw85//HBUVFfjG22+jz969+Mbbb2PNtde2+fWPvupRFEXp5Fz/gx8g0usX1ZgVKzBmxQrUR0biyb/9zfp4+qpHURSlk/Pqf/0X9k2fjvqmb3D10dHYN306XvrjH9t0PA38iqIonZzjycmo69EDEXV1qI+KQkRdHepiY3GcrEvxB33VoyiK0gWIPXYMO88+G7vPPhujVq5EXDsE3qCv3G0WI5joFAjBhgkxTHiTzsVW40krKJmgJomoTDSS2sD6xoQom3NJKyiZeCfl7mdilrSohAmILNeIlH+EjY20KpKJglJ/2fyQxEqblbt79uzxKRsxYoRPmSSssmvOVhkDXHSW8vyzutLKX3YMJqhLm8AzAZOtXgb42LJN5AEuqEv9ZddXihXsGDYGE3Zc6fM2ufuluPDJbbe1/PuLplz9ThtTp+urHkVRlDBDA7+iKEqYoYFfURQlzNDAryiKEmZo4FcURQkzgurqaWhoaHEZMEeKjcptk6KUfV5S+m3yeTO3j1TXxsUkta01knMlPz/fr/MD3PVRIuTlYY4WaUk+SzfAHCKSyyU2NtanzGZfBMmpw/pr4+SQ2sD6xuao1C7mbpKScrF0FtJcYv2V7h3WN9Yvad7ZpDtgbh9pLjHXlpSigtWV3G/snpDawLBJl2Czd4e/9z8gOw5PhT7xK4qihBka+BVFUcIMDfyKoihhhgZ+RVGUMCOo4q7H42kRsZiwIglf/m6gLsGWZgdiG7P2ijs2dZnIJglRTHyTBD1WLuW97927t0+ZNAbsGKxM2vjbZv8Bmw3BWRtsxLTDhw/TciZ8s/0HpDQMDOmasfZKYicbG+m4zFzB6kqCImuXdB1YXUnoTyU7v0nCaL9+/fyu66+RQ/o8u0+l/toYTFi8kgR1FXcVRVEUv9DAryiKEmZo4FcURQkzNPAriqKEGRr4FUVRwoygp2xoXm7OHDzS0mq2fF9aZu/vkmtpIwem9Et1Wbl0fuaYkNIoMIcGc4gwtwMA5Obm+pSxZf4AH3PJacOcCT169KB12QYvrA2SK4g5PKQUBuxcffr0oXVZG6SxYUjuGbY5CXPEsFQWAE81ILWLjZnk1GHz0cblwtxKxcXF9PPMYSLNcYaUsoX1TZo36enpPmVSXPF3HKVYw1w9Uh9sHIBsHCVXj3Svngp94lcURQkzNPAriqKEGRr4FUVRwgwN/IqiKGFGUMVdx3FaRAqWf1xawszEFUno83cZtiQ6MWFFahc7hiS2MBFUEo2YeMaOK6WBKCws9OuYUruY0AgABw4c8CkbOHAgrVtWVuZTZrMUnaVWkEQ6JnxLgjwTO6Xra5NmQxJ9WyPND5vUCEwgthEVpf76K3KzexfgOfaldrF5Z2N2kGBCv2RAYGNuk1qBYbNnhDQX2DhKdaX751ToE7+iKEqYoYFfURQlzNDAryiKEmZo4FcURQkzNPAriqKEGUF19QD/VvmLiop8/o+p2QBX9dnSbO/je8OUdkkNZ04bSVGXHAsM5lhgzheAjw0bA8ntwFI2SGPLXBBjx46ldZnrQ3K+MDcJS73hb4oNQO4vc12wfgHc7SM5gFi6Aqm9LAUJm0tSu1gfJNcXc6NI15fVlTY8Yn1jqTOkMWB9k+4Rdv9J/WXpMPLy8mjdvXv3+pSx6whw1xTrm+QmY3NfcmKxOSbNBVYuHVe67qdCn/gVRVHCDA38iqIoYYYGfkVRlDBDA7+iKEqYEVRx1xjTIvYwsULKKc7EVakuE1F69+7t9+eZECQJK0w0lgQqJnaWlJTQukePHvXr85IoyURjSaBmbTh48CCty/orjQ1bJm+T954JapIYxsaGpXwAeHtTUlJoXSaCMoFaOq5NqgE2tpL4b3NcNh9tBEEmwkrGCHZ9bHLhS/1iY5uRkeF3G/bv30/rsmOwNkhznKWNke4zVle6/22Eb5u54E3QXT2K0tl46Z13Tvg52uPBB0OG4O3zzgtRixSlY9HAr4Q9iy65pOXfPerr8dSyZViTmRnCFilKx6Lv+BXFi5l5eSiPicEOYVtLRekOaOBXFC/mZGdjxYABgEVKZkXpamjgV5Qm0qurMba4GP8S9hhQlO5CyFw9DLYJAmC3kzxTxNmSb8n1wZAcQGx5t7SZBHNSSJujMLWfuUmkz7MxkJbZ22wQYVOXOWJYGXN32NZl80bqL0uN0DxeZx08iB29eiEnMhKorcWRI0d86kpOKtY25gaR+mCz2QdzTEntYq4aae4zhwhzG0mbILF7W7oOrL2SA4jVlTY8YfdqdnY2rcvuVeY8k+5pNu/YJjkAkJSU5FMmuXps3IKS4+hU6BO/ojQxLzcXH6uoq4QBGvgVBcCY0lKk1tZiVd++oW6KonQ4GvgVBY1P+2t698Zxi4yritJV0VmuKAD+Nn58qJugKEEjqIHfcZwW8YUJGJLoJC1dZzAR5NChQz5lkmDDRDZJsGEilySyFRYW+lUGcJGNCavSuMTFxfmUJSYm0rqZ5J02E8MBLjBLy/eZOMvSYRw7dox+nomCkqDHxlzKwc7aJfWXzSVJZGPCpI0oaSPususuLd232QPB3/uMictSG1j6Eamu1C4mYErjyMRZSTRm/fU3Rz/A+yDdD+y4UuoM1l6bVDD+oK96FEVRwgwN/IqiKGGGBn5FUZQwQwO/oviBx+Np82IZRelsaOBXFD/Izs7GK6+80mYxTVE6E0F19dTV1SEvLw8AV6ml1AilpaU+ZZJ7hjkOcnJyfMokpZ99XnJMSEo7gx1D2piE9Y09bUpPoH3JIiRWBnDXh5Q6g7lfmNsI4O4Z5iySUj4wt4/k5GDXslevXrQuawNrK3Bi3yZMmIA9e/Zg9+7duOyyy3zqsnQFbC5J48WupTQ2rA/SHGVuIen6srQCrK7k6mHnkhxTBQUFPmWSy4Xd/1LqF+bWk/rL5hiLQVKsYP2VYgJzLEoOIPZwYTPm/qBP/IriB8YYfPe738XKlSvFHZ0UpauggV9R/CQ5ORnXXHMNnnjiCfFpTVG6Ahr4FcWCqVOnYsiQIXj99ddD3RRFaTMa+BXFkmuuuQYbN27E9u3bAQDr169HUVFRiFulKP4TVHHX4/G0LJNmIowk3rG60pJ8SSBqjbQMe9euXT5lKSkptC4T1CTXBxNRbfrA2isJSSwNw/Dhw2ldm1z2TFSUxEoGE6ikMUhLS/Mpk4QsJvSx8Qa4kCuJd1LKhrS0NPz4xz/GX//6Vzz00EM4cOAAXC4XRo4cSY/jDyfbp6I1NmNusycAu/9Y+g+b8ZL6xeaYlMLERnBl55OMIEw8Z/eDNF7tdXhJZhZ2zaR7XRKuT4U+8StKG5g0aRKmTZuGxx57DH379m1xqylKV0ADv6JY8tZbb+GBBx7AggULsHfvXpSXlyM/Pz/UzVIUv9HAryiWnH/++ejTpw9+8YtfYMSIEVi+fDkOHz4c6mYpit9o4FcUS2JjY7Fo0SI89NBDiImJgdvtRl5eXpvftypKsAl6Pv5mQYStZJNEGJsVn0wYZeKwtBKO5eiW6jKBSlqNO3jwYJ8yaXWpv+KOJIwyQU6qywQ9STyUrg+DCV8n2+jcH6Tzsz5Iq5pZGySRjY25d3CPjIzEddddh1mzZuHZZ59F7aFDOPuRR7D6jjtQk5xsJf6xNkh9YOXSXhasDdKYs+tusyk6O5e0MXtqaqpPmSQEs7GR+sDmvgQzZ7AyaWU3K5fikjTHGOz6SvuHtBXdgUtR2sngwYPxu9/9Dt946imk796N8W++ia9uvDHUzVJCQKTHg1u3bsXE4mIkuN0oiI/Hc6NHYz35RRdKNPArSju56sYbEen17W/Exx9jxMcfoz4qCq889VQIW6YEmwjHQXFsLO4+4wwUxcZicmEhfrZhA35w1lkotPg20tHoO35FaSdvPfAAss44A/VNX8fro6Nx8MwzsfSBB0LcMiXY1EZG4uVRo1AYFwfHGHzVuzcK4+IwQthiNFRo4FeUdnI8ORl1sbGIqKtDfVRU49+xsagRMlMq4UNybS36VVXhkKB1hAp91aMoAaDHsWPYO28e9s+bh2GffILY8vJQN0kJMRENDfjpxo34tH9/HA7nwO9yuVocMkyVl5Rv5iKwcTHYuCuYU4fl7ZaQzsWOK7lnmILPxkZyTNi4b5jbx2ZJvgS7vqxMyiPv73J6gLuupPQf7BhSXYZ0zV75znda/r3t/PMBALVZWX6fy2Zs2TGk+4Ed1+Z+YE4b6Tqwcpu8+cy9BwDFxcU+ZVIf2NyvqKigddk42rhnmPum+ZjGcfCTjRvhiYjAE9/4BhrI3Le55tKY2xzDG33iV7oFqYWFOP+tt9A7NxfH4+Ox8uKLsXf8+FA3SwlHHAe3bdqE5Npa/GHmTHjaGJw7ks7XIkWxxHg8uPy557Bv9Gj83z334IOFCzH/5ZfRSzNmKiHg+5s3o39FBe6bMQNui2+TwUSf+JUuT2pRERIqKvDlWWcBxuDQsGHIGzwYYzduxOoLLgh185QwIr26GhdkZcHtcuGpZctayh8aOxb/6tcvhC07EQ38SrclnezrqigdSVFcHC771rd8yiUNJlQEPfA3i2NMWJGECiYASnn3meDCxD9JLGGikc1m65L4x1JBSJOBCbmsvWxzbIAvJZfaxYRcaYl6e3OVs35J7WLnktJhZMXEoDIuDhOXL8fqqVMx9NAh9N+/HwcHD0Z5K3cNE9mlZfZs+b80NmyOsPZK844J9ZLIzua4lN7B3xz7UttsxHB2faU9FNjcl8wKzBQg3Tvs+koCM7tm7J6WTCc2+yKcKv3Hqcql62tj5PCmSzzxX3LoEM7NzcWQigqs6NsXD5x2WqibpHQiGiIi8MLll+OSjz7C2V98gcN9+2Lb2LHwdNL3q4oSarpE4D8aE4NXhg3D5OJiRLdz1xule1KQkYHHr7225efvP/ccNukDgqJQukTgX9OnDwBgRHk50jTwK4Q+hYUoTkmBcRxM37gRPSsrsVEDv6JQukTgV5RT8Y1t2zB182a4PB5kDRiApxctgsdiH1tFCSf0zlC6BR/MnYsP5s5t+bmtKxoVpaM5evQocnNzMW7cOCuBOJAEfSOWZsWauT6YIg/8+yY2xgDGwBgj3thM/ZaO6y/Spg82S99ZXUmp93cnJ8mdwVxM0gRjrgubFAbS2LZ3QjMnhnQdmMNLcpOwdhUJC7369+/v1+cB7vxgc7S1y6gZybHEYG4fmxQVkluIpStgfbA5lzQ/WBoF6ZplZmb6lB09epTWLSws9ClLFpLlMWeQtOkSwyatiPfYJiUlYceOHSgoKKB9s3loaet9po9FiqIoQcTlcmHChAnYtWtXyPz9XSLwuxoaEOXxwOU4iHAcRHk8iBCeDhRFUTo7iYmJGDx4MLZu3Sp+0+lIusQ7/qv378c1+/a1/Dw3Lw9PDxyIZ8g+toqiKF2BoUOHorCwEIcOHaJ7cnckXSLwvzhiBF4cMeKEMpt3ooqSk5ODtLQ0q824FaUjMcbgtNNOwxdffIG0tDQkJCTg2LFjiIiIaPOKXH8JeuBvFsFsliWzr0L+CqAAF4KkdAdswCURl/3ysRFmpLodofRLghwrl8bWpl3+Xh+pHrvmklDIRLbWZYcOHcLGjRtx3nnn+fRDEo3Z9ZX2ZmD7GjABU7rmpaWlPmXS2LC89dIvNHZ9pVcLTFBn7ZX6wNoribBMYJbus5SUFJ+y3NxcWjc9Pd2njOXzB/h8tpnjrK7UB1a3oaEBsbGxGDFiBDZv3ozp06cjKysLSUlJPsYC6RdBW91rXeIdv6K0l1GjRqGmpgZ79+4NdVMU5QT69++P6OhoHDhwAHFxcWLuqECigV8JC1wuF6ZNm4ZNmzaJOzIpSrApKChAdnY2xowZg5ycHABy0sBAooFfCRsSExMxYcIErFq1yupVoaJ0FD179kRRURE2bNiAvn37IicnRwO/DaGwRCldjzFjxsDlcmHHjh2hboqiID4+HlOmTMGYMWNw9OhR1NfXo6qqqsPjWbcJ/Nu3b6cCmaJ4Y4zBmWee2TJfHMfB559/rg8OSkhJS0vDGWecgeHDhyMiIgJJx4/j/i+/RC/BeNBegurqaWhoaHFQsBtNUsSZ26f18vIBAwZg9+7dmDBhgo87gbk2bNI4SNZRm40nmGNCcmKwcWDuDGmDGPZVUdpMwsZdxepKKw/ZOLCUAFL6AHZ92OcB7pg4md03ISEBkydPxqpVqzB//ny43W44joPY2NgT6jEHjzTm7Prk5eX5lI1oZUtuhjlPpA1E2PyQ+turVy+fMmkc/U1XIM0lNm8kVw9zqdikFZHuHTYO0nHZtWR1pXFhc9RmwxR2P/Xt2xcDBgzAdTt3YnxpKRbt34+/jRkjXrO2unq6hI/fH3r16oX09HRkZWVh+PDhoW6O0ompqKjA0KFDkZOTg82bNyM+Ph6VlZXq8VdCzrKVKxHj9Qvh0sOHcenhw3C7XLhm4cKAnafbvOoBgMGDB6Oqqkp8ylAUAFi7di0++OADDB8+HPv370dkZKS4laeiBJNrZszAJ336oKbpSb7G5cInffrgtvnzA3qebhX4IyIiMGzYMGRlZYlfuRTl3HPPxejRo7F+/XrEx8ejuLhYXJilKMGkJCYG1RERiG5oQK3LheiGBlRFRqLMImuoP3SrwA80vr/t3bs3Dhw40JIGWkVfxRtjDIYOHYpvfetbGDhwIDweDwoKCpB8/DjuXbECycJ7fEUJBr3cbrzbvz9+NG0a3u3fHykdIPAG/R1/szDFhBFJNLJJ2WCMQWZmJrZv347CwkKkpqYiJyfHR1yRhDMmNkqvAWyEFRsxi4nRrYVHQBao2dMr+zzAxSiWfgCwy9MfHx/v1+elpejsfTtbjg/weSMdt3V/p02bhiFDhqCsrAxX7d2LMcXFuGrPHjw3Ywa9vlJ6BybOsoVi0jfRoUOH+pRt376d1mX0adqetDVM3JWuI5uPrK60fwETVm3SnUjCORNXWb8AHiskXzy7J1hd6T63SWfB5o0Ug+6bMqXl34829TNJqNtWN1q3EXe9cblcGD58OLZv396S18Tj8VgFLiV8eGnpUkR7Bah5e/Zg3p49cEdE4JbrrgthyxSlY+h2r3oaGhqwe/du1NbWIjMzEwcOHEBkZGS7d+FSui93XnYZ1gwZgtqmB4PaiAisGTIEd11+eYhbpigdQ7d74ne5XC22zpiYmJavQnV1dVbbqinhQ3lcHGqiohDl8cAdEYEojwfHo6JwTO2dSjel2wV+oDGNa3JyMgoLC3H48GHU19fj+PHj4rtrRUmsqcGno0ZhxYgROGfvXiSHaEs8RQkG3TLwA41P/n369EFaWhp27twJAEivr8eDBQX4UZ8+4DKyEq789ZxzWv79/PTpALrhe1BFaSKogb/ZXglwJ4bk6mHqt1SXlQ8bNgwA8KPDhzGlpgY/PnYMvxO+xjO3ENv4AgAKCwt9yqTXSUxYlhweTI9gLhfp88wxIS1qKy8v9ynLyMigdZljQXIVsK3k2LWRUjaway6di5VLTqysrCy/ygDu+pDmHdsYhG0gkp2dTT8/bdo0n7LWm3E0w9w3vXv3pnVTU1N9yiSnDXNCsbkopYdgc0m6vuwYkvuGuX2k47IUIgkJCX7XtekvmwuSU4fdO5Krj8UQGyeWP3TbJ35v1m/dihiv4HBlSQmuLClBjTGYPGZMCFumKIoSfMLi2+z80aPxXnIyjjf9djxuDN5JTMQFQsIsRVGU7kxYBP7iqChUuVyIcRzUGIMYx0FlRASKha9liqIo3ZmwiXwp9fV4NTUVb6Sk4PKSEqRpLh9FUcIUE8wNKKZMmeJ89dVXQTufoihKOGOM2eA4zpTW5WHxqkdRFEX5N0F94jfGFAE4FLQTKoqihDeDHMfxyW4Y1MCvKIqihB591aMoihJmaOBXFEUJMzTwK4qihBka+BVFUcIMDfyKoihhhgZ+RVGUMEMDv6IoSpihgV9RFCXM0MCvKIoSZvx/cnKBA76aC0YAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "image = X[4,:].reshape(1,-1)\n", + "\n", + "plot_gallery('unconstrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", + "\n", + "plt.plot(xTopUnc, yTopUnc,'*r')\n", + "for ind,i in enumerate(range(len(xTopUnc))):\n", + " plt.annotate(f\"{str(ind)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", + " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", + "\n", + "\n", + "plot_gallery('Predetermined', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", + "\n", + "plt.plot(xPredetermined, yPredetermined,'*r')\n", + "plt.scatter(predetermined_sensorsx, predetermined_sensorsy, color = 'b')\n", + "plt.xlim([0,64])\n", + "plt.ylim([64,0])\n", + "for ind,i in enumerate(range(len(xPredetermined))):\n", + " plt.annotate(f\"{str(ind)}\",(xPredetermined[i],yPredetermined[i]),xycoords='data',\n", + " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Reconstruct image from test set using sensors placed via predetermined optimizer" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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YYy4KdqjNQqytrcU111wT11xzzcXOijHGGGPMRcUx1MYYY4wxxiyBHWpjjDHGGGOWwA61McYYY4wxS2CH2hhjjDHGmCWwQ22MMcYYY8wS2KE2xhhjjDFmCexQG2OMMcYYswR2qI0xxhhjjFkCO9TGGGOMMcYsgR1qY4wxxhhjlsAOtTHGGGOMMUtgh9oYY4wxxpglsENtjDHGGGPMEtihNsYYY4wxZgnsUBtjjDHGGLMEdqiNMcYYY4xZAjvUxhhjjDHGLIEdamOMMcYYY5bADrUxxhhjjDFLYIfaGGOMMcaYJbBDbYwxxhhjzBLYoTbGGGOMMWYJ7FAbY4wxxhizBHaojTHGGGOMWQI71MYYY4wxxiyBHWpjjDHGGGOWwA61McYYY4wxS2CH2hhjjDHGmCWwQ22MMcYYY8wS2KE2xhhjjDFmCexQG2OMMcYYswR2qI0xxhhjjFkCO9TGGGOMMcYsgR1qY4wxxhhjlsAOtTHGGGOMMUtgh9oYY4wxxpglsENtjDHGGGPMEtihNsYYY4wxZgnsUBtjjDHGGLMEdqiNMcYYY4xZAjvUxhhjjDHGLIEdamOMMcYYY5bADrUxxhhjjDFLYIfaGGOMMcaYJbBDbYwxxhhjzBLYoTbGGGOMMWYJ7FAbY4wxxhizBHaojTHGGGOMWQI71MYYY4wxxiyBHWpjjDHGGGOWwA61McYYY4wxS2CH2hhjjDHGmCWwQ22MMcYYY8wS2KE2xhhjjDFmCboXOwMPFEajUdxxxx1xxx13RKfTicsuuyzOnDkTpZSLnTVjjDHGGLMEdqjvIQaDQbzlLW+J3/md34nV1dV4yUteEl/wBV8Q3a5vgTHGGGPMfRmHfNxD7OzsxJ//+Z/Hb/zGb8RrX/va+Ku/+qsYjUYXO1vGGGOMMWZJLI/eQ3S73XjYwx4WT3rSk2J9fT2uvPJKh3sYY4wxxtwPsEN9D7G6uhrPec5z4nGPe1ysrKzEox/9aId7GGOMMcbcD7BHdw/R7XbjMY95TDzmMY+52FkxxhhjjDHHiB3qC8hoNIqPfOQj8YEPfCBGo1FcddVV8ahHPSpWVlYudtaMMcYYY8wxYYf6ArK7uxt/+Id/GD/7sz8bOzs78fKXvzy++qu/OjY2Ni521owxxhhjzDHhVT4uIE3TxK233hrvec974uabb46Pfexjsbe3d7GzZYwxxhhjjhEr1BeQTqcTn/qpnxovfvGLYzgcxnXXXRe9Xu9iZ8sYY4wxxhwjdqgvIN1uN57xjGfE4x//+GiaJi699NLo9/sXO1vGGGOMMeYYsUN9ASmlxCWXXBKXXHLJxc6KMcYYY4y5QDiG2hhjjDHGmCWwQ22MMcYYY8wS2KE2xhhjjDFmCexQG2OMMcYYswR2qI0xxhhjjFkCO9TGGGOMMcYsgR1qY4wxxhhjlsAOtTHGGGOMMUtgh9oYY4wxxpglsENtjDHGGGPMEtihNsYYY4wxZgnsUBtjjDHGGLMEdqiNMcYYY4xZAjvUxhhjjDHGLEH3Ymfg3sTe3l586EMfiltuuSVWVlbi0Y9+dDz84Q+PUsrFzpoxxhhjjLmXYoea2N7ejje96U3xK7/yK7G2thaveMUr4iUveUn0er2LnTVjjDHGGHMvxSEfxO7ubnz0ox+NG2+8MW666aa49dZbo2mai50tcwHwfTXGGGPMcWGFmuj1evGEJzwhXvKSl8Tq6mo89rGPjU7HfY77E+fPn48/+7M/i1tuuSXOnDkTn/ZpnxYPfehDL3a2jDHGGHMfxg41sba2Fp//+Z8fT3rSk6LT6cRll10WKysrFztb5hi5/fbb49d//dfjda97XTz+8Y+Pb//2b7dDbYwxxpilsENNdDqduPzyy+Pyyy+/2FkxF4jhcBi33npr/M3f/E2cPHkyNjc3L3aWjDHGGHMfxw61eUBx+vTpePaznx0nT56Mhz/84fHIRz7yYmfJGGOMMfdx7FCbBxSXXnppvPjFL47nPe950e124/Tp0xc7S8YYY4y5j2OH2jygWFlZiUsuuSQuueSSi50VY4wxxtxP8BIWxhhjjDHGLIEdamOMMcYYY5bADrUxxhhjjDFLYIfaGGOMMcaYJbBDbYwxxhhjzBLYoTbGGGOMMWYJ7FAbY4wxxhizBHaojTHGGGOMWQI71MYYY4wxxiyBHWpjjDHGGGOWwA61McYYY4wxS2CH2hhjjDHGmCWwQ22MMcYYY8wS2KE2xhhjjDFmCexQG2OMMcYYswR2qI0xxhhjjFkCO9TGGGOMMcYsgR1qY4wxxhhjlsAOtTHGGGOMMUtgh9oYY4wxxpglsENtjDHGGGPMEtihNsYYY4wxZgnsUBtjjDHGGLMEdqiNMcYYY4xZAjvUxhhjjDHGLIEdamOMMcYYY5bADrUxxhhjjDFLYIfaGGOMMcaYJehe7AyY+bjjjjvi4x//eAyHw3jQgx4UV155ZXS7vo3GGGOMMRcLe2L3IUajUbz73e+OX/zFX4w77rgjvuiLvihe9rKXxZkzZy521owxxhhjHrDYob4P0TRNfOQjH4m3vvWt8fGPfzyuuuqqGAwGFztbxhhjjDEPaOxQ34copcRDHvKQeMYznhG33XZbXH311dHv9y92towxxhhjHtDYob4P0el04slPfnJcccUVsbOzEw95yEPixIkTFztbxhhjjDEPaOxQ38e44oor4oorrrjY2TDGGGOMMQd42TxjjDHGGGOWwA61McYYY4wxS2CH2hhjjDHGmCWwQ22MMcYYY8wS2KE2xhhjjDFmCexQG2OMMcYYswR2qI0xxhhjjFkCO9TGGGOMMcYsgV/sYu73NE0Tm5ubsb29HZ1OJzY2NmJ1dfViZ8sYY4wx9xPsUJv7PefOnYs3v/nN8a53vSvOnDkTX/iFXxhPetKTopRysbNmjDHGmPsBdqjN/Z7Nzc14+9vfHj/zMz8TD3vYw+Kqq66Kz/zMz7RDbYwxxphjwQ71vYidnZ248847Y3NzM9bW1uLSSy91aMIx0Ol04vTp0/HgBz84rrjiilhfX7/YWTLGGGPM/Qg71PciPv7xj8dv/MZvxM033xyPf/zj48u//MvjcY973MXO1n2ekydPxhd90RfFYx/72NjY2IhP//RPj07H83GNMcYYczzYob4Xcccdd8Rb3/rWeP3rXx/Petaz4nM/93PtUB8D6+vr8dSnPjWe8pSnRCnFoR7GGGOMOVbuUYd6Z2cn/vZv/zbuuOOOWFtbi4c+9KFx6tSpezIL92rW1tbikY98ZDzxiU+MRz/60bGxsXGxs3S/oZQSKysrFzsbxhhjjLkfco861Lfffnv86q/+arz97W+Pq666Kl7+8pfHU5/61HsyC/dqHvrQh8bXfu3XxvOe97y4/PLL45GPfOTFzpIxxhhjjJnCPepQnz9/Pm666ab4rd/6rfiMz/iMeM5znnNPXv5ez+nTp+NpT3vaxc6GMcYYY4yZA8/MMsYYY4wxZglK0zSzH1zKJyLiQxcuO8ZcNB7VNM0VFzsT9yb8vBtjjDETVH2FuRxqY4wxxhhjzCQO+TDGGGOMMWYJ7FAbY4wxxhizBHaojTHGGGOMWQI71MYYY4wxxiyBHWpjjDHGGGOWwA61McYYY4wxS2CH2hhjjDHGmCWwQ22MMcYYY8wS2KE2xhhjjDFmCexQG2OMMcYYswR2qI0xxhhjjFkCO9TGGGOMMcYsgR1qY4wxxhhjlsAOtTHGGGOMMUtgh3oGSikfLKXslFIeJNtvKqU0pZSrDv7/lFLKr5dSPllKuauU8mellFcc7Lvq4Nhz8vcVM+bhh0opf1VKOVtKeV8p5e+2HPvsUsp7Syl3llJuK6X8Zinl4bT/slLKqw72fbKU8oullNOL1I0xxjyQKKV8Vynl/z3uY2dIqymlPLay73dLKV93HNcxxiyGHerZ+ZuI+Cr8U0r5tIjYkGN+PiI+HBGPiojLI+JrI+Jv5ZhLmqY5SX+vmvH65yPiSyLiTER8XUT8aCnl+sqx/ysivrBpmksi4mER8VcR8RO0/19HxKUR8eiIuDoiHhwR3zdjPowx5n5BKeUVB+LDZinl46WUnyilXNJ2TtM0/6Zpmm+cJf15jl2Gpmle0DTNKy/0dYwxdexQz87PRwSrwl8XET8nxzw1In62aZrzTdPsNk1zU9M0v3scF2+a5l82TfO+pmlGTdP8UUT8/yLiGZVj/7Zpmo/Spr2IYGXj0RHxmqZp7m6a5q6I+M2IeMJx5NMYY+4LlFL+cUT8+4j4ztgXKp4e+2LIG0sp/co53Xsuh8aY+xJ2qGfnXRFxupRybSllJSK+MiJ+ITnmx0spX1lKeeQ8iZdSvrqU8qczHrse+877n7cc88hSyp0RsRUR/yQi/gPt/vGI+OJSyqWllEsj4u9ExLE4/sYYc2/nIMTt+yPi25qmeUPTNMOmaT4YES+LiKsi4msOjvu+UsqvlVJ+oZRyd0S84mDbL1Baf7eU8qGDELrvOQgRfA6d/wsH3xH293WllFsOwu2+m9J5WinlnQeheh8rpfxYzbFPyvMHpZRvPPj+ilLKH5ZSfvggrQ+UUq4/2P7hUsqtHB5SSnnhQfji3Qf7v0/Sbitfp5Tyz0op7z/Y/+pSymVz3xBj7gfYoZ4PqNTPjYj/HRH/R/a/NPaV4++JiL8ppdxcSnmqHPPJAyOHv2sjIpqm+aWmaT59xnz8ZES8JyJ+r3ZA0zS3HIR8PCgi/kVEvI92vzsi+hFx28HfXkT81xmvbYwx93Wuj4i1iPgN3tg0zbmI+J3Yt/HgxRHxaxFxSUT8Ih9fSrku9m3nyyPiobGvdD882nlmRDw+Ir4gIr4XbUDs2+HviH2b/YyD/d8yX7HGfHZE/Gnshx7+UkT8SuyLMI+N/c7Cj5VSTh4cez7227VLIuKFEfEPSilfOmP5vi0ivjQiPjf2wwvviH3BxpgHHHao5+PnI+KrI+IVcTTcI5qmuaNpmn/WNM0TYj8u+eaIeE0ppdBhD2qa5hL6+9/zZKCU8h8j4okR8bKmaZppxzdNc3tEvDIiXkvDla+OiL+MiFMRcToi3h9H1XZjjLm/8qCI+GTTNLvJvo8d7AfvbJrmNQfhdlty7JdHxOuapnlH0zQ7EfG9ETHNLn9/0zRbTdO8J/aFkc+IiGia5samad51EC74wYj4qdh3VBfhb5qm+R9N0+xFxKsi4hER8a+aphk0TfP7EbETB2GATdP8QdM07z0o359GxC/TdaeV75sj4rubpvlI0zSD2J+L8+UOjTEPROxQz0HTNB+K/cmJXxSibCTHfjIifij2e+3HMgRWSvn+iHhBRDyvaZq75zi1GxFXxr7zHBHxmRHxUwex3udiX/H+ouPIozHG3Af4ZEQ8qOL4PfRgP/hwSzoP4/1N02zG/qhfGx+n75sRcTIiopTyqaWU1x9Mjrw7Iv5NTDr288CT4bcO8qbbcN3PLqW8tZTyiVLKXbHvJOO608r3qIj4TYy4xv7I7V7sC0rGPKCwQz0/fy8iPr9pmvO6o5Ty70spTyyldEsppyLiH0TEXzdNM83ATqWU8s9jXx1/zrT0SilfVkp5/EF82xUR8Z8i4qYDtToi4k8i4htLKesH8djfFPvDg8YY80DgnRExiIgv440HYRAviIg30+Y2xfljEfEpdP567IdZLMJPxH5o3uOapjkdEd8VEaX9lGPhlyLityLiEU3TnIl9gQXXnVa+D0fEC2TUda1pGg2HNOZ+jx3qOWma5v1N09xQ2b0R+ytm3BkRH4j93vuL5Jg7y+Q61P8oIqKU8vJSSnWSYeyrFY+MiL+mc78LOw/+/5yDfx8eEW+IiLMR8d6IGEXESyitb4j9iTcfif048MfE/qolxhhzv+dgdaPvj4j/Ukp5fimlV/bfJ/Dq2LeLPz9jUr8WEV9yMOmvH/shD4s6waci4u6IOFdKuSb2BZl7glMRcXvTNNullKfFvnADppXvJyPiB0spj4qIKKVcUUp58T2Ub2PuVTjOaQaaprmqsn03yLg0TfNtLWl8MFoMbdM0vxgy4UX2txrppmlO0vf/EhH/peXYv4n9Na2NMeYBSdM0/6GUclvsh+ZdHfvO7Gsi4uUH8cCzpPHnpZRvi/1Jfyci4kci4tbYV7/n5Z9ExH+LiH8aETfFfuzz5y+Qzrx8S0T8P6WUH4uIt8V+p+KSiJnK96Ox3679finlYQf7XhURr70H8m3MvYoyw7w2Y4wxxkzhIGTkztgP2/ibi5ydY+f+Xj5jlsEhH8YYY8yClFK+pJSyUUo5Eftq93sj4oMXN1fHx/29fMYcF3aojTHGmMV5cUR89ODvcRHxlbMsaXof4v5ePmOOBYd8GGOMMcYYswRWqI0xxhhjjFmCuVb52NjYaM6cOROsajdNE6PRKCIiRqNRjEaj8X58Yhv/8f4MvFyQP/HH24+bedLlY/W82r6247Lt2f5508vS0nptS3uWY+bNa3Zs9nvQbfzbyX5Lup3Pq21rmibuvPPO2NzcvCfWfDXmPk+/3282NjYiYtI2H4fNuJAc14gs57tpmrnL0Xb8rG0EUyuXbkda2F6z2cvU07T8LpL2Iu2+2vzad9DpdKLT6cTtt98e58+fd1tg5mYuh/rMmTPxile8IkajUQyHw4iIGA6HMRgMYm9vL7a2tmJra2u8f29vL0aj0cT23d3d2N3dHTvie3t7E9fAj7qUEp1OJ3q93viz3++Pt6+srETE0QdsFqdMt+N6+A44bT6Gj8V25Av7uQzYvrKyMs43p7eyspKmje2cRpY+51vzxH/dbne8D9/1D/lbWVkZH7uyshK9Xu9I+ll59I/LkB2r94M7aPw/OmV7e3vRNE0Mh8MYDofjfdl2/P5Go1Hs7OzE7u7uuP5KKbG3txeDwSCGw2H89//+39PfiDHmKBsbG/GsZz1r/FyvrKxEt9uNfr8fnU4nut1udLv7zUu3252w12wT5nGUYONgH+aBxR38X2sXpuWFbZc6ppkzyrYb/7NN5+PVjvI2LYtuy8oGG8jX5WNq96HNGc0c/qxNjDgU07L8Y/8saLuV5VfT39vbG7cL3EZgO5ez2+3G2tpa9Pv9+M//+T/PlCdjlIXWoWYnhx1kPWZ3d3fsXOM7HJtZDJruH41GqRGq5VGNaC1tPPCllBiNRlWFQBUYHMsGQw2HqqicPs7LjPI0UBd7e3tH8hSxb4Capplw8tmIsrPK5+n12fnU7Z1OZ+J8vdYiqoKmm+1HudqUMdQN/053dnbGdYNrLKIuGWMOn1Xt+GfOIIsHmdOIY9XBygQOPq4mgKjTpg5vZnf1e1ZepJ21P5lTrbYQ+dE8chukTnmb08mdjGmjdXwMX7MNPWYW214TtfTYac4012F2v7Wjkqnx2b3N8syCjTGLMrdDzUZFH+K2IXVVDGu0Odp6TJsxaMuXHtNG5oiq4c7UCnX+a9s0P7MYKE1P84cGpFY/WXoRccTZ144ArsXntQ0dLso0p3raudwg6W+QWUTpMsYcJRMhspEo7fwCHWljW8nHZgqw7gc8Apk96zWnelr5anlYFLavtf2z2kF1qmv7ZzlWj6s5023tTC1tvh81xZ2/a7uUtZ0Ztc5S9pvQDogx8zKXQ40eHNTmLDaa1Ws40axiY9glot2ITTtmlnN1m6oTNUc1MyDouWbqQU0FnubYZnnNDF6bk531qFdWVo4YHnZO2ZiwUYSqy+XBdlWzVWHKHFa+VqZmtzUUqpjXGuyszriDwJ04TpNVIivUxsyPqtDqFNeO13OzYxAiUjs3UyczG6FOdW3Ua17a2qVM1c2otVO17dm1Msd0Focwc1jbztP9OEftuIpG2YhD5sjydWbNO7eP0xxstG18DWxDnesorDHzMrdDzfGp6jyrE82f/MOtOWRgmnJY6xnP0tNmp1eH/DVWja/HBrzb7U7kX9VbVXdrPXA1QrWhvllUaziOWobMKdY0cT8wfKuGKusYqIrM+9jJ10YsM37swNfKmRn8rM74PIR68CfyxNiIGjMfbC/a5m3wXy3UA+ll39u2RbQrk6pssr2aRayo5bHm3E5TbIF2BtQpnlUxZlvfdt6sgo6mMa3d4baCz2EBRYUddVpnuSaOyzor2Xk4Jmuz8Kl+APJmhdosw0LL5rX94NqcSlW0mbYe/3GpCm15jchjzGpKtn7Xcy8kbdfhOuZjVbnN9vFfbfRB85Htb0s3U1F4tKONNuNYM/6aby3ftPo0xsxGphxnx7TZbn2uZ7nmIsyafnadZdqeafVTo2bL7ilqtlvz0tbG6LG1/fPkZRamdeCQ5j3Zhpv7JwtNSgQYJlFVmieC8f81p4wV4kzFgKGurQ4B5t2e5aMtlo3TUzVi2iS5NoWmNotbFfVZ1RR1nlnFwP86mRH5wHWy1Ug4nex7pjRzCAn2QS3iY1H3Wdm07rMwkjZFIiLi1Llz8aW/8ivx6r/zd+LOtbW0ro0x85Gpsm3qNKOhZZpO9j9vn6Zs1mxUNko3zfHLylg7TmkLgWFbyOmxGjurgJUdWzs/cyiBjrhqWVWBZsWX72MmZLSVQb9nea0dq3nQfOlxWXtR81GMmZWFHWr+4Wk4B0I82Mluc6ZhVHQ5IYRWcIxeZpynPYSzGj/tXdec+5ozzcfPMgSapdnW+591O+9jg8LOJ+/PHOpMadB7FTG55F8WyoNz9XoaKpKdl1HLK+o7W42klBLPfOtb45Ef/nB83tvfHq953vMmllDC79YYMztttg771WmuOcyZQz3LiJU6cW3H4TtCFVRsmOe6bf8ztTDCWt44D7M4w21OPzuV+L8mzAAOi2ubQA+RTNs87iBo3qatqjQtb1rmrN5A2++q1kbxUnrGLMJSCjXDQ1J4cLIJExH5A9AWv9z2P7bVHgI1KNN6/HxcllamqtTyWXOc+dhMdW8zkrpdj51lSLFWfnZyWaFQ48oqxSzDgBq3qMe03fesI5alpdtw/rf/838e3YP1pyMinnbjjfG0G2+M4cpKfNd3fIeNpzEXAB3ZmsVRymxozaHMBINlOK50ZrlOxNH2cJZrz+pwLprOLHnIhIc2RZ3bh7a2Qtto3c7XXzRsZtpqLxZVzLLM5VCXUsaL9bNzGXE4FMTrObKTjWM4rdo1kDaHeWTnZJM72oxC7aHnvNUMHpQNVmQiYuKFBdiOlxwgj3y+KrvqZLOKoPXAS0rhWK4bfUEMvteWvNPvOmkHakM2HIhjoAjz+rL8iTzyval1Rrhes8mV+pl1VHSE4398z/fEM1/72njse98bveEwdrrd+PNP/dR47ed8jiehGLMg/JzXBAN+Jvn/iJjooNdEkzbHT53qWfKLc7P05hkZnOWaWfibfp/X7rQ5mkrNYW9zSPleTVvetnY9bru03a8p5NzecBs9TXjLnPWsTPhUoShre/nTmHlZyKFumiZWVlYmhkjYkWaHT/+QDlCnUA11pupG5AaL47o033wtfaj1gaw5cuoca57h0MKh1rzzMTXnkUMWOI4ZDqsOqbEzXHNUI46utsHnsuHUlTOy72yY+HitHxhl/J8ZSr2v2ZsaNQab6523awO+srISwwc9KHbX12NldzeG3W509/ZisLoad29sHPldGmNmR51n/aw52m0OXdv/mR1a1CmdZZQyYjL8b5Y81/bN4vS3pVETIzJqAhaHc/CyhLPWyax55HuTtTERk+135nBPKyNfs+Zb8LGz1r/bArMMcznUK6NRfOMv/EL8whd/cWzTA1nrier3eWhTJiImVVfelinPmUo+T57UqctU86wDkDUk2cPNPXqecJelPy2fbagqrTOxYXSRh729vTTekJVsPg/f0dnK4idr5cenrhWqjfCs942vtXH2bPzpM54RNzz5yfEZf/RHcfKuuybqwUbUmPnRZ1S3XygWseEX6hmvOXKzONMqVlyIfLXtrzmf87aNtfS5jZk3Hxf6OEademMWZS6H+tS5c3HVJz4Rz3nnO+OXn/nMiDgM5sfLW/A3HA7HanXm1E5TKnE8HDNVnzudyddu6wM8zwNSc1ZrKiiHbnCjwgo1K62snLL6rI62Oq6quqoCq2EUWf0xvD60jhzAkdZZ8BwPj2tnYSu4T1wPnG9W52v1zWlrejpqwaMien+4jpumiTd9y7fE1tZWDAaD+L0HPzg2NzcjtrfH9eDlkoxZjmlO9azOEB/bZsNrgk2mtmYjcPje9rIXHg2s5YOP5evr99o2VXJxnVkddD0v++Q0s5HdWvrZJMI2FVnrR1fN4OMz5V/byCzEMVswgMMU+TMrZy2/F7oTaB4YzOVQn9jcjE5EXH/zzXH9zTfHcGUl/v7XfM3Eqh548QuWzVOHJXOsFVafcT4eJIQSsGMF4Ngjbab2kPK+GurYsuMHeEUSONRtDmiWJ20M1LHmEBBsz4x8bfk5daB1GzvWfF0+nkNZ+D5wbHXmAHM8PBt2zj+fxw51t9sdn4861E4a3ys0lKgvfO90OuPYdq4bT0YxZjEywWHR80HNGc6YVQXFtTSGOHOqa4plNhdFHbg2hXSasz0L3CawA6lkjnbmAGft0bT8cXrTOjDslGfnwTarGKKhh1qvOA/72zpGWp6sE2ZBxRwH870p8eBzp9uN9zzmMfFrT3/6xA9+Wuy0Om38gCG8APugPuM43a4932lK47RevzrImROI7ewQalpsGDIDodszA5nlQ9NGmrWVVGp1kBlarYu29NbvvDNe8upXx2u/6qti68yZI0ZVDSzKzQ6uNmJ8njZ4OJf/5/s/y0TUrN6MMcfDMupe5hRmTlrtetyBnnadRfLKeWuzG22O9Lwsms60+qo5trW815xZdU712jrKqedpu5sJTGyzaxMp29qyWTs2bduMmZf5JiVG7E/s2t2NzV4v7lxbi9Hm5lidhirNf1CXeQUQ/KkTvbu7O+H4dLvd6Ha742PgTNcesCwEQh0+DhNBGuw487msmLJKyk4uO7tZqAOHf9RCPjh/qAMGyiqr3jg+Gw5DXWA7G1ENieHrI1+chjq//9db3hKf8sEPxjPe+MZ4w4tedKRcXHb947rLOipc3/xKYw5H4XoDmVLNecm286RaY8z8tCmaHBrA3yPqE9TalFa1Gew0YTRLxYXM2cuuX7umih16jDqnDNu2adQcvEx0qV2rTVhoyxsLE9n2TMXm9GBDszZA65/bXW4/uX3ACKhOwlc/QtPlfGqbk9VDJkrV2gtjZmUuh/r8xkb8xFd+ZTzlxhvj9N13p+EC+ubEiMlXS2dx0BG5WsxGi4eORqPR+MGrOYrZcnZAjYQ6ythXWwpOh6jU0OO66jwiX9nDjnyh88D1gGtqXrSRyow711GtgeFj1WjDmf3nP/AD0aP1nD/rT/4kPutP/iSG3W78m3/xL46kkakNHPqSOd0cKqMx3bjf3JnShjgbytP60DzO2ugZYybJnq82ZbC2TwWSzOHN7EjmoHN7MO8wfs2x1TLw98y2zEKb6tuWt5pt17xhf3YN/pwW5wyHdpqKrdfkjlTWntXsvwpRas81fFTzjLQ535rPrJ3DuRZZzDLM5VDfefp0fPzBD47f+IIviK2trYgDBToL8eAlevgYONsRRyfmRRyGf2Bb5nAz7Kgy09RgdYSzZe6gSvM2Vk45bT0mc7Sznvmf//lnxP9+y6fHT5/75vjGkz8V13zeTXHNNe8+ktfMeUc6qi5wo8O972w717vmj7//l2//9nju7/1ePP5974v+wXrO77v22njjF35h2uhw5wdpaEhIrUx8DI7b3d1NOxLZdWsNstapMWY51H5Me67anOp50mc7praQ9zOzPPPsDNb214QLzfMy1BzoafmZJbQlC7PhfYAd06wt5bSyNoqdWnZssxHKbJs6+izEqXii7U1WZ7b55kIz95sSWWnm1zdDkeYJiXjtOFb9iIiJdaoz5zbiqEHa29uLfr+fruHc1sPF/kwVVsUjC93Q8A69Hs7T/CJUBfv6/f4RtWBlZSX+7M8+PX73d18cPzL89nhmvCO+49x/jv/PG34kSinxhCe8Z3w9pKXOPIyKrgme3TNck8uh9QBVQOs3ImJnbS2G6+vRpfWch+vrMbj00uhI7Lw68egksXHUDkp2/1DHvV5vXO7sRTJZWTk/aog5fGSXVHdjzGzUOvlZp5gnLNcUVXXSIuq2iY9Rp0ydOz2Gr1FzKLMwulkc1Kx+atdsc/Syfdp2cP7aysrfa6OY7GBznfBL3HB8r9ebEJ/Uua39HrBgAU82j8jDP5BXbdNKKdHr9Y6Mhmu+WZDj+mnr6GS/G2PmZb5JiYkSzU5U5mg3TXPE0c6GidjpZVUS+3Z3d8eOJZ/Hf6wo83cNncgc+eyYzFnWfHOeNBar0+lMONbYh+v88mu+NtZiME7vW+In4lt2fyK2X7ca/+qJ/2h8HP9xeTXUQWc6Z/XMaWqDuLKyEr1eL20Um6aJE+fPx82f/dlx89Oetr+e87lz43N1sijuITeAmXrAx7EaoudPe9GLljkL/8j+jDGLkzlv/MzXHDfeprD9UPuk56szyXaDbbpSCwlR5zKzEXxetrrEPHZlXmea7fYiamxNeQes8Ouor7YR3MFhwSQTRiCoZe2gbkM+MuGN778uA4tPFppwLncOjLlQzK1QR0w6K9xTZGc6c7QzBVM/+Y8d0tqkwKz3qc4iO8iZY6ZDWqpWa9nZ6GRqLteRGjB+8B8dH4gfiu+ML43XxInYjPOxEb8ZL4l/Ev8xvrHz49U64TzxddAjV4czU3y0MzGLQ/173/RN4/v49quuilJKrMXhZE9VDlCfyAMbQO18ZHXH9c3KBd/nNvQ3yOVm9cIYsxyzhHsAdoLVBvF+jO7B5rEtgR3ASKjaFxVO1BFnZVVtj65WhTRAbTUrLp8q8nqdaR36ZexSLW3tfAC2o9xWZGGU/X4/VldXUyEDbQ9Gk1dWVsajs9vb27Gzs3OkvngkmdsNjHpzXrX95vJoe4E0uN5XV1cn2kmtB2OWZeGQD17VYzgcxnA4jJ2dnYkXu3DIB1RqfHLvNWLSOYVT1+v1xg8Qv86bQwBqiiMbYQ4X4fALpAfUAcc2LT/KrqpJ5ghyLDlTSomtMxtx912nYy22YyvWYi224+44Hdtn1iecei4rnF7OD+ez5sRr6IR2JtShblM4uJFB2Xn9cXzXjg7Oxe+l1lhBfUGIB35v/LIcXdNbnWvOlxrvbrc7NTbfGNNOFqrV5lizPYCtgVDCThhWNILt1jR5qJ9tCdobvp7C9lnzpt9rti4TD9pG5jJlvs3Gtjm96kBmdTtP2tyG8Xkctsh1sLq6GqurqxFx6PSyre52u3Hy5MlYXV2Nfr8fJ0+ejF6vF7fffnucO3cuBoPBRCeo3++P2+TBYBCDwWBCnOM8raysxMmTJydeoIa64DZYRb1SSmxsbBypU67brL0yZl4WdqhVhebVPfCj5u8a64TzNK5XVUSOH1Y1Vc9Ro8AOsv4hbYWXuctQZaPW66/B5X/2s98YD3ntx+Inm2+O/xbfFN8U/y0eVv5PfP7nvyk1fJnCqnWn+WBjxB2LmhHNFOos/3xN3Efcc2xTo8fDrNzZyNLWURBu0PA/qw/ZpKZsRITrz8bTmOWoCRptsPMN57nf748FlNXV1bEdXl1dnbC5eJ7hkOlo07Q8THOoNY2s04/rsc3JbBLbaL1ejbb8675ampkjzvnkY7RDxGITtwU4Fg5wRIw7MmrvoWKvrq7GiRMnYnV1NTY3NyfqDfePV/LY3d0dq9isUKMMvV7vSP61HUS9oIPFAo0xF5qlQj64J4nvbGiyB57XnYZTh4eX1QoeXoK6CoPLDzsbZ/7TY1n1wDlnNjfja3/nd+LnX/jCOHvixH6FHBzHZa0pqGyAuJdcM8rsiI9Go3jCE94TPxcvj7e+9blx111n4rvP/GA8+9lvjCc+4T3RNHUHWUNWUJ+qJuAThg51yEZU703maGse8D/S4JEH/B7UGPJvA/Wr4UBcV1p/bHRZqeYyskLD901VHf69WJUwZjEy5y+zWbVRs4iYcLBYANFRSW5vMArG7VBmA7J8Zt8zESYrF9tXgG1ZCImKACgvp1mrlzbHeppzrnlAeXhEVu1tJoDw+t6cf0zkhtKM49n288h0p9MZjx4gHYhZaG9xva2trSNL17GfgE4Ytx1ZvUDY2dnZSe9BNpnRmGVZ2KHm1TswgxdOFT84HLPESmhEjEMQVlZWYmNjYzzMBIWi3+/H+vr6hGMcEWM1A+eqc81qLPZnTtgL3/GOeMxHPxpfdOON8brnP3+cN+Qve9i45xtx6DDyqiaZEo/vuv2aa94d115704QR39s7fB0rXxfnqkINg5EN+XEYzcbGxnh4TSd4Mto4ab0hXXRUeJiN88rOMhvU7e3tsVHk4T/tjGV/+/WzN7HiSdYRyDpCXH/4LXW73fRlOsaYdmrqdNvIFp5zhAhE7D/Pm5ubR2JsOV125AaDwXiSW7fbHQswp0+fjo2NjdS5ZmGB24rMmeZ9vB12hZ1etTNaXv6fy4BtNQc3q0vdVxuV43N5lHd1dXXCXqOt3t7ejuFwODGRn+0x2vY2Z5/ra2dnZ1zP29vbsbe3N75nEERwz9Cu7+3txc7OTtx1111j0QV5gdONz9XV1fFvhztZULzxfWdnZ6I9wW+GOwLGHCcLrfKRhW+owWwbjlLDxQ8MHjBWpbGft/M2fbsSHlQ+hh1CfUnJZ994Y3z2jTfGsNuNf/8v/+WEQ60GCnFiGkaA46E+q4PJdYPzsA1GQOu6rf6yxkC/cyPCig/qp81Yc4PE4RF8/3B/1BnmNFEPWKmFY+/Z2EEN0XpHfbIShTzxMGutnmp1qCMaxpjlmaasqhOJZ38wGMT29va4863PNESbiH2HemdnJyJiLLrAsYajBsVYhQVVmjNFvU25hnDB8b2zdMZhp6DGttku1E0t3XnCF9jWoS3kdkrFD1xbFV3UvdpmFslYzWa1GvXFfgG32UgHIR+j0WjcfnMd88h2xNHRAc4TtmsdatmQDteXMYuykEIdEUceEPwQecgIxpKXrGGFgCcfQlFmZ1mdYhhLxGd1Op1YW1sbx3ThGriOhpAgjz/1T/9pPPu3fzs+9X/9r+gNhzHs9eJ9114bb3r+8ydiqDN1VB8+pPnnf/4Z8d7fv278gpbHf+6747rrbk7rLhuW5NAITlsdWXZSNW/aeHCMooa78LEMrs8hIbryCdJGmjV1XBVqONFc1sFgMFZNsJ8ddB0R4LR1NEDXONVZ/1xGNGgcemSMmY2sY58pwnpOlgYUy4jD5xqd7u3t7bHtwIQ1OF4Rhys5YASOnfbaPJvMiQS8jcsDGwilE84iJkVmzltGJlzwtuw7O5NtznTWHsAmIt/4vOuuu8Z1u7W1FcPhMHq9XqytrY3bZrSbDNtKffEZxDG271jdYzgcRr/fj9FoFGtra7GxsRErKyvjztFwOIzt7e04d+7ceAQSdY4Jjti2trY2MQG1LXyDRSGtb/ZR+H4YsyhzO9TqJPHDy71KgMlqeOAw7MQOGavI/B1qNYZ51tbWYmVlJdbX12NtbS263W5sbGzE2tpaRMQ4P+y4q0LdNE3sra3F7okTsbK7G7vd7v7nxkYML788+iuTLw/gh44NLT+gN998XbzudS+YeEHLt//+j0S3241rr71pwiEEmcKMtPE/h7DwNRGXhuPU2efj+/3+EaWe09aGRlVpXJ8NKYeRaKgF1z3yxUOHo9FoHLIzGo3GxpTDPzQuHw2pNoTD4XDCkKuDzA43tiNt1B1CP2xIjVmMTNHV7Qp3aCNibM+5M33+/PnY2dkZq9ebm5sTK0uUUsYOba/Xi5MnT060NWybFB3x4k55lmfYOrR7cKrhjEbEkbZP60DVVdhItW2sIHNnZZozzQoz168qvOfPn4+PfOQjcccdd4w7LaPRaDyJEO3qqVOnxm0wz71BOWHHOQ/cVuzt7cW5c+ciYn8CI8SvEydOxKWXXhqdTiduv/32+MQnPhGDwSDOnz8fd95550QIHlYNwe+j2+3GiRMnxiuK4beE6/P97vV6sb6+Pr4+OmE4lsNC0ImwuGKWYWGFWsMZIvKYukzR5AkJrKaq88iKqjp46nTjWuz0ZgokjNiJs2fjT5/xjPjTpz89Pu2d74wTZ88eUW+1fKoE4/srX/0V8Sp9QcvwJ2L7tavxr677RxP1Votz5vSYWmMFI6D1r/eBwxpqhiJr+DIFSvNfu2Z2DmLn2Chj9EIbFeQVjSPinPk4vR/cOHIDokOB2e/SIR/GzI86i9m+DA5nYBsBh1XtNo7RjjaecSiaqlBmI4GZipmpm2pXWRzgTj2vbMRxuWxvNfxE625aHU2D869l4f+Rdw6xYYcaDjEcV36xGudb23O+DpebO0dor2DPefSZRSuo/vx74pFLFniytjRrg5C2dkq4XuxEm+Ngboc6c5jwwPAEMzYIiG/Dw8STCNmBzuJ8eT9fU40aD8VxXmHM+MGNiPjNr/3a8bEfe/GL99OVByszvrwdD2fbC1q+vvnPETFpYNXZzAytxvhyXWWqsN4j7Ygg3xwXp463pqWGMWJyFIA7RJr3zKhxYwTDyGoM7jmHc2CCCr+8IevYcIPCs9CRb/yWUG5WiqxKGLMY2XPDDig7NBGTIgqPFrGdx1yZEydOxJkzZ2Jvby/uuuuuuOOOO8YjWlAbcTyUS0xoRxpMzZ5nHQLdjxAInfextbUVm5ubETH5lkGe78NL/6ngo/UI+5WFz6Aua50CPl7LpYr8xsbG2IHFyhqsoON4vKGYr4M/jXWHrY6ICT8AbTNGGrvdbmxtbY3tcb/f3xe5TpyIkydPTrzTAGr5iRMnYn19fSy0cDug+UJdczuEtoVFFoQOIa+6wpcx87KQQs0/0oiYUA049lV7pKxORkw6XjBAHOaBoSZ2eviaeLjgOGH4L+LwAcO18KBkb+vT9GsGKxty293drb6gZev02hE1hv/04VUHlx1pnVio9yBTWnGNTLFFmbizkjmXMOIwOhy7xipBhtYrystx1OxY8wtX2AFnhZpDb/g4zR9/5wYe+UIZswmhxpjpqJ3InGt2dPg4Vi/ZTvX7/Th16tSE3e90OnHbbbfFRz/60RgMBmMnludVwKFeX1+fsJ0RccReZOXIhAHQ6RzO2+H2bWdnJ7a2tuKuu+4aK6t7e3vR7/fHIQrr6+vjsqjQxAKEhn3wC1MyMUnLovYts8vc3p08eTL6/X7s7OyMY5J1lSq1neqcq4AVcRjTrqMDw+Ewtra2xqo32vi9vb1x3PaJEyfi1KlTEy+G6/V64+04jvPJvzEeteBr8+9LRx6QJ+TdDrVZhoVDPhg2BJnxZIOVqauZoqqGpKbGqvLJ2/CA8UOvxyCfrDqz4dAyZeWuvaDlcz/3947Uh5Kpy7W/Wn2gXrMGJKs3NURtigfS0xEB3pedw52T2pAntmXGH+dB9ZiWVzae2X3TDpE2osaYxdHnG9v4s+ZwA7V1mDsDRxsd7lpsdGYj1NZl+WorA6M2lDvzHFfd6XQmVi3Ssk1D85Epsdm+7DpqW3nSOSaDwqHEOTp6qWXn66pN5W3aCeCR7J2dnQkBBWIaRrJxPgtsUJjbJiG21R+3OW1tojGLsrRDzb1Vfg0sxz9juEwdal3xo9PpjHv3urIHD+OxSsvqJIYC2cnmHnMWUxdxGJuHvPDkBZQxW3sa17n22pvif+x9ZbztbV8Yd999SXzX6X8d11//23HtY/84trYO17zk17ZmISCsWmt5NTRG64EnXnJ5uLyqDtWMJcoGY8ehPFAO9Fg2Wtw54pVcVHVSpzZTp1kN57cwMkgT21nd4RAXqCNonDVWzxgzO+zAshOGbbATWKEhYnIVKA4fw6c6fAiXuPPOO8crU5w7dy7Onz8/MQGRQ7qgVq+trU04crguYKdTwwP4mE6nM54Avbe3F+fPn4/z58/H5uZmbG5ujpf7Y9WU3wCJZf007Zrjj0/UB+xYplCzepyF+fHxbDe5/UQHgNtStMNokzPBRutJrwMHeWVlZbyKB/7uvvvu6HQ6sbGxMX4t+MbGRjzoQQ8aO9zoPG1sbIwXM9jd3Y1z586NfY5MUENeeDQzc6JRVxzLnS3ZaMyszOVQZz1sfjOSxjZxmAIcK15Wh5UIfjsiHGoOFeE3KbLxgBEYjUYT8VC8RBurzrq25awKJSve7ATigb3mmnfH4x73JxOqxfb2YW8c52kPPOLoBEquM50VzmEU3OHAC3FQdo1hU7Ug6+Ej7zoEubOzM54NzYv8s8HS4VftBCFODuXRlV44D6pmoPxwiHUmPpxtnMOvxGVnnV8Ig2W6rFAbsxjq/LE94dCwiJhYFo+fcXYcSykT9nJlZWXs1N11111jh/rs2bNx9uzZ8URn2L+IGIdc4Hy2UzXVlx1d7uyrYo5ynT9/Ps6dOxdbW1uxtbUV29vb43SQNsQEtGeYOM9OZxaCx9v42FkU1Uyk0GNQ32hbm6ZJ3yWAOmWxhsUYvibXI5cjYl9E6vV6sbm5GYPBYOwMQ7S68sorx3Hv6+vrcfnll0+Ek3BnqdvtTohd09ozrkttZwCcfqSjsdnGzMNSCrWuA8zwA63hHtivS7ixozwN7o3WhoA0HTWSszpTMBA8jMcxcfrHxpKdzlqPOWuQOP9q4LOyoCHQIS012louvq4qDHCsEafO5RmNRrF6++3x+T/90/H73/ANsXXmTBqekdVNm0Ku9cDKvE4q4XP4vmjdaPm4kZznN2eMOYraXjxbtaF/PTcijtgO3q+qtS7Xyc98pkDztTNHc9b2BrYQn2rPuZ3jUUW125yXTG3ma2Z543O4bgALSLX5IXxtDclDhyBrb/h7rS1S+8r1gDyhs6Wx4rDxaLtQNrbxbW2H1lOm/Gs9aFtuzKIs5FCPRqOJV4lyrw4/Tl3+jhVqjaNmhZrV0YhDQ8HGLOLQ2KgjqStHsAFmhZgfUHX09I8Vbzacatj4ZTe8BNBgsL+kHlQBDtdgQ6IONqgZKFW0ua5USeD/uSfOxomHFjmNwWAQg8HgSP089bd+Kx76/vfHk173unjbV3zFOB2eFc7Xx+x1vs/aELHRxP1DmlCYkXde2J/rHfcbagbfXw2Z4RAcY8xssPOhtjwiJpxeXXGj5uRxWmrfTp8+PX7277zzzjhx4sSEkILwgRMnTozXH8YkQkxUR76za6oNUocN4Yx4EcpgMBhPmltfX59ow9bX1+PMmTPjdyfApvOEfJ5Mj5FVtq01RboGh/mx0pw5uJnzyOexKKP3QeuN64/DekrZf+fE+vr6OOxlbW1tPDkRk0qxzjjKjHWj1QHXzo92SHg7j5rqpEkVufDb5DXF7VSbRVnYoYazqIurRxw1sGyssrANOJR4YHmiAsd4IU12bmFMcTzywsaAVxDB8BIfj7LgO9JkZZaHMJFXNkwc7sLKPb/Vi8NW+BWwGA5kg8efbPDVIdT/9ZzabOhsaAvXRD2g7FizFGn8g3/0j6JLcdSf+c53xme+852x2+3GT/yn/zSRJncSuHOSlYMbZHxnlYIn/HC8HzvXWOaJjTAbWG6otINljJmdzCnjUUjYN317Xptandm6lZWVOHnyZJw8eTKaphk7Z/wiKDhwmB+BUAMNoVAHC/nma7LaC9uFEAQIJFi+r9vtjkMU4cyvra3F6dOnJ5aIRVr6Iim2WyxYsC2e9V7AzmGCZMTkSkwQD6alg7RY9NB5LxGTI5kslOG4fr8/njeEPw4fRD6RV7w6HnlFG4l4apzDq49kSjULR9k27ohB5BoOh+MXCbV1+IxpYy6HujaMH5Gvq5kNdeFYPmaWIXcdvuGHmXuyrH5GTMZx87H6nV8wwoZEVQIeisqGJ9vqCE4qNzqct7bwDK2vrL75GN7Ozj8fow4nl43VEl2q7me/93vjma95TVz93veOX93+V5/2afGHX/ql1WE3/HFjmjn6agwzFYx/PzhGFW+tkyxNrh871MYsh9p8oHYyCwXB/9l3drRHo9HEahA8WRmCRfbGwlp+s7yzvYDwABUZDh0ruexQcqgHxx2rzcnaRbaTGJ3TtlLREb2Iw0nkej1tq9RxZJuP/1mU0fYvs8MMxJNSDl+BjvvDc3+03CpWTbtPvE99BG7jtO3h9oRHCIxZlLkdag7z0PgxBuofD3Op46sPhzrd6uywcq2Gjw0YVBGcj6WXYOzUKUVPFenwsA+MAa+5yeepMQDsjOI8hE0gfzCYJ0+enGgwYFDUgVbFXTsJDDvsSE9DWVA2lJVnOEM5wJApVIROpxPnTp2KwepqrOzuxvDg1e3D9fUYXn55dKlu1BmHgs4KOdRqrmfOP5cnC//hcsBAYykobON7gd8RjG02UcUY0w7bZnZQWNBgxwwOHhRAOMBoN3hkip99DSfE5DVcF86j2lR21Gr5B6q+Ii9YkWJvby/uvvvucZgCv7kP7RxUcajSrNjCMefXdMOOw95lL67CMbB9mfPNo34InUAYRSklNjY2xhM7NTSOV1VCHnB/0FFB+z0cDidGROFYaxm53dne3h5PMB0MBuPXwyMMc3d3N9bW1sb3mSeTc774t4W0+R7y70yFGUbLi98MwgkR9mGn2izK3CEfPBlDQzP4QWADlzncQJVihXvXrPTyflWrYYBgHLO47ZoyyYZKe8/6QGpegBoudrZRTxxLvba2NjGMVVNlWQlhw1ZTLyIml6mqoZ0CKDI8NMfhLqWU2Dh7Nt79tKfFDU96UnzWTTfFJWfPpkaflyPMlGj+znXJ5eN0WbVhdYY7I8gjGlrOi16TO1/GmNmpKaYcrgB7x84OlqvktyayYsvtRaaGwoFlhzriqG1Qh6zNuWYbi1Czvb298Vyhc+fOxd133z3RCWc1Gk50v9+fmLODMvP1tTMSERPtBK4BxxPl0frWmOnBYDDOMxxqLFeKulShQ9tViChcd2z/uQwa3sMiENLjEAqdQ1RrW3Ef9DfFvwO+d1wX/JvJRgYUDkNFh6KtrTSmjbkd6qzXrw6dOqx46NWpYmMTMWk8tZea9TpZmUT6CKngdNlAc17ZqeLyZWVjBZkdv5pDzQaCH3COBUdZ2bBofjJjz4ac6zhzWDlPup+H8ni7Ku/a4HU6nXj9N3xDbG1txc7OTrzhi794fxKO5APftbFEY5h1bLCdQ25wb7U8OJ5/T1yPWjZWqPl7m5JljMlRu8k2ZdbwLbVv7KipXWD7VFNa1c7jGLVtbJN4H5cnC+9A/pBHXtJNJ5ZretoWAEyO5vyxc66iCc7lCdqIP2aFGw41O7E1xxQg7pzvrbbVmZPKI5EYdYRDrW0ez33Retd7rR0u/R1pPridzvaj7HwvOQyFY96NmZelY6gj8vhdfpkLGzYcxw84nGIedsMDD5WRV8tAGujl4n/u2bMTzWEngCfdqZOtCqYaUSgBqt7qUBTS0144tmPyHBsYbWiQfx5W3NjYmHCoNd8om947HllACIs6o6qsc12zgWa1F8exIpOVGcf0er3xCxvW19fHilXWQOsyWTwhVMvL+dZ9mFjJqk9EjBUZD/MZMzt4FiNiwpEaDAbVzi/O05WJEJano4jcxkDZjphcIUPtOK7BCrAqrjiW7TXaGbZBeGkL7Cbyura2NhEDDJvEL0Bh5xnXgIPJ4XullLE9z5xstlVAVW044HCGMWkyIsZ55TaMRQsWanZ3d6Pf70+0EYBH+7gThDYM4R24T6gzDvHJnHm2vdxe43hu09m+Zx0ubsP43iNNvi7OR/00TROnT58e32djFmHhdahrSi4bqWzGN4cOIEaLf/xsVCMOFWDMqmanc29vb2zQcA08oDAMEYexd6pecnr6kGuZuOfLjjQcMhyP67GDnqmkfCwrAHxdrluUk984yLPns6WX+Hx1uNnp5vALdZTZWeaOEJ/Ddchl4c4C5wn3pi10RVdb4VAXXDdT3Wvb+F4Nh8Nx48MzyI0xswOHh0d74HjBTkQcbSvYlrBjps4jO1DsGGN1CHxn8UBHvoA+38h7pkbCXvI8kohDp4zfAAiBgTsKnBekpwo7tkfERCy5iijq3Kmgpeo5hBrUpYYIsrOP//ltxKgrhLrgmjhelWNOD4701tbW+L7gD6KWilNso5GmClXaHvJ9Usda2xE+lh16/I/2dG9vL9bW1mJjY6Oq3hszjbkdavz4+YeLB5F7sThWh6nYGebeJKepoQicFjuXrJJETA7lYx8/vJoXOFq8jB4MJpeHVXM8bDqcp5+ssOvwpBqSbAgtUwNQFpRL70ummrOh5aFPnVSK8jNartq9ZDUpazj4XFwHZeF7W6tThPLgHuMcHUble6z3TO+dNtTGmNnB6BJUVzynamsjjk5ah9PH6ijbdO40c0wvj3bxCBiPpsExU/vIafI2tcWcPnf6oZRilI7FIlyT1e8M5FfPi5iclIlPttEqBmW2Uuf8cDuU3T9un9nB1GvWJkSiY6OCBPZpnnmekB4fcWjbEcrCdcVhnNnviydR8v3g+tVQIv1dooNUu3/GTGPukA91WDFblx1dgO3aK8excJIyI4LveDDRY+90OnHixInY2NiYeDhh2IfDYaytrcWZM2fGvU/ERrGhwQxuDHPx+pdYr5N72KpkslPKSoGqMXBwIw5VdnUuVQnmxibiUK1AqASGR3mCKM/yZnUBDQIrCBzygetp50iVFi4X308eWmWHXZ1cbjx42aRSypHXxXNe+FyOl8+cdlwvC/XBb4HVJzvTxixGt9uNyy+/PLa2tuLcuXPjl5zguWabwc8kOzJ4JmHXWPVdWdl/MdPW1tZEiId23Hd3d2N7e/vI9XQCHDtYsCdQcVmJZlEGYRcRMY5x5vQAi0y4BpcX+WI1ndPR8EjYKLw8hgUAhp3Dbrc7fikKv1ac48A5L6yoIw2ewMijeBGTAgfyo/lD+iinCmK6mADXAx+johFUdNx/tKHqXKNNxL3mfHM7x2IOQAcR6RizCAtNSoyYHDZhxTHrybLjAkPDzhf3lqFG4hPqB5a+g/HAcjtwHHlYn5ca4ng9dXphqDkcBA+vlpnLi+sp7ODxNdgI8YQNdsiZzFiwAdaYMlyPGwQNLWFlmq+dXRPpwShrHLQOM2b3W1XtTDnmtb+5fnjkgR12dLJUEef0tSz6O9Uy2KE2Zn7ggECcYGeTO9gR9ZEjdup4tQUOdYD9r9kaDl1jhRg2NiIm2iW1F4gdZtvIYoS2aSh7xOTEaB1hy2ChAfYbDrW2LygbO/pqqziMgkNPdKRQ7TeXv2Yrud3Q8EBtw7kusF3n8OAYbR95hSUebWD/IOuQ6ehopsTz/cgmkvI18VtEx8aYRVg4hpodPFYe0aPXSYBs0NjZ1KEy/ODx8CGd9fX1OHXqVHS73Thx4sREbxJrZOLBwEPBTnbEoUKA3n/mUPKwD9LEup5IhyeAsEFRgw50SJIdd/6DUoEJiBw3zf/zkBUblUwh5jAcdeBRRk6TVWPcL/6fjS3O5QZBh9IyJWJtbW28HikbWExs4fOwD3WnCgT/HvGpnQt0zrIGXtdIN8ZMR0et1CHENt3Hf7Bz7ITzSFX2Gmh1BGGv2Y6wTYw4dKYiJleSYmeZbac6fVwGTZcnybE4xI4n0LAS3o62C3aW38jIokN2HsMKPP5XIYHvoTrg6IhoO8Z2XB1gThdtNhRl3Eu+f3wPdVSb2xssQjAYDMYjBKy2M5qmXovzzZ0FvFeD38FgzKIsrFCjZ8mOCxuczEFRVTHrxUIxgGOM8IZLLrkkLrvssvG2tbW1aJomtra2xjOxO51O7OzsjPOGh317ezuGw+GRIUR2sKCY9vv9IxMTMLSF4Si8oEVX+IBTqzHObHSgiK+srIxfobuxsREbGxvR6/XGC/GvrKxMfGJIFM4r/7Faowo1K7rsUMPw8gQb1EFEjFfeUCeWHWZWpTg+jWeSq0HrdDpx6tSpuPTSSyfqaDQaxblz58YL6+vLg3CfuAFhxQH7tdHj4VKMUrDyoeE1xpjZULU1e5kJ9rNYAnuBVSyysLGISJ9//eMJ6dzm8ARt2DigziKrwRy+gGtmYR48upWNdLGDymISjyjiE7aWy7+7uzt+FTYfjzzpNoStQGWFqMRx1ZnKDZuqI4ARhx2ibJ1+OKNwevkewqbiXQYon/4OWBUG3G5h5GNzczMdLc1UaxaIoP7DT+GOAz4R+slimDGLspBCzT9kdkaappmIVc5iptiprvXY2RGD8e33+7G+vn4kJno4HE440KPRaPwQcT7gAPNqGPoA4YHU2LKIw9nS2axp7TGz0quKAD+4nBanrd91NKCmULPCkqksqnKwk8vXYbUFaXAZ2anGeVr+tmMRMwkjGbFvQHu93vjNWqy+cMNVM3zIK8dLcseG34al9ykb1jXGzEbm6EYcbSfY6VFRIGJyJIqf9ZpyqO0P0s+cxqzDXBsFy2ynOuB6PlBlOnOq8anOHdoqXkFKY6c1z6y4w8axs6oLBWjeszpmMSRr41mRV3sKsYb/Rz45JjrrqLBQg3KhDrKwHg0jBexM80ttUJdc55y22wCzLEsp1Ht7e+PeZdPsv10PasXu7u7EOqWsCrLRzYwlHjI40ayi8nANzsUDxcv/qAFgQ8JDgKWUsUrM4QtqPHu93vgVrgg34aWbsDY1HmQoBKgXXIuHO1V11oaH/1dnEgYUHQlOhw0tx3ADqP+lHMbeZXGGnGc2hrgGh9noveFzVTmAM82hJjxMigkvrBjht8PGmRtkncGN+4OXHbARRbgP58vG1JjZgSAAB047+tzp5X18LGxnp9MZO378rKr4wpOXsR32Fnni0SmMKOIc5AWw4MICDttiFQtwHrdpbJtKOVzTmgUXwKEYqlxDIIJDPa0zoWIJlGAdOeXwRBUpIg5fxMLOfuZQcz1oaCHnVyeZa3pof3XyIYtxKCPaA17Cj+81iz/cpvMxfM+4w8Kf/Ns1ZlHmXuUDDxAehKZpxk41Yo1hIFgZ5skG3KvVITA8aFAxT548OXZmWX3knruGK0RMGk5+2KGKshN44sSJOHHixDgGnIctUV7kAfHd/X5/rKYOBoNxOAFWDcEqJKyusiOMF7RoGIcaHpQDaUN9hwFBrNrW1lbqUHNjwnWDcvKKG9r5QGPA+WADqGo4tuG6rLCjs7KyshIbGxsT18c9QRjM7u5ubG5uTrxKF40U7j3KX4vjZkecf2+oR8wUx7k2pMbMDjrjEXHEpmM/O9SsmrLQAvvEq0Xw2/WQFts0voaOkPGIIdIYjUZjW43jWbHMRAF2/muOmTqpOIYnVHN5sU0/OT2ESHDonirsnEcAO4m6hk2HQ52pvDryqHWsnQzkF/eDw2qy9yCwc83poN1CXjlsB58chsLx1Pr7wn1DGfl3pvcN+UMoCr6zmMMdC2PmZaGQD+0B4keIh4UfSlYJ8KPl4bWIoyo1O2HslAFWBDhP6hRlTlKmmnCPWZUDVbbhYEKdYSPNamlN3eA649jjWt7VmGoaOnyGskE9zlCHfRZnUusN23QIk7dxXWi4jNZD0xyGC/E9iYgjvykuQ1YXyAMbSPyedAg0q19jzHTY3kUcDcliZTLiaCgYO3Xc+YVDiWu02Xp+/tWJV9vEYgN/Zqpnm1rJecm+o53j9i5zgrO2hh39WRw7VsCz0LhMueVj9LwsRhn7MqWe862hFJx/HYFVe41j+L6x2KaOPt9PreMMzaeGR1pQMcfBXA41HJ2ISI2oGoWI/YcEkyVYPagBFRjqAK4xHA5je3t74oGMyNdE5u/qPKnTxgYbxhznQFnf29ubmPzIvXGkCyWAe8dcF0h3bW1trHbjO5RbdTi1HgCXFwr12traWN1FnjjGDEOC2gBAseUGDvWaDVVqY6MNmzaqakCRNsKDeIiXlR5Wv/B743vNnRatG/4dZo0SO/o2pMYsBmz56urqhNLMoX16vL7oilVePLNsp1gl1bAufGeFM1Oy2aap/YNDhtAwtgk8aZqPz5xyvg5QVRdKamZzMgdaOwu8jdsXFqxg97n9RdnQVmACI+qZ8691l4lEbHO5XUc+shELjDjzqGTWlmtoKO9DfmodFC0D3x+smILyc7vDaWj5jZmHuRVq7VlmQ+o8XJcZMR3i4QcHM5RhQNnp297eHh/Pyi5fi7fr8Jqeww80HiQ8dE3TTAy/bW9vT7w4heO6cA04xtwR4GElftEMO9S8fJTGlml888TNOwgdaZom1tfXY2NjY9wocJl0CJEbBo1P5vuo90cbMzayHI7T1jiUUo4MT+L3wkYSdYnyoCHmF/2oQdaGodbA4rqZQ26MmQ6eK36WsIpSxGSYQBa7OxqNxi/WiphcWlRV44iYsJE6KseOHIe36QgaK55q03iliUxR17ypU637cA22VZg3w84wyl5TzbO4YBY3AKfF9bCysr+aCtorHHf+/PnY2tqaUG0jjk7wQxpog/SFK5w/bVM4PZ6DVBMzOPSChTe+j9hfA22EqutZOCoLYsYcBwsp1DpMnjlfeCD0wcm+s4Orx6vqjeNYuVRnDQaW89f2ELJxQxpsoPGQ1gyfGn9Varm8WfiDdlLU4dcHXuuQ042II99RX1laXMfMLD31TDVBJ0sddL2nqGPOW6bEqNPMw3xtZcnKpHVmQ2rM4rDTVxMqcJyGJuiolCql7JBmamRbu8KoHcrKMK19UmojX5nTXWsDsnCQWfKetQV8Xe0A8DXZmeV8cnk0Hhzf1bbjO7e1OEdHM7Et+21o3em9XkTwUBGFnXwtr51qc5zM7VCjh40HA6sxaM8aZMZHDW/E0ckaTXO4egaO5Ql5WSwW0oayqS/tyBRWGAZ26mDooFCPRvuT/qD0YtIMr+7BTiJUVKSL6/CrwzU+XIfVeLIdT7pTJRtlQ9rs/HPHA9/RuHFjlqGqhfb6ufOiE4jUecanKsillHG6bcqFqtVs1HH/eJUAXEPj+FCWrKNnjJmd0WgU58+fH68WxKGApZTxZOuIGE8C5tAOnMPLmqmTEzEZLsG2hR2hzLnVtqXm4E5ztvV7plCzM6ijYizK8GokGjKpAhRsI6etHYqa6FFLk1V42FoOteGyZOF1SEsn/tXqTdtY7lBpRynzETInXJ11/j1oufk+aIhL9jtwGKBZlrkdajg3/KBgAXZ+YBT8eOE4ZU6N/o8HoJQyERqgQ37qjHc6nXEoRNu12anjyWp4GPEQskONEI7aGxdRfnaqUV94IY2u7MET91ixVkeahzh1Bnqv14v19fXx0B6cahhxdEjYkLWp0BrKw+oE/ucGi41YZpTYuKF+cC6O55AZjSXHeTxsyWgoCw9laqOUdeiMMbMDh3o0Go2danZ68JKqUsr4xRmqSsOu6YgWhxHg+awtbak2HqgDimPYYZxlFE7TZ5WzJhbx/lLKeA4RH8vCDY8ewvZxiIwKGTX7ymXkvOE6/DI27qBwe6W2k68ZcTSWnberXc3ENaTH9cD/63duC/V4PhZ1reFFqAe08Xoej4ZweYxZhIVDPthgZb2+rOevRmCaU61hJaxe6zb8j3ShZmZ5gYHBsTWnipdzwsPJigP37vXh5geV1RtMyNCVQPRT66StHtlwqnpb+5tGpsjw/7qPr1tTdviTY+VQJt6mE4LYWLd12DS/bXWi5xpjZgOOIA+lc2c9G0WMyMPEas+02kNtc/DJTm4tr7XPac9+ppqrw5rlG3WwSIe9rbM/7ZqZs6gdFb43agv1/nBd4X/uAPB2zWOWFw51icjb9bZ6qZFdnx3q2r3OOkTGLMpCkxLVsGFID85m1uvDOexIQpFkdHiJVefswWOHDH9wpmuqRZvzyvAwEVRpDvngnj3S1/whZKOU/fWusfY0lGoo1/jOzjbS4qE7jWFnQ8/H4Jo8q57fTJg1CGo8uUzcaWAjiDrMwmaYrLHDNqjaMIC4d/ybYQOuQ7i4bqbOcF3it8ErtLQZW2NMTtM0sb29HaWUcahZxNG34JVyuLKSxrByO5E5dZwGp82TqzmsS0fVptEWjqjOJNsItvkqzHBZtK3htFQMYgEAo7FQVDOlGN/ZudWwGK4Tvid4V0K/3x+3cWgvcC635Vo/yG9m07VNZWGLJ0py+5HZ4lnscSbecb501Fw7RXqvjFmWuRXqzGHiGDmdZa0PO4c0sOPHx6sKrj96VYXZ0cL/eGuUGmo1drwPaeMToRMcl8zL5kXkw1j8gHPYxsbGRpw6dSpWVlbGr1FHHCHHIqpDrXXJ5dJ4w6Y5fKEKtiFdfXOl5lvzznWiTjY3YnCotSFV414btUB+sDSe/h64U4ZrasOsa5Zyh46v2+l0xveV0zLGzA5C/TqdzsQqRmqjNE6al9bTZ5Of2YjJF8JEHNojVsX5rYBs1zKbxc5eLWQjiwvWTrqex2VGGpzvTHBhAUDtE6fLQgOnwcdovXG+UUe4Dzw3B/dlZ2dnnAbuoS6lmtVVJuZk91VDB7lO2LGdxQ5nx2ZONOeb64K/18QfYxZloRe7ZEM3bBzahuwzZ0n/rw3zKbP0KtmY8UOljnZWDh7S5L+sZ5yVNSImFGeOg1ZHk40sXwsT/zgcIgth0HJpfbLhYuNXq69MrVbjXwvDyYx7Vkf8qepKphzUOlh6TA0N9Zl2H40x7cBOwkZF5M9gJsZkzqF+b7P/mo/adrarmSrM1MIIa7Yis0Vq41l95mMzlZdFABxXs9WahyxP3JZB2IGAs7q6Gp1OZzyxnkeHcT9ZnGgr/zTYX8j8B007a4dmOSYL8dBzbPfNhWJhhxo/Xh1yY4WaJ5dAHdWQj+xVodPitHGtiKNGCsdChcjynsHqp05kgEHC9mz1CO7dq0MNp3ptbW28uH3EYc8dagArHPpCE0xqWVlZGY8GsLFjhZ6HGRHmgeFBNo5cntr95eO5bmsdFHXes1i9bC1Z/EZUWVe4g8AdEQxrclkyRUU7TnxfjTGzg+cHIXBYVx/72Lbgeebwj5qirLZDn/cabENrtj8LCVE7pjZiluuxKo1Xf7OohLLza8h5IrW2dTxix21e5oQjfbavsLHD4TA2NzfHk9bR/jz4wQ+OSy+9NM6fPz++Pk845LDJzEGtOfht8dA8mskdsGniSy3OWsUvzVstz5x3bovaOi3GzMJcDrX+QDMnN1vHEs4gHlp1pnhoT+OmkQ4vxM7OY1tes23qPOlDxA4zxx9z2TJHkhsALiN3GrC6B/bj2rocHMe98fJGpZQJJ18boOyP617j0HGtzEC2NWCZSsBONjeIvI8bGNQPv7hGJ2qqOqX/82+Rl+/jutH7lZXRhtSYxRiNDlfegTMdMTmKGTG50gRsK553fT4zm4o0+ZjsmWZxIXOsaooq2xIVHHCequZs13gEkh3q7LiIONKRV0GCbaHaKP5f20EVKdDhwT4IPHhrYr/fjzvuuGP8Jl/NcxYao21/Zl9rDnXEpD/A2zPQZtQU7ZpPomSOtsZ762iEMfMyt0Kt6iU/GDWjo45fRD7TmB1tpJE5zrWHhq9XO0cfLIXL1XYtLS+rAlw2drJVgWAHmkM62JipUeNRADUwNYNf+2urJ66fmgOtw6Mge7mO3me+99xoqtPM19XtXAZ1vGvlYtVdHX9jzHyo8sd2Sp81ti21Z57bB2475un4Zrat5ki37dc8ZZ37LDwxEwIytK3RtLV+aqEyGWqz0W7s7OwcSRfhH3yejjSyaIZzaw51Vm98X2eldmxbZ4rzzr+d7Dj9zuUzZhHmVqiz9SrR8+XQBPSE+VztqbNjxa+CziaGZEP9tR8/nD19kFhlxv/IGxsMbiAyQ8HfOVwBr8flsnF5WB2GgUOdsdFhYzAajaLb7U6EhfBazFqPXF/45HAbqLgah61xejVjyQ5sW7w7VBadjMrraKPesnVN2RCyYcycao37y47lV+9in+bfGDM7sMc7OzvjUDSMtkHx5GccsM3REJCIo/MpYLe57UE6nGZEfeIz7JuKQJwfwE5lG9yW8bsBeMWMzLZoedR5ZvuEdlXjqpG/zG5h1IDb2b29vTh37lzs7OyMXwMOW3z69Ono9/vjV8fzqiC1tlZFtVnC5rRDkNlzLVtm77me8J1DfTh97gDoMSg/foMcrmrMIiykULP6oGofG0s4cvzDzuKj1QFlxwrwA62xw7xPh/o035wGH5fF3qozycN1EZPOHGZOs4Hl/ay4aHnQCKlTy7HWyO/u7u5EXHS/3z/i+Op94Drm+GygRkudaa27rEFSRSNTWLhushcBZPddnWq+D0ib4/0ydQRl4HrktKxKGLM4OrcEDiM71frMRkw6TbBnWcccn7UQCV1FQh07ti+z2L6agskOWUQcEYbY7meOoDrtKI86xjX7zXYry18mIqCtGI1G49VY0IYgr3CuSynjY/i+1BxfjVvOhKhaftucaa2DbF9NdUabyWKfou0Nj/RO6xQY08bcDjWv/xkxGdvESkDWk2zr8dcmHgDdNu2Hr0ZZDao+rFDWWeHEcZwmlFcoy+ok1joMWQOhjnA2/MflzY7LhuCy8iMfXAe1a2XGLHM8NR9shDPFR8udGbtMsWkjM4R6bW7k0YBxOM20axhjjlJTXtkZhL1R286iS9ZpVttV2xYx2a7wyJ466GoztT1SgSbrBEQcfUGKjhK2OZH6qm9sVzvGtjYTErS8mhbsGs/P4fMHg8FEO47RAkxa5LW+VaDidhD7WTBiB1XLUGtbFO1U6J/WV+16tXZcr2NH2hwHc4d84EUn/EPGA4EF6dWQaQ9cnVbu2eK4mtFTJ1TVaXxmDnpN1VZHlIe8NDSCj4dCjE8sQ6SNAJdfw0zYAOpSg5w/KAD6UoOsHHxNhJWgPtCA6SvT2XCpUeb8ZbOpUeeZ4WfHVWOrs092yKcNuWZ1ietzo4W6wpAewpHalBRjTB1+PjluGit+cMcVx6jjiWXcIqJqy1R9hi3h9iFztHkkKhNO+BqZeszXzMqOa+ukak2LHcnaC2kyh1rtEo/2Zu0XwyO4XPdNsx/WgE4OT6bk1bZwH7e3t8eKdvaSF77+tDxl9ddWv/w74ZEAhNWofdfr8X3Nfku1cBk71mYZ5naotWcdMek0ak8UaC8wewD0E8azRrZP1eWaEpr1orksrPzyJ5eN1Wl+4DlWW+tFFd3MmNZQJ7z2h+tq/ahzXys/l3Gaw6n1lKWpZeSGjI+p5QP7tVOWnZs1jvjdoqMUcRh6hNh0Y8xywGlhp1ftED/XGuamgkVtFGnad7aB+MzsL583zclj2KZraN+sCrWKOGwfa+p0JmIxNacS5dXv6NRAyEFZkA5emtPW7uN/vlatDcjqJEPrUdV/Fn1wfNbW6Uh57TrGHBdzh3xkcVJAf+w8/McPc7b+MqsafE6bclBbSSIijznLDIAaCz42i5XmvLBCwbFbip6XNRxcr7x+N6vsmcFUNULrjY2QTtDge5XVo+5vmmaizrVxVGUhg9UsPVfvi3aItJNVu/d8PP/euOFw3JwxxwPbKDxrPCGdn1d2BPFdbbY62DiXqdkX2Ai1U2pLMkdeY6SzMuI7263sXQo6Soe6yUbFdKK82jUtr5a9zYHN2g09LmsnV1ZWYnV19Ui4Dt8fPl6vM4tNbXNm0Y7o8drmRMSR/PP1Ue/4i4gjb7HM6tuYRZhboebYacAGiX+QcJgxtNc0h2s743h8wtjqiz3U6OJ7mzLBKmTNELOjxQ7ecDicOJYnoOjDtrKyMrGyh6al+eZ6jDgc5kQ4goZ8qHOcGS3ulGSOeBbXx8djSE8NqzryfM+0oeLrcD64k8Hp60ojNYVKDV3WEQJZWFHTNOOVPfA7xCcb1axDZYyZjjo9w+Ewdnd3J9ak5tEhHdHD+bDVvBpPhqrPagdA5mDVlGpuY7IOPu9DXnlEkld64vJExHipOrbzyL+KTywAIG11Itn+1ZxlrROUXcUX5JVfBY+y4J0JTbMfHoiR1+FwONFG1u7PtE5Jjay9rYls3N7xtbGN33SM3yX2sRrPbVvbiLgx01jqTYmAjRc/uNOGiLJhKFYws3hkfKoqWwPHZvkEvEoEDDvSV6WX0+FJidPIevG6vbaf65DhfOo52V/tmIijBrDWacn2cyOkxlrzy/e4rQx8fK3cXC96b9hYZmo4H2tn2pjF0Y6sOiZsz/U8FlNqDiyno9fMRrAU3c7tRybYZLZL24FsRE6/c53gj8vIx7BjnY3AZXmvHZPFotdsnAom7KRCcOFlWzlsLgP5axs9rsGdnmntD8Dvhver6MQCVs1ncBtgjoOFQj70x8cGQt8CyMfAqLDRQIiDGqDMkQWZc5uhxoeP1zLo6h/qGPL19M1+eqwqHur8KW2ONOel1olRp5Kvj0mIUEdQt6oO4Z7VlpViw8X3WxsYpFdz5jUNdY61o9TWMdBJKVpOHV7N1vs2xixH5pxAac7mkKAt4BE5dfzYCYVdmva8ZkJLTYjI8t1WrswOYe1pXs+Yw1bUNum5nEftTNTy3FaujJp6r/ZQ2yq2+yiblgnlzNrnWr7byqbXn9bGczun4huceiyU0O/3x/twn7Qd0I6QMfOyUMhHzWDBgdOHDOfByMLQ8lAUGxkNf9C43Fl6rrM43DrjW418BobieMhS46ezeOtaJ6TmSCN/WTxy5lzyPg7n4DzxK2h5eA/3kUM/sjyxAVKnXB10zWdNEcjUai2n1kGncxhzz4YdZcALJjS8SPMyTb0xxtRRZ1k7uzs7O2N7qe8kyOZnsPPMa8brRL5pIoo6iPqcq9OWKePatnFZeYlUfs04lpwbDoextbV1xAGNmIwtr4ktavNqdnFep5qden3xGsjqCGXjukeooNY9f2bl0u9t9rfmfGunicN/Mvh+cZmyPLbN/zFmGgu92CWi3ZGFo5opkRzSUTN6maPT5nguQ+aoTTPY7Ixyj7ZmMJbN16Lns8OPzos6t7UGUR1P/c77s85Om9OvsHM9zaCpgqC/L/6NZb8ZG0tjjp9MQOBRSAa2v82+czptx7TlA/9nCmiW57Y0ap/Zy13Y6ZxFoWXa4nindSZqZPWmeZlWtyx8ZSJHrc4y2uohK+OsZa4JTxzOqddvu+/GzMvCq3zUhkxqDhU7X6pOwtnj3ifH3OnEEXYOa8xifLNhNO29cllZoWCHtWZwdfiPr5lNtIDzy8OIqlLzddWIs7MLJxrDW51OZ7yGON5ghvT0RQVoDBH+oXF9WhaNj2TDmykBGLHg+kG5tK4y481pZB08/h3pvbQabczxox1tjBbBprCN4AlnLLDwJ1C7V3MOkYc2p7OWrn7WRIPs7bf8hlwOXWSVHemqmsptAY9ycvqZc852V9dWxmc28T+zkVo/tQn1sLXctmR5akN9A722XpOP5fYxC91TX4TbIKSj4peKfsYsy1IhH4rOzFVjArBdl7FhAwFjhfPZMcrCMtQgIr+13nCmfJRSJq7JnxoikRmHbCUQTp8NPjuc7BRnDnUW64ZjsXIFGxRWpVEmDEUCDrnhGc+oW34JAWZIazmye6ux1NrAaaeJVwDQ47S8tfun94q3I4a81oC0DTkaY6aTPatwqGGnMnUzc6SzcDNVR6c9r7MqueowY1t2DK/mwfnC2wVZaImIcegZ20l2nHmyNLd1bYqp2isN5eBzVLCpiRJKtnKSikL8OnOko5O/2+paP6c5tiwc8brZWi/8nR1mpKHl1mNm+c0Y08ZCIR+zKADZw96WZvZQaA8YRlWd+uxhVKe6lk+cz9+zB19jsPS8LJxiGrMMm2V5qf0pMKTsOLPznp3DahKPHmh+GL3v3GBmxpLvparTuAbnoaZMIU+Z054dU8uzMeZ4yJ5DPO9sU5i2Z1s/25wv3t9mh2e10Wp/VeHM7C+3XbMuwdbWBnCa6khjnx47a5q172pza6JDm2jG124bVdDv0+yy1vUizOrIGzMvczvU2QtMMkd6NBqNFVENScAapfzwZ8oEJjhC4YAjrZMpsjjm2qd+5/95qE33w6mupaXnsWFS55FVAw3b4GtxDHR2HCbEaPk1RATf19bWxmkNBoNx5wRKijYg/X5/3BDCwHK4CMPGiVdMqc0C53JihIIne3KoCw+lquHGbyhbH13f/KWx1TwBykbVmPnQzrPCnWNMEObwMqiN/ExnyiqPaPG1M1SVzCZAcv7azoftUUEFeUT+0U5tb29H0zSxtbUV29vbY1upZeJr8WdWvxH7tg2vdJ+2chHg8Josvht2mutEJ3/yC7CyuoOyruEVWj4cr+0L7qnaZ70X3FbifxXgWMDj90tofrE9U6bdBphlmcuhznri+B4x+cYnXmGBj4Mh5YcA6PGj0Sh6vV7s7e1NOF58bVUvM8OsZeD9+J45rGy4NK22dNVx09VEpjnTbERg1DRuG9v6/f4Rg6BOPpcHdbi9vR0REYPBILa3t8fxjuzcouODVVlq9wvX1jjrrKOkdYY1Tjudznh1F26s2AiyUeT655UAdMiSGwTu2LCKxOEsxpj5yJQ+tpdwBPl55lUy+Hh1dPj5ZTuXxSJHHJ1vg+88ETJ71jNll+0uh3xw+AFeErWzszNewWpraysGg0EMBoOJl0hlgkzN7rDNGg6HsbOzM7ZT2A77nI10cmcnG51kBZ3bb1wDggrqLqs3vp/a3mejhLW2l1Vu7TDgGE0DqC3n8szSgcL2aZ0bY2ZhoRe7MNMMFH/PeroKK5rqtPN3fhkLUIOs+QCZCqITTpAep51t13TbrjuNNiVX/2/LTy0dDqHIVIuIesOTqUbzlCUju7/Z/9N+X9nyVLPmxQbUmOND7a/a4qxjm5E56LV9jHa41XFrc6rwmQkb6hDij8sFh7T2cpZ5nDYtI9u3LG38n5VvnnBEtbvTOh9Zm5tdR8WQafeBy6PtsuajDc7fLM61McuwUMiHvvwjoj1WmR9ODLGrAYs4NIYcMsAT1jDJpWmacRgIVFWFe+gASoM60TychzIi37qqCSsU2M9lw7W556zhCG0qtaoKrFBPU7RrhgyfrP6ura2N63swGIzzx2tRZ7F6yAsbKW4kMzJ1m/fxNfQ3w/WovxMOL9LhS0bvE0+G3N3dtUJtzAUg6/Dzs8qv4VbnTDvu05x0/tPr1hRL3cfpo61gdRk2eHV1ddzmINRjMBjEuXPnYjAYjNVqFX3QRrBzx3lU55/tlpYb/2fOsm6vtQ3aydARPX0xD9pjVpRhi7mDUSO7h7PEmWcT89vuqdYDH6f323bfHCdzO9T4kbJTjQc/i6dTpxI9+Ig4MgTIjpf++LMHTx8u3adOHpzBiBiHNKhzjXM1D3w9DP+hXOo0s0OtcWmZwVdHvfbHx3CMMW9HHrLeONfx6urq+Fi8hIBjHTmvqm6jblRl0k4Mf/J5ep8YTQvfcf/4fx3u4/uVNSBtDrUxZjHalMNsH2wm5thkokabDeHv2lFW9VTzM+07n8cvP2Fho9/vR7/fj6ZpYjAYxGg0isFgEJubm+PwOX4xDdtKHgFU2N5yXbU5feosZ+1VmyKsggY78wjF49AcFo40dCMTydqcXf7E96x9YD+hbRSYOwhcl+xH1Ope82XMIiwV8lHrHbb9KGsPYFv6MEZtPWB+iPUaalR0bWft5Wc9aTXsmZFip1ljuqb1hGsKDOc9G/ZC+m1pZkYWyj476Fkdt3UA9FpZPWYqUXZexOQbMbUDUSu71gHXtda//vG5ViqMOR5qamimxup3Vj8z2zPrdWtOZM351GMyu6QCBpxdXnO6rTOR/a8CANtfVoxZ1MB5tZeLsUCkdjkTYIDGXet5Wm+ZYMVlmdWmZvVQqzP9TfA1amo3/5ZmcaqNWZSFJiXysB2oDdspumIDzo2YHJqPOFR7a6pnZjCQHrahd41tmMSnazhn8V2ZE81lhZrLsXMwsLwGqaof2phkTigbcR5u1B46hhU5Pc67Ds+VMrk6CNRqVq81NCWrC/5NqEOqjQKOmRb2wfcxW+WEy4P86UgGXyfr4KhCraEtxpjZ0BUm1KGdFg7Azx6PTs7iTLeNdLWJDzXhInPo0G6oPeYRSkzqxiocPPqKNFTA0TJiXWfOB68ooiGD3A4hJEXrWydTYju3ATpJEit2sAPPZc9GJXmtcW5za45xTWDJjs86GXxOlp5+1+MAyjPLucbMysIKNQ/96ELrmRMG1Bnj9PSHzY5Y5tzWnGntYWcvSeFZ25mTro4ujGstf/zJs6W5rNNUVu04ZKEeWmfsDGadGeRJHXR0JnZ3dyfCP4bD4YTDmXWOtKHUIbWss9PmUGv59b6i7rmjNc3wsXKUOdzsTNuhNmY+1D7ydnWAMqdbO7vsQOu58yidfD3NR03IQX40DbVHakPxwisskVd7a2FthC1rH9m2sZOKEAwN9eM/nhNUaze4PdS5R7waleZT7byGBWK71m3WiaiRtcO6T9sa3taWJt/f7Pu0dIyZhYUdanZCdOJeRs3IZmoEJm6wA5wZEnWms2EuVXd1ImIWppAp4rymsa4qUYuZZrKwi6wutFyZkWEjyx0OvQ9ZWAM7kJxet9sdL0+Y3bssTzqMm5WF73EbtfN05KNGW0gHXyM71hgzP5kNy/ZNO7dtPztyvJ0/MydL088U8ux6mb1Vu4G5JtxZR5ui6elydVk+tB3M7BNsfNbuadumIR9qr9vCOVBO/p4dw/XBYklbpyEre9tIQ9txs5wzD24HzHGwtELND0ptpYeaA1kbBsP6mqWUsZLKzrU6xuw8Iy+9Xm98HMIbMBER37Edx0VMDk9mMXF7e3sxGAzGk9mgUiDMg9XPLKSjplRoeAf/cdiDqioYcuPQGDbsWRnwP+oBIR9Nczizm89pU0WQppYHaKhGTYnSusk6OG2GM3OQ+X+kwZMv/UIXY5ZHn/fa/9M+9Zx5lMeIo6/NrpHZoMzxq40IDgaD8ZrT+rIxtbX8/gS232qbtPzajnBYCLclsPXc9vHoqzr8WrZOpzNuExkWiTi/KnBw+4Pt2STCTKVv+x3MYpdxPR1h5M6JomEeFlXMcbLQKh8RRyd/ZQaOj+f/21RITiNzonV7piioI4qQAczahhGBQ63XgRHgmDh9aDlcAMaPQwymhWKoYdEhRa4X3c71pHXPDYIq2Nkr21EvETERV8foECLg75nDy2XN6qTNEdfjpjnU00De+Tc7S+iIMWZ+Fn1Ws477NNgxrYkHsyqcNdFA1dhSysRLUNipZrSt4uX2YA91XhE7qxx2p2XglVHYRrMd57AMXUkFIkxm9znkj0Ma1emFsKaONgsYWd5xr2qdqlnvWe33MU18qZ3j9sAsw8IKNTso3HtlJRKf6oixoarFWmXX0/PZ2dTeMceJ4a17rFbjLVcaW62OF5dFnWhdqi1zorkO2PDjD8aM/9jxV6VaHe7aMJrmBdszI5Z1SrSu1cmv3ZM2so5Fdkxbnljx5t+fHq/5y0JCNHTHGHM8tI1EsV3U9mI0Onw9ec1O1J5VfY6z9yVkeeQ/ToPtttp7OJKcRpbvmkJdW89ZxRGMHGZr5WO/toOZEs52HOei7UE7yOnz8rZa51w+lIHtMddjrT3hd01EHH1ZDu/TMuv3eTtvNcfZbYBZloUUahgJrHKxs7MTEZO9cUadPjYWbapmTaVg48A9cw7t6Pf749e+rq+vj40HVvno9/uxurp6RKFG+k3TjF/3imE+VqN5rVEemtP45MxZQ9kRarG6ujp+WcDa2lqsrq6OFXQYuyw8ResG10F+1AHmBkANFzvtOrTIE1hYTeFj9Dvyo+VvM4Jq8HV4kldRwSx7vl/aCaotm6ersnhSojHzkz3D05bexP8RMZ5kBzEm4uhrpmuCQaY8w0nLOs9Z3rUdwXeek4Lz8bKWpmnGoR6w3RA/2EZz+B3aHC7P7u7uuN2cBjvU6uwDttFZqAqLTWgjUW4O+YMtRFgj1wGHeGqd8v6IyVFrbcu1Xed2hu9D2z3L9rXBYk5bZ8+YZVhKoWanhifE6XH8mf2Yaw5z7brsKOofjAacaSjRcEwRL5aFfDCsYPK2mrLJ/2dlzoa8uEMAg8ifOplSjbXmVz+5rjjv2WhBm6HTxqdNRVBDrmEmWj81Zzu7v6zAoBFWFYQbRa4PvUdWpo1ZDn5+1fZlijO2qz1g21RrCzIHmtF8qI1WkUBtHSu6+OSRSMyXgYC0u7t75OVgvEQef8KhzuxmW7k0bCIb/QWZKJSll42M8gpWvCpUVr+a/yw/rFbzsSqWqBgDu52F7hwH6kxr22DMsizkUKuSyAYrM4qZ+tvmyEXksXTqVLG6ACPBTqn+qUOtM7A1j7yd36qnSwbBAGAdz4ijy/RkeYXTjzdvwfHnfcgzr6WtsXps/PnaqtKyiq4NCN8rTrd2//mz9j3rbGi6mVHNvmd5yJxzddK5LJlaXlNDjDGzo8+SOlER+VJnPL8jSytzerS9ATpSmNkczhd3yGETOT0ehcRERHaoeXQWb05E3nnejoojEZGKOLhmNskus8ttdjTrmLBDnQkzHNbC84I4nlqFDM4T13E2QZR9g1rnics1i12exRHORBSPSpoLwcKvHudP9OBr6HCepqPKZ81hy1b24BnNGiIBBxXDcnBeObY6u+bKykrs7e1NLHQPo8pGRsMqYPTUueUhN47lXltbi263GxsbG7G2tha9Xi/W1tbGeUfoB4d8wMFGvSN9KCh6fZ4oyQaRGxDejuvBiOK+sbHUYVm9VzhH45yzPz4vmx2e/f7UedYOEeqdv6tyxdfUfBhjZqOmKGtHNVM4YR944jcrstwm1DrkvI3jktkGMmxfdN6MOuNYySNzqHmJ0dXV1djb24uNjY2xE83tDEILtTxsX1EPeEkM9rNtYjusjmGtLdWy84gnys/lxndewUo7KJkApiMM/Jk512zHszRg19W2a6csE0pUbddj2yakW6k2y7BwyIf25iPyVSeyeKvacBQ/hG2GWv9nZ1sNhv6fTfBDXtU55geaDbY+wJrnWs/9zOZmfMUv/VL85ld8RXTOnDkyEVHzpxMs1RCyMawZKM1DZoQyZ3maYcmMKkBDg9+IGlWub64vTS/7jWX5yL5rGWrGt1YGY8xs1DrVbXCHGAo17C07VXwc24LMztUmi9fyXFO8cT5GJSEuIIYa2yPiyHwMpJ21IxAscB3UF9v24XB4xLZrHXOd6D3I7gv/n9namoKrijXfjywkJOvwaF5UZJmWRhaTr8cybap2rQ0w5rhYSKHO1EgO6+CHQic18KtSuUfNn7gOp8/Ora6AwfHROsSWOdDZcBc/8KxQYDIKeus8/DVvvT37He+IR95ySzzrD/4g/ufXfE3aAVAHm+PyNM+oY1Vf9TXouqwRdxK4kWJDyQo7z8iGeq15mTY8x0a0bbgvO29azLqOBqCxy+omi4s3xixO7RlS50ntrTrVaovU6c2ulTnDup3TrOUfNo6daFaoeVIg5xtOdqfTia2trWiaZmJEdHd3d6LN0bYR1+Sy9nq9I0p7mxDC9aVCB9s7Vv4jYmJta80Tv1+hTYzQemX7XrPxNZGEO1O6Cgjv52vhM3Py+bhZO1gWV8wyzOVQw6HSHzKc6czhiTg0Cjqczw+k9uiznjSHfOB12QiL6HQ6EyEftaXn2MHWh1CHvtih3tnZiZ2dnSPxZGxgtUOB/P+r//gfo0cxgk/54z+Op/zxH8durxe/8jM/U435RsgKd1i4bthZ5FAUbghgGDEUyWXXlTJwb2DQMmWCwzI4DlCNKv9esE2HBGsNnjr9fE+4znXEQJUV3s/DylYojLkwaNugzhPHAmc2QNuKaQ5O1qFGOmyHGBUDOCwOth5ONIf3aWcc4R9Y9aPX643tba/XO9I2qO3WPOMYONRwIOHkq4DAZcscahwLgYHDQ9AmaF0BLhfnV6+J8Ehtk7g8/F3Lz/dB2yJ2lFXoych+K5l4UrP9dqbNsiz8YpdsmxpINm78v/Y6tVet/0fkLxepKc+s5mr6WdqMOmXsmGVKwTTnrGma+A/f/M3xRW99azzhL/8y+ru7Mez14gOf8Rlx89d8zZHyzvKn6eOz5lSiseC6yNTa7B5ynbCDWzOwWV1kSgWrPNPI8hMRaUPadm/sSBtzceHnnhVB3s6O+LSRL42T5U+9ZlueuJPOccPZUnzs1OlI3nA4jF6vN7a7pZTx2wQ1xBBwLHVbG1ij5khqftn+sSiUOaksRnB+p9Vjlodam4XvmRgzq02fBdt9c08xt0PND5YaCYQW1FRb/j+bcKDOb6bMQs3lF7TgOxRqbGell0Mo1Nlm47GzsxODwSCapont7e3xZBSe2c0ONhsmwAZqZWUl7j5xIgb9fnT39mLY7cbK7m7srK/H9iWXRK9zdIKfGkN2PNnI8aoj/CrcwWAwVllYoR6NRhOqMk+i5Ovq/VXlh4/Xe9dmvFhlqHXMZlGkskYii/XLRhO4s4E8TWtwjTFH0ecYjjCeKR2Rys6Z5qi1KZJMm7OlaXM4BT7hRA+Hw7H952NUddV87e7uxtbW1kRoII8y8ugez4/h/Jdy9C2H+IR91RFDdcCRF16dQxcMYCefy6hpZIIL8sPnoD74vrPCrvnM0uPfDudJ0YmaaHN4lRit12nM0lkwZhYWdqgj8rcboVeuKjRgR5bP5Yls7Exz2AaOh+NcSplYCYMX2cd3rJDB8db6wDVNMzYg29vbsbW1Nf4ORxpDYDC+GmbBCjaMZ0SMjerJ8+fjhqc8Jf706U+PJ99wQ1xy990TTmvWi0ea7FCzkoN8YegRL59BR4CHLdFxUIeaOzDcKMG4q1MKA82hP1qGLM4N9xaNg5YF6ejvJfv96R/nkRscHSrl8/X3aIyZj5ojog6aOt3zqJ6z5KGmXup1WQFnm8ZrTOO7Om36yU410jh//nyUUmJzczM2Nzcnls6DyKPvQdB64rlILCahjeMRRy0nPtEpUIc6a2f0PrDjrk5q2wgk32cWN7LrZsIJ2oVM6GChCZ/cVmgnQ8WW2u9C2zsLK2ZZFl7lYxq1h4/31wxWNoGOjY2q43q8hodkhj1iephELXYOzlp2npbj1Llz8Yo3vCF+6cUvjuHll8fa2lq86SUviVOnTsVGoqhkedLeuzqHNSdTjYnuzxxczY/WXfZdnXI2WKpGqQM9zZnOnPOszrJ6qdWBlq/W0Bhj5iN75iPalcl7ypFRG87zK3TOBexjW/7UqWb7DwedVVpWbjMnFtdSe8STB9V+YxunyQJDtq71NLK2m/NTS29aZ0ntf3YuO+VZu8Tf1XlWattq290GmGWZy6FW44NtEZMhAhFHJxjgWBgD/fGqk6zOMS8XpxMO0evn7bzaBxurbKIaT+LjyYc6MUMn4MFgsfHCg4nVTJ73R38UV33kI/Gc//k/440vecnEkB4rCLg+XtqCOkIZhsPhkQ4EKwha17wt63hAjak1GLh20zTj+i2lTLxkJuu48G+CVQrOHzvN+ltQhYJ/O/zJHR3+Q2cIf5lCzXlCfduYGjMfavOxLWLSIWp7tvh5zkSPadQcJE4bNo6PZfuR2Yna3BsVIJAWf2KdahUjVHHmsEVuw3h0dmVlZRzaB4Ua7RPXOc5pmv1Qxe3t7Qn7iONUqNJ6Qtgmn8vHaggd56F2/zKlOgvL4N8L501HPNBecYdHQ1D4t8F+B1+P8655MWYRFgr5YAOSPVT8P59X68Gys8fb4CCzY8nfeak8dag5XEQNAj55Zjd68ln8MTu3Wg+8PimMcqfTiZ/8uZ+LPjm8T7/ppnj6TTfFbrcbP/5DPzTOA9SMzKFGWmpoYXzbGhOg6j13eFQh0vuHY1ll4XvCL9XR0B9cQ++1pq2KBf+2MsPIZCo0h7noBKOsbngZR2PM7LDz0uZI1Z6tNtul58xi62poh5vtRDaaxXlQJ0/bMNhodtC5XdQ0YWt5Xg9e7AV7lIUwctge2grtAGBlEYQtsl3nOuX2hPMJG56NyvL5GtIBaiIIzs3Ekuy+ot41Lpvzz2VSh5q38/3NxB1jjpOFQz6054tt6iDhQWIHsObgREw6gJyG0rZtFkWEy8APXGZgFzHk3/llXxZfeeON8ZRbbon+7m7sdLvxl094QvzhS14ycW0NF9E1SdlRZaWjZri0Lmr/o/41rVq9qxLN6nRNncjuo6pGbepAFgvHtDVavL1tiBJlM8bMjz7DtX1tx2XnLGJzs3PUFmTOs9oXbUfa2qPMpmV/mj+ul+FwOCFMtLUFHI6odo9Hj3nlkKxOsnzV7Gjt/Iza/eb/dTSCHW29Lgsrmq+sXqflfdb9xizCQgp15uDAGNT2cxyZPmw6FMUhHpmDPUveavuzMkCtgCqt65CqEqH57Xa743VIcY27NjZiq9uN7u5uDFdWoru7G1u9Xty1vh6dg7dhoV4wCbLT6cRwODwymYW/45XlXD9Ih1VtxN1pQ6EKCq6rjrsqzihvNjypDrUaTlYY2hoaNp7qTLMqovHt3IDwdlYlkA7yqW+jNMbMh9qV2jFZWxAxuSZ1lm7bdnbcsmP4mmw7MlVa08xEAlaruYOuYXT8PevQ80gp20SE9GHZPW5TWMjIwlNQl6hPTKTXfMPusQ3VtjVzUtVWzyo2tTndHFoCWGUejUZHVqFiUUfzxdfMQjt0dGGWfBozL0s51BFxxFiw06QPS5vDzWlo7LNO0kA+2vI4bR+ur716XopO1+LkMvJ3juVCmk3TxOnt7Xj7ddfFH3/mZ8b1f/ZncenZsxNvzuJ6gYGBWpHF03U6nVhbWxvXEYYHYaBYyWCHmsMoOG6waZpxXXPjyA61NiiI/eP7hP1aR+pQa2OWNYr8m8Fx6kxzWWYZWeDt6BSwceaZ9caY2dA2oCZ8sB3QUK9MxeTP7Hq6L3Oi2e7pMqe12OKI+ghpNlKo1+XzVLABsJe8lB1CDTud/ReuINQDdlqvybYe14UdQ9q8sgeH6/E9y9rXWl1mZcqcb0X38f3VtlXbBP4fx2uoo4o4SIevVxtFmCW/xszDUqt8zPvjqw29R9RDDXCdzFBPc851f2YYkC9VPTUUI3NKa3mHIfixZz87+v1+rK6uxq9+3ufF+vp6rNPwXkRMGEIYNu6dc7wZDC5PfuRz1JnU3rquTMJpYHvW+6+NJmQNaNYY6feswZymHExrQHlfzbHOOkPGmItHm22f5Zya41cb4WpzpjLnLNtWO7fmoHI8cIYqs3CG+W2GmZ3XOpnm4LKNr9nWrJxsqxd1OC+Uva39fnh/9tl2rDGLsvCbEtVI6f6Io8sK1Ybp+Piao5YZ0TbDmKmTDDvRcFJ3d3djMBjE5ubm2AFlRRfn8ZAaJhFiH66/s7MTETGe2IjvOzs7Ucr++tmrq6vR6XRiMBhMvD5dVyphVRXqOSYnrq6uHjG0yDfyhD/OCzvpyAc78SiHqh9cx6zaTDPQqixog8fncSOonR3eninUKD//ZWXhdc3tWBtzYck60ezc8ShfWxoRR+175kizTdA3H2YhG9r2qPOrbVKmvHKIIq6vzjSnoaNtsO07Ozvj1T0wAsnhdci3Kt/ThAq1vZnAwAoy14GKYZmCnx3TJpRh2zSxpGafs/N0lCBrZ2a9rjHzciyTEvWHr0NoOoxfo+ZIY1+mMGeGTc+tqZ/ssMGh5pU9+G1R7LhhKT2dLZ3NSObhN1yLZ1Ij3AOhHqPRaOJFAHAAedgUxlvfGsUGU4c78QZFjq2LiHGsHraxco281gwaq9tcr9k9UeOt1+Nja6qSOtVsMAGH73A9ZKMCVqmNuXBME0Xw/OuxbY6rbsuEE7UPmd2ojazBtmZlqTn8bFcAvxRLbSTOQTsAEYBHN2HzEV4H4QShfmr32IZn5VO7zE4+rol8zqPKZ2ibv4yNbVOg2+4F9tccZb6fy6rvxoClX+xS69Fpb7i2f9q+7MfOjhQvfwejBOVRHcOIwweOY6XhSGcx1KzosvGrOXzT6grriWINaFY1UF/cEACUi9eszoYX8ZmpvPhj9YGPY4POBh7H8PUyR7ut11+j1lBlZdH/dVsW8qLX0vqyQ23MYkx7dmqOHc7V/ZnCOmuaWUhHNjLJ6KTrjGk2jsuRqb3caVDnP1PTOR20TXgPAavQ6vTqCGCWP803nGq2h9MEqlr6nIdM4V+U7L5Mc7JnvZc43o60OS4Wcqi1xw81UCfb1XqpuhwQgx84O8ERh8vHIR28RhvHwNhgXWHEn2WqaESMX9u9t7cX29vbsbm5Gbu7u7G5uTlew1PVZXUQoS6rWsovXNFyo2yYwY00MBGFh/bYOKE+kCco2FAuGP6fFRp+4QDWOoXRhoFlhYRf/IJ0B4NBrK6uxsrKSqytrU2o6Boqok6vNjicLt9/fE5TnPhP61aHNXmiK+rFzrQxyzFNzaw5OGr7eZm3WpqZ2sjOqo7MZfnM8sz79PrZMdk2VnzV6eX88QvRshA9dU45/C8iJlZZ4vZWJ/JzeTiPWqZa+Ie+EK0WzpEJIjxqq/Zc88V2mMNuskmgXD9Nc/QFOzhW2xr+rIlOWX0ZMy9Lh3yoswMytTb7sWZONcfWqeFUIwvnknvh+NQHks9lh3owGIzfLIW3I8KhZkcNqCHl78hzFurCYR74n2OlNQ0OV0D9cRr8XcvJ18AnyoPOR63zokZJr9M0zZEQiqxupikeeq1MpW5Tp9Wp1vJqY56p+ciDnWtj5mOaMz0LardZNeXnN7Ml7IRmzpEKIBGHNlQ7/7Xyqf1gB5Dzx+Eb7GhCDMlsl9owlAk2Gv9DSOHVmHguiHYAdMQTx2vdcfl0xLLWVrcp4PgfeeJy1mgLD2nriC2jUHN+WERyG2CWZWGHepYfoP74+ceL74gFxpI+2I/vvCwbp4cHJwuZ4JjmGnCo2YlmpXPaMFA2QYTP40YBf+rw4pPJjHKm1LTlsc2gZBM/s1461x9CX1iNYKOJ+4nRgWkT/WqhGdzAZNuy87JGqubEqxqC9I0x86Od0mXSUccsu8Ys6WTHZ51qdXoz26i2AseoWKSO+7Q8c9q67KjmKVO5OfyD20ie86Kqr36vtS1arrb9mfqLDsQ0asKG1g/QdlLb1KxMWccnE25mKasxs7CQQ60xyowOwUUcGiLeHxETccQ64xkPhq7Die9s3JAOwhhKKemwEztlHBqAV7XCoeZhuewh4/ATVT3ROeBVJBBaoUaBz1dlmsMoMqPaNM3ECiOZ8cUnvuur21XFrg257ezsjFctGQwG4/O3t7fHK4Ssr69XX/ii+VPnl5VyHQblkI7a/3D4WenJron7isbIw3vGLAaLH0BtZebI4Vw9RlXDtmczc2i5vVGHidNSkYdtnTpkGsaG81nw0Wtqpz4LlUDaAN9V0dU6g83DS2DwHoLd3d2JdxJwmWsdBq2fmmhTC/XQ79rGatl1lADn1u41+wxaD3wPsmNncYzbBB1jFmVphbr24+UfKqsPmQqN75kR4iEtTg8P0fDgrYMavwaHSRXM4XA4vgb+hsPhOMyj1rvWBzhTMjLnFfmqGa2sDtloqGKR1e80ON/69kk2IjqciU9MhMR3dcjRgeA65/LX6mmayszbdDuno6Efet+0vvV3Z4yZn8zxWyYdAEcrYnpMq547izoMOJROHVD9rudnYYlqn9quDbIY55qCyp9aP9wxUFGh5mzWyqbXrOU9U4P5e9vvgtuEeW0whwW15afWMcnaEavT5jhYyKGGY8aOa9az44efHx78eNm51bf14TNLlydi6OQMwAaPHUaOXeN1qKc5YxjKUkea1Y2ImFCnoZTXyoA/KOt8LpzWthg5TFBRRZnrv3ZvuBOTxZFxGIu+gh11h2MQ6gF1nu+5dijY0GnjwCu28H3i8vD2miOu3/Vech1oiIkxZj4yx0uV0lnOxf/cRkxTDNscsppijnxlokgWItF2DRWOVAWG/W9ztlUhzRw8HuHF8ZjEjraD36yL5fZYndY2Qu+V1oM6raooq5DFecWoM7f53BZlnYeaUIV9OFaV6+z4WkcrU6NVRDJmURYO+ej1ehERY0eKlT81HFB++UHgWGpshzPW9mDAmecwETyw/X7/iNPLeQIa9oG1p+GA8oQQ7emykWJjBqVW81trULBCBndOOp3DF7vAKGqaGOor5fDlMFwnqA92VtUpRdlZoVfjwvcACjWfX0oZDzViLWvkFx0kNdDaOdA88aoqqiBweEemWqtKXVPAuRMItd1KtTHzoyNO6uhozC4fm6UB+FmtKYfsYPL1suc4c5BrjnQmlmg+a3nKRBYtQxb6mHXoa04iBKCmacZCDNoEtJ86CjlLvjh/up3bEoQv4lhuc3AMlw3tMZcJ7Y9eN7t+rb3I7iOLRLWOC7cVfA12sN0WmEVZWKHmH7oOfSnswPKDwaooDEXE5IS+NoUCDzgPdenyS5lDjXPVeWtTOtQoIH2Os+PeeltdwAlHp4QdanZEOW01YuyIs7rN9Y38ar64nrLhLy437puqv3CosR2hNxFx5OUxWackM9pZ/GFWl5mznZWjzameZnyNMYuTOWaz0ua0LpufWZ1ptvNAY8Y5v0gHnzp6qulx2wb7CrSN4Wtw2CLsPsQdONTakck6CDXHVRVnFiFYddb8qY2HT1BziDltLbeeM8tvIUuf0TaghtsCswwLvXqcf7zsDGZOa0TuYOraxxF1hbpmYBGGgWvD0Oi14fixE6o9VDij6phmsWpcZkzE42tOA0r0+vp6anyxjdMGcMRxbX5teE2hVkdTlwJkB5udcQ2PYWWbjSwrF7ivvOIHyoxt2lDxfWJHn+8B//HbHzl/qlBnYSH8+8U1+XrGmNnIOrr41NCArMOu5+j2zE4gvVltraaROcvq8LKgwaNqyBeHw2FEjtOD7db0uIxsm/iFW0DFFT6vJq7oiiFcNuQrc6i1Q4Hy1UIlubxct9xJgPPNbYW2S21k9d7GtM4Ovuvvjds7twFmWRZyqNnQwJlSp3ea0oiHDM5XpmBn57BhyowCn4tr48FmQ8cPEQ+RwVGFs5WFQrCz2O/30ziytt51KSVOnjw5dqj7/f5YrdZ6VuPf7XbH18R3bK851Dq8xq8s57wj/EXDKzi2GWEZpRy+gRLO9M7OzkT4i6ro3BHJGkp+wQGXg2Pc9S2WnCfOMxt/brhUrefXyxtjZkfFBmyDzeNnORtpqwkw6qSpM1ojG/nC9mx/5kjr/Be2wcgHr0aEP9hjtsu8kkfE4RwRlBXfWUjg9oxtupYr6wDUOh/4zEI+aoKOvoEYtpZtdC3kA840bCuPHmfiWm2EgJcG5Gso6hCrqs9tAfKoQosxx8HCCnX210bWC8TDxj1ZXAPHstqB62DyWxZDy4abHSlcl3vp/ADimpdsbcXLf/VX45df/OK4a339yDBWZnyz9EBm5DjmDQ48HOrsevxdJy5ynrLhOs0PtvPx/KIX5C9TjFT15YaOhwJ5zWqF1QrtAGlsW+26qjToMdn5bPBh4PH/tN+uMaYOnil+zvSZmua0aExxRH2teLUdDD/bnAYf36Zaq53P1onmT5QZggHsOgstnBfUE9dZlj/YenU2NQ/Z/hpID3nB+SwQ6epMamdr6XE59KU00/KmZc8+9fhZbXZtRKT2vzHLMJdDrT14Dk+IOBxCZ2WyaZqJSW9q7PBWKKic+rBw7xTb+ViN6VLni2OleZkk7Qkjv89917viqo98JJ77znfGbz3/+eMwFDZuaowyw5kpC+ywrq+vx/r6eqysrMTq6upYadaGh+sYn215ypxn/Z9HF1R97vf74zrDfcO6pzzsh7yy0eVJhahTfr16FleoHazakBwrJbw6C/KTvY2spkLwb6rWaBtj2uFnhu0w71N7pI4sjlVHmK+ROU9tz6uq4Xy9TLFl+6ohdRq6gXR1JI0dUw7F42vy8qw4T1VfFhs0XANl4+01hzP7P3vxFhx3bgtRRggt3W53nG8uu05+5PPwBmNejpbn1uB+18rC7TmO5faCfztZm6d1nIUBZlhcMcuwkEPNDyFPhuDXWuPBioixY1ZzlmCMWfnFcaxWsEKNFRrgwHc6ndjZ2Rlfn4fl8AnHLlN6/80P/3D0KDTiaTfeGE+78cYYdrvx7773e8crWKAe2CDjIWTFF0aZH1x1qFdXV2NlZSXW19fHDrUaA6QHxYOddb03nLc2g9s0zTishZ3R4XA4fnskfx8MBuO641e9s3HljhSv/oEy8gQaNsQ145b9XnRFFu4IqBKtdcnwsCs6FnaojZkffu5UFKk5J5ltanOqa9etpc12lo9nO62CEOx1v9+PtbW1ie98bGZjkCa3jUiD87C7uxuDwSCdy8HONYfoId86b4dtZ5vtUsc5U9yzNoxDJfVNxmgDWIjCJ8LqIMKgvEibO14aTqP3B39twgc72DhWOyf4rs40f9qRNsfBQiEftZgndpL4wWQjl/2gdTuvcczONz9U2cOCBzpzqAEP+fM1/sM3f3O88K1vjev+8i+jv7sbw14v3nfttfGm5z//iIrNDz4bTVYC4DxyOdn4sjOu4RrTjmfjofcm+64KOqsPSJPrSjs6cID5eL5vei85HpAbDw2vUGeW92VOLudN46P1T88DJ8+ejZe86lXxay99aWydOWNH2pglUTsM25LR5mi3pT/POZltbMsHt13sZHMMtdroLD12qHXOCM7TEUVsZ2VahQZ1qHn0N3MeM4Va2+0as9R1W/uPdnVaKEqmNmf5Rn4WtdPsP7Ttt1NtjoO5HWpWdSMmnUcY00z1YwOgKzloL5xjejWejsMH+GErpUys8qFx2cgDK6kcrnHb2lps9nrR3duLYbcbK7u7sbO2FoNLL41+53DioBq3zHDw5Ed27DkfqCPktfaKdS2POsfqdKsBY2dfjXjEoRIBhQlGkb/jPOSTlQs4tigjr/rBowG4b/jNqCOf/U54aBH3Dn/caWoL+VBV4v96y1viEbfcEs/6gz+IN7zoRWGMWQw86zXlD9/ZqQTqvKjwoefzeW3Oun7P1GQ9htXWfr8/Ho3kyeLq0GahCkifw0a0k58JE1pv7FCrg4p8wp6qrcvqD3UIZTk7Jqs3FlYywSJrB0ej/cnpCBnkED39nWi7mTn9mZPN+eZjNX8qqGVtQibAGLMoC8dQ8xCPxiZz2IX+WPUHjk+Nk1Kjwm/jY2eNDSw7Z+yAcogE0sTQGQxMt9uNE+fOxR995mfGzU97WnzWu98dp8+dm3jJCl6iwg6hqtYwCsgvO4DYj084mLxskg4TAhyrHQk24noeO9N87zgP7BhzLDurIDgeoSAwlMhX0xyutMHxc7hXPBqAcrMBxu+B7ye2c74R8qEGWodJ+XeGY77rX//r6B3kOSLiqTfcEE+94YbY7XbjR/7tv7U6YcwcsCIZMTmCmHX8cU7NWZqmmkbUX5KlDppeEzYgu4Yq0r1ebyLkA28cZBV2dXV1LJiwzWI7yu3VLtkdLruuyqRON4sZmUONukYaGtvNabfVbTYaqHnK0tDRWdQ1nGgVYLK86G9BVe+2vKtzrZ9atkxo4frKQimNmYeFXuwScfSHHzH5MhWG/68NvbDx4AdAX0DCxgvOGl+HHxhWfdlIaV6w/Wde+MJYW1uLtbW1+J0XvnBfoUjKy2VVB1W3ZUqG1k2b0cuUnGmoIqSNCddjliaXA04tN56alhpeDcvgWGWui8zgAT6PHXpNv63+OO0f/Yf/MJ73+78f17zvfdHf3Y2dbjfed+218bYv+ZKp9WmMOUqmPLcduyyZU7yIuoi2RtsDbTf29vZiZ2dnwoazM6uOHy/jCYGEl5yDGBEx6YxmthP5RJlZgMC1ITCgPeT3LWTpZfWpx6jaW4PtN58H0QX1MM1WZ/d02m9Flf1ZsApt7gkWXjaPh3tYjeWhKH5QsV1jowF6sjUFVt++F3F0jeXa8A7+xzkMDAAmNPIEOp6MgWvrkB8PUfF31MlwOJzo+aojyQorO/6cJuebDTE3ZrV4Pw3JUIUIigI3Jqy2YBsrDVkcM6sQ3JHZ2dmZ6ADht6OdGb5n/B0NB/LK62RzPng0hH87+LtrYyO2+v1xSE93by8Gq6uxefp09GZ0Cowxh6hyGxFHbHdNRND/eVubk15zypCftmtxnmAz2EZ1Op1xqII6bTi3plBnYWcRUbWpmdBScyS1njkET2231qGuIMJpZvXCdc/5ykIba8IKl3d7e3viHQGaF74ej3xnaes1VeHXfGg5ar4BX3/WDqIxGUtNSuSJGzA2IOv5Zj1LdZxxXvbD5hU9+DXlEUfjpYC+zAOw+smhBL1eb+xkYiUMBQ8e/6nB45AJNlisDKM8MD5wpvk6rHRzPWaKuS6txE4vOjyZwsOrZGgYBafBDrY6tXo+XxN5wn1FPfP9xj3JRjAyFWgWh1rzd+LcufjjJz0pbnjyk+OpN90Up86dO2K8jTGzkdmhiPZRt2nb2ObVjtfttfYiO5dHyeBQY3vE4UocEEN0vgZCQWC/uG3h8LfMdmZ5YuUb6amtx3cto9pAFX6wnUNO2jofugwei2e6PrXWs7YDfG3+X+07p6WOu16jdizXA47NfAGtO027Vj5jZmWhkA9+uGsOXjaMw+dEtA8r1R48dbi5V84PbO2hwP5MCecHMdte24/8sPKK6/OwFzuGrOhyqAs7+m0Pdlbv3EBofrVOWFlpU5z1r3a/tI5ZoWF1fTQazaRQ43/Uy7S8ZueqUvSLX/Zl49/h61/wguh2u7E+tTTGmIzMBqnjA7Ltuq0Wd602R51pfNbsJTtamX3kNgvhCnCMOaSC2x22aWzT8YnQDnU2Nd9Ig4UHtf0s2jCsSnP6fH7Nmde2GPtZIdb7Ubu/LGrwdVTQaHNwM7L7Pm9na559FlfMsiz1Yhf83+v1otvtTqxPyesV88M5i5LAxjHr0fNqHmwsYdA4n9iXGTZVMiMidnZ2JnrlKAO2c+gKw6uGcBgML+bPDyzH2WHdZjic2csEtA7wiWN4PXA1qFxmvh9wUtl55uE5bEdIDKvWbQaSDSpCNHiNWlY8+Bw1/plB5dfBZ045o5Nh+HfFK8nM0kkwxhzCTlc2GsfPJuxMRF2BrjkzbQ4cnx9xOBqZpZ8JNNNG7mDz1DbhnQBqo9mhVGU2K1ebs6mjkxrGBzKRY5rKqulxe8IveeE2m9ev1rZPBQ614dr28TVrZGKXinW1NmJau5QJLygXL3drzLwsHEON751OZxwmUVuonWOdWMnANv5EupmTjfPhvOM8/uNY3WnpZA0AOgLsXML55TcG6qQWfvkKO49wRvmhRT7hUHO+Od66ZhhRJu7Y9Hq9dOk9rWPOB8rCQ5V4mQv/oVPAx2qnJLtW2/GZgeQYO20ws/TafkNIIxuKxD2wM23M4uA50rA77bzzM4Z2Avsjjk74Bm2KZPbcqjMF+8aojdQ5Pezosu1mmzUYDCYcz5pynDn9LHSwoq3qrtYLBBetXy0vPmsv/+JOEB+vjjKEDxZduM60vFxv2epeKsRlHSVF7TbXn9ZVdm52LLeden+yzoIx87DwmxLZGeKeOh5kPi57wLK0gRpifjgyZyozXPpdwx7aFBHuccPQYaIKqy18HVZgut3u2OnmODy+PtLX//mlCLUefVYGNTptZWtT7rOyqVoBw46RCM5DVo9slHmItJY/7hwx7ORnda+oalIz4naqjVmOeVS97DmsjcQt82y2hRggXXVkdTK2dsi5DcicUHxqGF/E0Tc3ZqNkqjhrXdXqWRXt7DgN58jipTn/mgd81hT3NpFCQ3La7q1uz/I3rxiibVvE5LyeWliNMfMwt0PN63JiW8T+D3Z1dTVWV1cnHB7tfeuDkKXDx6sxUudNJ6Nliik/zPpQs0PLanHTNBPhH3t7e+PJKuxUIq+8mD+/7IbXoc6cXv7rdPZfn46VRdiIs4qg4RJQMGrDdVp2Tg9l57rUfHInAaMRyIeu8c2hIjiXVSnu2GgnSpXxbOiQQz6mKRTZ707zMy0dY8xR+Plqc0IyZRD/63mqwCpZx712PT4+i3PWvLG6ij/EUGfXYPumqz5FxBF7p+VFeF7TNOMJ8fiehadkdpzTVJvPIRpcD/qqcL1GTaHlPGXKbyZeMNPUcC2TtkHTVv/I8sn7MNKMPLA/gc5N1rYaMw9zO9QwBBGTRhLOSr/fn4gJxnlqxDRdPk7VycwJz5TZGpkjW5uUwao0h38gTzX1gV9sws6trpbBDngWh419PCTIvWc47tpx4GuywcgmmeB+aR1lDjXqiNODsqJGTh1gdopxXSgceg0+HnnJYvLahkd1G5+rShMfY4xZDO14q92eRWWuCTTHhQot/JnZHZ1HomnBzsOecTiEqqncScgcNW5DszCRaeJTJtBoOAc+s/lPmraOXmbX0XzVxAsGHRBdGlfvkdYL9nF7zX5C9jvR/GZOfq0zYWfaLMNCMdT8nY0mHDpeYod/+Hio9DzAzjSfg2uxI1t72Nt6sGro2LjwORpPzWtks+HisvGkRHV6M8U9In8zk65awtdQo83lQg9ce/5Qk3F9bGu7p9r48P3SP9zjmiFi5Z/T0u04VsucxUBn91bRDgz/jrDPb8YyZjn0Wa0dEzEZ7haRvwhsFoFEbZReq2aLMuFG8zjL9bO8ws5yWFtmV2t5Q7uB0VAtTybA8PVZRFEFVp1tHKN50fqplTn7nh2n5ddraQdB90/rhEzLH/5v+51wqGrb/TFmFuZWqFdXV484N/jx7+7uxurq6oRCzUNZOB4hDTyxENReIsKvc8U1Qe3BY2cSD4uquDzEw4oqlGkO+9BrsLPMK1fAoeYXxSB9rgNW+5EGG71smA0GV+Pf4CCy8cV3vkdIB6qKdjIyo8KdHEzU0ZAP/K9L93HsMju13MlQxRm/DfzGeFIn1wWv6pLlmdeD5f1YB5uNqjFmPvB88rOaHcOfbJPxXTvw/An0+a5NjMO5mU3LHHfttGvoAtsyTp9XeoJt43jcbF1pDalA2v1+v7WetfxZPWdih1ILG+FPFR70vtbip/E5rUPCbW+Wp8wJz8rO9zi7Ju6J+imcDtpHDvcwZhkWmpSojhIePo1D4gck+1ErrCrqxBA4YexstikRbYaZe+s1tQNOHh58dRQ5v00zGZbR6/XGw4K9Xm8cd84TEWuGj1f+YFU3Kx/3sPmP895m4DQNnJM5p8i/Xgsdj5oxVEONbapKZ/eK6xf1om/H4jpSg6lxc23KizFmftrUaTyXNVusx2bfGbYpKhBouEl27rS2J/vMHHGgo6fs1GtHXRVZtbmZg1nLZ1bX2g7wqKTWQ1aOWWyjXjfroGRk+eI843uWz1loy/s0Jz8LhZnn2sYwc4d8aPwt//jgQEYcxgizk62Ok/YwVSVQtaDT6RxZM1Qf0uzhYfWAHXF+UyHDDpquWoL0tFfORnI4HE6Ef8Ch5nJg7W6UgTsrqlwzqF8+Xhsa7NeGR4cCMzJVgNPLVGnuTCH+WxtTjadG+tx5YuVKJwlxOAurDxrSotdj9ZtXUOF82IAasxhqr9m288Q4PWdWR1vPY7QdyK4D+6DtQvbM635uL7KOu4YN1q5fs88cbpC9ibBml2oKNeA01AHPOg58L1BmTbvtmlkbxGVgZ5q/619NlKnlnfM27d5qvnkkgSeIZhMqjZmVhRTqiPxH3e/3x2s1DwaDCecajhY7xOpw6Qxrvgb+Z0dMV5nI4tiQVyjGuG7EoZOssbYa41fK5Dqg2TJ4jJ6nK6OwQ406xSe269Ahlxvx2TwRkR1LvS/YzqEgbQas9ok6wzUxVNnpdMbrV7Pjyx0kNtRstHQiDnc8+MUy/Nr5bLgX+eBhPoSnREx2RLi8dqiNWQw8Z7CHbDtZXKk5RrBbEYdCzTRnUlFHMlOpM0e8zWlSJzBTrfGZKcOaPtojVqHZjmpbUHPSZ3EUOZ/sIPL9gVCBY7Qu2FZPc7b1mLY2hesI5eQRbZ5MqeC3oSPjXIZZOwIQftCGIvyPV+QyZhEWnpSYKZisWLLjljlBiqrUmRFTRxeGSp3J2lAUKwZ8Pq/EwQ6eqrn4RGwu54X3ZxML1eBy+AevnMFpoUECXG5VUPg+aGhJVn81dWiag8nXzVQG/HFHSe8FysD3hOs7+y1oyE3W4LBjrkaWlSouyyxlNsbk8EgR/+koW+ZU67PLTrXuV2r7MqdyWlpZGuogtqVR267nZLaWVWoWbiLawz/a2lO2ubxakuaD59FkeZzW8WhDOx28Dd/bhJ1ZO0E1QSvi6MvB9NrceQF2ps0yLLQONfdwsR1D6rz0G5RZHs6q9XLZ8amtFaoOKzuUapA139lDg4aA1wFltZp70Xt7e0eWs0Ne9HoampDlhYe52oa8Mqc+U0a4XBrqwEYD9cQhLOrIa3oMKyvoWLBT39a4aGepllfu2GiMNWKi8bvSemJVBh0lOPAIO9LG1sN8xizPaDSKwWAQETF+cyuHtYFFnOVZnGIVGVTJzI5VW4C38GaOeZYGp6/OWS2/aov4zbo6T6Ut3ayTAlhhnlZvaptrjijykpHNadIYaZyrK2rUbG+bTc5suJK1pWg3eLSW07OwYpZhLoe60+nE2tpa7O3tTazaAePFLzfBah8cxoBwAByvDk32UAPdNhqNJhx1bEM+9WHUUBV25PBqbXWoURadvFgbXuK8YhsrNTUHOlPw+VhOvy3mDNdmlR0ONPLOCjnKyI0ed3pU3Yfxx71FKEYWbqKOM99DNdrcAKozzB0Y3q/qPO4RH6sjCXCuM1XNGDMf+nzv7u7G9vb22JHe2Ng40qEHszjHeo1ZOr1sM2c5Tp3QTJzQ63Pea2XLnF62dawO84ijtgW6zJ2mzfllYSBzqGvtBT4zZ3pWR5PbuZrzrytstXVasvYj267/11R9vi4vaxsRR9o6YxZlboUaRkjjrPCZDaeoc9hG7UetxgKGqG0Cn+ad0+eHKFumj9UCdtL4O6edDSu15SNTH6bVT80gZmVjY41zNdZYOzZKTZ1RR3/WXj3HUmcjEHrtTE1Ww8+qFH6behyXM8OG1JjlUPuoTko2GpYxj0JYSyuzx23XY2FDldZ5bPKsbUBEPrE9c+ym1Reuc7FsmLZntY6TdgjayjSrMz9PmfU+631zG2COg7kd6vX19fEENH3YSyljVbff78fq6urEBAD9AbNKmKmhSBPUnD7u7etwEq7Py/3hPCiYg8EgdnZ20rhoKOGDweBIjG5mGPTB5XzDWMNwZ+s2c3orKytjVR9p8brKGAHQ66n6zelieDEbjsO94O+cXpvR184I/rQDk4086D3PjlMlhusLedbGXN/8mHVGEEdvg2rMfGSiAkaUdnZ2Ynt7OzqdTmxsbIwFltpoEDuumcJZU6qnOdXa5rBNUmcPQlEGO8CzOLjZ+ZxfVqbxenOcp3ODMicQ+dZ5J2xns21qG2dtf2t13FZm5JHzWisDt7dKLW+8n+s5+y1hpBmfPGKtdWbMoswd8rGxsRGdTmccIsE/QKjFcARhGNShjjj8IfNLAdQI1IwbXxdp8HUijqrl/EIUXAex04PBIDY3N8cGFQ9e0zQTsW76MhSNRWZ0mT1WT/kBzhxjgOX3tGFg1ZnzwjFqWXgJ8sIdDzacuGeq6KoB4k+9nzCI3Flg9Qp1kSnc2at+OX9q9LgemCyGOvsNIb8cvmSMmQ53VHkbVmiCTcXw+urq6hG7ox3nacr1LM8o24taetOcQ13rPmJyNSJul9TRblOUa50JPp5FF7bj3J6o7dR2VdtSFa9Qnmy/dpL4Om20hVqo4MMdBG5DMyEFZeLPbB+jvynUny7li3qwQ22Oi4VCPvgBy3r8+qCwAhpRVyV5GzvVbQ9zW881y5OuLsHhHjg/U2vZeeOYbV7beJZ84hw1xJiokhk5rmM2Olo3rArPWsdQePGZvcCGy5zVtdY7NyzsyHNcd03FyVSvWl1mjafW3zRsQI1ZjDZnpmma8eQ+du6ydoOZ5rjNQlsamUquDqnaVAgts7RH8+Qf18psceaYZ3Y5c3YzZ7rmZGcdm2k2MRO61AZr/lTprrVbbXU1a/40X8izhp1kbYTbA7MMcy+bF3E4fMKTumAAdE3Hfr8/sQ61Olh4mHktU15FIyKPpVIHk51cHcLXa+J6mFSHv9FoNJ6dDidS11VGbxcPKL+CFrCTrcYK6r0qIjCmo9FoYs1rXtpPjRE7+VpHXAdsuLmTgGsOh8OJ6yv8mm5cA8dmyg3XvTrJnBcGecPwpypZrLBkS0FlIF+skGjjM6vjbYyZJHMeWYDY3t4etwGrq6tjlZBftZ05WLWOMj7nUZ51P4sDbW0EtrEwkOWV06kp0BkslvBoLl8LKxpF5Muzap5q+aqJKzVHuubIZyEbeoxuy0ZKM9V6mmOrv4NpsDhWytH3QdQ6GsYsw0LrULMCrWoytuH123AQsdoHO3aqDsOBVHVYFe6ISSMG5xHntRlWvu5gMBivWKKrlkA1ViPEioW+VCarJzV4+OPrsQPPzisrIhxuUguF4f3quHI5uAPCDnEWIpEpCdxocmeK93Hd8D3TxofvHecl4mjHBL8PjZXm9LNGOLsf8yrZxphDauoo9sFJ3N3djdXV1ej3+9Hr9Y6ELmQjUvxM1tREfY75WJA5ZeyYqmqepYHjMIKYwelkznVbvvncbF3oaagCy2WopdOm9tZsv642Mg2UaZpD3ZZWW8eKj6k543z9Xq83dqjV53AbYI6LuR1q/bFmDwngY3QCnhq+zEFSMkdSH4pMoZ72sNT2q7NeMwBtyoTmg+uvZhxU3Z5WnqxBmGa0shh1NfCcB47tqxkg7gDNqtbwcXz/M/Ug+79N2VB1KeuM2KAac3xkdl2Xv6wdfxzXzOzqLOfWHEm2IZnzX/ucBgs/bG+z+qilp44mCzNt6U1j1nOmdV70mFq686rPWQdrUWodNWMWYS6Hmh1LrOaBH6DGR2MiG09KicjX04yIsZrBygYmOTZNc+RFJDxEhmMRngHjjbAUzlcGnH525rjM+GQHt1Y/qIvMEdb09OU4KE/THM42zyYPqqOI/OukC94H1IHNev96vexaqkx3u92JFTOykYLMALOTrMOtvJ1HMzg8qA3kFXXCChnOxyiKHWpjFqOt444VP86fPz9uC9B2ZCOPUBCZ7Nmc5szVnudM9VTVOusU8Lk6/0VHBNuc4ra2ReGwyLY64LZDHWp1rmvCVy0drs+sHdI0NL22PGRk9cT/1+4NFHT97fC19Hd2ITp35oHNwgq1vraTX90dsf/jhCoNI9o0zdjp04cVjg1im+Hw8DAbGz3tkcOpZiUk++OHKjPmOvmOP6cN++GTHUF+cFWV0PPZkUb++GUkbLiRX6xsgrAabqhwD9oaiMy4qgLARjCbUInOE+LPuWOjZdW0eWUPjcfOFC4O+cAf3zcN+0H59e1YnId5Yh+NMXUyR3c4HMbW1lZ0u91YX1+PtbW1I7Yqs89II+uY67aaI9uWL15ZiffXbEnNTqgD2SaiZPuyOUMsJEREVd3ndhTfs5Hj2jY9L6sbzlet48F50vrI9rVtq9WfpskCF7dbKlSp89wmntipNsswt0PNCiJ/wvmLOKoCZD1j7Q3zeXotVTw1Po17z21KgJI5itNCWLJetyq2bOT4vJqynbGoYsqdkJqirnWjHRU9V53PtrCPjEwN4GvU0ue8sgOdlYOvlf2vnxqaYoXamMXInk3dz0uW4pnDkqCAn9FMkWyjdty852t+eAI38sX2fl60E68dCRV/8Mn1FjHp9Nccfm53dKnVWliepsvHsl1GXUyrd20Lp3V8ZqlTvrb6EEijaZoj4pe2dcYcNwut8hEx+WCqY8LKJ5QIDglAKAe2Zet+qgJZm+QBQ8Mx2uog6gQ6nI9QAJ51zuVjRZOXAGSVnRVQwBMW+XWrtc6DOu34RNk1fEWNExtUHM/1o/dMy8nXY0eTe/tIW1cgYYV51thpbSw0hEMbCX2LZdZw8PVhxJFX/lQlAyMjVqmNmR0ePeJQvYijHWh+1wCUarQBmXrKqyCpcpwJJjUnSQWN7Bi2odzO6HZuW9De8OhZW2cC+zi8jO0Y21C2RVl7qLY+E2p0BJi38Tn4RH3zNp4Qzqt0IV0WsTKxDNfUus/ua3ZPM2rilraB/L4DzVsmuvHv1Y62WYaFQj6yH3P2g+WHmB1Q/qHjQY04un4m0sN11KHEOQCvIlfFkx0xzV9WPnW41SFWFVrrQGPGOOxCDUmtHjUvquAyMAh8TNaAaDw114F2UvQ+8HXRWdDQD0YbGVVFOESI3/7IZc/Cd2qNl9Y5PvntWHwM8ghnwIbUmPngDjGcxdpxcHLwBkWsuoA0+GVabR1ztWuZzcT2zNnDMWhPshFJtctsf5A/3cbXrtUB6oE/1QZmanVWfm5TNW6Yy8XnaVuctWVojzn0DoIO1xmnm3VuMmdWqW1vO64mPvF2FmBq19F2S8thzCIsrFDX4B8qHirE9+KPHdWaMdRtvD0zeHy8OoSZ0WKQV+116+S+iKOdBDXG+NOX2rQZF00LSiqr3OzMZvHRmi7XS80Jr927GhrugbrmTkstnWkNRe1aOJ5jCDPjx40DNwb6l+XLhtSY+UGHF8uO7uzsVDu8bIs0/IOV54jJeODMKZr1eVUbV+v8z3IO76858xlsIzMHXEWCWco2qyOqIgXQ9oDbPb3+cdtGzlMtf4umC9pGGzN/wZjjYu5VPtqMEhsIOHxN04wX9o+I8XqkEYcvDNEeL3/y0JY6pZljxXnAwvjD4bBq1Fg55zSwD9fi8A/+rrHUETGx5jYmw7FzrbCzjuE1blTQEVGVQber81/rdWu+tf74U40fh0jwn04Y5GtlynOm8ChIC/cvy5OWhztGWNUDHToMM3OISZvqbYzJGY1Gsb29HZubm3HnnXfGzs7OEZUX8HO6s7MzVj37/f6EHdPwOXb0cM0sTdDmdNfaLajjnG8VDbL0GVWxdVRUR+MiJlXUNhuYCSVZOzgvbOc5PV49C22vxk5neeS/murP155W3poynx3PNjxT+jmPwDbfXAgumEIdcRgygeWSeGhvmnLLDnVETDi8ejw/hKxII0abh/TZgLEanYU+sHFQx5W3Z2EUrDJzQ6GOuxoeOIFIh53niIhLtrbia17/+vjFF70ots6cqRpYNWKsBNXqvGbotGHjBiILp2lLJztWr5MdW3OoVS3iMnGoBw8p8322Qm3MYiCEY2trKwaDwfhtdJktZUcTTiVWdEJagNXpzMGapjBPc6ZV/da01d6xwJLlqaYCq41Um8OT+GvCh14jE5cykWYaWR3BPmajBrMwz31RdZrLqfVfy7u2SREx0V7o9fW+G3PcLPViF4UdGjidTdOMnWrEYiHOGcfzmtUwsNkDP0tPXJWCiKNLDmUPXBYSwX9ZqEUWupI5cayC15bd43pQ9Zsd6ue+611x1Uc+Es995zvjt57//CMTP7JOSmaM2+ovy1vmiKoSU5vcl3V4MhWBj9F0s0ZHO1X4vzaBdNY6MMa0A4V6e3t77FCvrq6ORx0jcrWRHbZspKvNVmWOtm6vXbf2vGcjdTXlF04nj5piMrzS5hCqcsvlVFGhlhctexuZ850JMbVQxrY0tf1py6ueDzK7Xmvv9beET203atficy2kmONmoWXzNESDH1JWV/HX7/djbW0tSinj19BCjcUwGBxu7mkiHb6WwoaLwzwQ26eqgqajzjLvY2cZYQNqRDScg1X5zBHnutL8sBPOaZdS4gd+6IeiR4b76TfdFE+/6aYYdrvx7773eyccfb5ONlxXM5RqZLJjdNiSVZiaU410oE7xJ8OOs75ivJYml5s7Jfitra6uTnR8VNG2UTVmfnZ3d+O2226Ls2fPxu233x6DwSBOnz4d/X5/bN8B2xU8+6Uchn+MRqPxy17YdkZMrkePP16BgqkpkOqUatui4gPsAttOnainI3669r6mi/+5PUI5dL6I2ihsz8rS5ryqE52tu63ONh+TtYla32jvue1Xag7utLzz+dkoArcV/B4LFmE4/9kcnmlquDHzsJBCjT99KFmVVnUVbzLUJXj0YeZhJ6RdIxuCY2cM6gEbrFpvPfuuoR2ZseFjOG5aVVI+B2kDzZOmERHx/3zrt8YL3vzmuPYv/iL6u7ux0+3G+669Nt78ghekqkJNzZnl/mq9s9HJVGn9zrCxalOm+Vo60ZGNo6bNn1koDjcSADGcWmZjzGw0TTNWqLe3t2MwGMTa2tqRtoGPj4gj9oJjjGG72aHWNKaplhGT7wWYB3aIM1vDyik71QhlzJTq2nW4LLX81pzZeZ1qXIPbh5ogwcJEmzOt+Vsk7KQtv6DtHmp7wgJM20i6jrYac1zM7VDrg6YOKLaVcrgED4d0sHPNqm42zKSGB7Dx1XgqOJAcq4f9/MnrKfODpU5+5qDxMRzeweEFrDKras/50LxljmxExLlTp2Kwuhrdvb0YdrvR3duLwepqnD916kjd8OcsxlY7JPqdnWJ1dPVYlBONjTqvtXxkw8LZqiz8e+P/s1AZxHSyeoLfBtLke2KMmY29vb04d+5cbG9vTw3JytRGdqY7nc546T2otqrSwq5Ps2u1ETZ1LKehtlDzgrTQvkXERMc9O7+mhrIarm1aVhYux7TysHPMx+JT7aZ+52Oy42t1mt2HeYSdWrlVmY6II20F17f+brJ07Vib42Iuh5odE32I4DjBMMDBxHBev9+P0Wg0Dvlomv3VPzBEw44o0gP6oLC6qU4fzuOJiJmx51AALl+mEnc6nej1ehPKiarPUN7ZwY6YXKGDHeaak6hlYyX/5Pnz8SdPfnL8yZOeFJ91001x+ty5sZFmZYVVIr5PNSOHPwzFan3zfc4cXT0e9xEvDMiUjmx4lNnd3Y3BYDA+Fp8YBaiNHnDHp9frje+zNnRwAvgeGmNmY29vL26//fbY2dmJnZ2ddPJdRB4LDScHQ/WllBgOh2M7ivAPtscRdcdHRzXbRjd5FLU2SlabrAjbyJ/srOJcfEd7yP9zuJzaZTjnbXaRt6m4kB2XtXERk/NM9DuOY5uavaCM/QGG2622ctRGHLJycLsUcSjscPigqvwqsGnHCMfoOcYsytwK9TSFlbdp6ETtIVaDyw9QRs0Y8kPHzj3HvyHNLA4vC5vIVGntmdcmIWY9/TbnFmnWyvaqr/iKcXle//zn7xu6Sv1k1IxXTUHQPLIzyvuz6/G9XUQBzjpQOgKi94qvzb+zWp2CWVUrY8w+o9EoBoNB65sC254pVRrhXKtdrrUP2bXa2owsLXaMs/zNUh61Qey08Ugd0uSOvAoWLGpMs9VanjYbnP2v+a596nWy7Vpn3LHRJRCVWZzqWrvE9altU+34WprGHAdzO9RtSiMbAnaaWaHu9/sTK35oenBQVfWMmOzV8/VhUFTV5rWR4WDjGjDgADFwWX6yctfqRo0U9+7bDCXnO+u0cDk5z7UQHHU4s+vgkw0g13s2VKlLPdWcajZ2HNvG9cSTcng7p89po8HVjgz/1jJHmw2/TnrVejbGTKdp9mOoI2LiWdRnuHZuxKHKCHsMG8zOtU76ztqFrE1A+tm1WVTh89tibzPBJzsGtkhFAK0LKPOZqFObVNmWjzb1nstZa6PYJuM8dpyzY/ReazuctUGztoNM5kDrkq1aNxGHo6n4XmuruP7cFphlmDvko2Ys9aGBs7eyshL9fn/sVLFDjTAJDaXA/xoHHXF0OE4VZz4PBnswGIwNNxsThKTgHA5b4WPV8dfhLC6/KtQon/bmp/W6eTs7jtyjV0OX3Qu+ljqrqiio+sz3WA1SpghkagM74JwfHgbl/ZlTjWvjhUA4jsNt9B7xbzAzkrjPtZnpxpg6o9EoNjc3Y2VlJdbW1o6M4jGZs4LnGqIGh4ft7OxMnA+7l404qjPJyi+ro2rjuH1i50zbMUWvx3aSnWd1KpEfDnHMbGMtnJHbG3bWs9E/rY82pZntaNaGcxumYg2j9Yfv2egfl0fbmQxup/ilXLWRET4efod2LDgv3G5Ny4sxbRz7i10yWEXkz5rjh+/a+1aHDt/hEDPYz8u0RRyGXehs85o6PU+4ghpiNVzZfi6Ddg7g7Gdpol7b0p2lt50pwWrkakp0mwKljaeS3dda3tip1vJpI6GNGx+v39GwzquYGPNAp2masYocMTlxbdbz2fHR57ymQmfOema3eX+NtlCvafagZr9UYVb7jGtySKLafs272jdNT5nmUPN3bqO43Nkopx7L19M6zxz0rA41vzW0DVIxqHYNnpSo+eS82ZE2x8FCIR81Y8g/eF1TGg8XhvGgKuL/Xq837r0PBoPUUNbyow85ro9rc8gH1AHMKkfvFfv6/f7YqMHZ1li4zKirWotzasOOnAaHc2Q9fY5p03y0dUr4erPsr/X2uT6zxo7LUUu7zfBlDnwN7pzhf1WBOC+ctv4Gsb+mdBhj6uCZ4cnYIBNHAE++45APHMOheLDReG5xXX5mM+EBx8FuZiNRaq+z723HagcA2zD6qWGNnE/Ycm03amieWAxQag41H6shHOxsc52xvcyEB1X11Y5m52T/a8dCy6oCGKvPmibux87OzkT73u/3J/LE17SgYo6DhSYl6iQ//rGzA6avlcXDiRe6YOUMXU4Pxrb24PH/yJM+uMgHHGcs04dY7tFoFMPhcGy8M6eMY4szVUCdQDidrEDgWhySomVSY69l5+FUXu+0NvzGeZq2XR1kNjas8nOnQcNCMsd+moOsDeysqjY71Kou66QapI19gMN9shfMGGNmBza9zR5ljhg+OfSjlP2QDzyTWBEKthu2Ccez/eLnnu1SFn+t9qEWF5zZMRY3kEYpk8vpZWFosFlN00zYcQ1hyeqvpv5rXjivXHY9h+uG88lqNr+cDAKE3jtNU/Og182+4/+sfVTnmR1q/K9twHA4nPhd4bejv4msM2PH2izDQiEfOvSSDcWoMWKHVIeC2GFsG4bjdNq2c75UJVZDDgMHNUHP514slwfn4rsa7Kw+2soFo5gpznrePEOrNWZVZGc9rk2lABw3CDQ2e5razr+RNoW+zTnPjjHGLIY6aPOgNlLFGR4l1HYD58ySP3y2jaxNEwY0zSxkI7su0s/se+YQ6vVr9oqPnRYqkjmwtbAOTlu3t9VHtm3Rkb+a6FNrX2vOPNr1bBSSy9Z2H42Zlbkc6qZpxuEYGIrjHzerfapkRkwq1KPR/prUw+Ew9vb2xspx0zRjJQJKBRtYpMOGRJUJfOrDoaorro000ZvVNzly3DfSYWOaqRUYwuRJL9z71xCVLO6Oy8mhJ4CdcJzHn7V6yJh2bs14ZSoQO80w9BgCRVm47jJDlsX74T5wuBDfd9QF120WsoN7PGvdGGOOAvuma++3Hc+wrWCFGhMUd3d3x2tcN02TvpKcleFZHKIstINtiDqPtTS1TYvIY8HZ1vOIGLcnHB7Zlr95hYC2EQPex3YR6bNCzcdqe5CF8mVCWq3+sk+tQ1WkeRscZv0tREQMh8Px+uZra2uxsbExbgf4HHWqLbSYRZnboR4OhxM/8DaHWtVIPKRwqHu93jj8Y3V1dZwuG052RnlIrdajR160N4vt7PCqgwpnfzgcjg2hhm3wdXFtXpUEKiweTDjuOE7LgXwxOBfXy5R21LH2rlWNqXUwNN4xU9DZgE1TdrQxxfHcmPA1s7cnZo46G2memQ/HGvWp8XQa58j1oSEf00YPjDFHYUeaVzKa5lip3cOKT2yTYUN3dnbG6fZ6vSNzJFR5nObMzRJ3rDa0Bmy6ns/2GLYqYjIeXK+DDj6fX1tWNhsF0PxPU5czhZrzxIKFxlcjLbXpWX5msauZM60vwcF9zt6OqAsKIG/D4XC8tONgMIidnZ3xy754ZNohf+a4mGt8jh07daqzIRp2rhl+OLVXzI4qb9PvNaPRhh6j+c9iwbNyqmJeUzCyPz4+q7tp9d92Hd3Wlkat01Grx1p98/fMuM5zf2p5qd3veZzgk2fPxtf/7M/GqfPn0zwaY+Znnucx67Dz98y+1pTLLA/KPLa1lg63Q/pdj8tCR2p/nJ7Gb9faP20jszxl7WjWbra1o7Pc03ntr5Ldm1pbWWsna/dWBRX8ZrC+uXbCbP/NcTG3Qr21tTX+rkMkOvTGPUrs5wdD1Q18x0obpZTxxILaxA2cC/U8c8qgRnI5VJmEYRsOh+mMdcwQBqyQ4H8tPx5slIWV60xtx7lcX6yQI+84hnvXajRxrH5y/ajqkOVB65sVX3WgtaHjBgbDuBqOkaWt949fEMRrcnPjwHXPIK3Pe8c74pEf/nB83tvfHq97wQvSshljZiMTO2rPUs2+RRzaM57YBzsJlRLHwNZzGAXsg9o2tiNsZ/QFX1wWfFeBAKNamY3R9gxtEeC88sgrn58pveq4s83mkUuUj/OrdpbT4HYps//4zsq6oiO7XG9tnZhp7ZIKWToRkY/VNDg/UPtR3/Bb7r777vGo+Nra2kR9sk9gzKLM5VCPRvtL2kUcNUb8gEdMxgXrA83GAQYHjhIcavy4MeSHlTpwHs7lhwaON8AxMCKcJx5Sijhc+xnX46Wg1PiwkeeGIFOKYRjU2PJ5bMRPnj0bf+fXfi1+/aUvja0zZ44YkpoxZ2M9ixqu94A7AQoPPSLOPOKwQ4S613RxDMcMauOhHQjNJw898j1RBUVXUUFaP/BDPxQ9us9PveGGeOoNN8Sw241/+Z3feaQBNMbMBtvERTqlbIs4FE9D5mAzEIqH0Dy+LjtzmbOVdb7Vrmt6amvZbqlymtlRnMNpq3IaERNOPtctp4c8sz1EGvrCkkyk4TpRh1qvizQyh57zxrZe61bbkqwjkbVNaEf0TYg1hxrwXCg41LzIwHA4jLNnz0a/34+TJ08eiVnnkWhjFmXu5SLUkKjxmnaOwk61DlGxw6zGT+OZM4Oon5n6UCsXDHst5CMzRovUi+bxWW97WzzyllviWX/wB0eOa0sjuy9tf9PSAarmZHWtaN1rGnxcLS1VjWrXrX3Huf/um74pbrr22tg5iHXc6fXiPZ/2afHD3/ZtaZ6MMbMxzZFWOzPtWavZMmxrCzOclUz0qOVX85453G32Kzs2C9PIwi/0OBUSNPSjltas16htn0atvZ31HmT1r/c/i3Gedq9QBtQb2nQIc6x+z5N3Y9qYO+SDXxE7i1OF89gYYh8vHI+JilAl+BWjeGUrp400oFryEJE6vtjP+dIHEscixISNGIdt6CL3nJ4qH2wQ2tSAUkp89w/+YPSojKyk/tvv+Z7q/cAfKx8a3qLH6n2rGaeaE61hG3qOjliwUsPHQEXo9XrjYzGBk6/LKwnoPk2P89c0Tdy5vh7b/X509/Zi2O1Gd3c3dlZXY/P06eiORhO/K2PMfLC4URMZdB8U58wO6WR22F585+cf/0ORrMXG1mw9H8eqMn9mHfZM7eX9ek6tXqaJLjiXj+W2KCsXn6f5aVOUQRYKktVpW/uf+Qdtwg4+dfKhvkws4ugkVK4ftCcow+rq6tiXGAwGcfbs2ej1enHy5MnY2NiIbrcb6+vrE2Gji3TSjAELOdRZvG7EUeOBHztPYjxx993x0p//+fiVL/3SOEfOEmZ546GAcwuHOWJyaSV2trjHrm/gYqOnjm02hAeHWlUADnVAHrL60etq+rUOyI99x3fEc97whnj8+94X/eEwdnq9eN8118Qbv/ALj1wzc4Zxbe6NZ3kDNaPMqPHk73wNNXBq5Hg73wfcP653wOEhPFqROfca5sOfTdPEifPn44+f/OR4z9OeFk++4YY4ee7chANujJkf7Vwzmb3LHDiQ2S60ATgXNpjnjmi4A9ubmsPJ/9eOU7uQOYfq7Orxel5WR9NY1KHmTw5rwP+sXHN5tE3kdNrymNWXkk001WuxQ81hHtlxWdrsD3S73fGKHltbW7G1tRW7u7uxvb0dg8Eg9vb2Yn19faJD2Ha/jJnGQi92YaeRjST/IPXBwd/T3/jGeOQtt8Tnvf3t8cuf8zmpY87ODhsHXlqIr4NrKGwsZlEDUDZl1p4rO/ptRibbf/bkyRisrkZ3d3espA5WV+P8qVMT53IZaoZG4+M077VGMCtLtp2ZVp+1dFXN15i9TPmZdp1aI/bKF70o1tfXo9/vxxu+5Ev2j0mOM8YsRptTCWZdnixTMlm51uVZa7Y9EwGyfLIzr6NrNTvKzrUekwkf89qZTJjK2sTaOeyAq2Ndu16WXq2DovVTq4favVHfQLdln2CW3xHEGixrqGEfeJ8Gj2p7Po1ZloXWoVaVMeJoWADPEN7b24tv+NZvjS4pkE+/6aZ4+k03xXBlJb71G77hiMocEePXku/u7kav1xvnAZ/446EiXJuNByuppRxOKhxXAoVw8DX4HL1mZnxYPcD11VHU4UtOe+PcubjhKU+JG5785Pisd787Tp47d0Q54IZFGxOe6MgTMkBtIooeg/Lw/qwxQR74POwv5XBlDzbuSI+Px++JZ/Vz45HFu+M+o76hbvPsdL4215WqEXasjZkP7hhDOW5zRthm1uyQPq8cxsf7O53DCYpsH2p2ip9v2AFtw9h+8LnZylLa8WcbrLakzQGuUTuO2wJcN5tgyaOT3BZnjmhNOMk6FHpNPb72lx3DiwMADgvlEctpvyu95zySiZHvu+66axw7fe7cubF6vbGxEevr6xNtitsCsyhzK9RskNjAYGa2DiXhnJ/7vu+L63/jN+Lq9743esNh7HS78d7HPjZee6BSq1LJ10BYABRqfbuhGhDkKWLSkHPYBj/UagS1d83bFVVU1YBm39XJRtqvetnLxgbi9S94wf450hBlyg3v4zzxPavFLNbKwoZ21uWE1DnNnGztRGBJQ+4IqcNduxaXKevktZ3Ln8aY+dGOtXZaM/upS7HV1FMWS7BfV2iCcKAv9tC8wSbUnD21m5oXVWo1fT1uWYe6JmpwCJwey+2JtpFsU9vaMJw7z37tUGi9qsOr5YmIic+2+5NdU8lGPDlUKGL/JS+bm5tjgbDmBxgzL3Ov8jEr+oPfPHMmdtbWYgUhDXt7sd3vx9kTJy5UFowxxphjwyEBxpgaZR4DUUr5RER8aNGLPS7i6mHE8BMRn7gi4opeRO+vIt6/aHrGHCOPaprmioudCWPuCyzbFhhzL8ZtgVmIuRxqY4wxxhhjzCQXLOTDGGOMMcaYBwJ2qI0xxhhjjFkCO9TGGGOMMcYsgR1qY4wxxhhjlsAOtTHGGGOMMUtgh9oYY4wxxpglsENtjDHGGGPMEtihNsYYY4wxZgnsUBtjjDHGGLMEdqiNMcYYY4xZAjvUxhhjjDHGLIEdamOMMcYYY5bADrUxxhhjjDFLYIfaGGOMmZFSyneVUv7f4z52hrSaUspjK/t+t5TydcdxHWPMYtihnoFSygdLKTullAfJ9psOjNxVB/9/Sinl10spnyyl3FVK+bNSyisO9l11cOw5+fuKGfPwslLK/yylbJZS/mCOvP+MGuJSymWllN8spZwvpXyolPLVs6ZnjDH/f/b+PEq27SrvROeOyGgyT3d1JWRDGYFtBAgEtoQkelNGlgoZkCgXXVkGZLALg83wgwKbgkHngXnG5oE9DAZcPNOWDDwMGJeNaEX7aK46uods019k1F3de8/JJiIyMvf7I8+387e/nCu6cyyQtL4xYmTkjr1Xt/ea81vfmmvttxc0TfOSpml+7a5dfX3TNN/YNM0Dq65p2/ar2rb9W5ukv82594K2bV/Qtu23//fOp6KiooxKqDfH70bE/6p/mqZ5v4g4sHO+MyIejoh3i4gnRsSnRMQb7JwH2ra9js/3bJj/WyLin0fEP9m0wE3TfFhE/Pnkp2+IiEVE/KmIeHFEfGPTNO+7aboVFRUVb+tomuZ/j4ivjogviIhbEfFBcWG7f6xpmnHhmr23XgkrKirellAJ9eb4zoj4VPz/aRHxHXbOsyPi29q2PWrbdtm27avbtv3h+5F527Y/3rbt90bEf9vk/LuG/19GxOfY8WsR8b9ExJe0bXvYtu3PRcQPxQX5r6ioqHi7R9M0NyPiKyLic9q2fVnbtqdt2/5eRHxiRLx7RPyNu+d9edM039c0zXc1TXM7Il5y99h3Ia1PvTvT90jTNF9yd0bzr+D677r7XbOUn9Y0zR/cncn8YqTznKZpfqFpmseapvmjpmm+vkTsk/r8VNM0f+vu95c0TfPzTdN83d20fqdpmg+5e/zhpmneyPCQpmk++u5s6+27v3+5pb2qfoOmab6waZrfvvv79zZN8+DWN6Si4u0AlVBvjl+MiJtN0zytaZphRHxyRHxXcs43NE3zyU3TPGWbxJum+etN0/zqfSprRMTnRsTPtG3rab5nRCzbtv0vOPYrEVEV6oqKincUfEhETCPi+3mwbdvDiPhPEfE8HH5RRHxfRDwQEf8Xz2+a5n0i4l/FxUzfO8eF0v0/rMn7wyLivSLiuRHxpU3TPO3u8bO4sNtPiogPvvv7Z29XrQ4fGBG/GhczpS+NiO+OC8HnPeJisPD1TdNcv3vuUVyIRQ9ExEdHxGc1TfNxG9bvcyLi4yLiIyLiXSLi0biYAa2oeIdDJdTbQSr18yLiNyPidfb7J0TEz0bEl0TE7zZN85qmaZ5t57z5rmqgz9MiItq2fWnbtu9/PwrZNM27RsRnRsSXJj9fj4jbduzxiLhxP/KuqKioeBvAkyLizW3bLpPf/uju78IvtG37g23bnrdte2LnfnxE/Ie2bX+ubdtFXNjcdk3eX9G27Unbtr8SF2LGX4iIaNv2lW3b/uLd2c3fi4hvjguiugt+t23bb23b9iwivici3jUi/lHbtvO2bX80LkL+3uNuvj/Vtu2v3a3fr0bEv0W+6+r3dyLii9u2/cO2becR8eUR8fE1NKbiHRH1od8O3xkRPxMRfzauhntE27aPRsQXRsQX3l3A+DUR8YNN0/wZnPakghG/n/jncWE8H09+O4yIm3bsZkTc+e9cpoqKioo/KXhzRDypaZq9xB6/893fhYdXpPMu/L1t2+OmaR5Zk/fr8f04LkSOaJrmPSPiayPiWXGxPmcvIl65Jq0SuHbn5G7Z/Jjy/cC4WJvz9IgYR8QkIv4/d89bV793i4gfaJrmHMfO4mJ9jgtOFRVv16gK9RZo2/b342Jx4l8NmypMzn1zXBDqd4mIt3ZM2XMj4p/dXbUu4/0Ld3fz+C8Rsdc0zVNx/l+IiN94K5exoqKi4o8LvxAR84j4azx4NwziBRHxEzi8SnH+o4joBJOmafbjIsxiF3xjRLw2Ip7atu3NiPiiiGh2TGsbvDQu1tG8a9u2tyLim5Dvuvo9HBEvaNv2AXymbdtWMl3xDodKqLfHZ0TER7Zte+Q/NE3z1U3TPL1pmr2maW5ExGdFxG+1bbtOsViLpmmGTdNM40K1GDRNM22aZlQ4/T3jgiT/xbufiIiPjYgfuFvu74+If9Q0zbWmaT40LmIEv/Ney1hRUVHxtoC7s3dfERH/smmaj2qaZtRcbH/6vRHxh7G5Pfy+iPjYu4v+xnER8rArCb4RF+F4h03TvHdc+I+3Bm5ExFvatp01TfOciOA2quvq900R8Y+bpnm3iIimad6paZoXvZXKXVHxJwqVUG+Jtm1/u23bVxR+PoiIH4iIxyLid+JiOuyFds5jTX8f6s+LiGia5sVN06xSiT8lLqbpvjEiPvzu9/9TP95N68PvlvGNbdu+Xp+7p7wZ8X+fHRH7EfHGuIiX+6y2batCXVFR8Q6Dtm3/aVyowF8TF0T2l+JCcX3u3XjgTdL4jbhYmPfdcaHmHsaFXd3oesPnxwWZvRMXtn3TLVXvFZ8dFwLLnbiIkf5e/bBB/f5FXKjbP3r3+l+MiwWRFRXvcGjadt36iYqKioqKiop1uBsy8lhchG387h9zce473t7rV1FxL6gKdUVFRUVFxY5omuZjm6Y5aC72+P+aiPi1iPi9P95S3T+8vdevouJ+oRLqioqKioqK3fGiuHjh1n+LiKdGxCe3b19Tv2/v9auouC+oIR8VFRUVFRUVFRUV94CqUFdUVFRUVFRUVFTcA7Z6scvBwUF769atiIiQst22bfc5Pz+P8/Pz3m8R0Tt2fn7eu07g96Zprnxvmqb7+Dn3C9ukmZVxk9/XXZel4edtk18pnVJb3uu5q/Ld5Z75DIo/d36OnkO/xp83ntu2bTz++ONxfHz81tjztaLibR7Xrl1rn/CEJ0TEZb8eDAYxGAxSW900TbRtG4vFIk5PT7t02ra9Yh+yWdOmaWIwGHS/0494f2dajtKMbMmWrLt2E5t2L7PAunbb+gib2tw/CTPV7lt0vwnZcf3eNE3s7e3FZDKJ4XDY4yAlPnJ2dtY9M3yO9Pfo6Cjm83n1BRVbYytCfevWrXjJS17SIyinp6cxm83i7OwsTk5O4ujoKM7Pz+Ps7CzOzs6ibduYzWYxm82ibduYz+fd8dPT097Dz44SETEcDmMwGMRwOIy9vb0Yj8fd78PhsGe4M4NI0HD7eXQEJbBczLfkRHjucDjs1Ufn65wsbxmK7DzmreuUtqfHa/b29rr8/TvPUXpq4729ve47y680vN78zuuUD9udoGPkM5YN2JbLZSwWi+6YrpXD9usWi0Usl8vefV8ul3F8fBzz+Ty+9Vu/tXjvKyoq+njCE54Qf/fv/t1ev55Op3Ht2rUYDocxGo1iPB737Pfp6Wk8/PDD8YY3vKFHZGhL2rbt/EPEJckajUYxnU5jMBjEfD6P2WwW5+fncXp6GovF4kr5ZHeUhxMnfpe/oi1ROXi9D8ppD0uDduazyjfR9g0GgyvlvR+EOiOoGaHUPdG1tK8+SMryYV38POWhtlX76VzdNz0/7rOXy2WcnZ3FaDSK/f39GA6H8eQnPzn+/J//83H9+vWYz+dxdHQUZ2dncXR0FIeHh9291d/Dw8M4Pj6O8/PzmM/nnV/Q3x/5kR9Z2aYVFSXs/OpxdTI9pJniLEPhxkoPrn7j+Uqb5NCxznCVvvs165QNGg8avRIRHA6H0bZtZ2BpkHjN+fl5dy4HA54/4XnS8ClNOhDPm/nwfqleSl/p6C+/03F4nsxPAwjHOudAR5INflYp4awf28GfQ7Y11YuKiort4UKCbEJma0v2loNyFz50zrr8Pb+zs7O1M3mehuxbKR/9pQ0sldVtembrM9DvZbZwk/qU0lyFVW1esq+rriUpzwj1Kr9XakNPn8LccrmM5XJ5hczTFzdNE8vlsicWuQBEn1ZRsS22JtQiWCLJepB9lE2VWioClcKIuEJwIvqqwSpDUPqd5HlTwrRcLq8o0P7XCbETUNVHnTIj3a6ob0qmM6Ko+0BVX4MTJ8TeLnQKbCevv76zzOfn5z1F29Vp5rEKbB+W0dvVHVhWLh6T4uHTfsvlslOu6fwj+mpWRUXFZsjUyoxQU/GlTV5nQ/jX86OtYn93IcWvEYHiAJv5+3eS2ky88LI5SiTUy1oSIbxdlH8G2k4ey8qmvD1d9306t2Rvs+/8f9UAxtPzslI0Ynl1jmYm5vN5zOfzGI/H3UCqaZoecVZ6mikRHxkOh+mMSEXFLrhnhTpitWJM0kZVW7/z3IjVcXTrUFIfS6SVea5SoHXuKsNEY5sZx3XTfqvyWHeuKyY0QuvS47WbfHdnWXJg9woqNJvA6+ttw/vLAUlFRcXuKBGwTChZNShep1DugowkMb9NVWBeu8q2blLudeor4TbQba+fm33PRJUSSgrtpsKPo3Tequspogje1vTXFPdIjDnr4f5cYUiZv6iEuuJesDWhZoxZRrr48dglVygIdqKsAzlK6nU21cY0XaHNzqXS63ll6qb/lqXtWKcGOIkt1ZHfVU6WX4aHxnmT0ApXZKgYU4nn+dmUaab+eH1WxfYxHU9bRlP19Tby8KJSjHY1ohUVu4NxsBmp4SzRqin1EqFTevxt1ezlJqIFVUzNUGZwH8LjpfxKAtMm5S3ZxnU+kDY2U+rvFetIsP+/Ls8SaeZn1aBF3/V8nZycdERZsdfL5TLG43Hv/g2Hw5hMJnF2dtbNrisuO6Ks/ldUbIKtCLVIMolxFo/LcA8+uG5UfTRamu7JzssMGg1vqfw0OE6oMnVTf6U8ywh7OekMSmR5VXl0Lr+fnZ11I2les65+msbyeLzSIMWnaTMjxqk0pZdNh7Ld/Dd3hj444W9eJ6bFenI62e+rP4elgWBFRcVukD1gX+YgXrbj9PS0W4S+Li1fD6K/skHs/8Ph8MquIRmy41z8TjvuA/SSALMuj1WDdSeUaq/M3q2qV4lwryO1WbqbkMlNlVz+noWieBlKA6XSjADb5uzsLA4PD2O5XMb169fj4OAg9vb2rvATlUH3VxsqyJ97DHZFxbbYeh9qKsz+8GVqdSksZBMikxHde1UTMzJVIlcl8pUZoaw+mVKxSm0ulXcTrGr7rEwc/GQDI6/3vXy8Le4HqV03g+H5HDz+eHzqv/k3ce3OnSv5V1RU3B+wX5EwlWKnHesECKWRqbPrsMpWb5POOuxq20qEc9Nj3q6b1OePc3ZuGz5QItMk1RTrNGuiD3fY0kBMH86wVFTcC3aOoXb1Notn0iKwVaEeGeHkaNW3ipMy4ao1sckCjpKasMmo3kffXj4/lqWRbYGncmQOaRc4cZTi7eEeVNa9HTLiSgPkiz50HttKyo/+Z2iItx3LntWBKhZ3LyktqNTfD3v5y+Mpf/AH8RE//dPxH17wgo3WAFRUVOTwQbiTOpIVhlRkfZ0kx/2KvsuPrAv1cBWZdmPTfk47R7Xa08ry59/suiyfUpm8XXVs2/Ul6+ChcFk5Sr+X6uCKswtxbCv6ctaZaZXaLuLCr83n8wvh5OCgR6CzGc3RaNT5j8lk0gv9qKi4F2xNqL0z09iRTHMXEKqgJZTIqDqO7zu9LjSA6dKgrzKoWSdfRZJXjZqzc0tkmgaFxlptpjZftdgxO+ZOpGku4405TctyqQwZuVbaPqJ3UuuGTPXQ7iAlpcqJdla/0rmet877e1/wBbEHQ/nsV7winv2KV8TpcBhf8vmfv3KwV1FRUQZnuAT1Re09ndmKLLRBhNrTc5K6auE4z8sg+7cq5Cyz6etsQzYL5/lmZfPjqxbDZ2JDyRdleWT5+7Gs/JvaRfoLrwfbWXlk9zG79yVhyvPW+y2Wy2WPUCt/HhuPx13e0+m0u0brbVblVVGxClvPc6x7uKkoeufZtLOuyqO0DdD97gSbGhLPl504I+S8zo3hKuO4KlZuk7q7sSyFeGSLTnktB0fZh+mUvmdpZOeWFJ9S3bO2+bYv/dJ47TOfGaejUURELEaj+JWnPz2++u/8nSv5VVRU7I5MJFj1WZVGhlVKbvZ7RhZX+aNdsEq93QZ/3CEHpbba9PzStatmpteJbNuUXUJeRuo9f86IMAxEA7tKqCt2xVYKddNcvklPC0T49jk+2E6M1u31mKnArkpvQqRLCkFJ+XTjSgWUYKdT2XQ+R8D6LQtXGQwGvbcfkkBnO3ToHMaCcQRNw0UliG3F8A5vG98HnOUU0VWeNFS69/rdp9g4zadwEqlP2b3M1OXSTEVGoFUGlkfP6uJJT4rT/f0YLpdxurcXe8tlzMbjuH1wEG1Vpisq7gnej/V2RN+rXuEcHtqhNGjfaHdKeXExcqZ88hoqzfruCx83IZElpZnHsjJnqucqkWDdebSxStvLvk6NzmaZVw1YVinvOidT+uUvSlwgKxf9q6Ok4uvlLpoJHY/H3XPmC/Lpn0ejUcdpJpPJlXpVVGyDnQm14o1KRokxqvqd6fCaTLndhkhnZLFk2DK4GkqySCJXIvoCie9oNLryu17hrfT0PQuR8PqTMGfqrY/KvY0yhVrHOV2nMvmUHAm1yksCy9eQq300uHKCzrJ5++p3T69UrywN7XKiaedrR0fxax/yIfGqZz0r3u8XfzGuP/ZYz6jXld0VFdvB1TzZh729vc7O6Tf1QxFqJ8u0KwxxIxEmMqV5leIp+5H5oFXkqeSz1v3muxa5Hc6+e5nWzdDRt6ybydNvpUXq6xR7keCsDFldGFbohF956a/vmMVFhR7m6OF8vO709LTzOaPRqPO/Xj8+o01z8Ypz5TG6O4tZCXXFrtiKUA/OzuLTv/3b46UvelHM9i4vzUb4q0b926iCrsi6ekGDm5Vh2zxLBD47xxXmTF2NuBozXcrHnYdf7/mzrlmZfXDg7eSGVIaTqjRV5qwMzIflYDu4Sp6lpXqyzMwni5lfBbb5j3/WZ8VsNov5fB4/9qIXxdHRUcTJyUbpVFRU5Mj6cbZrQiYOOMnZBhQBMmHAy5gtZizl66TTbWapPOsG55vYmW3bwn3jtnmt+htxaa+3rRPbgoKMh9fRx2SzE/RH9GPr6qN8NHNaEp/0rPIlL5VMV9wLtiLUNw4P4ylvelM89+d/Pr7nIz4iIi5JGPec1jRctmhlHQnkeVQrlstlN4JcLpedUk6D4uEn/FtKX2l4WTK11xVansOQB8Zn8Tx1XqZXGnFn5JvXRlyG3bCMXmd9d4Uhc0QkoWwbKQVZ/fVXCztcpeY5Pg3soCqt9NieTDcz0CqvDDLVdq3iVj05FVkV6oqK7SClz+3eeDy+olDT7vEat0nrRBn1U+4gtVgseu84yPaQlg1z30OhIou5zcIi+Du/l+zIukWU68DrSwOAVfarRLSz+qyKd15HqjM/5AJR5p8zlZ3qtdJw+8/2ZNm0t7R+v3btWpydnXWCis8g7+/vx9nZWfccrXrJT0XFOmxFqK8dH8cgIj7wVa+KD3zVq+J0OIzP/pt/syPVqxaqRfQNZOmh5e9+rU8HuTqtEIOIXCmgUWJHX2fsMmV2b6/fdIyh9u9ORJ1QMuSDZXNC7THSJL5E6c2B2YeOxpUlGRca36weHkO9t7fXkX2lpzCMkuIsJYmOV+mNRqPeM0M1w40925YhNdxFgG1fUrYqKipWgwPkiMvQDk6jR0RHYHQOd/OgHV/VB/k7hRt9lw/yUET/TttKG53N1vnfdYpsdkx5exgIwd/YbplaTp+wikxnJJm+LyPJPqBhOTIhjGlkhJ/+TwMe9/2sj/LyUEtyAt23UttoCz3d2+l02j0Xs9mse95EqCeTSRcucnx8XIzdrqjYBNu9KbFpIto2Fnt78avv8R7xgx/6oRfHE1JLgl0iczTGjOPVX6kYVGRXkV8SasI7a4aSSu2k2Imt5+EkOCJ6yjLzd4KclVnfs7jt7Dq2oaOk+GRtEdF/e5fa/trt2/GJ3//98X2f8AlxdOPGlYFANgjQOUqDpJx50mAvl8srSpaUcE7jrVOXXQlb1XYVFRWbIRtMc1Dtdsqvy4SNdWD8LWeXuEAxEyVoE50Uyr75+pSSWs5rV5Hskg1mPUjkN6m7xyQ7VqnRft4qNTo7P/OrXj4H/ZvzAPp01kf22n3jqnvo9eJ6HT6Xrmrrvmtfap9ZqajYFtstSmzbi50Szs66nRLODg97Bk3Tb/yukWnb9sMyIvqGrZfXXRKpkaTUD6q9QjZdlBEnjWD1naEY7MCZquw7d3icNL/zt2yBDp1Kpp64wWDIg4dleOgGDRXTdRLtikzm/HRPld/Z2Vn8pZ/+6XjKww/Hh/3kT8YPfdRHpYMClpEKNdsuawdXuTk9p+9UrpWvOz3WSe3kAxkNctY5ioqKihyyz9PpNIbDYezv73fqNPcB5syi+rC/2Y7T+9mAn2IJd3RYLBaxWCyukCmHq9DM0225IFFI16wLv3BkgwZe5zZYefouKH5+htIAYBVx9rxL7eeEehWhJXzglG1rx0GC/ldZ2M5a1Eq7T7GGAstisegWJmpmhN/btu2eGfmW0WgUi8XiiuhVUbENtiLURwcH8W8+7dPiL/zyL8eNxx7rPcQcgcrY0QhmhpJkyOPVIq6+hY+GkCu3M0LtqnBpVL+K4JWOZ+cpLSfYrtS6yv2bv/nM+K2ffWZ8y9FnxWdc+6Z4jw97KJ761IeuEFx3AJ6fj/Sz+rJ9XCnwNuHvZ2dn8Y+/9mtjBKP6Qa9+dXzQq1/dvSCFoEHKYq9FmP04jajUAyfkSp9tmYF1K8WtVyWiouLeMBwOYzKZ9EI9fAbK7WBGbh1uu7g93nK5jNPT04i4JNdu2zzUoRS2EJG/aCuiPOO5aqZzHTJy7cfWqfarCK372Iw481z+loVo6rhvdbeqDuvKXVL2dZ8EPUtUnEXMPXzT66B1VvQfIuV6huRT5YvG43GNoa64J2xFqG8/8EC84U//6fih5z8/Tk5OIu7Gq/FhZqfmmxMZ57apKigyp7+l0Ws2aiXpJDHPDGdpOzsncfpLkq3OyHK4qs3zaYj/839+Vvz4j398/Ivl/yM+LH4uPu/oX8bf/4l/HhER7/Ver0zr5USQU5acFpMhcmPt4RJsRyq33pb/7LM+K/7qT/5kvM9/+S8xXi5jsbcXv/Ge7xn/6SM/8ooTcFJPQ6r0FOtIVbpt2969omNWnfSdbaA2cUPN9vBz/XtFRcXmaJrmCoFeN3tHkUJ902OoS0prRPQWvzOk0Pc5phqq/N0eMm8fnNPPZKqwE78M2xBM/56JS5ukVVKlMwKbtXUWohkRvfZlmUp2d1193e5myj+FOCfQnh7Fn+z54T1eJSKNRqMYj8fVJ1TsjO1iqNt+yAA7GkeGJNPn5+edikBjqDRIsiL6nc3jnJwcs7PQWDsZLIUguDF1x0ByLTghJ6Gmsq7RsZQbXUti/u/+06fHNF7cpf3Z8Y3x2ctvjNmPTOKL3uezL2/S3bSyFc50IGozOY/hcNhbpONhDwIHEBzV07DMJ5NY7O/H3tlZF/azmE7j5NatGEZ/MKXnQgYsoh9awXS5J6jvGKB7QbVBU6JqD3ferkRlTpX3tZLqiortMRgMYn9/v7fvNEM9SiFWIi2DwSBms1lE9MMBSAidIC8Wi+6vFphRrc5IYMTVMDYnf27zCc6m6rdS2J4rpu6fMgLt5aH6nS0oLMEHERmx9L8+W6n29N99prmU/7rjqwSwiH7opdbKePgQxS+/37LvHHCx/aRQ61rem+FwGAcHB1cW1FZUbIOtCHXEVQOQdWAS7Ixou6IQcfXV2nrQ2bFKI08qzYzBzUh0phazIztxXTe1p3NK5crCE/Tbn43fia+JL4iPix+Ma3EcR3EQPxD/c3x+/LN4cfM1V8rHupIcUm3RNZnj8Py9bHKOXmeldf3oKF7xAR8QDz3jGfGsV70qbhwe9upOhYAqS0nFcJVZJFx5+tQx25pGj+2S5eNlWRUqUlFRsR60Fx7mUVIARVx8tx1O57uNpy/hrh6np6dX1uc4Cdwk5jgi37lI59Cu6jfGOVP1zIj7qgF75kf9+oyQ8pzM7rkv9t9dAfdFne6/M2KefafSzHxYTvocr19pP+hMNS/ln9Vd+WZ5sm0ZhlhRsQu2JtQRVzunjwh9Oo4dkwq1j75dAZDCq87gC9sydUDgOVK3lZ5f798z0u0qghM+ktqsnZiGrj2+uR+3b9+MacziJKYxjVncjptxcnOaEkZXxZ3Il9QXJ9tybBmx1pSX1yMi4v++u0Vi27bx8j/35yIi4iD66gidHNPOBlwqn+el83WO0tbWe3SE3Dkke06pUqi9OO1cUVGxG9wuUYRwBdTtDG26zvF94elLRKK1V7DH9JKwrerXboeUXzZDqvN1nH5JdVJIIme8+Hdd/kI2qCApZ1myem9SZx9gMAyG5+gvZz1LA5RNiLb+cjCSgbHS8qdte/EWRD4nOpfp6r7oWfFnhPXhGiz3J9UnVNwLdlaoSZ5OT09jsVj0DJ4+CvnQRvw6HtEn0AJVZJ9K5PEsjMOVTBHoyWTSkXERRqZHkHQzTUH1YccX0XOCy/bK4pn/0l/6kfjT//GP4pvavxP/Ov63+N/iX8e7NK+Lv/SXfuTKlCkHB6p/ph6IeHo55LwYXuHtp/CUUt0zxUSGT22iZyJTzGUE9ay4GuEOhA6GZaY65ERa6dEpKF89Z3t7e72p3IqKiu2gfujkWLZJNj+iT2B0zvn5eWdvzs8vdmZwwibfor2FT05OOqLEQbveCeAKq8PVWLfJqldmE1Rm/132tG3bK+FyGTknYfW8fWF5JjzwWtrJLCRDtjkTsBhGwbZjKCf/ltY9ZQSUZfWdPVw0I0jafYAWETEej2MymfT8nkIb2fYi4DpX7aMFh9PpNPb39+P8/Dxms1lvd49VMwoVFeuwE6HmX333zqj/sxGwpyXjmike2XSiKyIZAWRnVBoer/vExSL+9k/+ZPzrj/zIuH1wEBGXBr8EGSmBqkW2tdCqdnzf931N/Jv45PiZn/mf4vbtB+KLbn5lfMRH/Ei87/u85kpdIvrTZZxW8zahsRU0mMgWSup3bYO1yqhkhFrkVk6Kaj3VBlc/vI2oTlM58tAWlbekMjE9j6Nzw1mn9yoqdgdtr9sm9U3vbz7bKPgglz6EL3PRgJ35RlwSy1WEKFOAddzTYx1Jdlln2qhMOc7yZzlK52b+w+2ZykK1lvmX0nB/UWqb7Lifn6WdiUmbqL9+vgst3sYuKOl8F1KYRsSlaOYzypVIV9wrdg754EObhXWURuKcLqPCq4UqVJHH43FMp9NOmdWekVRSOdKlci3ySIVa6eicF73iFfHU178+Pu5Xf7V7lbrvc5zVnYo0iR732M7UXf4V+X7a014V7/M+r07VbTd4JJMkgnRanjdJ+GQy6dotew04ibb+z+qiY3KKmnng1KArRHxO1MZ8jliXUp0jonsleUT0lHgPkfFyZwaV4SLVmFZUbIds9lBrXrLQvog+CSrFvNJGMtQj4vKti1S89f38/Lx7q6rK4MhCGhxZ+IeHsmTEWHD7SdulazKF2rHpgF+EPruebe1+gTOTsqUeZifbrhlF1tfzVLsrPd0/blGnvz7LHBHdrIbbYi1ElZ/158d9oT7KXzH7HIA4JyF/qajYFTsTat/CyEM9uFhEIAkjmePLAUajUUwmk45Y7+/vX1GXx+PxlV00qH7I6Kpji6wrf99T+cN//dfjw3/91+N0OIwv+wf/IN25g3WXUkJjcHZ21gt7oLGRMXNSx5fMeIzYOuWdxlZGhZvfuyPQKma1RWk3D4EGNysL74PqnykbOs6FRLPZLEajUe+5oRqla7NYSpVHxpuOVeUqKeyZQsE0KioqNoMG5SRQnIkioeb+vxH9mNxsEK7zlstlzOfzXoid+ixtYNbXlX9JlPAYXIHpZWm37cVLQfjSMt9dg76Itr1pmi4MJhMddH0mqJSIO+2fD1xUB/kHEVuVTfeFhFS/k1zq5TkeCsIyCwq1EKGez+c9P6dz/D0EarcsbltkPiKuvOPCy89r6UN0zEWWVaJYRcW22IlQZ6PETUEj4btpcHs4/3AHCpLo8Xh8hVA76Zaioby/5rM/O17wEz+R7qlMtaU0ZeZGOCLiN37jL8ZrX/7+3Qta3v2DfiHe8z1f0bvO01F7rPq91IaZKkGyqw8JNbcgokKd5euE2o2W7okUIZ/Sk4FiGEhEdEbLBy2ZgWYdOZ1Y+jCfde3HtqmoqNgeJLTe73xAXEJJnc7CBd2eqQw+IPbwL5WPdpv2iuWnUJEpxGdnZz0RwYmaD+j9uIewldRtJ36bwAcGupZ1zsrK6+n7nKDv7e11KntWNvkBCWMk8QSFL+WpcoqIsx0zW+9l8HL4s1NR8dbA1vtQczolixvj6lnGnek8D9HQNVKlFdqhTslXg0pdnUwm3fnT6TTG43GvnFJPRBwV/qHfFpNJnPqeyvv7MXvggd4+lwTrSnLeNE382q+9X7zsZS/sv6Dlp/95jEajeO/3ftWVNoqIK0a7FMJBNUb5Zmqwk2j95cJOqvzM0w2Xyudl8PL7m6gEXUfDtlwuu4VHSlvqg14DK/WBajWP0wGImPM8lTVTzfVMcKpXx/QsVVRUbAbaGQ5mSeQyMB6as1Yu0OgjX8DBuc+Y+cA8Exuy8qjstHW0//RVJIUMdZzP51dIppNy/u/Cg3xpdi2PsY6+LsTrqDS8zlSrp9Npb62QZvwYSilfcXp6GvP5vDfT2LZt794pDRFqkW8RZN4PF3R0fzWbrLRd2ab99jbIxBmq2BHRcQk/LxOWKip2wdYKdUmddvKnzuTEjwvjXFFmaAf3OBUp1lTS/v5+HBwcdN+n02lE9Ek8lQyFfxA3Tk7iVc9+drzqWc+KZzz0UNw8POzFaEdcXUBClYQE/aU/8DdiGvMu7e4FLS+bxJc8/XN6K9IJJ+YC83D1nveA4GCGbavXAstYrdrlg3XmOf4mSf115Z95O0FfLpedmq30RKjn84u242uEuV+5wmNcjVa8HeMlFUpSGiCIiKvMDJOpqKjYHCQnIrqcSRK836pvczBNMFxEBMsVb7/Gp/g3VXhl/+R/+La8TLVmvc/OzmI2m3XEcj6fX1HlaUdpF1k2+cvMFyg/Xesk0Ymhzi+VPeLC70yn0+6FY368aZqYTCZxcHDQqcwiuIpzVuie7p/bWpWV4Xz6zhAhlvXs7KzbfYP56CM+4buEZZAP0ZobimyMqV6XTkXFNtgp5EPIplkyuHrKxQkRfYNBIsnwC5JEnqvz1IFcxSwpj9//4hd3neplH/uxKxWMdVj1gpZPia/t0srao2RENzmP3zmdxzZyoyWsI5E+lcvrlDedKMl+KV2VkeXTFKqrU8zD46q97BzscAq2dE9ddaoGtaJiN2R9p2QzSYw9pCO7Xn3Y7RCv4axhtu1cCRnhXweqzCSvWuDMOGZX0DOb4yEYOu7radx/+uBiFUq2LfMnVOZ9RpIggXYy7b8zLw93oR8nJKBIkeaiRi/HOtudDTgyMar6gIr7gZ0ItSubnIbxxQKKvdKo38MElA53n2DIB0MWaMhomLnfta8s556nPJ51eH3cODh47OzsLE5uHcTtx/MXtCh9dwz+RkLv0Kyzxz+7QffrabSpIHN6kc6B5DkbjHA07/s6O1l35+FtqvsmB6hZAU05+ssdzs/Pu0VALL/AMqp82a4hCh/S/1Tfq0JdUbEdMuV1FTGRvfVwD5+9k9/wkAmScPcDtGkMKVlH2vX7aDTqlEyGgGV2lKFzunY4HHakL1PI9Z0LGJum6dR3zdA1TdPtxBQRvXNJSBlW6QqxiyxeFh1nHXh/6EelBB8dHcXh4WEXtqfQPfpbimM+aBCYV7aInOdz1jHz1TzOe+sCkrehz36yfSjYVFTsgp0Vaho9EmmPq2K4AhXniH78sMgZY6UZQ+3Ej9OHMsoy0Jz+0/SOjFRGll0JL00neseVUfmIj/iR+NP/4eoLWj78w3+4Z2AzJ+TIVHsZcbaVGyDeDxpXqg00IiyXzw54uVh/38IqG/X7vfc2Vtl8lbmUHkJKBQm13x8aSH53J8O2Go1G3QsAPAayoqJiPZxIZyQy4uq2eXyTnU/fu23k7iEUamRXeJwv79BvDDEhFDqgv6enp51d8IV79E/KlzaFvo2EnwTOyarSo3ig0JPJZNIrn/JzlXs2m/XqxHTYfq4Ayy/oNw4G9F1E//z8PB577LF485vfHMvlshfiwtlChnIyb25Ty/ZkWXzwpDo4KJ5l99Prp7anAETe4G3Ce1FRsQvuKeRDWDUFpE7iixD4m5NqGignkT7q5qiSnZwj06wDseN4R3ZCmRE5pdu2bTztaa+Of3P+SfEzP/NR3QtaPvRD/2M87b1eecVgOjJjR6dCI+XKbxYqo7plU4/MKyPA2dSd0lOa2ZsuPT3WjYQ5U7D4PDg44OH9yhYcUWHJ0uB3H9xUVFT890emFDtcKMh+J9zmU8n2GUxeT59A4itlVLaVNsPXi3g5uFguI446T38pLrhoFNEP48vy9IEMxZjSLk7EJvfDy09/Q1vLGQiCYX5UjbXGytN2H+s+j79za16GBpZQ2hfdj1VU7IqtCLWTED3IGuFTISYp1N7STqZJkrkAcX9/v7czhQwNlW5dx30rNR0VcblfJVcQl0bDMqAR0S10Y0fmqJblJtF+6lMfivd4j1/udfD5vO2pMNpr20kzPyTSGt2XBhfcSpALL6X+6B7x/rE+jIHm/WyapueEuECE4RdZfDMdg8qlv5pK5QpyV9b1V991bxhP50Zbv6nsHGDxHi8WixgMLl9wMxgM4uTkZJsuUFFREf2dJCgYrBsc67sPgGkXubMH+zv9jnaaWCwWnVKrwf75+XmcnJx0eyDPZrOVC9kYCqb0qRbru4ctXtj4eWfjj4+PO6JIu6xdqEi6m+Zyz2Wl7wvopajSL1C5lpruRFJhkxHR2W22vey7p832oT+aTqdx8+bNzs9rT2r5BZJpClw63wUM3Se1E309BwJ8a6/aQrOay+Uyjo6Oer65pOqLJ3DgRd7Awdg2g4yKCsfWCrWPvDmlxvALElgSqOwV49zRQwbI95ZWp4u4Gt4go6vpNE2tieCJUGfhEj7FRINLYu3Kg5yJk1G2CY1KRFzZaSQj1qxrthraCTW3G+SWQyS9qwwESacTUF07n89jNpt17aq2ZUygPj7wEXGdTCYREeluIz6NmjlcDp78XrkipfLxXqo+KpvaqirUFRW7IbON28Jtk+yaQrGy2TaSotlsFrPZrLN76ufz+bwb/J+cnHRv2uPHZ6hcUaYPki2L6G8Ryrjio6Oj3qB9MBjE/v5+lw4FKOYp4s66s74Ml2N4i+w+BSGlwd1RfCcVEk/ODPt9UP6TyaS3M8t4PO4GLbLLLrSwjKonCbXss4d4qr56nrxNhPl83qXtYT+sgw9EXFmn36hEuuJesfOLXUiiSw8jR7s+peUKtXdqkWF+pwIptVjwMBOGGzhxJjndZEqMRoJGneewDdhJORpmezmR93CMTFkuqdlO8kthK/zO8nJhSXYdZx5Eos/Pz2PylrfEC1/60vj+T/qkOLpxI203z1P3j8o225Uquq73cBYvI9uAryZXW9A4+/lylJVYV1RsB/ZTfrz/+jWb2F0q11m8LNXQ0iezQfqrMrKsIqwK/eBCRJZfg3Kp49o+ToRaa0Fkk7Xns9LyWVISdyeFEdHbvYr2V/Xh7GVEf79l4Wyv/gABAABJREFUj9Vm6Ivq6SKZIJ8rRVrEmcq/4qyzV5P7PeN3+h7VR/ZbApjakPfHBa8sTcL9o8+G8jt9a0XFLtj51ePaP9hVBI0u2cm1uFDGwxcmcopMHZ2EWoZEv4vYkZgzLSdivp+1E2pfrEdjLePGUTWNIg2DO5aI6AxQRPR2LZFaSgPNNDND4P/L6HO6TNcz7CH7nr1ilfmwHaTw+CDhw370R+Ndf//344N/7MfiP370R/fK5EZJ94zhQD4gyJQIORM9E5zm9HATKkD6W3rpgsqqfVczh1JRUZGDttYHyySmEf2BrWwVRQYKARHRs/XyHezXInBnZxcvVhGp8z2PWQaRQ9q9bHaRA+zpdNqF6fH7/v5+TCaTmM1m8YY3vCHu3LkT8/k8bt++HYvFIsbjcezv78fe3l484QlPiL29ve5dCdeuXevZfJaD5aYyq/qqbbiwUbZ2Op3G/v5+7x7RJ5+dncXx8XEvdE8Lvv0lLyqLh26cnZ3F448/Hrdv3+7aXiGWFMU46+jPjM+GagDRNJcvkMk4gK5niAjTY/y8+3+fhVD6KofgMwMVFdtiZ0Kt8A4asYirMVge+0vi50ohR9ICFUmqCHr4fdszTpORrDuhZkeVwfFRLg0wleVsepME1I+p8zJcQsiMjOpKOMEukeuI/ktMeM+cWNP4cPov4nLhiFQJhXxERPzDr/iKGIGoftCrXx0f9OpXx+neXvzjL/7iK46K95XPDp8JGkF/jnScTluGniEhEdG91px1ZRvQEHMatxrRiort4LZL/TyiT1J95tAFiZKd4toRn+njLiEKaaBN0/luR6lc045I9KB/khjSNE33AjHZqrZt4+joKB5//PF47LHHYj6fd3+n02kcHBx0cdfaTWgymXThbgzL0Ayg7NlisegtRqcf4myhyquBx/7+/hUxxO2q2kzqsuK7nQDTtzOc4vDwMB577LGu3RUjrbpJkV8H3gNBISUS4dQGXEvkzx3Tkm8mOBvCa3yGlG1UUbErtn71eEbGMoWPo0mf5ssIqefjafk0nZQNTQ/pOA2HK7g+vaX/SZSZHr/TQJU6NJUG/01lYtyxFAK2z6ppKxLBbHqqZFCc1HrbZ8aNBt5nIb7+cz83nvvDPxzv/drXxni5jMXeXvzGe71X/MRHfVRRnWboBduLSjOnOr09OKDg/Wceuo7xhqo/ZxyYvz+bFRUVu4G2Vf1QA3UXWry/SaXkgFrrLQaDQRcnTUKc2cqIvvLMsq3q45ntpCAg0n1+fhE73DRNF+rBvZlXlUv5MH2fVWPdfOEcRQ+1DWdcFSfuaZcEL4on3m4k8SwPByvyEWqfiH6ICX0Vj5G80/5SLJKQoxhxhuX5LKPK7CIT0+M98XvENvNwm4qKbbA1odaoVIptRP8B7xK+OwLnwjQ3aCVi6gquwOP+P5UPjdhVDoVakGz5dBCnx7ioTeqIpsiUryvAWVtF9KeiZJCVt0bh169f7xkin7LiFJfqoxAJD51gm9GgeVm9Xb3d5SSoiqhMd65fj/lkEnvLZZwOh7G3XMZyfz9On/jEGNnggMo+34joxlnHnDi7UaZirXqQqDMkhAaSCzU5qKnTfBUVu8GJLf0Aj7OPyW5JSOB5bdteebHXwcFBtwvHnTt3urAAxexq0JzFVCvNEmgnfU98lU0KrJTT4XAYi8UiTk5OYjabxeOPPx5HR0fd7CP9YpYf1XmdS0JOFT5LR0q0lFuFrCnkRO2tNmO5VD+1v9pG6ryr/C4gKfREH4YzSslXmbLQDN1zDQQ4Y+2zrEp/PB73dsfyUFK/v0rP/T59AYUlEngXCisqtsXWIR988EioM7JMgqtjjk2Uaje8/N2nGp0sk9CT9Pv/VKiVJhVOH+X6qJ5t4GV1BZYGnC8tyZR5/3DgkJHp0vXZeWxXkmqRTjotVziuHR3FLz3jGfHz7/u+8SG//uvxhKOjK3FtqrsMlivTvIderkxlYP68d0zPB00qD/PJFOqKiop7h4eh6Zj320xI4UJz2e7JZNKRM6qkLgAIPjvoxxyumNNe0k7oQ0KsrfkktmyqUCuv0swZ60JCq+sZMqKt/EjKtWNIRN9fe30penBA4gMl3UuVU+lJpVY+It0ksCTV9JVSqbl2ioMxf+tx5gtJwDl4y1RqijwlP8t2qqjYBVsr1N7ZIq6+vprHqESQRLFTiXBloJJJEqTrqBSzA7JjMdyD16oD0bj4VFBGRml0WO6MnLmhzIwDBwbMl2kyVo5vpSJ5dFLsRDkziByVuzrh9dI9Gw6H8f0vfnEcHR3FfD6Pf//858eNGzdi38I9/J4L2haRbeVEnAMfLmSlcWYdM2WKzkrxeVRt3JlUVFRsBg26ZbdcfXVCzb+ufPJYRPRm4Xz9CdegKM+Iy5lF+gORcMUqO1nUeVSGmWZGrAeDQUfyIyJu3LhxJSRkOp3GtWvXur33aavdjnq5XIzQ7yKY2p5OaSgU4vj4OA4PD7tr+WZgV7tZR5J2H6TwvlLRnk6ncXp6Gnfu3Ony5LnT6bS39zbzYd0iLsMg6ftYzojoZgSy2VmVi4tPqVJ7SCWfXz53/n9FxS7YeVGiq4I+wtTUT8RVwsyH26fcSR4jLjsiSZCrCjSiMvCKLdNI3hddiGBx6kfHWU46Ba1O59QeQxpYJ8ancVDA9sgMvRteKjX6e+3atZ6RjujHPGf7UDNOT+pzdo6vfqajbJqmI8Na2KJzuA925ggI7bs6HA57q9ozB6t7KaOu63wg4FO+TqY1PblcLntpyEHV2LmKis1xfn4es9msZ68pXERczoCp7/oiNwoB3H1jMpl0O1ZoFwltT6cQA6WvXUDkczyUzBVKvpTFdwAS5Atc7abCGhHdC8hu3LjR7Xct+3Ljxo0YjUZx/fr1zmZyLY8W8cnG0b7KVzFU8LHHHouzs7M4OTmJw8PDXghexOV+2GpT7SYiwuqKs8pDZZl1I1lnrPaTn/zkru3e+MY3xqOPPnplUKW9t09PT+P4+LhT8DXgiLga0kI7r/bWecfHx3F2dtYt9tRgYTqd9uK49QxMJpOufaXg8xkjuc+EmYqKXbEzoSao5PJ/V04FdWJ1Hl2T/aUSrK2DPFxDxpkEX/DpR53vU2EZXCV29YCLDEuhCa4aC04KS3kzf8ackVDTSbki4B8d5xSlq7rZKD0LlXFF2ZV+LxdJq+ovcu4qFmP+OF0ohSIzhF5uGk05WDkZ1Z+r2SsqKjYHhQSfpfSF4rQVEXmonIdt0X5QmMhsI/9nvlQzKbRkCjvTUHlos1Rmkk+JRtyFQ4TO1w95CALD/lRGvcXVZ95YJm5Xp3LJF2ng4m1dsudeH324IxZ3EFHZPZad911bBkqsiIgrL9ZhaIj7H7+XUuSzZ4rhKKwDf3cu4veTeVc/UHEv2JpQu3LJrW24ZZk6gxM9QdN5PvXHV5X6A85FDXyVuTqUDOR4PO6UAY20ZaT04fQhVWitnlZH1ihexkNGwGOCOeJWeUjeIi5H5QxdkJFgm3JBh8qkOujDAYLuC98YqcEHR/ocALBcgk8FclDDkBTVmYYqG/ErPcXSCVSoOe3pgwsaVKXJqcxMNdJ3Gn+1H5UMX8FeUVGxOWTzsql6IZuxoyDgU/AceMueiZTpZSKyK1JPZd8j+uIF7TVn2GQTKCiIoLZtGwcHB3H9+vVomqaz/07iacelmJ6dnXVvFPR1O6pf1oaZ2OBEczgcxrVr13pKsa/h4avEtUe2iK/7YJVJM65OVCP670wQEaXK3zRN3Lhxo2tDvd5d91oq+/Xr17v7KBvM54EqMn0JxS7dS/lTCiGnp6cxm806FXs0GsW1a9dif38/nvSkJ8W1a9euiEC+JsgHL9UfVOyKnQk1R9fj8bgj09wXWueueoWsjyQHg0E3+iZJ1sb6e3t7cf369bh582ZERG/3DW1jpPw11aa/VGh17nK57KaJIi5XUSttkVOdT6PNUAN+/G19JPH6jYbdjWlGqGV4JpNJt+rZt+BTW2iBiqB7wf1OZWiVvitJJNAMydBvamOG0mRqPA2y6jeZTOLg4KAz5LqGu4nQ6dKJ8qUQGWiY6dg0BemEuk7xVVRsD7dzHq7Fwbn3QyqytCkc7ItEHx0ddeEUshVKT2rodDrtKZFnZxf7JZ+cnETE5awaB/2cqTs6Ooo7d+7E2dlZ/Kk/9afiwQcfjPF43BE51YG2Q3Z3PB73bLB8gos1qiPbj7bPRQiGRgyHw87fLZfLuHXrVm8mUumpHIo5prJPMPSF4ABAPkcDC9VZvnQ0GsUTnvCEuHHjRpyensajjz4ah4eHV+6x/Op8Po+Tk5PO53BNkMQxtbf7VoaKyMfp+ZjP53F4eBiPPPJI56/Pz887Iv1O7/ROvfdQUOjis7rJjHVFxTrstCgx4upq4SwMgNe5MeG0fcQlaWPaWZiAjKkWPdAoRVzGnfl0T6lMZ2dnPVLI8BCqq/q4MlBqHxo6/pZd76ElPn3KY662MD0faTPtbADAKVvm5fWhM3LwmkztVf5MV8aNaoTfR29LPQ/upDwv3m+vF1WxkrpdUVGxGbyvkxS6ffN+GRE9W+UhakpPg38XZDx0gqKAVFDaUPZ7lpViB+2L20P6Ntotvs1Q9aaAwLoyX8JtcNa+tHmTyeQK8WM78vXk9AUeGuPrl1hfDngoarAtuAc2NwFgHRgPLpVZ9l9quki3+yS2F8P0eC4HMFonM5/PezH7rHMGPhMVFfeCnWKo2Rn1MGu0ub+/36kINKz67gomR8URl3FrOq7R682bN+OBBx7opnQODg4i4pJkc8pL8V4i6VKWNfV0dnbWe/MfjadG1RrF7+/vd51V6Wlqj8oEO7jKRBIY0TcOWg2tBTj6TiV+Mpl0cX9UBhhjSLJLhcSJuwyaG1ifnqQqrdkBH9TIMGmqlWq6Oyx9p9G+du1a3Lp164pCfXx83L3AIQMHQXSqqgvhJJ2OPnPufn1FRcVqyKZIWeTsJMkLt1YT6Tk5OYk3velN8fDDD18ht+/yLu/S7SSh2TYKH1qcNhgMuteA09Zylo6DdIZ50L4xRvf09DQODw97b0T0cATafvoyJ28ilz5AaNvL0LXBYBDXr1+Pa9euddfKp1JlF5gnZ/oo+CiERfaea5aoTrvoRPtIP8GF4xrgRFy+SdKFDs7E6t5z9kE8QT6OM8L7+/txdnYWd+7c6a5jTDjXEekZk5/e29uLGzduxK1bt+Lg4KBbNOrPo+rNgZwPPioqdsHOhFokTCETHNmSZOp8PdAev+vnitSKTCvW9tatW/HkJz+56zzT6TTatu3OVYfn6mTlQQNzeHjYI56CyJk2kqehkeEQ0RcZl0GmwdZgQmSVo2SSaRkVGUW9qvbg4KAL6dCqZ65aFqmW8fMpPxouElCVj+SS4SQqs5yWBklSDASGcPiWUK7gEFTXr1+/Hk94whN6MwNymNx9wxcEqY6urtAxcLDBtHUNHSKV8kqoKyo2B2fbTk5Ouql+2j/1SS1c82n617/+9fE7v/M7ndrJgfnBwUG3a8bx8XFvyzRtS8dQOIU6ULGUnRax5E5IEZeDaYUrqk537tzpbLSIGxVTkvHSTFemNvM6qbLD4TAODg46kebOnTtxfHzcvajl8PDwiiigz61bt+LmzZudzzo4OIizs7N45JFHuhBFCl5qY866UpEXSKQjouev9Rr1tm27fbhVNqWtD8sqkq28ta2g7qXivUmgVXZ96N8VvqdjBwcHcX5+Hjdu3IgHHnigR6izmWrOHLiaX5Xqil2xNaH2Ts0FBj5lp04oAuZTLq5iOpQ+txzSQkORNhIojtSZvuKBsxhf5UMH4FNXHm5BNYD5c4TvHTmb5vM0XS3w0A9XVktThd7G3ta6XnXL6uxpe6yktwl/51+/lyLt+rAtFLfooSn+fOg488wINeMEeTxTnioqKraHzwL5J+Lqi7kyO8S/tEXZwDwLS3OVkYvXSGRF7pmnl41+i4u09TtFCrerXj/+7+1CmyVbyAE/dyDKZglpI5UGxQbPm2Ep/pvfoyzem+mwHTz+mIQ6S4Og7+J954J1LnTMQiKZjvto943u1ynmVSJdca/YaVGiE0aqivP5vDcab9u2G9VmsVzZwyyyNZ1O4/r16913hiMwnoqhGuxQKi+NPae+NO0mhZhpEBrda8QrRUNbATHOT1NafF0qF8fIMGiqSy8JKI2iXdnnRvVcpHd0dNRbAZ7FJgqcBeD2SBkJZnvp3pCw+sJG3Uuq4LpOA6PpdHplFbnKpxXzVD+obCh9KRM0tspHebINVA+G6SiNbIFORUVFGeo77Pvs/zrHbYpszrVr1+KpT31qPPDAA91+xfP5PB588MEu1I3T+7RTsney4f6abanT2neee83zxTAqI//6q7ozIYi+h2l5urTdEZdrctR2Cu2jOn54eBhvfvObu4WY3K2JxDci4vj4OB599NFOpdcWfprl1GyqQlpYTqnA8ssSnFRvDlzoP7hhwMnJSZycnMT5+XnX1roPbD/lo+dksVjE0dFRt+uH1Ga1W9teLPa8detWnJ1d7D+9WCy6zQgUVipVX2koX83o+too7mqi+qp+9BElcaqiYh3uKeRDpIob64sccXpNxkXGRCpBaYpFZEvTWNrdgqSPU24csTI2TQZIpI9xXuzgCruQSqrjjN1SeWQURag1kFD4izb239/f74w/X4BCEqstl0iSvZ1p1GSkqOKoXiKpKjenPr19FUYih8j7RiWEZdA9VHlVJgdVGDpbvjWMjoRTtiqX2lcGl9sm0QFmzlZGUXWhmqR7JCelNNRuFRUVm4GEmv1u3TVcs/Hn/tyfi3d913eNk5OTeN3rXhePP/54PPDAA70tNdnHad9kU+l/qEYrxE/nylb7AseI/iJpEjzajnXxtRy8s46yhRSBROrkIyIu46vv3LnTvSxlNpv1yCbzGgwGnVAzHo/jwQcf7Ei01uGorVyxVhtFRI9gKvbchScXW+S7Sag1gBGhZqy6uIFe+LJYLOL4+DgGg0EnwlEgiojOX5Cg7+/vx/Xr12N/f78Lm5F/VSy/8pJ/oxrN+rBNKcxVlbriXrAToY6InrGIiB6BEoHVeSSGMjgeE8Z0S2EOVAtK01aEGwEdc3XdHYHKz2ktDgCYvodFOAFV3spfnZrhKVl9/ZjXQ/mrXX2KTOVXe5YMRWnaMzvHy1MioSTU/hwwP04dsj6c5ou4HDyxDKtCYbL7k92vdfWoqKgoo2Sv9FsWmkF7KqJ8fn7em7GiCiuy66QwC9EgqXXy62V1O+px3zruZS+BQsIqW+v+h8SdM4sUNkSgCRJWxUq7kLFq5q0UxpH51cy3RvS3I8xmI1hWz5fhIb6uxwdoaiPOHutc+YnRaBTn5+dXBnmrwkwy/1pRcS/YilBTAaaxoSHQiFgbuctYiiQ1TX81NoluxOVG7z51P5/Pu4fff3MjUOoonOrxGCuRdY3QI6K3kEI7UGgVNRdqqEwqt/bvZPsoTET129/f71Ym6zo3tO5MMqVZizP1QgJN70lxiLiMFeObqwRO/9Ggsl1LgwUaLhpXpqN2UN0iolMVNPjSFogkzVxYKiVDkDNeNfDyMni7+osXKioqNgftsCt/nPmJuNwxSGrx0dFRDAYXr8eWqqrXd8ueyY/oBV3cO1/5u92XLRMBldopIqYwAf1Ogis1k3snR1ySOeWTkWrZV9o+lV+2TOXRTKIWmEdE92ISvV6dAkKm+stmMRRO16vdb9261an02jnJhRnNGHMQwRAQtTMHRyS7mjWWz1FIhey2h1FohsD9BesUEZ1P1H3T2yNlt+WjNbOpcp6dnXVKvc+6uk9Qmbibi7dvRcW22FqhZsgECY+MjTo5t1BSXLGPekVKfVTqi9ZEvvX2J23JU1Kk+ZsrDjJsTg6pdKh8CjVQTC83ladxV3swDEZ5MpZ8MBh0u3UwzouxwG7oSUSzeyEyOp1OY39/vxcKw8U4g8GgC3UQMuUlI9TZrIHy50JDTl/6h9eL3MtZyfAyHxlQxh9yCpEDEFfCWAY+G5kDrepERcVu4HqVTF2U/eYCQW2Zt7e3121vFhGxv78fs9ms95bapmm6kD9N6/tAmTaGIRUkciprNpsa0X+JFIUWKqe0hTxO0J6KZHPhtYii4r6lziuGnDtzuCBBgUbQIGUwGPRCLobDYdy4cSPm83ncuXOnpyJ7Wf07lWHP2+0/bbTylb+Rfdf9p2jFHTrcD9Nvq630nEhYU/tz3cx4PI7z8/O4detWL2wzmznQoEF1zWYzKip2wdYKtU9ZRfTJV3ZN6X8nvhH9ETnJngysqxJMww0m1QWdy1AIksdsVTLfECUS3baXMWIkr66UZyotp6ic6GcGhR9XWX2KlQ7Mwz/43evJduP/2fQff19ndLLfmR7jwflcZbMNajfeLyooTp6zgUJWtmo4Kyp2g9usVeQoIt/lgWtoqIKy75Kw8zdPi3YxInpkvmS/XJ3VbxRWlJf8gNdHAoEP3lV2iQ0UcTwcQf6FNpHlzNre7Z0WMbpI5X5QaXL9kdR0t5kuVNDXsAxOTDVDK9Lquzl5e/jgR88G1z6pbN5Wfv8zEs2P0lgXE19RsQu2JtRaSKEOwFH1KmJNpZLw+DDG/2qKUPmJDLIDZtP2JM1+nGEe6oDqpK5m6OUAWnTBV3uXlOqI/r6dEdGpLnpxi8I+GNLBjy/Y02jd1XuqwlrkyEGApuAioucQOBDSvfF7xTi+EuFnTDu/l4iqngFu/O8qdzZ7oPajMeR917PCfJifk/PMSVdUVGyHbFEiw0Bofz2+WcqswhIiLm0/Z9ZkH0UWuc8+fUFEdIqmbLdIl2wDY5Ujroa4RUTPnvv6mVXgAH8wGHTqrezycDjs1HbZOJF37cstwYa7fng5S4r1448/Hq973et6oRFsEy1Qpz+gUl9SpQmKGyLKuo67rUyn014IKEMP9ZczArT5amstXNQCQxH/w8PDLvzP/ZHaQ8+TyqH6SgjTjiBq12wwUVGxC3aKoWZ8GnfsWEVMaBDYabm1jY4Jevgjopsei4jeaJhTd4IMPHejkPEgGeN0HuN3qUSLUOuFBG3b9vZKVid1hYUfHZfR8TcTuuJM0iejxW3uMpWbW/6Nx+NuSz/Fsas9svAOVzvU9vzOsq1SAHj/SgpVtluJ7qnai8aaU7AaAHm4TuYcWddMTfMyVlRUbAYXNTJyxFnATCkU4eKbCtXPOeCOuLT5ri6KvOoc2nVfrCiirfyzGUYSL+ZHcKAgWyLyz7aRLRaJFtmlwisfopfQkOCpXE6eM1I9m83isccei729i7cFXr9+vVsrRF/tsd7yC4ynzqC8PcyOIXoqD9fEsI3ZZhyAeHgG/b7u2Xg8jtPT0zg5OenW33BXEJZb/oF1ZVn48hifSamouBfsFPLhHdqNT2lKjmlEXN2kX7+XQhx0TUSfBPo0lQxVSYHU7+yM2RSlFvGxM7Ku7LC6xgmlFlVEXG4FJFJNYkyF2sNpqB74PXBDxfbyD8M/1qmyJdLpDtHVbt43np/lyf8Zd5/VyZ+D7H6xHLye9Y/oP3fZoKKiomJzeF/0vu/nyj5kPsPtis8oaqaShIizmOrXJMJOmmnHWU63YbLnDDfzOmY2t2TLPeyAi971u6ed5Sn4oEU+jzOnGZF1/5zNRBKZWEHlP/NLOmcdF3D/z7oMBoOYz+fd/eVr7tv28vXtLJf8svu5kh9iuatKXXGv2HpRIg1HxOXrQTV1x6kUGkU/1jRNF85AcMTqnZTGiYSZCjWnAjNyxQ7Paf+MNLI+Mn4aPXMaUaSXHVX1orqsF8iMRqNuhftweLEfqUI6NOrO4tdouNkOzFP5SQWXYVV7Kz1XXtzQZIaOij6dBNVjD6dw4u+DDqrSHtfG9Fzt4l832ozLFEmXYuExeAxtqaio2Bwlu5QRSPVPzT5JQdZiQ/VJ2hHu5EMlWiTLZwZlQ1kWEmjZcSrX/ntEn/DJt7h9JNlWfrLdfLGX7yYku6N9tLVnttLnoIEhEKoLy0eRoG3b7uUqrvT7Naw7CWwm3Hjd6Te0Y4eg774DE9tyE9JO36tQD9lx7bCl0Emp63yjJAdqPoDywZRmQr1tKyp2wU6E2juEiEop2D/rRDIyHvLhqjUVSUGdxA0ODYCmDP1alqfUidS5pVArPRIy334uUzibpump0drhQ3FtHjdN8kjS7G3I8jtRJQmVgVY7KR9XgZQ+1YdMbdA5VHdL06GuJGfOiO2WKQh0AqyDK0ul+1cy3j4DsIliX1FR0UdJ6ePvq87h9Ltskga+tDMRl+RRdtcXCSo/ElgRxCwm2hXrkpKeKZbZQCJbD8PdQ1hnDSZE7jMl2VVcqufZeWoT+a3xeHxlLY/SKd0jlYsClfsZXlNqN907hgBlcB+n9mE+Oib7rzq6gEWBhDbdRRd+eA+rOl1xP7DTi1348Pl3370h4urUjiuPrkKzo21Clkod1kNBSuQvI+vqvBz5ZivGmRbj/VQHqsWMnyaB5aJIKrGK35aj4Lk0gmwrfmjUVC4ZVKoeTMvrlxFhGildxxmDbAcPtjOfBw6gssFEiQxnKnVW5lXwNCoqKnYDycwqFTKiP2PJa3Scr8WmCswZPNlRkWRXZLkgW3lRtaTdc9/gaq6Q+Q/aLC4al2ASEb03Aertr8oniy+WfcyEIEdpJrEUu+zpO8F0P608Mn+TCRH6nXHRAhcnauDEfEqzBE6WOQOpQZbCXPT6da/nKnWcZc/avaJiU2xNqBmXFhFXRvwcQbpaye8yMDSWEf1pNh/Zk9C6oXB4R/fV2pkhoOGNiJ4SnV1LQq760PCLUEt91ith1WlVJoWVUIUV+R0O+6/qVtpcxEfjEXG5bV5E9BbscAEp68R7mCm3bF8qHE7GqUZTvVFbcfrWV4r791UqvUN5eviGKxLuSFWfVQOlioqKMlzZ4wJDKp1UoLmrAnfs2Nvb6/aq1gyj7Kpm9pqm6XZL4oJGkUiFIczn82KZnUBzppQzm277uOhQx7nTCcM8ZLO17/b5+XlvtpLqOMMUS+TVy5wRT0GhNGp3ISO79N1M29Mt2WUnze6fM9JN+Hl8RhjOonaRD5OSPhqNujaez+fdi4HoZ+T7fNbUUcl0xb1i51ePZ8SWhDRTpPU94uo+y774hOd6nrtOzWSkilOLPgWowUH2KdWH031OqH3w4CpNRD8m2sNNuNJdebL8rlbQACpfXkvC7M6D7e2/lYyl2kVlooJdUmF470m4S4aNv3Fg40bS1fTMqGfOpKKiYnuoH6nP0RZlfZ99z9VR3z3JbQNtaDbAL/V5pVXq705os2t5Hskpwz34PSJ6xJ+hC6sWI3p+tK1eLgd9BQUXnkv7T/ueCVUuhvj/3u6ZqMG0S36c/jdT0bMQHT0zfE+E3zOmtUqdznxgRcU22JpQOwnJjB4Ni65hSIB3SB/5UqEWGLNMw0KjkZXT/89IFA1AKabWjRudgAyq7xWdDRZUFqn5ruIyfRkrxqgzDIWOxZUN/a9zpHZzIMB2KzmSTckmnRXTzIgzBxx6Vly53sSwueKwioxTDfN24iLKioqK9aAdzQbDpcF5xNWwgYjLxWESF7hIUXZKi6qpUCs92TrGS3u+LEvW30k+WdaI/gJ21pEiCd/eyvhw7Ynt7x+gDaa99jUiJWRtzDh0pae3CGbiAY8xP68rf8/W4LCtPaym5ENKA5fsGMuhAQNnEpQn13L5YEJpaNaWgzvmXX1Bxa7YilDrgfVYJi6A03cn1Jmi66N7klAHjQQXKWREUOXMRsYeV5eNoEsqgP5yEKGOPR6Pe1N+rrpSgWH52KkZ8sFYZ8WJ6dz5fN4jp5lBYPhHd7PvxhX6YhVOwRJuaDP1wo0W68N604lwJxMn1662u3Fz5cbbNnt2pAhxNf0uBL6iouIStMOcql83dc7Bt+ycwuWkTs/n894aEtlY5nd2dhaj0Shms1lHsrh/sdvzkrrp9oqhHSyvQJvBRYgiyxGXAtBsNovj4+M4OzuLg4ODmE6nvT2blR99qkB/ldk1llHnq76MQ9eLXWj3M6LsMwbZPVwVHueDGFfAs7JmJNZ9y2Aw6O3WxNBAnccBjIQntqXaQWnK5/nOMtUPVNwLdoqh9lEtUeogpdFfNuonQWLYANNZpUCUkBFv/76uXvrOzk4FlkSxVG8aL58yo+rDKdTS76vq5O226j7w3CxNH3T477yOf90pZTMTWflKZfSyRuQhH1kZ3cCvy6OiomI1soF2SbnU7w4f3DJdX8tB0h5xuV5E9oehcy5UZFhF6LwuJOCZv2JYncrs7ypg2b0ctGfrZgYzO8128/byPDL/TNW5RIAjVs9aZiKV3//SsVV1dd/vYZPuyzM/yHBEPl8eZ15RsSu2Vqi5/zJH+pzy0kNLUkx1loQm6wiZWhrR73hZB3QjwTx1jB06S887m6fHulCN1sIZV2gyY+DGi06D6bNd1PE5onZj4PXwNtPoPiK6GMUS6WUcNNuE92mTeD43eBywrDKkJZKd1dXDdHyQonbTs6tnM2u/ioqKzUAiKdVP/2eDV16n8yP662nG43HcvHmzs6eHh4fdiz340RtgPe5WyHYSoc3ZRGAoEV/WmW8OpkJ9dHTU2Zvr169HRMS1a9e6cECR7Yi+fWdZiXUkNuJyECHCyXuigYX7nExwWTXIKPlNF74yP71O9GD6/lz5rMHe3l73CnK+ilxpcDCm3xhSSVU6a8uKil2wM6Fmh3G1gJ0hor+ZfAkkbhnYEV1FzgwAR/luDJQGO34pjowkzUm6Xvc9GAxiMpl0r/6OuPr2qZLi7qNkjrwFN7hKe9VWfgz1oDrCOnpdVU/d08wAeSgNY+OVhw+Y3LmW7rEPfDLluaScZHXxgYjCZjQI4qCgKhMVFdvB1Vm3+06m/FoSas3sTSaTuHXrVhwcHMRisYjbt2934RI3b97sfIwIta6niJMRVNoBkjb3USVkqq/yE0nWW3C1y8ZsNovpdBo3btyIvb29uHbtWucvtA6GtsnJv+zwNoqwoPaYTCa9bVNlf+U7VH73U36vPD/eX7frrnQLFHlKafI+Ns3lon49Hwz30Mvk5vN5z2f5/XeRiW3mfrIKLBX3gp0WJUasjzP230pKNNN0Isb0eL1i7VYZ7sw4sMzqeCqbE15XM1bVjYtRuJMG88qQGUKvT+l8J6olRSArr6sQfg2Vi9L1m+SRlT9TL7L6rlMz1g28nND7OXJUlUhXVNwbvM+tm3ny/92eKMZY5NffoujXkhyzX+t/EmH6jXUKNZHZkIir4WaZUMF9qT2fTBDI8tsELgRlKq37J/d369phE3uZ+d1s1jYrM691Aq7yUwzZRhThc+nPUVWmK+4HdlqUyP+zKR09rL6Re9M0vcUCvi+yFpawc2cdb50hpCH18gtZGEo2snUFg0R9b2+vt0e05+FlKhFf7t2q6cCs7f1aKi6sL+vP0Bs6G+XFMBK/loaLRiczenRoXJDp5acq444wO5ftpzpn6kZWbr6FTfeLqoe/griiomJzLJfLjvySMEX07WSJ6LivUN++fv1610+Pj4+7fnx0dNSzc06OZNcYziXbQGU6uy4rpxNj2oizs7PeIvq2bbvyLRaLztYcHBzEwcFBFxLCtF2Nll3kzGO2pqek7vJYxKV/0ELN/f39mE6ncXp6Grdv3475fH4lrXViid+/LF8fJLjP9jSye6o2dhKudlwsFjGbzXrvivA8OHvANvXzfPBRfUHFrth52zxXqleRNI+rYzgEN9Ln9BZH/pmqwVeWZ6qnl1nn8ZjyomFj58y2+tNvUlL0GnGV18mZl9+VfcW7USH3sAmScVcx1M6cuqI6k5WbxDcirqyIpjNUOXx61Qc1GaHODBdDR5QW90xlvbPvHAhlMw4aROieqm56Zkio2YYVFRWbQ7aSYRtuE0oEW9freMTloHY8Hsf169djMplE27bxyCOPdH7i6OgoIqJ7QYqnz5A2EjV+L8UoezlpW7ys9DU8fzab9WyNXvCinT08HGZdWArLuUpkyconO6ndjYbDYRwcHMRkMon5fN69PIdp+cCCIX/eRiX4IMCFKReW3NeUBgck05PJJM7Pz2OxWMTJyUlXVh/UkVDLzpf8Ekl1RcWu2JlQ67sjM0jZtR5766NEThNtMnLOzsvOKR3PHIGmx9xZkDxmHXlVXqwvzyNRJDLlliABd8NF8uy/+YCFRDkzoE5s/ePpuQMttUHJsZXu5aZpZgaypERVVFTshlVq3i5Kn9sZLkhzAWSdkJKl6/6pdJ3CQ1gXKtz6S3/Fc/wlXkxj03bQZ5WN3KaNeb7EoIi4Iii4kBFx2fZuf/082n338f59U0XcSXAmLvF6F1p80FZ6Zqo6XXGv2Dnko0R2aEAIfzEJr+eiCZFYGhInQpn64Z3EyXpWF13HkasvCsy2HNJ+qIydJrx8bpj1V2qqHzs/P+8tFInoE+5MKWEdeZ6UHL6WV4MA326KO2GwLp4mlZmMUHOQUZr2ZdnlHH1QUVJMsutlLM/Ozrr9a7mK3l9qw3arhrSiYjeo/2mmMQul8/Ozvsa+ran8pmniiU98YjzwwAPdFP/5+Xn3qmlPx/fXpzDCwbXKmNnlVfX0EEbZHX8l+Wg06nb0aJqmKxcHB5kflb1UiAJ9EWd8HaoP6+Dbtp6dncV8Pu98wAMPPBBPfOITY7FYxNHRUZyennZqdklYcbifc9CXZ+2ZkemMoGuPbynuCmNRW2flkdCkGeTZbBbz+bw3u8o8qi+ouB/YWqGmYhtxdfpL0yuZSujGN5tmiohuKtFJliugxCr1sdShvfO4+ppBU3l8GckqJdWnDn2EvK4T+8DABwzevk5qfbTOMAulxbhtJ9ReDhJqD+1w5Z7tkKn4XqdVqgMHNlnbqR1OT0+7LQGztyJWMl1Rcf/gA+LMpq6D2wyJLoPBIG7duhVN08TJyUncuXOnEwbm8/mVN+aJ4CpN2nGSqCykIxNisnoK+q6XyXAL1b29vTg4OIjRaBTL5bLbhSKzbZld5cys58s29UGC4C8VE1SO6XQaDz74YFy/fr0LmTg5OYmmaXqEOhNDGF6Y+UknygrnY7lpgzNBRgMIilra1UW7oej5cAGP7TYYXGzDqEGM6i8hjOWhsFRRsSu2JtQRVxeGERnR5RRQloaHebhq7CPwVaPie0XJkFAl5R6fJTLN8+lo1hFnNy5eDr+G5Y3oGykZlezDstIAKQY+I/KZ2rTKAZWMbcnpeswgDbu/MSxr000HUxUVFfeOkvq86QA1u96PM/RP9nY6nca1a9euqI2cYSO5VnqcsVpVHg7iuXjaRQIJSCqbiJpIJBcZqkwuIrm9dyFmnQqchcBlPsTrKXIacTHjqjrwtd28l7wPLnB53rqOdSq1OV/Mw/ROT0+7ARMHa4w1L2GV2OakuYopFfcTO4V8+ANLQ+GKJY8znYhLNZQdSp1FRsn3tlaapVhadZp1x10Z1TnKjxCJlkHR6m4n1Zni4J2XhtLjr5WPFlKw7qwH21cGPeJy9sDLpnQWi0V37Xw+79LTtBkJNfdGdUflTlNlcSPnqoOrLiLKrNPp6emVe8w2yp4jL4fnz+tKpL6iomJ7sD/z7zoi5baYYQZKg/ZhMBjEzZs3IyLi1q1bna3h66YXi0W32O7OnTtdWAjDJTJFl+Vxmy7b6GFlKp+UaCrUbdsWZ8pISuVn+Hrwpmk6Au47Xqk9fdZR5daHPsxtoNRdvXhmb28vHnzwwRiNRt0iP+2jfXJy0i3qzhZylmwxhTMny6qHFmkqlpthiOfn53F8fByz2axLQ23JBfTyxWyT0owouQPTKPnviopdsNOrx9k5fDGGExg/NyJXIvTAMxxE17dt2xupOjIllH8zMu35sxxZHURySdpIGH2Eret8tC9jQyLMvyTvTriZbqZuOGGngY24UCJ8UMQ8SIx92jEznnSErIOIfTbFx7/Kh1PGvMf+f9ZebDemnw3kWH6WqRLriordQVLtMdTbpBERXdiWIDs5mUxiOp125FNEVztWiISdnJx0xFBlokq8rkycgaRd4UfxxuPxOPb397uXtYhQk5iqThGX4Q+02y7WMJ/MpxD8jT7JCTXLoDZQaMe1a9fi+vXrce3atTg9Pe3i14+OjqJpLkNA9DZCtmHWlnwWJA6pnPrOtwpPJpPY39/vlZtbEooAiwSLWDO97B66T3L/pBhsPWMVFfcDOz1JGUEiueIxfSeppcF1chNxSaQ8XjsjrLzOiXOpzJlquU4NlWLMc7yj0igyr6zT+7HS1F1GnPm7E+JSG1H91lSa6uMDHZ7ftm2nWmcKheenOpMUZ8TaSbrfHyoHriJkBJ8KmZcvcwDuJCsqKjZHNkul4yTV/N3tNb+TTOp40zS9WUzt70zwpS+y48PhMKbTaXecvzNtgSoy18fQF2i2Tml4iAfFE7eVJYInwui7mOgcLcxUnbJdM2gjnaT7uay3COre3l4XP83ZBS4EFMHNxKyMsGtgRTHHZ059ZlXX6H5SGfcwFH+uWA62N8uj4yXf4QOviopdsDWhdtLoU1oCN1wX1MlGo9EV8qPrufm6d3AeX7UwIuLq7hwlUq5jpYUcqrOrxSXDxphpnlci1SVC7OpFdp725eQAxUkkY//0avTBYNBt6n96etpbMU8D7buvSCGggsT7589AKdbNYxC5P7TuA7/rGr8/rpTzL9tWZXHFSIa79Pr2ioqKMmgzZHNkG6RAZnY3G8j6ANdjZRkKSHHD/Y+UzQcffDBu3brVS4v5qEwRl3aAZIsEjXaPNkbEXeEai8Wit4c0QxblY0gqpbJz+7rj4+NuwaWHp3C3Eg4eVF7t6ER/6eRe5ZOCLuV5MpnEZDKJg4ODTjmm7cxmPkmYyQeyGGy2N31/27Zd+CHvuWYeOMvgcL+uNqJYJA6i9spCfpTnYrG48k6GioptsDWhzoihK9XsyJka4dPz/numMmbflVZWRh+JZmUn6WI82ypSvQp0IOtGul6PEvHPPiyTyltSWknOuY2Tvz1KoTYk7f72Rxo8V5OyvyT2hL82XsYuU7doBHncZzbcASt/OgUfCPJZraio2B4+C5fZ9cyeehr8zn5JoqsXlMh+SVzxmOLBYNB7K6ETPCfUWgC3iuRnxximINKn8rqo4mIMba3+eowwfZGH0bGunH109VvXMl+Vc7FYdKq8Qin45l/af9pglUkDGx+sUNxwsUK+hrMH3LlD5y8Wi25wxvxLz1EmvLBM2X2IiN4AiP6womIXbEWoM8PpyAiyG7Msns2nYXidvjNel4SViqdAFZu/sVM5eXRVU/m6Al1qB1dXfGDhbZZNBbKdWc5VYR28xtvBf/fQD4V/ZORS6bjDcvXDBzCuXGXIBklsR7YnSbDfGx0vTQlm6fHelGZYKioqNkOmRHp/ysiMruVfDozZrzXgp72SH3DxokSaMlKt30XqvCz6X9v1SZigbXaSG3E5Q+prb6Tq6jhFEZZjOBz2FoXrL4UBpbXKR+jDMsqO6lqFlszn8zg+Pr4yA1kaHHDBfCak0ba6IswwjuyvyugKu8rg/tsVdD5ful73SrMDLsRwFqKiYhfsrFD7Q5eRX/3P+DOpAUyLxsCnl2RAfYQqhUDH3Gjwf5I3TYv57iHZ1j2ZmiHyTUVVxo7Gg8aQBpHEMyPqVB2ogLjBdKfBgUCJWKqOo9EoJpNJd71WU1O18Jg9N+CsjxtMlcfrWHKy/hyxDkxfz4fyp8MrzYhkz6SePzmwakQrKrYHB9zZYN5JGO3Xqn4qm8lYWn2X/fXt8Zwo0+YwZMBtFkkVy+zij6DXiR8cHHT+TGWULWP4hX9XG0wmk94LwhSjrNhl2SQRa6XLcme+QnX3nao8/lq7YzRN06nB+rhNLs3gyQ+yXV2tzmxr5i/c97pv0DPGAYvq6QManqd7S9+lbQIV8qLnYz6fdy8PqqjYBTsvb5VRXEdEnBTxAVc6GWigSKJoMJkOiWoJTkjXEerS6FjXlAy4G2wqoFl7Oflc9SlNn7oRWTWqp0pNI6/ycSbAR/xUZWgYpSZkqrsr2FnZBT/PHaWcDuuYOUQie079HlVUVGyOTAnMyLSfX1KoI+IKwc3IrvsNJ9QZGXKhw6+jDfABOG0hbZziphmWQHFEvoWhGLS1PE5CLeU0IroXw0T046dlf+m3PKQks8EUpXi+28BV94hguKGHzLiw5OnRb+rDeHOBIX9ePtaB5DvzxcyL4hN5hc9UVFRsi50INTvQqtgmdmgqnEKJHHoH8k5Rmtpinj4Vps7KabbM0GVpeV1kSBjzxk8plk5tkCm2pRF6FvbBdsmmumjc3ckoHSkUWtWuNpYK5GmxXXUupzt1rDQQKA2+mHYWn6fvPMfVLX9OfFAT0V9Jnt2vakQrKraH+rbDZ4L0ycibK5s6TlXR080INck30+JxEj+GHmY2hQSW/kPb9sk20QbLbu3v73fnT6fTXhoR0dtNRPadCxEjLhYrKn8urmOoHf2DfNt0Oo39/f0raR8dHcVsNusGARRg2OY6v3RfCbahq9O0uUo/S4f+wQUz/e+qOQl4JuzoeVNdV81MMASlqtMV94KdCbWvihZKxEe/Me5qlRKpY65m+4fpuQKt/zXF43FrNGglgs58XUn2sA6Ra4ZOZCNkh+frI2/f6YNto9jCLK2IvrFUOnIKMpwM/yDBdCLuoLPjffP7wPu7CqX7l4XYMM/smSkpVjpGJ1+3Sqqo2B4ZQSJBFgmUbZR9dJvIvsr+StJEMu7bqPnxiP6uPl7GVWo2bQnt4GBwsdBxPB7HdDqN6XTaW1xHjMfjbreM/f39uH79eqdqcycOtR/bRvUeDAaxWCy6v1qUmNUrIrq0h8NhPPjgg/GEJzyhFy64XC7jkUceicPDw25x52w2u2IveW/o4zM7znpns4Tn5/09xTM12ducx1b5TT0bUvQZRspQPoV08NnLxK+641PF/cDOhJp/XYnmsYj+662zzuGj1U1RIr6uepJM+qd0vpfFt4Dy8rtxLxnsVXXx/0tlyfJ1A8Rzsnw4behk3afZ/F6yfDS0Op4NDjZpj+w6DyHJ2qAEV0dI/rP7VVFRcf9AYrWqr5X69qo+7+ozPyJYmT3MBuSlcmflyQb87kO46FDrVUT+tFWeCxHyjRxAKFacx1woEaiAK86bM7Knp6cxmUy6regYZkL7TLLOwUQmYqjMmTqd1U1/lWYJ2X0r3QsvWzZAK4kwme+sfqDiXrBzDLXHl5FMC04GS+psRP9B1jSO1FQZGg/RcGLsMWoyMny1qb7L8GRk0omXl5PTQ650Uqlep67zNw9NYbmyfUxZlmxAwtCazLHpXO6HKkOrcqtNOFXp6nk2EMjqqPy9nNmzoDzdeZVi6bLZjVLaMuhVma6ouHd4H1cfdLtEO+bXtm3b6+8keUrDFyJyobsrrJsM3EW+VObsOtpwhg+cnJx09kg2k4P/8XjchXRI1RaB1Wwp20tt4wLAbDbrjkvZ9roLemujQky0DzjbfzKZxLVr17rYbLWDlFn/aEFhZstVxlXPg/OC7Dlxu0yBJvMz5AMMV2QYDAcHumc+2PIXAqkM/oxWVGyDnRVqJ9QRqzuYdyZ/eNn59ICTUDtZ5opmfUg8PbRDsW1cWa3N6zNyHnEZ++fTgJwi4nftYMKYLJL1jBRnZNo/bAcnqD79yTbivaITYftyYHF+ft57k6LgYTUe+iJkx3lfM7XYnxX/nhF0H0BkhjqDVJ62bXt7z1ZUVNwbXDkVQYq4tPc+AOfsFUMTuOiYZEdqpKbxMyJdiovOfJSrmTxfxEuqMGNxDw8POxsp8hwRHekliR6PxzGZTHrk2u0htzDN4rEjLl/KpdAPlrtpmphOp3H9+vXY29uL/f39mE6n3T1Q3US41X5qZ9lCvq5dO364j+e9KIknfl+zsDsq3O7TnITzI/8j9V9x5rLlDA3kDk58PkuEWv6womJX3NOrxyOuxs6VRndUGKl+ZsSp1Jm8Iytd/u+LEdX5SE5Jyhmny+vcYGVKNaeJshiydW2X1S+rZ+mYw52IlyNTcZWuzzaUylgKwSiVLRtwrSPUm7QRFaJS+5bS92m/ioqKe8OqKfOsj2YKZcTloHeTflxK388p2ZrMX2X1cAGJi865J7XSzUhiqZx+DW0sZ+ZI9rIBgPtTlZWzpS5quADi4XsZ8eVgwMM2vC15TwnODGa+YRXYLhmZd/+suvtgLtuVZJP8KypWYadXj2t0qxEw91dWJ+OolCQ266ARuQFcRdIYjqDztChDoR0i0ownkxqr2DYPq2CHJLl29ZlhHxlB89AMll0EXuXVSFt/J5NJF2+nOjA8Zd3uJFygofM8LILt7gq9G/5SWE3JGHo7+n3N4HVwY09jrr8qqxtH5esKNJ0KZx8qqa6o2B6y59nCsxJBoz3iuSJdUn6dGKk/C/QzKkdGEr3/e7iE226P9xa518JAlXOxWMTe3l6cnp72FgTKP2pBocohNVsKNW2dfCXDFnS+Yqn1e7Y3t6D2eeyxx+Lw8DAiotsnm+RS7aB0pFgvFovu4y+68dlF+X7VQWXUcfp8nS8fRuXY/YP7Kg4wOAPtnCDzb1La2/ZyNys9E7q3UuJLMfcVFdtgZ4VaD7mHN5Dw8Hw3kN4hHCUllOk5GRRpHg6H3TTbaDTqprpEpJ1QM4REYGdmPJnHTntHdsPjv6tuIsmcNhSh1mBARkDfZUw8vlj5CTLMrBvvE+8f72cWq6zf1D4ebrPqL8vCZ2LT++r/c+DmbZpN2fIad5LZgKiiomIzkFRxNwiqkt7vZVcyQs3+TuIXcXXnHg7us/Qj+i8d8djZdWSa2/0pTV0rmzKfz2M4vHjpCsMsRqNRR+SUt8I0ZN9lx90G63z6B4axqDyqw+npaa/+smvayUMkWWWhLVWMtYi1dqbS+Ry88F7o/umv0qSII3/DOirGu2kuVPP5fN4T4/hc8Z74Myf/zq1UVz2bfEEOCTvjxLUj17rY+4qKddjpTYkkOBFX43R1jNdk3zOU4nD1myuWNKyutPqHZFT/Z4prxKVhywYDmcLh5V81vafzvGyryk4jzHL5tBvh5V1Vbm/PdeXP7o//pdPk91Xw9EvPjqfrgzi2Ac8r1buiomJzZIoubfeug1S3Q1RB/Rz+7399tm2V7WM6JSGI9Wb4hxb3iZTqTYP0SSLi/O75eh4UdDwcT+V0G8yBBcm37zvNGQCuAyqJCyUbToHExYzMprLM2QCK7cKwHz/fy5X5Aj83U7BVbo/FrwJLxa7YeZcPPfzeGaVeUo3g34irBJm/e4fJOpWTTBFNKb5aAMJptmxRYrYnKFUPjz2bz+e9vSrZgaWK61xfHKPRtfLWfqZSN7hCWyEf+suQD313Y8E81f6qB/dT9Xgyn17jAkWO2F1RygyX38tNyTzvbzagUn0yA14qi+dB9cnVlrqyu6Jie6gvSQVkX+KsFhXnjNi4beHewovFojuuD3d2EOgTWLZsn2GRtcx2cQG2DxpIckUET05OYjabdYqrZhW1iHA8HncLLblwjraOdWD5VR5dQ8Ve7Ue1332ltyHzUUiK1HYRa6Wl+0j1uyRuuF33QRDvsfzwjRs3ommaXriFFkG6+EEhyRfsj0ajKyFH3JSA7aktA9u27e1s5XHmFRW7YitCzdGlj0i9E7GTZaSa6akTrEK2jZrSZEcTkdZ3hUz4x6eN3FgqT20jJ8PE0T+dAhURX4mt/33XDoWl6EUBOsaQDxloEV0OBOicSttI8X64I+N95FSjFBe/PnsOVhFqpev50xmuIumcsmXernzzNx7zxUA+SPB8KioqNodsm+yhx7ZSBVylFDv5YjwuX3gieyU7yGtJ1iR+LBaLjviK9HNALWKeKZpZPf0tslKARdYU7zyZTOLg4KDbveP8/Lwrr888ev1JZF08chHE6+/XuW/I1jVxdyoOGlQW5SdCT//Ie6j2cJWZ6XEhp94k6buJ+AvRKEStmonm80M/y7LQZ3MnGX+rcSXVFbtiZ4Va8A5NZCNXdsh1Cqfn4wZIncb/ulLindGJWzZFReLnnxJhY9kIlfvG4WH89R/6ofi+T/iEaG7evDJAcINBw+CG1cljRlidRHuZst9Ypmxbuez87C9/z9o3UztWOTVHqV6lOpfU8oqKiu2xqg95H/Y1JzyvZBcye+JiANNw8u5qqau3nvc6wigiGNEXd6gU6zz6CinNLsRkoSxK29e8MM659LZJ5ZHdC4lCVLmzvEv+UCQ1azeem/kngrHgFICYPsvIMpVUfZ7n12SiS+m6bXxPRUUJO+3ykY0gaSxJ6pqm6RTa7OHlw08SrN+YL89T6AZ3wtDiPikYvl2eE9Ss89MgasECP/qdYRSbkLOmaeIjf/7n4ykPPxz/48/8TPz8i1/clYkLEPnX68M2cudRipuTguIjfbWpqz/cvcWJeaYOZAMirzcdj9KmOp45VYbe8JnKBg0sI9vBp5n9WF2EUlGxO3yWzm2p+td8Po+Tk5POpma234msfs++y2ZGRI+Ekbifnp52U/xNcxlGQpvidVF6np/sottRKvSqh+yvdgWJiN4OICS/VIW1g4jOpZpOBdxn95iv+93hcNgpwSKx8gs6j4MElsdnakvixbp7xfZluKRmNKbTabdYkeACevnDrM6+0F7Phvyl2sXbXmXXDPH5+Xnn3yuxrtgVO2+bR3DLIydA+s7poIxQk0xnKgI7kjqME2cepwHL1N8SEcyIKRdu0KBtqnR+1dd9XYwQ3/yshx6KZz30UCxHo3jpt3xLLyYsC09xxd1H304YVWYZCS2EUTiMBkC6nu1LBcDTdcPNtltnhNYZ3HUKgStPJNKMHdcUXkRccTKZQl2V6oqK3cCBdkSuDLZt25FbxsdG5GtomLbS9OMc0MvOt23b5UFVV2nQ92Qqtn73HZ90vhYbipyLZNIv0D/I/srWNk3T2+JOoQ5uXxV7HRG92F7feSMiei9+IQFn2bkm5uTkpDtXPoFk1H2B0qbPyWwnbawPSGhfSeY1gBgOh3Hz5s3eoMgHDGrvDE7q+UxERCfmqR5+nTgEn5uKil2xNaF2AkJjqjCBVcSoRJIztcINITs696Qk6XQ1OvvN49doJHwRC6fZOH3niifbxmN1/59/+2/Hx/z0T8fT/+t/jfFyGaejUfz2+79/vPrFL77SFt7WTtrdEbgyo+8qs8rv02VUoj2UhffT88zK5E7RB1w03FSJSsR6HUoKU1bOTL3mOeuIfEVFRQ4n0JkwEXGVHGeEWv+XBr5+PWewaLtEDBUfTXCwzbRpF7OQDyeXmg11Mip7mokebI+ISwXWbXTEZWw3z8n2SSaB9TYkKdX2ezpfPprKutJWuInPQvpmA7yv/t3b3L+r/FzUqjZUnhysqc3Zlm6zeQ+Uh3MJH0z5s1ZRca/YmlBTZXB1mb9zxCv4CJjX0gCxE3ssdERc2bVDe3tqH1Cqsdp9gwsVM+IqAjqbzbrpuvl83q2A1t/M0LlCwfSHw2HcuX495uNx7J2dxeneXgyXyzjd34/5E54Qe83VGGqWi0TU74EUdCnRKjdXnUutliGV6h0RVxQPd0wagHDAUDLu3DQ/u/ck1fq/NDgrgUbQjWE2e6CpXzqBTAXJppsrKipWw8kk+xLthBO/0kylIDXW7QyvYz5Uorl3P2ewXDmOyEkg/YxCNyKiNxO6v7/fEWrZXPoQB/0Dj8kOHR8fx2w26xRqLoRX29HHuq+kAqt85vN5DAaDLqSibdtuxxHu7EE7yterczcphVb6fcpCfig08V7T7qoMERGz2SwODw+7/FRWpqnF+bT77jOVn+5RFpZIjsIdXxjqUlFxL9hJoS4pDup83tF0nT/YnJrJRpQR/e2QRNp81wuGf3j4RPadI+CIuEKQFSahTe59a0BXF/jdVc9bx8fxkpe9LBbjcTz0zGfGr33wB8czX/GKuHXnTqrAC5lS42o6jS5Vaa6clnOi85OC4/m6GsS4QSow7pAyFSBDplQznZJyVXoGMwXaVWo+iyU1opLpiortQbvvdk8E0/tbZvN1PtNin/b8aB/cHzF0Q9fSRkdcFRIIF4cU2kEBSOtbmJ7sZKZ6ZnaKx09PT2M2m3X2kSEIKoPWDKn++pv5Yw4idK1IqGw6y8Byqr6+I1W2KJE7QXF3Eqav8+krOfiQn6WPjohOVefsMsvss8xsE/oi5xy6rz4zW8l0xf3AVoSaBsFDBARXLUpp8DdXKjjNQ7Va3z2GLlt0mBkAHz3T4HqIhJNUlcGnm6jaclpN+f5Pv/zL8Wdf97r45Wc8I370hS+M6XQaL3/3d4+Dg4PYh3H1NJqm6SnirgKx/Gy3rB1llDk4ofqdEWHmw+lTzQ6wvb1cTmDZVq5UZ2AbMr3sPM+HhjLbWSBz8KpvRUXF5nBb7n2IBFgDeF3n332myYmep8n/M4FG+TINjzFmGUiOOStHIk3/s6o8pbJH9F8zThslf8rt3OgLXPFVGtrKjyo2hSmRV28TElT9HY1GMZ1OO4WaAhbvn+ol0uv5EbKvGojIF9FXsv1dnHNfl/k3tr3aapWwU4Luc/UFFbtia4Xa1dxs2odw8qnOkynTEX1Fmp2ai0U0BaSpKH53tdpJJBescaqOi/i037TUXRJqhU64QVR4gRzMN33Hd8QYSsgHvfrV8UGvfnUs9/biG7/2azslQPnrWk0xqmwqO189zn2oszakY+HOHtkiFh90lNJSnlxBLXJNg5rd60yBzpQnhys7pY8rPq7Ulwi16pM9txUVFWXIbrHvZyIJCamukUKcKaoUPJhXCczfiR8H2RFxZQZRH9+OjnZc9kF+xkmcyqD6USzIyDvbTv5FPoc+huWgukxFWD4nIrr3GERcqrTyVUxbhNFfDhZx6VcFnUubz8WePjMgu85ZUU97OBzG8fFxDAaD3uvZnVTTz8nX8Z5lghsJddu2VwYB2X2gP2AaFRW7YOeQj1XTZgIfTI5MSyt2+TDTSJOsZSp19vERLssRET310hf0ZduuqdO6ocgIXkTEP/z4j49PesUr4pm///sxXi5jMRrFf3360+OXPv7je6SWTsQNiy8m9EGHt1umUns76no6Gw5uqDi52iPjmu04kjlUV6KZfqayr0JpWs6VIG/P0kwK282fkYqKivVwdbqk1vrMFdVWEiBfxOjf9b/7ECdZvI5lVFlcaWb/ZzlIsCTuKD/Pe5WolNWFfoezaB6C4Aq1+1QulOfvbHMJJyTrmW9Umzh55UDF/Ryv4/3kbxHRe3uk3hzJOpTK4u3nz5tzAS8jrynB61tRsSt2CvnwabqI/sb4fECzczNy5GrGKrK2afmY9rrrXG2mgu0Kq75zVO6G/Pa1azEbjWJvuYzTvb3YWy5jPh7H4fXrMbCwBK1yloKi/7OdTKQguFNgnWn8OSDIlJNspsDP51++qZGKtyvUyscXC7K9VVaW3achdb5/skFPpmZ7GiyrO4KKiorN4aqi231XMPW7jpNAs79TWWQIRDYwpg0sDd5dhZTN9pkt2odV+bid0e9OdgUPXfB2cXLIMotQq60UjuF2lXHcbCfOdLIcmaghX5PVnb7ZbbP7Fc6QktRytvPatWud75OCrvLqOs9fbam0OAO9bj2W3+OMW5T4Q0XFpthZoeYDSiWC4RGuHsoYlGKcnFCTWJfKUFKIHW5g3fhxqzwt6GNICxUQdm4aIH2Xcbs5m8XPv9/7xSs/4APig371V+OB27d72yNpND+bzeL09DSGw2HM5/Ne/SOitwhzMplE27YdaeYUndKkQ6IRoRMReVcoSGbcs/hi7qTiMYsZoZYjdXJNI8Z76kaeirN/z7aVWkWyXY2nMa6EuqJiO9COZ4Nv2km+5rtESHUu7b7PGgpuk3UtIX9EmzOZTCLiwv7NZrOejV9FqJUPbY/7G/o/to+EB6+zbKOvRSG55Iu5zs7OusWQCucg0VYIDu+LwirkL3Qf3G67L1B6KidnKFm/jAtoASXD77gpwP7+fhdPfXx8HEdHR12biFz7c0QBiSKTv/CMgwaGtag+Ppghv1g1m1lRsQl2evX4qgdPHcnhJHaViuydadupmG06BQmdk7FNRqxUX0gGm6aJb3re82IymcT+/n784POeFwcHB3FgRFGGUcdkEKn4CzJ4Op+hGz6iZ5lKai3VXhp8r5/y8kFFNm3o1zEfd7qlAY6TbC93Vgc/x59RKt+Z86qoqNgebi9IFtnfM7/gg+vM1qzro+t8hB/L1OxVvsjzyWYEvfyla0u/eT1YLvqEVWr9Kj9FFdvL7YotFXL/XX8521Cqk4fTlAZYDENRPbxtvH2cDPM783b1mUq8p53lX1GxLXYi1BFX9wR2sANu+pB6p1M+/J3KZZZuyShlIQdUN6UEaArKFWqqvHwTITuwt4/I6snJSU+pHQwGvd0ytGc2v0sNEIHVd9Vxb2+vt+9pptz6PeJbvfTR4g+2daYOZO3shDojwplilRlsJ8de9nWhHTzu4SDZ9GtdgFJRsTu8rzpoOziTVQpp8EGuz5bR/tFmOWki0VsniOhahutl9k75c8aOL1/hLkyqr8ivykky57OuEkn8Wi0o1GI+tpvS4gypFGqqy7w/bXu5kFTX+zneLjrOhaT0QxxAcXDEOHTdf+XNNDyuOyPMbHuCz1a2C0tGpt1fqAyVSFfcD+xEqPUwerxTNqLk75sYN0+nlH+mUJaUCnV0NyAiXr7iejab9Yi256mQEI20M/Kv6zS1GBG9eLHpdNpNjXF3EhJthVbouwYUIsKTyaQzxE76qUro//l8Hqenp1eMOR0B29/bLHN6vsDSnSwHSJnC7N9Z/k0/2bWMh1c5SKaz7f4qKiq2g+yow+Nbs4XM6qckRLxGoQ60NSJYXCSXkSWWz4l2RL5mR+V28to0lzsaRUSPJPOFXx6jm5XJiafqo/893EV+hGViHZxQR0Rv9w8SVq7X4Yu4sjahT2M5fN0M6+jhMPRh3AVLAwTdU26/x3uicxgyw8ELhSbu1pRxj6ycKqMGR6v4SUXFJrgnhdr/dyJbCv9YhZLaG5ET7UzhdFKXKSklcpa9tEXnu1rq5eH/Hr8XcRnHpdE6HYiMGwcqnKKT4/G4uSyWj4Sa5WV9ZHR8xO4E2Nsvi3/MnNgmWDd7sYp8lwxg6TkoDbYqKir++8AJLL+vsp0+oM8+8hMUdUqEaJXf8LyocnIG0hVz2slMgGD4nxNtpkXbVCqrQ2JOyZ6VSHIJJTtcKlMpLbaZ+xkfYGTlc+Xe1Wr6n1XPxiZtyMHSOj9UUbEpdlqUGNFfkOAxwPrd9xvlbyVVMAsjcePDBXU+zeOEtdTJqErPZrM4OTmJ5XIZJycnnUKt31U3Ek/W10fDXnbmGXFJVjUFtlwuuy2FNOJm23FUrvYZDAbdPstsXye2HCjoDZBU1kny3SBKzeA9mE6nsVgsYjAYdAsU3Rhm5NefA5Z1lZrATxbK4feHgyLBVTLmVQl2RcX2kLLKxcC0t3yDbdtezupFXC7e5r7JnKWjTfet65S3QNWyVE6lIZXUwxFUBidzDMWjik2yyJ01PLxM6apsXDTIEJhMJVX91Y5UdeU73KZ5WI2uH4/HXTusIq1ebraxv3rcr8lsPX/XM9G27RVFXgstfaZAZVXd5feURvauiQwZT3FkPqiiYlvsrFBHXA39UKeIuPp6V3/Y/cHdhJjyHBklEj52Su6mQZB4K1b65OSkI9THx8fd6m+POfY8la8b2mxAoGOailP5GL+lvTpleJQGY8xktJ1QlxQgklDFfstxOXF2JYYqEPPUq2LPz897YSt0eKpziVSXnguC7c5ngmTaz2F9OcBzo0unVkl1RcV2IMElwfStPiUY+EtKqGKKVPmLOJiehylkdiDrxxxMR0QcHx93ZJRiAMsk3zUej2M6nfZ8j+etkIZs8M968K+LFRQz+OIbkUYRam6FKqheTvi5Jmc6nV5pVxc3WD6KVSwf7SsHPLqGgxuG6zANfWf5R6NRtG2+2wkJdcTlrK1vm7dKBc/8CNuCs8mVUFfcC+6JUBM+ve7H/ZhP3/BhJtkhqWR6+q6wB6q6Oicbteqc7BXjTsZcldbfbJqI5Sf5zQxW6Zp15NMVcoaeZCp8pvJ6vkI2eGEbM2xEagOJOPP2EJZSXTf5zmeiZOz8PunYOlTjWVFx/5CRNMLtmttIj8l1NZQ2KQs987LwOp/JJJEm2VuV76qB9yqhIPN93i60e1ksdtaOJf/D69YJWZvYQB9QqI3UPkyD5DtLR3/p33W+K+5MT+d4vfyZW+UjvBzu2yuhrrhX7EyoM4IrOLkRqEpElN/0pNCIbCqKnVsGWaNhTgHpL/NzYqzQkdls1qnSfN14qW4sB49zOzuOoNXRM6ObdW4qAN4GrAONTMlQcoDA9Hj/2N5Z+0phioiYz+ddO8/n8y5URcq6T4+yrrzvmRHzvaT1nbHi2X7TrlZ7W1Bd8fpVVFRsD7dDTlB1jvdnD2+IiC4sQYvT+Ipwnav0IvqzixE5mWWIhFTkiOjCH0ajUUyn0yvqpmbglM4qoSJTNTObzPP5joOIq3s5axaRC/tcOWdeIqQe5kblmDt+sIwcXJTq6QMT2k0uUPRQTQoqystnlPk86J74YsmmuVygqPJIgc8GPj4Yoe+lOKe2WywWnc+fz+dX2rGiYhtsTajXjdazsAeeqwdW8XdUK1zVzEbGTI9ESR2TU44+FSdjzc7ftm3M5/Mubro0EHCSlqkxvFbTiSVDVVLeGdJBJ8V2EOFmev6//vKTEUmSVG9btd98Po/5fN6pCCLNjP3WZv3ZVOqqdvJ68x6QLGe/8b6SaPMeuXPns+b3sqKiYnM4ccnCqkRkSoSahGk0GvUWXUdc3UlCBHE+n3d+xLdUEzlj7LDKpGMKhWCYmg/sXRDxj+roAgjTIsGTYEObFnE5W9q2bSwWiysvwKKfY7uUhCuPlXY/zLhvV+F5b1mPTQg11WbWXfkzpp51U/q8Z2w3V63dh7EOJT+tOukYyy1CzftQUbELdlKonag41im7rlxEXHS2jMj6Nfpfx/hSEo/RcoNDpdMVzkwBYN4+aubvrnpmo2e2Azu0K+tuuFxBcQPohnzVfaBx5DFX47293clRTVH5qSyofj5wyMhtaQahVHY31pmT87+l735dRUXF5ljXbzKbndlOt5n+u/dX/cZzvDxul91GryqPkzAfxHObPBLqDJxhE2mTsCMlmselUNMW6hz3JVzb4u2wap99b1ed60KWh+M4YfX2zsIc/R5lZcnIOn1Jlnbm91gvF5kiru5clT2bq8paUbEOOxFq3wifhCt7YPmAq1OQGKkTZZu3ZzGxJJ8R/S3lfL9TJ2lKjyqBFveJlLODCpxe0zl8nSoXvrjh87pIpfEQCY3SqdhwylN1Vz7ay1plydQcqs/8S0Mv9Zlg3dk+up7tPRqNYrlcdguLptNpt4CGRipbpU9kL54hfBDm9dSzQEfk56kNI+LKLElFRcXmKA1g3e6w7/Nan01kqJz7D4ohEdGzvYzHpfLJPfYjLhfAyV66nSeBi4huZ6SI6BFd2piSokkxQmT5+Pg47ty504UayO5yPQ/3tWbYR0ml1W8KmxkMLhYiTiaTnp8p3TPWX+dzdtQFEw9D9JlUDjxK7UrbzHvIe+lkmv6c95fPjLiIfBufOZ8Z4YvZ/KVB1R9U7IqdFWpurE9im4FENqK/GEWGVcf8ukx59NXALEM2QvZtlTKjqBhhfyMW6+wjaTkDbgfEcus6GhKVlWSYxomOQoaM7eCb2fO7T7+prZyAevgE28IVoIj+Ak5do/s1HA47pZoDmmwa0gc7zIdOk8iUaJafzwXPzbbTy55BT6uiomIzZESawgkJC0WYbLqfIWY6loW2eaicCJUPwHWc58p+6limpPIvCfNisYjFYnHFltB2ZHaE27NqS1aFrChshfZVu03RNmeCiddhMpnE/v5+F36n31medWXNCDUJu/wdBR+WhW98pH9wtdifG95/V5tLCjXLRnEtIoqijMpC4UZ14qCiEuqKXbEzoc4efKmWEVfVUBI1EjJBWxkRNKA+onZVIuIyNsxJrKsITnAjomdouUUP0+PomCNjr0s21aSyMg+pJSSaHK1n03ZOqF3dKd0f1lfklwbF75XfP6q+dJY6T2+AHI1G3eAkmz7j/fd7UQq7cUKdHWMZvex8TjglSEJdUVGxOZys8LjAvkYiR7h94qC9lAcJFO2ziykk9/rflVWvSzbApopMG8hrszLLnkmJJonW4kcSPIYeelrcBtbD6GTDRcrpT2hTPWzPxRPaZqr4VJxZ19PT055K7CJSpjZnvsnJNJ8F+him6WnxeRoO+2/Z9DT9mXIOUwl1xa7YilDzgWNn07SYP6huIHkODZ3ip51Qlzbsz6aUOEJ1QuWrxmVoZBxETiOit+cl1V2VmcRXpJjGxEfjmaEYDAZxcHAQ+/v73RSdq+Iip048ObXH75wWZFtztK5jMuBsPxkhhXbQsXAfWe6Tenp62rWDpiu1Sb+/pIEqR2ZAdV8Zx8c6uLORmu0KD52d/md9ZKDVXlokVEl1RcV24MuzIvqqJ0nvpsKI+rE+OsevoxjhM1j6XWkKssuaFXTfJB/B8DbaEx1nOQldq3LQNolEz+fzODk56eysdiqR7VI+vqPRKsgnKSRlOBzGyclJZ39Ho1HvVelSkHktFWnZaIZ5MGyEM6gqOwUe2laHD1IiorcQ0Z8X+Siq3HzFuIf7qE7j8fhKXhTW/DmlwEMeUVGxLXZSqEmIsqmzErGO6I+uST59espH/dmoliNzDwHxkfTZ2VlvlTHLRUL9wMlJfNoP/3B818d+bDw2nV4ZXUdER3SVf2nKUaBxkcEZj8cdkdaWc2w7b1saEeXPkA8aMZaH7UFoH2kZRlcCaNSc0HqIhwwbd3BRuzK2TeUpqemuHrAc/nGH6GpzScF2El8KU6qoqFgPKppuZ9weR/RnyUhiRCBpb/SbX0dCzdhq9ymeJ8MVKDTQztHWUTnW9mpt23ZvnKUtkZ/x9JbLZRfmQXLNEBLWgWQ9a7eIS5vlIYj+iYieb1Fd3IeSpDLGnG2swRNtPgUcJ//uM2mLlTfJd+b/SXSFjHu42u4zrrxHpQEKFf2qUFfsip22zfMPOwfP0QPvRCfiMpxC12SjcRIhps3Opr9cmOhESwqArs9GoSrz83/pl+Ld//AP43m/8AvxA897XvcbY8u4mIYqctap2U5UxKUcuIpAo+PG0g2dDBENF//SGPOv2luORaTaibKm9OQo9BsNDtVqtbdi6dg+DKmh8Vw1EPNnwFVqJ9irPkwvG+CtU4IqKiouQTul/x2Z2OL/e+ge/QjTdQLuPohpkaATbju4hR1VYe7EIdvH9xPQx7CcPtBXOaSMch1K5utUdn9jJP0n7RXrz3LRX4i0s/6uINPHMFSCsw/0J8qfu4/MZrMr/p/fKYzR/lN0oV3mcX92MgGPba7fs3U0rC+fX3/GKip2wdYhHySWVGjVaUTOOB3DGGYfdUf045eVD8/NOgOJra5VJ3ejp/wHg0GnLHAk3zRNfN03fVOMYIA/+DWviQ9+zWvidDiMf/R//B+9V7/6FJl3QiooDpVjf3+/2wd1f3+/m6bKjK1It7d3ZrhYvizviAvDqpco+HSnNrfnlORsNuupQb4KXcf0fIhMa69Xquleh3XwQYD2aXWCzdAOXpu1qRtfV0cqKirWI1PzaNMzO0Wo/9Fm0z7QxpBoZoscI6ITJVQ2retw0tk0Te/lMLQR2n1Dtsb3jdY5Tp5ZFvoD2UZukVdSntUm8p3yLSqLq+Zet8VicYUEZwRddpo+muKX2kc2Xb6CIo7Slb+/c+dOF2pycHDQhXE4SdW91DG90EfPAYm278ji4hJ5ggYrEqdE0PlsSfnXblTyeWx7tU9FxS64J4WaxDaiTzQFj9UtGRMS5Ox8HpcRE3GTIWOndNXBt9FhDHhExFd++qfHC3/2Z+P9fuu3YrxcxmJvL37zaU+LH33e8zqCzI6tembEkOpzpkTIWMggMUbNDXREfyFiKU/eH//rKhJVYg6CaIR0vkJlZIzcOPqAp20vdyJh2b0sGUpTx0Ip9KM0EGGdhWu3b8eLvvu74/s/8RPj5NatHgGvqKjYHK7w6ZiQkWnaDx7nTCTJHc/NFFD/nTaMO054ealEs9yZQp2FmNG3ODJSzet94E/4InP6KcUrO5n2NuRx2u6sLf0+MF2KT/Q58gkMzdHx8/PzmEwmV3y7589y+P3WcYYTZf5MUHu6Ck6C7n5gnf+sqNgFWxPqLOxBnZOxUKtIUWZUvDM4ueNxkWNOUUVcLpLxESnLw9AQxV4PBoN4dH8/ZqNR7C2Xcbq3F3tnZ7GYTOL45s0Y3h2N8w2AHP07iRUBZ90IDgxkSFaFHtBg+OJFkmQvB6/ncaqyJNIqEwceWfw0wztcGdY91HFtrcR6ZS/xUbl80EQD73GOzNun97LP2dlZfMhP/ES86+//fnz4y18eP/pxH1eV6YqKHSG74cQ34lI1pL2UrfM1Jbou++gcEmOSQdlgF2lIsFgu2YmMUKvMPgPmAg23XcvsFMuumTqS0Ij+2xE9fET10oL3s7Oz3mvZfUcNnc86kpx6eIeTUpbV4X7T2z/z8yT2HBT4TLX+0g/qGMvNslJgYxtk4UWsr+fpAxy1G9OtqNgWOynUnM7jFJWMBsmOo0R+lLYTasZUSf3kVE5E9NLTX+5GkU0PsqPLYB8cHsb/9/3fP171rGfFc37lV+Lm4WF3njbLb5rmilrsU0VUZRki4Z2dsXU+9UbQObG96MiocrPdV80AUPmg05LTk3LN+Dquws9WpHOgor96pbDqyUWkrmix3DK0am/mWXJ2Ssed6hd82ZfFCErNsx56KJ710EOx3NuLf/FP/smV57SiomI93EaTOGs6neF1DIWjkOBqJRdWyzaRYDJsiz5BvymkQ35Ddo2EWeVjPr6bh5NohVYwVIAEkHUQ2Z9MJj07GtEn1N6WEow0g0n7qsWMvpaFs47z+byLnV41K+g2VvchU75Vd399OH0Q/bZsfbbOqBTbzPRcICqRaoEL8oVsYMY2Jo9w8aWiYhdsHUPtD6k6DRcz6NwS+NByBEziG9FXs2monVSqs/I3xplpdE0yz/ro3G9+/vO72OYfev7zYzKZxAjGkSQ6U+hJqFkXhn5khoEjehoKEk62A42Y/77NPdT/nF4jsfdBk47rGPP1Ntf9cKdZageWjdeKyOs8kuQs7MNJus77hs/7vHjuD/9wvNdrXxvj09NYjEbxn5/2tPiZF75w5bNaUVGxGq46CrRpJSWWoKCS/UbhxtPZRIWkjcpIlJ/v6jWJZSlkw+2bq6cez8zyk4hqAMEBAe3bqlCIVSJOVlZv/+y80n3LBBG3xxlnoBpcen4ytbmETXiH16f0rFRU7IqdQz4YflGaCnLVkHDySBW2tO2NruPo3OOoPc7NyS2JOAk3FzV4mr5jx8BItjsC7r4hUujt4OWkSs28SoaCgwiSfVf43Ri6qkGFmgqPT3lmzskdlfI5PT3tSLiUHLahk9/MiPkAgsoTFQZXHFxZ0fNz+9q1mI3HlyE9y2XM74b07FVCXVGxFdjnMxtPu+eD8FK4F9Ol7aStz1RNXSd1WeDCM9pbt2W63u0kF6Frn2effWX56AtKxIzxzFSFOVBg2u5bZbO9DalQu91XeWRD3W+pXB7CSELsPoZpqq24AJ38gKE1umeZT8rIcKaYZ/D28MGT2kj3nnHynCn2uPCKim2w8z7UVGhdvYy4qiZ6vDOxTmHkORkxd0LI813N5TGu+NaezNwH1GO6aFyo3jq5pqKrsAmWlyQ04tLIrlIdeL2TeKo3boCoyjMenb8zlo9hFCTVruz4d7+Pqo9e+kP12sNthJLyo7rRmWWDJ7aR8uQ9v3Z4GA8985nxqmc9K571qlfFjcPDjYx1RUVFHyIg+h5xdQaqFA6wCaGmDWHaPtDnegrabi36Pjs7i+Pj425LUIaarVNGXRHXGw8pxuh82v+IS9/hRFL/84Umyot18RAZEl+lxbakHybhpYAkWzwYDLr9qbU39nK57O24wbKLMHs95TtUTr7y3MvrcEKt9DiIytRtXev/+wBJZJ5+h+Go/pIeHauEuuJesBOhFlztLBGTTUaZJaXADTRHmX49DZYby4xgE64kl5RTppnls6p+dDhORGmAqeZk+aisapdVCq8bGoFqUSmEIvt/VVswXy+D37/s/mRTbjKMq8pTuleuqP/bT/iErm3/00d/dAyHw5jG+t1HKioqcmS2UN937VMl8YS/8aPBNIluRrq8jKV0iVW2IRM/aLczH+VEMhNRst+oUDP8g+o4fQLTkaAlUcLFoaxe3l5enkzoKZFgpuHt4fBZWq+PX+9lzT4uaGXnRpQFnYqKTbFzyAdH1nrdNKf6pf76lFXW0Xxk6aol885Ubl3PRR5uLLKO51AdFotFp6KORqPeIjwZM381LlVXLkqUAuBgmIcWcyrMhFvOeV1Lo3fmzzbmiDtrG6q+jL3j63D1ZjAu4PB76e3M9JSPDCC/85psGtafl2zal05VbURlnWTcn98Ska+oqFiNElGhTaLaSeWU10TkA/xssK6/JN2ym9z9QmmJTHJGUfDFjG6DaA+l6rpIoHqQcNJOZqTa7TXbwFVg/c93PWREWKEWbdvfWYnlmEwmvZ2q5Mv0xl5X7zmjqUXvvn6Ia4h4rofq8B7zHkolph9V2u7rVj0TqlPbXr4C3u0/y5gNZuhfKip2wdaLEn0krGkmxR1nI1SuvOXUnwyEQOU14moMdfagswMwjpY7VBBZGuzcIpDc7ijiMsZMBFidV79rJxAZP22bJ4LuAwaRdE2X8WUGjPli25fuR0T09snm+ZkCzHg4Gh2+7ICOzbfK8zLwu6tUNG48h46Xsw6uKrvKlA0Q/Lt+55Qf26AUa1hRUbE5SspjxGVYoH53ZZTXebgE06MtzAg1f1OeJIQMM4vo+yL6jWyxIuNrm6aJ6XR6xW7Q57BusnsuEHBQz12ZWE7uFqL2ULkz0UTH6YtFrikWlAQs9x1qd4oUehkKia4PUpSmyLfnz1lYtj2flyy0hOXyOHMXd+TDfHDkokmm8ovcV1Tsint6sQuPrYp7ygzuKrAD8js7brb1Hg0Wy5Z993Izb++EGdnLjIM7kYjoqR867soBDRd3SyEJLZWfebtiwrb0sir9VSEfbniZb3aPSw7P742TWM+vRHZZRq+bIzvXjXBFRcX9gfcp9j23RyIyFFVKNiuzaSVktojHV4XJldJ2+0dBwO0ay8jZVF3DRX8sC+vnvjSz6xxcZO3j57gf0bG2bbvZ5KwNhZJa7j6g5C9KcN/kW97xPPcvfj3PzQh0dk31AxX3G1sr1FpI4QR6MBh0r5rmFE5GakoG0xVTXe/nnp+fdwqwE1Kel8WHMZzCDQOnHZvmYupOe5lGRPfdF5/IMDHkRVNrChVZpYhywYzehsX2YntTuWAd+WrvTO1xA+fTsfzrRjFbYCklgAtBWWbddyk8bhSpEGSDlmzqjc+GD7TcAEdEr2zu+Hyf24qKiu2g/psdXy6XMZvNIiJ6r4POiLETPYZnURHly7JkUznj6WnRdmbb1TnRFQnWtXwBlbawcxEi28mKvkxpedm4+M/3/PfF4yxf27a9fZ0F/u/KN1V+zqzqN7aN7KHCHSOiCxWRgszdT2RLNbOrcBP6YPcvrprzfBeT2H4luD9QuKKT/Uzd5i4kpVCjiopNsTWhdsNEcqJOyE7L/SZLafK7jzBpXDP4qDgb8es8H1XLwGRbuqmjLRaL7rjv7MFy7u3txenpaTctJpLMODwRQie9gtQCTZfJAJDE842NbFNOx2UKh39oxNy48b4wHQ1k6GRUH77khfeOU2gk0TJ4rAMJsBP1iJxQ67hPO/L5Y93kkLI6V1RUbAYfoDqWy2WcnJxERMR0Ou2pmx4vTZGAtoPnUzDgC1kiLm0UB/zs07QNmTLN+GPZJO60EXEZUqfBAndm8jRlsz1PiiJEVn/af/dVToBZD6bZtm3nh9Q+8tUK4dO1vB/erpPJpEemXbhRm/HlYyTU8oMuYKwS2OhHSLqzQZkTam4PKN/uQp23tSvaFRW7YGtCncWgRfT3Q+bDz3M3HWnyISfByqaWPM0S8faO6IsePHZbdRLxYyydKyr+l8bZ1QyOvJmn8snCLmj4WCYaPrU/1QhvH15Tuhceq8j2Zhtmi0Yy9amUF4+V8vPjriCU0lh1/qpnp6KiYjdkqrOHNfA3J21ZX/bzs36c9fuM4JLUlvKhvZUd9AXiTsAjroZUkJiTqPk7EQQOSvi7iCiFEn2UP8vr/oTp+WBG/sjbmYQ4U8g3tflZ22fk2Z8T970819PNjmX5M2/+z9kGfioqdsXWhFrTQE6y9IBqARuNAMmkVFaOwJVexOXuFzpfRJYEzmPTnOjyuNQCKg00Ej5IkAFsmiZms1nvZTMem806DAaXb7aiUs+RvBRTEd9scMKV1uzcVF48Zo+GhUqNx/XRCHFKjMbc68m8NcDxhZh8JbjIPZVhLuKkIXPlgs+Vq9XZFB53WvGpX5VBe69G9Df2V3q6vqKiYjvILmSKpRTdiKvrO2RfXN3l7hgZ+VF/l71xRTVTHGVLFEqnHS2Urv7qO9Mej8ed/aC/of/KbJOn6YOHzG+xfTIy7tdTpOHvagf6C+WjWUwnj2wnni9fNB6PuwX32QyoH/N7xlkHh14I4/6UNjrzSXz+HGxDT48+jHzl7OwsTk5OukX5FRW7YOtFiRwZq+PpYReRjoguVIIPtkCSTbBj62FnJ5fhFkETnFAKTlplUNRJM4OfGXKd46DR8yk5GSDGorFjs7zuVDZRkr3tXTGQ4WQ6rKP+unEs7RSi+yKlQvXktlLZdoklVclJupePTlIOjipLSXkgSMqdbPOaSqgrKrYH+4+HftC+0uY5qVQ6JRWTeXHHJRJZ35rT7Qy3U5U9zuyi0pbtpK1xe8y0VS76Gp5LOOGMuLroj8SYtpftpzZVCAfr4OFytO30C8qfL+ihQKT6l2LgfZaydM+ycApdI1/ZNE1vRywPdyn55wzZoIQx43rrZdu2HccQseaOXBUV22KnbfP0oNIIsBM6URPB87CNzKhmCoN+51Qc8y91ACfBWXoyTjzH1VuOwL2sNIpSnmkMGGfMQYhCQwgni2pzthfViSxkhPdD52bt5KoIj5WUWw4aqGK0bdubziwNlLztVG4qJW4IvZ11jQ/qHG5E+bZFopLpiortsYr4Rqyfoud5WX/3tJ1cujJMscKvl+9xpTyzc+5nWDbaKV3Hbd9K8eRZu7kAous407YqLYoWpd/9f/oy1o3tx/M5g+uDBVemfR9r3R/aXanVHnud+eGs3SLKqvQmJNhFlEqcK+43dnqxS8TVvaUjLka6WsAwn887ZVbTf4PBoFudTeJHQ0lF0okXSSLT4KpmxZxFXB2p6hgXgAwGg54KztG0k2pO9WUdm2qxjAZH4PpNbcLdM2ScNCXpMW+CFAaq7FJpVB+Bxo3hHJkzyRY0uqJ9fn7eUyum02l3T6VyqC19EYoGGp6mq8gyvroPmoLlPuCrYjP53GhRqfLjyxF4fSXVFRX3DvV7VyzV99W3M0KpvprFOA8Gg27XkLOzs5jNZjGfz7t0qVCrb3MBudtZfefOGQIX7ikcoW3b7uVWJZLNkD8n7cqfOz4RHttM0u1Entdyxw2G2fk9UVqqr/KM6O/B7YSTKrLCMtjG3L+a/kzhE3t7e7G/vx97e3vdPTs9Pe3OVf20yLQ0c8j6K3/dVyfwJcFE7eMzJX7uqkFKRcU63NOiRB0TOJJlaIDHEmeggcqUBjfCmprLlBA3WK580AgyVptlkAJMo6LjIvxZpyREwhWH7eWXMeSCD6q93Kw/U4v1152XHBdVj8zRMS2qF5ly7XUiiZcSwRAaV3No2Gn4aQT9Ot4PKh46x19G4M5OU3mqQ6aCVDJdUbEbMjurv9lvbtN9Vo+7M7h9E6lVn9aAneEcnBmUr+JfFwtoP7Ly+taa/LjqTV/nIRxc0Ch7R9tKEk/S53acZVTa3J5V52RhI6ov20J+YT6fF4lk0zTdS13cdlPQ4ctc5BcY/qj7JHGH7eE7MWXPmftmpc82dUHMQV+TCUbVF1TcK3baNs8ffBI3ju51LuNrqVIQpY4UcfX14+wIyq9UXv114klizTdisYP7ym5OEznR9zxZbh/1e9my417XrC6rBiduiElWMxWa5V83SHDFxwc2q653Uu2qAkN6qJxwNkFtINWayoKMtr7zGcqmcUtGvKKiogwRJ6mTbqckUuh7ZlcyEuS2mv3W827btpsF1XW0cS7+6LyS3dN1tBFeNpaBhJlkWr+7r6CfYZq0gdnsJ8/1Qcsqv+kiSWmGkr7Z/VxEXwn39JmGRCfWxwdQ2SwhfZWwiVJcUtVZRsF9OFVu+oyKinvB1oR6Op12xpJqQMTFFJCMrF7yMhwO4+TkpDft5QaND786WmZsqWRwI34ajqzMmUJO4uyvK1UZfUQvIugj3SzPkiIa0Y9FdhXD0/Dwhiwsw40IVRvmQfWC6gydQbbLiBvXiMvdWDI1X+VkKIfa3MvKnV6kOsjAsa11jMbTdxdguMj5+XkvFIVlc+U7c7wVFRVltG0bs9ks2rbtQtrYx2QfaJtLZDMbVHPGTnZGOD097fIWoY+4GmqnxYcZqctigp1U0ycofb/GF7pTcVc7KH+Vm22g6xguwZAK2m3ZT9lCiQoMAxREGCeTSUwmk979YZvT5o9Goy7kkHZXYX5qe7aT2mU0GsX+/n5Xfgom+s6Bl+wyj9F/r1OLnQTrWt81ShgOh93z4LPhSo9/Kyp2wU4KNYlONtqNiN6ItaSI0kj6lBqP83eBBovbIGUkluXK8tNKbW6xw5Gzq+o0spuOpEuE2dsvU3pXKcmZasL2cSKpMrOOni6VHqata9WW2UAlK2c2G+EqMX/zkB9vdzkY7vbiq9d1Hbf4y2YXsjJUVFSshg96faaOZIWkSdfqL21pxFUhQel6/ywJG1SOlZYPxN1m035x8XxJLCF0fqb+0pZJqHEblbWZfKaHhmwyuyubrrb1tTNsd09bISSypQyzk8131V7XM+TP28B9hxNu+u0SqS4p8fIFzNdVa9aR4g0Hbry2omJXbEWoNeLN3rKk39XxOKothSiURon+3Y/RGJA4lWLlMiNKAyflIDNWJMNO0vS7t5Haxa9xFdVXnpPAS3lgnQSN7t34Zx+BAx1XlWnoXcUQnJSvGgxl+bPcJWhwwzSzMjghd6PsCyNLpJ7Kd0VFxeYgCYu4KnhkxJK2Uf2ONpc2Ttf4Ymf9pnSGw2GnkJdEF8+D5FDp0cZ7HoyP9gG/ysC/3CObQg3tLIUbJ9okey6w+Ews7VzmM0sEmDMAspsk3iTRfi7TUJstl8tuoSjvJYUvPiu8x/JhvgjfuYXXJfNV5CXuP6i8+0f+0Ad/FRXbYGtCfXBwEPP5PN0aTSogSZsMnqbyafjYoVyJjLgkmKtGp5mx5jSWpnpoRHWdQgJOTk7i+Pj4ioFUnRT75iNwV2eVPmOvWQ+RZIaqsPxUW/W/DFG2KIRE2xebUD1WOjTiSpfbPnFPVd4HGteS4XZiq3Jp2tedkBtOH1wRuidOlDlDovZkPnJUJUIdcWnwqzJRUbEdMkLtpEu/ZaKJdr1wm01bQhufCR7aSYJ5cV9hP1ehIGdnZ90iR4aOeT4ikgqbkF1xn0V/wDIo9MXrwAGCruc5JJe05y7CZOtF6Ht8YXbEhT2fTCbdDDIXEXr4H1VxlY9vAha0C4ryka/k+yikYrft5QJTpcH83F5TIMtEGbarCz0eFiI/p3ui76oX26miYlvs9GIXxkFnBiWiH6uWPaAkzSUynUHk06eDMpWDhp1qrq6ResAPOxWJLzuz7x+9DqybOwvWS+VXngzbkALvRoMGiL9nZSQBFfkk0ScxdbU5C23xemVGnc8Iy82yML3Sffc89RywjPo9U6bWlbuiomI7lNTpDG4bKKZkaqwPsEnImU62GDAirsyiurKabRWXlZXXiFy6XxDo61g/km+m6z5P9aQN1jH6VZ+p8zS8Hj6bTBVafsDTloijumYhhEwzU+yZP0Wmks3PbDmv4aCnVFcvF9PxazOf5c9hRcU22DqGmmqCE7+I/s4PGgFLGaBa6CN2n/LKRtvsrBH9xWVKl6RZ1xBKXwqG3o6k/UHbtu2mfVy9Vd5cbOMGIuKqYcjKQUPm2whR4afD8R1NvF343dvajYeru5wpcIOm0B1vR943H0wpfbaJrstUCA5wlIY/KzonCztxJ5MZ2GwQtmoWpKKiIscm5MPJpfdJn0mjAuwKaNu2vfcTcItOgXZMdl1qrPZMlu13cYH5CAw54RZ6tImso5Rgxndr/+xMQGA7KV35Svo4+ZwsrjoTZZgHbbra2O2mL6rUdw/BcALPGUBeny3O1PmeP22+1me5/9F9zjiBfnORSdczPc5sZgOp0ixIRcWm2FqhZucZjUY9IupTUTrOLfTYWbiPMWPlnNgJDBtRGuognJrycBSmQ9VgPp93047z+Tza9mLFuvLS+Rqty3jI4KnjsbPrWhlAGmFOa/JlJVT8OZr3HUzofLx+Wby6GxonuVSKqNz4IIakmeky9k/nso4OJ8J0JCqHpoBl0LMBAePyVsEdR2lmoxrQiort4YTU1T6Bg3UnRVlomkIquNCNIRoUPRiKxsXl8/k8ZrNZjMfjuHbtWhcWIhtD203yKsjOkCTzzYGuGGunKIk0ItWLxSKOj4+7kEGSV4/blh2Xr5SNdVuu/10gYdmz++EkmX6Loo3OlUKte0U/Rnuta/0lLx6ix72oladCLiKurrvic5L5IH13X8t28F2jSKj5HLO9qz+o2BVbE+qIPIbYDSkfeCcz/tBnBoC/r1J6M4OyCp4XO5qnR8NB4uck0Ou1qk6eD0kzSTS/q94cOPgoPlNtN2kHL6M7yYx0Z/fJVYNVyhXzZZt623DA5OXMHEjpO+tC9YJtWlFRsR0ye56B/dvVQbc1fg3BEBCfHcxsBm01SaGX2W26f3ie19/LoDIy/5Iv8Hp7el6vrL0ym5m1i98HR2b3/aN2d7/H8yn8eLuX2tTbh/7MxSod8//dR2fIyLT/Xsl0xb1ga0Kth5Zv94u4SuQ4Ih6Pxz3ll6RQndJjmUV0OFJlGZz4Mh5P6VHhZEdip8lG4KV6Z+TeBxQkaCqDQCPE85yw+gtLuBCF16mNdT+y/aR9yyTl41NkrL+TdVe9XS1RPlrsQ8fn7c228LblFCIXGap99Gz4yxH8PmVO1xUXlj97HXBFRcVq0G56jK0TKfU37vnvC6yzvy5ecMaQIkREf8qexE7Ko8daU4TQd9+VQwoxld2MLGuWk6GEfCeDD+6pxqossttSd6WQDwaX29nR5rMc5+fnMZ/PIyJiOp127cNyeLik7xDlixLZRrqO/luviqfPyXyF2pX3kCKWi25Knx/BQ1D43JEH+P11v+HPVA33qLgf2IpQ8yFlCEREXHkw2cloPBgvzM7BLey46lYdWx1encgVXm6JQxXViTTVTsHjk504My0n+DyPaZO4klQrLZJS5SvyzHPatv8KXDoaOg0RRifRq+LgeMzvjbeP/tLYqv4eEuMr2JmOE+nMoFGlkDGkUSxNH/M5iohePKLvk6rniM9LRUXFZmCfoziSqZoUG7S9WiZcZDZVoB3Q66wZbhHRj12m7VO+bt9I1mgTGMZIH8f60n54CKFCP0Rk9/f3u+uU32g0islk0iu3CxZKy0MmMyFL+UdE9zIXHaew4/WXGJOJDrp3bmfp1+jLfeEh7wHb0229k3I+K2x31ZmL771sfE782cvEHq9jyXdVVGyCnea6fUTpBpTn6a9vJZdd4wpy9uCXkBFo/83TYRm8LqV6ZL/rtyx0wON212GVsrtJR/e8fEqNxzLF3o+zTV2Z8fJsUk8qRPpbWgVfmlUonZO1hd8zv0c+QKuoqNgMJVuTffwct+1Z2pk9yQbRJXvEmTe3Mz6QJznOlO6sfhHRu56zqzyHhNHr53Vwf8G2Wuc7V4klfrxkN7MyZfcg86HZIKo0SNrkGVhXh02uI7EuXb9r+hUVjp1CPiKiN0Lmd3Z+TgPxI6Uw2/Io+1A9ENhBpT5oJJ4RPyeESoPKpfLi9Bb3KFW9S+EUVK85mnZ1wJGN6Evn8hpvX9WB94Sj9YzcK0/dP9+vW2noXLWRjmdTdypHVmY6ora9XEjEa1gHd3zuCLytXD1nm/q2Vsq/TvVVVOwO79MlQYK2xW3JKmGDhJgL1kv20UMkGJ6ga3WMoRYR0SnoERHXrl2Lg4ODiOjv5yxwRnWxWMSdO3d6M2Tyddlru1Vn2TrtSEJ/xPqojFKrfVaNdtwXU/IcDjL4XoSSgq16kpjSXjP0069zUq0ycxaairz7eJY7u9/ZLC99vC9EzMBZT3/FfUXFtthpUWJEPwygNDp1Ii0Dw906FCpAwss0SKgJz8uVBZ6vGGSSMhqg0WjU69Rd49wtK+uiepJou5HM4shKxr/kUDIlNXNUPj3H873NslkCXsd25vW+6wqn3HwQRUUoqyfTpirE63WOrxLnc6J74tfRyPJ588GP0lG8YzWkFRW7Y5U6qp0r3N6UVM4sBIv2ppSP0oq4FDI4cBaRHgwGvTf7DQaDbo2PwjVkO65duxYREYeHhx3Rlk0XcVX89PHxcXet8qcoI3vDOkdEj8zprY+uZlM80V+ST1fAFbbihJLCC7er8zakEMWt7fhdftDzpk+g/2S9PBTF77kPtvjXBTGf4eSzonbI7LuOc3eYOltZcS/YmVBn8E7pH5KadUSzlK4jI9s+zePG2JUUKheZ+qnvjEv2QYSr2FSomc4qYu1KakbMvd1Kqs4qpVi/r1PBBTrLVYp/5lRXpUlIHed9cIK/Ctl9yJ7B0qChoqJiO7gC6b9t2nezc1ydXpeXn5uJC9m1OsZYaf7GdRcksKUyUfF2EcYFh1J5lWZJMOH5ItbyH36O/B5FECfrOp+x8Fl7Orn29TlsGxdZVsUt019m94HXsI1L99TzyAZcrE/1AxX3C/eFUGckK+JSyZxMJjGdTqNpmt4CRW7knhkz75iCd+LMCGhVd0R0U3tSQ9mBFCKSqSJSFqgQuDrtey7LsJFIc2/NzACRtHMhHfPmMY3qfdEdj9NAyfD44CYj1asMC1VlfdfCEY3ysxkCGVQaeF/1rfRd4aaC4M+Vh7L4R9O+Uok45exhQRUVFZujbS+m7jn452/Z3wzZjJRsp94RIBvAfu6iiIsmIn6ynT7IHg4vXvhClTKiv0f+ZDKJ69evR9u28fjjj8dsNou2bXshF7TPDM2YTCZdPUTKpV6rnNrtRPaNg33Zr7a9jKv2GUFXavmyG9pbtSFnZKfTafc6daal8vN63gdfbKn9wNV2jCePyF+NznMVnsM2Kj0j/MuBQWlwwudB90nPhmYnWDf6yYqKXbDztnml3/TxuC9tHSRi4yP5iPKbnkg4NymD0qJh9eNMg9ORgiueJMi+4b0r7YqbI9GlyuzQtYyR03En7syPaWf5sI5eHy+LKzp+H9h++p/xx1mMszvSbOagdA89Zq8Un8l2osKt9uTgJosPr/HTFRXbQ/2y1B8zldjJmwshHCDrfNpvih6ZPaIN0stV3Na5oBARvbAAlnk0GsXBwUFXTxFgklPZbJFMlZ+xziq3r+HQNm6lwb12yMoU42yWlaEb9H06ly8Qi7gM9WC+9C8kx9yFS7HgIuRObEmoPW2WTWq0dmxRGVUff7YypZmDED4HbKfz8/Mrb59UnUSoPf2Kil2wk0LtxMaVQR1TJ2FMGUkhz/OYN6qVOo/5OVyR1XcZBpVb333xQ0aoV4VcKD921IwAe719wQnzduJOYqhjN4+O4pP//b+P7/1rfy2Ob9680ubZveAI3Qm2l8Edn5+3LpxmHVledZ4GWdk5WXo6V9+z++btWVWIior7A1+T4mCfjNg8xCpTYP2TDdoZViC7VPJT7l/oc1zVZnrKJ7MnElKcOLNcnqb8I2fTVNZSyAjFgSwOuUSQ6Y+ye+Pt6IIK24eCWXZ/XbDIxJlsYOXt5n4ru1+Ezi9dmz1/2XNQUbELdtqH2g2Jk86I6BFJhXxEXO6RKSMig8C9NiP6bxDchBBGXBqC09PTLsxCo+XMcCgdGijmQUOkhYsex+zGJSJ6KjNfN+tKiZcjI+NOrv/Kj/94vPsf/mE89+d/Pl72whf20qZq4oMT5rGKULrxd8fjIR8+zecqj2L8eH4pNETpu8qR7SSigZLH5bNuk8mkc1RU/ZlORUXF9mjbtlN2OTNE28k+5yRNpMdn7DQNT6LOtJQPlcwMSof5uX1gXZTfeDyOyWTSm2WMuFw4yHNpd4bDYS8EQjbTyaPCOBQ6ERFdfk7ks5nTvb29mE6nMRwOe6GMJJIqK33JYDDowjxKO4U4dD33g+a1sq8R0c0I0M5LcVZbqb38fQIMM+GzpTowJMS3PozoK/n0A77hgc9O03ev2w2komIT7LxtHr87oWYHiuiHMqhzeCfTOb6FGtWATcqm87mFXtZJSECzOugY46Y9XtBDLhhbXfruiklWJifxERFf9JVfGaO7hi0i4tmveEU8+xWviOXeXvy/vvIrr6j/Pg1HZPmqrXVNpijonMxwZiTZyTsNW3ZfaChJqD2+jQM6z4f3jA6K17ENBoNB5zAqKio2g/q8yEhEvltHdt064uKxr0qbayfoH0rlYz7ZQNpn46gWc82F0llnJ2ivSaRZBtWBb4UdDofdGiOdVwrJYzgJByRsc7aJ0qcPzl7ekiHzWe7vfCGkh1tk4XoUYVh22mi1N/0n01Ub6pivdyK/oLDEe1HKt6JiV2xFqDOV2EeF/O7EM4tpJQEqkU0aTzdYgqvQpc6h63yFcqbccqW2K8BOXlkn/nWSTBKf1dWdkQzR13/u58ZfednL4r1e+9oYn57GYjSK//I+7xM/9TEfs3KwsWow4mo5p8rU3o5SeAc/JcJeyp958V6748zul75ngxUZff+N+ZQcf0VFxWrQznpoQgnuKyKubn+ZkdKIqyEdUsddEFCaJJO0x0K2bacInJRkbaPnJNVFAuZJ0kciLl/Acmd2i4SQaqrSyGb5JMBkebJ8JJkl+y5Baj6f99qZaaieIrW+nZ58Hv2Jiy0SvEiMObDxuGc+C0rDZ04p+GTiH++frq9b5VXcL2ytUPuuFnrwpVaQOCqkQzt7aEpNCxR5nJ094urCFldJM6Otjer1XdfRuCkdLajwBYA0BlSluZeqDxRkKBVe4OSbhsFJZInMuZE9unkzFvv7sbdcxuneXuwtlzGfTLo46hIyMun56EPV2I2fjnHq0xUDqiisYymWUWnqGs5OcLEIy+fxf2prH5Tp/im8iAZU5VK+2dRqRUVFGSRuWpTHsDgnU7R/Tm5dhKGPYRhfNnuViRQ6xtANLhJvmibm83nMZrPewmrZ+YODg47sHR4exunpaSwWiy59lpGL65QHF/FxFwm+EpygykufQts4Ho97i6oZGiNfqrDKtm27PKnIutrLNtR1su3z+TxOTk46/y0FnfdtuVzGyclJj1CrHSjOiLDSJ3MQNJvNrvh/1VnlK4UIKh/tEZ7NDPB/tqnPllZ1uuJesZNCLXAaXrFW6qyZWu0fVyvc+JIACatIqH5XJ1anYUdeNVXIfOkAqHTwGBVoqqGuvpPs0Xi54kqSmuH64WG86tnPjlc961nxjIceihuHh8V2YLolVd9/L6m4/J+Gyr+X2nGVauXEOqLvMLLnRNcxtMN/o0LNPFgOV38qKio2B8kLldKsjwneX90GRvSV3iyNkrrqaiyV4MxOaJcHT4PxxVKo/Y2Drrq6kEIC6GEPEg9cPCr5QZWJiq7noXMiIvU37ovVhu5r6T9FypW3K9xqP13HmQr6yoj+9nlsQ6XjM7nut1aRaaVf8ld+jG3LdqyouFfc1xe7eOdVp6ISrRguxThnHd+38yEJVmf3PDk9pmuoEniHHg6H3TEaGKodbojX1T0jdSR+boj9eq+vk8cf/NRP7Tr/j7zzO1+o5lBz3BBl04lZPjJKrk67Q/NRfhb6QeeQ3UO2bVZfN6RO2JkODbyvNnfD7Co589zk/lZUVFyCgkI2aC4RQwdDG5zYuHqodNjXqeS6yuj9mmott4PL1HKpxv4iE6Wb2S8ufvYFd2wHEuBMdPHyU7DRYj2WST6T+WTqttJmm/tgRWRfgwiGUqjduIVetmCcISn+LLCNM8GFWx36oIk+Rf/74nuGfDBskO9J0HcNGNy3VXJdsSu2JtT+UOuY/lIZUCfnCH88Hl/Z3cMXB+p/dkrBCRaNNKfOuHBuPp93e2cyj8Vi0SOfnGrLFBSipPa6gdSUo5ApMplq7iSVCoGIfynUgW2Y/UbHRcPj+Wb/81wn1DqfzwgNHOtNJ1pSf1g+PQuaTuSMAB2ZK0Ek3Hou+Leq0xUVuyGbcRTYj0lWXVSQPfJr9Je7QVCcoPKZvSTKB8r0C0pXoRyy0aqHfNJ8Po/FYtEpwlSAZb9oRxgWqOPZftQ6X68Z9/U8Kj93ihqPxx2hPjk5icViEZPJJA4ODrq0GL4o+8twFwoLmSrL9lssFt0uIpzhFaGXTaa6TBur8A+KOCLrJMKcQaDP8FlsDgB4f3lvVSaWkTHeSlt7aXs5eT8rKnbBfVGoXd0jGVVHcsPrsdjZtRH53pbqGJkaKmPBDsIV1TyuzuSKa6lMjk1GsqvUYn6Xccnq5mWgo1qXblaHjLDqO+vk372+JfXZVY8Mpd/9OPPwwUimdERcqhyZAlJ65ioqKu4PMrFjm+vYX101JMHy3+kDMpudqd+ZOOT5l5RWh/ya7Hem4LNtaMN8wO/psi3l0/RCFC68diHEQylYf7ahtw/DVPiXJJXhHsqj1J5ZfeiTs2u9TKU29zai4MP7rO8+CGNeVZ2uuBfspFBHXH1DlZMrX7xG5VQKNbfx4VZAIpbrjJf+ZsTJVQtOJanzkmjTMFH9oPKp/DyOmx1WUD7eYUuEjoqtjI3y8MHHpgTQCbGP6Evn6n9XpbN7TUe3STkIJ/abIBuc+cfDPxjbp0/2lrCKiordkA1s3U76jJRsktvUUr+kyOC2QyKJ7LmrzhRSKFrQJ+k8hQJ47DNnUnU9Z8zOzy9eJ940F6/lVrssFosrg3ySaNUhom/rWc/ZbBYR0S2+k2p9cHDQ+U2qrrqehFr1Z966Tn6XC/H1avbBYNDlK3VXdeNaoSx0h88E21L2l6o+Q1koGrkgktlr5a12IammYEVC7VwjCzOpqNgG9xTywSmaiL4h1NQLf1fH437U/nHDs2mZ3HBHXE7rMX6KU3Knp6c9cqZFlZxqk6HXDiI0nuzcJJ3KW+exDTKVVenSCDB8pdQefmwdQWWZee8yZd7PoSPKFKFS/v6X57Htsjp4edQWvuWUOyqWydUlGnOpLdWIVlRsD7dPGamO6Pdv9TnaIRI8FwGYFv8vEXXZXe3yQYEk4jKExLey4y4aPEf2ToILibvy0PogCUiTySRu3LjRkc2Tk5PO19Dma8cPEkm+aVGf09PTOD4+7sqj+u3v78f169djNBrF0dFR3Llz58ruSBosRPRfvkI1VyGRCkGJiCvlOz4+7kQozexOp9MrceBUhX3RuO4V74lCUiL6IZ5ZCIz+Zn7Pz1c6DBcSqediVE9vU85RUZFh5wBSVxGclDn5iihP01NVzIyzkBHKiHxrOCeErnhQgSDh9qnArI4lRTMbWGxD1tYR5nUolYtl3kWNXdWOXtZtylsi4OsUbX8mtlXHMwWooqJiN6yz00SmPnsfZZjFqjw9Tf/dfcgq5ZukLAsV4HkUUnQd1dmIS6LObfBW2XcXHNye0l+5ys0ZVarAmX3zNqCo4sKGK9nctztrE8eq2UufYcyuU76OVcIR26Y0i5kN/Cqhrrgf2PrV41yo4CQti1fS71QHuSe1FOTxeNyNJvnKVyoX2XRfZjR5fmasNVLl6HWxWHTquZRpGlmFg+g6j5WTMpJNWWlBpIyufi+VPSN8Hjqi3/lCGxn60tQVtxJkWhnpJIEuOTjm6wtLeFzlzxaReFqertowInozBJrh8Glid3rMS8f0HKo9dhlkVFRUXIXbZv7V99L6Bs7QsT/LrlKh1Syi/JHsHne08D6vv9m6E6qmUtAZa0sboeudKPuM12BwsVBRrySnMh7RXyAt+5j5LdU54up+yvS5up6L1c/Ozro9tNkOXHQY0X/5GsM+dB1fB897w11NpIyzndWmtMey30qfsdh+ru6j4EKX2s3jp5UOZyNZLvENz7ui4l6wM6Fmp9Zfxm8xVo7Q9JoItVYr61jbXmwqr07lL2ghqGazjPqb5c9O69e4UVHsmMdZiUyrI3NBicdWs5w0dCS22ajYSWrW4alWeDo+BSYDxFXNrLsjU6Td0LtT5IBC56kObBuvDxUfQW2lMqutNeDRPdK1nMp0J8eYdDoCH+BUVFTsjpLqx99pL90G0+bTvjq5jbjccUO/SYjhy7cyscBFDBJKXeP7PLsddJGFaVF8aJqLGOtr167F2dlZzGaznu+kr6T4pL8k8wypoJjFhfWyc77rkfyp6iiSrWtpT9mGPlDgYEBtzPhtEXfGoytfkW3VUwsqRezdJ+j/pmk6sYp+om3bLqTUfaV+14BG91TtqbYZDAbdPamiSsX9wFYhHz49lIVH8Fwn3MSqKRiO/N1IR/RVjmzaqKS6siwZUXRFlobP1ZNSWEip/tnHz11V7lXplO5Bqc6lMpTyE0rEfxUZ3eT3VXC13h22DxwytG0bNw4P49O//dvj+uHhRtdUVFSsR6n/UpnMSLb3Z/blki3LRJB152Q2jn7DiVhEefvSDPzd68r8Vg00eMzVVG8bvzYTW1yFz2w+88nKWLou4uruUlSUS23Ev7vC71HpXmd1cp/hC/0roa64H9haoZ7NZr2Hlw+sG68sTIHQCJcL/jhCjrhUujk9zw7iygLz5Ijd6+F7I8tAaF9SdljGx/FYxOW0HUfSNLAK+fB9oT09bydXCDgtmLVxFpPmI3YfiWd5Z8q1Bjk65nl62Xkd74GHfEhd4vW8NyqLpgf1bHAGQelnDoF1+ss/93PxlIcfjr/8sz8b/+EFL+i1cSXYFRXbY91AOdudKBNDIi4VSymdvphM0/Q6RsXT+3FJnSYGg0G3oFAza23bdu9JkG3iwnoXddr28k2KTXOxK8Z0Ou3CO/SbL25s27ZnD+VvIi5DJ7ToUGnN5/MrxFkLELkFLHcvknLsKrb7bw/zaJr+y1moiKt95Lsj+kIbfc75+XmnWqsdBdaFvoXknPc2m232xYylsESSaNads6nMv6JiV2xFqDV9RKgTR1xdob0qLsnVaHVqhYKoE3MnDhkuGmPfZD8jdb5tkMrHld4yYjRSHlJCkscV4cxH7URnwoEAXwRQIoH6nfHeVMYJpeuE3cm0/vpIflUZSuSebcCwjCwmWveO8dsk2q7o0JgqHYZ7+OJVfecghuX/qq/7uhjBGD/nla+M57zylXG6txdf9gVfUGOoKyruA7LZrGyAX5qNVCiX0lkulz1hQwNqgS/sKCm/q8QD7WJBIqttUukvuPWrQFVbIZDj8Tj29/djPB730mOoga51AYDxv3xpy97eXuzv7/e2qvP2ln9kSBvfZ0CRiXaV9pUCBe28bx8YcUH+p9NpL3SHNtvjwP3FKl4OlcFFIH/pioseLPNyuewGHH6f3QdrUEGfuW7wVVGxKbaW5rLwgnud0smUCxJtn6ZxNdZVkFV/M/jUVhbWsi7OygcTu7bP9Tt34lO+5Vvi2p076TWlfHb5rCqbk1MaplUkXOf6Obzez+PvAs9zJbw0nexljYj4x5/xGfGqpz0tFlrEtLcXv/L0p8fX/r2/l5a9oqJiO2xi19wmcBCt30vXZTaH5Mjtg+fH80vlzurgoQ3r6uX1IHF0Qs5zOLBgeT0mm+l4+5XquEm5s3bizHDEpXiyatDCtNf5Z+WRiTrbqMRZeVgH/l1Vbua9Tf4VFcTWIR/+StFNVsdmqmPTXF0M4dNeukbKsdLiQ8/dN9hxGJbAkat3ZJZRI3ruyqE0qMoyJIX148I4tRPVAnZiD98QPuzlL493/YM/iA/9iZ+IH/24j+vOLSmwruSWiDINjRsuvy+EGzoZVq87QUW/FA+oe8JFqll9mKemZ7MBlZddZbh97VqcjEaxd3YWp3t7sXd2FovpNI5v3oyhOY2KiorNoT5I+8p+K1ANdJtHO+izTtwfmjbQwwWm02mPgCot2RUuwOOe/9k2dCqv/NP+/n6nHHNRntuhbMehTCGnUip1eTQadbtOcEG+wiVKL0nTeS76uD3PCKLCWrLwOZVtPp93qv10Or3iz/hRGzTNZWgefSLLGnG5kwr9iddp3WDL29qfD+6qwhAbqe+coc6erYqKbbH1i12444LIoxtU/VXnYAd0I8NwD03zccqNhiqLq8uUbY/l0ncndNmoVUZAU0kR/dXcni6vJTFjvJachhN5xnf/w6/4ihjBYD/roYfiWQ89FKd7e/HVX/ZlReWBCggHE06k9V3IYp9dqchG7RlZLhFqfy6YjtqHO6b4KnLeYxrELE21r/JnPW4cHcUvP+MZ8ZrnPCc+4JWvrAsTKyruEU7UaAcyVTLr+7RdmTopsikbIaGDdke+o23bbscG2QP5lLZtOwJH+8V1Kb7OhiRZRNd9Fwk6Qw8jrr7oy9uFL8pSPVl/kVr6JBJlIlOz6aeYv9rVy+2DAcWAy0cpblp1cxHLRTLGRftAQGmoLD4Ac1HK61zyba5M8yU3ykt5U0jRfSuJXBUVm2JrhdpHwIybKhlYGsD9xx6LF33rt8a/+4RPiKPB1dXCHAW7+kjypfM9Lyq1mYFjvJnvGZ2VXf9n3wkqM5kR4HkCO+83fN7nxXNf9rJ479/8zRidnsbpaBSvfdrT4sc/6qPStlWdeMy37VtVXv/NHeA6sO29PqXrs3bRffU3ZJJMZ8S+lF42RfttL3xhTKfTmEwm8cMf8zEX12xR14qKiqtg3ykN4h0l2+12xAflfGnJqin8LG+3/TzfbY3O1zklhdfzzhRp+piszTIBJGsvX2tSSkODh1Xl5ayfvst3MH2/H1T2WWbWz4UtLobkYIZQub0dXXhyEYuDB+6R7e3jHEDPj2/DWFFxP7C1Qs2RvquW3mk4faPpl+e87GXxZ37v9+LDX/7y+MHnP7+bluNImYv7tP+lRvBuODlKdhKu89iRNM0mwq3y++hZRlwLYzaZEsoU84xAO1Fs2zZuX7sW8/E4hstlnO7txXC5jNl4HHeuXYsm+g7IXwMecbkfqV46I5RG3plDyu4p29rvq37zNve29MGOq+Ak1dzNpRSHF9F/yctyuUxDQJgHod+zsldUVGwGt5ey8/rN7RCvoz2V3VK/V6hH0zS914BrkRzzpoDC9GifdD0FIF0rVZUK7GKx6GyLxzY7PB8f8Gf2X9fIbvniRf2u13K7EsxYZrX3fD7vduDSThx+r1gf7aoiJZxKudqJswBaiKjwmYjoqb+0xwphYZ2apul2aWEIC9Oj76cgpvAMHwiovZfLZU9N5x7lfKmN6smX2rg/ryEfFfeCrRXqbPQuA0ClmiT2/Pw8PuUzPzP20AG7kIbhMP7B53zOFWVSHUqdrG3bXlwWwU7ghJAd099m6IbVp7287qtGs07MMiPsKrYrDQeHh/GKD/iAeOgZz4hnv/rVcf3w8AoZ9dE4p87o2Dgo0d8szMPr6PXRta7o+HWlAZbDB1wRl9tGsW00XesOxNPKZgXcca2aVaioqNgNrjIznnaVrXFlWzaLtsxtvbbTy0iliyzZDCOJNlVU/07ftWpA76AKuup8V8k9FtntvewgZ1ZVVl4nUsn2y+4X1ebRaNSRTPlGhq7QryuUg7s1MWTGw0c89LJkl1lu3XP6ST0DCvfRdap/xGWsNNtedZBvkVjj36tCXXE/sbVCvSu+56u+Kp7zvd8b7/6a13QhDf+/93qv+I9/+S+/tYrwJx7f+0mf1Bmy//hX/+qFcfjjLtSOyBwKB18VFRUVFRUVFW8vaLYhOE3TvCkifn/XzP5sxFMejHinNqJtIpq3RLzpdyP+YNf0KiruI96tbdt3+uMuREXF2wLu1RdUVPwJRvUFFTthK0JdUVFRUVFRUVFRUdFH3SOmoqKioqKioqKi4h5QCXVFRUVFRUVFRUXFPaAS6oqKioqKioqKiop7QCXUFRUVFRUVFRUVFfeASqgrKioqKioqKioq7gGVUFdUVFRUVFRUVFTcAyqhrqioqKioqKioqLgHVEJdUVFRUVFRUVFRcQ+ohLqioqKioqKioqLiHlAJdUVFRUVFRUVFRcU9oBLqioqKioqKioqKintAJdQVFRUVFRUVFRUV94BKqCsqKioqKioqKiruAZVQV1RUVFRUbIimab6oaZpvud/nbpBW2zTNexR+++GmaT7tfuRTUVGxGyqh3gBN0/xe0zSLpmmeZMdffdfIvfvd//9M0zT/rmmaNzdN83jTNL/eNM1L7v727nfPPbTPJ21Yhq9pmua/Nk1zp2ma1zZN86krzn3npml+qGma/8by4fd/2jTNw03T3G6a5vebpvmiLZukoqKi4m0eTdO8pGmaX2ua5rhpmtc3TfONTdM8sOqatm2/qm3bv7VJ+tucey9o2/YFbdt++3/vfCoqKsqohHpz/G5E/K/6p2ma94uIAzvnOyPi4Yh4t4h4YkR8SkS8wc55oG3b6/h8z4b5H0XEx0bErYj4tIj4F03TfEjh3POIeFlE/C+F3//fEfHebdvejIgPiYgXN03z1zYsR0VFRcXbPJqm+d8j4qsj4gviwq5+UFzY7h9rmmZcuGbvrVfCioqKtyVUQr05vjMiqAp/WkR8h53z7Ij4trZtj9q2XbZt++q2bX/4fmTetu2XtW372rZtz9u2/aWI+NmI+ODCuW9o2/ZfRcRDhd//c9u2Rzh0HhHpVGJFRUXF2xuaprkZEV8REZ/Ttu3L2rY9bdv29yLiEyPi3SPib9w978ubpvm+pmm+q2ma2xHxkrvHvgtpferdmb5Hmqb5krszmn8F13/X3e+apfy0pmn+4O5M5hcjnec0TfMLTdM81jTNHzVN8/UlYp/U56eapvlbd7+/pGman2+a5uvupvU7TdN8yN3jDzdN80aGhzRN89F3Z1tv3/39yy3tVfUbNE3zhU3T/Pbd37+3aZoHt74hFRVvB6iEenP8YkTcbJrmaU3TDCPikyPiu5JzvqFpmk9umuYp2yTeNM1fb5rmVzc8dz8uyPtvbJOHpfGFTdMcRsQfRsS1iHjprmlVVFRUvI3hQyJiGhHfz4Nt2x5GxH+KiOfh8Isi4vsi4oGI+L94ftM07xMR/yoiXhwR7xwXSvf/sCbvD4uI94qI50bElzZN87S7x88i4nMj4klxIZY8NyI+e7tqdfjAiPjVuJgpfWlEfHdc+Iz3iIvBwtc3TXP97rlHcSEWPRARHx0Rn9U0zcdtWL/PiYiPi4iPiIh3iYhHI+IbdixzRcXbNCqh3g5SqZ8XEb8ZEa+z3z8hLpTjL4mI322a5jVN0zzbznnzXdVAn6dFRLRt+9K2bd9/w3J8U0T8SkT8yK4Vadv2n0TEjYh4ZlzU6/Fd06qoqKh4G8OTIuLNbdsuk9/+6O7vwi+0bfuDd2cHT+zcj4+I/9C27c+1bbuIiC+NiHZN3l/Rtu1J27a/Ehd2/C9ERLRt+8q2bX/x7uzm70XEN8cFUd0Fv9u27be2bXsWEd8TEe8aEf+obdt527Y/GhGLuDsr2bbtT7Vt+2t36/erEfFvke+6+v2diPjitm3/sG3beUR8eUR8fA2NqXhHRCXU2+E7I+KvR8RL4mq4R7Rt+2jbtl/Ytu37RsSfiojXRMQPNk3T4LQntW37AD6/uU0Bmqb5ZxHx9Ij4xLZt1xnulWgv8OqIOImL6c+KioqKdwS8OSKeVCB+73z3d+HhFem8C39v2/Y4Ih5Zk/fr8f04Iq5HRDRN855N0/zfdxdH3o6Ir4o+sd8GXLtzcrdsfkz5fmDTNC9vmuZNTdM8HhckWfmuq9+7RcQPSCCKC6HpLC78X0XFOxQqod4Cbdv+flwsTvyrYVOFyblvjoiviQuDdF9iypqm+YqIeEFEPL9t29v3I8272IuIP38f06uoqKj4k4xfiIh5RPQWY98Ng3hBRPwEDq8SLv4oIv4Mrt+PizCLXfCNEfHaiHjq3QXjXxQRzepL7gteGhE/FBHv2rbtrbiYAVW+6+r3cES8wESiadu2PntbUfF2j0qot8dnRMRH2qK+iIhomuarm6Z5etM0e03T3IiIz4qI32rbdp1isRZN0/wfcaGO/5VN0muaZhoRk7v/Tu7+r0Ukn9k0zROaCzwnIv5u9B1IRUVFxdst2rZ9PC5m5f5l0zQf1TTNqLnYXvR742JdyXdumNT3RcTH3l30N46LkIddSfCNiLgdEYdN07x3XPiPtwZuRMRb2rad3fUHfx2/ravfN0XEP26a5t0iIpqmeaemaV70Vip3RcWfKFRCvSXatv3ttm1fUfj5ICJ+ICIei4jfiYvpsBfaOY81/X2oPy8iommaFzdNs2qR4VdFxFMi4rdwbbd/9N3/Pxznn0TE4d3vr737v/A/R8RvR8SduFhY+S/vfioqKireIdC27T+NCxX4a+KCyP5SXCiuz70bD7xJGr8RFwvzvjsu1NzDiHhjXKjf2+Lz44LM3omI/zMuYp/fGvjsiPhHTdPciYsY6e/VDxvU71/Ehbr9o3ev/8W4WBBZUfEOh+Yew3ArKioqKioqogsZeSwuwjZ+94+5OPcdb+/1q6i4F1SFuqKioqKiYkc0TfOxTdMcNE1zLS7U7l+LiN/74y3V/cPbe/0qKu4XKqGuqKioqKjYHS+KiP929/PUiPjke92B6U8Y3t7rV1FxX1BDPioqKioqKioqKiruAVWhrqioqKioqKioqLgHbPU2o4ODg/bWrVsRESFlu23bOD8/j7Zto23bODs7687XOfydirir423bBt+Bou9N03QfHvfv20L5b5veuvP9WKlOu+ax7v91x9iWpTJtes425VjXbtlsSel50XPnv/lx/s7rm6bpPbuPPfZYHB8fvzX2fK2oeJvHE5/4xPYpT3lKnJ+fx9nZWZyfn8fx8XHcvn07lstlnJ6exunpaWfTM9szGAx6tj07ZxPb5CjZpXXXlfJbde4m5eA5mc/h8XXH/HjJjvq1pXZeNUPNsq6y3Vlem5RpVZ7Ztas4BI9nbezPmn7n8dFoFIPBIN74xjfG448/Xn1BxdbYilDfunUrPuMzPqMzom3bxmKxiJOTk1gul3FychLHx8dxfn7eM7Tz+Tzm83mcn5/HYrHoSMxyubzSOfRwDwaDGA6HMRwOo2maGI/HMR6Pu9/29i6Kzg6ybfiKzh8MBjEYDLrvQsmw87vKp3LpONNjp93b2+t1ZJ3jRkj1Z3puEDxtflgWpqdr9vb2umv1nekx/729va7cTFv3h+1SKh/zZ7n0XQZRZJjGU88Ln7vlctk9U3zWlstlLBaLKwZ4uVx2gz2V8ezsLGazWZyensY3f/M3b/XsVFS8I+MpT3lK/NRP/VQcHx/Ho48+GrPZLF71qlfFj/3Yj8Wb3vSmeOMb3xive93rYrlc9uzHeDzuiMv+/n73fTwed3ZoPB53tmI0Gl2xl3t7e53d4fGMKOl82erRaBTD4bBnV2j/la/bMoK2XWWO6BM5t3u0cbpW18mGMQ3ZMheZWG7mQzKpAQ3bZG9vr/OhLLfyPj8/v5KP0qQfpl/IBDO1s7fJ2dlZz9/TZ7vN5/fz8/M4PT2Ns7OzODs7i8Vi0aUjm6+0+X/btj3/NJ1OYzqd9ojz3t5e7O/vx3g8jslkEk9+8pPj+vXr8ff//t8vPPUVFauxFaEWSIb1EDuZZUdVZ+ADX1Kt1dHOz8975DYrA8/30Wl2bgk0Jq5ukgBmo3SWM0uHxs4NX5YG6+PGNKuX8pHhyOrcNE2cn5/3DCHTZzpu6Pi7DKofZ/4lBUbw++rOkOmvQ0k1ofMiEV8ul10eahOdv0l+FRUVF5AtWC6X8fjjj8fR0VG85S1viUcffTQee+yxODo66mx+NujOBAUXDpiXzvP/NxE9+DeiT9xo7/xcP8/ttc+GlUiifstmZEvnZ8qr27WISGeEl8tlb7DQNE0sl8sYjUZdPrThWZ4ZdC7zzNqUcEFnlcLM8/nd72vpf6bJe+S/+/OX3YeKil2wM6GmIkiyTBKjjn16etop0xptKp0MJFzsEHzwz87OUmOp391AbVInpcV0ZXg08paR0jWDwaArC1UJN8qqR4lol4ixt4G3A9XWkoNhfiTRbCcnuTyX6dFI87OOSGfIznXS7m2VnZ85WDo/PYvz+cW7CFydqaio2B7D4TDm83m84Q1viEcffTT+8A//MB5++OF49NFHYz6fdyEfVFN9psyPlexoRE7Isw/P9zQy4ue2Toq2BuJZOrpOvk/+gURbtjKzMVJ8szLpfPlUncN66TxXt+l7ef5wOIzT09OVbZKJPU666Q+zNvQyOvll27hf83TdJ6vse3t7qaquazijqWuI7F45h6mo2AU7E2o9iPpkI8/sPD28Dp8i8u+7lpNlWdVhM2JJyBg4efRjGYGmMXFCmxmEVaTUjZYbYifzWVqZ4aRiwXqUvvsgRwp49tumJJvtuYlSXSLk/MtnkGXdpXwVFRWX0ED+5OQkjo6O4ujoKE5OTuLk5CROT09T9dbJr88AOsEqfff0snOymbCIzWKT9T+Vzsyeypf57J8rwV4OKverFN9VqrGTU30U8qD8/HfawlI+mYjjdp31ya7x39WOahdHRtRLz032vDh8VrZUrqxdKip2wdaEWqM4J9NOmD2uVSEiHFEzjozwEXJ2ziqiuArrCDuV7yzeNyJXkUnKM9KdlWGVYYq4NMY+deVGz0ko08yUD51XUk/cQWVqsSsVzMvLzbzUTqvCeTKUjK07JbaNwjxcyWFbVANaUbE92vZi/czx8XE89thj8Za3vCXu3LkT8/k8FotFRFz2WV/rod8EP5atDcmQpaX/3XbL5iyXy178dVYv+YBV4RFOvvQbybeQzaa67c18hFRTP4d1cqGA5FBt5zHNmVJc8kU85nXgMcYrb3KvVV76Ut43DmBGo1GXbtu2nfqu84fD4RX7r99KzwiP3U8Rr+IdG1sRaj3MvgDAY6VpDDx+OltokeXDTp49+BFXVe1VBsqPefpZx6Mx29vb6wwm1YVV5feyr+u4NOIczft1GRmkOpyNxlepP65Oq76ZGsBBwzoVmQtZsutUTy9nSU3g74zJo+NTu+i4CDXjCr0sq57FioqKq2jbNubzedy5cyfe+MY3xutf//p45JFHYjabxWKx6MKqGMrBBdwOErOIPqlmnvyr6zKyml2nsDjZyawsHi7BNBiK4WUR8fP0Mj9Douv1YTmc9Gb+LRNEGA7BRZE8PxskZG2ncq86zuv83JKPVf3pP7ycnB2Q39W9I5/gokn5Zl2j/Fg/HvMZiEqoK+4FW+9DnU2LZP+vGgFv+vCuUifuJ1ieEunO/q4r/6pz1imkWRiNp70qvVL62RSh3yuWPTvP65c5ulVl5f/3EsO8Sn3w8l2/cyf+5rd9W1w/PCze74qKis0g0URrE2azWW/QGnGVyGxqy7PY6U2xSZjHLnbbB+vrbCj/9/jc7Lh/lKfSEplk2TLSnZW9NHjYtE3W+WHOQqyKbc8+IvwUXzLyzTyydEr1XPfs+CxF9QcV94KdYqgj1sdI60Mjm8WKCewUHEWWVoBnCrF3jhJZKym5/D0rV1aOrB6ZauLHVsUOelnUxqsUDa+X1GTWU//rPlCppVrh370tXMGhMsT/va6el75nYTalAQHvAWPG/TrHh//UT8VTHn44/sef+Zn4oY/6qO48bmlVUVGxGc7Pz+POnTtx+/bteOyxx+LRRx+Nw7uDVfVHqdTclrNkG13NdnXVld1SOF4G2U+q023bXtn1R6At4iwolelSm7gt4QCDIRyu1nv+nM1V/vrrtjkjkfpdWwyy3diW2eBH6q6rz5nP8nvNspTIvavu9EM8T+eq/LpuOBz2Zro5MNnb2+v8CcvizxWRPZsVFbvgngg1R8h6oLWymxv7MxTER8UkRTSY/FsanTKdiDzWWfmzk68j0yR7RGk0vCnZZhlXEWknxjSmThizepSUZubrZFntyzhnGVaWXQaNxJwEXGkJrnxnA47MqWR1czKt2DkafzfKn/fFXxx7GAA855WvjOe88pVxOhzGl3z+59dY6oqKHXB2dhZ37tyJxx9/PB555JF45JFH4vj4uLMP+rhyuY5Ue6iHX8tjvH4V6Kc48Ka9ov0TGPa2yWwWRaMSqeYx9xusD/1qKQ8SZG9LJ7sZoda5JaWa7UIFOSPao9Go924I1iFrJ1fqS20rX8Rnx9fkyBd5mIjK4eq3yrDqeayo2AVbh3ysmiIpjaZXYd3v2QPuZbgfnWBdWTMFIyuXG7VsEODGc5vye92ZVykdr1d2f7jAJZu25O9+rBRGUpqO3PScrOysM9u8ZBT/9Rd+YfzGX/yLcXp3Yctiby9e/b7vG//kMz8zza+iomI92vZiUeJisejEEw6w9XcbwlISMEoixKZ20wl5SWzwwfU6G7RNGYTMFq8inuvgAxWVKftkv7EO21zndjcbOLkI5sdcMMvyZR09nazeLGupbo5VvrOiYhtspVA3TdPtAenTZ1ShOSL3/5UOQZVav68Licj+z8g9FQZeVxqVM63SiL9E4tjJ/U2OfjxTYWhcXQngvpmZApBNg3I07/XMwm800td9Zlq+QERpU9F2I6f6sH4lh7jKmHsZ/Xtm7CMuFKb5gw/Gcn8/hstlnO7txd7ZWczH47h9cBDny2U6QKmoqFiN09PTeNOb3hRvectb4vHHH4/bt2/HfD7v2Tm9kc5f7BKRv3bc7SsVbidg7iP4l3nRBpE8UxXlwjjaVn+zakbYPF/6mcFg0FsIyd/9XNly1dkXezNvLtzUQkgXKNRmCvnIQmqYL8vsbT8cDq+84dcJb3afXCwRWDc+H5zFLoXu8To9X/I/5B+8PvMl2cwkfW5FxS64b4RaWKVYelqlPDJStW506QbLy5X9n13n5aORz6aOdI6vZueK5eyciP6KdhrFVY7G1ZXMQTl4v4RMpXZDy/S0IpvGWkaMRDsiei9GYJt4ebN7qeM+QCg5TS83jaIcwbXDw3jNB35gvOKZz4y/+Mu/HNdv3+6c5bqXDFVUVFzFcrmMRx55pIudPj4+jsVi0fkI2kwnxt6fs9/8Gu/XmW2IuCqkkCCLJPtMm0LHsoG8h1cobUFlo89zYurkzv2h+9HM/wkehiFCnfld3QvZY74m3e287DeJM0m58sn8C8ukNGTvFafu5Srds2yHlYwDMJ+I6Mi14qj9fvDaLNY9e2YqKrbFVoR6cHYWn/4d3xHf9TEfE8dQPdd9NkHpIWaHJyHzc1gWP+7fN4XnlXW4rLNnDiPiqirt17O+nn92LCvbKpQINQ0+Xw/LWDWq3DwuUOVgbJu32/+/vX8Pkq7LzvrAlVmZlbe6ve937wYLhWdQd1vIIXXLkvAIEIixAoQQYuQQYFsTIYMJcAQMFjHDYMcEyDhgrAhjCA8MhDEztgPHaBibi9QCCSQYCZC6pRaYy/QQGgSyWlJ//X3f+1ZV3qsy54+3n12/89Q6WZX5tsK22CuiIrNOnrPP3vucvdazn7X22vp7aMEo29K1d83r3/ZsVc5Hf+tvjcViEcvlMr771/26mM/nEZ/dNbFKlSr7y3a7LTmnPbvHLiHYzCbKbXpuly5pu4//30aeUKdl1+4S6nau1cnqs8tL6vXe1Q8kdjzVnAPlbFLiEw19tp3nfe1kiHsmnTRyFtxFdRA4zsILH+rTh/qw7X2pREqVz6XsBahPr6/j895+O776b/2t+K//1X+1vPDM6KEdshRTx1AQl12Ky0Edt9bWtT7D5qpolbGrfNYjA8NeTw5KujEjoqHcyMrwGrIsmYJyUE2lxHuyDW3A1KVtMaMru4whd+aFRkTf6X5ra7vHzPlzcOXP+3kfOSPDZ0Umq9/vN1Z/39zcNJ7vPpO+KlWqvJD1el22HNfOiNymm166NoDj2Sey0AQCXdevDt4y8OVhBx5WQJDLHMZtwC877nbIiZDMG9cGFNU+6ixKr9eL4+Pjeww1N6yRdLvdGA6HMRgMotPp3MvEQd0uQO1boqvfM93N56lFiXx+aqfKyoi2zC5tt9sSm397exuLxaIRxpE9P7bZ+9ztCBd7ehnVHlR5GdkLUE9ms+hGxFf82I/FV/zYj8Xq6Ci+5Tf9pgJUfLOXtswekjZA7ednLppMcUph7rqPA+aHGBFnl6nQ/Xw/x8F3NiHgtVlohiRjddpcV23Kuo3hZawgFaoD3wxQe3/KGGSAmgb3IbDuLIwrStbbn0MG4ulC9v6oCrRKlf3k9vY23nvvvbi8vIz1el30f0QeokUQ5mELPLaLTaTuyAA1Qy8kGenQtvhaoLqt7iovkwzE7fpO0Kr6eD8QnBPcHh8fF4DMXQTlKaCuPD4+LudnuxmybN6f9tv1rwNqhV94NhGBdN0j8yryO9ut+9ze3sZ6vW7UNbNjbX2tOqt+/g7wuVY7UOVlZb+dEj/7uer14sc+//PjO77sy+693A/FULeB4sxdFdEcFFkoAcvyxZA6x1kDd71lyjsiGiAsU/S8xpln1tvv4/eisiJIzK7j9eyTtnZTMjD9EMPtz278/Hl83Z/7c/GX/41/I2ZnZ6U+8iBw5k8jI+Op7xlrQ3Ct83axRV6/TNomUPpeFWmVKvuLWESmK4vYj7ygjqS4XiUo0qeDvO12W7xPme7zMh8zIffJP/98oaUzrm1t2lWvtrrwPPcCOgjNJiweQ83v1KNsL1lcn/h4vTJAvUtn83sboI6Ikm9anufb29tYLpf3mGrvx4cmZdlzyOpYpcq+st+ixIgXmRJubmJ+fBzPhsPYTKeNsA/moV6tVg2g66CXLG62qrnf75eBzowSGsCUTEGqvGwTmExBZso0Y0QIDtuArp/rdcmUpfrF009lISQSKRf2j/73Wb1/dyPoDIaz2N1uN77ie783fsFP/ER82V/9q/E9X//15XotJmkzQpxYZJsAeH+z38i6iEHy9mTto7F2g6qFSFWqVNlfbm9v4/LyMmazWSOkjzow0wMa0wJgXFjGMnSuzh8MBjGZTApAZI5o6YjlctkAXypTY53ZJxSaSDAX0dSBDtppexyobTabYu8yPeV9w4mAh5nwGgJzTiYU7tHv9xv2YbvdNs4ZjUYlRITnDofDYkPbPJe+mJLiz/X4+LiEn7gX08ug3m8DxTp+c3NT3rPlchnvvvtuw/PN7cjlHfXnxfdRz4rto83MFkVWqfJY2QtQT8fj+FO/5bfEF3/sY3H27FnjxSQzzZXU7lZrc685kyvhcf2WgWl+ehlt4kCS/7tiyEB3Vu8MJHq5BJneDjIFXiaVvrdX1+2aYWdgWm3gvTL53/+BPxB9KJsP/9APxYd/6Idi3evFf/wH/kDj3IfY+iwuMpvAOFvt/elty6SNpdjV1ipVquyWzWYT8/k8lstlA1C3jX0H2iQbMjbXAVG/34/BYNAA4k4s0AZFRCNzh9+D4CkDetlkgAwsF9s5eaGydnljfQ2Of8/6kv2nNmntCgGigLZCPgaDQTlXfTcej+P4+Dj1MDuYbiMs2Ed6Nm43d9lM9ZF7JnmOnpEmUldXV41rvc+z55nZDMcKskuPXVxbpUomewHq5+fn8TNvvBH/7Vd/dVxdXcX2szNyDUDOHDk4xRrwPGco/QVXOIOUlZRQ9rJnA8mBWgZyWQfPsxlxx6TqOh5vU9TZ/TP2W2X9g3/wL8c/+utfFH/6+rfHv33yf40P/IpPxAc/+IlGeyLyWG7PvuHMrM/AvQ+8XbsWn/yJb/3W+JUf/Wh8wT/8h9Ffr2Pd78cnP/Sh+Ou/5tc8qKwI4v15cwLhipXfPbabnz5x87pkCtf7qEqVKvsJY39d12bgKNOHPEd/An0ChJ1OJ0ajUZycnDRS8kloVwgIe71eYWwdJIpRFXPtC/1Yp4gcbIs86nQ6DW9XpockDrR3Saavd4WgqH3S42TzyVb3er04OTmJwWBwD0RnYZP87gs5VSeBdX8HaE/Zl21203W0nmm/34/j4+OyGyc94cw/zWeT2X7VI5sw+DtSpcq+sl8M9fZuAxcOQnfB+CJFxkEx3i7ifhydwG3E/e1Z6dbi9WQ1s++cNfOYx/TqPLr8MuHAzFZF8zgXjug3lfH3//4XxUc/+uvjj65/d/yv4gfif3f9x+J3ffcfjU6nE1/4hX/v7iHZYg8PY6AycaDqCw4l2YSDBswN3no0ipvxOI5ubuKm13uxUcpoFMsnT6IXTUWrZ5wx8Hzmqoc/Mz9OI+rPimXTOGQg29vqz7NKlSqPE4EZxS17CEbmeSLQ05iTntDxwWAQo9GoZLMYjUZxdHQUFxcX8cYbb0S/32+k6aM9EoB0cOQgVPcVKOv3+zEcDguYlw5kW5mtirZNceQRTX2s3x1EEvDtkgwwR0SqC6k/I5oM9Wg0iuFwGP1+P87Pz2MymcTx8XGcn5/HcDhsEF6y25wksT5u79XWTqdTwknYD97n2UQgs++872aziSdPnsTNzU1Mp9M4Pj6OZ8+exXQ6jU9/+tMxm81ivV5HRJQ+dz3v2MFtgOyVspRVhrrKobIXoI7I099kYR8ENwTgUkwUH0xS0swYwYUIFA4OKcRM0WjQZky0AzkH4LxvBuZVPymdtjAGXtfpdOLP/Xf/ZgzjLh/y74g/Eb/j5k/E4i8N4g9+4e8p7csmA7qX6kP23mfoHt7BPmH/eQJ/Gojtdhsn19fx937pL42/9+VfHl/0t/92nFxeNoCpuwudkc5m/+wv71+Pe2zzTuxihLzPM0NRpUqV/US63BlqZwP13QkL6rCI5m6wArUKV1CIwsnJSQHUnp41Y6hVtywWWgBqu93G8fFxDIfDwk4LUFPnK42bYrVZBkGc28Fdccht4gC0DUCzb6n7naFWm0ajUQHUp6enjRhq1VltdBupT00maPtJeng7/VgbmG4TMesRLyYKV1dXxSvw7NmzErfu9XYvuLfD7+lkTJUqh8jBgJpKjKw0FVsWY50tYNH3bKbqiiTiPojOBiev4aINLojjjNrLjIgU6GXKmqwHAR5n9c6mdrvd+Pz4/8W3x++Nr4//LiYxi2mM47+N3xDfGv9x/Nvd/6zR72wXY6g9nMIVhpStt+0xO2Lx+Wy32/hrv/N3lnv+7X/xX4yIiHE0FTIZDwf/voCSzzJrjxSj96nal01y2F/uPaGBIltfFWiVKvsLQ8rawLQkO0c6RwBPcb0KR9BCxF6vFxcXF3F2dhb9fj9Wq1UsFouiawSmtNiO41k6n0BTukH6SsCdticiGqymNrHZbDaxWCxivV7Her2Obrcby+Uyut1uY0EbwxwJRl2HSVhn12tt+o3n0w76wkX15Xg8jslkUsIzWBYBeMZQS46Pj0s76ZXcFQv/uZLhcBhnZ2cR8cJ+TafT6Pf7sVgsIiIKu8xMICR1doFp92pUqXKI7B3y4UBZmT20Y5aUG2f0HvKh2WMWkqFB3encrRzudu8WXxAY89qI5myYs/TBYNBQMLqvwCNFZUscUHPi4ArD47LUVm2FynIiIubn47h8fhbDWMQ8hjGMRVzGWSzOh/cmB2yr2k5wz9l1m2KTW479yMkEYxfbFKoz9M7U0JVKI0oQzQwwLKtNoXFhivrDWX9/huoLbvbDyYSe37LumFilyt5CVjAiTxPnJInrFIHp8Xgcb7zxRjx9+jT6/X6cnp4WkHt6ehr9fj9OTk7i4uIier1eLBaLmM/nDdtDoBrR3ARGLDcJlYg7fU1WWjYs4gWAE0CfzWaxWCzi9vY2ptNpLJfLWCwW8c4778R0Oi1gW3pJesVjjkm6uKi+so+uC71P2ee0Zwr5ELN/enoag8GgTEp2yUOMscr/H0veeOONOD8/L4sTr6+v4+rqKiKiTLLm83kDpwhLZEIgzZCXKlUOkb0ZakkW0sE/naNPMtsZa0slQQWcuQo9PprXZ0w1Z98E2hfzefyb3/md8V9+7dfG1WTyokOQxsnbq/tki3F8EGaD0hnYr/qq74k3/8JPx5/c/vb4U/Hb4rfFn4r3dX4qvuqrvveeUsuUqc++d13zGECtxTlZP2btIlgWm6w6+SYuPhHLDIbK90kMy/QQkF3K31mHXf1XpUqV/YXerzbJ2Gvq9H6/3whH0OdwOCxhHuPxuMRT0+awHtl6DAFqEjMqQ/qFcdOr1aqA4dFoFOPxuJAUArsRd4zs1dVVYUS1s6Em/DrXY6xJHriOVX9ma1Da+p997B5dkSSaNPx8kOFwGLe3tzGZTAqBwwWmEfcZ/F0gmfikgukqLyMHh3wwkJ+hH1ksdeOGcCkR6IpFIPBVHB3P0QyZsdKeUaPb7ZbVzGSoyVB0u934mr/5N+PzP/Wp+Jof/uH4i1/zNaV+u8IBCB4jmquR24C1hy1IPvjBT8Sf3fym+P7v/1/H5eVF/P7z/zB+xa/4nvjQBz8Rm839LChkWjMD1Wa0CJbJ9PN3Z79pJNtYC24OIFY6M3bqNy4eolF5KHaNILxt9y5KNhmgwqQxp5GsUqXK40Ten8cwehy/YguPj4/j1VdfjbOzszg9PY233norXnnllej1eiVHMgH1cDiM0WjUGPObzSYGg0HZSU/MrO4ZESmgpgcroumVlE5QKIj0iOok0DYcDmM2m5U83EdHRwVYM12fQkOod0gwkNyIaIYoeIic6k1Ch8QAwWSW6ePnE3mg8A/ZIHkttttt8SDQ20DJSLiIOxtVQXWVQ+UghppZPNr+yFJnDKEGupTcaDQq7MFw+CLkQSu+qSyl/KTsBLipmASopVCUEkkK6P/wB/9gI6fyl3/iE/Hln/hErHu9+PY/+Ad3LoTbbDZlNqw2RbwIS5By4+IY/42MQrfbjS/4gh+JD37wE0VZvuizO+DufUhF2ta33s/qs+FwWHKScuJARetMR0SePorPhMBY4h4JuWe1qEdhF1xZ7avHOXnztjIGPCLuGQxnr1mO3rmIPPavSpUqu2W73ZYwh4j7oXF+rvQlwfH73//+eOutt2IymcTnfd7nxZMnTxrsKmOoGZYhu0Aip9PplIwWmuAL6JJQYZifexojogGAKePxuOjw8Xgcq9WqhIFERMzn81itVvfYZcVcu8duMBgUckHty4galZd52yQkTfSbylS/MdTl54McHR3FK6+8Eqenp42wnE6nU8JBuJNnRPPdpN5nP1dypcrLyN6AmqCJ4Rt0z7eJgzx9J2PIWDfG9HKWTYaarAQBNXeF4g5OnU4n/uTv/b3xK7/ru+IXI6fy/+eDH4zv/ZqvKfWIaM/skRmNf/AP/uX4+9/zL8Wfvv7t8S2TPxn/y6/8eHzBF/xIo994HVkbAvd9ZscOhL2f3QXIiUeWosjLdkDtzLeeib8DbLPaRwOjuHK+P3pvPJ+rizPVNDS72vOYfqtSpcrjJJtE7xKBR+kNgeLJZBKTySRGo1HJ5iBdwVhgbjeu+zMUQwBc4Krb7RYig/aCkgFMhoOofdR3ZDG9brQ/7CeCfpUnvSld6GEH1Jksi5/sf19Lk5ErP99EXgV5PDabTfHCHh8fNyYxEQ9v/NZmx6pUeazsvSjRWUOP4RJ7yxixiGgoEoJkD9HgbD1brSzFqe9iXQl0VQ8pW7HV+m09GMQ6yam8evq0ATTb2ksF1e1248d+7EPxl//yryn5pH/P9I/H7/rePxrd7lF84AM/kg5QZxR0P3dHkVmXYmDqQRo0B9GcfDCUxgFyFjPOcxgiovu4qzJjsNlnNzc3xSCpXF9UxFyvDAVRWJHKl5D5ZzyiziE45zMVA0Xj/vOJvalS5edaxFDL66SxRr1CXSmQ8/Tp03jf+94Xk8kk3nrrrXj99dcLY83QPZWhxe5inxnGQJFdkCi9ngPcfYX2S3pIoS6Kl2ZYBT1/iu+dzWaFvVZdGbq23W5L3anzufhceo46WTqUtkOMvOomb3K32y2ewc8VuJZu1ne1zZ/Nz6UIOyg0aLFYxGuvvRaLxSIuLy9LH0Xk9iCimSHrsaRMlSqZHPTmM6zBX1JXqBroUgYCwxFRWGS5wBhGQCUlUCzX3XA4jMlkEkdHRzEej2M4HEZEE2gyVZJCPign02n895/NqfxL/s7fidPLywLCnQXJ3G1UGv/37/imPJ/0dw3i//SFvyuN41I/0Xi4G8+VpxSn8nRLnNEgAGbcNAE1y81ixnl/PQfWkYDa20FDoDIZ8qEJlQwOc4kyWwhjB9WHfB5S5h6eIiNFBkft5LvL51iVaJUqj5ftdtuIU21b4MsQtcFgEK+//np8/ud/fozH43j/+98fr732WvR6vRLyF9EkGFarVUREgw1+rBwC7Nx75WwwAbWTRCKD6OFcLpclCwjtIRc3Ziy/bKLYawJqZ9FlX1XeaDQq4S4C1J1OJxaLRYNtzzKvSHxtC3U5vYlOONE7vO/zeoywzZxAnJycxHA4LM9nsVhEr9cr76eyskRE4xmpHSSEqlQ5VF7qbX8oTMEZUA0yDQRm7dD5GSvrgI1hIgRTGugKM9hVt+/6lm8pSuCvf8M3pPV+rOtnVz7pb44/WsraFV7RdtwZ6+xcP+792Dbzlhs2q1vb/divmXtSyn1XPVWfiDsAzLrIXatz6RYVI+OSKfyH3NFelypVqjxONO49zzvDvCRcEK1Qj9FoVBYLZvGsArNZ/OvPlXANkHvJVIfNZtNIEctdEz1UhDsrelw2vWoEidSn2WJEnu+6jmElDoi9TpwssL/9fCcmsjLZHjHGsvXyKnyudCzrzzJlO7S+Sqy/Jmm7Fifq2Vap8rJyMKDmC013PQczZ5ECdGKZ6dLSrJYzZ09x58y3lMd6vS6DSQpOogHGdDoZIHTA6Qy7Kw+Wv9lsWvNJz8+GDaXFzzZXZBa37PF5HqLBchy0koVwhRzRXPzoTLhETHJEc3tXN4Renwys8tlxMiUjwhX2qqeYFhoSijMpqquYpIi4dx+9F3KHVmaiSpXHi9hXZykVZhBxp09OTk7ijTfeiJOTk3jzzTfjtddea3gqqV81NuWV8p3wIu7Ao+6RhaytVqsSZkGdxoXP0k3r9bosHGQuYuoP2rblclkWL15dXcVisYjlchnPnz+P5XIZl5eXMZ1OYz6fx2w2i/l83sh3L7aYsd3SP8yEtN2+iNPebDaNRYskGmjvIqLk6ZYOVD/oeTl5wj4Ru6u26zp6ITg50GSCQkDd7XZLKI+8EGKUeVxrnMiEZ6Ept7e397Z6p11T3u2Li4uGR3O5XMZ77713L8tURHNvA044qlQ5RA4C1M5e6kX0mTjBsucBJcB0tlrneHo8DiAOdM3gxRxQSShuV64nDhZ95/1VJ/3ufxQpmLZ80r/sl/2Ve/2WMe4SZ5SdxXVA7UxvBqzZNgJp3pPxxbsmHj5pcSDq/UNAz3p4GIaen5Qay5IC5HP1NiichEaQ74c/VwJ5uQWrVKnyeCFA05jUOHbS4PT0NN58882YTCbx+uuvl/R4jHkmoBaoFmBjiIV0rkJBqEcJ7JV1Q8d1jyzNn0ICaMc8tEO2Rd+VRWSxWJT6KLRjOp0WIK1P1vfo6EWKPcU6SzcSsMpe6hrm4BcJwH6Q9Hq9AqIjogF61UY+M4bi3dzclHOUj1sgVhMOhU602QIP+dD6lNFoVDbpGY1GJeUdkw1wfdVoNLq3JwJDBNUvurfKYPinfldo0vX19b1sK/yufqlS5VB5KYZasgt0OhNJEMaQDYIrP56BTwpdU2QUpNwfAkws3xW0PttyK2+32/jCL/x78X/b/ub4vu/71XF5eRH/x7P/ML7yKz8aH/rgj7bOeNsYXW+vxynzWoJoX0yp8x7qQz4zskzefk5i1J9ZX1FoYJ2pz763MQNqJz0KzqALjLe9J2xnxsJXqVLl8ZLpe+oOkiPD4TDG43GcnJw02Ev3iCnMS6BHuoZxsL7uwokd/QnEUncRLKuOEVGAqYdKcHLO9R1cjMk4cm1Prj9eQ71FRpihHZn9pBAAtv2ePSd9MiSEaW/F+ir2WG0UiNb3zeZFCkB9F0sf0SSD6G1WHLjOU9ICAmiSbdzJWG3S/0zXq3vqHL4LJGhIqGWeDPdgPPQMqlTZJQcz1ByoUiiMP2PIhtx7GkQO8hhbrR2yNBjkDuJMlgODW5pLuWnmzXABxnGrDRm76+BVbSSgJnCVIvzAB340fvEv/ng59wV70QSgCnehuGHhZIKZSlh/sr6eSjCiGZ/HtmT1dnZH13MiIMMgL4CUYxZbp3qRraByVXv4LAngXalJ+YrByXLEEnDrnVD7VbaulUvy+Pg4ZXiqVKnyOCEwjGiGYmjjDeWb/sAHPhDj8TheeeWVogcV4yrmU+F7At2LxSKur6+LfZnP54Xd1SYeEc14bunpxWJRWOX5fF7An8AjvWdkrpmGlULQKx0oll71f/bsWazX65hOp/HOO++UejqIJzjU/TOvHT2Svm7IiQwu2mS6QenF29vb0me3t7cl88jNzU3MZrOiC1VfAmpNFrbbbQNQL5fLEsqSEWncpGc0GsWTJ08au2JywqVkAzr/7OwsTk5Oig0RMFZ/e7IBtZMhgdq6frVaxWQyifF4XN4D2TAC7cpQV3lZ2QtQZyynXmK6yCKiAZy5EQtDFtxNRLDD+GlXJKwDQTxDPsQgiAGgcvLy2mJoeUzlclLQBkLJhHDwcvEd2886EGhyJTbr6v2qfpMhYJ9Q2oCrA2spfD1bskN0fYotcICu/mH4jra91XfGz2crwekClrFh//pEgYbDGX/WT++U+opAvEqVKo8TESltx46Ojgor/dprr8Uv/IW/sAAmhvQdHx8XRleAWRPf5XJZwN5isYjpdBqdzov449lsdo/ZJSOsOOLVahXPnz8voRmz2SzW63UjIwd15Xg8LmCPtkrt030EqAXQFaerOl9eXhaCx72b3e5d2jyGsjjx4fbKbYH0mfrb1x0x1I/1vrm5KfVjFpLValUmMATUZPAV8iEvAENlSIKIVBuNRtHr9WIymcSzZ88KuTYej+/FUysf+fHxcQHuImK0pkb9TqJGkxLX5by/FsHStpHQI2lW7UGVQ+UghpqMgL+A7t7nH2OBI9pjhlk+XThSOs7A6hren24fls/QCMZNe/tYD//ONlOJMPSEit53SnRAyD4j4ObvbX/ehyrDmWf3KrANHirh13oMoxTS4N1341/7L/6L+M5/69+K6elp6e+294V9Q7afyk3CSQ4zkXjYjerL581JlMol4Pf++1zmZq1S5Z8Xkf7gmKfOVjYPgWhm9JA+YrjEbDaLiLssTtqN8ObmpuGlE6CWLqWekh7mwsHpdFrAoYC1dF7mESMZI8aSupL34WdmL3aBM7eb1OHcmMzD/ggEJZogcKJAj6XAqNh1xUgTZNPLnNl1EjnKvKR2iyxi+30ywhj15XJ5r/4q/+bmphBFmvB45hXZSXpIiA2IB+gV1STIbWeVKp8LOTgPNePE+AJzxiywQqXAHavI1HIGrgEuhUAGki66TLE4YBZ7y/AThkxENAEmlQnj3zSofVLgilZlkSl395IUNRfksd4R9+Ok2SZf6MfwGCpBNzh0zWaLc9wNShenL0DabDbxZd/5nfG+f/JP4iPf9V3xvd/wDffqzz/d0ycAZMc9h6vqpOdKxpruOT6/m5ubUo7qTCDN/vy5SOtUpco/D6KxRr0lHdnpdGI8Hsebb74Z5+fnZYtoxk9HRHHfz2az+Nmf/dl4/vx5YaoF7jI9tVgsYj6f7ww5oRdNDKzO2Ww2JXexbIz03nK5bAAsJyFUttdJzKkTPATcBMzuHaRHT6Ebw+GwkYKOusuJIsWp93q9OD8/j7Ozs/KbvIrPnz8vfXt9fX1vkkEmmpk0GHLR7/dLW8fjccPOOevu9VQ8tgC1wLmYY+0pcXR0FM+fPy8TsfPz85hMJqU+ES92R1wulw1vh8ojQSLQrW3s5VFQ+/Q+OqlUpcohcvBOiZzJC8yQZfYZNePC+MJnLKHPMH0WSpY32zGLs1eCeLkYCUg1IyajrHtxRkyGdrPZlNmuhLNoT0MkN+hqtWqs3tY9CETJnLSBU1emDvI9VIJt4fNzlp0Al32ixTa69nf8e/9e9ODu/fAP/3B8+Id/OG56vfhP//AfLsdZZz7XbvcuzzTZZNWBdabHgYbTGSZ9l0IVg8Ln6e+l3onKUlSpsp8IOPnkWECl3+/HxcVFXFxcxGQyKeCI4FvAaj6fx/Pnz+O9996LxWIR7777btmEg8BU3xnHS28Xxzkn2ALf7tFUGAF1j9htAUB6HV2H0q45wHavHNvCcyKa7DRDHj1PtxNPApLyBkwmkxLeMBwOix6XrVbYjAC1JjRkpmnHSOroO9cjabtvPUtmV2IssggjTnYkvV6vsNXyVHS73ZjP540txJWtSW1XCCEnIOq/0WjUeKYinniNr6mqhEqVz4XszVA76xlxP31axN2ihOw3KpK2e7Qdd+bSZ/kadDyPua2dvVY9Ncid8WBdBOKkeB2wtrXBWWwCTMbFZYrXJyYOpr3PvV+dSVf7yPSynlJ6nER4TPaf+ff//fjKv/AX4n/x9/9+9NfrWPV68f/9wi+Mv/nrfl25Hw2Xz/4dBDNGOnsnvD/4PPi7u03Zd6wH3yOeX6VKlf2F40nCcIWIOxCl8X1zcxNXV1dxfX0ds9ksnj9/XmKdFd/LcglQ5R3NwhKchBDY8vp5XK2u47oVXce/iOYW1uwDgUZnZgkmKTyH3kvfi6Ftws9zB4NBWdBH0kasMBfjuVfZmXPZhrY665kyflm7MEqv+8JOj1knQcZJCdPgqq4C2wLF+l/AWmuJSKJRpwvsc4JEO6U6OQFUpcq+sjdDzYUWUjJUIBKxfxyAZEedXSbAohJlmRrgVFq8nysyupSorBguoXsqXEIDlcrG0znpeAb8XQGT0ZARUD2Zk1tgn+DTWWj1JePLvN28jgwD2Xad43Xm/0xNRZa92+3G7Pw8lsNhHN3cxLrXi97tbdyMRnH72mvRR1simpMQB9F6F+gWlWvWmWQdi4iGUvYJj5SrylW8HMNcXLFWJVqlyv5Chpj6UHpWgDUiYjabNWJuF4tF/ORP/mR85jOfifl8Hp/61KfKxijPnj0rDHXEfbJCYzmiGeKnhdlc+KyxrpAx/T8cDuP111+PyWTSOE6glXlcna0Wuysvnu4l9pgEBskDAWEx0qrveDxugETZq0xH6XxlxXjy5Em5ThvCiI1WLPn19XWj3upDgVHWmfaC7LL6Qp6H29vbePbsWczn80b9yKZ3u90yeZFtcUJE+pp9fHR0FG+//XYB5Ofn5yUU5uTkpLDYWkg6HA4Ly03iiiEu6ju+P2pbtQNVXkYOYqizwH8ygQRCuxb+OWB2JsDPlwggZddwxs8QEwJQZ3u9bVIuUsK+uMJn7mTIszpzIqFzxX6IHc9iuJxtYb2zSUx2vU9m2trtf8xUwpgzPePJ1VX86Jd+aXzsi784vvQTn4iL6+uG8iRDnT1TGRlfAc9nyHLIPuj67H1jm1UGwbsmRv7uVqlSZT8h8HGRjhNT6elM5/N5XF5exjvvvBPz+Tzee++9wkwr/Vxb2RRncbmgm2SF9AUBrbKQaEEeAW/EXThBptNkA5VNhGtiyEpTNzlZ4mGQTHsnhlrAz/uBdo5butPuEfT7mifqQPcq+rMleaa+VHjFZDIpoTsM44u4yzzCd6HT6RTSxDNEkT2nzZFocqZFi9vti7AdpWNl5ia+B5qAsUz39DoWqVLlEDkohpqsa0S+gQgZ4Ig7VpmsoK+gjrg/uKkIOWvNQDEVBePMyEx7PJi3L2ubs9LOQHvdncWgUnLgzLpnik3/M0bMGWq1M6tXFlfIcA5vs4N/1oGTpO/8lm+J2WwWy+UyPvq1XxtnZ2cxAIvD90Xf6ZnQ85CS5GSEfc4JEZ8f68zn7sf1R2WqmDy+ew8Z7ipVquTCyTpBosaeFrt1Op3C5CrM4+rqKubzeVxfX5fFg8o+EbF7s5KIO0Dt4O34+DjG43Hc3t5Gv98vXrbr6+uiRwWotRBSDCnZcQFaetki7vQV43EVwxwRMZ/PGwCcCzbVTwTQ+s64aAJqCXUgQThtAeOalRqPjDSfk5Nhbj9Ud+WbZl8rbpubvhwdHb2wBZ/1CtMLSx3PRaK0gZkup0f86uqq7CS52WzKfgIipoQveE+1Sc+Jtjbr2ypVDpWDGGp96oVvYxTd9U9wJxedytPAomLUYIpogiBnaAnixBQQQNN1JpHy5IzVAabqKeUmdkWzcQ52Z0cI2n31s08QVFYba6rZt8JXxuNxURpUElwU6YtCdJzKNlslz+8Zqy0DwFhr1Zl1IcvtfcrFoTc3N404RlfsDB2SoRSzzfZm4Rw06FqUw5AZ9pWz5FWqVHlYqHelHwRmfDFcRMTz58/j+vo65vN5/MzP/Ez87M/+bCwWi3j77bdLDmRlnXBSRqJx3e2+yG6hRWgEqKenp3F2dlbquN1uS6q92WwW4/E4njx5Eq+88krJby2g/+zZs9hut/HkyZNStoMz6qaIu027tPBcZUknUueKSNBCTeVm5oJC2S16RyOa3kqRK0xJqOxGYqOn02lcXV2V+0c0SQqVqX51fb3dbhspDcfjcckVfXZ2Fk+fPo3pdBo/+ZM/GZeXlzEajeLNN9+Mp0+fNjZtof1TDLTsuYvAOTcTU/7r2WxWnvtisYjhcFgygAwGg5JFRG2kTdIiSifCOEmqTHWVl5GDAbUzsx6bSxDmL7CuIWDzVdguzj4zLo4spcqWZEx2RDQAZcQdW93mvmTdCNYExgjqCS5ZHuvImL6MCXZmXMqSQFpKIyIajCvBuR9zFqKNcfd+YJ0EaAl+fWLjDLGUNcvbbDYNtppl0GiyPznZYtuytni79Jz0zOgKrAx1lSqHCceOM6X0iAmczefzmM1mMZ/PYz6fl6wdYjqZJcJtAsmB7J7STwKqFOobpaUTCPOFcZywM+zPvYv0lgoILxaLAnLpmRWwpKePf67b2S7eU59OLNFDKkZeZIITWowdplC3ss+ZKk9148Y8Ar6aJOhzNBoVD4H6lWEpEXdYQKSVhF4OPQ8mD5AnodfrxWq1KmXqO22T9xltufdrlSqHyt6AmqA2mwVyQDiAoRBsE/By0YOL7pNtZa66aRasBQt0qbkwgT+VElemayBT4bYBOImMicpw15XaqTY5c09lQ4ZcCoztIQDNdmeUsnelpD8H774iPmufT6aonPx8MjuMrWNO2sxIUsjge65v3ZdCw+qGS/djOVWqVNlfHOxSH0svyRM4n89js3mxOOzy8jJms1nMZrMCpDmxJdNNvS3dKbB8dHQUJycn5TuB8sXFRbz66qvlus3mRQ7l+XxeUqtp58TpdBrPnj2L5XIZ7777brz33nsFRAs0n5ycFMBMQChmWNkppFe1WI8sLHWQUuJJl3sIiACrGPAMVHs2D2Xa0ESFAFaA1e2deza5lbrCYC4vL+PZs2cREYWZFtOvxYidTqew1ycnJ3F6ehoRd2wzQ1QiooQLipGPuIt91nPRLozqI9VRtkQTsG63W3bOpLeYNsjtNrFHxH1ipkqVQ+SgGOqIZiwVM1QQkDFcIwPUKpMzfc7myRJwi1IOWO7ip4UX4/G4KF6umPY2KLZMIFVuNg1wzqqVK7MtzqsNEPJ8lRdxBzS54EP9yrhAKRnVUa5C9o/6WKmm5O5TeVKc2jBH50oZZfHlZC+c3eDzpPF0Nli/u4JSH9MYRESpn94HMhQ0ZDIMzqqrXzkxUttknNQXHmZTpUqV/YQ6Q3/UWxpn8/m8jFkB1sViEc+fPy9x01rcp7GqcjVmRX5EvIhVvri4aLDMBKnj8TjeeOONeN/73lfswu3tbVxfX8ft7YuNZLTJh8D0pz/96RJ68rM/+7NFRy4WixgMBgVgM/ROWSXErAqMbjabeOeddwqzy76RPRKQ9BhqLbJT2RmglhwfH5ey1+t1CcsQ+y/boj5kiCBttM5V3zBUZL1ex3vvvRef+cxn4ujoqGzYo8mRnltExOnpaZyfn8fFxUU8ffq0sR37cDiM09PTcn9NqsRi93q9QgStVqt49913YzqdFns/Go1KHyv+WpOx7XZbmPLhcHiP7aZ9iri/M7DECcEqVfaVg0I+CIIV66ZZYxa24WDTXfsMIdC1jPeVkBWQkhDb6KCO98pcPATDzrgKhPKczLXW1j9Zf/GePsDZJ9kf60U3nwP6iCaAZ/uz9mb350SHs/wMeGbPOhNvD5lj73/ez/uN9W971v7Jdyt7D6pUqXKY+Nj3dS0Sxg/7QjkPuaJ+Y1iCALm+e85l2SMHpvQUipDQIjYxyARyzHGtY7qeRIpPIlQvxnLTXnBtj6/xcb3uISHq66y/qc98TYmTHroviQheT+JHC0nZLySA1CckdRhOI4BMzynti/qeupnhfOw/9hcJKHpk3fOqewhftHmTXapdqPIyctDW43SpSFHQhSIwxvN1POJu0ZoAeUQ0yiCAVWjA6elpXFxcRL/fj8lkEuPxuBFjS2XLRWe+naq+cwZPBSal2+l0yiIGKX4pBeWz1D0ZS626s/0eLqHftbhDW67KFSmGgkwFF6AwdMEnIaxHxJ2XQH3BeqvdMkqstxReNqmhy5HKj8/bJx3q24gXC1vOz88bBkKuQbHsmbgR0L1UPv8nCPewGr6TbZPAKlWq7BZ3kYslpg6OiMJ8ypUvZpGAWvpO+YUFhuVJ0mLsXq8XJycncXFxEd1uNy4vL+Py8rLoa4JZ1VFgq9vtxsnJSVkMf3l5WT61mI3EEHUYFxkqzzHzItOrRu8YyR/mm87ivl1nEmxnizP1P72z7qGMuLOt7BOBULH0Yrj1fT6fN/acIBN+fX1d7LJwAO2Zwk9ms1lcXV2VcIzxeFzuL3sgr0C/34+nT5/Ga6+9VuLOT05OGnXVs9fiz+vr61itVmUbcr1PJGuy9vOdJTahR7xKlUPkIIZa8VCMwdIgYCiEM79coKZ4MwfEBIrD4bC4vS4uLuKNN94oYRwCu3RhKXUO68YcmVKKvmuS7isXo8IR9CdlpfoqdotuSDLqBKgRdyBag1bKVeB5PB6XhP5yBTLOmP3ggNoNB9kgHWdIChWGjIDH8UXcLXJ0AEtjQ08FFT7DPDKGXa5Bsk6bzaa4+Mg68L2jp4MKkiBf7fB2q6/4v95jnxBUqVLlYeEY03gUqBKwVnyxdHBbejyF5A2Hw3jttddiNBoVfb3ZbOKVV16Jt956K4bDYYzH45hMJnF7exs//uM/Hj/90z8dnU4nTk9PC4hl/UQOdDqdkvnj+fPn8dM//dMFODKrBHWr7IgAXMRdmOFwOIzValVAuu5PppzhIewX2giy0SSepJ9YntoVcT+DlMgi2l7qdAJwsfLL5bJsQ670hQrB0TPjWhsB8OVyWeyGJheyy5o4XV9fx7Nnz2I6ncZ2u42zs7MG4XZ0dBSLxaJsM/706dN48803o9vtxvn5ebzvfe+LxWIRn/rUp+Ldd9+Nfr8fr7zySozH45jNZvH2228XYmw+nzfsg9LqRTSzZPHd9UmG+qUC6iqHykEMdcT9hV8UMtVkUQWqJe6OoTLRPTIFRVeglJFYDi4mocJnKAQVjocgUMnt+hNoEwNMltOZz4wBdUaDQLWtb/0eDmwlKsPdXK4oMpZ21x/bJqDNNmRtzAC1x4nrXdDzdaOgd8rfr6wN7DNOPMimcGLjk4EqVaocJm16i6EEJGA4pjUGBcrkJdT5o9EoTk9PC7FABpKTcgp1vwgf1ZNA28PmaKcybyOzZzDHtggXhiVkIRyuL9v0L4/T5mW6PFvX4zrN+0Pt0PNwkknC+mpy4fVWv0Y0Q3z4vHkP1km6mP2tdUy93osNeAS6xfCLXGLmKBFoAtVqH/uc5xJDPBQKUqXKY+QghrrbbS5kE5CVgqKbjYor4sWg0wvvTKazhsPhsGTrEGus6wm+M6Dmg0d1l3JkiMBoNIrxeNwIs6DyiojG4gmx0FrZLRebZvJadNfpdBqLNtRvUhhKKcR4sUypqp8YKsNZt1xscrepzVSgBNW6Vp/cnEBt9omQZvdkc8UCUPnzeipiPZtut9swinx/1HcKyZGx0ycNhN4TZ3c42XElrndH7yrftSpVquwnnCRT70lXM2Za+tFd8/LCSc9PJpN49dVXy8Jylf3KK6/E+973vuj3+/GZz3ym5K/WduXdbreUS/aVGSMYtytG2nUc9YFyHMsWKVSENkuL+Lrdbrz33ntxdHQU19fXpV7Ks7/ZbO5tjc7wGAJFfmdcti8ojLiL7VYmFQ855LoTeVq5+JCLEiPuNqoReKadl1xdXUWv92K7c9kf6VM9E+lveY43m01cXV0VJjziLsOV7JA8GAr7ef311+P29rbkula4iWzdkydP4vT0NKbTaWmf7iNdz/ASTdJo39THDNesUuVQOTiG2oFVRBQlFnE3O9xuX+QeJQDmjDBjTaVMpNA0GPiyc2bqjKSUpLPTOpdA1QG1FDyvVxu1EGaz2ZTk/QSOUlBy88moKF+mgKWUpgC6lJYDRoJUzb4Vj+esgeIPpWCdkWdfaOJAQO2gPasHn41E57Kv3N1I4Kp767vuL8WndFO9Xq8YQU5KfOLlkyhOQAio9ZxocPk8qiKtUmV/IYPK8DTpSY232WxWsjQwXal05ZMnT2IymTRCPgaDQQHaT548iTfeeCOOjo5iNpvFe++9F1dXV/H8+fOyYI6L6bjVtsIKlstlAWbSD9QZEc21HrI/3e5dBhFn15WijtmmdE+CVPWRYstl09R+ZqNi1g+CaZJADG9QPysUkbZSQFdgVc9hNpsV+0VmezAYNEJKxPAy3ESAWuGKOpdl0Rso/a74eQFqAX/p8tvbF5lYlEnkfe97X3Q6nXj/+98fNzc3cXl5GZ/85CdLnu+Li4tyrTYF0qSNoFk2h8Sa3r/hcJjGVFepcogcDKgjmtuE8+WVotJ5XBTGMAUe47kEiwSUPF/ibr6HhCESDlojmnGBzuy2uYWcTW4r088j4PTQCpabDXAaMho0hjewv7N+chdi25+79PidXgafMPlzzFhsZ849REPl0cXrfeOgP5OM/a+Ks0qVlxMfgxHNjBERzWwQroc81lieO60lIaHC0CzPDCJiQfdSjHbbxk2u49UWeuPo9XLg6WXQk8bF3CrD9Q11o+vJNr2W2QZ9Z32cRWebI5qhEWyDl029K1BMIov2we1mZjPkEcjCLdtspt4RgWK9IyybExC2iV5yxfLz/WSoKPunSpVDZW9ArZfP0+8QVB0d3WXvcHZU4I7nU3HQFaZ7RNzly3TlwgHs7KUDJh2XUFlpkHNRAmPMxHBIWYuNZr8wIb+EcXqaEdNwiJUgI8EwBoaDsB16BmIUlIqKrAsX35FBYL+xTCpFKiY+HxoINwrO6rOuNLZiEcgq6VpdI1aHRpn1J2vDdyKbEPk7QFa7guoqVQ4X6VSG4zG/s0LilC9YbvntdlsWIo7H43j69GlcXFzE6elpvP/97y+ZPrTQL6IZiy3iRRuJ6HeFFSjzA3UpvYzKteyAWmEB+q5y5Xml50u/bbfbwkoLXNM2ZISLdJA8dLQdOs6YawJU6lQB3ox8ctKGOljPiXXkp+wSJwwR0dDXerYMFyQQ170iorFwUF5cTlhky2T7tehQ28iPx+M4OTmJN998M4bDYcEDqs/Z2Vn0+/2yqFKeisvLy4YnlkJ8QanAusqhshegdkAV0VwMQWXDuFj9r2NZaAABNVPy6DwB3YxV1ncOUB13VoCKg+dRaaiOAs6M6RVA5mIWTRIUU0ygpj7R73LvCVi3hSxQGVJh+bOQUdLGNwKeEc00ep1OpzFDl/jiPx535oZ9TVZcRpVuPge2DKmQMme/O1Oh/tC7RReyYvs8xEdtI5j2BUd6D9xQValS5TARIOp0OgVsLRaLEsuqsA/q8Yi7zcG06Yc2BXnjjTfi7OwsBoNBYain02kJ75DOFehTCtXNZlPipY+Ojgqwvri4KEBaoRtOHFCHC3hxMzDFHlOo27kJGHUNwa7bHjKrDqbbPJcZucGQFd6X/URPo0CtdHDGovt1Kl+hNBKGUuqT13LioTAYtoG6mOGHy+Uynj17Vt4BPYunT5/GcDhsbBqzXq9LaI5C+VRXhZuyT9WPnNC09WOVKvvIwQw1GUHJY8IvCGCYzidz2XNARkRZyJIpKf1OEO6sNZWKAzzdnzvo+QpoGQO69DihYL3pFlQ9HlrlnTER7hbMWGE9Fy64FLiVwiJo9efm4m5Db5ufQ0Xtz9nvQ0PGNmgi4ufx/eBzcyCs552B6Kyt/u5UqVJlf6GeimjqBelrruugzqAXjjHFKksAXOso5vN5YR91vdaj0E6498lJHwkJHoYASFyPZ7qM/eBhabpHBoY9lCML/+A51LMP6a02QsFtSNaOzEZmtp6TAv5OAK57qh7Hx8exXq9TkkiECVP/idC6vLyMXq/XmJi5jld8OxcZuj13fKK60U7sG0JapQplL0Dd7XaLS0yDTQvGsvgyCV/aTJFE3E8DpwFFFxRj2wiwvByxDZ69wWf1uqfn2pRyECuh2bUGu46TlWCbuXBF9ZBCYT5pzeTJRHtMIV2BnMU7ey2mhmkBaSD0XUouItJnJeFiRk6i+C749ZwguRGhoqJRXK/X5ZlwhTknC2KUGDLEc8g00Yj4RIeGguVnxrJKlSrtwvHqmSEU/kB94d4/6TIxkOfn5/HkyZOSHUlerOfPn8dmsyk5jZUPWttuK4xOoFneUGXlEFuuTBzUZQwl4fhXeIfHbBOkSjwsz3UibQrD+jiZIMnCY7RzvK/OdXJD92HWDXqGla2E7KzrSbLVrvcJtiOiPLftdlsWObKtao/qNBqNSj30bJj1Y7lcxmc+85ly/nb7Inb73XffLduWa8GldnCU/Tg/P4/JZFLelV6vV7wZmRdW7yDDd/hblSqHyN4hH4zzjbiLbc1c6xH3X05XMO5i4eBV7JpAFENIPDSAA8Zn4AwtoVKQQuX1BNTcIXG5XJYBulwuiwLn5i6u/Gg8BJ4FiNvCPMhSuHL1P7ZTAFyZQNQ2LdRQ+525cfHZunsDyALreQi80yvQ9kxZdkTTO7DdbhtZQRxc0yh7nfmbGz6+gz6hqyx1lSr7i8YlM1FojIqMINGRCVPGjUajEt6hchaLRcnKMZ1O47333iu7+Ek3iCggmy2wLkDIfMQCZATXzqozzIweTxInzuRSl7Qxnbyvx0f7b1mZDmh5XM+EdZV3gESKmFy1jcSPbKuejbPIrI/KEomj1Hu0tSSCtttticlmCjvFsSts5urqqrw/q9Uqer1eLBaLmEwmMRgM4unTpzGZTBq7bHY6nQLWp9NpWVek39Qn/FR/8Ll6f1apsq/sHfLRpjw8PZsPcn4SCGeDlvdoCwXxe3jogStAXqdytXCEwJRleOJ7DXyyIVReWYiBxzkzLZKzFA6yvV/Yfw5S/TfGprmyzsT70u/L/nOmmIwC6+muNvda8FmpvEyZZR6NiDvl+JCRYfuzyUFVoFWq7C+ZbhBDvMvNnl2jlKtMu7ZYLMois9lsFpeXlyX2V6QGGVaGdtBLSEAp20O9rnMimht+eFvp2aM3Um3huZpgtE3mdZ7qw1hq6iqvQ3a963gSCsx0QXKEtkDeQko2aaC+V9vcDuqPu06qn0RIRUQB2h57rnrrGctWiuBShg8BcD572nYSMrR5ejc5gdD3KlVeVj4ngFruFw0kV6JkhjmYfTtQnu/Ax2fqHATcrVDAluEiXnd993ATChW9ymNsl9rp4N7vRzfbZDIp+a414xZrwrzQZO4zYMi6OzOvfmVIiZS+3Gzu5tOzcaXL/iEbrWucpSaQ3wVy2S7dT4ZMf2K9vd1kwfSsxUS4Z0CGTd+p+NkOLuSsUqXK44R6k2CLOwa6/tY417gVaaEwDuqmxWIRl5eXhZW+urpqsJkRzQXt0jEeCsb9AcRUE+A5+UI7wXb5+hyWT/JH2UQEbkncEPAxdpyLJmUv2vpa/6uciCix5OpP2kR/DiJ5lC1DbYi4myCobwneWX+Vy70ClMllPp8XO6DJkUJ1bm9v4/T0tGS20nHuPKly9R5dXV2V/Obr9bpsH+/PSXrew4bIVOsZ024JK9T9CKq8rOwd8pEpSGdvnank+R6jxdmjQNQuoKvzWCd+PvQbjzFGzAFsG0PtCotALGM36PZiWiDGQXtsHcEjAbUrVL+/s7EyDmSnybB7WRKCah7TJ8Gz2HmV46EzPhFy8f7LXKW6F++bsV8sk23IDBHLqGC6SpX9hUyle68ENp24yMYaGWqRM9qo5NmzZ+W7NiWhSHdyjAswcxdBsaDS+9LvZLnZJtev1MfSe6q79BKJEOl2TvZZPvuE5BJJpjZd6CCXISS6j64lsOYCQtVPz8ufY+Y5Zj9I19M+arKyWq3K5Ej31/NdrVZlkxX1u8CzWOntdlveBel9/X9yclLaqmxgTs6oXQwHJfgmwOZ7Wu1AlZeVgzZ24cBzoEXF5Eoj4o4Z9tluRDQUYxbqIWlTzKqH/+7n0hDof93TmUvmP+bEIasTJwtqO8M7CJ69zzQbp2LTNeqbiLsFj94Wfnc2Qn0vQ+NsrvefPr3f/HlzokKGmSC7zX2a1dnDXRzQE0w7q74LGHu9/XgbMK9SpcpucTDdFlImyQAr46WVo17HBK6ZqpTjlWOb+lP6VOfSzkikb6jL/DwnY9wL1uZBdDuQ3YPn7SIw/BwnUXivLFzQ46P1P20SbRyfi+wQ+5hp5tiXYp0dnPszolcx4m7RuWwVJ2IsS9vIsw4Ueig8xDHT/xFR3q22nNRVquwjewFqDg6PT4u4S3MU0Q6OGSOWJa93sKXrGWOluvAc/k/GITsnE2dSNYDJRFAhZSDdV3CLFRBDLbcVgWdElD7jbJruMrHadJ+JbWbdOWkh8xFxpzhYdwL6DFQSuOo+fk//Tf1PJd8G9FVnxrp5DKEbNxpsvg+cyPlkwAG3v8eeDaRKlSqPF46nTC9QOMYj7mzG8+fPC5BmNiWx0oybJqgWGIq4v9kT9RGBpuqZhaZRGJPNibfvvig95wvICZxVB7LK1JEeukIhWGafR9wRFlxESPbZwSvD9LgAtNfr3dtZ0mOradv0XX3C7dUJivm8yGwrFGO73Zbt2HlPPmO9I9vtNp49exaz2SzG43GrJ5vrkdhGD9PUMdWBZFeVKofISzHU+u6z9UzBkrHMFEsWfuEDxd1n+9RX0sYuc1JARURA3TbLzdrH3al8cSAVexYqo/K5bSrPU508DML7LGMuCNqp5MjmqG4ZQ03xEBcZDTIMZA2yiZL6R/9nbI0/K4J2ld0mD7Uha2eVKlUeLz6GXOdTsrEtD50As8IzxE576B3vx5AGlu0gLtMnHiPsIqJD5bGtGejNwHL2e9tvu8C9s9eu4zMd7kSSEwtuFx6z9iVrG1nsjPDI3g0y4bT93h6WxcmWQHv2jN3ukmF3cfa+SpWXkb0BNdPkuaufL3XmfiK484FDxiBzzxFIHRr36oA4K4Psdtt5zsJG3Lm8ODv2QU1WhuyHJgru4hIg1WIa9T9XUDNm0dkEPhsqTAfTmRJta7+zMuwTfndXq9/fGQ2238G3l+2f2YQiA85iKLKwpCpVqjxeHjN2MtugP/dKUicSOJMwyBhcMqbcDc93xsvCLLJJvpNDEoJVB25qD1PKtoFj6msypWqnTwQyAK56tIUhkj3OdLeO6xqGvpChpV7WdXxurrdp62jvdF96cHVcz63b7ZaNX25vb9MQDLejistm/2gSJh2vd4A2NgPPDL2sBEuVQ2XvkA8NXm5jzQFFt5PSxUlcmZK51aAi8HJm2UMu2piCDBSz/vrO/3kOFY+HjhBQUqloZbfYaQ3kzPWnAU5Q7oyrrtFCD26Eoq11O51OQ/G4otdzkMgFJkWcAerMy5D1U8Td7lYsp60ufN5Z//gE7CHGJuK+V0B18fvLtcec4W5oH7pXlSpVdouPKQrBl4/5iGh4ApV9w3VvtlCOWZG0qE960Rlofifoc93mLHim99UW5s3nBjeZZCBa32nbGPbHNquuDMnIEgKoXh7O5/f27E8RUTbkaZswuW0haFYmFT4H3U+AWaBddSGYl23T/9l7xWemDCP+7ESc6P0Qmy2w7PZOf8rWUgF1lUNlb4aaisaVDpXWLpY5O+YsBM/VIHDQxDrtC4gcJGZtahtYrmBpHDyOrw20ksF1EK9yxQj4BIIsfTap8Lq2/R0ibLeHfPg5Xo+MqcqO6/w2aWPGWE6mODP2qQLpKlV+bsVBbWYrHtJpPq4ZJsawQZIXnJyzHLdNDqpdP2T6LGO6HYhmXrJdgM5tktdx1zVt/fUQuPc2KDyCxzJGl9c5qbKP/eZzbevHNvLDmXke8/ZluMP7Qt+rVDlU9mao6TbXy8cZsQbkLrdXVm72XeLK1xeRZSAsA1VtAzmiCWQ5GH1QU+kxGb8zFG5E6DZTO7jo4qGBnMVQk33w+HJXwDpGdoD3pRGigpTwuCt/ZzPY7674OYFoez8ypZwpxTZvg+rjjAzjLWWQ2xZkVqlSpV00rjK2Wb+3gT23DW16gSAsY5vJ4nY6nYbni2tYdA3F/ycIZtYLJzycQPI6eB85sCT7Tc8dGXPej32aEQSyxwoFdNKAnwSi2aRFXmWFfbC/mUub3kUyxg5i+WxVjq51+0xm/fb2tuTU9nr4mitdqz+GC3k4DN+nXROUKlUOlb0BtVbbUlkSjBFQR+QMYBuzKcXZJhlIzs7hIG27r4N4B2BUCF6uzlUGjm63W3ZBJGDVdWxT26IRGpWsfgSGBOIMHfFJDu9JhcXrs/5TPbxP5Dpj3bw9bYqK7s3HsAEZk8Tfsv7J+pXKVWEzchO3sUFVqlR5WEgOcKxm+t3jgh8DvqU7XWfzfgT0Dqgz/dE2mXfQ5jrVAaPq4d5Ir6vbI078ORHJ2pnVzcvhxiy+RoRt9nJpcyS9Xq9s4a1n5oSTewQY9uf1leg+/p54nejhVdpD7weG+ZHc8b0i/J3ic9PzdbBdQXWVl5WDQz442Mi27sNK80Xn50OgWffx87KZL8Vde4+tK9lSV5RU6hmYz5Qhy3nsAM7Oz5gI1m1Xex4r/myyNv1ciLPTFDcM2bV+ftY/FURXqfK5kX08kpk8BHL5yXu5NyvzaLXp5F1CgLwr5GHfdmVgOat/Wxseqv9DuvEhYZgHCR7vV7d3WTn0IHq9H7LRbqtZN79vmw1tI25ky3aF+lSpcojszVC35YOOiHsMpmauDDXg7JFxcLpexzzswAdlWxwtz9k1QDhzzWbifm3GuGu7VzIj2eDexZKoTwXMyVS0GQSWQ4aafUSWmbN6nSumgTFnvBe9DZ1O595M3uvH2EVOMFhv9rFnNvHnmYFgrwufIRkLHeeiHbFWEXehOmJ2qiKtUmV/yYCtxIGXj3N65DSmM6CTeSwdWLcBbz+X99Bx1YPn+eYm3iYHrbe3tw3W03WfQhdcVz+WTGH/6X7SswxtoT2jnabedXunenkYCDNxMLmAb43+EFHBOpHJdtuhvs9SGTqLnQF62idhDd8IiO8e78H3oabPq/Iy8tIMNVlqDuwsHIQDu9vtNtK/EQypvIimQtVLn632Zt14jPXmIOJAcxCWKbrMeDDmjAoou7+Dbfabb4XKa+gG9HpRcTLdEZ8D6+tKTHVmmiGe7wqIxiArj/3iz4l1l0HQcxCwz0A1+8VBtXtJ+L7xedI4003LfqygukqVx4sDIeoY2gKSA5lOJulCfZXlDvYwEZbLOjjY8nShbWsmHGTpPrsIkmy9Cc9zEqoNRGcTA2971k4H1AwLpD2VreBkgfo9q0tGWh0fH8dgMIiIuLdRWMYgs80eKx9xPxc4w2ecOPHfs/dJZVL3u/e8LRyp2oAqLysHA+o2paDPXS8oB5gPHgJPnz3yPq5Q/bw2BcdryFpk1/oxDkgf3Nk9szqo/dn3TDLF0VZudh29BlkbvC+8jLbnkIH0XUY26wN/1g+157Hikz5d/1CdqlSp8jghWNtlC1wIjh6STM/rfm0614Hby4zzxwKsXYDbAaXvvOsL5wg42+6f6bBdeo3PycvMJhdZ7LJPVnSeL/hriwNnfzwkbe3jfXZdy8/H3mufa6pUaZO9AXXb7F7AtN/vl1k5X1DmzpQLrN/vN5SMWEMBQQdnEg4qV14U/83LYKyWu7pYD4pYAS6gaMt3qvPb2GX/3evuZbUxzv4bQ2mowLlSm+41Knud43XJFKWHk2Qsyi62w/vF+8HLcIVHFkbfFcZB9p5t4ATsIcNVpUqVXKTL5V26ublp5ISOaA91y1z/EU2d6BN/nZuBarcPfp/MAyppC01znZD9TyKIDCrPZ9aJ9Xodq9UqIqJkhbq9vY3pdBrD4bDh8WQeabL11KfUv9pjoNO5y8jBdrh+935n++RB5P36/X7pL3oTdGwwGDSeCUP6sn7L3hH3aEj4/LlZD8kYgvt9wLyHKqoPq1Q5RA7a2CUiV4RUKBzYEfcBdbfbjfV6XQApQw70v+6hsACV6wpUsmsg+G9tYJsAOwOBTJFHcO1leriD9xWFitxBKEMjWB/2jbeNwFGK0JUYQz6Y8aJtpyg3gHwOrKc/n11MUtb+NqXXJgTFMl6MnXbXYgbMK6CuUmV/8U00IpqZK9oAcNvYj7gPpNrAOe1BpvcFCumFdMnsSBth5PVt+54BVdm+1WoVi8UiIl5soLJYLBrHmVKOdXEvnuyjA2qmuyOQdv3okwzXlRHRCCUh+cI6ZkCX5flxht5lulj4wd8Jfae9FZZwwqSNjd+l49U+hm5WqXKIHBTysev/TDToCZo5yDudu61BnTnWMc3Uec9MST7WzbcLNO4CcFQurgwyxuQhMM37OhPTxvDyeNvOXLyOMcpcaMhzpTgFrqmIH1JObrD8+ex6Hs6ieNx2Vj6v4/VZTGDGdFSpUuXlRABply7OruGnf8/+/1zKrrK9TmxfpmvaJgAEjx7LnLWVZFQGMr0eEtlHn3Dw8zGMexuryz7w2PXsOcoWecyy28WsrW1kV5t9zdrEvsza2/Z+ttncKlUOkYOyfLQxfJxhbrfbVhbBU/II4HFQcPEYwz8i4t7/DzGOGdjLlEJWNtvlIJbhHs7KEAy2LXrzMAkBWm4Y4yn5HGTzdwFP5mZlPeVu7HQ6sVwuy6yfiwi5qYEYAG4Y0LYYtc016TN+TqRkFDiZoruyzW2o3x9aTKj+9PfMy6lSpcrh4jqJOkhCkiQiCviKaIJDEiq6zgFWpp/56ccj7pM5mU0go6z/9ecbhkgYNiddSi/Zzc1N0bXc+vrm5qYw1Nvttng9PWwmW6wt6Xa7JWySZBPtkjzC1Mvb7YvwExcHos5CK4SQtk3tUf1pH2jXOCHJPBi8h87xtvKZ0o745MUnPypX3toMH6jPashHlZeRg2KoHeQ4iCK4i2gmYc/Yav3PAZeFlqhsXessMAcoBzXlMSxJlkWESs5dVpmbk/dlX/gg9xkyQTKBsdcnu68zGP79+Pi4AFHe1ycFEVE2QfHV4t6HBPEEyRkQ5sRJZbsXQnViYv/sXXPJnjMVdMasVDBdpcrh8tixqHM5ASYIzMokwM70uO7TBqZdZ7j+dWFGCQIz6j/aKOpQrlmRHhSY1p9viHVzcxOr1aoRdkd9L72VZaDwiQVJEf1OwoptUlkkLPTnepJhJWSrnQmWzZZ3c71e37NPbIvbvoeep3thfQLkRI9jiwwX0A6rD2njq1Q5RPYG1A4WXUFxsLnrnYwEzycA10yeAC1zLfnCibb6ZPV38dzP2UBnqAfP9V2yMoXgCpF94OVlEwj/42+sUwbmeZ5yL4tNZs5v9p0z3VRa3i/Z5IHPjEqbbfcJjfe5h6bsYg1cqWZ1bAu3cVamSpUqj5Ns/O8SBzPU/dIJbRNj/uZ2JLs/md028oQAkZNs6hPulOheOnoXVUcnIDIgTN3qQC/rY++rNl0snUkQ2/YMSGa0xQ0LnHa73cZiRtbJy2sDud5+7xvv+4j7ISL+bPzP79kWzpL1sZ4jFz1WqbKv7AWoM9Yx4v6K5oi7VcU6zjKUCWS73TZmn2QAnO3kDP729rax5WkbSOY9dwEzKpW2NmaglX8ZU0xD4bNnv8br6K5TB85qoxZHZgDeAb9Wkne73VgsFtHpdGK9XsdisbjXl1QsAt/b7YsFNFkmECotvgNtW8iy33UvuirFFpCpj8jj22n4fPt1MiruEmTqqgqqq1R5vFC3ROxed0Ih0yk9IcDGULqIaISRUacR0O1aREbA3AaSHJBRH5Bdvrm5KZtA0XYNh8OSmUNty7a+jrgjbsiGql1t5JH6jCw3ASq9psfHx6UvFd6nNqoc/a9sSJwU+MRD1y2XywYxoY1enHFXXzO0pS2emnVrI0QyQM3t1dknumf2LNmXbB9tsPrv+Pi4AuoqB8veDDUBSkT7alrFNkU0FYNe4jYl59cQkDlYVX0cLDuj0Qa6OaCcbcjanZVHoEcFKaYga2cbKPc2+HcaLf1PsJkxPFSWWgV+e3sb/X6/kQ1DBo0TC52fgVBJ9uxdKT4mfpEMD42EP8cspjBjQ9h+j+1mezK2p0qVKo+TXUC6jXHOxl8bo5r9xnLbJsIEdG3sN8/NmGimmSPQZp05sdC1LNfr00aOsG+y+nlZAvQSZ6ip81gXZ3jb7stj+u7kkfcfiYns+bbZVic6InK7znsJVPNT9+Kz9Ptn7eVzqTHUVV5GDgr5cFD9kHDgPpSWTed7qIGAmQYaZ54O2HVNxl5QkZEdbkvlQ0VCEO3gVufq0xe2ZDNwXp+Bagf7uwB/Bs6zdgs093q9OD4+Ln1LVsjbxWNiV3aB0UwR+m9Z32XK2BUtWQ+JuxrbpM2Ytz2XKlWqPCy7xnsbkCUxIvDH7yzPwzecWJGtcJ2cnZPVi+SPM9QkHLiQj22izVEO/Ig7XRkRDS+c6+rb29tYrVax2Wyi3+/f88hR72d2hPZC5asN0vWqGxeY+zN0HZwRJ4wRJ2vd6/Ua7DH7M2OaJfRkt4UU8pm36elsYuJ95URPG/lUpcqhclDIxy4wzQHjzGZEU3kRKOp/DkS+4HTba5Douizuyeuh+2gGyu8OkP2eFOarJKCUYqBycJbDFVYbU806+UKVNtAsZZ3dR/eSsj0+Po7hcFjauVgsYrVaFTegFHFb+9W3dFNy4qP66NOVqLefx+im1afHLLphoRHMjIUzMjpHLl21uUqVKo8XB5UEfxSOLSdCMqLE9WDEfVDN/+XFzMiPjBSQuE3Rn/TBer0uAHm1WsVqtWqEa7AdEdEIs5C+JajWvTqdTiPkY71ex3Q6LeF73m6XA+0AAG77SURBVBdiTglmqR/VJ7yeE5Tj4+O4vb2N5XIZ6/U69R7zWT2kU9UGhugsFotGKCev42SAtoPP0t8pn4iprT4pytqRZWMhnmAfewKAGkNd5WVkb4Y6YvcCsex3gjsBT1d6nDE6KxnRnuuY/3PQ6posYwcHEplbr7sDQWd5HRyzLh63lrXpMX3HOmcsNNkcP5aVwxg+9Y/axBREfl+vS8T98B+fIPn3jFXJ2uv9mjEUVNiuxHeJP4fHPJMqVarslrZxzHFPvZyBbj8/K0PXeznU9bxfG0PuE2z3IhJUEsSKbMjaTQBJsKlzlDnJrxUDLraXqenUPqb/ZF1ZjodhkEjRtdl6kcyuqv3O7jrRxQQBzjQT2HPiRGDM/m7DFeqXx9pOB+z6jXXJ7uULRatU2VcOAtQOYiiZAuVn5vJqA5G6l/7PwF32m7MlBMFkfJl/OWM1dH9nTFQGFZv/ee5mtsX7MRMqyTYg3Ta7pzjAVP2loJX7VGVKsdNF6v3OWL2sHc7eOBh+qK0R0VhsSUXXpuwcJEdEwwjye/bMqlSp8nihbt0FQB4a87uu8XOy0A9+1yJG/11lUV9y3BNIM28zgTRZ4U6nuQMgiSKFP+jeBNQqPyIadkT3jIiyPbn0r4fi0YvowJZAn/qQtlBEivffQ4TEQ3ZHwNqfF/uez7ZNdv3u9ohZqPQ8d71Xu2yHfq8hH1VeRg6KoeYLrGP65MsekYMtjw9rG2xt8U+8l6e8cyDd6XTK6udut9sI8+AChDZWVZ9ZXJsrXipfxtKR2ciUWJsB8fzQDigF3DPw68peRkCKXH1ye3vbCP/IXH1UNB4as2vywefxGPbY7+MehDZWum2i4kbTgXbN8lGlymHS6XTSDEMR9xloB74+4XZmNSMJMjDkLC1ZUgptkS8sjIgGm8kQMIV8EDBTH0knKdaaHj4SDry/ypP90T2Wy2VsNpuYz+flmsFg0NDf0vc6121cZl/IUDOemrqdepXXkv0noyzwr7BAD5nMGG/dhzbBn2mbDs6Oq//0TFVuW4w4r8tsln7znNdVquwjBzHUEffj2B4SxsVKfFD54POyHaT5bxmby3tkYNvr4IDamWkdZz1dEUlhZTN25n5+DIjzOlB4PwfV3qdt/ejAVZ9u1Ly/M+WTgW+C+4cUVfbc9lVyDrQdxO/jJahSpUq7kDjZJW2EwSHSNikngHRhqIGHdHi5TiY42JQ4aaEyBO6YEjADrn6dT/BZb50jUM12qC4P6bkMyGYTISd4su9ZSEemR9uu32UL2n7LiDW2hce9LrT/bff08qpUOUQOBtQM/M/AnoTgyAFpBow5GAj4tBCQbLGD64zV1EyWoQ4qjwtDWJ82kCil4LF1+lutVuV33+6Vn95eB7MOdH0SwH5iWkGVpb6KaMb16VwuDFL/6Hqt1nZPQpbqyZkJPm+Wz/ruUqY+sWl7JlkftjHVXi9nlCqYrlJlf+l2uzEej4s+duIion2dy2OJGLKzbTaGDHWby18Ad7PZlEwdToTwGM/Rfbfbu0V/CpOTTqXO9ywhYrw7nTuPptun9Xods9msgP7VahW9Xi9Go1Ejx7V0s7yfbQSUvpPcUSjKYDBohLewr9WfGRjNAC2BNeO+2wiQjBwiEdRGbvjkw21ItnjSP7UwNCPYKpCu8rmSg0I+IprKLuJusQKBHK9x1jfifkogzmL1u/4Ioh1Q87g+udhOK6S5EYrSxrWxtGoTFbYUs9xKvrWsp1mSYvO2Z8aBfeKZPfxPQmDMGDIaAY/zJquivlLM3+3tbWNFuj8H7+/MiPrkgc/1oXjvTHgfumYzY+0MlI6zDTQmFVBXqXKYCFA7+PKwA18/krGabQCb+oL6xW0Egd0udpO6u03aFmar3rIhSjnK9TJKfSeA6TrRbZn6inHT6/U6+v1+9Hq9WK/XZbORiBfrSpStQ/dmKj+FMBJQM92fiBbVV3bD8zgzVtz7sI0U0dobJ88oThi5Xcg8irynJi68P98nPju2R+fQbpHc878qVQ6Vgxlqic+S2wBKG9DKwjSofLP80Lv+Z7meEsf/sgWK+j9rhysY/mlAex84S52VuasvHjvYXXl4Hdqej+5LMO738TpmhsKfx67PXf3R1j+PvX5XuTT0u97VKlWq7JZOp1PicbO45QxMZ+f4/w/phTYGMyKP3Xbw3gbaCMwzhlbfM08hwRwzXRDo+/X6n2RIRDPMQ5ttibQRqeB/EVFyTKu8NnuRkSK7+jbr57bj2efPFUClt4P3zJ7tQ2t3qi2o8rmSgxhqKVO6uyLaY5QE8nxwtTEKD4FHMrwOivW/XGVHR0eNLbfpthND7VkkpIi54luzeilNstH+52CWbDDbrvrJhdjr9cp3/S8GmTlGnTFWn+h+NHDsS87ueb6DeboOOTnhM2sD/6yLymBdsvtndc0mS/QYsLyIptL0BYx8Du4GfWwse5UqVe5EDLUW1NHtLnBKllefHI8EnNx63AGnJLMhTuhkscTOcPq1EfdzF1PHRUQJD5QuZHmyE4vFogGCpfPVrtFoFCcnJ9Hr9WI4HMZgMIiIKMw27xsRJW/00dFRLJfLkkmDoSUK29BeAs7Yq46y2Qy1kIjFpk2VzfNn5f3C/pJ0Op1Gtij95mEqXhd6UP35uLSRWSo7s0kZ0aXrNDmsUuVl5CCGWopFbimBTioPiYO0iPvZIHQez9d9svM4UD0URCB0MBiUOOnRaNSInRagHgwGDSXpylsKyldwZ/lJnaEgMNdAVSyc7kfA7GBaEwL+ZXXNDIzqQiXKOqqvCHC9v1k2AXw2+XDDR+ZFdeJvFCq6Xc+eSjlTjm4o3fhmhjVbIFSlSpWHRYBaQE6iMe8T1Uz/M4RL/2c6aBeLSu9bRsIwTKBtrPtvvLfC4URwuC0TqF2v17FYLAowHQwGjeuk609OThrHVIbirAlAF4tFqc90Oi19RCJLfT+bzWK5XJbnMhqN7q1z0n0l6jfZcIb/eZ+oz9yDK33M+HCV5WumVI4Tb67Pda6H3bh4WlS/hp98d3ie+lMZQ6pUeRk5OOTDgQ7Ziezcx/yfDZrHShbS0fbXFgKSleltzFyHroT16WDVf3dm/aEQFWen2X8OMNvqnM3+21jiNiPVZuwe6oPHlMlyH3pvdpVByVjqKlWqvJxwoTjlMePL9dAu/eX6LbvfQ7ohY6/b6uw6mro6k12/kYQgOcK0eyQ+eNyBn+rZpsv5yfMzEsLb7hOKh9hagm6Wses50F6ybVnfeV0zG7crlOexWOIxbHiVKo+Vg0I+yJJqxbFeZq4cjmiGNuh/lpMprwywkVX1kAeyzm1hFDquMA+GUWTMKAfpdvvC/TWfzxuLUMisKswkC/lQ26k0+/1+CUUZDocxHA7LMbHr+hTjTmbbFZrHMvpvnMUTsHo7dD+GQ2QGLXt+PnkQG/EQoM9Y6SwcyCcuYt51TTZJ8D7ImLOae7RKlf3k6OgoJpNJRERcX183wgP06aEH1Fkab9qMhYv5pJd0XRbGkREKGaDT9Zm3LKsr9Y9siOsj2rDhcBgRL8I2GLYiOzMYDGI8Hkev14vT09M4PT0tLDFZX+kx2Soy/bI9CqOQ/tf9IiIGg0G5p1jnzWYTi8UiZrNZWYTvBBhDR3wi47pSfSNPq66RnudCR9f7bK/YeOpwtdVBMm2V7L4Dc252w2wjfBe4j4TLrslalSr7yF6AWi+1BpCEYC1jJH3FLweJzpWS2MVW+8ASyJYSE0gWYGUoBYE2AbXfhzFyVPbcrCVLuUaWwlcZ6zwy0QzrEKCW0mPoB9vDa2VECPgdPEbEPabC+5FlyIgwJi1jiV3J8XnxmOri98+YfV7r74azygTPDqp1Pj9pkL2sCqirVNlfut1ujEajWK/XZT0Nga2PM2cAOYlXqAdBN/VbG4OZ6absPtk6Ca8bdbR0UJZaldfS9nQ6nRITTc+jAHW/34/RaFTANXdHlD4nm837LBaLmE6ncXNz02C3ZZsiXgBq2bbN5kX2D2UEcdKL/eKLG3u93r0QmUznU7ey352x5nm8P4Ev25s9KydPvA1ZGtTMPmXYIrtXlSqHysFp8/wYlU6mvDIFmJXDF5/i2T6cyWxjr31A+T3alDD/Hlp02NZHPgM/vb6O3/yX/lL8+W/8xuicnaXt8Lp7mAf/snuzzvyfdc3YA38GWZk0mG3t3WXk3Fg6mM7+bzOE2eSB53BCk11fpUqVlxOCz0w4VjMQk12XXZOFHxCA+7W7yt4F7AkepXO5jbifS69oxF1aOyd5xB7LC8nYYgesGaAW0bLdbuP4+Lh4K0X66N6qK9f6CHCqH6kbM9vARaX+m77zeh5vsxuuiwnIH7Klbov9GbvNbFtk/higXMF0lZeVvRlqrgDebDYNpeoDVINMA1yKwllNxgzrf59NeogHs3WIRRC7ywV//t1jlB3Ike1drVZlhr9arRobt+zKDuGzeN3nV/2tvxWf95M/Gb/8b/yN+IHf/JsbSpthKr4wkWEenFiwnwn8yX5o9k5l3el0Sm5TGQY9H5Xvi4u4mLFtotLWF2SbVPY+yssNQbYQhb95LtmMKanAukqVw6XTaS7Uy8CUx8hqzLp+9Gsd1LktoH5S+dn9aZPcO8Z2sI4MIRwMBjEajSIiGiyu5Pj4OM7OzmI0GpUtwxeLRSm32+3GxcVFvPbaazEcDuPk5CROT0+j2+02tjWnrZSuVxsi7mLVb29vy2J630JcNnG73cbV1VWsVqtYr9cxn89jPp9Hv98vYSnMTEI9KWabJBD7mH2r890OaUIhkeeC1zEDCJ9BBvB1H3+O6iv1D0OGPOw0Y6b9Nz6zCqyrHCoHp81rFPJZF1bEfYCnwamB0OZeJ7jeBaj10uscur/konPgRzCeZangfTybh1ZwM4WeA1gJQz5Y7rd9+7dHH8r4Sz/+8fjSj388bvr9+K/+1J+6F//tk4GMpXYh0GRKPylWDxtxV53qr3uwreoLGTIqvgxQZ4bS+7qNWcokY0UcRPM83znLn1kby1KlSpXHCQG1AyNJG+MYcefydx2hc0jAZEy0621nWHmuj3+Jg3oy07IVCsfgBio69/j4OCaTSUwmkzg6OorFYnEvvHEymcSTJ09KWN9oNGrYIeoskisU2bXtdltCRwSw2R6SFdylUUQQNyHLGF+fdLDPeZ/MY+DPoNNpZm3h7z4h8va6tIWVEFSrP0jusQ0ZnvC+8zZXqbKvvNTGLr5QgwPxIaDC2WAby+nnZHHTBJ1koZ2JzjJnZAqDeT4FpAmyM6CWxQZzQP+Rf+ffiV/7fd8X/9I//sdxfHMT634/fvyLvih+5Df9pgcZ3kyoWMjWMiyFqZWcKVJd6T1guex7totta2OX2o7puIyhvyOPUWiuUDOg7H2THc/chlWqVHm8CFB6xooMqJGB1bWZ8BwH1f47xQFeFuZFHeHnuY2hzWB4hrPZvV4vxuNxnJ2dRb/fLzsbKie16s+1PJ6qlXqKpA/rSw8fCSQST2wjFzbuImIyssr7TeepHqpDVo57BQjwea6/Ixm54yD8IRKE4JoeV2+Lzs3sgp9Xpcq+sjeg5mChAsp+92O8LiJSYEsgx7RMnU4zJ6hCPhTmIRedh4Ios4cvSmQ9uMp5sViUjQqWy2Usl8u4ubkpnwSpmvVnM3v2z/XpaSwHg+jd3sa614ujm5tYj0axfPIk+o8IQVGZEgf/ctVpgwDVe7vdlsUpYgzoUmROUldUnIQ46+sbx0TceR7aFF6mWF0y1snL4qSBxsjjBPUbmSVez/eR72+VKlUelqOjozg/P4/lchnHx8clhGHXrokkQyKaxEub3sjK45h1nemATfo6A0z6Ll0XEffCCbXQMLv/aDSKt956K958881YLBbx5MmTWCwW8fz58/jUpz4Vi8Uijo+PS17oyWRSQj7YZg8nUX+tVqtia7SwUJmgHKCz/6X/e71ezGazmM/nDU8ChW1vI07YZ0z1l9kqtUflEQvQ1nt7M3CvZ+meYQfZrJfX3eum56dj3D+i7R2sUuWx8tJ5qPndj+2SjJ12xlvHPfaZn4wvzuKmPe+np88h+BIwWy6XRaFJqVHpcUVxNiAZkqL2nMxm8fEPfzj++6/4ivjij30szq+u7rU/MwxtQnBLpaw2cIfHzBXGxTbOBuiY3GhkKNhf2fvQBqoFzFkH//7Qe+MshRvJXSEeznyx3lWqVNlPRGCQxJC+8DG2azJNvaL/HyNZWALL5MQ/0xWZuEezLd0rU+Odnp7GxcVFLJfL6HQ6hcj49Kc/XWya1sMMBoMYDocN8oS6m/pKdWeGDpUlsmgwGMRkMolutxur1ars1CiSabvdNjajaSMxFHoi0oX96H320POhLqbOFyvMMBu3IRnz7ec6s81zaaey+qptbgsrO13lcyV7AWoCT48fzhTmQ7FsWeyUg/SHYqEZ+sH/+d3r7/Vp2/HQF7fJjabyfXdEdyl2u904vb6Ob/7u747v+I2/MdavvBKDwSC+/xf9ohiNRjG0PpXSUZnOurL9agOVSAbMpcDYh+yLDMhygqN2q11k/p1Vp2LexTw5s+HvWAbgvQwHzD4x4vNrU5RZf1WpUuVhkafQ16Q85jrqIMoucM3yHSS1efYeA5R0nZMuJGMy4KV7MtXpaDSKzWYTvV4v3n777YiIEgqyWCxiOBwWWyWGWW0QoBaBw3Z0u91y7cnJSVnkqEWT3W435vN5Sa1HL+X19XVJ1acY7tVqlfZlxB2oVb+2PQcnUPgbAa/bFSdVuLOw9DdDDXex0m1A3+Ojs+fPctgXlaWu8jKyN0PtrnYOEClLH0i6TjNgArtdjHQWBy0lxq3EuVkLj5OR1n0cKAtQa8W1FJHcbFJQKpOgW+V52IHquN1u41f/0A/FL/of/of4VT/4g/F93/iNDaVKQM+sHFQ4ZEN0nRbKENyzT/VdDIX3H2P02gClylL/Sflz4efx8XGjTFfSZFpUJuusczLDyu9837JjWZiHPvVc+a5J9Jza2JsqVarkopCHwWBQ9CwZ4UykJwjadFzXtYEfB83UXa4rWfYuUK1zj46OSjuY+1/p7qjrqevEEo/H45hMJvHGG2/EeDyOT37yk/Huu+8WoK1twUejUbl+NBrF6elpaYvsynQ6jcVi0SAo+v1+TCaT6Pf78eabb8YHPvCB1ueyXC5jOBzGdruN+XxewkAUojOZTGI+n8ezZ88aulP9QRvC3xha4ba7zUugPqM9Iiuf2R16RbnwMnue7n2U6H5tXorMu6pzshCjKlUeKwcx1Px8SDI3DMvjeT5AfYAT/BFEOoPN31meDyqBWF/QlwE1Z2C9Ha64//h//p/HMQbnRz72sfjIxz4WN71e/Ok/9sfSWbEDQ7EW3W63kX7ImfeMIfY+VN/wWk0UsmfEvlf/RzTj2r3P/fn5xMqft9+Tfc3z294z77fsGJWuMylsZwXUVarsJxlh0SY+3nxMZx5LZxGdvZZu9DIyRnlXvajLPDTQ9SXbQbZ5OBzGeDyOiIinT5/GZDIpuygK1HICoTAQESMMN/SwRJEXg8EgTk5OdvbzYDCI09PTUpfhcFiIj+Pj47Jo0p+BT1oYnrHd3m3OloFgHWdZfpzHSMI50N6l/zOihddkAL8Nd/Bd8jKrVDlUDoqhdqUW0VRMbWDp9va2ETah423gkGDa75+B0AzYPkZ2hXr4xMEHrYNYff/93/RN8b/5O38nvvif/tM4vrmJVb8f//gLvzD+zm/8jffclFSk+l+MuPpBgFr5oz38g/XTtewj9iNn4q6QMhDNdtHNS3Y3U7R8xjSMZMd3SfacMw/JLsbaWYm2SVmVKlUeL91utwA0ea0I1Dqdu3hcB93OEEa8GOskDfy3DEypLOretpRwXp6TL9TnigmPiIa3a7VaNbymy+Uy3nvvvRiPx7FYLGIymcTZ2VlMp9MCbOfzeVxdXcVms4npdBqz2Sw2m01jgxaJFhTOZrOyBob2dLt9ERKyS5R7WmtnBoNBnJ2dlbARZgfJCBhJGyhtA9R+nv5vCwdyEK1nSZtDj2QWQ509X97rsXZG9czsfZUq+8jBWT5cYXGA+iAlmyDQms0QqdQc6PjA84Hl4MslmynzWgFp5e4kyNY1PqsXQ+Gy2WzicjKJxfFx9G5uYt3rRe/mJhb9flyOx9G1RYLKKtLtdkvOaAFW3YOZTKR45J70dnHBYQY4ebzTucue4oaFbdNxLUJSvZxJ8X5Qn4mBaWMhGEPO+rV5DlhetkiUDD/fE04a9N0Z/ypVquyWTqfzYh3IZ/MrK8xAWXU4xn2BdpYliDo7m+C6N40LzFQOGU8nezJhOKHKUhiHjkk3LxaLmM/nDds0nU5LNo+Li4uIiDg/P49nz57FeDyOTqcTP/MzPxPPnj2L5XIZ4/E4Li4uGsCcoYnr9Tpms1lcXl4W3edtnk6n8ZnPfCZGo1EJd+x0OjGbzeLq6irW63U8f/685J5W/DTbKxtDne/A1wmifd8NltFGuGSTIgJgPUvq94zcYnltuKHt3k6QZdihSpXHykvloW6Ttpe3DQTz/Ifch9ns8SFG4iEhs+EA9KFyM5ZYSuF0Po8f/CW/JH70Ix+JL/u7fzcurq7ugdtut9vYNMUNA0G8lLBvstLGDPB6KgrOxFm+T4a8XF+IuIvdzVgCZzrIUmiyxYlWxkQ85jf/nrWtjTmpUqXKw8IJ9UOhXxG7N+/IxvRjxiX1mgPpxwDqDOxRP3gGJdoITdgXi0VMp9Po9XpxfX0dR0dHsVwuG4QEN1nRdzHIuqeDR4nrqc1mE4vFIrbbbWNDNe2IyPR5si/attzb+BjxZ/mQLaTs8l660C5mNiUjy9qwAj2xj5kUOACvUuVQORhQU7FkL6EAEs/f52VtG1TOemczVp6jAeUzTw5Qhnus1+uyKNFnxjqf+VZlWBwsrtfr+NNf8zWFhfinv/yXv2Byrq+LkhPTK7eplLiHVBBE635irdVGsultYRCqN9vDujNOjm3JwkocUDuY5f90LXo5ZM1Zzq6Y9rY4d13vLDXbwT6soLpKlcNEni3FAis2VzqELLKHfGQEi/53kKRzFPbG6/ndF61JzzmgI8jOJgOS29vbWK1WZf+BxWJRtuUWw9ztduPqsySJbIa2Idf231dXVxFxl/NfXtDr6+vYbF5kBDk5OYnxeFxCIhWaoXzTXDS53W7jM5/5TEQ0iZHlclk8q9fX1zGdTmOzudvkJSJKBhGl13Nb4Tqa9lR6PtPVPFfy2DA6Pg/aLI/ZJp5gBhIvR+8dy/PfWWfGzLM/qlQ5RA7aejwi7g1G/k5FpnMJbtvKbQM2Pmsl6+nlZex4xpB63maxB8vlsuxyJQXlkwdd67lKWT4BueLeBNa5grzT6cRgMCjgmeCa+V0VlkEg3O/378WIOUPDdkrpUhjukfUh3W98TjIo3BQgM5SulHc9O17PkA0HyBmgzvqd2Vjo4mSmkoc8IlWqVLkvIgK0uchwOIzb29uyyYtAcETcA9NOZkS05yCmHsvGqet0CYE4P/Wb6uVbp5N8mc1mMZ1OSyjGarUqoRmq77Nnz0pWjp/+6Z8uIRWLxaIAZPXR0dFRsSvr9Tqurq6KDtfaImX0OD4+jouLi5IZRO189uxZ/MzP/EzMZrNYLBZxfX19L/ZcevPo6ChOT0/j+Pi42CEy2Q6m2TfqD5+Q8DmR/JCwLzNpA9oZQSYiicSN7DQzrbjdYb2cgHGiR3bUM89UqXKIfE5CPnyWKdkFoB9broA4Z63++66/iPtbzOrah+J0ybKQ2WW4htrJNutTrArLUDm9Xq8oC86oOfvO3Ft0CZK5busXuikJMCVqi9+fINtZH5/Jtz3jXQzGY2QXw9DmcfD2txmIQ+tUpUqVF+IMHyfZziLqOwGLh6HtcvVntkW/e5143S7742tG/J7b7bYRPkE9KkJFZAzl5uam7FpLwsTT+jnwU/0J9LQInW1V+YvFImaz2b0UdE7scM0Jw00cZD7UvxnLz4mTn/e5EPcetE0AdjHRkuyYe1qrVHkZeelFiRyUfPEdvDmLumswOyORsdcayA7+pMg5i3V2tdPpNBYfatZ+e3tbtmrN4ua8rrqHK1QqHFduZBN0vcpnsv/tdltWzWeDXUyIysuUKftZDIXOlwEk0KYxVPiL95124up2u40Fit7WTME9xDB5H5KdzpiGLMyFhoL1VttcMVepUmV/EUPNfMqdTqewr9J1bRNwB2pcfKexmwGnNiDN3ygPAWqy1CI3tNvhYrFoeCulrxW2ERFFFzr7KUB8cnIST58+jePj43j69Gmcn59Ht/siQ4gWOVJHSacKTCusT30p3c0NttjH6geRL1dXV2Vh5fX1dSwWi3Lv5XJ5r49chz+ksx+a2PA3EWPqe9Y1e24eVsn60IPJ98Q9EbQLOo99LpvL/qxS5VB5qRhqfTJerS3AP5tlZmWRMRUw1neGNxBQR9wNJE85p3vrU8cIqLWwROBaSlTnuFLXfXU/xg1SqCgZxyxlxxRGavtgMLjHMNNtqZg+hYQQoGcuVgJMZhNR3QjyqfD4vPhM1ut1w32piY/CU9jXGWh18N3GJFChOpjOPAnMKU6g/RhA3abUq1SpkovC00ajUZydnRXdsVwuS6yuNsVSxgnJQ54rgse2WFn3UGXrNPh/xq5mMdTb7bawy77Jl3SKdLjaRv292bxIiaf455OTk3jllVdiOBzGxcVFSWF3eXlZCAvaMTHSBNTqS9VdIWvcyZHkj8pT/RQWojARfdd26W1x5G36O/u/jaDgsSz0kmXQC8HrVDdOtCKiPAceY/ilg20n+LgWiYC62oIqh8rBgPqhl66NGWgD09m1Yk2lMHyW6ky3h0pkad+coRYYI1PLma2zKhz0u9rls/hdLqXHMqXORBDoUuFE3BkYb0cmjFPLALWUtfpNM3uPQ2Z6rEyheV/uqlN2blt7MiUs8YlBde1VqfK5Ea7vEADU/84ot13/UOhWJn7NY8TrkxE/rmt8vQbP53FN/Mm+ai0MgRoJFE8lKNtC3U4vKQGz2uGEDdsnkadRnySSHOxyUkJ71ybU8xkj/RjJwLWD5Ox9eMgWP3TMiRaGLVWpcqgcBKj1MnJXKglnkW1sp4TxdCzPWQRdqxkpj4thVQgEczdn7IbKpoJSjlExAXQPZYPW60CGIuJ+Dmdf8Mf+8EVxBMmeK9QnEg8BUgehuxYJOXtAF6zcuBFRFub0er1YLpfFiIq1JhPcpow5CSJAzphnGhYP/cgWK7rR4SfbWaVKlcOl2+2W/NOTySQiomSQWK1WMZ1OC9PLMRvRBFECg/IwUTLm0ifUbfqG+tPrzTJVN+bPpkdP4R86JjsjIkZe1F6vF6PRKI6OjuLs7Cxef/310j8KC5FXUYB7MBg0bFtEFPvT6/VitVqVrc8Znqi+0u6HtHU+IVGc9c3NTUyn0+KlVPgfM7DwGVH/u03mcyGJRRv/0ISKNs31tOruHkq3e1mdeJxC+6xJjp7ZyclJ8SbIjlWpcogczFA/tJrXAaYfJ9vJ2DQf0ASsEh+IUnRkTd29r/M87kpKR6uydd4uBtVdZD5ZIGPr7X8Ms7/ZbFImo23m7uJsCicHDtLbQCjDWrQAJiJisVg0NiKQApLyZ7gNJx7sBypuB/4ExgTLWXaP7Pds8sN+rWC6SpWXl07nxWK70WgU4/G4gOLZbFbAYESkQCgbgxyfmb7sdDoNgLXLHvh1usYJAwnBvLyVCpfw9HKqo3S0AOpwOIyTk5Py+dprr8VoNCr3olePtoohiALxCgVRRijeX+E0ag8zVDgZsd2+SKenkI/pdFr0uE9KnHxS+3Y9f17nBA2fK58R+yN7blnWKAntFO2GE1htwroo1GM4HMZoNIp+v182KqosdZVD5aUYagKlzA23yy3PxX5SUHyRuSDByyeg9ZAPX8zIe7qy8ewbPDebObtS5m8a1KoHQbUz8TpfZXFRDBVUm+LxMnRNlgWF392gOYOd/aZ+cnZJDA0NhRgbZ6DUbw709ekhLNlEIQPg3lZnZ9r6wu9fpUqV/UX6TTHD8/n8HsHAMZ8xztTbmbSNz33GrwN4ZzMdrLeFWWSTddpCsc6KfRa7nHltWZYYY3oDpTfptZXOJUGie4vkUL0884fu6RORXaJ7qN4eEvKY/m+7x65JUFtdsnJ3Mdx+jt/LyaMa8lHlZeUgQC3lQXC8i0HIAKVYTcZGP/ZlJgCNuGOoyey6O0r1Yv2knHxnKSoO5qckgBXLIIZgu92WFdnOziqxPvtAbid993hEz4/Jvlf52lDBlQH7P2PkPZxC7kT2VRby4aB8vV6XOuo7NybIlFYbO6XnIbaIEx8H321hIfw9A92qtwzVZrNp5PeuUqXK40QT6dFoFE+fPo3JZBI3Nzfx9ttvl3HIjaS4/bV0gGJ6GW7m4IjsccaCto3bhxaXOZFAHSRwqwXg1HkkkbT5iljpV199NU5OTuLs7CzOzs5iOByW3M/Ss8pZzUXU0+k0ZrNZYcUV2pgxx+yHiIjBYBARdwsVHZRnzC1t00OglpMA2WrpTCfB2srwY222gDZMeII6XX3mrHjGkut//aZsVBHRCMHh4k5NiCqornKoHBzyQaDJLBf7MNUCwTrmwFPluwgI7Qq7YPYMusgiojAiujdziWazXZWnMsgmU+k5gPe+4kAfDAYlho5AnbsjeloklUUgTheiA2r1cQakBZClqNy4OBMtw8K+VDmqj2L/ZGzZj6pjxhbwPg6k/d1xFtsnCm0st7M69Hy0seJVqlTJhey0Yk+fPXvWGFOa6HLMCbwQJLkXTn8cmwRHGusPsZ8PASPZLtoCbt0twseBI+vDjW1OT0/j7Oys7Hwohpr30y6LDCXRxGK73ZYwE7XD26Q+J6sacQfw1S/U/1k/ZWysA1QJ9SPtiXsd6UnO7umTEScy1Ke0P+pvt6l6lxxEtxEptI9OeMmmisx6iLmvUqVNDtopkYOUs8NdL2I20HSMiztcMlePu9HEHlPxSVETcKmOztqSiWbbqDBUlruH6GqTeHYR7xfdj1kyVB4BNcE6AbXf25UrFVDWBtYrM1T6ngFV/TlbxJhJMSVsuy/SdKXtoN9Z6Yxl53Gy1Nm7k5Xp71KVKlUeJ9K7EXdjm3qJOkmgkaxgxP34aulxXe86WuI61XWag8iMJFG5vmaD6f5cjzoAU9rA8Xgco9GohHuQONC1JFvavGoZWeDtJaGjekQ0t1rXXgbd7t3CUcV7S0+39YmDZBc/n+D0UD1Kr2jmecieAxdT8vyMHHEg7ew0JxeVXKnyMrIXoOaLrD+tcJYSirgPXghgWZYAsICeA1N/uemy0WDWPTTQfEB6jLVmoKyPjkdEI7m7xw5zMDOHZZtbjZ+cvR8dHcVoNIrRaFTCZ8joOsj2e6sNVAgE9hnwVF9ERONZ6XyxRRlAJVPDnR9pQMVOK28qw3KyCQQBNT0J9EhkRi/7LgadhtHfH7WJ75sz+FWqVHmcbLfbksd4OBzGdrsti7sUPzwajWK1WpXNsjT2pb99LwAxxtKL0j9cT0M9qGMcu66LM48YvW76n7pOuaepI6XrtJCNiw/Pz89jPB7HxcVFjMfjslBbOlo6MSIKoGW4C0PqnCyKaIZICAiKqVZfaWH9druN4XAYnU6n6Gr9rsnCrmfaFrYp3SmWnXaQ+l31zdhnfvp9dQ8/xu8E8HqPpL9p2/z6iGhMdFTGYDCI8Xgc4/G4lMN9J6pU2VcOZqizbBo+WAjsfNFfRBT2gi4wCmfzBJZkpAXmNNidOWXsFQc/68J2SDFQqTkIZMxz20KGLByFLLgMj1LOcYdE9jPv7YDav3u7yPpowuJKWsczJpsMMI0b45zZ7zIQdD0y3k4Gk2y6P283JhkjnX0+FAqiY24oOZGoUqXK40S6gBNlbowhG6Hxxs1QdD0n7ooxpi1xDyPFPZ30lPrvXpbuL6FOE6CmEBwzzGMwGMRkMinx0soS4ZuKkfjJNqDi4kevI9l52gLWQ7ZQAFrg8fb2NsbjcUl1qi3QaY/9mfK5ZCwx69Lv9xu2meEmvO6xsiuMx9l6EnvqI9kyhgnpGk1AaFc5+ZO0LY6tUuUxsjdDTXDn7hN/6ekK8kEmYBwR9zJhSHidQJsAXOY2ZJgH3f9UVnQrkT2W0jybTuObP/rR+K+/7uvi2WeVI5UpB7PHOUsIGJ0d0e9klzWw1TdeN9aPTIAv/CNTL5GCYd9HRMlfKqPoitGZXA/1UN8LQHNhY1auQkH0f6ZoHew6Q+3MtId9sH0s08UNR5sSr1KlSi6bzSam02kBkdxtLvPaaYyJ4aQ3KQt/8NhlAjXquIzE8XvyOMe+g0eWv91uSzvEhnLRNf9Go9E9tjS7j/pN96DN9GtZVxJYbg8ktCP6u7m5KYC62+3GZDIpebUzEC8bmpFcBPd8lnwf2jKLZM+JdoHnOvHGd4PPnviDZRAw+z39WsczlVSp8rKyN0PNGF9nSZ055sx5l3IhQIxoMgoecuGsqA9iKSQuNNEn2WyP9dOg+pqPfSx+0U/9VPzqv/234y9+zdcUJcKwDCo3j5dTO3YtblBsmzYCkEKOyBdV+EIUjxFU/+j67HeJ+sMXBolF4la7+k4FSpcaAa8mMwLXmjDI/elsOl2PbeCa74nuwwU8Dq7b2CzvI13HhTFVmVap8ni5ubmJz3zmM/H06dN45ZVXSgibMluQIKA+EqDbbrclowVBdKfTaegd6Q6ObXq+fDItPUSPIhlMetoyDxztjTat6XQ6hd3t9XpxdnYWo9EoTk9P45VXXolXXnml1JUeuohmtiLqNLHLES8ydTh5oHq7XvK4X9kegf2IKNmfVJbip29vX+TLvr29Lf8zXO7m5qYRGqL7MzxG4l5HiYA4j6n/VRe2VWX5sWxC4ux0Bqr9vWBsOd8J2m/1G59/lSqHyEsx1AR4ftzdQz4Tjri/KFHn7gLUnMkLWOu+GsiuMH2G6zP8zWYT/+c//sejjxn3l3/iE/Hln/hErHu9+Lbf9/vKIpSI5uIGZ4kjojAEzsSSjeCWtD6onW3lJgBuKPSZAehsls76sx/prnOj0+v1SmyZM9Q+Odput42tbalAI+6ypbBPnH3ImBrdw1ktluHG5yGQTFBdpUqVx8tm8yLuWbqb6cfa1pRojEqXOEPK8DStzYm4W39CYMUwO9eDrjd43MGzh5lRR4vIEBnALdYV8qEMH7RVmT5y2ydg6F5AgsPMZraRKiSjPJxQMdXj8bgQEt1ut6Q6FbhW+bq3M9DZMxWpJbY9C/vgs2gTxwhOprjtIROteutcj6vmNf6p5xBx5wWvUuVQ2ZuhZtgDZ4uMJ3aQRWlTYDxXLzhBFRkAX3jGGGkpyywuVsdYlgbQH/jmb46v/8EfjC/68R+P45ubWPV68Y8+8IH4K7/6VzdAL9tOpoSDlGwswaHH+Ulh+WK8rM/oAvVwDJVJQEqlRiXB8AsqQLL5jMWm0SFD7K5aPi9OfDR5IEvBd8TbIPFJEPvJQz7aQj8yUH5ydRW/8Tu+I/78v/6vx+zsrLXPq1Sp0i63t7fx3nvvxXg8LkBE4RCr1Somk0lZ7DWfzxtjk96xiDtCRSQEdXvbIkPpQepNguyI+5kf6I2TjWC5qoN2yzs/P4/z8/OG/j86OorT09MYDoclNR7X3LDsTqfT0JcEzbyvypVncFe2K2dnfZJBkoghlfIWnpyclMmK0gMq3lqZWMRQK0ZaMeUC2b5wXHqdxFhG8vB5sa58TvSAOk5w77T6j8+P7WafKNSIYZqsN4F5BdVVDpW9GWqGfETchSNocDojyWs1KDJmkSuHM7ClgSrFo8ErcBgRjc1H6OohC6n4PQLk7XYbb4/HMTs6it7NTayPjqJ3exvLwSAWFxdx9NkYumxr7TZArXu2rawmk0uA7uxLRBRFq35wwBsRDSXhCoH9wOtVtoN1/646qS365MYNnMjo2fB9UF+o3ExxOkPNe+v67J58p/iuqX26T0TEV37/98cv/Gf/LH7Z939/fPfXfV0ri1+lSpV2Wa1W8VM/9VMxGo3KYkLlpI6IWCwWcX19HYPBIKbTadHLDLWLaOYelv6mvqSnT+NUTDE9kxICSor0kTZt4YSb5Yl97vV68corr8TTp08bZNHR0VFJkzcajWIymcRgMChhFCqXOx/qu9dN5Q2HwxgMBrHZbGI+nxdb6LHAbcwvbSTJB91TNur8/DyGw2Hc3NzEfD4vulQb2Nzc3MRoNCp6Vsy1MrQIXLv9JhDmRMk9waxf5sVgXLdvqOOsMm2G3iXZlew31Z0x8XondFzMfrUHVQ6Vg7J8+AAhWPOZY+bqcWaaioIx0c448trMRUbwpIHpYSi6lhsKCFCezmbxg7/kl8SPfPjD8WV/9+/G+fV1Q7HR3cbV7N4fDnopHq5B5sInFOxDD8lge9r6WcddGbFs9bmHk9DoMY6RbfTn4c9OCpLgnPUkM85jDqj9XP5Ow+jsD/vl9/+hPxR9GN6PfOxj8ZGPfSxuer34Y3/kj6R9V6VKlVwI/iQiGxgeQdZS41O6ROObRIJ7MDNxsEmvHO2BhPaA+sLBKJlchfgphzP1/nA4LARLRmK4jaJuysCa+s3JFSda2Ba/l/qFtlR9oj8uCueugwybZB10L62JYXx65n12m+76mM8ze7YegsP3Q21xooR96J4LxxHsO2fz3f5VqXKIHAyoPVVSRDReZne572ICXbn6piwRzcUGDujEYDBMILsvBxaBqdjWP/5VX1XyiH7qq7/6RTq7bR6L5YqOoRgcmNvtXX7tjDmm0spAegaAHdRm96eyIBhnffX7Yxb5uQHK+lK/MQSHSljtYJ+QoaaSZb3pjRBDznt62AnL0PH/5N/9d+Nf+57viQ9+8pMvQnr6/fjkBz8Y/+9f/+srI1Glyp5yc3MTn/70p+P1118vsdSdTidGo1Fst9uyGNlJl36/X1hQX1BOneQAiHpCjDjtjq7LwLREnizpE+lb5ZTu9/txcnISp6en0e/34/T0NCaTSQkFYdo8/U+96cRNxP082JmuEXMuT6Qv7m/Tx7yv61rZRHr56B1QznCGfDDM4+bmpixgVFtvbm5iOp3G9fV1o33OpKt+1N0S9bnCS7wfGAZJu6D28L5sb8aE+yRHbdViU13jHo5qD6ocKnuHfPjsWbN6B3IazO6K128SZyU4OHge0/mwPJZPBSNhUv2IO8DFz5ubm1itViWuTDG/XCzo7efAcyBMQyLwSLZAdWUfEfC6Ymh7Bq6oMtaGhihbdEFATcWdxSm3AewMZEdE2bBA9VP71GZ/9rwH3xO1h+EpNLasH/uFSvlyMon58XH0bm9j3etF7+YmloNBzM7Oot/CHFWpUiUXhXy88cYbjTCF8XhcQCoBnMalwIwAnBhu6gcJs01E3OkDroVh9iWROZIMUDE0UWEew+Ewzs7OYjAYxNOnT+PVV18tDDXPUVYO6v3t9i50T78J/LEe2cRB9WK4BBcNci2R6p0xs6qL7JAvDFWduPCdkwGBeT0P6VndT1moSGz4mh8+I4YQ8n+SPALxxARczO5tpS3Q+6dMMvrkJEtt1G/KKKOsWmdnZ8Wm0MuShaJUqfJYOXhjF36nC8iVGK/jd3f5kGH0sAie0wa6Ipr5pjPwnrmZdJxlixnIrudfdg/+n9XR25K5OR+6zr/vAoME1BKe76ETHkaRAeeHhM/SWRId9xAcns/2c6KxD7DP+uBkOo0f/uIvjh/9yEfiIz/6o3F2ff2o9lSpUuW+KO6Wk1ySLdSTWShZRhZIsnFN0uUhndRWFn9niIoydiiGWlkyVF8nV8ia7gpRITOdeSil07jTq2ch4Xe/D+0uiYe2kEOSLRKuh2J4i3S0GOpOp9Ng6tmn2USGIJrPgb9lurrNnvK7p1LM+p2eYvfmeqq8LISlSpV95WBATTZWgfzcQdBfZmXgcNdQ5qLLBglDQriKlyBKA8NdQLxnBvx5PRfbSYmKKaExYB0i7lZSewyXyqNh8Vm7FCkXMpKhYF273W5hfdku36VMfZOBVjLZHvKRfefWuM4aS+mybbw3WWQZIWdwqJS9vhT/3SchZEV0T57zX/2G31CU6Xf92l/7Ih5yz8lClSpVXui7J0+exGQyic3mxYIvsYDr9ToWi0XZcrzb7RZGUCF1XIAofZMJf9MY9fUv7i2kELBGvMjRvNlsylbhx8fHcXFxEa+99lpZVHl6etqIX+52u430eNKN7iFlnX1y73ZTi/14vvpRtmYymZT6csIicZDuNkbHaPMcaPNTTDzbqL5TmA53emSuano0tSU9y6cuzggg3tOlLYxPdtLDh8hc6ztDcuR9YL3Zp1WqHCp7h3z44kPm6tRA8gB/ZyhcQTojqYES0VxomC0Y8NklgVUbK942c5aCXy6XJWZM51KJErhpgGuQ+uRBbjTVnyEfDHsgoBYbIOWSsRsSlcmsJT5pYf9S6RLMq+2qKxUkWShObOjKZQwf+1WGk4ZOcYFqm4QKNWOdVR7L3/U+ZBM2KuRd5VSpUqVdlAVDafOWy2UB1avVKubzeVxfXxdAfX5+3gDUGs90t+9iK30yz/Uv0kdtWY4YkiFmcjKZxGuvvVbc/2+88UZZhDgajRr2otPpFAbb65yFYbTpa5IkHjctHbtarUpau9vb2xgMBg2dTr1Lwoi6nTqOpEa2Nof9S3KM4R/6Uzla3Ki6qg/IrtOOEHS7HaeOZl+651vnyZ5ERGPfCbZB7wEBtWK2CagF/iuhUuVzJQfnodZ3B2geL7zPjM9DESKaM1ydw0HoYNpn8bvu5crFyyE4dzDJ3zkRUH3JRJBVJaBmG7gYI6ub92XG0PhfW5sywN325/ejoiNDzWfj4pOcNgXmrIobU38XvH5Zebvu49+rVKnyOOl2X2xlPRwOI6IZrkWb4LG8bTq37feHQHZWhn/SNsmTp5hopb9TmAdToupeZJZZT29vW11Yd4l0vkCiwKtAqsgDkiy8965+bLsn65npdup49dVm00wxqzVJtHVHR0dptpe2UIrsGTqpxrIeCsdwm+WTjod0vO6XkS1VquwjezPUCuvIZplKiu+uII8Ly8r1svSdLEEGpHR+G+D0Y55TVG3x8AqVywUwur+nFYqIwig4W8u8yW0GgCu1FWrC9mfhM94uxvhlLIbf08FrRDMOzr0BHuutNmYMBpWb2u7skb7zfeAGCFzxTSCdbdjD58Z6Z+5YTvqyiUOVKlUelvF4HF/yJV8S5+fnZZtrxlQPBoN49dVXS+jHdDqNiOb4PDo6arDVEfcXjUt/kIGm3hVLTb1O3S/dMxwOYzgcxsXFRQwGgzg/P4+33nqrbJeubB4so41EibjTN1yAlxEG1P2MOxaLf3NzE7PZLGazWWFM1+t1DAaDuLm5ifF4XLKPyAPKXMmsjyYD+mT9dA5DDlUXxouT3dUiTLH2m82L3TGVi5rf5Z2Qp1Whjsp3LfHwiozcICnF9qntrLP6gd5kne+4gjZdEwDZTNnv+Xxe46mrHCx7A2oNMg4EKRKuitaKag7iNhZDZUfEPfCdsap+vn6nIqECVn1ZRgas/R4O4BiHRaZ8u902cnwy5MNjzQhIVVff6VFKg7lCmVUlU6hkEajcMzefxzq3AVT2pde/2+2WmEnekyBY/cfJCvvY2QcPPyFrrzLJjFDxeoiQfve2efw2y6lSpcrjZDQaxYc+9KEy9kmcKP3akydPCnCRa50gSgApi68VEPTdbfm79Kt7yXSu6/STk5N466234uTkJM7OzuKtt94qeaZVNuvi9SK4o/6nDXLmuq08AurLy8u4vr4uwFSAWoSMNpJRn3FnRdkI6X/aMwl1NsP4ZK9ks9n/tI8CxwL8AtGz2aykTNS5m81dqj+1RffMJhYuZKjdTui5qr1ZCCVJssxDoOe1Wq0aTLzeJdqXKlX2lb0BNcGYRIyfM72+OELHM7eTxJlNnvcQCMzK8nuS6eV3nSfRwPP0Pq7EnbVg/0hBZ8p1F7Bjmc7AZ32q+rZdn7HUbf3XVi/Vwxmgx6QZ8kmUs1Es35nj7Ji3P4vHZt9J2hiRKlWq7CciUCLuZ2+IuCNZCFal16kX3YtE3ZJ5tCjUDxn5wvUl3W63MK0CqIqLbrtP9j3Tjc6MZn3F76xj1q5dwvurbRHNtHnqXz0Pn2xk9SMpEnE32fF6s80E5Uo7K5vJ1H9ky3m97uN9zGfnfc6F9239TXvpExxvM8vK7GqVKvvI3oBaq2MJhpTTUtuV0gUnYMwFCRxgPkjFTnImHRH3WARXxG3sAQGluwXF9PpCS5XFFcdZuifeQ8yBypV7ztlTKl+mYZIwhIJKgO1tU/QE/n6e38OBf0Ts3HZV5bPvuQmAGHoqc16n4/xUXdqY6IytZmy6zqWRUrtZBq8Te/KQEaxSpUq7KIaa2SAi7nLPbzabogOZZk2Lvm9ubmKxWJRwAOpJAUUx3Rrb1KMe8kGWPKK5WF6btlxcXMT73//+uLi4iNFoVLJ8kGV2e6TyyISyDlxEyG3SaY/olZStVHo+1VN5nrOFexLaAvURt2CXPeEzUCiGeyxJMMm2KcwjO1ekmUJ49HwZ0qG2apGlEhVEROMdcaKDwF3SlkubKfz0flF0f5Feaqf6g4Bc3l7ZBF1XpcqhsjeglkLwAP7tdttYVauXnvGq7nrKwC/jcd0Fo/OZBYTH+b8LwzuYW9RnqWqLlL8rMT+HMcKMP9OCEm1lq2vaGGoZjQxM87uMhzPWD7E5Ls4QqCz1CfuRbdUGDmqb+sgnHATMzm6wH9oyezDsR4aGRkBlZwy83i+Wzfrx3d2XIapSpUoUxpdZFyKaYNcX0kXc5a4WENX4FHBW2breWUUJ9QjDQ8jSSveenJzEcDiMJ0+exKuvvhpPnjyJwWAQk8mk6DCFpLB8B9reTv2usDfq40y/UAcxFpogUcDTwzacPRXoFijnvRmiIXAt3c6+dMDMbdfZ1yKI9J3bkGtBop4nQzOECRhnTpJEfcI+4uRJz19/6rPj4+MGo059rjZ7nzA5gPqfIR+0QVWqHCoHZfnIXOx8wd39RCVCRUNxZsBDJTQoNFAJCF2yQcGByXKzeC4OOncfefmsp0AfwS9nvDqPkwj2gxTpLuGEwhlZglfvz11sLNvnwJyi5+suPSk7j5VmuzlhYh/tWrDpRtO9COxPSsaEZKEsbH+VKlUeL5z0EpSJPCAYFdtIvUivnoSsZfa/j1+O2ywUTX8CikqLp7hp6koHwdk9+P8unUFigbqX+lJAU0zrYDBokDNa4D8cDhvZR5ipRASWg8fVatVYc8PFjJq4yLbRg6AyCWQJtkmc6JgING+DJjQ8V2RM2zN1gJ89Bw9LIXjnec40OzvtNorPpkqVQ+XgPNQO/OTGUpaP5XLZmNXKtUaQ5C+1WAaGfDAcgMDMZ7Kqgw9QlcuYMv/kzNVDKzhoybq6stf5nFiIfWAohc6hIuRCCrkPI+4WXlA06Gk0ZBhcUVAJsQ1ezyzeMZPNZlPaI7ZBdZLbT5MIbmfuz5wgmOcSLDPkRy5E1ZHPhs/SmXBufe792TaJqFKlysOy3W6LO1+6R1k01ut1XH92F9LValVil5fLZcxms+JaF9O42bzIHuE5qTNGOiJSkMpPhi8Mh8OyWcvFxUW88sor8corrzQ28GIuZQK2iBxAZyQOdSoXjnt4ooCp6ihQrfA5biqmnN39fj9Go1Gxo2LWR6NRnJycNGyxe/gUotnpdAo4F0NMO9LpdEoaQdVF9RZYjojCyHe73XKuvBT9fr9kLVGYibKndDqdspjRiSkCcA//cDJI4JzPhJ5VZprh4kNhEzHw9FSrDG1jnz3fKlUeIwcx1D6L0/9M3eZKjkBIIiWUMcfMjBHRTE/UBoTaGEv9RpaUTDtZUoLlzCXGxRhsA4X/00VFpSvg7Ix+RHP7dbKyfAYO0HlvXs8YbwJSXuuTgF0Khc/SmQtnq/kMMxbaAfeu5yVGnBMpGgRd48w8gTjj070PqlSp8ngRaItokgSj0ajEA8/n8wK0pDsjosHEajK+WCzu6QrqX3qbfPxSd7m+5rbiSo83mUxKHDeJG7KcvG9mszLhddLtvl7FJ/QEtwxfOTo6Kn1J5lj2hO1iaAxJDyeXBBgjovE8VCfFcnM9jM51u67j0vXayIVpYhUDL5Cr9pPAos7mRESAmHaOBJD3uwA1+3C1WsVisSjvpgNpf67M+FGlyiHyOYmhdrZgs9k0ZpuPWZkbsTt+icBa7KiHaxBIPiQ0CFSoDqgJMrP45qzeVLqPcSWy/7w8Z0h2DXb2A8NPqNBVhhaMRjS363VFwzL1uyvXTDntqp/qomeQsf0Ev14HXat6k9VX+bxeijYD9hmYr1KlysOicezsrcYmgZlPnjnmnOjg5Dxz3fNeqkcGhmWvxuNxnJ6exng8bky+XZ+3laFj+iTwE3BlGjcudqOd0vWcMNDuqE1kubno0Oua9aXaPBgMGqFv0tsE1Lqf7jEYDOLs7Cx6vV7ZbEbPkjaEkxaJPNAiUtRO5ShnnLn3q38nyUPyy+0K+9FJnCwste3dU139/CpV9pW9ALXcenTTS8REKF5LjIBiuOQaYr7mTJmRKdb//OT9OGPVnzObnI1SARCocREH7y2jwFmxlDxXmbv4rNpZCvZnxrSzvbtAeAZ8xQywDboP+4x1oXJlCImUDTNq6HlKeWWeg7Y6+nOPiEZfOmuj3zxOXXVV/fwZ6FwuepKRZtYZlVFzj1apsr+QwNA4lI49Pj6O0WjUGHccy77OQWNViwiPj48buZoJKHUv6RaRB2QZRegMh8N45ZVX4vXXX4+Tk5OSJk/XMcRQ+o1luTdQ5wl0cvIgWyGmXmnkHORtt9uyCYr6UbpM5SikQxvfeH+pL3mt6iq768QXgaeY7X6/H5PJ5F6ohUJLdC/dz/UtJwvajKbf78dqtYrBYBCLxaJMHMRWk5hjvVm2T0LcTnJCpHbwmTBbipM3rutp3/hZpcq+snfIhxRmlj+UwJYsA2OFda4DLX5mLzRBtwaoH2+7Vtd4WXT3UelJcXQ6nUZKOLXHZ7i77vcQe54B5qwNDzHUGeNDgMoQF5XDmTmP+7n+O0M72NaHJGOp3CPA83yFPc/3WG/WoW2i5s+gstNVqhwmu1jdiDsygmRCG3nixzVp92xObfWQHvM6iJVVHPVwOLzHamf3d48ry1V8MxdccmMTXucbcDkA5r0y0CtgTR2Z6VAnakiK0APIiYLCO0R2tYnq44yv7ITuL5abrLzANbOY6DpNgnxClt2jzeYxnDEjg9hmPnN/f/i92oQqLyN7M9TMl+mgmi8108W5UopogtoM+OySTCFL0blCJdB3pkEgWrFWLJeGgUrb69um8H3CoHuqfMb0ers08XAmIFO+7FsqdB2TQeNv7r5j3Jvqnj2HXc8sM0oPeSHYFvVTG0uQue48laHq7SwODa5LZairVDlcCHrIUDPLRps3jeBKxzl+I5okC/XhLld+p3O3GJwEkHJfbzYv8jPTi6c6jkajmEwmhcUVoy17J4+XrhU76hkk3Paw/mpflvdYdlMstzJnqA7U5Vk/RNx5XLfbPIe/+kRhHWKPHVhTf9KuE+Sr3zV5ocdSOz6u1+sCuN1j62CYz1rn0ANBIO/vodvHTqfTSLFH2+U4gZOdKlUOlb0BNRd0RDQZWM18N5tNjEajcoypeBxoZiwky6U4INP1GUh0loELNzRIpUwWi0XM5/MG+BQY1UBXyr6I+zk822bQAnJaFU1Fof7TOWI5VDfGokuRiTFn+WojlRLbwDhnAXm1R21UveT+9LAMD3lx5aM6kw3h85DRZN0zaQslYh+rfC5aIePBd4h5Ub1Mvn9tz69KlSq5uA6U/qEuUYYJ9yZp/ClEgpmcpEP0nZPdjLzICAnpPQFTkScREZeXl411QNKt0pPKBNLv9+P09LRxL21cpvpxMZ7aTy+te8Ooh5WL2ycMCpVh/mxlKlLIZPYsaNsUKiPQrvhl1ks7GwoIqx+4WYqemSYZEVEYbXp2FeaiZ3l0dFTyeo/H49hsNjGfz8t9/L1hnLiEG67QLmkCw7VUejdotzebTclOovbQZuleJOGUTaqSK1UOlYNCPjggIu6UAVlSZvfIWApdp89MMT5W6EKjuFvNFY8GGGf0VIyK9xIAVRlUHGSveV83IJyVM46QM3YpCQJ4AW220d1ZHstIw5Ix5c7Uu9HyOEeufPbf+Lx2scr63QFy9vsucSZKYJ7/00i1MdMZu16lSpX9xD1Erl8ILH0cEly1eb8i8vUk/rtfQ3Crc6jrvI4Cl0qvppSvFC5AdNsS0bRDbIu3N7NX1L/MRkHd38bKuy5jKkClqvM+ke7vdDolXaFyRbvdZl84Q0xgzM3cRKLpL/NSq73uQWY/yAbz/m32g32vZ6w2Z7HTxCy7iLwqVR4rewPqiDsGgDHIOi53kGa7UkA6n7NFB5cR9zf6oOLaBYzptmljHB1Ei23QzFSuL4I+ze5VZ3dPqVx+Cox7CAZ38lqtVo0sKPzkynAu6MlE91BZvGfmEfB+JFPuwJ1MrjMjGSutslXnNgPQ9mzonuRkgfVwwKxzs+dO0E9FvOu8KlWqPE44pum1yljA4XBY9BnHc8TdokIykMwakYWeuc4hOFeZIkoWi0VMp9PCelJHRkQJrxAQlC5S3bfbbVxfX8d0Oo3lchmf/vSn47333ov1eh2Xl5exXC4b9x8OhzGbzRr7I0TchcFst9viFZWnlLZUIFIp37QToWzRYrGIiIjZbBaXl5eNxfbb7TZms1nZHpw5/JmJhJMC9YOek1hjsdWz2Szm83l0u92ylTlJNBFA1O8qYzKZRKfTKQy1+pOZovRMhBnoNdA59CLIthHA+0TG38Vut1s8Foptd6DuIaNVquwre6fNk+KQYmDoh17K7fYu44e+E6hq0NG95+xEBv7c5eezdAE8j7Ei4NU95b7TLF4uKtVXikyDjANY7LFPDiQa4BrQXCzBPuBgd2aaoNxBPBWoRC4uZx9ojBwsk6F2NkkixcjnoXoyywcnIWSFsueUifpK7k32u78Xban2WGeXrH0Za1GlSpWHxYG0dIJnUpD+GA6H5f+IaIxjB5zD4TDG43Fst9uYTqfpBJisq2fmYOjcarWK6XRaytXmJqpLp9Mp25ATyG82m7i6uirhjZeXlzGdTmO1WsXbb78dl5eXsV6v4+rqqgBcierPEAfVVUBSYQzb7bYRS60QDU0+RP4sFosG65xNMtQ38/m85AD3cImMGNG13DRGoSfdbjdOTk7i5OTkXqiGNkqJuAvX4XM/Pj6Os7OzGA6HMZ/PYzAYxHw+bzxPZkdRZjAHtcoOQlCta32iQBvBsEC1RyEr7mXvdJpbwFepcogcxFBH5K4XB7/ZJ8+LuJ/Zg8DLX+zs+sxVs8t9Q3BGg7DLhabvjKN+KDaX7KnXxycNBKQEy2Ldvb+zDCteh0wc0PN49hzVFhrNNrCcXbtLsnruqhPvtSukg5OINmCdlVmlSpXPnXBMCVSv1+t7bCrHs86NeJxrn9/b4qvJ+pJFdVtCQCaSaLlcxnQ6jfV6HbPZrADqxWIRy+WysN++wyN1OXU6ATXT3nHxH9eROPjWHxeRuy4U+61F9mq3gKcmE5ktkifSJyvL5fLeJmQeRuG2UkJ2mZMd9TUBekbo8DlleCN77m7L+TyykFWW7+9XlSr7yF6AOlMWZF7JFHPwacYbEY1Zuz6lUMh4uus/A0IRzY1eXEE5WHbl0yaMd+aiR5VFUEnlwP+lxJxNpuJ0hSBWmm5RGhiPRfR+9Hg0HifQdMWRnav2ZQqMkwAd17Pmimx/VixXQlYjU9A6xlX2WZxl2+SLsfyM5eP7U0F1lSr7ieuCiPshWGJ3j46OyhbZ3ElR4QNcqyEdJ/0vAOiTfOpIivSEmF7FBQsUrlaroqsiXujX1WoVs9ksjo6OynW3t7dxeXkZz58/j5ubm5hOpzGbzeL29jam02lhjOfzednDQHpJi/O5iN29iz6R0G/X19dlIR03h6FXbheIla4UKCdLSxDr96Wt5q6DES9CS5bL5U4WmeEVPEa8oDR9EVE8wnrufCYS9pHuRY+4+oRZR/TsOQHRc1ZsvJh12eGq/6t8rmRvhpqDgC8h3Sy+IFGrbXWdlDGVhYASE+1H3N9mW3UguyvQq+s1UHxXx7Y/ls3yBap5D91H7jgHfs5+EKxS6bnh4GxdSsLZVtZJ5at/2OcExlmYA58j2033aZuC4e9UdlyUQgY9Y6HYx1KMVJCsF98rnzA5oGe5EVFCYBxQs/3uqqxSpcrjRKDWx2JENOJ3e71enJyclF0LZQuurq5iNpuV68h8Osj2+GiGdXBTLgLK5XJZMnEoxE+AmnZotVoV3Xt1dRXPnz+P9Xod77zzTrzzzjuFiVaoBfXQarUq4FUgkYRTmxCQMqSPk362WSJQ63rMy5adYNYK2h2GobAODMFQOxeLRdHpJycnxf4RAPOZOdFGQJ3t4EjmmHYxswdOqJBdJyknb4jCNzmZI7BXmapPBddVXkYOAtSuDNpYZB73a7IYWL7I/j1jPCUEmv5bNoP3c9pci4+VhwZgphgfuj5ro4xIxhzvKntX+c648xrdx+MkM3bo0P7LJjdt50l2xU/r3Mylx0+y4tXFV6XKz50QLGf2QOfwmE/WI5rsri98ztbXqJw28KV7KMa40+nEcrksYRzz+bww0QLlnEBwIqGy9tEn3i6vu9vYiChs7GPKpbR5GjPPJNuj7ySqmOaQ7Xbw60QTJw581tlzb7NZJKB471023d85xmH7vV4WC1T551sOjqEWgOWskoOBA5WLCZjxgztO6bo22eXi14DXwsc2JZqFk5BFFzDXb1QAbCfZX53rCiu7btekoK3Nah9jz/gMXBEy9R6fSZuioNKhUvT+JtOg37jBD+uWgWQy63oGZJMyEE/GyZ8rxfuA/e6ryD1cx2MRq1Sp8jjx8ejeKAFF5Q2+vb0tCwO73RfZI5S5QgvCyKwynM/DtainuGkI9TKFukYhHQwHULnPnz+Pd955J25ubuL58+fx/PnzBoD28/k/dYgvRG8Li2E/sa7ez77ToNtcin7fbps7OR4fH5d+JMvNa+gdljBsRJlH3HNA3a/+lZdis9mULCHa6EU7YfpCQwqZ7jbQHHGXzlATLbHPCk8RI00vpe9LwedYpcqhcnDIBwe3DyjN0glmGKclUCaQw1l9xjBTMfHeEU2FIvaUcVGqj2cUIejnymf+xvZlYNpnwRKfhbeBWYJQnueMMRV65gXw8rw/2Vavr4eQkInm/XWc/ZqFXuieD4VRqD2Mc+NvrLs/y0zUd5oUOSPhLsWIKK7BGvJRpcr+4pNmkhcRTQZWoQSKYY2IAvCUro2ECEMVPIxNOp73yFjwjKgRoHYiQaDx2bNnJcxjOp3GdDotQE11IGCVHSNAdh0uQoTsKm0M/88mKFzcyHro3i7Ufay7gGWv14vJZFKycJFUoD5WPRjCRzvI8BA949vb28LwbzabkklrsVjcqwOfWTYpYdiJk2K0Z55dRPacgJopE9WPtGltTH2VKvvIwQz1Y4QvaebucVDaJrvADhUnzycAyxhTL8MZzogmMI5o7hiYgWV+Uvk/NEj9fg7i/bjfdxe43yWHKA7vUym6tr7NJGMbdt1v17OTeN9HNBl8Hqfi3qfeVapUuRMHrBnZEnF/0Zu8gco6kQEZn6S7zdAxxgA7qdOm/33MC0gSUDJWV/diPRl6wZR3bjNUN4E2blTiEw5nnzmhILsqm5LpLgJv/S+Sgc/B+4p/uxhhEjsKhfEy28gxJzl8osLzeawtHj0jqwSodZ3nr2Yb1MbHYJAqVR4jLx1D7UrQmYPtdnuPldDKbc1oHez49WRy/Z5ZHTjb7nQ6ZYtxKgrOurOYKgeuDBdgvucsJqzb7ZbFEP5dv7v7UN+5yjpTuKqLl03g7gxK1lfZZGYXA0xDJKXEcA+5aOkydKPVBsTZ5zw/4s7dKMaKdW4z4Hyu2W5d9FLsOxmoUqVKUx9oPBEMEjhH3AGk8/PzmM1mhcV0wOoeROpXLnr2RfE6l4vTlJlCYQfSIw5Yde7NzU3ZwEVMNsGowP9gMCjsLtlthUw4eCPTS2+c2qXyJM7wi8EnsG4DmBFNe6b+6Ha7jRzcZI+5sQz1rvYE6Pf7jawYWsR5e3tbspK8/vrrJVf1crlsPHPVSSy98pIzBEgAXd6DwWAQg8GgMcE5OjoqC0PFdqs/1N/aTOb29jbG43HJB662Hx0dlawtegeySVCVKofISzHUbS8gZ9bb7d3GLpvNpsTK6UX22a2X6y4gld82AKi8FD+mxST63YFhBsZ0P4I135lJitav9bybZOg9Xo5t5ozaAbjH0Ok+XseMNc9A9WNcW23PQf3YlnmDRiQD7RmgdmFZHtfHFf6SjL0nO8G+JwjQ/1WqVNlPCCgj7qeH8wV0nU4nJpNJnJ+fx2AwiOvr6wLmuMAt4i5u2HWdyuY9Xf9KZwhgUd8Q1GrcK63e7e1tWZTIkJOI5pbgBMBkp3XfiChEB3Whh7ep7krjljHD0mPj8bhBzGS62wkV9aNs3GAwKM9E7dVkwvWhjm+32xiPx4326jwB59FoFK+++mqx67q/r0miHdVkSwSbmHSdK9CttVGy5e6d8J0PuSunwLriqmUDtFGOs/lVqrysHJyH2oUDxkGwBhFn7xkQzFjiNtdfG5jmn+ohxkLn8FzWM2uPM9TOTFN5UflT+RGIZ4OX/cAJBo/rvmfTaXzTX/gL8f/4hm+I+fn5vdCStj5ywK1ju8Ck9733cRvrvIvl9gU+/juNEM/bVU9/VnyfvD/dWFWpUuVzJ9Qt7nWMuGOuxVTqO20L9auud73FRdoMb6C+dJZYi+Qo2+3dIjqmavM1JBF3tkyTBR1T+QL6nMi36S8SLQJ+9PSxzQKXGaDO9CI9lGKSs0lHFg5Dhpr/8xmSyBAQ1oY3qru8z1ywLsCtPtKkiTbRsUPbc5eNFeucnZORWjrP19pUqfK5kINCPgiqsxeYL+rt7W1ZHBARZTbe7XYLEyDQqQG+WCxKnNY+LzvZEuaibJsESJwNlrAtdLVJAXh7s1AMB9TOLmQKg4tQfLLx1d/7vfF5P/mT8St/4Afir/z6X18UOwG1u/zaJiX63jbJcKVNVtq/i0V2A8J7cbMBZ7K9riyPC1FYL7l4nZlRf8ttqGOsj08SqlSpsp84ieIgNuIutZp+G41GhaGeTqcF5Gqb74hmliiPLebYFxuaLQLnIjTdg6EprpcUSqB8054JimEfAsCS7XZbmHbpb4WHUKdRP4rl7na7MR6PYzQaxWbzIhvGarUqbZctOTk5aTCxui/72RdXSy+LTNJzoV51Hc4Jha5j2Is2vom488RuNpuyAc7R0Yt8z+PxuJSn9moSxTzXmlTJ7nM3TZUtUV/ompOTk8ZeA8IgynMurCGG+vj4uGAS4Q4H5OqnKlUOkYMBtcTBmb6TudVsUgOOsdM6149lYQoOqPx3zqg1YLIJgO7p3zOGk7FZHOjOghJEUwHrU/3QNitmWTQKOv/3fdu3RR/uwi/9+MfjSz/+8bjp9eI/+Y/+o3uMP9mhXc+MfeLhMNmzJ3tDZczj2bNjGf6XnePlEThT/Nn5hCTrc/URmZYqVaocJtSZHIfSIwJgZFs7nU6MRqMYjUblfNe9mT7WMU2wqV95DvUAJ/GKq464I0+4CJFrNlxvECwLtFGHKbyEiy0zfdfpdBrhCIr1JXAl2Ds+Po7JZFLuSZZVZTK00Rln9/y6N5Hnc4v2jC1WX6o/VI/5fF7Is9Fo1NjITRMN9UnE3URL61uctOGkirZMMeDaJEahMrQjIk+4doZMuIcXkbCqjHWVl5G9AbWHa+hlpLsuIhrHuZhCf3L7EEj7X5s44CMDQHCo/zOA+NDijkw5u9LX4HVmdNd3KrdsEPPelP/s9/ye+FXf/d3xgX/0j6K/Xse6349PfuhD8Te/7ut29lXbJKTtGvaVA2Mq48xl+NA92+qX3YeAmvdz4xmRv5M6h8+OksXmV6lSZT/JdFemy6QDyUgqflbjmgSH59OPyDfg4O9tekDZKJwk4SJlsrXUNxko1v2zfmjTed4vCn1hTDZDE0niqM8EFN2rx/ZTX7JP9J3Xs03ObntbstAVXitWX/HZsuv+HuhZE2gTJ5AA4QTE9Xf2nqlOHqLj7wWPMQmAt69KlX1lL0AtReCz9oi7WDQNDsaRSSFsNpsYDAaNmTxjq/2Fz4CWz5JdGDLA/70suX/kVvLQCQ44dw2RMdHvZCXYTwTuGVCOuL9RgPqaCmN2fh7r4TCObm5i3evF0c1NrIbDmJ2d7VTkNEqZIubvmtgQOOv+ul5sTsaEyAiyjTSSlIcmTDSCfl1mGLO8pgo18jqx3gToVapUebwQtOnTSZaIaGSW6HZfZGdYLBbx/PnzWCwWcXR0FJeXlyUGuY1cIcim3iKzm8UZK5QgohkupnAB2ghtl657MaTCF1Kzbm0scDbx73ZfhHlMJpOSE1oMdb/fL3qPtkUx1O4hzHLoew5viU9Q1B4P1xPwddvg3ktdu91uC0OtreVpRxj3rL4Qs0wbzBA9TaoEunU+Q4jcRvKdVNsVYsLF/mqj3gGx6VzAWaXKIbI3oCaryuMR0XhhHfiQKdTsleENfp9dM8ZdQDviLp6MM3afYZN58Pvqz0M7uBDFz/EFEAzzYL/sWpSo+mWDutPpxGQ6jU/8K/9K/MiHPxxf8vGPx+n19aPANJ+JG0E3CuwnGhoH2v47vQRuWH3yk7WtjaX2uvIzcwXzj8wY2+fPPHsmVapUeZy4znfbwDAG6gkx1AoFbCMcKGSzqTcYIuD1YCyvzhXIpw5hGAS9mx4ewTa3tbsNdKsfRMCIqRZY5tqh7Fx67aivdf52u7133Cc8ZKozHe7P1X/PQLnSDnY6L7ZvX61WjXvyvlwvxeMCwLqH7ql+8zrwvVMZvtaG64n4qXJZtq6vUuVQOShtXgaI/H8pAs26tf0sWenMHU/FwJhqCYEWxRUxZ7PZLJ6LLjgjp5uPbXnsrJUDneDay8kmJKq3H9e1f/Gbv7m0/3t/4S98MTlJymxzfeqczOUX0YzJcwXrx9vO8/P1rPyZqV4OcL2MiGi8B5wQ+GStDVz7xIL1y/qoSpUqD4vrHR9LmZ7QOBUjqXzEmY6VLcjAq8rP7snfXMjuRsQ9AsRBnnv1fMGexPPkU/f4mg4BR4FkhsFENLOJkEklOJRulY0lWyz7yphw7wN6gdV2kR8OygWYXV+rDN1Hm7xMp9Ni/0ejUSGiaIvdVvl3Pjv1gYd0UoeT1ZbQW+n7EPB33W8fO1+lSiZ7A+pdgNAHqWbdg8GgDAbGi5HR5aycCkgvvwZjRHO2zJkpmVQqTm3s4sqOq4ip+KgY20IY+D/L42RCnwovYT9lZaltao+EsWUEqZzRU9y15XWnQXFGuo2h1p8vFMxCbzz2MAPTZBzc1ejGUffg4hW+K3T1+vPw90tlO/tdpUqVxwtBpzOwOkYAqvEmEHl0dBQnJyexWCwKCMzAcrb+QTpD5/PajGxRmcr8dHt7WwBst3sXkhjR1F3Uz1yoqBRx/J2Amv0j3SQdrrBALUoU6FTWEDH2bJfqKMBIPalnwFA8AtfValUWK5Lddr2o49whUudrwaPaxX5nXmvlrX7nnXfi+vo6JpNJvP766yXE0zOOqAyGhAh889lpQuETGb1f7B+CYnrEPV91RnLtsstVqjxGDgbUu475DN1n22QX3Q2l71SYmTzERBAAcpZOhkSDXECtze21zwBztsZn4P57W7s4k3Yw6AogA4XZhEffs/AKB9AP/d7GTO8jzhhnx8mS+DnOxGehIf7n5Wf/V6lS5WFpY459QqzvBJkCT0yjlsljyIdsopwJGdv1et0A0ZzIt92PZfh9PMTCJ/b0pGV/Ap1sj4eISHcTDLr3jYDZPY4RzTh02hESVLI97NMs80ZGwojAiohCqOk3Msq8l//P584+9WdE0Tk+qXEsoufR5hWpUuVl5OCdEjNwxWNcMMHBSmXKHQWlXMUacADpWBaL64OFSoAzbQ0gKQpuZ6rcl7qfM+GaBfuiO9WNfyrDFckuRUCWwEMR1PZMARJEeplk6/24JFN2fL4ZE00l3Wa8svAbrx+Pe3zjQ2VnkzKfrNA12sYc8fcqVarsLxl5wjHma1fENnY6nTg5OSmM48nJSUyn08IgRzT1nOsm3Vv/c5y3TfjFcEqfK9+zjssuZHrViR8SMh73LIDc7b5YgKmF0cqFfHR0VHJP9/v9kjZvu92WLdkZ5uFgUP1Kb+56vS5buTNjiYR6WwCd4SLqKzLE7o3UtSxX/aHJieoptns2mzWu5zOTLaY95X4BbRMMTSp0na9f0nEmCchsBOuSYYgqVfaVvRcl6oXOMj240uM5VAgE1HTHUNn5wNX9CTYlXKSicwimBZ7lGop4oWCkuFQ26xjR3JSAhsEHo+5HloIrlLN+zBgMutkozkRQge8a/JkxYp35PTNAOsZ801ztznuonlkdvGzWue2+mThrk4FpN0AZyy+Dwne0SpUqh0kGWqTnGdsrwKRQh/Pz82IDzs/PYzabxXK5LCEKZEEpTlCQAOExB/P+P+2Sb5qS2ReG3clWaTEe2yVA3ev1YjAYxHg8LgBZuacnk0nJ8nF6ehqTyaQRxqGwEA/po22T7ex0OmXLdPV3ZkvVl3o2x8fHJZxD55IJF0AnK+9xx/yfaf1kX7W9PCcZJNtob8nUc2JE9ln9wXS1sgneV9zcJ2OpndVuI6iqVHmsHMRQZ4pJQgCVxdfS9UVF7Aq5DSxmM9e2c53tzOrJOD+2zZlYZ0vaGF2d6/UQENaExOtLRe6/+2/7iLMC3g+s+0Pl7DpHz+1QcJr1SSb+zLNn/9hy9LnLTVylSpV2aRuHu44TACnDBb2Vu2xApl8yfda25kZCZrbb7ZaUr/Re7Sqf5II8l94+lscFiW1/BKg87vcmecDruAbI1wapbv7Z9syy/sz63kkhhodo4qHyyH632ZO2SVR2Lx53oK+ysnbtsg+Vna7yMrIXoN5ut2U2SyaVCiYDoRHNRWTK+CEXmBYu6nq5j5xtlpD59fg7Z1yzWLdOp1PCPXQfAl5mIuEMmqCRs1zGZVOp0J1IV5SEYQlsY2aMOEFhv2eTFi5KdDZafcD+anvWHoOX9SmVF58X2fqjo6OGK3XXwiF95+SKoTaMKeQmAF6WM1h8FxnuofSNVapU2U88xMP1lvSbA0QdH41GJXzh4uIiZrNZY/vpXfov85DxN4ZAiLEVo6t7MqSQusH3DRCDHREldZ1YdNdz2R9Za22FnTGsuo/skDZzcULF7YT6mCEc1KEsQzqdYH0wGBSPnYeGuM1QHVU/7ueg2GQ9Q9lZ2XXlp2Y9mGmr0+mUxaJMdcjJkU8i9KlkB5QsDETvCMkxHeNzqFLlENkLUMuN4wCQg46xUlmYhAbiZrMpCobfBag7nU5J1SMQRgUtISh28OhMspSyBq9YieVyWcplyiHGg2nAScnok/en0lF9ZBwi7uek5rkUKnPdJ2MIeD+KM+ceK51d48IJkod4SJyV0XPKALcUGzeP2SVse0QU4CvDRMPnjIYbYj2bNvBPFqVKlSoPC8Gmh175n7OwOncymcRoNIqIiIuLi5jP5wVUO1NJEkcZJzIwrTGtTBwCeKvVKgaDQZycnNwDXty2m2EU1NcCiyIHBA65nbZPHEjOyO4JUDMrBYEf82MTULsHkCy87JAANRcUknQQOUHATYC7Xq9Ln+kc2S7adebPZkz48fFxrNfruL6+LuVoB0V6eFUeQxdlb5k+UOeQoCKBxjYqa4q/o3wH/T3RfVQebUqVKofI3gFDfMkzFpOSHXMQpk+6ujzOSef7dyqyDJhKsuMZUKQbj79TcbHt3j4vy2f3bf2T/bHebb/TgGT38++77vWQuLvM3Wltkrlv/fuue/qzzp79rnLUvpOrq/jf/tk/Gye2GQ7LqlKlyn7y0Pj3SSyFniYRKox7bQPpvk7C2WyJ60fqcw/pYzYosaP6ZFyyjnEtSaZH23ReG1tKnZ+12/tjX72a6XkvX8C2LbyD9csmTm7Hacu9rW7D+E54OEdGQPlEzUOGsslKNvnK2lelyqGyN0O9WCzK/2Se9T9/y5hRAjx/8eVOE0MdEYXNllKT6L5cKCKWgedw5u5t4YxZ52rLaw5AMgdsn5jq0pnYsEZli5XlbJisaqYwVD/O3jMlJ8aBfRkRhU3xunoZmUJxr4Puo7LJ8LcZB79O9STT44rZmReWodg7MTZuWNRfOt/fx+12G1/1Az8Q/8I/+2fxy//G34jv+tqvbdTvsZOKKlWq3Ek2EaXOlB70+N7lctlgYEejUTx58iS22xdhAVdXVwW0LpfLogvFLN/e3jZ2raX+93zJ1BURzXzR1E0kTOSx8nPkbVRqOG5c0ul0Srq4DOCqrmS0tVhvuVw2wky0Jboz+iqTtod2hMd1rUJfmD2FdZN+3W5fLELUuRICfQexvCd1v1h4eZ4VbqM6eHijh73w/dE91W9MsyiccHp6GuPxuGwSpPpnMeZ6B2jj2bbKUFd5Gdk7hjpTGoxJ1TEH1PzUOWIoOKsUY6EyPI80QzEcMHu4Ae/DOnm9VI6UMmfZEfnmKFzRLAVMlyAVmpSLwDFBpJdHJcxruCqaz0NCBeTPZNefK49MSRJ4+jH1W8bU8DpnMyicdLiyjbgLF3EWggbHn4/k277926MPQ/KlH/94fOnHPx7rXi/+0O///ff6vEqVKg+LT4j9N+kgxQMTmAqMipEeDodxcXFRbMDbb79dtq/WZiFkG7lWR8edQNA9nbQgoJaOZEYQz7JE4Kq1MPru4QeKG2YYIIWAer1eNzKFqG1KpefMr/cvn4HrcdZB4S+MZWb7XV8r7INEBokj9yKTrOHER7HgIsQEYmn/2iY9tC0E/ALWwgiazJycnJRQHj2DzWbTCN+hzeWzJNCmza9S5RA5KOSjzW3jg5Pibi19cvBkYR8+O3eXjrvAeP+2/1Vexta6G9DBorOZbf97jPlDzLBkcnkZ3/Qn/2SMLy/Te2b389+p4HaB6V31Z7+5tAHjNvHz+Tyz8J7H3M+Vclud/vBv+23xiQ9+MFafNQ7rfj/+3hd9Ufyx3/27H1X3KlWq5PLQ+HfQ7bpJ5wg0KX2qsn94/G9bmFfGovLeArJti9QkBFsM72BICEkehoL4d9aHdaVNaQsdeUinZW1m/d0etIW6OOnVtibHSZy2cBf2v56j23Sy0VlYj7fDy+Yz5SLTNpDuYD3rQ5ZfyZUqLyN7M9SejJ1KoA2MOXvMF54LzcQycCFfxN2CNLEVbUBMg4z30j34P1kHtkFKTi44sfE+YH17VAfgaptck2LVGWbSBqp/6V/7a/ELfuIn4iu+53vie7/hGxr182vbFgDqN13LOu4C8xQxCWQ/OKHJ7sNno/7N3IzqU7FXXGHukyz1t56tK2AH6a5ALyeTWAwG0bu9jXWvF0c3N7EaDGJ+fh7dzeYeS1OlSpXHScacaixRB2gh+3a7Lczs7e1tjMfjiHihCyaTSdEJT548iYiI6XR6Twez7IhoMK/UzcqxzIxNZCAZQkj9L4aWbSQQF/MpFrTb7cbNzU0JTdH9nzx50vC+8p6yMVp0L9Z1u93GaDRqAMFMuGhe7RH7S7DL9uieOo/ZulSe+trvrwWVmmxcXV01bCozoBwdHZV83Ov1umzWI13vorZ3Op3GBEP14nOVreh2uzEYDGIymZTsHmSZlcuaDLWes+qs/qPurwx1lZeVvfNQe87NiDvw5eKshDPUeoGl9BQjJ2WogSXQQ8XpAJfnOWClu9FZDYnqKMXLvKQanEyx5uVwsOp3KV1nATJF+a3/wX8QPcSIf8kP/VB8yQ/9UNz0evHt3/ZtKcPvgJrtdOEz8Fn4PoDSmYQsxMaZBr4fvK+el/6kUDOmwVkn/rarDpvNJk6m0/jYl3xJ/N0v+7L4kh/5kTj5rEHg+VWqVHm8OKlC2W63jYkyw89oB0hyaMOT1WpVdlDcbrclZID30b1FXnDtjJM0uj9jlzudZjo3lS3AqFhflSOwKX3l62RoF7TzYcRdqBptgUIStBFLt9stIRmyW22MqvqMWTioVzP2We3hpzPsysShujlj7JMQ1VUsNMkMhWIMh8OSXUX1EfDm+8KQC04EGObprLbwwnA4LKkXKfrfw0d3eY35XlV7UOVQ2ZuhdteQM4X8dLC02Wxi9OxZfN2f+TPx57/xG+MqcffoWmciyTT7vZx51TVkTD3EgUDMyyMry5ls5opimfsK2/1/+dZvjV/50Y/GF/zDfxj99TrW/X588kMfir/+a37NPSDN+3s9HDBn57GNGVD3OrqQbc/ObZu0ZOWJ9VY/87m0vRvZu7Lrmv/y678+hsNhHB8fx1/9uq97cd2O9lWpUuVhafO0UV+7niEYpA7RuQr30J9SqTLkgnrCx3rEHQATW8wJt+tOZvMg0GQ5JFbojYyIBnlBMKgFkmTNBV7FajOExMMypBddBOh1Dtldb4filsWes31cIOjtpv31fnVPr4PzrC5MS/pYfeuED21yW92yOu4imXQfTnyqVHkZ2RtQi8HNlBlfSs08Oehubm7iI9/93fELfuIn4iu/7/vi//XVXx3Hx8dlhk/GWiyCmEnObrm4IqK5kER14vkecqIydI63gwsgfVKQhYq0TTLYbwTyzgJst9sXoQnHx3F0c1NCExbHx3E5Hkd3e7coxGO7M+8AF+RkwJ/95kIG3pmlTDKmhP+TZdDiIQfErtSV6YWbwXif0v1Ho023nU/qVF9fsFSlSpXDJJvcCugJDJPZVSaJwWDQYGYHg0EMh8O4ubmJs7OzBvu8XC5jPp/HdDotE2+BVIUzOKHCbbupOxnyoG3OGfvMsrRIkPpCoFj3kU1g2MF8Po/Ly8u4ubmJ0WhUdKm8nhF3CyEVyqhwCwFghS742pKbm5uYz+dxc3NTQivEcjO8Qvb28vIynj171mC2VQbPdU9nlvGCYYCqi8D6dDqNiCghFvpN28nrmTlZRnEvqogW1VPsv/pF1/C5+8J8Tqr8+eo9daa9SpVDZe+QD73wdJ9lzC6Z4c1mE7/lt/7W6CEdz0c+9rH4yMc+Fuujo/jW3/k7G+UJsBOUc1YqEEZl4Cyr14mrw6U8BPY4CHWNMxltDHXG0rqi2BUSQ9A3ub6Oj3/4w/GjH/lIfMnHPx6n19elvlJAVAr802/OOrO9u2Kf9TsZbrL0mfAebd6KzOC66NlqsqYyCYwdWFMxZxMW7/+s3yuYrlLl5SWbTDPkgmNUoQcCo1xHIRA+HA5jtVrF7e1tTCaTEjqi2GaGCdBGSDQhZ6pO3U91IFhjvC4ZdNUnohmuRzZW7aNuZhw2Q1IygkOhhCSdVD/30EbcTQrW63VZnyMAy/R4qsd8Po/5fN7QgZpMaGKQkUEEwLSLzHSi/yPuUgBuNptG+I7+3Ma6HWjzdKiPdV/qfS9D56vefE/oEeG91E6vX5Uqh8jegPpQ+X/+kT8SH/lv/pv4vE98Ivrrdaz6/fiHv/gXx1/+Fb/i5/zenFX/T1m+45u+qdTzo1/7tXXGXKVKlX/upIKaw+R/DjauSpWfz9LZZxB2Op23I+KfHnqzz4/4F55GvLaN2HYiOu9GvP1PIv7ZoeVVqfI5lM/bbrev/Y9diSpV/ucgL2sLqlT5n7BUW1DlINkLUFepUqVKlSpVqlSpUqUpNaagSpUqVapUqVKlSpWXkAqoq1SpUqVKlSpVqlR5CamAukqVKlWqVKlSpUqVl5AKqKtUqVKlSpUqVapUeQmpgLpKlSpVqlSpUqVKlZeQCqirVKlSpUqVKlWqVHkJqYC6SpUqVapUqVKlSpWXkAqoq1SpUqVKlSpVqlR5CamAukqVKlWqVKlSpUqVl5D/P+DdjnYf733VAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "n_faces = 3\n", + "n_rows = n_faces + 1\n", + "n_cases = 1\n", + "fig, axs = plt.subplots(n_rows, 2, figsize=(12, 3 * n_rows))\n", + "\n", + "for k in range(n_cases): \n", + " # Get average reconstruction error across test set\n", + " test_error = model_pre.reconstruction_error(X_test, sensor_range=[n_sensors])\n", + " \n", + " # Plot sensor locations\n", + "\n", + " axs[0, k].plot()\n", + " axs[0, k].imshow(img.reshape(image_shape), cmap=plt.cm.binary)\n", + " axs[0, k].set(title=f\"Predtermined (MSE: {test_error[0]:.2f})\")\n", + " \n", + "\n", + " # Plot reconstructed faces\n", + " for j in range(n_faces):\n", + " idx = 10 * j\n", + " img = model_pre.predict(X_test[idx, top_sensors_pre])\n", + " vmax = max(img.max(), img.min())\n", + " axs[j + 1, k].imshow(\n", + " img.reshape(image_shape),\n", + " cmap=plt.cm.binary,\n", + " vmin=-vmax,\n", + " vmax=vmax\n", + " )\n", + " yPredetermined = np.floor(top_sensors_pre/np.sqrt(n_features))\n", + " xPredetermined = np.mod(top_sensors_pre,np.sqrt(n_features))\n", + " axs[j + 1, k].plot(xPredetermined, yPredetermined,'*r')\n", + " axs[j + 1,k].scatter(predetermined_sensorsx, predetermined_sensorsy, color = 'b')\n", + "\n", + " error = model_pre.reconstruction_error(X_test[idx], sensor_range=[n_sensors])[0]\n", + " axs[j + 1, k].set(title=f\"MSE: {error:.2f}\")\n", + " \n", + " # Plot target image\n", + " true_img = X_test[idx]\n", + " vmax = max(true_img.max(), true_img.min())\n", + " axs[j + 1, k + 1].imshow(\n", + " true_img.reshape(image_shape),\n", + " cmap=plt.cm.binary,\n", + " vmin=-vmax,\n", + " vmax=vmax\n", + " )\n", + " axs[j + 1, k + 1].set(title=\"Original image\")\n", + " \n", + "\n", + "[ax.set(xticks=[], yticks=[]) for ax in axs.flatten()]\n", + "fig.tight_layout()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Compare the reconstruction errors for unconstrained and predetermined sensor placement on the test set:" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The reconstruction error for the unconstrained case is [0.12301832]\n", + "The reconstruction error for the predetermined case is [1.39048922]\n" + ] + } + ], + "source": [ + "test_error_unconstrained = model_unconstrained.reconstruction_error(X_test, sensor_range=[n_sensors])\n", + "test_error_predetermined = model_pre.reconstruction_error(X_test, sensor_range=[n_sensors])\n", + "print(\"The reconstruction error for the unconstrained case is {}\".format(test_error_unconstrained))\n", + "print(\"The reconstruction error for the predetermined case is {}\".format(test_error_predetermined))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The distance constrained case:\n", + "- This occurs when we want to place sensors a certain distance (radius (r)) away from each other.\n", + "\n", + "#### Suppose we want to places sensors 7 units away from each other to reconstruct the Olivetti Faces Dataset." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "r = 7 #The radius of the distance constraint\n", + "nx = 64\n", + "ny = 64\n", + "optimizer_distance= ps.optimizers.GQR()\n", + "opt_distance_kws ={\n", + " 'n_sensors':n_sensors,\n", + " 'all_sensors':all_sensors,\n", + " 'r': r,\n", + " 'info': X_train,\n", + " 'nx': 64,\n", + " 'ny': 64,\n", + " 'constraint_option':\"distance\"} #Constraint option for distance constraint\n", + "basis_distance = ps.basis.SVD(n_basis_modes=n_sensors)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The list of sensors selected is: [2204 4038 3965 320 253 594 3618 878 2468 429 4063 1115 2772 3828\n", + " 1160]\n" + ] + } + ], + "source": [ + "# Initialize and fit the model\n", + "model_distance = ps.SSPOR(basis = basis_distance, optimizer = optimizer_distance, n_sensors = n_sensors)\n", + "model_distance.fit(X_train,**opt_distance_kws)\n", + "\n", + "# sensor locations based on columns of the data matrix\n", + "top_sensors_distance = model_distance.get_selected_sensors()\n", + "\n", + "# sensor locations based on pixels of the image\n", + "xTopConstdistance= np.mod(top_sensors_distance,np.sqrt(n_features))\n", + "yTopConstdistance = np.floor(top_sensors_distance/np.sqrt(n_features))\n", + "\n", + "print('The list of sensors selected is: {}'.format(top_sensors_distance))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Display the distance constrained sensor locations (black dots) where the red circles demonstrate distance of 7 units between adjacent sensors. " + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "img = np.zeros(n_features)\n", + "img[top_sensors_distance] = 16\n", + "fig,ax = plt.subplots(1)\n", + "ax.set_aspect('equal')\n", + "ax.imshow(img.reshape(image_shape),cmap=plt.cm.binary)\n", + "top_sensors_grid = np.unravel_index(top_sensors_distance, (64,64))\n", + "for i in range(len(top_sensors_grid[0])):\n", + " circ = Circle( (top_sensors_grid[1][i], top_sensors_grid[0][i]), r ,color='r',fill = False )\n", + " ax.add_patch(circ)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Display the unconstrained and constrained (GQR distance) sensor locations on the grid" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_gallery('Distance', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", + "ax = plt.gca()\n", + "plt.plot(xTopConstdistance, yTopConstdistance, '*r')\n", + "plt.xlabel('x')\n", + "plt.ylabel('y')\n", + "plt.xticks(np.arange(0, 64, 5), rotation=90)\n", + "plt.yticks(np.arange(0, 64, 5), rotation=90)\n", + "\n", + "for i in range(len(top_sensors_grid[0])):\n", + " circ = Circle((top_sensors_grid[1][i], top_sensors_grid[0][i]), r, color='r', fill=False)\n", + " ax.add_patch(circ) \n", + "for ind, i in enumerate(range(len(xTopUnc))):\n", + " plt.annotate(f\"{str(ind)}\", (xTopConstdistance[i], yTopConstdistance[i]), xycoords='data',\n", + " xytext=(-20, 20), textcoords='offset points', color=\"r\", fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "plot_gallery('Unconstrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", + "\n", + "plt.plot(xUnconstrained, yUnconstrained,'*r')\n", + "plt.xlim([0,64])\n", + "plt.ylim([64,0])\n", + "for ind,i in enumerate(range(len(xUnconstrained))):\n", + " plt.annotate(f\"{str(ind)}\",(xUnconstrained[i],yUnconstrained[i]),xycoords='data',\n", + " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Compare unconstrained vs. constrained (distance) sensor indices and pixel coordinates" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Sensor IDUncXUncYSensor IDXConstYConst
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" + ], + "text/plain": [ + " Sensor ID UncX UncY Sensor ID XConst YConst\n", + "0 2204 28 34 2204 28 34\n", + "1 4038 6 63 4038 6 63\n", + "2 3965 61 61 3965 61 61\n", + "3 320 0 5 320 0 5\n", + "4 253 61 3 253 61 3\n", + "5 594 18 9 594 18 9\n", + "6 3618 34 56 3618 34 56\n", + "7 878 46 13 878 46 13\n", + "8 2331 27 36 2468 36 38\n", + "9 3999 31 62 429 45 6\n", + "10 429 45 6 4063 31 63\n", + "11 2772 20 43 1115 27 17\n", + "12 2878 62 44 2772 20 43\n", + "13 3469 13 54 3828 52 59\n", + "14 1243 27 19 1160 8 18" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "columns = ['Sensor ID','UncX','UncY','Sensor ID','XConst','YConst']\n", + "ConstrainedSensors_df = pd.DataFrame(data = np.vstack([top_sensors,xTopUnc,yTopUnc,top_sensors_distance,xTopConstdistance,yTopConstdistance]).T,columns=columns,dtype=int)\n", + "ConstrainedSensors_df.head(n_sensors)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Reconstruct image from test set using sensors placed via distance optimizer\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "n_faces = 3\n", + "n_rows = n_faces + 1\n", + "n_cases = 1\n", + "fig, axs = plt.subplots(n_rows, 2, figsize=(12, 3 * n_rows))\n", + "\n", + "for k in range(n_cases):\n", + " # Get average reconstruction error across test set\n", + " test_error = model_distance.reconstruction_error(X_test, sensor_range=[n_sensors])\n", + " \n", + " # Plot sensor locations\n", + " axs[0, k].plot()\n", + " axs[0, k].imshow(img.reshape(image_shape), cmap=plt.cm.binary)\n", + " axs[0, k].set_title(f\"Distance Constrained (MSE: {test_error[0]:.2f})\")\n", + " \n", + " # Add red circles to the first subplot\n", + " for i in range(len(top_sensors_grid[0])):\n", + " circ = Circle((top_sensors_grid[1][i], top_sensors_grid[0][i]), r, color='r', fill=False)\n", + " axs[0, k].add_patch(circ)\n", + " \n", + " # Plot reconstructed faces\n", + " for j in range(n_faces):\n", + " idx = 10 * j\n", + " img = model_pre.predict(X_test[idx, top_sensors_distance])\n", + " vmax = max(img.max(), img.min())\n", + " axs[j + 1, k].imshow(\n", + " img.reshape(image_shape),\n", + " cmap=plt.cm.binary,\n", + " vmin=-vmax,\n", + " vmax=vmax\n", + " )\n", + " \n", + " # Calculate sensor positions\n", + " yDistance = np.floor(top_sensors_distance / np.sqrt(n_features))\n", + " xDistance = np.mod(top_sensors_distance, np.sqrt(n_features))\n", + " axs[j + 1, k].plot(xDistance, yDistance, '*r')\n", + " \n", + " # Add red circles to each reconstructed face subplot\n", + " for i in range(len(top_sensors_grid[0])):\n", + " circ = Circle((top_sensors_grid[1][i], top_sensors_grid[0][i]), r, color='r', fill=False)\n", + " axs[j + 1, k].add_patch(circ)\n", + " \n", + " # Add annotations for sensor indices\n", + " for ind, i in enumerate(range(len(xTopConstdistance))):\n", + " axs[j + 1, k].annotate(f\"{str(ind)}\", (xTopConstdistance[i], yTopConstdistance[i]), \n", + " xycoords='data', xytext=(-20, 20), textcoords='offset points', \n", + " color=\"r\", fontsize=12, \n", + " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", + " \n", + " error = model_distance.reconstruction_error(X_test[idx], sensor_range=[n_sensors])[0]\n", + " axs[j + 1, k].set_title(f\"MSE: {error:.2f}\")\n", + " \n", + " # Plot target image\n", + " true_img = X_test[idx]\n", + " vmax = max(true_img.max(), true_img.min())\n", + " axs[j + 1, k + 1].imshow(\n", + " true_img.reshape(image_shape),\n", + " cmap=plt.cm.binary,\n", + " vmin=-vmax,\n", + " vmax=vmax\n", + " )\n", + " axs[j + 1, k + 1].set_title(\"Original image\")\n", + "\n", + "# Remove ticks from all subplots\n", + "[ax.set_xticks([]) for ax in axs.flatten()]\n", + "[ax.set_yticks([]) for ax in axs.flatten()]\n", + "\n", + "fig.tight_layout()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Conclusion:\n", + "Despite spacing the sensors 7 units apart, the reconstruction MSE remains low, with the highest error of 0.15 occurring for the face with glasses, since most faces in the dataset lack this feature." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "base", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/spatially_constrained_qr.ipynb b/examples/spatially_constrained_qr.ipynb deleted file mode 100644 index 422508b..0000000 --- a/examples/spatially_constrained_qr.ipynb +++ /dev/null @@ -1,2290 +0,0 @@ -{ - "cells": [ - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# General QR Optimizer for Spatial Constraints\n", - "\n", - "This notebook explores the `PySensors` General QR `GQR` optimizer for spatially-constrained sparse sensor placement (for reconstruction).\n", - "\n", - "Suppose we are interested in reconstructing a field based on a limited set of measurements due to constrained locations. Examples:\n", - "\n", - "- Nuclear applications (estimating the temperature at different points inside a nuclear fuel rod where certain areas allow only a limited number of thermocouples)\n", - "- Fluid flows (approximating the temperature distribution of heat diffusion through a plate where no sensors are allowed near the heater )\n", - "- Sea-surface temperature (determining the locations of the rest of the sensors when two locations are predetermined to predict the temperature at any point on the ocean.)\n", - "\n", - "In other notebooks we have shown how one can use the `SSPOR` class to pick optimal locations in which to place sensors to accomplish this task. But so far we have treated all sensor locations as being equally viable (`QR` optimizer). The cost-constrained QR (`CCQR` optimizer) determines the optimal placement of sensors based on the cost of placing a sensor in a certain location. What happens when some sensor locations allow only a limited number of sensors to be placed, predetermined locations are present or restricted areas exist within the physical attribute. \n", - "\n", - "The General QR algorithm was devised specifically to solve such problems. The `PySensors` object implementing this method is named `GQR` and in this notebook we'll demonstrate its use on a toy problem.\n", - "\n", - "See the following reference for more information ([link](https://arxiv.org/abs/2306.13637))\n", - "\n", - "\n", - " Niharika Karnik, Mohammad G. Abdo, Carlos E. Estrada Perez, Jun Soo Yoo, Joshua J. Cogliati, Richard S. Skifton, Pattrick Calderoni, Steven L. Brunton, and Krithika Manohar. Optimal Sensor Placement with Adaptive Constraints for Nuclear Digital Twins. 2023. arXiv: 2306 . 13637 [math.OC]." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from time import time\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "from sklearn import datasets\n", - "\n", - "import pandas as pd\n", - "import pysensors as ps\n", - "\n", - "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", - "from matplotlib.patches import Circle" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Setup \n", - "\n", - "We'll consider the Olivetti faces dataset from AT&T. Our goal will be to reconstruct images of faces from limited number of sensors placed in certain constrained regions and predetermined locations. \n", - "\n", - "Loading and preprocessing the data:" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Number of samples: 400\n", - "Number of features (sensors): 4096\n" - ] - } - ], - "source": [ - "faces = datasets.fetch_olivetti_faces(shuffle=True, random_state=99)\n", - "X = faces.data\n", - "\n", - "n_samples, n_features = X.shape\n", - "print('Number of samples:', n_samples)\n", - "print('Number of features (sensors):', n_features)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# Global centering\n", - "X = X - X.mean(axis=0)\n", - "\n", - "# Local centering\n", - "X -= X.mean(axis=1).reshape(n_samples, -1)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# From https://scikit-learn.org/stable/auto_examples/decomposition/plot_faces_decomposition.html\n", - "n_row, n_col = 2, 3\n", - "n_components = n_row * n_col\n", - "image_shape = (64, 64)\n", - "\n", - "# Plot first few centered faces:\n", - "def plot_gallery(title, images, n_col=n_col, n_row=n_row, cmap=plt.cm.gray):\n", - " '''Function for plotting faces'''\n", - " plt.figure(figsize=(5. * n_col, 5.5 * n_row))#2. * n_col, 2.26 * n_row\n", - " plt.suptitle(title, size=16)\n", - " for i, comp in enumerate(images):\n", - " plt.subplot(n_row, n_col, i + 1)\n", - " vmax = max(comp.max(), -comp.min())\n", - " plt.imshow(comp.reshape(image_shape), cmap=cmap,\n", - " interpolation='nearest',\n", - " vmin=-vmax, vmax=vmax)\n", - " plt.xticks(())\n", - " plt.yticks(())\n", - " plt.subplots_adjust(0.01, 0.05, 0.99, 0.93, 0.04, 0.)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_gallery(\"First few centered faces\", X[:n_components])" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We'll learn the sensors using the first 300 faces and use the rest for testing reconstruction error." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "X_train, X_test = X[:300], X[300:]" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unconstrained optimization of sensor placement:\n", - "\n", - "Consider the case where we treat all sensor locations as being equally viable." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The list of sensors selected is: [2204 4038 3965 320 253 594 3618 878 2331 3999 429 2772 2878 3469\n", - " 1243]\n" - ] - } - ], - "source": [ - "n_sensors = 15\n", - "n_modes = 15\n", - "\n", - "# Define the QR optimizer\n", - "optimizer_unconstrained = ps.optimizers.QR()\n", - "basis_unconstrained = ps.basis.SVD(n_basis_modes=n_sensors)\n", - "\n", - "# Initialize and fit the model\n", - "model_unconstrained = ps.SSPOR(basis=basis_unconstrained,optimizer=optimizer_unconstrained, n_sensors=n_sensors)\n", - "model_unconstrained.fit(X_train)\n", - "\n", - "all_sensors = model_unconstrained.get_all_sensors()\n", - "\n", - "# sensor locations based on columns of the data matrix\n", - "top_sensors = model_unconstrained.get_selected_sensors() \n", - "\n", - "# sensor locations based on pixels of the image\n", - "xTopUnc = np.mod(top_sensors,np.sqrt(n_features)) \n", - "yTopUnc = np.floor(top_sensors/np.sqrt(n_features)) \n", - "xAllUnc = np.mod(all_sensors,np.sqrt(n_features))\n", - "yAllUnc = np.floor(all_sensors/np.sqrt(n_features))\n", - "\n", - "print('The list of sensors selected is: {}'.format(top_sensors))" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The above cell shows sensor locations in terms of the column numbers chosen as sensors. \n", - "\n", - "These locations can be converted into the x and y position of a pixel on the image grid shown by xTopUnc and yTopUnc. " - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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Sensor IDSensorXsensorY
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" - ], - "text/plain": [ - " Sensor ID SensorX sensorY\n", - "0 2204 28 34\n", - "1 4038 6 63\n", - "2 3965 61 61\n", - "3 320 0 5\n", - "4 253 61 3\n", - "5 594 18 9\n", - "6 3618 34 56\n", - "7 878 46 13\n", - "8 2331 27 36\n", - "9 3999 31 62\n", - "10 429 45 6\n", - "11 2772 20 43\n", - "12 2878 62 44\n", - "13 3469 13 54\n", - "14 1243 27 19" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#Sensor ID corresponds to the column number chosen\n", - "columns = ['Sensor ID','SensorX','sensorY'] \n", - "unconstrainedSensors_df = pd.DataFrame(data = np.vstack([top_sensors,xTopUnc,yTopUnc]).T,columns=columns,dtype=int)\n", - "unconstrainedSensors_df.head(n_sensors)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now if we want to place just two sensors in the constrained region defined as $20 \\leq x \\leq 40$ and $10 \\leq y \\leq 40$. " - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Define our constrained region: \n", - "xmin = 20\n", - "xmax = 40\n", - "ymin = 10\n", - "ymax = 40\n", - "\n", - "# Plot the constrained region and the unconstrained sensors where 1 is the first sensor chosen.\n", - "image = X[4,:].reshape(1,-1)\n", - "\n", - "plot_gallery('unconstrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", - "plt.plot([xmin,xmin],[ymin,ymax],'-.r')\n", - "plt.plot([xmin,xmax],[ymax,ymax],'-.r')\n", - "plt.plot([xmax,xmax],[ymin,ymax],'-.r')\n", - "plt.plot([xmin,xmax],[ymin,ymin],'-.r')\n", - "plt.plot(xTopUnc, yTopUnc,'*r')\n", - "plt.xlabel('x')\n", - "plt.ylabel('y')\n", - "plt.xticks(np.arange(0,64,5),rotation=90)\n", - "plt.yticks(np.arange(0,64,5),rotation=90)\n", - "for ind,i in enumerate(range(len(xTopUnc))):\n", - " plt.annotate(f\"{str(ind)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", - " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "# Find the constrained sensor indices through the utils function\n", - "sensors_constrained = ps.utils._constraints.get_constrained_sensors_indices(xmin,xmax,ymin,ymax,image_shape[0],image_shape[1],all_sensors) #Constrained column indices " - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "There are three sensors placed by QR which lie within the constrained region, however only (n_const_sensors = 2) are allowed in that region. \n", - "\n", - "Two strategies have been developed to deal with this case: \n", - "\n", - "- exact_n : Number of sensors in the constrained region should be exactly equal to s. \n", - "- max_n : Number of sensors in the constrained region should be less than or equal to s. " - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## The exact_n case: " - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "# Define the number of constrained sensors allowed (s)\n", - "n_const_sensors = 2\n", - "\n", - "# Define the GQR optimizer for the exact_n sensor placement strategy\n", - "optimizer_exact = ps.optimizers.GQR()\n", - "opt_exact_kws={'idx_constrained':sensors_constrained,\n", - " 'n_sensors':n_sensors,\n", - " 'n_const_sensors':n_const_sensors,\n", - " 'all_sensors':all_sensors,\n", - " 'constraint_option':\"exact_n\"}\n", - "basis_exact = ps.basis.SVD(n_basis_modes=n_sensors)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The list of sensors selected is: [2204 4038 3965 320 594 253 3618 878 2331 3999 429 2814 2772 3469\n", - " 211]\n" - ] - } - ], - "source": [ - "# Initialize and fit the model\n", - "model_exact = ps.SSPOR(basis = basis_exact, optimizer = optimizer_exact, n_sensors = n_sensors)\n", - "model_exact.fit(X_train,**opt_exact_kws)\n", - "\n", - "# sensor locations based on columns of the data matrix\n", - "top_sensors_exact = model_exact.get_selected_sensors()\n", - "\n", - "# sensor locations based on pixels of the image\n", - "xTopConst = np.mod(top_sensors_exact,np.sqrt(n_features))\n", - "yTopConst = np.floor(top_sensors_exact/np.sqrt(n_features))\n", - "\n", - "print('The list of sensors selected is: {}'.format(top_sensors_exact))" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Display the unconstrained and constrained (GQR exact_n) sensor locations on the grid " - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "img = np.zeros(n_features)\n", - "img[top_sensors] = 16\n", - "plt.figure(figsize=(5,5))\n", - "plt.plot(xTopConst,yTopConst,'*r')\n", - "plt.plot([xmin,xmin],[ymin,ymax],'r')\n", - "plt.plot([xmin,xmax],[ymax,ymax],'r')\n", - "plt.plot([xmax,xmax],[ymin,ymax],'r')\n", - "plt.plot([xmin,xmax],[ymin,ymin],'r')\n", - "plt.ylim([64,0])\n", - "plt.title('n_sensors = {}, n_const_sensors = {}'.format(n_sensors,n_const_sensors))\n", - "for ind,i in enumerate(range(len(xTopConst))):\n", - " plt.annotate(f\"{str(ind)}\",(xTopConst[i],yTopConst[i]),xycoords='data',\n", - " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", - "plt.grid()\n", - "plt.show()\n", - "\n", - "plt.figure(figsize=(5,5))\n", - "plt.plot(xTopUnc, yTopUnc,'*r')\n", - "plt.plot([xmin,xmin],[ymin,ymax],'r')\n", - "plt.plot([xmin,xmax],[ymax,ymax],'r')\n", - "plt.plot([xmax,xmax],[ymin,ymax],'r')\n", - "plt.plot([xmin,xmax],[ymin,ymin],'r')\n", - "plt.title('Unconstrained')\n", - "plt.xlabel('x')\n", - "plt.ylabel('y')\n", - "plt.ylim([64,0])\n", - "for ind,i in enumerate(range(len(xTopUnc))):\n", - " plt.annotate(f\"{str(ind)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", - " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", - "plt.grid()\n", - "plt.show()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Compare unconstrained vs. constrained (exact_n) sensor indices and pixel coordinates " - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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Sensor IDUncXUncYSensor IDXConstYConst
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" - ], - "text/plain": [ - " Sensor ID UncX UncY Sensor ID XConst YConst\n", - "0 2204 28 34 2204 28 34\n", - "1 4038 6 63 4038 6 63\n", - "2 3965 61 61 3965 61 61\n", - "3 320 0 5 320 0 5\n", - "4 253 61 3 594 61 3\n", - "5 594 18 9 253 18 9\n", - "6 3618 34 56 3618 34 56\n", - "7 878 46 13 878 46 13\n", - "8 2331 27 36 2331 27 36\n", - "9 3999 31 62 3999 31 62\n", - "10 429 45 6 429 45 6\n", - "11 2772 20 43 2814 20 43\n", - "12 2878 62 44 2772 62 44\n", - "13 3469 13 54 3469 13 54\n", - "14 1243 27 19 211 27 19" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "yConstrained = np.floor(top_sensors/np.sqrt(n_features))\n", - "xConstrained = np.mod(top_sensors,np.sqrt(n_features))\n", - "\n", - "columns = ['Sensor ID','UncX','UncY','Sensor ID','XConst','YConst']\n", - "ConstrainedSensors_df = pd.DataFrame(data = np.vstack([top_sensors,xTopUnc,yTopUnc,top_sensors_exact,xConstrained,yConstrained]).T,columns=columns,dtype=int)\n", - "ConstrainedSensors_df.head(n_sensors)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plot sensor locations (pixels) on the image for unconstrained vs. constrained (exact_n)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_gallery('unconstrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", - "yUnconstrained = np.floor(top_sensors/np.sqrt(n_features))\n", - "xUnconstrained = np.mod(top_sensors,np.sqrt(n_features))\n", - "plt.plot([xmin,xmin],[ymin,ymax],'-.r')\n", - "plt.plot([xmin,xmax],[ymax,ymax],'-.r')\n", - "plt.plot([xmax,xmax],[ymin,ymax],'-.r')\n", - "plt.plot([xmin,xmax],[ymin,ymin],'-.r')\n", - "plt.plot(xTopUnc, yTopUnc,'*r')\n", - "for i in (range(len(xTopUnc))):\n", - " plt.annotate(f\"{str(i)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", - " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", - "\n", - "\n", - "plot_gallery('Constrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", - "plt.plot([xmin,xmin],[ymin,ymax],'-r')\n", - "plt.plot([xmin,xmax],[ymax,ymax],'-r')\n", - "plt.plot([xmax,xmax],[ymin,ymax],'-r')\n", - "plt.plot([xmin,xmax],[ymin,ymin],'-r')\n", - "plt.plot(xTopConst, yTopConst,'*r')\n", - "for i in (range(len(xTopConst))):\n", - " plt.annotate(f\"{str(i)}\",(xTopConst[i],yTopConst[i]),xycoords='data',\n", - " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Reconstruct image from test set using sensors placed via constrained (exact_n) optimizer" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "n_faces = 3\n", - "n_rows = n_faces + 1\n", - "n_cases = 1\n", - "fig, axs = plt.subplots(n_rows, 2, figsize=(12, 3 * n_rows))\n", - "\n", - "for k in range(n_cases): \n", - " # Get average reconstruction error across test set\n", - " test_error = model_exact.reconstruction_error(X_test, sensor_range=[n_sensors])\n", - " \n", - " # Plot sensor locations\n", - "\n", - " axs[0, k].plot()\n", - " axs[0, k].set(title=f\"constrained (MSE: {test_error[0]:.2f})\")\n", - " axs[0, k].plot(xTopConst,yTopConst,'*r')\n", - " axs[0, k].plot([xmin,xmin],[ymin,ymax],'r')\n", - " axs[0, k].plot([xmin,xmax],[ymax,ymax],'r')\n", - " axs[0, k].plot([xmax,xmax],[ymin,ymax],'r')\n", - " axs[0, k].plot([xmin,xmax],[ymin,ymin],'r')\n", - "\n", - " # Plot reconstructed faces\n", - " for j in range(n_faces):\n", - " idx = 10 * j\n", - " img = model_exact.predict(X_test[idx, top_sensors_exact])\n", - " vmax = max(img.max(), img.min())\n", - " axs[j + 1, k].imshow(\n", - " img.reshape(image_shape),\n", - " cmap=plt.cm.binary,\n", - " vmin=-vmax,\n", - " vmax=vmax\n", - " )\n", - " yConstrained = np.floor(top_sensors_exact/np.sqrt(n_features))\n", - " xConstrained = np.mod(top_sensors_exact,np.sqrt(n_features))\n", - " axs[j + 1, k].plot([xmin,xmin],[ymin,ymax],'-.m')\n", - " axs[j + 1, k].plot([xmin,xmax],[ymax,ymax],'-.m')\n", - " axs[j + 1, k].plot([xmax,xmax],[ymin,ymax],'-.m')\n", - " axs[j + 1, k].plot([xmin,xmax],[ymin,ymin],'-.m')\n", - " axs[j + 1, k].plot(xConstrained, yConstrained,'*r')\n", - "\n", - " error = model_exact.reconstruction_error(X_test[idx], sensor_range=[n_sensors])[0]\n", - " axs[j + 1, k].set(title=f\"MSE: {error:.2f}\")\n", - " \n", - " # Plot target image\n", - " true_img = X_test[idx]\n", - " vmax = max(true_img.max(), true_img.min())\n", - " axs[j + 1, k + 1].imshow(\n", - " true_img.reshape(image_shape),\n", - " cmap=plt.cm.binary,\n", - " vmin=-vmax,\n", - " vmax=vmax\n", - " )\n", - " axs[j + 1, k + 1].set(title=\"Original image\")\n", - " \n", - "\n", - "[ax.set(xticks=[], yticks=[]) for ax in axs.flatten()]\n", - "fig.tight_layout()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Compare reconstruction errors on test set for unconstrained vs. constrained exact_n sensor placement:" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The reconstruction error for the unconstrained case is [0.12293603]\n", - "The reconstruction error for the constrained exact_n case is [0.112486]\n" - ] - } - ], - "source": [ - "test_error_unconstrained = model_unconstrained.reconstruction_error(X_test, sensor_range=[n_sensors])\n", - "test_error_exact = model_exact.reconstruction_error(X_test, sensor_range=[n_sensors])\n", - "print(\"The reconstruction error for the unconstrained case is {}\".format(test_error_unconstrained))\n", - "print(\"The reconstruction error for the constrained exact_n case is {}\".format(test_error_exact))" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Observations: \n", - "- Since unconstrained optimization places 3 sensors in the constrained region, the constrained optimization with n_const_sensors = 2 removes one sensor (ID 14) from the region and places it outside. \n", - "\n", - "- The drop in reconstruction error between the unconstrained and constrained optimization is $\\mathcal{O} \\approx 10^{-2}$. \n", - "\n", - "However, now if we want to place exactly 4 sensors in the constrained region, constrained exact_n will force the last sensor (ID 13) to be placed in the constrained region as shown below: \n", - "- Note: As the 14th sensor already lies in the constrained region, the optimizer selects the second last sensor to lie in the constrained region. " - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [], - "source": [ - "# Define the number of constrained sensors allowed (s)\n", - "n_const_sensors_exact = 4\n", - "\n", - "# Define the GQR optimizer for the exact_n sensor placement strategy\n", - "optimizer_exact1 = ps.optimizers.GQR()\n", - "opt_exact_kws1={'idx_constrained':sensors_constrained,\n", - " 'n_sensors':n_sensors,\n", - " 'n_const_sensors':n_const_sensors_exact,\n", - " 'all_sensors':all_sensors,\n", - " 'constraint_option':\"exact_n\"}\n", - "basis_exact1 = ps.basis.SVD(n_basis_modes=n_sensors)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The list of sensors selected is: [2204 4038 3965 320 253 594 878 3618 2331 3999 429 2878 2772 1370\n", - " 1315]\n" - ] - } - ], - "source": [ - "# Initialize and fit the model\n", - "model_exact1 = ps.SSPOR(basis = basis_exact1, optimizer = optimizer_exact1, n_sensors = n_sensors)\n", - "model_exact1.fit(X_train,**opt_exact_kws1)\n", - "\n", - "# sensor locations based on columns of the data matrix\n", - "top_sensors_exact1 = model_exact1.get_selected_sensors()\n", - "\n", - "# sensor locations based on pixels of the image\n", - "xTopConst1 = np.mod(top_sensors_exact1,np.sqrt(n_features))\n", - "yTopConst1 = np.floor(top_sensors_exact1/np.sqrt(n_features))\n", - "\n", - "print('The list of sensors selected is: {}'.format(top_sensors_exact1))" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plot the sensor locations (pixels) on image for unconstrained and constrained exact_n" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_gallery('unconstrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", - "yUnconstrained = np.floor(top_sensors/np.sqrt(n_features))\n", - "xUnconstrained = np.mod(top_sensors,np.sqrt(n_features))\n", - "plt.plot([xmin,xmin],[ymin,ymax],'-.r')\n", - "plt.plot([xmin,xmax],[ymax,ymax],'-.r')\n", - "plt.plot([xmax,xmax],[ymin,ymax],'-.r')\n", - "plt.plot([xmin,xmax],[ymin,ymin],'-.r')\n", - "plt.plot(xTopUnc, yTopUnc,'*r')\n", - "for i in (range(len(xTopUnc))):\n", - " plt.annotate(f\"{str(i)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", - " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", - "\n", - "\n", - "plot_gallery('Constrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", - "plt.plot([xmin,xmin],[ymin,ymax],'-r')\n", - "plt.plot([xmin,xmax],[ymax,ymax],'-r')\n", - "plt.plot([xmax,xmax],[ymin,ymax],'-r')\n", - "plt.plot([xmin,xmax],[ymin,ymin],'-r')\n", - "plt.plot(xTopConst1, yTopConst1,'*r')\n", - "for i in (range(len(xTopConst1))):\n", - " plt.annotate(f\"{str(i)}\",(xTopConst1[i],yTopConst1[i]),xycoords='data',\n", - " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Conclusions:\n", - "\n", - "- The constrained exact_n case can be used to place exactly (n_const_sensors) in the constrained region. \n", - "- In cases where the QR optimizer by itself has more than (n_const_sensors) in the constrained region, exact_n removes the excess and places them in the constrained region. \n", - "- In cases where there are exactly (n_const_sensors) in the constrained region, exact_n results will match the QR optimizer. \n", - "- When there are fewer than (n_const_sensors) sensors in the constrained region, exact_n will force the deficit to be in the constrained region. " - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## The max_n case: \n", - "\n", - "#### Max_n employs the same strategy as exact_n when: (results are identical)\n", - "- The QR optimizer (unconstrained) places more than (n_const_sensors) in the constrained region, which violates the desired constraint.\n", - "- The constrained max_n optimizer removes excess sensors from the constrained and places them outside.\n", - "- There are exactly (n_const_sensors) sensors in the constrained region (max_n results will match exact_n which match the QR optimizer)\n", - "\n", - "However, there are three sensors located in the constrained region. If we want to place a maximum of 4 sensors in the constrained region max_n will place just 3 as seen below: " - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [], - "source": [ - "n_const_sensors_max = 4\n", - "# Define the GQR max_n optimizer\n", - "\n", - "optimizer_max = ps.optimizers.GQR()\n", - "opt_max_kws ={'idx_constrained':sensors_constrained,\n", - " 'n_sensors':n_sensors,\n", - " 'n_const_sensors':n_const_sensors_max,\n", - " 'all_sensors':all_sensors,\n", - " 'constraint_option':\"max_n\"}\n", - "basis_max = ps.basis.SVD(n_basis_modes=n_sensors)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The list of sensors selected is: [2204 4038 3965 320 253 594 878 2331 3618 3999 429 2772 2878 3469\n", - " 1243]\n" - ] - } - ], - "source": [ - "# Initialize and fit the model\n", - "model_max = ps.SSPOR(basis = basis_max, optimizer = optimizer_max, n_sensors = n_sensors)\n", - "model_max.fit(X_train,**opt_max_kws)\n", - "\n", - "# sensor locations based on columns of the data matrix\n", - "top_sensors_max = model_max.get_selected_sensors()\n", - "\n", - "# sensor locations based on pixels of the image\n", - "xTopConstMax = np.mod(top_sensors_max,np.sqrt(n_features))\n", - "yTopConstMax = np.floor(top_sensors_max/np.sqrt(n_features))\n", - "\n", - "print('The list of sensors selected is: {}'.format(top_sensors_max))" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "img = np.zeros(n_features)\n", - "img[top_sensors] = 16\n", - "plt.figure(figsize=(5,5))\n", - "plt.plot(xTopConstMax,yTopConstMax,'*r')\n", - "plt.plot([xmin,xmin],[ymin,ymax],'r')\n", - "plt.plot([xmin,xmax],[ymax,ymax],'r')\n", - "plt.plot([xmax,xmax],[ymin,ymax],'r')\n", - "plt.plot([xmin,xmax],[ymin,ymin],'r')\n", - "plt.ylim([64,0])\n", - "plt.title('n_sensors = {}, n_const_sensors = {}'.format(n_sensors,n_const_sensors_max))\n", - "for ind,i in enumerate(range(len(xTopConstMax))):\n", - " plt.annotate(f\"{str(ind)}\",(xTopConstMax[i],yTopConstMax[i]),xycoords='data',\n", - " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", - "plt.grid()\n", - "plt.show()\n", - "\n", - "plt.figure(figsize=(5,5))\n", - "plt.plot(xTopUnc, yTopUnc,'*r')\n", - "plt.plot([xmin,xmin],[ymin,ymax],'r')\n", - "plt.plot([xmin,xmax],[ymax,ymax],'r')\n", - "plt.plot([xmax,xmax],[ymin,ymax],'r')\n", - "plt.plot([xmin,xmax],[ymin,ymin],'r')\n", - "plt.title('Unconstrained')\n", - "plt.xlabel('x')\n", - "plt.ylabel('y')\n", - "plt.ylim([64,0])\n", - "for ind,i in enumerate(range(len(xTopUnc))):\n", - " plt.annotate(f\"{str(ind)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", - " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", - "plt.grid()\n", - "plt.show()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Conclusions: \n", - "\n", - "When there are fewer than (n_const_sensors_max) in the constrained region, max_n will only place three in the constrained region even though the user allows a max of 4,5 .. to be placed. " - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## The predetermined case: \n", - "\n", - "- This occurs when (n_pre_sensors) locations are already specified and we want the best locations to place the remaining sensors. \n", - "\n", - "#### Suppose two sensor locations are already specified (sen1 at $x = 10$ and $y =7$), (sen2 at $x = 25$ and $y = 30$). We optimize placement of the remaining sensors. " - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The predetermined sensor locations (Column IDs) are: [665 478]\n" - ] - } - ], - "source": [ - "# Convert pixel coordinates into sensor locations (column ID's)\n", - "\n", - "predetermined_sensorsy = np.array([10, 7])\n", - "predetermined_sensorsx = np.array([25, 30])\n", - "predetermined_sensors_array = np.stack((predetermined_sensorsy, predetermined_sensorsx), axis=1)\n", - "predetermined_sensors_tuple = np.transpose(predetermined_sensors_array)\n", - "idx_predetermined = np.ravel_multi_index(predetermined_sensors_tuple, (image_shape[0],image_shape[1]))\n", - "print('The predetermined sensor locations (Column IDs) are: {}'.format(idx_predetermined))" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'Predetermined sensor locations')" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ax = plt.subplot()\n", - "#Plot predetermined sensor locations \n", - "\n", - "img = np.zeros(n_features)\n", - "img[idx_predetermined] = 1\n", - "im = plt.imshow(img.reshape(image_shape),cmap=plt.cm.binary)\n", - "\n", - "divider = make_axes_locatable(ax)\n", - "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", - "plt.colorbar(im, cax=cax)\n", - "plt.title('Predetermined sensor locations')" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "665 25.0 10.0\n" - ] - } - ], - "source": [ - "# Print the predetermined sen1 column index and its corrsponding pixel coordinates (x,y)\n", - "\n", - "x0,y0 = np.mod(idx_predetermined[0],np.sqrt(n_features)),np.floor(idx_predetermined[0]/np.sqrt(n_features))\n", - "print(idx_predetermined[0],x0,y0)" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [], - "source": [ - "# Define the number of predetermined sensors allowed (s)\n", - "\n", - "n_pre_sensors = 2\n", - "# Define the GQR predtermined optimizer\n", - "\n", - "optimizer_pre = ps.optimizers.GQR()\n", - "opt_pre_kws={'idx_constrained':idx_predetermined,\n", - " 'n_sensors':n_sensors,\n", - " 'n_const_sensors':n_pre_sensors,\n", - " 'all_sensors':all_sensors,\n", - " 'constraint_option':\"predetermined\"}\n", - "\n", - "basis_pre = ps.basis.SVD(n_basis_modes=n_sensors)" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The list of sensors selected is: [2204 4038 3965 320 594 253 878 2331 3618 3999 429 2772 2878 478\n", - " 665]\n" - ] - } - ], - "source": [ - "# Initialize and fit the model\n", - "\n", - "model_pre = ps.SSPOR(basis = basis_pre, optimizer = optimizer_pre, n_sensors = n_sensors)\n", - "model_pre.fit(X_train,**opt_pre_kws)\n", - "\n", - "# sensor locations based on columns of the data matrix\n", - "top_sensors_pre = model_pre.get_selected_sensors()\n", - "\n", - "# sensor locations based on pixels of the image\n", - "xTopConstPre = np.mod(top_sensors_pre,np.sqrt(n_features))\n", - "yTopConstPre = np.floor(top_sensors_pre/np.sqrt(n_features))\n", - "\n", - "print('The list of sensors selected is: {}'.format(top_sensors_pre))" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Display the unconstrained and predetermined (purple dots) sensor locations on the grid using GQR predetermined optimizer." - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "yPredetermined = np.floor(top_sensors_pre/np.sqrt(n_features))\n", - "xPredetermined = np.mod(top_sensors_pre,np.sqrt(n_features))\n", - "\n", - "img = np.zeros(n_features)\n", - "img[top_sensors_pre] = 16\n", - "plt.figure(figsize=(5,5))\n", - "plt.plot(xPredetermined,yPredetermined,'*r')\n", - "plt.imshow(img.reshape(image_shape),cmap=plt.cm.binary)\n", - "plt.scatter(predetermined_sensorsx, predetermined_sensorsy, color = 'b')\n", - "plt.xlim([0,64])\n", - "plt.ylim([64,0])\n", - "plt.title('n_sensors = {}, predetermined_sensors = {}'.format(n_sensors,n_pre_sensors))\n", - "for ind,i in enumerate(range(len(xPredetermined))):\n", - " plt.annotate(f\"{str(ind)}\",(xPredetermined[i],yPredetermined[i]),xycoords='data',\n", - " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", - "plt.show()\n", - "\n", - "image = np.zeros(n_features)\n", - "image[top_sensors] = 16\n", - "plt.figure(figsize=(5,5))\n", - "plt.plot(xTopUnc, yTopUnc,'*r')\n", - "plt.xlabel('x')\n", - "plt.ylabel('y')\n", - "plt.xlim([0,64])\n", - "plt.ylim([64,0])\n", - "plt.title('Unconstrained')\n", - "for ind,i in enumerate(range(len(xTopUnc))):\n", - " plt.annotate(f\"{str(ind)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", - " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", - "plt.show()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Compare sensor indices and pixel coordinates for unconstrained and predetermined sensor placement" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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Sensor IDUncXUncYSensor IDXConstYConst
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" - ], - "text/plain": [ - " Sensor ID UncX UncY Sensor ID XConst YConst\n", - "0 2204 28 34 2204 28 34\n", - "1 4038 6 63 4038 6 63\n", - "2 3965 61 61 3965 61 61\n", - "3 320 0 5 320 0 5\n", - "4 253 61 3 594 18 9\n", - "5 594 18 9 253 61 3\n", - "6 3618 34 56 878 46 13\n", - "7 878 46 13 2331 27 36\n", - "8 2331 27 36 3618 34 56\n", - "9 3999 31 62 3999 31 62\n", - "10 429 45 6 429 45 6\n", - "11 2772 20 43 2772 20 43\n", - "12 2878 62 44 2878 62 44\n", - "13 3469 13 54 478 30 7\n", - "14 1243 27 19 665 25 10" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "columns = ['Sensor ID','UncX','UncY','Sensor ID','XConst','YConst']\n", - "ConstrainedSensors_df = pd.DataFrame(data = np.vstack([top_sensors,xTopUnc,yTopUnc,top_sensors_pre,xPredetermined,yPredetermined]).T,columns=columns,dtype=int)\n", - "ConstrainedSensors_df.head(n_sensors)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plot the sensor locations (pixels) on the image for the unconstrained and predetermined case" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "image = X[4,:].reshape(1,-1)\n", - "\n", - "plot_gallery('unconstrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", - "\n", - "plt.plot(xTopUnc, yTopUnc,'*r')\n", - "for ind,i in enumerate(range(len(xTopUnc))):\n", - " plt.annotate(f\"{str(ind)}\",(xTopUnc[i],yTopUnc[i]),xycoords='data',\n", - " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", - "\n", - "\n", - "plot_gallery('Predetermined', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", - "\n", - "plt.plot(xPredetermined, yPredetermined,'*r')\n", - "plt.scatter(predetermined_sensorsx, predetermined_sensorsy, color = 'b')\n", - "plt.xlim([0,64])\n", - "plt.ylim([64,0])\n", - "for ind,i in enumerate(range(len(xPredetermined))):\n", - " plt.annotate(f\"{str(ind)}\",(xPredetermined[i],yPredetermined[i]),xycoords='data',\n", - " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", - "plt.show()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Reconstruct image from test set using sensors placed via predetermined optimizer" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "n_faces = 3\n", - "n_rows = n_faces + 1\n", - "n_cases = 1\n", - "fig, axs = plt.subplots(n_rows, 2, figsize=(12, 3 * n_rows))\n", - "\n", - "for k in range(n_cases): \n", - " # Get average reconstruction error across test set\n", - " test_error = model_pre.reconstruction_error(X_test, sensor_range=[n_sensors])\n", - " \n", - " # Plot sensor locations\n", - "\n", - " axs[0, k].plot()\n", - " axs[0, k].imshow(img.reshape(image_shape), cmap=plt.cm.binary)\n", - " axs[0, k].set(title=f\"Predtermined (MSE: {test_error[0]:.2f})\")\n", - " \n", - "\n", - " # Plot reconstructed faces\n", - " for j in range(n_faces):\n", - " idx = 10 * j\n", - " img = model_pre.predict(X_test[idx, top_sensors_pre])\n", - " vmax = max(img.max(), img.min())\n", - " axs[j + 1, k].imshow(\n", - " img.reshape(image_shape),\n", - " cmap=plt.cm.binary,\n", - " vmin=-vmax,\n", - " vmax=vmax\n", - " )\n", - " yPredetermined = np.floor(top_sensors_pre/np.sqrt(n_features))\n", - " xPredetermined = np.mod(top_sensors_pre,np.sqrt(n_features))\n", - " axs[j + 1, k].plot(xPredetermined, yPredetermined,'*r')\n", - " axs[j + 1,k].scatter(predetermined_sensorsx, predetermined_sensorsy, color = 'b')\n", - "\n", - " error = model_pre.reconstruction_error(X_test[idx], sensor_range=[n_sensors])[0]\n", - " axs[j + 1, k].set(title=f\"MSE: {error:.2f}\")\n", - " \n", - " # Plot target image\n", - " true_img = X_test[idx]\n", - " vmax = max(true_img.max(), true_img.min())\n", - " axs[j + 1, k + 1].imshow(\n", - " true_img.reshape(image_shape),\n", - " cmap=plt.cm.binary,\n", - " vmin=-vmax,\n", - " vmax=vmax\n", - " )\n", - " axs[j + 1, k + 1].set(title=\"Original image\")\n", - " \n", - "\n", - "[ax.set(xticks=[], yticks=[]) for ax in axs.flatten()]\n", - "fig.tight_layout()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Compare the reconstruction errors for unconstrained and predetermined sensor placement on the test set:" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The reconstruction error for the unconstrained case is [0.12293603]\n", - "The reconstruction error for the predetermined case is [1.36580348]\n" - ] - } - ], - "source": [ - "test_error_unconstrained = model_unconstrained.reconstruction_error(X_test, sensor_range=[n_sensors])\n", - "test_error_predetermined = model_pre.reconstruction_error(X_test, sensor_range=[n_sensors])\n", - "print(\"The reconstruction error for the unconstrained case is {}\".format(test_error_unconstrained))\n", - "print(\"The reconstruction error for the predetermined case is {}\".format(test_error_predetermined))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## The distance constrained case: " - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [], - "source": [ - "r = 7\n", - "nx = 64\n", - "ny = 64\n", - "optimizer_distance= ps.optimizers.GQR()\n", - "opt_distance_kws ={\n", - " 'n_sensors':n_sensors,\n", - " 'all_sensors':all_sensors,\n", - " 'r': r,\n", - " 'info': X_train,\n", - " 'nx': 64,\n", - " 'ny': 64,\n", - " 'constraint_option':\"distance\"}\n", - "basis_distance = ps.basis.SVD(n_basis_modes=n_sensors)" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The list of sensors selected is: [2204 4038 3965 320 594 253 3618 878 2468 429 4063 1115 2772 3828\n", - " 1160]\n" - ] - } - ], - "source": [ - "# Initialize and fit the model\n", - "model_distance = ps.SSPOR(basis = basis_distance, optimizer = optimizer_distance, n_sensors = n_sensors)\n", - "model_distance.fit(X_train,**opt_distance_kws)\n", - "\n", - "# sensor locations based on columns of the data matrix\n", - "top_sensors_distance = model_distance.get_selected_sensors()\n", - "\n", - "# sensor locations based on pixels of the image\n", - "xTopConstdistance= np.mod(top_sensors_distance,np.sqrt(n_features))\n", - "yTopConstdistance = np.floor(top_sensors_distance/np.sqrt(n_features))\n", - "\n", - "print('The list of sensors selected is: {}'.format(top_sensors_distance))" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "img = np.zeros(n_features)\n", - "img[top_sensors_distance] = 16\n", - "fig,ax = plt.subplots(1)\n", - "ax.set_aspect('equal')\n", - "ax.imshow(img.reshape(image_shape),cmap=plt.cm.binary)\n", - "top_sensors_grid = np.unravel_index(top_sensors_distance, (64,64))\n", - "# figure, axes = plt.subplots()\n", - "for i in range(len(top_sensors_grid[0])):\n", - " circ = Circle( (top_sensors_grid[1][i], top_sensors_grid[0][i]), r ,color='r',fill = False )\n", - " ax.add_patch(circ)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_gallery('Distance', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", - "ax = plt.gca()\n", - "plt.plot(xTopConstdistance, yTopConstdistance, '*r')\n", - "plt.xlabel('x')\n", - "plt.ylabel('y')\n", - "plt.xticks(np.arange(0, 64, 5), rotation=90)\n", - "plt.yticks(np.arange(0, 64, 5), rotation=90)\n", - "\n", - "for i in range(len(top_sensors_grid[0])):\n", - " circ = Circle((top_sensors_grid[1][i], top_sensors_grid[0][i]), r, color='r', fill=False)\n", - " ax.add_patch(circ) \n", - "for ind, i in enumerate(range(len(xTopUnc))):\n", - " plt.annotate(f\"{str(ind)}\", (xTopConstdistance[i], yTopConstdistance[i]), xycoords='data',\n", - " xytext=(-20, 20), textcoords='offset points', color=\"r\", fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", - "\n", - "plt.tight_layout()\n", - "plt.show()\n", - "\n", - "plot_gallery('Unconstrained', image, n_col=1, n_row=1, cmap=plt.cm.gray)\n", - "\n", - "plt.plot(xUnconstrained, yUnconstrained,'*r')\n", - "plt.xlim([0,64])\n", - "plt.ylim([64,0])\n", - "for ind,i in enumerate(range(len(xUnconstrained))):\n", - " plt.annotate(f\"{str(ind)}\",(xUnconstrained[i],yUnconstrained[i]),xycoords='data',\n", - " xytext=(-20,20), textcoords='offset points',color=\"r\",fontsize=12,\n", - " arrowprops=dict(arrowstyle=\"->\", color='black'))\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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Sensor IDUncXUncYSensor IDXConstYConst
02204283422042834
140386634038663
23965616139656161
33200532005
4253613594189
5594189253613
63618345636183456
787846138784613
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112772204311152717
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14124327191160818
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" - ], - "text/plain": [ - " Sensor ID UncX UncY Sensor ID XConst YConst\n", - "0 2204 28 34 2204 28 34\n", - "1 4038 6 63 4038 6 63\n", - "2 3965 61 61 3965 61 61\n", - "3 320 0 5 320 0 5\n", - "4 253 61 3 594 18 9\n", - "5 594 18 9 253 61 3\n", - "6 3618 34 56 3618 34 56\n", - "7 878 46 13 878 46 13\n", - "8 2331 27 36 2468 36 38\n", - "9 3999 31 62 429 45 6\n", - "10 429 45 6 4063 31 63\n", - "11 2772 20 43 1115 27 17\n", - "12 2878 62 44 2772 20 43\n", - "13 3469 13 54 3828 52 59\n", - "14 1243 27 19 1160 8 18" - ] - }, - "execution_count": 38, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "columns = ['Sensor ID','UncX','UncY','Sensor ID','XConst','YConst']\n", - "ConstrainedSensors_df = pd.DataFrame(data = np.vstack([top_sensors,xTopUnc,yTopUnc,top_sensors_distance,xTopConstdistance,yTopConstdistance]).T,columns=columns,dtype=int)\n", - "ConstrainedSensors_df.head(n_sensors)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Reconstruct image from test set using sensors placed via distance optimizer\n" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "n_faces = 3\n", - "n_rows = n_faces + 1\n", - "n_cases = 1\n", - "fig, axs = plt.subplots(n_rows, 2, figsize=(12, 3 * n_rows))\n", - "\n", - "for k in range(n_cases): \n", - " # Get average reconstruction error across test set\n", - " test_error = model_distance.reconstruction_error(X_test, sensor_range=[n_sensors])\n", - " \n", - " # Plot sensor locations\n", - "\n", - " axs[0, k].plot()\n", - " axs[0, k].imshow(img.reshape(image_shape), cmap=plt.cm.binary)\n", - " axs[0, k].set(title=f\"Predtermined (MSE: {test_error[0]:.2f})\")\n", - " \n", - "\n", - " # Plot reconstructed faces\n", - " for j in range(n_faces):\n", - " idx = 10 * j\n", - " img = model_pre.predict(X_test[idx, top_sensors_distance])\n", - " vmax = max(img.max(), img.min())\n", - " axs[j + 1, k].imshow(\n", - " img.reshape(image_shape),\n", - " cmap=plt.cm.binary,\n", - " vmin=-vmax,\n", - " vmax=vmax\n", - " )\n", - " yDistance = np.floor(top_sensors_distance/np.sqrt(n_features))\n", - " xDistance = np.mod(top_sensors_distance,np.sqrt(n_features))\n", - " axs[j + 1, k].plot(xDistance ,yDistance,'*r')\n", - "\n", - "\n", - " error = model_distance.reconstruction_error(X_test[idx], sensor_range=[n_sensors])[0]\n", - " axs[j + 1, k].set(title=f\"MSE: {error:.2f}\")\n", - " \n", - " # Plot target image\n", - " true_img = X_test[idx]\n", - " vmax = max(true_img.max(), true_img.min())\n", - " axs[j + 1, k + 1].imshow(\n", - " true_img.reshape(image_shape),\n", - " cmap=plt.cm.binary,\n", - " vmin=-vmax,\n", - " vmax=vmax\n", - " )\n", - " axs[j + 1, k + 1].set(title=\"Original image\")\n", - " \n", - "\n", - "[ax.set(xticks=[], yticks=[]) for ax in axs.flatten()]\n", - "fig.tight_layout()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "base", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.7" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/pysensors/utils/_constraints.py b/pysensors/utils/_constraints.py index 8c1ae51..3a8581a 100644 --- a/pysensors/utils/_constraints.py +++ b/pysensors/utils/_constraints.py @@ -1492,7 +1492,7 @@ def draw(self, ax, **kwargs): self.all_sensors, self.data ) for k in range(len(xValue)): - G[k, i] = eval( + G[k, i] = not eval( self.equations[i], {"x": xValue[k], "y": yValue[k]} ) idx_const, rank = ( diff --git a/tests/utils/test_constraints.py b/tests/utils/test_constraints.py index 48cacd0..ea1eae5 100644 --- a/tests/utils/test_constraints.py +++ b/tests/utils/test_constraints.py @@ -18,12 +18,12 @@ UserDefinedConstraints, get_constrained_sensors_indices, get_constrained_sensors_indices_dataframe, + get_constrained_sensors_indices_distance, + get_constrained_sensors_indices_distance_df, get_coordinates_from_indices, get_indices_from_coordinates, load_functional_constraints, order_constrained_sensors, - get_constrained_sensors_indices_distance, - get_constrained_sensors_indices_distance_df ) @@ -448,6 +448,7 @@ def test_user_function(): assert func.__name__ == "test_user_function" assert func() == 1 + def test_get_constrained_sensors_indices_distance_empty_piv(): """Test that the function handles empty piv array.""" piv = np.array([]) @@ -458,178 +459,169 @@ def test_get_constrained_sensors_indices_distance_empty_piv(): j, piv, r, nx, ny, all_sensors ) + def test_get_constrained_sensors_indices_distance_j_zero(): """Test that the function handles j=0 correctly.""" piv = np.array([0, 12, 24]) all_sensors = np.arange(25) j, r, nx, ny = 0, 1.5, 5, 5 - result = get_constrained_sensors_indices_distance( - j, piv, r, nx, ny, all_sensors - ) + result = get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors) expected_indices = [] for idx in all_sensors: x, y = np.unravel_index(idx, (nx, ny)) - if (x - 0)**2 + (y - 0)**2 < r**2: + if (x - 0) ** 2 + (y - 0) ** 2 < r**2: expected_indices.append(idx) expected = np.array(expected_indices) assert np.array_equal(np.sort(result), np.sort(expected)) + def test_get_constrained_sensors_indices_distance_center_position(): """Test that the function handles center sensor correctly.""" piv = np.array([12]) all_sensors = np.arange(25) j, r, nx, ny = 1, 2.0, 5, 5 - result = get_constrained_sensors_indices_distance( - j, piv, r, nx, ny, all_sensors - ) + result = get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors) expected_indices = [] for idx in all_sensors: x, y = np.unravel_index(idx, (nx, ny)) - if (x - 2)**2 + (y - 2)**2 < r**2: + if (x - 2) ** 2 + (y - 2) ** 2 < r**2: expected_indices.append(idx) expected = np.array(expected_indices) assert np.array_equal(np.sort(result), np.sort(expected)) + def test_get_constrained_sensors_indices_distance_large_radius(): """Test that the function handles very large radius correctly.""" piv = np.array([12]) all_sensors = np.arange(25) j, r, nx, ny = 1, 10.0, 5, 5 - result = get_constrained_sensors_indices_distance( - j, piv, r, nx, ny, all_sensors - ) + result = get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors) assert np.array_equal(np.sort(result), np.sort(all_sensors)) + def test_get_constrained_sensors_indices_distance_small_radius(): """Test that the function handles very small radius correctly.""" piv = np.array([12]) all_sensors = np.arange(25) j, r, nx, ny = 1, 0.5, 5, 5 - result = get_constrained_sensors_indices_distance( - j, piv, r, nx, ny, all_sensors - ) + result = get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors) expected = np.array([12]) assert np.array_equal(result, expected) + def test_get_constrained_sensors_indices_distance_corner_position(): """Test that the function handles corner sensor correctly.""" piv = np.array([0]) all_sensors = np.arange(25) j, r, nx, ny = 1, 1.5, 5, 5 - result = get_constrained_sensors_indices_distance( - j, piv, r, nx, ny, all_sensors - ) + result = get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors) expected_indices = [] for idx in all_sensors: x, y = np.unravel_index(idx, (nx, ny)) - if (x - 0)**2 + (y - 0)**2 < r**2: + if (x - 0) ** 2 + (y - 0) ** 2 < r**2: expected_indices.append(idx) expected = np.array(expected_indices) assert np.array_equal(np.sort(result), np.sort(expected)) + def test_get_constrained_sensors_indices_distance_edge_position(): """Test that the function handles edge sensor correctly.""" piv = np.array([2]) all_sensors = np.arange(25) j, r, nx, ny = 1, 1.5, 5, 5 - result = get_constrained_sensors_indices_distance( - j, piv, r, nx, ny, all_sensors - ) + result = get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors) expected_indices = [] for idx in all_sensors: x, y = np.unravel_index(idx, (nx, ny)) - if (x - 0)**2 + (y - 2)**2 < r**2: + if (x - 0) ** 2 + (y - 2) ** 2 < r**2: expected_indices.append(idx) expected = np.array(expected_indices) assert np.array_equal(np.sort(result), np.sort(expected)) + def test_get_constrained_sensors_indices_distance_different_grid_size(): """Test that the function handles different grid dimensions.""" nx, ny = 3, 4 all_sensors = np.arange(nx * ny) piv = np.array([5]) j, r = 1, 1.5 - result = get_constrained_sensors_indices_distance( - j, piv, r, nx, ny, all_sensors - ) + result = get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors) x_ref, y_ref = np.unravel_index(5, (nx, ny)) expected_indices = [] for idx in all_sensors: x, y = np.unravel_index(idx, (nx, ny)) - if (x - x_ref)**2 + (y - y_ref)**2 < r**2: + if (x - x_ref) ** 2 + (y - y_ref) ** 2 < r**2: expected_indices.append(idx) expected = np.array(expected_indices) assert np.array_equal(np.sort(result), np.sort(expected)) + def test_get_constrained_sensors_indices_distance_boundary_radius(): """Test that the function handles radius exactly on distance boundary.""" piv = np.array([12]) all_sensors = np.arange(25) j, nx, ny = 1, 5, 5 r = np.sqrt(2) - result = get_constrained_sensors_indices_distance( - j, piv, r, nx, ny, all_sensors - ) + result = get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors) expected_indices = [] for idx in all_sensors: x, y = np.unravel_index(idx, (nx, ny)) - if (x - 2)**2 + (y - 2)**2 < r**2: + if (x - 2) ** 2 + (y - 2) ** 2 < r**2: expected_indices.append(idx) expected = np.array(expected_indices) assert np.array_equal(np.sort(result), np.sort(expected)) + def test_get_constrained_sensors_indices_distance_single_sensor_grid(): """Test that the function handles 1x1 grid.""" nx, ny = 1, 1 all_sensors = np.array([0]) piv = np.array([0]) j, r = 1, 1.0 - result = get_constrained_sensors_indices_distance( - j, piv, r, nx, ny, all_sensors - ) + result = get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors) expected = np.array([0]) assert np.array_equal(result, expected) + def test_get_constrained_sensors_indices_distance_no_sensors_in_radius(): """Test that the function handles case where no sensors are within radius.""" piv = np.array([12]) all_sensors = np.arange(25) j, r, nx, ny = 1, 0.1, 5, 5 - result = get_constrained_sensors_indices_distance( - j, piv, r, nx, ny, all_sensors - ) + result = get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors) assert len(result) <= 1 if len(result) == 1: assert result[0] == 12 + def test_get_constrained_sensors_indices_distance_large_j_value(): """Test that the function raises IndexError when j causes out-of-bounds access.""" piv = np.array([5, 10, 15]) all_sensors = np.arange(25) j, r, nx, ny = 10, 2.0, 5, 5 with pytest.raises(IndexError): - result = get_constrained_sensors_indices_distance( + result = get_constrained_sensors_indices_distance( # noqa:F841 j, piv, r, nx, ny, all_sensors ) + def test_get_constrained_sensors_indices_distance_subset_sensors(): """Test that the function handles subset of sensors correctly.""" all_sensors = np.array([0, 5, 10, 15, 20]) piv = np.array([10]) j, r, nx, ny = 1, 3.0, 5, 5 - result = get_constrained_sensors_indices_distance( - j, piv, r, nx, ny, all_sensors - ) + result = get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors) assert all(sensor in all_sensors for sensor in result) x_ref, y_ref = np.unravel_index(10, (nx, ny)) for sensor in result: x, y = np.unravel_index(sensor, (nx, ny)) - distance_sq = (x - x_ref)**2 + (y - y_ref)**2 + distance_sq = (x - x_ref) ** 2 + (y - y_ref) ** 2 assert distance_sq < r**2 + def test_get_constrained_sensors_indices_distance_invalid_sensor_index(): """Test that the function handles invalid sensor indices in piv.""" - piv = np.array([100]) # Invalid index for 5x5 grid + piv = np.array([100]) all_sensors = np.arange(25) j, r, nx, ny = 1, 2.0, 5, 5 with pytest.raises(ValueError): @@ -637,54 +629,51 @@ def test_get_constrained_sensors_indices_distance_invalid_sensor_index(): j, piv, r, nx, ny, all_sensors ) + def test_get_constrained_sensors_indices_distance_negative_radius(): """Test that the function handles negative radius.""" piv = np.array([12]) all_sensors = np.arange(25) j, r, nx, ny = 1, -1.0, 5, 5 - result = get_constrained_sensors_indices_distance( - j, piv, r, nx, ny, all_sensors - ) + result = get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors) assert len(result) >= 1 + def test_get_constrained_sensors_indices_distance_zero_radius(): """Test that the function handles zero radius.""" piv = np.array([12]) all_sensors = np.arange(25) j, r, nx, ny = 1, 0.0, 5, 5 - result = get_constrained_sensors_indices_distance( - j, piv, r, nx, ny, all_sensors - ) + result = get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors) assert len(result) == 0 + def test_get_constrained_sensors_indices_distance_rectangular_grid(): """Test that the function handles rectangular (non-square) grids.""" nx, ny = 2, 8 all_sensors = np.arange(nx * ny) piv = np.array([5]) j, r = 1, 2.0 - result = get_constrained_sensors_indices_distance( - j, piv, r, nx, ny, all_sensors - ) + result = get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors) expected_indices = [] for idx in all_sensors: x, y = np.unravel_index(idx, (nx, ny)) - if (x - 0)**2 + (y - 5)**2 < r**2: + if (x - 0) ** 2 + (y - 5) ** 2 < r**2: expected_indices.append(idx) expected = np.array(expected_indices) assert np.array_equal(np.sort(result), np.sort(expected)) + def test_get_constrained_sensors_indices_distance_single_sensor_in_all_sensors(): """Test that the function handles single sensor in all_sensors array.""" piv = np.array([12]) all_sensors = np.array([12]) j, r, nx, ny = 1, 2.0, 5, 5 - result = get_constrained_sensors_indices_distance( - j, piv, r, nx, ny, all_sensors - ) + result = get_constrained_sensors_indices_distance(j, piv, r, nx, ny, all_sensors) expected = np.array([12]) assert np.array_equal(result, expected) + def test_get_constrained_sensors_indices_distance_df_empty_dataframe(): """Test that the function handles empty DataFrame.""" piv = np.array([0]) @@ -692,10 +681,11 @@ def test_get_constrained_sensors_indices_distance_df_empty_dataframe(): all_sensors = np.array([]) j, r = 1, 2.0 with pytest.raises(KeyError): - result = get_constrained_sensors_indices_distance_df( + result = get_constrained_sensors_indices_distance_df( # noqa:F841 j, piv, r, df, all_sensors, "x", "y" ) + def test_get_constrained_sensors_indices_distance_df_empty_all_sensors(): """Test that the function handles empty all_sensors array.""" piv = np.array([0]) @@ -707,6 +697,7 @@ def test_get_constrained_sensors_indices_distance_df_empty_all_sensors(): ) assert len(result) == 0 + def test_get_constrained_sensors_indices_distance_df_empty_piv(): """Test that the function handles empty piv array.""" piv = np.array([]) @@ -714,10 +705,11 @@ def test_get_constrained_sensors_indices_distance_df_empty_piv(): all_sensors = np.array([0, 1, 2]) j, r = 1, 2.0 with pytest.raises(IndexError): - result = get_constrained_sensors_indices_distance_df( + result = get_constrained_sensors_indices_distance_df( # noqa:F841 j, piv, r, df, all_sensors, "x", "y" ) + def test_get_constrained_sensors_indices_distance_df_j_zero(): """Test that the function handles j=0 correctly.""" piv = np.array([0, 1, 2]) @@ -731,18 +723,16 @@ def test_get_constrained_sensors_indices_distance_df_j_zero(): current_x, current_y = 0, 0 for idx in all_sensors: x, y = df.loc[idx, "x"], df.loc[idx, "y"] - if (x - current_x)**2 + (y - current_y)**2 < r**2: + if (x - current_x) ** 2 + (y - current_y) ** 2 < r**2: expected_indices.append(idx) expected = np.array(expected_indices) assert np.array_equal(np.sort(result), np.sort(expected)) + def test_get_constrained_sensors_indices_distance_df_basic_functionality(): """Test basic functionality with simple DataFrame.""" piv = np.array([1]) - df = pd.DataFrame({ - "x": [0, 5, 10, 15, 20], - "y": [0, 0, 0, 0, 0] - }) + df = pd.DataFrame({"x": [0, 5, 10, 15, 20], "y": [0, 0, 0, 0, 0]}) all_sensors = np.array([0, 1, 2, 3, 4]) j, r = 1, 6.0 result = get_constrained_sensors_indices_distance_df( @@ -752,18 +742,16 @@ def test_get_constrained_sensors_indices_distance_df_basic_functionality(): current_x, current_y = 5, 0 for idx in all_sensors: x, y = df.loc[idx, "x"], df.loc[idx, "y"] - if (x - current_x)**2 + (y - current_y)**2 < r**2: + if (x - current_x) ** 2 + (y - current_y) ** 2 < r**2: expected_indices.append(idx) expected = np.array(expected_indices) assert np.array_equal(np.sort(result), np.sort(expected)) + def test_get_constrained_sensors_indices_distance_df_large_radius(): """Test that the function handles very large radius correctly.""" piv = np.array([2]) - df = pd.DataFrame({ - "x": [0, 5, 10, 15, 20], - "y": [0, 5, 10, 15, 20] - }) + df = pd.DataFrame({"x": [0, 5, 10, 15, 20], "y": [0, 5, 10, 15, 20]}) all_sensors = np.array([0, 1, 2, 3, 4]) j, r = 1, 100.0 result = get_constrained_sensors_indices_distance_df( @@ -771,13 +759,11 @@ def test_get_constrained_sensors_indices_distance_df_large_radius(): ) assert np.array_equal(np.sort(result), np.sort(all_sensors)) + def test_get_constrained_sensors_indices_distance_df_small_radius(): """Test that the function handles very small radius correctly.""" piv = np.array([2]) - df = pd.DataFrame({ - "x": [0, 5, 10, 15, 20], - "y": [0, 5, 10, 15, 20] - }) + df = pd.DataFrame({"x": [0, 5, 10, 15, 20], "y": [0, 5, 10, 15, 20]}) all_sensors = np.array([0, 1, 2, 3, 4]) j, r = 1, 0.5 result = get_constrained_sensors_indices_distance_df( @@ -786,6 +772,7 @@ def test_get_constrained_sensors_indices_distance_df_small_radius(): expected = np.array([2]) assert np.array_equal(result, expected) + def test_get_constrained_sensors_indices_distance_df_missing_column(): """Test that the function handles missing column names.""" piv = np.array([0]) @@ -793,10 +780,11 @@ def test_get_constrained_sensors_indices_distance_df_missing_column(): all_sensors = np.array([0, 1, 2]) j, r = 1, 2.0 with pytest.raises(KeyError): - result = get_constrained_sensors_indices_distance_df( + result = get_constrained_sensors_indices_distance_df( # noqa:F841 j, piv, r, df, all_sensors, "z", "y" ) + def test_get_constrained_sensors_indices_distance_df_invalid_sensor_index(): """Test that the function handles invalid sensor indices in piv.""" piv = np.array([10]) @@ -804,10 +792,11 @@ def test_get_constrained_sensors_indices_distance_df_invalid_sensor_index(): all_sensors = np.array([0, 1, 2]) j, r = 1, 2.0 with pytest.raises(KeyError): - result = get_constrained_sensors_indices_distance_df( + result = get_constrained_sensors_indices_distance_df( # noqa:F841 j, piv, r, df, all_sensors, "x", "y" ) + def test_get_constrained_sensors_indices_distance_df_invalid_all_sensors_index(): """Test that the function handles invalid indices in all_sensors.""" piv = np.array([0]) @@ -815,10 +804,11 @@ def test_get_constrained_sensors_indices_distance_df_invalid_all_sensors_index() all_sensors = np.array([0, 1, 10]) j, r = 1, 2.0 with pytest.raises(KeyError): - result = get_constrained_sensors_indices_distance_df( + result = get_constrained_sensors_indices_distance_df( # noqa:F841 j, piv, r, df, all_sensors, "x", "y" ) + def test_get_constrained_sensors_indices_distance_df_large_j_value(): """Test that the function raises IndexError when j causes out-of-bounds access.""" piv = np.array([0, 1, 2]) @@ -826,10 +816,11 @@ def test_get_constrained_sensors_indices_distance_df_large_j_value(): all_sensors = np.array([0, 1, 2, 3, 4]) j, r = 10, 2.0 with pytest.raises(IndexError): - result = get_constrained_sensors_indices_distance_df( + result = get_constrained_sensors_indices_distance_df( # noqa:F841 j, piv, r, df, all_sensors, "x", "y" ) + def test_get_constrained_sensors_indices_distance_df_large_j_value_valid(): """Test that the function handles j larger than expected but within piv bounds.""" piv = np.array([0, 2, 4]) @@ -843,18 +834,16 @@ def test_get_constrained_sensors_indices_distance_df_large_j_value_valid(): current_x, current_y = 4, 4 for idx in all_sensors: x, y = df.loc[idx, "x"], df.loc[idx, "y"] - if (x - current_x)**2 + (y - current_y)**2 < r**2: + if (x - current_x) ** 2 + (y - current_y) ** 2 < r**2: expected_indices.append(idx) expected = np.array(expected_indices) assert np.array_equal(np.sort(result), np.sort(expected)) + def test_get_constrained_sensors_indices_distance_df_subset_sensors(): """Test that the function handles subset of sensors correctly.""" piv = np.array([2]) - df = pd.DataFrame({ - "x": [0, 1, 2, 3, 4, 5], - "y": [0, 1, 2, 3, 4, 5] - }) + df = pd.DataFrame({"x": [0, 1, 2, 3, 4, 5], "y": [0, 1, 2, 3, 4, 5]}) all_sensors = np.array([0, 2, 4]) j, r = 1, 3.0 result = get_constrained_sensors_indices_distance_df( @@ -864,9 +853,10 @@ def test_get_constrained_sensors_indices_distance_df_subset_sensors(): current_x, current_y = df.loc[2, "x"], df.loc[2, "y"] for sensor in result: x, y = df.loc[sensor, "x"], df.loc[sensor, "y"] - distance_sq = (x - current_x)**2 + (y - current_y)**2 + distance_sq = (x - current_x) ** 2 + (y - current_y) ** 2 assert distance_sq < r**2 + def test_get_constrained_sensors_indices_distance_df_negative_radius(): """Test that the function handles negative radius.""" piv = np.array([1]) @@ -878,6 +868,7 @@ def test_get_constrained_sensors_indices_distance_df_negative_radius(): ) assert len(result) >= 1 + def test_get_constrained_sensors_indices_distance_df_zero_radius(): """Test that the function handles zero radius.""" piv = np.array([1]) @@ -889,13 +880,11 @@ def test_get_constrained_sensors_indices_distance_df_zero_radius(): ) assert len(result) == 0 + def test_get_constrained_sensors_indices_distance_df_different_column_names(): """Test that the function handles different column names.""" piv = np.array([1]) - df = pd.DataFrame({ - "longitude": [0, 5, 10], - "latitude": [0, 5, 10] - }) + df = pd.DataFrame({"longitude": [0, 5, 10], "latitude": [0, 5, 10]}) all_sensors = np.array([0, 1, 2]) j, r = 1, 8.0 result = get_constrained_sensors_indices_distance_df( @@ -905,18 +894,16 @@ def test_get_constrained_sensors_indices_distance_df_different_column_names(): current_x, current_y = 5, 5 for idx in all_sensors: x, y = df.loc[idx, "longitude"], df.loc[idx, "latitude"] - if (x - current_x)**2 + (y - current_y)**2 < r**2: + if (x - current_x) ** 2 + (y - current_y) ** 2 < r**2: expected_indices.append(idx) expected = np.array(expected_indices) assert np.array_equal(np.sort(result), np.sort(expected)) + def test_get_constrained_sensors_indices_distance_df_float_coordinates(): """Test that the function handles float coordinates.""" piv = np.array([1]) - df = pd.DataFrame({ - "x": [0.5, 2.3, 4.7, 6.1], - "y": [1.2, 3.4, 5.6, 7.8] - }) + df = pd.DataFrame({"x": [0.5, 2.3, 4.7, 6.1], "y": [1.2, 3.4, 5.6, 7.8]}) all_sensors = np.array([0, 1, 2, 3]) j, r = 1, 3.0 result = get_constrained_sensors_indices_distance_df( @@ -926,18 +913,16 @@ def test_get_constrained_sensors_indices_distance_df_float_coordinates(): current_x, current_y = 2.3, 3.4 for idx in all_sensors: x, y = df.loc[idx, "x"], df.loc[idx, "y"] - if (x - current_x)**2 + (y - current_y)**2 < r**2: + if (x - current_x) ** 2 + (y - current_y) ** 2 < r**2: expected_indices.append(idx) expected = np.array(expected_indices) assert np.array_equal(np.sort(result), np.sort(expected)) + def test_get_constrained_sensors_indices_distance_df_with_nan_values(): """Test that the function handles NaN values in DataFrame.""" piv = np.array([0]) - df = pd.DataFrame({ - "x": [1, np.nan, 3, 4], - "y": [1, 2, np.nan, 4] - }) + df = pd.DataFrame({"x": [1, np.nan, 3, 4], "y": [1, 2, np.nan, 4]}) all_sensors = np.array([0, 1, 2, 3]) j, r = 1, 2.0 result = get_constrained_sensors_indices_distance_df( @@ -947,13 +932,11 @@ def test_get_constrained_sensors_indices_distance_df_with_nan_values(): x, y = df.loc[sensor, "x"], df.loc[sensor, "y"] assert not (pd.isna(x) or pd.isna(y)) + def test_get_constrained_sensors_indices_distance_df_single_sensor(): """Test that the function handles single sensor in all_sensors array.""" piv = np.array([1]) - df = pd.DataFrame({ - "x": [0, 5, 10], - "y": [0, 5, 10] - }) + df = pd.DataFrame({"x": [0, 5, 10], "y": [0, 5, 10]}) all_sensors = np.array([1]) j, r = 1, 2.0 result = get_constrained_sensors_indices_distance_df( @@ -962,13 +945,11 @@ def test_get_constrained_sensors_indices_distance_df_single_sensor(): expected = np.array([1]) assert np.array_equal(result, expected) + def test_get_constrained_sensors_indices_distance_df_boundary_radius(): """Test that the function handles radius exactly on distance boundary.""" piv = np.array([0]) - df = pd.DataFrame({ - "x": [0, 1, 0, 1], - "y": [0, 0, 1, 1] - }) + df = pd.DataFrame({"x": [0, 1, 0, 1], "y": [0, 0, 1, 1]}) all_sensors = np.array([0, 1, 2, 3]) j, r = 1, np.sqrt(2) result = get_constrained_sensors_indices_distance_df( @@ -978,31 +959,30 @@ def test_get_constrained_sensors_indices_distance_df_boundary_radius(): current_x, current_y = 0, 0 for idx in all_sensors: x, y = df.loc[idx, "x"], df.loc[idx, "y"] - if (x - current_x)**2 + (y - current_y)**2 < r**2: + if (x - current_x) ** 2 + (y - current_y) ** 2 < r**2: expected_indices.append(idx) expected = np.array(expected_indices) assert np.array_equal(np.sort(result), np.sort(expected)) + def test_get_constrained_sensors_indices_distance_df_does_not_modify_input(): """Test that the function does not modify input DataFrame or arrays.""" piv = np.array([0, 1]) - df = pd.DataFrame({ - "x": [0, 5, 10], - "y": [0, 5, 10] - }) + df = pd.DataFrame({"x": [0, 5, 10], "y": [0, 5, 10]}) all_sensors = np.array([0, 1, 2]) j, r = 1, 6.0 piv_copy = piv.copy() df_copy = df.copy() all_sensors_copy = all_sensors.copy() - result = get_constrained_sensors_indices_distance_df( + result = get_constrained_sensors_indices_distance_df( # noqa:F841 j, piv, r, df, all_sensors, "x", "y" ) assert np.array_equal(piv, piv_copy) assert df.equals(df_copy) assert np.array_equal(all_sensors, all_sensors_copy) + class TestBaseConstraint: @pytest.fixture @@ -3601,7 +3581,7 @@ def test_draw_with_numpy_array_and_equation(self): all_sensors=all_sensors, equation="x**2 + y**2 <= 4", data=sample_array ) with patch( - "pysensors.utils._constraints." "get_coordinates_from_indices" + "pysensors.utils._constraints.get_coordinates_from_indices" ) as mock_get_coords, patch("builtins.eval") as mock_eval, patch.object( BaseConstraint, "get_functionalConstraind_sensors_indices" ) as mock_get_func: @@ -3611,22 +3591,27 @@ def test_draw_with_numpy_array_and_equation(self): (x_values, y_values), (x_values[:2], y_values[:2]), ] - mock_eval.side_effect = [True, True, False, False, False] + mock_eval.side_effect = [False, False, True, True, True] mock_get_func.return_value = (np.array([0, 1]), np.array([0, 1])) mock_ax = MagicMock() + constraint.draw(mock_ax) + assert mock_get_coords.call_count == 2 args1, kwargs1 = mock_get_coords.call_args_list[0] np.testing.assert_array_equal(args1[0], all_sensors) np.testing.assert_array_equal(args1[1], sample_array) + assert mock_eval.call_count == 5 args2, kwargs2 = mock_get_func.call_args np.testing.assert_array_equal(args2[0], all_sensors) expected_g = np.array([True, True, False, False, False]) np.testing.assert_array_equal(args2[1], expected_g) + args3, kwargs3 = mock_get_coords.call_args_list[1] np.testing.assert_array_equal(args3[0], np.array([0, 1])) np.testing.assert_array_equal(args3[1], sample_array) + mock_ax.scatter.assert_called_once() args4, kwargs4 = mock_ax.scatter.call_args np.testing.assert_array_equal(args4[0], x_values[:2]) diff --git a/tests/utils/test_norm_calc.py b/tests/utils/test_norm_calc.py index 0e73c5a..46e6b98 100644 --- a/tests/utils/test_norm_calc.py +++ b/tests/utils/test_norm_calc.py @@ -1,8 +1,9 @@ from unittest.mock import patch import numpy as np -import pytest import pandas as pd +import pytest + from pysensors.utils._norm_calc import distance, exact_n, max_n, predetermined @@ -379,6 +380,7 @@ def test_predetermined_dimension_matching(): expected[didx] = 0 assert np.array_equal(result, expected) + def test_distance_missing_info_parameter(): """Test that the function raises ValueError when 'info' parameter is missing.""" dlens = np.array([1.0, 2.0, 3.0, 4.0]) @@ -386,8 +388,14 @@ def test_distance_missing_info_parameter(): j = 0 with pytest.raises(ValueError) as excinfo: from pysensors.utils._norm_calc import distance - result = distance(dlens, piv, j, r=2.0, all_sensors=np.array([0, 1, 2, 3])) # noqa:F841 - assert "Must provide 'info' parameter as a np.darray or dataframe" in str(excinfo.value) + + result = distance( # noqa:F841 + dlens, piv, j, r=2.0, all_sensors=np.array([0, 1, 2, 3]) + ) # noqa:F841 + assert "Must provide 'info' parameter as a np.darray or dataframe" in str( + excinfo.value + ) + def test_distance_missing_r_parameter(): """Test that the function raises ValueError when 'r' parameter is missing.""" @@ -397,9 +405,13 @@ def test_distance_missing_r_parameter(): info = np.zeros((5, 5)) with pytest.raises(ValueError) as excinfo: from pysensors.utils._norm_calc import distance - result = distance(dlens, piv, j, info=info, all_sensors=np.array([0, 1, 2, 3])) + + result = distance( # noqa:F841 + dlens, piv, j, info=info, all_sensors=np.array([0, 1, 2, 3]) + ) assert "Must provide 'r' parameter for radius constraints" in str(excinfo.value) + def test_distance_negative_radius(): """Test that the function raises ValueError when radius is negative.""" dlens = np.array([1.0, 2.0, 3.0, 4.0]) @@ -408,9 +420,13 @@ def test_distance_negative_radius(): info = np.zeros((5, 5)) with pytest.raises(ValueError) as excinfo: from pysensors.utils._norm_calc import distance - result = distance(dlens, piv, j, info=info, r=-1.0, all_sensors=np.array([0, 1, 2, 3])) + + result = distance( # noqa:F841 + dlens, piv, j, info=info, r=-1.0, all_sensors=np.array([0, 1, 2, 3]) + ) assert "Radius 'r' must be positive, got -1.0" in str(excinfo.value) + def test_distance_zero_radius(): """Test that the function raises ValueError when radius is zero.""" dlens = np.array([1.0, 2.0, 3.0, 4.0]) @@ -419,9 +435,13 @@ def test_distance_zero_radius(): info = np.zeros((5, 5)) with pytest.raises(ValueError) as excinfo: from pysensors.utils._norm_calc import distance - result = distance(dlens, piv, j, info=info, r=0.0, all_sensors=np.array([0, 1, 2, 3])) + + result = distance( # noqa:F841 + dlens, piv, j, info=info, r=0.0, all_sensors=np.array([0, 1, 2, 3]) + ) assert "Radius 'r' must be positive, got 0.0" in str(excinfo.value) + def test_distance_numpy_array_missing_nx(): """Test that the function raises ValueError when nx is missing for numpy array.""" dlens = np.array([1.0, 2.0, 3.0, 4.0]) @@ -430,9 +450,13 @@ def test_distance_numpy_array_missing_nx(): info = np.zeros((5, 5)) with pytest.raises(ValueError) as excinfo: from pysensors.utils._norm_calc import distance - result = distance(dlens, piv, j, info=info, r=2.0, all_sensors=np.array([0, 1, 2, 3])) + + result = distance( # noqa:F841 + dlens, piv, j, info=info, r=2.0, all_sensors=np.array([0, 1, 2, 3]) + ) assert "Must provide nx parameter" in str(excinfo.value) + def test_distance_numpy_array_missing_ny(): """Test that the function raises ValueError when ny is missing for numpy array.""" dlens = np.array([1.0, 2.0, 3.0, 4.0]) @@ -441,9 +465,13 @@ def test_distance_numpy_array_missing_ny(): info = np.zeros((5, 5)) with pytest.raises(ValueError) as excinfo: from pysensors.utils._norm_calc import distance - result = distance(dlens, piv, j, info=info, r=2.0, nx=5, all_sensors=np.array([0, 1, 2, 3])) + + result = distance( # noqa:F841 + dlens, piv, j, info=info, r=2.0, nx=5, all_sensors=np.array([0, 1, 2, 3]) + ) assert "Must provide nx parameter" in str(excinfo.value) + def test_distance_dataframe_missing_x_axis(): """Test that the function raises Exception when X_axis is missing for DataFrame.""" dlens = np.array([1.0, 2.0, 3.0, 4.0]) @@ -452,8 +480,20 @@ def test_distance_dataframe_missing_x_axis(): info = pd.DataFrame({"x": [0, 1, 2, 3, 4], "y": [0, 1, 2, 3, 4]}) with pytest.raises(Exception) as excinfo: from pysensors.utils._norm_calc import distance - result = distance(dlens, piv, j, info=info, r=2.0, Y_axis="y", all_sensors=np.array([0, 1, 2, 3])) - assert "Must provide X_axis as **kwargs as your data is a dataframe" in str(excinfo.value) + + result = distance( # noqa:F841 + dlens, + piv, + j, + info=info, + r=2.0, + Y_axis="y", + all_sensors=np.array([0, 1, 2, 3]), + ) + assert "Must provide X_axis as **kwargs as your data is a dataframe" in str( + excinfo.value + ) + def test_distance_dataframe_missing_y_axis(): """Test that the function raises Exception when Y_axis is missing for DataFrame.""" @@ -463,19 +503,38 @@ def test_distance_dataframe_missing_y_axis(): info = pd.DataFrame({"x": [0, 1, 2, 3, 4], "y": [0, 1, 2, 3, 4]}) with pytest.raises(Exception) as excinfo: from pysensors.utils._norm_calc import distance - result = distance(dlens, piv, j, info=info, r=2.0, X_axis="x", all_sensors=np.array([0, 1, 2, 3])) - assert "Must provide Y_axis as **kwargs as your data is a dataframe" in str(excinfo.value) + + result = distance( # noqa:F841 + dlens, + piv, + j, + info=info, + r=2.0, + X_axis="x", + all_sensors=np.array([0, 1, 2, 3]), + ) + assert "Must provide Y_axis as **kwargs as your data is a dataframe" in str( + excinfo.value + ) + def test_distance_invalid_info_type(): - """Test that the function raises ValueError when info is neither numpy array nor DataFrame.""" + """Test that the function raises ValueError when info is neither + numpy array nor DataFrame.""" dlens = np.array([1.0, 2.0, 3.0, 4.0]) piv = np.array([0, 1, 2, 3]) j = 0 info = "invalid_type" with pytest.raises(ValueError) as excinfo: from pysensors.utils._norm_calc import distance - result = distance(dlens, piv, j, info=info, r=2.0, all_sensors=np.array([0, 1, 2, 3])) - assert "'info' parameter must be either np.ndarray or pd.DataFrame" in str(excinfo.value) + + result = distance( # noqa:F841 + dlens, piv, j, info=info, r=2.0, all_sensors=np.array([0, 1, 2, 3]) + ) + assert "'info' parameter must be either np.ndarray or pd.DataFrame" in str( + excinfo.value + ) + def test_distance_j_equals_piv_length(): """Test that the function handles j equal to piv length.""" @@ -485,14 +544,15 @@ def test_distance_j_equals_piv_length(): info = np.zeros((5, 5)) all_sensors = np.array([0, 5, 10]) from pysensors.utils._norm_calc import distance + result = distance( - dlens.copy(), piv, j, - info=info, r=2.0, nx=5, ny=5, all_sensors=all_sensors + dlens.copy(), piv, j, info=info, r=2.0, nx=5, ny=5, all_sensors=all_sensors ) assert isinstance(result, np.ndarray) assert len(result) == len(dlens) assert np.array_equal(result, dlens) + def test_distance_single_sensor_piv(): """Test that the function handles single sensor in piv.""" dlens = np.array([1.0]) @@ -501,13 +561,14 @@ def test_distance_single_sensor_piv(): info = np.zeros((5, 5)) all_sensors = np.array([12]) from pysensors.utils._norm_calc import distance + result = distance( - dlens.copy(), piv, j, - info=info, r=2.0, nx=5, ny=5, all_sensors=all_sensors + dlens.copy(), piv, j, info=info, r=2.0, nx=5, ny=5, all_sensors=all_sensors ) assert isinstance(result, np.ndarray) assert len(result) == len(dlens) + def test_distance_j_greater_than_piv_length(): """Test that the function handles j greater than piv length gracefully.""" dlens = np.ones(3) @@ -516,8 +577,8 @@ def test_distance_j_greater_than_piv_length(): info = np.zeros((5, 5)) all_sensors = np.array([0, 1, 2]) from pysensors.utils._norm_calc import distance + with pytest.raises(IndexError): - result = distance( - dlens.copy(), piv, j, - info=info, r=2.0, nx=5, ny=5, all_sensors=all_sensors - ) \ No newline at end of file + result = distance( # noqa:F841 + dlens.copy(), piv, j, info=info, r=2.0, nx=5, ny=5, all_sensors=all_sensors + ) diff --git a/tests/utils/test_user_function.py b/tests/utils/test_user_function.py index 21e2702..54fd618 100644 --- a/tests/utils/test_user_function.py +++ b/tests/utils/test_user_function.py @@ -1,3 +1,2 @@ - def test_user_function(): - return 1 \ No newline at end of file + return 1 From 84da43c18e00a2c8d0324667e8dba7980c6f3e31 Mon Sep 17 00:00:00 2001 From: Niharika Karnik Date: Thu, 3 Jul 2025 09:38:14 -0700 Subject: [PATCH 6/7] Changing names of notebooks in the .rst file in examples --- examples/index.rst | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/examples/index.rst b/examples/index.rst index 301f3d9..f8a5aeb 100644 --- a/examples/index.rst +++ b/examples/index.rst @@ -11,7 +11,7 @@ PySensors Examples cost_constrained_qr cross_validation sea_surface_temperature - vandermonde - spatially_constrained_qr - functional_constraints_class - simulation_constrained_sensing + polynomial_curve_fitting + spatial_constrained_qr + Olivetti_constrained_sensing + OPTI-TWIST_constrained_sensing From b82af2763bc3b06ac5e5fb46e0b4f53c3aba0a89 Mon Sep 17 00:00:00 2001 From: Niharika Karnik Date: Thu, 3 Jul 2025 10:30:40 -0700 Subject: [PATCH 7/7] Adding reconstruction_comparison and two_point_greedy notebooks --- examples/reconstruction_comparison.ipynb | 446 +++++++++++++++++++++++ examples/two_point_greedy.ipynb | 405 ++++++++++++++++++++ 2 files changed, 851 insertions(+) create mode 100644 examples/reconstruction_comparison.ipynb create mode 100644 examples/two_point_greedy.ipynb diff --git a/examples/reconstruction_comparison.ipynb b/examples/reconstruction_comparison.ipynb new file mode 100644 index 0000000..6db44fa --- /dev/null +++ b/examples/reconstruction_comparison.ipynb @@ -0,0 +1,446 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "eb0be7a4", + "metadata": {}, + "source": [ + "# Reconstruction Method Comparison on Olivetti Faces Dataset\n", + "\n", + "This notebook compares the regularized and unregularized least squares reconstruction methods on the Olivetti Faces Dataset.\n", + "\n", + "We compute and compare the RMSE of various combinations of priors for sensor placement using TPGR optimizer and regularized reconstruction.\n", + "There are two types of priors: flat prior and decreasing prior. A flat prior is a scaled identity diagonal vector $\\alpha \\mathbf{d}_r$, where $r$ is the number of basis modes. A decreasing prior is a diagonal vector of normalized singular values of shape $(r)$, which are computed from the fitted data when `prior = 'decreasing'`. \n", + "(These diagonal vectors are internally converted to diagonal matrices when needed.)\n", + "\n", + "We also compare the RMSE of unregularized and regularized reconstruction for the QR and TPGR optimizers.\n", + "\n", + "See the following reference for more information on Regularized Least Squares Reconstruction and Two-Point Greedy Optimizer ([link](https://arxiv.org/pdf/2307.11838))\n", + "\n", + "`Klishin, Andrei A., J. Nathan Kutz and Krithika Manohar. Data-Induced Interactions of Sparse Sensors. 2023. arXiv:2307.11838 [cond-mat.stat-mech]`" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "3ed79988", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from sklearn import datasets\n", + "\n", + "import pysensors as ps" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "5029d2ef", + "metadata": {}, + "outputs": [], + "source": [ + "def RMSE(X, Y):\n", + " return np.sqrt(np.mean((Y - X) ** 2, axis=-1))" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "4cdb7ebc", + "metadata": {}, + "outputs": [], + "source": [ + "faces = datasets.fetch_olivetti_faces(shuffle=True, random_state=99)\n", + "X = faces.data\n", + "\n", + "n_samples, n_features = X.shape\n", + "\n", + "# Global centering\n", + "X = X - X.mean(axis=0)\n", + "\n", + "# Local centering\n", + "X -= X.mean(axis=1).reshape(n_samples, -1)" + ] + }, + { + "cell_type": "markdown", + "id": "3b01a388", + "metadata": {}, + "source": [ + "The flat prior here is set to scaled identity matrix $4I_r$, where $r$ is the number of basis modes, and the noise is set to $0.01$.\n", + "\n", + "The choice of prior and noise for the TPGR Optimizer and Regularized Reconstruction affect the RMSE curve for a given dataset, and must be chosen appropriately." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c97e7753", + "metadata": {}, + "outputs": [], + "source": [ + "X_train, X_test = X[:320], X[320:]\n", + "r = 100\n", + "flat_prior = np.full(100, 4)\n", + "p_values = np.arange(2, 151)\n", + "noise = 0.01" + ] + }, + { + "cell_type": "markdown", + "id": "f0805077", + "metadata": {}, + "source": [ + "Here, over a range of number of sensors (`p_values`), using flat prior TPGR optimizer, RMSE is computed for unregularized reconstruction, flat prior regularized reconstruction and decreasing prior regularized reconstruction." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "56da5c46", + "metadata": {}, + "outputs": [], + "source": [ + "rmse_predict_f = []\n", + "rmse_reconstruct_ff = []\n", + "std_predict_f = []\n", + "std_reconstruct_ff = []\n", + "rmse_reconstruct_fd = []\n", + "std_reconstruct_fd= []\n", + "\n", + "for p in p_values:\n", + " model = ps.SSPOR(\n", + " basis=ps.basis.SVD(n_basis_modes=r),\n", + " optimizer = ps.optimizers.TPGR(n_sensors=p, noise=noise, prior=flat_prior),\n", + " )\n", + " model.fit(X_train)\n", + " sensors = model.get_selected_sensors()\n", + " x_test = X_test[:, sensors]\n", + " X_test_residual = np.delete(X_test, sensors, axis=1)\n", + "\n", + " predicted_state = model.predict(x_test, method='unregularized')\n", + " X_predicted_residual = np.delete(predicted_state, sensors, axis=1)\n", + " rmse_predict_states = RMSE(X_test_residual, X_predicted_residual)\n", + " rmse_predict = rmse_predict_states.mean()\n", + " std_predict = rmse_predict_states.std(ddof=1)\n", + " rmse_predict_f.append(rmse_predict)\n", + " std_predict_f.append(std_predict)\n", + " \n", + " reconstructed_state = model.predict(x_test, prior=flat_prior, noise=noise)\n", + " X_reconstructed_residual = np.delete(reconstructed_state, sensors, axis=1)\n", + " rmse_reconstruct_states = RMSE(X_test_residual, X_reconstructed_residual)\n", + " rmse_reconstruct = rmse_reconstruct_states.mean()\n", + " std_reconstruct = rmse_reconstruct_states.std(ddof=1)\n", + " rmse_reconstruct_ff.append(rmse_reconstruct)\n", + " std_reconstruct_ff.append(std_reconstruct)\n", + "\n", + " reconstructed_state_ = model.predict(x_test, prior='decreasing', noise=noise)\n", + " X_reconstructed_residual_ = np.delete(reconstructed_state_, sensors, axis=1)\n", + " rmse_reconstruct_states_ = RMSE(X_test_residual, X_reconstructed_residual_)\n", + " rmse_reconstruct_ = rmse_reconstruct_states_.mean()\n", + " std_reconstruct_ = rmse_reconstruct_states_.std(ddof=1)\n", + " rmse_reconstruct_fd.append(rmse_reconstruct_)\n", + " std_reconstruct_fd.append(std_reconstruct_)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "0cc9752c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "std_predict_f = np.array(std_predict_f)\n", + "std_reconstruct_ff = np.array(std_reconstruct_ff)\n", + "plt.plot(p_values, rmse_predict_f, label='Unregularized Least Squares Reconstruction', color='blue')\n", + "plt.fill_between(p_values, rmse_predict_f - std_predict_f, rmse_predict_f + std_predict_f, color='blue', alpha=0.3)\n", + "plt.xlabel('No. of sensors')\n", + "plt.ylabel('RMSE')\n", + "plt.yscale('log')\n", + "plt.plot(p_values, rmse_reconstruct_ff, label='Regularized Least Squares Reconstruction', color='orange')\n", + "plt.fill_between(p_values, rmse_reconstruct_ff - std_reconstruct_ff, rmse_reconstruct_ff + std_reconstruct_ff, color='orange', alpha=0.3)\n", + "plt.axvline(x=r, color='gray', linestyle='--', linewidth=1)\n", + "plt.title('RMSE for flat prior sensor placement and flat prior reconstruction')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "369823cb", + "metadata": {}, + "source": [ + "Here, over a range of number of sensors (`p_values`), using decreasing prior TPGR optimizer, RMSE is computed for unregularized reconstruction, flat prior regularized reconstruction and decreasing prior regularized reconstruction." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "74599a9f", + "metadata": {}, + "outputs": [], + "source": [ + "rmse_predict_d = []\n", + "rmse_reconstruct_df = []\n", + "std_predict_d = []\n", + "std_reconstruct_df = []\n", + "rmse_reconstruct_dd = []\n", + "std_reconstruct_dd= []\n", + "\n", + "for p in p_values:\n", + " model = ps.SSPOR(\n", + " basis=ps.basis.SVD(n_basis_modes=r),\n", + " optimizer = ps.optimizers.TPGR(n_sensors=p, noise=noise, prior='decreasing'),\n", + " )\n", + " model.fit(X_train)\n", + " sensors = model.get_selected_sensors()\n", + " x_test = X_test[:, sensors]\n", + " X_test_residual = np.delete(X_test, sensors, axis=1)\n", + "\n", + " predicted_state = model.predict(x_test, method='unregularized')\n", + " X_predicted_residual = np.delete(predicted_state, sensors, axis=1)\n", + " rmse_predict_states = RMSE(X_test_residual, X_predicted_residual)\n", + " rmse_predict = rmse_predict_states.mean()\n", + " std_predict = rmse_predict_states.std(ddof=1)\n", + " rmse_predict_d.append(rmse_predict)\n", + " std_predict_d.append(std_predict)\n", + "\n", + " reconstructed_state = model.predict(x_test, prior=flat_prior, noise=noise)\n", + " X_reconstructed_residual = np.delete(reconstructed_state, sensors, axis=1)\n", + " rmse_reconstruct_states = RMSE(X_test_residual, X_reconstructed_residual)\n", + " rmse_reconstruct = rmse_reconstruct_states.mean()\n", + " std_reconstruct = rmse_reconstruct_states.std(ddof=1)\n", + " rmse_reconstruct_df.append(rmse_reconstruct)\n", + " std_reconstruct_df.append(std_reconstruct)\n", + "\n", + " reconstructed_state_ = model.predict(x_test, prior='decreasing', noise=noise)\n", + " X_reconstructed_residual_ = np.delete(reconstructed_state_, sensors, axis=1)\n", + " rmse_reconstruct_states_ = RMSE(X_test_residual, X_reconstructed_residual_)\n", + " rmse_reconstruct_ = rmse_reconstruct_states_.mean()\n", + " std_reconstruct_ = rmse_reconstruct_states_.std(ddof=1)\n", + " rmse_reconstruct_dd.append(rmse_reconstruct_)\n", + " std_reconstruct_dd.append(std_reconstruct_)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8f1e44f3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "std_predict_d = np.array(std_predict_d)\n", + "std_reconstruct_df = np.array(std_reconstruct_df)\n", + "plt.plot(p_values, rmse_predict_d, label='Unregularized Least Squares Reconstruction', color='blue')\n", + "plt.fill_between(p_values, rmse_predict_d - std_predict_d, rmse_predict_d + std_predict_d, color='blue', alpha=0.3)\n", + "plt.xlabel('No. of sensors')\n", + "plt.ylabel('RMSE')\n", + "plt.yscale('log')\n", + "plt.plot(p_values, rmse_reconstruct_df, label='Regularized Least Squares Reconstruction', color='orange')\n", + "plt.fill_between(p_values, rmse_reconstruct_df - std_reconstruct_df, rmse_reconstruct_df + std_reconstruct_df, color='orange', alpha=0.3)\n", + "plt.axvline(x=r, color='gray', linestyle='--', linewidth=1)\n", + "plt.title('RMSE for decreasing prior sensor placement and flat prior reconstruction')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "7b9e315b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "std_predict_f = np.array(std_predict_f)\n", + "std_reconstruct_fd = np.array(std_reconstruct_fd)\n", + "plt.plot(p_values, rmse_predict_f, label='Unregularized Least Squares Reconstruction', color='blue')\n", + "plt.fill_between(p_values, rmse_predict_f - std_predict_f, rmse_predict_f + std_predict_f, color='blue', alpha=0.3)\n", + "plt.xlabel('No. of sensors')\n", + "plt.ylabel('RMSE')\n", + "plt.yscale('log')\n", + "plt.plot(p_values, rmse_reconstruct_fd, label='Regularized Least Squares Reconstruction', color='orange')\n", + "plt.fill_between(p_values, rmse_reconstruct_fd - std_reconstruct_fd, rmse_reconstruct_fd + std_reconstruct_fd, color='orange', alpha=0.3)\n", + "plt.axvline(x=r, color='gray', linestyle='--', linewidth=1)\n", + "plt.title('RMSE for flat prior sensor placement and decreasing prior reconstruction')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "2ee61f60", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "std_predict_d = np.array(std_predict_d)\n", + "std_reconstruct_dd = np.array(std_reconstruct_dd)\n", + "plt.plot(p_values, rmse_predict_d, label='Unregularized Least Squares Reconstruction', color='blue')\n", + "plt.fill_between(p_values, rmse_predict_d - std_predict_d, rmse_predict_d + std_predict_d, color='blue', alpha=0.3)\n", + "plt.xlabel('No. of sensors')\n", + "plt.ylabel('RMSE')\n", + "plt.yscale('log')\n", + "plt.plot(p_values, rmse_reconstruct_dd, label='Regularized Least Squares Reconstruction', color='orange')\n", + "plt.fill_between(p_values, rmse_reconstruct_dd - std_reconstruct_dd, rmse_reconstruct_dd + std_reconstruct_dd, color='orange', alpha=0.3)\n", + "plt.axvline(x=r, color='gray', linestyle='--', linewidth=1)\n", + "plt.title('RMSE for decreasing prior sensor placement and decreasing prior reconstruction')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "35221fc5", + "metadata": {}, + "source": [ + "Here, over a range of number of sensors (`p_values`), RMSE is computed for unregularized reconstruction for QR and decreasing prior TPGR optimizer and decreasing prior regularized reconstruction, again for QR and decreasing prior TPGR optimizer." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "acb77c5d", + "metadata": {}, + "outputs": [], + "source": [ + "qr_rmse_predict_list = []\n", + "qr_std_predict_list = []\n", + "qr_rmse_reconstruct_list = []\n", + "qr_std_reconstruct_list = []\n", + "\n", + "for p in p_values:\n", + " model = ps.SSPOR(\n", + " basis=ps.basis.SVD(n_basis_modes=r),\n", + " n_sensors=p,\n", + " )\n", + " model.fit(X_train)\n", + " sensors = model.get_selected_sensors()\n", + " x_test = X_test[:, sensors]\n", + " qr_X_test_residual = np.delete(X_test, sensors, axis=1)\n", + "\n", + " qr_predicted_state = model.predict(x_test, method='unregularized')\n", + " qr_X_predicted_residual = np.delete(qr_predicted_state, sensors, axis=1)\n", + " qr_rmse_predict_states = RMSE(qr_X_test_residual, qr_X_predicted_residual)\n", + " qr_rmse_predict = qr_rmse_predict_states.mean()\n", + " qr_std_predict = qr_rmse_predict_states.std(ddof=1)\n", + " qr_rmse_predict_list.append(qr_rmse_predict)\n", + " qr_std_predict_list.append(qr_std_predict)\n", + "\n", + " qr_reconstructed_state = model.predict(x_test, prior='decreasing', noise=noise)\n", + " qr_X_reconstructed_residual = np.delete(qr_reconstructed_state, sensors, axis=1)\n", + " qr_rmse_reconstruct_states = RMSE(qr_X_test_residual, qr_X_reconstructed_residual)\n", + " qr_rmse_reconstruct = qr_rmse_reconstruct_states.mean()\n", + " qr_std_reconstruct = qr_rmse_reconstruct_states.std(ddof=1)\n", + " qr_rmse_reconstruct_list.append(qr_rmse_reconstruct)\n", + " qr_std_reconstruct_list.append(qr_std_reconstruct)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "71f4bc1c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "qr_rmse_reconstruct_list = np.array(qr_rmse_reconstruct_list)\n", + "qr_std_reconstruct_list = np.array(qr_std_reconstruct_list)\n", + "qr_rmse_predict_list = np.array(qr_rmse_predict_list)\n", + "qr_std_predict_list = np.array(qr_std_predict_list)\n", + "plt.figure()\n", + "plt.xlabel('No. of sensors')\n", + "plt.ylabel(r'RMSE and $\\pm 1$ STD')\n", + "plt.yscale('log')\n", + "plt.plot(p_values, qr_rmse_predict_list, label='QR with Unregularized Reconstruction', color='orange')\n", + "plt.fill_between(p_values, qr_rmse_predict_list - qr_std_predict_list, qr_std_predict_list + qr_rmse_predict_list, color='orange', alpha=0.3)\n", + "plt.plot(p_values, rmse_predict_d, label='TPGR with Unregularized Reconstruction', color='blue')\n", + "plt.fill_between(p_values, rmse_predict_d - std_predict_d, rmse_predict_d + std_predict_d, color='blue', alpha=0.3)\n", + "plt.plot(p_values, qr_rmse_reconstruct_list, label='QR with Regularized Reconstruction', color='black')\n", + "plt.fill_between(p_values, qr_rmse_reconstruct_list - qr_std_reconstruct_list, qr_rmse_reconstruct_list + qr_std_reconstruct_list, color='black', alpha=0.3)\n", + "plt.plot(p_values, rmse_reconstruct_dd, label='TPGR with Regularized Reconstruction', color='red')\n", + "plt.fill_between(p_values, rmse_reconstruct_dd - std_reconstruct_dd, rmse_reconstruct_dd + std_reconstruct_dd, color='red', alpha=0.3)\n", + "plt.axvline(x=r, color='gray', linestyle='--', linewidth=1)\n", + "plt.title('Comparison between QR and TPGR optimizers')\n", + "plt.legend(loc='lower center', ncol=1, bbox_to_anchor=(0.5, -.380))\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/two_point_greedy.ipynb b/examples/two_point_greedy.ipynb new file mode 100644 index 0000000..96c63ed --- /dev/null +++ b/examples/two_point_greedy.ipynb @@ -0,0 +1,405 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Two-point Greedy Optimizer\n", + "\n", + "This notebook explores the `PySensors` Two-point Greedy Optimizer `TPGR` for sparse sensor placement for reconstruction. \n", + "\n", + "For $p$ sensors and $r$ basis modes, while the `QR` optimizer returned exactly $p=r$ sensors in order of decreasing importance through pivoting and placed any subsequent sensors randomly, a `TPGR` optimizer can return a user specified $p$ sensors for any number of basis modes $r$.\n", + "\n", + "See the following reference for more information on Two-Point Greedy Optimizer and Regularized Least Squares Reconstruction ([link](https://arxiv.org/pdf/2307.11838))\n", + "\n", + "`Klishin, Andrei A., J. Nathan Kutz and Krithika Manohar. Data-Induced Interactions of Sparse Sensors. 2023. arXiv:2307.11838 [cond-mat.stat-mech]`" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from ftplib import FTP\n", + "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import netCDF4\n", + "\n", + "import pysensors as ps" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Import Data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "ftp = FTP('ftp.cdc.noaa.gov')\n", + "ftp.login()\n", + "ftp.cwd('/Datasets/noaa.oisst.v2/')\n", + "\n", + "filenames = ['sst.wkmean.1990-present.nc', 'lsmask.nc']\n", + "\n", + "for filename in filenames:\n", + " localfile = open(filename, 'wb')\n", + " ftp.retrbinary('RETR ' + filename, localfile.write, 1024)\n", + " localfile.close()\n", + "\n", + "ftp.quit();" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "f = netCDF4.Dataset('sst.wkmean.1990-present.nc')\n", + "\n", + "lat,lon = f.variables['lat'], f.variables['lon']\n", + "SST = f.variables['sst']\n", + "sst = SST[:]\n", + "\n", + "f = netCDF4.Dataset('lsmask.nc')\n", + "mask = f.variables['mask']" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "masks = np.bool_(np.squeeze(mask))\n", + "snapshot = float(\"nan\")*np.ones((180,360))\n", + "snapshot[masks] = sst[0,masks]\n", + "\n", + "plt.imshow(snapshot, cmap=plt.cm.coolwarm)\n", + "plt.colorbar\n", + "plt.xticks([])\n", + "plt.yticks([])\n", + "plt.title('First snapshot of SST')\n", + "X = sst[:,masks]\n", + "X = np.reshape(X.compressed(), X.shape) # convert masked array to array" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "r=100\n", + "flat_prior = np.full(r, 1000)\n", + "X_train = X[:1300, :]\n", + "X_test = X[1300:, :]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Change the prior to either a flat prior or decreasing prior" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "prior = flat_prior\n", + "# prior='decreasing'" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(44219, 100)\n", + "(100,)\n" + ] + } + ], + "source": [ + "model = ps.SSPOR(\n", + " basis=ps.basis.SVD(n_basis_modes=r),\n", + " optimizer=ps.optimizers.TPGR(n_sensors=25, noise=1, prior=prior)\n", + ")\n", + "model.fit(X_train)\n", + "sensors = model.get_selected_sensors()\n", + "\n", + "print(model.basis_matrix_.shape)\n", + "print(model.singular_values.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the learned sensor locations using the `TPGR` optimizer" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "temp = np.transpose(0 * X[1,:])\n", + "temp[sensors] = 1\n", + "img = 0*snapshot\n", + "img[masks] = temp\n", + "image = plt.imshow(snapshot, cmap=plt.cm.coolwarm)\n", + "indx = np.where(img==1)\n", + "plt.scatter(indx[1], indx[0], 4, color='black')\n", + "ax = plt.gca()\n", + "plt.xticks([])\n", + "plt.yticks([])\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", + "plt.colorbar(image, cax)\n", + "ax.set_title('Learned sensor locations - TPGR Optimizer');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Reconstruct using Regularized Least Squares Reconstruction" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "x_test = X_test[:, sensors]\n", + "predicted_state = model.predict(x_test, noise=1, prior=prior)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Compute and plot the Uncertainty Heatmap" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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ya9YsAO69fmuGh/qenb71rW9961vfnoitHTVs9cx74rwKrgRBToeDxFEkbNgSDiUFVzz8E/I8/8sHI8E10xq0tIZc8I0FLJMDcSwwVXxOfZNYx/Z12cTzCH+EiQ4jISZvm+p70zXhvyOY+jonXte62qT+9/qx1/f3mdp07kzUWmA6bWHXeze9+029fYptU2ycyvM3nRivdT3vqXsHGH9Fj3fnU7XN1O1W3XnoJa4PrOu407OJ/Si8U9W5/L8TDigA2fOU133esM+63q3H21a/2t7rElP85a/H1tW3NsSBw1GfzPjGdb+7G/Yi1tWHpjqPmWLbVFejre0ZowQCJZjiDZja9BO8xzAvPFHL/QOeSvKQyoxEbFgwIqyAqWtCPq1sRknPOrYgs44ZMVj0FG+Nxk7qTNZCvUarpBpIzTT6g5nwe+BmhHCDb9xuQU3RSWz8nphy4luXSQTKn2GqF2RiZzbW3fvUwKX3xZvYoac78a/vWh/v1qQQSMJn/WZx9zzVfU/ab4p+MNX9hGPWTSCQU5xiOgOFtGLK+xa4e+05t4XS96SJg9XEM6n6zBDO5b8je55ZdT/SgxHD1O3BFNdUv95gBouxvX3FYCn99vr91dstXFsqZM81umuTk/p92Mf09Ekx6bv1fddlE9tg4va/JnN9Z8Pfl7AiTk72zx4Npm9Tv6eP/97P1CaDZDvleGCtje9p3SbtB3SMQdeuXwINIUnE1P249/uW3E4+z1R3PfFIYfx8ovrJ9hTnrU4m3WeD2l+GN2NGYCS3mm5toC3t5I48VTMboJywo4Apyaipmm3iNimmnnynmo7rHd5gp+5t6zGJiUcNE2ScqCccyzA1ADW4yVD4a++9ut591nst62V+rHtBeq59AmCzlgSBEuJxgbIFyvW9NLXrNlP0g3Ud01D1ETeB2imf+eOdWeKegRS257kL/5kKKJu43U66lrolgJjwdSkm9y87RR+wQLmua7aTn0+4ZikE2tpJ1xOu0UwA9FjXbkrUjjHFJKIQSGF6+n0ApJMZFNtDtwj/31QTU88iYApgsz5b12QrkZjHffJTm5jifiaeJ+zRe52uLUytV65vIgvH+3NWxus67lR9tnefqZmEx5t4g03n+Rgs1m54MAIgai9VfcyoP/P6uGNYN0NjgC4WXRvSwzJZT6M9pnp3w3En2uTxybrxwD7+om4qW9+4KqTY4EEiwv5lBJ3MCIy4ydbGSXNd3TUM9PXv1X8XuMFeiwkDMhXQWJ/V3SfVOa1H9NU513cUd0294MQQXviJx63uy7E8AltbH7nvCPSUnbt3HTVxklvXfhDus9rqJjM3Affu0/tz+I57YcIVhgkc1AQAMBVTYJg8MYZjTLTpDlsT+4XFgbf6MwumfTtX5/XXLGp9JZ68tz3CMwzHCz+XVqDDs7MBOEy+owTjwUd1XGsnPx9r5RSrSiiQmAkDgANNvRa+XQGJqdfcjn0ScZCNIE5YlO09RkeEZ+u2K2FJJoIgISIord+9ZDKrUv3t8Qc0ifiz1vRPFIjA9NgEt8dEsOF+lj1vERO2Pfm2LuCx4c8zRbtNYwwOti4WcPJxRc+kGO5P+2ce2EALdGxvTwh9dOL73LUCXXsvBdC1Yd8JC5R1jJmPZxJIAvioX48fix+3x07Rluv9jhAbgRn5KwQj2lrMFINy3eorufo2TW+nkYC0kx+ysuvyGU5sUBsnnnBOi4iDtht2xKQJPd4LvZOoQVBa6RmK3peG2jEMYsKEKiIYCUBlXba+dpt8f+6cChtfJIF1k1BsNxsnofD3arqafMJEWIyAxK+qAwCPEzvVRB4Gi8DohEOu2/c78drXd6/+X1s/l+g5d2Flz+QcAJSw1rM9FkWvyy8cU+P6mxuohAc9gsLKCWBEoKkARegriTCujWt3pRE9/QJ/zab2c/i3Oq8797reGBW2+2fpemzvvg5rCd/Pq6cbrjPsH/pBIoxnyFy/kRZSjNfXuKtU1pIJS1oDpRLh77t6wrL2zK2/k41lDuhPsepfxypxXfvXTTCVW9YyFaR+YmvcjWfrAldTvX+6NiLVGaLJmrapxtWpzrEulnmKvjmFTbzyiuGYuN163Uf1HWOhYwV5fP+r8TX8X/o3r0T6uaZ639x7LymR8X2Vwr3L4f0K42h4J6p7dguCahyFRBhSjB9/PMCPx6zaa6o2BLcYnNhu62XApGBGWoLp2F8jM6LppaArZkDE37V1A7cDIyJ+TyMjinW0tJtoe1Z2YsJk6s8QB/aeZ1iBA+0nBW0FJZLSqp7HP3n92jv5h4G+axJ0j2Om6qQyvjITUW4dZ1vcVNDbmcH6lXX9xXp8c5OLRlobf3dt5NpNhgnHd3c54ch6wp2n1tAUmtRPWCqep+oIdSAYgJ4DAb491kHtBBARLLTKxEEp0KqhLcJgUqdWDYKOVW4wsm5wCANKuEcHRtzPwlbPJbAduZUYP6CFPtK1CcZW0M144FC/ZiksKRopzAQwMpntqLNjpsZHmKirCr3Z1vpJdcyJzyvs20tnr2sdNzUYET3tZFHCkGBQod/4bU0MmTURcCS+7wphogvU2oqtDG9iONfU9ucNehP7T9g25VFtbz9d1xGn6075c658JuLM6VqPbqOGluuLhvBToP0lIurCKu1SjRGYYpILgG6qtu+9nnUtEh9/W3A/9rpoPZNtK9e2Y0oE41YyZlMKq9D+HdZI/84bUqHJhI7jiLEi7pPbhNwqujZF+/dQCoPCYBBx3AjvtxTVm+kckqJncZcKQ1MUji2NYKRaCLl2n4r1pIfF7R2X121CKYRQ69lj5ibszI7361//mk9/+tP87ne/Y9myZZx77rm85CUvWe93Lr30Ut773vdy8803s8UWW/ChD32IN7/5zTM674zASGHdJ3S1bm2lqX2HKKzyiFXEzqCRFFZRWBUfqcSSiRKFiRNsoKqNlf7FM/48aVxtQkClrhMZD3Ics6H8eRLqw3R9EhH+uBMBikbQMZl7AfzEo3wnVv58suffKVZxflvs6FgGZHfCedwLo21vF+51/PiHIzQNUfbs4yaP3gknHFdOOEbXulcoTIqp0AyJDi1ZvVxSWBL/0oWzxGvtWVm4+2sw+eWqmKnebXXhcgAE4Zjh+Vig9P2oftSOTeKKB3fLKD/5BuGmpFoRBjAQ+mDX94HQztrKnvawteuom8TSCO0jquPb+rWsx9z9TP3yh3NN1XeeiLlBtho4hbAYI+Pvob+mQsf+IoWhIUoKUdAQOi4GEmFp4OTX7ll7obOApHY/gsmTWg99/WcCEpie0FyICgI8ntZivcdh3WCiPvk+nttikmCaqZmbqSb0qdxTU2oqbP07k2GAsgprBUYIurbscaFIIWLwQf2bBZbS2h52JbAyFUjoZbvDeztZs1SB13qbFtYybiUd6xYJAE2h/bjqWFD8d40VrDZNVulBujYlt4lnrN34lgpNQ+YMyzYJmrCoCO/9uGkwbhuM6QaF77dKuHfAncOBcSU0iR9b6wudtGe8dWMwElI0ChOPUR+9A2tSX2jW95noFi/W113FRmBGZvhOjo2N8YxnPIO3vOUtvOxlL3vc/ZcuXcqLX/xiTjzxRM466ywuvvhi3vrWt7LJJptwxBFHTPu8MwIjj5kG4zqJ7MOYbfSgVwgTi/RoVUaQ0DUpbeM6l5sILIhAVfsVrrCMlk2kMCTCOFZAWHKTEGg6iSWRbkBVtcnCWNcZc5s40OMnD2OF69Cml4Z1uotqyeH2U2hTQZVEGFqqcKBJmDgZJv766iaEA1ehY7sXoIyTYrgWgFHTjOxNAAQB3fccEzfhmlpXDufH/80xTA71qwmr+THToPRtAe7Fmq3aDMjcvWT+HpsiZ1B2Sf0EHFbZFvd8hLWRyZLoOADVzQ2+7mcNdKwi930hsB6OAanuJYCCOhtVudrklC7BwJKF9gkDkakBUkfTOmAaBrK4evLgJICRHh2Gn7wzUcb+59weJjIboc3Ds5gILKwfFDeErc/lB3gg4VvEv1LhWdfvpw6OHfNTksuchij8/VkSa8iF+ySiamVpoTGhr8sJbFIclEVwElR/V361Pl2buK9ETrlf3Y0Rv2NnHsEz2XkwtRnsOgHJ1ELmqUWgUwGP0hoPLmqMGHghaaX1Cpq4ung+AgXgrls/xF57vXwd188602nV3bQA193wA+bs+J+0TdrD/AYG2dQWKY5FrFi3higZkkV8LwyCrlWs0i1GbZOOcWELQ7JDS+a0RBHflxW3vpGD9jmJTdZxnTOx9c73wNL77+Dy5kd6QHoiDC2Z156yAz+Bjanfk2P63bilamOCsSK2S2Alw3wRFotj63ObyI0QTWNndrwjjzySI488ctr7f/nLX2abbbbhM5/5DAC77LILV1xxBZ/73Oc2Hhi5M19Emmdo6x5E26ZoT6fHwcsPXGGScUAkYVxnjJRNuiaJE0NhlMMk3j0jsIzrjEQYMlXSUCWZ1ORGxclDCNdBBpOchiwjE2D98dompTSqmqCsoGNSCuM96XV0X+8UYjI1nKnS7acgo4w0n/UTYDWpeUAhRIWyhSFHMUajmgD9Z23ZpPTbpGdeSu9WoHYNAdBpUwEVh9ZNbAsVQZsDGwoTgfWoblAaBwisdd9bm7QZUHmcVFOhGZA5w6rtAYkmFToeC+/SCY2S+2NNfNvr+okSybhJ6djEgaF6e9HLVPUABAKxbisXk61AinP/1XzJlgh4tZUOCHvwoa0HJjUgYqxA2wB//fm920ZABJyZLH0bOGCSCh0nfIkbYAIQscJO0hgFkFVvorroGCrB6kSbiTtP16GZrdozmLDufRRBI+T7mhYS5VfeiTWRYSnRaDRpoP39YmHipFoHYA64OiZDWBt/D39TQvSAl7B9XblcdHTb+j0mCQ+rY9f/b7FY0QuUHEiYYlpal4p8gk0EH+sDLVOBjxCZUt9aD1sNfwnizfr3Nc6lmRcp993zUYRIat+b6vywww77s2DBwse9r8eznXd4IbfcnrByqzP8u+H6vvJXGF2SpWLRsrejRBLbtAOMTALo7j3LEKTxmVkK4ULWw947b7PnBrn+9dnnzv0ya80ajBql3HYovvPhXQ+uzWDaSkZFk8Q6OBiY+65f9GrfS5LYNiKy/qnQEcQk/l8BjJQGWDb1BW5EZmTt2rU9WxuNBo1G488++tVXX83hhx/es+2II47gPe95z4yOMyMwcm8+n7QbJlfiRAOVvqEpHYsQJojcJIzpjLVli1V5i65O/KQg6ZTOhx86u8DSKRNSaWgkBYNpQUOVPWDEWEGmSmabNgNJ4SdMwELXJIz5CThMVtpKOjqhMCoCEOtV2PVJUQpLIwnMhne1CAtWxBWlEnVIEcItq6RocYIUYD0rkBvP1CDAT4p1MOLAg40Aqu4+KIwi1yqyG/VJs/5zKjWpdP+GVbAQlrHStYVjBhwYaeuMpioINH4mSwZkzpgdYM7Dm5II6zUGjq9YsvXvSNNuvLcuMl57RSOLHpdKiWTMNGjb1DMVgoqzqVw1gl4moaI4TXzJg2m/X9SB2Mo9Z/wqpc6IARHgBVGy65OK+nBeWuVEuh5opNKQmdK1qdAUUtEUhZuwrUX5gUIJN33ICYxWHUT2mJ0APYTXudTG7RrPMUmfUm+futUZPjeZy/hkhKiYEtcnJMY6IJVbhcBihEFaE8GRA31u4FX+U1/Ni/ipzlkPz66go6fxmSwNnSoplVvI9CblEzhBe33funumfryeA1UNNgkguPf28aN2hHDgun64yY7MeBqYAHwsTlga8+VYt63wk6+tXds9d++N1gM9V2o8K6JNxvMPfh1pmrLs4Ye4897b4/HjeOav6O5lD3L3sgdRUnLQPgf01D15PDPGcNXvrkQbxxXKbAmPlMPEZ9lNGXhkc98Ort8Km3DY4a8hTTdskq6NaWv0OCNyjIbQNO/d3o33HowLYShljvXASosCtdVdSO3G07D4DC794EICIoDRVroFjdAekLhFbFjAWAQjE/Nc1E2ISjm+ocy4400s6fKRj3yEU0455c8+/MMPP8zixYt7ti1evJi1a9fSbrdptVrTOs6MwMiDnbmkSQbUVnp+IE+EpiWLCEawMkasFDplbHyAse4guVaesYBOnqK9+8QIyCUUhSJRhllpjspyjHLMiLGC0sI4imZS+lMLUlnR6B2dMlI03DH98zRW0C2939EDEG2km6RNeJEtSnoKW2qEDCyPJZMFLZU7hCvCIOuAigMJNk7sDVnEtgqTX2EVHZP2aES6JoAjEVmOuKoP12jd/YwVGd1SxRch+GqNb3clDFmiSaUmkcYjfYuShnaZuvus0aprVZNUmih0zFRJSxXMaUve/twvApCmKUmSYK3l4uufg5i1GiENWdqlYxPPeFT30zaZU6/Xhulx06Dj3XKVG6ViKaAa1HObxIG4rh2qr8AN0gmMa25A52t2IKkMLhkrPGNUc33VWANHo/qOC3R0Gq9FCEtiDKlUZNaJ5AqrMFJEt03qPelBd78ucfREMOEmURtuMt6rrU2uUwGQicedaJUAd0LEwCRdUwUfg4bGKbYE0vvjo+8dr8myrh0bEyR3QQTo7sszJVOMry46zk4xtk7eWQCprVwuAcwkE0Oi7WTGYl0J/6Zywdja/9d3RWqKZ6GxU57LrYgDhe/PYKGLiQAluFM61otLawuPeQv/lW223rnnmFmWoVSvu+/aP17Obxd9z59HsKYzyJruIOM6o9DVvkoL9iuePeWqtyxLiqKYtL3T6fAd/XVs6saSZrMgKQer61k5n3844iuTvveXZqcc997H3SfPc7TWPLryEX408lZyoWL0HXiBvUndOG7dFBrc3kEAmwhNJjUKTe73sX4RNZavW8IqhERsYDdNON7999/P8PBw3L4hWJENaTMCI3UL7EYYQDMpaMrCiy4Lcn/oRGk2WbY7J7zwQ+s93q9+czXvWHoNjCkKCYephXzmDX/bs88td9zGy/9wAUmqEdZiWoKWBybGQtdP3qVR3vXjBoJcJ04AOwGMaFMNCEpaOiqlkCqCi9wolDB0beoGa+8PTIQhleG8EikMmdQ0ZBFX2s4qECC87z7xtKDxUSKZdC4Rp29QEYy0TcrqfIDR3N2P9uApXL/xaFdKS6I8EJEGKd0EkkhNoSumwPpJum5SWFKlaaqSx5KC11zzzwD8zcjenHjM8QgheO7uvwbgdzdcwviSdwLBvVUJlMdsI4pyA9AY1c4/HDQiDjwkdEzS444yQNekkflxorhK5xBop9Iq2rrGtFgRmY/Syh7QlSnNgKqqX0rvzmqoStMTtqXCREbF7Wvo6JSuSd1zFiVdldDwrptMljT8iicVGiW1F9IR+1xhVcUDCecegbrq3vaIosPkFoBFXRdjrPAuRFv97n+bSiibirxix6hAGbX8I4E5C37vcB2BXaqAhkVaQ8frZkKPDkJCiY0eDylsD/Crt/3jeUUCAJVh//BdLGqK2INETGYnlHAsTPVdEd1HU2Vlnpjhtxt0G714sccsvexNtb3ScIS/G2vp2JBHx/WA0kpGTUpB5UYGGJVv4U/3JD0M2+zl7+OFh7yy5zyp0GzXXB77TvLgK3np8981xZWue6L59s++xp8WXYbFacwGZTeOcSJ1K9jAKBemJlzeQDqovwT79/89mdVL7icRlmZzyD/fiu0MwCOM1eADCISDvoEJz7VbZJVGxXFHiF6mcZLJjcCM+H41PDzcA0Y2lC1ZsoTly5f3bFu+fDnDw8PTZkVghmBkMMmRUkTNiBAG61cyiXATQCKcJztEz7jVfPK4KCxViuZgTpkopLTcZMZ5x7n/6V0lboAeQ9NqabJEM5jmDCQFqdRuYvLDf2mc+yfgWIsgL91kHpgFYwXWT+xh8DEC2iLtmbDbSlNqSSMp/QDjJvRMahoqgJGwkrMsl7Po6JRAt8eIBuFFt7JkIMlpawduEunzWQhL1yR0TRU1VBhFt0xoFyndIkFrB0C0kZhCYo0nzIVFSuvYHBE+oJTv8DUWQMraJOM/1rrJv7QClTqdxI2N6znlglsYTsZpyBKFJmuuZqEZIBOa7h0nsXjebrGd7sxPg3lrIvMBMKYbdGzaI6jMrWJMNyIQC26FtWVzgsusGpY9FnEMl0kpTaUbCaCytBVQEwISqRlXWQQHwcXm3Fj1bQ4YBhAV+kendMK9wJQNqJyWKmjI0oER/0lFSRpobX9cg6BtspoWqhf8RNW+LMmEdi6SCdFkdSBikBWzM0FrE1Zc1NqqREHUbniNiBXxGgESvCYohjcKpA1SRRWHSmGp2qoHjFSCPuH718S8LLBuxiRoxGLf8GArqwGPcKdqwgEMLk9OfbiWwpLY4EYVsY0TIWhYgRHexRIZMktI6udAHYxaSRldHiG77WRVT2iT8AxCZFkEQT4xj7XCJeWiYkJKKxmzjSjyj9A0Cb9V7Jm1k0GYFJbZajyK/kshZrS6/fZF/0xn7m1sOjSKttKN2V7MrouMQ9Z+mDTxLpcJGRwHFg9M+zx/qZbnOZ/43w+zZt7DmNT1kbxsVHOG71vu/S+irsy92zoyk4H1trj+O5DkMaReYBlX6wnu3RiakQ2uQem1/fffn4suuqhn2y9+8Qv233//GR1nZhlYrcBaRW4cJS5FRQsrIf0LmJJb67QbfhXbsSN8+6c/xupqYJ0zMMgxhx0GwJW/u5arHriZ4VltkgFDIh3gWJ6UcTANTMxCrUilYU5jnFlJNwIfa0JqJhFXj8EqosK9/kpYhKTmpgmrAeGyakYPlKBdBv2C26jCgC5dxwrCycIoHi0SxvPMsxYOuKSJdmLcpGQwyaMWxOk+qlRwHZ3S1lVsfGkVHZ3QLRPyQmGMAyBGS0wuY1sKAUZYkLUBWoBQBqEcSEF4AOKZEyktSNPTR0VkfDT5vDarkkdpZmvIVBcpCqQoGTcNtChol6tYsWZZXLHrASh9XH/QE415N43xmhslDYVRUbsTJrLSSjo69TqfePmRyQrPz1pBHhgiW+kqCq2cwLfW5koaOsr0Ag9pontK1O63ocoeIGKBdpkRRNmJNNEvH8SyMUpMKPIaywUOXI3oZo8ORXmQmMRQcUNLFi6E2LMOQURXn717xLo1JgqqvDgTXTd12WxgRiyBfXCWCMfipdaBM2VDNEBgX2QE1OE4gY8JwCGhclsGtsWJ9Ko3LrS/mHhdNgBhEV40v2LsZVaEqO4ubLZW9IAEgcu5k3pNTyieqIAM975KW4XCalxKgsLfY8h9M2JT6rV/lDAkdmqXTKWMCaGi1kdUeGDiF0+FByDWAxLt9VYFNcaydqyJz2/Zww9x/c2XxrZc1b2e2cItjFbffiBbzN6F9dkvr7qMR0Yei/04X3ATs+auYsCDoSDMBlCyZM3YQzxnj8NYsnhDxLP85ZkxhocXPQypRnhAoWtMZOwXmOgih7puysYFenAzB8AXxkqAUqyHGXkagJHR0VHuvPPO+PvSpUu58cYbmTdvHltuuSUf+MAHePDBBznzzDMBOPHEE/nCF77AP/3TP/GWt7yFX/3qV5x99tlceOGFMzrvjMDIeJmiyyZd7cInM1khPK1KxlTDJ5YSjOuMEGr5yOw2P1l1A6MrBhEdCVqwtYH99tgDsHz/9iu4bv4jzGt0mN8Yo6kKUq9/APwkV2NksAwnHTKpHe2vHTMSuk099BKBH/i01wZ5pkLonklNG+knNheKGjpePVQ3TGhNVTCUdL1uxE+mWrJyfJDRsSam9EBBWpJMk2UFA42CoqG8G8Wg8gRRSiwaI0vyRNGRMmpoSivp6oSiVGjtWR3jP6VrQ9c8fjATNgqVEGCUhbQGSKRFJSCEn079BJ34e0qli2AKws3Ei5Ad66T8QQVGCvQOP+HRbobttFzirXIAvWYWOYp8sIuxgjHdYNyDq1QYGraIE2tveKwDHkEXFISy7dK7bgJIsKLS+dT2C+0TDhZcVTKAr8AUSUOqdBQSSuEA5UCax4EmTLZRe4KbMLtSkRrlXWwSYTwI85NiFOBa9/OqfIDSC0SDywzfnwLgG1Q5DVn0hBFnPoopRKTVk6cFTUwwg3Shl5O0DUFM7KzulgpbU6FpWhXPrYSJifXCeesRUPhnVAcVYZUXGQyfv6SeLK6ekyfAm3BNyQQRqbAuyqdu4Zom5YKJVU9r+SHQkxJTWaq/u8SLDois1hnjNu0Bv22bRuCoMKToWmHFCiyEMPTo3hWG1Goawp2/DlQC8Ai/9wKQXhDSexbIy1Fuvv1aVm75XygsLZkzLEp/L5IdF7+RLTfbnkceWd5znHpLff/BX3HX/BESadh8cDX7zRqnhSXx2rZUaOdOtSlGSB7Z9Nssum+L/7NgBHDjkK7NC37RHSIknZ6wcrGGd01bCcLE9AgS174N4ViUutat/h5PMindZ4PazI7329/+lkMPPTT+/t73Op3Nm970Jr75zW+ybNky7rvvvvj3bbbZhgsvvJB/+Id/4LTTTmPzzTfn61//+ozCemGGYOSB8bloM0BpJEpaWkkRJ/xUm6ipMNat/p2os6SRlswdHKeTJ5RZgjWCewQccPHXyBoFrVmaAU+JD6edOEAmPsxSYuJLHPOJmIS1ZZPRskFHJ9HHGVwi4CagTLkw4EyWJNIdb0DlzEnbQBV21jYpy9qzGS/TqDkZTHJmp20GfBhxKjQtVTAguwzKbrzXUdNkWWc296+dg+4qGFeIUmKEpdswlAMKCcxqdEmEYVbSYZ8VB3LCUSfGtv23cz/BbZvehZHuehIraCUJrUaBUqaKAtKSLmBLidWCGL7DZLFeACFCWqQyqMTQSEuypKSRaFLl3E1N5US6mXTitSxERPkQNpcrxHnZlXUgxd57IMe/+N97zven22/h6+OnIIWlrVPGdYY2kkyVUVcznLQj2LEQo60ABwT9qjUvk6gDcQwWlNoxYNYSJwNdSowHI0JajBIo5YBIIsKkWK3Cw8RmbKXRSILoV5jYJvWQ7aZyfaahevOPBP9wR6c+UkeQm4RV+YDri54RyqSmqxOnGfK/DyR51Kwk0invXd/KfZ93g5/LueIYpXjtniXpRK1Nzd3oV991WjmAm8AIpULTkq5PJ8L0/h0btSgTo7vqkUr18EfwAEcWUVsSXDvBFSZrA3jcTgUqXK6csucZ1d0+dsL2mvcxuo2ccJ64Tyo0GZoCl2hw3GSsNS3uyxcwahoIIBVlfJcHZE5T5AzInJbIaUkfrYdjbYLGpkT6qCxIKT2w1nGSMbXnoAmCbU/x+0SPwTET7isujPzEIbf9Al1hmO9vKBMlpVWM24xx0+ChgQ9w3WMudcKIrvIWhVwZDVmwaKe5DOgG1sL8bJQx22CsbMRxWmFZWQ5G16nj6J5eafGfbOuUGaUwUbBqrKChyrgQzbyrFny0o198A25xLnO6PpeKEW7x1tYpq8sBuialMIqx9tPbTXPIIYest9TCN7/5zSm/c8MNN8z0ynpsZknP2gNAC2uhmZY9qy0tDZlMo987NyqyCPOycWanHYazLqN5Flf/ShmaScFQmjOcdpiXjSGFde4Jk9BBoHQahUFVJIbvCEbFCAuLGyAHfDhwACUSy1iZsUq3/IROXPEGEWjlTjER5ZbaMROjRRZFgIGWBZyoUksSZRjOOrTSgs2H13BvqXjr4Pb8zZ77uv18P7j81su4Zc7FzFIdBlWXZfMv4YO/uJ6uTVyyoE1WsuPgGFC5MAoj6c6pXDeFlYzrBvePzWW0aFBo5TQTRmKCIDcM2MIBDyX9xOxDf5WsJt2wSpfC0hjP+Kct/j5m15y4bqvdCgCz9pk9qX9su9V2vO3+j09Y41X229t/ycptfhhzFoTVfW4VDdlyIl4jvRvLerdMFcYbmaua8LhQCmO8JkIZEmUqxifRMbIo3LM2la9eCcNA4kBYIt2E1lCFz0ZbRVSlQjOoujQ8MBbC9ZGucRNcImSMrdGY2M+sCK6SIFmrhLe5URQmi8dvqNJNXkrQsMpPrrbqj7VkbcGFIjEgJFiXY8Mgonamrvw3thJlC+t0JR3jxMB1rYsT5MnI9ASmKFidcdETVndKuNwKdc1VYHtS6fPfAMrnXshk6ZmEwBhpClH0sJqTE8qF45oed4bxEtUgZo5pBWzCuGmwSg8wphu0TcqYbrC8O+zF6S60fVbSJZUlw0mHQdllSHWZrcaZZTteG2OiEFtM0bMtIoKOAOBcpmWvm4PYlzJRomwVng8+Ok64flGi/L+Sjklo24zcJDGCY8w0nOAbEdt3UHUiS+SSGBYMqzYtmTvAiqAlcx7O5zBuMkrrWGSD4JHOLNYUreg+PXX1BXzh3J/GZx9YYSGgq1UU01t/P3OabUKmnmbZ4PMv+bfJL/5fkAVXYWA0M+kWCTHvkCxJhIuQ6WiXPyuA96YsmJWomAg0vLujZYNV3QG62i2wOqOTo5miSbERmJGNqxnZUDYjMNLOU2SSOBFnotGmKncsrFMNW3DiS53E5Fkt73ZppTkhv0KgsJuqYCDJI/swrjO6JnUTkafIghYEKj94QKNKGKyoAheNnwSCP7u0kjXtJu1uhtGOTQiuDmtEdKeohqY12HXXZ0VchUfK3LtKsLVzFQopDAONnMVojlLb0zYph+/2TBpZwoU3/dJPAobHuI9B1aWpCkorGR8oGcnG6JiURGjmphqFjJNsggMOLVHEyccCA6ZAScNI2fQ5SJxrJ+hXjKfTE6nJlI7MVRjkt3hwKzZPN+1xSwigITN23qE3vHCm1mg02Gn7ndb59zvv/R1d1a2xExIjBIMqd6n8jaIQKkYyGSuwwsnCrHH3WZQSravcIO65ANJG9ihETQVXi7JuzpZYhKxW9EEzEhiCwFo0ZBknwgAmktoKH3rzV4TJL3zq7ojKLRiEbib+HNxQQlqUUZTSRVQpr6mg5soImo7oUhKV4LVeSK8r9KTaTMGnXddghGfvAEaVJK4wbjCtuzsD8KjAiWdPar4BiaWIbhYRFwdhEHcTmluNJx6QBHZF+v2GZDfqZoKbNCSimuyMqsxS1R3q2DSCjpGyyapigJX5IO3STeq5Vox5UWKi3PNvZxkNWZKbhG7iwtGDQyW4soIGILA6dZeVRtREqfXQ6Uqo6hZA9WKIldtLCpcKQQoR6yx1TMq4yRg1TR8ir+iYjDGd9bDOgx44VWJkdzyLY1OE9EDBC1UdoydCw0UgFXL2jAzngItEC0kVg+apqxO3ALJunJLCYJvjsZ+ovM1/nfdVCq3Yb8vdOGif5/CXYD+9/OfcsfIehChpLMpJErcgSWVJw0c7QsWUdKxjfcfLjJGyEZn0lnIarsKPyaVfsKzutljbbcboxqKTr/tiNmI0zdPdZgRGSiNIjIjArap6GCYXv+rTik6ZUAhJqlx0TcOWHnyUMQ+EwEadgvST6ZjOaOssihXrmSuDCDCTZVxdZ/67IaLGoKqXzEKuFWs7TTpjDUzhtBaUAlEIpPbgQoIZMHStQkgXYaK1dIAF3GCvhftuvBgQXdcQmWwxP21w0t++lVvvvAOtS6669Xp+NvcPJFLTSgpmJV3m+MF+zGSMlc04sCTC6RG6fgVkrYhtEoCYscLT+ZrFjbUMp52erK2ZKHqiWUIbhVU1COQj8zhsyXM4/MAXPqHOsiEsTOZh5SCEy8/SkGkc3Cu627MiXs/TLRKKQqE9kBQy0A/WhXp7BWIAIhbhXXYaBCRSRJAqCK6cOtAwITlFBLgAeNcRJomRPsEHHACIm8g9qyCCy6MaBhKvX0m8Wybxq836RBtATQRSwgEb53KooqMCQGr6Z467ZKfjEmlPUrowqYu4hcrd4DNIhj6SG8dIhsFVevATQjyVn+gCkIpm8aHBwWVUCfiim6YmJq5W266hgwuvozpx4BeAQjOkutRLVwaXTswAb12Sva5J6ZiUUd1kbdlkVTHI6rzFqu4Aq9st8qIK7wfYOhc0PCPa9FF5KimwqqBIOoxu8iCJMBQ+Zb5jNkysURLuIeafEPSwVpUoOrS61xbQK4oN/bG9Zg7t0fmu1AaK8cEO403DqG7QNpn7eNdnaSSJNBSyiO0YnpVzPSZ0jPWg1ANyXDSfRZB5fZ22gpbK/YLIUBpJKIoYFjUh8k5gI+OsPLtY134B6Mzwy3m/55GxIeR96i8CjNx25+38cvlvuHPJMgaTnLlpm5aq3PIhSCOw8KV178ho2WCszBgpGpRaIaWhTJTTnJkqqKFdpqzqtBjvZi4IwYLOn94C1qfKZgRGssSQpC63QistaKqSkERACZezQhi3Qi384FsXAoUOHXNt+AHLel97aSWjNYGsy4HgXwbhwwelGwhT4XNqWBfJUxjlw3VtnAEseHeMxJYehJQCUUpECcKDEaRFlIKyq1wafyPc/qb2ELVABG2GtAhlUYU73msWL+EfX/96jDG86brvsrbp3AUDYpBMucFuRDVZ2R1kKHWF87reFVUYFYW4AIVO3L0J43zE2q3mAJpJyey0zfaDjzInGScU8stkyTw1BliMpwgVljHTYMw0GDcZhZGctPe/snAjp1ten1khGdEDlX/a09nGhGih4G5SlDqhLBWFX43lRYIuEkyusIV0z0hYx3ELg1UuQqr0TIOWklK756BNSHZWC+8VLnV40F7UmQA3yVTJ2TLpNBZZZFBcOG9uEnLj9EuOUXATuqtv5IVqxiKFrMTQonI/pEJ7DYdzl4UEeKGMgiWIuHtdFlK4DI+zVFVtJIhcle83UTPi2YU68du1CaO6UZVP8BFyuXHUc1nLL2HB611C/Y5AX+vI1ji3nPXZfnt1JlBpUYLVQ3tj1IE0tHxuGG0rhrCpih53cCJMLGdgfRt3TMbqvMXaoslI0WBtt8lYJyPPE8o8wbRVXEgICTLTnHnU3/a8CzaKYgXLH1nOVx5+G2utFy2Kis2ByoUU8gY1hdP6JDawtLV9Anvlv1l4PYEMWh0rkUJTLn8Fxx3xj/E6vnLhhyi3vS72mVIrOmVKW2eUVrhIKKBbluQ6o4OvVO2f+ZDsRteSwvWBpg9HDdoSYwV5lpBIE0FoAJVhPK5bEA4HRiv06XokmkEw3q1c8U9Xs9YxVR+888sUS7pROzc3HWdIOfccotK0jeuMMd1w8gGdMlZmtIuU8cK50V10JTGoQRsnJeiUCZ3cBThgfbSfWrceA7ERatNs6ONtJJsRGFk4NEIy6ND4UNolkzqu7oLwMTAcoSBSSzq3QqSu/cCjMDGdfMUABAW+xEzIWxAGLmOCb7aieQMdH0CL8eG5YYXSyAp0S6ITFxJrtEemEYyASE1w3nphqFvtCOW3W7cKExKSVLMQw/nHnogABgcHufWOO3j1r37E2laG1RahDN08QUm3+koTTSMpmdcap6FKtJGR/dFGoK1b8Zg84X/2fDeNLONHV13Mf5lbY8hhlmhWN1pYBHPTcefikjnDSZtFai1CWMbvOJAjn+0SzE3s8gvmL5jJ497gdvgBL2Fk9LANftwrfn897191LeBe9AAqolZGObFuiIgKmhwRtUAeZBqiazAkUgNoqpJSyagnSa1zfwU2ofSaFmurcOCQPyYM2A1V1mj5KvttWGGHsF9tJVoLChGid3SPWwfcRFJ6kXGCewetJZYfcIyHu55E6p5QXZevJWF1OcBI2WSszLzuSMXyA4Vf+Wqf16ZTpDH8NvTn4UbHZT8WvWGOE60IfdwDvwAMrXVJocqg/7E+YspHRxn/DtbdagIfoZZo735wbjrtPy7sXblUzqVnJgTIQsTEa1sBZ7/szT3vQrfb5dDv/ye5hCPkQv71NSfwDvl1AM69+lvcv/UVvnZJ4SqC26oGVSpLZskO3THFkVt+l5/d8WYGFj+EAB+xV41iOk/Zf/aPybIGV13/I+x2X3SpC3CC6Tvuuo2LV72HAZEzd9tx5mddl0wQyWarP8ieuzyHlatW8oHln6cwsOfyZ/D6g6rEaN+86jQe2+pWUqExqldsLIWJWaArdxMMJ20nODcpxkoPZiVtnTGuneAyLAy7OqFdBjDlxvzQp4K+RBtJt5PG/FNPR/vSed/mAnkzA2lBu6lRthdAjxmXu8V412VulI8OzJzuw4M0Jd1iB42f4+gBcEJYEv++xChKaVCyve6L67tppmfzm+OkDbeaa/okUOGlTHxIaJgIArWb+sEwN44SrvuRWyL3NQECPe/8okJDLhTaVisiYysXRN2HDxWlLv2sHeoHWFsTnArHZiAMMoXBZjeuFi1O/Kh9tEoIpVXSIENxDD9YCukYoGFtWbSwWlmVWrPaSGjj9AtKUuSK0kChDDIxjKcaYwQLBsbiPYfVhLGCJatbvGx4fzZdsglSSgbSJrpdvSjaWHKtGC0arm6KVaSPLWCX5JBIb2+z6TYbvdjUE7Vms0mz2dzgxx1uDTCn247CVQiZS0NorYkfEf39VcDbfg/vyRZDmwI11wxU2TijBsmiTcmvZl8ESscJPoqlrWfvki4hT0lItjaY5NFVInAXEESDwVmTW0VXO72UxQkUU9kr1gzAvylLTCrIPLsS9hk3WU/hwUKrmI8kuG1K63QT42VGu3SsWWBzQh4cbZyIu9SKbtdFwAnhwYBy/biZliRSxzZW/lrDxGRxbtIg3CtKRVEqylJhConOFXjXqdAgcoHoOhdqUgJWYDLnRkX4fDoKysyCByOEcHfc/sKzn1iwqUU3LNavRK2EFVLzrz/9HtUAbbFSMzKroASuHV/Oyd//Cv/6ahfpdsD2L+SuZVvH5zYR4Ac9TiPNWLhwEVvc8U6W3vETmtv/NhaojP1JSX5642kIK9HNhxg0zRjdBJKF8xez5X1vZtX8LzCruZamL2cvgMHWEAsXLGTW0Cxed+8LAMvOO+/Yw+4csuXRPLRir6jhqZushR2PdB9h9bY/iP0paqFE9bNVhWPLcKxfRyes6bZo52nUa6VK00jLCLCVrKL+frHqYe77yulILRAFyAK2XzSPk97Ym1X2ybb/+OHXuN7eR3tuQSEN1iqUrjKpZrKMc1LoIZXgvLdkR/ho6yMbvdVdiFIYV/MMGyP1Ujm27gvsu2mmZ/PScdKGe0FS4YR+AXUrT2XGV1y5V1dife0Rl5VS1UjLkP45UK5h/RYftB8AgZj4rMp4WEUBBL84AkoRqi4KrBDIQPn6j/BsR7PlGBvhaUYlnc+01IpSuytJVfh78AcLj3YNlJZfXnV5bJv7Vq4gpnqUAmss1lhEV2KkhcQiMoNMDXOabefSgghKlqxpsRdbctzhR/W0eVj1AiwZS9hqrMnAWJNW4lTdm4lNOeqYp/YFf6pt/vBs9r5/MLIQLmrF/S20sRKBSK5M4ESMh+10MHvssse0zpXnOTdd9Husn3hDWG2MXrHuyNb3y3YyzupFq6NgMwxy2mucSu9Wc98VjBQN2qWr2RQigIJLI0zyqSoZUE6R7xYEFQhYU7RioqZgoz6cM0xSFsF46ZLstUvnBgtuVOFdAg44SMpSUXYTN9h6MKITNyBvs6bJXKFiCYLgtilkwQML1zg3gHaZhAutyEtFkSeUXYXpJIi2RObCMRc5qHFIxiBpG2ThFyiDEpOCkWAVmFSgmzYCFIxL/W6ViygSxrlfrfS5dlyBHPfklWUksVzYWB3ZGCmtdz1bhBU8NKj5ef4wh159eXzvFs3Zmv2fuc+0+sfBB7yY9qVjPHDvCK0tb/fA0/cOaUl2uMInbrOUuHxE4/fuxBbNLZgzZw4vOvRVnPnTKygXX09j3jLXrliWr7yJa37jFhybDw+xx277Mzg42HPuZ++1H7Df417jffffy09uvhmA1CqU6lIuWo1FoIR3A1JGrZHFhd23C5cROkQhpol2+WdEVVoiRD7enhpub4+h2pJkXJCOwtJVD7DLlVdx8P7PmVERvw1heZ5zxfXXcpm4l9HZjtULQMKIwGrCqGr4ucyH8Pv33JWGMCBLElvVpNJeBxJAqXPPeVdkTcKgpKHpXUENux4wwkYAI3+NzMjCxlqyrEEQLwUfekxyJKpsleF3gMQ4ipDgHbGCwqaMeDpMCos0Aqkl491BxopGpAdFBBfBLDa1COW0G20pYoiewSXGQhD97yHU0UTqF6RfscR03WEwVX6Vp9x+Tm/gKWZTy7JpJCskvHPZJZSl0zrYQoBMidUB3aUicweKKC3WCPKBJK4sXElu91K+uPVMXn7oMZPaPB7Kwt9kW/G+4944k0f2f8L22m1Pvrzbnk/KubIs4+MzCF/89W+u4Avt75INOHV+SApmcIkBO4EJsU4kt7rTYjxPKUonIh2SzvNvjAcTwpIpTSsr0Einqait5FZ0B2NUW7DRvBGZmnqETGkkeRnCNR0gzxJNp0jI8wRdOAbDdhWiFKTCOqYwkdBVvGvXQzh438kixT/dcSv/eO9XAQHdFIoUSoksFapIkG2FGFckYwLVFcgCko4lGYHGWs1jt97EqkfvYu7sbRnecS/KlsCkApMIdMNSDApMQqUNEyAbIMNoJsAqi1aO8SyaTsuBcLoi4106WLd+0Fq6+8KNCWuU5V0P/wqt3YJom/GEX6wHjGityfMqQuLg/Y7mzrt34Df273zmjqAfMTSC6LimHXrWpu9j2613otvt0mg0eOWhn+aCS95HMe8RPCajteOXGfWToraSe+77PjvtsDtJ4m660+msNzdEsDRN2XKLrThpi9Pjtiuuu5zvdb7uGb4CqQrS1AUWZEq7MGlpYjHR4IKJiQitjDlxEukTgymLSSymYSlxrNSfCsF7L7yGa/Z51pNepG31mtW8/+GfkQ4WZNKSCFcOwFgb2WlthRNvSw1+0RnqrZVWMZDk0XVb2ISuVownGe0y9UxmVf8KiOAefOSeLJ041o6s+0L7zMj0bI5qkyXayyxcaFnlRvErQ1HzVWJc3LxHmV2S6IscLRssH58VBVo7rZzNacf884wu/rLfXsknxi4kVS5fhLGC8TLDWhe9EOrHNNKSIlPo0g36UlUF5QIzAsSU8IV2uSu6JTGHh2NprGcqBFoLykLFFZa7eb8qwyKEp8W1Q9zWs6S69JEtuGtIfLKk0+11/PLsu/nv1/9Tzz0aHVT5kynivj397aB9DmDPtbtz0h8+gEl07O+p1IwUDTo6jcxEp0wYGW/Q6Wbowk2Wn9v2AA559hQT/p23cfJjX2WszCL7Yy2saA8xnvv0+r5fF2UlSA2icundWa7mkQPniXIu1aJQlF4obHOFbEtkIfjQDtvx6r/5m3isdZWO33n7nfjhlp98Qu31k5/8hOOO+ycEgvsfvoY9EsGcrfbANCQ6daHeounH1yrxLv+053a86qi/mXS85Y8+wvOv+BYx+McKdK6wXRlDolEWk5oIVoQ0SF/bSYiqptO67MeXXsAP0p/TUAUDKmdQFgwmHebIFvVU/5koY9VnYZ1bpCEKbhVv5dZ7BO3lW/C6g3/I//7xBczZYaVLqGdTn/fFVQ0KBRrvVW/ijouP5yVHvAdrLZ/4zQnIoVE34cmcTJQ+34XTDwV4uuSho3ntkSf1XP8BzzqQZxf7xt8vvPyH3Lj4+358J9Yx0ggGs9z3LdeXujqh1FWwAECalU4XpCwmk5gBQQnOfdZ+aibGRQsXcfmRJ3Pizz/EmqE2Fhgrsqh3SmWVANLVoNIxdNogUNZlDS6F9PqtglJJWrqgmzg3aCp6C3QCkY2M+YRkgSq7677QjaEZsX+FYMTpPdwEL3ETqUOVVc2OOjgpSMl9Yqi1ZYs1RcvHZ6eM5g1WjQzyibn7M7s1yNwls2eMlvfZZS8+ekcWQykBbO0QYZvO4P+t+RVrlQsBlZ6i62rl/NJWxNTiLnRUeR+giEI6i1Ph48MRjQ/9jRBBC2Tu/NXWU8pCgdDw7q02Y/cttwj+JaSsXFXWWr448gNKAeUEuHH43s9h1i0tPrD6GkfT99HIX5xJKRkeHuak5uux9RToFmxWU4N4V4+dg+9SrofstdMuU74XO2y9Hf849upJ220q+NStl3F7q8ryWO82AUwniRfwxro+PvLNU/Afm7sbm89b2MPy7bztttN6R8UMC7jV7YorrkAphdYaKSU771ryznc9t7oP/w5NfBV23n7qa1uyaDFf2/rQiVc4tfijx9wOP7z9d1yWrOVV3/gMwgsWQ/g/uGrf7cYY7UUSpSw6sZTKkCun33GYyUfdyNynzPdVd3Gu5SzrYq2gkxQIIdhC/Tvl6pwHV/yR9nbfjlExLqmZSzGeJBpTK6aXpV2azTGasnCreQxdmzgXuXWiS4nlgcEr+PRFf0IIOOGAf2X27NlIKXvaTgpFMt7gpfJdnDf6LfRwJyavLFPZEyCwsjNA7oGwFJZGUsayF0WinMC49IkGtcCKjVf99++/9ynGhQMDpgprqrQfRvDQXEHZbSGwVXoBQki9j4azko5xrPlq0fKJNatQ7UQGiYL1yedMzPvSUr0JzYImx2V41j6a6emdgfWpshmBkdCw4QVDhKyHyheeElHkZazLIDhuGoyWDdYULVbnLTo6YfFjs9i9WEAnTzj08AOYNWvWE7r4efPmcfB+B01r3xcvvYXRrusoBsOlYiVl0IJ4EZzOPS3ta784Z6kDAYmAFw4PkSgvSrMiup3CAClaAuGFkxZclE4iOPyZe7PLjjuu89qu+dENbFcYthxe3LN9dHyMh9au9i+V7VMjf6EmpeSgZx+4QY85ODjI8/aduu///sH72WF0Zfz98vQxxrIKCFkrSJSJOVOsz9IbsvUKAcvHRmJSQGkExx3xgo0iPp5ohx56KKeeemoEJK9//Ws5+HkHPOHjZVnGoc954m1/zb13MG5H+E2zS5qVNLLSVcS2bsJLlRMozm5n7Pro5qQhasKzCQ9vejM21TTWNhlevZ13XbvxoRQd2PFSShRjD2xDc9xVOX3W3u56b7tjMVff8VBknYvsQdKt7qRLirx7L7aevSvgwN/iFc+kXf6O5uJlNESBwvoQ8SqM2gow81ej561BIPjZNT9in52ex7Zbb9dzz5vN24pHHngWBx39PG654CbWrl3rsyDDbYuWUqiySrDoXYeIqv5Tw6mPnaDVSA5cPZ+GcO5p1UhQasMCktWrV3PB1ZdxY2stZavwLiMZ3eH4+++WCdImiE4So+kElsKzlYVSFDrk7QlRXpbcJJH1cQk/S4bSnKYqPKviluIhOKMH/IOvNxV0KAa9nlWlFWKDRyI9nSOb6jYzMCJcBsXg93bFu1RMexwwaEh+NqqbrCmbjBRNVucDrO40GegoDkx34e0ve93GuJ912sdf87b4c6fTYc9vn0YX4XKNaPevzAUD2tIyIIwrRBc+mbB85sQTNoqv859f9vdTbr/xrtv45sidDEuJENAamJoW71vf6vZ3L+tlTF5z1id50FY5SawFrQpMaiiNdkn2lPbiVUlbWL7YuR+72mk7mqskz9p5R7bZaquNDkiOOeYYzjvvPC699FIOOeQQjjlmso7qybTBtMHcEe9+EIIMlzwP8BoJgcgThsoGHzzu/T3ftdbyzz9/J0Wzw6zVW/C2Yz/a8/cVKx7l5/deT0nCrM4RvPTIE3v+vtMOu7LTDpW762eX/Yjb13yDfLDguYvfyFabbctyXyjvmP2O54LfLidb8oBPYW+RthKghsnVQhRC3zn7QmbfN38SGHn23s/h2Xs71+Dbjv67nvt550/fy2NDXbrK15IyVSmOzOefKbx7PJEuj8pHX/TajZLfaOXKlZRac/u9d/PR0d8z0BQMWOHCab2GEPCpE5zrPTdpJV5Wxte6ChpHG+uABcbQBVJ4jY/XTDWzgrzRYSjreibEAdTAXNXzykAVyi9qn3WaEu6zQe0vA4wIOw3V09q1a5k9ezan/nZ/hmbJWD68tCpSgblJXG0Rz5R0TMKacoDVuWNEVndajOUZZ+/0OnbZcd0pw58M63Q67P1fX6QIgEMLZAmihL/dfiHvO/71T+n19a1vG9v+5ez/5JoFDxHyRDSTgkIr1nRarBltUo6n0FGoMUnzEUk2Zvnnw3fi1S958VN96f+nbfkjy/nIff8YU8JnXtcwoLoMqw5Dqs2g7FJY5USWNqFrnbs8hKcLLKVJ+dvF32DRwkUzvoZ/Ofs/uXrBMkqfIyn1afVbPpPt6m7L55CRSODcZ75vo4CRQ7/yKZY2XNqEpFkya6DLcMPVCQt1ySzE/DmdMnWZwUvlortyRdlJXRLFwIQrz0DXtYDSgrKIxCISQ9YomDPQYajZYTDNGfIFVeelY8xPRwFilJy2Vf7goB3SYx0+uO+lrFmzhuHhYaCaYw/b7R9J1IZd8Ja6y8U3f7rnfE9HmxEz0pQ5TVGlaDe4WgrYqj5D7tPltkOWOp2Sa0WrrThj19ex3dbbPO55PvDxL3PH0hFkbkhHch6843qam3Y56e9PnPZK6R9e/6/ccOMNLF99H4vnbsXmm+6KbaToZkI+JyWZp/iX52zHPrv21mNZOG/eTJqkb3172li32+Xob59G4V2oIYy91ch5+fBuHP+iVwBw4o8+xMiCVSweyGMdn4YqWZs3WdtxzMfp2+7H1ks2i8cWFjZZsnjK8/btybGfXPYL/nvFr8kXzKWZuCrSBktLiSiD0T6dfOmTKAhcIEGICgHQjyzg2E0/xvx589d9nkcup5kUzM46LkIEy5qiyWjeZEVLM5ZnaCPIEhf+mintC05WmXnx/3/7Zf/FWxcezIued/iM7vf888/nu9/5Hstu0yza81l05iiKIShmQTlbs2yoIGsakkTTzApmN9vMa4wzlHZJZRUSH8odtMuUkaLBeJExlmfkuauwrjoSUQgaBr5z1AtpZK6KeAQjAs645lf8MFuBlJYs1aRJ6aucV7WmgFieI3gHQth+yJbtkhT2NSNT2YzASAztt66seW4cK9K1Lkqma1LHlBhXVr3wxc42X93igGS3aTMiy9d2eGhEkLQFa2+7hZvu/DHyVsnPLv4p55133vQAyZw1XHbzjxAIbn3wt+y9PGfhwt3QQ03ycYlKJVssWLBeLUff+vaXYD+57Jfc8uj9aGt4aLiD9llopRdczmp2uWb1zYz8eBVSWEYXrGRwYJSmr1USMoqW2oXSWyO45K7bmbf0ARd2O2aRhUZoC8aQJJK3/8MbY1hp354cW9Me456mpdFucfTYNszPBn0G35IHNvkluhX0eypmA7bLNmVhx7lcls+/GDs0jtVNdtx+3UUxt1i4Cc97bFvnejGae/QdLF/yCI/llsc6gk6ZuMSQCKQoawUkq8jE4BqwwCPDXS5a9ltGfzHOK18wvcXk+eefz7HHHuuiEq1lx8EWjX32pNu0lMOaxvwOQ62cNClJlaaZFsxpuMrvQ0k3uqpCVSZjoZ1kDCZNRpMGa1UDZeGo7uYMDDn3dyIke+y8yyRNy5k//R6Ppo8yZ7CDlIZWWjLc6DCY5DRUEUucaOuqkGsrY+VecInUUlHVaarEhpOtrxmZphlwjYxL9961aVVdsmw4FsTX6yh0wvCqIQZMwjPk1px4zGvXe+zR0VHuvf8BAMaw6IYgsYIu9yEQGGtQSnHppZdOD4ykJVJKjHHrg072EEs23QPTFOhhaKeWwVZrJrfft749Le2Sh27ml7NWOEW/X6Up6cKHU6UZSnMe2XSMlTxMqjRz03HmpG0asozVeksrSUQTcD7yH7RHSFaP0XwU5v+pIHtkHDne5dFVt7Kqey9Ltp3Ny1/+8qf61v+qbXR0lHseuD/+vmx0LR2VkAvFXgv3ZOvFm7g/WMt3V12OaBQxyqchXGxe0l7IM7d3JRh+tOxaipYBJLfcdks87uDAIFttsVX8/Rm77s4zdt09/n76+afzkF3hdfpVZtJ63hqXp0NhrI3uG+2TgwlpuX7uY6x+7Cb2uH0ndt5hx1jtfV12ySWXRCACglVrlzJvwR6Y+SXpvJx5c0aY1ehGRqahCoaSLsNJhwHlQptD8suQ66VrE8Z1xmjaZG3WZCjJOXKznRkerFwXd9x164QrEVxmr2HlZgWLjav91ExKBpMuTVXGsOdQDbltMuci8xnIQwI5Bxp9ccX1hUVKqtTQG8r+QgIfZgRGRnSLcd2ga1JXgE27ktbjZRarGJY6cUWB8oQzX3DK4wo+g2Tl6htu4B1XXkc6Kkg0pLMEwwOC//jMP3PsscdGdf0hhxwyrWudqMr/9y99+CkXw/WtbxvSwruTSM2sRgcp8Fkwq4J2raRgUOWxUnBTFixprImF0rp+JTeuM8bKBp0iwRQSqUFqUAaSwpB0c5Y/dgvXP3oBAsFxxx03fZaybzOyOCbedANvvf0qlw4gMQhlkCZBCMs/PHIFyWOGZlowf2CcxQMDtDopTVkwpHI2bzxGYRXtrW7ju91/YVB1WD17FiPd2YwNKE557DSa0lVQ3+TWJXxyc5fIrw4SquKB+IrrBUOZq0ybSzWhxpCkK9x0MpZn5FrFZGhNUVIayR8Gcl55w9n8Zov30XqcheAhhxzCqaeeShCBJntth96yy9DccRbOGmWLwdUMqDyCAVe40cREbFIqd82ioClzBqRjS0yQEtiEzqyMa8UHfRZfV3wSIPeh0BoX7rtk8wHm+pDfEMIbMiqDzw6OjMU1XQRNqNKtyYQDLQEUrdf6bprp2aPFLHR3kDHdYHXRYrRoMFa4DHRF6dI9/73cg2Ofc+i0cg1Yazn8059lbeEeqDQCUbpsfQdu0+SUv30V8+fPf0Lq+qebKr9vfduQdtudt3PK3V8CIF+smatcgciOTny4vRPvpUaTpWVcxYVEVtb70rs2YaRssroYYE23RafjhKuiFLx283mcdGIlWD355JO56esO3M+IpezbtM1ay+Hf+g/WJJoCkJkPKfWJ11zSRBcJIoAOKY+MDbG22yBVhkyVDKY5awaa0QVnECzKBGvKVmSwBRYjXdqCB+av5PW/fDcSy0nzX8/+z9yPR1c8yruv/1fHfMzOEX4izqQrGgmu7lHuPyGZH0C7SF39Ie/+c/flsljnEg48+3P8126Hc9A++zKVWWv5zg9uY49938ijq5eS7ro9Q0dvxbYLl7FoYIT52RizkzZdDxoq15CLGnIFGV2kZ1cktE1KR2ZksqiBAUFDVjlBhI8SBXwqfBlTxS9IR3zBw0qI6sCIjscL7GIQDRufXl76fYW/tlBcc53mMhhOp6tM3/4ysMjMwMjqYpBcDTJaNlndbTHSbdDJU4bHUv5+/jNACfbdaY8ZKafXGFhrfWitX40JA41EMX++E1gdc8wxT2jQe6Lf61vfnqg9+NBD/PvPz0UqQ5oYEk8jK2HiuiiUlz/hwDey6ZJNHveYV19/Db+457KYN0EKQ1eM09h0DYVRpFYifTEvoVUMHjTWFb0rrXTlFYQrDW+sK8IXaOWQiLCrfT4FAe9asgkveMZeLKwVg3zRi17EV77ylRmzlH2bnj340EN86uIf8nCzpCNwYaehAJvBJV/0kR7GEvMklbkiV4nL6Cw1o1mDQkukS5NB1lUclR4TE3eF/CDnJz9HNwtMYigHc5QwnHvf+Vx876/oGkN7cYkrngfKJKRSx5TwVT4p0VOqQAkTQ36NERhhUdqVNkA4ULW2ZfjiH3/N0keX8YYjj52yLVY2BOkee7Jg9p50Njdst/Bethp6jNlZm6Z0+T2METHfSeqBRCiNQLg+BBoHuo2hVgTPerBQMRWB+QjHQRgUkImy5pxy728mKnZEYXxOFwdGcpvEKBpjBYWvvBzCoNtm3X6YvmZkmra6bFIULUbyBmu6TcbaDfJcsaCd8poXTt2pHtdqGR6FxqVUt7BytMvFl10Rd6vXORPWgrHMnT+HvfZ+cmqS9K1vj2d33bOUy/54Ixdma2i2coaaXYYaXYazDkrYWKVXCktTlYyMruXuezrc87DTBQSffDA3hliuX3Yjt216R6zVlApXF2pAlnRF6gGHZ0JklecgDEHGSgprwSqvEZFk0hVRyo2LfiuMi76Q0iJSw/zhAQYHB3rub6Zs45W/vYqiLJg7aw7P2O0ZANz4x5tYPbq6d0cBA40B9t3r2U+k2f8q7K57lnL5zTfwvwOr3OSuXSJGyiAE9f+GkFPr6vBaa7FaUvhSFVIaOoVjqsPEOtxRHHvccZPOedOP/khXdgFBaS3LFz/Cg5ss5377CKVRGKOwxrEDRvjaStgesWqIVsH45HmqmratT5lrrYjlN6zPZ3PDrDGSR29n06sur92T/56wjCyQjDfADBuSxR22GFrFgsYomXQ5TEovEi2te6cSa3wmdd1TXFRRVfHWKIxwlbVDAs9YmRuXFA5r4nsY0rhXxV19SlcgkwUZ2leg15H1KKyLZArX1rUp7TIj92yJRjKu15P0zWUU3bC2br3s08pmBka6AxQMMJanjHUyOp3U1XnIp27cTqdDlmXTrtAoasDk+kc1N37vN4jSsSVJx5KMG9LRknQkZ8X9N2KGHuZj//mBPvvRtw1m7XZ72vsmSRLrs3S7Xb5z1aV8Qz9MNlAyq9VhuNFhKMtpqYLxMkVq54pUUtNMS7p5l/Nu+jXnDd9BIo3TdyQ5mXJAoSlLWrJAbGkZMhW9GyjxsBI10mUDFtIiUhvpeRCOShbWF8bzeYCMpJBuUihMJbZLlabVzLEW/nX8D7zl2lW8Z1FvArW/+Zu/edz3zVpLu93mK6u/QzHUZYs7F7Ljti5q7Vt3nM2Di1dEJjqsLOcsG2KPnXaf8niNRuNJr/L6ZNsPrruMM9S9LkQ3lJvwRQpdpLZwwkdfgcL6stRWWZcnw8+TWihKZei2U9cfBIhi6pXxx192cvy50+nwluveA9JG7YNzd7gTukRvHioLr+Sw7mOMr51lIFGuxpH7m+tXolbRN5HCuzzgpmwtf/fwxYyvGCRZ48JrEVDONrAl0NI0h7osnr+GJc21jnWpgZDcJA5A4zPA+lT5joWc+p6tFRjhmjG8I+4a3d9cQjgvAsel7U/9OySwMXQ381oQ59Lx2i2EL6qXkGDoBNGsyZyw1TiQMpb3Q3unsplpRsYH0eUAeZmQ5wpdSEcjTqHJ6XQ6vPzYz/D+Dz6f5z5v/3UeU+VugMY6rYjJXKeWJSAEqrSkY4Z0zJCMlSSjBSuW/Z4blv0YIQTHHntsX0jXtw1ijzzyKEd+6tug/WArwSgoB6ActJjMusFfAtJyTDabz7zl7QC85tz/4N6hgjnKMrvZZmFrlKEkJ/Phs22d8q7GyzjomQfwyKOP8N57P8E/LzuDYrYkk25SbihX26KVFKRC01QuN4S1gkIoN9nUKN7SOvq7KQqEp89DtepgidBRoFri/PglymWVhKgpaKiSBa0x5jbbjA5laCP5lV3Nry4/mdXtJuOdBsYInt1pcebx/2+97Xj7nbfx/ZEPsOlChRKaZOtH+fc/vY6uSWBLxSJR0eshO6Vd1OGff38CxtPbYUgxCN6YnMCB+2zYdPpPN7Na0O1kzhUTskIXAtmVCO+iwVfCBSrmJCTp6jmWgsKv9AUYM81wilpBTuOFoKVx2Z8xgvEypa1TOt6lV/pq09pItA4Tu2Cw0XU1arTrb1miGUhzEmlckT0HrVyODml4OCsZndNAlwqBZdZQh4FGwUCaM5R2Wdgco2NSn0gs6GBc/wn6jVTqyBgmwlD6WjPBJQPEYoEi1Aby70rYQ+JYkNAnpXB5QepgBKFRPvW7Cx2WFLZyx7Sti6aJUaa6ycPd2YyWDRdlahTtdrnuRyAFdgMXytvQx9tYNiMwMtZpYE2G1hKdS2zhhG7LCsGrTj2Nrx7/Zr5zzk/53R8fRuSGvG357//6Fd/7zjlkLcOhhx4aQcM9997HyWecS6cjkBVAdWarj7AgC8sBew9x5OF7gbV84Qu3cNO5Lmy3L6Tr2xO1PM/5uw+dToHFKMglFMYXOvRAxGRQtix6wGBbBpG4jI9pqrnJjvKuc05BSUM+b5QFmatOPZTlzEpCsiiDLVLeJV/BM3fei1//7hq+ec8VrFw8SOGFd8r6FWxIHe0p8RCeaIVAWs9uSBvJ4sq/7avCSh2TWznGwan51+hWfL0SqWpVoB0nnOK0AJksacqCoukjJXATUqs5yNq8iTGCVcUa3nvuh5z+AFf/Y8A2+I/j/iW2q7WaWa1RWl70Z6ygUAnaWKw1KJ+EKuRhEAGQZCCsQPrvWAQSOO+R7/PT888npDIHMBZm6Xl84KUzq/T9dDVrBLQVGIEsBBiB0LifbbVPHCZDjU4N+OKG9SRdsiuqmlnTiO3MsoyTWq/n7OU/5NEFVYn7txbPZZM5izwTYvn4qgtppw4Uh5o54aTGuGrmiTQoZWkmLlqnoUoaqkRJ64CEFShhaamcWUmX2WmbkaEGpVEIYCjrkCofMivd+7C2bMaMpi79vPX5O3SMbkmFAyLufQBdc7XU3S4BaGSi7GFHwCWNk/QmdK9SuTszCKRnWIwVLgO5TWnblDHd8EyIizYdKRs80hlitGhQaOWijtq9xfR6rM+MTM/yboJARQpRFA69d7Tg+q7mexf9gitvXsbd92uyUU1aWm763R+48Z6zkVJy6qmnRhZjbHycmx4zmBSEAiqmMepDhLUOjJSWTRYPc/DBrmDWmrUrOeeHZ/eFdH17wvbQQ8v45SXXcMs9OUUi0ZmgbIIdEOgUbAomsZgMdMsgBjSqVZKkmjTRNNKSPMtZmnVJpSEVlpYvRd6UJds+uC0NkQAWScLBL34uSZKwfO0q/jCrQ7NIUdInQRKuqJjyA6/y4CKJSZIcc5IbVZ9voilhSaQDMA1ZkonC+7Ld99smc3+zMtZbjEJGLFY4ermpCgZVNyr/LU7Ul0jDUNr1k4BhrSop/ArXWsF4N+G8i7/nV56WkfxRGtsUpJ4BKYVjYlxNK3dchRvUPcMOuHBIF05JzCgqgNFFj0XwFCj00kpG1qzm3It/wJEHHv2kFPHbmLbHJptz7F3jIOCXa8bo2lCqAhyi8JWChWeRlXUgRDrQUtdcAKiO80VYAdPxcIVijndedCcPPvRwnPgPPugANlmyBHBgpDj353T9tQQhbP28AaBIYZDSsR8NVZBK99xCtV8lDC1V0EwKpLS0ksIfzzKgCgQ2htcGZk/XImfSCLzdAiB8qvBZgxCixnCYWFNNCkuC+14ZBRpVfw99X1icXobeiulCCAwWYQUl0uXb8kBkRLcY0U3GdEZbZ4wUDdZ0XSmUwBTl3fUIWP1CaEPahj7exrIZgRGdKwTKUYilROQuFFeWApEL/uvG+2mOWAZTy6wB6K62rFq7FIGYksUQTrDszPFk8ecGlqHEkmTQaFlazapIXD9st29/jq1du5bf/OYm/vusOyB1E7JI3KrcCtBNMA2LSS2mYbEDmnSgIGsWNNKSRlLSTEoypVFeu9FQJakoybA0x1Le/rx3TZlu21ooSudLH8gKpMQDCR0BRCJNbZA1COFWlKlM3AoaN3SG0vJBdxF83Emgrn3eBOmBTSq1y6kgnK5E+2gbg4yJm8J3IwthIRUanbp9pKe4wzpRYJGDlj/JbzE7GSfxarkUKn++hVJIJGqSJz8M9EH/Uo9aMNYBrRof4EMljRNvzi24gnPY9f492GqLrf+iAcnRhz6fow99PtZa/uZfP8daV9zXgUdhGQVyLRDGF75TjsFDOMAywTuH8syIlTCTIrlvftGb1vv3PE/oSs8UCMdq1XGQ9QyJlYIQLptI4yNcrBeZmtiXQmRXlobEYI7hK4yk7Vn4kMk7sCJSWIStWETXd9wnRNMIW50/FTpWMkZAgvZJysJ1u3KCwXVY9e3AQJoeTam0BiPcteS+9k/bZIybBiO6wdqyyVjZoGg3sO0WSafFmElcZXsrKDvrYar6zMj0zHYU0nhBVSlQuUAUDozI3L0UVsIOW2V84SNv4+WH/Qdzh7bm3seuQyDWzWIIon8zKH8P3mKAz7z3xMn7euuH7fZtJnb++edzySWXcOihh/KbX9/Db65YRdJM0U2FSRTauj5oUyiHDLplsZmBzJA2S5qtnEZWOgpa2ujCCMOKEhKkYvZjQ3z+RZ9bz5UItJYo5ep5DKQ5TVW6hFJJl8Gky4AqaMmchnRuHnD0ccgRYnAhnsHN4QqYu4/Ld1CpLsIkH1aRRrnBX+B1AThhrEVEyjuk0Q6ptBuyjIN66oV7De9GEt5vPm4ydzwhY8RFCI8EN0kVUkV632LjdmMrn31crVrp3A24KIlgiTQMyi5KVFT6D7rv4xlXvZmjnz85YuQvzYQQ/Ozk907a/rp/O40bRl1GUQSYBLw+lJAuw9YiMeI2CXIDZu0vioRc+glfWKS0sbotVmC0oF24CK9EOu2Guy835SsPTprKxv7qdB5O85EKTSZLJEkEBRZBbhyXFvQm4c1zx5BIo0iEmsRiKByYVliv/TA+OsaS2zRqlEJobtem6ChkdYBf2Op8ANLvb72LZlQ3GDNNRnSDUd1kXGd0dMIha/fmpGNOwFrLs878JOMpYEHn634gNsyFG9A29PE2ls2omwrHfiFK59eUufNpitJ1fqHhTc9ZwksPf65L5ZsoFi7alWckr2L1+L1svtOOnHne7Zzx08/QVYDwb45/iWwAhYLHTRfct75N12KdCwSnnnoq+253HLNn7woNLxhTxI9OwbQMDBhkplGpoZEVJD7JVMihUEpDKl2qZ3weEVWPP5/C/uHbX+Ra+RjJoGEwK5jdaDOYuGibTJYMJjmzk3EGZR5ZEYMLzZXYmF8hJCwzvjS6tWEwVTESIhHK6Ui8Hz1ROQJHTztfuwM21QDsHCiJj0QIVUfrUQlBLNgUBYOyEyt3t42LbECAsqZiWdyQ7aJALBGgBPeRNVCifCSEYUDlAN5F4LNaegYnRGAEH31G6fJeYChswqXyp9x87l28/69EQzLRPvnGlzPWHo+//92ZP2FZx2uOum6bScAmHoDkXoQNqHTy8Z6ICSH4zgGvQhvDb26/hY+N3IwWFlOGQAZ3PWsL5bLFCotKDAONHOXFqkoaGkmJSXNEYmnJgqb/BLCbCM2gdDdlEeRWsbociOHnUIXBF0ZRCkWOoWuTKEANlvqw26YqfN4PxwQKD7hL/95oL4jV/v3BCrTfJ7HaM34W6/O1WysorGJEN1lVukSgIUS+NC7i51fZn7j97H/j1Fd+kO8d9Co+efn5/Lo5jpHribXtMyPTs4nDrNBBZBU+llvvWck11/2eY150mGM8lGTh4t2Yn+5JMZjw0FrQDSibAjFgedVO87j24VXcmRNcoxy+SYvD9pxeUb2+9e3x7JJLLon6IoFg+er7GF6wOyaTmFRgEv9JBTYFUpdrQ6WGNNEkiaOZg87C+GySKFAyZF2oKN+JVpYl/3X+//DHdAXjgyVDSclwo828bJyhpEvLR800ZcGgzMlkERmQQE07nYW/jqDFsJKSIHx1wr3wnWAS5ZX/JoKTlqxqd7hcCAWFTeL7XVrl2BEh/MrRWXDhNPzkYaykjF560ROJIAJd7t00oUhYIqqqrhYBBgIJHgAR+DHZBv4ktIFjhAqjXPSQdUm+FAYze5SHinv52gVf4/gjj/+rK+K35Rab9/z+2j23YdXYeAh94YfXLactPLCWbjw+dNsBNlswi1a2gdAIsON22wPQSDNOvM4JXX88towHJeATtJVaQAgrTlxysjTRJMqglMFYGd2GuVU0IpvnTHhNh2O/HJvS9oxdrxtPxD6hhURaG78DMNHdEgCI9tyK9qnh68A7aFSCbiSxhoIEHVO/u78FEL+mbLGyGKRdZsx+dA57250xCH6R3sqqzDLWGuHTPzyDdx75KoZVEpO/rdMmBnNsCPvLwCIzAyOxiE/t5oR2H1mCKuD6u3P0+J0c++LDWbRJgtYWKyU2FeiGEwrq1CF43YB3vupY5I/Op3xwpRNblfDaQ/Zj32fuvUFvtG//d+3QQ12dIi/XZM7cbdHNhLIl0Q2BzsCkbmVpUgs+YiZJtPtI5yqwQOkzSwrhqNzUaA9QpEtANeHco6Oj3HnPXfyoeRt60DCsNK2kZG5jnIWNEYZUN7pQlKeqgx4kVP4MLoz6RG98umrlXTLBHVOYpAaO3MCbUBXpSoVzrzSFY1m00Chj6GLQuDwkwb0icUI97V94p0vx4Y5o8tpAILyLJfGUeP1aEcYxJjGc0k8YUvhS6241mtvEO4YqCt4ElsRPPCGrpbAWZS2ZLVEeyI3MX81v8qvZ97Z92X7r7RkcHHwSetdTY2955Uvjz9Zafnb5Z9CFd91ItzA8Zv89OeS5B2yU82+79db849ZbA/Dgf3+ZfHyEFT4KwWq3qjQSUJKuFZhGgU4NyjjQkamEjtY0ZBrrJAU2UFvpdCQeaAJRT1LXKpW1OJfgRqmHtxtEDZxU0u8Qzl5YRdekLgyYKmNq+N1agRWark08MK6KShZW0TYZq4sWq/MBmqsH2UHvzFte/BZuu+sOfnbLUjqqZDSDs+xS3jw+xqJskCXdtdy/HslIPwPrNE0og03cSseWIoISaV1BLaVBeuFVo9HgW9/7wLSO+y9/u37RVN/69udYEDxfcsklXPXrRxmavztlS6EHHTg2LYFpgm2AblpEZlCJRilHK0thEMIldzLG5VUQWLSw6ET6xGG6EvNZG92Mv/3jb/kqZzF3VoNUahqqZEAVzEnH2byxilmqQ+bFdSFtdW5czQ33UdWE7if8QEO7NNS9tHVI2VYP53TuEdMzYCMqvUZI8FQYJ8grPDMCoP0ADI6tUBiXYRKXadL6UMhMljREGSMWwnnjZOGFvimlEzFiENYJGK0RaKPo6CSeJwgRSyNjls1gxkpCyGUinMtmQOVIYRkRltM7/8nrbj6B5+77vA3fmZ6mlo1oBsarKVfmhit/fTnn/egHPSkVNoad+rcn8u0LLuCjd9yBNWC1mwCFF9AawCiDUQ5Wl0aS64R2aaIrsi1S90yFZTDpInFVp0OYuvHi0pCULBSim2jSR824nys2pESBDTDYAdyuTWNRvLo7MuQwsR4gB2pQe31V1yR0jMu5sqZosSZv8Y75L+fgfQ9i+SPLecOdZyGbQOl8ZiEC6IOvegvPueoK/vbmX6y7MTdG1d6/xmiaPbTij6lxnt/S5WaQiWCTxPI/H3hD3C/Lsg1+oX3r259jQfC8cuVKjJnaZ7viscd40dXnkjaca0ZJF56YBP+38Ov2EqeBkDZGBYAb+EbnjvCuy97Gx/b8d/7n8m9w94Kbmd0smZ22acmChixp+H/nJmMMii6ZcEmQCpQL/6sNjJWDIkTF6FgToymcSjEITevJoEJYbCp09I2H/CLKWAqhvEDPwZj6dyces7AumsEI6SYZIEVXLIU/T0MUsS6ImTDAAxVj4lNsO22LRgmFEKrKO2JtdNnWV6whtLewic/6WU14qdAVICmbnNP5Bjecdx1/f+z6E7T9NZgQgm997a38x0fP5Mar1oC1rHj0Fj50yTkI0ZtSYWPZK17wAp61444cfeFPnPs+hGcri/F5U8Clqw8h7dKD965O6VAJssfKLDJ94RPqO4UoM2QZa8AEl2VhVKxYrbxLMpWaAa8/aUmnSQp9PSRRs0xmDkLBvciW4I7fNSldk/h6ThlriwZjeQOaNTBjhK9YbNlsNOEbh72TBfMXAPC8Z+/HrzbZlO342JTt2GdGpmnLm11kqjAGENJV152b8NJn7N5TUKtvfXu6Wii+CFAUBR84+6uUGJ41bwte+Kz9GZrdQSjtarTElOuWTJUI5aI5EplgLTSTkqEsp6kKmqokk6UrZd7QfP3yU1k162GSwXFSv8oblDkNL9RzqaUFXS/zBGKq6+CegaAH8ZkhvQA0CEmFD90NtLOLQdCUwgEPAZ5qBm0VGre6E6ZiTkLuEAE9WpMARELa7dIqSuGOrT2IgKoQGVClzHZnjrqXsDKUPpwyMDwGF8GjRQmS3kRo/iqiRqfmq9dWOrE7LmWbtWBiRIYDJWao4LH8D3z1gk/wtqOrhGx/rTZ//nxe9pqDmL/gei753j08NnYPQkiXZO4JJIasR5893vdO+8H3uHPNY3RKU6lmq1hf8LqO0Cfd++SypgKVcNQGTi2J/V54F2PHR+FkPpeORUTBaGFdZlNtpQuRly4qLBE+bN/PxaEPhT5ZiWF74Uivm1BQ4rLN5jahox0z0i5TOjoh1wm5Vpxx5685/+7fUlCSzPa5g4ShO6j5r0u/CQhevN3zeM7e+0ZgMqX1NSPTs9UDJYu1YWvdREiJaMILdtqOFx926Ma6vr71baOZ1pqfN1agU0OyCl7I/gwPtJ3AzXp3gXAiyZBBMvFRASGFeksVNFVBQzkgEkITV2x1qyu57oFEKjWZByKhxsaYadAVaWQ/QhVdV1RLxoG0PjDHDJI+rwhUiZlcDgaD9ADEp36KYMV6l4wRFevhCu9Vvvk6I6JxwCOsPANHI631rpuqDs5UlHkI2A0/V24iE6NqEqFJpfT1V1RtLvMTGFV0jaWasIS/rtwqF3rpi58lwtCQjrpSC1ewcnAtl197CQBbLNmarbfaZqP1p6fanrP/s2k2Gzxw2wqSh3bh3kt/+4QSQ4bos5Co8uMf/QQHHnAgSLdq33mn7Wg0Mm645U8g4ScrHuB2aRGl8InGKkyCcHlSQh0bwIN8BwXqUVLOFVMlTgt93x/GuzkVRjkGr2tSD0Yca2F9bhGX/Mz2MCnBZVhnO0Jfn2jBtRh1V2GREIFPUoFif183zRkDxrxb1y1klLB0W5rfDd+PsYKhu6+j3e0wOja2zrbvp4OfprUEPC+dw6fe9M6NdT1969uTaonUqESDKOl2u8xttclrqa6FcINgSxUk0lBISaaUT0JmyDwICSmpE1nVsgi6B+lX+LlJKYWKQjh3jgpghOiWMLkHBkUEzUddFFqz3hwI1ieTIq4CA7MRkpB1Re/vDVmQeZBUMRs+WsGKGgDqze8gJlyJO16w3gEw5BCxtW8F8KDRGCFiTod6fomwaq5PIjJENgnRE+EU6GhFlW2TwTaX2M9SWsXWf3g+r1l0AgCtVuvP7DlPT9tr7z35/Fmukvn55x/3hBJDTow++/qnz+byzddQLJlNOaR4++tWMm/xbN595fV0NykgE7G6cMCkEYhIQLkIsFiGwAOP0trImADxOQYLgDQwY6nUNJOSIlEMeK1WAKqBUZPCembE5epp1soqADGfSD1HT71P46/PenYn9i2EC+617l/hw9FTacgS7XJs2RCZW7GOtgaufrXgdn7RvpP22Hpq07AR8oxs2MNtNJsRGPn4ooM46vlHbKxr6VvfnnRrpCVpI+e2TZbygXs/wfxGybhWVcE2PzIEP3coSAdU9WCUC3VtyDKK7oJZ728e1w03KNgqIqSMq3x3LFcYr4pYkdKSipJ6NtV66CIQxXoCQZOSrk9oFgbdEKVSmCqXghKGwuckSfzPwb8e3S/18Ea/shQ1d5E7p4MkCPxKNYEpAApe6zHVKlQKx2qEf939SXSYzQBflDiOqvXIonCO0kqkZ2uqrK2OWUpw93TP5pdxyh+vpLQJH9jutPXT5U8Tm4m7ZKI90cSQk6LPFu1EsckwnXkp+SzJZ6+5m2LQYof8F7zLTJhKG+KAiMVkBlL33gAYI1121TKhqxOXYAwbo9WsB5/BAtjURpCoCqg3fW6euklhmZ20mZV0GVRdWrIbdUoAXZPEUN5eEFKZpnLfIKrcOApDKgTWn9OxLioeO5emSuhn6QH02kiUzy0S2NZ12tPITfPFL36RT3/60zz88MM84xnP4POf/zz77rvvOvc/9dRTOf3007nvvvtYsGABxx13HJ/85CennRl5RmBk7512/6uL3+/b/20LbheUwSRBh5EQ6q7o2qrN+oEkSEyd66X6BKBQ117Eap46jT5rZ1U5cnCuk0RoL5oN6eHdqi64doAehqQunA2/N2VB11aQILeTc4GHyIQAlIRRWOkSuqVC9lDYgsDQ1EDAxNzj4EFPGpOV4ff3OUNjldMw8YQjRDrdsyMWfKpvN1kUwkld3X0Kn7Cq97za1zAprfXPzoNBgXffePZIlQgBWrsw7Ke7xWR9wiXre9GBr2HrLXfDpgnv//hr2XLLLTbKeY855hjOOeccvv+9s9nrGc9kVTHIJfd1KFuSclC4wpEtKAcsQlkQlgPKBic8e7+eZfj9K1dwypo/IlOXX0T66LSQK8ZaQe5LIwS3jjGSonDVqAPwF9KipPOHWL9nJjXDSTtW6Q3AwoGQPL4zxkfOlDahG4CIrcCG6Hkj8aHkveLruuYpkT7w3rr0Z9YKdCIR2lIKSWm8KDZkpfWLArw7Z7PHhnjV3IN4MV+cuvFdvvwN9CRrx5yhff/73+e9730vX/7yl9lvv/049dRTOeKII7jttttYtGjRpP2/853v8P73v59vfOMbHHDAAdx+++28+c1vRgjBZz/72Wmdc0bIYu7cuTPZvW99e9raQ8uW8fPrr6JAIr3PuaNdeGFHJ1VUiQ8nDMI7NyG7SdoBBBu1GUHTUNpQujwMcC6ddQiRDbkQBGFwdd91Gg3pc5ZMpKurPBsaGXN+QLXwMTg/ettUIYshoZOFCATATdJh8i9DNldhnEDVVtVRJTg3jtQ97iDXLsGdgo9OkHGwDyGYYagP2ViVMGDrKd6DG6rKIxHcL1JYl5/EhJTyEjAxEZuIbSTRQqKsxeBcAi4tuHtw1lbCV8abbPHIrjR3ePrXsbnggp8gpatOLhDc/Kc7ydvbY1uG8y64jPkLhhkeHuSoIw/b4Od++ctfzstf/nIA/uO/v814nmNSF/puGhbbMNCwiMSBkbYueWD1I0jvphDAY+VqBga7btKXVd/RRtItXFmEovD1liygBVYLTFtBYiELyQc1g02fxdVnOg6F9gZll4Z0uWYEMCDzKrswLlty7M/R9Vp/68J7WtNK1QB10Eu5vCPu+p0btEqJryJI8ccxrufX3UzGwrYrh9mvuSMH7bP/Otvdio3gpnkCx/vsZz/LCSecwPHHHw/Al7/8ZS688EK+8Y1v8P73v3/S/ldddRUHHnggr33tawHYeuutec1rXsO111477XP+VdAcZ555JldeeSUHHnggRx55ZIzsGRsbY3R0FICf/exnXHfddbzgBS+YMXX5wx/+kJ///OcceOCBHHHE3/jj/S9XXnklRx55JC95yUs26P30bePa2rVrufqWG/l0+XvSRCK0AwnausFrtGj4ibgKRZXClSwXdUZDuJVUYVwuECscYMlNEouBBUBSWFeXxU3SrkaGkDWxnmdUQnZRZU1c8dMDVAKtbWsulSp3wqhpMqYb5L4wF9CjYbEelgSmJUTM4NkU4VO8537lKoVlQEmg68IyPQDRyGog99R0YVWlecEiK0dObE/rOX3p2YswLUAV1ROBHYJM6J7QRAd4Qum8cEc+6kZUmgTwwl6vT+h63Uw2Msz/O/aDG7Q/bSzbaottIhCxWIaX7Eg5fwCdSs7+2TKsWsbi+YJnP3MPFi1auNFKaJjM0lni0vrbzEJmEKlBptoBDQE3N9rc2rmRZlYy1Og6Xc8sGPbp0YOrpTSKovQlDEpF0VXYXEHpKsDLXJCMSQd6Bgx2QGMHIVXa6bNqUTiJr6U0ILuOIcHQlLnPv6NcvSRqLJ+wpOgpNBQVaAhJzSpXqn8XepiSwMj15tBRwmKFwfgcK8LWjy3Zv7ULLzvwb9bf2BvRTbN27dqezY1Gg0ajMWn3PM/53e9+xwc+UOUJk1Jy+OGHc/XVV095igMOOID/+Z//4Te/+Q377rsvd999NxdddBFveMMbptx/KvuLByPnnHMOb3rTmxAIvvrVr7Lvvm/g2mvPBODrX/4BF521lBUP3sT1j5yHlJIvfOELM4q5P//88znuuOPi8Xd+zhtASW698ltx28aO4e/bhrVTLjiDi4dX0spKJ2AN4jYjyIWi1DJOouD0Itq43xNpKE2v7gOcy0Z62lc7h3kt1FXSLrMYvaI9LdBQhUumFqhhIxDSktgqQ6TAUlINlKY2DQd3SQhT1FbyWDlIW6eeLnbXMCvpkOAm9XAcB3xkTLDmtCQucqgwKt6X08WUkyIP6tlQpB/kDYIEMwk8BMYIURVOC+ZAk9OzJL6QmfBiVAlucvG6FleHpKLRo6DVu2eMFa6+nizditW6ZHWFVeQ+CkJO4bZ6utqBBx7EXtu+ipWd+xleuB1zNt+d0lfrtUJgE3ioLTj6/f/DhZ96w8ZLr5BZWNgFC2nmKuymqSZVmrxwU4iUFuXdiwIbXZx1NsGRDcYxFlqic4ntKkRborrS1TrLBekYFFpQKoFOHVsSolQszsUzrlNGSsdulVbSsjktmSNt6vq6v3SXjdW/y9blIQksI+CjxSrQMaazngysBlcQM7h0oBK1BvefEgYkHjK664NKA9MpU4wV/Je5mUsvuJcvHPuOdTb1xmRGttii1633kY98hFNOOWXS/itWrEBrzeLFi3u2L168mFtvvXXKc7z2ta9lxYoVHHTQQVhrKcuSE088kX/5l+mH1T8pYOS8X13M5277HRiB0ILXbbktb33Jy/7s4157zW85+X3/GVcOIHhk9dL49zKTjG41yPKVKwCBMTOLuT/h9f/O5VedVx1fCFaO3YsoA+ltn1AMf9+eOnvVWZ/gocFxhpo5s7IumdTRlRIU+4lyYjSLT/+uVaT5pTVxgKq0IboKt/UVcoMDo0pGJmLtFWksRnqi2IpYWMtYAYl3TxgXadAVvtSnBycQxHOaxJ8lrOZKKxkrXcEuV1FYkErt85a484X9wv3mE/Z1E7j1Ezwx4ZQT6Lqom0yU0dXkZb7eTWJ67tcgwbunHKujIjsS9ulal8NBI8lEFSIcJpOg0QF8PRpF1wOmMKG456FAgrKWFAPo6CqCkMNFkpi/kHSUwL7PeSbfvbBKjvWLX13HORc84Bi5VDomSFhECiecfCbSWISFNBGcedrfbZDkk8ef+Z/8qTFGo+UARjMraCQlqdJex+GiS4wR5EXC2m4TW0psKV2EjZZYaZ2INXEaE60FVktsLhFdiSxFKO7stEsN0C2LaRlkq6TRKmglhS/L4Fiwjk5ZW7ZcH1YJufI1ZuiSecYwvLMRuCIoTRJ1JG4f5Rm9Krtq1IzYKjS+jhBC3wyLExXGBOFC07X0uiutYtto4xi9x6U9NmKhvPvvv5/h4eG4eSpW5InapZdeyic+8Qm+9KUvsd9++3HnnXfy7ne/m49//OOcfPLJ0zrGBgcjF1x6MX98+AESKfmHl72GJElY0x5jaQZo1y4XPXAv9twfccJLnzggueinF3PZZbeQNbbFci1BAjW4yfZ8+qvfxgq4cfljtBcltLbfEe67EiHktGPurbU81LYkw9thucZduLW0ttmOTRN45E+XI2dwvL49tfbIo4/wjUsu4p6BNulgl1lZznDaIfPFuuY+Opsd9NZcNv/W6K4IpdGtFRRa+TLm+JWUc5/E5GUmiZEqvqtEV0NpXGEwKSv3SqifEXIYdL1OxQlXFYVnA0I21eBuCO6ihiwRvk580Gq4DJFJPBY4/3hX+wJdVGGyQa8S9C6BaUmlJsEVHgNicb3MR/TUxbTWzUUIQhG/SksiwiBOpZvRSC9qrbQvIWeDY6JUBEFVeC+xDaASHAbXT7BQx8a5g0yMgAjC2RBOWg8dfbrb4OAgO++8Y/z9hhv+RDJegrU874hFzJk7wMqRNj+9ZYRlo9ZnPnWp/T/7te/yyhcdzLbbbD2jc37nf3/CfWtXRCbglmyMNSkQBM/aT7je5dgtXF8zpaTsKuzqDDkiUG2QXVfZ3aRgmhbTANuwkBB1QZRuorcSbAoisZgMzCxNOisnG8wZanZpqjI+b20lHe1q2lhLBA/xvRVl1DHpALyREXQEZjAcq7Aqlh1wQL1SR8XaSFSRdRBcmpUOS2Gj2zWRCm0dA4ORCOnmE+U1JuuzjcmMDA8P94CRddmCBQtQSrF8+fKe7cuXL2fJkiVTfufkk0/mDW94A29961sB2GOPPRgbG+Ntb3sbH/zgB5Hy8RcBTwiMlGXJrXfeMWm7EPDDpb/n1402WQmH33oLO26zHbNbA2xdwL2JxUq43moeve9u9r/1VnbZYQeUmjl1evk1t3H1zW3mbPcMdhnOWL3mboY23Z7mtrtz1o2PohuOxrRzBNmz9mDLobcw9uBd7LTj9uyw00499UPWZZ15Ka3hvdl2UcbI8rtobbU9g7vtzgFLBvjAm17yhGL4+/bk2p1L76bT7bL04Yf4OvczlFqGlKaVuERliTAUpWKzYiHHH/oq/nD5pxk2iscSzerMUmrlGArtsi5qJSPQCImNclMVmAtgIQxeId4l8X5uhY2uoSCWcwOhe1mdP9oNkgFYhBWewCVda8oCo0QM9w25FkJK7MJ4lsUJMPCkXjy+xUXuOOagSqqWxoRhIVtl5aYJACpUAK4nhQp6kBBK60rfVKLbUCE1uJ2UkD7SQcTJoe5+mth29d/rwGQqC7lLUqFJfaVXVzOoYmP+Uk0YixrpIrThVS8/hJ133pGbb7mVn956kZuMpUUYJ5b8wY0r2Xzx72m3O/H722+3zZSr4dHRUe554AHA8r2H/8ifBguktF7oI7FdAUZgNRRSUvrqsyECy1iBKSR2PKHxaELrEUu2xpCOalRHYzJJMaQoByVlS1AMCqcJScD64pQ2caHASEBa5HBBa6jDUKvLrEaXhiqj+1Bb4VK/+4VAALMhDFf7ic9YScjUE9yTQTukrQSfryZkPA6Moa31sfAuhr8FiBzqKyWiyiWEZ20yqXsWA0F7VRobQ3zX/ZB5ykN7syzjWc96FhdffHHUQxpjuPjii3nXu9415XfGx8cnAY4wr083cu0JgZGVjz3GUVed7/2z1nWexJCmJWqupeXR35uX/oBTR4/g2OcfznN235Pn/OQMcFFO3I/g2P+9kKvnv5GFC6p4/+mKsHQq6c52IYmtTfakke2JUYLCueuxitjZLTCwx+4M7L47qyy85swLufpDW9JsNtd7vs58yUgmUNvuwRz2AOuAvJGWo48+ug9CnmY2Vad/60U/ZGnDgrLIhqv9kmvHRChhyE3C6k6TbcqUeXPn8c1jPgnAp374Tb6l76UspU9wZF0+DqljzpHEq/vbOqXw9L/yORCCOXDixHcBrAicXzlMxuA0JwMqZyhxYjxjpSvElbci0yGE9YX2XOjxUNKddL+FUREcYQWFVHFCjsJXWTEGQhhSWYGOkLshRMQkQtOShU80hh/cVQRCwdy91FwnPiKh8BNA+Lg2cq4foLZSdQJUCOBKRtdK3aSwPSHSoU0tIfTSMKC6DHitSRDTBpfZhh/pn0TThpX338DK9v386uLNKtZE+Und+pow1o2Bp/7vHYif3hknuG+/7yh23mnHSYe95qYbeesN18DsgtZwTiIsRZ5QjKfIMYXsCFRHkI678HabgM6sc6c0DTa1CAOyLUlHYeARTfPhDquX3sRjq+9k/uDWzNtiT8rZLYrhhM48RXe2oBiyFA3QA8aJYhMXxisSw/CsNgsGxhhudGipIgJ2YxxL6cTmLkotuOykcEC2Yd27FkBGAKClkXR8lV7rQQMQ2cJJIb3gXULOlRgAj8vAbFHgM7z6cHsjMcLQlNq5y4RzxyqvldJG0kwG1vuIny4ZWN/73vfypje9iX322Yd9992XU089lbGxsRhd88Y3vpHNNtuMT37SjZdHH300n/3sZ9l7772jm+bkk0/m6KOPnjbZ8ATdNJbGrK7rOIF6VoYsKUmkqWWgE3z80Qu5/Ae/5+Tj3sFvjnkLL//ut7jPReiBhSO+/a0Y5pcBl570d9PyZZkU8lkCo8CkApN5ytiCMBUQMcptsyZ6WsgtHPpvX0IaweGbz+FjJ71lynN0Z1vyAevKykNMjnCRHOHG0/+TS076xyfWfH3b4Nbtdnn5W/+LdktQDAifDwFWD0ikcSsvowVtYVnr07EXmWRVe4C1qwY4b03OLz/1WWxqsbMLuk0HVHShsFrwWFexSg04oV6iyRJNIy1pJGUUvCphSVUlnhMQw1W7JvFiPudgEAIGky6p0DSTglQaZqkOqdSUVrKmbLAqb7G220RbxySkyrhBWcrokslN4gZkX0OmXaZ0jYoRP8JIUqVjYrFYt1SEIn9grImsB1RAItxI1yS4XJwp9TDccDfSu3JidV//xXpSMu2dJwBYQdcXuitNVU/YsSK9LE8sZubBUQAYwcIEoa0gEU47UqfZw/VV+VGmt0p7Otpvr/8N16/4CQLBO991EptvsRkvfvGLufATb+AVHz+TtYVvF0/1f+Qlz+CAfZ4Rvz9v3rx1H9wDAW0EtlCUIxmNRxJaj0JjtWXk1psYvf925szbljlb7UExK6E9T9JepCiHDFa5pGcBO65YcQt/ePCHCAT3jt3EXqlkQbIXNhGoQenG5NQBETFYolKX5A9RVcfOtaJdpmChrVO6OqHQleslkV5EKiyZ0eTG1bQJLtPc6z+cgxJy/86Ed6OlaoUmbaU9CqG/4N4FJwj39Z6EJbVhMeLeeenrFmz34La847lvX+8zzNL163g2pptmJvaqV72KRx99lA9/+MM8/PDD7LXXXvzv//5vFLXed999PUzIhz70IYQQfOhDH+LBBx9k4cKFHH300fzbv/3btM85YzBy9fXXcu5dlzBvVht8KJ4Ujn7KVChv7l54bSWlktxQPMg/fv80Si1545bb0koyHl67li8+vIzVSsTFSsNMf6AwCsqWiAyISQAJg1je98wdscDFd97D5eN5HMgIqwYrWONXEWN5MeXxhRB84Jl70Clzblu5nDP1ivi3LvCgsbzra19ClpIX7rQjRz3/+TNtyr5tADv//PM555wf0l6VMF7swPichMIISgOFd1VILTCZWy4aldBRWfSJj3cy9GiKHlfoQlAmrjqtcPG4mEIicoExLtmWkVA2DGWzxDRrNVm8fiJkXAQ8KJdoE96HQN1CQ5QMqMLnSDBx/8AgjOuMbpnEwTFTrj5OQ5Ux+2RgT8Z15gp46dSv4nx6MX9pwZ1krMVKgTKWXLg8I86TI6qMs56tiZlnfT6U1OjqWFQp44NbpCkL50rygtMAbuoMhvKF8sLYaP0vwlaMjbUGgad3Yw0dV4WnCqn0YKNOhePuJQAZrxSJYCX1rpug1flLtJVrlse8I3Xh/MKFC7DKLbgQoJTgPc/dln33Wn8B0/d/82uM6YLleRcaLkuqLhSMK5I1iuZKGFiuGfnTjdz6++8gENy/7Br2LF/D7O2fQTHoii4iwCYWm1iKWZL2Asmj5f1U8SWCFTzM0IKMYighnyUoBp1IlYbxidN8mLsFqyV5qWgXqUtSZ0R0Pwa3ULTgfsQnGDSK0leA7ngXZwARuUliVWxR6xvR3WgFhX/P63mCSqMcSMNlEtZWIIV7v7QR5PhwdpuxcMHjRzRNDLHtsaeBmybYu971rnW6ZS699NKe35Mk4SMf+Qgf+chHntjJmCEYuey6K7ll9V3csuRB5gW/uR9uQkExqMRn2khyo1g1u8Ovi+WMdzOemW3B/rvujhSS6849l9+pggDoJyK4PM+5/LfX9dDvAsHz9t3XgZAMhIK9hiRCOVpkOE15zbFHuX1/chGd2+7wIET4XArExZEwsP3ida8WXn7ECwH45VWX8z/3VGIel0FQcEF7FNVRbPHQQxw1k4bs23rNGMOvr7wGbQybLFrIrrvsNOV+9YJexhj22O31zBrYE9N1k65J+f/svXm8ZVdVLTzmWnvvc87tqkvfQxoSIES6ACIgCNJKp+ADP1FssAHxA98T1Pchdk8QEERABUXEJ4oCEgidGMAE0gABDE2SSkcSSFNJqr33nnP23mvN748551rr3KpKR1VIQq3fr1Kpe8/ZZ5+9115rzDHHHBOxkooDkKr+vUNXVQAxKgAP2jGPy3YCy6sE6gmuYnCrBkcOQEegqQP1JMyYkwWIHSPWLvXCsFJgR9nsSGWcUvJKMaVKPDHmqhaL1QS19muZxAqTUCdF/zRWslhSbtQnDfm0I6kT6nccaix3A6z2NSZ9nTZqY2EYgAtAsDQNm1bFpTbuZrHto0fncr8PY3YAaMmm2rcjZhZEBbmp2kj/3ZB2Vy2OszbUcLoZgASsDF2nOfwIz9o0L0qZb0h1O8bcZEFhycCYaNiAi9H3FQU0zqG+rZz93Xg85znPwXve857dmt8REU49ZIiVtgcIqLzD/3jW01DX9R6Ps7y8jPO+9lWcOd2GXR6ggVS7IBBi6+FWHPwKoV4G6l0RO2+8AlZRSCBs3fVtLFanIdTiQcK1gAp4RnCMSXAYnHIScPkXEh09PPEkrBxZIwwJ7QLQLTHCKIK9VABxyJopZjFEa4OH7wu2rgCfgLr6Fu6r0mFX0pNSHePRR5/mXZ9SOjLKPkn2/i76GW8hE6jbnlZiBVZgbNUypfPynR3sgH1wmN2OeU8YdwiMvGH1TCwd7LBQTTGqulT+aMMWNps0vfPwoagaCB5v6L6K67+0DS9/+gvw7l/+ZfzwP74N2xxEUR2A8XiMuq7hnMO27dvxi5vPAXdOyoIjwTFwwUknwXuHugYax/j7V/7qHlM7L3jG0/CCfYQSfL0mRx4JHAlV6+D9PeRu3wNGjBE7duzAq//pfEwJePxxc/iT446ZeY1zDoPBAJ/97GdBRMkYavu2K7EunArXA74FQgu4AcC9gAciMVaKU48pE3zr8A8veDl+9U1/g6/uCugBLa3ziI2ThRIE6pDKD2MldDQgTfYWminmqjaJ3IKyEmJ3Dc3VBMxVrXaojRi4DovVFIt+IoAiNlgNDZb7QXp+AjvRp9QCduaqDgOfG9pFlg6/K/0AO7sBVtoBJl0F59RLUldMY2pMeEckBlK1k9LMlFIhq/QR8CTsjjCeDELj+uR8SeCiv4c0C4vsMImVsBBaChzRpgXfqnDWNvqT1A2nkuioQteWZzcFEy+m61M4YrKeP1HW5OTjC+BptO28cz3G4/E9slHeM5/5TJxxxhl7FM6//XdvvXnpeDxO/7/5yivxS988XxxO1c4dAMJqDb8sQKRaJbhOgMKGDcfj2hulYpHBmLvv/bB8ZI3JQUC3LgILPdwwwNcRvARM11WgI07GIYf+PKYXX4m5+xwPPvWB2FExohfwwo2AFwCIvbPqdbl3TqufVCfio6QTKzcrP258SOW+QBZd2/OX+0vJ642zT43vAiXWBMAMSPfEIBdSBRz023tl8GznC0yI0YN7D7odHjYxxpl7sdu4GzEjd/W4Q2BkUAXMVT0WqimWarmgimeTgK1cTHv2mLoKlfXacAFt8Diz2YyPnvWHWJk2WF5Xgzov1FwgPPxf34l3Pegx+NFHPgoAo5nr0PceMaiiW2fsn/7ai/EnahO9L+ul9zacy2VZMWr5YhXxb49/Ch548in7/fN/UMZ/nXc+XvmRC9AvEEIDfHI6xife9g6wB+odBD8Fjm2AM/7wlbs19Fo67AS08x79iFRcB4QGiJWo9IkB1xE4evDEIWg64CdOPgrX/+17cPXWjdh4zAPRDwn9kBCGqvwfAWHACCOJ5tx8j8GoxXDQq9mZaDE8MdgFLQXWPhUQw6Zm0GOpmmCxmmCpGmPJj7EchujDYIZ2rp0J4mLKeQOyEJofh0Rk4rWwdTyH5XaAaVuh6z2qKuTW63rYKSD0N5DAyLAWN0ufFnNZ6AMk195qFZEjRogOo0rErdaPJ1X/QKj6Fh47uxEYIuob+Q4d+yTwqylgQD1q625MQa3zc6QqKaMibcTZOMu0KiAxoXOsjIoCqIHvMHKdBEqulXuBbO9t13CyaTte8bWX4o9P+rN7RKO8tePONL9773vfi9f++hux4ej7Y+nkB2P1kArDIyu0SxE8EL0HGHDKALIDwgiYbCDEqsbgoIfghEMH2L7tCgxOPh79wx+AHQs9sBAwmGvRVAGVF3+eQdVj6HthGY47COPucEy6Cl23jD44AfLBARHg6ICgCMRpasRHLYYIqCoF71VQgBCT3TyAxOwlzxsqjfhEmF0jB5HGfFjgMO0ljUPMWlmW04UmOq8oSqAMYwFZrOcJyditZ8IrBs/G4579mNu8F+d8+Vz80XX/vNff3100I9+PcYfAiKjtoSZI0sTL6OfI0h201wimY49JzA2x7DWOGJ2TNuZdkHI1MZKSha11wOu+eTb++pLPI/qAwVKPqg7CRBR3am8U5P4aMRKSXkcfCHKMpmnuVGnygbHnEWPEpAHA6k9QqT4hAtCyxSAtXfHMZz4Tz3vWL+H8C76BpSNOxPwpD0K7RAmM9CPxLGCvZYM2fRjiyRCBM888MznsMhin7ngBNh59Kvo5j27BgyIw9XI8rhjURPgmwHvJHa90A+xqB6kz58ALW+IdI7BFVNrXpojgdoYRbm4XRRuiXhuVltZ67QA6DSLgtOoT03OEKFUmK90Ak75C1ysjw4TKZwF5KcJjUNJLlT06vD6/xizY60MkxILfjSB0TtiaoJsNoGBF2ZRJkCof04o4YgxcB3ZFXxqIJ8mAegQSINMjN+ezdE8SKaq7pWMRCjJy6shGo5VIc67FvJ9g6Lrc54ZzqMmQip3O8z2iUd6+GB/5yEeSQ/VVl3wdpywOMLfhNPhVoKqFAWPbBRjgmhFqIMwz+nlgcrAG6w88BZs2nIBmvoMf7ABVovVo6l7nDpK2qfYCyJ0WOHgf0VYBXVB34+ASsyzrqr5fAz7nI+pKgldj8Woth7fPYkby9HHgVNHCEK+V2jE8hM2zvHwEoYtVch4O0YnOBtBuuhE1MQauR+N7DFxAVZgi2mclnx0ieH22/mXLp3DVJ6/FLz3jRbd6P2KMiPWtpAr3o+nZ3X3cITAy9D0GnrVxVo+R66QBlpbbOWZ0iGK5HCHWzURgCmCSqK+PjABd+HRDt40dUTaMzYMIX7doGqlWaHTyRSZwdPj3887Cjz3wdBx/n/vur+uy24hxDzf0nnGP71GDIWWDxCSUrrWBCaJ9oACsRMY/ffCj+MmnPwnPff4zsOmoU/CV7RHTJUK3QMJgDCANvZwCEPuja9PBkfHYhSWcffbZICLxnQFhx/ZvY9ORp4KifBbYSsVZKg7qiKrKyv/AhGkvwjhPEbHusNRMMF+1GHqBOEPfp/K+caxTD5obJkuYqLrfk6Q7Rr6TVAlp073olH4MAsSiVdJIibKlhYhk0Z9r2plUhQjwXNHenCSKdXmRt7bmpgqwdI6Al5xiNeMryz4RMSg13CuEpZDz7qKDJw8XGd45OPZwMWppZNB0CyWNiplUlSWWjiJEm57BHDikZ48gQdK8lvOOXKddhln65yjIKn1KAjt89IJP43H3f+RduoZ8P8ZnP/vZpDEBCNu3Xok5Ok3md9RKQ9b57aD6KoigdABhLLwA8MG6CYaDTthATfENfChSITLfrfrJAGvlIlAB3rFYvEcnWiBlvbxfAwyVnah8TKx66opdCFZT+qQA0kazeUQMvJj1yf0XMNJShFen1ImrUurGAakR38ALGBlqR+Dgs4bKejzZsP/bevAOXHfDrEnY2nHuVy7ABd+9CH7u1oHwPYXJ2NfjDoGROd9izjNGFDBYHqCGS65yxITAZuzhwOzRjoS6jsQIWlpHNtkLUWlaOQnydNgxwairgMaHJCTqo8c740Vw3yQszM/PnN9oOEoOc7dsvQV936OqKmzauOl7ukiDusH6iYdzjJ2O0XuJdDe2BH87nOUOjNs/Bk2NdQ1je8zCK4rSs8J1gOuAbT3hzf9xOX78sY/E/3jhs3DwUZ/H5//9S9LWfCROj2Eg6n6bZ8QAPGNDJ9PswcMR3viSl+C97/1HjZJlK148/AR0S5WkakZSHhzmWJwjG+kgOqh7KWXXqK2FqO17rtJUXt+Mk7mZ14XSKl8AYKUf4PqVJXRBNsxh1WOhbjGqWjTIZl3lYBA6dphGLxRzcImBIG3PvnG0mnLrBkTM8t3YjsoFDKvZpmPJMZbVd4qkMZptNIG1wkirJ+z8JB0iFCipQoTSuWuahIQp5UiIxsqXbGoBQCzNa8RFpbumgQhAUqbZO0XAyIKbYuha7S4sreOJORlhAVn4GgC8b+5LWLh87l4PRtamMhcPPwGhFrYweq2CaQRoGyABkChtqhWIDDoszU0ktacshCd5Bqw1QmCZX22oECIVnXKl5L32YabaDND0m2lEOKfVaqc+Pk50IbYHAJmlKEepBbHS9YZ6jHyXNFYRTqu8KgCEJoT0nIgQXVJBAy/i64Ga/ZlWyea9iWbtHLxqmthNceOWvQOSM674DL5+6PVoxmGvrzmgGbmdY6GaYuQJfnmAV//w/71Vw7DxeIxXXfTLYmRTTKKg0V4ql2Kh62yQ45mJ5iCVB5Wq4M0J82/w33jbBd9AHzxUOoKnjjfhTT/zGwCA3/r8n2H7hhUcvH2Ed/3EG+7I19xtPObhj8CFD38EAOD5f/smfHHYYn0AvvSiV99uk7YD4/aNxzziETj7QQ/CQ9/6V2hZo7dA8BOgWmW4TsFJQbMzAdMNQjHHGoiDKKW8BFBPMH8uAvDJn/k5HKLljpPJBK//7hYc/VMvxuqVV2L+yOPBpzwQt1SaIhowuqUIWurg6ohB02Hd/ASbRiuonbi4zvsW27sRtqwuYLWTZnjL3QAL9TSV7XbRY3s3p2WGsumvdA12jIfoNb1jZbFLocLQCfVtLAlpTryNHpO+xriv0QYReDZVj9prSqTqcezCVgwKQzGp0MkVMlbx4jU48BTRq1Ga5dMBzccXEWtmTgTglF2DbdiG4ZXqrsiapmlUyh4dOXRcYcKSZrU1wYSmCZDoCmqluBGyAZm1vlctilXuzPkpBiSfGdhBOiNLNNtTSJtH9lj5wUjTPPOZz8Q//MM/4Hdf+y6MjjkRowc8ENMlwnQjo1+fhaek62sMDrF3YJbmcM4L42bge65qxb3YBTSuF+1F1PS8Vk+udvVMFYs35o0Yjimb7q1JXRqDB4iuySrI5qyUPaXdslgcQGICrXFkRWY2KIDCC1LWqjavPZUYfS3PhwErM/JrvEgQGtWDNdzPgJxSjA0AQ9ehix43HXMJ/uCa/4lJrFNZscxFTYMexVhPEdzvXcB6QDNyO8cvLfwuFucX4BbdbW7Cw+EQLzvoNfjbi/8GNx96S/p5sKZBiaZTlOtk5/E+wlf6t6mt2UkGx8RFmpMEoA+RTJQvuxvw3H97Deqqx/K6KVCI1/bVeONTno+V8Rje3fY1ODDu3CAiVMtIG5IIT6VChnqI9qOU6RDQL0btb8GgQYAf9SAHET1H4Mixwzsf91xsUuOn87/6ZfzBJR9HOM6hOeIE1P1J4AiMnZr5VYyqDlian2BhOEWE9I05eG4Zhw93aqmobITr61XUFHDLdB672gF2TIfoosPA96hdocmACeUk6vP6p6kC1g3GWD8YY7GeYORbifIqMUuDCkkRanGQ7aVkcVBlAW3lIubrFgfVyxi4HkGrdABg6LvsVKosRyhEopEIjlwKGkyoByixxNo1FVlnAmT3SXOitQjTgEJT5vmV2WQmdBDtgHk8WOhmmXTbdBiE1dCk8zZha62FvgZERq5V/VpQh0yztM/PZ2BLVTkMXI91gzHOmPwXvvWBK/Han3rlPp2/d7fx5Cc/BW85/ya0cw6TOUY/zwjzETQIoEpyNQZCEETp7ZqAwbDD/LDFXNNivm6xfjDGXNUq0JSqKmP6xATMwQXRUtUqxrD7b+yJAE2A2cO7CNLjlJ44tTJ3Q99h6HvMVVN4YmVeZA6Q9mKS9FuESyA7zwsDq9Zo0RFjgA7BOQydbH1zvk0gw4FFu+W0ESUFBR8Z9BhosTkNAJ5V06WBRhM7eNckcF9RTM+pA6Pfg3NyGgeYkds3Tjz+xNvVaAcAQgj4z2+ejZ3DNk3ETuu+u+AQS2MoZ5ZFEVWli7SXyE3KtHIjJEAoZSLWyZzFeNMKuHG+05wfY3/ISo856ujbftGBcafHFVddhff/x9lAR9DGtpLJs2oQ1YDEGnjHB8/EYFjhmvGu1NuCK4arpXql8jHlskNF+OhFXwAu+jy8Y9zYbcOuTcs4iLM4EsgRXOWkMmBpMMao6mTRJWBTs4KD6uWs7tdmbCvNIC0+465KFtU9h6wFcbm/CwGYqzsQMebqDhsHq1iqJ4lWZkgfF2NGnIpbG99ruSNjrm5Ru1jYoLcYOqlY6dmjVadIW5gtCrUyWWubTkD23gHPLLTQtIaV9bri77r4Pl6ZEhPqkpb8lhFkb4W9LCW9bAANcgL2r1R6qX9b5Ux67lVfU1NIFT6U3q8Ah3OjNCP4rSKioR7zvsWuJcLm7nq84YPvRogOzz/9R3HfY4/bzzP8rh1f++bX8aGvXYDVYyMw6kGDiHoQUQ0iqFHGgMXXg6Pk4ZyPqJqA0bDD/GCKubrDXNWm+50ZDZkDDIJnRuCY+sWY746VwbbRow0VOnDuXl3MJQBAFBbFgMhI/8z5TszG4FI6x8cKLWUvHp/mYfknuwWbPw4AMDl4MPpqkjph2349ibU808hVOmIbz8Ucny0xlp0rz1E44LhrHoo5ty7NOas9IwDj1TGAD+zxfh3wGdkPo+97fGbpa6gGLYh9poKDU4MYzcE5c59UVFyF7C/gdBGLHoHzAml0q5T45TrxJKqj7JtwDwGFB4aOm27eis9fcwvQkwAPlwEIV0BQQWmsCe+/eju6RSm55UZz3l51HQMRPxsbEeeAf+kvhyPGfNNiVHfY5PvUE0Yo2YhaI/xGvTIWqwkqBGzr5zGNFea1dNQVGym7Dgt+ikldp2Zw1kvG9Be1Gpc1TiIu7xjzjUR883WLdc0YQ03rpKoZTetYE7uh7zFfd0kwPl/LeZMuuEPfp6o1aygnHhtBozkVfAAg7chn3XlZQzIi7UCa0jIiGrf0i9eo0cBALrnkVMVi1Q5ps0lAAUlDIn1UchVGKXw07UqqhqEoUjLdDOr0Ryv6ILl/ea0DODfhs/4kxtpUiPAUwF76mmxbmuLfxpdh5+oQR3zraxhPxvC+wsknnPh9mP37ZjAzLrlsMyJHfOaSr+BfB98FjnMYDFpUlYAN6DWO7BCCQ0c+l8y6iKbpMao7jBQYGOgITLLmQoKFiiLY9fAsQFP0SuZuCmUEIsbKcLngU8drr4yBpG0cKpdt2kdVh5EXQfJQn7fceJFQq/17YDMGjJoWxEyg4Ci7ARtDwpCAN0Ka5AmsouRxYyyi12AA2nCxKtIzERlGAwClijWP6qYNePYP/RSOO/Y+e7w/O3fuxG9gz2zcgTTNfhrTvkbwnBbPvq8Qirx05QPIIxnLmKV8snmGqLtDcYcEhEjXRCBC19JE5QJ5MlY/QLnhe8t45MMfig+d+gA89rffgSkB0WvfoUrs/wEV39VIFTPJBdJJ6W3T9FgcTLHQTCWSc+IVsNI3qF3AQj0VMXYl6YulaoyRbzHUSozITnwxXId5J5SqI8b2fg599NiGuVROaJv80HdYrKVD6sh34l+gG3jtgrinJo8NWYSXmgEcRcypNmQSRd/BEK+PSajBgLzPBYx8CzTAXOVTuqFyYUbnsbMXr4/cGt2LmRgRUIhE7fy7PTwfxj7YM5UYDWRw02glTtnJd863KYVjDq3Gith7JRKX1A9UEOghAKaLNKMZ4WIdEAAknzdyHRrq078lMs0gxoFUo1KpQFbYHwNPll6yfj4rfYNxVeP17VeBS76KjVPCOSe8dj/M7rtmTCYTvOjif8RwbopmY8CxLmDgA5bqSfKnWW4HmAQpbw0Voa5Ew2f9f8wzpPbCdhFUKwQPQCokaxdQU0wMto2Gcol3o2XdA9dj4qW/zCTItlO5mNyES4HywGmKxnVJSGoeIgkCKO0tzxlSm4KgQUBV3GcDrjNVMATU1GPKdTLRa2OFiqo0R2wNSNVumga0CjDjR2TfEaax3zmP//PEd935m3cgTbPvx3A4xN8/+Pd2q+d/0VnvwHVzPbzTVupOUa0qpx0xfpOegkc+8CG4edtW/Mq3/y7Z1qRJRzG5RyZhFLLJUaNo+7E3PRA//7gX7K+veGDspzEcDvHx17wIr3j9P+Jb21jaji8A/Qip5XhUK+o4isAgwtViltQ0PZbmxjhkbhc2DVZ0A5JIZlc3SBtpFrtJhDSNNYKa9vXskovoxInAbRyb1Hq8D+oShfycy8bvdAHuUcHASEzsiy3cBMCzdPe1z9vezWGlb/JmHqVJGAMY+B6TUGt0KimTRhdqq5sJLFHe1m5+pgupqf8HnHvgRBXL5vJZOc+exP8hMZPgFFVZt1LxGsrpEY+YxKxGixMBEbHod5PBERjJ2t0+21gmRwzraEmgdHFrCmg0JWOi4NITJYqjhPqSBNSUe9gkUEQMQsjmVgqe+lrSx12QzRgEzOEewmvvYZz9xfPxikvOwvzhLTaNVjCsOlhfUhFo5i7OnhjeizizV28bAEnjZOmTsru0NAHrxT+EBejXqbpE7v9IO0V7yiW5k1hjGuvU9gBAelaMjUwNGsEJtHt9PvtYacpRAIIjxhKPk2me9XHulHWplYE0IDKgfuY62XMkFhQ+lajP+1b1SAqUqE9gJIEZdtI3KYmvHR65/Vfw4FMeAXfU9zZ3mAi8j7WI+/p4+2vsV2ZkTw6HLzv80fjod7+CC9dvS26QVmI4YOAF7Y/gYaedhoMPOhiLC4t42bcfjcjAudu/hW8cdJO8x80KiIwW7nVytFEeoJoG2LBhw/78igfGfhrnnnsuvvbpf0c/ui/mTz4V/cglJiQMpNSWm4hqrkM96DEcdBjVHRaaKTYNV3DYaCfWVWMwJEqfxhqtlw1rNdToNIdtpa0AktbAOU7R2bxv0bgerfWKgYBoglarRD2Wdc/VPygqNxqWTdQEo9Y3Y6znEaL04ZiGKnW9Diw/I4i3iIjvcgtzi96sVBXI3g7lHwYwDg2Csj2mrxDnSI+OcyMx6GdBS4OTUFVByNDlPL6xj0mUm1IyCjOIEaBedUrhxxmmI6bj2kIvXiw+aUUYQBtliYrKdqRUD/LGaSXCUaPT6HpAtQlWlmkVFXKLKaWVuJJ73mr6gJlQOeA1H/gz/OqP/Cy+tvkbOOeGr4MZ+L2n/TIWFxf3y3zfF+M9Hz0Dn7juCmxfx9hUt2i8sAEWxWc/l1xCyzYno0Mf8jWtfEQXHCpSCsIhgUDz5XKWLk9pEKuw6hKT0FAPgjSGbF2Ljj2mvk6+HWW36KD3tWdx/w2q+eFImEYvzr+uA8CFiFZPT4/hjXU3MAN7VgQU5RLybB0PyPew6rCyUquiCJlNdj6UgpIAAbItV5gfLt2uJnm3OQ4wI3fdePpjn4iVT68i3PINRacRtyzswHixRROAn/zRn0j27sPhEM9/0rMAAP4/CeGWr8ki6WxZyoOLh02wMeOIjYfctV/uwNgn48Mf/jCe85znqBnZOTixeTGag04FV5KSiQMGhkHEeMMeo2GLhcEU6wYTrG/G2FCvYmO9gpETS/Kx9lCKSlGP+wZjLREfVv3M5k2E3B03dpjGGiNNP0h6Rcz+CCwAB5UCYGlP3gafWpkDEn2xJ7TKgnQsoGMaK3FPVfOyaS/HsSqbyCT22SQLbRe9Viyoxko3AVLAAXJqpS75a7N4l5SPtmlw2gKdgopXK7RaghjZqVeK+nPoZ0mKVUssK8nhj3yHWKxwRp1bWsrcHgBSrQf0udRyUWVTBhqxWsOzmh16DkWqRs4rQ5PdR1SBasde0zGMCNG99EkvQgk4iR6H9N5IGmHkBcj21hG2Ar42vAY7l3fikluuxrmbrgMiYTKd3OVgJMaI/zpfmkamjUrVuPc96ijc97jj0msvvOE6XOB7VARlJCwtJhWMHalez3xBYrbc74NH1wvw8F5TdF5+51lEx85xIViOWhpepkRCsvov/2Ym1AgYKDs2oD4xGsZ2i6OqQ8/GolWF3brHJFRSJeYlLeN0+tl9TaXn+u+qACCVVl5VCkiZfdKIJIYODNLUpHWdzqmhDIAFwPuUVmpZnuV9JQY4oBm5i8fzn/RMPB+5v8IffOBN+NroatyaS+7znvhMPK94z101uq5D32eKbzAYwB0wOtuv46yzzgJBXFFBhJ03XYGN/tSUmuFhhBsGVE1A0/QY1j3m6g7rmjHW1WMt1wNa9pjEGiuhwa5+iJV+gB3tECtdg0lfY9pXWBqKzsPK8kzjYdHilLx0eyXplrvop1jw8p5x7BOFPS0i+LJNuXdSOjkJtRiWhQrjvsFqX6do1CrMAICqpK5AZAeH2Xy8RXnmntortZ56usC0GJQ2InF5lWNIhQvLeYRmxg/BzNFMi2GN+RrXa6VOzuGLhb2fWYQNNDgtfarUeZmZxdIdRZqVxBK+MR8IAJEItYIQY1LKTq1eNxVjUezTrceNsVfWJdk2EFeeFxgti+amdHstHV5NqzJtWzgChpERfcRkOkUIYb+0f+j7Hl3X7fbzyWSCl332fIznGTwXwKMAbj3ciscvX3klXnHooQAgjf+IYU3vbJOWLyRgsE9VVE7tFVwGKr1X8MuQvltI4FdAeExsYU1qRKabvQmKrVPz0Eqt9b528HLv9F44xwo6cxsALu55G6vEOHZa+NBGj6HvkyCZoCZlyMDIUjVEjAr5nORPSNdC2ERKrJmlrESY6uApiIgbnFKKxtL0WhVq/57GGt20gav20Zw4wIx8f8fvPuvliHdh07s7Mn77n/4WH+MdcANxIXzr0U/G405/1Pf7tO7V40lPehLe9ra3gciBOWJ4wglSNTMXwXMBfhgwmOswbFrMNy0WmhZLzQTraulLQgSsxkY34lqdT8WIaBJqKTEMHjEqG4Js62zW4X10IFQqrJQUheWMLTKKqi0Z+S5VvoToMCEW63SNvkL02NkNMI0Vpn2F1a7BuKthVTdRNwWjmpPNte9R+4i5qsVc1WLoe4y08kcazeWNmtRF1mh421B7BUDpvEFonE9AZBLq5Hhqi3zlxIVyXqsZIghD1+VKIER05FEhpM8qy34rCgqEXIoue3bonHx+BUnPlH0+CMKYlNU99v0CJFw0kaJLLEcGYLapRY2kbf21KNcoeAMtU21C2CtT1avplgG/yIT/+d1/wDNwCl5/xM/ht7e8By+5+M34xYsfh5964r4Pit767n/Bv315C6KD9kESeUa3AIzXR2Bdh3rUoWl6TNsaXRzgH266Cf/8Z3+FqiV8+hU/KwfSiiQT9JbN35IuQ69larHBAEjMzbyLGNUdloYTLNQt5qtWdUJij15WUCVxqPYpG7gec9Ri5NoEGnv2GHMjmhGusBoajGOTQEXJsFkju139UEGypDBthhj74YnRxAZEbXpmAMyk+7JWpFPxakxMWwlya7WL96pxsUEwth3pWe8VfLQsjGbHDqFt8Ccn/+W+Y8wOgJHv79iXTe+2bduG3zjzb1BVEU876FQ8/0k/8T0dr2dGVzOqWhocRb4V+ubA2CfDWqW/6vV/jl1H3hf1aQ9Avy6CRwFuEFANegzqDqO619JDWQiZIYuF9jgCI0X9BHEIHVUSfXoX0QeHRi2qrXcJAElraFzknZUD5kZusP4y7NOmVpGU7lr0lCh/jU9X+gEmXSUpmq5C23t4lytNxBYbqLWKwRbexonr5VI9SR4iJSiydcaYA9M92ELfRp8FgzFqHxLAmlY2TgSMzCKqrcipt0Ob2JDIToWGIUXcFUXpSAwCm3YAOc8utLdUQTATnPIYpRhwbcM7GxYnO614cMggAUCqugAsTaOmVOCCZhddDwh5Y4RH0Mi7BCOdahQApA06sMMYhLPiVfj217fhd+/zXPz59g/hAysX4IoP3oBX/eRL7vT8trFt2za85H3/ABeAG3YFbD9E2azaytcZYZ7h17eYX5xgOGgxqALaQYttDPRo0KNCtQL82rv+Lx5//BE43q3H28KVaU5baw3z0TG2w1MU64QY4bw0q/MkQGRdM8Gm4QqWqom6AGd/kVweK8N+V1HUPmXWoFBAxIRrrMYGy2GIlTDAchhgNYgh2NpUnwHJ1b7O2iErbVe2rlJfHblXVNx7UqAaUoVWpWkk02/2yXMm61Xsmngt+bZhaX8r2xHNTe7420aPuRsOxk8c8nwsLi7uM7b8QJrmXjTarsXXFicYDVos3PJNzJ89wNMf++N3+ngPP+Qo3HzDBF8eSKrmC9d8Azds34JhXeM5T3jGvjrtA6MYIQSsDAhH/vTTcDUB3HRwwwjU4iHS1AFNJb0uvMtdo1dDk5iO3FRLqFfbeIfe/t+h8x6eGD0cpBGwRExdcAiOQBWnxbDULBgoaQ2MQHo0DVwPVLJBtiSRk0VibRBtSGfN7ZhSjtrEo85lPxIzOzM3ykEBREyV0UeXTKWsR1TH5hfBiIXrJTNJIzSoLoZ6DMDiMgWkTbqNPpU5D5TeDjTr1cCwDV5LG5E1GELHm9ukeo4okPOseXkFDQaCAOi9MphF6ahSXpyretRvM4lcDXQRAZVKeU0rYJU+lvMvy0eFiRHmhEmagFpaoGxZcf1cgO+X8bjTH42/+OSHccO6Cb687Vr8y398FM/7safd6ZTNZVdegU//94W4cDgVTx0P0KJeT2vuWDFoFDBcmGJ+OMVcI+xYrEVPtBKAaSSEUOG/pxHPGc7hkIPWgb5zBdrgMXEVPOeNu3JZZOpdpdU0dsWlncC6ZoINzSoOHixj3k/RqKbHvEMImEmvmCZDNnO51qHY9Mexxjg2WAkD7AoDLPdDrIY6MYnZoh9ZSMvWAFJTfyRN9sqybEu52fxjljQfpfcYcNLydPIKcDKwTZVtKAThhbDV5q0FHpNYYRIbHHr1/UAY4NDmKDz6YT9yp+7/XscBZuTeM5xzWBoTeBDxjYNvxrZtn8XDtpyGQw4+5E7Zt7/o6c/Efb50Pl556X9iXDt8dPEqjKrN2NQCP7zl4bu9/s5+zoEho21bXH/jDfg/O7+K8WG6aDhR9wMirqurkJrQAeJ/MEaD5V70GkQsG7orNlGKaFwEe0k39N6pgNOnhnO2aU/6SoGOLFvJeRK55BWA5ozlERr6DkMtZQSA1b6BixW6mMt+8wIs30e+R3agdMQYVh2GvktC1drFxErkhT5TzRXH1G3Uk/SvsS66kWKykmfkxXzo5DMs5w/IOa6GBquhwUivUaVpGbAX0Sliak5XIagYMJs/JWZCgYgt9pEo2XWjAHdl6a/8yjYX1S0YIEHyVRWgpfoec5GFMjVmkpj8RBCSn0gPn0SuVlJq6YyoG/UkVKBQJ2arC06NsIAbt2xRe3nGd5ZavHH1i/jh638Ihx1yKJqmucPz/LxLvoE3rF4ON5/PG5YyUUBNxKgHPRZGU8yrJftcJQZgUUPojh36zsGTAztgUNfY2AOTvkFpQmbdbz1JJ+uKQmIZZP4wFpsJDmpWsKlZxqZ6GU3hzZGM+ATRgkWOrCXAeQ4bUDcmYSUOEiOy0g+w3DeYKlNnjI34jFijO+USKRsGrnVWtVShK1gPojx77Bk1wXKAT345PRyyfw3PGPwB0DYJpJVZqhOBVOOtxgYr3QCvevRv7JvKmT0MPuDAeu8ZBx90MM59we/jhR/+HWyd67Br4xQv2/z7eIf7ozs9gR7z8Efi7Aeehoee8UaMnTgJroym+PXNf5A0BiaC+2v3B/ttov4gjHO+9CX80n+fi8EhQFMHOBVcyoJt5niyZFl7AYZoNayTrfdCNzc+SNMrl5tuictodlccc502Husy2geXwMfA91j0k8KwTMRtgSgJ+xzEiGugzEVDkl83T4XV0GDQV6mE1kcz+BNNiNHFRCxNyKxLtUZ8XfQYkyzgqRMqqfcHImpkIeHId3AkKRmvZZnm3zNwAUv1GBurFcx7aeRXISBA+tjs7IfwNAdASxl1Ic5ltQSzvy+BhA3biOQaFFU/kAoeEwPeFla3/j3mdOnIGJjcr6gc1rzMeomYrgSQzUW0CqLZMftv6QashSlMGKBHQ7XqYiL66LDaNgiRcM2I8dQvvQ0LAxKPCSZ0nvBj574H7zzmCXj8Ix99B2e5BKu+DhgOO8w3XWL5rMw7RBGTDqoe6waSLpmrsobDymyZgFuCQ6gqgGSt+twDT8MTz/pDLGtJuHdRe7xoyS0iBj4gsIDOxvcY+ID19SoOa3ZiQ7WCJT+GOZSaLkhA0KxOR0SgNTqq4JURs3RLyxV2hSF29COshhpTLWW3OeIpl6k7BROWPvSpCR6KNgqzDKWlY1I1VlHOmzUiSOlB+y7p+6RXcQJZIc3r2XnWs3gRLff7V9N4IE1zLxxWttd4MdX5XgcRoZ9U6IgSvciNlIEa1V67gFee90ZM20r9IwjDusf/PP65OP20h+KWW27Bi//zL+FcLhnzjvHOJ7zygB+KDoaU7jplDmoXRFhHnF4h1C5SRUAXpBqg66VxVl3lHimeHKLpFogREeF1U2UnjRt7baBmYKHyEU3VY1SJHbw105Lo0AMk5lnWkMs8K8zBtXFiZb0aGqw6MTJra+mya74itkFUVoIJADqHbHHOfhuk3gvZBdUjJmOn8s9Q/SAGTliDgZNGe5ULGLoe66tVbKhWMCDtgcOEKdcIJI6ujQtJd1K6qEbIdQzIpb9i/oRM2WMWNFhka8fwHMGU0xrGnFgpfhLwpq0gp7D0AqU0XFm54xETGLGSTEBAhpihzdrB56PZ8cUsbcTSfXXkOgQmLLcDTRswOBImvU/t7knBzO9dfDae/u3L8Hv/4+fv2ERXwWjjA0Z1m5g8SelVaVMeVh02DVYETPgpFqspTFPTR4c2VFieG6AF8Bdbvo53v+frcD5issHDxQA4KfUGbF70qa9XpQaAViG1vl7FYjXWdgcR0Tbv5M2hAmllDDr26EIFgwgGFDIY8VjphRmR1Fd2/zXwMHA9BtrI0e51H3P5LLA7O2I9Y1JVmelWtIImmfshi5ENCM9UgDEQUCnToylMZObT3msC1tEtC3j5fV6JjRs23rF7fUfHPQQ87OtxrwUjP948BF+++SLceNhN8BTxz194Hx5/0hNw6imn3qnjVVWFX5k/Fv++62pscTWcOsD2lcP9ti7haLcOFx3xLWxfv5JavPfRYb5p8eHNZ+G8q76Ccehw8/oJmqorNkvGuz/3T3jS/R6HB93/zp3bvWV85HNn4ZNXXQw/6DFo+mRHbfqJtDAgG3wl34Ro9KtaWist3aip3sCL/oFV1Si9UXyir01bYBvZfN1isRYgAkA9K6S7raVBgNyV1BcLZg0gUI/eeXSsZZHqdFlFMV4ysOxdnFn8anMiBoOJ0qbklLq2VEtZ4mvRvG22khqJqFgiRDmuOMpah1tr9mVljjPVF8pIiDFV0dDOABFJ5Y/Q7NAkCs3ITA1EmUYjbQhMSQcAIH1emf4qo98SPABATy53YQVLB18SF1CvXhKpv49WT9jG5yAum/IZs1ogax/fO4fKBYxjjVHViitrL7bpXfBwMZ8bEeOGYcTZqzdg8UPvw8uf+8I7OOMp6SS880kVKg6oGlD5gPmqxbyfYsFPsegn6CEpxkbn96DpEANh64CwnSKqOmDei0u1d7lDdKMbvzj45o27cupwW3S4LVNv0MobIkppOWtCaOkYS7FYutNKYMehQRt8+r7mf2PPnbnqlg0ke+eSwNUAgnnFJDMze9YKTxO792luc9Yr5QqjPDcZ2RDOgL8BmzL46Nlh6btH4Xj/CNzvhPvdwXt8h6fEAc3IvW387FN/GjvP2IabaAvIRXztiK9i7op5LC0s4dijj73Dx6uqCr/1vBfi2vf8Fb6xaweqicOgrlD7iEfMPwA/cspD8J2Lr8F8qLF10GG5ETOtoe9x0WHXIsTvILDDMEqDM6MnCYwLDvs65q+Yw7qFJRx7zB0/t3vymE6nuPzbVwIAPnTlRThntIq6DpirWwyrPi2kzNK9uVfQYVGTDUcsvWlI0h8DZTaGamBmf8xPJLLQsiMFhiJU1bQLMeaqFguVpDJ69eAIcHDMiORS1YCBEcBKY5EWNstNO2hECiC47G0gaQXAylQBJIGebZJMs66r1pPFFtzS3InKa6FN6LTYIC3itshGBQmipajQaXVJLhO2rreq4YAwAoGE2h5SC+s1w2CATSOSAYlVVDCy6LGEK5xPT39if+ecvqWw7PeOKekFmDBrR2+UvTI5DKDVwqryPiVXiwIA2bUJKnZerSZYbKYCsojFlC46sRs34SWJnunyuR7/sHolfuzSi3HCcfe9nfYEhBjFbGzS1Wp459M11Zck8DZQB9zG9eBoy7YwDMO6l/LwqPOqEmbPdDQGfAdFeW7UjVeOYdcnps3bni+vuiNruCG/RxIeSzd2lzvqFmDEfE0iMqAmBYS1PmsGpq2ztLkP9y7PFxNrWyVQQ7nHk5UXr73/8uyUx7D5SOI6C4CQzfKSEFp7UZlQesI1cPNGnFQ/HD/1pDsKNu/4OJCmudcO8XBgfcjOPvhcXH7hVXjd0X9yp4/4lp//tb3+7u33eTMA4DUfeAO+esg1ICeLgETChMCMYdVjqZ6kBmuOGG2s8LH1X8FFF3wHbz/6/7vLBLDWN+iuFtyW/Youu+oKPPcbH5CFfUPEvI8Y1B3WDSczreG7KNFVEppChaBOdCVcWffOgLm6w2Iz1bLEWTto2bI5bdgbB6tFGkPs30sTrMiEXWE4U6XjNUWReniAxVEVVdpIp7FK1SkRhLmqxYD7BFDsMyylwcXiX1LWTqPIgetTdYNFtMbWWIQdIXltuU7ZvAsQ0IEIOAzAILHpJvWBUA8I6z+yti+JMSWl74KlgzwYFZxqaLJZFIC0EZXgpxT/Sv5e3TOZ02tg9xYhfYZFtKbJMSDhtIqjph6lBZsYm9WYRPlj19Y2LjuXbIaGlEKoKWB9NcZ0uAvzVYvlfoCd7RDLbYNpV2mlhwImFTnvqhjP+fq/4Qz6aZxy0u2InhmIkSSl2ztpFupyry1J4Yqo1hqNtlWF1dhgEhtsbeew3A8QWdhX7yJCEHbFu4ilpgVRdicdVqJpGvk2GYD1Tho6ilQ035eOZVswNgkKdMuSaqhmyTEnIMzKsnkCHGfYmYEyJ3CX70VMYKlKn4cEaiy10lNuVjdwffIyyayIdabO80/AkSSQrFVAx6JGsvvfs8dUfUOsRL9nAaXTWGFXP8SvHvV7+58RKa7rAWbkXjhe/KSfxUMvOQ3vCn+NgRPxYuPDbb7vex3/68m/iv/6yjl4j/uIblYhTQivG4s1GqsooouSq/7OQbfguR/9HfzLk/9gv5u/TadTPOvMP0LwjMd0R+I1z/v1/fp5Nm66+SY866x3JIMl8gGbFkMqa62d+GzMVy1MmNoVFtacNANyLU1PYhGgOZNaMzeXNi2eOQ+n0ea6apwEp0PXYsFPdcGXxl5jrgFGopIdWPvZWGmqdoiNIpuzUmDbWCsnpY+laRowu8nnHip5sS/ForaJLLgphq5LHhq74jC1Ubfc/qQAI+CcNzcg1amvxtC1qZSxV3ts8wpxlKlsS13ZRi9sRVC9jGTiQbSbsNR0Az1cirJzdCzHsQZraQOh1GUnlYxaFJ++U8Hw2PcqjevsOphDpn1fS3f15LPGBtYXhZOvhYGnmgIGantvrBQzRDvConx1LiYgb9qTn//qv+BF3zoRL332rUfRzIR+pQZ51j8RzjOcEzZDdB3SDmC1a7DsB2njdojqPyNi5XlN9Txn52PwtNOfiMl0itdc/VpMXNbYLFRTLKn+yTrY2rUxy3wzADPxcjkXrUTcqnisymnkuzTXyrlt/i1t9El7ZKxkNsfLqRab68bg2Zyx4KNjn9KQtZM2AiaONs2QJ4bXZojZMM+qqJy6rmZ/k4aK1gP6HOwKQ2V7Koxjtd8Fq2sHz17KfXbMe8K4V4ORubk5nHzfk/H0C5+J8+c/iDiUyHJ/j8XFRSwM5sFBvSRc7mZqC6FZFQ9dl/wfagqYuP13fn/8gbdilc1yOqDfOAa5iP7m8T79nFe/+2+x0neamGfAiyDV+4ieOnTrWqDq4b2Uj27wITVxKzUc1nAukEsLmAnyKgibMfB9KlnMynwpVaxVe5G8DMDF5iwpgJEKT81BUnwyZKEMFFCRR+VzSs1KHEvWIeWh9al3YHjXo0psSsC8b+EpFDEokorfSlQNkOSNnRMNPXDWUr1L38PSOyWzYgQ0Q1I8xAYskEy+2hhRkU/RrCzqAeQYFVsVSvaBSIyHgomKAgbK0CSmA1nomOWnFp3qxsbZHyJtSLBuv7OdX2cZC7PXl3MZUQurNors0KJKm4xUAMlmsqKgstXeIaaHsKQDTO+DiA5+5txNQ1RRBLsec5XDpO7EJ4ZFNE1kDQbzHFsZApN+d1v33QYD1DqwY3DFIE/gKkrjPkTx/9Dvb/PFU8TIt+ma167HxNXJ1v6S+GVs+cIVCBwxf+QED7nudBwxfxRWuzG+eOjHVexp1uicSmtnwAi0bJisYR2lChQrKzexqqe1LJUyYsZCRI+aqgxkkNk/Y0vM/K6i/NxVCDOdZpmQ/FLstabtsufaKRBJ/jWJkct/yiZ58uaQ7riBgFbbHLTRg1eHeM70aTjs5MNu+37uq3GAGbn3jvXr1+M5T3gOvnbevwG+BTU7ce6XzsYjH/oj+63HzDcvvRgXb7kSvEkapdnDk1XhnBTh5qrpiTFyHcboce5XzoZ30j6+rhr88EN/+Hs6n+XlZXzxGxfiwsVvYzyUB7BxAUtONpa22obzLjwXj9oHn3Pef38VZ463YbmCuD/6CD/sMRh2GNQ9RnWHeS9GXlbt1LisirfrE0zomJw7ZcnwLI3QHFis0r10J01aCwMeqiOwxYYod6G1DbiioB4evVLE2geGAMdyPFtsLRUSOIsy7X4SRGgp75UGcNm6Wnp4zLupnE9RHULgBBCMRRCgk+elS2mmmEABbDvgLLyz79S4kDYv80sogYWYQzlNHWY5X6XCQtsESt2A0d85JSJgxK6vfLZDXwAyUgMqveAzI4GaFNHKRpT7i5SalSwwzNezT4Csg5c/XP6RFJkxXCnFRwRySB18E/ARxJY+WTa4/LwCjKjeLGNfow0RIRI4aVCgPV3yXLutcfj6DXjItyt81QVEMBgRcBlUpk7IAE64aT0W6wUM5m/E4lE3J5arib1qmiRdNz7yu/gOvovIDkPXY109xCGLGzHpJjj4u0dIVdjiDXAH36T3JaZ0CwOJcRMmJIOPEkik+6tgxNLNnrI7a88eHTTtxLxGvIz0HBhDZiyZpVsqiph9SmYFtaVQOnURLsArszmmZiBlz4hNSDNEzMBXquyYDZoIC7ZpYROq6i7cJg+AkXv/GLgeznWgI6/F59o34f47H4SlpaV9Dkgmkwne+99n4iuHfBcLoKRUt00WyDl5SSv0WPJjLLgJ+spj2tT4fPwL7ArS2K3fuYQfxp0HCX3f4/JvX4G/6P8V9WLAkn7uoFCyT4/bjjNW/ho/NH4whsPhndaQfPs71+KXNp8LWmBQJbRzVQcMmw6jpitEpR1GlXocaLRWu0xBO9UyVFG61TZRql66mNvLO2Sr9IHrEgsCZJ+KmZJuyo2wDNgYgDHLaMkrI92jCgHOSyqjVU1Fpy6OXu/p0M1GwQ6sKZkMIBoKGLlpMi6zkfqpwKVc9u79OnJyR85fltCUAjGgoYvxnJvmJZeR/B5KwW8qfbRKnSKyNbAk0XEGbVItFFJfmQHltFNU8aJUANmGFSEW3aSVUG72sxQslpUQpuUoU1dmWAYg+UdY1Yddp6lG99NYY8o1JrHCNGa9iH33CEmvWKrL0j1WqmrX2cBZRQHsAK+6HAPNlQvoyCESZ4ZMwYNzDHS3TYw/6UcegweddD888l/fm39oc0+rYLxjVBF48zN/B4PBAB87633YWr0VHXs0VGPgGgxjtxurFljs+y87+uPYzB8H9fP43Sf+LQDg3z7zduw4+OPyLdsaBBFj+7pLrELSaug8M2bD7o/MtSyK9jTLbgmsVcExZU8am8NW0m3/Bspj2T0p2LXb2E3Lq21MnACgXB5sLExFed7YXKxdALG0Q/CIqLgCAViea/G27p/xJ9cfdpdpRg4IWH9ARprUTY83XfFLeCr/v/jhfWjny8x47if+CJONUwwoouynkMrW2KWmZBbJAYSh6+HQImKKjj0W/QTjqsZ0+r15pPzdJ96N8zZ+EZsGPUau00goJk3FnGslumkYb730eXju4ptw4vF37sEjAoZLE9R1SGZLjQ8KQvrEgowqSTcMnDbZciG1kre8cZnT7rRNtzU0M71F44IwI67PG5mWzYoB2e7XLoMRM8vqMwiCiUY56UPEVySiRi9NxNDB6fEH1CUWJA8zVMuW5E2R0rCoP8BpmSklK+viSsLSL8aaZMMmp23VXTITs/da+qQU8Vmbc6Piy4Z8NsrS2pwCCAng1MgeHuatYmAgwkn6RZd7B8DcMysK6PSz8znGpA8oyzItqu7YI8Cr3b6814ChsWdQUBYgWoIpVxhHacA2ibUIcmONlsUUL2tOxJLe5sk41uqnIqZvvbJFjQokl6px7mZsGyplR2DZ+HQDjAQ4B7qDvau4YqCOcHWEqwLqJqCpxQzPUQTCrKg36St8RBMDWqoSAJHvmOd4Squs24G3Xvo8uX/HdvAQgelzD/5bHLTpYFzwlf/Ctzb+ifQ2QvLaleNZBRTNesYYmLQKHKm6cuh0fgIqXGWHWgG7MSG54iXDDGOPCdbQ0YCV9oSBNFhE8awZ42JAIw+da+gRycqTA2ruUy8bS7eaIHqgfZRGrkXHIlwFgJ369102DjAj9/4R2IGYUillPZjiM9e/F9/+xKV44VN/8Xs+/tXXXo0/Pf8f0K8fY67pMKqk0VhVIH1LNzhCpkE1Pykug9LoicDScp0YlZaa3Znxug+/DtfNX4PhUIRrA5erOSoSt86RaxMQmLoaZ1zxRpxyzVPw9Mf/5J36zKW5CRofsleCakDMvt27zH6YP4QZhvlik2qol5JTTWN0zqN1VUo5VAr2BtTpxlmYb1FMi0sehUcJLAWUtTxUbMQBDMekvS4YtaZfjI63iN7OM5USotRgZD2CpYAAgkGSPFRLpKkBOVM5nx4+ARgGVBfBYF2APYViSVcb9pTq0G+tIC2Qll6uYb0Ia+POkr2IibGwVI1fA9oEGORKI9u8chltnwyn7D12jqWHq9lvGxhZyxDZBe7JYzUOFKg5jLnBahwkFmSsf3cqKJZS5XyIwNLJuSe9siwVIKYrYUTUyvKMqEMgpxvoIIM2YzZdBGupObMxQozP4Qps/rc/ROMC/uiJr8S6dev2+KxsWL8ef3/ao/G/L/0ctgwCqipgUPcY1qKDOnb7CC859ikzjUSNGbS/Zd4CvkwNKsMVyvle55SI3Ctg0AwwGAzwwJMfBrr0f2Pz0h+hrgIYkibxkOe1V4bBGDWbk0SzIMCA8sz8WqMBKu8/kOGIpfssUDPwV6aI8nyd7W5dMoc2USxNaGutAapSPxW5AamOy7xohtSluexK5usuGnzADv7ePYgIh978EHQ3jzHx2zE+5nIQGO1hN+Kq73wVH/vcGXj6jz7rTh//om9dhM9f/kVcfcjNGLoofUp8l9wObZTLvi0oPYvltj0sHjEp2gkMcrdDDFeMK666Al+9/CsgAr6zdCXiuhXM+R4LqqI3Wt9TxJAyGKl1Y+uPuhrbvn39nb4Wc02HgRcRrm3etnibc6rpN2rVbEhTti4tViYmxZX3h3NTjI65UiJlVyXxWY6se5iVdFB3RY/cop7SAkUIRDOLi1n5c3GuEmXlapKoYNIXi2jJehiLI0vkHoBOggqUor0kNqUMJZyCCfs3IbcZiESJiTCfDRDQAOmzoe/JvTaQfga9JnaONji9gozjSMAsiRILliVfS3v/7sAGBbCTf2fhcNoMbR7YddEUSaru0OgcjAyA9DnqWDQiYu/tMGVp6d7DZRFtsYFZqaiB/8jW3bUqrkGRsio2TdOSQOdEEt26iJC6Oeu1iE7BN2Pr4gTjehcWqg4fOfcjmK8H2LRwMB73yMfPXK+mafD4R/0wnn7Npbi5XYHrGG6a++wcNzoEjz1dUrTnXHAWrh9/HV5Zg143bGEG7JxzatBM3AwcZnWQ3isGPv+Vf8egmgcAhNijWidABKTPBAmDUnGU/kIwfVCeB7Jhl8few5xY829KP7fz0rmkl9vuv5mWAZCqGYp5LVkLcCzAyUcT4TvH/NwV87aHR1uAK3ueowLTSayx2tcY9/Wab7CfxwFm5N4/fuUnXgUAOOeCz+GT8S908yXsOuJ6/NfOf8fTcfvByGQywY6dO9K/P33p53D+od/CApBKdi2/HAv6NG3ORXRpSviyysND1IYODPIdtmy5EZs2HXSbHUK3bduGcy/5Aj530GcwVIvlkW72Vpdvm6EjxsB1GJHZmKsQzjkQRfR9j1u23gIAWLe0DsPhbdOVlffYNAWw2CHS7EKfnzFNA2iqY+RazKueIn1/XRgectBP45Yd38XN/luILLbliQVQUJB1C4TONl4FKimKl7ckmt0GQwSQ5bDor3ydtSO3+5Yj+1JjYfd5bRmxbYy7V5sYT5KJ43K7MFCgG4KWhwtwicnbo9Yc+e7Rob62jEJptreLgR1LhZR5/CwUzGDKXhFB6v1RCBuLzzRhoH121EXeyoNzbKtiSQXmosvxM0DCo9B2gNDFKmlrLJVj25ttKgJgpNtvEu2qroIVlKSNTc/T06yg2bw9rNKJbV7ps80ecCRNGXut3HfOGtLJn8Z3+PzB/4GR77DxusNwypb7p+s0Go6wtLQEAPjdn34xbmtctP1f4U64FOBGS5dJU28u8U6W/qiQRb42P7MQVWcDAZP7vhNtcU/qNfPTMSOQS8yWgcrdNByUhcuzsw9pvpTgMwmw7fcsa46dhwiz5RhZ4Jqt/g242/OYq3FEu2LfMsDBQxpH2jWzzyAgGeqVWpfV2GBHGGFrN49b2nnsbId3qejigGbkB2hEALd0C2i0hDYygUJ9629aMz5yzsfxT8PPiODKRVSHRQwLfYi1Ti99I5w9JDPRlzwM01hhTDUIjAFJBY49rs3iLnxo6/PxhJ1/g5NOOPlWz+svPv8n2H7Ud7GkaYoIaeYmvSeEYfF6LpXmRwda1lpBRJay0UdcduVmvHPlD9HGCk/a8Vw8+wnPvc3rcr8TTsIHj38DfvEzL8VkvkvX1zYBR4y6YI7m/RRLfox1fjU3UktmWLJYOWLM0RTOMSYxpNJCswG3vDiYMEgbkbW755yq0Qcyco7LdksDgAtth/zbFXl6W1DtvtlmHKE6DJ5dqMvNYO1wiAkslcyDK5brAKhvQkRFDoFDopqzn4aVLO6diy0Fgzb6tKF7SeEgbyh2DRNTRDmlIp+bc/qZSt/z51vVRQn5GJT6pUTWKJU9WgUaVt1gm458rgCP1djMpNvsOo9ciyEBrevQqHbEgEQXa7TRqyeLg4/CnElvoD75/gypTyXUHhE74pxoT6LoMgauR6gEuA28L7r7ekyDhyNgUElDxrmqw0LVSoM734KPvRJ/u+UXsCuMMI0VjrzmVPzWs35vr/ds7agQwGCsxia5hpr2ydYyRxEBMT1HYlZm6eHiuUrMXPZ5MYYCypzKnLanJJdR2/0r50o5Sq2JfZ7do8AMRw41QnEcmnmfjTzn5JVrwYgJ1E1ULXqpLs0XeZucOa+ZmzIn5fX22aat2tbP44bpOmyZLGDLeBFbV0e3+x7tk3GAGfnBGcyEXd0AQ+8TdVv3t78F+B9+8A24dP67EAGd3OcehBg9opMW9ol6p6LBEyJqi77WlHhOYw0zyppQnR4o0yQMXHer82k6neINZ78M8fDtWKy6tMF17GG52DZWid5kYhAzWq6l14ZDmrAVRew65JM4a8s5OGTDGMthcIdEeUSE37nPK/He/34vrj3yWhAgNfu6uNUUkkZkoJ1uR7r4B4hHxLQd4RHuL3HulvcAB12MBXiJ0iAREyVgYdUk8oO1/UlKel9eL9SCbWQW7Rnda9fc4IqxVKbwL4no8hjGbK1dmEtoIqyMxYjGtuTPMvaitLO2SNSOZeZiM3SzbrgmJi2bguXzwMz5A8IWiNV8nGGN7JxTlQRiYq3SdSxAmAGR8jzLuWrC2XKUjIroRESgPOFaomQFIxWJSRujEKqGJgF6YcD6FACAkPRPojmS1u99dACaoo2ApcvkfCsF7yPfYkQthvq8rcaAVv1YrOpigaYCLvTbdlGqeIzOr13A0PcY+Q4LVTapk/NjeOqxUHVYPfyreN1nfxarYYhprBD0fDyA3zn9T3ZrnPn0B74Gq+NVrCHy8J0br8Z5698qQmZ9HiJFTLkSF1RjRgoNRnoWGVqenOeFsUG7MSl2d1NKxkDG7iaSSdeCgg0sAFCHqiizNzZ4bytc4TdjIFZTNY2Wl0s/qJCCOPvMKVepCs5M8NIctTUE2tQvVtipjMjWdg472iFW2xp9X/r63gXjbgRG3v72t+MNb3gDbrjhBpx22mn4y7/8S5x++ul7ff327dvxe7/3e/jQhz6ErVu34thjj8Vb3vIWPO1pT7tdn/cDB0aOPfwYPOaiR8CBcUF1MXYsTjG4DTBy5bevwoe/ehY8Ma6auw7jxSlIqW2gKNGM+aGznHvttHMmALMmLntiRFCKbjux7YHn3J1ShInAeZe+D9t2/jhOf8ju1T/MjH7TzaiafrcN0CIL1o3cEQCWJmy9GkYhSjWH0d+0uAy/MMacRpd7i+73Nk687wl4zHU/gi9f9yVcddSl6edGcw/VQbGhWQtoicgcIgEXXvkfmK6/GoN1y2ijLF7mFCr0sUXMhBz/mSYh6wxsmxTW1xYjwPqd8Vq612AG5Q3cwEKpn3Aw7wstXdWIUq57/hz5bgzoJmtktVOgU+a+AczYqZfgxUAlFZyr6YwApG66II/IObOfNDFUnE8x1q5TRvd7jUStkgYoBLqq8SicRGb8RWxzs28Ximtjn2L/tEqhvvgDiD9FR+KYapVnbZTKqkb7qxjLl3rVAABHVATA9fBqstayx1QFqqTl4Sh0Dnb9DcQa85WZg5jYxGTWpYFGZHHfHfsagJS/SidaAdm162f0RrUTkOznO/D8Kla7eayGQXKJbSjgX875ezzmxCfigac8KF2xo448BnsaIUbENj/1shmTzvXM1oUCNDLn5nMMoErvVXCNXNJrcLm8a2VKjot7P3t/8/uMaeEEXpX5TXMeyN2ZMqMsrQKAqLoPD/HBYRY4GWlWkVIyZqUgutdqHAMpJfiP+ppxbLAzDLFNgchKOwBNKvxiPA4Hb9zPXXqLcXdJ07z//e/HK1/5Svz1X/81HvGIR+Atb3kLnvzkJ+PSSy/FIYccstvr27bFk570JBxyyCH4wAc+gCOPPBJXX3011q9ff7s/8wcOjNzn2PvgV4/9ZQDAdR94E3bEG7BCYlR2wnH3xY6dO3CTaiVsfOWqb+KMpUuwUE8xX7eoJZRMviExPfDZhpjA8E4YCOLMlERWwFK8F9CIhKQRmz1wNYtJk0NEPOnTuOryjTgdey5FNmFlWdlR6fJhoq6ZBxcEKBiJuvjYzy2KMiHczslNuObaq3HMHWgw+OM/8uMYXNDgarokOaqaAVijtLiVz9qmaRtT5wnL9/0kHLGWPgtNbf/vlNlxuhlYDtgG6X/WiuUyADRQJtUTBjQMCJQMh3JJsPiR0mdYCkE2Z0KUhQSW79Z3UAFI0p2xPHVMAGe2QsU+Yw2jwLT7PUQOpkwfYZvMjBaJVeyaKox2X6HkGFmzU6WS3tlqJSIkUzpHUG2GHa8Aw1yyJ7Tmc+VqxiI1l98j1ULEAka66FNVlWgbQjpPq2oqrwdDgYOCi8559JWHD4wpSb8gq6qzM5KUWsk7ZQ2K/WFC8rCR9KfYsVsjRSA75loZct7Alb0z3srep6yQsYfkGFcccx7mrpxD5Stg5o4Dztc46fiTZn42m+JQeMtIpeN2/XM/IAeOQKCYSmZNqZOt0TPjZmOWI+AkAF87h0plSDnPbG6CBLC7wpE3v0bTunY8BpwGERUCKiZxZCVG4AAHKc8NlLtDGyAxNsSsDyNI2eKsEwksLRSWwwA7uhG2tnPYOR1ipW3QTGo89SGPwOLCIu6ycTdhRv78z/8cv/zLv4wXv/jFAIC//uu/xsc+9jG8+93vxqtf/erdXv/ud78bW7duxbnnnpuqv4477rg79Jk/cGCkHK/9qd/CP//Hh/F2Pg8vvuq9+Af6eXzim+fgI0sXC5DQycq19BgZVR1GKgztVJxqCv1SrQ/IkhAR4cnBRQY5gCKjRaUOg/K4WhSdc7Ja3knWzEno/FhQrnsaycALMZlMAT1MBGZirRnBJUX0sUKnC2yZFyZwykVfdczHcf3XN+N/Hf2WmSZ3crzbnunmj2ARd9Zg5DbdAU5o1VihUyGj6CVcWqvkWrGkFUjA1CyNrK9THYIwFrmPhg1n8IJoxu20fH/6fzg4aKUFZ8Hj2iEplbzplGWG8u/Z93i9J7ZZlQs96+dKL42c5rDNZG3aI+y2mcv7wprNBBBnWU9rP8sAXRbmZoMy1d5oVCpRs/T8yCWecm12u44JaOTnYkZDgFwKal4icJgx8IpaemvfuaKYwGxDPYYk6b6oVWktFwZpjkHogUqOP3Y1JqHGWHUnlcvVJ9nyHgByiXhDAexkDvVkJdViVjjnWnHo1fteVnTYfbXqoJTK058bgFnpB1juB+iiPneVXPdrjj0TN/cfwsi3WOdWEeCwrZ/Hli1H4I/v+96Z5846UJe32oKNcqMvTcx69iLcRXYaNt2W9XCxAEWuSAmo9z6M5Yzpmc0/L0G+ec2YtgsQ3xhjZWzeW3DgIN1+Iwm/7JhRkdcUo0NA2C2tJMJYs5LPQUuAdBQGRLC6KwwViMzjlvE8dk0GmE5r7IwVnn7OR/BJ/2yccuIsANxf4+7AjLRtiwsvvBC/8zu/k37mnMMTn/hEnHfeeXt8z0c+8hE86lGPwktf+lKcccYZOPjgg/HCF74Qr3rVq26z8MLGDzQYAYDnPPYp+KFrT8GLr3gPXr757xGH2qRJ23Ebw9F4pV+dpkLYo2cGR8ARaVQdUcZWDsKERKLUXt4xo1Pk7/ewqZmJlG0oPftkuXxrc6pOKQ+NNiig0tSApRyAIp9LmbYMLGdbRqgE+W4GGyKLNuW15/8KqJLtoR4P8Vp1dtzzIM3XA+R0U6ZsZuaZQZFBjtMC1AsE0Ry6GMIZqDBL8wwuOG1Y0FRJ1J8bS1UyD2s9OOx6O0jlRSA5MpA3aQFntvHGlF7Z87edBR5lWgfIAEVYMi3V1feZ0r/cuLJINUd4ppHh4nglQLHeLLbhrNWOVARYjxjTxFiDOgcze7NIuaDOkc9p9jvbBjQLC2UzRHZkJWtS5pLnDkAJjIipWZ82QdMuAEBFFi6KTmBkeiOSaiyPiECS3iRnrQSyCBJOIm4DF0PuEZi0tDyofinb2xuL4JX98Cz+E+k+kp1HO+NnU6feKBkQT2MtqQLS54so/WxsItvo0ly1+zDvplhfrWLJjbHoJogg+ayNhDd+8Sfx3INfj+Pve2K61pZecYggE5qSlmvreffstQFkpWZ+mpZDTPot0jXLUhtrq8bWAnEzEcvXRlJD0GfJ6dyWVFqhhyqE5tDrxRrcWQdpZkpAd+D6BPFK4B00WBERO/Y4ZM2IgD4PnfbNWY0NdvYj7OyH2NUNsb0dYmXaoOu9mNgBQH3bAGyfjv3IjOzcuXPmx4PBYI8NWW+++WaEEHDooYfO/PzQQw/FJZdcssePuPLKK/GZz3wGP/MzP4OPf/zjuPzyy/Hrv/7r6LoOv//7v3+7TvMHHowMh0NsXLce3kW0IxVD6c3LD5Yid3YYa+VNogNZKilKoZgEiVaWlhdsE+WVG2JpjmVMQdANx6uzpC3g4+ZCvOdjb8bPP/0Vu30P6VAbdotAbFi+1kZJ3cp35fSg2mbXUYVJkAVzZWEH3vyJ16M7Zgzvy1h174MBLcWUKCW4oJuP2Xf3GLgaU25REryJZUIplnRrqk/0e0ak+wCYY2fUjdalyN5TBNgiX9sK87GALI6145UiTdLIk8Cy6SEfx65fWQpb5uSBWT8QBpL2oy+uomwo2fI+0cu6sSVHTZbSWIvIS4EgIwMaq7IxkOqpbE6ntLx6r+QoNBZeJfKle2QKPOsKLNrhNL9N6GupgaBcvV1TAOgZMJWOWbALcFABMrgAF7ORuSPGgKT6q1Fxd516mQQETSuVbJJEwhJIOBYQMdNbCLknSplAApA2y4Zm9wfS7zpyLWpkMXpOkeYdxa6jY2HjGBlUAiJ4HVVd6vY88l2yB7AGftviHABCyx617xCWduLjl7wDD7j+x3H4wccidbVlY6r0HIt5aRt9q2tKG2s8/MZn4JvhQuw84nqMXIeRb1PKy+4NQwTvjqUCJV8DA9EuPUd2jUQTRwWb6xOosRfJ84GZ8vLUXddScopkrYsv0xotCkwvRkmsW56HMNUZSJt+pIteUzPCiCz3A6z0Ddq+yk80AeRl1r7+nI/jJ797LX7iR38Md8nY12BEx9FHHz3z79///d/Ha1/72n1y7BgjDjnkELzzne+E9x4PfehD8d3vfhdveMMbDoCROzIGzQAP2LqI727cijjoMWg9jty+QfPh8hoixsD3uH5pOyajXhfZXHpoXgWBZ3UMqQY+eY+I+t9AiEWilQIaVpTPyDnloJFTd9hNuPGGr82c+y1bb8F/X/IV+KVZDYLlbMvNylIW6edlLp9zvtgcC3uGRCnRIS5OsbJ4KYZO300A+4BzLvgcIoBjDjsWB286GF/+xoXp3C676XJ0B7u0kERQasTG7BBc6WFg544UmQEAsVQHRJLSSlJ9gugK4gygkg0wSjpFo+IK4nKh+BDMWYQoP8qggQC1tc4AqKR+WaOl0s7ahqUyks4AnEEp2SZln5l1HcZqSDQtrEbuy+HSa0p771KHsbt3iQJay5UzoSFO6YiaglYeyLsinPiPrBFe23kKwzG7+FsXVH1D2mhM/Cu6AEqpAwKn0m4b4nyar4adu6Wu0uaFrM+x8s2UWtHvkatV5Nmx/kEG6GTedZruXMPsUP6sslFfdpDlpC+xDdQ24gqzjGX5TFk3ZubssWEmasZGNNRj3ksncWPJzCwRACZcY7Vv0GqvlJQ2o4juPt/AdVfdF4cffGz6bNaTkzkYstcOFaW7N2/E3PIhGESPJz/2WRh/IeLKa4fKrIq/SjfcgfYQ0c3ZtTFgRpg1PTNH6TxDFPCbjoizTiTNDTZxPYGpbBbpkpC3XEPtWQxsTz0lxtmphsS+d34uCT0EiMywrkxpjrTRJ71OF11i1GxemF7v7NEKFq/5Fg7+6jo88sEPw/4cvB8dWK+99trkbQNgj6wIABx0kHha3XjjjTM/v/HGG3HYYXvuYHz44YejruuZlMwpp5yCG264AW3bomluu2L1ABiBdPZ95//43/iVj/w2dgwm2DQe4O3Pe80eX/vSD7wWV1ZbJZJzAews58wqpkPaBAAkoaaZJaVW9RTTplbSl5EIxD5tZIm21v8HE8bjMUYjqX//5mVfxyfn/wZHePEoSfl+pUUzXV8ac1lJm4P5Oph2wxbbvOzKX8TZItlAA89N8TH+S2zvR3jo1x+DR5/4GLyD35dp3YMtOimAjwOIpfuuYwenufPZjrRIixIB6CmiVi+MilzqkFsj7JbblsU+X4OB61Eh6qYUE0CxVErZTXStW24pwCxBglf6eS0YkQVb+Aw7o3Jz10sJE+0a82LNvaSqanedhwFJoAAmkOuWOt4k7UUumUzmdtQljYWxCXkeFKLGNXM9gw9X/GyNYJKhDrG554h8tpdJwxEekqaLTHCo0MFeZ5uOXRuLni0dltNdtQKR0qk3sY3IXYTT3FEw0KESXxHfK3ArT93NbOBrwfxu97hIF9q/NQGQP7dIq5X8mYAXBlPAyElPpKHzGPnc6I6Z1O+kwzg22BHnsCsMMY41PEXMuRbrqnFKTTF6dF2bgppGexOJ50oHX7gD20Z77Mrp+H+e/hvpO/3c034ea8dHPvNBXDB5f7r2xgSR6zCgAFd1gA9pfiBdw/IeZjbQ5gR0nlplC9v8saCLZ/nW8l89O4VrMi89x1R1KPdKITmZ1i9XB1pauAwwZj9HWTJtUOiIERVgkY9wnvGZ0c246tKP499OfkBae+9pY2lpaQaM7G00TYOHPvShOOuss/DsZz8bgDAfZ511Fl72spft8T2PfvSj8b73vQ8xxtR8dvPmzTj88MNvFxABDoCRmfGXT/njNZUBu4/ADl300lUTBK80tAOj2q1zLGPoWzSFun5AvVqVZ7Fb2dq+LEeTn8ni32qelw/egddf/P/gZcf+DQ7adBAAqJJfDLKSORCkp4Qt9aYfKKOatcNrjlmeUzmXShuTiXGQAqYigpjNSmdvDMd67iy6ESc5gfSaoA64gAkuPUz1YTS/gSOwxxQV5kCoycl7CegoN5ELu4UT0pa84ypVXHQaQc92B3XlW/YoTt19Dkg0NlPtwmKjTewQFAxVlvJYA0YyEHHYg+5zZiRgpakZYQBcEhLv5gWR0lRmbhcwci1GhbkdMKtN2f3arfm+yPdNonoBDPZ9xIAqzOpMCJhayKr/FREzo+EePXrUMaRo1Y5vf9s1SsBawbVpo4ydcCjE0TCTuqgsGaHnPhmUlX4olvpK/YwU2NgxvQpqjUVMl9cAWgEOAROv58oNIFttVeor5MDpXllX2U7Ljq0nDwC0XGE5DLAchtjZD9FHh6HvQB6Fm3LEzuPOxNnx49hUMeZcm1yWbcPvuU7zI2gq57aTq8DTH/dsPLl/xl5//+5Pvxbj478MQACYJmJToFK2HjCLdVtSezh0qpWxJ6PV778WJJTXXF5fISjTWXMofo8ENG0Olq0F1j5ixliP1HwxFIB47GvRtwWrFJI0fF0FbNswwU9+4X/jvQ/+nbT27utxdxCwAsArX/lK/NzP/Rwe9rCH4fTTT8db3vIWrKyspOqaF73oRTjyyCPxp3/6pwCAX/u1X8Pb3vY2/OZv/iZ+4zd+A5dddhn+z//5P3j5y19+uz/zABgpxq0huLZt8bIPvQnfWVxOG01F1lI8sxy1s3br8vt5P0VdUuSqWvcpApuNxl1a8nUR5AwkokZh0Yvg8t0f+3tchIuwummEh0xfjUvH70Jz1FVaOcOJIg1QzwReI6gkRrkbpoxskVawKpxYvK9sa28b6kWDi3DJ5s3wh0RpSAhOizKT5Yp1A0XWQhjrUFEE2IEpA6aoEZ0ZYXmKWHf1g3GfuVNw2eF/L6xJyjGX4ttMCZfivkrBlTTCM/HcmieV7Q7wTFRoDEC6duAZJsUi6z1VPJWfUAKRtU6iJUuQ74f1A4GyLg5R01DRORCLD0PeALNmgMAzwuY0p5CFrjMuwVhb1qz3mkowwkWka1Fl7tNTpr+kW2/uZyIpGHGRjRBmq+VKegYV0M7mhtefm8NmpUCy1uucrrm+p4dLFU92vjUFBZkMRoA9dfbaSLcORnISyfRMLvlblPcwid0FaidmoJyTgDxHktrIKVNr2gdN0WYRr143l7ts15pqCnBJ11BTxEhbKnRc4ZZ+AePYoItewZmws/e7/sU47YGP3G1+rh3e+1utgHjC/V6Er1x+LK499sPy+gTuM5AnA2MENKlPjvy705LgkADJ7DNo1y3rXxTE89oVM3+a1cukY5TVbzqvI2ddlP0uVSHa+u0Dah+SZ1TSYjGhZ8IYtFtF4T4dGb/v22PewfHTP/3TuOmmm/Ca17wGN9xwA37oh34In/zkJ5Oo9ZprrkkMCCB6lE996lN4xStegQc96EE48sgj8Zu/+Zt41atedbs/8wAYuR3juuuvx6e+ci6+vrQTw2HAkGSBqKwjLcX0b1kwchO4BT9R+j43WKssflozSYTGVv2EAY+0cecyYoDwH1/6BC6O38L2Q7ej6j0e8dDHYPN/vQ/2SK71qEhUa3pgzdOEZyKSLBGT8zWXzqT10I09C3i1bHLDMpbjKhzrIpnOJAJOFibaCwALBgDWaCuAnKJgdlj69sk49aAfwcn3eQC+++VvYeXor4CbHL2msmSSKhGJllhTIPnzmTnlntO3LT7U7hO0DDanDvI1Kil8Y8Hse5XaCtKNaxZwzPo+pN9hNlfuNEev0FIACSI8AVGjT4eYUzXl/SuAlN0zlSxkka4BGMrfqUwSRRAiMYgVUBQAAMj32NiLmrJmxLN45JTpitJWnyGeGo45iSXtmAzMVHvZM9MkvUsWahu7Jde6nO8l8Mv3OhnrpeuVReRJH0HZqr+cp/nAMp8dggKTDGisLsquiTEA9vkd+6SlsOtdUUzXErphmofKUNs4DFyXUr7GJopfURYPA8IybO3ncUu7gDZ6rNs+h2Mnh8Mj4vTTH4fDDj0c3+u434mngAFsv1QaarYHfQ1+/Y78fBd6G9OYECRCFzM7n3xB5NmXOW22gN6AQxHAmKjammAaG1Y2zbMAkMAKNPN9hs59Jkqasj1Bm9oFDCqRlXeOESOh8gGVD3BO5vYZ538aj3/AI3H8fe77PV/L3cbdBIwAwMte9rK9pmU+97nP7fazRz3qUTj//PPv3IfhToCRtU3iFuYXMD8/f6dP4J4wLv725XhjdxEWhsJ81K7XSEX+VJoaGbhOyw61xwX1mPcTAHmxLztLQn8DzObh7XVlJGAsQdD0zXmHfgrT6OHYpQdK1PIelW5Saxdde1AB+fhey+IMEABArkSx7qGz4MAamnXRqy5A861FZ0978CWaFwfZMhVVLiIWfcuGg3RdzNjMDD0DE559/5/HUYcfhZWVZTz39Jfin67+FXDTw5rTReQonIpjlYOZtIlf9oUpAQEADEAA+t18EWxYky57x1oRo6WNzIRMYmUTnuZ3rk0d2PnZuZQuKmlDV9GkDWmYN6tRKOeXA88Y2jm4RJ3bdV4r4CyrQmaoduRNFth9TifbeAYiuWTxn9+bHW6LhOaMj0ieF1lfYBGsiW9LoSmgGi1ArcLztbH036xmQEHrDHu0lh20+USz70EGJQTzyCj0RYXA1Px+subLNCyzjIMjxhAdAsnvHVszulZKi6OUtNbaRsJRhKV5EnOqMLlnKVe9pVvAd8br0UWPg3Ycif/xo7+Agw86GPtynHziKTj5xD8AALzjUy+B27A9XbfyabKWAsammaOugCiv31sqgUB5nTJ4Br3q1hhT5oF4vAyoT9fZUoXWWyoSgSPS3OvtOWICkVOAnSS3sKBkWMlz31RBhPuRUHm9p04Azz/Pfxn+YsKmDRvvkMPo7Rr7IU2zz8HNfhp3GIyccc7H8U/Dz2JdPca6eowHX/8Y/OIzfnV/nNvdZhAx1s+PsX4wxsbBaiq/Ky2iJTcvzd+sv8WQOqFVd8Pf6cgzlRM2azwxmKNGCdCokOCcuA5GOM2fyyLnkr4klwVDreW76FM3VEAedCvjBWY3P0C1L7C0kvTsgJ0hSRS6GmtMUaNlziV3RAjMKDtVCBiJ+p2yYDSVwRYPieX4TfptG5AcR4RlAPDh/3oXbrnPR2WTXMyJjMQmZfGEpML28CBaRLm3u7J2rPV4KfU+a4WPFvfbedtm27Gf0ShkfUEGREBZprznqp1I1qWVi3OzPL1peLJeJ5g2AjRzvnnWyT2rNBUlZnCzdLsnxlqJfyhYKMfKRBXfK52vbgbi8pkj+JKKymybfDezZSdlo0qAVJ5XCRiSaJy92LQjd/WVHiU1rBOsXQszO3OQwMHAZ2CHCeoEHEswYkCoKtI/exoM0Xl16Z673Y5T6XFKjUXHHqtxkDyGJlxLfx12AIkWwnxurFLPhL3b4zy293PYMlnETasLIGJ8ceMWvOxLf4r3P/XP93ie+2sYY1YjYOA61ZVIdR4ctAQ7+37knkRcVD0Zc5f7dKV+XSpkTs8BZtsC2HonzyYpk6XsoKaITDgsHieAV2Z7rtgVKxe14ECeQ7uvnxj8F77xmW/hTc/9o3194e42zMhdPe4QGHnJx16DeiNjvp5gvp5ivprg2k2fw5+feRle+Yw37adT/P6ON//7X+OLzWU4aN0EBw+Wsa4eS1dPFckZRe8pYsFPsOCmGLo29V1Za5dcRp0MocgBaGTAAAIiLMJyqiJnOMfoFYgAQBc9opOjOQ/81fk/h+awW1TPYZ4huhDHLIgdOqGlI5emWFkrYFqYhkLu9Js0AbLhHX/Ny3HSsQ/Btl3b8InqdXL+pJF15GRWZZG05WmtJ0bpejm8ZRE/c8yrQQA+csnfYfnYS0AK8igyPAm4ql3AJ274/1AfvIza9WmjqDjn6wHZjI3OtcXazt/T2pw2o9Iqj/KJtTRN3rwLczUAIAenHXRvbZQQpmcFhcj+H4ychipZE9vefEEnp+MgFE6wmaWw77TX82CXreDZzOBMFGsgykzYSmOy2SHgNYMqu6d2v00Ya94kxphIh9TMOpTnJqWWlbincn6eUjUNrGpGms012jLBHGoF6GXTPksrWQnnJNbJnMtYDHMbNd2IfbceDlOusSsOAcZMqgBAoTUIaCmi4pi+R2KbFGjl6jRLiGVgWynLY1VABkamXAG6QXccESNhKioZuYec+98MSRpOLrgJAMLOMMLN3QJ2tkNMugpNFQDfw7nb3+jyzoxnPvB/SxM/zD4S1225Etcf8vt6P0O6jw6MBr2ujawgXQTy1pbBAC0hC6QtuGu0GSJg8xHptazAtBwyB6W1aU8Onnxa75wGOg0CfGTMV9Ok+audXmdrdqjB2DSKwHj7IQEv+dgr0YYKLz32p/Hw0x56m9fq/K9+Gf/fhf++19/fXQSs349xh8DI5KCdGK5jLPkWC9UE875FvTRG71r808ffDCMxN4yOxlMf/7z9c8Z38dgRd6LfsIL1vsW6eowFL0IxKrQWeYPNpWaMwr5bZwPRbJQLZPrfEzQtIXbbRJZuMALR+jFIFEUum2g5MKpDd4Aopk3FUjZdzA3IjDa2o5ZOmPmzNDrcuYh1Wx8PAFie+wLmjrwSDQllfNC6I3DSCSdjy5YbMbqplY0iBtQkVvfS3hz6nfNibE60EvUCi985GqfUD8P9TrgfAKC5eJS/D4k1eMXiH1G7HoODdyRNQyCj5cWx1tYfNhGiChAN+KwVnFqOvibN+89oRrIRXQYDpbZDvWBYG5QToWITR7okzCtHB5/suC1lYPPEykHNS8TSRhUFFR0DAGtPGJfTKZx9atbakNPMtS+FgHk+5dfmeSZpJjej47BhR08apgJWZC2MS6Ji+w419WCNhg1gcPG5dk3NeZU0RefTs6F1FCx5exMjAlqdwR4tqsQmlBoci4DzN5gNPu05DSSg396T0paaKsxNECndhwpBQ4esAcppwmIGUP5/M0lE+flweR4ouJrGClOuMVG31lTxpMJXCw4qfea39vO4uV3A1nYeq30Nc3StXMDA718wsrcmfhvWb8KWL78QEYyVuc9h/dGXyfV0jIadaIbAyT8nz02ecXa19TWb3IXEDjHl1Fm6lkXqGvobuTOueAYsSFJWkQjei5dUKjhwwnZnMCJrT6vNGlddh5XhFF3f4D+u/AS+fPUXc1DBRfBSjOva7di2Ybz3i3mAGbl9Y329go0NY9FPMeem0gANDFqaYse6M1I0ufPa+2LzZQ/EiSecfLt6l9xdx+bLN6NzK5irWixWE8z5VuyhNcp3ZEZiWYlv1SEMizgF8RMYnqEugjLKDUFyn+L0GVUo4VIEi7RQ2oZut25mQdcI36hPKQe2KFwixnIDMUACQNX9nCJVTEc47fgn4aTj74cP/scEces2zB/8HQE1xYM+51pUHNCQR889aqpSCaHltO0MTajqKWJwyyLuVz8cP/XjL5RrfcVmTEgeUqLcQRVkYE9z5rDKEYVQjARISqMqEwxbFUbZsjxfffHgiKAk0AWyeZLd0/IdJtoN5GAVRiIEht6D2Xbldq6mWxAwUimrljUzdp/KjbymXKZrqRjTfdi/AQWymiCbZX9mtS7pu60R72VCPGteSit5uzIlsDY9RpleKl1fzTNCjMrkvg+pQ0SAK+znTU/g7JjwULJBGS/pLVKRkxQVlykwLXtHhWmsU8v4sIbpSimq4loaKxXIo2X9DOR2DnYdDeD1+n8BLpnfVfq97FrYs2VgoaaQPiedNcuxOwqoEdFSVkoxRI+1Mwwxjo1Yt3Odm+hBInzvIsxDo40eE9S4oV2HG6brsHU6h0kvxxQgEtDEMnl6142DDjoYz3vKKwAAH/zEBKs378T8QTdigD6JzD3Foqomj0LSC2BW7Gsl3Hnk9U9Y4bxCcHGcWPw7A/QMSAAkg0rTn1QuN4uUqiHW+RhTe5CB63DdsRfjmihN91b7BpOgZpEpvZmftQ2r071fNDKGfB+OfX28/TTuEBg5erQNGweMOTfVRTxH/tl2mtEcuxnnti/Bse1/7tXl7e4+Yoz4s2vejHjUGPOuFyBCsiTNigxzFBQ11+zhUbGga4lkWd0iQ1q8bDPInX/1gymmdgjmWuogltS2GIqvyOzDa7qQ3CjNr2FuZq3iS0GegBL5NlCavNq4Cx/p/id+Yet78Lyn/DYu+NJD0eLXsQw/wyLMuSmaIh/es8eUK+TNwmkvDIfIPjWoevGx/wsnKSPCzPjL7/wZmiOXMWSPGkErB0ICBl4jIzmmgJwI6b4KFb95hKTjqWGanlkwYmZItmmMXLfHlMRaJgUmjrTrVswBq3qyYTnwMv3SaZqmFFOCizQN55bnBmTMm8ZAPun8kA1t9zlrPhxl9HdrI0X0UEAFJBZtytlQzRbqEowAmEmNQN+bNDHpZw7sCI0kmNK19STAuEE+307FjaZxiVHAOJP5coigcIx65ntEyCYwUSbBQFJ5rkazGygxoaN9r2GUCLhWq/l1JGmHstRW9Cd1SkMCmLlv1nzOovih61JQICBpNg1n/+MoG8ZFEHb1Q6yGJvmPxALE19pLZ+i7pKlaDgPcMFnC1skcdk0HaLsKdSU28/NVh2HYv8zI7Rk/+dTfxXlffAR28G+gNpZDU3FhJmCdZRRMB2VC5tnAa8/D5rWsgw5BvWwE2FmAlivXbBjjlp5JEn1IJEol8jVFLWUPGCizU7uQgoh5nmKxqtDFCj2XGiGr9omIfoL/3Nu5H0jT3L5xbHML1tWsdeOc+mX0mrMFdHMrqj7uiWPzFZvx5mvfhGpxFU0l6Hek+okyEjRkb1M6gPJmVSw6gtez0E5+Jv8NKoKzSIHYJQGhMAuaioC1bUcCN3FmQ0xkPszSXTxA9DyKhU8s580COT/i9oBLZ9SAed/i7678VfgrGaNbjsVzjjwLF+x6Dq4cvAZXfPyJeNLDRLicBIaqdK84FJu/Q0U1uugxd+WD8YJHSaS0ccPGdL2JCK899fX4+8//OXbc55szxyy1G6bTQaG7EBOzrJ9IVRcKHMX7I2tEQMWmSsjMSLGBrh2J/QIAigWQK+ZDISLurEqmABpTlujdAIl1puXiMzKzoIXZUUkfZL+Xsnplb8NAmUWTdvzMZpRBRLnwU160dfNk5EXaXsOgYiPHzKafIl79d6U5foesAWFYc0boPSNENeyj9Hsj1kPSQQV26KhCGWWKAFf0UbbpdzHfC/t+Lef32XvLa5A3m5Cq4hyipEy4xmqQ7q6TKBtaFyUF2urf9sdTTL4gQ98V95UQogLz6BCileqLSNKChD46jLsabajQ9R5d7xF6EwsDzkV4H9HUPQZVj6aSe92GCm3wCFr9MVe3qFzE8dcdh1c8/iV7nSt39egguiBPEZ45geoZ80Fkoz0ZjBq7Ayqb0yWgKMGwgd7IEpLlZn0OniVQGfquWFeAkYI8YS0FjLQa9FiSkpX561kKBFjnjwDFHkt+krxXcjotsy2BJnu/QE7/7Muxr4+3n8YdAiM1evhUu114/rNHZ428jG4Ot88C9u403nXmW7ErbsMEYzRH79SoNKSNwPL6gOa8adZ/lJnQk7iyQhX9BkkSwk/N2uwqakoGnI5ZpXJTOTghChDRXLptzmz9P/Y4KGkQbJOZya1qb4YERjhvrJ4i6igU82hO8qV0C+Oww47AwmX/Czv8PyOuvxBnfPn1iMd7zJh9MaWHsL/hcBzdPwvfPvS9gAtoqNprieGmjZtQo04R/VrhJpSRMnraAII94Ga65VXoWKfW7jkdJnbeZuQlP7e+IPLHFSxRscHq+Uhn0AwWS22I0fHpOGzvzD+z8k7R8lQwap45p8xscbXyRDP/ImVqCCZuni0jLcFJ1nbkrqoWCVqkH9PnrbF6L1icVOXD5nCZlRbW8NHe59K3zdcMQHKgZbjEmLUKVdLcxKyWJjdKNI8bAHpNDYAbyLZ7XJbw7slRtgTcgXNDNvuOBvKsMq6hHkRQwFFhJTTY1Q8x6StMg4KRIH/66NAHj77XztxOUil1FQCmBNhidOiDQwgOHHQtYYAcw+RkHBxi68EdgTsHtARqCQgCRpgYwQHjQcRkwMAwgEcR1AQ4L2LMygu4+dGbT8Hjjn84Nm3ctMdn7q4exx1zCrZ/63+hPerN8HVMZfsMpDQYF2ufgc2kkVqbbtC5YP1meA9z3IKQSJxY3ySI1j8mhra51KlQWNyjffo3IPPIQEgf5W8ixsAFjHyL+brFgp9izk/RUMSQei1o6JM7duvavV6jA8zI7RxjboAgbzFdQpciPd3cbLPo69s42t1ntG2LL37tXFy7+GV0G5YBAPPAjEmYLHizoioBEKQ3Wx+fNbqQklo0QOI4qtMoii0wi+tAasrFZDGyxpqSEZVSNcqeGZZigeWeC2Ee503QInFWVG+UZbkZAtlGnEEIXtxRKxZXxh//0Z/GP0CQ1K0AAOT5SURBVH/8KixXV6CvdqCLNWrXwacOnUgbp5+sx1Me/zy866zzAGJsqvcsdAOA8y78AsZ+W1og9iTKDBpl2sJlYGSoTdCMercmarbR2TmlzjvKDklun2e6jEo1ji1LeTByZ9B0HUki/HKhSuCHgMimhbBjZObK5lK5sWYglIV5di8NUMmGmauFZkW2+Vwj2zcowAhoZtO3e16ya6WPTBLVFiyP5dutoiFBseIcSjBprGDPDpPYIJBLOiibb9aTpy/mq31mr8AlzdHiXGZSRpyDo1IxkNOSWWTaxgrTWK3xmdGLXlxjZkm5TUOF1V61AF2N1kCIAosQHGJwiJ1sWtJkjeG83UydIwzE3gEdgSOBIuWbywACgXqCmxJcB/gW8BOgmgCutRuqz8LQox8B/QLQrY+gdT2qYY+q6VEBuN8t6/DkBz4GD7r/qXt95u7q0TQDzI0OxU1coWKf1joCUhBrzzigzydFVKx9gNZ03TZwmbRWWuVlVVRlWswCmVxiPcuoyPFIqhT1+bQ1choyMI/KcLVRUs7S6oLR+B5zlYiNY529jpzj1H3axPtdnF1bZkbaBPbhuDeCkaunB2FQC8gQLUBuydxaCamKdqi7Z6RpQgi4YcsNOHvuDWjmgaZY4HKjOZdEh4DSpchKdjAKGk+GoPpcybF7pG+fsdYZNQ+LpoGC2iYHcFA76AhiyW12MT9gsWCtDCj2MVcVRDaBq1fzMvn0EC0aFYfZXlX9niKqUGMymWA4HOIFT3s1AGDLlhvxt1t+ASOIUNFzzsULcxMQY8RLn/q2W70HzIxPTN+G6tjllGvPNuYGRFy6HraJ1OqxMOemmgrIJaHSl8alpmm2qSMtRLkHikiMBZ0wS0OzNWeo/gXaMI/k852WkJqRFcHSEyIYjJT1KU47r87eX0objCaBtNTbQFieS2m+wJijOJOOsbR7TMwN5X9jFoyEYp5kWtuAB6V0UtnOfa05nPVHsajVw7rYzoISoGBA2MFRk4B8vrooPj9XIhjAsNck0LTmXOwz7I+llop9a2YDMop9bRNHS51YrxwTiLahEkakr9B2Hn3wAkAiCZMR5G+0DogZxoZMJCXgQR3B9QQKepv0xRQIrgdcB7ipApGWUa0ymuWIahzhugjqIihExIFHt1Bhut5j5YgK4+DQrpPvVvUOb33Wq+52er3NV34Dly68Hgt9A+8CyE8TSwFkZk5SajIcGA1yx2fHEozJ62eZx5Zzo0ITMpdSgpatD1CVewJFn9KmzJJi7YsU3NTSX2x+JDp/gkcfhe0iYjRVJamyImVnflSNdmE2pqeb7p0ZOQBGbufYvHIoajQJkbZRblQbBD1OugptX6ELDlV7zwAjZ/7Xh3H24gcxGgwwcN0MKLAoUhYuWcTXRu0Ask02ZRfA0qQnW2AjR6VMie430yNgFtA4jfDt3S41vvPyHp6duSbY6mJG9bNgJEcFXfQY97VGArpIx7wQVySpoVb7W+zYuBM/94Xfxnt/5A1pkWOocDa4xExYV2JmwB1zOf7x4p/Ai+5/5m0ujAPXY85PsOAmWOdXVSTdJ5o/grA9zmEcJf1nAKDlKvXcGVAPEetKqmaCCis8QJcqLKDnbd8xoObcf8Ti/EzlZk+JBlJWGlnAR6uGVCFmk68kZC5hBAMehJp6DKQneQITZZ58T4K8yoWZDsOAsAhk6RUqqiRYDc8o7qbXKjUuNizdA6JC72KCTBNdSvRnwCSBcTBaV4m7JmXfmEZ7oJh9u0durmh/ZfCU9SzG+kRIuayl0CRN4mZSSXLf4sz98gokkz4DBd3PlJ9VkitYU48RdzPgVFrJ2+Yk9HsImnZRpqT2ArZCjAi6EaW/e4dQeXCglKJL35shFThBvli0WxcFlLheCx4KcFLcKFAE3DSg2jWF2zkGdq1gy+QqbI03YP1BJ2LpYQ9HrBymlUesI+C/P9UztzUe8ZDH4CHdJwAA7z/nl+DucxEY6iqM7OJbCqDtebIKPU+UvF1KMEqQdgM9oK7HEdZ40BjSaRSBs83rlNqLub/VNNQKJlzWAgVZ+2PUtDdTAiKyGmuAFx3Gfa2gxmufMjlXW2cBoF+9NTDCB6ppbs/Y2Q7h64Hm0pwgwd7rnwrdtNJ8p+Q67+7jbWe8Bd8ebcbUAyE0aFW1XlLMnS7ElhYAkDa8bEudf7bWKXAtGCEwgoIK82BIje3Sq7L+YKZxFjJ92HOmtXtk7U4w8FFQ8eXCjWKhzN9SFtCg9xUQxroNVfreDEL0Di//yOvw6/d/Lk57wKnYsH4DnnT1b+FTq3+LsHEH4CjpayKctOGubl3Jf821V+P9X38TBkevYN5JybgPDhtu+XNc374Vm47aLGIyzh4MxsIBUOMrj965VPq7esWDccLGF2EOhEu7P4fftC1Vv/gCTHqOCmBm94BK2RXzL7GN0UoKTV9jUlBXzIu1GR6iLCBl10mDPkjX0ZyGobVIIbEHyTSuYEssGuzhQWq+lp42nrU6B6D9aexzYiq3N0ZCaHIGyGBxThsmKpwzs0BgeJZlmI0KcCzlt2CQRqSsWiI7N83qw4QCTGtLboM4Dqu5X88OLdW7VTsZo2VHNkG3pMZyyXHZQDEzSjzz/3bkLID1KY0zjjXWClXNQyJEBf0qRu1t00oN1uRGxiivjZGETemlNJgjAZEQe0KcOlBPoF4ZkgC4VlgSPyGEgUczAJqGMABwy7ZL8NXtnwCBcPXOr+IBiwM0h/wQwsjhxNjgtx/5eNT13S9N7pxLQclDj/wtLG/bDpv418Q/xNxBN+V7umb+73YsYlRs3ZBjKnvvIdU5DQcBGpD1wkVGlNI7eK7QkRg0Cnvt03oKiA+MJy+9x2LAlHJKL8QicIt5TUmW8bov2B6Z2gBEZSSZEG4Fi0j6d59e9j1cvbvnuENgJDKBNcLughfasvfoOqEvw7QCJh7UEmh69wUjIQSc+V8fxjWjzVjdtCNtdOb9IE3dJB7rOLc4z90pd98sABSL+B5+phtGhQjivIDWKI2gdNNPQMSnVEPQiqVsY5zFerZJ98Xiazl2O4fSg4MABJKHSDxN5KdGbZcRY4j59z0TLtm4C9uXdwCQLsePfvhjcfGZX8MN7dfBR1yXPiNdJcf41Dn/itNPfeIem3StjFcwPeZKLKqZXL99HaY3PQyP+PEn4BOf2Yybrhpi/X2+mb5zmX5iCYfBTjaEVoHFKjFu2LEFDGB1rgKFIRhAzxXWXXUqCDWm1S2o7vMNWajAuz+wyvETWK8lcsSO3VNyppORa61pINNZkIi/0/V3AoRszEZ4pvTgfHBItFdWQCaxH1H5Mv3cnLYphX/2evs8yaWbQNCl71pTQHC6aRIhugBEaTxmmDmVypp+pQAwdmwBAfk6OprVARHUsj9dS/PskXd7BUqmwcob1WxkLKXvOQo1MGLzJLIr2EtWBkdZJ32e7RkysDuNlRqOVRIlK0gxHUKvP+t1kwm6JpZ6lqAMpIlcuyDVMTFqeigSYnAIUw/0TliVCPl5T6AO6FtCP+fQjxzCsEKshrjp2huLEIGw8+YrcMjKaeiWCZ0nfHfL1v3bWXYfjAec8kMz/77mE1/E1vEFGB55dXLbrSjk/lSY3VRFNK/NCZkQNGVeKyiJ1KfUTA3xC7GAseVeACZVmFJVrKdOOh/HQr/EDtOQ11ljj+3/Gdp/SyuirPy6dirqZ+2Hk2D8PQcc3NXjDoERrxc4cl7cLArgSOAg+VDXOtAUuHHLTTjs0EPQNHevypqu6/CFxX/DtAKIJZrp2ScXRgAqxpRFxyIr8X2IYPNyKBZSWyxN10DqnOkh0bWJH40RKS3K8zEoLYqmjRBnySzMyuxANtESmrmeScPY9iQLvkSdtjEG3XSCM5fJQi2uUShBNRR6duYO2UeHHeNl7Ny5E0tLSwCAX3rGy/G+T7wT317+FNzSBEnYC4aretx4zDvxjc3r4OgRM/dhfn4BQO6xQWCEbcfg5572p7jppi148o++BGd9fgOW4+Upl2wskPUyAWTx7smhItG/dEd9B5fy36NjaejOsUEMFfpd8/iFR70amzZuwhe/8nl8efvrsOIHebMGo15aTpsq6aZoDBWx/CwJLFFoQiizF44CrBlbhJjNOZ1PBmKtGmbtsBQG9O6VpYqz6Qp5jelO7I5HkLIxOv8ol9TK+eRUnFEqDqRmTgKU7JyTpT4HdFT284UwSkXKxcHYwhKIZzBuZcYGAAxslRU5oinJ76mKNFQJWSzlkhkX0Q6ZxshEiknrlZ4FeR5HrtXXzzJbBvYDfDJQK83qxC+nZCiL3iagVHFkLFLLFSahxiQIuJlqOrsvwEgfHaZdnZqypdb1BlQ6h261Qr/LoV3n0S56zN9yCnjLF/XqMjYsHod6lVGvEK6pCX/8rUvwk096Iry/Z6TKAeB5T30VPvCpv8L27R8WnQjlzryVMpnD+Z1wtRiG+QKeMhV2/GQCbgHe4tBbYcIVagqYsohMO2egs05BnGlJsv5IjmlC/z7mgK8vmA7SNJ6B7VknbkIbI1zgVMrd+X7vFyIv3ftu3H15gZlxh8DIumYCNKIjqHopL6y8R+srkGNMIklJmpOH7Knv+Fe87RmPxOMf/cP76/zv9Bi4XpSLUYWGkdBzVZhQKTCIZkAVMedb1C6gQa8CwmwfHUHoQqU/z+2/O/KzkdiaDUgWv2yulHwoEiuShbMAlKHIzIjl9KexShFZWaKb4BUV74+iXTDrbVtMvepD7POsu64wA0pnB4/XTL6AJ565GW984cvTeb3wqS/BJZsfjc/El6ZNgZHp1usO/VNcvc1jzA3GsUEbKxx9zVPw8BOekARstuFOJhN84IYX4Ieufg0iE3aGuZQ3NqfS8vXBhKRJaJk3C/tu9U0H4fd/7O/S+Z7+kB/B6Thz5l5s2XIjPr3jmajIodZ7ZRt5ACFCgKtRv9OikgwQjY/NC68bKUOcOiexStdFPBZ2b4LnCx2SlbhGsuQGIYAL9q5oOgekHkmlNmZvw1q0rzVr84gYkpSl9vDoXa5IKMuArVfI2jFbYKwRIRVsD3G6PoRZZsgqIBIhVLwPyEykHCdXoAFIHW3NVBAKvCtIpJub91HSJayl/4Ubki6zhB5zNN0tTWrApEP+98z3V3BsqcNxrLESBhiHBuNYYxLUTTWxJ/K+ZImwJh0WImEaKixPB1hdbTBZqTE5qMZo3Wm47+KLMf725di4cBw2bTgF3Sqj2clic1TdQ3afNeOnnvxrAH5tr79//3++EAcdfyE60jmIrDkSbxvreJz9S2qQMCPoUbuAKXdJ1NqxR+8z2yrl7G6mIgtAwToLIDfha342ZvthGWMISHA3UT2S3de2P1Dau6dxh8DIgp+AaqEeh75DW1foguRTV5oGO4gxASMQ0EeAeofXfup8XHDJ5Xj1L75of32HOzQu/O8LcN6ON2F+4xhgyUf32jhphoLTPJ8t/mLQIxqDkWsx51rU1CdzKBOLZu1IL3lo1yWUb/oRRyxRdoqk4wxFbD06DJzIhpZ1JUkJru+Z6kJXLnCzi+0sdVya9ZSvda6wZy42BWM5COb1AZzTbMXz//F1+NefffXM9Z1yhZqDvre0VdeIl+1owLc3nIOrr78A1UHioBlB4EOuwTsu+AVUBxPOnrwDG8an4sErb8Q5g9eiVlV6lTabXNoKZAdQo2dLcBIWx3j5J16OP3jkH2DDhg17nBubNh2E03f+A8DARZvfjfWnfED1KpSAR2o+WETOogMqkhR72ahTIzcg98vBrHhWBus9y+ZkgLFsbmZjTu9gpJSNVaQ48Jrj5mEltCXQzSJsaRympItcX037JTYkLfy5JDyfrx2xnIFW6WT26bOiVLsma39mcDoDmkIeXAAWYYgy1M/VNpTAgTFTiE0yxZvtV5QtyrP/rGwwNQVU7FGz9RjKhoH2WWXVkAerobGZb8lxBjGLhW2UAGQ2zSPP6ajqsFo3GA9rjOcGGDdDNIMH4qAHPBCDHYzpzggKQL3CuN9Gwv9+wU/c7djofTEefcrr8KWvfwCDk/5O5roa04lPWL6iZUrP7o2B9RrmdOu0O7BDT7LWDriDVSLGYl7LcXLlWV6nDURmy/cyPcrFPM/GaoTKd3v/kgcErLdveAK8KoTNpbNzAkYIwLSpUs19aB1cw7hxSrhp5VYaA93FYzJdQX3oDRjEAfoARJc3EUcsoiOWigRbcB0YjRe3voGCC/NZ6NVG2ypPGCLiNIvjte3nayqs35E36HJzs43C8tQEILo+NYcqyxgzqvep9AxA6nwL5CqJ0mthtjpCz5OUnmeeOcdIBEQH75zcf+cwHkRcSWO88YPvlmjXMTpsw+SEgdjmE2tHVAYVV8C0A54ieHEFwEoCJ5EJNOxBgy1SHLtxB7ZOrsTXvtOgu68XRgpS2hcREKloG86EaEwVKOX6bYHvK8b4oJ34v2e/F42rcej84Xj2E54zMze89zjxhJMBADt3PgNXXwwcfv9/S51cp+rwOVGq19JmRiXbtQZyusu+ddkAz65D+fo9QQbLM1t6L4LgOYtCZ9IhlP+2d0cA5ghc6jmA7D5qm2neupHYvTIFU34mpett1Hhe+MFZW2ODkZkbwHoUZVMqeQ2l/kD5W2XX4XQc+y3NsiW2Adn1XFvOLaBPn1U4sBqwleu09USqkDsyr71PQE5JpbSYspsOudsswIkhDS4L4DvaPXWyFogIOJHAqHIa4LiIxveoq4DtTOhjA1TiacHOoV4RwDjnPU4+8cTdPuPeMI468hjs3PljuGQzowWjP+JfML+0NbtXFwBZ9FCU1gPrLu3VDoGJUUNScx4OFWJqR0DIqT4ACbDa89KzQ8P9TLWlqaDK4IHLPxoUGcjc6zjgwHr7BkPpMGJ4r0ZYurEEdhjWvdgXDxymA4/YOLgA7Gx7XLr5MtzvpLvHQyJUbY+BE/W0TdKKInpnG32Y0Ys0rsfIdxi4Ho2b9cCwiTjjbOnEh6Jh6TDp4GBlonsqtRzHJpdQIve7aNXnA2yGZ7nL5Vpqt48+TX4wga1RF9SBVSNHYw8AW2xnNxrb3I0PiUwgB0QOaHxItGQYAv/qL8Ow6rDQtNjkpjj+hiPQ+lW4pe3w86tpAzEGwKpYKgoZ7GnONW8w6hzKhHD4jbiBt6CGUOhW7yFshEtLRlQXReg16QpfFbs/RBFfP/JCEBiHXHckno1ZMFKOhz7ksdj47SPwze9+BfUhN2BCUspr6RljYWw+zeqHZn0wGLmPi1wPJA3JrQ1KZ15wDIUQea0jpb3eXhHTHdTfF6+X5n62GVubgVkLa9NT5NRKZhJyjZjdWTkO1oCEtcNSH1ZxkPxAytdw3lBMYC0uprs/N6747PLnZXRs14qL31nlRPkOV1yttbqXCJrZ6Kj4bLmOlLr75mg8z3UmiENqjFh7323N4OLvnsUIzkUGVWIZP/Bi/96zw65I6D0QvddnneCnjNU+4uJLLsXJ9zvpHt2kdG/j/qechvufchoA4AP/8Q0E/gZG63akFEkp3DcTtTJ1bcJXwJ4Xr/Pcq0icE6i216WUoG7qNRMqrtBxFN8TTaVbx+CUVt1D0CgalFspvT6gGbl9I7KUwsumqtsMyYLhKaL2AXUV0NUBbRPBNYMnwBe2trjkbz+Kc/7slfvnW9yJUVMEawfe2gV0sUfruhkRmrQjt8ZeESNv6Rlz95zVcmRqT8yPWlToXYeKbMrHbDxWIOgIwjg2mGrOsqwE6AqtAWh36t02NmMcbMOLmlqIXNhr64IJoEjnSClbTN9Tl3EFJVEBjGepbIjcJ0DELCZdlRPPk2brOvz+T7weAPD2M1+DXff9MipiLLhp0hh4tkqimHQl1rI7bZ0EWO8S+36N6zGibqbhXY8qbb6SmjHxWn74y/sDYKbU9LbGfY47Accd+2n801cfj7g4SSm0LgER2XBqlItL1leUhmKmO2CIZqNi3uNGvPdRaibWbr15VCRlseDcH8b69lC6vzCOKYMD5L4+lkq0BoMGSkqGwtIPxpwAsykVY/FKAANoSoLUgZbWphP1NfpsJJGwsUqWhioYHRuzWf7ZaxaIsugeOZ0Ui08uGZbdxcL53A0ecgFEAfMJkisgDEm+9h4R7KQjt4kty7MlRrov9mPPHj0zHAnz1jiHAXsMvTx/3kUsN0NMhgNE34A9oV4BvrXM+MU3nYmz3vrrGI1Gu32He9P4qR9/Dz74ideDF9+LAfUYoEtX1YBIKea3MeNcQwHETsvMXVp31o612ifSRpwUzQzRpzlWiphLN1cTxa7VGs1+0IE0ze0bJQXMmIneu+gRYm7oRJ7BsvPc7QQ0XWIFoBFgh8oHjIp7JhtujkkFQ2uUA6QNqWMPawsupjtZ520KfAaho4CKqt2Ef7LVm/Okbg6cRarSrTJT4uIHkjtBOkRUAEa+1wlvaRhOJWptqJIQ18RVaRFmwDuNPckeNm2VTRGRozIrtplFDCqN8jkfz1PEyqYpfvmzv47KRVSHjFG161D3hBcc+QYMGvEXuGXbzfho9/8WVyA/wDbBSgGtNbeacy0Grpvxk+jUiTZpQ1gAYlntkMn6PUfhexp//ImX4T54MH7mqb8IANgR59H3vmBakOaPA6ODR8XmeyI0vyxOedMzJ1gVX8CRQ4U+LXB72vyA2Vy4bVjGPOzWqwNqGlW0G3CmfyiqfQCkEl+L6Axw22vts40Z2dsoGZrIeyiRLq4TYNqngKjA2qrN5P3Zvp/JOq6WwMHO1RinQqydtAA5Ks5AQ+CC/btTEB312TOlyayh4R6+MzkQK+QqJhKDkibAGYBjngHDHizNRB1grRls05otu8//78mh5lyObRtZ43oMfYddgyl2jIbYWi1gXA/Q7yDUywReBZ76yrfjT37ucXj0Ix++13t3bxgBDqvcwHjqXMWiDDCyNq7U03Hx3AXkakLrkAzKqeqcatc+N+lZ1bVPWWuZjwzoPgBEWatg+4msz+RuTTOCA8zI7RmNblJRKcRxL8JJ690w6atUaw9isAeiB9z+yIN9D8MotJKSTb02dMMSHsOlaD3MRNmzYr7aRSD2iI4widZnQRaOcWzQcW7i1hQ259YTxWhAeZC070wRbRNy2a91kyxNz+TcSpdJBRBFtJeFhhFlXM1gIDrxvtBItdaKClvc84POcL5HzQVVTVaqrKVtA/mb9eGLjvB/v/RuOJ0APVpM7zuUygeNigNENzPTowW5DLYCklCMNWVl8XqiQeG1N0VOXQEo0ieMmKprgK0L2/HH//6niOzw/FOfhZNPPBk7d+7Emz/9V7jxkDG27boIV/37nwIATl36GVx2y9mYHnVt2rQziEC2n4ZDxRE9ZUrWVgJJz2UmwboR5waDZRKhHDnRZezV7O/yHCEImwFjLfWemTmbfWZ+tzKblj4qcu8zZ1BcSxt2nJIZgW7IJUhwUI1UIXxFcW9zrxHdlDlXVikXByYHxxm2eirTMCXlbh2cSIFRXoUjZT1Bg1zpBCCBgQpBfU9iYnbKEUCAeZ4UaMRYUjEzzCDOwyfAFcjBxWwiGMD6PJeKqhJgxnR97Fmz9JI1XGtcwMCLt85OighNgzjwiN5hxw6Hrr+VTe9eNFhBxwR1cmMmpaH2JOC2ijMGUrrb/i6OWvxfCREZe3hC5LfpWVOXYF1rGsrC5sAOq9Xe0zRMOFBNc7te7CxnL4vtONQJkEw66d3QB3GmS1dgfyC973FYhAVYZIeZRmsW7UU2MAKJdJHpd/u5ROqc/BmsLh0GSKIXWppc6hDJDil6AmXGAVCGQOF0SYunc0/6kEz99ezSok6ALtYRTpuSeWIEsq7AdsTZBwz6O2mBHhKDw6QN4pBpdXlXZlAa1yffDIvAU36dgRuO+SYyJCCMYo2anEYc2YMjFiDHopzkPwJpkEcaxZdN1eyelD5PREiVO7kxm1SjRCZMFse4bOEytLHC5y89DzfcciN2jpdx0WFXY1QRdm1axo24AsTAg6cPwvzK8ZheFxCPuA4exb1h2TY6i8CUtbH0AsM0ShGkEVZKe8wwG7Z5qlZitwfHrkpOfcz+lpP7o3Fzxua5tEju2dGyrOspP8VmSgLtXJwRla/KIj1LY8ymUPIx1kKpyDk3Xw6CAkkTsJJc7JJlKepq0ieIvkPmqs1r1mMkc3oqbejzkyCaJDOBm/1+ABRqzF4T+75uzfebBRiScpHusLbCaCzNVHzSbDoJMJCFtD6YcNaT+B41vtdNlbBCQEcNEAjVhPD1y6/GIZs24v6nnLzb9b03jK/89/mY4DoMoT1l0KRnKxv/FZqpNQAjsFkDZPYN6bVIGqDcgdt+U842FO/J6zgloJ3nqbHWt+pKfSBNcztfTCFFmkHp/0moMe4UjLSV2B73DrEXW+PUECoyxuMxhsPh91VY5ZwHT2ugyUuKpDqyIVNecONsnwk7hinpmeBsAYPU+FvppqRvisiMxYAHqKQiAkhW4bJZBGkspw+IcwpWoiyutpEY/WjpCduUq2L7IojaPzotsS02JzujsnQtCUghNH/jxMreRooenEv0dXIbpIih6xLzY2DEHvRSP2HN+Yy+piLdFLmMpnkW9Cj4KEW3aw2mbPNynNNGBMobMTGcizDTr8BOTL4AfPagL+A/+TzEofR9kQoOSpv+v44+iKe3T8XJ86fhfLwl/RzIhEa5xTvlMGKCVrMjxb7l/ICZkZVgJGshyBbZAvBlDYmCOhj7kF9Tbq4p510s0ADWgCLSXLtd/bWbvn7HtGkKmC8X9HLeQzeEovix+M4GcjiDiDXXCMhLvulU7DlwnI9DM6/L718LjOz7p+tQfHfbZsrfl7+bYaWKjcaEiymtpcyk6HCQtCIVRQQErb4wIXnWFq1NItp38iTGe5a2HLhedSTSVNIrW7qFgV0g9J1H2El49wXX4zs37sTr74VgZDwe4xu7/gTDE69Lz44FjzZHpKkeJ4BiAZOxxD1y6X8530zLBiD508gz6dY8s7trUiytuSfgbwAoTdw9jf0RvN/NyIC9jTsERlIUq9fSepmY1XFqpd07oHfSobKTNtjjHcAznv9WvOONz8X97vf9q6p5xEMeg1N2vh/vuvpn4JoO5bJnG2qi4NlplYZuwuwkw0izuW6jaetYw0NoetMtyHFytCiMglUoiM5kQF0RvWfNQ80BNfm0SDMLTdvqbTOhZlATs9IB0wGAMjBmT9wXpa4GFgA1kbI0i4EMl7sNy2cbmMoPXKW+KwZGrFmapfLsupj+ZRxrLIfhzANt16esKAiQ5lnGXpkWxDr52nWywdB+EswIRVQb9X6RXQfKm5UxMcnISvuP5JLXnIZqXMC56z+Moeswxz75YZTRj10jicqDXldOYKWMvBwcwNLIy+ZF3MNmXqZVhHYOcGub3+xlEJCAiH0+6QZpFWL2/cA52i+PLKZoeQG235cCTQOAKF7L6XtaBGjfT+Ya8+zGu1bkWv4+FNcnvYdzBx17TbniGt2er+3uLIYjlrPjDD4CRMvDbILxDGv2JMi1zS8zKwoamMAUhUnR/kZQQBJA8OThtJon+eBwMQeKNII1+jNNmlXymdh44PoZcOqJcXNwaFcGAqzvmCrwHjFuumkLPnfTT2B0qFULIhlFSgNSuXUGQhLrzTGts/YeGwY2fdmojyX1lpx5bT1HduruWdx6AxMcIZkkJkBSPFHCertb12ARsK9j9XtKUdUdmqqBfUq/2EJcLitGaXEEEAjUE1xHcB2DWiBM+fveM8E5h+FweKuvSVg4LdQy/cqySsvvurRYEcjJwtRxpaWcufolu0DmRmzW7dT+JmiJKjtURAgcMICbib6tpt2YCi4qBVNJWvoeZgUfQa4HqfOgFrgVG13+7rYYijV31raA1GyMNUIjeXCtJ0jSQEDNqyifg7gdVun/e17jXKnfy9wuTI8DIL22Cz4ZUpUJplr1KoBtdBU6dpiEGin1wAwPgnPZft/mrYnX5q85HqctPQEfHr0ffdG/xSJT9gHsYro2QExVLfn+OvQaVdmCl1MH8pp8g+w+rhUvZ38Dz0UvJGYVMooyYZbpyAJUMMFTALO1IchzZ+1rnaKQLPrMXW+TT8dueXdCuZRKB+HMbs2CGUqbsM23yD6dd77GuzPJxg6V6S4bAoqzdiOJXmHR557BiE1Kp6nHzIwU34gJvc6lWLzGtB4ESkzO7HXNbApThNebTxpnZ8DjRWRMhEAOIWlGjN0hLcF3KWhgXUd6J3Os0epFCz6GrgPX0uE4RMKkr7C8voLrPc7fuoxfe93b8VevfinuDeMLF3waVyz/PRaPaxGRxcA9pJAiBRNMCRCYCWVFUoprz6YxbYnVtSDG5pD2YrJnPjMpGdxa1WXPajOgNFhQe79oa7MFWkypmGCP40Ca5vaNCGmX7CAmPLULqFyZ2qCkwKFIcD2EGWkB3zJuBRB+X8YMkNJ/RRZRn9OJU+bAbZEjSP5Xop5ZEttoQc+SCzchU6SYFkUTCpZN98q/zafT8o9OQQ6zWJGbnfEMFa0PYEA2ksrfq9hUoXoMRnLsBFT7wNL8qdPsuOm5UppDN9K0EbKZCmmEaLoUlJFa1N8DwZk7ahbRlpudbMp6fiioUt2gV8Js+sYccb2WWrexwkocYGc3wq6VeZy29RgV1jI6WsH2Yy9FRYWok7JnyTqex0NPfig+fu37VASZR11oVxjmgaIpCsxG6cQs84cyXex1abIHwK6Nubbahmr6nzTPSHwqLJozfYyBFJuLJpKMEPaqglOX2oAKsykAuyesoJKL87dUYtnxGWuuBe3l/yNbySrWvIKS1gMJSMp2wDPHKJmu8nl0xb/1sxSgc/HdGJiZj+Xcmrk/kA7Q6V6seQ7k83UTsmBrRqsirOMMk5Pug7KTnAMVj5iqlQCWZ5eEcY2uaGvAuReKU7t5CWg8zLZfekOxpJr12tqdqilgvmrRDSZYnWswWRogTBvcxB4Xbp/i/37oI3jGEx6L9evX4546vnDBf+LKWz6FhftdDLtSQGaQSlAfQXCaOouw/lJZsZNYfh05GZNZklgAzsReFeyfgQsznJT6GTFlVFcoWQ9Q6lMIHd+aZgQH0jS3d5AiyYEjDH2P1leY+gjnxK6cASBKO2zXEvyEUU0YzZSxNM93n+ZNiUHgAmwQmMRsi4GkRQh9jcnKAsLCJFfbWIUMMsoNTMVElWGbtJd/AOWEp5wrD8wgyhS9/F6dbrWmnWGW5w7sczVPNJDCbjZfX4wIoXvNDllMzGYRvtjaW8dTsb4OTq3sXUBNIpazaNM2yKD27ICVbpqXSI447H3spvBqwx8hZYuxYAOggMQo755zOiVQ3oSk6iegdcKYBCZMYo3JriWsTubAO9fh1T/5O+n7X7z5W3jX6h/oRq73hLKdvG3ujet3iyQsepLvZvdYInyP2TQLAKmcIE79iMQNt5vZEKHzy4ERCaK1YuvQrE4IXAA70lbnxkRxpoMrFmBl6RKj8GtpqI4Ofua71AVQMVGmLeAde0y5Tpu4fX553rlEera/TCm6zUBZ/uvAIKWyM2c0GxDkbX02bWcAOoEjmzuYzdmnObaH30dkZiORiQrOXQoypA7NUQYIJbulsxPmLmzXs2TqSvfWTqFCgKRtiRxC9IhEqXNzTbkEPG1uVCW3X2GNzDDPXuPSd/WQgIcIGPkOsRljGj2W1w2wq3foQdgRHV537hV42ANOvkeDkc07/wnzJ1205qfl7JF7m8EJSRWVanNqfS4J1rQxSNUfchNMO04+cmGrUMwtAz9law0CkhcOkOesPc+54OCA6dmexh20gxcFN0EexpFv0VYebfCY+Fro/kDA1KFadhhuBea2ROy65CJs23oZfusvX40TTzx+P32VOzamXCFEW1iiNCRTFt2MagDCvJ8A156IX3jsX+Jtm38Kruk0slUtSRG5WtO0vtiYMg2YhVTGJAngMQFblSoz5H0RDQBPvfpryONg/gxA9uFgACthIB4k5FLFTUb+rKmgOKMBsdGxk46kUfQp0+Aw1d+Jp0GPgesx8lnAWo5GvWTIMRruEbT8cJZct6oSeRAjFQJUrR7qdIPvdfO0lI4JdaFAJHkCOMI41MnvJrLDzw9/Ho95zGN2O0cGsBqatJmIYyNj4PoCaAAj10rVy14eYANqgLAgPc16RgBARz5918b1cI61h83sMODRF43XWs5NuNJ1o5xWsXO1vLNdZwN/gICRlqL42iAUmgph5DrV9pjxnA3pcCq9jrrkSCn6nTIHbiJN6P3KPiP5aDaPDU4E2ClIeqvabR5ZBVue3yUdviei2QB9KbZN1ywdw+3xONLRmdL3sesszIlUXe1NUJyZj2IuIc4eAyQ9mkiuLJMIJmsEzDkTnquBXgFoe/ZYjTVW4wCTGDGlSrvGctL2mP7H3F4t0CAwGgpY34wxXdwJjoRlP8K0ahAbd48p8dzbyAwFp/sTQTNrplTLAVJmbmX/MqZcIQvC7VkKqKhWvVtI95FhbSW8Pqd7v3g2B419zoJx013RjPFZd2tZkwNpmts3pCdLjgMGquZuK49BVaPyESECNCVUy4Th1ojlb34V3/zG+0AgPPvZz8YZZ5yBZz7zmfvly9yRIV0UjVIVIs9aewfOjdsOuuon8bgHPX2mAkgWBKdpGnG7BCwvmClbAElfUSFod9E+CSClIkYs4Ccx9zsxu/WG+tSUa6A+KAZmhq6dWfgZhCllm3KGCU2RNoxKN0djA2wDnsYKy2GgXUW1E2000ZbH/8/en8ftllXloegz5lzrbb7dVBUUFAoFiChiA0Q4EHuIKObm2vySeNR4IjG55piEez2XmxMlx2OTG/uES+T6k3OMpjtGjDExRGJzLCnFBlSMAVFapREoeqr23t/3vu9ac477xxjPmHN9u6F2sUvAy/z9du3a3/e+q5ntGM94xjOK1jhsh6TRB71BQ6Sij78G0Q+CtjytNZhVOs+wtVaqu8neM1xz9L6z+LuP+iYAwL965U/g9Q+5CzJl/K8P/kY86uGPuvKAK3D3tAH9npStGFz/VLc+8FY8857vwQv/5LtRHviB+Coh8hbqaAaodOTb5pVTCbUjC4dn27/jsiBXkgpZqDj6LFKFIPuYpQVHZ3bDx37m1YN1Oefo3fMA5XhkbUYY39Hk7kcvANnQLsptD1LMOLlsRHukDVgGYLR91g2S3qhm8KrXGKmnvg90Hquo6454b0ok7SIDKKCkt5MFF8hbNyVUUITYZB82Elfi7FDKy96q2wOQXMGzhWKv1AYUrAVYobhhYAcelX1ZOVbhoUmR0J1IyGFM0AAiShucBuf7JFHcvD5BOZewHmbcvd5if7T6qPGQP3hr4yNuGFOMksbnjGxGyCkuVl8zSgDnnJVw1vqgJFGNSfNiphsvCIBWF2BMgbSmbq7H82grqHelebh4M1HIDTYebvT17q92nam9LVatkBDd2dQZm2EyKXgAWownMhxX3P2eP/Lwg4Vo7rzzzo8IY8RCGtknj0XwGdebasa+rvAJb/kcPOGTPg8Pe9jDsdvtAt5jC2n19hOQV0GjhF5TbORi4Q6zmm0xVV1B3ePeexXgJBoe85wy9k7AItcBgGezTJhTCmLpXLPzRjouCuPXDt9zHCn0dkgDBqk4loLjsjKIGAMO1bRlBvcYrsYCb9e192Mcu/VKZ8CgJxa62BCWdRzMmGpVUbmod3XEQ97xYPy5zePxmEc/BgDw+e/4bDzsPW9BkoxP/dxPvUYYUHA8r1xlk8iSGWjmjCTknPHJj34MPvWPvgivf+vLcXz7WwGgeyYehgL0feuIjZ0vjV9AxIIbDNPE26a45DJkMAPGvO8KhhAZsumInX7Q0kuffc6wx7JY4a/ZmSkWJnH0AYKCiuwhNvPku3pIrhxMsvRpVIZVqHkgcqhPE0378V9k7biSV7+X2N8J7FldfL81Gtkq2hUkW95V+UwMp4h67L7NxqbTomGoLQB/4Uih+9bynfpn4hylkd6HlfgOyUOP7Z0s48aE6uxzBawSXDFLQU02/kldPA5YJA6wv6LApvfJKhWcX+3MgM0FF4YNfvx3fxE3vfLX8MD1OfzN/+tXXmGkPlqaugZI4+mwVWhw2Mz8U0CzGagdMZijN2uy7CbRBSrC8evRas7j05+z3/HJlvvcaQJ4Qpv3V21/ZozG62vXZYykhTHiEH7KmIcJ+zJgPU7Y5zVmMX6YVOCW84/EW+96GXLOKKXgqU996v3wGve+Xbx4EW988xtMgEiNftiY8IJ6z1nI8VnkOuArP/dvLMrNMwOGPJOGgyxnTxCkwmOtTYPDkRLxrbeiYO+Wa9MOySYnLYrJ0Zq9DMGgbxogdkBsk/ERRi1umKQuHGOfjFipP8sA0ylYyYyVzvFzESvmlUtFkgGb7J9JpSNxLnkBUXa9e0/yUAJB6JZukPECqm7y7fTyCpYGQNGES/MKj5BH46uf8TXR11/yeV98r8Z9vVrj5veexyZvcTh3AfXMsT2LP+PYZfj81S/+H/BjP/t+vF7f5n14OQ+I6JK4lSBoQm8sGzAm8oroyabIjogC9d21bbMzPkiVjsfkYTcoohZUFYX4OJNgCVAOuxEoJ6EUvIcUVFEkBYLFYpfkK1i4qFWQtnpG2o1xwSQZG5kwSlmO61WNEWo3MPZeXPl1qT5KXRgeAu03rd/7dQdmuWhDLWis2Pdc/wcVrGpsh0QLN/Z91ZNTqR3UjJVFDlH832ndiZ6v0rJ6vA86ufxWxbg3pVoYzFBMgVYBRDA7X4pmUBhWNHC1/eE82A4TUrKK4zlX3FHeiqlmPOieFZ7y2k8HADz0to/76OGRaDvkSRznWmwFHNveKkDIEVioJC4TYzNDYv3QYVimqC8dulGKccK6vUzj8VzULOZfczy4tgG5pjHyMWTkXjbz6lMs+JomYODLKvZ1wG67wnQ0YDqbsb8p4aZPegK+8gk342EP3eKpT33qhw0VYUrx7776t/Hz2+dDxuXvZ01ImvCo938envmXLk+DU7UUujEdENBoN2lp/VrwgQd/i6+Lr6QJLFO9bH2eQWymvjAOzhhJqpjEypD3MO0gBWfTzr6DpSXOA4/etHTP1BCbikELBhi6sa8jDtlS5UYpho74/QxOPk06RZTGJp9iiA2CKIQJjjFeSm7CoePZNAKuKSoCZiAmVcwl4X3HZ3Ao940A/Ymf8Cj8q08wefdv//ffj1flN+MDeYszwwHrNOOoLCdERcJUBiMagge8c3koNtUdI/349Wq+RKBWMqN4nk6FpfdNRIY0BdJBJIKoiW1wLcWZnJWmdUFiHUNlZixHBWRpiAaN6TEZpZI8ptENlgjVeKiO4bqKFHFwljQoKUXIkZ4p06SXnqDG3J8lISNj0pbOzr5lWOlKAmBX44xwbvM+/BlbHABddpJdqcR3iF61ZyUPRLtrkCNz+X2jxg+WglhEOpl2zEbkgsYIw2bafZ8JAkm93lXqqoH7dcNol2bwTDX7MW1GXdEUmkFH44RDqhi14MIDJvydt/4YAODvveVz8VVf9OVX6N2PvFaBQEsDsRKnrWqK+cQw5ICCWbKJTFY4dysZodjRxMnnt3Z9SyE6BUX2Wlj74CjwFZ/PQ2uDXL5HZakY4YZGmq/wbb4QPkZgvVcfds/XNswSGzAtwptWJzg+u8I8Z+z2Gfkko6xHfMKjHo/v+5ZvvJ9e4YM3VcW33fG3UbY7INtE4MK2uL9tPH9F/wE+7Wmfcdn3X/6Kl+K/6ndjdW4ffA9a5zOrESgMCoqNr4k+8fcGT58W2rFNfpuMGLuSObgC3Dz7eD9Rhrhn50ktYfoWGln2xXJjD0IkFEfpgLO6x74O2OuAXV2BaArveaHk8NR56Bw0A3WFGQkHzVZBM01YIWEFz8DRttkyN//gBsmuWsycng8guDivMGvGJ7/9kfh7n/+343nPHJ251+N+tfb3n/F38JJX/Bp+YPfLGKTi/zV8Eb7gCz9n8Zm/9he+Hq967Wfi3+O5Hapk2iprD1MsiJbuESWp2LoIHMfqSqRfoMHrk4dEet2aMG7JOeGO4galeIYAOTX04lapxP8HsZWoHBqJORAyNwpWMgd6QUSEhuGsCbXmOEB3Hm6YJEd4juRTZg4QcSJ3yEQDW2px7oyjQQqyWpr2lUTRTs/hJC30VHH5xs9wqy6+09BK+3eNtdKMkY6kuyCcN8SC6AyRqz6VtMKy2nqjAtrrpVD103hmfWppc2oMAUmoWIkRUjkfiCaSY9Kngg8i0CSe5eP8leQhThWs8+zVtVv4AQB+/HAnfuen/gA/8JUt8+wjtc1O8GZRwl43hC3WaYeOCGDxEV+GSWzP5xwlz6sqnQSGvMxp7Emp/XrqZ2b7XT41t2wsBwDiP7+aMQPgY6Jn97Y1mW0byFHExXtmrFPG2WGPmzYnmM8mTIcB+/0adS2YNx++3nj7O96Gn/ztH0F56N3AOMfh3hj2zZu66ezNODo6uuwac5mQb7oYSITAYtbik724IFUvvsR7mLeogZgAXRhHGuw8yoyUKkY9TQ1sXlvre9uG6UE246MZLs2br4v7stAXgO671cl1CSudsZIRYx2RoJFeGN/366M7BtQPLK2DGVyWGwlN7fmWS7fPHjCBMmYvMeZ+z7TBoQyodYMH3fqg+zj6V27nzp3Dkx7zBPy9VxnK9cRPewLOnTu3+MzR0RHOn7kJOIGPT1O+XCeGKGiIS8wNhjIYV26j2EIygG1M8JIBQfBVqn4s5yXnnH2vBXX6sBd5NkkblwJiZNZZDJFphsAyfGjed3K0DYvn5HNUJONri6XCHqQY59Q/Z7omNnejXhJ4KNjs57wvMK0UEcWgFYPXbYobdi3eGw1uzmjZaNG3/v/GQWok7n5OmQ7Osghe37e9IULUkD3Ra+3E2lZBFVZrlVAALWLE1kG4xqzMACRDa3uuqlwblOCnwlDbZ1r6v3T37pQOu/ce4AUIBE7odARBXUNIa4wXq3/vx4TXru/GN7/w+fjHf+UbMY6nIOOPgDZNE/71L34n6oPuirRmumnJ5xUNvhYSNrXbpZqya6eqI65imZTqe2KFGwPa5gXXd9XskUELny8Dty1RoUg3b4QSEBKh3ARBT/y/rBmB7cZ24J/FME3E56BIrgZZkx24K51xlAU3r09QXQXweBZM6wF3yQ4v/e2X4/P+u6fcX+9xxfbHb/oj/O7rX4b3PPK/uYfWx51BgdV71WJTVonr9BtUgXhMuE1Tyy03L8UscH5+uZVws5PYeJZqljzkSCRkNV6GiewzDQkxSWRuqhrwf/KN2IySJibWuDAtAlpTS2vj1sj72LO0Z+sPRYYdJmQzSFwtMvrdd0dV2yymmrGrIw51Wcvn0rTGvgyY72NY5oO1j/+4j8NXf9y14emj7Rnc9LqH4/DQP8YwmhT36CmAPUJGaLxHutpRbj3Ux5Z5SC+3pFYNlD+nAByE+0lDyuAG6CwpuAj9XDa0BrCilu1JmGbeGyNFOqJqVD1tzyposXR1dINhzQSNUEV7ky6U4YgJ0EI2PDygQJUaWjWn1+JyXQDiXrAfKdH/FawkhFbN+lR4BLCDJEEgMluBOnFnmdyVbkAaqsU3sr8WRFcflyZ63wfXpD0/BJZyWoPIG5fw/gmjVFN40O0Z/J5+mCa1v7kGFQjjDo5ejYnGiAv1dWFQhb97sXn7vm3FS/RdqPUjTJXSWykFh4f/BvJqBlF49X5re09ySXaNcYtsNt+TqMyqpwdaOV7NGFWwDhj8+r6eVFCkGTy8xoCKgoohfqMmSS8eiKtwhW5ccW7GpT6COCM/9EM/hB/4gR/AXXfdhcc//vF4/vOfjyc/+ckf9HsvfOEL8TVf8zX48i//cvzMz/zMvb7fdRojzVrPYCqVYCWCmpqHvk4zcq64a6i4eHaNl80HvPbVd+Cln/64P7VCefv9Hr/8+y/Cmx/xEqzldLyX79EInldr0zRhLhOYxmcyZ1aqPXs2ipWHT5j8ULKUzVabZhDBoAXi6X9ZSr8cOpTmVJooeoF092zRSMQVDhcz/IFO0RFWl4UbkRkdgkEshGDkRoM9a3yyI9uheaQ8XJrnuCRJ8tkViN9XJBz8PUYXP6PQkGWYmLd2qAMuTmtcmldQtdTMTVXM+zXmOUP1wyeS94jbH4H/5WH/BP/4174Ww017DNnqCJFjwY0eGAIlaj/jvxw96GLdLazWBLQGh54txGHfDrPV/92r4PI66jWEuBmvUomsCjuAJDZii1cDPD4J4asjWS113PgbRNksIwVe7sEOslkTBk2uLOxE8O77CdVDCT2G0dAH4nUzTPzLBN36EGYjDLbwiURGymnEiQYfwxiF4Sw0kilLvBPZNIjfHCvjGjiWrwgJe4BE8yaWlkB+TVunTfPCx5DrV1oaMseda4wOy9IE8LCBnHZYbDb0YSPQAAGAVPw91dG7eaF/UrNEOJBzQ2Fie9dKR/5wt1orTk5OgvTf+Dn2e44/w1hBKuf3Y4xSELRjj+1CkfxGny2DMCkdWeJY19MhQENXkoihLCINwXSDRMXrLEmB6uGq7/uREqb5yZ/8STz72c/GC17wAjzlKU/B8573PDzjGc/Aa1/7Wjz4wQ++6vfe9KY34e///b9/Ra2nD9auyxg5riOyJldwNJWIlVgs0jZBG+AHjAMesLqE27YXcGHaYFcGTGXAV/7Gc/BPH/F38ZhHf/J1P+j1th/41WcBt9+FM3lyTy5HqiJbRoVcq4IigP/9578bdz/8dzCUbfyMB/FWjPzIAzaLqVva1G81OEhgXDvhjxAi4+tN/CpFUbmGQJip0Dcy+1WXGAuNjCBdhY1ujYuJGzebbeC56VrANr2jdIj4Jg2lvkgcSXLcCNR/fzbt/Vmqcwl6DkwrJmWqqQPedXIWd59sUGvCE+7Z4kf/+/9nG6MPs2KviOAfPPlf4J//n9+Jk0e9AlUSkkwhV38aESCXp+LUvJJl9gYcVRg93DGrlb3f17GTD0fT/ihDeL08VNfZ1XFzmx9jKpaaXQfsisHLLOiWRZ18O3dy8vbkxvcwjYtBbF0MnXGRVYGOWEtjO2n2cXY+k5hxYZ/xDKPOWAjytBsx0NYnzDyCvyOraKduFmdo7D00/MzwtSygyf+mJ8v72XcthdaExhSgCalu9HRiZiOKiZb5O3E8yO2hIUfDo6kgZw/NWuo4P6NoIoUVyZBLN0v2OiB7ZhmzP/r7jh1vJEJdUmLtAdMiDT5BvXjlGMRkss1qBYoOmGvCvgxWRftatVI+zO1lv/tSvGz8XtyyPcSeSU4T0CqK0wk83WIVOseKJGuu3Z6sWoliQwKFghBhMbXlUs3J0pjXgOGhZqoWtPTqvu1kxOjV0Os1+Ku4H5CR+xKmee5zn4tv+IZvwNd//dcDAF7wghfgxS9+MX7sx34M3/It33LF75RS8LVf+7X4zu/8Trz0pS/FBz7wgeu653UZI/s6YqxW3IkF0hhCSNBI1xvUlvrsbO5DNVXJfRlw7wMjH1r7i7f9bfzGm/8TLj7qd1GAULjsi2j1fIw+86Nvs1acpAydc9QkITn1OK1wlA4tRdZJgKPLgK9EIkOFEt0Z1TYcD/fMCiSYbDMPHhojNGxIlgPI12BIhGmx2dM0q3ER3DvqPYSB7yo1FiJghlKFGUInoQhpfZRRsE0H98bNXTxK+4UAmGlTDCHVPkrBJk1xABisrt53tv0e1DZBheDmC2v843NfjnrOrveAT7oJ6/X6Bs2CG9PW6zWe/pi/jt99w8Pxtkf8BzCjJsiQYCy+cQBOA949v4ajwtTYQUrA9AJE36guQ2BaLaXXwoNcg6VL4zaPbF6EMayRRErOCz3NuDY3a80o/Bncq1IEaZar5FAHFGHBRnt3VpMmUtA2/ha0IsLRpwErLL2yuHhZaDGkCadnwowEIVkYDZ2isTxpxq4OEcqxvSmFUVy0Oqdjed1meLVq2gwRsaheID/a993VjRHR5nQw4EN8peccNEn7Rmrtjdwl38z3gEBFeCj3NZJa1ez2idNNYu8eUgXyR2aIptaKvJpsjLUhGn12We3mE+dboM267Me+rswi1KedsUxOiLRwD689u6R8X/oDQKC91uTUsxivUGFh61qvQWBN+kEd5OttvN4999yz+Pl6vb7iXns4HPCKV7wCz3lOIzWnlPD0pz8dv/mbv3nV+/yjf/SP8OAHPxh/62/9Lbz0pS+97ue8LmOEWhD0svoYG7dfTgI7fC0NEKnpDLzkD1+K/eGAx33q5VkrN7I98XH/HV711t/EB/zgZJl4wpM2ecRi9+6FXakVGMGyQDDX3E2+ir2ad7JWS/VE4qbWSEysT0L2db8gGPeHI01WI6FNxBY1JljYDCbVpgtx0MHJax5sERfYkrbpkfR3mlti6IuhGAcZsNMxql+uRQwFIMriRNfJa22Qbd4bSr0cNmABAYq3ccHT4Dp65624/fBp+IIv/NwbNu73V3vMJz0W73rfXXh9Xcfm3lj1/fgsWx+3D2ieacue7sc06H6TrBCgDpiFtFAPLTjfY0ympksBPaVX5k8iiz/8Xvu7J2cqPEW19vHs5RFmoQl7C1WXUxdLLV3MLG0IUduQ29XicJfemGhhynYvIOvSYze0oxltJOTSGFFHIahirECkt7ZsmBS6D4v3kxpaKhkVk3NrRLvQlRIBWj47//T6OFwT1NEJdIT31f6Nm5F6NePh9MyiFgp7PkvjnQAs8smRbPfp50NKFVmTOY/ykWeM/NZ//U289l0vB841g5PzvC7mTKs7hO6nzeC9vEdtDKuH4OwsYIf15xqzR9mbVuOmRBYTeVTkEbIZrwWAWmFGFYZ6FNcisHLN3sjG691+++2Ln3/7t387vuM7vuOyz7/nPe9BKQW33Xbb4ue33XYbXvOa11zxHr/2a7+GH/3RH8Xv/d7v3efnvC5jpLHkU2wULabL2gzNwgSWnlmWijse+DvQN+B+N0YAi3FHCfrakJEKQyxsM2s8h9Pt3e95N/ZasatjGGKENJND3iULNjo7P0SxSURIShgA5Km4WkcI4/SsffZUkAF1ObmXtKu26fbF1Yo0MS2mvSV4KhuWipf0HrL/fIBikgmXsMakltpbU7KYcseTGKUA2lAc6oXQ8ILzCdomDdcTGaLv93WAXjzCp9Qn4Wu/9G/e+IG/n9o4rHHygVuQ8x565h6sVntHr0hcXbZlkKwjdnYGA9MGczcHWekV8AJfKaGoYbtJjJy4SRO2jspRRG2qGXMd427cTJNXjx4S1VYR1+o5P0iCWnvGw/LwkjhHrUIyAGRhiukyg6XnIdDLZKMRYXon3e+IWooCqiia0fNuaMixhlGChjR9S1mVZpypYOZa71Jp93VYpNVy/FjzJ7gqC4fL9Vg646RXYwaW3C8iWwVNb6SvFxU6FqLd0Qrv08v3ooZ6oBubJW+rdgZJ0TEMNootxtHt/x6kQlMxcrJ8eEM1733vezGXgn69vOxtP4P9o34PKwCcB9w/T682y1wxOIruAecCr1lAMUiNMWefNuUZko419rvecK4wfiTD6VGHrFsbFQKpiraSfP0s0JMrt/uTwPrWt74V58+fj5/fKAT6woUL+Ot//a/jR37kR3Drrbfe5+tclzFCzQNBBqpAHao2Emcrl501xcY6U1q69mIyfzqNGxInxaIqKslGkEBuFt9VxXP+27cDH3+MVAewou1UzbjJUlvhozRhzskn4t4s4mQTcKptg7K45oDJ+QKmpjrhKB2wTQdsMGEtE47rGjNYF8aSIoskWHVan+S+0EJVE4Qu3Yqvq7YRqXl6Ixpx1jZ2bmtzKGpmj35OmlFKwpwyDjJEXZ09atQuOeiAkzJiV1fIDv8X68x2GLjEPclzNOq+/kH/Kx7z2Z/ypzMRblD780/8bPx5fDYA4Af+y/8DFx7xRie0VqxcBO1qBiQRpFZHJDuJ1fp86/ycAQWHZMgRDX0SEhPU0RDL6tmmKS5uJQBGRyxcRCyVZuCEYaILZVCGJwSmcbPKc4eE+eHlhf5oXxAaL9VI22aQliDKXtYIdzOrxp/lTN5jk+dwDE59KcIu7YCg6JshcoMUDwdlkG0SEvmoUBZT0wRIDe2I4+LHm7Tx6es+UfukPUkTsiPy2fa96gJyzFSrkSFTJRnXQFizxoTuyCPhOATXS0juZbiAIZqlUciaO9I9m+0TAMTShEfPkNLUlJ37uUijln0wfZi5WV/5b/4F/vhMwdH5HR738LfhEdv34cwj99iicW/a4Z9iH+75PL04XYVgzCVQSEVzTNnY54BrHyFhjus2AzVEA7t5wblEQqydbc3ZmqWVt6A4AufPfA3RMyOw3mhjxP4+f/78whi5Wrv11luRc8Y73/nOxc/f+c534iEPechln3/jG9+IN73pTfjSL/3S+Bkzs4ZhwGtf+1p84id+8AK5180Z0TLGAtjkGZNM2GgCMkKmvF/QAuMaVBXsZkvhvFYFxBvZDL0odrw65C0+OZnyNasiaUK+zK8F1sOE4t6kXa9BsGSk98JDcINnTobCrNOMfW1drBCc1BGT0qus2MiEQz7BzfkYa5mwTWY97+uAExXsdIWDWvgkFDS9Tg2FkSRpLDR6dgUJJ66kyc0tDrxOIbTCvnsCBNFxdC9QY+PPsRmOsoxnN2Ji2xgHKf48tjh3dcRxWTux0giGHzVKPFdpX/24/xkveeXP4g23/zxWUrDRFIq7Fs5y3kF3yM1BnGyHKqH5UZuBsdI5SJgK28RIHh678V/U5FAJMbaTumoFD/3wa2nt1ujxs5FAupbJ+UYMt9ghMKrJYPfZKrMsiclMKe8h66b+y/c1fsgggp2MFp6SZd0r+L1pzNq/m4w2D2zym/oMNMDKVAzdfe19jW/SP09v/2RpaOWEiixDh2CZ+NjKKzxHKrzSSDFxvyq9pg+1PhDPPDtpd4ZVku3Vm814txUzAkYWVkCd38Isqms14iXZjdZBq+sG2Vq/IBsccMoohFpG1IchTPOiO+7AP/vd30NdAW/bVqRtwWo7YUwFVcwh0rrCXgeMsgpHJkLt0ODwMRRNp3iQZpDSCYK/Oz/PfVFEMYhVp95349dI1S0NnoYjhIi3GZgseFo0GcBXG39qgZrotbOXPhKyaVarFZ74xCfijjvuwFd8xVcAMOPijjvuwLOe9azLPv8pn/IpeNWrXrX42bd+67fiwoUL+Gf/7J9dFh66Wrvu2jSR1gaT0k0pI6tiqgUptbCEfZ5xais3PmvCbh4WWRs3ul26dAk/feePQlDxgeEPsU0HkIXOaaZVAtr2HRdIwH959X/CnX/4y4B7JeOtOySZARicSiZ9MORV/VokDwIEVAkG0hggQXDniwswb++Q7P+ZVdE48eQBNDSGRt42CSoawS53hwdhWFVj6e+9GrDAvFsW6luFp+dWv1ZYBdExDg2DlXumimsYOFE32S7ZpVEyVsswTo7MDh6MRdNHNHv/3rbbH3Y7PvPC52D3hhO8/ZG/EoaGQKE6hGFe/RDN6t4UWJ3VyuJZHZrkBGRTd135eG5kQpGEMRc3BIvLSrc6QUGuE8FILoqjHOxzHlJVJX7W70/OBDEHI01YCcM5LWXSiJj23aFWTCljkoYFVZWQJrewTLt2Uliqqrpug5gxP9WMJKPXyjHjjZyS7Bdg+BMeTrUykDnmJ4nfxAnI16JBhTDCxDLGXPem6oDOFkFRQMSyJhIExY10qO1jmiSK7fWhNoZFBeoaE+2+nBF8BihQW6zLQppo2R3WeeQVJH9uhmAA6hAIvw8EsbhXt0nQ7gA1HZpZE9Z5CgOYTtSkVPL900VGfuI/vxi/8IY/wh8noK4rZFuw3U7Yrg+RaXWoOQxeou4tvFUjxCeuOltVvMqxuLNlLD3K7RHRE2XoujfO6WyV6MclJ9J/oinG0LR3WrjVuDvVrg/1/a50vBK/Xro6gZW8uxvZ9D5c79nPfjae+cxn4klPehKe/OQn43nPex4uXboU2TVf93Vfh4c+9KH4nu/5Hmw2G3z6p3/64vusd3T659dq12WMrNOMMWUnRzXSFqt9Eh6l55FgUOCoDVaba/6g2h4fSrt06SLe8cif84wB40K0iKz9Tea7xXQbtPz6218ZZCSraEvmvykoEuaGGx9M+WJWAdB0FJjiOHlqJT3Kk2IhDsAW2Oyw+srzvegF9/VaJvVKvNrKuVNMjEXZAgqOQ8Di+iYoZhsvQwOE+enpMYWyasKxG0tTNawjnZIujj4VG9ckNQwu8XgtSbWHOiz4Iuqf+Wgp3PTB2qc/9nF40ANvww+/81d8HplVO2kO9dkBJnWeHRlh9tHBMz4yCjQJci1YixkxttHKQs2VY8bxjnowXRgywyTAicJw7gk0oHqUERVjpyYMMLRnGWDF1g66NF7txOzUdHYOOSPXxgOaPKOL8XOucTuYTWvDMrkadjBrgpYRWXLHIWnGRBi6/i0Vg+ydIAKmxU+VGWAW+tzIFOgFD60Cj+NL8mJnObQqGFBrheiMAB7rVLvUYKukFwhrUftZ8MPcaKI2S3JDlJ60BB7p91KrV8WRoKFQ/RBUVdOt6DZN9oUAVuRNupo3sOcjB4kKuHsZsE0TSvYCcZpQdLS9sOb7XPPpvrYXveYN+O1SoEcA1hXjZsbRZo+zKzNG7IwxY7DpKLV3HFMBpCCpzd7mcNpsz1q9j8x8VGCBhNFx638iPn8iD/HU5+2ZUszt4IfAkRlRDHBjMNWFqi4F2kSAieHVK7SPFNGzr/qqr8K73/1ufNu3fRvuuusuPOEJT8DP//zPB6n1LW95C1K6sU7ldRkjZ/MOY9aAywBEzv2s2S3CJo+8SjOOcACVPy/NK+TUyJr3R1NtmgU8uP1BYVFbq30hVcEoP9ALIzX+iMXX26Tr+S6EnTnJsmgcyIyJb9IU3ijrsBiE7n0HxayMN28x5RyaAtRMaGEhk/RWBQ4OIYtv8DyorAPg3zdl010dsffsGB4YPVO8V5EFELn4VQXrNHtWDkl+TA91rRRJ0GqfiyqYmjHDiuztnVfCPjJDCPigePNHWaNpTh7Aro4erksRDkvSRM2CDK1WUyQ7D+igA1Yuvz9pxomusNcx+AlAFxK5yrNsncNCFKrAD19N2Otgz1KdcNttUq3ismVMUe7eX9AQFUnIvu4v1TVmsWNV/X1IIKUBAzSZbIgZO1wzjTsDJFjhv6Gy2nGbz3PKvsdcThYt2kTOJjXnYuVhVUl2vwElnAoVQUkztjoBkHCquEZpSBk5XMKBKpKACiQZwhFp/Va8wrYVr4SahgjcKQMQRoWtMVdR9XdKvo77fQWe4ly1rbmGe5iRU90oDAQr9i/FoPByAylmShLTHikwVGxXB9sXVDCXjLn86aKVdVSUdUU9qhiPJpw/e4Jbtie4eX2CIdUQ7Gt8DM4nRwi1hoFHZI7rrzqK1XMZR1gtAxotUW9I+r417hUFCjnj2L9BdlXm4hA9brQE49aZzIJ9txlRbLt8Lc7IR4YxAgDPetazrhiWAYA777zzmt/9l//yX173/a7LGNmkGaucfHLMYZAs48P8mVeTzTtsU8JRPuCgGSfziP84vg4v//Hvxk987T+87ge+VnvxnT+Dl69fiPM3NYQCaHn6K5kj53rwDZshFAgwFdMiqOJS7hURZjARqQG7MmKqTVqZk1RgueckG87JvNIFkqJWiMn0VoAhGdnO2P1ri827kmJPtjJiIGN/EkhJX9p+LcsJPmnGcV1h50hMVcuRH5MdOD26Q5iYzyqCQIHI/yAUudcxJOJJTmU/GnzcNjXzblthQuCjnipyxca+4KF2qawwOmLEGDNTBNl6PgLn6aQZl+oaJzB06p6yxYkXK9ykCes0Y+2p1s2IrBH+OWjGVg7E5uJeK5lRTfIWhzQ4utGMEapL7upoG2xK2KTDAjGbkENQbNLcQm9eWGxXh0AXSG4FzIMdU+OD9NyHCkWtprGjaiGLIXmmRLIY/qS5oQIeTt3reFlGBVVntdrhoNXCRpNkrNMU7zLCEMH+AJs1YTpVALJfg0krUso4VHUjvBlGBZZxRrLoCAoP2pqiSFtPoj99NFjot4W3+VzsrxGASEva7iXKmUUSUuiOpECB4lZrQTJSZScWRgL9mAo+7e4j/KOn/t//VPV96kaBzYxxO+Pc2R1u2Z7gpvUJjoaDVdKVMYwAGiOmPVMbQu2NB77NCVOVFSjW4iq0olhjwpBLEP/7iucDCliT6aSuUIAwVKFMaG8k2JgjPDs0oUg1PSgR5MjoYVh7iS4XuYbOyEcAZ+TD1a7LGOFmw+N3kFAeANArBPrFnWRZnRx2Jh9wNEw42Yx4y+EE3/Rvno9//BV/47IiZfe1TfMe8sATiDR0RoDFpmUZCcUzXbxMusfx2QKWRhfqKNkyR+bRvleXn6e1fVJGbNKEKZuntZEJ8OqZBRYbJ7eEG0KWGgW2RFv/MT4NNLEzhRO7tFWWtKqdBf0BxPAZ05FZblwxYxDfsNGnAtJD8xo7ApSUwvBQe1HsYN51yw7KILx5GmUpKgF1TzVF3H+SjJ969b/GU+76fHzR5z7jhoz9h7Md6gCRGjyZ47JGQsU656hjQ4O1z+AYHQVI0jI9JpdEP9QBJ3VladCwflzXCas0LPqasXQaCJolOEO8096NUZLsjIuUAvVTNYNkp4DUNaY04EwesHIya2QIeDojeSeAk/xgCsxTze5ZdkJUVTDrad/QGsO83NQZby9aG3qCVnQvIUOqLr4DNJ6VohVePMiALCMGVGzzARt/FzolKWkcKuw7QyXEU5g7oqEY0T2rHeqc/0Z8rCjC57C9LnkNGutnYxX0nIVFZWM0ETvt+0Tb/hX9Jc2E7ToRM/i8njGlBVVsHTdyr6vUutZSEsWQKsZUsQJw6wPve0rmfWlprBi3EzbbA86t99gMU3BFqiZMotDOMKQBkqUE363n1gWrQ1qWE0PRPeFUgeAL7uoIIIHlTXrBOY5XgkQiRiAjoIBjU1ydNOOAIRB5qiQbEi0RxgOWyNpl/fIRwhn5cLTrTu1dDHoHnS48Pe9rDkaFqSuu04xNnrDOMz6wLbhD3otv3e9uiDHyylf/Ht518uaIq9PzERGGmOO5kxp+M4vFJEmmA7qYrcdip/4wd++rVPP8euVLtoY2OAs/zVAiprAUukjpSyUqwPbEWDK3Ee/QLRLteDqVh4MXLENjAVRHaYhaWPaPIDtZMkJWYocHZdEYihLY9ROs/gn8yvs6hJfAA2eTJoyYg6hHEuEohlhbWqgdqgwPvevhf4S3vO3esaw/0tuhZqTkqeN1wEkZQOXGkhJGT/OjbgXHl9wMQZf26xymgx/8nHcHZJTElOAmv87MqUmtzk/LSrFRzI7QkEBdHWULDQSfu+1egpJtDq+ThQ1JhmbJAhoDDE/aPOfcsbVDUb7qRN2e05ClIic7emPOqZOlT/E4LGXV5vcMhUhePDe9XOAUnK4tI0IFSEkBtCwk411IIApjKkHsVb9mZP90zpZ6qrH694pU57JUDDpAUYzvA1N+JRGX+1FvlCwdjV5iXuJ9yGuzUM8pCQIiTOHtwwsA8tq9e4IwguhAttDchzD5r7PVWvErv/UyXMgHrNYzzqwPOBoPWOfZ+tP3lNPEQmb4WVbThFFmn2vLh+dO1kImJagDbFxj7A/+JjuBWlxh1+hBGokCsbd7GI6okyn7Whh9krxIAx5QwWrYzJ27lmnwkRSm+dNu15lNQ9tSkD3NkJvepI31zEM6KsZ67DJJxSbPODMejLgJYLffo5TyIdUg2e12+Nk3/xjKJ/wRtukQkHjxTYlGUxJdbL47J1gy5XToPFQKFHHTyali1IKanXuS9JTBAGyHyYytNGNMXm5eJkgCsppHNkh1mNg2rE2aDKXp4L/RjZiFNU4v0avcTkESzZE+fLoi5SZNyw26G0eWjgdch6AqDtVKa1nYIeGktnLiVnFSXQCukZirJpQsWPnBxU1gLbNzhTy33qFo8DC+5pL86GqTDshq4lFFmyCYHS7GHZlrQhKEobZOBTVNFj7xlroNj8YiqZGzowyagNnFnZiV1qNgq1TQ1wUaAYzSDm7qjvQaCfx3CAPaNoy9GzckxPZaCnY98rNgCIhn17i0ThhAlq3R1tSYCtaY4317lGFI9tzcQGmgWX8aF4DrLTlHg0Ep639DfNiMjD5glqafYn1jv8+OIKxkBjIWh5ug9TH3tOC8QLzAoSB5av3BSB7BsapIkAV3oGmM9EZHPL8PEtESUcT8IFF5IdbmDk+kqPrPjczMUIQio2lq0N/vBRf/tA6rWivuvvtu/O1XvxTp/Ixzqwnn1nucGQ6GEAIRyg5OmxjqdpQPWHltF4YsDzpAkSDaEKQUc7JGiQ6BOpJHZKOlrFsWmIVXtsk4RiqC4vtVFnNK2XPqfT2kCtUSmUqTGzdQYPL7j5JQHJ1hpg5VkK/WMqjKfSPbR8dee33GCFoa6dBBZTZA+bJFQXKQCS4ZfL/OM86Newyp4sww4e+99p/gmX/4F/BXnv5l9+kFdrsdvv+V/wPWDz/GOluMcO+KqQCCSAo00baIzZfRY9+2ycIXJr2PQQpybsz3Mgh2ZVzEMAljC4AzwwGbNOFM3uNs3pshgh4tMBLwmbwPaDm7AXRSVzg4N4MKmxkttmix7Yw9jBQqzvmwVNkcBhS9NsKVS0Gg5UIgmU1glZYFwIi6JOqG+dmkrJnazXse1zUOTsQ1A2yGYoe1S5VTi4HSVvQaPlos9g/WmG11uvXEwlBx9HdmCJA/X4W3DkSvJydUVwXq4KifRoiNc3yqLW16XwfX7bDjsML4BAIAYoqlB6me4dQqncbaqAlVR6gC6zT4IUFeSlq8D43KLBUp2zMfdHCNDho8jS9liKCXqHOjBEDwobb5EHtMq0xt1+A9q4ckwzGSAlRF9qJwvd8ZHAy0+cwwTf+ZCSbAttUp1mSSiu18FJwoJRRfW0gniULSHHoozKIJHtAVEAemebJdySinMVklNePHHboCOnnmZbfrSvBFKpEsSW1/JsEypVY3TZcqvPd3+5WXvwz/4+/8BuabK27Z7HHz9gQPWB9jk6dAB0PhGq368CZPODfsIjwzeuiFCLSdPyZ2wH1v9Kwwq73VVesF09tbEgExpApD79do8yOBayWjeAYjeSAKRCh1koyqDQHsCx4mpZ6LuqF59f6WD2Ks3JdWP0r22esyRkyfonlYhIoZZZuRcRoaNFJkDehqlIJNNjRgnWaUMQGXrlXG8Ortla/+r7jjT/53nHnYBajA+R2GdrAmhbHrDYJrMe/BQxY22c3/b6JKhLFDidIPkaqCXTbOiMIIvWOXM75OM9bJFFUp122Kps1IqJAQlqKPydLpo8PCrAQMXEFiGlg8Ew2MfW2EWhoTq9SKGYo0SDzSkLWTBncI0QxHxCLnZsZQAbNiEkwsCYp4DkFTMjTjjqnAFZO0GiLJY9tv2P4Onvuf/jGe/eXfep/Gn+33fv+/4V+97t+HeuGnjZ+Ev/mXnvkhXfN6Gj1RwA5Zi1Ob+JYROEs75ACwnxXw0IAZl2MQ7hBGm1TLDDFjVhfx6yigmCzFM10hZ94236F9pw+1ojuMpCI7+Y6fNRVe6UKI7fvrZPo7cHR0JRU1JVNmFsE6WYgKvIewlpGVTNjmA8ZU/V72LNt8COOYgBGzSwrsHTNS9FOgPEzXTTy023cL13GslZYaTROFBlmvz8EeOiljkLbnYsbBvtr+YZ6uZRjNWpFh2hjqCsSm3bPMUmnhKsXgfR3lEzonIOTN4QaMr8Wk6potlHnvYtAw4bQKq/6bVQMdmeoAOEdlkBpGJY3Q+7v94AtfiBff9TYcjhSrjemJbAcL2V/p7ty713nGNk+hf0Pydq85EsghWs2iBG17EVIYB4F0wcKkADPJvOgkrKZaZohFKo7rKrLFAE/XRo1xWScvByJ2ZSIzNKp7Y8/24qsLzH0sTHMvWxISs9i4lcDgRW0bCwmapjtyubaIwLJJMiped+F1uPNld+Kpf/6p9/pZfvu//gZe9bZfAT7xDRbuqSOOywoXygYnZUTVhJwK1sk2rpWnnxI2bsJIzYuJsIg2sSqSBUU0PFkjGQo22YwObqA0brZiP9/IwTYlqRiD+JetvHdHmJq0uoqqLZy22NJCFIlPy8k+SkFNEqJm5IUw9j9VE3kKlr2/G2PjWRpTnJkzoz+XJ1/YoVTpFeQwhgb3TiwzxyxUxrcDOfF3sZTk5UGYpWJ+4N14X/mT65mCeOUfvBKvfdvrFjPwrZfehrs+7p22SUjFH75rj5/+pZ8KLsKnPOyT75daSG/44zfipX/wmzg8OCN3GhmrZMZaGCMdoY2H3iDFuAC+fphCHRobDg0PMEG6hCHGHYAb055q6gcbpbCDqAdcIXuDSBd1KADqg7TfoDuQe0N4+YcEP84lIj8chyFZ8UbG4KV66mliob+yCKFu0hQ8JP49d0auCpxrsiTKc+6uICwVae+OFGHaqJ7tY5Q95Zc9MuqyujYADKUgyRBoh8KKZR6qwfs5a6zLuSbXXdBAHlIdw2BqLkV7ZvEDc+rqNvG9KEFQ9TRHp5q2hgjIcCGhVuNfaKibPztRyZ4L0YeB78/271/883jJ296B160UWBUMY40QXRN0bOhc7Qw2niHO1HEDPmPPzC4PLU5exNS4JJaWW1w5mg5av08DZvD1HKXiBge1lDKNEl8Lba90YyKMO5vL6BytMEbQiLeDFy44nabet/uDwHqjr3d/tesyRoCehAUAXbrZqUlNKEvEYtyE9RmbPlT3slPFax76Otz99gt4Kp56zXvP84z3vu+9AIDfevvPYP7EV2AQ4zFcKivcM29x97zFyTyGMbHJJl621QOAtrESnaCuQW9tcyNkPRZ6VhfLOkJRgKXTbtO0sH5XMgUqciRUf23y3zsdg1TVwkEZyXVPCkw3gbwQxvb7VEyiE3QCZ03YyRgS03O1GP0hZ4uJi205RRN2USnBjEHj8rhYVJ6RssLyiMzsmByiBmwDW0nBNh+wFovbmpZKivc7qavFc/O+pzkKwTa/xsI83d77vvfil1//EvzuQ14Z47DOM/IDKs6qFwcUxfFD34479D/huIw4nld42hvef8ONkfe///34lT94Gf7juZfjljpgrROG5CEXD22QO8RsqSYpbfHsKDUviBj+yudccBQkYahjIGAk481I2Luhb+NblmRJNGEu1neh10geFJVcmU4+iR1gRAp4MVtLaizsbgNnDJ3kvEb+M+qEpWJicZgzDMM+GFKTy19Jcd0QN0TIT1HPVEmmydJvrSQsrtIMVAqIMYOOIeUaf/LCOGgtvF7UCI8WND0Yvmvx9UWkIvvamin6KApURJonjY7e4M+oYXzOyKE9VLv+oTFILhCJ7ArL7oAyw8hCMNy3mClicgGNoxTEVUHs3j0H8P5o8zzjPe99L/7pS/8A77lZgTOKtKrIqWKuCSdlhExN84j7pBlfNCoaIjw7EbuoYFdNHr5PMTc+0hx9tq+DFx5FGP5UZjWjjmUFTOSR87zN4WbiiagZHz0y4yYK57IkxehhxDGV+L5Cgu9i4elrpfZ+DBm5V21fVyh1BcYgGfsl0atAuk3TJc6hIelbHcY88UOiaMLKYezTcOaV2mvf+Hr8jTf+G3zSLe/Bo29/Fx4AI86e1BV2Xo/DJqgdhqZMmLDNExJqhC2yx4hX0oqOZamRRkiFTIZcjPuhLqBUPQxkE5ekTcYwCaWvxDQhNq5xwMV0d90CaJs34HBsArSaR3OprHGhbHBwhcuCVpeEmynQEwjNqDqIa13UjKlknMyNEAi4Ialt4x0SoUSrm5FEMUpG8iJ/xmz3zUCBDGCVZxylA47S3rgxaQfqUJBIe5iPwpgCnBzZaRzYXCDh696LLT3/d78Zx4+4Gw/oUksbYdP7kh4WEtZOdBuuIb98X9s3/ZcX4A233o2bIR1SVcNQXCXrp3UyY/bEN0/t4V6fA2T/b9OEM2m3CNMddAiOBJt5eRnbfLA+7pAzKvoK0DITvBnHgqGZ0kij7jSQjMfn41whP8I8RiCliq0Tr5lqOYhpghRJqFIxR4jUQrBMuVVYOJPp9TREyD2pkPZzNLSHOhC900PPeZMOGHXGLB6CRa9gnKMfaxXsfctbu/ow967jusIq2drfiSmA3jNvTdxNU/STGW+2Vs4OtgZEEIehrZeMWYG9o1nhKXvK7SiNvGvrve1dfLbeweE6YjVZIHfQvyEkNN64h53UVRivRIBoQLVgEJVY7x9j5LWvfwO++sf+C+YjQTlTgDMzVpsJQ3ae3DSiVMGYrKK07UdXPjhP/NwhP4fcvZBnqCmMPSLek2eekeQLNN7jIIaWsb8onLdOM3IdjXuTEiadMcM0oxSmIwNp2WfkxCFZfSlDZ8oiAeFQhzAS+VxXax9DRu5lu1RHjDRGoKgpLTJKZnUlRY/HZdcXmDxEcfBMkIvTGvccNthNA8ZcsRkm7M5cxDNf9A9a1UQwniuYih2QMsz4+Fsu4tb1BUAUF8smUg4BxSrPOOvfnWoODxAAWGBulZYVTysS9g7nMyzCMMfg3ger627ShG09xMQ9KDUH7CA4OJHJRKBWOE5r3IKLIXx00AEX6ya+wyky+wY6OSJyXFc4LivXdjCC6irZBOckBxCLE+i9HB4icO0QCe+7j0mrWooyklXiGFMP7ncThKGs1FRlW6G+LtsArYaDwdZDeDans3nsnT3dVdsU/N/+8w/iTetXA4CXiUccVqNUjA98N84PptxANKZHDNgnVGKUZLyk3z//W/i//efX40/uuQn792+Q9glPODqLf/p3/sfrmf7LfskVq2GK8ejj1kyxpXjcSmar49LxLiCNyDt4v55JexylgyEj3QYKANrlX1ZNGLSiVgvjVE/lvDzNsUHKfV/2vycRndkhLWzEitcGbg+YQxl1lBln874zGpqRPErBXgYksQOWh6qlCpu3uxLjAfSzIgxzNF7MKKbiTIjdjOU5nAiSODMsbLjSgkkLdjr64eFkTgyYS4qqqeLoRXHkovhhtHdjyVKrB7xnOhvVbq28hCG5a7V1eDbvcW7YoargBCsAl/NyiKmYo9JJDKCp4AbXyg12hgramlpiQdXBjJAIQDPurRRDb/hzt7Hvit+Tv//i9z4ZX/SUD13r50UvehFe8pKX4GlPexq+7Mu+DP/83/0H/Pir/xiHswnTTRXp/IzxzAHbzQFDxxUqatXIRRDZVJQloKOoEOzomHXoekUL6xAVmj1kI1hh0mGBKE/ViNWcS1a3rFV2rm5IFLHSoDb/R8eJxc8yLPbvXpyupYrXbtxTCFSSPHu4hvFHI/xGtj8tgvKH2q7LGDkpaxzK2ixEIdTXUgVN/MmFgNCgTBZMOykrXJpWuHhY4+Jujf1hQEqKaZVRVgfUm08AuLebmhgY4bFVmnHzYFUdj8saF1WC/yFiLPN1mk0fpKY4KFm7hbnqVLHkgchJAnQ6IWiCS+YZJQwoOEp7rHXCpIMz7Y0sRoLTVE385hgr3CMb06AQkqnMGCPPhBtIUzRNwc4ma58oD+AQXm2WMw+2frPu/zCDKRPpqE2zhDVLGNsfHKFiWCHSsx1JaiEG86KLG1cVfiCiEWPRvVu/MTvg2WleCI43e/zIf/4hAMCbV3+I3YM+EF6wzS01EbtUsMp7DM7fIRLXh5A4dvDNmhWE9aa7cXEz42QDvDsB0/GA2w7H1zP1o83zjBe8+F/hnu1FrDP1YUxVd+qQqTl5BU/fxFbiKYNoxeRI6F7JjK3ssXVDhO8o5OJAUNCMUJYAW0nGDPIFqF/hZpk2AF7QSMZcryzsyFg4eRhZvGiiJHtStf+MromzFjNKzqR9CLjR265JglhKjgNDZzxgxK+1SVMQxfv7J3dmiByspOnXEIkkkhnzyWeYQelYCLORN9LPwRGWqVJg6Zv0tvtaUDt3CILzhYSM2ddLWfRHEQmVYx5SjZ+hCyEuEZLErS/MYdN+INo8FkTtmYWzAYmaNYj+90Kd2g7b5eexWNcMm9+yvQUPf9iHpvfzohe9CF/+5V+OJAnPe97z8De+8X/Cycc9Am9PgvlcBc5PGI8mbFYTNoMhZSUcQEdppWLMxr2Ya4qQGt+BmkqnBeEY3mzmlvU8x7IPex00B0IrAA6pE3T0+Xcmk1vSgldcw8HZkYqiudvjmrou0TiWU6Bxa+ncNgsP9WME1iu160NGyhpDWQEAqnuEPAQmNziYg22HJJDERKEulTXucUTk4m6NS7sV5sMASWZlplRxdnXA0XDAmWHvmSlzY7n7oSloHJGDox/r3NQVAfPOcmpZLEkawUvcCu/rg1DmejgVy6O8914HoAJrkfAkGVs8qf0hrBGvJW/iuK7DC1A3SG7Ox3GgcoFwA6LuiVn4KYhZRGtmj33SA6NcMrflJGZ8KIwLsAzFNMJkcdSKZEL2Nxnr5AHQkMvCagzeLxg8Y2nAWia/Zle1FW0xs88ZJgojCoLDmT1edf7XIr7KQ3OVukJnQuVMppNbafDi/dl0KHi/nkvQZNOn88ZTurRbQ+6e8drXvwaf/OjHQK5DL3meZ/ziuVeiDBUrn1f7mmE6li0MNtaCQ80YJXdjUBfGLsdrlGKlFjymzEAJU+NpGEf2FRrRjnFrP46sN1QCLQF61KohSFV6w7GlhbPOhhnLANNaNokZDfacazeo2zYnph2SDHWYkyEKDDHZeDNbwQ5ypqsHAqN2RRsvYzZw3vEwH53DBc54FVN4dtnu2cOFUabAjW6z6zj/fW+gAwJxZNLQzn0dcFxWgXxmN4oT7NDUU4a7avKwdfYsF4BUUu4X5BGARgExJ2lzPng30tYPDcbTKIlIW2c8tKsaV6XAtIp6TIUaJTTdSs3YvPumGyI4+ZKXvAQpJdRq9V/+y0t/Fw/6i7ej3gLMRxWjh2fW44xVnk2KoFKrxeaXGaiGOB0w2F4vXSZft6fSyLZ92N6OBgUTLOhkcr+j9hTDOlVNWJAdRBSTDkSb1RrOTYKH6qHYdygU78Ww0SAVK03QLmRsRpf4fnF14+BjYZp72S7MK6zmVWyus5rXUZCwL5bNYpkj8yLefFJHvP9wBm8/vgnvu3SE3ckK036AVoEkxZQHzOMMQHFu3OEB4yWczXsc5UMYCLOHeY7r2g57yhrD0taOawrLeUyzW9Y2sBcmS8fd58FIhR7fBhrvAgA26bDIAU9itVj2xZJ/LT49YS1TlGjf6xBs+FEq9mq8j4tljUvzGu+Vs6CwEDcVHUk6a6mCJM0aUpLi/YLUltr78Hu9voS9iy0obpRnxoNzJuxQIxrBTZwHPTeCTZ7C67TUXUoh23pkNV6iJYRSU2pQvPXjjFm7QmFQUPKctX5SyvE8ABwibQWntmm6TIskxzFuJLwCFuXLiw2EnuAMqw1zlPY4s9rjQasLePj2/SbmdjvwExd+D9+8+z+w3W7v9RpQVZwdD5iHiqlaraUTjAsuz5jac8+aMeUD1mkK/ZueIGok3A7hkiYcmKGYnWQ3YJlqPiNFdtbpIJhI0zLg35znCV7BVpsqZSizwqq9Zg9h9miKoTZlYSz1RmX1A5lzcC0zkPoq09YXDFtR62OPARM8HNlt2myzJoyxdmx+8MDg/Crasrj2LN+grvjbwfR9o3YID+y+uip1PYJo6+tjlIIzPqZEmCY3pnrDi/1NcjCF/1YyO+JEdKKp4sL7TYQkS430Zr5Dz//g58c040zaW1/KYHo/LlbIudaXuiASe3Fe47ue9O140K0Puupcv7ftaU97Gp73vOch54xSCraP/ESUNVBXCqwqVqsZq6FgzOYcUQCvf49VtnTvdZ6hs+043M9nf96p+96QKpCXIYi+thBAdNXJ0amg6IwdBsw1Bfqsbtwksey3k2prWcVCo4MUzMheedvuUyE4ritcrJsIRXIuHHSAVEfjVUNPKPofguP6Mc7Ildp9ED0j6Y2wI0zyW6qnZtnhcBGb8OyrHzqza2FAFJIrJAmQFMNQsBpmbIcJ2zQFKXGQVtae+iGsiLrJU6TcXpzXuDivcTyvcCgZm2HGmcFQlrUYu5rfO/aJc2HaQNHy2bdu+JDf0X+H1vgqFZzLOxylA7bpAAVM8MuNiVFmI5/OG1yY17hU1guY0GLOBR+Yt10k1xGCmkO8jMRRBEm2qQ5S4h2etmvwoMOVqWIlDe04N+zNm3WEqTq6Qjlkbqi8x+iGAA8t9g+98xkmasU6OgyRrOGiSqjIeWeZDTRGO899cvhySnMQ9iJTA2gGjuu19J4gn4ckMMC8valaNWSr+1O6eK6Fa3Z1ZZ6ps9lvW90dG1bRjOe/6q/hqeM/wJP/3Gd90Pn/8lf8Gl5Wvg+fdFPGiQ64e9rivXLGY9QtDAUApSYcPDslieJs3kPSFAgXY9brNAUCZLOhhddO83cYAxeoZTMJdRKYIisOZyyNj557Yh54Q2fYD5yJY8cnJpKy6hEzHqTdYUIUJ0MBKRh8PiRtpG8AwdnYpEMcoEY+Ny2PfdUrJnYMQhnwGaPMXtCvHUwMe8DX2irNkcGTnVfCA8FQvQx4aJSI0MaN37XMWKcB1IHpCel9qKcqs9zspzSu+scPoTHnuKyk4KSuArHlNRrvq0bWRc8lqVfolIauIfgzSRVZqbHhfrzfg3uZwkIeuzJeds372r7sy74M3/y/fDv+j599CdYf94nYPuYzMJuGJOClM0ptROhVLmBcasw1tES27gxd0A1md3rYB8wQVCwJzr0TAO+/te8/VK/tKfIRGq/ZdbEY0jKnd82kBj+Dsgc+U7dGi5L/tLdU4o5rSOPIwvZLKgPX3ngNIPZjxsi9bOs0Y53FYdbZUQszLgYx8upcjUB0PI+4sN9gPxtMvV0ZYW0cTDZbklqFzaTYjBZLtLjegIvzGiVL8DCOS0sXVTVr9SiboSGiVhirZBxPI/bFYrdjKthq00ZJDs3O7pm/Z38m0i03w4yzQ8Y2O5ekWuXVC/OmpV5CscmTTXKv3ZFRcXBI2MIpKxyXdWSSXC7DbqXcd2VsSIlvlpNzROixAV36a+rrSFhGgyaBoliJhOQcAEjEpTd5xlE+WJEwr3/Tp0vSCw+1Vjfs6JXzqSNTRYBRxUsytBBDi9hbX48Ow/MdaEAwq0GlZZ/wYEZ838apkShb3w/ed/ScSRhmmKtoMsO225wqTKa5wsi6hvTUuIdIQTp/D172x/8Gv/OzL0bSM/jGL30O/uWLn4tL+n70AnHrNKMO78b4yAs4X1dY1RGqVumWTH6jV7i0eSqRpmsS1oeF9y1AcEQs5m2H5OBIB+H/SQec6Ap3ly12ahlo4x99Oh6+/Ww8zBGCt9YXY3j4GwA07Rg6Djbv++1YW4qu/9P6ok+i5Hz18uuObpwGsHsmBg0or199Gc+IbSUzNjJhKwfjLUhCTWKVb1MrrdCMHkeROvh9cq5SHP1qgbrkqNI2TShawDTMWbOpmXbcLoP/JebTJnWp/upZNmgiWtybul609e3oYU/kb/VfHK0EuS4zDjIsDAyGYoj6rd3xsPC3CbpNdbDrCSK8a9kZ7YAfPMvDBs5J7LWF4wy9SWDY40YeTz/4Ey/E67c34+anf4VlmmyBslFDRrI5SVzHWRSSW62rHGFURW/oGqolEbYaPfuKofZ1tpAO9zvOxKO8x6YjlXNGstk84f7T9i1y7GigGt+k8UL4vBrjpmH0mu6M7ZWsCs+x0+DzmbFuTu3Ve5/O/o1sfyYL5W3yjHWSWFj9Bgw0C/ZkHnHPfoP3XzrCNGVsxhk5W0bGmEvk2JeSkHPFOFSr71AzLkxr7JNZ7ieu1MrKpUGwkxoxbG4sUxmwn+1PFnVZ4aWugUmn2/NdOKyDVDfVHAiLwIrB3X3Y4u7DBjnVqG5Z3Cpn6uAqzV4bxhAbQn+hCxBbUoTeAcBilRZeDa+YLHCquxLuTqmLJYPenqVMi/8OChzKEAQ1M9YmbPMBW9c8WXeyyE3fomXDsPVhK6ARWEXMIOEG2OLZPWsArVAhNS9UMKkr2rqhkmEZICR/NbWa5f0ZbgFj6ILgnDADYnIDzjJzUmxqXkXdDcJeJ6JxUYyHMmP6hNfguI7YXzyLX/utl+A9N78M880XQu9FATxguIQzyTJINmkCBNjqAWfyATUJhsS3QGSD0Kve5AkbmSxdEBJZTWvnP1hRNs/+SrYhZjUj4qAZF+sGHyhnLHusDvhEfSy+5GlfAwB4+Steire9Z7VEhLz3IstF+59TFRnEUmJeUZdiMfbSBMMQV+a1JPq6pZ2mQLiKhycWISwp8ScMIbTDKMky/ZR3tUw3r6Ok2Q2sxq3h3B1EoZitlLvPt52OEU6xuZ8WhjkPmQiDMDSM5hjYXG7GMd0MGsqmSMuwjYJqs7Fn+bMMKChiKe3Vx8gyojy8lSbn4xhBlYZUQeuX6oaIoImhJVGrj+TzXoTGeAa1ULieSIi9L+1Xf/s3Mc1z9AcA/Nxdf4I3DAK5WQycWyt0VYFNxbiesRrmCNHkZKJtTqyJsauQmEGQtg8QjdO0RIiYHt6XBhAAR95/jackYWDwehSLRG0ijnQKySE0J0+aMQsT8IvQc6AzVj8KaDpCDCOSpMtwJ99lvIax8TFk5F62o3zAOmt4O4zpTa4dsisjjucRFw9r3L3b4NLFDeohIW0F09EeG5+U7BpVQU4VEMVUEt6/t9j9kDop4OEAoOVur1Mjsw1iFUl3ZcTJPGI3j5jnhIPnsVdtxKQxFVQnm+7ccCk1ISfzJNdDxvunI8w14Xhe4f27I1zcr7AeZmzGOVjgVROOywr3iIV2khgEfDyv8IFpGxPeYpDFwxC2ydHbmeoQB/DKC+pRCG6qTeBolJaa3KxyS3cECqZK/YIaEKEdfjPO5l0YbKYGa5D+wTOA4LFpZmBcyVuqwUbXOLyLdB6YtzjMwnt2DyO2CP+cAJZcZylv1UN7RE0W9wZ97pYJwAMTCkxoyAi/b4TaZnrw+7OmqNuRpKKgYlCD8zeuIaNJgLMX8ev4PvO2nNxGT7dlxng6rlodi7PDLuYmtTI2yWTN+Q4Dqof1mjFS0UqTG5nOlmKByZ0zvHLQAXeXI7xvPoO75yPsyoCHVuDk5ASqit+p34PVIy/4fGpe7yB2NblsVLHoR0iLu9v8iXycxpnwood8/qrtEOwP53Zt9bBG44ywkbzJTxOtWNYLQVjvFo7xg11t3lAgjMYvvf84uHzcGV6pVbCXEZMSXckLYiHnyEpsfM0JsBT+IimI7AD5PNTksTopJn5oooqjNi4P6+gw5ExxNiomw/unlyXf8DD192DG2qyNzcYQT0Ur/JlgpO7sXKAsFbMkjDIgS8uQMyK5oqbrL8GhqviHb/oFvH+lqFVQa0IpCeXWDJ0SUMwYkXVBHivGccZ2M+H8eocxO2dETNsjJ0rSd2GT4BSZMchU8ti/Fyhqjd/3oWUKMkbGoY/zoQ4oMnvJAVunOzFUk46LquCkNv2rlZqzMPlz8V4CmII2FMWTH6hFc5obVjTZnhf7l5VOuFr7mDFyHc3IXTkWKZnnH5iOTDtkHixcchhR9xmYBVi3A6nUhMM0YD8NmKaMOgpKSbgka9QqyLliM844Gg/AGliroQ8HZEzZJsUmVxycBNSsX98Iky5Ij7REB6nYo8VaN4MVuBpTxdF4wNnhgEuzpx3v7c88p0iBZA2a7AfoPWWDu6ctpmppnbsyuvFSsB0P2OYZm2FymWB7utkJj5fmVRgdYyrYDDP2MwlVJnmdxdIPFcD50eqWkDNC8mtwdqpiJ8VEyIY9bsrHuHk4DngxO5/DMhZsq+ZmSnSrNwpooBw6lniCK556WjQXJms0sK+TL96Djs40Z7ZEg67twCscIBS9XJRsr0McQpCWos1D3gSNClZJooYHOQnc/BsxuBkUQ7IQkiYgk8lPrz8pDh5+mZzktq+UYS+hsVI1QZOg4ICSzSjZyCE2owfmixilBLJysa5xqa6BMGZqGHlVzQDZ6ehp4tnTe5voWW9oHuWKNzz0V/H/fvWduGW8hPHsAXNdtfXlY16AyHg6bRQCjVy+4JM4d4ieIomTfGeKqLH/e1SDcXBel5V/J82Y0HQvDjpgLyN2aqHXkzripK68UGSrPg2QQLsMG3Iu9QhacgORdaDac5h53LJaWKcEyGIib5TLq4608b48BA+ewl81Ye/ZNaGBkUxefkwzjsQ4MFbcrqUWU4Le5vQYoa6egMsCgazy3c9zsRdchPiQgEHtGXj4jlKseCYPazRkbi0z5tyuq5A48K+3bcYJm1GdB5IgK0U6avvtmCvOr3dY5dkVnls4hihZEGudUzjXVhAwi+Km8STCc0vOmGCuregdsDcjx9c7P8dG44V7zpm8xzZP2Gc7s947nUFCbqizKO6ZNoZk6gRkxZk0ozghuNc+IcmY1eopMUFDsq9nw31Ik4um4ep9/zFj5F42LlDA7VPfITix6GWIADkXDNsJIsADzl3Ao296N5Io3nF83rQAasI8t9Q69dLgWhKmlDBnIz0BiPoFAFCHhLUUVCTsKxfzhHOrHVIyi301FJwZDlhlW3yzJuTgGxjyshmMTEjGexLFyTTieFrhZDKEpfozHlLFLg04DBlJRsw1457DGrt5wDQPmOaMqSRM04BxLDgeR6zHGdtxwk3rXXg5RQ11OZ5GHGb3nFLBoWTsZ+OdJFFsxwk5Oz8kVWzyhDP54IgIFpk28T55wtlshsgDhkvYpoNZ6GhaKmYCtNx6M04QY9AOpnYYsKlaNI7x1iEWZI1sBnqaJOUxBDCIdr7w6WMRgDQviV7taQEvoPPAJYH1IJIqqlq/tPTP4sJsY6RZR7lwRzi0AmOqVlDMveFBK4pzU2754z+Hpz3ki2Nre8U7fhInn/CHoSYcglMOvfelwRUIXsSRmHFxoW4QmVFCxdGCCQOmaoJ3ey+RgNRQlYKE8c2PwRc98KugAH7u0o+i3HIReSwYhn1ksPC+THSm8NIgvR5Ha0WTGXnKEVcPxxC5aP3fCkzmBZpgpEnz+qjpQdSndIdnxOFhxdtmaboMO105Wtf0IxjGsjCaAt3csTCMxrutElON7e+qgh0ERTuZbjHVy5IStDYCIcmdsx98xcmtUo2jsHJxP2rrtJpWJcjegxRs5YCzaRck8Rlm2PQck9L1Wd+yFGzEC7WhZZMBJo2wkhmjlujf4ijfrDnQlt646Y1LhoZWyUK0Kw/vsu7VD778e/BFD/pyfP6Tv+Cytda3n77jZ/Dr97zCHKizB6wkoVSFqmXBjLkE8rvKBTeNJ8YdqRmX5hXmmnA2HaJWU2QDSo6n3aQ5UCF04RWGZRUSjiER7mFwdDOZ9hR5NFM1LaxW3M4MZqtTVrASQLPgbN3jkNwA9RVkdc2WuxS5ev0KIil5VFNhPXgxyqhi7cYy0Tzyk1SW++rp9jFj5F42iaFtmQNcACFw5e895ArdWLzw5qNj3Lq+CIXgnsnQk30ZUOaE1TB78SugVMVcJfgV5CSUzvosvlGR7JlFsU4Tblmf4GgwDolAcWY8OCrR9EJ4nVEKtkOTcB7jc6nF+JIiJUtbjWfxQZ1rwm42JORwGDDPGbUk1DmhzBnzlLEfCvarMcI2vP7OeS3TnFGqGV0KwX6ySqCDl2Ifk4VbtnnCmWzKnIxH7jCG2ict+hbGmsO7FTHjjBAvyWtmhLjqgzQos1UUXTYuzOobQ89fkbiuuKGDRdil6Vv0DBpE6jdRmaYVwsNI+k+j/wm9SCMONi+DB/3KjRGuQaKiEwbPMrBrTVpwqEOoPPLPrBk72ePS7hK++PP+IgDglT/7i7hURy8YqHFYDt2hZHVN7C0p8U7UpaLJQbfRAGa07K1JB6zU4OgirT9W8y144mc8Gb/0Gz+DzXqPElLszLrhuJmB02uK0INrYTP75AxFUTWNDjRuA3EU9gU35qkzRnjHZWDPtXBAcmVq6f2ggKCVCVM4KqEtHV/RuEtheviNeK/e8CI5lQ4S6xwlMb6NOLF0cG7KKMWE4zryoN2/ero6MzzaHGeGzIAMJEHJjQ/Ty/ivHH2wlFCbP3weC7M0Z4CIYEOULKxnBfyaQaIQp+KJGyPZ07lN86jnwvGZlyFRXawHJHgdKQnJ+w983F143/vfgw/W3nHxnXjLbe/GyTwC84ihtgNuO0xY5ZbS3KuoVhUcCmXTNYojKizM2R+SJKNaRpYCaj2lNH7dQJmrSR/0eiPkLM1ImDytu/iez/2c2WArafyabZ6Qa1NTVRUcpGVdtfpajdPEPctzlWxPTsnqEcGMIe6xrWipGSyzWkj9CsW1ozFL6Ea2G329+6tdlzESG4saeYyHG7Migr0sJnw2bA44t9rj/GaHbZowa8I6W+bMoZoC49HqEHDeVDNODqMrgtYQFYpJoE2x9MJsZL5RCs6PJ3iQGzt2ndRxNFyG15GbBJONH1OJ2G3jI9TgtFB0R2CG1SbPOBoMDp29NDqRkzJl1DkBs2Cekgk+ZcVuLJBUF4v1UL0UeTXkhUTXuZqXmrJ5F0fDhKPhgKN8wNm8xzbvAXj2hvdBkA61WdTsKxpfBS7y0x0uACCuBlqrCYcZgbIZgAGPCmKsSQjuMxnioEGHPjjawOchZ6AdwZZ2R6OD4lf9kiFS0nNm+saDqH9W8kV4QChc/Mvr/rA/yBGYNHtNEmrZWGx5V0e8//Y/xi+/62fw+Hd9JgBgp1ZfpqaENabwlHrYlggL0IyVhIqjdPD6Fg1xKh5CgLYiim2cAKigXDgD1YQVMt70ljfiLR//v+GMc34YlpS4m/jhVoLfk8SK4ZmxtVy/CRlFMqq2lEV+Z1EIz5+5R0VsXjR0gu9Z0SS725gZpMa9gqOZHAmdu4MlCYv4GT+BjWuz8VlaBtjpLJ+2niUq9No4WZ8NPj4APN5fIdUOqz7DheRmQ0w8BKKNcM5aJX2peBqeND0s1JIwqZmnnBOcsyQFb6Tp+/CAawa5rRUKbCUYckblVl6jJ9o2EbWlUNwmHWzuVHua4eIaq2GNa7X3vu+9OOjer4vYq9Xn23aY4mfUNKH+0b4MOBSmz7JS8xyf7blGTeSszb2501Fi9ty+mmw/fz9VQ1hyMnTuxJMJWEaDnL3SFa20+QNXwm4GRtEcmVTcQ3nGcDQY8uUaAKzis4p4VqUhYgfP2tyr6ZpoMiM5qYbY3pXax5CRe9lM0GVwiJDx+RY/XWWKndmVsyg2w4QJGW/b3xzw43acIElxdrXHTaudlRpXy2J5l5xFFsXReMCZ4YCbVycBkSaoi9ckXJpXuDSvMaaCs8Met4zH5mFIxUlZRconi81VcJMrjiTUiOtyg71lfYKb1rt43yRmJGQxMbYHrS4iS8WFeY1VKnhnPocPpC12hxHTIaPoYByZyTaqOSfcnY+wWjmbPBNlcZVaGhACgzqT4sxqjwduLuHm8QTbPIVIWw9/W5GoHJsXmeMs+ETdDUrQU9aeQk6hwumbx4wctR6SamxmAK3q5WQew/NLcZCdboa0+D98n2yeuvFMqkhk8zDFN8JH3gLi17apCViFs+m3tNjy5cW2BC28BLCehMGnF8oWqdoGRQSNGjO7W3b4n974bTjUjAc+5BJuKhsAO4x5BtzbIadhkOJVcFs9DbuPPe9aJlRpoYgWmkKMRe08qToN+Nuf8dPYbDZ48R3/Fi/DN2CTLLxEtNB4BIg5xfDMKC19meUPmP5YVZzX0FCMvimsLlBPVKWBGXwEvu8p3pDWZly0bAO4pwv3FDNK9+5UsOR1rS9sjJpBbGiSzZ+6CHexTZ2BZvNAw5kw9HRGUuMnrWQGOUTGPRqxkSmyZxpnxLzf0cmMa5li7RiXZIx1QrlvpnCK749Jq1WF7d6TmWbF12NvzFp6vB1uNF4AM0hGHax+UK1B2qWhxv8n0dcMEYFids6JxDgJjFT9nMd+Hx78oAfjWu0f/uZ34/0PvmRGIjQEL80wKV4V3cbzUAfMzo8Q+O8HhlA5thaaTkTwurV6qM4T8323Ka5af5Gbx1DKxcHCMXsdY21fnE23xooQmuMxpoKSDyFHEXL7aAaFjXvpwpoI9Ws4wRiOfBhnasBwiutmitsrXKpr7MoYkg+HOmCoBSW7AF29FmekXnVPva/tRl/v/mrXJwc/ryFlbeEEyTiTDzHptnlqHtFslvpcEy4cbGDu2W+wHpow0DZPOLve4yhPoVK3r0NDKJJpiTxguIRzeReHKb1ItlmTEUk1h1z1XkfP/TYLeOVlpZuXZAYMJ4qJKAnOuPAZLWjmoieoZRJ50a6jdMDNwwluW1/Ae4/O4O7DBhcOG1zYrXHxeI15GqBklhMWTIa6JDGkhChP72mucsH51Q63rE5wbtjB+BgZd89b7JKFfKaacM+8AWDaCJLMmLlU1qAuxNq1LQqGyyBB1kLhIlzB4HBNFBOiR2fEq0ilZKgMiNhtkhYGGNCRmnWwKso6BEpCAuggEzLU4Xoxf9qfCWDabsYkeXn/KhHDp/dOwmiEQnpvsjNoiM5skmVmNV6C4LiOmMsqwlS9uq2laZss+aSWxXGQASeyCjKgQAN6FS82WDVh73z7wZGJtcyW0h1pne1ANTn4A2ZNeNibvxxP/uSnQlaC9XqNH/nZb8XuQa/EyrMqyBs46ICLxUKVhKnHVHBGrRo1M4VszHKIgBnPg+EtCUNx7g7nJGqF+MRDSMgYvPqu+ld48LHEwV4HU0d2wi3RKRp9kxt4k8fWD4uN39NToVCxhFdo85KJnPDfLTW7NkSwQ9DCQESvGOsZPurF0DjPNAfKYEZumz+zJkBsfCOrAyVSsXc6xrsWFeMyaUM/JueMZFTvao0QAudpQWokZefgzNJCOT0aRLSmVaGW2M/gz27ZWCnGxojnFRU5UNKJ4Yd7UQZhnSZsh4M9X1EvekCxyBmrbEZU0YRDtTR2Ggar5IaA7x2HOkB8XjLkzHVrYYxWT6bnJtFRPfZq78fTys+gguO8Ck6PwGQgZk/ZJddwnWbo2FdqRhh6oTuUbE9hhiH895x7JM0OPg47HcMxoBFNPhF5iFrN8NyhZQwJFKhXP3Y/hozcy3ZSBohbpSsvdgVY7HqViimephllSJiKbebmlVrYZZ3nSBMdU8H5YYcxlciM2eQJ51d7Uw8ddzg37HCUD+GZTdXkdlEHrJIpeapbqwcfaElYHPDGcJ4hXTogiV+sRMvFzSJgsYGJeqVHCajOQgcV6zzhJpwgpYqj4YBz4x4XV2u8bzwypKRYvHIYS4i6bYYJ62yy6wDCGCGLfJVnq82T9yanjcbJINlUQeltDUPHDkDGKm3xUF8C8PgyFMk5Fr1HKajRT9YvDaYcZIXJ6w3NbqZkepzudSZokDIsvdAUF4FO7trfguPCpUGDgJuuwjL26QVrQuiiGDemzUVuPoSjLXZs6dwRCkCrAKvSUlFJdJs9m8PmVgKLXzFcNaSKDczI3mSv2pwOOJv25mHBPL2VH7wjWliRnjLlv6tzQiaP/RcPs4XHKRW3v/kL8JmP/lx88qM/BfM84yd+7vnY3fKHyDfdEzA9IWDKnjOmnaUaXKyCdTIvH6llfzGjqmWntNAGtWMqGKbxMXWvNEILwmCdhsfqpQzDaOzrwcC9X2hFhrhxXyPdvpHh7dqDPytDeIAdIOSLUCmY65d9TSOh9X0LWa0xh+GibnytPDtoFtfh0IKDV/qlOhBRRcCRDEWQlBmCVJihx31BVbwYYtP4YBApSJjR6xpp0YifIPYFIl3mUHlWjRjI1COB/TcFHtbUYN00AxTtwGQI+2rtVX/wSvzWH/2qrenzF8xhVKt6vOCinAq7HLwek4VrXYROtM0RbUROMqIY9mWWFDzk3HNCWLZinWbULO7oCtbZHEeOOff2lFotMAWCf0cVazoMJK+HjL9Y6F21BdNs37W1kf0eLHhapBUbFagbeC27q4pg9pCbodOKpOmaYRruaTeyyQ2+3v3VrssY2esAKQ2G46JPMCt5SDUO8uKwXe0OmzE1sakkhja0uLegZkFe26F8Nu9xfjhxiNmg4wQjZE7IUTmTqqynUQZW/uwFiUj6hCBiiWupWME2uDN+yPTQ6wk0quoyEqz+/iauU3GUJtw0nmBfBpxd7XBpWmNfBs9ht7jqdphMot4RFvCdPTTQZ4IMXeVcaoiM3XNlN+5WnmffGyWCltIXm5CalgvQapVwoYeXI8tCbYClD+5lRK4l9ElIsFJtcssAvUG7ctSUqc3LZOCgumtdtWXf9NoW8X4ikTXQpyi3+YJ4D3qINDb4HAmCNbSThXZlUzTRtIuyhqX3OeFSOX+sWizRsDNeK+mMZyyNDvUfdMBKLAtgwBJi5YjwXidq5LrJveOVlCCEZige99DPQkqC17zu1ZimA+5++H/CapwCsdjVFU7q6PoqA3Zl8IPLQ2BujJDgJ2gidOw/mwN1kflTvI4L5zWzv4Ll06EO3Cxddq+9pwrap9o4si6NiKXp8xOrzkvlgTlIiTXMz42pIRtJDPXjOHLOkBuTnA9QHLkj6rQgvkIjZBbihTrjgsuV29y0T1vYxlE2AaAl9g9DA2toVPC/tRtz4wkR1WmGiPWxfboZNzXWVt8Wxkv3u763e+IqPxv3EkA8s4jvMk6C9XtuwXD7lbf/N7z9NXjd7XcCAFYABjciNEs8Jw3Dlet/zJqxl4IxDbgwr1EjkwWkDbnjxbnZnjEMW7U3EljqMA3UQSqGbCE6SsfPNePsuAcVh21vqs5xs3sduyF0Jh9w03CC88MJzqZ9fP64rmLfjWrWaCVA2OvhCKm5OAIr1noQMypsjTUkj+dPlYJBMgCqwbY+uFobfP+/ka3Kjb3e/dWuyxixtDLnIkhyD91iq+tsmRznXGwr+SHOtDkSrRhqUZ94syZTw3NPZlgdh1DXUTpE6IBZNKyzYOQk50JU+x03OPOkm+KeZRhkRxaaNskAlpmvOJt2OJP3i82gcoOtDfbvUQUIsMGENHiFWJlxcWvEWnI39nXAJpkS6lHe42zag6leTLHbe/lxHlqzmiDYSkzSnUQ0wAzCi6OFZCjzLlDs8oijfMBR2uMo7bGVCbNkGI1vuVlZXD+DtTMyzPtYeboaD6uNTtjriJWM2NUVdjpG3x10gNYU2Qk9iXCAeeEDYfpTi49pnvZzjUyUXldglBLZGT1pjFk7lNuvmjABi4OpHV4a8Di9a5b2Lio4qI1PFsWuFhzEDK5RGtmNXA7OSZvjJzgSEzHb6bDIWKFh0b8PjZbjusZOzZgoSFGfpbgI3cu234pRHZkbFVtUKwSoAy5Vq3W0c2LcVDulX1EkMUI0UQr1+T9KwTYdQreExmiIfSHbNaOw3OV8m160zJbD5YdfFiOBGlJGAa9DfJd6H+s0gMTLjMZ3YAgi7uvjuJZpcbeeoNsfzrxv9fkRBFBp4n3kY2y7+1Sxuchr99yOyUMbwasRYELjJtmPDMGQU/1KsbagWGt72n4PoRBaR11e9P2SD7JsfOfQZQE5OhZW7I0fQQ2Ubnj/zfjWL/xRXK2JACuiT66TZHOjSbfTgUmiwc0bk9cPK4PzwXKMJZ/diKgZDoKE6jTQzK0UxSHNGDlyJenkKAO5cUTSmIlmTjHXreBSNk7JmbzHreNF3JyP3blw8UeQq1QdobHwFUXL+M4rN4iD04ROOwQU13P+lBvMVSS4NZu8xlxTkJ1xaj31zeos3Vgk40Zf7/5q12WMbNMEGczaX6U5PHRuYGfy3pQ/pRX/Yi2Zlcwh6sQ0QXrbo7o8r99jlebQPAC80oUTmowtbTD1oeTgj1gsuGKfJo/3Er4eHEIc/LOCLJbrDj+Y4iCDovfQkxjTXZITaDvvhd4iD11mcpjX3NINdzo66lAwOgJzd906pyJ7yXOXk9cBooo1BGuZcC7vcEu+FLHIqoKdrrB3jkuPKNw8nOBs2uGmbH8fee2PVBUH5DjMqRcxaUZS26BULPwypiYeFBNECjZwqkMFTlysSnXAXkwan5sTIU/ADEODsWm0qhs7NYSCaDCMnTHCMVjLHE42jdDJD+aD2qZ/wAqzS/kzJLPG1LIbUBbXbNkmhuzsdcZtI3Cu7rz6cvZifhauSs4NmNzrWjkZdC2Nj9GqSjfW/zqZEBW9JQs1SczLvY4R86YRw5TOo7SPQ5mbPP/m/LVDyjgRM9IC7g+jtg446Tg9LB1AHCbI0GpF6igix+fu25Vg4wnikLppm4xpb2vVx7ap27YxXMvUaT/YT+Nw80O5rUON52mogoYBcyW2gxlXHGn158zNcHDko4ml2d8rFGg+xq4a2X52TsWJrhb3pUKPaqsSTKJtGHkg3nj62WiQ9SFSBPGZqN+VWm8M0pkSEQiNMmnXVTp4SGDCOh1DOjosjHi19iWf82X4nItPAwD8xB8+C+lB74o5Z8/T9jsAjg7OWKvNuf0wYKimKj2n1IXrNQworheW0LD36FEyC8tsshVPPZP3EXKl6dcXNWUl5WakCs4NO6iahslZL3A6iJGDpTbjk4iYJxJ3IVhxBHpuSq8+RnsMqJ7tg8TsPqstlLrsoo2MmEfL+hl9X5qG/VX7/kro2IfabvT17q92XcbIrauLyCvbHHjgik8uAOFJTsgGccNCJFmoQCHBZDZG+dw2m85zYHobPYh9bVURoda5WxJKHWUZklnQG49vqsOuRSVSzUho5SbAe1A3oKhApRk3gFn1I2aM7u1R5Ko/tPsQAQ9ki2lrSApzI2ss7orB33sU0wEYUSK+v5EJZ9Ie5/NJbEaTmDbJIMXLpGckaQqTyUMQkw7Yo6UrZ5i+gcX6bes0hGFAQY18etMx8OJtUmPzDA9BCvaimAldOzy7kjn6QOHPj8myTrwvCZmvZA4RslnovTHTw70j6eFu83T3jjRxHiw8Nd/kVjIFWsSQCQ86Zhwx1k/k4Gwy45nE0OqGAeceOSv87lom7zVKozvUjBQHIT+7YqaJFBzrymBsKZikAPAN2g1bIntraeheq+pqB96K5DgpsQHPNQX6Y+Ntc1LR0kFXmpCdTMkicz0vgplKLXxAnlLqDHjqeHhqpDbyLec7DVtxo49hGK6RKD/QZTP0/A8ajzxAeQ3uGQwPMzDBvuPhY+GZpuJyGj0xg0BAPR2GXwSKERWVISBHcZZhWXKT+o1d4ro0sGiM1O5Jm2S7c2467k1wmvx6ja3QOFK9XovqsmotsbDsBraFn4GKgtGfsPj8PFSTLq8fxBjZbDY4HA74qZd+N1Yf/34MjnRzH+qfv/GVMg5OBK4DsHe9j6nmkNLnPKBRM9XskvUSYWkamqNX3+V6buUCaKhWrF17iX02SAnUuSJh02VYVRVcqlbDqcDI1HfPRzb2qWXCnc87lHwIY4nhezrItr9aiGcvlk7MfY2Zj+Q1AcCc9h7SFTekFbvDhKu1j2XT3Mt2y3iMcZzjIKAF3jYJgwcrRmg1q1KlGAFIGjgloh7HLH6QWaPnyJRNyijbQdX4HgZlzWFJkwDKcuxWKdF0GlUFlVCwNKubGx2NkuSfL660RK5LGBfSKm9y4gJGhOyJmAwrcYEQuvaQI4zJ0MXf/fMjFANcet4n9pHssRXj1VBEKkSX0MWFodh4tU9bkE14jKhAxD6x5DIk28qiBoYmwZQyBo+PRzlz94CZ0ss4aPMqrFmmTXXvvmOa+5jmxSbaUvd6vkFSwYS6QBJYZp4HCUl8NCh5eLEYWY5Drf1eZSm9JkBwZWzMl7wIFhK0jIccCE+FZQzxsObBpRCPj9t6MG/JYNm1mKExS2rEN3ShKemMcB8vRWP9r9OMFVp9JKYfT5IX84DjTORj1hbOBAZMQBszbYdoQjM2+hTj4obrCsuQQZ/eO3rl4YO0UE8U0tQWbgj0xoskMrZOY6bXcyAPRIRGQerWGhYHMnU5srTDnHtSw0ga0faADGjzscNI6P6dxbhk3N84h6+EyLDn+f/xU9/nGrVKF/dkynIYHf6pPqsNAIr4OtN2N+rcSDy7As6zIp+FhJZ2IHsRuA9ijLzjrrfj1a97GeSTXootjVB/3gpE3wGItRVj4am/hzp5qHqIvWhhtLmDAgFm8ttOhWmb4rdlyTCsmz1EvQFiDnIdH7QpLo9+tlRI/Ix7yq6OOKmeEqzMrLGSGgwjFz+LzuZdiNoVhtWRINUq88a+4w6hGelm2K6llZugeXqcr1Wb5sZnv6QrT9qPuHZdxsjN+RJWw4SigtlrNszaOAGqggNGQBEKkoBJHvt+G56jWbLqaV42TasmlI5sGLnjtXkk3CjEDwvCfpzMJPuVXr8AlklCDgnVSlenjBGb9ik8meywG8mJvRdI4aNJPaXVN2HWx2D2y6oLY1UIBmVFUy88pu0deqs/Dm+hJkgjmx6l/eLgGaRYaMZ1VmJT04osLTzQe/k07phmqN2mVZCiOFqWBNEW7lilGajALK1/aZSIUNoJgYb1nIDYOEVjk1S02jF943Ps64ATtdolTewLkTJ7OpJO9VKD0tuY0KvbiEX9VQBl34N9j9hwggSdZj+Y15gwGEonLeR10MHSi/3gpIF72qtey4StZMDDJYOOYSTSuO9eHsnniSGLiiMc4jPMLLtYN7FJ8y0IOzOUEHok0lCcGI9u0+s39WNdx+Yd80Xas/IwpSGxEisSOHj4k8TDRLQELbuFxkGRFIJsdDyiRlCMsVXKruKZPsr/T+0ZiLqKoyGO2NicTDEGbZ72pRQE0GZ8AFhoUBiSU7v9oAY6YTOmGYttBBw5groGEE1ca6FyLExBvvxgasY6r+9Xlfa7xghp8579ZshvDeJoQctSQWeAXqkdDge84tW/iJNH/CDOIKFxn7r5JeynFIgv5/0GVs36kOx8YJiRoRUaBDR4j/LhsjncmheRxIBLZR17LLkXVvDQ5P65H9B5oKHfwqiNGkByd78nse9GRyXN6O0zkbyGFw1TKVgne8YIhfpnq5OXeVawiCLn1mkOVt8YDryR7UZf7/5q12WMNPnhZFC9tgXPNlWLj8+dMULYP4EkQnXIe/YYdY31Ghkx4KaSsElTZLQkKPaM9cXkLBFqgdqE0iQY1NjfR/nQhKCEh3er60FDJ4iWXbhlnYwjQK8VgHMLjExIxrxAcZT2FkuMxW8ZDji14TCsMYGS1uaBURMk4G/3SMg5MCxBcVO2LCNAYiEepYagTOHF21ZM0mbtNusklroJEMbNYGExplcytXCWDPGHW4tpmyS1dN8WBmnvx4MAUqF+TTaFQbj7UBKVgFdJGCbhqhdxO64rM2h9bBgT5/8nv0avBDt7BlaT7Z4vi78fqyknEEHhhiWK0KkoSLhQt6bACg/1qGCnI47LCus040zaY5MOOEqHCEfYO1ZXC7X5sdIZW5mCo0KDASAr3zYwEcER9lFXZNG3SJhTwlAq9mmINUiNF6rXCgxRsTnc9B+APqOmHerkr9h9UhBhe8+vhb+qo4SzF/9CEPc45xI0CIcTKFrXDoBAtFCwFvvDwA4/U7rDK0Kcvi6GDj3liFpY1VFWJC/Sl/tPmM6GIz6n+R10cgAb//63xd+jGeEexuxCS33rjav2+WY0nDZEJN6tOTCBXIlJmKPj2DBcEigDP69+3a72EK9rKadXPwz/w698A25+5O/iptyRfEm292cxcif7Ly9QHJLi2ZdDqhGmYaipr6ulKjiRlWvQZM8Es2vPkrozB5dlSLI+zEoKNsnm4iw5yMBGsi3RV5OHe6c0YF+n6HRz/EoQYo2XZvtI0q4CNZqEwVYmwHljPEfIX5l8v6ao3YDS1igEhysUBo05cD+EaeTPYpiGcr9zN5kMimyLxjaYy3PhCfM1eJIAKAF6IgRNJpghia0cUBN5BzM2acBxXUVhuR7SS+7ZNklqxTZNgabQ412lKTwP8/Y6S5mhE05kOAzvh8ekzmHwSqvBqcAcaW40lLY6LQ7AZmxVjO7pFD9gAugVxH2XXgzhYzMIiBIk1DjUyCw3NjoNMNsgiibMvoGvpGCOvjdeQJKG6jQdCStLTvhxhQLxQ31C7p4V4M7Xewnx3u5RMhPH+q6x2Rnvtv4zaJrvQj0NwNKN0SFhBr0L4IRlPgk3FR601Y0e047wCqCeLktp8RFMS286KRUSwlQU9CICd6ms8YH5CFmsIig5PqzgSkOXBy/7ZpsOVo2ayAMkDpTBN04LATa0gPOU4zIjoaSEUeeYI4xn9w7CKFZRmMRdPgMNC26WTHmenAM0SY7xWycr+scwihl9Fl5gphD7KcIsaBoSJGqH8Jo7JUVSkHUZlmk4gv334MTlHmYnr4aHJFu/vhn+oOx4W0HkIy3/3fNmoAxJyCJ0ADQOUXxZTKBtBo0LiStbuC3FR81wWSKA7KPeKWovpBBlhlN15JE8qLZX9WFyAMG5ogHH9ycvp1zhcDocDvgXv/xNuOkhb0TNLZx6NUJuTxqP+zpawnXOcBvDoFH0TtqzFVDFmdXDUwhWavJ+kRKJDdzrLWvwYBluroxLg22AuFGMcDKIjmaYqNyIEnXBevL9IFY/ZnQkRWBoqnFGavQvx5RnBw0R8FTTjCq2d/Z0BlXBQS/vz5gP0kLbN6r9mRQ9a7FpCrs0izC8Fv8Z2fFBdJUWqqCMox3sg32nh8ylLVJ68sY6T5AEZFdnHH3DHDzswg22HVCGHKwjFNRIY/a5FjZSLAvAZXr86HkWVAnMLaZOL9QtG0XzXlWrZ5O0w6JoK7TWk3b7PlaFIUs6GBG38yYaQat5kEBXF8IX0YyEvcINj8YGH/15ikuCt0i3v6fD+zTUsnu5gxoUP6YZIxxm7wyxfn40sqN3CCr6ZEjG0mOTRA0eAaXrd7X9f4N6bW4Y4bNAFk/vm3IXo2/zgB55RzBU1tRJl5Ven3QAeQlQmyMcd4u526F0qaxdDReW5ZXHRcoupBnZhg6qZZ6gxLhwBFX6UA15ET2hsZFkbXxyx7fqIf3xlP4L5fLR/czQtJWjRdRJMAPWUEUzku3g3MghsofM+AAqso9tMqEvbSJhHFemZzODzrvE3kdN/2VOXo222nX6gzXBlC53rs/CbJA2n2sUmKPxM6B06JnL0yOhX2kihuxBGjmU78r+VP895ymfiXO0rZkOvvcQlT170HLiuoq2ztD9nH3SO2wthNZxQtBCtRGqkZZSHnMJNj9p3BaY3kVTF1165u+46+349VfdiXL7a6GrvafJqinw+r6z5Hb5PuoGfCAeAkdCmwGTuj6yOe6cJqHTxsTo5qz0SsrmbFZLWPAaPn215gEtw0XB2kMFDM+dNiZpKGdh+MSyKy1MaNl+jW9l48wwPQ127eZB9Iu2dO4wxLTRFbh/93PtSu1jqb33spEQyE2WnscSzESQRAeYkcDJQoVQmxA2gJNUq7cAZn5osJZrHAbNyh3aTgU76jVi3YTtaGTwmRm/llP/tsPOofIrTBASN9loyfewOSd7COeoaYRw/hdNUKFstqe5LpCSjncBCYj9oM3Ts881DgL/zY1rkE5EzN+FwlijFJSUkKSxuotIHLj0ZCQWNCuuShiDSAb1qR9gzOMnV4YprFzEgCshQt3odGKdEzdHchj83wzDFTduiIaE93QK6cpKs6bffgl9N6g90xgEVR9trJrMdOvvIFWi4kTH2GyNxNo4N6aimjDVARfLGhfnNaaasc4z9sMYhyXnBtE929BamYEjOWArh8imMFhZm/4MBBmITTBDManJzE++BfP6/D5g2TKs5ttvwuwh9hcJ2SuZsXGynQJYS8KoBVtPDQe8jD1KoIFEUALlVAuV7TyMJVBMkrtxTYE8cI5VtQqpB52xk4JjmXGSVuE9C4zHwhTbfbV77zu0izL727SPfhpRIDhgFJfw95IEvVHHir/Jxx0wx8CsheZ80DPm3gQgiI2AGwWqHqZhGLQZvq3nl/vjaYOExxRr4fQy+XwePj8P0uCOSENxGtrgOkpqhoeKGQKTE4yRJ7zrXe+M+//ea38Hr3jwT+NBF8/jYhqh60tIZ+8x7h/XClo/hSGUrP9pqCsSmMzdGy0kRcf6db4dHUFmrjRNIXHDvYajuU2HkJFv714jE60gGUfO5wEdNz490S8L29mzUA+L86ahLLrYy3pdGBoVe4zxDlyzffip9ZqvPEe5gOW6PN2IodzIdqOvd3+16zNGfGEYxyNhUD+YpB2QLb3VOnWRMQCAaje0puHcAgCAJmRpVq0qgiTKtEl6WNzEwxhJcxDiTN5arwgl9gvaFpYpREJZl+LqEFp/jeywMv89+MZYvYQ5CYMkWfYG25UU+Pp4tHmTHjpBH8DpiG+xXTnhSSoGdGS6BKvO2UGUKd6d3J2KCg3YEWA4pYU8klmDBmYlE11jcigNEfZv0RTdt3xuKzZYoICm8NDUn+t8OsGs2UieOmInI9AR/unpnegKTDG2LJ8am2QjEba+6hVHCe+yD6EVSagM6+gJLNep1UAyOXeK0R3U6uUQfdq73s3sYmNmhK/xvvls3N/IdgWbOgeHJztad1M+Dm9vRMUaUxe2aUUIVQUTJA5jk4UfcVJXEZfmJg20rJyIcfvGTtXS7NB5kD/RjGF6g70AGYDQeNn7n97v57o8qWOgIxRZ49jYvGfoZcBJXdnnpBloAwr2LqzHsu9rmcIJIDm9qqW3z1JsfDpnZSUzkIEtplhzfDeulRHqJMxmGDUni8RSqyNjRrdi9P3h4JosFMJTAdKpUFCGO2LCLL0G5zct59b6DLw+k4YGPtds7F00AuMgNZywQDBzDINUXG2fTsbxklqRbnsHfup9X40MxYWyxqUHrIH9Bn/38T+OzWaDn/vlH8f+zPfH2LZxrBiTPT/XfYJzMaCoOgJoujohFtcRofm+RS0b7ELZ4O55i+OyWoS3B+cZRiFWKZdJ2NPA5T7Uc0TYeicv0OtTW3yUB8Epfkv3wX48oiK6Nhl7ARZ7TDo1xpMH7fqw2ZXaR1KY5od+6IfwAz/wA7jrrrvw+Mc/Hs9//vPx5Cc/+Yqf/ZEf+RH863/9r/H7v//7AIAnPvGJ+O7v/u6rfv5K7bqMkd5DoPXYe+sqHdvbF1UvFAOBqevJ0ja09Nvump0XFZUbO65FlC3vuB0sopbhZEjx0MspL4SN7G3xZ0pSADUfn17ZsAgFtHYapTl92I3dM4we24Z72Fwm3KBio0aThqcYHMADtTMitKLAINis8Lg9CV4GUa9lxkrnEBNbyYxNOoTHV5GwlhmSFCTOttCShC/Xh6iIIu11RBMxB1ruTkd+1ASIwGu5Lgwxfs8g5tZv9PwGMY2V5r2aUTlpxsW6Dbl2M4hZwyJhwVfp5hsNpyyWmXG1jUAjU0OiABrDVAViugnVDIGptmwtZgUkhVUarZY2SOEk/jnRfiYqsmywq6MRTMXUhs+kHVgzY9IBGdU8Nff+TurKeCs+FjzQMyzOHcTkrlEcjaFOElDJ8yHfpqDNPZZe4EFKUTTOywLX9eXu7vN354q2Fcnf31LDiS7Rgy81hax9L8ddNYWyZYKRb28ajmMej1IiXEQDjGnQx55tZWtQgHwcjhAVPW0eAxO6cKaHkfowyWVqqF0WD9WVAQvhFHegek7QksGxbC075XLCa78++n8T6WI/G+rRslwSyANSjBDMwkKHJRDMlTaS8aSHhvpIxVgLdrOChfM+6zP/Et74x4/EO85/I8D+9NlroZFm/LYQmhnKJ64vcjqxgYTQHtk9qSPumbe4Z9pEplyWpiG1zVYLimJ4VZ1v4v+fQM6Y8fVsvTe5iDBEQFXiEmRUttN8myDw+3zh/7eV2wy04OCgObisos55yTThwXlTFYI5XR2psP3w6mGc+9Luixz8T/7kT+LZz342XvCCF+ApT3kKnve85+EZz3gGXvva1+LBD7680vOdd96Jr/mar8Fnf/ZnY7PZ4Pu+7/vwxV/8xXj1q1+Nhz70offqntdvjHSHjwiV+lvjliuxiJpVabC9+ygx4ADdaWppcCKpW/nkc2T3Zlt2Tg3C2ugxeYHFewXUGmnkSYaWeEA0L4jQYoPYLDsHi2uQK7K0efv39gNRjH6YuGDMFolrNS9BwltmJgi9PyrIhtw3ghUB9cOAxzxJYD0xeJCCrMU3qRqbOBChfkNwuo02ysp3Y9rGsSExcuq9W7y6QbTqlt7pvmoLtXEXWpiCHmEJUimNkQxFlX2gcAI4ea8u7iHdkxS0A4LXjufrxppl7hVmSFEszwy3VvBvRmobqjSI3B5peVjEfdEOzMb7sfDXrAmrahlbk4+3xaONIM1wBw+6nRsF/bWIIEI63gEanyChBqLZQ+3ac3RgXnMj6eYFKnOiq8aVAouDLUNANMpYDDC7QVOSkfgKUpRcp3e5rwOYbp+gcQ/AUSWtRl52vsMKE9apbfY0RpiZxYORmhM8eFiwjj1AHksYVypRQO1q4a1lGMT2qaQDrES5fYYhiSu1tue0keBc5R3b+jnlrKGhKxHuoOOnAhVFEjNKMhRZFYPwWWFkYx+LQVuZBfV+XsuE/XrGz9zx/4GJKAKKS7jpptnXReNxcN0Btu+c6IgTtWyYnbJsBFN1W/iXIo0RllbBro64OK9xXFYt+89VoPvyCw1dJk/JJAOJ0tPYbiGSZRoz+95IzTV6uV9HHONJG++DThhJ0Az/9vsGHeMIKWGpFVTEEE06dwXpVAbYsvVyDjeq3ZfrPfe5z8U3fMM34Ou//usBAC94wQvw4he/GD/2Yz+Gb/mWb7ns8z/+4z+++Pc//+f/HD/90z+NO+64A1/3dV93r+553ZyRBbyIlpLbStX3n2hSQO37biSIogYs1yBTW2vNomwpqlwENeLFATtDkeU0c6W1xio3o4Af7KF9QYPvaKRAEQhLGAkgStMQhCbM1CzoftH2CpLMzCAyQ4Ju76X1HIkkFbmrohpKorBKtDSUcrcgst9p7SnEBl96kbLqn0PFJBnU+KgqmKSlxXIjaRlQzMKZF2G33oNu80IX9Sj6mSFYpiUSDWvGQUsT7k0MgYUW+s9m1OiD5X08jh592KDlFsn1a8RCtevMcNKbtqwLch5KbWqohKlHL2rVh0roYbPIV5baCT818uxJXSGjYJ1GlJyCZMwKv/TCsqcHM2xg12mZWEsXQKPjwvjSRi4U5y+RytjesVUFVgiSumcHQzG4Bui9tqMT7b3girl+EO29VDr7uM+wYvhV1LkXRLmIfDlJkWuhingG2QTmnkUIWJuzUFVwkkZsdYz1uWNFXmkjT3Va8qNGLYvfdy5X9HfMNCWpWSEwtWn191D/fR8KaAiZjRhnGw+33hOnsu3C4Femybc6OlDDVZMgPHOiJFkc0VM1R8sLZVYcMCC3sDrMqVnLhEM6ID/mJ5F8na1lwopGgJq2TtG+CrftqxfrxhA7N0ZYTZr9SuPspDiq54rBqoJ9zdiXsQtzunGUZmxzy5QZZY56ThwP8mKyVhShcT972C5BlZxAcukk9oCeR8J/cc+bHHlc7tnSUDNHpOCIulO5gwTLjBzuiaIJM+qCVH4tnZGrIWYfSuO8veeeexY/X6/XWK/Xl33+cDjgFa94BZ7znOfEz1JKePrTn47f/M3fvFf3PD4+xjRNeMADHnCvn/P6UnuxRAWYTXNVq94X0bVgS7NC20ZFA4WH5KR5wc1I0NAyaHHW/jkuh7hi8bgpFJaTNC53kopBGyJDGpEV4bPvh2APGq+AhykAjNovlxZjnDtDY18HXKqbU/HRAsbrSZScffNkETtyY6Iar8dHGU5i6iZDRn1MlxweANjkObx8arWU7tnIPBAg4HGgpYMeuYDP6Xba4Fr2/2nSb118gkJEPaLQ/80D2LgVbYY1Kehl6z2YHs0LvkO31rfOSeCPRhQ/+MbgJygsPTVSe2Eb5lG2nuI4jsmVIF3WnYdw7+3beLikdBlRdR1EzTNpj3N5F8JLjEmrpwhyQww8MSEQFRqN1o8KuPDbKNoZmDT+Gmk6Dvtu/vVpwArgUMeYg6xJQt4RPXtyeWqazXgG9wc3AFVQ4crJnUHCe7C44JDNKz6T9rh5OMbFssZJXVlopMKN4QGs6TK6UnA7YFLTmXFhvgtlG6EYhqr62H/MG3I3BH7wtmyxERUp1ZjbDNXQ8CpoqeHUR+rnPg2OsQubJZCH0nJCZmT7va87+07BoIh/V3KzglwKVBQMp3a/GY3MmtAqOHPFJCiSawZlrZgcjRNYBstKShgfClnIGRR/jot1E1WiC3IIAdJwHfzdD5qjwGPq1u2Y51irq2SFQR8wXsLNw7HXOLOeOWCIuWqGS3WSP8LY535LJywMVDROUV8IlAh0f/RTS4houq0riXAf+WZ94/nDEg5T93v2Wx/+uRKyznZ/IiO333774uff/u3fju/4ju+47PPvec97UErBbbfdtvj5bbfdhte85jX36p7f/M3fjI//+I/H05/+9Hv9nNdljMyd5wQgJlx/HPToSRFEqKL3X5PD2gzbtJBJO0AsuwENeQEzRsBMUayQkEHot8XzSu+WXGXg6enTG7KNvoSVHAejNK9vQEsNRXdQE33gAusPt17JspfmntGpIgILtIBvvOgTWfZhLCpfWMvMCuO8bL3o2RKFMMJuUQEiPOUHU0qYwMBaew4eJrIg7bZn71OFW79pHES1OZSXmQ6Wdz84y90zZhbxdx8vN6gW11A47HplT4IHHEARLKY9k1Evi7oZbCsvNTCooRSDWihp5amqgxjzXmHFuGZdpphvnJRKFEK5mXXjw/j6iRP3GCLZaDLhIxg3CDDey7YzAjlHLZRx+fNHn0vCpMv09d6QpjBcpKf7OjXFzpYib5kz0imoGkeDDgCdBjuE2kFHDpUZVXYIjUCkVdZsI0fDhmUdyCPayIRhKNhUE/gbpOCmfGyhSzjfwe9hJd1HUHH24GnxisaFsXk7gPA7jdxBjDgrrizM6bT37wxgUcPmEGXUy4zu041CbwAi1GioT9MJKbh8/Dhf4/81WZqtv8ukGVnJG6s4SMHknLmeW2KogPXBCEoZLEXHKgQjLFulYUI2LvfUDS7VtRGnF0rITTPjUl2jYXPaOH5+LfZxFlsfKlZHjM7RNsJOJoJ5lA+4eTjG+XTcod/q++e0MEbmyHZqBSGrutw/eF50Gi5iQokAMHuYaFkWUmzMtIXxgeXeW5zJb+8Pv1aOc+R0ozECSDhsB1ydw3F/1qZ561vfivPnz8fPr4SK3Ij2vd/7vXjhC1+IO++8E5vN5l5/7zqNkYTsMdYKQZZk5K7uACKBRziiSJHays+EBDr62GlDAOC/YQopD3MONTfUggrpJljjoRDy7wwgtFgfUyVDVr47+BUtNNNfoy6OElx2/d6QYACnISwSnql9FkhqnJQspavjIZEuOGj/ZAbmVOfo0JDrqwjz6VL3DLb5wFPKfIMLDFq6vramjg619yMcioV90uD/bjzQjDaOHw9FboCXYxj2fE1+OR4ETMds3IcreRRMg23zK4xLpaHbUIDZvbeeXDfT5OnemzhbdgOVi5lZQEwpbXPD49dCkmWT5af+QEC9/j4rHXAu72AhgwQWlVNY6ujkGTM2X9vcNdhcwgvtM7PEQx3kOhk8n5qWhi61EagNwvIMWdrGRaObCqoZnDomvEWPkqvYuDZw7gLVi+fIPAk0Rwx9OsqHRvr0MWM4jGEbgeKmdIIzso/smnNpFwqX6hkS7L+RCrBCCL6tUT6nMiMnEEAeThkHtJCjakvthZjjxW8xe6yH04NT4PexdPbs19eYH22dauid2Nrv60d14UQ3uLmGguciFVmtHk87FBsi2I8tABQhhbOluEZ2EgQrKXFfijqSMM0imtTZ6UO5+zqEERTZlt2+OvizJ69FVlKr5dL4F82wNFRsh3WaF33K7MlW50Uxu4EVQndCl9THXtRJ/syqrOGwcd9ZIGPQ6EvOY167zd82PxZor1ZcTmTo1kaspytnU7Jl3Hj5dpq758+fXxgjV2u33norcs545zvfufj5O9/5TjzkIQ+55nf/yT/5J/je7/1e/NIv/RIe97jHXddzXmeYpsn1zs5f4MAAHjMVyvYyJo2lwaINESHsDHQeR2cVEmUA4F6wxIK1HzlE2cG9vbdCT4bXApYciNgUoJEya9/rJlkcOPUyY+R0C2MDPMiX96eFTrlvW2SWYpvE+DfZyVLUPmHV1BbpbJs3YXMjSfI9Wt+0yGX3XNoO0DhI0GLBoefh3luPdiDuvWyUPl4sbjcu6IHS4GA/cZNnTZy+cUNXtK3lal5HdcOKz0iRKnUCG0HpetlVuitrf2T0z+HcDwApKVbaZNtZxZOkaY5HGCodF6AgBX+ChkKGFeACWgl2q7dhkW1mJ9CwmvyQ5gHSEJ6mv5Jguiq2xgBIgiwg427NgFA0fE3ZrOidgUU/u/EisBpETTBPYjxNodWMt7UXbtzVEYIhNnXT0bAQ0zrktJtBsKtjZP4ksarKQMtcOEqHkNKfpYWYmAJaXaW0d3DofJRunHsiKPumCeC5V+1rUSFeZVwipd/6Oy14SZTXB2xPnF3ITtAM/x5FCI/dVvWpeS0ggmMUBY2K1TbG/Z5gaz2hgrxiQwKTE/cRfcifEy06rivMyFFbSdU8+eO67koLtBVBJALixifo3LkBKS3LkXtTOAJqgfXIoPMzgiRr1ifayinVap4dp/Y49hUdTCye1Gewr894Rt/r9fLtZDEf+J1mZHVnjiIQp9YujxJwHvQonI3p1Y2Nj4SqvavVCk984hNxxx134Cu+4isAALVW3HHHHXjWs5511e99//d/P77ru74Lv/ALv4AnPelJ1/2c12WMHOoAdbY9mfDczAC3XhPgyzoWYu8xc/LaYuZnOgu4C32QKCSqmJ0FzkV3pdzpxSYDoMoy4HA61NE38k/acXn5INLDvVLr723/ts2KJMsCWwCDmEQ372RQZGkCW3DPU5pq5WVFsPwQZCoZi1S1ezckYIEOiYZCIu9fYfFcprO2+GrjsvQHzhqXl7+msXEa/m1x0tMaA7apn94ReqMwaRtnGq2nNVfY73zfdhVDBUTYY/a5BAvNEfKu6kWrZInqVD90WQfEDIx2X4YQqARKiLhpebh3ihaSu4hNZMIAFgo6n3fIojh4WQNyR2Yk7L1WB589u4Hfe6eUmRaQ81QbouQIW08a7Q8SZpxZ1kHXz2F8tzFvNZzQrhNORI2xoUw7SzgkqTiRNXZdhs5GJggUWzRRNc5Gk6JfQaDOu5lwPp2AmhpGEOyeJfYeqxK8dZIr0IyQCKlVPxSc7NgUYbV59mhlAqK+T4fSmKddIGIFJA2xpQR8m6cMbRY1JNN+tsz66kMiTOdm+jNoEPn8qdKyu8hLIOpXVTBhQNK62N/6A1BAdKB23C5DWUhAjbUMZjqZZkirzFwitMIQTQW1dWwfGpPhlFuvHs45WzsDusCq6bYaR938DASjxF5CZOHg502gnnyvzsVg6i+N6pb63Aplct4yHbrfTxQ9VaA5qz0KQhrAckU0VP1yZMSQu+YwW7mLq7WPlEJ5z372s/HMZz4TT3rSk/DkJz8Zz3ve83Dp0qXIrvm6r/s6PPShD8X3fM/3AAC+7/u+D9/2bd+Gf/tv/y0e+chH4q677gIAnD17FmfPnr1X97wuY+SkDpjLytIAvTR0L907SEHJO2xSCu2A3tNKaLVPHJj1KzcId2kU2L+3clhktQg6eB0IA8EZFPG9q2MYV260gq/UGH9cxNyvcIfTwQgexKGOqiy0Zr9vSATiMOPzGzE1d15cy5ih2iypbz2iwdjpjqAkjSQ+mJ8yjU/hok1SIcEDMn2J0m1e5ilulkgJGiTOltGY6g0uTs4Z8ICb0uxpjV4HOoOzF9BbS1PzZSNCUDoPNYwTR+84p7J77H3jgWjesD3PTlcLw6rXsWF/0wDh5tZQkr4fKkY/QCYxyL6X9ecBmpMBwbu6woWyxo5xeScxb9KEfWrKqnCjzSDrEmOe/BRrGj99yIXoghkqTXq/Sbj3Bxk5I1WAIzmEgZNhxMbUHeACk8w+l3YYURZe6pROoiAg0ASm6DGT8t2r7fb6QdkRphkSPKt+7mWpWMPCnCspWOuMotLpDpnabXbyKbN1SE5mO3IJf0tddpEqbcrJe4yYynKusRptK8JITSG7hhkKraSFQnCMlsUivk7Jy5h93rOwJfulQBYZGlUTwBRvyGIMmTnW9kE/3GuKCsqzJux1wM6F847rOsTuuAeOUrBNB2y98GPv7PTtZm3y/BTSWwsVNRDz70THqJlFw53j30vO75FxoW7ssxG67VDPUwZMNG2FCXnWXOkMpoGiPn69Ou/ychJGXyPkLlGOfh72pNwF3weCQ2WVMBvPk/rh4YxcT/uqr/oqvPvd78a3fdu34a677sITnvAE/PzP/3yQWt/ylrcgpbZ+fviHfxiHwwF/9a/+1cV1rkaSvVK7LmOkEd96DKEhAvTG28SWmMQai9Sy5qlvEalqgKX5dZ5W8tQ05ngYIu+HtZovsmg+n/qDLCBDLL3E08qwvSHSsABetv/XBzdxetDfUmpbCqORR0vU4WA/Eh1hR4ja30krGOkUhXNkMmZlPRgsDkYudJOmX8o3hQy6fzFDIo698n5th7PDvBi68AqLnnFBSng+FgIzT3mQ3gNrxdsyJPrdNqVlP/f3BQBVQryue1EZj25GELOUOOcGZYXeBplzTHrCLcexh4M5JtQ+6dErZmHQy2RrMXmiDe1A7+eNIV+eeujG6ZEIxlzCqOdmRZSAzYwKfyJp4zsKZbbdA2SMwd+YG//sBjyfm/yPQEqAmDsMIVWRIC2bAdfSmUOxUto8t4J8U/dzhKdPxMfmeZv1TLWP8UaKmDzH/WJdxwHAQ4Zp6r3zYWnbDNMQcbR7DQ6MF1gWioWLLLWdJPxAetTGyXp7jDEwjoyVA6D2EZEjRedJi3gotIWyeHhWNYOgiDtrzjM4VkuNZRXsKGmhTSI90salBV75+6It9ZSGDwm7NEqLJJxgFXOMujIKcVmEZmyOzvch+scxNyOpHbUxX4SctRYqnzAsxBSPPSPK+CnzIqOJ65fvQxJsoFHds/VhUaDnpnWZfMqZ3RwNrmWGvOBrjGPIdtqpE6XRwnAu0abledIH3NgYAgb6zLVrIyM9inOjWrqP13vWs5511bDMnXfeufj3m970pvt0j75dtxy8TYalZUcPt6UD2gQU9xS4Xcb2ruZx0fpsEwuovqmbV0aNDSw+Y/fs/wW/f1MijVime7M0RtozL+O2qZtYPfzHaZ/FdD4EzvdQKqYsjZPgD/BeWjHAcugZtOqrVtK4i0JMykMHQW4TqN/PWnFDjix7+OHU6pi48ebPicWbtk2U2znJvADiEFIAA4zAR/5KgqXYmffXR1l609QhS+5MoKHX6kZwsbVYrPAyiKwolUWF00QDN+oYsZJy60MeZLEVBSrSNpxe06EdJcs3iHfgOODKKcQ255ZGa2+A9cYIt/E+rEkCI9VKFfAsHSyyZIJEJ42Ex36cZRlcbH3az2Us0JMrmdbxO/es7fns3Tdp8kO9m1+yXD88rPq3pgZMRlPL5Hf6Z46+W4Q5bZc5OD+E/ZqhJuAn2hkorXpzUVZRJV9COzE/D9+CisLMcBPk2o+j/1GOaUuB50EZ4UzuOW4sVI1AYSu4CA3laR62LFkPADsq6zoq1KOpPKR7kUcAC2Of4xfrHsBU7aBNYnlZgEaqsvU1wBDfKAXoCKJrV2xmejqlA7adGjDXSG+EKJjt0+orsc+MDGvaL5rEnwmNUB5hGQ+VdJy+nujMGdOHcGhgEemT7jP9fALaOSJAGJXLce9QGN9nTmeN2v7e1kzLlFs20/xx5EV5hWs7sxYSu15M/9ptvgqq9ZHWrssYYa0IiG2W2b2ERuKqwfyvMA/sSlt4D70tjAuBLWYSVd2Fb4C+xqFwGr3glQapGB22JcRv8H4Tt+rRApvw1noLkp6mKu8vp8ihLVPm9NYuaJt+hfhhUxHwIbhRexjDqw8LtCmM+oGfFMhInu7antVUNNs7sAorDyvCkP3zsp8YL6WWQGOiW6NBUmBhIG6iB80YdGziW8LPt42emRRmTHoc3DdIG4spPHiy7wNZk2ZYUJCtheIiumRj5chQCHBFvLkGksFUyn6GkPcTMW8sRdf4uVaHqc25061Xk2U/E2qmWm97/rQwQOHj02f2WDbODCTTrOnvM8T4N2IdQOMKLYW4MyoIHw8c9wVaaFlt3Pd6qDnCPD6Wa+F6KuGlsvFQyqiuPrk0dnggibRx5ifagSKn5mhDRiZW60ULsexkjM8AiHRz88ozEmpkllhdnxxOkfjcO9aVhZo97HKQET3CRDJwq1NknIepNqG0JB4KS/D078ZD4fj2YSczRBqfh2suJNRhxd6KNB4JtTV60jrnU+t/Zn00fZKGLtr3Jlg/amfwBa8GzU1ZJdvjt56eztDqWmac9VBWMxoaQmnhIgnHhSEQy8wZcamuu/Rq2/84PoJqmVxch4uwgr2znTOcbY1PUzpj5Gqt/00zaOSUY9LmZ5/kwLl1+noJvcghjXPOws75AeUI4ON2baTiI0WB9cPRrssYOcp7HGUD7wucN4JmjJxuLYa5RDCWmSvLz/SQH4Ag7dGf4mYYmzEkDp1WBrrEpkz1UfIYOHGpAdDjPIqG0mQ0KfYmBYb4DgvhFbQNlgep/XvJAo84P8ri+SkgFNfwBWGZApYxMHUHU3gkjoSMbiCuO50B9etyk4viZU68HJ30upEZK2l1Sqx/XHHU04hZ64NoBTdmsskTtFOlhY9hDXIlDyMbS/ZlXaRP94UWK4ywh7pMsS7a95EdOlkUKxwWHAZTj5xjzNsY9+qRCdXducsNysvb1YjPqhae4TwIY8R1U0onDrXTMeZevHd4vktksf9/ZiUwZb73jveuSknDzoyCbp74ZloY2hIT7xplxoSMWXKXCdcCdL0hv+r6sp93l89HxUhEpXv+vSbMwGWHhc2nyyL/bYwdj7rohxgPnQzFSW84k/R5esxAZJOicxKGyIlS36VlgPFJTAek6ZdE4UqlIGEXepEWUrHQlvGi+rABkd/cGV58Fs6pna4w1SaCyPBRGOantGSaDpIrEyeGUnI4Y+yD3nAFECPE/ZH+Og0edSXaJE3peuvGySAVx85/iBThUw7PXkd8oBy1jCc3uIlu0XjZSFqolV79gLa1dQj+WhuLUK0OwnFzIvp5QB5NvsI8MWJwcxRogBEtrtLS7tsjVXdUGi+rGSQa96XR1FAkxYyMVboGZ6QzOG9Uu9HXu7/adRkjFk9syopGQqKFXk0fAc0jbHZsV0QN4psnRZR4ZNukoUZD34EHaGz2nBRULaTHM0pTvaS8DwCoJhRdBWzIA2/vECqfsdcOYJhlQMEac0cchL+re13Cw6UpKc5gHDQtPOPwakSxQSP/WQpju2+zqNsBygyL1qfUO2gx3hZwaI2Hih26YqmRcsAmyJgVg8dkM4AJgknFQj9+X8Z5uQFbzR7F0C26DSb0yGKFYJYOer0CpNl6EjEu6OTtZ9lHL3HOQBAhJN57mw4LjQSDlGsUKKzR/4h3njnruvHrez/qIXUHM7o5OqKlrgMMwaQg6+69cBi1GQ6acaluLiN78yCLfnNuANBKlScIBMWUMk9t2EkUa8wtvu38Hd4jDBcFIEvOxyh9TaDLwzf9QdbL3EclWH62Q+f6sSHp9ODvT4O4bdLNUGe9kEUKpDYVVDo9PXepP/ABhlV6r1/DkNP+vmr8BXI/KF/fl0DIUjEm4+Pw972KLRGWQSpWiQqwiEOLhyafK3d9OGmr1sX6Mid1XOwVOHWNMMQZiqjcNe15N2laGFHbdMADhkuGDsbeRZK79QTnAFHCIRk3aCNWE2brxRu5nhTAhbrGxbrG/nXfgE9/9DOwn/Z4Wf2fkMZDQ39IyGWCA1r2iTqaWkrCnCyrZtVxe4h2j84JOu3g0XCcXQfFKmZTULJPcW/IYPSoYMlf9DGsboww5Jyzh+OlojcB5ZShwVpg/Zrktdg4Rye4+qz3x1SvjuJ8DBm5l62HVVl3o8aGVlG0Whqu+6StvHwPsLcY81qmICS6fWppYSgLK1OqBiGQjZV8iZgsQyR1sbkyr57iadUNB36eUDsPnwSFCUY1Ui4l6Pms2Sdvg+AagYpVVw+M0TrCkrwkPaQnpBkvpvEAtHuPRqxNujwyaYjQcCux5TTEJjZYafwTHiaMs1ce8qAAWfv+zuFVXttCO2VBhM1QnEn7gO75fPbclpvAQ4xGHMANgQeFBC+o3zy6GRDj2KBVN4QcCYM/O43GQ5f6ukSosJC4zt1xxvFvzcdgMUc1/k20qJx+LqJ7HXGGZD5uyGaodamS3fxtKBU5ShrGSw/VD47p9RC+U0j9fauFR9D4DSwf0Kfy9lV8e0OvEaJ5mLY+4CHf98Hs78d5aCTJHEgaDek+VLowLBbhGpu39NKz88xs7Uu7N3pUTVq4SinLbndaKjTbARn1sLpnEFbSrEQD/TD160YNIj/8B0/Nz92aYjHjNrPIaYEHunyKa0OITzsTSQChEBrnpFhxy5Q64i1auKffYY3EXRZGs4kr2iiGE+N7G1FF/uFc43o5vvsBuHTXV6Oo4LGf8IXIwxq//of/Jz7wiCNkWfl5YPNxX8dAnZqRh8v0QQxhcQSa+4YYx643RHp+T6AiNUdGZ48u2h7jnI+O1wRtCGzMcW38nDBEayPY8xmKzyf2Y5bqyK2RkfvxO80coWinyejbfjRdA6jgjnUj242+3v3VrjubpgRRUJC6DYpeJ3AKXZDTeQXt82fSfvFZgWLtcGAPI7L4UeOOAAfJVo1SEZobJNcNAWVTN0Da5O/SyOy+fKLmkalowH0WAwW0Ghx86d0Phk7bOBDie/mA9YPfFXFMVjCNFFG1u0ySIalJt5OQSXl39mELLeTLPPVmCgjEx+OwgEv5fRpw2lQ5fa9lmmQRDYY5kZiChN1+g/e861E40RX07D1IZ06QHLY/fvdtKNM2xvJs2mN15v1Y33R3bI59qmuC4uK7b0P17ygEZx/0J8hjkzhf8BywVB1lX+918Hh6IzPSsyo1471vfySY10BxKBoBMkw4f9vbACA2BYVgI+0ZBE7SdAOgN6x6dKD1c28+tSqiK5TwejkCU7KaQCrNMEq+jkTRHUnSzSprGcZ7WssU3wM05LB7b5BCVf3mz3TVJNSlaeTAPg1YfP4DWBgrg1BUb9kUVPpMmDoovndaeqTUkJrO9Fsc2EvOCJ2ElVhp+CI1DhxLovX9wDNXiqQwAGio8BmS9Ad9Q7uEhyTc+Ds1NvYcZjyxMvMqNc0N7mOrZAc4QxARbmHKrc8lM244zv5MrLMlBPTjN8YrixBeM4htj8mgwsmYSvQNJRU4/v2+G06I0qgqoDOQ3DgxDZAS73L3Ox+OOq9wuPgwfOUz/n5c61dffidec/uv4whrjHUIY3lZPZcGxhL15T6dfadqhqC9OitKt3W81Nbhnwif1ZY5I9AQduQa5P7Xq63yOcIwhRfIrL4mhIUuEwbJi34cpaBIwtSRkIMLeGqVKLAIKXFfv1qzQoc3Okzz0dGuyxjpm3W+5cXTo0+pevVEP1i7CUqRG6BtNNt0uYDWiK4OqbSYMIlYPAwsvc8XvpiY0kYmbNO0IB1x7fOexesKSPVNVpp2BKHkDPVaDuKlrw12hwK3y3fhz3/2Uy977te+7tV4bf1rnuFid06oFptXbn2UWx7A8vatHsty42hKm11uvjRC4eAhLvJGlha5WfJFc6Ayds2MA4YIT5RT35ki60Bwz7seia/+3BcDAH7kxc/B/Im/YWJWqeBTx/8Zf/6zln3wwp/7p7h05t/bGJKb4ht0loqb5bvwlM9+Wnz+Rb/+dNz88W+GQqIGCOfG2BHHerQqDn/1tGBxETcVzIcV/sITf/6q9RZe+7pX45XzMxE8DT+I5tRIh1kUInu7n9bY2EdUrKVg8H4kabRAIuRTT1UPJoGPG+hROlymZtvD2JwjNN65AZOAfSbtwxjhPKrBi2mIHdNe+0bpdoYSjD/l8wQeH6eB64/XIyOD9w2JsoYsuvaHG30sQtgTcq+25dKYZoYWYOuUCBeACIEiwcjMaJkTJIb26r49t+P03YB2mAPAKhdQNXhRGkBT9w3PlAmelD3rykvaD91eRkVezg1Dibo00VNPtFirHZ+q59GxT1SYttvk0hlqtj4gMpRij1lJwU6tGu6VxsD2QvtOI7/WBfeM13zsA38Yj370Y684jlPNqElibyV/DdKHWCTmUYQ5TvECTU3X9qq+onCr6dWF2JXz4FQxTqVB08yB6lBalIjoDnmiy0RV6LRp4nxp++3p52epg0FynGnheATXq2H2sX/7ursWh8OMtKsbK/el3ehU4furXZcxcstwCWdyCs9iViufTcMjuWdZPQyxdiub6WJpMRlbnYEgRqIr+awSBMMpDnOAhzxz1SFNlIrkxTG82ObxM1ecE28vw8JjoRR183itUZb7eH+EL77l3+LBj7zt8o4B8OhP/BQ88P2/BAD4ud/+Tmw/6TeaYFMsHnqq4kqo7X1LXbLCa7fBTp4hsJKCdZqQkkYKY9S3QEMSpnvO4/Mf9h9cgfS+tfyANjW++vP/IXb7XSyRmx5582Wf/7Iv+Ds4Pv66q17vptuX3/m8T/splPnyg/O+NhG5ZuEnG5+fu9fX+9Xf/v/igY/9cSv06BscAfZRNCSlZ6mOvLVmfJQ5xrNAcFb3nZlNTkUOZUryTLiOJs1IOixg+Lg2pHue5QZ75BLrfbjngBrrhzyKqTuET2+2QPPOLNwCHHSZDcTDIuYvTPK+9wx7bYiEFj6NEKx/NMI0p71KAbY4xEHLe9LQo0ECNA2d0n2W/IL2PJ51ljoUo7uvkU1PhxPs53NnNLCfuKYTOijcpQn4b95DQUNuGRaAIEoB5M4g6UX3AM9ESzOO0gEW4FuOB4miCpd91y4ULacPQAtPcG/O3R7N0M4Ha7ZnmuDZkYujbdLkyPblvj/D0D1CEkZstUrAPTIV6e5qyM0oJVLFKwRZLYtJqiKlDFQETy9Ca5AFP6RvCYptnlqI9TTfSNVQWBGMybIhI51XWu2g/noRwjtldJ3mbJyMV9/3jItyY42RGy2idn+16zJGbk0XcHZIsaUeggTais+VzkLveQ2ciEBLCSMEbiEEANrS6Rq9ri0kGiw0S5pIWYOUG2jee3cAUCwW6fcy6WybrPvjM6jveg62PUHNr5MAbCC4WQZ83GM/fqE617ecM2699UEAgE/7uK/Fu976OQAE5+OgahAs01GBtv2rCt59/Ee4+9G/tNgouelaaEUxKDN+rC9O3v4wfNz83y8W/9lhgwc96MHXM7TXbOfOncO5c+eu+ZmjoyMcHR3d62vecvMtH+pjXVfrx+fetE955F/G2970yQCAA4C79Kdw26P+GwSe4g4r2Z79QCEngbVASje2Ahf76giYEGCNglmMV5G1Itdl8UbE9w2aV20iXBQja7Vp4OTapTJswrIsQB9+wWLdNPa/HTQe6nOjqRf66tNO+6cNbkD8hB5hCxgyU6E/HI2iYd+s3Tqxo75E5ppxDAoOnm3CTCYAIVjHNUWyZ5+JwnAUQ8EcC+4xXPv9s/WGTa8W2jsO/aHUwkMJq9TGh/3WPu8OWfLqxAzT+nORtN5niRAlC2RMmcEy+LO2d+g5D9CWdBB+u6cYt6dBN4r9znTl9smP+GR84au+FG95yL/EUT7BVias04SNG1acA3FIoxlbCbZeJrUyFHuZF3OJxtasc/TDoQ7ISTGoVSqmwS4pQ6sVDKQhYinYzcFTDkDMUbXKwYlJDm3fj/AwEUJhhqbzraRglRraT72YPhJAg5IVqNcyLRyHS/nq2TQfQ0buZTufdjgSVw8RYKtTt+HaJGbxKg56T1gMDwTuYShQRRdEMhIO+8Xe4oq9eFFbNCQcVSTspwHvePMTkAGcu+nNuPXBf4K25JohtJKCt7350zAdbkGdz+MvP+OvfUgd2bfPfMJnAfis6/7eq/7g9/DLb3orptvfAE0angG6N6aHe+lNn4ZaR2znx+BL/i9fc8Oe/WPN2qc+9vH41Mc+Pv79n3/x/XjL68+A8O6IPlPBwjZQwtOKWx7xe8jjHFsQiZXNMDXvT1RdlTdBkwQplYdiQYo4fFEqhqCDfZuXndXCkAllkVli37mSRN/y4GE8O1AGGBdkr+Oirk544nQK/NtNDA1x3SyNjwI0ODuHMeDPpv1TtvenFoVp0BjqKqrBGSEHp62VuFEY831/Wqr/hLHDP2nIyWX9gW4vSkGE7yX9e8On9ao9z0aHRUo63wtoDtQ6tbTZ7IcbgEWIAvHdxqMDJHR5bPJZATZF20uLwg06pvL25QEY+lWUi2ewf88jcO4TXoGaK6CKOg+4+82Pw6MeewZXaqvVGreeuQV3eWiHvJnRpeD7TKzRQzhDh5Ix3LbWgoNOiz2fc6+pK2ecwIyQ3CGGYqQjQ0ySYFbnGFbBVLNxSbjuOnTKqmYXlMESKEzpWlzUcyk5wYyptcwYU4l3ZKiOpQCYdUSjEmjFHanTw7kx5GvpjDS+3I1qN/p691e7TgXWhkZkGHGRVjoX7l4zDsghNWwGhIblGq0KZGpei3JDX5XL4FPA+Q51wHRYo48XJrdIi8yYpGC+cA5f9oX/DgDw4l/4fmxu+hHMbi33BMlRKh5y5jl44ud9wfX32v3UPuNTn4BPetRz8YOv+iqkVYkNNN5WjABZ0hpf+ueeiwc+8NYP49P+/1f70i9+FoCrV6zsm6riRa/4PKzPXgDQaR0MMzTVOBzokdJwMOE644GMUoK0B4eHpwh0WCbAjBLGO79/oJ5DtwGRaWLoY3EkR7on8OcGOuiflV0zjuu6IZX+rH2Ru0AgT2XoDChBCGbricp2nVOZFtql/Xo4GKc4CFZQ8gqR987SaiJUvG/DTVZiB0f//BlY8A0AGjNN2fU0ObevVdXrLfWhrF5LhcgQ75uhTRPnFEG6P5zDQVuEyVKruJzMEDWhPfsdJfjpvLCOVSA3kCBF7979WHzN5/8wfuH1n4+6FWhSnFy4BV/59J843cPR/vD1r8Rv3fxcbBNptG0AmLWXpYQhciQz1lIxCA0kYNYZEw6YutD0HITo3KXGW37NoNV4VOqGmzZlZCum2qpjE4nqM6FKXfLzKKIHAcT7f0xt3+0LLdLgIq+mr8ezDtn8vkwCFgjg1CFqh1OOQt9shd/gMM2fRWTkj6YH4eiQkEWxlQMekC8tWOSACQrtXTWxL6+d1cSz6I9cfMfD8Zef9B8W1z85OcGdd30hZJwWPhxj65fe8TD89ae88F4/7zO+8Nko5Zuu+vtxHK/6uw9X22w2+KbH/bsP+rlr8SM+1j68TUTwJZ9xx2U//4+/9jdw8ydYqAfSIHnC6hWykFQvarVU7BAySJsZNH3Yk85AQQIqSxcQDTAStXq2QoKVi6djQIKkOjTe+BMNqLf6Q4aIBt/rMoIxvcKG/4xO/usb4/g9ysI/bPRirX7PIUJK2TtrhLiBsgyrEOEAlmHgxdgAGJyMe7kAWHvnqoI9WqaF6asasT1LjZTpqoIiEgcn/LoRyqLRJjYWPUkXQPSXhuFjLYjRzhnjwRnVZ9HSi7c4YOe1bSosq2ivoxmh2jRQ+rmSYLL6BQk72L7zJZ/8UvyrX/m7GB75Gszlg4dcGSrZ62BpQqk5h6c/lwSustrGYRRghAKBGlQUBQ6QOLyZrTXKjL16Ki+savylusZKVtilGbs6Lu9XFAepLotvqFnxEHuWinWecTQcsErLul7bfPDns5+tZXYto1ah29Csw2WGZNGEY11FIgT5fv+/9s4uxq6qiuP/vc/HvZ3pdKbIxzgytSAopYAFSqv4QRBRoWokKjHBRCXRBBJIxBjjg4k+mOADPhoTfeSBxBBjNILGRA0kfpEIKkIrtAXqhAJtmbnzce899+zlw95r733uTKelOXdm7rh+hIe5c+++Z845PXvtvf7rvxZNA4sm91V6S0UPwJEVz6n1Xql3J6PYjHbwl85+D6Ol3bbr387kR8kIgC3+EyHN0s+ObaPLJtQsyzD14g9Bfa3l+afm9uWfWY00TZGm51wwtG5IoDH8rHQNr576FuZPnvI/87+OHPAt2V558yc4/7K/2Z4szsKbhcxLlNsdPrdqg44nUbvL0abMr/a5qZ5PUTqdAGuQglYgQQrldQmG2JAwjF+q0gY40e5HnKbR7kEb67b6RbGMgfIBUrxSB6L8vQKIytAeAez5Qi7Fspyqzob1MU7PE1VAFRQqNOKAhtO5XD3Tr4vx6QcKmg22k2d5fpwei8Xwilg8bPz14gRO7kKQWOdRRt/PFXWsS+AqJE4RjKpOJT1ALpWl3ec4eI1Terx71T54J/bu/JS/Z/m9q01fDz/2UxxJ/opkq71vepS4ggbjq2JCOwJ7TXqksETaazH4enpfpeiC5mCPGKslKsmg1B3XkdmmbtoqWMsnFFyy2TW4kWTWh8QEkzleHCfaioG3Z4tObEv++3PV83ewcueYe/7wNWK9Egu32SaiSzZAWqLcdnsmHV4zOS4++mHsmtyHhfkFAAdWPLfx7lhd1D3eoHhLM/UN130I27ZtG9SxQGuNfddvnLSJINTJ7l17zvie2d8fw/EXEjQv+YffYeRmcYumgcJVfLAOQ4MnNxac6milx6Z4QTzIwQn/3m6N24dxQmHVD5APXgCuEFIIioSqWVsshOV0R5waiWFdig9AoqDAbnpUq3vs72xCmFf1MSFNXP2NpqCr8W7GCEZscdUcd5GNq1N8IOaOM0NZqd7hsn1b4RPEqXF1koFC++gVSLtT/lz0K3e0MjAjL6B58Usu/ZO4gMmW9ge9jtPlUQhGmrqHXrLgrwGf/35PDd5l4X0VPsddmsORmWfx4sy/AQBqy0krgl7BdoEZzbYh72xFz1+/8D8IUDpWRrmKLnff8gnnCh8fjPDrQCgj5/Fgd+KUAkp/D8MKuLWGcgZ3bA7YUAWa3ArDaW44LQM3fq572Jq0q+0uELpcV3fuQkuDkjSUJmhD6Lx5HpI39vjzwoESayaJFBJojJBGAxrXTN+EvXv2YW5u7rTn1lbk1Jum2ZQOrIIg1E+v18PJkycAAHt2fwzPPL8Vx80h32SsY1J0KMN82QB3JU3dSjfkg53JmNNGBev34EvDwlsoW03GnW9LpcEtAXSYVpAo+4BIYSoCTSBYt8eTf1apmKPTPwQJ1ao4/j5OnMTakyggYaGrdUMOxPn4eM/ETnbGmwcWsCmFedPwVTE86WRuRRxXy4yoThQCAHAmYURs+5/51W838srhoC51u1AXJZ/Ebbd/YbVbAI/+5kdonfq5D4S4hDm20u8lBp1Gia4TcNpy3wKLqd1X46rFDMH3JD7nXADgRbVaQV/+B7xGT6JltkDDYDxZQlpo6KXmaY/1jo/eiSf+cgGexPP+2sWCY+8BxLtHKvbyCMfDqZDKTaSAjELzyWoazu7r8HVNVYmGU1KxaWRTF7bxoUl9Woc/66+P4kCua63uCd4TqOu8maibQXUaKAF0nb8P3LGUukRP9ZC9/h7cfftDq17Xtwp7/tQ95jAgwYggrDMvHD6IP+OrAJxZ2oUacL1s2pTZ1gImQdvk3u8iVSWSMjRG5N2BrvP68GWsuodCFz7nXarC5vZVgcSt+hIYr33QUF5459NImnuFBIFr4Xwh4sdccGrlhpZhEuFQxsAGIux1wrCuof+74yoEcp4v8cO1QDD+IsAb92mQ8yEiH4i0KcWiaeBEb8yX/MZajriaI1MlxtJ2Jc1le7UYkALalNlVtDt/CvDiRQ5ztCIsUX5W98BnP34vgHtXfc+jv/sZHp/4JXomcYJhe9wLZcP9LeR60xTYni5ECiA+96FEmRnRXYyorv8bCQqLR27Clw88eMZjLqGQIgQhTEH27PN9wMFnf7PEcFxxoBunAG0omMBWHXGTQXudbVDOppoFGWgdWg10FfeCCalEDkz4vFkHcAOu3umYFO3eGAwUzjv2Xtz36e+e8RzUTVz1VOeYw4AEI4Kwxpw4eQKP/PMeW6ZOgEp7GLkwmpjdNnsPwQLb5v5tq3V+yBtnmsNeEuRW1TaVYR/cmqybLO8taJXYNvZuwrRi1wSmb/UaqmJsFQMQrNaBqvkXw+WyQa9RDSzcX2f72pCd1BkrqOxVAo14p0MhVNx0EVIicbondHW1k86rhz6I6971DT+eX8Mny1VsK06TXK/tkiuHF+7C+LZTeOPI1bjy4h9U/rLZ+RM4OnY/FJcsO9OxJZMvK7M+V27ZeyuueuOaZa9XR6fTvN7/277fR/HA2N7xszoeQxpaV+8DK/zNUFDQLNnvXX40XPHClUhev6MMuNsx7/IZw0LrEHhXD598Qz/jSsE5deePDcEuItaD8PElpcaN+kHkWY5t+8/uHNSNTdPUP+YwIMGIIKwh/3ruGfz98K+QX/aq7Q+ESAjOwj8CSqDy4NSwfVGIglCUUy+EUF3CgUu8WuXARgPerZf1DClsCa4iIFEJCnJVMm67XZM12gLCRMbrU35mxq0M+D2E5RM+v4M/Hwce/DOPGcogE8w8dwCZ2hGNo/rGDK/HfiNvH7/ytFbm58LB396N12eWsLU5vWzchYUFHH3irsrxJFDYSho7L91dy/dPTExgYmKilrHqgu8zFd0dPa68Arm+SBS9L0BRGW/sTcWmX/b+AygSlHBWh7UlcN4iNt3DaT7tNEAaRGwgGQzriAiduQmkJ++o3LdbkGLXrbuRJHG/3rVF0jSCIKwJL808i+LyX1sVgG/oZR9AsSDQIBhp2ZSHU/3roMfgUsOweoevvOFxldtBKaFRwPox8DZ44nrfcMv2uK0AEEpJS93t0waYaiND97lShc11kKuIAaHTHsHsiamKYLXfR0iB0FChqoTLYzuU4NJ3fAnXXL2v1utwLlivmZUZHR3F5z7xwBoezfqypTGC9PgFgO7AqBI9ZUCqROnSXcnILPLxltvNi5yBo8mfoL0+JvRP4p0143fDgoma9ZzR/C6OSsjVTLlmiYB1MXWhKYg0emWG8rULfSCbLJ6Pzx/4+jqcudVRKqQ36xxzGJBgRBDWEqUA0tCqFwywXGVBYTIYsgFFl2xpIqB8CScUkCeF7ynS1F00XS8acjoOLjE0kR6jcKvOgjRgUlvtwAJCl3fnfhtxozluftal1AcsPFFoioSq4A67pd/6Nq6UQkPjtWPX4raPnNk7Rxge9u7Zj73Yf9rfP/LYQyjGQuNM29fFeokAobUH96aJS5DhAhe2Wm+48uW4jUZBGh2kUN7MUgHOBLDnOhonBH/fd1tj+ObNDw/2pNSAtYOvf8xhQIIRQVhDbrnxDrz8yh780Xyt0hE0IeDm9MeYmHjbqp9//OBXMDp5zAoVVeF3RuwuQopTahQlJUDUebWg1Kd8CkU+aAGcb4frp8HBiIGOBLAFcuLKDFsCrCk0fVw49GHcdsN3Ksf48isH0T3vizBQeP0/38aNN6xeSSJsPs7UOPMXTz8AveNFLJncV71w6pES2yDR/tsokaHEdt3xJecEhQ5pJIZQKOOcim0Q3Tt8Pz5w7Wcq30UA9EUr9xTbaEiaRhCENaHZbGLH9CW4+E/3AdGKRUFh+v070WyevqQSAHYcugftl+dcnQGhG23BalKYjioImP6f+wWP/Xo5it7DVSErmZcBwM6pS5Y1IEzTDE89/X0AwBWXvw/j4+sjBhTWjzM1ztw1fjfe/O/xihsvE+tQFIBSEV7tW91XhKykvEz1qnfvf0sNMTcamTLIahawZkMiYFXUb3e6AnNzcxgfH8fs7OxATc8EQRAEYTOz0nzKrz317EXYOlbvLs58y2Dv7uMbfv6WnRFBEARB2ABoZf+ve8xhQIIRQRAEQdgA6AFoRsT0TBAEQRCEs0aj4j9X25jDgAQjgiAIgrABSBQG4MBa73iDQoIRQRAEQdgAJFDegbbOMYcBCUYEQRAEYQMgaRpBEARBENaVRCkkquadkZrHGxQSjAiCIAjCBkBDOWv7esccBiQYEQRBEIQNgB6AZkSCEUEQBEEQzppMaWSqXpVH3fbyg0KCEUEQBEHYAGj3X71jDgcSjAiCIAjCBkA0I4IgCIIgrCuJ0khqTtNsKtMzbuw7Nzc30IMRBEEQhM0Mz6M8r8bMt6j2XjLzrU3Um6bVagEApqenB3owgiAIgvD/QKvVwvj4OAAgz3NMTk7indcfHch3TU5OIs/zgYxdF4pWCs/6MMZgZmYGY2NjUENioCIIgiAIGw0iQqvVwtTUFLQOKZl2u41utzuQ78zzHM1mcyBj18VZBSOCIAiCIAiDYliqfgRBEARB2KRIMCIIgiAIwroiwYggCIIgCOuKBCOCIAiCIKwrEowIgiAIgrCuSDAiCIIgCMK6IsGIIAiCIAjryv8AIyJb0jP4cLAAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sigma = model.std(prior=prior, noise=1)\n", + "\n", + "temp1 = np.transpose(0 * X[1,:])\n", + "temp2=temp1\n", + "temp1[:] = sigma\n", + "temp2[sensors]=1\n", + "img = 0*snapshot\n", + "img2=img\n", + "img2[masks] = temp2\n", + "indx = np.where(img2==1)\n", + "plt.figure()\n", + "plt.scatter(indx[1], indx[0], 4, color='black')\n", + "ax = plt.gca()\n", + "image = ax.imshow(img, cmap=plt.cm.viridis_r)\n", + "plt.xticks([])\n", + "plt.yticks([])\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", + "plt.colorbar(image, cax)\n", + "ax.set_title('Uncertainty Heatmap');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Compute and plot One-Point Energy Landscape" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "one_pt_landscape = model.one_pt_energy_landscape(prior=prior, noise=1)\n", + "\n", + "temp = np.transpose(0 * X[1,:])\n", + "temp[:] = one_pt_landscape\n", + "img = 0*snapshot\n", + "img[masks] = temp\n", + "plt.figure()\n", + "image = plt.imshow(img, cmap=plt.cm.PuBu_r)\n", + "ax = plt.gca()\n", + "plt.xticks([])\n", + "plt.yticks([])\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", + "plt.colorbar(image, cax)\n", + "ax.set_title('One Point Landscape');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Print sensor locations" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "print(type(sensors))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Compute and plot two-point energy landscape.\n", + "When the input to `two_pt_sensors` is multiple sensors, the resulting landscape is the sum of two point interactions with all of those sensors. If the input is a single sensor, the resulting landscape will be the two point interaction with that particular sensor. " + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "two_pt_sensors = sensors\n", + "# two_pt_sensors = [9663]\n", + "two_pt_landscape = model.two_pt_energy_landscape(selected_sensors=two_pt_sensors, prior=prior, noise=1)\n", + "\n", + "temp1 = np.transpose(0 * X[1,:])\n", + "temp2=temp1\n", + "temp1[:] = two_pt_landscape\n", + "temp2[two_pt_sensors] = 1\n", + "img1 = 0*snapshot\n", + "img2=img1\n", + "img1[masks] = temp1\n", + "img2[masks] = temp2\n", + "image = plt.imshow(img1,\n", + " cmap=plt.cm.plasma_r,\n", + " vmax=np.nanmax(two_pt_landscape),\n", + " vmin=0,\n", + " )\n", + "ax = plt.gca()\n", + "indx = np.where(img2==1)\n", + "plt.scatter(indx[1], indx[0], 4, color='black')\n", + "plt.xticks([])\n", + "plt.yticks([])\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", + "plt.colorbar(image, cax)\n", + "ax.set_title('Two Point Landscape');" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}