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Commit 3e4bf0cf authored by Sugon_ldc's avatar Sugon_ldc
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log/log_res18_patch4.txt deleted 100644 → 0
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epoch:0
Wed Oct 28 01:49:11 2020 Epoch 0, lr: 0.0010000, val loss: 118.90921, acc: 58.60000
Wed Oct 28 01:49:30 2020 Epoch 1, lr: 0.0010000, val loss: 87.35475, acc: 70.25000
Wed Oct 28 01:49:49 2020 Epoch 2, lr: 0.0010000, val loss: 80.21718, acc: 72.61000
Wed Oct 28 01:50:16 2020 Epoch 3, lr: 0.0010000, val loss: 64.91081, acc: 78.19000
Wed Oct 28 01:50:53 2020 Epoch 4, lr: 0.0010000, val loss: 58.25699, acc: 80.36000
Wed Oct 28 01:51:30 2020 Epoch 5, lr: 0.0010000, val loss: 48.68425, acc: 84.14000
Wed Oct 28 01:52:07 2020 Epoch 6, lr: 0.0010000, val loss: 53.80388, acc: 82.70000
Wed Oct 28 01:52:45 2020 Epoch 7, lr: 0.0010000, val loss: 41.47698, acc: 85.79000
Wed Oct 28 01:53:22 2020 Epoch 8, lr: 0.0010000, val loss: 42.50140, acc: 85.42000
Wed Oct 28 01:53:59 2020 Epoch 9, lr: 0.0010000, val loss: 44.76749, acc: 85.55000
Wed Oct 28 01:54:36 2020 Epoch 10, lr: 0.0010000, val loss: 37.57323, acc: 87.38000
Wed Oct 28 01:55:13 2020 Epoch 11, lr: 0.0010000, val loss: 36.98403, acc: 87.91000
Wed Oct 28 01:55:50 2020 Epoch 12, lr: 0.0010000, val loss: 43.49086, acc: 86.18000
Wed Oct 28 01:56:27 2020 Epoch 13, lr: 0.0010000, val loss: 37.91397, acc: 87.79000
Wed Oct 28 01:57:04 2020 Epoch 14, lr: 0.0010000, val loss: 38.68858, acc: 87.64000
Wed Oct 28 01:57:42 2020 Epoch 15, lr: 0.0010000, val loss: 35.02082, acc: 89.31000
Wed Oct 28 01:58:19 2020 Epoch 16, lr: 0.0010000, val loss: 38.61485, acc: 88.27000
Wed Oct 28 01:58:55 2020 Epoch 17, lr: 0.0010000, val loss: 34.67143, acc: 89.52000
Wed Oct 28 01:59:20 2020 Epoch 18, lr: 0.0010000, val loss: 34.27875, acc: 89.72000
Wed Oct 28 01:59:49 2020 Epoch 19, lr: 0.0010000, val loss: 35.57404, acc: 89.55000
Wed Oct 28 02:00:27 2020 Epoch 20, lr: 0.0010000, val loss: 34.90507, acc: 89.82000
Wed Oct 28 02:00:54 2020 Epoch 21, lr: 0.0010000, val loss: 32.06855, acc: 90.63000
Wed Oct 28 02:01:25 2020 Epoch 22, lr: 0.0010000, val loss: 34.56692, acc: 90.49000
Wed Oct 28 02:02:02 2020 Epoch 23, lr: 0.0010000, val loss: 37.21982, acc: 90.03000
Wed Oct 28 02:02:40 2020 Epoch 24, lr: 0.0010000, val loss: 33.62259, acc: 91.13000
Wed Oct 28 02:03:16 2020 Epoch 25, lr: 0.0010000, val loss: 33.70737, acc: 90.56000
Wed Oct 28 02:03:54 2020 Epoch 26, lr: 0.0001000, val loss: 34.69689, acc: 91.27000
Wed Oct 28 02:04:31 2020 Epoch 27, lr: 0.0001000, val loss: 28.49893, acc: 92.42000
Wed Oct 28 02:05:08 2020 Epoch 28, lr: 0.0001000, val loss: 28.81415, acc: 92.77000
Wed Oct 28 02:05:46 2020 Epoch 29, lr: 0.0001000, val loss: 29.26207, acc: 92.73000
Wed Oct 28 02:06:23 2020 Epoch 30, lr: 0.0001000, val loss: 30.33475, acc: 92.77000
Wed Oct 28 02:07:00 2020 Epoch 31, lr: 0.0001000, val loss: 31.09149, acc: 92.78000
Wed Oct 28 02:07:37 2020 Epoch 32, lr: 0.0000100, val loss: 31.47846, acc: 92.86000
Wed Oct 28 02:08:14 2020 Epoch 33, lr: 0.0000100, val loss: 31.23287, acc: 92.79000
Wed Oct 28 02:08:51 2020 Epoch 34, lr: 0.0000100, val loss: 32.13335, acc: 92.86000
Wed Oct 28 02:09:28 2020 Epoch 35, lr: 0.0000100, val loss: 31.42652, acc: 92.88000
Wed Oct 28 02:10:05 2020 Epoch 36, lr: 0.0000100, val loss: 31.88379, acc: 92.85000
Wed Oct 28 02:10:43 2020 Epoch 37, lr: 0.0000010, val loss: 31.71775, acc: 92.73000
Wed Oct 28 02:11:19 2020 Epoch 38, lr: 0.0000010, val loss: 31.56442, acc: 93.00000
Wed Oct 28 02:11:56 2020 Epoch 39, lr: 0.0000010, val loss: 31.77023, acc: 93.01000
Wed Oct 28 02:12:33 2020 Epoch 40, lr: 0.0000010, val loss: 31.19953, acc: 92.92000
Wed Oct 28 02:13:10 2020 Epoch 41, lr: 0.0000010, val loss: 31.44710, acc: 92.97000
log/log_vit_patch2.csv deleted 100644 → 0
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152.6886649131775,140.83905494213104,114.57930248975754,106.85598981380463,109.70434707403183,96.92400288581848,97.92824339866638,91.22835493087769,87.82749193906784,90.12244093418121,84.00897711515427,82.01755094528198,81.23839092254639,80.56400829553604,80.28153949975967,77.53050893545151,77.80443352460861,78.48978531360626,77.36746674776077,73.70677381753922,72.44489425420761,72.05933248996735,73.17760559916496,75.43363177776337,70.52083346247673,75.43264067173004,72.16524285078049,69.90382590889931,71.30116939544678,70.3159114420414,72.00254860520363,74.87856948375702,72.4836990237236,68.41016402840614,67.92861634492874,68.53646919131279,68.91035690903664,68.83064901828766,68.79765149950981,69.44012692570686
44.89,50.78,58.38,61.61,61.26,66.13,65.61,67.63,69.01,68.4,70.46,71.16,71.23,71.96,72.54,73.17,73.43,72.98,72.63,75.13,75.14,75.47,75.02,74.84,76.11,75.3,76.02,76.51,76.42,76.78,76.42,75.79,76.59,78.17,78.44,78.95,78.77,78.98,79.09,79.2
log/log_vit_patch2.txt deleted 100644 → 0
View file @ 04f08504
Wed Oct 28 02:19:24 2020 Epoch 0, lr: 0.0001000, val loss: 152.68866, acc: 44.89000
Wed Oct 28 02:23:22 2020 Epoch 1, lr: 0.0001000, val loss: 140.83905, acc: 50.78000
Wed Oct 28 02:27:21 2020 Epoch 2, lr: 0.0001000, val loss: 114.57930, acc: 58.38000
Wed Oct 28 02:31:19 2020 Epoch 3, lr: 0.0001000, val loss: 106.85599, acc: 61.61000
Wed Oct 28 02:35:18 2020 Epoch 4, lr: 0.0001000, val loss: 109.70435, acc: 61.26000
Wed Oct 28 02:39:15 2020 Epoch 5, lr: 0.0001000, val loss: 96.92400, acc: 66.13000
Wed Oct 28 02:43:14 2020 Epoch 6, lr: 0.0001000, val loss: 97.92824, acc: 65.61000
Wed Oct 28 02:47:12 2020 Epoch 7, lr: 0.0001000, val loss: 91.22835, acc: 67.63000
Wed Oct 28 02:51:11 2020 Epoch 8, lr: 0.0001000, val loss: 87.82749, acc: 69.01000
Wed Oct 28 02:55:09 2020 Epoch 9, lr: 0.0001000, val loss: 90.12244, acc: 68.40000
Wed Oct 28 02:59:09 2020 Epoch 10, lr: 0.0001000, val loss: 84.00898, acc: 70.46000
Wed Oct 28 03:03:07 2020 Epoch 11, lr: 0.0001000, val loss: 82.01755, acc: 71.16000
Wed Oct 28 03:07:06 2020 Epoch 12, lr: 0.0001000, val loss: 81.23839, acc: 71.23000
Wed Oct 28 03:11:05 2020 Epoch 13, lr: 0.0001000, val loss: 80.56401, acc: 71.96000
Wed Oct 28 03:15:02 2020 Epoch 14, lr: 0.0001000, val loss: 80.28154, acc: 72.54000
Wed Oct 28 03:17:21 2020 Epoch 15, lr: 0.0001000, val loss: 77.53051, acc: 73.17000
Wed Oct 28 03:19:19 2020 Epoch 16, lr: 0.0001000, val loss: 77.80443, acc: 73.43000
Wed Oct 28 03:21:17 2020 Epoch 17, lr: 0.0001000, val loss: 78.48979, acc: 72.98000
Wed Oct 28 03:23:14 2020 Epoch 18, lr: 0.0001000, val loss: 77.36747, acc: 72.63000
Wed Oct 28 03:25:12 2020 Epoch 19, lr: 0.0001000, val loss: 73.70677, acc: 75.13000
Wed Oct 28 03:27:10 2020 Epoch 20, lr: 0.0001000, val loss: 72.44489, acc: 75.14000
Wed Oct 28 03:29:07 2020 Epoch 21, lr: 0.0001000, val loss: 72.05933, acc: 75.47000
Wed Oct 28 03:31:05 2020 Epoch 22, lr: 0.0001000, val loss: 73.17761, acc: 75.02000
Wed Oct 28 03:33:02 2020 Epoch 23, lr: 0.0001000, val loss: 75.43363, acc: 74.84000
Wed Oct 28 03:35:00 2020 Epoch 24, lr: 0.0001000, val loss: 70.52083, acc: 76.11000
Wed Oct 28 03:36:58 2020 Epoch 25, lr: 0.0001000, val loss: 75.43264, acc: 75.30000
Wed Oct 28 03:38:55 2020 Epoch 26, lr: 0.0001000, val loss: 72.16524, acc: 76.02000
Wed Oct 28 03:40:53 2020 Epoch 27, lr: 0.0001000, val loss: 69.90383, acc: 76.51000
Wed Oct 28 03:42:51 2020 Epoch 28, lr: 0.0001000, val loss: 71.30117, acc: 76.42000
Wed Oct 28 03:44:48 2020 Epoch 29, lr: 0.0001000, val loss: 70.31591, acc: 76.78000
Wed Oct 28 03:46:46 2020 Epoch 30, lr: 0.0001000, val loss: 72.00255, acc: 76.42000
Wed Oct 28 03:48:44 2020 Epoch 31, lr: 0.0001000, val loss: 74.87857, acc: 75.79000
Wed Oct 28 03:50:43 2020 Epoch 32, lr: 0.0000100, val loss: 72.48370, acc: 76.59000
Wed Oct 28 03:54:25 2020 Epoch 33, lr: 0.0000100, val loss: 68.41016, acc: 78.17000
Wed Oct 28 03:58:23 2020 Epoch 34, lr: 0.0000100, val loss: 67.92862, acc: 78.44000
Wed Oct 28 04:02:23 2020 Epoch 35, lr: 0.0000100, val loss: 68.53647, acc: 78.95000
Wed Oct 28 04:06:21 2020 Epoch 36, lr: 0.0000100, val loss: 68.91036, acc: 78.77000
Wed Oct 28 04:10:21 2020 Epoch 37, lr: 0.0000100, val loss: 68.83065, acc: 78.98000
Wed Oct 28 04:14:20 2020 Epoch 38, lr: 0.0000100, val loss: 68.79765, acc: 79.09000
Wed Oct 28 04:18:19 2020 Epoch 39, lr: 0.0000010, val loss: 69.44013, acc: 79.20000
log/log_vit_patch4.csv deleted 100644 → 0
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145.21276545524597,130.1471005678177,119.99731481075287,113.94353991746902,106.74877518415451,104.91727715730667,98.78972041606903,96.17003297805786,94.82091355323792,96.35868710279465,90.63396579027176,86.54807388782501,83.59144073724747,84.07160407304764,82.46806985139847,79.90045547485352,79.96950954198837,78.79997432231903,78.8913185596466,74.17493376135826,73.21486473083496,73.42624083161354,73.11926263570786
48.18,53.22,57.05,59.23,61.69,62.95,64.83,65.46,66.54,66.62,67.32,69.44,70.03,70.15,70.91,72.24,72.31,72.31,72.27,74.16,74.63,74.36,74.8
log/log_vit_patch4.txt deleted 100644 → 0
View file @ 04f08504
Wed Oct 28 02:19:41 2020 Epoch 0, lr: 0.0001000, val loss: 149.25757, acc: 45.81000
Wed Oct 28 02:20:50 2020 Epoch 1, lr: 0.0001000, val loss: 130.75906, acc: 52.83000
Wed Oct 28 02:21:58 2020 Epoch 2, lr: 0.0001000, val loss: 119.69856, acc: 57.07000
Wed Oct 28 02:23:07 2020 Epoch 3, lr: 0.0001000, val loss: 114.19812, acc: 59.59000
Wed Oct 28 02:24:16 2020 Epoch 4, lr: 0.0001000, val loss: 108.78305, acc: 60.96000
Wed Oct 28 02:25:25 2020 Epoch 5, lr: 0.0001000, val loss: 102.78246, acc: 62.86000
Wed Oct 28 02:26:33 2020 Epoch 6, lr: 0.0001000, val loss: 101.42338, acc: 63.98000
Wed Oct 28 02:27:41 2020 Epoch 7, lr: 0.0001000, val loss: 96.00607, acc: 65.40000
Wed Oct 28 02:29:59 2020 Epoch 9, lr: 0.0001000, val loss: 89.91241, acc: 67.90000
Wed Oct 28 02:31:08 2020 Epoch 10, lr: 0.0001000, val loss: 88.34163, acc: 68.80000
Wed Oct 28 02:32:16 2020 Epoch 11, lr: 0.0001000, val loss: 86.33140, acc: 69.83000
Wed Oct 28 02:33:25 2020 Epoch 12, lr: 0.0001000, val loss: 83.79393, acc: 70.81000
Wed Oct 28 02:34:34 2020 Epoch 13, lr: 0.0001000, val loss: 82.32496, acc: 71.04000
Wed Oct 28 02:35:42 2020 Epoch 14, lr: 0.0001000, val loss: 82.08312, acc: 70.56000
Wed Oct 28 02:36:51 2020 Epoch 15, lr: 0.0001000, val loss: 77.11475, acc: 72.95000
Wed Oct 28 02:38:00 2020 Epoch 16, lr: 0.0001000, val loss: 76.48433, acc: 73.32000
Wed Oct 28 02:39:08 2020 Epoch 17, lr: 0.0001000, val loss: 75.59556, acc: 73.51000
Wed Oct 28 02:40:17 2020 Epoch 18, lr: 0.0001000, val loss: 74.29323, acc: 74.17000
Wed Oct 28 02:41:26 2020 Epoch 19, lr: 0.0001000, val loss: 73.56699, acc: 74.06000
Wed Oct 28 02:42:35 2020 Epoch 20, lr: 0.0001000, val loss: 72.80090, acc: 75.08000
Wed Oct 28 02:43:43 2020 Epoch 21, lr: 0.0001000, val loss: 75.17080, acc: 74.19000
Wed Oct 28 02:44:52 2020 Epoch 22, lr: 0.0001000, val loss: 71.65324, acc: 75.47000
Wed Oct 28 02:46:01 2020 Epoch 23, lr: 0.0001000, val loss: 69.89486, acc: 76.17000
Wed Oct 28 02:47:09 2020 Epoch 24, lr: 0.0001000, val loss: 71.35829, acc: 75.00000
Wed Oct 28 02:48:18 2020 Epoch 25, lr: 0.0001000, val loss: 70.00906, acc: 76.46000
Wed Oct 28 02:49:27 2020 Epoch 26, lr: 0.0001000, val loss: 68.82054, acc: 76.74000
Wed Oct 28 02:50:36 2020 Epoch 27, lr: 0.0001000, val loss: 67.50249, acc: 77.24000
Wed Oct 28 02:51:44 2020 Epoch 28, lr: 0.0001000, val loss: 67.71045, acc: 77.08000
Wed Oct 28 02:52:53 2020 Epoch 29, lr: 0.0001000, val loss: 68.44057, acc: 76.84000
Wed Oct 28 02:54:01 2020 Epoch 30, lr: 0.0001000, val loss: 67.50337, acc: 77.33000
Wed Oct 28 02:55:10 2020 Epoch 31, lr: 0.0001000, val loss: 67.98517, acc: 77.42000
Wed Oct 28 02:56:18 2020 Epoch 32, lr: 0.0001000, val loss: 67.19535, acc: 77.34000
Wed Oct 28 02:57:27 2020 Epoch 33, lr: 0.0001000, val loss: 67.21230, acc: 78.01000
Wed Oct 28 02:58:36 2020 Epoch 34, lr: 0.0001000, val loss: 69.19893, acc: 77.84000
Wed Oct 28 02:59:44 2020 Epoch 35, lr: 0.0001000, val loss: 64.88638, acc: 78.87000
Wed Oct 28 03:00:53 2020 Epoch 36, lr: 0.0001000, val loss: 66.69895, acc: 78.46000
Wed Oct 28 03:02:02 2020 Epoch 37, lr: 0.0001000, val loss: 66.10147, acc: 78.60000
Wed Oct 28 03:03:10 2020 Epoch 38, lr: 0.0001000, val loss: 64.60483, acc: 79.13000
Wed Oct 28 03:04:18 2020 Epoch 39, lr: 0.0001000, val loss: 68.31437, acc: 78.62000
Wed Oct 28 03:05:27 2020 Epoch 40, lr: 0.0001000, val loss: 64.75209, acc: 79.57000
Wed Oct 28 03:06:36 2020 Epoch 41, lr: 0.0001000, val loss: 64.46018, acc: 79.63000
Wed Oct 28 03:07:44 2020 Epoch 42, lr: 0.0001000, val loss: 67.03657, acc: 78.78000
Wed Oct 28 03:08:53 2020 Epoch 43, lr: 0.0001000, val loss: 67.35336, acc: 79.11000
Wed Oct 28 03:10:02 2020 Epoch 44, lr: 0.0001000, val loss: 67.63423, acc: 79.02000
Wed Oct 28 03:11:10 2020 Epoch 45, lr: 0.0001000, val loss: 67.07969, acc: 79.66000
Wed Oct 28 03:12:19 2020 Epoch 46, lr: 0.0000100, val loss: 69.18692, acc: 79.11000
Wed Oct 28 03:13:28 2020 Epoch 47, lr: 0.0000100, val loss: 64.23234, acc: 80.77000
Wed Oct 28 03:14:36 2020 Epoch 48, lr: 0.0000100, val loss: 64.81049, acc: 80.81000
Wed Oct 28 03:15:44 2020 Epoch 49, lr: 0.0000100, val loss: 65.04099, acc: 80.91000
Wed Oct 28 03:52:28 2020 Epoch 0, lr: 0.0001000, val loss: 145.21277, acc: 48.18000
Wed Oct 28 03:53:37 2020 Epoch 1, lr: 0.0001000, val loss: 130.14710, acc: 53.22000
Wed Oct 28 03:54:45 2020 Epoch 2, lr: 0.0001000, val loss: 119.99731, acc: 57.05000
Wed Oct 28 03:55:53 2020 Epoch 3, lr: 0.0001000, val loss: 113.94354, acc: 59.23000
Wed Oct 28 03:57:02 2020 Epoch 4, lr: 0.0001000, val loss: 106.74878, acc: 61.69000
Wed Oct 28 03:58:10 2020 Epoch 5, lr: 0.0001000, val loss: 104.91728, acc: 62.95000
Wed Oct 28 03:59:18 2020 Epoch 6, lr: 0.0001000, val loss: 98.78972, acc: 64.83000
Wed Oct 28 04:00:27 2020 Epoch 7, lr: 0.0001000, val loss: 96.17003, acc: 65.46000
Wed Oct 28 04:01:35 2020 Epoch 8, lr: 0.0001000, val loss: 94.82091, acc: 66.54000
Wed Oct 28 04:02:43 2020 Epoch 9, lr: 0.0001000, val loss: 96.35869, acc: 66.62000
Wed Oct 28 04:03:52 2020 Epoch 10, lr: 0.0001000, val loss: 90.63397, acc: 67.32000
Wed Oct 28 04:05:01 2020 Epoch 11, lr: 0.0001000, val loss: 86.54807, acc: 69.44000
Wed Oct 28 04:06:09 2020 Epoch 12, lr: 0.0001000, val loss: 83.59144, acc: 70.03000
Wed Oct 28 04:07:17 2020 Epoch 13, lr: 0.0001000, val loss: 84.07160, acc: 70.15000
Wed Oct 28 04:08:26 2020 Epoch 14, lr: 0.0001000, val loss: 82.46807, acc: 70.91000
Wed Oct 28 04:09:35 2020 Epoch 15, lr: 0.0001000, val loss: 79.90046, acc: 72.24000
Wed Oct 28 04:10:43 2020 Epoch 16, lr: 0.0001000, val loss: 79.96951, acc: 72.31000
Wed Oct 28 04:11:51 2020 Epoch 17, lr: 0.0001000, val loss: 78.79997, acc: 72.31000
Wed Oct 28 04:13:00 2020 Epoch 18, lr: 0.0001000, val loss: 78.89132, acc: 72.27000
Wed Oct 28 04:14:08 2020 Epoch 19, lr: 0.0001000, val loss: 74.17493, acc: 74.16000
Wed Oct 28 04:15:17 2020 Epoch 20, lr: 0.0001000, val loss: 73.21486, acc: 74.63000
Wed Oct 28 04:16:25 2020 Epoch 21, lr: 0.0001000, val loss: 73.42624, acc: 74.36000
Wed Oct 28 04:17:34 2020 Epoch 22, lr: 0.0001000, val loss: 73.11926, acc: 74.80000
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