|
115 | 115 | }, |
116 | 116 | { |
117 | 117 | "cell_type": "code", |
118 | | - "execution_count": 3, |
| 118 | + "execution_count": null, |
119 | 119 | "metadata": {}, |
120 | 120 | "outputs": [ |
121 | 121 | { |
122 | 122 | "name": "stderr", |
123 | 123 | "output_type": "stream", |
124 | 124 | "text": [ |
125 | | - "2025-02-24 11:39:26.726815: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n", |
| 125 | + "2025-05-13 21:22:40.558926: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n", |
126 | 126 | "No GPU/TPU found, falling back to CPU. (Set TF_CPP_MIN_LOG_LEVEL=0 and rerun for more info.)\n", |
127 | 127 | "/home/rikab/miniconda3/envs/SHAPER/lib/python3.8/site-packages/ot/backend.py:2998: UserWarning: To use TensorflowBackend, you need to activate the tensorflow numpy API. You can activate it by running: \n", |
128 | 128 | "from tensorflow.python.ops.numpy_ops import np_config\n", |
|
140 | 140 | "Compiling with vmap after jit\n", |
141 | 141 | "Compiling with vmap after jit\n", |
142 | 142 | "Compiling with vmap after jit\n", |
143 | | - "1-sPronginess: Epoch 0 of 50, Mean Loss: 9.244e-02, Time: 2.356s ( 2.356s), Early Stopping: 0.000\n", |
144 | | - "1-sPronginess: Epoch 1 of 50, Mean Loss: 9.244e-02, Time: 2.520s ( 0.164s), Early Stopping: 0.000\n", |
145 | | - "1-sPronginess: Epoch 2 of 50, Mean Loss: 9.244e-02, Time: 2.603s ( 0.083s), Early Stopping: 0.000\n", |
146 | | - "1-sPronginess: Epoch 3 of 50, Mean Loss: 9.244e-02, Time: 2.676s ( 0.073s), Early Stopping: 0.000\n", |
147 | | - "1-sPronginess: Epoch 4 of 50, Mean Loss: 9.244e-02, Time: 2.750s ( 0.075s), Early Stopping: 0.000\n", |
148 | | - "1-sPronginess: Epoch 5 of 50, Mean Loss: 9.244e-02, Time: 2.823s ( 0.073s), Early Stopping: 0.000\n", |
149 | | - "1-sPronginess: Epoch 6 of 50, Mean Loss: 9.244e-02, Time: 2.899s ( 0.076s), Early Stopping: 0.000\n", |
150 | | - "1-sPronginess: Epoch 7 of 50, Mean Loss: 9.244e-02, Time: 2.974s ( 0.075s), Early Stopping: 0.000\n", |
151 | | - "1-sPronginess: Epoch 8 of 50, Mean Loss: 9.244e-02, Time: 3.050s ( 0.076s), Early Stopping: 0.000\n", |
152 | | - "1-sPronginess: Epoch 9 of 50, Mean Loss: 9.244e-02, Time: 3.128s ( 0.078s), Early Stopping: 0.000\n", |
153 | | - "1-sPronginess: Epoch 10 of 50, Mean Loss: 9.244e-02, Time: 3.212s ( 0.083s), Early Stopping: 0.000\n", |
154 | | - "1-sPronginess: Epoch 11 of 50, Mean Loss: 9.244e-02, Time: 3.308s ( 0.097s), Early Stopping: 0.000\n", |
155 | | - "1-sPronginess: Epoch 12 of 50, Mean Loss: 9.244e-02, Time: 3.388s ( 0.080s), Early Stopping: 0.000\n", |
156 | | - "1-sPronginess: Epoch 13 of 50, Mean Loss: 9.244e-02, Time: 3.474s ( 0.086s), Early Stopping: 0.000\n", |
157 | | - "1-sPronginess: Epoch 14 of 50, Mean Loss: 9.244e-02, Time: 3.554s ( 0.080s), Early Stopping: 0.000\n", |
158 | | - "1-sPronginess: Epoch 15 of 50, Mean Loss: 9.244e-02, Time: 3.632s ( 0.079s), Early Stopping: 0.000\n", |
159 | | - "1-sPronginess: Epoch 16 of 50, Mean Loss: 9.244e-02, Time: 3.711s ( 0.079s), Early Stopping: 0.000\n", |
160 | | - "1-sPronginess: Epoch 17 of 50, Mean Loss: 9.244e-02, Time: 3.787s ( 0.076s), Early Stopping: 0.000\n", |
161 | | - "1-sPronginess: Epoch 18 of 50, Mean Loss: 9.244e-02, Time: 3.865s ( 0.077s), Early Stopping: 0.000\n", |
162 | | - "1-sPronginess: Epoch 19 of 50, Mean Loss: 9.244e-02, Time: 3.942s ( 0.077s), Early Stopping: 0.000\n", |
163 | | - "1-sPronginess: Epoch 20 of 50, Mean Loss: 9.244e-02, Time: 4.020s ( 0.078s), Early Stopping: 0.000\n", |
164 | | - "1-sPronginess: Epoch 21 of 50, Mean Loss: 9.244e-02, Time: 4.112s ( 0.092s), Early Stopping: 0.000\n", |
165 | | - "1-sPronginess: Epoch 22 of 50, Mean Loss: 9.244e-02, Time: 4.204s ( 0.092s), Early Stopping: 0.000\n", |
166 | | - "1-sPronginess: Epoch 23 of 50, Mean Loss: 9.244e-02, Time: 4.278s ( 0.074s), Early Stopping: 0.000\n", |
167 | | - "1-sPronginess: Epoch 24 of 50, Mean Loss: 9.244e-02, Time: 4.352s ( 0.073s), Early Stopping: 0.000\n", |
168 | | - "1-sPronginess: Epoch 25 of 50, Mean Loss: 9.244e-02, Time: 4.429s ( 0.078s), Early Stopping: 0.000\n", |
169 | | - "1-sPronginess: Epoch 26 of 50, Mean Loss: 9.244e-02, Time: 4.505s ( 0.076s), Early Stopping: 0.000\n", |
170 | | - "1-sPronginess: Epoch 27 of 50, Mean Loss: 9.244e-02, Time: 4.589s ( 0.084s), Early Stopping: 0.000\n", |
171 | | - "1-sPronginess: Epoch 28 of 50, Mean Loss: 9.244e-02, Time: 4.668s ( 0.079s), Early Stopping: 0.000\n", |
172 | | - "1-sPronginess: Epoch 29 of 50, Mean Loss: 9.244e-02, Time: 4.751s ( 0.083s), Early Stopping: 0.000\n", |
173 | | - "1-sPronginess: Epoch 30 of 50, Mean Loss: 9.244e-02, Time: 4.840s ( 0.089s), Early Stopping: 0.000\n", |
174 | | - "1-sPronginess: Epoch 31 of 50, Mean Loss: 9.244e-02, Time: 4.930s ( 0.090s), Early Stopping: 0.000\n", |
175 | | - "1-sPronginess: Epoch 32 of 50, Mean Loss: 9.244e-02, Time: 5.006s ( 0.076s), Early Stopping: 0.000\n", |
176 | | - "1-sPronginess: Epoch 33 of 50, Mean Loss: 9.244e-02, Time: 5.086s ( 0.079s), Early Stopping: 0.000\n", |
177 | | - "1-sPronginess: Epoch 34 of 50, Mean Loss: 9.244e-02, Time: 5.166s ( 0.080s), Early Stopping: 0.000\n", |
178 | | - "1-sPronginess: Epoch 35 of 50, Mean Loss: 9.244e-02, Time: 5.250s ( 0.085s), Early Stopping: 0.000\n", |
179 | | - "1-sPronginess: Epoch 36 of 50, Mean Loss: 9.244e-02, Time: 5.330s ( 0.080s), Early Stopping: 0.000\n", |
180 | | - "1-sPronginess: Epoch 37 of 50, Mean Loss: 9.244e-02, Time: 5.414s ( 0.084s), Early Stopping: 0.000\n", |
181 | | - "1-sPronginess: Epoch 38 of 50, Mean Loss: 9.244e-02, Time: 5.496s ( 0.082s), Early Stopping: 0.000\n", |
182 | | - "1-sPronginess: Epoch 39 of 50, Mean Loss: 9.244e-02, Time: 5.577s ( 0.081s), Early Stopping: 0.000\n", |
183 | | - "1-sPronginess: Epoch 40 of 50, Mean Loss: 9.244e-02, Time: 5.665s ( 0.087s), Early Stopping: 0.000\n", |
184 | | - "1-sPronginess: Epoch 41 of 50, Mean Loss: 9.244e-02, Time: 5.744s ( 0.079s), Early Stopping: 0.000\n", |
185 | | - "1-sPronginess: Epoch 42 of 50, Mean Loss: 9.244e-02, Time: 5.823s ( 0.079s), Early Stopping: 0.000\n", |
186 | | - "1-sPronginess: Epoch 43 of 50, Mean Loss: 9.244e-02, Time: 5.900s ( 0.077s), Early Stopping: 0.000\n", |
187 | | - "1-sPronginess: Epoch 44 of 50, Mean Loss: 9.244e-02, Time: 5.975s ( 0.075s), Early Stopping: 0.000\n", |
188 | | - "1-sPronginess: Epoch 45 of 50, Mean Loss: 9.244e-02, Time: 6.053s ( 0.078s), Early Stopping: 0.000\n", |
189 | | - "1-sPronginess: Epoch 46 of 50, Mean Loss: 9.244e-02, Time: 6.135s ( 0.082s), Early Stopping: 0.000\n", |
190 | | - "1-sPronginess: Epoch 47 of 50, Mean Loss: 9.244e-02, Time: 6.216s ( 0.081s), Early Stopping: 0.000\n", |
191 | | - "1-sPronginess: Epoch 48 of 50, Mean Loss: 9.244e-02, Time: 6.302s ( 0.086s), Early Stopping: 0.000\n", |
192 | | - "1-sPronginess: Epoch 49 of 50, Mean Loss: 9.244e-02, Time: 6.381s ( 0.079s), Early Stopping: 0.000\n", |
193 | | - "1-sPronginess: Epoch 0 of 50, Mean Loss: 7.292e-03, Time: 3.952s ( 3.952s), Early Stopping: 0.000\n", |
194 | | - "1-sPronginess: Epoch 1 of 50, Mean Loss: 7.019e-03, Time: 4.066s ( 0.114s), Early Stopping: 0.000\n", |
195 | | - "1-sPronginess: Epoch 2 of 50, Mean Loss: 6.795e-03, Time: 4.177s ( 0.111s), Early Stopping: 0.000\n", |
196 | | - "1-sPronginess: Epoch 3 of 50, Mean Loss: 6.624e-03, Time: 4.291s ( 0.114s), Early Stopping: 0.000\n", |
197 | | - "1-sPronginess: Epoch 4 of 50, Mean Loss: 6.502e-03, Time: 4.413s ( 0.123s), Early Stopping: 0.000\n", |
198 | | - "1-sPronginess: Epoch 5 of 50, Mean Loss: 6.406e-03, Time: 4.533s ( 0.119s), Early Stopping: 0.000\n", |
199 | | - "1-sPronginess: Epoch 6 of 50, Mean Loss: 6.250e-03, Time: 4.652s ( 0.120s), Early Stopping: 0.000\n", |
200 | | - "1-sPronginess: Epoch 7 of 50, Mean Loss: 6.187e-03, Time: 4.768s ( 0.115s), Early Stopping: 0.000\n", |
201 | | - "1-sPronginess: Epoch 8 of 50, Mean Loss: 6.132e-03, Time: 4.893s ( 0.125s), Early Stopping: 0.000\n", |
202 | | - "1-sPronginess: Epoch 9 of 50, Mean Loss: 6.050e-03, Time: 5.013s ( 0.120s), Early Stopping: 0.000\n", |
203 | | - "1-sPronginess: Epoch 10 of 50, Mean Loss: 6.040e-03, Time: 5.122s ( 0.109s), Early Stopping: 0.000\n", |
204 | | - "1-sPronginess: Epoch 11 of 50, Mean Loss: 5.981e-03, Time: 5.240s ( 0.117s), Early Stopping: 0.000\n", |
205 | | - "1-sPronginess: Epoch 12 of 50, Mean Loss: 5.951e-03, Time: 5.356s ( 0.116s), Early Stopping: 0.000\n", |
206 | | - "1-sPronginess: Epoch 13 of 50, Mean Loss: 5.973e-03, Time: 5.467s ( 0.111s), Early Stopping: 0.000\n", |
207 | | - "1-sPronginess: Epoch 14 of 50, Mean Loss: 5.887e-03, Time: 5.583s ( 0.116s), Early Stopping: 0.000\n", |
208 | | - "1-sPronginess: Epoch 15 of 50, Mean Loss: 5.891e-03, Time: 5.693s ( 0.111s), Early Stopping: 0.000\n", |
209 | | - "1-sPronginess: Epoch 16 of 50, Mean Loss: 5.873e-03, Time: 5.806s ( 0.113s), Early Stopping: 0.000\n", |
210 | | - "1-sPronginess: Epoch 17 of 50, Mean Loss: 5.852e-03, Time: 5.923s ( 0.117s), Early Stopping: 0.000\n", |
211 | | - "1-sPronginess: Epoch 18 of 50, Mean Loss: 5.843e-03, Time: 6.033s ( 0.110s), Early Stopping: 0.000\n", |
212 | | - "1-sPronginess: Epoch 19 of 50, Mean Loss: 5.855e-03, Time: 6.144s ( 0.111s), Early Stopping: 0.000\n", |
213 | | - "1-sPronginess: Epoch 20 of 50, Mean Loss: 5.824e-03, Time: 6.271s ( 0.127s), Early Stopping: 0.000\n", |
214 | | - "1-sPronginess: Epoch 21 of 50, Mean Loss: 5.805e-03, Time: 6.391s ( 0.120s), Early Stopping: 0.000\n", |
215 | | - "1-sPronginess: Epoch 22 of 50, Mean Loss: 5.873e-03, Time: 6.507s ( 0.116s), Early Stopping: 0.000\n", |
216 | | - "1-sPronginess: Epoch 23 of 50, Mean Loss: 5.809e-03, Time: 6.630s ( 0.123s), Early Stopping: 0.000\n", |
217 | | - "1-sPronginess: Epoch 24 of 50, Mean Loss: 5.791e-03, Time: 6.746s ( 0.116s), Early Stopping: 0.000\n", |
218 | | - "1-sPronginess: Epoch 25 of 50, Mean Loss: 5.803e-03, Time: 6.867s ( 0.122s), Early Stopping: 0.000\n", |
219 | | - "1-sPronginess: Epoch 26 of 50, Mean Loss: 5.803e-03, Time: 6.980s ( 0.113s), Early Stopping: 0.000\n", |
220 | | - "1-sPronginess: Epoch 27 of 50, Mean Loss: 5.795e-03, Time: 7.109s ( 0.129s), Early Stopping: 0.000\n", |
221 | | - "1-sPronginess: Epoch 28 of 50, Mean Loss: 5.778e-03, Time: 7.229s ( 0.120s), Early Stopping: 0.000\n", |
222 | | - "1-sPronginess: Epoch 29 of 50, Mean Loss: 5.783e-03, Time: 7.349s ( 0.120s), Early Stopping: 0.000\n", |
223 | | - "1-sPronginess: Epoch 30 of 50, Mean Loss: 5.780e-03, Time: 7.467s ( 0.118s), Early Stopping: 0.000\n", |
224 | | - "1-sPronginess: Epoch 31 of 50, Mean Loss: 5.822e-03, Time: 7.584s ( 0.117s), Early Stopping: 0.000\n", |
225 | | - "1-sPronginess: Epoch 32 of 50, Mean Loss: 5.786e-03, Time: 7.734s ( 0.150s), Early Stopping: 0.000\n", |
226 | | - "1-sPronginess: Epoch 33 of 50, Mean Loss: 5.777e-03, Time: 7.852s ( 0.119s), Early Stopping: 0.000\n", |
227 | | - "1-sPronginess: Epoch 34 of 50, Mean Loss: 5.787e-03, Time: 7.975s ( 0.123s), Early Stopping: 0.000\n", |
228 | | - "1-sPronginess: Epoch 35 of 50, Mean Loss: 5.785e-03, Time: 8.102s ( 0.127s), Early Stopping: 0.000\n", |
229 | | - "1-sPronginess: Epoch 36 of 50, Mean Loss: 5.778e-03, Time: 8.234s ( 0.132s), Early Stopping: 0.000\n", |
230 | | - "1-sPronginess: Epoch 37 of 50, Mean Loss: 5.777e-03, Time: 8.361s ( 0.127s), Early Stopping: 0.000\n", |
231 | | - "1-sPronginess: Epoch 38 of 50, Mean Loss: 5.770e-03, Time: 8.480s ( 0.120s), Early Stopping: 0.000\n", |
232 | | - "1-sPronginess: Epoch 39 of 50, Mean Loss: 5.791e-03, Time: 8.604s ( 0.124s), Early Stopping: 0.000\n", |
233 | | - "1-sPronginess: Epoch 40 of 50, Mean Loss: 5.773e-03, Time: 8.721s ( 0.117s), Early Stopping: 0.000\n", |
234 | | - "1-sPronginess: Epoch 41 of 50, Mean Loss: 5.786e-03, Time: 8.842s ( 0.121s), Early Stopping: 0.000\n", |
235 | | - "1-sPronginess: Epoch 42 of 50, Mean Loss: 5.799e-03, Time: 8.966s ( 0.124s), Early Stopping: 0.000\n", |
236 | | - "1-sPronginess: Epoch 43 of 50, Mean Loss: 5.769e-03, Time: 9.103s ( 0.137s), Early Stopping: 0.000\n", |
237 | | - "1-sPronginess: Epoch 44 of 50, Mean Loss: 5.770e-03, Time: 9.232s ( 0.129s), Early Stopping: 0.000\n", |
238 | | - "1-sPronginess: Epoch 45 of 50, Mean Loss: 5.783e-03, Time: 9.364s ( 0.133s), Early Stopping: 0.000\n", |
239 | | - "1-sPronginess: Epoch 46 of 50, Mean Loss: 5.783e-03, Time: 9.501s ( 0.137s), Early Stopping: 0.000\n", |
240 | | - "1-sPronginess: Epoch 47 of 50, Mean Loss: 5.768e-03, Time: 9.629s ( 0.128s), Early Stopping: 0.000\n", |
241 | | - "1-sPronginess: Epoch 48 of 50, Mean Loss: 5.767e-03, Time: 9.777s ( 0.148s), Early Stopping: 0.000\n", |
242 | | - "1-sPronginess: Epoch 49 of 50, Mean Loss: 5.757e-03, Time: 9.897s ( 0.120s), Early Stopping: 0.000\n", |
243 | | - "Compiling with vmap after jit\n" |
| 143 | + "1-sPronginess: Epoch 0 of 50, Mean Loss: 9.244e-02, Time: 2.494s ( 2.494s), Early Stopping: 0.000\n", |
| 144 | + "1-sPronginess: Epoch 1 of 50, Mean Loss: 9.244e-02, Time: 2.672s ( 0.178s), Early Stopping: 0.000\n", |
| 145 | + "1-sPronginess: Epoch 2 of 50, Mean Loss: 9.244e-02, Time: 2.757s ( 0.085s), Early Stopping: 0.000\n", |
| 146 | + "1-sPronginess: Epoch 3 of 50, Mean Loss: 9.244e-02, Time: 2.833s ( 0.075s), Early Stopping: 0.000\n", |
| 147 | + "1-sPronginess: Epoch 4 of 50, Mean Loss: 9.244e-02, Time: 2.910s ( 0.077s), Early Stopping: 0.000\n", |
| 148 | + "1-sPronginess: Epoch 5 of 50, Mean Loss: 9.244e-02, Time: 2.989s ( 0.079s), Early Stopping: 0.000\n", |
| 149 | + "1-sPronginess: Epoch 6 of 50, Mean Loss: 9.244e-02, Time: 3.069s ( 0.080s), Early Stopping: 0.000\n", |
| 150 | + "1-sPronginess: Epoch 7 of 50, Mean Loss: 9.244e-02, Time: 3.150s ( 0.081s), Early Stopping: 0.000\n", |
| 151 | + "1-sPronginess: Epoch 8 of 50, Mean Loss: 9.244e-02, Time: 3.231s ( 0.081s), Early Stopping: 0.000\n", |
| 152 | + "1-sPronginess: Epoch 9 of 50, Mean Loss: 9.244e-02, Time: 3.334s ( 0.103s), Early Stopping: 0.000\n", |
| 153 | + "1-sPronginess: Epoch 10 of 50, Mean Loss: 9.244e-02, Time: 3.418s ( 0.084s), Early Stopping: 0.000\n", |
| 154 | + "1-sPronginess: Epoch 11 of 50, Mean Loss: 9.244e-02, Time: 3.493s ( 0.075s), Early Stopping: 0.000\n", |
| 155 | + "1-sPronginess: Epoch 12 of 50, Mean Loss: 9.244e-02, Time: 3.571s ( 0.078s), Early Stopping: 0.000\n", |
| 156 | + "1-sPronginess: Epoch 13 of 50, Mean Loss: 9.244e-02, Time: 3.650s ( 0.079s), Early Stopping: 0.000\n" |
244 | 157 | ] |
245 | 158 | } |
246 | 159 | ], |
|
279 | 192 | }, |
280 | 193 | { |
281 | 194 | "cell_type": "code", |
282 | | - "execution_count": 4, |
| 195 | + "execution_count": null, |
283 | 196 | "metadata": {}, |
284 | 197 | "outputs": [], |
285 | 198 | "source": [ |
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295 | 208 | }, |
296 | 209 | { |
297 | 210 | "cell_type": "code", |
298 | | - "execution_count": 5, |
| 211 | + "execution_count": null, |
299 | 212 | "metadata": {}, |
300 | 213 | "outputs": [ |
301 | 214 | { |
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349 | 262 | }, |
350 | 263 | { |
351 | 264 | "cell_type": "code", |
352 | | - "execution_count": 6, |
| 265 | + "execution_count": null, |
353 | 266 | "metadata": {}, |
354 | 267 | "outputs": [ |
355 | 268 | { |
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403 | 316 | }, |
404 | 317 | { |
405 | 318 | "cell_type": "code", |
406 | | - "execution_count": 7, |
| 319 | + "execution_count": null, |
407 | 320 | "metadata": {}, |
408 | 321 | "outputs": [ |
409 | 322 | { |
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452 | 365 | }, |
453 | 366 | { |
454 | 367 | "cell_type": "code", |
455 | | - "execution_count": 14, |
| 368 | + "execution_count": null, |
456 | 369 | "metadata": {}, |
457 | 370 | "outputs": [ |
458 | 371 | { |
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529 | 442 | }, |
530 | 443 | { |
531 | 444 | "cell_type": "code", |
532 | | - "execution_count": 12, |
| 445 | + "execution_count": null, |
533 | 446 | "metadata": {}, |
534 | 447 | "outputs": [ |
535 | 448 | { |
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576 | 489 | }, |
577 | 490 | { |
578 | 491 | "cell_type": "code", |
579 | | - "execution_count": 16, |
| 492 | + "execution_count": null, |
580 | 493 | "metadata": {}, |
581 | 494 | "outputs": [ |
582 | 495 | { |
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617 | 530 | }, |
618 | 531 | { |
619 | 532 | "cell_type": "code", |
620 | | - "execution_count": 53, |
| 533 | + "execution_count": null, |
621 | 534 | "metadata": {}, |
622 | 535 | "outputs": [ |
623 | 536 | { |
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5646 | 5559 | }, |
5647 | 5560 | { |
5648 | 5561 | "cell_type": "code", |
5649 | | - "execution_count": 32, |
| 5562 | + "execution_count": null, |
5650 | 5563 | "metadata": {}, |
5651 | 5564 | "outputs": [ |
5652 | 5565 | { |
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10635 | 10548 | }, |
10636 | 10549 | { |
10637 | 10550 | "cell_type": "code", |
10638 | | - "execution_count": 16, |
| 10551 | + "execution_count": null, |
10639 | 10552 | "metadata": {}, |
10640 | 10553 | "outputs": [ |
10641 | 10554 | { |
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15671 | 15584 | }, |
15672 | 15585 | { |
15673 | 15586 | "cell_type": "code", |
15674 | | - "execution_count": 34, |
| 15587 | + "execution_count": null, |
15675 | 15588 | "metadata": {}, |
15676 | 15589 | "outputs": [ |
15677 | 15590 | { |
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15708 | 15621 | }, |
15709 | 15622 | { |
15710 | 15623 | "cell_type": "code", |
15711 | | - "execution_count": 50, |
| 15624 | + "execution_count": null, |
15712 | 15625 | "metadata": {}, |
15713 | 15626 | "outputs": [ |
15714 | 15627 | { |
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15791 | 15704 | }, |
15792 | 15705 | { |
15793 | 15706 | "cell_type": "code", |
15794 | | - "execution_count": 23, |
| 15707 | + "execution_count": null, |
15795 | 15708 | "metadata": {}, |
15796 | 15709 | "outputs": [ |
15797 | 15710 | { |
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