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140 lines (140 loc) · 12.9 KB
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Epoch: 0, Iter: 100/1202, Loss1: 0.4169789, Loss2: 0.9890583, Loss: 1.4060371, PLCC: 0.0109418
Epoch: 0, Iter: 200/1202, Loss1: 0.5593340, Loss2: 0.9762065, Loss: 1.5355406, PLCC: 0.0237934
Epoch: 0, Iter: 300/1202, Loss1: 0.4087547, Loss2: 0.8508543, Loss: 1.2596090, PLCC: 0.1491457
Epoch: 0, Iter: 400/1202, Loss1: 0.2588114, Loss2: 0.9058573, Loss: 1.1646686, PLCC: 0.0941427
Epoch: 0, Iter: 500/1202, Loss1: 0.3072396, Loss2: 1.0817789, Loss: 1.3890185, PLCC: -0.0817789
Epoch: 0, Iter: 600/1202, Loss1: 0.3088610, Loss2: 1.1505144, Loss: 1.4593754, PLCC: -0.1505144
Epoch: 0, Iter: 700/1202, Loss1: 0.3605340, Loss2: 0.8689920, Loss: 1.2295260, PLCC: 0.1310080
Epoch: 0, Iter: 800/1202, Loss1: 0.3135077, Loss2: 0.9112335, Loss: 1.2247412, PLCC: 0.0887665
Epoch: 0, Iter: 900/1202, Loss1: 0.4433327, Loss2: 0.9315548, Loss: 1.3748875, PLCC: 0.0684452
Epoch: 0, Iter: 1000/1202, Loss1: 0.3031429, Loss2: 0.8354467, Loss: 1.1385896, PLCC: 0.1645533
Epoch: 0, Iter: 1100/1202, Loss1: 0.3700521, Loss2: 0.9754261, Loss: 1.3454782, PLCC: 0.0245739
Epoch: 0, Iter: 1200/1202, Loss1: 0.4098082, Loss2: 0.9862733, Loss: 1.3960816, PLCC: 0.0137267
Epoch: 0 cost time: 149.49461674690247
mae: 0.1105475, mse: 0.0233802, rmse: 0.1529059, mape: 111548.4765625, mspe: 2486511861760.0000000, plcc: 0.1338733, srcc: 0.1337600
Epoch: 1, Iter: 100/1202, Loss1: 0.4443209, Loss2: 0.8253108, Loss: 1.2696317, PLCC: 0.1746892
Epoch: 1, Iter: 200/1202, Loss1: 0.5158788, Loss2: 0.9360932, Loss: 1.4519720, PLCC: 0.0639068
Epoch: 1, Iter: 300/1202, Loss1: 0.5983641, Loss2: 0.9195607, Loss: 1.5179248, PLCC: 0.0804393
Epoch: 1, Iter: 400/1202, Loss1: 0.3821037, Loss2: 1.0041447, Loss: 1.3862484, PLCC: -0.0041447
Epoch: 1, Iter: 500/1202, Loss1: 0.3568202, Loss2: 0.9176672, Loss: 1.2744874, PLCC: 0.0823328
Epoch: 1, Iter: 600/1202, Loss1: 0.3966298, Loss2: 0.8554745, Loss: 1.2521043, PLCC: 0.1445255
Epoch: 1, Iter: 700/1202, Loss1: 0.4911187, Loss2: 0.9315487, Loss: 1.4226674, PLCC: 0.0684513
Epoch: 1, Iter: 800/1202, Loss1: 0.2510648, Loss2: 1.0471442, Loss: 1.2982090, PLCC: -0.0471441
Epoch: 1, Iter: 900/1202, Loss1: 0.4043231, Loss2: 0.7293054, Loss: 1.1336285, PLCC: 0.2706946
Epoch: 1, Iter: 1000/1202, Loss1: 0.3091340, Loss2: 1.0731940, Loss: 1.3823280, PLCC: -0.0731940
Epoch: 1, Iter: 1100/1202, Loss1: 0.4113855, Loss2: 0.8685184, Loss: 1.2799039, PLCC: 0.1314816
Epoch: 1, Iter: 1200/1202, Loss1: 0.3984357, Loss2: 1.0500023, Loss: 1.4484380, PLCC: -0.0500023
Epoch: 1 cost time: 132.38283514976501
mae: 0.1098117, mse: 0.0232050, rmse: 0.1523319, mape: 107206.6328125, mspe: 2341861851136.0000000, plcc: 0.1339438, srcc: 0.1337081
Epoch: 2, Iter: 100/1202, Loss1: 0.3817709, Loss2: 1.1700820, Loss: 1.5518529, PLCC: -0.1700820
Epoch: 2, Iter: 200/1202, Loss1: 0.2596595, Loss2: 0.9090130, Loss: 1.1686724, PLCC: 0.0909870
Epoch: 2, Iter: 300/1202, Loss1: 0.2421755, Loss2: 0.8265318, Loss: 1.0687073, PLCC: 0.1734682
Epoch: 2, Iter: 400/1202, Loss1: 0.3339919, Loss2: 0.7328991, Loss: 1.0668910, PLCC: 0.2671009
Epoch: 2, Iter: 500/1202, Loss1: 0.3879073, Loss2: 0.6722211, Loss: 1.0601285, PLCC: 0.3277790
Epoch: 2, Iter: 600/1202, Loss1: 0.3230934, Loss2: 1.0079206, Loss: 1.3310140, PLCC: -0.0079207
Epoch: 2, Iter: 700/1202, Loss1: 0.4016534, Loss2: 0.8253971, Loss: 1.2270505, PLCC: 0.1746030
Epoch: 2, Iter: 800/1202, Loss1: 0.4397586, Loss2: 0.8288255, Loss: 1.2685841, PLCC: 0.1711745
Epoch: 2, Iter: 900/1202, Loss1: 0.2548816, Loss2: 0.6990838, Loss: 0.9539654, PLCC: 0.3009162
Epoch: 2, Iter: 1000/1202, Loss1: 0.3708356, Loss2: 0.7119848, Loss: 1.0828204, PLCC: 0.2880152
Epoch: 2, Iter: 1100/1202, Loss1: 0.2299798, Loss2: 1.0060043, Loss: 1.2359841, PLCC: -0.0060043
Epoch: 2, Iter: 1200/1202, Loss1: 0.4525156, Loss2: 0.7187383, Loss: 1.1712539, PLCC: 0.2812617
Epoch: 2 cost time: 149.7908890247345
mae: 0.1100675, mse: 0.0231956, rmse: 0.1523011, mape: 107180.6484375, mspe: 2354689605632.0000000, plcc: 0.1335450, srcc: 0.1335602
Epoch: 3, Iter: 100/1202, Loss1: 0.4434730, Loss2: 0.9419723, Loss: 1.3854454, PLCC: 0.0580277
Epoch: 3, Iter: 200/1202, Loss1: 0.4157242, Loss2: 0.6677554, Loss: 1.0834795, PLCC: 0.3322446
Epoch: 3, Iter: 300/1202, Loss1: 0.3640510, Loss2: 0.8611865, Loss: 1.2252375, PLCC: 0.1388135
Epoch: 3, Iter: 400/1202, Loss1: 0.3336961, Loss2: 0.9573750, Loss: 1.2910712, PLCC: 0.0426249
Epoch: 3, Iter: 500/1202, Loss1: 0.3213317, Loss2: 0.8329487, Loss: 1.1542804, PLCC: 0.1670513
Epoch: 3, Iter: 600/1202, Loss1: 0.2583422, Loss2: 0.9025693, Loss: 1.1609116, PLCC: 0.0974307
Epoch: 3, Iter: 700/1202, Loss1: 0.4012095, Loss2: 0.9164366, Loss: 1.3176460, PLCC: 0.0835635
Epoch: 3, Iter: 800/1202, Loss1: 0.4147003, Loss2: 1.0904828, Loss: 1.5051831, PLCC: -0.0904828
Epoch: 3, Iter: 900/1202, Loss1: 0.3679706, Loss2: 0.8700454, Loss: 1.2380160, PLCC: 0.1299545
Epoch: 3, Iter: 1000/1202, Loss1: 0.2222621, Loss2: 0.9124658, Loss: 1.1347278, PLCC: 0.0875342
Epoch: 3, Iter: 1100/1202, Loss1: 0.3181258, Loss2: 0.8385381, Loss: 1.1566638, PLCC: 0.1614619
Epoch: 3, Iter: 1200/1202, Loss1: 0.2995181, Loss2: 0.8205939, Loss: 1.1201119, PLCC: 0.1794061
Epoch: 3 cost time: 159.38028073310852
mae: 0.1101121, mse: 0.0231958, rmse: 0.1523017, mape: 106806.8281250, mspe: 2346001104896.0000000, plcc: 0.1333371, srcc: 0.1337476
Epoch: 4, Iter: 100/1202, Loss1: 0.3052685, Loss2: 0.9319697, Loss: 1.2372382, PLCC: 0.0680303
Epoch: 4, Iter: 200/1202, Loss1: 0.2906401, Loss2: 0.7583977, Loss: 1.0490377, PLCC: 0.2416023
Epoch: 4, Iter: 300/1202, Loss1: 0.2937700, Loss2: 0.8880875, Loss: 1.1818576, PLCC: 0.1119125
Epoch: 4, Iter: 400/1202, Loss1: 0.2606316, Loss2: 0.8406086, Loss: 1.1012402, PLCC: 0.1593914
Epoch: 4, Iter: 500/1202, Loss1: 0.3523616, Loss2: 0.9747400, Loss: 1.3271017, PLCC: 0.0252599
Epoch: 4, Iter: 600/1202, Loss1: 0.4647063, Loss2: 1.0330601, Loss: 1.4977664, PLCC: -0.0330600
Epoch: 4, Iter: 700/1202, Loss1: 0.4291603, Loss2: 0.7994733, Loss: 1.2286336, PLCC: 0.2005267
Epoch: 4, Iter: 800/1202, Loss1: 0.6090758, Loss2: 0.7835224, Loss: 1.3925982, PLCC: 0.2164776
Epoch: 4, Iter: 900/1202, Loss1: 0.3516030, Loss2: 0.8630815, Loss: 1.2146845, PLCC: 0.1369186
Epoch: 4, Iter: 1000/1202, Loss1: 0.2554075, Loss2: 1.0346560, Loss: 1.2900636, PLCC: -0.0346560
Epoch: 4, Iter: 1100/1202, Loss1: 0.3006192, Loss2: 0.9929594, Loss: 1.2935786, PLCC: 0.0070406
Epoch: 4, Iter: 1200/1202, Loss1: 0.3481527, Loss2: 0.9873152, Loss: 1.3354678, PLCC: 0.0126848
Epoch: 4 cost time: 165.75151228904724
mae: 0.1097089, mse: 0.0231615, rmse: 0.1521889, mape: 106057.1484375, mspe: 2310956122112.0000000, plcc: 0.1328431, srcc: 0.1337700
Epoch: 5, Iter: 100/1202, Loss1: 0.4704697, Loss2: 0.7541481, Loss: 1.2246177, PLCC: 0.2458519
Epoch: 5, Iter: 200/1202, Loss1: 0.3137310, Loss2: 0.8290329, Loss: 1.1427640, PLCC: 0.1709671
Epoch: 5, Iter: 300/1202, Loss1: 0.3583421, Loss2: 0.7860668, Loss: 1.1444089, PLCC: 0.2139332
Epoch: 5, Iter: 400/1202, Loss1: 0.2589310, Loss2: 0.8473154, Loss: 1.1062465, PLCC: 0.1526846
Epoch: 5, Iter: 500/1202, Loss1: 0.4051342, Loss2: 1.0594981, Loss: 1.4646323, PLCC: -0.0594980
Epoch: 5, Iter: 600/1202, Loss1: 0.3763036, Loss2: 0.9629969, Loss: 1.3393005, PLCC: 0.0370031
Epoch: 5, Iter: 700/1202, Loss1: 0.2743298, Loss2: 0.8922864, Loss: 1.1666162, PLCC: 0.1077136
Epoch: 5, Iter: 800/1202, Loss1: 0.2882212, Loss2: 0.8667805, Loss: 1.1550016, PLCC: 0.1332195
Epoch: 5, Iter: 900/1202, Loss1: 0.3965370, Loss2: 0.7368221, Loss: 1.1333592, PLCC: 0.2631779
Epoch: 5, Iter: 1000/1202, Loss1: 0.2886192, Loss2: 0.9036782, Loss: 1.1922975, PLCC: 0.0963218
Epoch: 5, Iter: 1100/1202, Loss1: 0.4081502, Loss2: 0.9406371, Loss: 1.3487872, PLCC: 0.0593630
Epoch: 5, Iter: 1200/1202, Loss1: 0.6500477, Loss2: 0.8763020, Loss: 1.5263497, PLCC: 0.1236980
Epoch: 5 cost time: 158.5557508468628
mae: 0.1095970, mse: 0.0231538, rmse: 0.1521636, mape: 105857.8046875, mspe: 2301262823424.0000000, plcc: 0.1327128, srcc: 0.1336811
Epoch: 6, Iter: 100/1202, Loss1: 0.2701794, Loss2: 0.8642056, Loss: 1.1343850, PLCC: 0.1357944
Epoch: 6, Iter: 200/1202, Loss1: 0.5594642, Loss2: 0.8744062, Loss: 1.4338703, PLCC: 0.1255939
Epoch: 6, Iter: 300/1202, Loss1: 0.2470565, Loss2: 0.9890499, Loss: 1.2361064, PLCC: 0.0109502
Epoch: 6, Iter: 400/1202, Loss1: 0.4124036, Loss2: 0.7429491, Loss: 1.1553527, PLCC: 0.2570509
Epoch: 6, Iter: 500/1202, Loss1: 0.2061181, Loss2: 0.8982375, Loss: 1.1043556, PLCC: 0.1017625
Epoch: 6, Iter: 600/1202, Loss1: 0.3017229, Loss2: 1.0135264, Loss: 1.3152493, PLCC: -0.0135265
Epoch: 6, Iter: 700/1202, Loss1: 0.3080874, Loss2: 0.7772509, Loss: 1.0853382, PLCC: 0.2227491
Epoch: 6, Iter: 800/1202, Loss1: 0.2748768, Loss2: 1.1586031, Loss: 1.4334799, PLCC: -0.1586030
Epoch: 6, Iter: 900/1202, Loss1: 0.2457964, Loss2: 0.9048474, Loss: 1.1506438, PLCC: 0.0951526
Epoch: 6, Iter: 1000/1202, Loss1: 0.3519988, Loss2: 0.8723085, Loss: 1.2243073, PLCC: 0.1276915
Epoch: 6, Iter: 1100/1202, Loss1: 0.2592038, Loss2: 0.8990290, Loss: 1.1582327, PLCC: 0.1009710
Epoch: 6, Iter: 1200/1202, Loss1: 0.3375067, Loss2: 0.8072287, Loss: 1.1447353, PLCC: 0.1927713
Epoch: 6 cost time: 158.65250086784363
mae: 0.1101784, mse: 0.0231743, rmse: 0.1522311, mape: 107788.5390625, mspe: 2383276670976.0000000, plcc: 0.1322865, srcc: 0.1330802
Epoch: 7, Iter: 100/1202, Loss1: 0.2284248, Loss2: 0.7738503, Loss: 1.0022750, PLCC: 0.2261497
Epoch: 7, Iter: 200/1202, Loss1: 0.2771350, Loss2: 0.9193423, Loss: 1.1964774, PLCC: 0.0806576
Epoch: 7, Iter: 300/1202, Loss1: 0.4559998, Loss2: 0.9419802, Loss: 1.3979800, PLCC: 0.0580198
Epoch: 7, Iter: 400/1202, Loss1: 0.4064274, Loss2: 1.0056700, Loss: 1.4120973, PLCC: -0.0056699
Epoch: 7, Iter: 500/1202, Loss1: 0.2677560, Loss2: 0.7438149, Loss: 1.0115709, PLCC: 0.2561851
Epoch: 7, Iter: 600/1202, Loss1: 0.2912017, Loss2: 0.7843649, Loss: 1.0755666, PLCC: 0.2156351
Epoch: 7, Iter: 700/1202, Loss1: 0.5799905, Loss2: 0.8700379, Loss: 1.4500284, PLCC: 0.1299621
Epoch: 7, Iter: 800/1202, Loss1: 0.3664063, Loss2: 1.0022126, Loss: 1.3686190, PLCC: -0.0022126
Epoch: 7, Iter: 900/1202, Loss1: 0.4230035, Loss2: 0.7424996, Loss: 1.1655030, PLCC: 0.2575004
Epoch: 7, Iter: 1000/1202, Loss1: 0.5094955, Loss2: 0.8507321, Loss: 1.3602276, PLCC: 0.1492679
Epoch: 7, Iter: 1100/1202, Loss1: 0.3630543, Loss2: 0.8193897, Loss: 1.1824441, PLCC: 0.1806103
Epoch: 7, Iter: 1200/1202, Loss1: 0.4125374, Loss2: 0.7079084, Loss: 1.1204457, PLCC: 0.2920916
Epoch: 7 cost time: 157.1412386894226
mae: 0.1099460, mse: 0.0231618, rmse: 0.1521900, mape: 106893.6718750, mspe: 2347603329024.0000000, plcc: 0.1322805, srcc: 0.1331532
Epoch: 8, Iter: 100/1202, Loss1: 0.5037652, Loss2: 1.0369692, Loss: 1.5407344, PLCC: -0.0369692
Epoch: 8, Iter: 200/1202, Loss1: 0.4040542, Loss2: 0.7137612, Loss: 1.1178154, PLCC: 0.2862388
Epoch: 8, Iter: 300/1202, Loss1: 0.1891401, Loss2: 0.9433615, Loss: 1.1325016, PLCC: 0.0566385
Epoch: 8, Iter: 400/1202, Loss1: 0.2460192, Loss2: 0.8081456, Loss: 1.0541648, PLCC: 0.1918544
Epoch: 8, Iter: 500/1202, Loss1: 0.4930803, Loss2: 1.1387349, Loss: 1.6318153, PLCC: -0.1387349
Epoch: 8, Iter: 600/1202, Loss1: 0.4772753, Loss2: 1.0196246, Loss: 1.4968998, PLCC: -0.0196246
Epoch: 8, Iter: 700/1202, Loss1: 0.4828988, Loss2: 0.9826904, Loss: 1.4655892, PLCC: 0.0173096
Epoch: 8, Iter: 800/1202, Loss1: 0.1381250, Loss2: 0.9790224, Loss: 1.1171473, PLCC: 0.0209776
Epoch: 8, Iter: 900/1202, Loss1: 0.4114775, Loss2: 0.7693655, Loss: 1.1808431, PLCC: 0.2306345
Epoch: 8, Iter: 1000/1202, Loss1: 0.3940888, Loss2: 0.8636122, Loss: 1.2577009, PLCC: 0.1363878
Epoch: 8, Iter: 1100/1202, Loss1: 0.4412445, Loss2: 0.9041579, Loss: 1.3454024, PLCC: 0.0958421
Epoch: 8, Iter: 1200/1202, Loss1: 0.3891103, Loss2: 0.9185447, Loss: 1.3076551, PLCC: 0.0814553
Epoch: 8 cost time: 158.89178442955017
mae: 0.1097714, mse: 0.0231603, rmse: 0.1521852, mape: 105977.8359375, mspe: 2312122138624.0000000, plcc: 0.1325460, srcc: 0.1334366
Epoch: 9, Iter: 100/1202, Loss1: 0.4318392, Loss2: 0.7619504, Loss: 1.1937895, PLCC: 0.2380496
Epoch: 9, Iter: 200/1202, Loss1: 0.2973039, Loss2: 0.9827735, Loss: 1.2800775, PLCC: 0.0172264
Epoch: 9, Iter: 300/1202, Loss1: 0.3007902, Loss2: 0.8731398, Loss: 1.1739299, PLCC: 0.1268602
Epoch: 9, Iter: 400/1202, Loss1: 0.2568954, Loss2: 0.8181551, Loss: 1.0750504, PLCC: 0.1818449
Epoch: 9, Iter: 500/1202, Loss1: 0.3209302, Loss2: 0.6747137, Loss: 0.9956439, PLCC: 0.3252863
Epoch: 9, Iter: 600/1202, Loss1: 0.2235978, Loss2: 0.7291849, Loss: 0.9527826, PLCC: 0.2708151
Epoch: 9, Iter: 700/1202, Loss1: 0.3238454, Loss2: 0.9193541, Loss: 1.2431995, PLCC: 0.0806460
Epoch: 9, Iter: 800/1202, Loss1: 0.2400007, Loss2: 0.9189904, Loss: 1.1589910, PLCC: 0.0810096
Epoch: 9, Iter: 900/1202, Loss1: 0.3213004, Loss2: 0.8148375, Loss: 1.1361378, PLCC: 0.1851626
Epoch: 9, Iter: 1000/1202, Loss1: 0.2259870, Loss2: 0.7352258, Loss: 0.9612128, PLCC: 0.2647743
Epoch: 9, Iter: 1100/1202, Loss1: 0.1993132, Loss2: 0.9041514, Loss: 1.1034646, PLCC: 0.0958486
Epoch: 9, Iter: 1200/1202, Loss1: 0.3936464, Loss2: 0.9440811, Loss: 1.3377275, PLCC: 0.0559189
Epoch: 9 cost time: 158.69123339653015
mae: 0.1098192, mse: 0.0231579, rmse: 0.1521772, mape: 106439.7734375, mspe: 2328600510464.0000000, plcc: 0.1324009, srcc: 0.1333185