|
- WARNING: APEX is not installed, multi_tensor_applier will not be available.
- WARNING: APEX is not installed, using torch.nn.LayerNorm instead of apex.normalization.FusedLayerNorm!
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/training_parameters/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03bf285640>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- Files already downloaded and verified
- Files already downloaded and verified
- ----------current epoch:0--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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- loss 2.1371991869750295 correct/total: 2312/10000 accuracy 0.2312
- {'test_loss': 2.1371991869750295, 'test_accuracy': 0.2312}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5eb0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:1--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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- loss 1.8348337404287545 correct/total: 3489/10000 accuracy 0.3489
- {'test_loss': 1.8348337404287545, 'test_accuracy': 0.3489}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03bfac0790>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:2--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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- loss 2.0453665340022678 correct/total: 3539/10000 accuracy 0.3539
- {'test_loss': 2.0453665340022678, 'test_accuracy': 0.3539}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03bf285730>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:3--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.5729768154727426 correct/total: 4147/10000 accuracy 0.4147
- {'test_loss': 1.5729768154727426, 'test_accuracy': 0.4147}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03bf21abb0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:4--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.4041867635811969 correct/total: 4587/10000 accuracy 0.4587
- {'test_loss': 1.4041867635811969, 'test_accuracy': 0.4587}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3c70>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:5--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.5277088440147935 correct/total: 5252/10000 accuracy 0.5252
- {'test_loss': 1.5277088440147935, 'test_accuracy': 0.5252}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5850>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:6--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.54it/s]
- loss 1.113506905212524 correct/total: 5879/10000 accuracy 0.5879
- {'test_loss': 1.113506905212524, 'test_accuracy': 0.5879}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5d20790>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:7--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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- loss 1.2778826902626426 correct/total: 5938/10000 accuracy 0.5938
- {'test_loss': 1.2778826902626426, 'test_accuracy': 0.5938}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5370>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:8--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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5%|▌ | 14/258 [00:03<00:57, 4.28it/s]
6%|▌ | 15/258 [00:03<00:56, 4.29it/s]
6%|▌ | 16/258 [00:04<00:56, 4.30it/s]
7%|▋ | 17/258 [00:04<00:55, 4.31it/s]
7%|▋ | 18/258 [00:04<00:55, 4.32it/s]
7%|▋ | 19/258 [00:04<00:55, 4.32it/s]
8%|▊ | 20/258 [00:05<00:55, 4.32it/s]
8%|▊ | 21/258 [00:05<00:54, 4.32it/s]
9%|▊ | 22/258 [00:05<00:54, 4.31it/s]
9%|▉ | 23/258 [00:05<00:54, 4.31it/s]
9%|▉ | 24/258 [00:05<00:54, 4.30it/s]
10%|▉ | 25/258 [00:06<00:54, 4.30it/s]
10%|█ | 26/258 [00:06<00:53, 4.30it/s]
10%|█ | 27/258 [00:06<00:53, 4.30it/s]
11%|█ | 28/258 [00:06<00:53, 4.31it/s]
11%|█ | 29/258 [00:07<00:53, 4.30it/s]
12%|█▏ | 30/258 [00:07<00:52, 4.30it/s]
12%|█▏ | 31/258 [00:07<00:52, 4.31it/s]
12%|█▏ | 32/258 [00:07<00:52, 4.31it/s]
13%|█▎ | 33/258 [00:08<00:52, 4.31it/s]
13%|█▎ | 34/258 [00:08<00:51, 4.31it/s]
14%|█▎ | 35/258 [00:08<00:51, 4.30it/s]
14%|█▍ | 36/258 [00:08<00:51, 4.31it/s]
14%|█▍ | 37/258 [00:08<00:51, 4.31it/s]
15%|█▍ | 38/258 [00:09<00:51, 4.31it/s]
15%|█▌ | 39/258 [00:09<00:50, 4.32it/s]
16%|█▌ | 40/258 [00:09<00:50, 4.32it/s]
16%|█▌ | 41/258 [00:09<00:50, 4.31it/s]
16%|█▋ | 42/258 [00:10<00:50, 4.32it/s]
17%|█▋ | 43/258 [00:10<00:49, 4.32it/s]
17%|█▋ | 44/258 [00:10<00:49, 4.32it/s]
17%|█▋ | 45/258 [00:10<00:49, 4.28it/s]
18%|█▊ | 46/258 [00:11<00:49, 4.29it/s]
18%|█▊ | 47/258 [00:11<00:49, 4.30it/s]
19%|█▊ | 48/258 [00:11<00:48, 4.31it/s]
19%|█▉ | 49/258 [00:11<00:48, 4.30it/s]
19%|█▉ | 50/258 [00:11<00:48, 4.31it/s]
20%|█▉ | 51/258 [00:12<00:48, 4.30it/s]
20%|██ | 52/258 [00:12<00:47, 4.30it/s]
21%|██ | 53/258 [00:12<00:47, 4.29it/s]
21%|██ | 54/258 [00:12<00:47, 4.31it/s]
21%|██▏ | 55/258 [00:13<00:47, 4.31it/s]
22%|██▏ | 56/258 [00:13<00:46, 4.31it/s]
22%|██▏ | 57/258 [00:13<00:46, 4.31it/s]
22%|██▏ | 58/258 [00:13<00:46, 4.31it/s]
23%|██▎ | 59/258 [00:14<00:46, 4.31it/s]
23%|██▎ | 60/258 [00:14<00:45, 4.31it/s]
24%|██▎ | 61/258 [00:14<00:45, 4.31it/s]
24%|██▍ | 62/258 [00:14<00:45, 4.32it/s]
24%|██▍ | 63/258 [00:14<00:45, 4.31it/s]
25%|██▍ | 64/258 [00:15<00:45, 4.30it/s]
25%|██▌ | 65/258 [00:15<00:44, 4.30it/s]
26%|██▌ | 66/258 [00:15<00:44, 4.31it/s]
26%|██▌ | 67/258 [00:15<00:44, 4.31it/s]
26%|██▋ | 68/258 [00:16<00:43, 4.32it/s]
27%|██▋ | 69/258 [00:16<00:43, 4.32it/s]
27%|██▋ | 70/258 [00:16<00:43, 4.32it/s]
28%|██▊ | 71/258 [00:16<00:43, 4.32it/s]
28%|██▊ | 72/258 [00:17<00:42, 4.33it/s]
28%|██▊ | 73/258 [00:17<00:42, 4.32it/s]
29%|██▊ | 74/258 [00:17<00:42, 4.33it/s]
29%|██▉ | 75/258 [00:17<00:42, 4.28it/s]
29%|██▉ | 76/258 [00:18<00:42, 4.26it/s]
30%|██▉ | 77/258 [00:18<00:42, 4.24it/s]
30%|███ | 78/258 [00:18<00:41, 4.30it/s]
31%|███ | 79/258 [00:18<00:41, 4.31it/s]
31%|███ | 80/258 [00:18<00:41, 4.30it/s]
31%|███▏ | 81/258 [00:19<00:41, 4.23it/s]
32%|███▏ | 82/258 [00:19<00:41, 4.23it/s]
32%|███▏ | 83/258 [00:19<00:40, 4.27it/s]
33%|███▎ | 84/258 [00:19<00:40, 4.29it/s]
33%|███▎ | 85/258 [00:20<00:40, 4.29it/s]
33%|███▎ | 86/258 [00:20<00:39, 4.30it/s]
34%|███▎ | 87/258 [00:20<00:39, 4.28it/s]
34%|███▍ | 88/258 [00:20<00:39, 4.29it/s]
34%|███▍ | 89/258 [00:21<00:39, 4.30it/s]
35%|███▍ | 90/258 [00:21<00:39, 4.30it/s]
35%|███▌ | 91/258 [00:21<00:38, 4.31it/s]
36%|███▌ | 92/258 [00:21<00:38, 4.31it/s]
36%|███▌ | 93/258 [00:21<00:38, 4.32it/s]
36%|███▋ | 94/258 [00:22<00:38, 4.31it/s]
37%|███▋ | 95/258 [00:22<00:37, 4.31it/s]
37%|███▋ | 96/258 [00:22<00:37, 4.32it/s]
38%|███▊ | 97/258 [00:22<00:37, 4.31it/s]
38%|███▊ | 98/258 [00:23<00:37, 4.31it/s]
38%|███▊ | 99/258 [00:23<00:36, 4.31it/s]
39%|███▉ | 100/258 [00:23<00:36, 4.31it/s]
39%|███▉ | 101/258 [00:23<00:36, 4.32it/s]
40%|███▉ | 102/258 [00:24<00:36, 4.32it/s]
40%|███▉ | 103/258 [00:24<00:35, 4.33it/s]
40%|████ | 104/258 [00:24<00:35, 4.32it/s]
41%|████ | 105/258 [00:24<00:35, 4.32it/s]
41%|████ | 106/258 [00:24<00:35, 4.31it/s]
41%|████▏ | 107/258 [00:25<00:35, 4.31it/s]
42%|████▏ | 108/258 [00:25<00:34, 4.31it/s]
42%|████▏ | 109/258 [00:25<00:34, 4.31it/s]
43%|████▎ | 110/258 [00:25<00:34, 4.31it/s]
43%|████▎ | 111/258 [00:26<00:34, 4.31it/s]
43%|████▎ | 112/258 [00:26<00:33, 4.31it/s]
44%|████▍ | 113/258 [00:26<00:33, 4.31it/s]
44%|████▍ | 114/258 [00:26<00:33, 4.32it/s]
45%|████▍ | 115/258 [00:27<00:33, 4.32it/s]
45%|████▍ | 116/258 [00:27<00:32, 4.32it/s]
45%|████▌ | 117/258 [00:27<00:32, 4.32it/s]
46%|████▌ | 118/258 [00:27<00:32, 4.31it/s]
46%|████▌ | 119/258 [00:27<00:32, 4.31it/s]
47%|████▋ | 120/258 [00:28<00:31, 4.32it/s]
47%|████▋ | 121/258 [00:28<00:31, 4.31it/s]
47%|████▋ | 122/258 [00:28<00:31, 4.31it/s]
48%|████▊ | 123/258 [00:28<00:31, 4.31it/s]
48%|████▊ | 124/258 [00:29<00:31, 4.31it/s]
48%|████▊ | 125/258 [00:29<00:30, 4.31it/s]
49%|████▉ | 126/258 [00:29<00:30, 4.31it/s]
49%|████▉ | 127/258 [00:29<00:30, 4.32it/s]
50%|████▉ | 128/258 [00:30<00:30, 4.31it/s]
50%|█████ | 129/258 [00:30<00:29, 4.30it/s]
50%|█████ | 130/258 [00:30<00:29, 4.31it/s]
51%|█████ | 131/258 [00:30<00:29, 4.31it/s]
51%|█████ | 132/258 [00:31<00:29, 4.31it/s]
52%|█████▏ | 133/258 [00:31<00:28, 4.31it/s]
52%|█████▏ | 134/258 [00:31<00:28, 4.31it/s]
52%|█████▏ | 135/258 [00:31<00:28, 4.31it/s]
53%|█████▎ | 136/258 [00:31<00:28, 4.30it/s]
53%|█████▎ | 137/258 [00:32<00:28, 4.30it/s]
53%|█████▎ | 138/258 [00:32<00:27, 4.31it/s]
54%|█████▍ | 139/258 [00:32<00:27, 4.32it/s]
54%|█████▍ | 140/258 [00:32<00:27, 4.31it/s]
55%|█████▍ | 141/258 [00:33<00:27, 4.32it/s]
55%|█████▌ | 142/258 [00:33<00:26, 4.32it/s]
55%|█████▌ | 143/258 [00:33<00:26, 4.32it/s]
56%|█████▌ | 144/258 [00:33<00:26, 4.32it/s]
56%|█████▌ | 145/258 [00:34<00:26, 4.32it/s]
57%|█████▋ | 146/258 [00:34<00:26, 4.26it/s]
57%|█████▋ | 147/258 [00:34<00:25, 4.28it/s]
57%|█████▋ | 148/258 [00:34<00:25, 4.28it/s]
58%|█████▊ | 149/258 [00:34<00:25, 4.30it/s]
58%|█████▊ | 150/258 [00:35<00:25, 4.31it/s]
59%|█████▊ | 151/258 [00:35<00:24, 4.31it/s]
59%|█████▉ | 152/258 [00:35<00:24, 4.31it/s]
59%|█████▉ | 153/258 [00:35<00:24, 4.31it/s]
60%|█████▉ | 154/258 [00:36<00:24, 4.31it/s]
60%|██████ | 155/258 [00:36<00:23, 4.32it/s]
60%|██████ | 156/258 [00:36<00:23, 4.32it/s]
61%|██████ | 157/258 [00:36<00:23, 4.31it/s]
61%|██████ | 158/258 [00:37<00:23, 4.31it/s]
62%|██████▏ | 159/258 [00:37<00:22, 4.31it/s]
62%|██████▏ | 160/258 [00:37<00:22, 4.32it/s]
62%|██████▏ | 161/258 [00:37<00:22, 4.30it/s]
63%|██████▎ | 162/258 [00:37<00:22, 4.29it/s]
63%|██████▎ | 163/258 [00:38<00:22, 4.30it/s]
64%|██████▎ | 164/258 [00:38<00:21, 4.31it/s]
64%|██████▍ | 165/258 [00:38<00:21, 4.31it/s]
64%|██████▍ | 166/258 [00:38<00:21, 4.32it/s]
65%|██████▍ | 167/258 [00:39<00:21, 4.32it/s]
65%|██████▌ | 168/258 [00:39<00:20, 4.31it/s]
66%|██████▌ | 169/258 [00:39<00:20, 4.32it/s]
66%|██████▌ | 170/258 [00:39<00:20, 4.30it/s]
66%|██████▋ | 171/258 [00:40<00:20, 4.31it/s]
67%|██████▋ | 172/258 [00:40<00:20, 4.30it/s]
67%|██████▋ | 173/258 [00:40<00:19, 4.28it/s]
67%|██████▋ | 174/258 [00:40<00:19, 4.29it/s]
68%|██████▊ | 175/258 [00:40<00:19, 4.29it/s]
68%|██████▊ | 176/258 [00:41<00:19, 4.29it/s]
69%|██████▊ | 177/258 [00:41<00:18, 4.30it/s]
69%|██████▉ | 178/258 [00:41<00:18, 4.31it/s]
69%|██████▉ | 179/258 [00:41<00:18, 4.31it/s]
70%|██████▉ | 180/258 [00:42<00:18, 4.31it/s]
70%|███████ | 181/258 [00:42<00:17, 4.32it/s]
71%|███████ | 182/258 [00:42<00:17, 4.31it/s]
71%|███████ | 183/258 [00:42<00:17, 4.32it/s]
71%|███████▏ | 184/258 [00:43<00:17, 4.32it/s]
72%|███████▏ | 185/258 [00:43<00:16, 4.31it/s]
72%|███████▏ | 186/258 [00:43<00:16, 4.31it/s]
72%|███████▏ | 187/258 [00:43<00:16, 4.31it/s]
73%|███████▎ | 188/258 [00:44<00:16, 4.32it/s]
73%|███████▎ | 189/258 [00:44<00:15, 4.32it/s]
74%|███████▎ | 190/258 [00:44<00:15, 4.32it/s]
74%|███████▍ | 191/258 [00:44<00:15, 4.32it/s]
74%|███████▍ | 192/258 [00:44<00:15, 4.32it/s]
75%|███████▍ | 193/258 [00:45<00:15, 4.32it/s]
75%|███████▌ | 194/258 [00:45<00:14, 4.33it/s]
76%|███████▌ | 195/258 [00:45<00:14, 4.32it/s]
76%|███████▌ | 196/258 [00:45<00:14, 4.32it/s]
76%|███████▋ | 197/258 [00:46<00:14, 4.32it/s]
77%|███████▋ | 198/258 [00:46<00:13, 4.31it/s]
77%|███████▋ | 199/258 [00:46<00:13, 4.32it/s]
78%|███████▊ | 200/258 [00:46<00:13, 4.32it/s]
78%|███████▊ | 201/258 [00:47<00:13, 4.31it/s]
78%|███████▊ | 202/258 [00:47<00:13, 4.31it/s]
79%|███████▊ | 203/258 [00:47<00:12, 4.30it/s]
79%|███████▉ | 204/258 [00:47<00:12, 4.29it/s]
79%|███████▉ | 205/258 [00:47<00:12, 4.30it/s]
80%|███████▉ | 206/258 [00:48<00:12, 4.30it/s]
80%|████████ | 207/258 [00:48<00:11, 4.30it/s]
81%|████████ | 208/258 [00:48<00:11, 4.30it/s]
81%|████████ | 209/258 [00:48<00:11, 4.30it/s]
81%|████████▏ | 210/258 [00:49<00:11, 4.30it/s]
82%|████████▏ | 211/258 [00:49<00:10, 4.30it/s]
82%|████████▏ | 212/258 [00:49<00:10, 4.30it/s]
83%|████████▎ | 213/258 [00:49<00:10, 4.30it/s]
83%|████████▎ | 214/258 [00:50<00:10, 4.29it/s]
83%|████████▎ | 215/258 [00:50<00:10, 4.30it/s]
84%|████████▎ | 216/258 [00:50<00:09, 4.28it/s]
84%|████████▍ | 217/258 [00:50<00:09, 4.29it/s]
84%|████████▍ | 218/258 [00:50<00:09, 4.30it/s]
85%|████████▍ | 219/258 [00:51<00:09, 4.30it/s]
85%|████████▌ | 220/258 [00:51<00:08, 4.30it/s]
86%|████████▌ | 221/258 [00:51<00:08, 4.30it/s]
86%|████████▌ | 222/258 [00:51<00:08, 4.30it/s]
86%|████████▋ | 223/258 [00:52<00:08, 4.30it/s]
87%|████████▋ | 224/258 [00:52<00:07, 4.30it/s]
87%|████████▋ | 225/258 [00:52<00:07, 4.30it/s]
88%|████████▊ | 226/258 [00:52<00:07, 4.30it/s]
88%|████████▊ | 227/258 [00:53<00:07, 4.31it/s]
88%|████████▊ | 228/258 [00:53<00:06, 4.31it/s]
89%|████████▉ | 229/258 [00:53<00:06, 4.31it/s]
89%|████████▉ | 230/258 [00:53<00:06, 4.31it/s]
90%|████████▉ | 231/258 [00:53<00:06, 4.31it/s]
90%|████████▉ | 232/258 [00:54<00:06, 4.31it/s]
90%|█████████ | 233/258 [00:54<00:05, 4.32it/s]
91%|█████████ | 234/258 [00:54<00:05, 4.32it/s]
91%|█████████ | 235/258 [00:54<00:05, 4.32it/s]
91%|█████████▏| 236/258 [00:55<00:05, 4.31it/s]
92%|█████████▏| 237/258 [00:55<00:04, 4.32it/s]
92%|█████████▏| 238/258 [00:55<00:04, 4.31it/s]
93%|█████████▎| 239/258 [00:55<00:04, 4.31it/s]
93%|█████████▎| 240/258 [00:56<00:04, 4.31it/s]
93%|█████████▎| 241/258 [00:56<00:03, 4.32it/s]
94%|█████████▍| 242/258 [00:56<00:03, 4.29it/s]
94%|█████████▍| 243/258 [00:56<00:03, 4.30it/s]
95%|█████████▍| 244/258 [00:57<00:03, 4.31it/s]
95%|█████████▍| 245/258 [00:57<00:03, 4.31it/s]
95%|█████████▌| 246/258 [00:57<00:02, 4.31it/s]
96%|█████████▌| 247/258 [00:57<00:02, 4.32it/s]
96%|█████████▌| 248/258 [00:57<00:02, 4.32it/s]
97%|█████████▋| 249/258 [00:58<00:02, 4.32it/s]
97%|█████████▋| 250/258 [00:58<00:01, 4.32it/s]
97%|█████████▋| 251/258 [00:58<00:01, 4.33it/s]
98%|█████████▊| 252/258 [00:58<00:01, 4.33it/s]
98%|█████████▊| 253/258 [00:59<00:01, 4.33it/s]
98%|█████████▊| 254/258 [00:59<00:00, 4.32it/s]
99%|█████████▉| 255/258 [00:59<00:00, 4.32it/s]
99%|█████████▉| 256/258 [00:59<00:00, 4.32it/s]
100%|█████████▉| 257/258 [01:00<00:00, 4.32it/s]
100%|██████████| 258/258 [01:00<00:00, 4.51it/s]
100%|██████████| 258/258 [01:00<00:00, 4.28it/s]
- Starting evalutation...
-
0it [00:00, ?it/s]
1it [00:00, 4.35it/s]
3it [00:00, 8.84it/s]
5it [00:00, 11.14it/s]
7it [00:00, 12.52it/s]
9it [00:00, 13.34it/s]
11it [00:00, 13.91it/s]
13it [00:01, 14.20it/s]
15it [00:01, 14.47it/s]
17it [00:01, 14.67it/s]
19it [00:01, 14.81it/s]
21it [00:01, 14.82it/s]
23it [00:01, 14.81it/s]
25it [00:01, 14.76it/s]
27it [00:01, 14.85it/s]
29it [00:02, 14.88it/s]
31it [00:02, 14.92it/s]
33it [00:02, 14.98it/s]
35it [00:02, 14.99it/s]
37it [00:02, 15.02it/s]
39it [00:02, 14.97it/s]
41it [00:02, 15.01it/s]
43it [00:03, 15.01it/s]
45it [00:03, 15.04it/s]
47it [00:03, 15.06it/s]
49it [00:03, 14.90it/s]
51it [00:03, 14.91it/s]
53it [00:03, 14.94it/s]
55it [00:03, 14.99it/s]
57it [00:03, 15.02it/s]
59it [00:04, 14.94it/s]
61it [00:04, 14.98it/s]
63it [00:04, 14.99it/s]
65it [00:04, 15.04it/s]
67it [00:04, 15.04it/s]
69it [00:04, 15.05it/s]
71it [00:04, 15.08it/s]
73it [00:05, 15.08it/s]
75it [00:05, 15.08it/s]
77it [00:05, 15.07it/s]
79it [00:05, 15.08it/s]
81it [00:05, 15.07it/s]
83it [00:05, 15.07it/s]
85it [00:05, 15.08it/s]
87it [00:05, 15.10it/s]
89it [00:06, 15.11it/s]
91it [00:06, 15.11it/s]
93it [00:06, 15.10it/s]
95it [00:06, 15.07it/s]
97it [00:06, 15.09it/s]
99it [00:06, 15.08it/s]
101it [00:06, 15.07it/s]
103it [00:07, 14.93it/s]
105it [00:07, 14.98it/s]
107it [00:07, 15.02it/s]
109it [00:07, 15.05it/s]
111it [00:07, 15.02it/s]
113it [00:07, 15.04it/s]
115it [00:07, 15.07it/s]
117it [00:07, 14.97it/s]
119it [00:08, 15.01it/s]
121it [00:08, 15.03it/s]
123it [00:08, 15.05it/s]
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133it [00:09, 15.06it/s]
135it [00:09, 15.07it/s]
137it [00:09, 15.07it/s]
139it [00:09, 15.08it/s]
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149it [00:10, 14.99it/s]
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153it [00:10, 15.05it/s]
155it [00:10, 15.06it/s]
157it [00:10, 14.74it/s]
- loss 1.2111896420740018 correct/total: 5811/10000 accuracy 0.5811
- {'test_loss': 1.2111896420740018, 'test_accuracy': 0.5811}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3cd0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:9--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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157it [00:10, 14.61it/s]
- loss 0.9556510569942984 correct/total: 6679/10000 accuracy 0.6679
- {'test_loss': 0.9556510569942984, 'test_accuracy': 0.6679}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd32b0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:10--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.9524244836940887 correct/total: 6720/10000 accuracy 0.672
- {'test_loss': 0.9524244836940887, 'test_accuracy': 0.672}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd39a0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:11--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.0872961005587487 correct/total: 6727/10000 accuracy 0.6727
- {'test_loss': 1.0872961005587487, 'test_accuracy': 0.6727}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3e20>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:12--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.2842991363470722 correct/total: 6182/10000 accuracy 0.6182
- {'test_loss': 1.2842991363470722, 'test_accuracy': 0.6182}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3dc0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:13--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.9329248672458017 correct/total: 7041/10000 accuracy 0.7041
- {'test_loss': 0.9329248672458017, 'test_accuracy': 0.7041}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3820>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:14--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.60it/s]
- loss 1.0399615449510562 correct/total: 6815/10000 accuracy 0.6815
- {'test_loss': 1.0399615449510562, 'test_accuracy': 0.6815}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3340>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:15--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.1553483480101179 correct/total: 6722/10000 accuracy 0.6722
- {'test_loss': 1.1553483480101179, 'test_accuracy': 0.6722}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3130>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:16--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
0it [00:00, ?it/s]
1it [00:00, 3.63it/s]
3it [00:00, 8.15it/s]
5it [00:00, 10.63it/s]
7it [00:00, 12.15it/s]
9it [00:00, 13.12it/s]
11it [00:00, 13.58it/s]
13it [00:01, 14.07it/s]
15it [00:01, 14.39it/s]
17it [00:01, 14.59it/s]
19it [00:01, 14.75it/s]
21it [00:01, 14.86it/s]
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69it [00:04, 14.99it/s]
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73it [00:05, 14.95it/s]
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77it [00:05, 14.78it/s]
79it [00:05, 14.83it/s]
81it [00:05, 14.92it/s]
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85it [00:05, 14.84it/s]
87it [00:06, 14.93it/s]
89it [00:06, 14.99it/s]
91it [00:06, 14.91it/s]
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95it [00:06, 14.88it/s]
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101it [00:06, 14.74it/s]
103it [00:07, 14.85it/s]
105it [00:07, 14.70it/s]
107it [00:07, 14.72it/s]
109it [00:07, 14.70it/s]
111it [00:07, 14.83it/s]
113it [00:07, 14.69it/s]
115it [00:07, 14.72it/s]
117it [00:08, 14.66it/s]
119it [00:08, 14.76it/s]
121it [00:08, 14.89it/s]
123it [00:08, 14.80it/s]
125it [00:08, 14.88it/s]
127it [00:08, 14.92it/s]
129it [00:08, 14.99it/s]
131it [00:09, 14.80it/s]
133it [00:09, 14.89it/s]
135it [00:09, 14.95it/s]
137it [00:09, 14.99it/s]
139it [00:09, 14.85it/s]
141it [00:09, 14.94it/s]
143it [00:09, 15.00it/s]
145it [00:09, 15.06it/s]
147it [00:10, 15.09it/s]
149it [00:10, 15.09it/s]
151it [00:10, 15.11it/s]
153it [00:10, 15.12it/s]
155it [00:10, 15.12it/s]
157it [00:10, 14.57it/s]
- loss 1.0764926132882477 correct/total: 6812/10000 accuracy 0.6812
- {'test_loss': 1.0764926132882477, 'test_accuracy': 0.6812}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3790>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:17--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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157it [00:10, 14.69it/s]
- loss 1.06999186649444 correct/total: 6830/10000 accuracy 0.683
- {'test_loss': 1.06999186649444, 'test_accuracy': 0.683}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc58b0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:18--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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157it [00:10, 14.77it/s]
- loss 1.131663514170677 correct/total: 6926/10000 accuracy 0.6926
- {'test_loss': 1.131663514170677, 'test_accuracy': 0.6926}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5fa0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:19--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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- loss 1.0597534621976743 correct/total: 7167/10000 accuracy 0.7167
- {'test_loss': 1.0597534621976743, 'test_accuracy': 0.7167}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5f70>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:20--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.5570553176721948 correct/total: 6304/10000 accuracy 0.6304
- {'test_loss': 1.5570553176721948, 'test_accuracy': 0.6304}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5940>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:21--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.4620208303639843 correct/total: 6643/10000 accuracy 0.6643
- {'test_loss': 1.4620208303639843, 'test_accuracy': 0.6643}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5940>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:22--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.68it/s]
- loss 1.1972172601967102 correct/total: 6901/10000 accuracy 0.6901
- {'test_loss': 1.1972172601967102, 'test_accuracy': 0.6901}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3d00>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:23--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.68it/s]
- loss 1.1140050702034288 correct/total: 7022/10000 accuracy 0.7022
- {'test_loss': 1.1140050702034288, 'test_accuracy': 0.7022}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd36a0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:24--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.77it/s]
- loss 0.9651760878456626 correct/total: 7362/10000 accuracy 0.7362
- {'test_loss': 0.9651760878456626, 'test_accuracy': 0.7362}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd39d0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:25--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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8%|▊ | 20/258 [00:04<00:55, 4.31it/s]
8%|▊ | 21/258 [00:05<00:54, 4.32it/s]
9%|▊ | 22/258 [00:05<00:54, 4.32it/s]
9%|▉ | 23/258 [00:05<00:54, 4.32it/s]
9%|▉ | 24/258 [00:05<00:54, 4.32it/s]
10%|▉ | 25/258 [00:06<00:53, 4.32it/s]
10%|█ | 26/258 [00:06<00:53, 4.32it/s]
10%|█ | 27/258 [00:06<00:53, 4.31it/s]
11%|█ | 28/258 [00:06<00:53, 4.31it/s]
11%|█ | 29/258 [00:07<00:53, 4.31it/s]
12%|█▏ | 30/258 [00:07<00:52, 4.31it/s]
12%|█▏ | 31/258 [00:07<00:52, 4.32it/s]
12%|█▏ | 32/258 [00:07<00:52, 4.32it/s]
13%|█▎ | 33/258 [00:07<00:52, 4.32it/s]
13%|█▎ | 34/258 [00:08<00:51, 4.32it/s]
14%|█▎ | 35/258 [00:08<00:51, 4.33it/s]
14%|█▍ | 36/258 [00:08<00:51, 4.32it/s]
14%|█▍ | 37/258 [00:08<00:51, 4.32it/s]
15%|█▍ | 38/258 [00:09<00:50, 4.32it/s]
15%|█▌ | 39/258 [00:09<00:50, 4.32it/s]
16%|█▌ | 40/258 [00:09<00:50, 4.32it/s]
16%|█▌ | 41/258 [00:09<00:50, 4.32it/s]
16%|█▋ | 42/258 [00:10<00:49, 4.33it/s]
17%|█▋ | 43/258 [00:10<00:49, 4.33it/s]
17%|█▋ | 44/258 [00:10<00:49, 4.33it/s]
17%|█▋ | 45/258 [00:10<00:49, 4.33it/s]
18%|█▊ | 46/258 [00:10<00:49, 4.32it/s]
18%|█▊ | 47/258 [00:11<00:48, 4.32it/s]
19%|█▊ | 48/258 [00:11<00:48, 4.32it/s]
19%|█▉ | 49/258 [00:11<00:48, 4.33it/s]
19%|█▉ | 50/258 [00:11<00:48, 4.33it/s]
20%|█▉ | 51/258 [00:12<00:47, 4.33it/s]
20%|██ | 52/258 [00:12<00:47, 4.33it/s]
21%|██ | 53/258 [00:12<00:47, 4.33it/s]
21%|██ | 54/258 [00:12<00:47, 4.32it/s]
21%|██▏ | 55/258 [00:13<00:47, 4.32it/s]
22%|██▏ | 56/258 [00:13<00:46, 4.31it/s]
22%|██▏ | 57/258 [00:13<00:46, 4.32it/s]
22%|██▏ | 58/258 [00:13<00:46, 4.32it/s]
23%|██▎ | 59/258 [00:13<00:46, 4.32it/s]
23%|██▎ | 60/258 [00:14<00:45, 4.32it/s]
24%|██▎ | 61/258 [00:14<00:45, 4.31it/s]
24%|██▍ | 62/258 [00:14<00:45, 4.31it/s]
24%|██▍ | 63/258 [00:14<00:45, 4.31it/s]
25%|██▍ | 64/258 [00:15<00:45, 4.31it/s]
25%|██▌ | 65/258 [00:15<00:44, 4.31it/s]
26%|██▌ | 66/258 [00:15<00:44, 4.31it/s]
26%|██▌ | 67/258 [00:15<00:44, 4.32it/s]
26%|██▋ | 68/258 [00:16<00:43, 4.32it/s]
27%|██▋ | 69/258 [00:16<00:43, 4.32it/s]
27%|██▋ | 70/258 [00:16<00:43, 4.32it/s]
28%|██▊ | 71/258 [00:16<00:43, 4.31it/s]
28%|██▊ | 72/258 [00:16<00:43, 4.31it/s]
28%|██▊ | 73/258 [00:17<00:42, 4.30it/s]
29%|██▊ | 74/258 [00:17<00:42, 4.31it/s]
29%|██▉ | 75/258 [00:17<00:42, 4.32it/s]
29%|██▉ | 76/258 [00:17<00:42, 4.32it/s]
30%|██▉ | 77/258 [00:18<00:41, 4.32it/s]
30%|███ | 78/258 [00:18<00:41, 4.32it/s]
31%|███ | 79/258 [00:18<00:41, 4.32it/s]
31%|███ | 80/258 [00:18<00:41, 4.33it/s]
31%|███▏ | 81/258 [00:19<00:40, 4.33it/s]
32%|███▏ | 82/258 [00:19<00:40, 4.33it/s]
32%|███▏ | 83/258 [00:19<00:40, 4.33it/s]
33%|███▎ | 84/258 [00:19<00:40, 4.33it/s]
33%|███▎ | 85/258 [00:19<00:39, 4.33it/s]
33%|███▎ | 86/258 [00:20<00:39, 4.33it/s]
34%|███▎ | 87/258 [00:20<00:39, 4.32it/s]
34%|███▍ | 88/258 [00:20<00:39, 4.32it/s]
34%|███▍ | 89/258 [00:20<00:39, 4.32it/s]
35%|███▍ | 90/258 [00:21<00:38, 4.32it/s]
35%|███▌ | 91/258 [00:21<00:38, 4.32it/s]
36%|███▌ | 92/258 [00:21<00:38, 4.32it/s]
36%|███▌ | 93/258 [00:21<00:38, 4.32it/s]
36%|███▋ | 94/258 [00:22<00:37, 4.32it/s]
37%|███▋ | 95/258 [00:22<00:37, 4.32it/s]
37%|███▋ | 96/258 [00:22<00:37, 4.32it/s]
38%|███▊ | 97/258 [00:22<00:37, 4.31it/s]
38%|███▊ | 98/258 [00:23<00:37, 4.32it/s]
38%|███▊ | 99/258 [00:23<00:36, 4.33it/s]
39%|███▉ | 100/258 [00:23<00:36, 4.32it/s]
39%|███▉ | 101/258 [00:23<00:36, 4.32it/s]
40%|███▉ | 102/258 [00:23<00:36, 4.32it/s]
40%|███▉ | 103/258 [00:24<00:35, 4.32it/s]
40%|████ | 104/258 [00:24<00:35, 4.32it/s]
41%|████ | 105/258 [00:24<00:35, 4.32it/s]
41%|████ | 106/258 [00:24<00:35, 4.32it/s]
41%|████▏ | 107/258 [00:25<00:34, 4.32it/s]
42%|████▏ | 108/258 [00:25<00:34, 4.32it/s]
42%|████▏ | 109/258 [00:25<00:34, 4.32it/s]
43%|████▎ | 110/258 [00:25<00:34, 4.31it/s]
43%|████▎ | 111/258 [00:26<00:34, 4.31it/s]
43%|████▎ | 112/258 [00:26<00:33, 4.32it/s]
44%|████▍ | 113/258 [00:26<00:33, 4.32it/s]
44%|████▍ | 114/258 [00:26<00:33, 4.33it/s]
45%|████▍ | 115/258 [00:26<00:33, 4.33it/s]
45%|████▍ | 116/258 [00:27<00:32, 4.32it/s]
45%|████▌ | 117/258 [00:27<00:32, 4.32it/s]
46%|████▌ | 118/258 [00:27<00:32, 4.31it/s]
46%|████▌ | 119/258 [00:27<00:32, 4.31it/s]
47%|████▋ | 120/258 [00:28<00:32, 4.31it/s]
47%|████▋ | 121/258 [00:28<00:31, 4.31it/s]
47%|████▋ | 122/258 [00:28<00:31, 4.32it/s]
48%|████▊ | 123/258 [00:28<00:31, 4.33it/s]
48%|████▊ | 124/258 [00:29<00:31, 4.32it/s]
48%|████▊ | 125/258 [00:29<00:30, 4.31it/s]
49%|████▉ | 126/258 [00:29<00:30, 4.31it/s]
49%|████▉ | 127/258 [00:29<00:30, 4.32it/s]
50%|████▉ | 128/258 [00:29<00:30, 4.32it/s]
50%|█████ | 129/258 [00:30<00:29, 4.32it/s]
50%|█████ | 130/258 [00:30<00:29, 4.32it/s]
51%|█████ | 131/258 [00:30<00:29, 4.33it/s]
51%|█████ | 132/258 [00:30<00:29, 4.33it/s]
52%|█████▏ | 133/258 [00:31<00:28, 4.32it/s]
52%|█████▏ | 134/258 [00:31<00:28, 4.33it/s]
52%|█████▏ | 135/258 [00:31<00:28, 4.33it/s]
53%|█████▎ | 136/258 [00:31<00:28, 4.33it/s]
53%|█████▎ | 137/258 [00:32<00:27, 4.33it/s]
53%|█████▎ | 138/258 [00:32<00:27, 4.32it/s]
54%|█████▍ | 139/258 [00:32<00:27, 4.33it/s]
54%|█████▍ | 140/258 [00:32<00:27, 4.33it/s]
55%|█████▍ | 141/258 [00:32<00:27, 4.32it/s]
55%|█████▌ | 142/258 [00:33<00:26, 4.31it/s]
55%|█████▌ | 143/258 [00:33<00:26, 4.31it/s]
56%|█████▌ | 144/258 [00:33<00:26, 4.29it/s]
56%|█████▌ | 145/258 [00:33<00:26, 4.30it/s]
57%|█████▋ | 146/258 [00:34<00:25, 4.31it/s]
57%|█████▋ | 147/258 [00:34<00:25, 4.31it/s]
57%|█████▋ | 148/258 [00:34<00:25, 4.32it/s]
58%|█████▊ | 149/258 [00:34<00:25, 4.32it/s]
58%|█████▊ | 150/258 [00:35<00:25, 4.32it/s]
59%|█████▊ | 151/258 [00:35<00:24, 4.32it/s]
59%|█████▉ | 152/258 [00:35<00:24, 4.33it/s]
59%|█████▉ | 153/258 [00:35<00:24, 4.33it/s]
60%|█████▉ | 154/258 [00:35<00:24, 4.32it/s]
60%|██████ | 155/258 [00:36<00:23, 4.32it/s]
60%|██████ | 156/258 [00:36<00:23, 4.32it/s]
61%|██████ | 157/258 [00:36<00:23, 4.31it/s]
61%|██████ | 158/258 [00:36<00:23, 4.31it/s]
62%|██████▏ | 159/258 [00:37<00:22, 4.31it/s]
62%|██████▏ | 160/258 [00:37<00:22, 4.31it/s]
62%|██████▏ | 161/258 [00:37<00:22, 4.31it/s]
63%|██████▎ | 162/258 [00:37<00:22, 4.31it/s]
63%|██████▎ | 163/258 [00:38<00:22, 4.31it/s]
64%|██████▎ | 164/258 [00:38<00:21, 4.32it/s]
64%|██████▍ | 165/258 [00:38<00:21, 4.33it/s]
64%|██████▍ | 166/258 [00:38<00:21, 4.32it/s]
65%|██████▍ | 167/258 [00:38<00:21, 4.31it/s]
65%|██████▌ | 168/258 [00:39<00:20, 4.31it/s]
66%|██████▌ | 169/258 [00:39<00:20, 4.31it/s]
66%|██████▌ | 170/258 [00:39<00:20, 4.31it/s]
66%|██████▋ | 171/258 [00:39<00:20, 4.31it/s]
67%|██████▋ | 172/258 [00:40<00:19, 4.31it/s]
67%|██████▋ | 173/258 [00:40<00:19, 4.32it/s]
67%|██████▋ | 174/258 [00:40<00:19, 4.31it/s]
68%|██████▊ | 175/258 [00:40<00:19, 4.31it/s]
68%|██████▊ | 176/258 [00:41<00:19, 4.30it/s]
69%|██████▊ | 177/258 [00:41<00:18, 4.30it/s]
69%|██████▉ | 178/258 [00:41<00:18, 4.31it/s]
69%|██████▉ | 179/258 [00:41<00:18, 4.31it/s]
70%|██████▉ | 180/258 [00:41<00:18, 4.32it/s]
70%|███████ | 181/258 [00:42<00:17, 4.32it/s]
71%|███████ | 182/258 [00:42<00:17, 4.32it/s]
71%|███████ | 183/258 [00:42<00:17, 4.30it/s]
71%|███████▏ | 184/258 [00:42<00:17, 4.29it/s]
72%|███████▏ | 185/258 [00:43<00:16, 4.30it/s]
72%|███████▏ | 186/258 [00:43<00:16, 4.31it/s]
72%|███████▏ | 187/258 [00:43<00:16, 4.31it/s]
73%|███████▎ | 188/258 [00:43<00:16, 4.32it/s]
73%|███████▎ | 189/258 [00:44<00:15, 4.32it/s]
74%|███████▎ | 190/258 [00:44<00:15, 4.32it/s]
74%|███████▍ | 191/258 [00:44<00:15, 4.32it/s]
74%|███████▍ | 192/258 [00:44<00:15, 4.32it/s]
75%|███████▍ | 193/258 [00:45<00:15, 4.32it/s]
75%|███████▌ | 194/258 [00:45<00:14, 4.33it/s]
76%|███████▌ | 195/258 [00:45<00:14, 4.33it/s]
76%|███████▌ | 196/258 [00:45<00:14, 4.33it/s]
76%|███████▋ | 197/258 [00:45<00:14, 4.32it/s]
77%|███████▋ | 198/258 [00:46<00:13, 4.33it/s]
77%|███████▋ | 199/258 [00:46<00:13, 4.33it/s]
78%|███████▊ | 200/258 [00:46<00:13, 4.33it/s]
78%|███████▊ | 201/258 [00:46<00:13, 4.32it/s]
78%|███████▊ | 202/258 [00:47<00:12, 4.32it/s]
79%|███████▊ | 203/258 [00:47<00:12, 4.31it/s]
79%|███████▉ | 204/258 [00:47<00:12, 4.32it/s]
79%|███████▉ | 205/258 [00:47<00:12, 4.31it/s]
80%|███████▉ | 206/258 [00:48<00:12, 4.31it/s]
80%|████████ | 207/258 [00:48<00:11, 4.31it/s]
81%|████████ | 208/258 [00:48<00:11, 4.32it/s]
81%|████████ | 209/258 [00:48<00:11, 4.32it/s]
81%|████████▏ | 210/258 [00:48<00:11, 4.32it/s]
82%|████████▏ | 211/258 [00:49<00:10, 4.31it/s]
82%|████████▏ | 212/258 [00:49<00:10, 4.31it/s]
83%|████████▎ | 213/258 [00:49<00:10, 4.31it/s]
83%|████████▎ | 214/258 [00:49<00:10, 4.31it/s]
83%|████████▎ | 215/258 [00:50<00:09, 4.31it/s]
84%|████████▎ | 216/258 [00:50<00:09, 4.31it/s]
84%|████████▍ | 217/258 [00:50<00:09, 4.31it/s]
84%|████████▍ | 218/258 [00:50<00:09, 4.31it/s]
85%|████████▍ | 219/258 [00:51<00:09, 4.31it/s]
85%|████████▌ | 220/258 [00:51<00:08, 4.30it/s]
86%|████████▌ | 221/258 [00:51<00:08, 4.29it/s]
86%|████████▌ | 222/258 [00:51<00:08, 4.29it/s]
86%|████████▋ | 223/258 [00:51<00:08, 4.30it/s]
87%|████████▋ | 224/258 [00:52<00:07, 4.30it/s]
87%|████████▋ | 225/258 [00:52<00:07, 4.31it/s]
88%|████████▊ | 226/258 [00:52<00:07, 4.31it/s]
88%|████████▊ | 227/258 [00:52<00:07, 4.32it/s]
88%|████████▊ | 228/258 [00:53<00:06, 4.32it/s]
89%|████████▉ | 229/258 [00:53<00:06, 4.31it/s]
89%|████████▉ | 230/258 [00:53<00:06, 4.31it/s]
90%|████████▉ | 231/258 [00:53<00:06, 4.31it/s]
90%|████████▉ | 232/258 [00:54<00:06, 4.31it/s]
90%|█████████ | 233/258 [00:54<00:05, 4.31it/s]
91%|█████████ | 234/258 [00:54<00:05, 4.32it/s]
91%|█████████ | 235/258 [00:54<00:05, 4.32it/s]
91%|█████████▏| 236/258 [00:54<00:05, 4.32it/s]
92%|█████████▏| 237/258 [00:55<00:04, 4.31it/s]
92%|█████████▏| 238/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 239/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 240/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 241/258 [00:56<00:03, 4.32it/s]
94%|█████████▍| 242/258 [00:56<00:03, 4.31it/s]
94%|█████████▍| 243/258 [00:56<00:03, 4.32it/s]
95%|█████████▍| 244/258 [00:56<00:03, 4.31it/s]
95%|█████████▍| 245/258 [00:57<00:03, 4.32it/s]
95%|█████████▌| 246/258 [00:57<00:02, 4.32it/s]
96%|█████████▌| 247/258 [00:57<00:02, 4.32it/s]
96%|█████████▌| 248/258 [00:57<00:02, 4.32it/s]
97%|█████████▋| 249/258 [00:57<00:02, 4.32it/s]
97%|█████████▋| 250/258 [00:58<00:01, 4.32it/s]
97%|█████████▋| 251/258 [00:58<00:01, 4.32it/s]
98%|█████████▊| 252/258 [00:58<00:01, 4.32it/s]
98%|█████████▊| 253/258 [00:58<00:01, 4.31it/s]
98%|█████████▊| 254/258 [00:59<00:00, 4.31it/s]
99%|█████████▉| 255/258 [00:59<00:00, 4.31it/s]
99%|█████████▉| 256/258 [00:59<00:00, 4.30it/s]
100%|█████████▉| 257/258 [00:59<00:00, 4.31it/s]
100%|██████████| 258/258 [01:00<00:00, 4.50it/s]
100%|██████████| 258/258 [01:00<00:00, 4.29it/s]
- Starting evalutation...
-
0it [00:00, ?it/s]
1it [00:00, 3.49it/s]
3it [00:00, 7.93it/s]
5it [00:00, 10.32it/s]
7it [00:00, 11.93it/s]
9it [00:00, 12.95it/s]
11it [00:00, 13.64it/s]
13it [00:01, 13.86it/s]
15it [00:01, 14.25it/s]
17it [00:01, 14.31it/s]
19it [00:01, 14.46it/s]
21it [00:01, 14.66it/s]
23it [00:01, 14.81it/s]
25it [00:01, 14.87it/s]
27it [00:02, 14.88it/s]
29it [00:02, 14.82it/s]
31it [00:02, 14.81it/s]
33it [00:02, 14.89it/s]
35it [00:02, 14.96it/s]
37it [00:02, 15.02it/s]
39it [00:02, 14.82it/s]
41it [00:02, 14.81it/s]
43it [00:03, 14.89it/s]
45it [00:03, 14.92it/s]
47it [00:03, 14.99it/s]
49it [00:03, 14.98it/s]
51it [00:03, 14.93it/s]
53it [00:03, 14.92it/s]
55it [00:03, 14.90it/s]
57it [00:04, 14.95it/s]
59it [00:04, 14.79it/s]
61it [00:04, 14.75it/s]
63it [00:04, 14.87it/s]
65it [00:04, 14.85it/s]
67it [00:04, 14.92it/s]
69it [00:04, 14.84it/s]
71it [00:04, 14.92it/s]
73it [00:05, 14.98it/s]
75it [00:05, 14.98it/s]
77it [00:05, 14.83it/s]
79it [00:05, 14.91it/s]
81it [00:05, 14.99it/s]
83it [00:05, 14.86it/s]
85it [00:05, 14.67it/s]
87it [00:06, 14.80it/s]
89it [00:06, 14.66it/s]
91it [00:06, 14.58it/s]
93it [00:06, 14.74it/s]
95it [00:06, 14.65it/s]
97it [00:06, 14.79it/s]
99it [00:06, 14.87it/s]
101it [00:07, 14.95it/s]
103it [00:07, 14.78it/s]
105it [00:07, 14.89it/s]
107it [00:07, 14.70it/s]
109it [00:07, 14.82it/s]
111it [00:07, 14.79it/s]
113it [00:07, 14.63it/s]
115it [00:07, 14.53it/s]
117it [00:08, 14.57it/s]
119it [00:08, 14.65it/s]
121it [00:08, 14.70it/s]
123it [00:08, 14.83it/s]
125it [00:08, 14.92it/s]
127it [00:08, 14.99it/s]
129it [00:08, 15.04it/s]
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153it [00:10, 15.07it/s]
155it [00:10, 15.07it/s]
157it [00:10, 14.52it/s]
- loss 1.3195091816270428 correct/total: 6931/10000 accuracy 0.6931
- {'test_loss': 1.3195091816270428, 'test_accuracy': 0.6931}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd30a0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:26--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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- loss 1.1395781939956033 correct/total: 7238/10000 accuracy 0.7238
- {'test_loss': 1.1395781939956033, 'test_accuracy': 0.7238}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5310>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:27--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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- loss 1.262461186973912 correct/total: 7010/10000 accuracy 0.701
- {'test_loss': 1.262461186973912, 'test_accuracy': 0.701}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5760>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:28--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.5291928660338092 correct/total: 6675/10000 accuracy 0.6675
- {'test_loss': 1.5291928660338092, 'test_accuracy': 0.6675}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5640>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:29--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.2325453564619562 correct/total: 7023/10000 accuracy 0.7023
- {'test_loss': 1.2325453564619562, 'test_accuracy': 0.7023}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5c40>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:30--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.340843982757277 correct/total: 6907/10000 accuracy 0.6907
- {'test_loss': 1.340843982757277, 'test_accuracy': 0.6907}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5310>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:31--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.46it/s]
- loss 1.4946882888010353 correct/total: 6782/10000 accuracy 0.6782
- {'test_loss': 1.4946882888010353, 'test_accuracy': 0.6782}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5490>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:32--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.78it/s]
- loss 1.1448544210689082 correct/total: 7369/10000 accuracy 0.7369
- {'test_loss': 1.1448544210689082, 'test_accuracy': 0.7369}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5c40>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:33--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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- loss 1.3904181980783012 correct/total: 6965/10000 accuracy 0.6965
- {'test_loss': 1.3904181980783012, 'test_accuracy': 0.6965}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf51f0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:34--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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2%|▏ | 6/258 [00:01<01:02, 4.04it/s]
3%|▎ | 7/258 [00:01<01:00, 4.13it/s]
3%|▎ | 8/258 [00:02<00:59, 4.19it/s]
3%|▎ | 9/258 [00:02<00:58, 4.23it/s]
4%|▍ | 10/258 [00:02<00:58, 4.26it/s]
4%|▍ | 11/258 [00:02<00:57, 4.28it/s]
5%|▍ | 12/258 [00:03<00:57, 4.30it/s]
5%|▌ | 13/258 [00:03<00:56, 4.30it/s]
5%|▌ | 14/258 [00:03<00:56, 4.31it/s]
6%|▌ | 15/258 [00:03<00:56, 4.31it/s]
6%|▌ | 16/258 [00:04<00:56, 4.31it/s]
7%|▋ | 17/258 [00:04<00:55, 4.31it/s]
7%|▋ | 18/258 [00:04<00:55, 4.31it/s]
7%|▋ | 19/258 [00:04<00:55, 4.31it/s]
8%|▊ | 20/258 [00:04<00:55, 4.32it/s]
8%|▊ | 21/258 [00:05<00:54, 4.32it/s]
9%|▊ | 22/258 [00:05<00:54, 4.32it/s]
9%|▉ | 23/258 [00:05<00:54, 4.33it/s]
9%|▉ | 24/258 [00:05<00:54, 4.32it/s]
10%|▉ | 25/258 [00:06<00:53, 4.32it/s]
10%|█ | 26/258 [00:06<00:53, 4.32it/s]
10%|█ | 27/258 [00:06<00:53, 4.32it/s]
11%|█ | 28/258 [00:06<00:53, 4.32it/s]
11%|█ | 29/258 [00:07<00:53, 4.31it/s]
12%|█▏ | 30/258 [00:07<00:52, 4.31it/s]
12%|█▏ | 31/258 [00:07<00:52, 4.32it/s]
12%|█▏ | 32/258 [00:07<00:52, 4.32it/s]
13%|█▎ | 33/258 [00:07<00:52, 4.32it/s]
13%|█▎ | 34/258 [00:08<00:51, 4.32it/s]
14%|█▎ | 35/258 [00:08<00:51, 4.32it/s]
14%|█▍ | 36/258 [00:08<00:51, 4.32it/s]
14%|█▍ | 37/258 [00:08<00:51, 4.32it/s]
15%|█▍ | 38/258 [00:09<00:51, 4.31it/s]
15%|█▌ | 39/258 [00:09<00:50, 4.32it/s]
16%|█▌ | 40/258 [00:09<00:50, 4.32it/s]
16%|█▌ | 41/258 [00:09<00:50, 4.33it/s]
16%|█▋ | 42/258 [00:10<00:49, 4.32it/s]
17%|█▋ | 43/258 [00:10<00:49, 4.33it/s]
17%|█▋ | 44/258 [00:10<00:49, 4.32it/s]
17%|█▋ | 45/258 [00:10<00:49, 4.33it/s]
18%|█▊ | 46/258 [00:10<00:49, 4.32it/s]
18%|█▊ | 47/258 [00:11<00:48, 4.32it/s]
19%|█▊ | 48/258 [00:11<00:48, 4.33it/s]
19%|█▉ | 49/258 [00:11<00:48, 4.32it/s]
19%|█▉ | 50/258 [00:11<00:48, 4.32it/s]
20%|█▉ | 51/258 [00:12<00:47, 4.32it/s]
20%|██ | 52/258 [00:12<00:47, 4.32it/s]
21%|██ | 53/258 [00:12<00:47, 4.33it/s]
21%|██ | 54/258 [00:12<00:47, 4.32it/s]
21%|██▏ | 55/258 [00:13<00:46, 4.32it/s]
22%|██▏ | 56/258 [00:13<00:46, 4.33it/s]
22%|██▏ | 57/258 [00:13<00:46, 4.33it/s]
22%|██▏ | 58/258 [00:13<00:46, 4.32it/s]
23%|██▎ | 59/258 [00:13<00:46, 4.32it/s]
23%|██▎ | 60/258 [00:14<00:45, 4.32it/s]
24%|██▎ | 61/258 [00:14<00:45, 4.32it/s]
24%|██▍ | 62/258 [00:14<00:45, 4.31it/s]
24%|██▍ | 63/258 [00:14<00:45, 4.28it/s]
25%|██▍ | 64/258 [00:15<00:45, 4.29it/s]
25%|██▌ | 65/258 [00:15<00:44, 4.30it/s]
26%|██▌ | 66/258 [00:15<00:44, 4.30it/s]
26%|██▌ | 67/258 [00:15<00:44, 4.30it/s]
26%|██▋ | 68/258 [00:16<00:44, 4.30it/s]
27%|██▋ | 69/258 [00:16<00:43, 4.31it/s]
27%|██▋ | 70/258 [00:16<00:43, 4.32it/s]
28%|██▊ | 71/258 [00:16<00:43, 4.32it/s]
28%|██▊ | 72/258 [00:16<00:43, 4.31it/s]
28%|██▊ | 73/258 [00:17<00:42, 4.32it/s]
29%|██▊ | 74/258 [00:17<00:42, 4.30it/s]
29%|██▉ | 75/258 [00:17<00:42, 4.30it/s]
29%|██▉ | 76/258 [00:17<00:42, 4.31it/s]
30%|██▉ | 77/258 [00:18<00:41, 4.32it/s]
30%|███ | 78/258 [00:18<00:41, 4.31it/s]
31%|███ | 79/258 [00:18<00:41, 4.31it/s]
31%|███ | 80/258 [00:18<00:41, 4.30it/s]
31%|███▏ | 81/258 [00:19<00:41, 4.30it/s]
32%|███▏ | 82/258 [00:19<00:41, 4.29it/s]
32%|███▏ | 83/258 [00:19<00:40, 4.29it/s]
33%|███▎ | 84/258 [00:19<00:40, 4.28it/s]
33%|███▎ | 85/258 [00:19<00:40, 4.30it/s]
33%|███▎ | 86/258 [00:20<00:40, 4.29it/s]
34%|███▎ | 87/258 [00:20<00:39, 4.30it/s]
34%|███▍ | 88/258 [00:20<00:39, 4.30it/s]
34%|███▍ | 89/258 [00:20<00:39, 4.30it/s]
35%|███▍ | 90/258 [00:21<00:38, 4.31it/s]
35%|███▌ | 91/258 [00:21<00:38, 4.31it/s]
36%|███▌ | 92/258 [00:21<00:38, 4.31it/s]
36%|███▌ | 93/258 [00:21<00:38, 4.32it/s]
36%|███▋ | 94/258 [00:22<00:38, 4.30it/s]
37%|███▋ | 95/258 [00:22<00:37, 4.32it/s]
37%|███▋ | 96/258 [00:22<00:37, 4.32it/s]
38%|███▊ | 97/258 [00:22<00:37, 4.32it/s]
38%|███▊ | 98/258 [00:23<00:37, 4.32it/s]
38%|███▊ | 99/258 [00:23<00:36, 4.33it/s]
39%|███▉ | 100/258 [00:23<00:36, 4.32it/s]
39%|███▉ | 101/258 [00:23<00:36, 4.32it/s]
40%|███▉ | 102/258 [00:23<00:36, 4.32it/s]
40%|███▉ | 103/258 [00:24<00:35, 4.32it/s]
40%|████ | 104/258 [00:24<00:35, 4.32it/s]
41%|████ | 105/258 [00:24<00:35, 4.31it/s]
41%|████ | 106/258 [00:24<00:35, 4.32it/s]
41%|████▏ | 107/258 [00:25<00:34, 4.32it/s]
42%|████▏ | 108/258 [00:25<00:34, 4.32it/s]
42%|████▏ | 109/258 [00:25<00:34, 4.32it/s]
43%|████▎ | 110/258 [00:25<00:34, 4.32it/s]
43%|████▎ | 111/258 [00:26<00:34, 4.32it/s]
43%|████▎ | 112/258 [00:26<00:33, 4.32it/s]
44%|████▍ | 113/258 [00:26<00:33, 4.32it/s]
44%|████▍ | 114/258 [00:26<00:33, 4.32it/s]
45%|████▍ | 115/258 [00:26<00:33, 4.32it/s]
45%|████▍ | 116/258 [00:27<00:32, 4.33it/s]
45%|████▌ | 117/258 [00:27<00:32, 4.32it/s]
46%|████▌ | 118/258 [00:27<00:32, 4.32it/s]
46%|████▌ | 119/258 [00:27<00:32, 4.32it/s]
47%|████▋ | 120/258 [00:28<00:31, 4.32it/s]
47%|████▋ | 121/258 [00:28<00:31, 4.32it/s]
47%|████▋ | 122/258 [00:28<00:31, 4.32it/s]
48%|████▊ | 123/258 [00:28<00:31, 4.32it/s]
48%|████▊ | 124/258 [00:29<00:31, 4.32it/s]
48%|████▊ | 125/258 [00:29<00:30, 4.31it/s]
49%|████▉ | 126/258 [00:29<00:30, 4.32it/s]
49%|████▉ | 127/258 [00:29<00:30, 4.33it/s]
50%|████▉ | 128/258 [00:29<00:30, 4.33it/s]
50%|█████ | 129/258 [00:30<00:29, 4.31it/s]
50%|█████ | 130/258 [00:30<00:29, 4.32it/s]
51%|█████ | 131/258 [00:30<00:29, 4.32it/s]
51%|█████ | 132/258 [00:30<00:29, 4.31it/s]
52%|█████▏ | 133/258 [00:31<00:28, 4.31it/s]
52%|█████▏ | 134/258 [00:31<00:28, 4.28it/s]
52%|█████▏ | 135/258 [00:31<00:28, 4.28it/s]
53%|█████▎ | 136/258 [00:31<00:28, 4.30it/s]
53%|█████▎ | 137/258 [00:32<00:28, 4.31it/s]
53%|█████▎ | 138/258 [00:32<00:27, 4.29it/s]
54%|█████▍ | 139/258 [00:32<00:27, 4.30it/s]
54%|█████▍ | 140/258 [00:32<00:27, 4.30it/s]
55%|█████▍ | 141/258 [00:32<00:27, 4.30it/s]
55%|█████▌ | 142/258 [00:33<00:26, 4.30it/s]
55%|█████▌ | 143/258 [00:33<00:26, 4.29it/s]
56%|█████▌ | 144/258 [00:33<00:26, 4.30it/s]
56%|█████▌ | 145/258 [00:33<00:26, 4.30it/s]
57%|█████▋ | 146/258 [00:34<00:25, 4.31it/s]
57%|█████▋ | 147/258 [00:34<00:25, 4.30it/s]
57%|█████▋ | 148/258 [00:34<00:25, 4.30it/s]
58%|█████▊ | 149/258 [00:34<00:25, 4.31it/s]
58%|█████▊ | 150/258 [00:35<00:25, 4.30it/s]
59%|█████▊ | 151/258 [00:35<00:25, 4.27it/s]
59%|█████▉ | 152/258 [00:35<00:24, 4.28it/s]
59%|█████▉ | 153/258 [00:35<00:24, 4.29it/s]
60%|█████▉ | 154/258 [00:36<00:24, 4.30it/s]
60%|██████ | 155/258 [00:36<00:23, 4.30it/s]
60%|██████ | 156/258 [00:36<00:23, 4.30it/s]
61%|██████ | 157/258 [00:36<00:23, 4.31it/s]
61%|██████ | 158/258 [00:36<00:23, 4.32it/s]
62%|██████▏ | 159/258 [00:37<00:22, 4.32it/s]
62%|██████▏ | 160/258 [00:37<00:22, 4.32it/s]
62%|██████▏ | 161/258 [00:37<00:22, 4.33it/s]
63%|██████▎ | 162/258 [00:37<00:22, 4.32it/s]
63%|██████▎ | 163/258 [00:38<00:22, 4.31it/s]
64%|██████▎ | 164/258 [00:38<00:21, 4.32it/s]
64%|██████▍ | 165/258 [00:38<00:21, 4.32it/s]
64%|██████▍ | 166/258 [00:38<00:21, 4.32it/s]
65%|██████▍ | 167/258 [00:39<00:21, 4.31it/s]
65%|██████▌ | 168/258 [00:39<00:20, 4.31it/s]
66%|██████▌ | 169/258 [00:39<00:20, 4.31it/s]
66%|██████▌ | 170/258 [00:39<00:20, 4.32it/s]
66%|██████▋ | 171/258 [00:39<00:20, 4.32it/s]
67%|██████▋ | 172/258 [00:40<00:19, 4.31it/s]
67%|██████▋ | 173/258 [00:40<00:19, 4.32it/s]
67%|██████▋ | 174/258 [00:40<00:19, 4.32it/s]
68%|██████▊ | 175/258 [00:40<00:19, 4.32it/s]
68%|██████▊ | 176/258 [00:41<00:18, 4.32it/s]
69%|██████▊ | 177/258 [00:41<00:18, 4.31it/s]
69%|██████▉ | 178/258 [00:41<00:18, 4.31it/s]
69%|██████▉ | 179/258 [00:41<00:18, 4.31it/s]
70%|██████▉ | 180/258 [00:42<00:18, 4.31it/s]
70%|███████ | 181/258 [00:42<00:17, 4.31it/s]
71%|███████ | 182/258 [00:42<00:17, 4.31it/s]
71%|███████ | 183/258 [00:42<00:17, 4.31it/s]
71%|███████▏ | 184/258 [00:42<00:17, 4.31it/s]
72%|███████▏ | 185/258 [00:43<00:16, 4.30it/s]
72%|███████▏ | 186/258 [00:43<00:16, 4.30it/s]
72%|███████▏ | 187/258 [00:43<00:16, 4.31it/s]
73%|███████▎ | 188/258 [00:43<00:16, 4.31it/s]
73%|███████▎ | 189/258 [00:44<00:16, 4.31it/s]
74%|███████▎ | 190/258 [00:44<00:15, 4.31it/s]
74%|███████▍ | 191/258 [00:44<00:15, 4.31it/s]
74%|███████▍ | 192/258 [00:44<00:15, 4.31it/s]
75%|███████▍ | 193/258 [00:45<00:15, 4.31it/s]
75%|███████▌ | 194/258 [00:45<00:14, 4.32it/s]
76%|███████▌ | 195/258 [00:45<00:14, 4.32it/s]
76%|███████▌ | 196/258 [00:45<00:14, 4.32it/s]
76%|███████▋ | 197/258 [00:45<00:14, 4.31it/s]
77%|███████▋ | 198/258 [00:46<00:13, 4.31it/s]
77%|███████▋ | 199/258 [00:46<00:13, 4.32it/s]
78%|███████▊ | 200/258 [00:46<00:13, 4.31it/s]
78%|███████▊ | 201/258 [00:46<00:13, 4.32it/s]
78%|███████▊ | 202/258 [00:47<00:12, 4.31it/s]
79%|███████▊ | 203/258 [00:47<00:12, 4.28it/s]
79%|███████▉ | 204/258 [00:47<00:12, 4.29it/s]
79%|███████▉ | 205/258 [00:47<00:12, 4.28it/s]
80%|███████▉ | 206/258 [00:48<00:12, 4.29it/s]
80%|████████ | 207/258 [00:48<00:11, 4.30it/s]
81%|████████ | 208/258 [00:48<00:11, 4.31it/s]
81%|████████ | 209/258 [00:48<00:11, 4.31it/s]
81%|████████▏ | 210/258 [00:48<00:11, 4.31it/s]
82%|████████▏ | 211/258 [00:49<00:10, 4.31it/s]
82%|████████▏ | 212/258 [00:49<00:10, 4.32it/s]
83%|████████▎ | 213/258 [00:49<00:10, 4.31it/s]
83%|████████▎ | 214/258 [00:49<00:10, 4.31it/s]
83%|████████▎ | 215/258 [00:50<00:09, 4.32it/s]
84%|████████▎ | 216/258 [00:50<00:09, 4.32it/s]
84%|████████▍ | 217/258 [00:50<00:09, 4.32it/s]
84%|████████▍ | 218/258 [00:50<00:09, 4.32it/s]
85%|████████▍ | 219/258 [00:51<00:09, 4.32it/s]
85%|████████▌ | 220/258 [00:51<00:08, 4.32it/s]
86%|████████▌ | 221/258 [00:51<00:08, 4.31it/s]
86%|████████▌ | 222/258 [00:51<00:08, 4.32it/s]
86%|████████▋ | 223/258 [00:52<00:08, 4.31it/s]
87%|████████▋ | 224/258 [00:52<00:07, 4.32it/s]
87%|████████▋ | 225/258 [00:52<00:07, 4.31it/s]
88%|████████▊ | 226/258 [00:52<00:07, 4.31it/s]
88%|████████▊ | 227/258 [00:52<00:07, 4.32it/s]
88%|████████▊ | 228/258 [00:53<00:06, 4.32it/s]
89%|████████▉ | 229/258 [00:53<00:06, 4.32it/s]
89%|████████▉ | 230/258 [00:53<00:06, 4.32it/s]
90%|████████▉ | 231/258 [00:53<00:06, 4.31it/s]
90%|████████▉ | 232/258 [00:54<00:06, 4.31it/s]
90%|█████████ | 233/258 [00:54<00:05, 4.31it/s]
91%|█████████ | 234/258 [00:54<00:05, 4.31it/s]
91%|█████████ | 235/258 [00:54<00:05, 4.32it/s]
91%|█████████▏| 236/258 [00:55<00:05, 4.32it/s]
92%|█████████▏| 237/258 [00:55<00:04, 4.31it/s]
92%|█████████▏| 238/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 239/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 240/258 [00:55<00:04, 4.33it/s]
93%|█████████▎| 241/258 [00:56<00:03, 4.32it/s]
94%|█████████▍| 242/258 [00:56<00:03, 4.28it/s]
94%|█████████▍| 243/258 [00:56<00:03, 4.29it/s]
95%|█████████▍| 244/258 [00:56<00:03, 4.30it/s]
95%|█████████▍| 245/258 [00:57<00:03, 4.31it/s]
95%|█████████▌| 246/258 [00:57<00:02, 4.31it/s]
96%|█████████▌| 247/258 [00:57<00:02, 4.31it/s]
96%|█████████▌| 248/258 [00:57<00:02, 4.32it/s]
97%|█████████▋| 249/258 [00:58<00:02, 4.32it/s]
97%|█████████▋| 250/258 [00:58<00:01, 4.32it/s]
97%|█████████▋| 251/258 [00:58<00:01, 4.32it/s]
98%|█████████▊| 252/258 [00:58<00:01, 4.32it/s]
98%|█████████▊| 253/258 [00:58<00:01, 4.32it/s]
98%|█████████▊| 254/258 [00:59<00:00, 4.32it/s]
99%|█████████▉| 255/258 [00:59<00:00, 4.32it/s]
99%|█████████▉| 256/258 [00:59<00:00, 4.32it/s]
100%|█████████▉| 257/258 [00:59<00:00, 4.32it/s]
100%|██████████| 258/258 [01:00<00:00, 4.51it/s]
100%|██████████| 258/258 [01:00<00:00, 4.29it/s]
- Starting evalutation...
-
0it [00:00, ?it/s]
1it [00:00, 3.31it/s]
3it [00:00, 7.86it/s]
5it [00:00, 10.31it/s]
7it [00:00, 11.87it/s]
9it [00:00, 12.75it/s]
11it [00:00, 13.33it/s]
13it [00:01, 13.89it/s]
15it [00:01, 14.25it/s]
17it [00:01, 14.52it/s]
19it [00:01, 14.61it/s]
21it [00:01, 14.75it/s]
23it [00:01, 14.83it/s]
25it [00:01, 14.47it/s]
27it [00:02, 14.65it/s]
29it [00:02, 14.49it/s]
31it [00:02, 14.18it/s]
33it [00:02, 13.93it/s]
35it [00:02, 13.97it/s]
37it [00:02, 13.76it/s]
39it [00:02, 13.94it/s]
41it [00:03, 14.26it/s]
43it [00:03, 14.52it/s]
45it [00:03, 14.68it/s]
47it [00:03, 14.60it/s]
49it [00:03, 14.35it/s]
51it [00:03, 14.50it/s]
53it [00:03, 14.34it/s]
55it [00:04, 14.56it/s]
57it [00:04, 14.72it/s]
59it [00:04, 14.83it/s]
61it [00:04, 14.90it/s]
63it [00:04, 14.77it/s]
65it [00:04, 14.85it/s]
67it [00:04, 14.93it/s]
69it [00:04, 14.76it/s]
71it [00:05, 14.86it/s]
73it [00:05, 14.89it/s]
75it [00:05, 14.94it/s]
77it [00:05, 14.86it/s]
79it [00:05, 14.91it/s]
81it [00:05, 14.89it/s]
83it [00:05, 14.90it/s]
85it [00:06, 14.79it/s]
87it [00:06, 14.90it/s]
89it [00:06, 14.96it/s]
91it [00:06, 14.76it/s]
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95it [00:06, 14.83it/s]
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101it [00:07, 14.69it/s]
103it [00:07, 14.71it/s]
105it [00:07, 14.77it/s]
107it [00:07, 14.87it/s]
109it [00:07, 14.92it/s]
111it [00:07, 14.99it/s]
113it [00:07, 15.00it/s]
115it [00:08, 15.03it/s]
117it [00:08, 15.04it/s]
119it [00:08, 15.01it/s]
121it [00:08, 15.06it/s]
123it [00:08, 15.06it/s]
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133it [00:09, 14.90it/s]
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137it [00:09, 14.70it/s]
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143it [00:09, 14.96it/s]
145it [00:10, 15.02it/s]
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149it [00:10, 15.01it/s]
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153it [00:10, 15.06it/s]
155it [00:10, 15.08it/s]
157it [00:10, 14.44it/s]
- loss 1.3081882637777147 correct/total: 7069/10000 accuracy 0.7069
- {'test_loss': 1.3081882637777147, 'test_accuracy': 0.7069}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5d30>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:35--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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- loss 1.2161170248013393 correct/total: 7055/10000 accuracy 0.7055
- {'test_loss': 1.2161170248013393, 'test_accuracy': 0.7055}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5df0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:36--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.2174742631851487 correct/total: 7056/10000 accuracy 0.7056
- {'test_loss': 1.2174742631851487, 'test_accuracy': 0.7056}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5c40>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:37--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.062632842618189 correct/total: 7467/10000 accuracy 0.7467
- {'test_loss': 1.062632842618189, 'test_accuracy': 0.7467}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5f10>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:38--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.5832956049852311 correct/total: 6530/10000 accuracy 0.653
- {'test_loss': 1.5832956049852311, 'test_accuracy': 0.653}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5c70>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:39--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:11, 14.23it/s]
- loss 1.4042615032499763 correct/total: 6695/10000 accuracy 0.6695
- {'test_loss': 1.4042615032499763, 'test_accuracy': 0.6695}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5a00>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:40--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.54it/s]
- loss 1.0801105899795604 correct/total: 7373/10000 accuracy 0.7373
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5280>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- {'test_loss': 1.0801105899795604, 'test_accuracy': 0.7373}
- get_model_params
- ----------current epoch:41--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.1743761733838707 correct/total: 7132/10000 accuracy 0.7132
- {'test_loss': 1.1743761733838707, 'test_accuracy': 0.7132}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5280>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:42--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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10%|▉ | 25/258 [00:06<00:54, 4.31it/s]
10%|█ | 26/258 [00:06<00:53, 4.32it/s]
10%|█ | 27/258 [00:06<00:53, 4.32it/s]
11%|█ | 28/258 [00:06<00:53, 4.32it/s]
11%|█ | 29/258 [00:07<00:52, 4.33it/s]
12%|█▏ | 30/258 [00:07<00:52, 4.32it/s]
12%|█▏ | 31/258 [00:07<00:52, 4.31it/s]
12%|█▏ | 32/258 [00:07<00:52, 4.31it/s]
13%|█▎ | 33/258 [00:07<00:52, 4.31it/s]
13%|█▎ | 34/258 [00:08<00:51, 4.31it/s]
14%|█▎ | 35/258 [00:08<00:51, 4.32it/s]
14%|█▍ | 36/258 [00:08<00:51, 4.32it/s]
14%|█▍ | 37/258 [00:08<00:51, 4.32it/s]
15%|█▍ | 38/258 [00:09<00:50, 4.32it/s]
15%|█▌ | 39/258 [00:09<00:50, 4.32it/s]
16%|█▌ | 40/258 [00:09<00:50, 4.31it/s]
16%|█▌ | 41/258 [00:09<00:50, 4.32it/s]
16%|█▋ | 42/258 [00:10<00:50, 4.32it/s]
17%|█▋ | 43/258 [00:10<00:49, 4.32it/s]
17%|█▋ | 44/258 [00:10<00:49, 4.32it/s]
17%|█▋ | 45/258 [00:10<00:49, 4.32it/s]
18%|█▊ | 46/258 [00:10<00:49, 4.32it/s]
18%|█▊ | 47/258 [00:11<00:48, 4.33it/s]
19%|█▊ | 48/258 [00:11<00:48, 4.32it/s]
19%|█▉ | 49/258 [00:11<00:48, 4.33it/s]
19%|█▉ | 50/258 [00:11<00:48, 4.33it/s]
20%|█▉ | 51/258 [00:12<00:47, 4.33it/s]
20%|██ | 52/258 [00:12<00:47, 4.32it/s]
21%|██ | 53/258 [00:12<00:47, 4.31it/s]
21%|██ | 54/258 [00:12<00:47, 4.32it/s]
21%|██▏ | 55/258 [00:13<00:47, 4.31it/s]
22%|██▏ | 56/258 [00:13<00:46, 4.32it/s]
22%|██▏ | 57/258 [00:13<00:46, 4.32it/s]
22%|██▏ | 58/258 [00:13<00:46, 4.32it/s]
23%|██▎ | 59/258 [00:13<00:46, 4.32it/s]
23%|██▎ | 60/258 [00:14<00:45, 4.32it/s]
24%|██▎ | 61/258 [00:14<00:45, 4.32it/s]
24%|██▍ | 62/258 [00:14<00:45, 4.32it/s]
24%|██▍ | 63/258 [00:14<00:45, 4.33it/s]
25%|██▍ | 64/258 [00:15<00:44, 4.32it/s]
25%|██▌ | 65/258 [00:15<00:44, 4.33it/s]
26%|██▌ | 66/258 [00:15<00:44, 4.33it/s]
26%|██▌ | 67/258 [00:15<00:44, 4.33it/s]
26%|██▋ | 68/258 [00:16<00:43, 4.33it/s]
27%|██▋ | 69/258 [00:16<00:43, 4.31it/s]
27%|██▋ | 70/258 [00:16<00:43, 4.32it/s]
28%|██▊ | 71/258 [00:16<00:43, 4.32it/s]
28%|██▊ | 72/258 [00:17<00:43, 4.32it/s]
28%|██▊ | 73/258 [00:17<00:42, 4.32it/s]
29%|██▊ | 74/258 [00:17<00:42, 4.32it/s]
29%|██▉ | 75/258 [00:17<00:42, 4.32it/s]
29%|██▉ | 76/258 [00:17<00:42, 4.32it/s]
30%|██▉ | 77/258 [00:18<00:41, 4.32it/s]
30%|███ | 78/258 [00:18<00:41, 4.32it/s]
31%|███ | 79/258 [00:18<00:41, 4.32it/s]
31%|███ | 80/258 [00:18<00:41, 4.31it/s]
31%|███▏ | 81/258 [00:19<00:41, 4.27it/s]
32%|███▏ | 82/258 [00:19<00:41, 4.29it/s]
32%|███▏ | 83/258 [00:19<00:40, 4.30it/s]
33%|███▎ | 84/258 [00:19<00:40, 4.30it/s]
33%|███▎ | 85/258 [00:20<00:40, 4.31it/s]
33%|███▎ | 86/258 [00:20<00:39, 4.32it/s]
34%|███▎ | 87/258 [00:20<00:39, 4.32it/s]
34%|███▍ | 88/258 [00:20<00:39, 4.31it/s]
34%|███▍ | 89/258 [00:20<00:39, 4.31it/s]
35%|███▍ | 90/258 [00:21<00:38, 4.31it/s]
35%|███▌ | 91/258 [00:21<00:38, 4.32it/s]
36%|███▌ | 92/258 [00:21<00:38, 4.33it/s]
36%|███▌ | 93/258 [00:21<00:38, 4.32it/s]
36%|███▋ | 94/258 [00:22<00:37, 4.32it/s]
37%|███▋ | 95/258 [00:22<00:37, 4.32it/s]
37%|███▋ | 96/258 [00:22<00:37, 4.33it/s]
38%|███▊ | 97/258 [00:22<00:37, 4.32it/s]
38%|███▊ | 98/258 [00:23<00:37, 4.32it/s]
38%|███▊ | 99/258 [00:23<00:36, 4.31it/s]
39%|███▉ | 100/258 [00:23<00:36, 4.32it/s]
39%|███▉ | 101/258 [00:23<00:36, 4.31it/s]
40%|███▉ | 102/258 [00:23<00:36, 4.31it/s]
40%|███▉ | 103/258 [00:24<00:35, 4.31it/s]
40%|████ | 104/258 [00:24<00:35, 4.32it/s]
41%|████ | 105/258 [00:24<00:35, 4.32it/s]
41%|████ | 106/258 [00:24<00:35, 4.32it/s]
41%|████▏ | 107/258 [00:25<00:34, 4.32it/s]
42%|████▏ | 108/258 [00:25<00:34, 4.32it/s]
42%|████▏ | 109/258 [00:25<00:34, 4.32it/s]
43%|████▎ | 110/258 [00:25<00:34, 4.32it/s]
43%|████▎ | 111/258 [00:26<00:34, 4.32it/s]
43%|████▎ | 112/258 [00:26<00:33, 4.32it/s]
44%|████▍ | 113/258 [00:26<00:33, 4.32it/s]
44%|████▍ | 114/258 [00:26<00:33, 4.31it/s]
45%|████▍ | 115/258 [00:26<00:33, 4.32it/s]
45%|████▍ | 116/258 [00:27<00:32, 4.32it/s]
45%|████▌ | 117/258 [00:27<00:32, 4.33it/s]
46%|████▌ | 118/258 [00:27<00:32, 4.31it/s]
46%|████▌ | 119/258 [00:27<00:32, 4.32it/s]
47%|████▋ | 120/258 [00:28<00:31, 4.32it/s]
47%|████▋ | 121/258 [00:28<00:31, 4.32it/s]
47%|████▋ | 122/258 [00:28<00:31, 4.32it/s]
48%|████▊ | 123/258 [00:28<00:31, 4.32it/s]
48%|████▊ | 124/258 [00:29<00:31, 4.32it/s]
48%|████▊ | 125/258 [00:29<00:30, 4.32it/s]
49%|████▉ | 126/258 [00:29<00:30, 4.32it/s]
49%|████▉ | 127/258 [00:29<00:30, 4.32it/s]
50%|████▉ | 128/258 [00:29<00:30, 4.32it/s]
50%|█████ | 129/258 [00:30<00:29, 4.32it/s]
50%|█████ | 130/258 [00:30<00:29, 4.32it/s]
51%|█████ | 131/258 [00:30<00:29, 4.32it/s]
51%|█████ | 132/258 [00:30<00:29, 4.32it/s]
52%|█████▏ | 133/258 [00:31<00:28, 4.32it/s]
52%|█████▏ | 134/258 [00:31<00:28, 4.32it/s]
52%|█████▏ | 135/258 [00:31<00:28, 4.32it/s]
53%|█████▎ | 136/258 [00:31<00:28, 4.32it/s]
53%|█████▎ | 137/258 [00:32<00:28, 4.31it/s]
53%|█████▎ | 138/258 [00:32<00:27, 4.30it/s]
54%|█████▍ | 139/258 [00:32<00:27, 4.31it/s]
54%|█████▍ | 140/258 [00:32<00:27, 4.31it/s]
55%|█████▍ | 141/258 [00:32<00:27, 4.32it/s]
55%|█████▌ | 142/258 [00:33<00:26, 4.32it/s]
55%|█████▌ | 143/258 [00:33<00:26, 4.31it/s]
56%|█████▌ | 144/258 [00:33<00:26, 4.23it/s]
56%|█████▌ | 145/258 [00:33<00:26, 4.23it/s]
57%|█████▋ | 146/258 [00:34<00:26, 4.24it/s]
57%|█████▋ | 147/258 [00:34<00:26, 4.26it/s]
57%|█████▋ | 148/258 [00:34<00:25, 4.24it/s]
58%|█████▊ | 149/258 [00:34<00:25, 4.29it/s]
58%|█████▊ | 150/258 [00:35<00:25, 4.27it/s]
59%|█████▊ | 151/258 [00:35<00:24, 4.29it/s]
59%|█████▉ | 152/258 [00:35<00:24, 4.30it/s]
59%|█████▉ | 153/258 [00:35<00:24, 4.30it/s]
60%|█████▉ | 154/258 [00:36<00:24, 4.28it/s]
60%|██████ | 155/258 [00:36<00:23, 4.29it/s]
60%|██████ | 156/258 [00:36<00:23, 4.30it/s]
61%|██████ | 157/258 [00:36<00:23, 4.31it/s]
61%|██████ | 158/258 [00:36<00:23, 4.30it/s]
62%|██████▏ | 159/258 [00:37<00:23, 4.30it/s]
62%|██████▏ | 160/258 [00:37<00:22, 4.31it/s]
62%|██████▏ | 161/258 [00:37<00:22, 4.31it/s]
63%|██████▎ | 162/258 [00:37<00:22, 4.32it/s]
63%|██████▎ | 163/258 [00:38<00:22, 4.31it/s]
64%|██████▎ | 164/258 [00:38<00:21, 4.31it/s]
64%|██████▍ | 165/258 [00:38<00:21, 4.32it/s]
64%|██████▍ | 166/258 [00:38<00:21, 4.32it/s]
65%|██████▍ | 167/258 [00:39<00:21, 4.31it/s]
65%|██████▌ | 168/258 [00:39<00:20, 4.31it/s]
66%|██████▌ | 169/258 [00:39<00:20, 4.32it/s]
66%|██████▌ | 170/258 [00:39<00:20, 4.27it/s]
66%|██████▋ | 171/258 [00:39<00:20, 4.29it/s]
67%|██████▋ | 172/258 [00:40<00:19, 4.30it/s]
67%|██████▋ | 173/258 [00:40<00:19, 4.31it/s]
67%|██████▋ | 174/258 [00:40<00:19, 4.31it/s]
68%|██████▊ | 175/258 [00:40<00:19, 4.32it/s]
68%|██████▊ | 176/258 [00:41<00:19, 4.31it/s]
69%|██████▊ | 177/258 [00:41<00:18, 4.32it/s]
69%|██████▉ | 178/258 [00:41<00:18, 4.32it/s]
69%|██████▉ | 179/258 [00:41<00:18, 4.32it/s]
70%|██████▉ | 180/258 [00:42<00:18, 4.32it/s]
70%|███████ | 181/258 [00:42<00:17, 4.33it/s]
71%|███████ | 182/258 [00:42<00:17, 4.32it/s]
71%|███████ | 183/258 [00:42<00:17, 4.32it/s]
71%|███████▏ | 184/258 [00:42<00:17, 4.31it/s]
72%|███████▏ | 185/258 [00:43<00:16, 4.32it/s]
72%|███████▏ | 186/258 [00:43<00:16, 4.32it/s]
72%|███████▏ | 187/258 [00:43<00:16, 4.31it/s]
73%|███████▎ | 188/258 [00:43<00:16, 4.32it/s]
73%|███████▎ | 189/258 [00:44<00:15, 4.33it/s]
74%|███████▎ | 190/258 [00:44<00:15, 4.33it/s]
74%|███████▍ | 191/258 [00:44<00:15, 4.32it/s]
74%|███████▍ | 192/258 [00:44<00:15, 4.32it/s]
75%|███████▍ | 193/258 [00:45<00:15, 4.32it/s]
75%|███████▌ | 194/258 [00:45<00:14, 4.32it/s]
76%|███████▌ | 195/258 [00:45<00:14, 4.32it/s]
76%|███████▌ | 196/258 [00:45<00:14, 4.32it/s]
76%|███████▋ | 197/258 [00:45<00:14, 4.32it/s]
77%|███████▋ | 198/258 [00:46<00:13, 4.33it/s]
77%|███████▋ | 199/258 [00:46<00:13, 4.33it/s]
78%|███████▊ | 200/258 [00:46<00:13, 4.32it/s]
78%|███████▊ | 201/258 [00:46<00:13, 4.32it/s]
78%|███████▊ | 202/258 [00:47<00:12, 4.32it/s]
79%|███████▊ | 203/258 [00:47<00:12, 4.32it/s]
79%|███████▉ | 204/258 [00:47<00:12, 4.31it/s]
79%|███████▉ | 205/258 [00:47<00:12, 4.31it/s]
80%|███████▉ | 206/258 [00:48<00:12, 4.32it/s]
80%|████████ | 207/258 [00:48<00:11, 4.32it/s]
81%|████████ | 208/258 [00:48<00:11, 4.32it/s]
81%|████████ | 209/258 [00:48<00:11, 4.32it/s]
81%|████████▏ | 210/258 [00:49<00:11, 4.32it/s]
82%|████████▏ | 211/258 [00:49<00:10, 4.32it/s]
82%|████████▏ | 212/258 [00:49<00:10, 4.32it/s]
83%|████████▎ | 213/258 [00:49<00:10, 4.30it/s]
83%|████████▎ | 214/258 [00:49<00:10, 4.31it/s]
83%|████████▎ | 215/258 [00:50<00:09, 4.32it/s]
84%|████████▎ | 216/258 [00:50<00:09, 4.32it/s]
84%|████████▍ | 217/258 [00:50<00:09, 4.32it/s]
84%|████████▍ | 218/258 [00:50<00:09, 4.32it/s]
85%|████████▍ | 219/258 [00:51<00:09, 4.33it/s]
85%|████████▌ | 220/258 [00:51<00:08, 4.32it/s]
86%|████████▌ | 221/258 [00:51<00:08, 4.32it/s]
86%|████████▌ | 222/258 [00:51<00:08, 4.32it/s]
86%|████████▋ | 223/258 [00:52<00:08, 4.32it/s]
87%|████████▋ | 224/258 [00:52<00:07, 4.33it/s]
87%|████████▋ | 225/258 [00:52<00:07, 4.32it/s]
88%|████████▊ | 226/258 [00:52<00:07, 4.32it/s]
88%|████████▊ | 227/258 [00:52<00:07, 4.32it/s]
88%|████████▊ | 228/258 [00:53<00:06, 4.32it/s]
89%|████████▉ | 229/258 [00:53<00:06, 4.32it/s]
89%|████████▉ | 230/258 [00:53<00:06, 4.33it/s]
90%|████████▉ | 231/258 [00:53<00:06, 4.33it/s]
90%|████████▉ | 232/258 [00:54<00:06, 4.33it/s]
90%|█████████ | 233/258 [00:54<00:05, 4.33it/s]
91%|█████████ | 234/258 [00:54<00:05, 4.33it/s]
91%|█████████ | 235/258 [00:54<00:05, 4.33it/s]
91%|█████████▏| 236/258 [00:55<00:05, 4.33it/s]
92%|█████████▏| 237/258 [00:55<00:04, 4.33it/s]
92%|█████████▏| 238/258 [00:55<00:04, 4.33it/s]
93%|█████████▎| 239/258 [00:55<00:04, 4.33it/s]
93%|█████████▎| 240/258 [00:55<00:04, 4.31it/s]
93%|█████████▎| 241/258 [00:56<00:03, 4.32it/s]
94%|█████████▍| 242/258 [00:56<00:03, 4.31it/s]
94%|█████████▍| 243/258 [00:56<00:03, 4.31it/s]
95%|█████████▍| 244/258 [00:56<00:03, 4.32it/s]
95%|█████████▍| 245/258 [00:57<00:03, 4.32it/s]
95%|█████████▌| 246/258 [00:57<00:02, 4.32it/s]
96%|█████████▌| 247/258 [00:57<00:02, 4.32it/s]
96%|█████████▌| 248/258 [00:57<00:02, 4.32it/s]
97%|█████████▋| 249/258 [00:58<00:02, 4.32it/s]
97%|█████████▋| 250/258 [00:58<00:01, 4.32it/s]
97%|█████████▋| 251/258 [00:58<00:01, 4.31it/s]
98%|█████████▊| 252/258 [00:58<00:01, 4.31it/s]
98%|█████████▊| 253/258 [00:58<00:01, 4.31it/s]
98%|█████████▊| 254/258 [00:59<00:00, 4.32it/s]
99%|█████████▉| 255/258 [00:59<00:00, 4.32it/s]
99%|█████████▉| 256/258 [00:59<00:00, 4.32it/s]
100%|█████████▉| 257/258 [00:59<00:00, 4.32it/s]
100%|██████████| 258/258 [01:00<00:00, 4.51it/s]
100%|██████████| 258/258 [01:00<00:00, 4.29it/s]
- Starting evalutation...
-
0it [00:00, ?it/s]
1it [00:00, 3.02it/s]
3it [00:00, 7.23it/s]
5it [00:00, 9.88it/s]
7it [00:00, 11.59it/s]
9it [00:00, 12.64it/s]
11it [00:01, 13.29it/s]
13it [00:01, 13.85it/s]
15it [00:01, 13.99it/s]
17it [00:01, 14.25it/s]
19it [00:01, 14.47it/s]
21it [00:01, 14.57it/s]
23it [00:01, 14.74it/s]
25it [00:01, 14.85it/s]
27it [00:02, 14.91it/s]
29it [00:02, 14.88it/s]
31it [00:02, 14.94it/s]
33it [00:02, 15.00it/s]
35it [00:02, 15.01it/s]
37it [00:02, 15.04it/s]
39it [00:02, 14.96it/s]
41it [00:03, 15.01it/s]
43it [00:03, 14.84it/s]
45it [00:03, 14.91it/s]
47it [00:03, 14.96it/s]
49it [00:03, 15.02it/s]
51it [00:03, 14.92it/s]
53it [00:03, 14.97it/s]
55it [00:03, 14.95it/s]
57it [00:04, 15.01it/s]
59it [00:04, 15.04it/s]
61it [00:04, 15.06it/s]
63it [00:04, 15.07it/s]
65it [00:04, 15.04it/s]
67it [00:04, 15.07it/s]
69it [00:04, 14.97it/s]
71it [00:05, 15.02it/s]
73it [00:05, 15.03it/s]
75it [00:05, 15.07it/s]
77it [00:05, 15.07it/s]
79it [00:05, 15.07it/s]
81it [00:05, 15.04it/s]
83it [00:05, 15.02it/s]
85it [00:05, 15.05it/s]
87it [00:06, 14.99it/s]
89it [00:06, 14.79it/s]
91it [00:06, 14.85it/s]
93it [00:06, 14.87it/s]
95it [00:06, 14.84it/s]
97it [00:06, 14.91it/s]
99it [00:06, 14.96it/s]
101it [00:07, 14.92it/s]
103it [00:07, 14.97it/s]
105it [00:07, 15.01it/s]
107it [00:07, 14.91it/s]
109it [00:07, 14.94it/s]
111it [00:07, 14.83it/s]
113it [00:07, 14.92it/s]
115it [00:07, 14.78it/s]
117it [00:08, 14.88it/s]
119it [00:08, 14.96it/s]
121it [00:08, 15.01it/s]
123it [00:08, 14.98it/s]
125it [00:08, 14.87it/s]
127it [00:08, 14.94it/s]
129it [00:08, 14.99it/s]
131it [00:09, 15.02it/s]
133it [00:09, 15.05it/s]
135it [00:09, 15.08it/s]
137it [00:09, 15.10it/s]
139it [00:09, 14.96it/s]
141it [00:09, 14.98it/s]
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145it [00:09, 15.09it/s]
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155it [00:10, 15.14it/s]
157it [00:10, 14.58it/s]
- loss 1.0430006369663651 correct/total: 7349/10000 accuracy 0.7349
- {'test_loss': 1.0430006369663651, 'test_accuracy': 0.7349}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5b80>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:43--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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- loss 1.5256903467664293 correct/total: 6492/10000 accuracy 0.6492
- {'test_loss': 1.5256903467664293, 'test_accuracy': 0.6492}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5f10>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:44--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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- loss 1.2271188148267709 correct/total: 6953/10000 accuracy 0.6953
- {'test_loss': 1.2271188148267709, 'test_accuracy': 0.6953}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5d30>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:45--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.0580021900356196 correct/total: 7341/10000 accuracy 0.7341
- {'test_loss': 1.0580021900356196, 'test_accuracy': 0.7341}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5bb0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:46--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.1120129964154237 correct/total: 7177/10000 accuracy 0.7177
- {'test_loss': 1.1120129964154237, 'test_accuracy': 0.7177}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5af0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:47--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.0222049995212799 correct/total: 7443/10000 accuracy 0.7443
- {'test_loss': 1.0222049995212799, 'test_accuracy': 0.7443}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3460>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:48--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.47it/s]
- loss 1.0848877524874012 correct/total: 7237/10000 accuracy 0.7237
- {'test_loss': 1.0848877524874012, 'test_accuracy': 0.7237}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3e20>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:49--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.50it/s]
- loss 1.1658812768899711 correct/total: 7061/10000 accuracy 0.7061
- {'test_loss': 1.1658812768899711, 'test_accuracy': 0.7061}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3d00>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:50--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.0631185637158194 correct/total: 7404/10000 accuracy 0.7404
- {'test_loss': 1.0631185637158194, 'test_accuracy': 0.7404}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3a60>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:51--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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3%|▎ | 7/258 [00:01<01:01, 4.09it/s]
3%|▎ | 8/258 [00:02<01:00, 4.16it/s]
3%|▎ | 9/258 [00:02<00:59, 4.21it/s]
4%|▍ | 10/258 [00:02<00:58, 4.24it/s]
4%|▍ | 11/258 [00:02<00:57, 4.26it/s]
5%|▍ | 12/258 [00:03<00:57, 4.28it/s]
5%|▌ | 13/258 [00:03<00:56, 4.30it/s]
5%|▌ | 14/258 [00:03<00:56, 4.30it/s]
6%|▌ | 15/258 [00:03<00:56, 4.30it/s]
6%|▌ | 16/258 [00:04<00:56, 4.31it/s]
7%|▋ | 17/258 [00:04<00:55, 4.31it/s]
7%|▋ | 18/258 [00:04<00:55, 4.31it/s]
7%|▋ | 19/258 [00:04<00:55, 4.32it/s]
8%|▊ | 20/258 [00:04<00:55, 4.32it/s]
8%|▊ | 21/258 [00:05<00:54, 4.32it/s]
9%|▊ | 22/258 [00:05<00:54, 4.31it/s]
9%|▉ | 23/258 [00:05<00:54, 4.31it/s]
9%|▉ | 24/258 [00:05<00:54, 4.32it/s]
10%|▉ | 25/258 [00:06<00:53, 4.32it/s]
10%|█ | 26/258 [00:06<00:53, 4.33it/s]
10%|█ | 27/258 [00:06<00:53, 4.33it/s]
11%|█ | 28/258 [00:06<00:53, 4.33it/s]
11%|█ | 29/258 [00:07<00:52, 4.33it/s]
12%|█▏ | 30/258 [00:07<00:52, 4.33it/s]
12%|█▏ | 31/258 [00:07<00:52, 4.33it/s]
12%|█▏ | 32/258 [00:07<00:52, 4.33it/s]
13%|█▎ | 33/258 [00:07<00:51, 4.33it/s]
13%|█▎ | 34/258 [00:08<00:51, 4.33it/s]
14%|█▎ | 35/258 [00:08<00:51, 4.33it/s]
14%|█▍ | 36/258 [00:08<00:51, 4.33it/s]
14%|█▍ | 37/258 [00:08<00:50, 4.34it/s]
15%|█▍ | 38/258 [00:09<00:50, 4.33it/s]
15%|█▌ | 39/258 [00:09<00:50, 4.34it/s]
16%|█▌ | 40/258 [00:09<00:50, 4.33it/s]
16%|█▌ | 41/258 [00:09<00:50, 4.33it/s]
16%|█▋ | 42/258 [00:10<00:49, 4.34it/s]
17%|█▋ | 43/258 [00:10<00:49, 4.33it/s]
17%|█▋ | 44/258 [00:10<00:49, 4.33it/s]
17%|█▋ | 45/258 [00:10<00:49, 4.33it/s]
18%|█▊ | 46/258 [00:10<00:49, 4.32it/s]
18%|█▊ | 47/258 [00:11<00:48, 4.32it/s]
19%|█▊ | 48/258 [00:11<00:48, 4.33it/s]
19%|█▉ | 49/258 [00:11<00:48, 4.33it/s]
19%|█▉ | 50/258 [00:11<00:48, 4.32it/s]
20%|█▉ | 51/258 [00:12<00:47, 4.32it/s]
20%|██ | 52/258 [00:12<00:47, 4.32it/s]
21%|██ | 53/258 [00:12<00:47, 4.33it/s]
21%|██ | 54/258 [00:12<00:47, 4.32it/s]
21%|██▏ | 55/258 [00:13<00:46, 4.32it/s]
22%|██▏ | 56/258 [00:13<00:46, 4.31it/s]
22%|██▏ | 57/258 [00:13<00:46, 4.31it/s]
22%|██▏ | 58/258 [00:13<00:46, 4.32it/s]
23%|██▎ | 59/258 [00:14<00:46, 4.31it/s]
23%|██▎ | 60/258 [00:14<00:45, 4.32it/s]
24%|██▎ | 61/258 [00:14<00:45, 4.31it/s]
24%|██▍ | 62/258 [00:14<00:45, 4.31it/s]
24%|██▍ | 63/258 [00:14<00:45, 4.31it/s]
25%|██▍ | 64/258 [00:15<00:45, 4.31it/s]
25%|██▌ | 65/258 [00:15<00:44, 4.31it/s]
26%|██▌ | 66/258 [00:15<00:44, 4.31it/s]
26%|██▌ | 67/258 [00:15<00:44, 4.30it/s]
26%|██▋ | 68/258 [00:16<00:44, 4.31it/s]
27%|██▋ | 69/258 [00:16<00:43, 4.31it/s]
27%|██▋ | 70/258 [00:16<00:43, 4.31it/s]
28%|██▊ | 71/258 [00:16<00:43, 4.32it/s]
28%|██▊ | 72/258 [00:17<00:43, 4.32it/s]
28%|██▊ | 73/258 [00:17<00:42, 4.32it/s]
29%|██▊ | 74/258 [00:17<00:42, 4.32it/s]
29%|██▉ | 75/258 [00:17<00:42, 4.32it/s]
29%|██▉ | 76/258 [00:17<00:42, 4.31it/s]
30%|██▉ | 77/258 [00:18<00:41, 4.32it/s]
30%|███ | 78/258 [00:18<00:41, 4.32it/s]
31%|███ | 79/258 [00:18<00:41, 4.32it/s]
31%|███ | 80/258 [00:18<00:41, 4.32it/s]
31%|███▏ | 81/258 [00:19<00:41, 4.32it/s]
32%|███▏ | 82/258 [00:19<00:40, 4.32it/s]
32%|███▏ | 83/258 [00:19<00:40, 4.31it/s]
33%|███▎ | 84/258 [00:19<00:40, 4.32it/s]
33%|███▎ | 85/258 [00:20<00:40, 4.32it/s]
33%|███▎ | 86/258 [00:20<00:39, 4.31it/s]
34%|███▎ | 87/258 [00:20<00:39, 4.31it/s]
34%|███▍ | 88/258 [00:20<00:39, 4.31it/s]
34%|███▍ | 89/258 [00:20<00:39, 4.32it/s]
35%|███▍ | 90/258 [00:21<00:38, 4.32it/s]
35%|███▌ | 91/258 [00:21<00:38, 4.31it/s]
36%|███▌ | 92/258 [00:21<00:38, 4.31it/s]
36%|███▌ | 93/258 [00:21<00:38, 4.31it/s]
36%|███▋ | 94/258 [00:22<00:37, 4.32it/s]
37%|███▋ | 95/258 [00:22<00:37, 4.31it/s]
37%|███▋ | 96/258 [00:22<00:37, 4.32it/s]
38%|███▊ | 97/258 [00:22<00:37, 4.32it/s]
38%|███▊ | 98/258 [00:23<00:37, 4.32it/s]
38%|███▊ | 99/258 [00:23<00:36, 4.32it/s]
39%|███▉ | 100/258 [00:23<00:36, 4.32it/s]
39%|███▉ | 101/258 [00:23<00:36, 4.31it/s]
40%|███▉ | 102/258 [00:23<00:36, 4.31it/s]
40%|███▉ | 103/258 [00:24<00:35, 4.31it/s]
40%|████ | 104/258 [00:24<00:35, 4.32it/s]
41%|████ | 105/258 [00:24<00:35, 4.32it/s]
41%|████ | 106/258 [00:24<00:35, 4.30it/s]
41%|████▏ | 107/258 [00:25<00:35, 4.29it/s]
42%|████▏ | 108/258 [00:25<00:34, 4.32it/s]
42%|████▏ | 109/258 [00:25<00:34, 4.32it/s]
43%|████▎ | 110/258 [00:25<00:34, 4.32it/s]
43%|████▎ | 111/258 [00:26<00:34, 4.32it/s]
43%|████▎ | 112/258 [00:26<00:33, 4.31it/s]
44%|████▍ | 113/258 [00:26<00:33, 4.31it/s]
44%|████▍ | 114/258 [00:26<00:33, 4.33it/s]
45%|████▍ | 115/258 [00:26<00:33, 4.33it/s]
45%|████▍ | 116/258 [00:27<00:32, 4.32it/s]
45%|████▌ | 117/258 [00:27<00:32, 4.32it/s]
46%|████▌ | 118/258 [00:27<00:32, 4.33it/s]
46%|████▌ | 119/258 [00:27<00:32, 4.32it/s]
47%|████▋ | 120/258 [00:28<00:31, 4.32it/s]
47%|████▋ | 121/258 [00:28<00:31, 4.32it/s]
47%|████▋ | 122/258 [00:28<00:31, 4.32it/s]
48%|████▊ | 123/258 [00:28<00:31, 4.32it/s]
48%|████▊ | 124/258 [00:29<00:31, 4.31it/s]
48%|████▊ | 125/258 [00:29<00:30, 4.31it/s]
49%|████▉ | 126/258 [00:29<00:30, 4.31it/s]
49%|████▉ | 127/258 [00:29<00:30, 4.32it/s]
50%|████▉ | 128/258 [00:29<00:30, 4.31it/s]
50%|█████ | 129/258 [00:30<00:29, 4.31it/s]
50%|█████ | 130/258 [00:30<00:29, 4.31it/s]
51%|█████ | 131/258 [00:30<00:29, 4.32it/s]
51%|█████ | 132/258 [00:30<00:29, 4.32it/s]
52%|█████▏ | 133/258 [00:31<00:28, 4.32it/s]
52%|█████▏ | 134/258 [00:31<00:28, 4.32it/s]
52%|█████▏ | 135/258 [00:31<00:28, 4.32it/s]
53%|█████▎ | 136/258 [00:31<00:28, 4.32it/s]
53%|█████▎ | 137/258 [00:32<00:27, 4.32it/s]
53%|█████▎ | 138/258 [00:32<00:27, 4.33it/s]
54%|█████▍ | 139/258 [00:32<00:27, 4.32it/s]
54%|█████▍ | 140/258 [00:32<00:27, 4.32it/s]
55%|█████▍ | 141/258 [00:32<00:27, 4.32it/s]
55%|█████▌ | 142/258 [00:33<00:26, 4.32it/s]
55%|█████▌ | 143/258 [00:33<00:26, 4.32it/s]
56%|█████▌ | 144/258 [00:33<00:26, 4.31it/s]
56%|█████▌ | 145/258 [00:33<00:26, 4.32it/s]
57%|█████▋ | 146/258 [00:34<00:25, 4.32it/s]
57%|█████▋ | 147/258 [00:34<00:25, 4.32it/s]
57%|█████▋ | 148/258 [00:34<00:25, 4.33it/s]
58%|█████▊ | 149/258 [00:34<00:25, 4.32it/s]
58%|█████▊ | 150/258 [00:35<00:24, 4.32it/s]
59%|█████▊ | 151/258 [00:35<00:24, 4.33it/s]
59%|█████▉ | 152/258 [00:35<00:24, 4.31it/s]
59%|█████▉ | 153/258 [00:35<00:24, 4.31it/s]
60%|█████▉ | 154/258 [00:36<00:24, 4.31it/s]
60%|██████ | 155/258 [00:36<00:23, 4.31it/s]
60%|██████ | 156/258 [00:36<00:23, 4.32it/s]
61%|██████ | 157/258 [00:36<00:23, 4.32it/s]
61%|██████ | 158/258 [00:36<00:23, 4.32it/s]
62%|██████▏ | 159/258 [00:37<00:22, 4.31it/s]
62%|██████▏ | 160/258 [00:37<00:22, 4.31it/s]
62%|██████▏ | 161/258 [00:37<00:22, 4.32it/s]
63%|██████▎ | 162/258 [00:37<00:22, 4.33it/s]
63%|██████▎ | 163/258 [00:38<00:21, 4.34it/s]
64%|██████▎ | 164/258 [00:38<00:21, 4.33it/s]
64%|██████▍ | 165/258 [00:38<00:21, 4.33it/s]
64%|██████▍ | 166/258 [00:38<00:21, 4.32it/s]
65%|██████▍ | 167/258 [00:39<00:21, 4.32it/s]
65%|██████▌ | 168/258 [00:39<00:20, 4.32it/s]
66%|██████▌ | 169/258 [00:39<00:20, 4.31it/s]
66%|██████▌ | 170/258 [00:39<00:20, 4.32it/s]
66%|██████▋ | 171/258 [00:39<00:20, 4.32it/s]
67%|██████▋ | 172/258 [00:40<00:19, 4.32it/s]
67%|██████▋ | 173/258 [00:40<00:19, 4.28it/s]
67%|██████▋ | 174/258 [00:40<00:19, 4.30it/s]
68%|██████▊ | 175/258 [00:40<00:19, 4.31it/s]
68%|██████▊ | 176/258 [00:41<00:19, 4.31it/s]
69%|██████▊ | 177/258 [00:41<00:18, 4.31it/s]
69%|██████▉ | 178/258 [00:41<00:18, 4.32it/s]
69%|██████▉ | 179/258 [00:41<00:18, 4.32it/s]
70%|██████▉ | 180/258 [00:42<00:18, 4.32it/s]
70%|███████ | 181/258 [00:42<00:17, 4.32it/s]
71%|███████ | 182/258 [00:42<00:17, 4.33it/s]
71%|███████ | 183/258 [00:42<00:17, 4.32it/s]
71%|███████▏ | 184/258 [00:42<00:17, 4.32it/s]
72%|███████▏ | 185/258 [00:43<00:16, 4.32it/s]
72%|███████▏ | 186/258 [00:43<00:16, 4.31it/s]
72%|███████▏ | 187/258 [00:43<00:16, 4.32it/s]
73%|███████▎ | 188/258 [00:43<00:16, 4.32it/s]
73%|███████▎ | 189/258 [00:44<00:15, 4.31it/s]
74%|███████▎ | 190/258 [00:44<00:15, 4.32it/s]
74%|███████▍ | 191/258 [00:44<00:15, 4.32it/s]
74%|███████▍ | 192/258 [00:44<00:15, 4.32it/s]
75%|███████▍ | 193/258 [00:45<00:15, 4.32it/s]
75%|███████▌ | 194/258 [00:45<00:14, 4.33it/s]
76%|███████▌ | 195/258 [00:45<00:14, 4.33it/s]
76%|███████▌ | 196/258 [00:45<00:14, 4.33it/s]
76%|███████▋ | 197/258 [00:45<00:14, 4.32it/s]
77%|███████▋ | 198/258 [00:46<00:14, 4.28it/s]
77%|███████▋ | 199/258 [00:46<00:13, 4.29it/s]
78%|███████▊ | 200/258 [00:46<00:13, 4.29it/s]
78%|███████▊ | 201/258 [00:46<00:13, 4.29it/s]
78%|███████▊ | 202/258 [00:47<00:13, 4.29it/s]
79%|███████▊ | 203/258 [00:47<00:12, 4.30it/s]
79%|███████▉ | 204/258 [00:47<00:12, 4.30it/s]
79%|███████▉ | 205/258 [00:47<00:12, 4.31it/s]
80%|███████▉ | 206/258 [00:48<00:12, 4.31it/s]
80%|████████ | 207/258 [00:48<00:11, 4.32it/s]
81%|████████ | 208/258 [00:48<00:11, 4.32it/s]
81%|████████ | 209/258 [00:48<00:11, 4.33it/s]
81%|████████▏ | 210/258 [00:48<00:11, 4.33it/s]
82%|████████▏ | 211/258 [00:49<00:10, 4.33it/s]
82%|████████▏ | 212/258 [00:49<00:10, 4.32it/s]
83%|████████▎ | 213/258 [00:49<00:10, 4.32it/s]
83%|████████▎ | 214/258 [00:49<00:10, 4.32it/s]
83%|████████▎ | 215/258 [00:50<00:09, 4.32it/s]
84%|████████▎ | 216/258 [00:50<00:09, 4.32it/s]
84%|████████▍ | 217/258 [00:50<00:09, 4.32it/s]
84%|████████▍ | 218/258 [00:50<00:09, 4.32it/s]
85%|████████▍ | 219/258 [00:51<00:09, 4.33it/s]
85%|████████▌ | 220/258 [00:51<00:08, 4.33it/s]
86%|████████▌ | 221/258 [00:51<00:08, 4.32it/s]
86%|████████▌ | 222/258 [00:51<00:08, 4.32it/s]
86%|████████▋ | 223/258 [00:51<00:08, 4.32it/s]
87%|████████▋ | 224/258 [00:52<00:07, 4.32it/s]
87%|████████▋ | 225/258 [00:52<00:07, 4.32it/s]
88%|████████▊ | 226/258 [00:52<00:07, 4.32it/s]
88%|████████▊ | 227/258 [00:52<00:07, 4.32it/s]
88%|████████▊ | 228/258 [00:53<00:06, 4.32it/s]
89%|████████▉ | 229/258 [00:53<00:06, 4.32it/s]
89%|████████▉ | 230/258 [00:53<00:06, 4.31it/s]
90%|████████▉ | 231/258 [00:53<00:06, 4.31it/s]
90%|████████▉ | 232/258 [00:54<00:06, 4.32it/s]
90%|█████████ | 233/258 [00:54<00:05, 4.32it/s]
91%|█████████ | 234/258 [00:54<00:05, 4.32it/s]
91%|█████████ | 235/258 [00:54<00:05, 4.32it/s]
91%|█████████▏| 236/258 [00:55<00:05, 4.32it/s]
92%|█████████▏| 237/258 [00:55<00:04, 4.32it/s]
92%|█████████▏| 238/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 239/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 240/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 241/258 [00:56<00:03, 4.32it/s]
94%|█████████▍| 242/258 [00:56<00:03, 4.32it/s]
94%|█████████▍| 243/258 [00:56<00:03, 4.32it/s]
95%|█████████▍| 244/258 [00:56<00:03, 4.32it/s]
95%|█████████▍| 245/258 [00:57<00:03, 4.33it/s]
95%|█████████▌| 246/258 [00:57<00:02, 4.33it/s]
96%|█████████▌| 247/258 [00:57<00:02, 4.32it/s]
96%|█████████▌| 248/258 [00:57<00:02, 4.33it/s]
97%|█████████▋| 249/258 [00:58<00:02, 4.33it/s]
97%|█████████▋| 250/258 [00:58<00:01, 4.33it/s]
97%|█████████▋| 251/258 [00:58<00:01, 4.32it/s]
98%|█████████▊| 252/258 [00:58<00:01, 4.32it/s]
98%|█████████▊| 253/258 [00:58<00:01, 4.33it/s]
98%|█████████▊| 254/258 [00:59<00:00, 4.32it/s]
99%|█████████▉| 255/258 [00:59<00:00, 4.32it/s]
99%|█████████▉| 256/258 [00:59<00:00, 4.32it/s]
100%|█████████▉| 257/258 [00:59<00:00, 4.32it/s]
100%|██████████| 258/258 [01:00<00:00, 4.51it/s]
100%|██████████| 258/258 [01:00<00:00, 4.29it/s]
- Starting evalutation...
-
0it [00:00, ?it/s]
1it [00:00, 3.28it/s]
3it [00:00, 7.69it/s]
5it [00:00, 10.30it/s]
7it [00:00, 11.91it/s]
9it [00:00, 12.94it/s]
11it [00:00, 13.63it/s]
13it [00:01, 14.10it/s]
15it [00:01, 14.39it/s]
17it [00:01, 14.59it/s]
19it [00:01, 14.72it/s]
21it [00:01, 14.80it/s]
23it [00:01, 14.89it/s]
25it [00:01, 14.97it/s]
27it [00:02, 14.99it/s]
29it [00:02, 15.02it/s]
31it [00:02, 15.04it/s]
33it [00:02, 15.07it/s]
35it [00:02, 15.08it/s]
37it [00:02, 15.11it/s]
39it [00:02, 15.13it/s]
41it [00:02, 15.13it/s]
43it [00:03, 15.07it/s]
45it [00:03, 15.08it/s]
47it [00:03, 15.09it/s]
49it [00:03, 14.94it/s]
51it [00:03, 15.00it/s]
53it [00:03, 15.03it/s]
55it [00:03, 15.05it/s]
57it [00:04, 15.07it/s]
59it [00:04, 15.05it/s]
61it [00:04, 15.06it/s]
63it [00:04, 15.07it/s]
65it [00:04, 15.07it/s]
67it [00:04, 15.07it/s]
69it [00:04, 15.06it/s]
71it [00:04, 14.97it/s]
73it [00:05, 15.02it/s]
75it [00:05, 15.01it/s]
77it [00:05, 14.98it/s]
79it [00:05, 14.85it/s]
81it [00:05, 14.84it/s]
83it [00:05, 14.93it/s]
85it [00:05, 14.88it/s]
87it [00:06, 14.93it/s]
89it [00:06, 14.95it/s]
91it [00:06, 15.01it/s]
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95it [00:06, 15.02it/s]
97it [00:06, 15.05it/s]
99it [00:06, 15.07it/s]
101it [00:06, 15.07it/s]
103it [00:07, 14.97it/s]
105it [00:07, 15.00it/s]
107it [00:07, 14.91it/s]
109it [00:07, 14.90it/s]
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113it [00:07, 15.02it/s]
115it [00:07, 15.04it/s]
117it [00:08, 15.07it/s]
119it [00:08, 15.08it/s]
121it [00:08, 15.09it/s]
123it [00:08, 15.09it/s]
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133it [00:09, 15.04it/s]
135it [00:09, 14.84it/s]
137it [00:09, 14.91it/s]
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149it [00:10, 15.09it/s]
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153it [00:10, 15.10it/s]
155it [00:10, 15.10it/s]
157it [00:10, 14.66it/s]
- loss 0.9670825619606456 correct/total: 7457/10000 accuracy 0.7457
- {'test_loss': 0.9670825619606456, 'test_accuracy': 0.7457}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf55e0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:52--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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157it [00:10, 14.81it/s]
- loss 0.9486151280676484 correct/total: 7590/10000 accuracy 0.759
- {'test_loss': 0.9486151280676484, 'test_accuracy': 0.759}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5310>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:53--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.3138042602949083 correct/total: 6868/10000 accuracy 0.6868
- {'test_loss': 1.3138042602949083, 'test_accuracy': 0.6868}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd35e0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:54--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.987121046918213 correct/total: 7380/10000 accuracy 0.738
- {'test_loss': 0.987121046918213, 'test_accuracy': 0.738}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3e80>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:55--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.1341757201085425 correct/total: 7045/10000 accuracy 0.7045
- {'test_loss': 1.1341757201085425, 'test_accuracy': 0.7045}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5a30>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:56--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.0352859187657666 correct/total: 7211/10000 accuracy 0.7211
- {'test_loss': 1.0352859187657666, 'test_accuracy': 0.7211}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3850>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:57--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.73it/s]
- loss 1.248065422484829 correct/total: 7044/10000 accuracy 0.7044
- {'test_loss': 1.248065422484829, 'test_accuracy': 0.7044}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd35e0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:58--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 1.0244982954423139 correct/total: 7361/10000 accuracy 0.7361
- {'test_loss': 1.0244982954423139, 'test_accuracy': 0.7361}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5910>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:59--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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11%|█ | 29/258 [00:07<00:53, 4.31it/s]
12%|█▏ | 30/258 [00:07<00:52, 4.31it/s]
12%|█▏ | 31/258 [00:07<00:52, 4.32it/s]
12%|█▏ | 32/258 [00:07<00:52, 4.31it/s]
13%|█▎ | 33/258 [00:07<00:52, 4.31it/s]
13%|█▎ | 34/258 [00:08<00:52, 4.31it/s]
14%|█▎ | 35/258 [00:08<00:51, 4.31it/s]
14%|█▍ | 36/258 [00:08<00:51, 4.31it/s]
14%|█▍ | 37/258 [00:08<00:51, 4.31it/s]
15%|█▍ | 38/258 [00:09<00:51, 4.31it/s]
15%|█▌ | 39/258 [00:09<00:50, 4.31it/s]
16%|█▌ | 40/258 [00:09<00:50, 4.32it/s]
16%|█▌ | 41/258 [00:09<00:50, 4.31it/s]
16%|█▋ | 42/258 [00:10<00:50, 4.31it/s]
17%|█▋ | 43/258 [00:10<00:49, 4.31it/s]
17%|█▋ | 44/258 [00:10<00:49, 4.32it/s]
17%|█▋ | 45/258 [00:10<00:49, 4.32it/s]
18%|█▊ | 46/258 [00:10<00:49, 4.32it/s]
18%|█▊ | 47/258 [00:11<00:48, 4.32it/s]
19%|█▊ | 48/258 [00:11<00:48, 4.32it/s]
19%|█▉ | 49/258 [00:11<00:48, 4.32it/s]
19%|█▉ | 50/258 [00:11<00:48, 4.33it/s]
20%|█▉ | 51/258 [00:12<00:47, 4.32it/s]
20%|██ | 52/258 [00:12<00:47, 4.32it/s]
21%|██ | 53/258 [00:12<00:47, 4.31it/s]
21%|██ | 54/258 [00:12<00:47, 4.32it/s]
21%|██▏ | 55/258 [00:13<00:47, 4.31it/s]
22%|██▏ | 56/258 [00:13<00:46, 4.32it/s]
22%|██▏ | 57/258 [00:13<00:46, 4.31it/s]
22%|██▏ | 58/258 [00:13<00:46, 4.31it/s]
23%|██▎ | 59/258 [00:14<00:46, 4.31it/s]
23%|██▎ | 60/258 [00:14<00:45, 4.32it/s]
24%|██▎ | 61/258 [00:14<00:45, 4.32it/s]
24%|██▍ | 62/258 [00:14<00:45, 4.32it/s]
24%|██▍ | 63/258 [00:14<00:45, 4.31it/s]
25%|██▍ | 64/258 [00:15<00:44, 4.31it/s]
25%|██▌ | 65/258 [00:15<00:44, 4.32it/s]
26%|██▌ | 66/258 [00:15<00:44, 4.32it/s]
26%|██▌ | 67/258 [00:15<00:44, 4.32it/s]
26%|██▋ | 68/258 [00:16<00:43, 4.32it/s]
27%|██▋ | 69/258 [00:16<00:43, 4.32it/s]
27%|██▋ | 70/258 [00:16<00:43, 4.32it/s]
28%|██▊ | 71/258 [00:16<00:43, 4.32it/s]
28%|██▊ | 72/258 [00:17<00:43, 4.32it/s]
28%|██▊ | 73/258 [00:17<00:42, 4.32it/s]
29%|██▊ | 74/258 [00:17<00:42, 4.33it/s]
29%|██▉ | 75/258 [00:17<00:42, 4.32it/s]
29%|██▉ | 76/258 [00:17<00:42, 4.32it/s]
30%|██▉ | 77/258 [00:18<00:41, 4.32it/s]
30%|███ | 78/258 [00:18<00:41, 4.32it/s]
31%|███ | 79/258 [00:18<00:41, 4.32it/s]
31%|███ | 80/258 [00:18<00:41, 4.32it/s]
31%|███▏ | 81/258 [00:19<00:40, 4.32it/s]
32%|███▏ | 82/258 [00:19<00:40, 4.32it/s]
32%|███▏ | 83/258 [00:19<00:40, 4.32it/s]
33%|███▎ | 84/258 [00:19<00:40, 4.32it/s]
33%|███▎ | 85/258 [00:20<00:40, 4.32it/s]
33%|███▎ | 86/258 [00:20<00:39, 4.32it/s]
34%|███▎ | 87/258 [00:20<00:39, 4.33it/s]
34%|███▍ | 88/258 [00:20<00:39, 4.32it/s]
34%|███▍ | 89/258 [00:20<00:39, 4.33it/s]
35%|███▍ | 90/258 [00:21<00:38, 4.32it/s]
35%|███▌ | 91/258 [00:21<00:38, 4.32it/s]
36%|███▌ | 92/258 [00:21<00:38, 4.32it/s]
36%|███▌ | 93/258 [00:21<00:38, 4.32it/s]
36%|███▋ | 94/258 [00:22<00:37, 4.32it/s]
37%|███▋ | 95/258 [00:22<00:37, 4.32it/s]
37%|███▋ | 96/258 [00:22<00:37, 4.31it/s]
38%|███▊ | 97/258 [00:22<00:37, 4.31it/s]
38%|███▊ | 98/258 [00:23<00:37, 4.32it/s]
38%|███▊ | 99/258 [00:23<00:36, 4.32it/s]
39%|███▉ | 100/258 [00:23<00:36, 4.33it/s]
39%|███▉ | 101/258 [00:23<00:36, 4.32it/s]
40%|███▉ | 102/258 [00:23<00:36, 4.31it/s]
40%|███▉ | 103/258 [00:24<00:35, 4.31it/s]
40%|████ | 104/258 [00:24<00:35, 4.31it/s]
41%|████ | 105/258 [00:24<00:35, 4.31it/s]
41%|████ | 106/258 [00:24<00:35, 4.31it/s]
41%|████▏ | 107/258 [00:25<00:35, 4.31it/s]
42%|████▏ | 108/258 [00:25<00:34, 4.32it/s]
42%|████▏ | 109/258 [00:25<00:34, 4.32it/s]
43%|████▎ | 110/258 [00:25<00:34, 4.32it/s]
43%|████▎ | 111/258 [00:26<00:34, 4.32it/s]
43%|████▎ | 112/258 [00:26<00:33, 4.32it/s]
44%|████▍ | 113/258 [00:26<00:33, 4.32it/s]
44%|████▍ | 114/258 [00:26<00:33, 4.32it/s]
45%|████▍ | 115/258 [00:26<00:33, 4.32it/s]
45%|████▍ | 116/258 [00:27<00:32, 4.31it/s]
45%|████▌ | 117/258 [00:27<00:32, 4.32it/s]
46%|████▌ | 118/258 [00:27<00:32, 4.31it/s]
46%|████▌ | 119/258 [00:27<00:32, 4.32it/s]
47%|████▋ | 120/258 [00:28<00:32, 4.31it/s]
47%|████▋ | 121/258 [00:28<00:31, 4.32it/s]
47%|████▋ | 122/258 [00:28<00:31, 4.32it/s]
48%|████▊ | 123/258 [00:28<00:31, 4.32it/s]
48%|████▊ | 124/258 [00:29<00:31, 4.32it/s]
48%|████▊ | 125/258 [00:29<00:30, 4.32it/s]
49%|████▉ | 126/258 [00:29<00:30, 4.32it/s]
49%|████▉ | 127/258 [00:29<00:30, 4.32it/s]
50%|████▉ | 128/258 [00:29<00:30, 4.32it/s]
50%|█████ | 129/258 [00:30<00:29, 4.32it/s]
50%|█████ | 130/258 [00:30<00:29, 4.33it/s]
51%|█████ | 131/258 [00:30<00:29, 4.33it/s]
51%|█████ | 132/258 [00:30<00:29, 4.33it/s]
52%|█████▏ | 133/258 [00:31<00:29, 4.30it/s]
52%|█████▏ | 134/258 [00:31<00:28, 4.31it/s]
52%|█████▏ | 135/258 [00:31<00:28, 4.32it/s]
53%|█████▎ | 136/258 [00:31<00:28, 4.32it/s]
53%|█████▎ | 137/258 [00:32<00:28, 4.32it/s]
53%|█████▎ | 138/258 [00:32<00:27, 4.31it/s]
54%|█████▍ | 139/258 [00:32<00:27, 4.31it/s]
54%|█████▍ | 140/258 [00:32<00:27, 4.31it/s]
55%|█████▍ | 141/258 [00:33<00:27, 4.31it/s]
55%|█████▌ | 142/258 [00:33<00:26, 4.31it/s]
55%|█████▌ | 143/258 [00:33<00:26, 4.32it/s]
56%|█████▌ | 144/258 [00:33<00:26, 4.32it/s]
56%|█████▌ | 145/258 [00:33<00:26, 4.32it/s]
57%|█████▋ | 146/258 [00:34<00:25, 4.32it/s]
57%|█████▋ | 147/258 [00:34<00:25, 4.32it/s]
57%|█████▋ | 148/258 [00:34<00:25, 4.31it/s]
58%|█████▊ | 149/258 [00:34<00:25, 4.32it/s]
58%|█████▊ | 150/258 [00:35<00:25, 4.32it/s]
59%|█████▊ | 151/258 [00:35<00:24, 4.29it/s]
59%|█████▉ | 152/258 [00:35<00:24, 4.30it/s]
59%|█████▉ | 153/258 [00:35<00:24, 4.30it/s]
60%|█████▉ | 154/258 [00:36<00:24, 4.30it/s]
60%|██████ | 155/258 [00:36<00:23, 4.31it/s]
60%|██████ | 156/258 [00:36<00:23, 4.31it/s]
61%|██████ | 157/258 [00:36<00:23, 4.31it/s]
61%|██████ | 158/258 [00:36<00:23, 4.31it/s]
62%|██████▏ | 159/258 [00:37<00:22, 4.32it/s]
62%|██████▏ | 160/258 [00:37<00:22, 4.32it/s]
62%|██████▏ | 161/258 [00:37<00:22, 4.32it/s]
63%|██████▎ | 162/258 [00:37<00:22, 4.32it/s]
63%|██████▎ | 163/258 [00:38<00:21, 4.32it/s]
64%|██████▎ | 164/258 [00:38<00:21, 4.32it/s]
64%|██████▍ | 165/258 [00:38<00:21, 4.33it/s]
64%|██████▍ | 166/258 [00:38<00:21, 4.33it/s]
65%|██████▍ | 167/258 [00:39<00:21, 4.32it/s]
65%|██████▌ | 168/258 [00:39<00:20, 4.32it/s]
66%|██████▌ | 169/258 [00:39<00:20, 4.32it/s]
66%|██████▌ | 170/258 [00:39<00:20, 4.32it/s]
66%|██████▋ | 171/258 [00:39<00:20, 4.31it/s]
67%|██████▋ | 172/258 [00:40<00:19, 4.31it/s]
67%|██████▋ | 173/258 [00:40<00:19, 4.31it/s]
67%|██████▋ | 174/258 [00:40<00:19, 4.31it/s]
68%|██████▊ | 175/258 [00:40<00:19, 4.32it/s]
68%|██████▊ | 176/258 [00:41<00:18, 4.32it/s]
69%|██████▊ | 177/258 [00:41<00:18, 4.31it/s]
69%|██████▉ | 178/258 [00:41<00:18, 4.32it/s]
69%|██████▉ | 179/258 [00:41<00:18, 4.32it/s]
70%|██████▉ | 180/258 [00:42<00:18, 4.32it/s]
70%|███████ | 181/258 [00:42<00:17, 4.32it/s]
71%|███████ | 182/258 [00:42<00:17, 4.32it/s]
71%|███████ | 183/258 [00:42<00:17, 4.31it/s]
71%|███████▏ | 184/258 [00:42<00:17, 4.31it/s]
72%|███████▏ | 185/258 [00:43<00:16, 4.30it/s]
72%|███████▏ | 186/258 [00:43<00:16, 4.30it/s]
72%|███████▏ | 187/258 [00:43<00:16, 4.31it/s]
73%|███████▎ | 188/258 [00:43<00:16, 4.32it/s]
73%|███████▎ | 189/258 [00:44<00:16, 4.30it/s]
74%|███████▎ | 190/258 [00:44<00:15, 4.30it/s]
74%|███████▍ | 191/258 [00:44<00:15, 4.31it/s]
74%|███████▍ | 192/258 [00:44<00:15, 4.31it/s]
75%|███████▍ | 193/258 [00:45<00:15, 4.31it/s]
75%|███████▌ | 194/258 [00:45<00:14, 4.31it/s]
76%|███████▌ | 195/258 [00:45<00:14, 4.31it/s]
76%|███████▌ | 196/258 [00:45<00:14, 4.32it/s]
76%|███████▋ | 197/258 [00:45<00:14, 4.32it/s]
77%|███████▋ | 198/258 [00:46<00:13, 4.32it/s]
77%|███████▋ | 199/258 [00:46<00:13, 4.32it/s]
78%|███████▊ | 200/258 [00:46<00:13, 4.32it/s]
78%|███████▊ | 201/258 [00:46<00:13, 4.32it/s]
78%|███████▊ | 202/258 [00:47<00:12, 4.31it/s]
79%|███████▊ | 203/258 [00:47<00:12, 4.32it/s]
79%|███████▉ | 204/258 [00:47<00:12, 4.32it/s]
79%|███████▉ | 205/258 [00:47<00:12, 4.32it/s]
80%|███████▉ | 206/258 [00:48<00:12, 4.32it/s]
80%|████████ | 207/258 [00:48<00:11, 4.31it/s]
81%|████████ | 208/258 [00:48<00:11, 4.32it/s]
81%|████████ | 209/258 [00:48<00:11, 4.32it/s]
81%|████████▏ | 210/258 [00:48<00:11, 4.32it/s]
82%|████████▏ | 211/258 [00:49<00:10, 4.32it/s]
82%|████████▏ | 212/258 [00:49<00:10, 4.32it/s]
83%|████████▎ | 213/258 [00:49<00:10, 4.32it/s]
83%|████████▎ | 214/258 [00:49<00:10, 4.32it/s]
83%|████████▎ | 215/258 [00:50<00:09, 4.31it/s]
84%|████████▎ | 216/258 [00:50<00:09, 4.31it/s]
84%|████████▍ | 217/258 [00:50<00:09, 4.32it/s]
84%|████████▍ | 218/258 [00:50<00:09, 4.32it/s]
85%|████████▍ | 219/258 [00:51<00:08, 4.33it/s]
85%|████████▌ | 220/258 [00:51<00:08, 4.31it/s]
86%|████████▌ | 221/258 [00:51<00:08, 4.32it/s]
86%|████████▌ | 222/258 [00:51<00:08, 4.32it/s]
86%|████████▋ | 223/258 [00:51<00:08, 4.32it/s]
87%|████████▋ | 224/258 [00:52<00:07, 4.32it/s]
87%|████████▋ | 225/258 [00:52<00:07, 4.33it/s]
88%|████████▊ | 226/258 [00:52<00:07, 4.32it/s]
88%|████████▊ | 227/258 [00:52<00:07, 4.32it/s]
88%|████████▊ | 228/258 [00:53<00:06, 4.31it/s]
89%|████████▉ | 229/258 [00:53<00:06, 4.32it/s]
89%|████████▉ | 230/258 [00:53<00:06, 4.32it/s]
90%|████████▉ | 231/258 [00:53<00:06, 4.33it/s]
90%|████████▉ | 232/258 [00:54<00:06, 4.32it/s]
90%|█████████ | 233/258 [00:54<00:05, 4.32it/s]
91%|█████████ | 234/258 [00:54<00:05, 4.32it/s]
91%|█████████ | 235/258 [00:54<00:05, 4.32it/s]
91%|█████████▏| 236/258 [00:55<00:05, 4.32it/s]
92%|█████████▏| 237/258 [00:55<00:04, 4.32it/s]
92%|█████████▏| 238/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 239/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 240/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 241/258 [00:56<00:03, 4.32it/s]
94%|█████████▍| 242/258 [00:56<00:03, 4.32it/s]
94%|█████████▍| 243/258 [00:56<00:03, 4.32it/s]
95%|█████████▍| 244/258 [00:56<00:03, 4.33it/s]
95%|█████████▍| 245/258 [00:57<00:03, 4.32it/s]
95%|█████████▌| 246/258 [00:57<00:02, 4.32it/s]
96%|█████████▌| 247/258 [00:57<00:02, 4.32it/s]
96%|█████████▌| 248/258 [00:57<00:02, 4.33it/s]
97%|█████████▋| 249/258 [00:58<00:02, 4.33it/s]
97%|█████████▋| 250/258 [00:58<00:01, 4.32it/s]
97%|█████████▋| 251/258 [00:58<00:01, 4.32it/s]
98%|█████████▊| 252/258 [00:58<00:01, 4.33it/s]
98%|█████████▊| 253/258 [00:58<00:01, 4.32it/s]
98%|█████████▊| 254/258 [00:59<00:00, 4.32it/s]
99%|█████████▉| 255/258 [00:59<00:00, 4.31it/s]
99%|█████████▉| 256/258 [00:59<00:00, 4.31it/s]
100%|█████████▉| 257/258 [00:59<00:00, 4.32it/s]
100%|██████████| 258/258 [01:00<00:00, 4.51it/s]
100%|██████████| 258/258 [01:00<00:00, 4.29it/s]
- Starting evalutation...
-
0it [00:00, ?it/s]
1it [00:00, 4.53it/s]
3it [00:00, 9.23it/s]
5it [00:00, 11.42it/s]
7it [00:00, 12.72it/s]
9it [00:00, 13.52it/s]
11it [00:00, 14.02it/s]
13it [00:01, 14.36it/s]
15it [00:01, 14.59it/s]
17it [00:01, 14.75it/s]
19it [00:01, 14.86it/s]
21it [00:01, 14.95it/s]
23it [00:01, 14.99it/s]
25it [00:01, 15.03it/s]
27it [00:01, 15.07it/s]
29it [00:02, 15.00it/s]
31it [00:02, 14.92it/s]
33it [00:02, 14.97it/s]
35it [00:02, 14.81it/s]
37it [00:02, 14.88it/s]
39it [00:02, 14.95it/s]
41it [00:02, 14.86it/s]
43it [00:03, 14.86it/s]
45it [00:03, 14.95it/s]
47it [00:03, 14.68it/s]
49it [00:03, 14.81it/s]
51it [00:03, 14.89it/s]
53it [00:03, 14.94it/s]
55it [00:03, 14.99it/s]
57it [00:03, 15.02it/s]
59it [00:04, 15.04it/s]
61it [00:04, 15.07it/s]
63it [00:04, 14.99it/s]
65it [00:04, 15.03it/s]
67it [00:04, 14.80it/s]
69it [00:04, 14.89it/s]
71it [00:04, 14.94it/s]
73it [00:05, 14.98it/s]
75it [00:05, 14.87it/s]
77it [00:05, 14.90it/s]
79it [00:05, 14.91it/s]
81it [00:05, 14.95it/s]
83it [00:05, 14.96it/s]
85it [00:05, 15.02it/s]
87it [00:05, 15.04it/s]
89it [00:06, 15.05it/s]
91it [00:06, 15.01it/s]
93it [00:06, 15.00it/s]
95it [00:06, 14.72it/s]
97it [00:06, 14.76it/s]
99it [00:06, 14.84it/s]
101it [00:06, 14.94it/s]
103it [00:07, 14.98it/s]
105it [00:07, 14.98it/s]
107it [00:07, 14.92it/s]
109it [00:07, 14.93it/s]
111it [00:07, 14.88it/s]
113it [00:07, 14.86it/s]
115it [00:07, 14.90it/s]
117it [00:07, 14.85it/s]
119it [00:08, 14.90it/s]
121it [00:08, 14.85it/s]
123it [00:08, 14.81it/s]
125it [00:08, 14.91it/s]
127it [00:08, 14.77it/s]
129it [00:08, 14.65it/s]
131it [00:08, 14.71it/s]
133it [00:09, 14.79it/s]
135it [00:09, 14.74it/s]
137it [00:09, 14.64it/s]
139it [00:09, 14.63it/s]
141it [00:09, 14.77it/s]
143it [00:09, 14.86it/s]
145it [00:09, 14.88it/s]
147it [00:10, 14.96it/s]
149it [00:10, 15.02it/s]
151it [00:10, 15.10it/s]
153it [00:10, 15.12it/s]
155it [00:10, 15.13it/s]
157it [00:10, 14.67it/s]
- loss 1.0579836123688207 correct/total: 7278/10000 accuracy 0.7278
- {'test_loss': 1.0579836123688207, 'test_accuracy': 0.7278}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd31c0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:60--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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157it [00:10, 14.70it/s]
- loss 0.8115632328068375 correct/total: 7806/10000 accuracy 0.7806
- {'test_loss': 0.8115632328068375, 'test_accuracy': 0.7806}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3370>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:61--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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157it [00:10, 14.56it/s]
- loss 0.8015083408659431 correct/total: 7868/10000 accuracy 0.7868
- {'test_loss': 0.8015083408659431, 'test_accuracy': 0.7868}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd30d0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:62--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7999621092513868 correct/total: 7864/10000 accuracy 0.7864
- {'test_loss': 0.7999621092513868, 'test_accuracy': 0.7864}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5e20>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:63--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7890108724118797 correct/total: 7886/10000 accuracy 0.7886
- {'test_loss': 0.7890108724118797, 'test_accuracy': 0.7886}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5eb0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:64--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7833568539209427 correct/total: 7880/10000 accuracy 0.788
- {'test_loss': 0.7833568539209427, 'test_accuracy': 0.788}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5910>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:65--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7668141949518471 correct/total: 7932/10000 accuracy 0.7932
- {'test_loss': 0.7668141949518471, 'test_accuracy': 0.7932}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3220>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:66--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.74it/s]
- loss 0.7875545355165081 correct/total: 7881/10000 accuracy 0.7881
- {'test_loss': 0.7875545355165081, 'test_accuracy': 0.7881}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3d00>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:67--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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- loss 0.8010683896814942 correct/total: 7836/10000 accuracy 0.7836
- {'test_loss': 0.8010683896814942, 'test_accuracy': 0.7836}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf57f0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:68--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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5%|▌ | 13/258 [00:03<00:56, 4.31it/s]
5%|▌ | 14/258 [00:03<00:56, 4.31it/s]
6%|▌ | 15/258 [00:03<00:56, 4.32it/s]
6%|▌ | 16/258 [00:04<00:56, 4.32it/s]
7%|▋ | 17/258 [00:04<00:55, 4.32it/s]
7%|▋ | 18/258 [00:04<00:55, 4.32it/s]
7%|▋ | 19/258 [00:04<00:55, 4.33it/s]
8%|▊ | 20/258 [00:04<00:55, 4.33it/s]
8%|▊ | 21/258 [00:05<00:54, 4.33it/s]
9%|▊ | 22/258 [00:05<00:54, 4.32it/s]
9%|▉ | 23/258 [00:05<00:54, 4.31it/s]
9%|▉ | 24/258 [00:05<00:54, 4.31it/s]
10%|▉ | 25/258 [00:06<00:53, 4.32it/s]
10%|█ | 26/258 [00:06<00:53, 4.32it/s]
10%|█ | 27/258 [00:06<00:53, 4.31it/s]
11%|█ | 28/258 [00:06<00:53, 4.31it/s]
11%|█ | 29/258 [00:07<00:53, 4.32it/s]
12%|█▏ | 30/258 [00:07<00:52, 4.32it/s]
12%|█▏ | 31/258 [00:07<00:52, 4.33it/s]
12%|█▏ | 32/258 [00:07<00:52, 4.33it/s]
13%|█▎ | 33/258 [00:07<00:51, 4.34it/s]
13%|█▎ | 34/258 [00:08<00:51, 4.34it/s]
14%|█▎ | 35/258 [00:08<00:51, 4.33it/s]
14%|█▍ | 36/258 [00:08<00:51, 4.33it/s]
14%|█▍ | 37/258 [00:08<00:50, 4.33it/s]
15%|█▍ | 38/258 [00:09<00:50, 4.33it/s]
15%|█▌ | 39/258 [00:09<00:50, 4.33it/s]
16%|█▌ | 40/258 [00:09<00:50, 4.32it/s]
16%|█▌ | 41/258 [00:09<00:50, 4.33it/s]
16%|█▋ | 42/258 [00:10<00:49, 4.33it/s]
17%|█▋ | 43/258 [00:10<00:49, 4.33it/s]
17%|█▋ | 44/258 [00:10<00:49, 4.33it/s]
17%|█▋ | 45/258 [00:10<00:49, 4.33it/s]
18%|█▊ | 46/258 [00:10<00:49, 4.33it/s]
18%|█▊ | 47/258 [00:11<00:48, 4.33it/s]
19%|█▊ | 48/258 [00:11<00:48, 4.33it/s]
19%|█▉ | 49/258 [00:11<00:48, 4.33it/s]
19%|█▉ | 50/258 [00:11<00:48, 4.33it/s]
20%|█▉ | 51/258 [00:12<00:47, 4.33it/s]
20%|██ | 52/258 [00:12<00:47, 4.32it/s]
21%|██ | 53/258 [00:12<00:47, 4.32it/s]
21%|██ | 54/258 [00:12<00:47, 4.32it/s]
21%|██▏ | 55/258 [00:13<00:46, 4.32it/s]
22%|██▏ | 56/258 [00:13<00:46, 4.33it/s]
22%|██▏ | 57/258 [00:13<00:46, 4.32it/s]
22%|██▏ | 58/258 [00:13<00:46, 4.32it/s]
23%|██▎ | 59/258 [00:13<00:46, 4.33it/s]
23%|██▎ | 60/258 [00:14<00:45, 4.33it/s]
24%|██▎ | 61/258 [00:14<00:45, 4.32it/s]
24%|██▍ | 62/258 [00:14<00:45, 4.33it/s]
24%|██▍ | 63/258 [00:14<00:45, 4.32it/s]
25%|██▍ | 64/258 [00:15<00:44, 4.32it/s]
25%|██▌ | 65/258 [00:15<00:44, 4.32it/s]
26%|██▌ | 66/258 [00:15<00:44, 4.32it/s]
26%|██▌ | 67/258 [00:15<00:44, 4.32it/s]
26%|██▋ | 68/258 [00:16<00:43, 4.32it/s]
27%|██▋ | 69/258 [00:16<00:43, 4.32it/s]
27%|██▋ | 70/258 [00:16<00:43, 4.32it/s]
28%|██▊ | 71/258 [00:16<00:43, 4.30it/s]
28%|██▊ | 72/258 [00:16<00:43, 4.31it/s]
28%|██▊ | 73/258 [00:17<00:42, 4.31it/s]
29%|██▊ | 74/258 [00:17<00:42, 4.30it/s]
29%|██▉ | 75/258 [00:17<00:42, 4.31it/s]
29%|██▉ | 76/258 [00:17<00:42, 4.32it/s]
30%|██▉ | 77/258 [00:18<00:42, 4.31it/s]
30%|███ | 78/258 [00:18<00:41, 4.31it/s]
31%|███ | 79/258 [00:18<00:41, 4.32it/s]
31%|███ | 80/258 [00:18<00:41, 4.32it/s]
31%|███▏ | 81/258 [00:19<00:40, 4.32it/s]
32%|███▏ | 82/258 [00:19<00:40, 4.33it/s]
32%|███▏ | 83/258 [00:19<00:40, 4.33it/s]
33%|███▎ | 84/258 [00:19<00:40, 4.33it/s]
33%|███▎ | 85/258 [00:19<00:40, 4.32it/s]
33%|███▎ | 86/258 [00:20<00:39, 4.33it/s]
34%|███▎ | 87/258 [00:20<00:39, 4.33it/s]
34%|███▍ | 88/258 [00:20<00:39, 4.33it/s]
34%|███▍ | 89/258 [00:20<00:39, 4.33it/s]
35%|███▍ | 90/258 [00:21<00:38, 4.33it/s]
35%|███▌ | 91/258 [00:21<00:38, 4.33it/s]
36%|███▌ | 92/258 [00:21<00:38, 4.33it/s]
36%|███▌ | 93/258 [00:21<00:38, 4.33it/s]
36%|███▋ | 94/258 [00:22<00:37, 4.33it/s]
37%|███▋ | 95/258 [00:22<00:37, 4.34it/s]
37%|███▋ | 96/258 [00:22<00:37, 4.33it/s]
38%|███▊ | 97/258 [00:22<00:37, 4.33it/s]
38%|███▊ | 98/258 [00:22<00:36, 4.33it/s]
38%|███▊ | 99/258 [00:23<00:36, 4.34it/s]
39%|███▉ | 100/258 [00:23<00:36, 4.33it/s]
39%|███▉ | 101/258 [00:23<00:36, 4.33it/s]
40%|███▉ | 102/258 [00:23<00:36, 4.32it/s]
40%|███▉ | 103/258 [00:24<00:35, 4.32it/s]
40%|████ | 104/258 [00:24<00:35, 4.32it/s]
41%|████ | 105/258 [00:24<00:35, 4.32it/s]
41%|████ | 106/258 [00:24<00:35, 4.32it/s]
41%|████▏ | 107/258 [00:25<00:34, 4.31it/s]
42%|████▏ | 108/258 [00:25<00:34, 4.32it/s]
42%|████▏ | 109/258 [00:25<00:34, 4.32it/s]
43%|████▎ | 110/258 [00:25<00:34, 4.33it/s]
43%|████▎ | 111/258 [00:25<00:34, 4.32it/s]
43%|████▎ | 112/258 [00:26<00:33, 4.32it/s]
44%|████▍ | 113/258 [00:26<00:33, 4.32it/s]
44%|████▍ | 114/258 [00:26<00:33, 4.33it/s]
45%|████▍ | 115/258 [00:26<00:33, 4.32it/s]
45%|████▍ | 116/258 [00:27<00:32, 4.33it/s]
45%|████▌ | 117/258 [00:27<00:32, 4.33it/s]
46%|████▌ | 118/258 [00:27<00:32, 4.33it/s]
46%|████▌ | 119/258 [00:27<00:32, 4.33it/s]
47%|████▋ | 120/258 [00:28<00:31, 4.31it/s]
47%|████▋ | 121/258 [00:28<00:32, 4.27it/s]
47%|████▋ | 122/258 [00:28<00:31, 4.28it/s]
48%|████▊ | 123/258 [00:28<00:31, 4.29it/s]
48%|████▊ | 124/258 [00:28<00:31, 4.30it/s]
48%|████▊ | 125/258 [00:29<00:30, 4.31it/s]
49%|████▉ | 126/258 [00:29<00:30, 4.31it/s]
49%|████▉ | 127/258 [00:29<00:30, 4.31it/s]
50%|████▉ | 128/258 [00:29<00:30, 4.31it/s]
50%|█████ | 129/258 [00:30<00:29, 4.31it/s]
50%|█████ | 130/258 [00:30<00:29, 4.32it/s]
51%|█████ | 131/258 [00:30<00:29, 4.31it/s]
51%|█████ | 132/258 [00:30<00:29, 4.32it/s]
52%|█████▏ | 133/258 [00:31<00:28, 4.32it/s]
52%|█████▏ | 134/258 [00:31<00:28, 4.32it/s]
52%|█████▏ | 135/258 [00:31<00:28, 4.33it/s]
53%|█████▎ | 136/258 [00:31<00:28, 4.33it/s]
53%|█████▎ | 137/258 [00:32<00:27, 4.33it/s]
53%|█████▎ | 138/258 [00:32<00:27, 4.33it/s]
54%|█████▍ | 139/258 [00:32<00:27, 4.33it/s]
54%|█████▍ | 140/258 [00:32<00:27, 4.33it/s]
55%|█████▍ | 141/258 [00:32<00:27, 4.33it/s]
55%|█████▌ | 142/258 [00:33<00:26, 4.33it/s]
55%|█████▌ | 143/258 [00:33<00:26, 4.33it/s]
56%|█████▌ | 144/258 [00:33<00:26, 4.32it/s]
56%|█████▌ | 145/258 [00:33<00:26, 4.33it/s]
57%|█████▋ | 146/258 [00:34<00:25, 4.33it/s]
57%|█████▋ | 147/258 [00:34<00:25, 4.33it/s]
57%|█████▋ | 148/258 [00:34<00:25, 4.33it/s]
58%|█████▊ | 149/258 [00:34<00:25, 4.32it/s]
58%|█████▊ | 150/258 [00:35<00:24, 4.32it/s]
59%|█████▊ | 151/258 [00:35<00:24, 4.32it/s]
59%|█████▉ | 152/258 [00:35<00:24, 4.32it/s]
59%|█████▉ | 153/258 [00:35<00:24, 4.33it/s]
60%|█████▉ | 154/258 [00:35<00:24, 4.33it/s]
60%|██████ | 155/258 [00:36<00:23, 4.33it/s]
60%|██████ | 156/258 [00:36<00:23, 4.33it/s]
61%|██████ | 157/258 [00:36<00:23, 4.33it/s]
61%|██████ | 158/258 [00:36<00:23, 4.33it/s]
62%|██████▏ | 159/258 [00:37<00:22, 4.31it/s]
62%|██████▏ | 160/258 [00:37<00:22, 4.31it/s]
62%|██████▏ | 161/258 [00:37<00:22, 4.31it/s]
63%|██████▎ | 162/258 [00:37<00:22, 4.32it/s]
63%|██████▎ | 163/258 [00:38<00:21, 4.32it/s]
64%|██████▎ | 164/258 [00:38<00:21, 4.31it/s]
64%|██████▍ | 165/258 [00:38<00:21, 4.31it/s]
64%|██████▍ | 166/258 [00:38<00:21, 4.30it/s]
65%|██████▍ | 167/258 [00:38<00:21, 4.31it/s]
65%|██████▌ | 168/258 [00:39<00:20, 4.32it/s]
66%|██████▌ | 169/258 [00:39<00:20, 4.32it/s]
66%|██████▌ | 170/258 [00:39<00:20, 4.32it/s]
66%|██████▋ | 171/258 [00:39<00:20, 4.32it/s]
67%|██████▋ | 172/258 [00:40<00:19, 4.32it/s]
67%|██████▋ | 173/258 [00:40<00:19, 4.32it/s]
67%|██████▋ | 174/258 [00:40<00:19, 4.33it/s]
68%|██████▊ | 175/258 [00:40<00:19, 4.33it/s]
68%|██████▊ | 176/258 [00:41<00:18, 4.33it/s]
69%|██████▊ | 177/258 [00:41<00:18, 4.32it/s]
69%|██████▉ | 178/258 [00:41<00:18, 4.33it/s]
69%|██████▉ | 179/258 [00:41<00:18, 4.32it/s]
70%|██████▉ | 180/258 [00:41<00:18, 4.32it/s]
70%|███████ | 181/258 [00:42<00:17, 4.32it/s]
71%|███████ | 182/258 [00:42<00:17, 4.32it/s]
71%|███████ | 183/258 [00:42<00:17, 4.32it/s]
71%|███████▏ | 184/258 [00:42<00:17, 4.32it/s]
72%|███████▏ | 185/258 [00:43<00:16, 4.33it/s]
72%|███████▏ | 186/258 [00:43<00:16, 4.33it/s]
72%|███████▏ | 187/258 [00:43<00:16, 4.33it/s]
73%|███████▎ | 188/258 [00:43<00:16, 4.33it/s]
73%|███████▎ | 189/258 [00:44<00:15, 4.32it/s]
74%|███████▎ | 190/258 [00:44<00:15, 4.32it/s]
74%|███████▍ | 191/258 [00:44<00:15, 4.32it/s]
74%|███████▍ | 192/258 [00:44<00:15, 4.32it/s]
75%|███████▍ | 193/258 [00:44<00:15, 4.33it/s]
75%|███████▌ | 194/258 [00:45<00:14, 4.32it/s]
76%|███████▌ | 195/258 [00:45<00:14, 4.32it/s]
76%|███████▌ | 196/258 [00:45<00:14, 4.29it/s]
76%|███████▋ | 197/258 [00:45<00:14, 4.30it/s]
77%|███████▋ | 198/258 [00:46<00:13, 4.31it/s]
77%|███████▋ | 199/258 [00:46<00:13, 4.31it/s]
78%|███████▊ | 200/258 [00:46<00:13, 4.27it/s]
78%|███████▊ | 201/258 [00:46<00:13, 4.29it/s]
78%|███████▊ | 202/258 [00:47<00:13, 4.30it/s]
79%|███████▊ | 203/258 [00:47<00:12, 4.31it/s]
79%|███████▉ | 204/258 [00:47<00:12, 4.32it/s]
79%|███████▉ | 205/258 [00:47<00:12, 4.32it/s]
80%|███████▉ | 206/258 [00:47<00:12, 4.33it/s]
80%|████████ | 207/258 [00:48<00:11, 4.32it/s]
81%|████████ | 208/258 [00:48<00:11, 4.32it/s]
81%|████████ | 209/258 [00:48<00:11, 4.33it/s]
81%|████████▏ | 210/258 [00:48<00:11, 4.32it/s]
82%|████████▏ | 211/258 [00:49<00:10, 4.32it/s]
82%|████████▏ | 212/258 [00:49<00:10, 4.32it/s]
83%|████████▎ | 213/258 [00:49<00:10, 4.32it/s]
83%|████████▎ | 214/258 [00:49<00:10, 4.32it/s]
83%|████████▎ | 215/258 [00:50<00:10, 4.30it/s]
84%|████████▎ | 216/258 [00:50<00:09, 4.31it/s]
84%|████████▍ | 217/258 [00:50<00:09, 4.32it/s]
84%|████████▍ | 218/258 [00:50<00:09, 4.31it/s]
85%|████████▍ | 219/258 [00:50<00:09, 4.31it/s]
85%|████████▌ | 220/258 [00:51<00:08, 4.31it/s]
86%|████████▌ | 221/258 [00:51<00:08, 4.32it/s]
86%|████████▌ | 222/258 [00:51<00:08, 4.31it/s]
86%|████████▋ | 223/258 [00:51<00:08, 4.31it/s]
87%|████████▋ | 224/258 [00:52<00:07, 4.31it/s]
87%|████████▋ | 225/258 [00:52<00:07, 4.29it/s]
88%|████████▊ | 226/258 [00:52<00:07, 4.30it/s]
88%|████████▊ | 227/258 [00:52<00:07, 4.30it/s]
88%|████████▊ | 228/258 [00:53<00:06, 4.30it/s]
89%|████████▉ | 229/258 [00:53<00:06, 4.32it/s]
89%|████████▉ | 230/258 [00:53<00:06, 4.32it/s]
90%|████████▉ | 231/258 [00:53<00:06, 4.32it/s]
90%|████████▉ | 232/258 [00:54<00:06, 4.32it/s]
90%|█████████ | 233/258 [00:54<00:05, 4.32it/s]
91%|█████████ | 234/258 [00:54<00:05, 4.33it/s]
91%|█████████ | 235/258 [00:54<00:05, 4.32it/s]
91%|█████████▏| 236/258 [00:54<00:05, 4.32it/s]
92%|█████████▏| 237/258 [00:55<00:04, 4.32it/s]
92%|█████████▏| 238/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 239/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 240/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 241/258 [00:56<00:03, 4.32it/s]
94%|█████████▍| 242/258 [00:56<00:03, 4.31it/s]
94%|█████████▍| 243/258 [00:56<00:03, 4.32it/s]
95%|█████████▍| 244/258 [00:56<00:03, 4.32it/s]
95%|█████████▍| 245/258 [00:57<00:03, 4.32it/s]
95%|█████████▌| 246/258 [00:57<00:02, 4.33it/s]
96%|█████████▌| 247/258 [00:57<00:02, 4.33it/s]
96%|█████████▌| 248/258 [00:57<00:02, 4.33it/s]
97%|█████████▋| 249/258 [00:57<00:02, 4.32it/s]
97%|█████████▋| 250/258 [00:58<00:01, 4.33it/s]
97%|█████████▋| 251/258 [00:58<00:01, 4.33it/s]
98%|█████████▊| 252/258 [00:58<00:01, 4.33it/s]
98%|█████████▊| 253/258 [00:58<00:01, 4.33it/s]
98%|█████████▊| 254/258 [00:59<00:00, 4.32it/s]
99%|█████████▉| 255/258 [00:59<00:00, 4.32it/s]
99%|█████████▉| 256/258 [00:59<00:00, 4.32it/s]
100%|█████████▉| 257/258 [00:59<00:00, 4.33it/s]
100%|██████████| 258/258 [00:59<00:00, 4.52it/s]
100%|██████████| 258/258 [01:00<00:00, 4.30it/s]
- Starting evalutation...
-
0it [00:00, ?it/s]
1it [00:00, 3.98it/s]
3it [00:00, 8.75it/s]
5it [00:00, 10.86it/s]
7it [00:00, 12.33it/s]
9it [00:00, 13.07it/s]
11it [00:00, 13.56it/s]
13it [00:01, 14.05it/s]
15it [00:01, 14.23it/s]
17it [00:01, 14.39it/s]
19it [00:01, 14.47it/s]
21it [00:01, 14.48it/s]
23it [00:01, 14.69it/s]
25it [00:01, 14.81it/s]
27it [00:02, 14.71it/s]
29it [00:02, 14.77it/s]
31it [00:02, 14.73it/s]
33it [00:02, 14.84it/s]
35it [00:02, 14.70it/s]
37it [00:02, 14.75it/s]
39it [00:02, 14.85it/s]
41it [00:02, 14.65it/s]
43it [00:03, 14.65it/s]
45it [00:03, 14.54it/s]
47it [00:03, 14.71it/s]
49it [00:03, 14.60it/s]
51it [00:03, 14.64it/s]
53it [00:03, 14.53it/s]
55it [00:03, 14.63it/s]
57it [00:04, 14.71it/s]
59it [00:04, 14.75it/s]
61it [00:04, 14.84it/s]
63it [00:04, 14.77it/s]
65it [00:04, 14.82it/s]
67it [00:04, 14.91it/s]
69it [00:04, 14.85it/s]
71it [00:04, 14.91it/s]
73it [00:05, 14.96it/s]
75it [00:05, 14.87it/s]
77it [00:05, 14.93it/s]
79it [00:05, 15.00it/s]
81it [00:05, 15.03it/s]
83it [00:05, 14.88it/s]
85it [00:05, 14.94it/s]
87it [00:06, 14.83it/s]
89it [00:06, 14.90it/s]
91it [00:06, 14.91it/s]
93it [00:06, 14.98it/s]
95it [00:06, 14.95it/s]
97it [00:06, 14.87it/s]
99it [00:06, 14.95it/s]
101it [00:07, 15.01it/s]
103it [00:07, 15.00it/s]
105it [00:07, 14.92it/s]
107it [00:07, 14.68it/s]
109it [00:07, 14.82it/s]
111it [00:07, 14.89it/s]
113it [00:07, 14.94it/s]
115it [00:07, 14.98it/s]
117it [00:08, 14.70it/s]
119it [00:08, 14.84it/s]
121it [00:08, 14.92it/s]
123it [00:08, 14.76it/s]
125it [00:08, 14.65it/s]
127it [00:08, 14.65it/s]
129it [00:08, 14.77it/s]
131it [00:09, 14.85it/s]
133it [00:09, 14.71it/s]
135it [00:09, 14.70it/s]
137it [00:09, 14.74it/s]
139it [00:09, 14.68it/s]
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143it [00:09, 14.77it/s]
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147it [00:10, 14.92it/s]
149it [00:10, 14.99it/s]
151it [00:10, 15.04it/s]
153it [00:10, 15.07it/s]
155it [00:10, 15.10it/s]
157it [00:10, 14.52it/s]
- loss 0.7588068252536142 correct/total: 7976/10000 accuracy 0.7976
- {'test_loss': 0.7588068252536142, 'test_accuracy': 0.7976}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3130>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:69--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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- loss 0.7845235678610528 correct/total: 7863/10000 accuracy 0.7863
- {'test_loss': 0.7845235678610528, 'test_accuracy': 0.7863}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd37f0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:70--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7734570614281734 correct/total: 7921/10000 accuracy 0.7921
- {'test_loss': 0.7734570614281734, 'test_accuracy': 0.7921}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3d30>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:71--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7702925273567248 correct/total: 7926/10000 accuracy 0.7926
- {'test_loss': 0.7702925273567248, 'test_accuracy': 0.7926}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3430>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:72--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7584426145834527 correct/total: 7955/10000 accuracy 0.7955
- {'test_loss': 0.7584426145834527, 'test_accuracy': 0.7955}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3eb0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:73--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7655472085354434 correct/total: 7941/10000 accuracy 0.7941
- {'test_loss': 0.7655472085354434, 'test_accuracy': 0.7941}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cd3970>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:74--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.73it/s]
- loss 0.7660888918455998 correct/total: 7933/10000 accuracy 0.7933
- {'test_loss': 0.7660888918455998, 'test_accuracy': 0.7933}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03bfac0130>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:75--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7585361673004308 correct/total: 7957/10000 accuracy 0.7957
- {'test_loss': 0.7585361673004308, 'test_accuracy': 0.7957}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5eb0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:76--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
0it [00:00, ?it/s]
1it [00:00, 4.39it/s]
3it [00:00, 9.15it/s]
5it [00:00, 11.49it/s]
7it [00:00, 12.79it/s]
9it [00:00, 13.57it/s]
11it [00:00, 14.06it/s]
13it [00:01, 14.39it/s]
15it [00:01, 14.63it/s]
17it [00:01, 14.73it/s]
19it [00:01, 14.70it/s]
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25it [00:01, 14.85it/s]
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29it [00:02, 14.92it/s]
31it [00:02, 14.88it/s]
33it [00:02, 14.93it/s]
35it [00:02, 14.92it/s]
37it [00:02, 14.94it/s]
39it [00:02, 14.97it/s]
41it [00:02, 15.02it/s]
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53it [00:03, 15.04it/s]
55it [00:03, 15.07it/s]
57it [00:03, 15.01it/s]
59it [00:04, 15.02it/s]
61it [00:04, 15.06it/s]
63it [00:04, 15.06it/s]
65it [00:04, 15.08it/s]
67it [00:04, 15.09it/s]
69it [00:04, 15.01it/s]
71it [00:04, 15.03it/s]
73it [00:05, 15.04it/s]
75it [00:05, 15.07it/s]
77it [00:05, 14.98it/s]
79it [00:05, 15.03it/s]
81it [00:05, 15.00it/s]
83it [00:05, 15.04it/s]
85it [00:05, 15.07it/s]
87it [00:05, 15.07it/s]
89it [00:06, 15.10it/s]
91it [00:06, 14.87it/s]
93it [00:06, 14.64it/s]
95it [00:06, 14.78it/s]
97it [00:06, 14.89it/s]
99it [00:06, 14.79it/s]
101it [00:06, 14.88it/s]
103it [00:07, 14.79it/s]
105it [00:07, 14.72it/s]
107it [00:07, 14.85it/s]
109it [00:07, 14.91it/s]
111it [00:07, 14.97it/s]
113it [00:07, 14.98it/s]
115it [00:07, 14.88it/s]
117it [00:07, 14.89it/s]
119it [00:08, 14.94it/s]
121it [00:08, 14.99it/s]
123it [00:08, 15.01it/s]
125it [00:08, 15.00it/s]
127it [00:08, 14.88it/s]
129it [00:08, 14.89it/s]
131it [00:08, 14.97it/s]
133it [00:09, 14.97it/s]
135it [00:09, 15.01it/s]
137it [00:09, 14.98it/s]
139it [00:09, 14.92it/s]
141it [00:09, 14.99it/s]
143it [00:09, 15.06it/s]
145it [00:09, 15.10it/s]
147it [00:09, 15.10it/s]
149it [00:10, 15.10it/s]
151it [00:10, 15.12it/s]
153it [00:10, 15.14it/s]
155it [00:10, 15.12it/s]
157it [00:10, 14.72it/s]
- loss 0.7478574487813718 correct/total: 7959/10000 accuracy 0.7959
- {'test_loss': 0.7478574487813718, 'test_accuracy': 0.7959}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5250>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:77--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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157it [00:10, 14.55it/s]
- loss 0.7596056527772527 correct/total: 7922/10000 accuracy 0.7922
- {'test_loss': 0.7596056527772527, 'test_accuracy': 0.7922}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5250>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:78--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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157it [00:10, 14.60it/s]
- loss 0.7588586144766231 correct/total: 7948/10000 accuracy 0.7948
- {'test_loss': 0.7588586144766231, 'test_accuracy': 0.7948}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5820>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:79--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7616043618530225 correct/total: 7923/10000 accuracy 0.7923
- {'test_loss': 0.7616043618530225, 'test_accuracy': 0.7923}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5370>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:80--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7626314084431168 correct/total: 7914/10000 accuracy 0.7914
- {'test_loss': 0.7626314084431168, 'test_accuracy': 0.7914}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc56a0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:81--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7427520727276042 correct/total: 7966/10000 accuracy 0.7966
- {'test_loss': 0.7427520727276042, 'test_accuracy': 0.7966}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5f70>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:82--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7473329257243758 correct/total: 7960/10000 accuracy 0.796
- {'test_loss': 0.7473329257243758, 'test_accuracy': 0.796}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5580>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:83--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.56it/s]
- loss 0.7468608328301436 correct/total: 7948/10000 accuracy 0.7948
- {'test_loss': 0.7468608328301436, 'test_accuracy': 0.7948}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5730>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:84--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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- loss 0.7535334075712095 correct/total: 7930/10000 accuracy 0.793
- {'test_loss': 0.7535334075712095, 'test_accuracy': 0.793}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5df0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:85--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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6%|▌ | 15/258 [00:03<00:56, 4.30it/s]
6%|▌ | 16/258 [00:04<00:56, 4.31it/s]
7%|▋ | 17/258 [00:04<00:55, 4.31it/s]
7%|▋ | 18/258 [00:04<00:55, 4.31it/s]
7%|▋ | 19/258 [00:04<00:55, 4.31it/s]
8%|▊ | 20/258 [00:04<00:55, 4.31it/s]
8%|▊ | 21/258 [00:05<00:54, 4.31it/s]
9%|▊ | 22/258 [00:05<00:54, 4.32it/s]
9%|▉ | 23/258 [00:05<00:54, 4.32it/s]
9%|▉ | 24/258 [00:05<00:54, 4.31it/s]
10%|▉ | 25/258 [00:06<00:54, 4.30it/s]
10%|█ | 26/258 [00:06<00:53, 4.31it/s]
10%|█ | 27/258 [00:06<00:53, 4.32it/s]
11%|█ | 28/258 [00:06<00:53, 4.32it/s]
11%|█ | 29/258 [00:07<00:52, 4.32it/s]
12%|█▏ | 30/258 [00:07<00:52, 4.32it/s]
12%|█▏ | 31/258 [00:07<00:52, 4.33it/s]
12%|█▏ | 32/258 [00:07<00:52, 4.30it/s]
13%|█▎ | 33/258 [00:07<00:52, 4.31it/s]
13%|█▎ | 34/258 [00:08<00:51, 4.31it/s]
14%|█▎ | 35/258 [00:08<00:51, 4.32it/s]
14%|█▍ | 36/258 [00:08<00:51, 4.33it/s]
14%|█▍ | 37/258 [00:08<00:51, 4.33it/s]
15%|█▍ | 38/258 [00:09<00:50, 4.32it/s]
15%|█▌ | 39/258 [00:09<00:50, 4.32it/s]
16%|█▌ | 40/258 [00:09<00:50, 4.33it/s]
16%|█▌ | 41/258 [00:09<00:50, 4.33it/s]
16%|█▋ | 42/258 [00:10<00:49, 4.33it/s]
17%|█▋ | 43/258 [00:10<00:49, 4.32it/s]
17%|█▋ | 44/258 [00:10<00:49, 4.31it/s]
17%|█▋ | 45/258 [00:10<00:49, 4.32it/s]
18%|█▊ | 46/258 [00:10<00:49, 4.32it/s]
18%|█▊ | 47/258 [00:11<00:48, 4.32it/s]
19%|█▊ | 48/258 [00:11<00:48, 4.33it/s]
19%|█▉ | 49/258 [00:11<00:48, 4.33it/s]
19%|█▉ | 50/258 [00:11<00:48, 4.33it/s]
20%|█▉ | 51/258 [00:12<00:47, 4.33it/s]
20%|██ | 52/258 [00:12<00:47, 4.32it/s]
21%|██ | 53/258 [00:12<00:47, 4.32it/s]
21%|██ | 54/258 [00:12<00:47, 4.32it/s]
21%|██▏ | 55/258 [00:13<00:46, 4.32it/s]
22%|██▏ | 56/258 [00:13<00:46, 4.33it/s]
22%|██▏ | 57/258 [00:13<00:46, 4.32it/s]
22%|██▏ | 58/258 [00:13<00:46, 4.32it/s]
23%|██▎ | 59/258 [00:13<00:45, 4.33it/s]
23%|██▎ | 60/258 [00:14<00:45, 4.33it/s]
24%|██▎ | 61/258 [00:14<00:45, 4.33it/s]
24%|██▍ | 62/258 [00:14<00:45, 4.32it/s]
24%|██▍ | 63/258 [00:14<00:45, 4.32it/s]
25%|██▍ | 64/258 [00:15<00:44, 4.32it/s]
25%|██▌ | 65/258 [00:15<00:44, 4.33it/s]
26%|██▌ | 66/258 [00:15<00:44, 4.30it/s]
26%|██▌ | 67/258 [00:15<00:44, 4.31it/s]
26%|██▋ | 68/258 [00:16<00:44, 4.29it/s]
27%|██▋ | 69/258 [00:16<00:43, 4.30it/s]
27%|██▋ | 70/258 [00:16<00:43, 4.31it/s]
28%|██▊ | 71/258 [00:16<00:43, 4.31it/s]
28%|██▊ | 72/258 [00:16<00:43, 4.32it/s]
28%|██▊ | 73/258 [00:17<00:42, 4.32it/s]
29%|██▊ | 74/258 [00:17<00:42, 4.32it/s]
29%|██▉ | 75/258 [00:17<00:42, 4.30it/s]
29%|██▉ | 76/258 [00:17<00:42, 4.31it/s]
30%|██▉ | 77/258 [00:18<00:41, 4.31it/s]
30%|███ | 78/258 [00:18<00:41, 4.32it/s]
31%|███ | 79/258 [00:18<00:41, 4.31it/s]
31%|███ | 80/258 [00:18<00:41, 4.31it/s]
31%|███▏ | 81/258 [00:19<00:41, 4.30it/s]
32%|███▏ | 82/258 [00:19<00:40, 4.30it/s]
32%|███▏ | 83/258 [00:19<00:40, 4.31it/s]
33%|███▎ | 84/258 [00:19<00:40, 4.31it/s]
33%|███▎ | 85/258 [00:19<00:40, 4.31it/s]
33%|███▎ | 86/258 [00:20<00:39, 4.31it/s]
34%|███▎ | 87/258 [00:20<00:39, 4.32it/s]
34%|███▍ | 88/258 [00:20<00:39, 4.32it/s]
34%|███▍ | 89/258 [00:20<00:39, 4.32it/s]
35%|███▍ | 90/258 [00:21<00:38, 4.32it/s]
35%|███▌ | 91/258 [00:21<00:38, 4.32it/s]
36%|███▌ | 92/258 [00:21<00:38, 4.31it/s]
36%|███▌ | 93/258 [00:21<00:38, 4.31it/s]
36%|███▋ | 94/258 [00:22<00:37, 4.32it/s]
37%|███▋ | 95/258 [00:22<00:37, 4.32it/s]
37%|███▋ | 96/258 [00:22<00:37, 4.32it/s]
38%|███▊ | 97/258 [00:22<00:37, 4.32it/s]
38%|███▊ | 98/258 [00:23<00:37, 4.32it/s]
38%|███▊ | 99/258 [00:23<00:36, 4.32it/s]
39%|███▉ | 100/258 [00:23<00:36, 4.32it/s]
39%|███▉ | 101/258 [00:23<00:36, 4.33it/s]
40%|███▉ | 102/258 [00:23<00:36, 4.33it/s]
40%|███▉ | 103/258 [00:24<00:35, 4.33it/s]
40%|████ | 104/258 [00:24<00:35, 4.33it/s]
41%|████ | 105/258 [00:24<00:35, 4.33it/s]
41%|████ | 106/258 [00:24<00:35, 4.33it/s]
41%|████▏ | 107/258 [00:25<00:34, 4.32it/s]
42%|████▏ | 108/258 [00:25<00:34, 4.31it/s]
42%|████▏ | 109/258 [00:25<00:34, 4.31it/s]
43%|████▎ | 110/258 [00:25<00:34, 4.32it/s]
43%|████▎ | 111/258 [00:26<00:33, 4.33it/s]
43%|████▎ | 112/258 [00:26<00:33, 4.33it/s]
44%|████▍ | 113/258 [00:26<00:33, 4.33it/s]
44%|████▍ | 114/258 [00:26<00:33, 4.33it/s]
45%|████▍ | 115/258 [00:26<00:33, 4.33it/s]
45%|████▍ | 116/258 [00:27<00:32, 4.32it/s]
45%|████▌ | 117/258 [00:27<00:32, 4.33it/s]
46%|████▌ | 118/258 [00:27<00:32, 4.32it/s]
46%|████▌ | 119/258 [00:27<00:32, 4.32it/s]
47%|████▋ | 120/258 [00:28<00:31, 4.33it/s]
47%|████▋ | 121/258 [00:28<00:31, 4.32it/s]
47%|████▋ | 122/258 [00:28<00:31, 4.32it/s]
48%|████▊ | 123/258 [00:28<00:31, 4.30it/s]
48%|████▊ | 124/258 [00:29<00:31, 4.30it/s]
48%|████▊ | 125/258 [00:29<00:30, 4.31it/s]
49%|████▉ | 126/258 [00:29<00:30, 4.31it/s]
49%|████▉ | 127/258 [00:29<00:30, 4.32it/s]
50%|████▉ | 128/258 [00:29<00:30, 4.32it/s]
50%|█████ | 129/258 [00:30<00:29, 4.32it/s]
50%|█████ | 130/258 [00:30<00:29, 4.32it/s]
51%|█████ | 131/258 [00:30<00:29, 4.32it/s]
51%|█████ | 132/258 [00:30<00:29, 4.32it/s]
52%|█████▏ | 133/258 [00:31<00:28, 4.32it/s]
52%|█████▏ | 134/258 [00:31<00:28, 4.32it/s]
52%|█████▏ | 135/258 [00:31<00:28, 4.33it/s]
53%|█████▎ | 136/258 [00:31<00:28, 4.32it/s]
53%|█████▎ | 137/258 [00:32<00:28, 4.32it/s]
53%|█████▎ | 138/258 [00:32<00:27, 4.32it/s]
54%|█████▍ | 139/258 [00:32<00:27, 4.32it/s]
54%|█████▍ | 140/258 [00:32<00:27, 4.32it/s]
55%|█████▍ | 141/258 [00:32<00:27, 4.31it/s]
55%|█████▌ | 142/258 [00:33<00:26, 4.31it/s]
55%|█████▌ | 143/258 [00:33<00:26, 4.32it/s]
56%|█████▌ | 144/258 [00:33<00:26, 4.31it/s]
56%|█████▌ | 145/258 [00:33<00:26, 4.32it/s]
57%|█████▋ | 146/258 [00:34<00:25, 4.31it/s]
57%|█████▋ | 147/258 [00:34<00:25, 4.32it/s]
57%|█████▋ | 148/258 [00:34<00:25, 4.32it/s]
58%|█████▊ | 149/258 [00:34<00:25, 4.32it/s]
58%|█████▊ | 150/258 [00:35<00:24, 4.32it/s]
59%|█████▊ | 151/258 [00:35<00:24, 4.32it/s]
59%|█████▉ | 152/258 [00:35<00:24, 4.32it/s]
59%|█████▉ | 153/258 [00:35<00:24, 4.32it/s]
60%|█████▉ | 154/258 [00:35<00:24, 4.29it/s]
60%|██████ | 155/258 [00:36<00:24, 4.26it/s]
60%|██████ | 156/258 [00:36<00:23, 4.29it/s]
61%|██████ | 157/258 [00:36<00:23, 4.30it/s]
61%|██████ | 158/258 [00:36<00:23, 4.31it/s]
62%|██████▏ | 159/258 [00:37<00:22, 4.31it/s]
62%|██████▏ | 160/258 [00:37<00:22, 4.32it/s]
62%|██████▏ | 161/258 [00:37<00:22, 4.31it/s]
63%|██████▎ | 162/258 [00:37<00:22, 4.32it/s]
63%|██████▎ | 163/258 [00:38<00:21, 4.32it/s]
64%|██████▎ | 164/258 [00:38<00:21, 4.32it/s]
64%|██████▍ | 165/258 [00:38<00:21, 4.32it/s]
64%|██████▍ | 166/258 [00:38<00:21, 4.33it/s]
65%|██████▍ | 167/258 [00:38<00:21, 4.32it/s]
65%|██████▌ | 168/258 [00:39<00:20, 4.32it/s]
66%|██████▌ | 169/258 [00:39<00:20, 4.32it/s]
66%|██████▌ | 170/258 [00:39<00:20, 4.32it/s]
66%|██████▋ | 171/258 [00:39<00:20, 4.33it/s]
67%|██████▋ | 172/258 [00:40<00:19, 4.33it/s]
67%|██████▋ | 173/258 [00:40<00:19, 4.33it/s]
67%|██████▋ | 174/258 [00:40<00:19, 4.33it/s]
68%|██████▊ | 175/258 [00:40<00:19, 4.31it/s]
68%|██████▊ | 176/258 [00:41<00:18, 4.32it/s]
69%|██████▊ | 177/258 [00:41<00:18, 4.32it/s]
69%|██████▉ | 178/258 [00:41<00:18, 4.32it/s]
69%|██████▉ | 179/258 [00:41<00:18, 4.33it/s]
70%|██████▉ | 180/258 [00:41<00:18, 4.32it/s]
70%|███████ | 181/258 [00:42<00:17, 4.32it/s]
71%|███████ | 182/258 [00:42<00:17, 4.32it/s]
71%|███████ | 183/258 [00:42<00:17, 4.32it/s]
71%|███████▏ | 184/258 [00:42<00:17, 4.33it/s]
72%|███████▏ | 185/258 [00:43<00:16, 4.32it/s]
72%|███████▏ | 186/258 [00:43<00:16, 4.32it/s]
72%|███████▏ | 187/258 [00:43<00:16, 4.33it/s]
73%|███████▎ | 188/258 [00:43<00:16, 4.32it/s]
73%|███████▎ | 189/258 [00:44<00:15, 4.32it/s]
74%|███████▎ | 190/258 [00:44<00:15, 4.32it/s]
74%|███████▍ | 191/258 [00:44<00:15, 4.32it/s]
74%|███████▍ | 192/258 [00:44<00:15, 4.32it/s]
75%|███████▍ | 193/258 [00:44<00:15, 4.33it/s]
75%|███████▌ | 194/258 [00:45<00:14, 4.32it/s]
76%|███████▌ | 195/258 [00:45<00:14, 4.32it/s]
76%|███████▌ | 196/258 [00:45<00:14, 4.31it/s]
76%|███████▋ | 197/258 [00:45<00:14, 4.32it/s]
77%|███████▋ | 198/258 [00:46<00:13, 4.32it/s]
77%|███████▋ | 199/258 [00:46<00:13, 4.32it/s]
78%|███████▊ | 200/258 [00:46<00:13, 4.32it/s]
78%|███████▊ | 201/258 [00:46<00:13, 4.32it/s]
78%|███████▊ | 202/258 [00:47<00:12, 4.32it/s]
79%|███████▊ | 203/258 [00:47<00:12, 4.31it/s]
79%|███████▉ | 204/258 [00:47<00:12, 4.32it/s]
79%|███████▉ | 205/258 [00:47<00:12, 4.32it/s]
80%|███████▉ | 206/258 [00:48<00:12, 4.32it/s]
80%|████████ | 207/258 [00:48<00:11, 4.32it/s]
81%|████████ | 208/258 [00:48<00:11, 4.33it/s]
81%|████████ | 209/258 [00:48<00:11, 4.33it/s]
81%|████████▏ | 210/258 [00:48<00:11, 4.33it/s]
82%|████████▏ | 211/258 [00:49<00:10, 4.33it/s]
82%|████████▏ | 212/258 [00:49<00:10, 4.33it/s]
83%|████████▎ | 213/258 [00:49<00:10, 4.33it/s]
83%|████████▎ | 214/258 [00:49<00:10, 4.33it/s]
83%|████████▎ | 215/258 [00:50<00:09, 4.32it/s]
84%|████████▎ | 216/258 [00:50<00:09, 4.32it/s]
84%|████████▍ | 217/258 [00:50<00:09, 4.32it/s]
84%|████████▍ | 218/258 [00:50<00:09, 4.32it/s]
85%|████████▍ | 219/258 [00:51<00:09, 4.31it/s]
85%|████████▌ | 220/258 [00:51<00:08, 4.32it/s]
86%|████████▌ | 221/258 [00:51<00:08, 4.23it/s]
86%|████████▌ | 222/258 [00:51<00:08, 4.25it/s]
86%|████████▋ | 223/258 [00:51<00:08, 4.25it/s]
87%|████████▋ | 224/258 [00:52<00:07, 4.28it/s]
87%|████████▋ | 225/258 [00:52<00:07, 4.28it/s]
88%|████████▊ | 226/258 [00:52<00:07, 4.31it/s]
88%|████████▊ | 227/258 [00:52<00:07, 4.32it/s]
88%|████████▊ | 228/258 [00:53<00:07, 4.25it/s]
89%|████████▉ | 229/258 [00:53<00:06, 4.27it/s]
89%|████████▉ | 230/258 [00:53<00:06, 4.28it/s]
90%|████████▉ | 231/258 [00:53<00:06, 4.29it/s]
90%|████████▉ | 232/258 [00:54<00:06, 4.30it/s]
90%|█████████ | 233/258 [00:54<00:05, 4.31it/s]
91%|█████████ | 234/258 [00:54<00:05, 4.31it/s]
91%|█████████ | 235/258 [00:54<00:05, 4.32it/s]
91%|█████████▏| 236/258 [00:54<00:05, 4.32it/s]
92%|█████████▏| 237/258 [00:55<00:04, 4.32it/s]
92%|█████████▏| 238/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 239/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 240/258 [00:55<00:04, 4.32it/s]
93%|█████████▎| 241/258 [00:56<00:03, 4.30it/s]
94%|█████████▍| 242/258 [00:56<00:03, 4.31it/s]
94%|█████████▍| 243/258 [00:56<00:03, 4.31it/s]
95%|█████████▍| 244/258 [00:56<00:03, 4.32it/s]
95%|█████████▍| 245/258 [00:57<00:03, 4.32it/s]
95%|█████████▌| 246/258 [00:57<00:02, 4.32it/s]
96%|█████████▌| 247/258 [00:57<00:02, 4.32it/s]
96%|█████████▌| 248/258 [00:57<00:02, 4.33it/s]
97%|█████████▋| 249/258 [00:57<00:02, 4.33it/s]
97%|█████████▋| 250/258 [00:58<00:01, 4.33it/s]
97%|█████████▋| 251/258 [00:58<00:01, 4.34it/s]
98%|█████████▊| 252/258 [00:58<00:01, 4.34it/s]
98%|█████████▊| 253/258 [00:58<00:01, 4.34it/s]
98%|█████████▊| 254/258 [00:59<00:00, 4.33it/s]
99%|█████████▉| 255/258 [00:59<00:00, 4.33it/s]
99%|█████████▉| 256/258 [00:59<00:00, 4.33it/s]
100%|█████████▉| 257/258 [00:59<00:00, 4.32it/s]
100%|██████████| 258/258 [01:00<00:00, 4.51it/s]
100%|██████████| 258/258 [01:00<00:00, 4.29it/s]
- Starting evalutation...
-
0it [00:00, ?it/s]
1it [00:00, 4.33it/s]
3it [00:00, 8.33it/s]
5it [00:00, 10.86it/s]
7it [00:00, 12.32it/s]
9it [00:00, 13.25it/s]
11it [00:00, 13.85it/s]
13it [00:01, 14.26it/s]
15it [00:01, 14.52it/s]
17it [00:01, 14.61it/s]
19it [00:01, 14.65it/s]
21it [00:01, 14.50it/s]
23it [00:01, 14.60it/s]
25it [00:01, 14.75it/s]
27it [00:01, 14.86it/s]
29it [00:02, 14.71it/s]
31it [00:02, 14.84it/s]
33it [00:02, 14.91it/s]
35it [00:02, 14.96it/s]
37it [00:02, 14.83it/s]
39it [00:02, 14.93it/s]
41it [00:02, 14.98it/s]
43it [00:03, 15.01it/s]
45it [00:03, 14.87it/s]
47it [00:03, 14.96it/s]
49it [00:03, 15.01it/s]
51it [00:03, 15.03it/s]
53it [00:03, 14.84it/s]
55it [00:03, 14.81it/s]
57it [00:04, 14.91it/s]
59it [00:04, 14.98it/s]
61it [00:04, 14.83it/s]
63it [00:04, 14.73it/s]
65it [00:04, 14.84it/s]
67it [00:04, 14.85it/s]
69it [00:04, 14.94it/s]
71it [00:04, 15.00it/s]
73it [00:05, 14.94it/s]
75it [00:05, 14.99it/s]
77it [00:05, 14.88it/s]
79it [00:05, 14.97it/s]
81it [00:05, 15.02it/s]
83it [00:05, 15.03it/s]
85it [00:05, 14.88it/s]
87it [00:06, 14.74it/s]
89it [00:06, 14.86it/s]
91it [00:06, 14.71it/s]
93it [00:06, 14.84it/s]
95it [00:06, 14.94it/s]
97it [00:06, 14.99it/s]
99it [00:06, 15.02it/s]
101it [00:06, 15.05it/s]
103it [00:07, 15.04it/s]
105it [00:07, 15.03it/s]
107it [00:07, 15.02it/s]
109it [00:07, 14.89it/s]
111it [00:07, 14.86it/s]
113it [00:07, 14.91it/s]
115it [00:07, 14.98it/s]
117it [00:08, 15.00it/s]
119it [00:08, 14.94it/s]
121it [00:08, 14.99it/s]
123it [00:08, 15.02it/s]
125it [00:08, 15.03it/s]
127it [00:08, 15.03it/s]
129it [00:08, 15.06it/s]
131it [00:08, 14.91it/s]
133it [00:09, 14.96it/s]
135it [00:09, 15.01it/s]
137it [00:09, 15.00it/s]
139it [00:09, 14.88it/s]
141it [00:09, 14.97it/s]
143it [00:09, 15.02it/s]
145it [00:09, 15.07it/s]
147it [00:10, 15.10it/s]
149it [00:10, 15.13it/s]
151it [00:10, 15.15it/s]
153it [00:10, 15.15it/s]
155it [00:10, 15.14it/s]
157it [00:10, 14.64it/s]
- loss 0.7662602669683991 correct/total: 7891/10000 accuracy 0.7891
- {'test_loss': 0.7662602669683991, 'test_accuracy': 0.7891}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5070>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:86--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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157it [00:10, 14.54it/s]
- loss 0.7433968119940181 correct/total: 7953/10000 accuracy 0.7953
- {'test_loss': 0.7433968119940181, 'test_accuracy': 0.7953}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5580>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:87--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.751624080500785 correct/total: 7911/10000 accuracy 0.7911
- {'test_loss': 0.751624080500785, 'test_accuracy': 0.7911}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf58b0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:88--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7407282692421774 correct/total: 7951/10000 accuracy 0.7951
- {'test_loss': 0.7407282692421774, 'test_accuracy': 0.7951}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5250>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:89--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7308124238328569 correct/total: 7986/10000 accuracy 0.7986
- {'test_loss': 0.7308124238328569, 'test_accuracy': 0.7986}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5be0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:90--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7643491726392394 correct/total: 7902/10000 accuracy 0.7902
- {'test_loss': 0.7643491726392394, 'test_accuracy': 0.7902}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5490>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:91--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.49it/s]
- loss 0.7369455988429914 correct/total: 7950/10000 accuracy 0.795
- {'test_loss': 0.7369455988429914, 'test_accuracy': 0.795}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5400>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:92--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7285227293421508 correct/total: 7990/10000 accuracy 0.799
- {'test_loss': 0.7285227293421508, 'test_accuracy': 0.799}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5d90>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:93--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
0it [00:00, ?it/s]
1it [00:00, 3.59it/s]
3it [00:00, 8.19it/s]
5it [00:00, 10.70it/s]
7it [00:00, 12.20it/s]
9it [00:00, 13.18it/s]
11it [00:00, 13.80it/s]
13it [00:01, 14.22it/s]
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87it [00:06, 14.99it/s]
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91it [00:06, 14.83it/s]
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95it [00:06, 14.98it/s]
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101it [00:06, 15.04it/s]
103it [00:07, 14.95it/s]
105it [00:07, 14.99it/s]
107it [00:07, 15.02it/s]
109it [00:07, 15.05it/s]
111it [00:07, 15.08it/s]
113it [00:07, 14.80it/s]
115it [00:07, 14.79it/s]
117it [00:08, 14.87it/s]
119it [00:08, 14.88it/s]
121it [00:08, 14.82it/s]
123it [00:08, 14.90it/s]
125it [00:08, 14.96it/s]
127it [00:08, 14.86it/s]
129it [00:08, 14.89it/s]
131it [00:08, 14.96it/s]
133it [00:09, 15.02it/s]
135it [00:09, 14.97it/s]
137it [00:09, 14.92it/s]
139it [00:09, 14.98it/s]
141it [00:09, 15.00it/s]
143it [00:09, 15.03it/s]
145it [00:09, 15.07it/s]
147it [00:10, 15.09it/s]
149it [00:10, 15.09it/s]
151it [00:10, 15.10it/s]
153it [00:10, 15.08it/s]
155it [00:10, 15.09it/s]
157it [00:10, 14.63it/s]
- loss 0.73374191856688 correct/total: 7949/10000 accuracy 0.7949
- {'test_loss': 0.73374191856688, 'test_accuracy': 0.7949}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5f70>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:94--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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103it [00:07, 15.09it/s]
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155it [00:10, 15.11it/s]
157it [00:10, 14.76it/s]
- loss 0.734431104770132 correct/total: 7961/10000 accuracy 0.7961
- {'test_loss': 0.734431104770132, 'test_accuracy': 0.7961}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5d60>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:95--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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157it [00:10, 14.44it/s]
- loss 0.7455807570249412 correct/total: 7931/10000 accuracy 0.7931
- {'test_loss': 0.7455807570249412, 'test_accuracy': 0.7931}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf55e0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:96--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
-
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- Starting evalutation...
-
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- loss 0.71672953333065 correct/total: 8028/10000 accuracy 0.8028
- {'test_loss': 0.71672953333065, 'test_accuracy': 0.8028}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc58b0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:97--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7353395002472932 correct/total: 7944/10000 accuracy 0.7944
- {'test_loss': 0.7353395002472932, 'test_accuracy': 0.7944}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5970>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:98--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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- loss 0.7401177410487156 correct/total: 7956/10000 accuracy 0.7956
- {'test_loss': 0.7401177410487156, 'test_accuracy': 0.7956}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cc5550>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- ----------current epoch:99--------------
- get_model_params
- SETTING PARAMETERS
- set_model_params
- Starting training...
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- Starting evalutation...
-
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157it [00:10, 14.64it/s]
- loss 0.7456549001727134 correct/total: 7909/10000 accuracy 0.7909
- {'test_loss': 0.7456549001727134, 'test_accuracy': 0.7909}
- get_model_params
- HTTPConnectionPool(host='12', port=12): Max retries exceeded with url: /api/service/task_training_data/add (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f03b5cf5be0>: Failed to establish a new connection: [Errno 22] Invalid argument'))
- None
- Dry Run Successful
|