adirik/wonder3d 🖼️🔢✓ → 🖼️

▶️ 3.0K runs 📅 Nov 2023 ⚙️ Cog 0.8.3 🔗 GitHub 📄 Paper ⚖️ License
3d-asset-generation image-to-3d

About

Generates 3D assets from images

Example Output

Output

Example output

Performance Metrics

341.91s Prediction Time
509.90s Total Time
All Input Parameters
{
  "image": "https://replicate.delivery/pbxt/JsjxC7Lc2J1G4fE4nP84HflbG4gdlfQ1TbVpRjkz90Wdz7EQ/sample2.png",
  "num_steps": 3000,
  "remove_bg": true
}
Input Parameters
image Type: string
Input image to convert to 3D
num_steps Type: integerDefault: 3000Range: 100 - 10000
Number of iterations
remove_bg Type: booleanDefault: true
Whether to remove image background. Set to false only if uploading image with removed background.
random_seed Type: integer
Random seed for reproducibility, leave blank to randomize output
Output Schema

Output

Type: stringFormat: uri

Example Execution Logs
[INFO] background removal...
Downloading data from 'https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnx' to file '/root/.u2net/u2net.onnx'.
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2024-02-28 11:03:25.483735287 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1015, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.483744007 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1013, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.483752737 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1016, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.483739637 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1012, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.483820006 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1017, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.484112045 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1031, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.484101856 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1014, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.488577771 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1040, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.488607011 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1029, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.492487849 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1046, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.494331073 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1030, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.488527101 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1045, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.488526661 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1053, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.488527661 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1054, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.488537261 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1049, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.488540971 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1041, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.488566821 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1042, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.524529816 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1028, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.528494214 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1044, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.536484878 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1047, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.541202214 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1034, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.544319524 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1043, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.504502280 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1055, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.512490115 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1052, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.504561880 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1039, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.544526063 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1038, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.504545420 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1057, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.544299944 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1048, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.504551740 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1056, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.520540219 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1050, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.504515590 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1058, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.544545843 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1037, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.544590033 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1032, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.544592583 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1036, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.560511082 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1051, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.560503122 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1033, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:25.560576472 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1035, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
preprocessed the image
0it [00:00, ?it/s]/src/mvdiffusion/data/single_image_dataset.py:276: UserWarning: Creating a tensor from a list of numpy.ndarrays is extremely slow. Please consider converting the list to a single numpy.ndarray with numpy.array() before converting to a tensor. (Triggered internally at ../torch/csrc/utils/tensor_new.cpp:261.)
elevations = torch.as_tensor(elevations).float().squeeze(1)
2024-02-28 11:03:40.030220793 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1270, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.030271523 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1271, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.030289672 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1272, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.030319322 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1273, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.030383202 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1274, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.030394332 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1275, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.032590305 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1290, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.040495270 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1294, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.044479207 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1295, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.048482155 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1296, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.048481125 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1291, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.048494585 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1297, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.052477072 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1292, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.052492761 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1286, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.055594882 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1287, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.056478449 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1298, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.056490349 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1299, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.060475456 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1308, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.060477416 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1300, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.060476446 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1288, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.064473593 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1309, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.064474983 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1289, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.064485813 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1313, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.068478881 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1310, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.068487850 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1316, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.070130335 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1302, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.070757543 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1303, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.071165252 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1304, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.072294809 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1305, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.072473518 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1311, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.068479421 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1315, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.072483868 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1312, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.075832927 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1306, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.072474088 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1314, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.064475983 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1301, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.056480149 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1293, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:40.084518699 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1307, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.798397117 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1337, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.798432557 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1338, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.798399897 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1336, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.798438687 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1339, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.798526717 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1340, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.798569757 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1341, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.798949625 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1355, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.808495054 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1357, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.808516385 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1365, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.808501605 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1361, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.808494954 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1364, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.812486192 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1358, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.812486082 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1362, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.812490932 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1356, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.816483669 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1366, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.816485380 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1363, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.816483869 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1359, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.816498500 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1360, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.816507669 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1367, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.820480906 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1371, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.824483084 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1368, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.824484604 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1372, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.824484964 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1374, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.828481331 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1373, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.828482651 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1375, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.828492791 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1370, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.828501081 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1353, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.828480921 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1369, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.832480058 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1376, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.832481018 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1380, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.836490435 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1377, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.836530255 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1382, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.840493763 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1378, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.840517393 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1352, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.836494245 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1381, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.844513410 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1354, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:43.847749799 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1379, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.924530086 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1406, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.924578786 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1408, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.924646165 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1410, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.924662885 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1407, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.924662905 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1409, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.924712125 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1411, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.936480218 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1422, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.940475195 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1423, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.940489505 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1424, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.944481942 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1440, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.944499482 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1442, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.946637895 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1431, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.948480589 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1449, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.948482309 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1425, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.948494169 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1438, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.952485197 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1439, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.952502407 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1429, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.948480879 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1432, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.952533827 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1426, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.954569970 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1427, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.956478054 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1443, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.952485817 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1430, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.956492804 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1451, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.956493384 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1436, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.956516074 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1437, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.956478464 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1450, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.960481182 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1444, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.960483142 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1433, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.960481862 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1452, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.964480048 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1428, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.964481498 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1434, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.944482393 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1441, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.968478486 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1445, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.956478734 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1435, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.970539299 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1446, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.972481333 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1447, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:46.976481930 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1448, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.433516074 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1472, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.433530904 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1471, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.433554734 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1474, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.433556434 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1473, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.433599044 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1475, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.433615664 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1476, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.444478339 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1490, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.448477006 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1487, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.448479586 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1509, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.448482796 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1497, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.448495126 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1495, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.448507626 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1510, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.448496226 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1498, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.452474954 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1500, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.452476754 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1496, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.455638913 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1517, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.455894663 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1511, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.456475541 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1499, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.456476550 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1489, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.456486910 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1513, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.458864553 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1501, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.456475761 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1512, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.460475808 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1502, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.460476588 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1488, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.460489758 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1492, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.463920097 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1506, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.464476795 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1514, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.464479575 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1504, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.464495385 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1515, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.464477175 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1503, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.460475878 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1491, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.468475283 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1507, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.468477223 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1505, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.468487013 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1493, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.448481226 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1494, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.472480290 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1508, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:50.476476637 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1516, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.393059002 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1536, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.393057362 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1537, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.393089202 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1538, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.393105262 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1539, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.393153151 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1541, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.393408861 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1540, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.393453270 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1552, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.393456150 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1554, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.400484408 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1557, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.404475556 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1565, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.404487856 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1580, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.408288743 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1556, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.408482293 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1566, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.408483483 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1579, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.412482700 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1559, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.412485690 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1578, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.412483480 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1567, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.412504230 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1569, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.412514750 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1570, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.416477797 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1577, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.416492768 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1572, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.416511637 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1562, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.416524547 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1558, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.420484645 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1581, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.420502285 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1564, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.412494170 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1568, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.424482512 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1573, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.416480068 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1571, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.424495122 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1561, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.424501302 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1574, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.424517632 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1575, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.428480679 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1555, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.428483299 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1553, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.424481912 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1582, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.424482482 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1560, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.432478306 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1576, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:53.420486215 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1563, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.353596666 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1601, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.353645916 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1603, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.353664646 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1600, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.353662296 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1602, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.353702236 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1604, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.353733856 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1605, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.356861165 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1617, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.368519689 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1616, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.372479286 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1619, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.376474463 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1640, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.376477833 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1621, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.378956095 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1620, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.380477331 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1641, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.380479911 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1622, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.376475163 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1618, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.384009599 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1628, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.384472688 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1642, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.384473628 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1623, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.388472915 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1643, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.388474275 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1629, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.388472675 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1624, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.388484755 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1630, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.392472592 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1631, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.392474692 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1644, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.392535982 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1632, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.394228417 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1638, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.396478220 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1625, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.396488680 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1646, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.396512890 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1637, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.399177511 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1639, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.396478640 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1645, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.400473697 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1626, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.404477434 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1627, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.405452161 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1633, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.408480351 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1634, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.412480469 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1635, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:56.412490829 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1636, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.417369761 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1666, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.417388330 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1665, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.417507140 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1669, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.417714589 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1668, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.417715369 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1670, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.417788369 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1667, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.424489658 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1705, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.424491758 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1708, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.428486645 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1709, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.432476322 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1711, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.432480572 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1707, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.432480912 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1710, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.436477739 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1704, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.436481489 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1703, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.440475137 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1706, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.440488137 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1701, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.440476117 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1702, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.446704297 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1681, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.448480101 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1686, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.448482411 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1688, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.452479158 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1687, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.452480649 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1697, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.456477936 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1696, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.456479676 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1690, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.460477333 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1691, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.460479513 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1693, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.460490323 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1689, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.460511823 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1682, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.462103368 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1683, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.462983555 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1692, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.460479343 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1700, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.464478500 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1694, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.464491240 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1695, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.468474927 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1698, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.468482547 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1684, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.472478535 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1699, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:03:59.504475913 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1685, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.696560007 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1731, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.696575517 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1730, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.696610397 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1733, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.696610637 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1732, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.696684227 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1734, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.697302425 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1748, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.700487065 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1751, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.700556284 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1735, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.704481922 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1752, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.712537926 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1749, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.716487464 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1750, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.716506724 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1756, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.719133916 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1746, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.724480648 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1757, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.728479646 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1758, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.732028374 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1747, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.732477483 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1768, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.736480500 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1769, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.736548700 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1770, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.737087668 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1753, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.740481617 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1774, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.740528337 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1764, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.740541407 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1772, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.742143372 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1754, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.744172985 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1771, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.744486655 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1775, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.748479202 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1755, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.748493512 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1761, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.748530482 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1759, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.748479402 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1776, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.748481102 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1763, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.756483956 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1765, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.756478116 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1773, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.760480284 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1766, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.764475500 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1762, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.764478860 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1767, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:02.764479980 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1760, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.668884432 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1798, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.668897431 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1797, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.668931911 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1800, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.668932961 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1799, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.669007671 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1802, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.669011541 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1801, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.672534909 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1821, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.680522454 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1815, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.684474042 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1816, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.684485662 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1819, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.688476809 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1820, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.688479699 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1822, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.688495089 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1813, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.692475386 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1837, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.692477316 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1823, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.692477406 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1814, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.694234500 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1824, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.696474124 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1817, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.696487624 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1826, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.696485604 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1839, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.700477290 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1827, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.700478510 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1840, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.700489670 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1829, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.696474464 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1838, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.704473968 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1830, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.704474148 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1828, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.708478025 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1841, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.708488765 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1835, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.708489395 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1832, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.708499545 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1836, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.712476522 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1842, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.708478625 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1831, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.696474844 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1825, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.700477600 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1818, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.716473259 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1843, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.712476833 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1833, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:05.708478055 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1834, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.646238539 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1864, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.646264519 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1865, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.646274648 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1866, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.646242859 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1863, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.646321978 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1867, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.646428088 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1868, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.646608367 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1879, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.656487326 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1884, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.660479563 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1890, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.660486753 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1887, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.664471830 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1893, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.664476330 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1892, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.664483370 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1886, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.668387548 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1885, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.668389308 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1880, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.668479997 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1883, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.668479088 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1894, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.671861157 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1888, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.672477155 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1901, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.672478625 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1898, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.676480312 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1902, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.676481022 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1891, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.676483822 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1899, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.676492232 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1903, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.676493702 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1895, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.676502842 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1896, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.680472059 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1897, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.680473059 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1900, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.680484919 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1907, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.684473277 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1908, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.687023169 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1904, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.688473834 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1909, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.692476391 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1905, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.692540641 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1906, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.697137806 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1881, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.676479892 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1889, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:08.702191980 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1882, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.956266424 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1935, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.956300834 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1934, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.956322264 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1937, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.956317114 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1936, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.956385854 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1939, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.956396134 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1938, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.964479788 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1962, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.964483948 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1961, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.968476475 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1963, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.968481195 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1973, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.971519576 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1964, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.972471823 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1967, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.972481853 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1975, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.972471893 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1974, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.976479149 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1968, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.976506589 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1951, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.976532399 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1965, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.978509363 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1956, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.980479647 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1976, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.980486807 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1972, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.980485707 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1957, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.980486257 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1966, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.984476304 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1971, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.984483184 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1958, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.986694087 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1969, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.988477142 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1977, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.988479572 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1955, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.991748641 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1970, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.988477322 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1959, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.992472269 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1978, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.992483069 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1954, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:11.996473656 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1979, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:12.000471384 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1980, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:12.000473824 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1960, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:12.000484633 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1953, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:12.008495267 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1950, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:12.020483019 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1952, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.172353118 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2000, index: 1, mask: {2, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.172367118 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 1999, index: 0, mask: {1, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.172407748 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2002, index: 3, mask: {4, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.172400228 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2001, index: 2, mask: {3, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.172486358 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2004, index: 5, mask: {6, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.172490268 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2003, index: 4, mask: {5, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.176485565 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2039, index: 40, mask: {41, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.176490445 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2029, index: 30, mask: {31, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.176506675 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2031, index: 32, mask: {33, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.176489855 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2030, index: 31, mask: {32, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.180477463 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2028, index: 29, mask: {30, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.180478063 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2040, index: 41, mask: {42, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.180479133 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2033, index: 34, mask: {35, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.184476310 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2041, index: 42, mask: {43, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.184477520 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2034, index: 35, mask: {36, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.184489010 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2025, index: 26, mask: {27, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.184513890 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2035, index: 36, mask: {37, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.184477410 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2032, index: 33, mask: {34, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.188477827 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2036, index: 37, mask: {38, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.188478337 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2042, index: 43, mask: {44, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.188479217 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2023, index: 24, mask: {25, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.192475945 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2043, index: 44, mask: {45, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.192477985 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2037, index: 38, mask: {39, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.192486414 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2020, index: 21, mask: {22, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.192475925 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2022, index: 23, mask: {24, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.196476011 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2024, index: 25, mask: {26, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.196477261 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2044, index: 45, mask: {46, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.196478321 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2015, index: 16, mask: {17, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.196541221 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2021, index: 22, mask: {23, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.196475631 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2038, index: 39, mask: {40, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.200479539 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2045, index: 46, mask: {47, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.204479466 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2026, index: 27, mask: {28, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.206056111 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2017, index: 18, mask: {19, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.208479754 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2027, index: 28, mask: {29, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.212480680 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2019, index: 20, mask: {21, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.224485052 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2016, index: 17, mask: {18, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-02-28 11:04:15.248507576 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 2018, index: 19, mask: {20, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
1it [00:49, 49.29s/it]
1it [00:49, 49.80s/it]
generated the views
Global seed set to 7039
/root/.pyenv/versions/3.9.18/lib/python3.9/site-packages/torch/nn/utils/weight_norm.py:30: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
Using finite difference to compute gradients with eps=progressive
Using 16bit None Automatic Mixed Precision (AMP)
GPU available: True (cuda), used: True
TPU available: False, using: 0 TPU cores
IPU available: False, using: 0 IPUs
HPU available: False, using: 0 HPUs
/root/.pyenv/versions/3.9.18/lib/python3.9/site-packages/pytorch_lightning/trainer/connectors/logger_connector/logger_connector.py:67: UserWarning: Starting from v1.9.0, `tensorboardX` has been removed as a dependency of the `pytorch_lightning` package, due to potential conflicts with other packages in the ML ecosystem. For this reason, `logger=True` will use `CSVLogger` as the default logger, unless the `tensorboard` or `tensorboardX` packages are found. Please `pip install lightning[extra]` or one of them to enable TensorBoard support by default
warning_cache.warn(
`Trainer(limit_train_batches=1.0)` was configured so 100% of the batches per epoch will be used..
[rank: 0] Global seed set to 7039
Initializing distributed: GLOBAL_RANK: 0, MEMBER: 1/1
----------------------------------------------------------------------------------------------------
distributed_backend=nccl
All distributed processes registered. Starting with 1 processes
----------------------------------------------------------------------------------------------------
You are using a CUDA device ('NVIDIA A40') that has Tensor Cores. To properly utilize them, you should set `torch.set_float32_matmul_precision('medium' | 'high')` which will trade-off precision for performance. For more details, read https://pytorch.org/docs/stable/generated/torch.set_float32_matmul_precision.html#torch.set_float32_matmul_precision
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
| Name  | Type             | Params
-------------------------------------------
0 | cos   | CosineSimilarity | 0
1 | model | NeuSModel        | 7.7 M
-------------------------------------------
7.7 M     Trainable params
0         Non-trainable params
7.7 M     Total params
15.371    Total estimated model params size (MB)
Training: 0it [00:00, ?it/s]
Training: 0it [00:00, ?it/s]
Epoch 0: : 0it [00:00, ?it/s]
Epoch 0: : 1it [01:27, 87.08s/it]
Epoch 0: : 1it [01:27, 87.08s/it, loss=1.07, v_num=0]
Epoch 0: : 2it [01:27, 43.56s/it, loss=1.07, v_num=0]
Epoch 0: : 2it [01:27, 43.56s/it, loss=0.97, v_num=0]
Epoch 0: : 3it [01:27, 29.05s/it, loss=0.97, v_num=0]
Epoch 0: : 3it [01:27, 29.05s/it, loss=0.915, v_num=0]
Epoch 0: : 4it [01:27, 21.80s/it, loss=0.915, v_num=0]
Epoch 0: : 4it [01:27, 21.80s/it, loss=0.89, v_num=0] 
Epoch 0: : 5it [01:27, 17.44s/it, loss=0.89, v_num=0]
Epoch 0: : 5it [01:27, 17.44s/it, loss=0.872, v_num=0]
Epoch 0: : 6it [01:27, 14.54s/it, loss=0.872, v_num=0]
Epoch 0: : 6it [01:27, 14.54s/it, loss=0.854, v_num=0]
Epoch 0: : 7it [01:27, 12.47s/it, loss=0.854, v_num=0]
Epoch 0: : 7it [01:27, 12.47s/it, loss=0.833, v_num=0]
Epoch 0: : 8it [01:27, 10.92s/it, loss=0.833, v_num=0]
Epoch 0: : 8it [01:27, 10.92s/it, loss=0.797, v_num=0]
Epoch 0: : 9it [01:27,  9.71s/it, loss=0.797, v_num=0]
Epoch 0: : 9it [01:27,  9.71s/it, loss=0.773, v_num=0]
Epoch 0: : 10it [01:27,  8.74s/it, loss=0.773, v_num=0]
Epoch 0: : 10it [01:27,  8.74s/it, loss=0.744, v_num=0]
Epoch 0: : 11it [01:27,  7.95s/it, loss=0.744, v_num=0]
Epoch 0: : 11it [01:27,  7.95s/it, loss=0.724, v_num=0]
Epoch 0: : 12it [01:27,  7.29s/it, loss=0.724, v_num=0]
Epoch 0: : 12it [01:27,  7.29s/it, loss=0.705, v_num=0]
Epoch 0: : 13it [01:27,  6.73s/it, loss=0.705, v_num=0]
Epoch 0: : 13it [01:27,  6.73s/it, loss=0.69, v_num=0] 
Epoch 0: : 14it [01:27,  6.26s/it, loss=0.69, v_num=0]
Epoch 0: : 14it [01:27,  6.26s/it, loss=0.676, v_num=0]
Epoch 0: : 15it [01:27,  5.84s/it, loss=0.676, v_num=0]
Epoch 0: : 15it [01:27,  5.84s/it, loss=0.661, v_num=0]
Epoch 0: : 16it [01:27,  5.48s/it, loss=0.661, v_num=0]
Epoch 0: : 16it [01:27,  5.48s/it, loss=0.649, v_num=0]
Epoch 0: : 17it [01:27,  5.16s/it, loss=0.649, v_num=0]
Epoch 0: : 17it [01:27,  5.16s/it, loss=0.637, v_num=0]
Epoch 0: : 18it [01:27,  4.88s/it, loss=0.637, v_num=0]
Epoch 0: : 18it [01:27,  4.88s/it, loss=0.623, v_num=0]
Epoch 0: : 19it [01:27,  4.62s/it, loss=0.623, v_num=0]
Epoch 0: : 19it [01:27,  4.62s/it, loss=0.612, v_num=0]
Epoch 0: : 20it [01:27,  4.39s/it, loss=0.612, v_num=0]
Epoch 0: : 20it [01:27,  4.39s/it, loss=0.601, v_num=0]
Epoch 0: : 21it [01:27,  4.19s/it, loss=0.601, v_num=0]
Epoch 0: : 21it [01:27,  4.19s/it, loss=0.567, v_num=0]
Epoch 0: : 22it [01:27,  4.00s/it, loss=0.567, v_num=0]
Epoch 0: : 22it [01:27,  4.00s/it, loss=0.546, v_num=0]
Epoch 0: : 23it [01:28,  3.83s/it, loss=0.546, v_num=0]
Epoch 0: : 23it [01:28,  3.83s/it, loss=0.53, v_num=0] 
Epoch 0: : 24it [01:28,  3.67s/it, loss=0.53, v_num=0]
Epoch 0: : 24it [01:28,  3.67s/it, loss=0.507, v_num=0]
Epoch 0: : 25it [01:28,  3.52s/it, loss=0.507, v_num=0]
Epoch 0: : 25it [01:28,  3.52s/it, loss=0.488, v_num=0]
Epoch 0: : 26it [01:28,  3.39s/it, loss=0.488, v_num=0]
Epoch 0: : 26it [01:28,  3.39s/it, loss=0.47, v_num=0] 
Epoch 0: : 27it [01:28,  3.27s/it, loss=0.47, v_num=0]
Epoch 0: : 27it [01:28,  3.27s/it, loss=0.45, v_num=0]
Epoch 0: : 28it [01:28,  3.15s/it, loss=0.45, v_num=0]
Epoch 0: : 28it [01:28,  3.15s/it, loss=0.44, v_num=0]
Epoch 0: : 29it [01:28,  3.04s/it, loss=0.44, v_num=0]
Epoch 0: : 29it [01:28,  3.04s/it, loss=0.43, v_num=0]
Epoch 0: : 30it [01:28,  2.94s/it, loss=0.43, v_num=0]
Epoch 0: : 30it [01:28,  2.94s/it, loss=0.423, v_num=0]
Epoch 0: : 31it [01:28,  2.85s/it, loss=0.423, v_num=0]
Epoch 0: : 31it [01:28,  2.85s/it, loss=0.414, v_num=0]
Epoch 0: : 32it [01:28,  2.76s/it, loss=0.414, v_num=0]
Epoch 0: : 32it [01:28,  2.76s/it, loss=0.406, v_num=0]
Epoch 0: : 33it [01:28,  2.68s/it, loss=0.406, v_num=0]
Epoch 0: : 33it [01:28,  2.68s/it, loss=0.396, v_num=0]
Epoch 0: : 34it [01:28,  2.60s/it, loss=0.396, v_num=0]
Epoch 0: : 34it [01:28,  2.60s/it, loss=0.389, v_num=0]
Epoch 0: : 35it [01:28,  2.53s/it, loss=0.389, v_num=0]
Epoch 0: : 35it [01:28,  2.53s/it, loss=0.386, v_num=0]
Epoch 0: : 36it [01:28,  2.46s/it, loss=0.386, v_num=0]
Epoch 0: : 36it [01:28,  2.46s/it, loss=0.378, v_num=0]
Epoch 0: : 37it [01:28,  2.40s/it, loss=0.378, v_num=0]
Epoch 0: : 37it [01:28,  2.40s/it, loss=0.374, v_num=0]
Epoch 0: : 38it [01:28,  2.34s/it, loss=0.374, v_num=0]
Epoch 0: : 38it [01:28,  2.34s/it, loss=0.37, v_num=0] 
Epoch 0: : 39it [01:28,  2.28s/it, loss=0.37, v_num=0]
Epoch 0: : 39it [01:28,  2.28s/it, loss=0.365, v_num=0]
Epoch 0: : 40it [01:28,  2.22s/it, loss=0.365, v_num=0]
Epoch 0: : 40it [01:28,  2.22s/it, loss=0.363, v_num=0]
Epoch 0: : 41it [01:28,  2.17s/it, loss=0.363, v_num=0]
Epoch 0: : 41it [01:28,  2.17s/it, loss=0.359, v_num=0]
Epoch 0: : 42it [01:28,  2.12s/it, loss=0.359, v_num=0]
Epoch 0: : 42it [01:28,  2.12s/it, loss=0.351, v_num=0]
Epoch 0: : 43it [01:28,  2.07s/it, loss=0.351, v_num=0]
Epoch 0: : 43it [01:28,  2.07s/it, loss=0.345, v_num=0]
Epoch 0: : 44it [01:29,  2.02s/it, loss=0.345, v_num=0]
Epoch 0: : 44it [01:29,  2.02s/it, loss=0.341, v_num=0]
Epoch 0: : 45it [01:29,  1.98s/it, loss=0.341, v_num=0]
Epoch 0: : 45it [01:29,  1.98s/it, loss=0.336, v_num=0]
Epoch 0: : 46it [01:29,  1.94s/it, loss=0.336, v_num=0]
Epoch 0: : 46it [01:29,  1.94s/it, loss=0.33, v_num=0] 
Epoch 0: : 47it [01:29,  1.90s/it, loss=0.33, v_num=0]
Epoch 0: : 47it [01:29,  1.90s/it, loss=0.329, v_num=0]
Epoch 0: : 48it [01:29,  1.86s/it, loss=0.329, v_num=0]
Epoch 0: : 48it [01:29,  1.86s/it, loss=0.325, v_num=0]
Epoch 0: : 49it [01:29,  1.82s/it, loss=0.325, v_num=0]
Epoch 0: : 49it [01:29,  1.82s/it, loss=0.32, v_num=0] 
Epoch 0: : 50it [01:29,  1.79s/it, loss=0.32, v_num=0]
Epoch 0: : 50it [01:29,  1.79s/it, loss=0.317, v_num=0]
Epoch 0: : 51it [01:29,  1.75s/it, loss=0.317, v_num=0]
Epoch 0: : 51it [01:29,  1.75s/it, loss=0.314, v_num=0]
Epoch 0: : 52it [01:29,  1.72s/it, loss=0.314, v_num=0]
Epoch 0: : 52it [01:29,  1.72s/it, loss=0.309, v_num=0]
Epoch 0: : 53it [01:29,  1.69s/it, loss=0.309, v_num=0]
Epoch 0: : 53it [01:29,  1.69s/it, loss=0.309, v_num=0]
Epoch 0: : 54it [01:29,  1.66s/it, loss=0.309, v_num=0]
Epoch 0: : 54it [01:29,  1.66s/it, loss=0.305, v_num=0]
Epoch 0: : 55it [01:29,  1.63s/it, loss=0.305, v_num=0]
Epoch 0: : 55it [01:29,  1.63s/it, loss=0.298, v_num=0]
Epoch 0: : 56it [01:29,  1.60s/it, loss=0.298, v_num=0]
Epoch 0: : 56it [01:29,  1.60s/it, loss=0.296, v_num=0]
Epoch 0: : 57it [01:29,  1.57s/it, loss=0.296, v_num=0]
Epoch 0: : 57it [01:29,  1.57s/it, loss=0.29, v_num=0] 
Epoch 0: : 58it [01:29,  1.55s/it, loss=0.29, v_num=0]
Epoch 0: : 58it [01:29,  1.55s/it, loss=0.286, v_num=0]
Epoch 0: : 59it [01:29,  1.52s/it, loss=0.286, v_num=0]
Epoch 0: : 59it [01:29,  1.52s/it, loss=0.284, v_num=0]
Epoch 0: : 60it [01:29,  1.50s/it, loss=0.284, v_num=0]
Epoch 0: : 60it [01:29,  1.50s/it, loss=0.279, v_num=0]
Epoch 0: : 61it [01:29,  1.47s/it, loss=0.279, v_num=0]
Epoch 0: : 61it [01:29,  1.47s/it, loss=0.274, v_num=0]
Epoch 0: : 62it [01:29,  1.45s/it, loss=0.274, v_num=0]
Epoch 0: : 62it [01:29,  1.45s/it, loss=0.272, v_num=0]
Epoch 0: : 63it [01:29,  1.43s/it, loss=0.272, v_num=0]
Epoch 0: : 63it [01:29,  1.43s/it, loss=0.266, v_num=0]
Epoch 0: : 64it [01:30,  1.41s/it, loss=0.266, v_num=0]
Epoch 0: : 64it [01:30,  1.41s/it, loss=0.263, v_num=0]
Epoch 0: : 65it [01:30,  1.39s/it, loss=0.263, v_num=0]
Epoch 0: : 65it [01:30,  1.39s/it, loss=0.259, v_num=0]
Epoch 0: : 66it [01:30,  1.37s/it, loss=0.259, v_num=0]
Epoch 0: : 66it [01:30,  1.37s/it, loss=0.255, v_num=0]
Epoch 0: : 67it [01:30,  1.35s/it, loss=0.255, v_num=0]
Epoch 0: : 67it [01:30,  1.35s/it, loss=0.253, v_num=0]
Epoch 0: : 68it [01:30,  1.33s/it, loss=0.253, v_num=0]
Epoch 0: : 68it [01:30,  1.33s/it, loss=0.252, v_num=0]
Epoch 0: : 69it [01:30,  1.31s/it, loss=0.252, v_num=0]
Epoch 0: : 69it [01:30,  1.31s/it, loss=0.247, v_num=0]
Epoch 0: : 70it [01:30,  1.29s/it, loss=0.247, v_num=0]
Epoch 0: : 70it [01:30,  1.29s/it, loss=0.244, v_num=0]
Epoch 0: : 71it [01:30,  1.27s/it, loss=0.244, v_num=0]
Epoch 0: : 71it [01:30,  1.27s/it, loss=0.241, v_num=0]
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Epoch 0: : 72it [01:30,  1.26s/it, loss=0.24, v_num=0] 
Epoch 0: : 73it [01:30,  1.24s/it, loss=0.24, v_num=0]
Epoch 0: : 73it [01:30,  1.24s/it, loss=0.236, v_num=0]
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Epoch 0: : 75it [01:30,  1.21s/it, loss=0.232, v_num=0]
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Epoch 0: : 76it [01:30,  1.19s/it, loss=0.231, v_num=0]
Epoch 0: : 76it [01:30,  1.19s/it, loss=0.228, v_num=0]
Epoch 0: : 77it [01:30,  1.18s/it, loss=0.228, v_num=0]
Epoch 0: : 77it [01:30,  1.18s/it, loss=0.227, v_num=0]
Epoch 0: : 78it [01:30,  1.16s/it, loss=0.227, v_num=0]
Epoch 0: : 78it [01:30,  1.16s/it, loss=0.224, v_num=0]
Epoch 0: : 79it [01:30,  1.15s/it, loss=0.224, v_num=0]
Epoch 0: : 79it [01:30,  1.15s/it, loss=0.221, v_num=0]
Epoch 0: : 80it [01:30,  1.14s/it, loss=0.221, v_num=0]
Epoch 0: : 80it [01:30,  1.14s/it, loss=0.218, v_num=0]
Epoch 0: : 81it [01:30,  1.12s/it, loss=0.218, v_num=0]
Epoch 0: : 81it [01:30,  1.12s/it, loss=0.216, v_num=0]
Epoch 0: : 82it [01:30,  1.11s/it, loss=0.216, v_num=0]
Epoch 0: : 82it [01:30,  1.11s/it, loss=0.216, v_num=0]
Epoch 0: : 83it [01:30,  1.10s/it, loss=0.216, v_num=0]
Epoch 0: : 83it [01:30,  1.10s/it, loss=0.215, v_num=0]
Epoch 0: : 84it [01:31,  1.08s/it, loss=0.215, v_num=0]
Epoch 0: : 84it [01:31,  1.08s/it, loss=0.212, v_num=0]
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Epoch 0: : 86it [01:31,  1.06s/it, loss=0.209, v_num=0]
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Epoch 0: : 87it [01:31,  1.05s/it, loss=0.207, v_num=0]
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Epoch 0: : 92it [01:31,  1.01it/s, loss=0.201, v_num=0]
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Epoch 0: : 208it [01:37,  2.14it/s, loss=0.12, v_num=0]
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Epoch 0: : 321it [01:42,  3.13it/s, loss=0.0982, v_num=0]
Epoch 0: : 322it [01:42,  3.14it/s, loss=0.0982, v_num=0]
Epoch 0: : 322it [01:42,  3.14it/s, loss=0.0975, v_num=0]
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Epoch 0: : 324it [01:42,  3.16it/s, loss=0.0974, v_num=0]
Epoch 0: : 325it [01:42,  3.17it/s, loss=0.0974, v_num=0]
Epoch 0: : 325it [01:42,  3.17it/s, loss=0.0972, v_num=0]
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Epoch 0: : 326it [01:42,  3.17it/s, loss=0.0975, v_num=0]
Epoch 0: : 327it [01:42,  3.18it/s, loss=0.0975, v_num=0]
Epoch 0: : 327it [01:42,  3.18it/s, loss=0.0973, v_num=0]
Epoch 0: : 328it [01:42,  3.19it/s, loss=0.0973, v_num=0]
Epoch 0: : 328it [01:42,  3.19it/s, loss=0.0964, v_num=0]
Epoch 0: : 329it [01:42,  3.20it/s, loss=0.0964, v_num=0]
Epoch 0: : 329it [01:42,  3.20it/s, loss=0.0958, v_num=0]
Epoch 0: : 330it [01:42,  3.21it/s, loss=0.0958, v_num=0]
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Epoch 0: : 331it [01:42,  3.22it/s, loss=0.0959, v_num=0]
Epoch 0: : 331it [01:42,  3.22it/s, loss=0.0963, v_num=0]
Epoch 0: : 332it [01:42,  3.22it/s, loss=0.0963, v_num=0]
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Epoch 0: : 333it [01:43,  3.23it/s, loss=0.0959, v_num=0]
Epoch 0: : 333it [01:43,  3.23it/s, loss=0.0949, v_num=0]
Epoch 0: : 334it [01:43,  3.24it/s, loss=0.0949, v_num=0]
Epoch 0: : 334it [01:43,  3.24it/s, loss=0.0948, v_num=0]
Epoch 0: : 335it [01:43,  3.25it/s, loss=0.0948, v_num=0]
Epoch 0: : 335it [01:43,  3.25it/s, loss=0.0942, v_num=0]
Epoch 0: : 336it [01:43,  3.26it/s, loss=0.0942, v_num=0]
Epoch 0: : 336it [01:43,  3.26it/s, loss=0.0937, v_num=0]
Epoch 0: : 337it [01:43,  3.27it/s, loss=0.0937, v_num=0]
Epoch 0: : 337it [01:43,  3.27it/s, loss=0.0942, v_num=0]
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Epoch 0: : 338it [01:43,  3.27it/s, loss=0.0938, v_num=0]
Epoch 0: : 339it [01:43,  3.28it/s, loss=0.0938, v_num=0]
Epoch 0: : 339it [01:43,  3.28it/s, loss=0.0936, v_num=0]
Epoch 0: : 340it [01:43,  3.29it/s, loss=0.0936, v_num=0]
Epoch 0: : 340it [01:43,  3.29it/s, loss=0.0934, v_num=0]
Epoch 0: : 341it [01:43,  3.30it/s, loss=0.0934, v_num=0]
Epoch 0: : 341it [01:43,  3.30it/s, loss=0.0932, v_num=0]
Epoch 0: : 342it [01:43,  3.31it/s, loss=0.0932, v_num=0]
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Epoch 0: : 343it [01:43,  3.31it/s, loss=0.0937, v_num=0]
Epoch 0: : 344it [01:43,  3.32it/s, loss=0.0937, v_num=0]
Epoch 0: : 344it [01:43,  3.32it/s, loss=0.0941, v_num=0]
Epoch 0: : 345it [01:43,  3.33it/s, loss=0.0941, v_num=0]
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Epoch 0: : 347it [01:43,  3.35it/s, loss=0.0934, v_num=0]
Epoch 0: : 347it [01:43,  3.35it/s, loss=0.0932, v_num=0]
Epoch 0: : 348it [01:43,  3.35it/s, loss=0.0932, v_num=0]
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Epoch 0: : 350it [01:43,  3.37it/s, loss=0.0939, v_num=0]
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Epoch 0: : 351it [01:43,  3.38it/s, loss=0.0949, v_num=0]
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Epoch 0: : 352it [01:43,  3.39it/s, loss=0.0948, v_num=0]
Epoch 0: : 352it [01:43,  3.39it/s, loss=0.0947, v_num=0]
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Epoch 0: : 360it [01:44,  3.45it/s, loss=0.0967, v_num=0]
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Epoch 0: : 362it [01:44,  3.47it/s, loss=0.0968, v_num=0]
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Epoch 0: : 363it [01:44,  3.47it/s, loss=0.0969, v_num=0]
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Epoch 0: : 364it [01:44,  3.48it/s, loss=0.0963, v_num=0]
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Epoch 0: : 365it [01:44,  3.49it/s, loss=0.0961, v_num=0]
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Epoch 0: : 366it [01:44,  3.50it/s, loss=0.0955, v_num=0]
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Epoch 0: : 374it [01:44,  3.56it/s, loss=0.0919, v_num=0]
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Epoch 0: : 375it [01:45,  3.57it/s, loss=0.0915, v_num=0]
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Epoch 0: : 378it [01:45,  3.59it/s, loss=0.0911, v_num=0]
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Epoch 0: : 379it [01:45,  3.60it/s, loss=0.0902, v_num=0]
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Epoch 0: : 381it [01:45,  3.62it/s, loss=0.0896, v_num=0]
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Epoch 0: : 382it [01:45,  3.63it/s, loss=0.0897, v_num=0]
Epoch 0: : 382it [01:45,  3.63it/s, loss=0.09, v_num=0]  
Epoch 0: : 383it [01:45,  3.63it/s, loss=0.09, v_num=0]
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Epoch 0: : 386it [01:45,  3.66it/s, loss=0.0896, v_num=0]
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Epoch 0: : 389it [01:45,  3.68it/s, loss=0.091, v_num=0] 
Epoch 0: : 390it [01:45,  3.69it/s, loss=0.091, v_num=0]
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Epoch 0: : 392it [01:45,  3.70it/s, loss=0.0909, v_num=0]
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Epoch 0: : 395it [01:46,  3.73it/s, loss=0.0915, v_num=0]
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Epoch 0: : 397it [01:46,  3.74it/s, loss=0.0914, v_num=0]
Epoch 0: : 397it [01:46,  3.74it/s, loss=0.0913, v_num=0]
Epoch 0: : 398it [01:46,  3.75it/s, loss=0.0913, v_num=0]
Epoch 0: : 398it [01:46,  3.75it/s, loss=0.092, v_num=0] 
Epoch 0: : 399it [01:46,  3.76it/s, loss=0.092, v_num=0]
Epoch 0: : 399it [01:46,  3.76it/s, loss=0.0925, v_num=0]
Epoch 0: : 400it [01:46,  3.76it/s, loss=0.0925, v_num=0]
Epoch 0: : 400it [01:46,  3.76it/s, loss=0.0926, v_num=0]
Epoch 0: : 401it [01:46,  3.77it/s, loss=0.0926, v_num=0]
Epoch 0: : 401it [01:46,  3.77it/s, loss=0.0921, v_num=0]
Epoch 0: : 402it [01:46,  3.78it/s, loss=0.0921, v_num=0]
Epoch 0: : 402it [01:46,  3.78it/s, loss=0.0923, v_num=0]
Epoch 0: : 403it [01:46,  3.79it/s, loss=0.0923, v_num=0]
Epoch 0: : 403it [01:46,  3.79it/s, loss=0.0928, v_num=0]
Epoch 0: : 404it [01:46,  3.80it/s, loss=0.0928, v_num=0]
Epoch 0: : 404it [01:46,  3.80it/s, loss=0.0929, v_num=0]
Epoch 0: : 405it [01:46,  3.80it/s, loss=0.0929, v_num=0]
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Epoch 0: : 406it [01:46,  3.81it/s, loss=0.0929, v_num=0]
Epoch 0: : 406it [01:46,  3.81it/s, loss=0.0925, v_num=0]
Epoch 0: : 407it [01:46,  3.82it/s, loss=0.0925, v_num=0]
Epoch 0: : 407it [01:46,  3.82it/s, loss=0.0924, v_num=0]
Epoch 0: : 408it [01:46,  3.83it/s, loss=0.0924, v_num=0]
Epoch 0: : 408it [01:46,  3.83it/s, loss=0.0924, v_num=0]
Epoch 0: : 409it [01:46,  3.83it/s, loss=0.0924, v_num=0]
Epoch 0: : 409it [01:46,  3.83it/s, loss=0.0916, v_num=0]
Epoch 0: : 410it [01:46,  3.84it/s, loss=0.0916, v_num=0]
Epoch 0: : 410it [01:46,  3.84it/s, loss=0.0913, v_num=0]
Epoch 0: : 411it [01:46,  3.85it/s, loss=0.0913, v_num=0]
Epoch 0: : 411it [01:46,  3.85it/s, loss=0.0921, v_num=0]
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Epoch 0: : 412it [01:46,  3.86it/s, loss=0.0933, v_num=0]
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Epoch 0: : 413it [01:46,  3.86it/s, loss=0.0931, v_num=0]
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Epoch 0: : 414it [01:46,  3.87it/s, loss=0.0923, v_num=0]
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Epoch 0: : 415it [01:46,  3.88it/s, loss=0.0925, v_num=0]
Epoch 0: : 416it [01:47,  3.89it/s, loss=0.0925, v_num=0]
Epoch 0: : 416it [01:47,  3.89it/s, loss=0.0921, v_num=0]
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Epoch 0: : 417it [01:47,  3.89it/s, loss=0.092, v_num=0] 
Epoch 0: : 418it [01:47,  3.90it/s, loss=0.092, v_num=0]
Epoch 0: : 418it [01:47,  3.90it/s, loss=0.0918, v_num=0]
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Epoch 0: : 419it [01:47,  3.91it/s, loss=0.0918, v_num=0]
Epoch 0: : 420it [01:47,  3.92it/s, loss=0.0918, v_num=0]
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Epoch 0: : 422it [01:47,  3.93it/s, loss=0.0919, v_num=0]
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Epoch 0: : 423it [01:47,  3.94it/s, loss=0.0917, v_num=0]
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Epoch 0: : 425it [01:47,  3.95it/s, loss=0.0918, v_num=0]
Epoch 0: : 425it [01:47,  3.95it/s, loss=0.0927, v_num=0]
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Epoch 0: : 427it [01:47,  3.97it/s, loss=0.093, v_num=0]
Epoch 0: : 427it [01:47,  3.97it/s, loss=0.0932, v_num=0]
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Epoch 0: : 428it [01:47,  3.98it/s, loss=0.0928, v_num=0]
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Epoch 0: : 430it [01:47,  3.99it/s, loss=0.0934, v_num=0]
Epoch 0: : 431it [01:47,  4.00it/s, loss=0.0934, v_num=0]
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Epoch 0: : 432it [01:47,  4.01it/s, loss=0.093, v_num=0]
Epoch 0: : 432it [01:47,  4.01it/s, loss=0.0922, v_num=0]
Epoch 0: : 433it [01:47,  4.01it/s, loss=0.0922, v_num=0]
Epoch 0: : 433it [01:47,  4.01it/s, loss=0.0926, v_num=0]
Epoch 0: : 434it [01:47,  4.02it/s, loss=0.0926, v_num=0]
Epoch 0: : 434it [01:47,  4.02it/s, loss=0.0928, v_num=0]
Epoch 0: : 435it [01:47,  4.03it/s, loss=0.0928, v_num=0]
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Epoch 0: : 436it [01:47,  4.04it/s, loss=0.0928, v_num=0]
Epoch 0: : 436it [01:47,  4.04it/s, loss=0.0933, v_num=0]
Epoch 0: : 437it [01:48,  4.04it/s, loss=0.0933, v_num=0]
Epoch 0: : 437it [01:48,  4.04it/s, loss=0.0937, v_num=0]
Epoch 0: : 438it [01:48,  4.05it/s, loss=0.0937, v_num=0]
Epoch 0: : 438it [01:48,  4.05it/s, loss=0.0936, v_num=0]
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Epoch 0: : 440it [01:48,  4.07it/s, loss=0.0933, v_num=0]
Epoch 0: : 441it [01:48,  4.07it/s, loss=0.0933, v_num=0]
Epoch 0: : 441it [01:48,  4.07it/s, loss=0.0932, v_num=0]
Epoch 0: : 442it [01:48,  4.08it/s, loss=0.0932, v_num=0]
Epoch 0: : 442it [01:48,  4.08it/s, loss=0.0929, v_num=0]
Epoch 0: : 443it [01:48,  4.09it/s, loss=0.0929, v_num=0]
Epoch 0: : 443it [01:48,  4.09it/s, loss=0.0924, v_num=0]
Epoch 0: : 444it [01:48,  4.10it/s, loss=0.0924, v_num=0]
Epoch 0: : 444it [01:48,  4.10it/s, loss=0.092, v_num=0] 
Epoch 0: : 445it [01:48,  4.10it/s, loss=0.092, v_num=0]
Epoch 0: : 445it [01:48,  4.10it/s, loss=0.0917, v_num=0]
Epoch 0: : 446it [01:48,  4.11it/s, loss=0.0917, v_num=0]
Epoch 0: : 446it [01:48,  4.11it/s, loss=0.0918, v_num=0]
Epoch 0: : 447it [01:48,  4.12it/s, loss=0.0918, v_num=0]
Epoch 0: : 447it [01:48,  4.12it/s, loss=0.0914, v_num=0]
Epoch 0: : 448it [01:48,  4.13it/s, loss=0.0914, v_num=0]
Epoch 0: : 448it [01:48,  4.13it/s, loss=0.0913, v_num=0]
Epoch 0: : 449it [01:48,  4.13it/s, loss=0.0913, v_num=0]
Epoch 0: : 449it [01:48,  4.13it/s, loss=0.0907, v_num=0]
Epoch 0: : 450it [01:48,  4.14it/s, loss=0.0907, v_num=0]
Epoch 0: : 450it [01:48,  4.14it/s, loss=0.0903, v_num=0]
Epoch 0: : 451it [01:48,  4.15it/s, loss=0.0903, v_num=0]
Epoch 0: : 451it [01:48,  4.15it/s, loss=0.091, v_num=0] 
Epoch 0: : 452it [01:48,  4.16it/s, loss=0.091, v_num=0]
Epoch 0: : 452it [01:48,  4.16it/s, loss=0.0908, v_num=0]
Epoch 0: : 453it [01:48,  4.16it/s, loss=0.0908, v_num=0]
Epoch 0: : 453it [01:48,  4.16it/s, loss=0.0913, v_num=0]
Epoch 0: : 454it [01:48,  4.17it/s, loss=0.0913, v_num=0]
Epoch 0: : 454it [01:48,  4.17it/s, loss=0.0916, v_num=0]
Epoch 0: : 455it [01:48,  4.18it/s, loss=0.0916, v_num=0]
Epoch 0: : 455it [01:48,  4.18it/s, loss=0.0911, v_num=0]
Epoch 0: : 456it [01:48,  4.19it/s, loss=0.0911, v_num=0]
Epoch 0: : 456it [01:48,  4.19it/s, loss=0.0912, v_num=0]
Epoch 0: : 457it [01:49,  4.19it/s, loss=0.0912, v_num=0]
Epoch 0: : 457it [01:49,  4.19it/s, loss=0.0913, v_num=0]
Epoch 0: : 458it [01:49,  4.20it/s, loss=0.0913, v_num=0]
Epoch 0: : 458it [01:49,  4.20it/s, loss=0.0919, v_num=0]
Epoch 0: : 459it [01:49,  4.21it/s, loss=0.0919, v_num=0]
Epoch 0: : 459it [01:49,  4.21it/s, loss=0.0913, v_num=0]
Epoch 0: : 460it [01:49,  4.21it/s, loss=0.0913, v_num=0]
Epoch 0: : 460it [01:49,  4.21it/s, loss=0.0909, v_num=0]
Epoch 0: : 461it [01:49,  4.22it/s, loss=0.0909, v_num=0]
Epoch 0: : 461it [01:49,  4.22it/s, loss=0.0906, v_num=0]
Epoch 0: : 462it [01:49,  4.23it/s, loss=0.0906, v_num=0]
Epoch 0: : 462it [01:49,  4.23it/s, loss=0.0908, v_num=0]
Epoch 0: : 463it [01:49,  4.24it/s, loss=0.0908, v_num=0]
Epoch 0: : 463it [01:49,  4.24it/s, loss=0.0909, v_num=0]
Epoch 0: : 464it [01:49,  4.24it/s, loss=0.0909, v_num=0]
Epoch 0: : 464it [01:49,  4.24it/s, loss=0.0917, v_num=0]
Epoch 0: : 465it [01:49,  4.25it/s, loss=0.0917, v_num=0]
Epoch 0: : 465it [01:49,  4.25it/s, loss=0.0918, v_num=0]
Epoch 0: : 466it [01:49,  4.26it/s, loss=0.0918, v_num=0]
Epoch 0: : 466it [01:49,  4.26it/s, loss=0.0913, v_num=0]
Epoch 0: : 467it [01:49,  4.27it/s, loss=0.0913, v_num=0]
Epoch 0: : 467it [01:49,  4.27it/s, loss=0.0911, v_num=0]
Epoch 0: : 468it [01:49,  4.27it/s, loss=0.0911, v_num=0]
Epoch 0: : 468it [01:49,  4.27it/s, loss=0.0908, v_num=0]
Epoch 0: : 469it [01:49,  4.28it/s, loss=0.0908, v_num=0]
Epoch 0: : 469it [01:49,  4.28it/s, loss=0.0912, v_num=0]
Epoch 0: : 470it [01:49,  4.29it/s, loss=0.0912, v_num=0]
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Epoch 0: : 471it [01:49,  4.29it/s, loss=0.0912, v_num=0]
Epoch 0: : 471it [01:49,  4.29it/s, loss=0.0906, v_num=0]
Epoch 0: : 472it [01:49,  4.30it/s, loss=0.0906, v_num=0]
Epoch 0: : 472it [01:49,  4.30it/s, loss=0.091, v_num=0] 
Epoch 0: : 473it [01:49,  4.31it/s, loss=0.091, v_num=0]
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Epoch 0: : 474it [01:49,  4.32it/s, loss=0.0907, v_num=0]
Epoch 0: : 474it [01:49,  4.32it/s, loss=0.0898, v_num=0]
Epoch 0: : 475it [01:49,  4.32it/s, loss=0.0898, v_num=0]
Epoch 0: : 475it [01:49,  4.32it/s, loss=0.0897, v_num=0]
Epoch 0: : 476it [01:49,  4.33it/s, loss=0.0897, v_num=0]
Epoch 0: : 476it [01:49,  4.33it/s, loss=0.0901, v_num=0]
Epoch 0: : 477it [01:49,  4.34it/s, loss=0.0901, v_num=0]
Epoch 0: : 477it [01:49,  4.34it/s, loss=0.0899, v_num=0]
Epoch 0: : 478it [01:50,  4.34it/s, loss=0.0899, v_num=0]
Epoch 0: : 478it [01:50,  4.34it/s, loss=0.0884, v_num=0]
Epoch 0: : 479it [01:50,  4.35it/s, loss=0.0884, v_num=0]
Epoch 0: : 479it [01:50,  4.35it/s, loss=0.0882, v_num=0]
Epoch 0: : 480it [01:50,  4.36it/s, loss=0.0882, v_num=0]
Epoch 0: : 480it [01:50,  4.36it/s, loss=0.0887, v_num=0]
Epoch 0: : 481it [01:50,  4.37it/s, loss=0.0887, v_num=0]
Epoch 0: : 481it [01:50,  4.37it/s, loss=0.0886, v_num=0]
Epoch 0: : 482it [01:50,  4.37it/s, loss=0.0886, v_num=0]
Epoch 0: : 482it [01:50,  4.37it/s, loss=0.0878, v_num=0]
Epoch 0: : 483it [01:50,  4.38it/s, loss=0.0878, v_num=0]
Epoch 0: : 483it [01:50,  4.38it/s, loss=0.0877, v_num=0]
Epoch 0: : 484it [01:50,  4.39it/s, loss=0.0877, v_num=0]
Epoch 0: : 484it [01:50,  4.39it/s, loss=0.0869, v_num=0]
Epoch 0: : 485it [01:50,  4.40it/s, loss=0.0869, v_num=0]
Epoch 0: : 485it [01:50,  4.39it/s, loss=0.0859, v_num=0]
Epoch 0: : 486it [01:50,  4.40it/s, loss=0.0859, v_num=0]
Epoch 0: : 486it [01:50,  4.40it/s, loss=0.0864, v_num=0]
Epoch 0: : 487it [01:50,  4.41it/s, loss=0.0864, v_num=0]
Epoch 0: : 487it [01:50,  4.41it/s, loss=0.0862, v_num=0]
Epoch 0: : 488it [01:50,  4.42it/s, loss=0.0862, v_num=0]
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Epoch 0: : 489it [01:50,  4.42it/s, loss=0.0862, v_num=0]
Epoch 0: : 489it [01:50,  4.42it/s, loss=0.0861, v_num=0]
Epoch 0: : 490it [01:50,  4.43it/s, loss=0.0861, v_num=0]
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Epoch 0: : 491it [01:50,  4.44it/s, loss=0.0859, v_num=0]
Epoch 0: : 491it [01:50,  4.44it/s, loss=0.0856, v_num=0]
Epoch 0: : 492it [01:50,  4.44it/s, loss=0.0856, v_num=0]
Epoch 0: : 492it [01:50,  4.44it/s, loss=0.0844, v_num=0]
Epoch 0: : 493it [01:50,  4.45it/s, loss=0.0844, v_num=0]
Epoch 0: : 493it [01:50,  4.45it/s, loss=0.0834, v_num=0]
Epoch 0: : 494it [01:50,  4.46it/s, loss=0.0834, v_num=0]
Epoch 0: : 494it [01:50,  4.46it/s, loss=0.0838, v_num=0]
Epoch 0: : 495it [01:50,  4.47it/s, loss=0.0838, v_num=0]
Epoch 0: : 495it [01:50,  4.47it/s, loss=0.0836, v_num=0]
Epoch 0: : 496it [01:50,  4.47it/s, loss=0.0836, v_num=0]
Epoch 0: : 496it [01:50,  4.47it/s, loss=0.0834, v_num=0]
Epoch 0: : 497it [01:50,  4.48it/s, loss=0.0834, v_num=0]
Epoch 0: : 497it [01:50,  4.48it/s, loss=0.0823, v_num=0]
Epoch 0: : 498it [01:50,  4.49it/s, loss=0.0823, v_num=0]
Epoch 0: : 498it [01:50,  4.49it/s, loss=0.0824, v_num=0]
Epoch 0: : 499it [01:51,  4.49it/s, loss=0.0824, v_num=0]
Epoch 0: : 499it [01:51,  4.49it/s, loss=0.0829, v_num=0]
Epoch 0: : 500it [01:51,  4.50it/s, loss=0.0829, v_num=0]
Epoch 0: : 500it [01:51,  4.50it/s, loss=0.0831, v_num=0]
Epoch 0: : 501it [01:51,  4.51it/s, loss=0.0831, v_num=0]
Epoch 0: : 501it [01:51,  4.51it/s, loss=0.0832, v_num=0]
Epoch 0: : 502it [01:51,  4.52it/s, loss=0.0832, v_num=0]
Epoch 0: : 502it [01:51,  4.52it/s, loss=0.0833, v_num=0]
Epoch 0: : 503it [01:51,  4.52it/s, loss=0.0833, v_num=0]
Epoch 0: : 503it [01:51,  4.52it/s, loss=0.0839, v_num=0]
Epoch 0: : 504it [01:51,  4.53it/s, loss=0.0839, v_num=0]
Epoch 0: : 504it [01:51,  4.53it/s, loss=0.0841, v_num=0]
Epoch 0: : 505it [01:51,  4.54it/s, loss=0.0841, v_num=0]
Epoch 0: : 505it [01:51,  4.54it/s, loss=0.084, v_num=0] 
Epoch 0: : 506it [01:51,  4.54it/s, loss=0.084, v_num=0]
Epoch 0: : 506it [01:51,  4.54it/s, loss=0.083, v_num=0]
Epoch 0: : 507it [01:51,  4.55it/s, loss=0.083, v_num=0]
Epoch 0: : 507it [01:51,  4.55it/s, loss=0.0835, v_num=0]
Epoch 0: : 508it [01:51,  4.56it/s, loss=0.0835, v_num=0]
Epoch 0: : 508it [01:51,  4.56it/s, loss=0.0834, v_num=0]
Epoch 0: : 509it [01:51,  4.56it/s, loss=0.0834, v_num=0]
Epoch 0: : 509it [01:51,  4.56it/s, loss=0.0838, v_num=0]
Epoch 0: : 510it [01:51,  4.57it/s, loss=0.0838, v_num=0]
Epoch 0: : 510it [01:51,  4.57it/s, loss=0.0843, v_num=0]
Epoch 0: : 511it [01:51,  4.58it/s, loss=0.0843, v_num=0]
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Epoch 0: : 512it [01:51,  4.59it/s, loss=0.0843, v_num=0]
Epoch 0: : 512it [01:51,  4.59it/s, loss=0.0846, v_num=0]
Epoch 0: : 513it [01:51,  4.59it/s, loss=0.0846, v_num=0]
Epoch 0: : 513it [01:51,  4.59it/s, loss=0.0851, v_num=0]
Epoch 0: : 514it [01:51,  4.60it/s, loss=0.0851, v_num=0]
Epoch 0: : 514it [01:51,  4.60it/s, loss=0.0858, v_num=0]
Epoch 0: : 515it [01:51,  4.61it/s, loss=0.0858, v_num=0]
Epoch 0: : 515it [01:51,  4.61it/s, loss=0.0859, v_num=0]
Epoch 0: : 516it [01:51,  4.61it/s, loss=0.0859, v_num=0]
Epoch 0: : 516it [01:51,  4.61it/s, loss=0.0849, v_num=0]
Epoch 0: : 517it [01:51,  4.62it/s, loss=0.0849, v_num=0]
Epoch 0: : 517it [01:51,  4.62it/s, loss=0.0852, v_num=0]
Epoch 0: : 518it [01:51,  4.63it/s, loss=0.0852, v_num=0]
Epoch 0: : 518it [01:51,  4.63it/s, loss=0.0855, v_num=0]
Epoch 0: : 519it [01:51,  4.63it/s, loss=0.0855, v_num=0]
Epoch 0: : 519it [01:51,  4.63it/s, loss=0.0853, v_num=0]
Epoch 0: : 520it [01:52,  4.64it/s, loss=0.0853, v_num=0]
Epoch 0: : 520it [01:52,  4.64it/s, loss=0.0849, v_num=0]
Epoch 0: : 521it [01:52,  4.65it/s, loss=0.0849, v_num=0]
Epoch 0: : 521it [01:52,  4.65it/s, loss=0.0846, v_num=0]
Epoch 0: : 522it [01:52,  4.66it/s, loss=0.0846, v_num=0]
Epoch 0: : 522it [01:52,  4.66it/s, loss=0.0852, v_num=0]
Epoch 0: : 523it [01:52,  4.66it/s, loss=0.0852, v_num=0]
Epoch 0: : 523it [01:52,  4.66it/s, loss=0.0841, v_num=0]
Epoch 0: : 524it [01:52,  4.67it/s, loss=0.0841, v_num=0]
Epoch 0: : 524it [01:52,  4.67it/s, loss=0.0834, v_num=0]
Epoch 0: : 525it [01:52,  4.68it/s, loss=0.0834, v_num=0]
Epoch 0: : 525it [01:52,  4.68it/s, loss=0.0843, v_num=0]
Epoch 0: : 526it [01:52,  4.68it/s, loss=0.0843, v_num=0]
Epoch 0: : 526it [01:52,  4.68it/s, loss=0.0846, v_num=0]
Epoch 0: : 527it [01:52,  4.69it/s, loss=0.0846, v_num=0]
Epoch 0: : 527it [01:52,  4.69it/s, loss=0.0838, v_num=0]
Epoch 0: : 528it [01:52,  4.70it/s, loss=0.0838, v_num=0]
Epoch 0: : 528it [01:52,  4.70it/s, loss=0.0833, v_num=0]
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Epoch 0: : 529it [01:52,  4.70it/s, loss=0.0826, v_num=0]
Epoch 0: : 530it [01:52,  4.71it/s, loss=0.0826, v_num=0]
Epoch 0: : 530it [01:52,  4.71it/s, loss=0.0819, v_num=0]
Epoch 0: : 531it [01:52,  4.72it/s, loss=0.0819, v_num=0]
Epoch 0: : 531it [01:52,  4.72it/s, loss=0.0823, v_num=0]
Epoch 0: : 532it [01:52,  4.72it/s, loss=0.0823, v_num=0]
Epoch 0: : 532it [01:52,  4.72it/s, loss=0.0822, v_num=0]
Epoch 0: : 533it [01:52,  4.73it/s, loss=0.0822, v_num=0]
Epoch 0: : 533it [01:52,  4.73it/s, loss=0.0817, v_num=0]
Epoch 0: : 534it [01:52,  4.74it/s, loss=0.0817, v_num=0]
Epoch 0: : 534it [01:52,  4.74it/s, loss=0.0804, v_num=0]
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Epoch 0: : 536it [01:52,  4.75it/s, loss=0.0804, v_num=0]
Epoch 0: : 536it [01:52,  4.75it/s, loss=0.0807, v_num=0]
Epoch 0: : 537it [01:52,  4.76it/s, loss=0.0807, v_num=0]
Epoch 0: : 537it [01:52,  4.76it/s, loss=0.0813, v_num=0]
Epoch 0: : 538it [01:52,  4.77it/s, loss=0.0813, v_num=0]
Epoch 0: : 538it [01:52,  4.77it/s, loss=0.0808, v_num=0]
Epoch 0: : 539it [01:52,  4.77it/s, loss=0.0808, v_num=0]
Epoch 0: : 539it [01:52,  4.77it/s, loss=0.0805, v_num=0]
Epoch 0: : 540it [01:52,  4.78it/s, loss=0.0805, v_num=0]
Epoch 0: : 540it [01:52,  4.78it/s, loss=0.08, v_num=0]  
Epoch 0: : 541it [01:53,  4.79it/s, loss=0.08, v_num=0]
Epoch 0: : 541it [01:53,  4.79it/s, loss=0.0793, v_num=0]
Epoch 0: : 542it [01:53,  4.79it/s, loss=0.0793, v_num=0]
Epoch 0: : 542it [01:53,  4.79it/s, loss=0.0792, v_num=0]
Epoch 0: : 543it [01:53,  4.80it/s, loss=0.0792, v_num=0]
Epoch 0: : 543it [01:53,  4.80it/s, loss=0.0802, v_num=0]
Epoch 0: : 544it [01:53,  4.81it/s, loss=0.0802, v_num=0]
Epoch 0: : 544it [01:53,  4.81it/s, loss=0.0807, v_num=0]
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Epoch 0: : 545it [01:53,  4.81it/s, loss=0.08, v_num=0]  
Epoch 0: : 546it [01:53,  4.82it/s, loss=0.08, v_num=0]
Epoch 0: : 546it [01:53,  4.82it/s, loss=0.0798, v_num=0]
Epoch 0: : 547it [01:53,  4.83it/s, loss=0.0798, v_num=0]
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Epoch 0: : 548it [01:53,  4.83it/s, loss=0.0806, v_num=0]
Epoch 0: : 549it [01:53,  4.84it/s, loss=0.0806, v_num=0]
Epoch 0: : 549it [01:53,  4.84it/s, loss=0.0808, v_num=0]
Epoch 0: : 550it [01:53,  4.85it/s, loss=0.0808, v_num=0]
Epoch 0: : 550it [01:53,  4.85it/s, loss=0.0806, v_num=0]
Epoch 0: : 551it [01:53,  4.85it/s, loss=0.0806, v_num=0]
Epoch 0: : 551it [01:53,  4.85it/s, loss=0.0803, v_num=0]
Epoch 0: : 552it [01:53,  4.86it/s, loss=0.0803, v_num=0]
Epoch 0: : 552it [01:53,  4.86it/s, loss=0.08, v_num=0]  
Epoch 0: : 553it [01:53,  4.87it/s, loss=0.08, v_num=0]
Epoch 0: : 553it [01:53,  4.87it/s, loss=0.0805, v_num=0]
Epoch 0: : 554it [01:53,  4.87it/s, loss=0.0805, v_num=0]
Epoch 0: : 554it [01:53,  4.87it/s, loss=0.0809, v_num=0]
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Epoch 0: : 555it [01:53,  4.88it/s, loss=0.081, v_num=0] 
Epoch 0: : 556it [01:53,  4.89it/s, loss=0.081, v_num=0]
Epoch 0: : 556it [01:53,  4.89it/s, loss=0.0805, v_num=0]
Epoch 0: : 557it [01:53,  4.89it/s, loss=0.0805, v_num=0]
Epoch 0: : 557it [01:53,  4.89it/s, loss=0.0802, v_num=0]
Epoch 0: : 558it [01:53,  4.90it/s, loss=0.0802, v_num=0]
Epoch 0: : 558it [01:53,  4.90it/s, loss=0.0806, v_num=0]
Epoch 0: : 559it [01:53,  4.91it/s, loss=0.0806, v_num=0]
Epoch 0: : 559it [01:53,  4.91it/s, loss=0.0808, v_num=0]
Epoch 0: : 560it [01:53,  4.91it/s, loss=0.0808, v_num=0]
Epoch 0: : 560it [01:53,  4.91it/s, loss=0.0815, v_num=0]
Epoch 0: : 561it [01:54,  4.92it/s, loss=0.0815, v_num=0]
Epoch 0: : 561it [01:54,  4.92it/s, loss=0.0824, v_num=0]
Epoch 0: : 562it [01:54,  4.93it/s, loss=0.0824, v_num=0]
Epoch 0: : 562it [01:54,  4.93it/s, loss=0.0817, v_num=0]
Epoch 0: : 563it [01:54,  4.93it/s, loss=0.0817, v_num=0]
Epoch 0: : 563it [01:54,  4.93it/s, loss=0.0813, v_num=0]
Epoch 0: : 564it [01:54,  4.94it/s, loss=0.0813, v_num=0]
Epoch 0: : 564it [01:54,  4.94it/s, loss=0.081, v_num=0] 
Epoch 0: : 565it [01:54,  4.95it/s, loss=0.081, v_num=0]
Epoch 0: : 565it [01:54,  4.95it/s, loss=0.0814, v_num=0]
Epoch 0: : 566it [01:54,  4.95it/s, loss=0.0814, v_num=0]
Epoch 0: : 566it [01:54,  4.95it/s, loss=0.0809, v_num=0]
Epoch 0: : 567it [01:54,  4.96it/s, loss=0.0809, v_num=0]
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Epoch 0: : 568it [01:54,  4.97it/s, loss=0.0808, v_num=0]
Epoch 0: : 568it [01:54,  4.97it/s, loss=0.0811, v_num=0]
Epoch 0: : 569it [01:54,  4.97it/s, loss=0.0811, v_num=0]
Epoch 0: : 569it [01:54,  4.97it/s, loss=0.0812, v_num=0]
Epoch 0: : 570it [01:54,  4.98it/s, loss=0.0812, v_num=0]
Epoch 0: : 570it [01:54,  4.98it/s, loss=0.0816, v_num=0]
Epoch 0: : 571it [01:54,  4.99it/s, loss=0.0816, v_num=0]
Epoch 0: : 571it [01:54,  4.99it/s, loss=0.0817, v_num=0]
Epoch 0: : 572it [01:54,  4.99it/s, loss=0.0817, v_num=0]
Epoch 0: : 572it [01:54,  4.99it/s, loss=0.082, v_num=0] 
Epoch 0: : 573it [01:54,  5.00it/s, loss=0.082, v_num=0]
Epoch 0: : 573it [01:54,  5.00it/s, loss=0.0818, v_num=0]
Epoch 0: : 574it [01:54,  5.01it/s, loss=0.0818, v_num=0]
Epoch 0: : 574it [01:54,  5.01it/s, loss=0.0821, v_num=0]
Epoch 0: : 575it [01:54,  5.01it/s, loss=0.0821, v_num=0]
Epoch 0: : 575it [01:54,  5.01it/s, loss=0.0821, v_num=0]
Epoch 0: : 576it [01:54,  5.02it/s, loss=0.0821, v_num=0]
Epoch 0: : 576it [01:54,  5.02it/s, loss=0.0831, v_num=0]
Epoch 0: : 577it [01:54,  5.03it/s, loss=0.0831, v_num=0]
Epoch 0: : 577it [01:54,  5.03it/s, loss=0.0839, v_num=0]
Epoch 0: : 578it [01:54,  5.03it/s, loss=0.0839, v_num=0]
Epoch 0: : 578it [01:54,  5.03it/s, loss=0.0843, v_num=0]
Epoch 0: : 579it [01:54,  5.04it/s, loss=0.0843, v_num=0]
Epoch 0: : 579it [01:54,  5.04it/s, loss=0.0842, v_num=0]
Epoch 0: : 580it [01:54,  5.05it/s, loss=0.0842, v_num=0]
Epoch 0: : 580it [01:54,  5.05it/s, loss=0.0837, v_num=0]
Epoch 0: : 581it [01:54,  5.05it/s, loss=0.0837, v_num=0]
Epoch 0: : 581it [01:54,  5.05it/s, loss=0.0839, v_num=0]
Epoch 0: : 582it [01:55,  5.06it/s, loss=0.0839, v_num=0]
Epoch 0: : 582it [01:55,  5.06it/s, loss=0.0841, v_num=0]
Epoch 0: : 583it [01:55,  5.07it/s, loss=0.0841, v_num=0]
Epoch 0: : 583it [01:55,  5.07it/s, loss=0.0835, v_num=0]
Epoch 0: : 584it [01:55,  5.07it/s, loss=0.0835, v_num=0]
Epoch 0: : 584it [01:55,  5.07it/s, loss=0.0838, v_num=0]
Epoch 0: : 585it [01:55,  5.08it/s, loss=0.0838, v_num=0]
Epoch 0: : 585it [01:55,  5.08it/s, loss=0.0838, v_num=0]
Epoch 0: : 586it [01:55,  5.09it/s, loss=0.0838, v_num=0]
Epoch 0: : 586it [01:55,  5.09it/s, loss=0.0842, v_num=0]
Epoch 0: : 587it [01:55,  5.09it/s, loss=0.0842, v_num=0]
Epoch 0: : 587it [01:55,  5.09it/s, loss=0.0848, v_num=0]
Epoch 0: : 588it [01:55,  5.10it/s, loss=0.0848, v_num=0]
Epoch 0: : 588it [01:55,  5.10it/s, loss=0.0842, v_num=0]
Epoch 0: : 589it [01:55,  5.11it/s, loss=0.0842, v_num=0]
Epoch 0: : 589it [01:55,  5.11it/s, loss=0.0838, v_num=0]
Epoch 0: : 590it [01:55,  5.11it/s, loss=0.0838, v_num=0]
Epoch 0: : 590it [01:55,  5.11it/s, loss=0.0838, v_num=0]
Epoch 0: : 591it [01:55,  5.12it/s, loss=0.0838, v_num=0]
Epoch 0: : 591it [01:55,  5.12it/s, loss=0.083, v_num=0] 
Epoch 0: : 592it [01:55,  5.13it/s, loss=0.083, v_num=0]
Epoch 0: : 592it [01:55,  5.13it/s, loss=0.0832, v_num=0]
Epoch 0: : 593it [01:55,  5.13it/s, loss=0.0832, v_num=0]
Epoch 0: : 593it [01:55,  5.13it/s, loss=0.0831, v_num=0]
Epoch 0: : 594it [01:55,  5.14it/s, loss=0.0831, v_num=0]
Epoch 0: : 594it [01:55,  5.14it/s, loss=0.0825, v_num=0]
Epoch 0: : 595it [01:55,  5.15it/s, loss=0.0825, v_num=0]
Epoch 0: : 595it [01:55,  5.15it/s, loss=0.0821, v_num=0]
Epoch 0: : 596it [01:55,  5.15it/s, loss=0.0821, v_num=0]
Epoch 0: : 596it [01:55,  5.15it/s, loss=0.0817, v_num=0]
Epoch 0: : 597it [01:55,  5.16it/s, loss=0.0817, v_num=0]
Epoch 0: : 597it [01:55,  5.16it/s, loss=0.0801, v_num=0]
Epoch 0: : 598it [01:55,  5.17it/s, loss=0.0801, v_num=0]
Epoch 0: : 598it [01:55,  5.17it/s, loss=0.0797, v_num=0]
Epoch 0: : 599it [01:55,  5.17it/s, loss=0.0797, v_num=0]
Epoch 0: : 599it [01:55,  5.17it/s, loss=0.08, v_num=0]  
Epoch 0: : 600it [01:55,  5.18it/s, loss=0.08, v_num=0]
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Epoch 0: : 601it [01:55,  5.18it/s, loss=0.0792, v_num=0]
Epoch 0: : 602it [01:55,  5.19it/s, loss=0.0792, v_num=0]
Epoch 0: : 602it [01:55,  5.19it/s, loss=0.0789, v_num=0]
Epoch 0: : 603it [01:56,  5.20it/s, loss=0.0789, v_num=0]
Epoch 0: : 603it [01:56,  5.20it/s, loss=0.0794, v_num=0]
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Epoch 0: : 604it [01:56,  5.20it/s, loss=0.0792, v_num=0]
Epoch 0: : 605it [01:56,  5.21it/s, loss=0.0792, v_num=0]
Epoch 0: : 605it [01:56,  5.21it/s, loss=0.0792, v_num=0]
Epoch 0: : 606it [01:56,  5.22it/s, loss=0.0792, v_num=0]
Epoch 0: : 606it [01:56,  5.22it/s, loss=0.0797, v_num=0]
Epoch 0: : 607it [01:56,  5.22it/s, loss=0.0797, v_num=0]
Epoch 0: : 607it [01:56,  5.22it/s, loss=0.079, v_num=0] 
Epoch 0: : 608it [01:56,  5.23it/s, loss=0.079, v_num=0]
Epoch 0: : 608it [01:56,  5.23it/s, loss=0.0787, v_num=0]
Epoch 0: : 609it [01:56,  5.24it/s, loss=0.0787, v_num=0]
Epoch 0: : 609it [01:56,  5.24it/s, loss=0.0791, v_num=0]
Epoch 0: : 610it [01:56,  5.24it/s, loss=0.0791, v_num=0]
Epoch 0: : 610it [01:56,  5.24it/s, loss=0.0791, v_num=0]
Epoch 0: : 611it [01:56,  5.25it/s, loss=0.0791, v_num=0]
Epoch 0: : 611it [01:56,  5.25it/s, loss=0.0794, v_num=0]
Epoch 0: : 612it [01:56,  5.26it/s, loss=0.0794, v_num=0]
Epoch 0: : 612it [01:56,  5.26it/s, loss=0.0795, v_num=0]
Epoch 0: : 613it [01:56,  5.26it/s, loss=0.0795, v_num=0]
Epoch 0: : 613it [01:56,  5.26it/s, loss=0.0793, v_num=0]
Epoch 0: : 614it [01:56,  5.27it/s, loss=0.0793, v_num=0]
Epoch 0: : 614it [01:56,  5.27it/s, loss=0.0793, v_num=0]
Epoch 0: : 615it [01:56,  5.27it/s, loss=0.0793, v_num=0]
Epoch 0: : 615it [01:56,  5.27it/s, loss=0.0795, v_num=0]
Epoch 0: : 616it [01:56,  5.28it/s, loss=0.0795, v_num=0]
Epoch 0: : 616it [01:56,  5.28it/s, loss=0.0791, v_num=0]
Epoch 0: : 617it [01:56,  5.29it/s, loss=0.0791, v_num=0]
Epoch 0: : 617it [01:56,  5.29it/s, loss=0.0792, v_num=0]
Epoch 0: : 618it [01:56,  5.29it/s, loss=0.0792, v_num=0]
Epoch 0: : 618it [01:56,  5.29it/s, loss=0.0794, v_num=0]
Epoch 0: : 619it [01:56,  5.30it/s, loss=0.0794, v_num=0]
Epoch 0: : 619it [01:56,  5.30it/s, loss=0.0789, v_num=0]
Epoch 0: : 620it [01:56,  5.31it/s, loss=0.0789, v_num=0]
Epoch 0: : 620it [01:56,  5.31it/s, loss=0.079, v_num=0] 
Epoch 0: : 621it [01:56,  5.31it/s, loss=0.079, v_num=0]
Epoch 0: : 621it [01:56,  5.31it/s, loss=0.0797, v_num=0]
Epoch 0: : 622it [01:56,  5.32it/s, loss=0.0797, v_num=0]
Epoch 0: : 622it [01:56,  5.32it/s, loss=0.08, v_num=0]  
Epoch 0: : 623it [01:56,  5.33it/s, loss=0.08, v_num=0]
Epoch 0: : 623it [01:56,  5.33it/s, loss=0.0799, v_num=0]
Epoch 0: : 624it [01:57,  5.33it/s, loss=0.0799, v_num=0]
Epoch 0: : 624it [01:57,  5.33it/s, loss=0.0794, v_num=0]
Epoch 0: : 625it [01:57,  5.34it/s, loss=0.0794, v_num=0]
Epoch 0: : 625it [01:57,  5.34it/s, loss=0.0787, v_num=0]
Epoch 0: : 626it [01:57,  5.35it/s, loss=0.0787, v_num=0]
Epoch 0: : 626it [01:57,  5.34it/s, loss=0.0778, v_num=0]
Epoch 0: : 627it [01:57,  5.35it/s, loss=0.0778, v_num=0]
Epoch 0: : 627it [01:57,  5.35it/s, loss=0.078, v_num=0] 
Epoch 0: : 628it [01:57,  5.36it/s, loss=0.078, v_num=0]
Epoch 0: : 628it [01:57,  5.36it/s, loss=0.0778, v_num=0]
Epoch 0: : 629it [01:57,  5.36it/s, loss=0.0778, v_num=0]
Epoch 0: : 629it [01:57,  5.36it/s, loss=0.0775, v_num=0]
Epoch 0: : 630it [01:57,  5.37it/s, loss=0.0775, v_num=0]
Epoch 0: : 630it [01:57,  5.37it/s, loss=0.0768, v_num=0]
Epoch 0: : 631it [01:57,  5.38it/s, loss=0.0768, v_num=0]
Epoch 0: : 631it [01:57,  5.38it/s, loss=0.077, v_num=0] 
Epoch 0: : 632it [01:57,  5.38it/s, loss=0.077, v_num=0]
Epoch 0: : 632it [01:57,  5.38it/s, loss=0.0766, v_num=0]
Epoch 0: : 633it [01:57,  5.39it/s, loss=0.0766, v_num=0]
Epoch 0: : 633it [01:57,  5.39it/s, loss=0.0772, v_num=0]
Epoch 0: : 634it [01:57,  5.40it/s, loss=0.0772, v_num=0]
Epoch 0: : 634it [01:57,  5.40it/s, loss=0.0773, v_num=0]
Epoch 0: : 635it [01:57,  5.40it/s, loss=0.0773, v_num=0]
Epoch 0: : 635it [01:57,  5.40it/s, loss=0.0773, v_num=0]
Epoch 0: : 636it [01:57,  5.41it/s, loss=0.0773, v_num=0]
Epoch 0: : 636it [01:57,  5.41it/s, loss=0.0771, v_num=0]
Epoch 0: : 637it [01:57,  5.41it/s, loss=0.0771, v_num=0]
Epoch 0: : 637it [01:57,  5.41it/s, loss=0.077, v_num=0] 
Epoch 0: : 638it [01:57,  5.42it/s, loss=0.077, v_num=0]
Epoch 0: : 638it [01:57,  5.42it/s, loss=0.0765, v_num=0]
Epoch 0: : 639it [01:57,  5.43it/s, loss=0.0765, v_num=0]
Epoch 0: : 639it [01:57,  5.43it/s, loss=0.0763, v_num=0]
Epoch 0: : 640it [01:57,  5.43it/s, loss=0.0763, v_num=0]
Epoch 0: : 640it [01:57,  5.43it/s, loss=0.0763, v_num=0]
Epoch 0: : 641it [01:57,  5.44it/s, loss=0.0763, v_num=0]
Epoch 0: : 641it [01:57,  5.44it/s, loss=0.0756, v_num=0]
Epoch 0: : 642it [01:57,  5.45it/s, loss=0.0756, v_num=0]
Epoch 0: : 642it [01:57,  5.45it/s, loss=0.0757, v_num=0]
Epoch 0: : 643it [01:57,  5.45it/s, loss=0.0757, v_num=0]
Epoch 0: : 643it [01:57,  5.45it/s, loss=0.075, v_num=0] 
Epoch 0: : 644it [01:57,  5.46it/s, loss=0.075, v_num=0]
Epoch 0: : 644it [01:57,  5.46it/s, loss=0.0752, v_num=0]
Epoch 0: : 645it [01:58,  5.46it/s, loss=0.0752, v_num=0]
Epoch 0: : 645it [01:58,  5.46it/s, loss=0.0757, v_num=0]
Epoch 0: : 646it [01:58,  5.47it/s, loss=0.0757, v_num=0]
Epoch 0: : 646it [01:58,  5.47it/s, loss=0.0761, v_num=0]
Epoch 0: : 647it [01:58,  5.48it/s, loss=0.0761, v_num=0]
Epoch 0: : 647it [01:58,  5.48it/s, loss=0.076, v_num=0] 
Epoch 0: : 648it [01:58,  5.48it/s, loss=0.076, v_num=0]
Epoch 0: : 648it [01:58,  5.48it/s, loss=0.0765, v_num=0]
Epoch 0: : 649it [01:58,  5.49it/s, loss=0.0765, v_num=0]
Epoch 0: : 649it [01:58,  5.49it/s, loss=0.0766, v_num=0]
Epoch 0: : 650it [01:58,  5.50it/s, loss=0.0766, v_num=0]
Epoch 0: : 650it [01:58,  5.50it/s, loss=0.0768, v_num=0]
Epoch 0: : 651it [01:58,  5.50it/s, loss=0.0768, v_num=0]
Epoch 0: : 651it [01:58,  5.50it/s, loss=0.0766, v_num=0]
Epoch 0: : 652it [01:58,  5.51it/s, loss=0.0766, v_num=0]
Epoch 0: : 652it [01:58,  5.51it/s, loss=0.076, v_num=0] 
Epoch 0: : 653it [01:58,  5.51it/s, loss=0.076, v_num=0]
Epoch 0: : 653it [01:58,  5.51it/s, loss=0.0755, v_num=0]
Epoch 0: : 654it [01:58,  5.52it/s, loss=0.0755, v_num=0]
Epoch 0: : 654it [01:58,  5.52it/s, loss=0.0754, v_num=0]
Epoch 0: : 655it [01:58,  5.53it/s, loss=0.0754, v_num=0]
Epoch 0: : 655it [01:58,  5.53it/s, loss=0.0754, v_num=0]
Epoch 0: : 656it [01:58,  5.53it/s, loss=0.0754, v_num=0]
Epoch 0: : 656it [01:58,  5.53it/s, loss=0.0755, v_num=0]
Epoch 0: : 657it [01:58,  5.54it/s, loss=0.0755, v_num=0]
Epoch 0: : 657it [01:58,  5.54it/s, loss=0.0755, v_num=0]
Epoch 0: : 658it [01:58,  5.55it/s, loss=0.0755, v_num=0]
Epoch 0: : 658it [01:58,  5.55it/s, loss=0.0759, v_num=0]
Epoch 0: : 659it [01:58,  5.55it/s, loss=0.0759, v_num=0]
Epoch 0: : 659it [01:58,  5.55it/s, loss=0.076, v_num=0] 
Epoch 0: : 660it [01:58,  5.56it/s, loss=0.076, v_num=0]
Epoch 0: : 660it [01:58,  5.56it/s, loss=0.076, v_num=0]
Epoch 0: : 661it [01:58,  5.56it/s, loss=0.076, v_num=0]
Epoch 0: : 661it [01:58,  5.56it/s, loss=0.0766, v_num=0]
Epoch 0: : 662it [01:58,  5.57it/s, loss=0.0766, v_num=0]
Epoch 0: : 662it [01:58,  5.57it/s, loss=0.0763, v_num=0]
Epoch 0: : 663it [01:58,  5.58it/s, loss=0.0763, v_num=0]
Epoch 0: : 663it [01:58,  5.58it/s, loss=0.0765, v_num=0]
Epoch 0: : 664it [01:58,  5.58it/s, loss=0.0765, v_num=0]
Epoch 0: : 664it [01:58,  5.58it/s, loss=0.0761, v_num=0]
Epoch 0: : 665it [01:58,  5.59it/s, loss=0.0761, v_num=0]
Epoch 0: : 665it [01:58,  5.59it/s, loss=0.0761, v_num=0]
Epoch 0: : 666it [01:59,  5.60it/s, loss=0.0761, v_num=0]
Epoch 0: : 666it [01:59,  5.60it/s, loss=0.0754, v_num=0]
Epoch 0: : 667it [01:59,  5.60it/s, loss=0.0754, v_num=0]
Epoch 0: : 667it [01:59,  5.60it/s, loss=0.0753, v_num=0]
Epoch 0: : 668it [01:59,  5.61it/s, loss=0.0753, v_num=0]
Epoch 0: : 668it [01:59,  5.61it/s, loss=0.0751, v_num=0]
Epoch 0: : 669it [01:59,  5.61it/s, loss=0.0751, v_num=0]
Epoch 0: : 669it [01:59,  5.61it/s, loss=0.0744, v_num=0]
Epoch 0: : 670it [01:59,  5.62it/s, loss=0.0744, v_num=0]
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Epoch 0: : 678it [01:59,  5.67it/s, loss=0.0743, v_num=0]
Epoch 0: : 678it [01:59,  5.67it/s, loss=0.0746, v_num=0]
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Epoch 0: : 679it [01:59,  5.67it/s, loss=0.075, v_num=0] 
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Epoch 0: : 682it [01:59,  5.69it/s, loss=0.074, v_num=0]
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Epoch 0: : 689it [02:00,  5.74it/s, loss=0.0748, v_num=0]
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Epoch 0: : 704it [02:00,  5.83it/s, loss=0.0729, v_num=0]
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Epoch 0: : 707it [02:00,  5.84it/s, loss=0.0738, v_num=0]
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Epoch 0: : 710it [02:01,  5.86it/s, loss=0.0734, v_num=0]
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Epoch 0: : 714it [02:01,  5.88it/s, loss=0.0732, v_num=0]
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Epoch 0: : 719it [02:01,  5.91it/s, loss=0.074, v_num=0]
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Epoch 0: : 726it [02:01,  5.96it/s, loss=0.0728, v_num=0]
Epoch 0: : 727it [02:01,  5.96it/s, loss=0.0728, v_num=0]
Epoch 0: : 727it [02:01,  5.96it/s, loss=0.0732, v_num=0]
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Epoch 0: : 730it [02:02,  5.98it/s, loss=0.073, v_num=0] 
Epoch 0: : 731it [02:02,  5.98it/s, loss=0.073, v_num=0]
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Epoch 0: : 732it [02:02,  5.99it/s, loss=0.0729, v_num=0]
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Epoch 0: : 734it [02:02,  6.00it/s, loss=0.0729, v_num=0]
Epoch 0: : 734it [02:02,  6.00it/s, loss=0.0731, v_num=0]
Epoch 0: : 735it [02:02,  6.01it/s, loss=0.0731, v_num=0]
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Epoch 0: : 737it [02:02,  6.02it/s, loss=0.0728, v_num=0]
Epoch 0: : 738it [02:02,  6.03it/s, loss=0.0728, v_num=0]
Epoch 0: : 738it [02:02,  6.03it/s, loss=0.0721, v_num=0]
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Epoch 0: : 739it [02:02,  6.03it/s, loss=0.0719, v_num=0]
Epoch 0: : 740it [02:02,  6.04it/s, loss=0.0719, v_num=0]
Epoch 0: : 740it [02:02,  6.04it/s, loss=0.0714, v_num=0]
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Epoch 0: : 741it [02:02,  6.04it/s, loss=0.0712, v_num=0]
Epoch 0: : 742it [02:02,  6.05it/s, loss=0.0712, v_num=0]
Epoch 0: : 742it [02:02,  6.05it/s, loss=0.0721, v_num=0]
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Epoch 0: : 743it [02:02,  6.05it/s, loss=0.0726, v_num=0]
Epoch 0: : 744it [02:02,  6.06it/s, loss=0.0726, v_num=0]
Epoch 0: : 744it [02:02,  6.06it/s, loss=0.0727, v_num=0]
Epoch 0: : 745it [02:02,  6.07it/s, loss=0.0727, v_num=0]
Epoch 0: : 745it [02:02,  6.07it/s, loss=0.0731, v_num=0]
Epoch 0: : 746it [02:02,  6.07it/s, loss=0.0731, v_num=0]
Epoch 0: : 746it [02:02,  6.07it/s, loss=0.074, v_num=0] 
Epoch 0: : 747it [02:02,  6.08it/s, loss=0.074, v_num=0]
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Epoch 0: : 748it [02:02,  6.08it/s, loss=0.073, v_num=0]
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Epoch 0: : 749it [02:03,  6.09it/s, loss=0.0733, v_num=0]
Epoch 0: : 749it [02:03,  6.09it/s, loss=0.0734, v_num=0]
Epoch 0: : 750it [02:03,  6.09it/s, loss=0.0734, v_num=0]
Epoch 0: : 750it [02:03,  6.09it/s, loss=0.0736, v_num=0]
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Epoch 0: : 752it [02:03,  6.11it/s, loss=0.0734, v_num=0]
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Epoch 0: : 753it [02:03,  6.11it/s, loss=0.0736, v_num=0]
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Epoch 0: : 754it [02:03,  6.12it/s, loss=0.0736, v_num=0]
Epoch 0: : 754it [02:03,  6.12it/s, loss=0.0733, v_num=0]
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Epoch 0: : 755it [02:03,  6.12it/s, loss=0.0735, v_num=0]
Epoch 0: : 756it [02:03,  6.13it/s, loss=0.0735, v_num=0]
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Epoch 0: : 757it [02:03,  6.13it/s, loss=0.074, v_num=0]
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Epoch 0: : 758it [02:03,  6.14it/s, loss=0.0733, v_num=0]
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Epoch 0: : 759it [02:03,  6.15it/s, loss=0.073, v_num=0]
Epoch 0: : 759it [02:03,  6.15it/s, loss=0.0732, v_num=0]
Epoch 0: : 760it [02:03,  6.15it/s, loss=0.0732, v_num=0]
Epoch 0: : 760it [02:03,  6.15it/s, loss=0.0727, v_num=0]
Epoch 0: : 761it [02:03,  6.16it/s, loss=0.0727, v_num=0]
Epoch 0: : 761it [02:03,  6.16it/s, loss=0.0726, v_num=0]
Epoch 0: : 762it [02:03,  6.16it/s, loss=0.0726, v_num=0]
Epoch 0: : 762it [02:03,  6.16it/s, loss=0.0718, v_num=0]
Epoch 0: : 763it [02:03,  6.17it/s, loss=0.0718, v_num=0]
Epoch 0: : 763it [02:03,  6.17it/s, loss=0.0711, v_num=0]
Epoch 0: : 764it [02:03,  6.17it/s, loss=0.0711, v_num=0]
Epoch 0: : 764it [02:03,  6.17it/s, loss=0.0711, v_num=0]
Epoch 0: : 765it [02:03,  6.18it/s, loss=0.0711, v_num=0]
Epoch 0: : 765it [02:03,  6.18it/s, loss=0.0707, v_num=0]
Epoch 0: : 766it [02:03,  6.19it/s, loss=0.0707, v_num=0]
Epoch 0: : 766it [02:03,  6.19it/s, loss=0.0697, v_num=0]
Epoch 0: : 767it [02:03,  6.19it/s, loss=0.0697, v_num=0]
Epoch 0: : 767it [02:03,  6.19it/s, loss=0.0701, v_num=0]
Epoch 0: : 768it [02:03,  6.20it/s, loss=0.0701, v_num=0]
Epoch 0: : 768it [02:03,  6.20it/s, loss=0.0691, v_num=0]
Epoch 0: : 769it [02:03,  6.20it/s, loss=0.0691, v_num=0]
Epoch 0: : 769it [02:03,  6.20it/s, loss=0.0691, v_num=0]
Epoch 0: : 770it [02:04,  6.21it/s, loss=0.0691, v_num=0]
Epoch 0: : 770it [02:04,  6.21it/s, loss=0.0688, v_num=0]
Epoch 0: : 771it [02:04,  6.21it/s, loss=0.0688, v_num=0]
Epoch 0: : 771it [02:04,  6.21it/s, loss=0.069, v_num=0] 
Epoch 0: : 772it [02:04,  6.22it/s, loss=0.069, v_num=0]
Epoch 0: : 772it [02:04,  6.22it/s, loss=0.069, v_num=0]
Epoch 0: : 773it [02:04,  6.23it/s, loss=0.069, v_num=0]
Epoch 0: : 773it [02:04,  6.23it/s, loss=0.0691, v_num=0]
Epoch 0: : 774it [02:04,  6.23it/s, loss=0.0691, v_num=0]
Epoch 0: : 774it [02:04,  6.23it/s, loss=0.0706, v_num=0]
Epoch 0: : 775it [02:04,  6.24it/s, loss=0.0706, v_num=0]
Epoch 0: : 775it [02:04,  6.24it/s, loss=0.0703, v_num=0]
Epoch 0: : 776it [02:04,  6.24it/s, loss=0.0703, v_num=0]
Epoch 0: : 776it [02:04,  6.24it/s, loss=0.0708, v_num=0]
Epoch 0: : 777it [02:04,  6.25it/s, loss=0.0708, v_num=0]
Epoch 0: : 777it [02:04,  6.25it/s, loss=0.0712, v_num=0]
Epoch 0: : 778it [02:04,  6.25it/s, loss=0.0712, v_num=0]
Epoch 0: : 778it [02:04,  6.25it/s, loss=0.0718, v_num=0]
Epoch 0: : 779it [02:04,  6.26it/s, loss=0.0718, v_num=0]
Epoch 0: : 779it [02:04,  6.26it/s, loss=0.0709, v_num=0]
Epoch 0: : 780it [02:04,  6.27it/s, loss=0.0709, v_num=0]
Epoch 0: : 780it [02:04,  6.27it/s, loss=0.0713, v_num=0]
Epoch 0: : 781it [02:04,  6.27it/s, loss=0.0713, v_num=0]
Epoch 0: : 781it [02:04,  6.27it/s, loss=0.0714, v_num=0]
Epoch 0: : 782it [02:04,  6.28it/s, loss=0.0714, v_num=0]
Epoch 0: : 782it [02:04,  6.28it/s, loss=0.0721, v_num=0]
Epoch 0: : 783it [02:04,  6.28it/s, loss=0.0721, v_num=0]
Epoch 0: : 783it [02:04,  6.28it/s, loss=0.0719, v_num=0]
Epoch 0: : 784it [02:04,  6.29it/s, loss=0.0719, v_num=0]
Epoch 0: : 784it [02:04,  6.29it/s, loss=0.0723, v_num=0]
Epoch 0: : 785it [02:04,  6.29it/s, loss=0.0723, v_num=0]
Epoch 0: : 785it [02:04,  6.29it/s, loss=0.0725, v_num=0]
Epoch 0: : 786it [02:04,  6.30it/s, loss=0.0725, v_num=0]
Epoch 0: : 786it [02:04,  6.30it/s, loss=0.0728, v_num=0]
Epoch 0: : 787it [02:04,  6.30it/s, loss=0.0728, v_num=0]
Epoch 0: : 787it [02:04,  6.30it/s, loss=0.0727, v_num=0]
Epoch 0: : 788it [02:04,  6.31it/s, loss=0.0727, v_num=0]
Epoch 0: : 788it [02:04,  6.31it/s, loss=0.0734, v_num=0]
Epoch 0: : 789it [02:04,  6.32it/s, loss=0.0734, v_num=0]
Epoch 0: : 789it [02:04,  6.32it/s, loss=0.0733, v_num=0]
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Epoch 0: : 790it [02:04,  6.32it/s, loss=0.0735, v_num=0]
Epoch 0: : 791it [02:05,  6.33it/s, loss=0.0735, v_num=0]
Epoch 0: : 791it [02:05,  6.33it/s, loss=0.073, v_num=0] 
Epoch 0: : 792it [02:05,  6.33it/s, loss=0.073, v_num=0]
Epoch 0: : 792it [02:05,  6.33it/s, loss=0.0732, v_num=0]
Epoch 0: : 793it [02:05,  6.34it/s, loss=0.0732, v_num=0]
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Epoch 0: : 794it [02:05,  6.34it/s, loss=0.072, v_num=0] 
Epoch 0: : 795it [02:05,  6.35it/s, loss=0.072, v_num=0]
Epoch 0: : 795it [02:05,  6.35it/s, loss=0.0722, v_num=0]
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Epoch 0: : 796it [02:05,  6.35it/s, loss=0.0712, v_num=0]
Epoch 0: : 797it [02:05,  6.36it/s, loss=0.0712, v_num=0]
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Epoch 0: : 798it [02:05,  6.37it/s, loss=0.0709, v_num=0]
Epoch 0: : 798it [02:05,  6.37it/s, loss=0.0701, v_num=0]
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Epoch 0: : 799it [02:05,  6.37it/s, loss=0.071, v_num=0] 
Epoch 0: : 800it [02:05,  6.38it/s, loss=0.071, v_num=0]
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Epoch 0: : 801it [02:05,  6.38it/s, loss=0.0706, v_num=0]
Epoch 0: : 802it [02:05,  6.39it/s, loss=0.0706, v_num=0]
Epoch 0: : 802it [02:05,  6.39it/s, loss=0.0704, v_num=0]
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Epoch 0: : 807it [02:05,  6.42it/s, loss=0.07, v_num=0]  
Epoch 0: : 808it [02:05,  6.42it/s, loss=0.07, v_num=0]
Epoch 0: : 808it [02:05,  6.42it/s, loss=0.0703, v_num=0]
Epoch 0: : 809it [02:05,  6.43it/s, loss=0.0703, v_num=0]
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Epoch 0: : 811it [02:05,  6.44it/s, loss=0.0698, v_num=0]
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Epoch 0: : 814it [02:06,  6.45it/s, loss=0.0696, v_num=0]
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Epoch 0: : 817it [02:06,  6.47it/s, loss=0.07, v_num=0]  
Epoch 0: : 818it [02:06,  6.48it/s, loss=0.07, v_num=0]
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Epoch 0: : 819it [02:06,  6.48it/s, loss=0.07, v_num=0]
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Epoch 0: : 820it [02:06,  6.49it/s, loss=0.0695, v_num=0]
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Epoch 0: : 822it [02:06,  6.50it/s, loss=0.0699, v_num=0]
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Epoch 0: : 824it [02:06,  6.51it/s, loss=0.07, v_num=0]
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Epoch 0: : 828it [02:06,  6.53it/s, loss=0.0698, v_num=0]
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Epoch 0: : 839it [02:07,  6.59it/s, loss=0.0683, v_num=0]
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Epoch 0: : 840it [02:07,  6.59it/s, loss=0.0682, v_num=0]
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Epoch 0: : 841it [02:07,  6.60it/s, loss=0.0678, v_num=0]
Epoch 0: : 842it [02:07,  6.61it/s, loss=0.0678, v_num=0]
Epoch 0: : 842it [02:07,  6.61it/s, loss=0.0673, v_num=0]
Epoch 0: : 843it [02:07,  6.61it/s, loss=0.0673, v_num=0]
Epoch 0: : 843it [02:07,  6.61it/s, loss=0.0663, v_num=0]
Epoch 0: : 844it [02:07,  6.62it/s, loss=0.0663, v_num=0]
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Epoch 0: : 846it [02:07,  6.63it/s, loss=0.067, v_num=0]
Epoch 0: : 846it [02:07,  6.63it/s, loss=0.0667, v_num=0]
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Epoch 0: : 849it [02:07,  6.64it/s, loss=0.0662, v_num=0]
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Epoch 0: : 850it [02:07,  6.65it/s, loss=0.066, v_num=0]
Epoch 0: : 850it [02:07,  6.65it/s, loss=0.0665, v_num=0]
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Epoch 0: : 851it [02:07,  6.65it/s, loss=0.0668, v_num=0]
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Epoch 0: : 853it [02:07,  6.66it/s, loss=0.067, v_num=0]
Epoch 0: : 853it [02:07,  6.66it/s, loss=0.0673, v_num=0]
Epoch 0: : 854it [02:08,  6.67it/s, loss=0.0673, v_num=0]
Epoch 0: : 854it [02:08,  6.67it/s, loss=0.0677, v_num=0]
Epoch 0: : 855it [02:08,  6.67it/s, loss=0.0677, v_num=0]
Epoch 0: : 855it [02:08,  6.67it/s, loss=0.068, v_num=0] 
Epoch 0: : 856it [02:08,  6.68it/s, loss=0.068, v_num=0]
Epoch 0: : 856it [02:08,  6.68it/s, loss=0.0676, v_num=0]
Epoch 0: : 857it [02:08,  6.69it/s, loss=0.0676, v_num=0]
Epoch 0: : 857it [02:08,  6.69it/s, loss=0.0676, v_num=0]
Epoch 0: : 858it [02:08,  6.69it/s, loss=0.0676, v_num=0]
Epoch 0: : 858it [02:08,  6.69it/s, loss=0.0677, v_num=0]
Epoch 0: : 859it [02:08,  6.70it/s, loss=0.0677, v_num=0]
Epoch 0: : 859it [02:08,  6.70it/s, loss=0.0681, v_num=0]
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Epoch 0: : 861it [02:08,  6.71it/s, loss=0.0681, v_num=0]
Epoch 0: : 861it [02:08,  6.71it/s, loss=0.0683, v_num=0]
Epoch 0: : 862it [02:08,  6.71it/s, loss=0.0683, v_num=0]
Epoch 0: : 862it [02:08,  6.71it/s, loss=0.0693, v_num=0]
Epoch 0: : 863it [02:08,  6.72it/s, loss=0.0693, v_num=0]
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Epoch 0: : 864it [02:08,  6.72it/s, loss=0.0697, v_num=0]
Epoch 0: : 864it [02:08,  6.72it/s, loss=0.0691, v_num=0]
Epoch 0: : 865it [02:08,  6.73it/s, loss=0.0691, v_num=0]
Epoch 0: : 865it [02:08,  6.73it/s, loss=0.0692, v_num=0]
Epoch 0: : 866it [02:08,  6.73it/s, loss=0.0692, v_num=0]
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Epoch 0: : 867it [02:08,  6.74it/s, loss=0.0691, v_num=0]
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Epoch 0: : 868it [02:08,  6.74it/s, loss=0.0694, v_num=0]
Epoch 0: : 868it [02:08,  6.74it/s, loss=0.0697, v_num=0]
Epoch 0: : 869it [02:08,  6.75it/s, loss=0.0697, v_num=0]
Epoch 0: : 869it [02:08,  6.75it/s, loss=0.0696, v_num=0]
Epoch 0: : 870it [02:08,  6.75it/s, loss=0.0696, v_num=0]
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Epoch 0: : 871it [02:08,  6.76it/s, loss=0.0696, v_num=0]
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Epoch 0: : 872it [02:08,  6.76it/s, loss=0.0696, v_num=0]
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Epoch 0: : 873it [02:08,  6.77it/s, loss=0.0697, v_num=0]
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Epoch 0: : 874it [02:09,  6.77it/s, loss=0.0694, v_num=0]
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Epoch 0: : 875it [02:09,  6.78it/s, loss=0.0691, v_num=0]
Epoch 0: : 875it [02:09,  6.78it/s, loss=0.069, v_num=0] 
Epoch 0: : 876it [02:09,  6.79it/s, loss=0.069, v_num=0]
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Epoch 0: : 877it [02:09,  6.79it/s, loss=0.0691, v_num=0]
Epoch 0: : 877it [02:09,  6.79it/s, loss=0.0687, v_num=0]
Epoch 0: : 878it [02:09,  6.80it/s, loss=0.0687, v_num=0]
Epoch 0: : 878it [02:09,  6.80it/s, loss=0.0685, v_num=0]
Epoch 0: : 879it [02:09,  6.80it/s, loss=0.0685, v_num=0]
Epoch 0: : 879it [02:09,  6.80it/s, loss=0.0682, v_num=0]
Epoch 0: : 880it [02:09,  6.81it/s, loss=0.0682, v_num=0]
Epoch 0: : 880it [02:09,  6.81it/s, loss=0.068, v_num=0] 
Epoch 0: : 881it [02:09,  6.81it/s, loss=0.068, v_num=0]
Epoch 0: : 881it [02:09,  6.81it/s, loss=0.0679, v_num=0]
Epoch 0: : 882it [02:09,  6.82it/s, loss=0.0679, v_num=0]
Epoch 0: : 882it [02:09,  6.82it/s, loss=0.067, v_num=0] 
Epoch 0: : 883it [02:09,  6.82it/s, loss=0.067, v_num=0]
Epoch 0: : 883it [02:09,  6.82it/s, loss=0.0668, v_num=0]
Epoch 0: : 884it [02:09,  6.83it/s, loss=0.0668, v_num=0]
Epoch 0: : 884it [02:09,  6.83it/s, loss=0.0667, v_num=0]
Epoch 0: : 885it [02:09,  6.83it/s, loss=0.0667, v_num=0]
Epoch 0: : 885it [02:09,  6.83it/s, loss=0.0665, v_num=0]
Epoch 0: : 886it [02:09,  6.84it/s, loss=0.0665, v_num=0]
Epoch 0: : 886it [02:09,  6.84it/s, loss=0.0663, v_num=0]
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Epoch 0: : 888it [02:09,  6.85it/s, loss=0.0662, v_num=0]
Epoch 0: : 888it [02:09,  6.85it/s, loss=0.0658, v_num=0]
Epoch 0: : 889it [02:09,  6.85it/s, loss=0.0658, v_num=0]
Epoch 0: : 889it [02:09,  6.85it/s, loss=0.0659, v_num=0]
Epoch 0: : 890it [02:09,  6.86it/s, loss=0.0659, v_num=0]
Epoch 0: : 890it [02:09,  6.86it/s, loss=0.0657, v_num=0]
Epoch 0: : 891it [02:09,  6.86it/s, loss=0.0657, v_num=0]
Epoch 0: : 891it [02:09,  6.86it/s, loss=0.0655, v_num=0]
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Epoch 0: : 892it [02:09,  6.87it/s, loss=0.0656, v_num=0]
Epoch 0: : 893it [02:09,  6.87it/s, loss=0.0656, v_num=0]
Epoch 0: : 893it [02:09,  6.87it/s, loss=0.0652, v_num=0]
Epoch 0: : 894it [02:09,  6.88it/s, loss=0.0652, v_num=0]
Epoch 0: : 894it [02:09,  6.88it/s, loss=0.0653, v_num=0]
Epoch 0: : 895it [02:10,  6.88it/s, loss=0.0653, v_num=0]
Epoch 0: : 895it [02:10,  6.88it/s, loss=0.0657, v_num=0]
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Epoch 0: : 896it [02:10,  6.89it/s, loss=0.066, v_num=0] 
Epoch 0: : 897it [02:10,  6.89it/s, loss=0.066, v_num=0]
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Epoch 0: : 900it [02:10,  6.91it/s, loss=0.0655, v_num=0]
Epoch 0: : 900it [02:10,  6.91it/s, loss=0.0661, v_num=0]
Epoch 0: : 901it [02:10,  6.91it/s, loss=0.0661, v_num=0]
Epoch 0: : 901it [02:10,  6.91it/s, loss=0.0663, v_num=0]
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Epoch 0: : 902it [02:10,  6.92it/s, loss=0.0667, v_num=0]
Epoch 0: : 903it [02:10,  6.92it/s, loss=0.0667, v_num=0]
Epoch 0: : 903it [02:10,  6.92it/s, loss=0.0668, v_num=0]
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Epoch 0: : 905it [02:10,  6.94it/s, loss=0.0667, v_num=0]
Epoch 0: : 905it [02:10,  6.94it/s, loss=0.0669, v_num=0]
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Epoch 0: : 906it [02:10,  6.94it/s, loss=0.067, v_num=0] 
Epoch 0: : 907it [02:10,  6.95it/s, loss=0.067, v_num=0]
Epoch 0: : 907it [02:10,  6.95it/s, loss=0.0675, v_num=0]
Epoch 0: : 908it [02:10,  6.95it/s, loss=0.0675, v_num=0]
Epoch 0: : 908it [02:10,  6.95it/s, loss=0.0682, v_num=0]
Epoch 0: : 909it [02:10,  6.96it/s, loss=0.0682, v_num=0]
Epoch 0: : 909it [02:10,  6.96it/s, loss=0.0681, v_num=0]
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Epoch 0: : 911it [02:10,  6.97it/s, loss=0.0682, v_num=0]
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Epoch 0: : 912it [02:10,  6.97it/s, loss=0.0683, v_num=0]
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Epoch 0: : 913it [02:10,  6.98it/s, loss=0.0684, v_num=0]
Epoch 0: : 914it [02:10,  6.98it/s, loss=0.0684, v_num=0]
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Epoch 0: : 915it [02:10,  6.99it/s, loss=0.0684, v_num=0]
Epoch 0: : 915it [02:10,  6.99it/s, loss=0.068, v_num=0] 
Epoch 0: : 916it [02:11,  6.99it/s, loss=0.068, v_num=0]
Epoch 0: : 916it [02:11,  6.99it/s, loss=0.0678, v_num=0]
Epoch 0: : 917it [02:11,  7.00it/s, loss=0.0678, v_num=0]
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Epoch 0: : 918it [02:11,  7.00it/s, loss=0.0679, v_num=0]
Epoch 0: : 918it [02:11,  7.00it/s, loss=0.0687, v_num=0]
Epoch 0: : 919it [02:11,  7.01it/s, loss=0.0687, v_num=0]
Epoch 0: : 919it [02:11,  7.01it/s, loss=0.069, v_num=0] 
Epoch 0: : 920it [02:11,  7.01it/s, loss=0.069, v_num=0]
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Epoch 0: : 922it [02:11,  7.02it/s, loss=0.0682, v_num=0]
Epoch 0: : 922it [02:11,  7.02it/s, loss=0.0686, v_num=0]
Epoch 0: : 923it [02:11,  7.03it/s, loss=0.0686, v_num=0]
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Epoch 0: : 924it [02:11,  7.03it/s, loss=0.0688, v_num=0]
Epoch 0: : 924it [02:11,  7.03it/s, loss=0.0687, v_num=0]
Epoch 0: : 925it [02:11,  7.04it/s, loss=0.0687, v_num=0]
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Epoch 0: : 926it [02:11,  7.04it/s, loss=0.0691, v_num=0]
Epoch 0: : 927it [02:11,  7.05it/s, loss=0.0691, v_num=0]
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Epoch 0: : 930it [02:11,  7.06it/s, loss=0.0677, v_num=0]
Epoch 0: : 931it [02:11,  7.07it/s, loss=0.0677, v_num=0]
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Epoch 0: : 932it [02:11,  7.07it/s, loss=0.0679, v_num=0]
Epoch 0: : 932it [02:11,  7.07it/s, loss=0.068, v_num=0] 
Epoch 0: : 933it [02:11,  7.08it/s, loss=0.068, v_num=0]
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Epoch 0: : 934it [02:11,  7.08it/s, loss=0.0677, v_num=0]
Epoch 0: : 935it [02:11,  7.09it/s, loss=0.0677, v_num=0]
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Epoch 0: : 936it [02:11,  7.09it/s, loss=0.0679, v_num=0]
Epoch 0: : 936it [02:11,  7.09it/s, loss=0.0687, v_num=0]
Epoch 0: : 937it [02:12,  7.10it/s, loss=0.0687, v_num=0]
Epoch 0: : 937it [02:12,  7.10it/s, loss=0.0691, v_num=0]
Epoch 0: : 938it [02:12,  7.10it/s, loss=0.0691, v_num=0]
Epoch 0: : 938it [02:12,  7.10it/s, loss=0.0686, v_num=0]
Epoch 0: : 939it [02:12,  7.11it/s, loss=0.0686, v_num=0]
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Epoch 0: : 940it [02:12,  7.11it/s, loss=0.0678, v_num=0]
Epoch 0: : 940it [02:12,  7.11it/s, loss=0.0676, v_num=0]
Epoch 0: : 941it [02:12,  7.12it/s, loss=0.0676, v_num=0]
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Epoch 0: : 942it [02:12,  7.12it/s, loss=0.0673, v_num=0]
Epoch 0: : 943it [02:12,  7.13it/s, loss=0.0673, v_num=0]
Epoch 0: : 943it [02:12,  7.13it/s, loss=0.0669, v_num=0]
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Epoch 0: : 945it [02:12,  7.14it/s, loss=0.067, v_num=0]
Epoch 0: : 945it [02:12,  7.14it/s, loss=0.0666, v_num=0]
Epoch 0: : 946it [02:12,  7.14it/s, loss=0.0666, v_num=0]
Epoch 0: : 946it [02:12,  7.14it/s, loss=0.0666, v_num=0]
Epoch 0: : 947it [02:12,  7.15it/s, loss=0.0666, v_num=0]
Epoch 0: : 947it [02:12,  7.15it/s, loss=0.0666, v_num=0]
Epoch 0: : 948it [02:12,  7.15it/s, loss=0.0666, v_num=0]
Epoch 0: : 948it [02:12,  7.15it/s, loss=0.0667, v_num=0]
Epoch 0: : 949it [02:12,  7.16it/s, loss=0.0667, v_num=0]
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Epoch 0: : 950it [02:12,  7.16it/s, loss=0.067, v_num=0]
Epoch 0: : 950it [02:12,  7.16it/s, loss=0.0675, v_num=0]
Epoch 0: : 951it [02:12,  7.17it/s, loss=0.0675, v_num=0]
Epoch 0: : 951it [02:12,  7.17it/s, loss=0.0667, v_num=0]
Epoch 0: : 952it [02:12,  7.17it/s, loss=0.0667, v_num=0]
Epoch 0: : 952it [02:12,  7.17it/s, loss=0.0664, v_num=0]
Epoch 0: : 953it [02:12,  7.18it/s, loss=0.0664, v_num=0]
Epoch 0: : 953it [02:12,  7.18it/s, loss=0.0664, v_num=0]
Epoch 0: : 954it [02:12,  7.18it/s, loss=0.0664, v_num=0]
Epoch 0: : 954it [02:12,  7.18it/s, loss=0.0666, v_num=0]
Epoch 0: : 955it [02:12,  7.19it/s, loss=0.0666, v_num=0]
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Epoch 0: : 956it [02:12,  7.19it/s, loss=0.0664, v_num=0]
Epoch 0: : 956it [02:12,  7.19it/s, loss=0.0657, v_num=0]
Epoch 0: : 957it [02:12,  7.20it/s, loss=0.0657, v_num=0]
Epoch 0: : 957it [02:12,  7.20it/s, loss=0.0656, v_num=0]
Epoch 0: : 958it [02:13,  7.20it/s, loss=0.0656, v_num=0]
Epoch 0: : 958it [02:13,  7.20it/s, loss=0.0653, v_num=0]
Epoch 0: : 959it [02:13,  7.21it/s, loss=0.0653, v_num=0]
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Epoch 0: : 960it [02:13,  7.21it/s, loss=0.0655, v_num=0]
Epoch 0: : 960it [02:13,  7.21it/s, loss=0.0652, v_num=0]
Epoch 0: : 961it [02:13,  7.22it/s, loss=0.0652, v_num=0]
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Epoch 0: : 962it [02:13,  7.22it/s, loss=0.0648, v_num=0]
Epoch 0: : 962it [02:13,  7.22it/s, loss=0.0644, v_num=0]
Epoch 0: : 963it [02:13,  7.23it/s, loss=0.0644, v_num=0]
Epoch 0: : 963it [02:13,  7.23it/s, loss=0.0641, v_num=0]
Epoch 0: : 964it [02:13,  7.23it/s, loss=0.0641, v_num=0]
Epoch 0: : 964it [02:13,  7.23it/s, loss=0.0645, v_num=0]
Epoch 0: : 965it [02:13,  7.24it/s, loss=0.0645, v_num=0]
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Epoch 0: : 966it [02:13,  7.24it/s, loss=0.0644, v_num=0]
Epoch 0: : 966it [02:13,  7.24it/s, loss=0.064, v_num=0] 
Epoch 0: : 967it [02:13,  7.24it/s, loss=0.064, v_num=0]
Epoch 0: : 967it [02:13,  7.24it/s, loss=0.0638, v_num=0]
Epoch 0: : 968it [02:13,  7.25it/s, loss=0.0638, v_num=0]
Epoch 0: : 968it [02:13,  7.25it/s, loss=0.0638, v_num=0]
Epoch 0: : 969it [02:13,  7.25it/s, loss=0.0638, v_num=0]
Epoch 0: : 969it [02:13,  7.25it/s, loss=0.0634, v_num=0]
Epoch 0: : 970it [02:13,  7.26it/s, loss=0.0634, v_num=0]
Epoch 0: : 970it [02:13,  7.26it/s, loss=0.0631, v_num=0]
Epoch 0: : 971it [02:13,  7.26it/s, loss=0.0631, v_num=0]
Epoch 0: : 971it [02:13,  7.26it/s, loss=0.0629, v_num=0]
Epoch 0: : 972it [02:13,  7.27it/s, loss=0.0629, v_num=0]
Epoch 0: : 972it [02:13,  7.27it/s, loss=0.0629, v_num=0]
Epoch 0: : 973it [02:13,  7.27it/s, loss=0.0629, v_num=0]
Epoch 0: : 973it [02:13,  7.27it/s, loss=0.0625, v_num=0]
Epoch 0: : 974it [02:13,  7.28it/s, loss=0.0625, v_num=0]
Epoch 0: : 974it [02:13,  7.28it/s, loss=0.0622, v_num=0]
Epoch 0: : 975it [02:13,  7.28it/s, loss=0.0622, v_num=0]
Epoch 0: : 975it [02:13,  7.28it/s, loss=0.0621, v_num=0]
Epoch 0: : 976it [02:13,  7.29it/s, loss=0.0621, v_num=0]
Epoch 0: : 976it [02:13,  7.29it/s, loss=0.0618, v_num=0]
Epoch 0: : 977it [02:13,  7.29it/s, loss=0.0618, v_num=0]
Epoch 0: : 977it [02:13,  7.29it/s, loss=0.0612, v_num=0]
Epoch 0: : 978it [02:14,  7.30it/s, loss=0.0612, v_num=0]
Epoch 0: : 978it [02:14,  7.30it/s, loss=0.0615, v_num=0]
Epoch 0: : 979it [02:14,  7.30it/s, loss=0.0615, v_num=0]
Epoch 0: : 979it [02:14,  7.30it/s, loss=0.0616, v_num=0]
Epoch 0: : 980it [02:14,  7.31it/s, loss=0.0616, v_num=0]
Epoch 0: : 980it [02:14,  7.31it/s, loss=0.0617, v_num=0]
Epoch 0: : 981it [02:14,  7.31it/s, loss=0.0617, v_num=0]
Epoch 0: : 981it [02:14,  7.31it/s, loss=0.0621, v_num=0]
Epoch 0: : 982it [02:14,  7.32it/s, loss=0.0621, v_num=0]
Epoch 0: : 982it [02:14,  7.32it/s, loss=0.0623, v_num=0]
Epoch 0: : 983it [02:14,  7.32it/s, loss=0.0623, v_num=0]
Epoch 0: : 983it [02:14,  7.32it/s, loss=0.0626, v_num=0]
Epoch 0: : 984it [02:14,  7.33it/s, loss=0.0626, v_num=0]
Epoch 0: : 984it [02:14,  7.33it/s, loss=0.0623, v_num=0]
Epoch 0: : 985it [02:14,  7.33it/s, loss=0.0623, v_num=0]
Epoch 0: : 985it [02:14,  7.33it/s, loss=0.0626, v_num=0]
Epoch 0: : 986it [02:14,  7.34it/s, loss=0.0626, v_num=0]
Epoch 0: : 986it [02:14,  7.34it/s, loss=0.063, v_num=0] 
Epoch 0: : 987it [02:14,  7.34it/s, loss=0.063, v_num=0]
Epoch 0: : 987it [02:14,  7.34it/s, loss=0.0629, v_num=0]
Epoch 0: : 988it [02:14,  7.35it/s, loss=0.0629, v_num=0]
Epoch 0: : 988it [02:14,  7.35it/s, loss=0.0626, v_num=0]
Epoch 0: : 989it [02:14,  7.35it/s, loss=0.0626, v_num=0]
Epoch 0: : 989it [02:14,  7.35it/s, loss=0.0631, v_num=0]
Epoch 0: : 990it [02:14,  7.36it/s, loss=0.0631, v_num=0]
Epoch 0: : 990it [02:14,  7.36it/s, loss=0.063, v_num=0] 
Epoch 0: : 991it [02:14,  7.36it/s, loss=0.063, v_num=0]
Epoch 0: : 991it [02:14,  7.36it/s, loss=0.0632, v_num=0]
Epoch 0: : 992it [02:14,  7.37it/s, loss=0.0632, v_num=0]
Epoch 0: : 992it [02:14,  7.37it/s, loss=0.0635, v_num=0]
Epoch 0: : 993it [02:14,  7.37it/s, loss=0.0635, v_num=0]
Epoch 0: : 993it [02:14,  7.37it/s, loss=0.0638, v_num=0]
Epoch 0: : 994it [02:14,  7.38it/s, loss=0.0638, v_num=0]
Epoch 0: : 994it [02:14,  7.38it/s, loss=0.0641, v_num=0]
Epoch 0: : 995it [02:14,  7.38it/s, loss=0.0641, v_num=0]
Epoch 0: : 995it [02:14,  7.38it/s, loss=0.0638, v_num=0]
Epoch 0: : 996it [02:14,  7.39it/s, loss=0.0638, v_num=0]
Epoch 0: : 996it [02:14,  7.39it/s, loss=0.0639, v_num=0]
Epoch 0: : 997it [02:14,  7.39it/s, loss=0.0639, v_num=0]
Epoch 0: : 997it [02:14,  7.39it/s, loss=0.0644, v_num=0]
Epoch 0: : 998it [02:14,  7.40it/s, loss=0.0644, v_num=0]
Epoch 0: : 998it [02:14,  7.40it/s, loss=0.0642, v_num=0]
Epoch 0: : 999it [02:15,  7.40it/s, loss=0.0642, v_num=0]
Epoch 0: : 999it [02:15,  7.40it/s, loss=0.0638, v_num=0]
Epoch 0: : 1000it [02:15,  7.40it/s, loss=0.0638, v_num=0]
Epoch 0: : 1000it [02:15,  7.40it/s, loss=0.0638, v_num=0]
Epoch 0: : 1001it [02:15,  7.41it/s, loss=0.0638, v_num=0]
Epoch 0: : 1001it [02:15,  7.41it/s, loss=0.0639, v_num=0]
Epoch 0: : 1002it [02:15,  7.41it/s, loss=0.0639, v_num=0]
Epoch 0: : 1002it [02:15,  7.41it/s, loss=0.0644, v_num=0]
Epoch 0: : 1003it [02:15,  7.42it/s, loss=0.0644, v_num=0]
Epoch 0: : 1003it [02:15,  7.42it/s, loss=0.0652, v_num=0]
Epoch 0: : 1004it [02:15,  7.42it/s, loss=0.0652, v_num=0]
Epoch 0: : 1004it [02:15,  7.42it/s, loss=0.0652, v_num=0]
Epoch 0: : 1005it [02:15,  7.43it/s, loss=0.0652, v_num=0]
Epoch 0: : 1005it [02:15,  7.43it/s, loss=0.0647, v_num=0]
Epoch 0: : 1006it [02:15,  7.43it/s, loss=0.0647, v_num=0]
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Epoch 0: : 1007it [02:15,  7.44it/s, loss=0.0644, v_num=0]
Epoch 0: : 1007it [02:15,  7.44it/s, loss=0.0648, v_num=0]
Epoch 0: : 1008it [02:15,  7.44it/s, loss=0.0648, v_num=0]
Epoch 0: : 1008it [02:15,  7.44it/s, loss=0.065, v_num=0] 
Epoch 0: : 1009it [02:15,  7.45it/s, loss=0.065, v_num=0]
Epoch 0: : 1009it [02:15,  7.45it/s, loss=0.0649, v_num=0]
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Epoch 0: : 1062it [02:18,  7.69it/s, loss=0.0651, v_num=0]
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Epoch 0: : 1068it [02:18,  7.72it/s, loss=0.0639, v_num=0]
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Epoch 0: : 1077it [02:18,  7.76it/s, loss=0.0615, v_num=0]
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Epoch 0: : 1080it [02:18,  7.78it/s, loss=0.0609, v_num=0]
Epoch 0: : 1080it [02:18,  7.78it/s, loss=0.0609, v_num=0]
Epoch 0: : 1081it [02:18,  7.78it/s, loss=0.0609, v_num=0]
Epoch 0: : 1081it [02:18,  7.78it/s, loss=0.0613, v_num=0]
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Epoch 0: : 1082it [02:18,  7.79it/s, loss=0.0615, v_num=0]
Epoch 0: : 1083it [02:19,  7.79it/s, loss=0.0615, v_num=0]
Epoch 0: : 1083it [02:19,  7.79it/s, loss=0.0617, v_num=0]
Epoch 0: : 1084it [02:19,  7.79it/s, loss=0.0617, v_num=0]
Epoch 0: : 1084it [02:19,  7.79it/s, loss=0.0621, v_num=0]
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Epoch 0: : 1102it [02:19,  7.88it/s, loss=0.0625, v_num=0]
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Epoch 0: : 1103it [02:19,  7.88it/s, loss=0.0624, v_num=0]
Epoch 0: : 1104it [02:20,  7.88it/s, loss=0.0624, v_num=0]
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Epoch 0: : 1107it [02:20,  7.90it/s, loss=0.0626, v_num=0]
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Epoch 0: : 1108it [02:20,  7.90it/s, loss=0.0627, v_num=0]
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Epoch 0: : 1110it [02:20,  7.91it/s, loss=0.0622, v_num=0]
Epoch 0: : 1111it [02:20,  7.92it/s, loss=0.0622, v_num=0]
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Epoch 0: : 1113it [02:20,  7.92it/s, loss=0.0621, v_num=0]
Epoch 0: : 1114it [02:20,  7.93it/s, loss=0.0621, v_num=0]
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Epoch 0: : 1115it [02:20,  7.93it/s, loss=0.0621, v_num=0]
Epoch 0: : 1115it [02:20,  7.93it/s, loss=0.0623, v_num=0]
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Epoch 0: : 1117it [02:20,  7.94it/s, loss=0.0627, v_num=0]
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Epoch 0: : 1118it [02:20,  7.95it/s, loss=0.062, v_num=0] 
Epoch 0: : 1119it [02:20,  7.95it/s, loss=0.062, v_num=0]
Epoch 0: : 1119it [02:20,  7.95it/s, loss=0.0622, v_num=0]
Epoch 0: : 1120it [02:20,  7.96it/s, loss=0.0622, v_num=0]
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Epoch 0: : 1121it [02:20,  7.96it/s, loss=0.0624, v_num=0]
Epoch 0: : 1121it [02:20,  7.96it/s, loss=0.0625, v_num=0]
Epoch 0: : 1122it [02:20,  7.96it/s, loss=0.0625, v_num=0]
Epoch 0: : 1122it [02:20,  7.96it/s, loss=0.063, v_num=0] 
Epoch 0: : 1123it [02:20,  7.97it/s, loss=0.063, v_num=0]
Epoch 0: : 1123it [02:20,  7.97it/s, loss=0.0625, v_num=0]
Epoch 0: : 1124it [02:20,  7.97it/s, loss=0.0625, v_num=0]
Epoch 0: : 1124it [02:20,  7.97it/s, loss=0.0628, v_num=0]
Epoch 0: : 1125it [02:21,  7.98it/s, loss=0.0628, v_num=0]
Epoch 0: : 1125it [02:21,  7.98it/s, loss=0.0631, v_num=0]
Epoch 0: : 1126it [02:21,  7.98it/s, loss=0.0631, v_num=0]
Epoch 0: : 1126it [02:21,  7.98it/s, loss=0.0632, v_num=0]
Epoch 0: : 1127it [02:21,  7.99it/s, loss=0.0632, v_num=0]
Epoch 0: : 1127it [02:21,  7.99it/s, loss=0.0631, v_num=0]
Epoch 0: : 1128it [02:21,  7.99it/s, loss=0.0631, v_num=0]
Epoch 0: : 1128it [02:21,  7.99it/s, loss=0.0629, v_num=0]
Epoch 0: : 1129it [02:21,  7.99it/s, loss=0.0629, v_num=0]
Epoch 0: : 1129it [02:21,  7.99it/s, loss=0.0627, v_num=0]
Epoch 0: : 1130it [02:21,  8.00it/s, loss=0.0627, v_num=0]
Epoch 0: : 1130it [02:21,  8.00it/s, loss=0.0632, v_num=0]
Epoch 0: : 1131it [02:21,  8.00it/s, loss=0.0632, v_num=0]
Epoch 0: : 1131it [02:21,  8.00it/s, loss=0.0632, v_num=0]
Epoch 0: : 1132it [02:21,  8.01it/s, loss=0.0632, v_num=0]
Epoch 0: : 1132it [02:21,  8.01it/s, loss=0.0636, v_num=0]
Epoch 0: : 1133it [02:21,  8.01it/s, loss=0.0636, v_num=0]
Epoch 0: : 1133it [02:21,  8.01it/s, loss=0.064, v_num=0] 
Epoch 0: : 1134it [02:21,  8.02it/s, loss=0.064, v_num=0]
Epoch 0: : 1134it [02:21,  8.02it/s, loss=0.0642, v_num=0]
Epoch 0: : 1135it [02:21,  8.02it/s, loss=0.0642, v_num=0]
Epoch 0: : 1135it [02:21,  8.02it/s, loss=0.0637, v_num=0]
Epoch 0: : 1136it [02:21,  8.03it/s, loss=0.0637, v_num=0]
Epoch 0: : 1136it [02:21,  8.03it/s, loss=0.0639, v_num=0]
Epoch 0: : 1137it [02:21,  8.03it/s, loss=0.0639, v_num=0]
Epoch 0: : 1137it [02:21,  8.03it/s, loss=0.0638, v_num=0]
Epoch 0: : 1138it [02:21,  8.03it/s, loss=0.0638, v_num=0]
Epoch 0: : 1138it [02:21,  8.03it/s, loss=0.0642, v_num=0]
Epoch 0: : 1139it [02:21,  8.04it/s, loss=0.0642, v_num=0]
Epoch 0: : 1139it [02:21,  8.04it/s, loss=0.0643, v_num=0]
Epoch 0: : 1140it [02:21,  8.04it/s, loss=0.0643, v_num=0]
Epoch 0: : 1140it [02:21,  8.04it/s, loss=0.0643, v_num=0]
Epoch 0: : 1141it [02:21,  8.05it/s, loss=0.0643, v_num=0]
Epoch 0: : 1141it [02:21,  8.05it/s, loss=0.0643, v_num=0]
Epoch 0: : 1142it [02:21,  8.05it/s, loss=0.0643, v_num=0]
Epoch 0: : 1142it [02:21,  8.05it/s, loss=0.0641, v_num=0]
Epoch 0: : 1143it [02:21,  8.06it/s, loss=0.0641, v_num=0]
Epoch 0: : 1143it [02:21,  8.06it/s, loss=0.0645, v_num=0]
Epoch 0: : 1144it [02:21,  8.06it/s, loss=0.0645, v_num=0]
Epoch 0: : 1144it [02:21,  8.06it/s, loss=0.0638, v_num=0]
Epoch 0: : 1145it [02:21,  8.06it/s, loss=0.0638, v_num=0]
Epoch 0: : 1145it [02:21,  8.06it/s, loss=0.0637, v_num=0]
Epoch 0: : 1146it [02:22,  8.07it/s, loss=0.0637, v_num=0]
Epoch 0: : 1146it [02:22,  8.07it/s, loss=0.0633, v_num=0]
Epoch 0: : 1147it [02:22,  8.07it/s, loss=0.0633, v_num=0]
Epoch 0: : 1147it [02:22,  8.07it/s, loss=0.063, v_num=0] 
Epoch 0: : 1148it [02:22,  8.08it/s, loss=0.063, v_num=0]
Epoch 0: : 1148it [02:22,  8.08it/s, loss=0.0631, v_num=0]
Epoch 0: : 1149it [02:22,  8.08it/s, loss=0.0631, v_num=0]
Epoch 0: : 1149it [02:22,  8.08it/s, loss=0.0631, v_num=0]
Epoch 0: : 1150it [02:22,  8.09it/s, loss=0.0631, v_num=0]
Epoch 0: : 1150it [02:22,  8.09it/s, loss=0.0625, v_num=0]
Epoch 0: : 1151it [02:22,  8.09it/s, loss=0.0625, v_num=0]
Epoch 0: : 1151it [02:22,  8.09it/s, loss=0.0625, v_num=0]
Epoch 0: : 1152it [02:22,  8.09it/s, loss=0.0625, v_num=0]
Epoch 0: : 1152it [02:22,  8.09it/s, loss=0.0621, v_num=0]
Epoch 0: : 1153it [02:22,  8.10it/s, loss=0.0621, v_num=0]
Epoch 0: : 1153it [02:22,  8.10it/s, loss=0.0617, v_num=0]
Epoch 0: : 1154it [02:22,  8.10it/s, loss=0.0617, v_num=0]
Epoch 0: : 1154it [02:22,  8.10it/s, loss=0.0614, v_num=0]
Epoch 0: : 1155it [02:22,  8.11it/s, loss=0.0614, v_num=0]
Epoch 0: : 1155it [02:22,  8.11it/s, loss=0.0617, v_num=0]
Epoch 0: : 1156it [02:22,  8.11it/s, loss=0.0617, v_num=0]
Epoch 0: : 1156it [02:22,  8.11it/s, loss=0.0611, v_num=0]
Epoch 0: : 1157it [02:22,  8.12it/s, loss=0.0611, v_num=0]
Epoch 0: : 1157it [02:22,  8.12it/s, loss=0.0608, v_num=0]
Epoch 0: : 1158it [02:22,  8.12it/s, loss=0.0608, v_num=0]
Epoch 0: : 1158it [02:22,  8.12it/s, loss=0.0608, v_num=0]
Epoch 0: : 1159it [02:22,  8.12it/s, loss=0.0608, v_num=0]
Epoch 0: : 1159it [02:22,  8.12it/s, loss=0.0605, v_num=0]
Epoch 0: : 1160it [02:22,  8.13it/s, loss=0.0605, v_num=0]
Epoch 0: : 1160it [02:22,  8.13it/s, loss=0.0603, v_num=0]
Epoch 0: : 1161it [02:22,  8.13it/s, loss=0.0603, v_num=0]
Epoch 0: : 1161it [02:22,  8.13it/s, loss=0.0603, v_num=0]
Epoch 0: : 1162it [02:22,  8.14it/s, loss=0.0603, v_num=0]
Epoch 0: : 1162it [02:22,  8.14it/s, loss=0.0606, v_num=0]
Epoch 0: : 1163it [02:22,  8.14it/s, loss=0.0606, v_num=0]
Epoch 0: : 1163it [02:22,  8.14it/s, loss=0.0604, v_num=0]
Epoch 0: : 1164it [02:22,  8.15it/s, loss=0.0604, v_num=0]
Epoch 0: : 1164it [02:22,  8.15it/s, loss=0.0604, v_num=0]
Epoch 0: : 1165it [02:22,  8.15it/s, loss=0.0604, v_num=0]
Epoch 0: : 1165it [02:22,  8.15it/s, loss=0.0601, v_num=0]
Epoch 0: : 1166it [02:22,  8.15it/s, loss=0.0601, v_num=0]
Epoch 0: : 1166it [02:22,  8.15it/s, loss=0.06, v_num=0]  
Epoch 0: : 1167it [02:23,  8.16it/s, loss=0.06, v_num=0]
Epoch 0: : 1167it [02:23,  8.16it/s, loss=0.0603, v_num=0]
Epoch 0: : 1168it [02:23,  8.16it/s, loss=0.0603, v_num=0]
Epoch 0: : 1168it [02:23,  8.16it/s, loss=0.0603, v_num=0]
Epoch 0: : 1169it [02:23,  8.17it/s, loss=0.0603, v_num=0]
Epoch 0: : 1169it [02:23,  8.17it/s, loss=0.0604, v_num=0]
Epoch 0: : 1170it [02:23,  8.17it/s, loss=0.0604, v_num=0]
Epoch 0: : 1170it [02:23,  8.17it/s, loss=0.0605, v_num=0]
Epoch 0: : 1171it [02:23,  8.18it/s, loss=0.0605, v_num=0]
Epoch 0: : 1171it [02:23,  8.18it/s, loss=0.0605, v_num=0]
Epoch 0: : 1172it [02:23,  8.18it/s, loss=0.0605, v_num=0]
Epoch 0: : 1172it [02:23,  8.18it/s, loss=0.0605, v_num=0]
Epoch 0: : 1173it [02:23,  8.18it/s, loss=0.0605, v_num=0]
Epoch 0: : 1173it [02:23,  8.18it/s, loss=0.0605, v_num=0]
Epoch 0: : 1174it [02:23,  8.19it/s, loss=0.0605, v_num=0]
Epoch 0: : 1174it [02:23,  8.19it/s, loss=0.0604, v_num=0]
Epoch 0: : 1175it [02:23,  8.19it/s, loss=0.0604, v_num=0]
Epoch 0: : 1175it [02:23,  8.19it/s, loss=0.0606, v_num=0]
Epoch 0: : 1176it [02:23,  8.20it/s, loss=0.0606, v_num=0]
Epoch 0: : 1176it [02:23,  8.20it/s, loss=0.0605, v_num=0]
Epoch 0: : 1177it [02:23,  8.20it/s, loss=0.0605, v_num=0]
Epoch 0: : 1177it [02:23,  8.20it/s, loss=0.0609, v_num=0]
Epoch 0: : 1178it [02:23,  8.21it/s, loss=0.0609, v_num=0]
Epoch 0: : 1178it [02:23,  8.21it/s, loss=0.0605, v_num=0]
Epoch 0: : 1179it [02:23,  8.21it/s, loss=0.0605, v_num=0]
Epoch 0: : 1179it [02:23,  8.21it/s, loss=0.0607, v_num=0]
Epoch 0: : 1180it [02:23,  8.21it/s, loss=0.0607, v_num=0]
Epoch 0: : 1180it [02:23,  8.21it/s, loss=0.0606, v_num=0]
Epoch 0: : 1181it [02:23,  8.22it/s, loss=0.0606, v_num=0]
Epoch 0: : 1181it [02:23,  8.22it/s, loss=0.0605, v_num=0]
Epoch 0: : 1182it [02:23,  8.22it/s, loss=0.0605, v_num=0]
Epoch 0: : 1182it [02:23,  8.22it/s, loss=0.0601, v_num=0]
Epoch 0: : 1183it [02:23,  8.23it/s, loss=0.0601, v_num=0]
Epoch 0: : 1183it [02:23,  8.23it/s, loss=0.0599, v_num=0]
Epoch 0: : 1184it [02:23,  8.23it/s, loss=0.0599, v_num=0]
Epoch 0: : 1184it [02:23,  8.23it/s, loss=0.0597, v_num=0]
Epoch 0: : 1185it [02:23,  8.24it/s, loss=0.0597, v_num=0]
Epoch 0: : 1185it [02:23,  8.24it/s, loss=0.0598, v_num=0]
Epoch 0: : 1186it [02:23,  8.24it/s, loss=0.0598, v_num=0]
Epoch 0: : 1186it [02:23,  8.24it/s, loss=0.0598, v_num=0]
Epoch 0: : 1187it [02:23,  8.24it/s, loss=0.0598, v_num=0]
Epoch 0: : 1187it [02:23,  8.24it/s, loss=0.0594, v_num=0]
Epoch 0: : 1188it [02:24,  8.25it/s, loss=0.0594, v_num=0]
Epoch 0: : 1188it [02:24,  8.25it/s, loss=0.0592, v_num=0]
Epoch 0: : 1189it [02:24,  8.25it/s, loss=0.0592, v_num=0]
Epoch 0: : 1189it [02:24,  8.25it/s, loss=0.0594, v_num=0]
Epoch 0: : 1190it [02:24,  8.26it/s, loss=0.0594, v_num=0]
Epoch 0: : 1190it [02:24,  8.26it/s, loss=0.0593, v_num=0]
Epoch 0: : 1191it [02:24,  8.26it/s, loss=0.0593, v_num=0]
Epoch 0: : 1191it [02:24,  8.26it/s, loss=0.059, v_num=0] 
Epoch 0: : 1192it [02:24,  8.26it/s, loss=0.059, v_num=0]
Epoch 0: : 1192it [02:24,  8.26it/s, loss=0.059, v_num=0]
Epoch 0: : 1193it [02:24,  8.27it/s, loss=0.059, v_num=0]
Epoch 0: : 1193it [02:24,  8.27it/s, loss=0.059, v_num=0]
Epoch 0: : 1194it [02:24,  8.27it/s, loss=0.059, v_num=0]
Epoch 0: : 1194it [02:24,  8.27it/s, loss=0.0587, v_num=0]
Epoch 0: : 1195it [02:24,  8.28it/s, loss=0.0587, v_num=0]
Epoch 0: : 1195it [02:24,  8.28it/s, loss=0.0583, v_num=0]
Epoch 0: : 1196it [02:24,  8.28it/s, loss=0.0583, v_num=0]
Epoch 0: : 1196it [02:24,  8.28it/s, loss=0.0586, v_num=0]
Epoch 0: : 1197it [02:24,  8.29it/s, loss=0.0586, v_num=0]
Epoch 0: : 1197it [02:24,  8.29it/s, loss=0.0584, v_num=0]
Epoch 0: : 1198it [02:24,  8.29it/s, loss=0.0584, v_num=0]
Epoch 0: : 1198it [02:24,  8.29it/s, loss=0.0587, v_num=0]
Epoch 0: : 1199it [02:24,  8.29it/s, loss=0.0587, v_num=0]
Epoch 0: : 1199it [02:24,  8.29it/s, loss=0.0588, v_num=0]
Epoch 0: : 1200it [02:24,  8.30it/s, loss=0.0588, v_num=0]
Epoch 0: : 1200it [02:24,  8.30it/s, loss=0.059, v_num=0] 
Epoch 0: : 1201it [02:24,  8.30it/s, loss=0.059, v_num=0]
Epoch 0: : 1201it [02:24,  8.30it/s, loss=0.0592, v_num=0]
Epoch 0: : 1202it [02:24,  8.31it/s, loss=0.0592, v_num=0]
Epoch 0: : 1202it [02:24,  8.31it/s, loss=0.059, v_num=0] 
Epoch 0: : 1203it [02:24,  8.31it/s, loss=0.059, v_num=0]
Epoch 0: : 1203it [02:24,  8.31it/s, loss=0.059, v_num=0]
Epoch 0: : 1204it [02:24,  8.31it/s, loss=0.059, v_num=0]
Epoch 0: : 1204it [02:24,  8.31it/s, loss=0.0591, v_num=0]
Epoch 0: : 1205it [02:24,  8.32it/s, loss=0.0591, v_num=0]
Epoch 0: : 1205it [02:24,  8.32it/s, loss=0.0591, v_num=0]
Epoch 0: : 1206it [02:24,  8.32it/s, loss=0.0591, v_num=0]
Epoch 0: : 1206it [02:24,  8.32it/s, loss=0.0593, v_num=0]
Epoch 0: : 1207it [02:24,  8.33it/s, loss=0.0593, v_num=0]
Epoch 0: : 1207it [02:24,  8.33it/s, loss=0.0594, v_num=0]
Epoch 0: : 1208it [02:24,  8.33it/s, loss=0.0594, v_num=0]
Epoch 0: : 1208it [02:24,  8.33it/s, loss=0.0593, v_num=0]
Epoch 0: : 1209it [02:25,  8.34it/s, loss=0.0593, v_num=0]
Epoch 0: : 1209it [02:25,  8.34it/s, loss=0.0592, v_num=0]
Epoch 0: : 1210it [02:25,  8.34it/s, loss=0.0592, v_num=0]
Epoch 0: : 1210it [02:25,  8.34it/s, loss=0.0589, v_num=0]
Epoch 0: : 1211it [02:25,  8.34it/s, loss=0.0589, v_num=0]
Epoch 0: : 1211it [02:25,  8.34it/s, loss=0.0588, v_num=0]
Epoch 0: : 1212it [02:25,  8.35it/s, loss=0.0588, v_num=0]
Epoch 0: : 1212it [02:25,  8.35it/s, loss=0.0589, v_num=0]
Epoch 0: : 1213it [02:25,  8.35it/s, loss=0.0589, v_num=0]
Epoch 0: : 1213it [02:25,  8.35it/s, loss=0.0589, v_num=0]
Epoch 0: : 1214it [02:25,  8.36it/s, loss=0.0589, v_num=0]
Epoch 0: : 1214it [02:25,  8.36it/s, loss=0.0595, v_num=0]
Epoch 0: : 1215it [02:25,  8.36it/s, loss=0.0595, v_num=0]
Epoch 0: : 1215it [02:25,  8.36it/s, loss=0.0597, v_num=0]
Epoch 0: : 1216it [02:25,  8.36it/s, loss=0.0597, v_num=0]
Epoch 0: : 1216it [02:25,  8.36it/s, loss=0.0597, v_num=0]
Epoch 0: : 1217it [02:25,  8.37it/s, loss=0.0597, v_num=0]
Epoch 0: : 1217it [02:25,  8.37it/s, loss=0.0598, v_num=0]
Epoch 0: : 1218it [02:25,  8.37it/s, loss=0.0598, v_num=0]
Epoch 0: : 1218it [02:25,  8.37it/s, loss=0.0597, v_num=0]
Epoch 0: : 1219it [02:25,  8.38it/s, loss=0.0597, v_num=0]
Epoch 0: : 1219it [02:25,  8.38it/s, loss=0.0597, v_num=0]
Epoch 0: : 1220it [02:25,  8.38it/s, loss=0.0597, v_num=0]
Epoch 0: : 1220it [02:25,  8.38it/s, loss=0.0598, v_num=0]
Epoch 0: : 1221it [02:25,  8.38it/s, loss=0.0598, v_num=0]
Epoch 0: : 1221it [02:25,  8.38it/s, loss=0.0594, v_num=0]
Epoch 0: : 1222it [02:25,  8.39it/s, loss=0.0594, v_num=0]
Epoch 0: : 1222it [02:25,  8.39it/s, loss=0.0593, v_num=0]
Epoch 0: : 1223it [02:25,  8.39it/s, loss=0.0593, v_num=0]
Epoch 0: : 1223it [02:25,  8.39it/s, loss=0.0594, v_num=0]
Epoch 0: : 1224it [02:25,  8.40it/s, loss=0.0594, v_num=0]
Epoch 0: : 1224it [02:25,  8.40it/s, loss=0.0596, v_num=0]
Epoch 0: : 1225it [02:25,  8.40it/s, loss=0.0596, v_num=0]
Epoch 0: : 1225it [02:25,  8.40it/s, loss=0.0597, v_num=0]
Epoch 0: : 1226it [02:25,  8.40it/s, loss=0.0597, v_num=0]
Epoch 0: : 1226it [02:25,  8.40it/s, loss=0.0597, v_num=0]
Epoch 0: : 1227it [02:25,  8.41it/s, loss=0.0597, v_num=0]
Epoch 0: : 1227it [02:25,  8.41it/s, loss=0.0596, v_num=0]
Epoch 0: : 1228it [02:25,  8.41it/s, loss=0.0596, v_num=0]
Epoch 0: : 1228it [02:25,  8.41it/s, loss=0.0598, v_num=0]
Epoch 0: : 1229it [02:26,  8.42it/s, loss=0.0598, v_num=0]
Epoch 0: : 1229it [02:26,  8.42it/s, loss=0.0598, v_num=0]
Epoch 0: : 1230it [02:26,  8.42it/s, loss=0.0598, v_num=0]
Epoch 0: : 1230it [02:26,  8.42it/s, loss=0.06, v_num=0]  
Epoch 0: : 1231it [02:26,  8.42it/s, loss=0.06, v_num=0]
Epoch 0: : 1231it [02:26,  8.42it/s, loss=0.0606, v_num=0]
Epoch 0: : 1232it [02:26,  8.43it/s, loss=0.0606, v_num=0]
Epoch 0: : 1232it [02:26,  8.43it/s, loss=0.0605, v_num=0]
Epoch 0: : 1233it [02:26,  8.43it/s, loss=0.0605, v_num=0]
Epoch 0: : 1233it [02:26,  8.43it/s, loss=0.0606, v_num=0]
Epoch 0: : 1234it [02:26,  8.44it/s, loss=0.0606, v_num=0]
Epoch 0: : 1234it [02:26,  8.44it/s, loss=0.0607, v_num=0]
Epoch 0: : 1235it [02:26,  8.44it/s, loss=0.0607, v_num=0]
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Epoch 0: : 1276it [02:28,  8.60it/s, loss=0.0575, v_num=0]
Epoch 0: : 1277it [02:28,  8.61it/s, loss=0.0575, v_num=0]
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Epoch 0: : 1288it [02:28,  8.65it/s, loss=0.0591, v_num=0]
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Epoch 0: : 1289it [02:28,  8.65it/s, loss=0.0592, v_num=0]
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Epoch 0: : 1291it [02:29,  8.66it/s, loss=0.0596, v_num=0]
Epoch 0: : 1292it [02:29,  8.67it/s, loss=0.0596, v_num=0]
Epoch 0: : 1292it [02:29,  8.67it/s, loss=0.0595, v_num=0]
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Epoch 0: : 1295it [02:29,  8.68it/s, loss=0.0593, v_num=0]
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Epoch 0: : 1297it [02:29,  8.69it/s, loss=0.0589, v_num=0]
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Epoch 0: : 1298it [02:29,  8.69it/s, loss=0.0586, v_num=0]
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Epoch 0: : 1303it [02:29,  8.71it/s, loss=0.0574, v_num=0]
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Epoch 0: : 1306it [02:29,  8.72it/s, loss=0.0562, v_num=0]
Epoch 0: : 1307it [02:29,  8.73it/s, loss=0.0562, v_num=0]
Epoch 0: : 1307it [02:29,  8.73it/s, loss=0.0557, v_num=0]
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Epoch 0: : 1308it [02:29,  8.73it/s, loss=0.0555, v_num=0]
Epoch 0: : 1309it [02:29,  8.73it/s, loss=0.0555, v_num=0]
Epoch 0: : 1309it [02:29,  8.73it/s, loss=0.0556, v_num=0]
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Epoch 0: : 1311it [02:29,  8.74it/s, loss=0.0555, v_num=0]
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Epoch 0: : 1312it [02:30,  8.75it/s, loss=0.0555, v_num=0]
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Epoch 0: : 1313it [02:30,  8.75it/s, loss=0.0552, v_num=0]
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Epoch 0: : 1314it [02:30,  8.75it/s, loss=0.0545, v_num=0]
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Epoch 0: : 1315it [02:30,  8.76it/s, loss=0.0544, v_num=0]
Epoch 0: : 1316it [02:30,  8.76it/s, loss=0.0544, v_num=0]
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Epoch 0: : 1318it [02:30,  8.77it/s, loss=0.0544, v_num=0]
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Epoch 0: : 1320it [02:30,  8.78it/s, loss=0.0541, v_num=0]
Epoch 0: : 1320it [02:30,  8.78it/s, loss=0.0542, v_num=0]
Epoch 0: : 1321it [02:30,  8.78it/s, loss=0.0542, v_num=0]
Epoch 0: : 1321it [02:30,  8.78it/s, loss=0.0541, v_num=0]
Epoch 0: : 1322it [02:30,  8.78it/s, loss=0.0541, v_num=0]
Epoch 0: : 1322it [02:30,  8.78it/s, loss=0.0539, v_num=0]
Epoch 0: : 1323it [02:30,  8.79it/s, loss=0.0539, v_num=0]
Epoch 0: : 1323it [02:30,  8.79it/s, loss=0.054, v_num=0] 
Epoch 0: : 1324it [02:30,  8.79it/s, loss=0.054, v_num=0]
Epoch 0: : 1324it [02:30,  8.79it/s, loss=0.0541, v_num=0]
Epoch 0: : 1325it [02:30,  8.80it/s, loss=0.0541, v_num=0]
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Epoch 0: : 1326it [02:30,  8.80it/s, loss=0.0542, v_num=0]
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Epoch 0: : 1327it [02:30,  8.80it/s, loss=0.0535, v_num=0]
Epoch 0: : 1328it [02:30,  8.81it/s, loss=0.0535, v_num=0]
Epoch 0: : 1328it [02:30,  8.81it/s, loss=0.0534, v_num=0]
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Epoch 0: : 1329it [02:30,  8.81it/s, loss=0.0528, v_num=0]
Epoch 0: : 1330it [02:30,  8.82it/s, loss=0.0528, v_num=0]
Epoch 0: : 1330it [02:30,  8.82it/s, loss=0.0527, v_num=0]
Epoch 0: : 1331it [02:30,  8.82it/s, loss=0.0527, v_num=0]
Epoch 0: : 1331it [02:30,  8.82it/s, loss=0.0519, v_num=0]
Epoch 0: : 1332it [02:30,  8.82it/s, loss=0.0519, v_num=0]
Epoch 0: : 1332it [02:30,  8.82it/s, loss=0.0518, v_num=0]
Epoch 0: : 1333it [02:31,  8.83it/s, loss=0.0518, v_num=0]
Epoch 0: : 1333it [02:31,  8.83it/s, loss=0.0515, v_num=0]
Epoch 0: : 1334it [02:31,  8.83it/s, loss=0.0515, v_num=0]
Epoch 0: : 1334it [02:31,  8.83it/s, loss=0.0517, v_num=0]
Epoch 0: : 1335it [02:31,  8.83it/s, loss=0.0517, v_num=0]
Epoch 0: : 1335it [02:31,  8.83it/s, loss=0.0516, v_num=0]
Epoch 0: : 1336it [02:31,  8.84it/s, loss=0.0516, v_num=0]
Epoch 0: : 1336it [02:31,  8.84it/s, loss=0.0514, v_num=0]
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Epoch 0: : 1337it [02:31,  8.84it/s, loss=0.0515, v_num=0]
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Epoch 0: : 1338it [02:31,  8.85it/s, loss=0.0517, v_num=0]
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Epoch 0: : 1339it [02:31,  8.85it/s, loss=0.052, v_num=0] 
Epoch 0: : 1340it [02:31,  8.85it/s, loss=0.052, v_num=0]
Epoch 0: : 1340it [02:31,  8.85it/s, loss=0.0521, v_num=0]
Epoch 0: : 1341it [02:31,  8.86it/s, loss=0.0521, v_num=0]
Epoch 0: : 1341it [02:31,  8.86it/s, loss=0.0518, v_num=0]
Epoch 0: : 1342it [02:31,  8.86it/s, loss=0.0518, v_num=0]
Epoch 0: : 1342it [02:31,  8.86it/s, loss=0.0516, v_num=0]
Epoch 0: : 1343it [02:31,  8.87it/s, loss=0.0516, v_num=0]
Epoch 0: : 1343it [02:31,  8.87it/s, loss=0.0513, v_num=0]
Epoch 0: : 1344it [02:31,  8.87it/s, loss=0.0513, v_num=0]
Epoch 0: : 1344it [02:31,  8.87it/s, loss=0.051, v_num=0] 
Epoch 0: : 1345it [02:31,  8.87it/s, loss=0.051, v_num=0]
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Epoch 0: : 1346it [02:31,  8.88it/s, loss=0.051, v_num=0]
Epoch 0: : 1346it [02:31,  8.88it/s, loss=0.0511, v_num=0]
Epoch 0: : 1347it [02:31,  8.88it/s, loss=0.0511, v_num=0]
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Epoch 0: : 1370it [02:32,  8.97it/s, loss=0.0513, v_num=0]
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Epoch 0: : 1372it [02:32,  8.98it/s, loss=0.0511, v_num=0]
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Epoch 0: : 1376it [02:33,  8.99it/s, loss=0.051, v_num=0]
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Epoch 0: : 1382it [02:33,  9.02it/s, loss=0.0507, v_num=0]
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Epoch 0: : 1386it [02:33,  9.03it/s, loss=0.0512, v_num=0]
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Epoch 0: : 1402it [02:34,  9.09it/s, loss=0.051, v_num=0]
Epoch 0: : 1402it [02:34,  9.09it/s, loss=0.0506, v_num=0]
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Epoch 0: : 1404it [02:34,  9.10it/s, loss=0.0505, v_num=0]
Epoch 0: : 1404it [02:34,  9.10it/s, loss=0.0504, v_num=0]
Epoch 0: : 1405it [02:34,  9.10it/s, loss=0.0504, v_num=0]
Epoch 0: : 1405it [02:34,  9.10it/s, loss=0.0503, v_num=0]
Epoch 0: : 1406it [02:34,  9.11it/s, loss=0.0503, v_num=0]
Epoch 0: : 1406it [02:34,  9.11it/s, loss=0.0504, v_num=0]
Epoch 0: : 1407it [02:34,  9.11it/s, loss=0.0504, v_num=0]
Epoch 0: : 1407it [02:34,  9.11it/s, loss=0.0503, v_num=0]
Epoch 0: : 1408it [02:34,  9.12it/s, loss=0.0503, v_num=0]
Epoch 0: : 1408it [02:34,  9.12it/s, loss=0.0502, v_num=0]
Epoch 0: : 1409it [02:34,  9.12it/s, loss=0.0502, v_num=0]
Epoch 0: : 1409it [02:34,  9.12it/s, loss=0.0504, v_num=0]
Epoch 0: : 1410it [02:34,  9.12it/s, loss=0.0504, v_num=0]
Epoch 0: : 1410it [02:34,  9.12it/s, loss=0.0503, v_num=0]
Epoch 0: : 1411it [02:34,  9.13it/s, loss=0.0503, v_num=0]
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Epoch 0: : 1413it [02:34,  9.13it/s, loss=0.0502, v_num=0]
Epoch 0: : 1414it [02:34,  9.14it/s, loss=0.0502, v_num=0]
Epoch 0: : 1414it [02:34,  9.14it/s, loss=0.0501, v_num=0]
Epoch 0: : 1415it [02:34,  9.14it/s, loss=0.0501, v_num=0]
Epoch 0: : 1415it [02:34,  9.14it/s, loss=0.0503, v_num=0]
Epoch 0: : 1416it [02:34,  9.15it/s, loss=0.0503, v_num=0]
Epoch 0: : 1416it [02:34,  9.15it/s, loss=0.0502, v_num=0]
Epoch 0: : 1417it [02:34,  9.15it/s, loss=0.0502, v_num=0]
Epoch 0: : 1417it [02:34,  9.15it/s, loss=0.0501, v_num=0]
Epoch 0: : 1418it [02:34,  9.15it/s, loss=0.0501, v_num=0]
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Epoch 0: : 1419it [02:34,  9.16it/s, loss=0.0501, v_num=0]
Epoch 0: : 1419it [02:34,  9.16it/s, loss=0.0503, v_num=0]
Epoch 0: : 1420it [02:34,  9.16it/s, loss=0.0503, v_num=0]
Epoch 0: : 1420it [02:34,  9.16it/s, loss=0.0503, v_num=0]
Epoch 0: : 1421it [02:35,  9.17it/s, loss=0.0503, v_num=0]
Epoch 0: : 1421it [02:35,  9.17it/s, loss=0.0501, v_num=0]
Epoch 0: : 1422it [02:35,  9.17it/s, loss=0.0501, v_num=0]
Epoch 0: : 1422it [02:35,  9.17it/s, loss=0.0502, v_num=0]
Epoch 0: : 1423it [02:35,  9.17it/s, loss=0.0502, v_num=0]
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Epoch 0: : 1424it [02:35,  9.18it/s, loss=0.0503, v_num=0]
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Epoch 0: : 1425it [02:35,  9.18it/s, loss=0.0505, v_num=0]
Epoch 0: : 1425it [02:35,  9.18it/s, loss=0.0504, v_num=0]
Epoch 0: : 1426it [02:35,  9.19it/s, loss=0.0504, v_num=0]
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Epoch 0: : 1427it [02:35,  9.19it/s, loss=0.0504, v_num=0]
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Epoch 0: : 1448it [02:36,  9.27it/s, loss=0.0494, v_num=0]
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Epoch 0: : 1450it [02:36,  9.28it/s, loss=0.0496, v_num=0]
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Epoch 0: : 1451it [02:36,  9.28it/s, loss=0.0497, v_num=0]
Epoch 0: : 1452it [02:36,  9.29it/s, loss=0.0497, v_num=0]
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Epoch 0: : 1453it [02:36,  9.29it/s, loss=0.05, v_num=0]  
Epoch 0: : 1454it [02:36,  9.30it/s, loss=0.05, v_num=0]
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Epoch 0: : 1456it [02:36,  9.30it/s, loss=0.0503, v_num=0]
Epoch 0: : 1457it [02:36,  9.31it/s, loss=0.0503, v_num=0]
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Epoch 0: : 1460it [02:36,  9.32it/s, loss=0.0503, v_num=0]
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Epoch 0: : 1499it [02:38,  9.47it/s, loss=0.049, v_num=0]
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Epoch 0: : 1502it [02:38,  9.48it/s, loss=0.049, v_num=0]
Epoch 0: : 1502it [02:38,  9.48it/s, loss=0.0491, v_num=0]
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Epoch 0: : 1509it [02:38,  9.51it/s, loss=0.0483, v_num=0]
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Epoch 0: : 1514it [02:38,  9.53it/s, loss=0.0482, v_num=0]
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Epoch 0: : 1517it [02:39,  9.54it/s, loss=0.0482, v_num=0]
Epoch 0: : 1518it [02:39,  9.54it/s, loss=0.0482, v_num=0]
Epoch 0: : 1518it [02:39,  9.54it/s, loss=0.048, v_num=0] 
Epoch 0: : 1519it [02:39,  9.54it/s, loss=0.048, v_num=0]
Epoch 0: : 1519it [02:39,  9.54it/s, loss=0.0481, v_num=0]
Epoch 0: : 1520it [02:39,  9.55it/s, loss=0.0481, v_num=0]
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Epoch 0: : 1521it [02:39,  9.55it/s, loss=0.0481, v_num=0]
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Epoch 0: : 1522it [02:39,  9.56it/s, loss=0.0481, v_num=0]
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Epoch 0: : 1523it [02:39,  9.56it/s, loss=0.0481, v_num=0]
Epoch 0: : 1523it [02:39,  9.56it/s, loss=0.0485, v_num=0]
Epoch 0: : 1524it [02:39,  9.56it/s, loss=0.0485, v_num=0]
Epoch 0: : 1524it [02:39,  9.56it/s, loss=0.0487, v_num=0]
Epoch 0: : 1525it [02:39,  9.57it/s, loss=0.0487, v_num=0]
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Epoch 0: : 1526it [02:39,  9.57it/s, loss=0.0488, v_num=0]
Epoch 0: : 1526it [02:39,  9.57it/s, loss=0.0489, v_num=0]
Epoch 0: : 1527it [02:39,  9.57it/s, loss=0.0489, v_num=0]
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Epoch 0: : 1528it [02:39,  9.58it/s, loss=0.0487, v_num=0]
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Epoch 0: : 1530it [02:39,  9.59it/s, loss=0.0488, v_num=0]
Epoch 0: : 1530it [02:39,  9.59it/s, loss=0.0486, v_num=0]
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Epoch 0: : 1536it [02:39,  9.61it/s, loss=0.0486, v_num=0]
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Epoch 0: : 1539it [02:39,  9.62it/s, loss=0.0484, v_num=0]
Epoch 0: : 1540it [02:40,  9.62it/s, loss=0.0484, v_num=0]
Epoch 0: : 1540it [02:40,  9.62it/s, loss=0.0483, v_num=0]
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Epoch 0: : 1542it [02:40,  9.63it/s, loss=0.0479, v_num=0]
Epoch 0: : 1543it [02:40,  9.63it/s, loss=0.0479, v_num=0]
Epoch 0: : 1543it [02:40,  9.63it/s, loss=0.0476, v_num=0]
Epoch 0: : 1544it [02:40,  9.64it/s, loss=0.0476, v_num=0]
Epoch 0: : 1544it [02:40,  9.64it/s, loss=0.0474, v_num=0]
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Epoch 0: : 1545it [02:40,  9.64it/s, loss=0.0473, v_num=0]
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Epoch 0: : 1546it [02:40,  9.65it/s, loss=0.0472, v_num=0]
Epoch 0: : 1547it [02:40,  9.65it/s, loss=0.0472, v_num=0]
Epoch 0: : 1547it [02:40,  9.65it/s, loss=0.0471, v_num=0]
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Epoch 0: : 1549it [02:40,  9.66it/s, loss=0.047, v_num=0]
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Epoch 0: : 1551it [02:40,  9.66it/s, loss=0.047, v_num=0]
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Epoch 0: : 1558it [02:40,  9.69it/s, loss=0.0468, v_num=0]
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Epoch 0: : 1559it [02:40,  9.69it/s, loss=0.0467, v_num=0]
Epoch 0: : 1560it [02:40,  9.70it/s, loss=0.0467, v_num=0]
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Epoch 0: : 1562it [02:40,  9.70it/s, loss=0.0471, v_num=0]
Epoch 0: : 1563it [02:41,  9.71it/s, loss=0.0471, v_num=0]
Epoch 0: : 1563it [02:41,  9.71it/s, loss=0.0471, v_num=0]
Epoch 0: : 1564it [02:41,  9.71it/s, loss=0.0471, v_num=0]
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Epoch 0: : 1565it [02:41,  9.72it/s, loss=0.0471, v_num=0]
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Epoch 0: : 1566it [02:41,  9.72it/s, loss=0.0471, v_num=0]
Epoch 0: : 1566it [02:41,  9.72it/s, loss=0.047, v_num=0] 
Epoch 0: : 1567it [02:41,  9.72it/s, loss=0.047, v_num=0]
Epoch 0: : 1567it [02:41,  9.72it/s, loss=0.0472, v_num=0]
Epoch 0: : 1568it [02:41,  9.73it/s, loss=0.0472, v_num=0]
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Epoch 0: : 1569it [02:41,  9.73it/s, loss=0.0472, v_num=0]
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Epoch 0: : 1570it [02:41,  9.73it/s, loss=0.047, v_num=0]
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Epoch 0: : 1602it [02:42,  9.85it/s, loss=0.0467, v_num=0]
Epoch 0: : 1602it [02:42,  9.85it/s, loss=0.0465, v_num=0]
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Epoch 0: : 1679it [02:45, 10.12it/s, loss=0.0456, v_num=0]
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Epoch 0: : 1681it [02:45, 10.13it/s, loss=0.0457, v_num=0]
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Epoch 0: : 1684it [02:46, 10.14it/s, loss=0.0461, v_num=0]
Epoch 0: : 1685it [02:46, 10.15it/s, loss=0.0461, v_num=0]
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Epoch 0: : 1691it [02:46, 10.17it/s, loss=0.0463, v_num=0]
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Epoch 0: : 1693it [02:46, 10.17it/s, loss=0.0465, v_num=0]
Epoch 0: : 1694it [02:46, 10.18it/s, loss=0.0465, v_num=0]
Epoch 0: : 1694it [02:46, 10.18it/s, loss=0.0466, v_num=0]
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Epoch 0: : 1697it [02:46, 10.19it/s, loss=0.0465, v_num=0]
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Epoch 0: : 1700it [02:46, 10.20it/s, loss=0.0464, v_num=0]
Epoch 0: : 1701it [02:46, 10.20it/s, loss=0.0464, v_num=0]
Epoch 0: : 1701it [02:46, 10.20it/s, loss=0.0462, v_num=0]
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Epoch 0: : 1703it [02:46, 10.21it/s, loss=0.0461, v_num=0]
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Epoch 0: : 1706it [02:46, 10.22it/s, loss=0.046, v_num=0]
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Epoch 0: : 1713it [02:47, 10.24it/s, loss=0.0457, v_num=0]
Epoch 0: : 1714it [02:47, 10.25it/s, loss=0.0457, v_num=0]
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Epoch 0: : 1715it [02:47, 10.25it/s, loss=0.0455, v_num=0]
Epoch 0: : 1716it [02:47, 10.25it/s, loss=0.0455, v_num=0]
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Epoch 0: : 1717it [02:47, 10.26it/s, loss=0.0455, v_num=0]
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Epoch 0: : 1720it [02:47, 10.27it/s, loss=0.0455, v_num=0]
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Epoch 0: : 1724it [02:47, 10.28it/s, loss=0.0453, v_num=0]
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Epoch 0: : 1726it [02:47, 10.29it/s, loss=0.0454, v_num=0]
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Epoch 0: : 1727it [02:47, 10.29it/s, loss=0.0452, v_num=0]
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Epoch 0: : 1729it [02:47, 10.30it/s, loss=0.045, v_num=0]
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Epoch 0: : 1731it [02:47, 10.30it/s, loss=0.0449, v_num=0]
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Epoch 0: : 1732it [02:48, 10.31it/s, loss=0.0447, v_num=0]
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Epoch 0: : 1734it [02:48, 10.31it/s, loss=0.0445, v_num=0]
Epoch 0: : 1735it [02:48, 10.32it/s, loss=0.0445, v_num=0]
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Epoch 0: : 1745it [02:48, 10.35it/s, loss=0.0447, v_num=0]
Epoch 0: : 1746it [02:48, 10.35it/s, loss=0.0447, v_num=0]
Epoch 0: : 1746it [02:48, 10.35it/s, loss=0.0449, v_num=0]
Epoch 0: : 1747it [02:48, 10.36it/s, loss=0.0449, v_num=0]
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Epoch 0: : 1748it [02:48, 10.36it/s, loss=0.045, v_num=0]
Epoch 0: : 1748it [02:48, 10.36it/s, loss=0.0452, v_num=0]
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Epoch 0: : 1750it [02:48, 10.37it/s, loss=0.045, v_num=0]
Epoch 0: : 1750it [02:48, 10.37it/s, loss=0.0448, v_num=0]
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Epoch 0: : 1753it [02:48, 10.38it/s, loss=0.0449, v_num=0]
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Epoch 0: : 1754it [02:48, 10.38it/s, loss=0.0451, v_num=0]
Epoch 0: : 1754it [02:48, 10.38it/s, loss=0.0452, v_num=0]
Epoch 0: : 1755it [02:48, 10.38it/s, loss=0.0452, v_num=0]
Epoch 0: : 1755it [02:48, 10.38it/s, loss=0.0453, v_num=0]
Epoch 0: : 1756it [02:49, 10.39it/s, loss=0.0453, v_num=0]
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Epoch 0: : 1757it [02:49, 10.39it/s, loss=0.0454, v_num=0]
Epoch 0: : 1758it [02:49, 10.40it/s, loss=0.0454, v_num=0]
Epoch 0: : 1758it [02:49, 10.40it/s, loss=0.0452, v_num=0]
Epoch 0: : 1759it [02:49, 10.40it/s, loss=0.0452, v_num=0]
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Epoch 0: : 1761it [02:49, 10.41it/s, loss=0.0452, v_num=0]
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Epoch 0: : 1762it [02:49, 10.41it/s, loss=0.0451, v_num=0]
Epoch 0: : 1763it [02:49, 10.41it/s, loss=0.0451, v_num=0]
Epoch 0: : 1763it [02:49, 10.41it/s, loss=0.0452, v_num=0]
Epoch 0: : 1764it [02:49, 10.42it/s, loss=0.0452, v_num=0]
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Epoch 0: : 1765it [02:49, 10.42it/s, loss=0.0451, v_num=0]
Epoch 0: : 1765it [02:49, 10.42it/s, loss=0.0449, v_num=0]
Epoch 0: : 1766it [02:49, 10.42it/s, loss=0.0449, v_num=0]
Epoch 0: : 1766it [02:49, 10.42it/s, loss=0.0446, v_num=0]
Epoch 0: : 1767it [02:49, 10.43it/s, loss=0.0446, v_num=0]
Epoch 0: : 1767it [02:49, 10.43it/s, loss=0.0445, v_num=0]
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Epoch 0: : 1768it [02:49, 10.43it/s, loss=0.0441, v_num=0]
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Epoch 0: : 1769it [02:49, 10.43it/s, loss=0.0441, v_num=0]
Epoch 0: : 1770it [02:49, 10.44it/s, loss=0.0441, v_num=0]
Epoch 0: : 1770it [02:49, 10.44it/s, loss=0.0444, v_num=0]
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Epoch 0: : 1772it [02:49, 10.44it/s, loss=0.0443, v_num=0]
Epoch 0: : 1773it [02:49, 10.45it/s, loss=0.0443, v_num=0]
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Epoch 0: : 1777it [02:49, 10.46it/s, loss=0.0438, v_num=0]
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Epoch 0: : 1778it [02:49, 10.46it/s, loss=0.0437, v_num=0]
Epoch 0: : 1779it [02:49, 10.47it/s, loss=0.0437, v_num=0]
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Epoch 0: : 1790it [02:50, 10.50it/s, loss=0.0442, v_num=0]
Epoch 0: : 1790it [02:50, 10.50it/s, loss=0.0441, v_num=0]
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Epoch 0: : 1792it [02:50, 10.51it/s, loss=0.044, v_num=0]
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Epoch 0: : 1793it [02:50, 10.51it/s, loss=0.0442, v_num=0]
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Epoch 0: : 1795it [02:50, 10.52it/s, loss=0.0441, v_num=0]
Epoch 0: : 1796it [02:50, 10.52it/s, loss=0.0441, v_num=0]
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Epoch 0: : 1797it [02:50, 10.52it/s, loss=0.0442, v_num=0]
Epoch 0: : 1798it [02:50, 10.53it/s, loss=0.0442, v_num=0]
Epoch 0: : 1798it [02:50, 10.53it/s, loss=0.0445, v_num=0]
Epoch 0: : 1799it [02:50, 10.53it/s, loss=0.0445, v_num=0]
Epoch 0: : 1799it [02:50, 10.53it/s, loss=0.0444, v_num=0]
Epoch 0: : 1800it [02:50, 10.53it/s, loss=0.0444, v_num=0]
Epoch 0: : 1800it [02:50, 10.53it/s, loss=0.0448, v_num=0]
Epoch 0: : 1801it [02:50, 10.54it/s, loss=0.0448, v_num=0]
Epoch 0: : 1801it [02:50, 10.54it/s, loss=0.0446, v_num=0]
Epoch 0: : 1802it [02:50, 10.54it/s, loss=0.0446, v_num=0]
Epoch 0: : 1802it [02:50, 10.54it/s, loss=0.0445, v_num=0]
Epoch 0: : 1803it [02:50, 10.54it/s, loss=0.0445, v_num=0]
Epoch 0: : 1803it [02:50, 10.54it/s, loss=0.0446, v_num=0]
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Epoch 0: : 1924it [02:56, 10.93it/s, loss=0.0429, v_num=0]
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Epoch 0: : 1926it [02:56, 10.94it/s, loss=0.0428, v_num=0]
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Epoch 0: : 1927it [02:56, 10.94it/s, loss=0.043, v_num=0] 
Epoch 0: : 1928it [02:56, 10.94it/s, loss=0.043, v_num=0]
Epoch 0: : 1928it [02:56, 10.94it/s, loss=0.0432, v_num=0]
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Epoch 0: : 1929it [02:56, 10.95it/s, loss=0.0434, v_num=0]
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Epoch 0: : 1930it [02:56, 10.95it/s, loss=0.0435, v_num=0]
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Epoch 0: : 1931it [02:56, 10.95it/s, loss=0.0436, v_num=0]
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Epoch 0: : 1934it [02:56, 10.96it/s, loss=0.0437, v_num=0]
Epoch 0: : 1935it [02:56, 10.97it/s, loss=0.0437, v_num=0]
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Epoch 0: : 1936it [02:56, 10.97it/s, loss=0.0434, v_num=0]
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Epoch 0: : 1937it [02:56, 10.97it/s, loss=0.0433, v_num=0]
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Epoch 0: : 1938it [02:56, 10.97it/s, loss=0.0432, v_num=0]
Epoch 0: : 1939it [02:56, 10.98it/s, loss=0.0432, v_num=0]
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Epoch 0: : 1940it [02:56, 10.98it/s, loss=0.0431, v_num=0]
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Epoch 0: : 1942it [02:56, 10.99it/s, loss=0.0433, v_num=0]
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Epoch 0: : 1945it [02:56, 11.00it/s, loss=0.0431, v_num=0]
Epoch 0: : 1945it [02:56, 11.00it/s, loss=0.0432, v_num=0]
Epoch 0: : 1946it [02:56, 11.00it/s, loss=0.0432, v_num=0]
Epoch 0: : 1946it [02:56, 11.00it/s, loss=0.0433, v_num=0]
Epoch 0: : 1947it [02:56, 11.00it/s, loss=0.0433, v_num=0]
Epoch 0: : 1947it [02:56, 11.00it/s, loss=0.0432, v_num=0]
Epoch 0: : 1948it [02:57, 11.01it/s, loss=0.0432, v_num=0]
Epoch 0: : 1948it [02:57, 11.01it/s, loss=0.0432, v_num=0]
Epoch 0: : 1949it [02:57, 11.01it/s, loss=0.0432, v_num=0]
Epoch 0: : 1949it [02:57, 11.01it/s, loss=0.043, v_num=0] 
Epoch 0: : 1950it [02:57, 11.01it/s, loss=0.043, v_num=0]
Epoch 0: : 1950it [02:57, 11.01it/s, loss=0.0428, v_num=0]
Epoch 0: : 1951it [02:57, 11.01it/s, loss=0.0428, v_num=0]
Epoch 0: : 1951it [02:57, 11.01it/s, loss=0.0426, v_num=0]
Epoch 0: : 1952it [02:57, 11.02it/s, loss=0.0426, v_num=0]
Epoch 0: : 1952it [02:57, 11.02it/s, loss=0.0427, v_num=0]
Epoch 0: : 1953it [02:57, 11.02it/s, loss=0.0427, v_num=0]
Epoch 0: : 1953it [02:57, 11.02it/s, loss=0.0427, v_num=0]
Epoch 0: : 1954it [02:57, 11.02it/s, loss=0.0427, v_num=0]
Epoch 0: : 1954it [02:57, 11.02it/s, loss=0.0426, v_num=0]
Epoch 0: : 1955it [02:57, 11.03it/s, loss=0.0426, v_num=0]
Epoch 0: : 1955it [02:57, 11.03it/s, loss=0.0425, v_num=0]
Epoch 0: : 1956it [02:57, 11.03it/s, loss=0.0425, v_num=0]
Epoch 0: : 1956it [02:57, 11.03it/s, loss=0.0426, v_num=0]
Epoch 0: : 1957it [02:57, 11.03it/s, loss=0.0426, v_num=0]
Epoch 0: : 1957it [02:57, 11.03it/s, loss=0.0427, v_num=0]
Epoch 0: : 1958it [02:57, 11.04it/s, loss=0.0427, v_num=0]
Epoch 0: : 1958it [02:57, 11.04it/s, loss=0.0426, v_num=0]
Epoch 0: : 1959it [02:57, 11.04it/s, loss=0.0426, v_num=0]
Epoch 0: : 1959it [02:57, 11.04it/s, loss=0.0427, v_num=0]
Epoch 0: : 1960it [02:57, 11.04it/s, loss=0.0427, v_num=0]
Epoch 0: : 1960it [02:57, 11.04it/s, loss=0.0426, v_num=0]
Epoch 0: : 1961it [02:57, 11.04it/s, loss=0.0426, v_num=0]
Epoch 0: : 1961it [02:57, 11.04it/s, loss=0.0426, v_num=0]
Epoch 0: : 1962it [02:57, 11.05it/s, loss=0.0426, v_num=0]
Epoch 0: : 1962it [02:57, 11.05it/s, loss=0.0425, v_num=0]
Epoch 0: : 1963it [02:57, 11.05it/s, loss=0.0425, v_num=0]
Epoch 0: : 1963it [02:57, 11.05it/s, loss=0.0425, v_num=0]
Epoch 0: : 1964it [02:57, 11.05it/s, loss=0.0425, v_num=0]
Epoch 0: : 1964it [02:57, 11.05it/s, loss=0.0424, v_num=0]
Epoch 0: : 1965it [02:57, 11.06it/s, loss=0.0424, v_num=0]
Epoch 0: : 1965it [02:57, 11.06it/s, loss=0.0422, v_num=0]
Epoch 0: : 1966it [02:57, 11.06it/s, loss=0.0422, v_num=0]
Epoch 0: : 1966it [02:57, 11.06it/s, loss=0.0423, v_num=0]
Epoch 0: : 1967it [02:57, 11.06it/s, loss=0.0423, v_num=0]
Epoch 0: : 1967it [02:57, 11.06it/s, loss=0.0422, v_num=0]
Epoch 0: : 1968it [02:57, 11.07it/s, loss=0.0422, v_num=0]
Epoch 0: : 1968it [02:57, 11.07it/s, loss=0.042, v_num=0] 
Epoch 0: : 1969it [02:57, 11.07it/s, loss=0.042, v_num=0]
Epoch 0: : 1969it [02:57, 11.07it/s, loss=0.0421, v_num=0]
Epoch 0: : 1970it [02:57, 11.07it/s, loss=0.0421, v_num=0]
Epoch 0: : 1970it [02:57, 11.07it/s, loss=0.0422, v_num=0]
Epoch 0: : 1971it [02:57, 11.08it/s, loss=0.0422, v_num=0]
Epoch 0: : 1971it [02:57, 11.08it/s, loss=0.0424, v_num=0]
Epoch 0: : 1972it [02:58, 11.08it/s, loss=0.0424, v_num=0]
Epoch 0: : 1972it [02:58, 11.08it/s, loss=0.0423, v_num=0]
Epoch 0: : 1973it [02:58, 11.08it/s, loss=0.0423, v_num=0]
Epoch 0: : 1973it [02:58, 11.08it/s, loss=0.0423, v_num=0]
Epoch 0: : 1974it [02:58, 11.08it/s, loss=0.0423, v_num=0]
Epoch 0: : 1974it [02:58, 11.08it/s, loss=0.0422, v_num=0]
Epoch 0: : 1975it [02:58, 11.09it/s, loss=0.0422, v_num=0]
Epoch 0: : 1975it [02:58, 11.09it/s, loss=0.0423, v_num=0]
Epoch 0: : 1976it [02:58, 11.09it/s, loss=0.0423, v_num=0]
Epoch 0: : 1976it [02:58, 11.09it/s, loss=0.0424, v_num=0]
Epoch 0: : 1977it [02:58, 11.09it/s, loss=0.0424, v_num=0]
Epoch 0: : 1977it [02:58, 11.09it/s, loss=0.0427, v_num=0]
Epoch 0: : 1978it [02:58, 11.10it/s, loss=0.0427, v_num=0]
Epoch 0: : 1978it [02:58, 11.10it/s, loss=0.0428, v_num=0]
Epoch 0: : 1979it [02:58, 11.10it/s, loss=0.0428, v_num=0]
Epoch 0: : 1979it [02:58, 11.10it/s, loss=0.0427, v_num=0]
Epoch 0: : 1980it [02:58, 11.10it/s, loss=0.0427, v_num=0]
Epoch 0: : 1980it [02:58, 11.10it/s, loss=0.0427, v_num=0]
Epoch 0: : 1981it [02:58, 11.11it/s, loss=0.0427, v_num=0]
Epoch 0: : 1981it [02:58, 11.11it/s, loss=0.0425, v_num=0]
Epoch 0: : 1982it [02:58, 11.11it/s, loss=0.0425, v_num=0]
Epoch 0: : 1982it [02:58, 11.11it/s, loss=0.0427, v_num=0]
Epoch 0: : 1983it [02:58, 11.11it/s, loss=0.0427, v_num=0]
Epoch 0: : 1983it [02:58, 11.11it/s, loss=0.0427, v_num=0]
Epoch 0: : 1984it [02:58, 11.11it/s, loss=0.0427, v_num=0]
Epoch 0: : 1984it [02:58, 11.11it/s, loss=0.0429, v_num=0]
Epoch 0: : 1985it [02:58, 11.12it/s, loss=0.0429, v_num=0]
Epoch 0: : 1985it [02:58, 11.12it/s, loss=0.043, v_num=0] 
Epoch 0: : 1986it [02:58, 11.12it/s, loss=0.043, v_num=0]
Epoch 0: : 1986it [02:58, 11.12it/s, loss=0.0428, v_num=0]
Epoch 0: : 1987it [02:58, 11.12it/s, loss=0.0428, v_num=0]
Epoch 0: : 1987it [02:58, 11.12it/s, loss=0.0428, v_num=0]
Epoch 0: : 1988it [02:58, 11.13it/s, loss=0.0428, v_num=0]
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Epoch 0: : 1989it [02:58, 11.13it/s, loss=0.043, v_num=0]
Epoch 0: : 1989it [02:58, 11.13it/s, loss=0.043, v_num=0]
Epoch 0: : 1990it [02:58, 11.13it/s, loss=0.043, v_num=0]
Epoch 0: : 1990it [02:58, 11.13it/s, loss=0.043, v_num=0]
Epoch 0: : 1991it [02:58, 11.14it/s, loss=0.043, v_num=0]
Epoch 0: : 1991it [02:58, 11.14it/s, loss=0.0428, v_num=0]
Epoch 0: : 1992it [02:58, 11.14it/s, loss=0.0428, v_num=0]
Epoch 0: : 1992it [02:58, 11.14it/s, loss=0.0428, v_num=0]
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Epoch 0: : 1993it [02:58, 11.14it/s, loss=0.0428, v_num=0]
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Epoch 0: : 1994it [02:58, 11.14it/s, loss=0.0429, v_num=0]
Epoch 0: : 1995it [02:58, 11.15it/s, loss=0.0429, v_num=0]
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Epoch 0: : 1996it [02:58, 11.15it/s, loss=0.0429, v_num=0]
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Epoch 0: : 1997it [02:59, 11.15it/s, loss=0.0429, v_num=0]
Epoch 0: : 1997it [02:59, 11.15it/s, loss=0.0426, v_num=0]
Epoch 0: : 1998it [02:59, 11.16it/s, loss=0.0426, v_num=0]
Epoch 0: : 1998it [02:59, 11.16it/s, loss=0.0426, v_num=0]
Epoch 0: : 1999it [02:59, 11.16it/s, loss=0.0426, v_num=0]
Epoch 0: : 1999it [02:59, 11.16it/s, loss=0.0425, v_num=0]
Epoch 0: : 2000it [02:59, 11.16it/s, loss=0.0425, v_num=0]
Epoch 0: : 2000it [02:59, 11.16it/s, loss=0.0426, v_num=0]
Epoch 0: : 2001it [02:59, 11.17it/s, loss=0.0426, v_num=0]
Epoch 0: : 2001it [02:59, 11.17it/s, loss=0.0429, v_num=0]
Epoch 0: : 2002it [02:59, 11.17it/s, loss=0.0429, v_num=0]
Epoch 0: : 2002it [02:59, 11.17it/s, loss=0.043, v_num=0] 
Epoch 0: : 2003it [02:59, 11.17it/s, loss=0.043, v_num=0]
Epoch 0: : 2003it [02:59, 11.17it/s, loss=0.043, v_num=0]
Epoch 0: : 2004it [02:59, 11.18it/s, loss=0.043, v_num=0]
Epoch 0: : 2004it [02:59, 11.17it/s, loss=0.0432, v_num=0]
Epoch 0: : 2005it [02:59, 11.18it/s, loss=0.0432, v_num=0]
Epoch 0: : 2005it [02:59, 11.18it/s, loss=0.0433, v_num=0]
Epoch 0: : 2006it [02:59, 11.18it/s, loss=0.0433, v_num=0]
Epoch 0: : 2006it [02:59, 11.18it/s, loss=0.0436, v_num=0]
Epoch 0: : 2007it [02:59, 11.18it/s, loss=0.0436, v_num=0]
Epoch 0: : 2007it [02:59, 11.18it/s, loss=0.0435, v_num=0]
Epoch 0: : 2008it [02:59, 11.19it/s, loss=0.0435, v_num=0]
Epoch 0: : 2008it [02:59, 11.19it/s, loss=0.0438, v_num=0]
Epoch 0: : 2009it [02:59, 11.19it/s, loss=0.0438, v_num=0]
Epoch 0: : 2009it [02:59, 11.19it/s, loss=0.0439, v_num=0]
Epoch 0: : 2010it [02:59, 11.19it/s, loss=0.0439, v_num=0]
Epoch 0: : 2010it [02:59, 11.19it/s, loss=0.044, v_num=0] 
Epoch 0: : 2011it [02:59, 11.20it/s, loss=0.044, v_num=0]
Epoch 0: : 2011it [02:59, 11.20it/s, loss=0.0442, v_num=0]
Epoch 0: : 2012it [02:59, 11.20it/s, loss=0.0442, v_num=0]
Epoch 0: : 2012it [02:59, 11.20it/s, loss=0.0442, v_num=0]
Epoch 0: : 2013it [02:59, 11.20it/s, loss=0.0442, v_num=0]
Epoch 0: : 2013it [02:59, 11.20it/s, loss=0.0442, v_num=0]
Epoch 0: : 2014it [02:59, 11.20it/s, loss=0.0442, v_num=0]
Epoch 0: : 2014it [02:59, 11.20it/s, loss=0.0442, v_num=0]
Epoch 0: : 2015it [02:59, 11.21it/s, loss=0.0442, v_num=0]
Epoch 0: : 2015it [02:59, 11.21it/s, loss=0.0444, v_num=0]
Epoch 0: : 2016it [02:59, 11.21it/s, loss=0.0444, v_num=0]
Epoch 0: : 2016it [02:59, 11.21it/s, loss=0.0445, v_num=0]
Epoch 0: : 2017it [02:59, 11.21it/s, loss=0.0445, v_num=0]
Epoch 0: : 2017it [02:59, 11.21it/s, loss=0.0443, v_num=0]
Epoch 0: : 2018it [02:59, 11.22it/s, loss=0.0443, v_num=0]
Epoch 0: : 2018it [02:59, 11.22it/s, loss=0.0443, v_num=0]
Epoch 0: : 2019it [02:59, 11.22it/s, loss=0.0443, v_num=0]
Epoch 0: : 2019it [02:59, 11.22it/s, loss=0.0445, v_num=0]
Epoch 0: : 2020it [03:00, 11.22it/s, loss=0.0445, v_num=0]
Epoch 0: : 2020it [03:00, 11.22it/s, loss=0.0447, v_num=0]
Epoch 0: : 2021it [03:00, 11.23it/s, loss=0.0447, v_num=0]
Epoch 0: : 2021it [03:00, 11.23it/s, loss=0.0446, v_num=0]
Epoch 0: : 2022it [03:00, 11.23it/s, loss=0.0446, v_num=0]
Epoch 0: : 2022it [03:00, 11.23it/s, loss=0.0446, v_num=0]
Epoch 0: : 2023it [03:00, 11.23it/s, loss=0.0446, v_num=0]
Epoch 0: : 2023it [03:00, 11.23it/s, loss=0.0446, v_num=0]
Epoch 0: : 2024it [03:00, 11.23it/s, loss=0.0446, v_num=0]
Epoch 0: : 2024it [03:00, 11.23it/s, loss=0.0443, v_num=0]
Epoch 0: : 2025it [03:00, 11.24it/s, loss=0.0443, v_num=0]
Epoch 0: : 2025it [03:00, 11.24it/s, loss=0.0444, v_num=0]
Epoch 0: : 2026it [03:00, 11.24it/s, loss=0.0444, v_num=0]
Epoch 0: : 2026it [03:00, 11.24it/s, loss=0.0443, v_num=0]
Epoch 0: : 2027it [03:00, 11.24it/s, loss=0.0443, v_num=0]
Epoch 0: : 2027it [03:00, 11.24it/s, loss=0.0443, v_num=0]
Epoch 0: : 2028it [03:00, 11.25it/s, loss=0.0443, v_num=0]
Epoch 0: : 2028it [03:00, 11.25it/s, loss=0.0441, v_num=0]
Epoch 0: : 2029it [03:00, 11.25it/s, loss=0.0441, v_num=0]
Epoch 0: : 2029it [03:00, 11.25it/s, loss=0.0439, v_num=0]
Epoch 0: : 2030it [03:00, 11.25it/s, loss=0.0439, v_num=0]
Epoch 0: : 2030it [03:00, 11.25it/s, loss=0.0441, v_num=0]
Epoch 0: : 2031it [03:00, 11.25it/s, loss=0.0441, v_num=0]
Epoch 0: : 2031it [03:00, 11.25it/s, loss=0.0441, v_num=0]
Epoch 0: : 2032it [03:00, 11.26it/s, loss=0.0441, v_num=0]
Epoch 0: : 2032it [03:00, 11.26it/s, loss=0.0442, v_num=0]
Epoch 0: : 2033it [03:00, 11.26it/s, loss=0.0442, v_num=0]
Epoch 0: : 2033it [03:00, 11.26it/s, loss=0.0443, v_num=0]
Epoch 0: : 2034it [03:00, 11.26it/s, loss=0.0443, v_num=0]
Epoch 0: : 2034it [03:00, 11.26it/s, loss=0.0442, v_num=0]
Epoch 0: : 2035it [03:00, 11.27it/s, loss=0.0442, v_num=0]
Epoch 0: : 2035it [03:00, 11.27it/s, loss=0.0439, v_num=0]
Epoch 0: : 2036it [03:00, 11.27it/s, loss=0.0439, v_num=0]
Epoch 0: : 2036it [03:00, 11.27it/s, loss=0.0438, v_num=0]
Epoch 0: : 2037it [03:00, 11.27it/s, loss=0.0438, v_num=0]
Epoch 0: : 2037it [03:00, 11.27it/s, loss=0.0439, v_num=0]
Epoch 0: : 2038it [03:00, 11.28it/s, loss=0.0439, v_num=0]
Epoch 0: : 2038it [03:00, 11.28it/s, loss=0.0441, v_num=0]
Epoch 0: : 2039it [03:00, 11.28it/s, loss=0.0441, v_num=0]
Epoch 0: : 2039it [03:00, 11.28it/s, loss=0.044, v_num=0] 
Epoch 0: : 2040it [03:00, 11.28it/s, loss=0.044, v_num=0]
Epoch 0: : 2040it [03:00, 11.28it/s, loss=0.0438, v_num=0]
Epoch 0: : 2041it [03:00, 11.28it/s, loss=0.0438, v_num=0]
Epoch 0: : 2041it [03:00, 11.28it/s, loss=0.044, v_num=0] 
Epoch 0: : 2042it [03:00, 11.29it/s, loss=0.044, v_num=0]
Epoch 0: : 2042it [03:00, 11.29it/s, loss=0.0441, v_num=0]
Epoch 0: : 2043it [03:00, 11.29it/s, loss=0.0441, v_num=0]
Epoch 0: : 2043it [03:00, 11.29it/s, loss=0.0441, v_num=0]
Epoch 0: : 2044it [03:00, 11.29it/s, loss=0.0441, v_num=0]
Epoch 0: : 2044it [03:00, 11.29it/s, loss=0.0441, v_num=0]
Epoch 0: : 2045it [03:01, 11.30it/s, loss=0.0441, v_num=0]
Epoch 0: : 2045it [03:01, 11.30it/s, loss=0.044, v_num=0] 
Epoch 0: : 2046it [03:01, 11.30it/s, loss=0.044, v_num=0]
Epoch 0: : 2046it [03:01, 11.30it/s, loss=0.044, v_num=0]
Epoch 0: : 2047it [03:01, 11.30it/s, loss=0.044, v_num=0]
Epoch 0: : 2047it [03:01, 11.30it/s, loss=0.0441, v_num=0]
Epoch 0: : 2048it [03:01, 11.31it/s, loss=0.0441, v_num=0]
Epoch 0: : 2048it [03:01, 11.31it/s, loss=0.0439, v_num=0]
Epoch 0: : 2049it [03:01, 11.31it/s, loss=0.0439, v_num=0]
Epoch 0: : 2049it [03:01, 11.31it/s, loss=0.044, v_num=0] 
Epoch 0: : 2050it [03:01, 11.31it/s, loss=0.044, v_num=0]
Epoch 0: : 2050it [03:01, 11.31it/s, loss=0.0439, v_num=0]
Epoch 0: : 2051it [03:01, 11.31it/s, loss=0.0439, v_num=0]
Epoch 0: : 2051it [03:01, 11.31it/s, loss=0.0439, v_num=0]
Epoch 0: : 2052it [03:01, 11.32it/s, loss=0.0439, v_num=0]
Epoch 0: : 2052it [03:01, 11.32it/s, loss=0.0437, v_num=0]
Epoch 0: : 2053it [03:01, 11.32it/s, loss=0.0437, v_num=0]
Epoch 0: : 2053it [03:01, 11.32it/s, loss=0.0437, v_num=0]
Epoch 0: : 2054it [03:01, 11.32it/s, loss=0.0437, v_num=0]
Epoch 0: : 2054it [03:01, 11.32it/s, loss=0.0438, v_num=0]
Epoch 0: : 2055it [03:01, 11.33it/s, loss=0.0438, v_num=0]
Epoch 0: : 2055it [03:01, 11.33it/s, loss=0.044, v_num=0] 
Epoch 0: : 2056it [03:01, 11.33it/s, loss=0.044, v_num=0]
Epoch 0: : 2056it [03:01, 11.33it/s, loss=0.044, v_num=0]
Epoch 0: : 2057it [03:01, 11.33it/s, loss=0.044, v_num=0]
Epoch 0: : 2057it [03:01, 11.33it/s, loss=0.0439, v_num=0]
Epoch 0: : 2058it [03:01, 11.33it/s, loss=0.0439, v_num=0]
Epoch 0: : 2058it [03:01, 11.33it/s, loss=0.0439, v_num=0]
Epoch 0: : 2059it [03:01, 11.34it/s, loss=0.0439, v_num=0]
Epoch 0: : 2059it [03:01, 11.34it/s, loss=0.044, v_num=0] 
Epoch 0: : 2060it [03:01, 11.34it/s, loss=0.044, v_num=0]
Epoch 0: : 2060it [03:01, 11.34it/s, loss=0.044, v_num=0]
Epoch 0: : 2061it [03:01, 11.34it/s, loss=0.044, v_num=0]
Epoch 0: : 2061it [03:01, 11.34it/s, loss=0.0438, v_num=0]
Epoch 0: : 2062it [03:01, 11.35it/s, loss=0.0438, v_num=0]
Epoch 0: : 2062it [03:01, 11.35it/s, loss=0.0436, v_num=0]
Epoch 0: : 2063it [03:01, 11.35it/s, loss=0.0436, v_num=0]
Epoch 0: : 2063it [03:01, 11.35it/s, loss=0.0435, v_num=0]
Epoch 0: : 2064it [03:01, 11.35it/s, loss=0.0435, v_num=0]
Epoch 0: : 2064it [03:01, 11.35it/s, loss=0.0434, v_num=0]
Epoch 0: : 2065it [03:01, 11.35it/s, loss=0.0434, v_num=0]
Epoch 0: : 2065it [03:01, 11.35it/s, loss=0.0435, v_num=0]
Epoch 0: : 2066it [03:01, 11.36it/s, loss=0.0435, v_num=0]
Epoch 0: : 2066it [03:01, 11.36it/s, loss=0.0433, v_num=0]
Epoch 0: : 2067it [03:01, 11.36it/s, loss=0.0433, v_num=0]
Epoch 0: : 2067it [03:01, 11.36it/s, loss=0.0434, v_num=0]
Epoch 0: : 2068it [03:01, 11.36it/s, loss=0.0434, v_num=0]
Epoch 0: : 2068it [03:01, 11.36it/s, loss=0.0434, v_num=0]
Epoch 0: : 2069it [03:02, 11.37it/s, loss=0.0434, v_num=0]
Epoch 0: : 2069it [03:02, 11.37it/s, loss=0.0432, v_num=0]
Epoch 0: : 2070it [03:02, 11.37it/s, loss=0.0432, v_num=0]
Epoch 0: : 2070it [03:02, 11.37it/s, loss=0.0432, v_num=0]
Epoch 0: : 2071it [03:02, 11.37it/s, loss=0.0432, v_num=0]
Epoch 0: : 2071it [03:02, 11.37it/s, loss=0.0432, v_num=0]
Epoch 0: : 2072it [03:02, 11.38it/s, loss=0.0432, v_num=0]
Epoch 0: : 2072it [03:02, 11.38it/s, loss=0.0433, v_num=0]
Epoch 0: : 2073it [03:02, 11.38it/s, loss=0.0433, v_num=0]
Epoch 0: : 2073it [03:02, 11.38it/s, loss=0.0433, v_num=0]
Epoch 0: : 2074it [03:02, 11.38it/s, loss=0.0433, v_num=0]
Epoch 0: : 2074it [03:02, 11.38it/s, loss=0.0433, v_num=0]
Epoch 0: : 2075it [03:02, 11.38it/s, loss=0.0433, v_num=0]
Epoch 0: : 2075it [03:02, 11.38it/s, loss=0.0433, v_num=0]
Epoch 0: : 2076it [03:02, 11.39it/s, loss=0.0433, v_num=0]
Epoch 0: : 2076it [03:02, 11.39it/s, loss=0.0431, v_num=0]
Epoch 0: : 2077it [03:02, 11.39it/s, loss=0.0431, v_num=0]
Epoch 0: : 2077it [03:02, 11.39it/s, loss=0.0432, v_num=0]
Epoch 0: : 2078it [03:02, 11.39it/s, loss=0.0432, v_num=0]
Epoch 0: : 2078it [03:02, 11.39it/s, loss=0.0432, v_num=0]
Epoch 0: : 2079it [03:02, 11.40it/s, loss=0.0432, v_num=0]
Epoch 0: : 2079it [03:02, 11.40it/s, loss=0.0431, v_num=0]
Epoch 0: : 2080it [03:02, 11.40it/s, loss=0.0431, v_num=0]
Epoch 0: : 2080it [03:02, 11.40it/s, loss=0.0432, v_num=0]
Epoch 0: : 2081it [03:02, 11.40it/s, loss=0.0432, v_num=0]
Epoch 0: : 2081it [03:02, 11.40it/s, loss=0.043, v_num=0] 
Epoch 0: : 2082it [03:02, 11.40it/s, loss=0.043, v_num=0]
Epoch 0: : 2082it [03:02, 11.40it/s, loss=0.0429, v_num=0]
Epoch 0: : 2083it [03:02, 11.41it/s, loss=0.0429, v_num=0]
Epoch 0: : 2083it [03:02, 11.41it/s, loss=0.043, v_num=0] 
Epoch 0: : 2084it [03:02, 11.41it/s, loss=0.043, v_num=0]
Epoch 0: : 2084it [03:02, 11.41it/s, loss=0.0431, v_num=0]
Epoch 0: : 2085it [03:02, 11.41it/s, loss=0.0431, v_num=0]
Epoch 0: : 2085it [03:02, 11.41it/s, loss=0.0432, v_num=0]
Epoch 0: : 2086it [03:02, 11.42it/s, loss=0.0432, v_num=0]
Epoch 0: : 2086it [03:02, 11.42it/s, loss=0.0432, v_num=0]
Epoch 0: : 2087it [03:02, 11.42it/s, loss=0.0432, v_num=0]
Epoch 0: : 2087it [03:02, 11.42it/s, loss=0.0433, v_num=0]
Epoch 0: : 2088it [03:02, 11.42it/s, loss=0.0433, v_num=0]
Epoch 0: : 2088it [03:02, 11.42it/s, loss=0.0433, v_num=0]
Epoch 0: : 2089it [03:02, 11.42it/s, loss=0.0433, v_num=0]
Epoch 0: : 2089it [03:02, 11.42it/s, loss=0.0434, v_num=0]
Epoch 0: : 2090it [03:02, 11.43it/s, loss=0.0434, v_num=0]
Epoch 0: : 2090it [03:02, 11.43it/s, loss=0.0434, v_num=0]
Epoch 0: : 2091it [03:02, 11.43it/s, loss=0.0434, v_num=0]
Epoch 0: : 2091it [03:02, 11.43it/s, loss=0.0433, v_num=0]
Epoch 0: : 2092it [03:02, 11.43it/s, loss=0.0433, v_num=0]
Epoch 0: : 2092it [03:02, 11.43it/s, loss=0.0432, v_num=0]
Epoch 0: : 2093it [03:03, 11.44it/s, loss=0.0432, v_num=0]
Epoch 0: : 2093it [03:03, 11.44it/s, loss=0.0434, v_num=0]
Epoch 0: : 2094it [03:03, 11.44it/s, loss=0.0434, v_num=0]
Epoch 0: : 2094it [03:03, 11.44it/s, loss=0.0436, v_num=0]
Epoch 0: : 2095it [03:03, 11.44it/s, loss=0.0436, v_num=0]
Epoch 0: : 2095it [03:03, 11.44it/s, loss=0.0436, v_num=0]
Epoch 0: : 2096it [03:03, 11.44it/s, loss=0.0436, v_num=0]
Epoch 0: : 2096it [03:03, 11.44it/s, loss=0.0438, v_num=0]
Epoch 0: : 2097it [03:03, 11.45it/s, loss=0.0438, v_num=0]
Epoch 0: : 2097it [03:03, 11.45it/s, loss=0.0438, v_num=0]
Epoch 0: : 2098it [03:03, 11.45it/s, loss=0.0438, v_num=0]
Epoch 0: : 2098it [03:03, 11.45it/s, loss=0.0436, v_num=0]
Epoch 0: : 2099it [03:03, 11.45it/s, loss=0.0436, v_num=0]
Epoch 0: : 2099it [03:03, 11.45it/s, loss=0.0435, v_num=0]
Epoch 0: : 2100it [03:03, 11.46it/s, loss=0.0435, v_num=0]
Epoch 0: : 2100it [03:03, 11.46it/s, loss=0.0436, v_num=0]
Epoch 0: : 2101it [03:03, 11.46it/s, loss=0.0436, v_num=0]
Epoch 0: : 2101it [03:03, 11.46it/s, loss=0.0436, v_num=0]
Epoch 0: : 2102it [03:03, 11.46it/s, loss=0.0436, v_num=0]
Epoch 0: : 2102it [03:03, 11.46it/s, loss=0.0436, v_num=0]
Epoch 0: : 2103it [03:03, 11.46it/s, loss=0.0436, v_num=0]
Epoch 0: : 2103it [03:03, 11.46it/s, loss=0.0434, v_num=0]
Epoch 0: : 2104it [03:03, 11.47it/s, loss=0.0434, v_num=0]
Epoch 0: : 2104it [03:03, 11.47it/s, loss=0.0433, v_num=0]
Epoch 0: : 2105it [03:03, 11.47it/s, loss=0.0433, v_num=0]
Epoch 0: : 2105it [03:03, 11.47it/s, loss=0.0433, v_num=0]
Epoch 0: : 2106it [03:03, 11.47it/s, loss=0.0433, v_num=0]
Epoch 0: : 2106it [03:03, 11.47it/s, loss=0.0432, v_num=0]
Epoch 0: : 2107it [03:03, 11.48it/s, loss=0.0432, v_num=0]
Epoch 0: : 2107it [03:03, 11.48it/s, loss=0.0431, v_num=0]
Epoch 0: : 2108it [03:03, 11.48it/s, loss=0.0431, v_num=0]
Epoch 0: : 2108it [03:03, 11.48it/s, loss=0.0432, v_num=0]
Epoch 0: : 2109it [03:03, 11.48it/s, loss=0.0432, v_num=0]
Epoch 0: : 2109it [03:03, 11.48it/s, loss=0.0431, v_num=0]
Epoch 0: : 2110it [03:03, 11.49it/s, loss=0.0431, v_num=0]
Epoch 0: : 2110it [03:03, 11.49it/s, loss=0.0431, v_num=0]
Epoch 0: : 2111it [03:03, 11.49it/s, loss=0.0431, v_num=0]
Epoch 0: : 2111it [03:03, 11.49it/s, loss=0.0431, v_num=0]
Epoch 0: : 2112it [03:03, 11.49it/s, loss=0.0431, v_num=0]
Epoch 0: : 2112it [03:03, 11.49it/s, loss=0.0432, v_num=0]
Epoch 0: : 2113it [03:03, 11.49it/s, loss=0.0432, v_num=0]
Epoch 0: : 2113it [03:03, 11.49it/s, loss=0.0428, v_num=0]
Epoch 0: : 2114it [03:03, 11.50it/s, loss=0.0428, v_num=0]
Epoch 0: : 2114it [03:03, 11.50it/s, loss=0.0426, v_num=0]
Epoch 0: : 2115it [03:03, 11.50it/s, loss=0.0426, v_num=0]
Epoch 0: : 2115it [03:03, 11.50it/s, loss=0.0425, v_num=0]
Epoch 0: : 2116it [03:03, 11.50it/s, loss=0.0425, v_num=0]
Epoch 0: : 2116it [03:03, 11.50it/s, loss=0.0425, v_num=0]
Epoch 0: : 2117it [03:04, 11.51it/s, loss=0.0425, v_num=0]
Epoch 0: : 2117it [03:04, 11.51it/s, loss=0.0427, v_num=0]
Epoch 0: : 2118it [03:04, 11.51it/s, loss=0.0427, v_num=0]
Epoch 0: : 2118it [03:04, 11.51it/s, loss=0.0428, v_num=0]
Epoch 0: : 2119it [03:04, 11.51it/s, loss=0.0428, v_num=0]
Epoch 0: : 2119it [03:04, 11.51it/s, loss=0.0427, v_num=0]
Epoch 0: : 2120it [03:04, 11.51it/s, loss=0.0427, v_num=0]
Epoch 0: : 2120it [03:04, 11.51it/s, loss=0.0425, v_num=0]
Epoch 0: : 2121it [03:04, 11.52it/s, loss=0.0425, v_num=0]
Epoch 0: : 2121it [03:04, 11.52it/s, loss=0.0425, v_num=0]
Epoch 0: : 2122it [03:04, 11.52it/s, loss=0.0425, v_num=0]
Epoch 0: : 2122it [03:04, 11.52it/s, loss=0.0424, v_num=0]
Epoch 0: : 2123it [03:04, 11.52it/s, loss=0.0424, v_num=0]
Epoch 0: : 2123it [03:04, 11.52it/s, loss=0.0425, v_num=0]
Epoch 0: : 2124it [03:04, 11.53it/s, loss=0.0425, v_num=0]
Epoch 0: : 2124it [03:04, 11.53it/s, loss=0.0425, v_num=0]
Epoch 0: : 2125it [03:04, 11.53it/s, loss=0.0425, v_num=0]
Epoch 0: : 2125it [03:04, 11.53it/s, loss=0.0423, v_num=0]
Epoch 0: : 2126it [03:04, 11.53it/s, loss=0.0423, v_num=0]
Epoch 0: : 2126it [03:04, 11.53it/s, loss=0.0423, v_num=0]
Epoch 0: : 2127it [03:04, 11.53it/s, loss=0.0423, v_num=0]
Epoch 0: : 2127it [03:04, 11.53it/s, loss=0.0422, v_num=0]
Epoch 0: : 2128it [03:04, 11.54it/s, loss=0.0422, v_num=0]
Epoch 0: : 2128it [03:04, 11.54it/s, loss=0.0423, v_num=0]
Epoch 0: : 2129it [03:04, 11.54it/s, loss=0.0423, v_num=0]
Epoch 0: : 2129it [03:04, 11.54it/s, loss=0.0423, v_num=0]
Epoch 0: : 2130it [03:04, 11.54it/s, loss=0.0423, v_num=0]
Epoch 0: : 2130it [03:04, 11.54it/s, loss=0.0423, v_num=0]
Epoch 0: : 2131it [03:04, 11.54it/s, loss=0.0423, v_num=0]
Epoch 0: : 2131it [03:04, 11.54it/s, loss=0.0423, v_num=0]
Epoch 0: : 2132it [03:04, 11.55it/s, loss=0.0423, v_num=0]
Epoch 0: : 2132it [03:04, 11.55it/s, loss=0.0423, v_num=0]
Epoch 0: : 2133it [03:04, 11.55it/s, loss=0.0423, v_num=0]
Epoch 0: : 2133it [03:04, 11.55it/s, loss=0.0422, v_num=0]
Epoch 0: : 2134it [03:04, 11.55it/s, loss=0.0422, v_num=0]
Epoch 0: : 2134it [03:04, 11.55it/s, loss=0.0424, v_num=0]
Epoch 0: : 2135it [03:04, 11.56it/s, loss=0.0424, v_num=0]
Epoch 0: : 2135it [03:04, 11.56it/s, loss=0.0425, v_num=0]
Epoch 0: : 2136it [03:04, 11.56it/s, loss=0.0425, v_num=0]
Epoch 0: : 2136it [03:04, 11.56it/s, loss=0.0424, v_num=0]
Epoch 0: : 2137it [03:04, 11.56it/s, loss=0.0424, v_num=0]
Epoch 0: : 2137it [03:04, 11.56it/s, loss=0.0421, v_num=0]
Epoch 0: : 2138it [03:04, 11.56it/s, loss=0.0421, v_num=0]
Epoch 0: : 2138it [03:04, 11.56it/s, loss=0.042, v_num=0] 
Epoch 0: : 2139it [03:04, 11.57it/s, loss=0.042, v_num=0]
Epoch 0: : 2139it [03:04, 11.57it/s, loss=0.0422, v_num=0]
Epoch 0: : 2140it [03:04, 11.57it/s, loss=0.0422, v_num=0]
Epoch 0: : 2140it [03:04, 11.57it/s, loss=0.0423, v_num=0]
Epoch 0: : 2141it [03:05, 11.57it/s, loss=0.0423, v_num=0]
Epoch 0: : 2141it [03:05, 11.57it/s, loss=0.0425, v_num=0]
Epoch 0: : 2142it [03:05, 11.58it/s, loss=0.0425, v_num=0]
Epoch 0: : 2142it [03:05, 11.58it/s, loss=0.0426, v_num=0]
Epoch 0: : 2143it [03:05, 11.58it/s, loss=0.0426, v_num=0]
Epoch 0: : 2143it [03:05, 11.58it/s, loss=0.0428, v_num=0]
Epoch 0: : 2144it [03:05, 11.58it/s, loss=0.0428, v_num=0]
Epoch 0: : 2144it [03:05, 11.58it/s, loss=0.0428, v_num=0]
Epoch 0: : 2145it [03:05, 11.58it/s, loss=0.0428, v_num=0]
Epoch 0: : 2145it [03:05, 11.58it/s, loss=0.0428, v_num=0]
Epoch 0: : 2146it [03:05, 11.59it/s, loss=0.0428, v_num=0]
Epoch 0: : 2146it [03:05, 11.59it/s, loss=0.0428, v_num=0]
Epoch 0: : 2147it [03:05, 11.59it/s, loss=0.0428, v_num=0]
Epoch 0: : 2147it [03:05, 11.59it/s, loss=0.0428, v_num=0]
Epoch 0: : 2148it [03:05, 11.59it/s, loss=0.0428, v_num=0]
Epoch 0: : 2148it [03:05, 11.59it/s, loss=0.0426, v_num=0]
Epoch 0: : 2149it [03:05, 11.60it/s, loss=0.0426, v_num=0]
Epoch 0: : 2149it [03:05, 11.60it/s, loss=0.0427, v_num=0]
Epoch 0: : 2150it [03:05, 11.60it/s, loss=0.0427, v_num=0]
Epoch 0: : 2150it [03:05, 11.60it/s, loss=0.0427, v_num=0]
Epoch 0: : 2151it [03:05, 11.60it/s, loss=0.0427, v_num=0]
Epoch 0: : 2151it [03:05, 11.60it/s, loss=0.0426, v_num=0]
Epoch 0: : 2152it [03:05, 11.60it/s, loss=0.0426, v_num=0]
Epoch 0: : 2152it [03:05, 11.60it/s, loss=0.0427, v_num=0]
Epoch 0: : 2153it [03:05, 11.61it/s, loss=0.0427, v_num=0]
Epoch 0: : 2153it [03:05, 11.61it/s, loss=0.0428, v_num=0]
Epoch 0: : 2154it [03:05, 11.61it/s, loss=0.0428, v_num=0]
Epoch 0: : 2154it [03:05, 11.61it/s, loss=0.0426, v_num=0]
Epoch 0: : 2155it [03:05, 11.61it/s, loss=0.0426, v_num=0]
Epoch 0: : 2155it [03:05, 11.61it/s, loss=0.0423, v_num=0]
Epoch 0: : 2156it [03:05, 11.61it/s, loss=0.0423, v_num=0]
Epoch 0: : 2156it [03:05, 11.61it/s, loss=0.0424, v_num=0]
Epoch 0: : 2157it [03:05, 11.62it/s, loss=0.0424, v_num=0]
Epoch 0: : 2157it [03:05, 11.62it/s, loss=0.0426, v_num=0]
Epoch 0: : 2158it [03:05, 11.62it/s, loss=0.0426, v_num=0]
Epoch 0: : 2158it [03:05, 11.62it/s, loss=0.0427, v_num=0]
Epoch 0: : 2159it [03:05, 11.62it/s, loss=0.0427, v_num=0]
Epoch 0: : 2159it [03:05, 11.62it/s, loss=0.0427, v_num=0]
Epoch 0: : 2160it [03:05, 11.63it/s, loss=0.0427, v_num=0]
Epoch 0: : 2160it [03:05, 11.63it/s, loss=0.0428, v_num=0]
Epoch 0: : 2161it [03:05, 11.63it/s, loss=0.0428, v_num=0]
Epoch 0: : 2161it [03:05, 11.63it/s, loss=0.0428, v_num=0]
Epoch 0: : 2162it [03:05, 11.63it/s, loss=0.0428, v_num=0]
Epoch 0: : 2162it [03:05, 11.63it/s, loss=0.0429, v_num=0]
Epoch 0: : 2163it [03:05, 11.63it/s, loss=0.0429, v_num=0]
Epoch 0: : 2163it [03:05, 11.63it/s, loss=0.0427, v_num=0]
Epoch 0: : 2164it [03:05, 11.64it/s, loss=0.0427, v_num=0]
Epoch 0: : 2164it [03:05, 11.64it/s, loss=0.0429, v_num=0]
Epoch 0: : 2165it [03:05, 11.64it/s, loss=0.0429, v_num=0]
Epoch 0: : 2165it [03:05, 11.64it/s, loss=0.043, v_num=0] 
Epoch 0: : 2166it [03:06, 11.64it/s, loss=0.043, v_num=0]
Epoch 0: : 2166it [03:06, 11.64it/s, loss=0.043, v_num=0]
Epoch 0: : 2167it [03:06, 11.65it/s, loss=0.043, v_num=0]
Epoch 0: : 2167it [03:06, 11.65it/s, loss=0.0429, v_num=0]
Epoch 0: : 2168it [03:06, 11.65it/s, loss=0.0429, v_num=0]
Epoch 0: : 2168it [03:06, 11.65it/s, loss=0.043, v_num=0] 
Epoch 0: : 2169it [03:06, 11.65it/s, loss=0.043, v_num=0]
Epoch 0: : 2169it [03:06, 11.65it/s, loss=0.0431, v_num=0]
Epoch 0: : 2170it [03:06, 11.65it/s, loss=0.0431, v_num=0]
Epoch 0: : 2170it [03:06, 11.65it/s, loss=0.043, v_num=0] 
Epoch 0: : 2171it [03:06, 11.66it/s, loss=0.043, v_num=0]
Epoch 0: : 2171it [03:06, 11.66it/s, loss=0.0431, v_num=0]
Epoch 0: : 2172it [03:06, 11.66it/s, loss=0.0431, v_num=0]
Epoch 0: : 2172it [03:06, 11.66it/s, loss=0.043, v_num=0] 
Epoch 0: : 2173it [03:06, 11.66it/s, loss=0.043, v_num=0]
Epoch 0: : 2173it [03:06, 11.66it/s, loss=0.0431, v_num=0]
Epoch 0: : 2174it [03:06, 11.67it/s, loss=0.0431, v_num=0]
Epoch 0: : 2174it [03:06, 11.67it/s, loss=0.0431, v_num=0]
Epoch 0: : 2175it [03:06, 11.67it/s, loss=0.0431, v_num=0]
Epoch 0: : 2175it [03:06, 11.67it/s, loss=0.0432, v_num=0]
Epoch 0: : 2176it [03:06, 11.67it/s, loss=0.0432, v_num=0]
Epoch 0: : 2176it [03:06, 11.67it/s, loss=0.0433, v_num=0]
Epoch 0: : 2177it [03:06, 11.67it/s, loss=0.0433, v_num=0]
Epoch 0: : 2177it [03:06, 11.67it/s, loss=0.0432, v_num=0]
Epoch 0: : 2178it [03:06, 11.68it/s, loss=0.0432, v_num=0]
Epoch 0: : 2178it [03:06, 11.68it/s, loss=0.0432, v_num=0]
Epoch 0: : 2179it [03:06, 11.68it/s, loss=0.0432, v_num=0]
Epoch 0: : 2179it [03:06, 11.68it/s, loss=0.0431, v_num=0]
Epoch 0: : 2180it [03:06, 11.68it/s, loss=0.0431, v_num=0]
Epoch 0: : 2180it [03:06, 11.68it/s, loss=0.043, v_num=0] 
Epoch 0: : 2181it [03:06, 11.68it/s, loss=0.043, v_num=0]
Epoch 0: : 2181it [03:06, 11.68it/s, loss=0.043, v_num=0]
Epoch 0: : 2182it [03:06, 11.69it/s, loss=0.043, v_num=0]
Epoch 0: : 2182it [03:06, 11.69it/s, loss=0.0428, v_num=0]
Epoch 0: : 2183it [03:06, 11.69it/s, loss=0.0428, v_num=0]
Epoch 0: : 2183it [03:06, 11.69it/s, loss=0.0428, v_num=0]
Epoch 0: : 2184it [03:06, 11.69it/s, loss=0.0428, v_num=0]
Epoch 0: : 2184it [03:06, 11.69it/s, loss=0.0427, v_num=0]
Epoch 0: : 2185it [03:06, 11.70it/s, loss=0.0427, v_num=0]
Epoch 0: : 2185it [03:06, 11.70it/s, loss=0.0425, v_num=0]
Epoch 0: : 2186it [03:06, 11.70it/s, loss=0.0425, v_num=0]
Epoch 0: : 2186it [03:06, 11.70it/s, loss=0.0426, v_num=0]
Epoch 0: : 2187it [03:06, 11.70it/s, loss=0.0426, v_num=0]
Epoch 0: : 2187it [03:06, 11.70it/s, loss=0.0428, v_num=0]
Epoch 0: : 2188it [03:06, 11.70it/s, loss=0.0428, v_num=0]
Epoch 0: : 2188it [03:06, 11.70it/s, loss=0.0426, v_num=0]
Epoch 0: : 2189it [03:06, 11.71it/s, loss=0.0426, v_num=0]
Epoch 0: : 2189it [03:06, 11.71it/s, loss=0.0425, v_num=0]
Epoch 0: : 2190it [03:07, 11.71it/s, loss=0.0425, v_num=0]
Epoch 0: : 2190it [03:07, 11.71it/s, loss=0.0428, v_num=0]
Epoch 0: : 2191it [03:07, 11.71it/s, loss=0.0428, v_num=0]
Epoch 0: : 2191it [03:07, 11.71it/s, loss=0.0427, v_num=0]
Epoch 0: : 2192it [03:07, 11.72it/s, loss=0.0427, v_num=0]
Epoch 0: : 2192it [03:07, 11.72it/s, loss=0.0428, v_num=0]
Epoch 0: : 2193it [03:07, 11.72it/s, loss=0.0428, v_num=0]
Epoch 0: : 2193it [03:07, 11.72it/s, loss=0.0428, v_num=0]
Epoch 0: : 2194it [03:07, 11.72it/s, loss=0.0428, v_num=0]
Epoch 0: : 2194it [03:07, 11.72it/s, loss=0.0427, v_num=0]
Epoch 0: : 2195it [03:07, 11.72it/s, loss=0.0427, v_num=0]
Epoch 0: : 2195it [03:07, 11.72it/s, loss=0.0426, v_num=0]
Epoch 0: : 2196it [03:07, 11.73it/s, loss=0.0426, v_num=0]
Epoch 0: : 2196it [03:07, 11.73it/s, loss=0.0425, v_num=0]
Epoch 0: : 2197it [03:07, 11.73it/s, loss=0.0425, v_num=0]
Epoch 0: : 2197it [03:07, 11.73it/s, loss=0.0425, v_num=0]
Epoch 0: : 2198it [03:07, 11.73it/s, loss=0.0425, v_num=0]
Epoch 0: : 2198it [03:07, 11.73it/s, loss=0.0424, v_num=0]
Epoch 0: : 2199it [03:07, 11.73it/s, loss=0.0424, v_num=0]
Epoch 0: : 2199it [03:07, 11.73it/s, loss=0.0423, v_num=0]
Epoch 0: : 2200it [03:07, 11.74it/s, loss=0.0423, v_num=0]
Epoch 0: : 2200it [03:07, 11.74it/s, loss=0.0422, v_num=0]
Epoch 0: : 2201it [03:07, 11.74it/s, loss=0.0422, v_num=0]
Epoch 0: : 2201it [03:07, 11.74it/s, loss=0.0421, v_num=0]
Epoch 0: : 2202it [03:07, 11.74it/s, loss=0.0421, v_num=0]
Epoch 0: : 2202it [03:07, 11.74it/s, loss=0.042, v_num=0] 
Epoch 0: : 2203it [03:07, 11.75it/s, loss=0.042, v_num=0]
Epoch 0: : 2203it [03:07, 11.75it/s, loss=0.0422, v_num=0]
Epoch 0: : 2204it [03:07, 11.75it/s, loss=0.0422, v_num=0]
Epoch 0: : 2204it [03:07, 11.75it/s, loss=0.0422, v_num=0]
Epoch 0: : 2205it [03:07, 11.75it/s, loss=0.0422, v_num=0]
Epoch 0: : 2205it [03:07, 11.75it/s, loss=0.0423, v_num=0]
Epoch 0: : 2206it [03:07, 11.75it/s, loss=0.0423, v_num=0]
Epoch 0: : 2206it [03:07, 11.75it/s, loss=0.0422, v_num=0]
Epoch 0: : 2207it [03:07, 11.76it/s, loss=0.0422, v_num=0]
Epoch 0: : 2207it [03:07, 11.76it/s, loss=0.042, v_num=0] 
Epoch 0: : 2208it [03:07, 11.76it/s, loss=0.042, v_num=0]
Epoch 0: : 2208it [03:07, 11.76it/s, loss=0.0422, v_num=0]
Epoch 0: : 2209it [03:07, 11.76it/s, loss=0.0422, v_num=0]
Epoch 0: : 2209it [03:07, 11.76it/s, loss=0.042, v_num=0] 
Epoch 0: : 2210it [03:07, 11.76it/s, loss=0.042, v_num=0]
Epoch 0: : 2210it [03:07, 11.76it/s, loss=0.0417, v_num=0]
Epoch 0: : 2211it [03:07, 11.77it/s, loss=0.0417, v_num=0]
Epoch 0: : 2211it [03:07, 11.77it/s, loss=0.0417, v_num=0]
Epoch 0: : 2212it [03:07, 11.77it/s, loss=0.0417, v_num=0]
Epoch 0: : 2212it [03:07, 11.77it/s, loss=0.0418, v_num=0]
Epoch 0: : 2213it [03:07, 11.77it/s, loss=0.0418, v_num=0]
Epoch 0: : 2213it [03:07, 11.77it/s, loss=0.0418, v_num=0]
Epoch 0: : 2214it [03:08, 11.78it/s, loss=0.0418, v_num=0]
Epoch 0: : 2214it [03:08, 11.78it/s, loss=0.0418, v_num=0]
Epoch 0: : 2215it [03:08, 11.78it/s, loss=0.0418, v_num=0]
Epoch 0: : 2215it [03:08, 11.78it/s, loss=0.0418, v_num=0]
Epoch 0: : 2216it [03:08, 11.78it/s, loss=0.0418, v_num=0]
Epoch 0: : 2216it [03:08, 11.78it/s, loss=0.0417, v_num=0]
Epoch 0: : 2217it [03:08, 11.78it/s, loss=0.0417, v_num=0]
Epoch 0: : 2217it [03:08, 11.78it/s, loss=0.0417, v_num=0]
Epoch 0: : 2218it [03:08, 11.79it/s, loss=0.0417, v_num=0]
Epoch 0: : 2218it [03:08, 11.79it/s, loss=0.0419, v_num=0]
Epoch 0: : 2219it [03:08, 11.79it/s, loss=0.0419, v_num=0]
Epoch 0: : 2219it [03:08, 11.79it/s, loss=0.042, v_num=0] 
Epoch 0: : 2220it [03:08, 11.79it/s, loss=0.042, v_num=0]
Epoch 0: : 2220it [03:08, 11.79it/s, loss=0.0419, v_num=0]
Epoch 0: : 2221it [03:08, 11.79it/s, loss=0.0419, v_num=0]
Epoch 0: : 2221it [03:08, 11.79it/s, loss=0.0419, v_num=0]
Epoch 0: : 2222it [03:08, 11.80it/s, loss=0.0419, v_num=0]
Epoch 0: : 2222it [03:08, 11.80it/s, loss=0.042, v_num=0] 
Epoch 0: : 2223it [03:08, 11.80it/s, loss=0.042, v_num=0]
Epoch 0: : 2223it [03:08, 11.80it/s, loss=0.0419, v_num=0]
Epoch 0: : 2224it [03:08, 11.80it/s, loss=0.0419, v_num=0]
Epoch 0: : 2224it [03:08, 11.80it/s, loss=0.0419, v_num=0]
Epoch 0: : 2225it [03:08, 11.81it/s, loss=0.0419, v_num=0]
Epoch 0: : 2225it [03:08, 11.81it/s, loss=0.0418, v_num=0]
Epoch 0: : 2226it [03:08, 11.81it/s, loss=0.0418, v_num=0]
Epoch 0: : 2226it [03:08, 11.81it/s, loss=0.0419, v_num=0]
Epoch 0: : 2227it [03:08, 11.81it/s, loss=0.0419, v_num=0]
Epoch 0: : 2227it [03:08, 11.81it/s, loss=0.042, v_num=0] 
Epoch 0: : 2228it [03:08, 11.81it/s, loss=0.042, v_num=0]
Epoch 0: : 2228it [03:08, 11.81it/s, loss=0.0419, v_num=0]
Epoch 0: : 2229it [03:08, 11.82it/s, loss=0.0419, v_num=0]
Epoch 0: : 2229it [03:08, 11.82it/s, loss=0.042, v_num=0] 
Epoch 0: : 2230it [03:08, 11.82it/s, loss=0.042, v_num=0]
Epoch 0: : 2230it [03:08, 11.82it/s, loss=0.0422, v_num=0]
Epoch 0: : 2231it [03:08, 11.82it/s, loss=0.0422, v_num=0]
Epoch 0: : 2231it [03:08, 11.82it/s, loss=0.0422, v_num=0]
Epoch 0: : 2232it [03:08, 11.82it/s, loss=0.0422, v_num=0]
Epoch 0: : 2232it [03:08, 11.82it/s, loss=0.0421, v_num=0]
Epoch 0: : 2233it [03:08, 11.83it/s, loss=0.0421, v_num=0]
Epoch 0: : 2233it [03:08, 11.83it/s, loss=0.0419, v_num=0]
Epoch 0: : 2234it [03:08, 11.83it/s, loss=0.0419, v_num=0]
Epoch 0: : 2234it [03:08, 11.83it/s, loss=0.0421, v_num=0]
Epoch 0: : 2235it [03:08, 11.83it/s, loss=0.0421, v_num=0]
Epoch 0: : 2235it [03:08, 11.83it/s, loss=0.0422, v_num=0]
Epoch 0: : 2236it [03:08, 11.83it/s, loss=0.0422, v_num=0]
Epoch 0: : 2236it [03:08, 11.83it/s, loss=0.0423, v_num=0]
Epoch 0: : 2237it [03:08, 11.84it/s, loss=0.0423, v_num=0]
Epoch 0: : 2237it [03:08, 11.84it/s, loss=0.0424, v_num=0]
Epoch 0: : 2238it [03:09, 11.84it/s, loss=0.0424, v_num=0]
Epoch 0: : 2238it [03:09, 11.84it/s, loss=0.0423, v_num=0]
Epoch 0: : 2239it [03:09, 11.84it/s, loss=0.0423, v_num=0]
Epoch 0: : 2239it [03:09, 11.84it/s, loss=0.0423, v_num=0]
Epoch 0: : 2240it [03:09, 11.85it/s, loss=0.0423, v_num=0]
Epoch 0: : 2240it [03:09, 11.85it/s, loss=0.0423, v_num=0]
Epoch 0: : 2241it [03:09, 11.85it/s, loss=0.0423, v_num=0]
Epoch 0: : 2241it [03:09, 11.85it/s, loss=0.0425, v_num=0]
Epoch 0: : 2242it [03:09, 11.85it/s, loss=0.0425, v_num=0]
Epoch 0: : 2242it [03:09, 11.85it/s, loss=0.0426, v_num=0]
Epoch 0: : 2243it [03:09, 11.85it/s, loss=0.0426, v_num=0]
Epoch 0: : 2243it [03:09, 11.85it/s, loss=0.0427, v_num=0]
Epoch 0: : 2244it [03:09, 11.86it/s, loss=0.0427, v_num=0]
Epoch 0: : 2244it [03:09, 11.86it/s, loss=0.0427, v_num=0]
Epoch 0: : 2245it [03:09, 11.86it/s, loss=0.0427, v_num=0]
Epoch 0: : 2245it [03:09, 11.86it/s, loss=0.0428, v_num=0]
Epoch 0: : 2246it [03:09, 11.86it/s, loss=0.0428, v_num=0]
Epoch 0: : 2246it [03:09, 11.86it/s, loss=0.0428, v_num=0]
Epoch 0: : 2247it [03:09, 11.86it/s, loss=0.0428, v_num=0]
Epoch 0: : 2247it [03:09, 11.86it/s, loss=0.0428, v_num=0]
Epoch 0: : 2248it [03:09, 11.87it/s, loss=0.0428, v_num=0]
Epoch 0: : 2248it [03:09, 11.87it/s, loss=0.0429, v_num=0]
Epoch 0: : 2249it [03:09, 11.87it/s, loss=0.0429, v_num=0]
Epoch 0: : 2249it [03:09, 11.87it/s, loss=0.0428, v_num=0]
Epoch 0: : 2250it [03:09, 11.87it/s, loss=0.0428, v_num=0]
Epoch 0: : 2250it [03:09, 11.87it/s, loss=0.0428, v_num=0]
Epoch 0: : 2251it [03:09, 11.88it/s, loss=0.0428, v_num=0]
Epoch 0: : 2251it [03:09, 11.88it/s, loss=0.0427, v_num=0]
Epoch 0: : 2252it [03:09, 11.88it/s, loss=0.0427, v_num=0]
Epoch 0: : 2252it [03:09, 11.88it/s, loss=0.0428, v_num=0]
Epoch 0: : 2253it [03:09, 11.88it/s, loss=0.0428, v_num=0]
Epoch 0: : 2253it [03:09, 11.88it/s, loss=0.043, v_num=0] 
Epoch 0: : 2254it [03:09, 11.88it/s, loss=0.043, v_num=0]
Epoch 0: : 2254it [03:09, 11.88it/s, loss=0.0429, v_num=0]
Epoch 0: : 2255it [03:09, 11.89it/s, loss=0.0429, v_num=0]
Epoch 0: : 2255it [03:09, 11.89it/s, loss=0.0428, v_num=0]
Epoch 0: : 2256it [03:09, 11.89it/s, loss=0.0428, v_num=0]
Epoch 0: : 2256it [03:09, 11.89it/s, loss=0.0427, v_num=0]
Epoch 0: : 2257it [03:09, 11.89it/s, loss=0.0427, v_num=0]
Epoch 0: : 2257it [03:09, 11.89it/s, loss=0.0428, v_num=0]
Epoch 0: : 2258it [03:09, 11.89it/s, loss=0.0428, v_num=0]
Epoch 0: : 2258it [03:09, 11.89it/s, loss=0.0428, v_num=0]
Epoch 0: : 2259it [03:09, 11.90it/s, loss=0.0428, v_num=0]
Epoch 0: : 2259it [03:09, 11.90it/s, loss=0.0427, v_num=0]
Epoch 0: : 2260it [03:09, 11.90it/s, loss=0.0427, v_num=0]
Epoch 0: : 2260it [03:09, 11.90it/s, loss=0.0429, v_num=0]
Epoch 0: : 2261it [03:09, 11.90it/s, loss=0.0429, v_num=0]
Epoch 0: : 2261it [03:09, 11.90it/s, loss=0.0428, v_num=0]
Epoch 0: : 2262it [03:10, 11.90it/s, loss=0.0428, v_num=0]
Epoch 0: : 2262it [03:10, 11.90it/s, loss=0.0426, v_num=0]
Epoch 0: : 2263it [03:10, 11.91it/s, loss=0.0426, v_num=0]
Epoch 0: : 2263it [03:10, 11.91it/s, loss=0.0425, v_num=0]
Epoch 0: : 2264it [03:10, 11.91it/s, loss=0.0425, v_num=0]
Epoch 0: : 2264it [03:10, 11.91it/s, loss=0.0425, v_num=0]
Epoch 0: : 2265it [03:10, 11.91it/s, loss=0.0425, v_num=0]
Epoch 0: : 2265it [03:10, 11.91it/s, loss=0.0423, v_num=0]
Epoch 0: : 2266it [03:10, 11.92it/s, loss=0.0423, v_num=0]
Epoch 0: : 2266it [03:10, 11.92it/s, loss=0.0421, v_num=0]
Epoch 0: : 2267it [03:10, 11.92it/s, loss=0.0421, v_num=0]
Epoch 0: : 2267it [03:10, 11.92it/s, loss=0.0422, v_num=0]
Epoch 0: : 2268it [03:10, 11.92it/s, loss=0.0422, v_num=0]
Epoch 0: : 2268it [03:10, 11.92it/s, loss=0.0421, v_num=0]
Epoch 0: : 2269it [03:10, 11.92it/s, loss=0.0421, v_num=0]
Epoch 0: : 2269it [03:10, 11.92it/s, loss=0.0422, v_num=0]
Epoch 0: : 2270it [03:10, 11.93it/s, loss=0.0422, v_num=0]
Epoch 0: : 2270it [03:10, 11.93it/s, loss=0.0422, v_num=0]
Epoch 0: : 2271it [03:10, 11.93it/s, loss=0.0422, v_num=0]
Epoch 0: : 2271it [03:10, 11.93it/s, loss=0.0422, v_num=0]
Epoch 0: : 2272it [03:10, 11.93it/s, loss=0.0422, v_num=0]
Epoch 0: : 2272it [03:10, 11.93it/s, loss=0.0419, v_num=0]
Epoch 0: : 2273it [03:10, 11.93it/s, loss=0.0419, v_num=0]
Epoch 0: : 2273it [03:10, 11.93it/s, loss=0.0419, v_num=0]
Epoch 0: : 2274it [03:10, 11.94it/s, loss=0.0419, v_num=0]
Epoch 0: : 2274it [03:10, 11.94it/s, loss=0.0419, v_num=0]
Epoch 0: : 2275it [03:10, 11.94it/s, loss=0.0419, v_num=0]
Epoch 0: : 2275it [03:10, 11.94it/s, loss=0.0419, v_num=0]
Epoch 0: : 2276it [03:10, 11.94it/s, loss=0.0419, v_num=0]
Epoch 0: : 2276it [03:10, 11.94it/s, loss=0.0417, v_num=0]
Epoch 0: : 2277it [03:10, 11.94it/s, loss=0.0417, v_num=0]
Epoch 0: : 2277it [03:10, 11.94it/s, loss=0.0416, v_num=0]
Epoch 0: : 2278it [03:10, 11.95it/s, loss=0.0416, v_num=0]
Epoch 0: : 2278it [03:10, 11.95it/s, loss=0.0416, v_num=0]
Epoch 0: : 2279it [03:10, 11.95it/s, loss=0.0416, v_num=0]
Epoch 0: : 2279it [03:10, 11.95it/s, loss=0.0418, v_num=0]
Epoch 0: : 2280it [03:10, 11.95it/s, loss=0.0418, v_num=0]
Epoch 0: : 2280it [03:10, 11.95it/s, loss=0.0417, v_num=0]
Epoch 0: : 2281it [03:10, 11.96it/s, loss=0.0417, v_num=0]
Epoch 0: : 2281it [03:10, 11.96it/s, loss=0.0416, v_num=0]
Epoch 0: : 2282it [03:10, 11.96it/s, loss=0.0416, v_num=0]
Epoch 0: : 2282it [03:10, 11.96it/s, loss=0.0417, v_num=0]
Epoch 0: : 2283it [03:10, 11.96it/s, loss=0.0417, v_num=0]
Epoch 0: : 2283it [03:10, 11.96it/s, loss=0.0417, v_num=0]
Epoch 0: : 2284it [03:10, 11.96it/s, loss=0.0417, v_num=0]
Epoch 0: : 2284it [03:10, 11.96it/s, loss=0.0417, v_num=0]
Epoch 0: : 2285it [03:10, 11.97it/s, loss=0.0417, v_num=0]
Epoch 0: : 2285it [03:10, 11.97it/s, loss=0.0419, v_num=0]
Epoch 0: : 2286it [03:10, 11.97it/s, loss=0.0419, v_num=0]
Epoch 0: : 2286it [03:10, 11.97it/s, loss=0.0419, v_num=0]
Epoch 0: : 2287it [03:11, 11.97it/s, loss=0.0419, v_num=0]
Epoch 0: : 2287it [03:11, 11.97it/s, loss=0.0418, v_num=0]
Epoch 0: : 2288it [03:11, 11.97it/s, loss=0.0418, v_num=0]
Epoch 0: : 2288it [03:11, 11.97it/s, loss=0.0418, v_num=0]
Epoch 0: : 2289it [03:11, 11.98it/s, loss=0.0418, v_num=0]
Epoch 0: : 2289it [03:11, 11.98it/s, loss=0.0418, v_num=0]
Epoch 0: : 2290it [03:11, 11.98it/s, loss=0.0418, v_num=0]
Epoch 0: : 2290it [03:11, 11.98it/s, loss=0.0419, v_num=0]
Epoch 0: : 2291it [03:11, 11.98it/s, loss=0.0419, v_num=0]
Epoch 0: : 2291it [03:11, 11.98it/s, loss=0.0419, v_num=0]
Epoch 0: : 2292it [03:11, 11.98it/s, loss=0.0419, v_num=0]
Epoch 0: : 2292it [03:11, 11.98it/s, loss=0.0421, v_num=0]
Epoch 0: : 2293it [03:11, 11.99it/s, loss=0.0421, v_num=0]
Epoch 0: : 2293it [03:11, 11.99it/s, loss=0.042, v_num=0] 
Epoch 0: : 2294it [03:11, 11.99it/s, loss=0.042, v_num=0]
Epoch 0: : 2294it [03:11, 11.99it/s, loss=0.042, v_num=0]
Epoch 0: : 2295it [03:11, 11.99it/s, loss=0.042, v_num=0]
Epoch 0: : 2295it [03:11, 11.99it/s, loss=0.0419, v_num=0]
Epoch 0: : 2296it [03:11, 12.00it/s, loss=0.0419, v_num=0]
Epoch 0: : 2296it [03:11, 12.00it/s, loss=0.0419, v_num=0]
Epoch 0: : 2297it [03:11, 12.00it/s, loss=0.0419, v_num=0]
Epoch 0: : 2297it [03:11, 12.00it/s, loss=0.0419, v_num=0]
Epoch 0: : 2298it [03:11, 12.00it/s, loss=0.0419, v_num=0]
Epoch 0: : 2298it [03:11, 12.00it/s, loss=0.0417, v_num=0]
Epoch 0: : 2299it [03:11, 12.00it/s, loss=0.0417, v_num=0]
Epoch 0: : 2299it [03:11, 12.00it/s, loss=0.0413, v_num=0]
Epoch 0: : 2300it [03:11, 12.01it/s, loss=0.0413, v_num=0]
Epoch 0: : 2300it [03:11, 12.01it/s, loss=0.0413, v_num=0]
Epoch 0: : 2301it [03:11, 12.01it/s, loss=0.0413, v_num=0]
Epoch 0: : 2301it [03:11, 12.01it/s, loss=0.0414, v_num=0]
Epoch 0: : 2302it [03:11, 12.01it/s, loss=0.0414, v_num=0]
Epoch 0: : 2302it [03:11, 12.01it/s, loss=0.0414, v_num=0]
Epoch 0: : 2303it [03:11, 12.01it/s, loss=0.0414, v_num=0]
Epoch 0: : 2303it [03:11, 12.01it/s, loss=0.0416, v_num=0]
Epoch 0: : 2304it [03:11, 12.02it/s, loss=0.0416, v_num=0]
Epoch 0: : 2304it [03:11, 12.02it/s, loss=0.0415, v_num=0]
Epoch 0: : 2305it [03:11, 12.02it/s, loss=0.0415, v_num=0]
Epoch 0: : 2305it [03:11, 12.02it/s, loss=0.0414, v_num=0]
Epoch 0: : 2306it [03:11, 12.02it/s, loss=0.0414, v_num=0]
Epoch 0: : 2306it [03:11, 12.02it/s, loss=0.0417, v_num=0]
Epoch 0: : 2307it [03:11, 12.02it/s, loss=0.0417, v_num=0]
Epoch 0: : 2307it [03:11, 12.02it/s, loss=0.0415, v_num=0]
Epoch 0: : 2308it [03:11, 12.03it/s, loss=0.0415, v_num=0]
Epoch 0: : 2308it [03:11, 12.03it/s, loss=0.0414, v_num=0]
Epoch 0: : 2309it [03:11, 12.03it/s, loss=0.0414, v_num=0]
Epoch 0: : 2309it [03:11, 12.03it/s, loss=0.0414, v_num=0]
Epoch 0: : 2310it [03:11, 12.03it/s, loss=0.0414, v_num=0]
Epoch 0: : 2310it [03:11, 12.03it/s, loss=0.0415, v_num=0]
Epoch 0: : 2311it [03:12, 12.03it/s, loss=0.0415, v_num=0]
Epoch 0: : 2311it [03:12, 12.03it/s, loss=0.0415, v_num=0]
Epoch 0: : 2312it [03:12, 12.04it/s, loss=0.0415, v_num=0]
Epoch 0: : 2312it [03:12, 12.04it/s, loss=0.0415, v_num=0]
Epoch 0: : 2313it [03:12, 12.04it/s, loss=0.0415, v_num=0]
Epoch 0: : 2313it [03:12, 12.04it/s, loss=0.0414, v_num=0]
Epoch 0: : 2314it [03:12, 12.04it/s, loss=0.0414, v_num=0]
Epoch 0: : 2314it [03:12, 12.04it/s, loss=0.0413, v_num=0]
Epoch 0: : 2315it [03:12, 12.05it/s, loss=0.0413, v_num=0]
Epoch 0: : 2315it [03:12, 12.05it/s, loss=0.0414, v_num=0]
Epoch 0: : 2316it [03:12, 12.05it/s, loss=0.0414, v_num=0]
Epoch 0: : 2316it [03:12, 12.05it/s, loss=0.0417, v_num=0]
Epoch 0: : 2317it [03:12, 12.05it/s, loss=0.0417, v_num=0]
Epoch 0: : 2317it [03:12, 12.05it/s, loss=0.0417, v_num=0]
Epoch 0: : 2318it [03:12, 12.05it/s, loss=0.0417, v_num=0]
Epoch 0: : 2318it [03:12, 12.05it/s, loss=0.0419, v_num=0]
Epoch 0: : 2319it [03:12, 12.06it/s, loss=0.0419, v_num=0]
Epoch 0: : 2319it [03:12, 12.06it/s, loss=0.042, v_num=0] 
Epoch 0: : 2320it [03:12, 12.06it/s, loss=0.042, v_num=0]
Epoch 0: : 2320it [03:12, 12.06it/s, loss=0.042, v_num=0]
Epoch 0: : 2321it [03:12, 12.06it/s, loss=0.042, v_num=0]
Epoch 0: : 2321it [03:12, 12.06it/s, loss=0.0421, v_num=0]
Epoch 0: : 2322it [03:12, 12.06it/s, loss=0.0421, v_num=0]
Epoch 0: : 2322it [03:12, 12.06it/s, loss=0.0419, v_num=0]
Epoch 0: : 2323it [03:12, 12.07it/s, loss=0.0419, v_num=0]
Epoch 0: : 2323it [03:12, 12.07it/s, loss=0.0417, v_num=0]
Epoch 0: : 2324it [03:12, 12.07it/s, loss=0.0417, v_num=0]
Epoch 0: : 2324it [03:12, 12.07it/s, loss=0.0418, v_num=0]
Epoch 0: : 2325it [03:12, 12.07it/s, loss=0.0418, v_num=0]
Epoch 0: : 2325it [03:12, 12.07it/s, loss=0.0417, v_num=0]
Epoch 0: : 2326it [03:12, 12.07it/s, loss=0.0417, v_num=0]
Epoch 0: : 2326it [03:12, 12.07it/s, loss=0.0416, v_num=0]
Epoch 0: : 2327it [03:12, 12.08it/s, loss=0.0416, v_num=0]
Epoch 0: : 2327it [03:12, 12.08it/s, loss=0.0417, v_num=0]
Epoch 0: : 2328it [03:12, 12.08it/s, loss=0.0417, v_num=0]
Epoch 0: : 2328it [03:12, 12.08it/s, loss=0.0417, v_num=0]
Epoch 0: : 2329it [03:12, 12.08it/s, loss=0.0417, v_num=0]
Epoch 0: : 2329it [03:12, 12.08it/s, loss=0.0417, v_num=0]
Epoch 0: : 2330it [03:12, 12.08it/s, loss=0.0417, v_num=0]
Epoch 0: : 2330it [03:12, 12.08it/s, loss=0.0413, v_num=0]
Epoch 0: : 2331it [03:12, 12.09it/s, loss=0.0413, v_num=0]
Epoch 0: : 2331it [03:12, 12.09it/s, loss=0.0412, v_num=0]
Epoch 0: : 2332it [03:12, 12.09it/s, loss=0.0412, v_num=0]
Epoch 0: : 2332it [03:12, 12.09it/s, loss=0.0412, v_num=0]
Epoch 0: : 2333it [03:12, 12.09it/s, loss=0.0412, v_num=0]
Epoch 0: : 2333it [03:12, 12.09it/s, loss=0.0412, v_num=0]
Epoch 0: : 2334it [03:12, 12.10it/s, loss=0.0412, v_num=0]
Epoch 0: : 2334it [03:12, 12.10it/s, loss=0.0414, v_num=0]
Epoch 0: : 2335it [03:13, 12.10it/s, loss=0.0414, v_num=0]
Epoch 0: : 2335it [03:13, 12.10it/s, loss=0.0414, v_num=0]
Epoch 0: : 2336it [03:13, 12.10it/s, loss=0.0414, v_num=0]
Epoch 0: : 2336it [03:13, 12.10it/s, loss=0.0412, v_num=0]
Epoch 0: : 2337it [03:13, 12.10it/s, loss=0.0412, v_num=0]
Epoch 0: : 2337it [03:13, 12.10it/s, loss=0.0412, v_num=0]
Epoch 0: : 2338it [03:13, 12.11it/s, loss=0.0412, v_num=0]
Epoch 0: : 2338it [03:13, 12.11it/s, loss=0.0413, v_num=0]
Epoch 0: : 2339it [03:13, 12.11it/s, loss=0.0413, v_num=0]
Epoch 0: : 2339it [03:13, 12.11it/s, loss=0.0412, v_num=0]
Epoch 0: : 2340it [03:13, 12.11it/s, loss=0.0412, v_num=0]
Epoch 0: : 2340it [03:13, 12.11it/s, loss=0.0413, v_num=0]
Epoch 0: : 2341it [03:13, 12.11it/s, loss=0.0413, v_num=0]
Epoch 0: : 2341it [03:13, 12.11it/s, loss=0.0413, v_num=0]
Epoch 0: : 2342it [03:13, 12.12it/s, loss=0.0413, v_num=0]
Epoch 0: : 2342it [03:13, 12.12it/s, loss=0.0412, v_num=0]
Epoch 0: : 2343it [03:13, 12.12it/s, loss=0.0412, v_num=0]
Epoch 0: : 2343it [03:13, 12.12it/s, loss=0.0412, v_num=0]
Epoch 0: : 2344it [03:13, 12.12it/s, loss=0.0412, v_num=0]
Epoch 0: : 2344it [03:13, 12.12it/s, loss=0.0412, v_num=0]
Epoch 0: : 2345it [03:13, 12.12it/s, loss=0.0412, v_num=0]
Epoch 0: : 2345it [03:13, 12.12it/s, loss=0.0411, v_num=0]
Epoch 0: : 2346it [03:13, 12.13it/s, loss=0.0411, v_num=0]
Epoch 0: : 2346it [03:13, 12.13it/s, loss=0.0412, v_num=0]
Epoch 0: : 2347it [03:13, 12.13it/s, loss=0.0412, v_num=0]
Epoch 0: : 2347it [03:13, 12.13it/s, loss=0.0413, v_num=0]
Epoch 0: : 2348it [03:13, 12.13it/s, loss=0.0413, v_num=0]
Epoch 0: : 2348it [03:13, 12.13it/s, loss=0.0411, v_num=0]
Epoch 0: : 2349it [03:13, 12.13it/s, loss=0.0411, v_num=0]
Epoch 0: : 2349it [03:13, 12.13it/s, loss=0.0411, v_num=0]
Epoch 0: : 2350it [03:13, 12.14it/s, loss=0.0411, v_num=0]
Epoch 0: : 2350it [03:13, 12.14it/s, loss=0.0413, v_num=0]
Epoch 0: : 2351it [03:13, 12.14it/s, loss=0.0413, v_num=0]
Epoch 0: : 2351it [03:13, 12.14it/s, loss=0.0414, v_num=0]
Epoch 0: : 2352it [03:13, 12.14it/s, loss=0.0414, v_num=0]
Epoch 0: : 2352it [03:13, 12.14it/s, loss=0.0414, v_num=0]
Epoch 0: : 2353it [03:13, 12.14it/s, loss=0.0414, v_num=0]
Epoch 0: : 2353it [03:13, 12.14it/s, loss=0.0412, v_num=0]
Epoch 0: : 2354it [03:13, 12.15it/s, loss=0.0412, v_num=0]
Epoch 0: : 2354it [03:13, 12.15it/s, loss=0.041, v_num=0] 
Epoch 0: : 2355it [03:13, 12.15it/s, loss=0.041, v_num=0]
Epoch 0: : 2355it [03:13, 12.15it/s, loss=0.041, v_num=0]
Epoch 0: : 2356it [03:13, 12.15it/s, loss=0.041, v_num=0]
Epoch 0: : 2356it [03:13, 12.15it/s, loss=0.041, v_num=0]
Epoch 0: : 2357it [03:13, 12.15it/s, loss=0.041, v_num=0]
Epoch 0: : 2357it [03:13, 12.15it/s, loss=0.041, v_num=0]
Epoch 0: : 2358it [03:13, 12.16it/s, loss=0.041, v_num=0]
Epoch 0: : 2358it [03:13, 12.16it/s, loss=0.0409, v_num=0]
Epoch 0: : 2359it [03:14, 12.16it/s, loss=0.0409, v_num=0]
Epoch 0: : 2359it [03:14, 12.16it/s, loss=0.041, v_num=0] 
Epoch 0: : 2360it [03:14, 12.16it/s, loss=0.041, v_num=0]
Epoch 0: : 2360it [03:14, 12.16it/s, loss=0.0408, v_num=0]
Epoch 0: : 2361it [03:14, 12.16it/s, loss=0.0408, v_num=0]
Epoch 0: : 2361it [03:14, 12.16it/s, loss=0.0408, v_num=0]
Epoch 0: : 2362it [03:14, 12.17it/s, loss=0.0408, v_num=0]
Epoch 0: : 2362it [03:14, 12.17it/s, loss=0.0409, v_num=0]
Epoch 0: : 2363it [03:14, 12.17it/s, loss=0.0409, v_num=0]
Epoch 0: : 2363it [03:14, 12.17it/s, loss=0.0408, v_num=0]
Epoch 0: : 2364it [03:14, 12.17it/s, loss=0.0408, v_num=0]
Epoch 0: : 2364it [03:14, 12.17it/s, loss=0.0407, v_num=0]
Epoch 0: : 2365it [03:14, 12.18it/s, loss=0.0407, v_num=0]
Epoch 0: : 2365it [03:14, 12.18it/s, loss=0.0407, v_num=0]
Epoch 0: : 2366it [03:14, 12.18it/s, loss=0.0407, v_num=0]
Epoch 0: : 2366it [03:14, 12.18it/s, loss=0.0406, v_num=0]
Epoch 0: : 2367it [03:14, 12.18it/s, loss=0.0406, v_num=0]
Epoch 0: : 2367it [03:14, 12.18it/s, loss=0.0406, v_num=0]
Epoch 0: : 2368it [03:14, 12.18it/s, loss=0.0406, v_num=0]
Epoch 0: : 2368it [03:14, 12.18it/s, loss=0.0407, v_num=0]
Epoch 0: : 2369it [03:14, 12.19it/s, loss=0.0407, v_num=0]
Epoch 0: : 2369it [03:14, 12.19it/s, loss=0.0408, v_num=0]
Epoch 0: : 2370it [03:14, 12.19it/s, loss=0.0408, v_num=0]
Epoch 0: : 2370it [03:14, 12.19it/s, loss=0.0406, v_num=0]
Epoch 0: : 2371it [03:14, 12.19it/s, loss=0.0406, v_num=0]
Epoch 0: : 2371it [03:14, 12.19it/s, loss=0.0405, v_num=0]
Epoch 0: : 2372it [03:14, 12.19it/s, loss=0.0405, v_num=0]
Epoch 0: : 2372it [03:14, 12.19it/s, loss=0.0405, v_num=0]
Epoch 0: : 2373it [03:14, 12.20it/s, loss=0.0405, v_num=0]
Epoch 0: : 2373it [03:14, 12.20it/s, loss=0.0407, v_num=0]
Epoch 0: : 2374it [03:14, 12.20it/s, loss=0.0407, v_num=0]
Epoch 0: : 2374it [03:14, 12.20it/s, loss=0.041, v_num=0] 
Epoch 0: : 2375it [03:14, 12.20it/s, loss=0.041, v_num=0]
Epoch 0: : 2375it [03:14, 12.20it/s, loss=0.041, v_num=0]
Epoch 0: : 2376it [03:14, 12.20it/s, loss=0.041, v_num=0]
Epoch 0: : 2376it [03:14, 12.20it/s, loss=0.041, v_num=0]
Epoch 0: : 2377it [03:14, 12.21it/s, loss=0.041, v_num=0]
Epoch 0: : 2377it [03:14, 12.21it/s, loss=0.041, v_num=0]
Epoch 0: : 2378it [03:14, 12.21it/s, loss=0.041, v_num=0]
Epoch 0: : 2378it [03:14, 12.21it/s, loss=0.041, v_num=0]
Epoch 0: : 2379it [03:14, 12.21it/s, loss=0.041, v_num=0]
Epoch 0: : 2379it [03:14, 12.21it/s, loss=0.0409, v_num=0]
Epoch 0: : 2380it [03:14, 12.21it/s, loss=0.0409, v_num=0]
Epoch 0: : 2380it [03:14, 12.21it/s, loss=0.0408, v_num=0]
Epoch 0: : 2381it [03:14, 12.22it/s, loss=0.0408, v_num=0]
Epoch 0: : 2381it [03:14, 12.22it/s, loss=0.0409, v_num=0]
Epoch 0: : 2382it [03:14, 12.22it/s, loss=0.0409, v_num=0]
Epoch 0: : 2382it [03:14, 12.22it/s, loss=0.0412, v_num=0]
Epoch 0: : 2383it [03:14, 12.22it/s, loss=0.0412, v_num=0]
Epoch 0: : 2383it [03:14, 12.22it/s, loss=0.0413, v_num=0]
Epoch 0: : 2384it [03:15, 12.22it/s, loss=0.0413, v_num=0]
Epoch 0: : 2384it [03:15, 12.22it/s, loss=0.0414, v_num=0]
Epoch 0: : 2385it [03:15, 12.23it/s, loss=0.0414, v_num=0]
Epoch 0: : 2385it [03:15, 12.23it/s, loss=0.0415, v_num=0]
Epoch 0: : 2386it [03:15, 12.23it/s, loss=0.0415, v_num=0]
Epoch 0: : 2386it [03:15, 12.23it/s, loss=0.0414, v_num=0]
Epoch 0: : 2387it [03:15, 12.23it/s, loss=0.0414, v_num=0]
Epoch 0: : 2387it [03:15, 12.23it/s, loss=0.0413, v_num=0]
Epoch 0: : 2388it [03:15, 12.23it/s, loss=0.0413, v_num=0]
Epoch 0: : 2388it [03:15, 12.23it/s, loss=0.0415, v_num=0]
Epoch 0: : 2389it [03:15, 12.24it/s, loss=0.0415, v_num=0]
Epoch 0: : 2389it [03:15, 12.24it/s, loss=0.0415, v_num=0]
Epoch 0: : 2390it [03:15, 12.24it/s, loss=0.0415, v_num=0]
Epoch 0: : 2390it [03:15, 12.24it/s, loss=0.042, v_num=0] 
Epoch 0: : 2391it [03:15, 12.24it/s, loss=0.042, v_num=0]
Epoch 0: : 2391it [03:15, 12.24it/s, loss=0.042, v_num=0]
Epoch 0: : 2392it [03:15, 12.24it/s, loss=0.042, v_num=0]
Epoch 0: : 2392it [03:15, 12.24it/s, loss=0.0421, v_num=0]
Epoch 0: : 2393it [03:15, 12.25it/s, loss=0.0421, v_num=0]
Epoch 0: : 2393it [03:15, 12.25it/s, loss=0.0419, v_num=0]
Epoch 0: : 2394it [03:15, 12.25it/s, loss=0.0419, v_num=0]
Epoch 0: : 2394it [03:15, 12.25it/s, loss=0.0417, v_num=0]
Epoch 0: : 2395it [03:15, 12.25it/s, loss=0.0417, v_num=0]
Epoch 0: : 2395it [03:15, 12.25it/s, loss=0.0417, v_num=0]
Epoch 0: : 2396it [03:15, 12.25it/s, loss=0.0417, v_num=0]
Epoch 0: : 2396it [03:15, 12.25it/s, loss=0.0417, v_num=0]
Epoch 0: : 2397it [03:15, 12.26it/s, loss=0.0417, v_num=0]
Epoch 0: : 2397it [03:15, 12.26it/s, loss=0.0417, v_num=0]
Epoch 0: : 2398it [03:15, 12.26it/s, loss=0.0417, v_num=0]
Epoch 0: : 2398it [03:15, 12.26it/s, loss=0.0417, v_num=0]
Epoch 0: : 2399it [03:15, 12.26it/s, loss=0.0417, v_num=0]
Epoch 0: : 2399it [03:15, 12.26it/s, loss=0.0416, v_num=0]
Epoch 0: : 2400it [03:15, 12.26it/s, loss=0.0416, v_num=0]
Epoch 0: : 2400it [03:15, 12.26it/s, loss=0.0418, v_num=0]
Epoch 0: : 2401it [03:15, 12.27it/s, loss=0.0418, v_num=0]
Epoch 0: : 2401it [03:15, 12.27it/s, loss=0.0418, v_num=0]
Epoch 0: : 2402it [03:15, 12.27it/s, loss=0.0418, v_num=0]
Epoch 0: : 2402it [03:15, 12.27it/s, loss=0.0417, v_num=0]
Epoch 0: : 2403it [03:15, 12.27it/s, loss=0.0417, v_num=0]
Epoch 0: : 2403it [03:15, 12.27it/s, loss=0.0417, v_num=0]
Epoch 0: : 2404it [03:15, 12.27it/s, loss=0.0417, v_num=0]
Epoch 0: : 2404it [03:15, 12.27it/s, loss=0.0417, v_num=0]
Epoch 0: : 2405it [03:15, 12.28it/s, loss=0.0417, v_num=0]
Epoch 0: : 2405it [03:15, 12.28it/s, loss=0.0416, v_num=0]
Epoch 0: : 2406it [03:15, 12.28it/s, loss=0.0416, v_num=0]
Epoch 0: : 2406it [03:15, 12.28it/s, loss=0.0417, v_num=0]
Epoch 0: : 2407it [03:15, 12.28it/s, loss=0.0417, v_num=0]
Epoch 0: : 2407it [03:15, 12.28it/s, loss=0.0416, v_num=0]
Epoch 0: : 2408it [03:16, 12.28it/s, loss=0.0416, v_num=0]
Epoch 0: : 2408it [03:16, 12.28it/s, loss=0.0414, v_num=0]
Epoch 0: : 2409it [03:16, 12.29it/s, loss=0.0414, v_num=0]
Epoch 0: : 2409it [03:16, 12.29it/s, loss=0.0413, v_num=0]
Epoch 0: : 2410it [03:16, 12.29it/s, loss=0.0413, v_num=0]
Epoch 0: : 2410it [03:16, 12.29it/s, loss=0.0408, v_num=0]
Epoch 0: : 2411it [03:16, 12.29it/s, loss=0.0408, v_num=0]
Epoch 0: : 2411it [03:16, 12.29it/s, loss=0.0411, v_num=0]
Epoch 0: : 2412it [03:16, 12.29it/s, loss=0.0411, v_num=0]
Epoch 0: : 2412it [03:16, 12.29it/s, loss=0.0409, v_num=0]
Epoch 0: : 2413it [03:16, 12.30it/s, loss=0.0409, v_num=0]
Epoch 0: : 2413it [03:16, 12.30it/s, loss=0.041, v_num=0] 
Epoch 0: : 2414it [03:16, 12.30it/s, loss=0.041, v_num=0]
Epoch 0: : 2414it [03:16, 12.30it/s, loss=0.041, v_num=0]
Epoch 0: : 2415it [03:16, 12.30it/s, loss=0.041, v_num=0]
Epoch 0: : 2415it [03:16, 12.30it/s, loss=0.0412, v_num=0]
Epoch 0: : 2416it [03:16, 12.30it/s, loss=0.0412, v_num=0]
Epoch 0: : 2416it [03:16, 12.30it/s, loss=0.0411, v_num=0]
Epoch 0: : 2417it [03:16, 12.31it/s, loss=0.0411, v_num=0]
Epoch 0: : 2417it [03:16, 12.31it/s, loss=0.0413, v_num=0]
Epoch 0: : 2418it [03:16, 12.31it/s, loss=0.0413, v_num=0]
Epoch 0: : 2418it [03:16, 12.31it/s, loss=0.0412, v_num=0]
Epoch 0: : 2419it [03:16, 12.31it/s, loss=0.0412, v_num=0]
Epoch 0: : 2419it [03:16, 12.31it/s, loss=0.0413, v_num=0]
Epoch 0: : 2420it [03:16, 12.31it/s, loss=0.0413, v_num=0]
Epoch 0: : 2420it [03:16, 12.31it/s, loss=0.0412, v_num=0]
Epoch 0: : 2421it [03:16, 12.32it/s, loss=0.0412, v_num=0]
Epoch 0: : 2421it [03:16, 12.32it/s, loss=0.0411, v_num=0]
Epoch 0: : 2422it [03:16, 12.32it/s, loss=0.0411, v_num=0]
Epoch 0: : 2422it [03:16, 12.32it/s, loss=0.0411, v_num=0]
Epoch 0: : 2423it [03:16, 12.32it/s, loss=0.0411, v_num=0]
Epoch 0: : 2423it [03:16, 12.32it/s, loss=0.041, v_num=0] 
Epoch 0: : 2424it [03:16, 12.32it/s, loss=0.041, v_num=0]
Epoch 0: : 2424it [03:16, 12.32it/s, loss=0.041, v_num=0]
Epoch 0: : 2425it [03:16, 12.33it/s, loss=0.041, v_num=0]
Epoch 0: : 2425it [03:16, 12.33it/s, loss=0.041, v_num=0]
Epoch 0: : 2426it [03:16, 12.33it/s, loss=0.041, v_num=0]
Epoch 0: : 2426it [03:16, 12.33it/s, loss=0.041, v_num=0]
Epoch 0: : 2427it [03:16, 12.33it/s, loss=0.041, v_num=0]
Epoch 0: : 2427it [03:16, 12.33it/s, loss=0.041, v_num=0]
Epoch 0: : 2428it [03:16, 12.33it/s, loss=0.041, v_num=0]
Epoch 0: : 2428it [03:16, 12.33it/s, loss=0.0411, v_num=0]
Epoch 0: : 2429it [03:16, 12.34it/s, loss=0.0411, v_num=0]
Epoch 0: : 2429it [03:16, 12.34it/s, loss=0.0411, v_num=0]
Epoch 0: : 2430it [03:16, 12.34it/s, loss=0.0411, v_num=0]
Epoch 0: : 2430it [03:16, 12.34it/s, loss=0.0412, v_num=0]
Epoch 0: : 2431it [03:16, 12.34it/s, loss=0.0412, v_num=0]
Epoch 0: : 2431it [03:16, 12.34it/s, loss=0.041, v_num=0] 
Epoch 0: : 2432it [03:17, 12.34it/s, loss=0.041, v_num=0]
Epoch 0: : 2432it [03:17, 12.34it/s, loss=0.0411, v_num=0]
Epoch 0: : 2433it [03:17, 12.35it/s, loss=0.0411, v_num=0]
Epoch 0: : 2433it [03:17, 12.35it/s, loss=0.041, v_num=0] 
Epoch 0: : 2434it [03:17, 12.35it/s, loss=0.041, v_num=0]
Epoch 0: : 2434it [03:17, 12.35it/s, loss=0.041, v_num=0]
Epoch 0: : 2435it [03:17, 12.35it/s, loss=0.041, v_num=0]
Epoch 0: : 2435it [03:17, 12.35it/s, loss=0.0409, v_num=0]
Epoch 0: : 2436it [03:17, 12.35it/s, loss=0.0409, v_num=0]
Epoch 0: : 2436it [03:17, 12.35it/s, loss=0.0409, v_num=0]
Epoch 0: : 2437it [03:17, 12.36it/s, loss=0.0409, v_num=0]
Epoch 0: : 2437it [03:17, 12.36it/s, loss=0.0408, v_num=0]
Epoch 0: : 2438it [03:17, 12.36it/s, loss=0.0408, v_num=0]
Epoch 0: : 2438it [03:17, 12.36it/s, loss=0.0407, v_num=0]
Epoch 0: : 2439it [03:17, 12.36it/s, loss=0.0407, v_num=0]
Epoch 0: : 2439it [03:17, 12.36it/s, loss=0.0406, v_num=0]
Epoch 0: : 2440it [03:17, 12.36it/s, loss=0.0406, v_num=0]
Epoch 0: : 2440it [03:17, 12.36it/s, loss=0.0406, v_num=0]
Epoch 0: : 2441it [03:17, 12.37it/s, loss=0.0406, v_num=0]
Epoch 0: : 2441it [03:17, 12.37it/s, loss=0.0406, v_num=0]
Epoch 0: : 2442it [03:17, 12.37it/s, loss=0.0406, v_num=0]
Epoch 0: : 2442it [03:17, 12.37it/s, loss=0.0406, v_num=0]
Epoch 0: : 2443it [03:17, 12.37it/s, loss=0.0406, v_num=0]
Epoch 0: : 2443it [03:17, 12.37it/s, loss=0.0405, v_num=0]
Epoch 0: : 2444it [03:17, 12.37it/s, loss=0.0405, v_num=0]
Epoch 0: : 2444it [03:17, 12.37it/s, loss=0.0404, v_num=0]
Epoch 0: : 2445it [03:17, 12.37it/s, loss=0.0404, v_num=0]
Epoch 0: : 2445it [03:17, 12.37it/s, loss=0.0406, v_num=0]
Epoch 0: : 2446it [03:17, 12.38it/s, loss=0.0406, v_num=0]
Epoch 0: : 2446it [03:17, 12.38it/s, loss=0.0406, v_num=0]
Epoch 0: : 2447it [03:17, 12.38it/s, loss=0.0406, v_num=0]
Epoch 0: : 2447it [03:17, 12.38it/s, loss=0.0405, v_num=0]
Epoch 0: : 2448it [03:17, 12.38it/s, loss=0.0405, v_num=0]
Epoch 0: : 2448it [03:17, 12.38it/s, loss=0.0405, v_num=0]
Epoch 0: : 2449it [03:17, 12.38it/s, loss=0.0405, v_num=0]
Epoch 0: : 2449it [03:17, 12.38it/s, loss=0.0404, v_num=0]
Epoch 0: : 2450it [03:17, 12.39it/s, loss=0.0404, v_num=0]
Epoch 0: : 2450it [03:17, 12.39it/s, loss=0.0407, v_num=0]
Epoch 0: : 2451it [03:17, 12.39it/s, loss=0.0407, v_num=0]
Epoch 0: : 2451it [03:17, 12.39it/s, loss=0.0406, v_num=0]
Epoch 0: : 2452it [03:17, 12.39it/s, loss=0.0406, v_num=0]
Epoch 0: : 2452it [03:17, 12.39it/s, loss=0.0406, v_num=0]
Epoch 0: : 2453it [03:17, 12.39it/s, loss=0.0406, v_num=0]
Epoch 0: : 2453it [03:17, 12.39it/s, loss=0.0407, v_num=0]
Epoch 0: : 2454it [03:17, 12.40it/s, loss=0.0407, v_num=0]
Epoch 0: : 2454it [03:17, 12.40it/s, loss=0.0407, v_num=0]
Epoch 0: : 2455it [03:18, 12.40it/s, loss=0.0407, v_num=0]
Epoch 0: : 2455it [03:18, 12.40it/s, loss=0.0406, v_num=0]
Epoch 0: : 2456it [03:18, 12.40it/s, loss=0.0406, v_num=0]
Epoch 0: : 2456it [03:18, 12.40it/s, loss=0.0407, v_num=0]
Epoch 0: : 2457it [03:18, 12.40it/s, loss=0.0407, v_num=0]
Epoch 0: : 2457it [03:18, 12.40it/s, loss=0.0405, v_num=0]
Epoch 0: : 2458it [03:18, 12.41it/s, loss=0.0405, v_num=0]
Epoch 0: : 2458it [03:18, 12.41it/s, loss=0.0407, v_num=0]
Epoch 0: : 2459it [03:18, 12.41it/s, loss=0.0407, v_num=0]
Epoch 0: : 2459it [03:18, 12.41it/s, loss=0.0408, v_num=0]
Epoch 0: : 2460it [03:18, 12.41it/s, loss=0.0408, v_num=0]
Epoch 0: : 2460it [03:18, 12.41it/s, loss=0.0408, v_num=0]
Epoch 0: : 2461it [03:18, 12.41it/s, loss=0.0408, v_num=0]
Epoch 0: : 2461it [03:18, 12.41it/s, loss=0.0409, v_num=0]
Epoch 0: : 2462it [03:18, 12.42it/s, loss=0.0409, v_num=0]
Epoch 0: : 2462it [03:18, 12.42it/s, loss=0.041, v_num=0] 
Epoch 0: : 2463it [03:18, 12.42it/s, loss=0.041, v_num=0]
Epoch 0: : 2463it [03:18, 12.42it/s, loss=0.0412, v_num=0]
Epoch 0: : 2464it [03:18, 12.42it/s, loss=0.0412, v_num=0]
Epoch 0: : 2464it [03:18, 12.42it/s, loss=0.0411, v_num=0]
Epoch 0: : 2465it [03:18, 12.42it/s, loss=0.0411, v_num=0]
Epoch 0: : 2465it [03:18, 12.42it/s, loss=0.0411, v_num=0]
Epoch 0: : 2466it [03:18, 12.43it/s, loss=0.0411, v_num=0]
Epoch 0: : 2466it [03:18, 12.43it/s, loss=0.0411, v_num=0]
Epoch 0: : 2467it [03:18, 12.43it/s, loss=0.0411, v_num=0]
Epoch 0: : 2467it [03:18, 12.43it/s, loss=0.0413, v_num=0]
Epoch 0: : 2468it [03:18, 12.43it/s, loss=0.0413, v_num=0]
Epoch 0: : 2468it [03:18, 12.43it/s, loss=0.0412, v_num=0]
Epoch 0: : 2469it [03:18, 12.43it/s, loss=0.0412, v_num=0]
Epoch 0: : 2469it [03:18, 12.43it/s, loss=0.0413, v_num=0]
Epoch 0: : 2470it [03:18, 12.43it/s, loss=0.0413, v_num=0]
Epoch 0: : 2470it [03:18, 12.43it/s, loss=0.041, v_num=0] 
Epoch 0: : 2471it [03:18, 12.44it/s, loss=0.041, v_num=0]
Epoch 0: : 2471it [03:18, 12.44it/s, loss=0.041, v_num=0]
Epoch 0: : 2472it [03:18, 12.44it/s, loss=0.041, v_num=0]
Epoch 0: : 2472it [03:18, 12.44it/s, loss=0.0409, v_num=0]
Epoch 0: : 2473it [03:18, 12.44it/s, loss=0.0409, v_num=0]
Epoch 0: : 2473it [03:18, 12.44it/s, loss=0.0406, v_num=0]
Epoch 0: : 2474it [03:18, 12.44it/s, loss=0.0406, v_num=0]
Epoch 0: : 2474it [03:18, 12.44it/s, loss=0.0405, v_num=0]
Epoch 0: : 2475it [03:18, 12.45it/s, loss=0.0405, v_num=0]
Epoch 0: : 2475it [03:18, 12.45it/s, loss=0.0405, v_num=0]
Epoch 0: : 2476it [03:18, 12.45it/s, loss=0.0405, v_num=0]
Epoch 0: : 2476it [03:18, 12.45it/s, loss=0.0405, v_num=0]
Epoch 0: : 2477it [03:18, 12.45it/s, loss=0.0405, v_num=0]
Epoch 0: : 2477it [03:18, 12.45it/s, loss=0.0405, v_num=0]
Epoch 0: : 2478it [03:18, 12.45it/s, loss=0.0405, v_num=0]
Epoch 0: : 2478it [03:18, 12.45it/s, loss=0.0404, v_num=0]
Epoch 0: : 2479it [03:19, 12.46it/s, loss=0.0404, v_num=0]
Epoch 0: : 2479it [03:19, 12.46it/s, loss=0.0404, v_num=0]
Epoch 0: : 2480it [03:19, 12.46it/s, loss=0.0404, v_num=0]
Epoch 0: : 2480it [03:19, 12.46it/s, loss=0.0405, v_num=0]
Epoch 0: : 2481it [03:19, 12.46it/s, loss=0.0405, v_num=0]
Epoch 0: : 2481it [03:19, 12.46it/s, loss=0.0405, v_num=0]
Epoch 0: : 2482it [03:19, 12.46it/s, loss=0.0405, v_num=0]
Epoch 0: : 2482it [03:19, 12.46it/s, loss=0.0404, v_num=0]
Epoch 0: : 2483it [03:19, 12.47it/s, loss=0.0404, v_num=0]
Epoch 0: : 2483it [03:19, 12.47it/s, loss=0.0403, v_num=0]
Epoch 0: : 2484it [03:19, 12.47it/s, loss=0.0403, v_num=0]
Epoch 0: : 2484it [03:19, 12.47it/s, loss=0.0404, v_num=0]
Epoch 0: : 2485it [03:19, 12.47it/s, loss=0.0404, v_num=0]
Epoch 0: : 2485it [03:19, 12.47it/s, loss=0.0403, v_num=0]
Epoch 0: : 2486it [03:19, 12.47it/s, loss=0.0403, v_num=0]
Epoch 0: : 2486it [03:19, 12.47it/s, loss=0.0403, v_num=0]
Epoch 0: : 2487it [03:19, 12.47it/s, loss=0.0403, v_num=0]
Epoch 0: : 2487it [03:19, 12.47it/s, loss=0.0402, v_num=0]
Epoch 0: : 2488it [03:19, 12.48it/s, loss=0.0402, v_num=0]
Epoch 0: : 2488it [03:19, 12.48it/s, loss=0.0403, v_num=0]
Epoch 0: : 2489it [03:19, 12.48it/s, loss=0.0403, v_num=0]
Epoch 0: : 2489it [03:19, 12.48it/s, loss=0.0404, v_num=0]
Epoch 0: : 2490it [03:19, 12.48it/s, loss=0.0404, v_num=0]
Epoch 0: : 2490it [03:19, 12.48it/s, loss=0.0404, v_num=0]
Epoch 0: : 2491it [03:19, 12.48it/s, loss=0.0404, v_num=0]
Epoch 0: : 2491it [03:19, 12.48it/s, loss=0.0404, v_num=0]
Epoch 0: : 2492it [03:19, 12.49it/s, loss=0.0404, v_num=0]
Epoch 0: : 2492it [03:19, 12.49it/s, loss=0.0405, v_num=0]
Epoch 0: : 2493it [03:19, 12.49it/s, loss=0.0405, v_num=0]
Epoch 0: : 2493it [03:19, 12.49it/s, loss=0.0408, v_num=0]
Epoch 0: : 2494it [03:19, 12.49it/s, loss=0.0408, v_num=0]
Epoch 0: : 2494it [03:19, 12.49it/s, loss=0.0408, v_num=0]
Epoch 0: : 2495it [03:19, 12.49it/s, loss=0.0408, v_num=0]
Epoch 0: : 2495it [03:19, 12.49it/s, loss=0.0408, v_num=0]
Epoch 0: : 2496it [03:19, 12.50it/s, loss=0.0408, v_num=0]
Epoch 0: : 2496it [03:19, 12.50it/s, loss=0.0408, v_num=0]
Epoch 0: : 2497it [03:19, 12.50it/s, loss=0.0408, v_num=0]
Epoch 0: : 2497it [03:19, 12.50it/s, loss=0.0409, v_num=0]
Epoch 0: : 2498it [03:19, 12.50it/s, loss=0.0409, v_num=0]
Epoch 0: : 2498it [03:19, 12.50it/s, loss=0.0411, v_num=0]
Epoch 0: : 2499it [03:19, 12.50it/s, loss=0.0411, v_num=0]
Epoch 0: : 2499it [03:19, 12.50it/s, loss=0.041, v_num=0] 
Epoch 0: : 2500it [03:19, 12.51it/s, loss=0.041, v_num=0]
Epoch 0: : 2500it [03:19, 12.51it/s, loss=0.041, v_num=0]
Epoch 0: : 2501it [03:19, 12.51it/s, loss=0.041, v_num=0]
Epoch 0: : 2501it [03:19, 12.51it/s, loss=0.0408, v_num=0]
Epoch 0: : 2502it [03:19, 12.51it/s, loss=0.0408, v_num=0]
Epoch 0: : 2502it [03:19, 12.51it/s, loss=0.0406, v_num=0]
Epoch 0: : 2503it [03:20, 12.51it/s, loss=0.0406, v_num=0]
Epoch 0: : 2503it [03:20, 12.51it/s, loss=0.0405, v_num=0]
Epoch 0: : 2504it [03:20, 12.52it/s, loss=0.0405, v_num=0]
Epoch 0: : 2504it [03:20, 12.52it/s, loss=0.0404, v_num=0]
Epoch 0: : 2505it [03:20, 12.52it/s, loss=0.0404, v_num=0]
Epoch 0: : 2505it [03:20, 12.52it/s, loss=0.0403, v_num=0]
Epoch 0: : 2506it [03:20, 12.52it/s, loss=0.0403, v_num=0]
Epoch 0: : 2506it [03:20, 12.52it/s, loss=0.0402, v_num=0]
Epoch 0: : 2507it [03:20, 12.52it/s, loss=0.0402, v_num=0]
Epoch 0: : 2507it [03:20, 12.52it/s, loss=0.0402, v_num=0]
Epoch 0: : 2508it [03:20, 12.52it/s, loss=0.0402, v_num=0]
Epoch 0: : 2508it [03:20, 12.52it/s, loss=0.04, v_num=0]  
Epoch 0: : 2509it [03:20, 12.53it/s, loss=0.04, v_num=0]
Epoch 0: : 2509it [03:20, 12.53it/s, loss=0.0399, v_num=0]
Epoch 0: : 2510it [03:20, 12.53it/s, loss=0.0399, v_num=0]
Epoch 0: : 2510it [03:20, 12.53it/s, loss=0.04, v_num=0]  
Epoch 0: : 2511it [03:20, 12.53it/s, loss=0.04, v_num=0]
Epoch 0: : 2511it [03:20, 12.53it/s, loss=0.0401, v_num=0]
Epoch 0: : 2512it [03:20, 12.53it/s, loss=0.0401, v_num=0]
Epoch 0: : 2512it [03:20, 12.53it/s, loss=0.0402, v_num=0]
Epoch 0: : 2513it [03:20, 12.54it/s, loss=0.0402, v_num=0]
Epoch 0: : 2513it [03:20, 12.54it/s, loss=0.0399, v_num=0]
Epoch 0: : 2514it [03:20, 12.54it/s, loss=0.0399, v_num=0]
Epoch 0: : 2514it [03:20, 12.54it/s, loss=0.04, v_num=0]  
Epoch 0: : 2515it [03:20, 12.54it/s, loss=0.04, v_num=0]
Epoch 0: : 2515it [03:20, 12.54it/s, loss=0.0402, v_num=0]
Epoch 0: : 2516it [03:20, 12.54it/s, loss=0.0402, v_num=0]
Epoch 0: : 2516it [03:20, 12.54it/s, loss=0.0401, v_num=0]
Epoch 0: : 2517it [03:20, 12.55it/s, loss=0.0401, v_num=0]
Epoch 0: : 2517it [03:20, 12.55it/s, loss=0.0402, v_num=0]
Epoch 0: : 2518it [03:20, 12.55it/s, loss=0.0402, v_num=0]
Epoch 0: : 2518it [03:20, 12.55it/s, loss=0.0402, v_num=0]
Epoch 0: : 2519it [03:20, 12.55it/s, loss=0.0402, v_num=0]
Epoch 0: : 2519it [03:20, 12.55it/s, loss=0.0401, v_num=0]
Epoch 0: : 2520it [03:20, 12.55it/s, loss=0.0401, v_num=0]
Epoch 0: : 2520it [03:20, 12.55it/s, loss=0.04, v_num=0]  
Epoch 0: : 2521it [03:20, 12.55it/s, loss=0.04, v_num=0]
Epoch 0: : 2521it [03:20, 12.55it/s, loss=0.0398, v_num=0]
Epoch 0: : 2522it [03:20, 12.56it/s, loss=0.0398, v_num=0]
Epoch 0: : 2522it [03:20, 12.56it/s, loss=0.04, v_num=0]  
Epoch 0: : 2523it [03:20, 12.56it/s, loss=0.04, v_num=0]
Epoch 0: : 2523it [03:20, 12.56it/s, loss=0.0401, v_num=0]
Epoch 0: : 2524it [03:20, 12.56it/s, loss=0.0401, v_num=0]
Epoch 0: : 2524it [03:20, 12.56it/s, loss=0.0402, v_num=0]
Epoch 0: : 2525it [03:20, 12.56it/s, loss=0.0402, v_num=0]
Epoch 0: : 2525it [03:20, 12.56it/s, loss=0.0402, v_num=0]
Epoch 0: : 2526it [03:21, 12.57it/s, loss=0.0402, v_num=0]
Epoch 0: : 2526it [03:21, 12.57it/s, loss=0.0403, v_num=0]
Epoch 0: : 2527it [03:21, 12.57it/s, loss=0.0403, v_num=0]
Epoch 0: : 2527it [03:21, 12.57it/s, loss=0.0402, v_num=0]
Epoch 0: : 2528it [03:21, 12.57it/s, loss=0.0402, v_num=0]
Epoch 0: : 2528it [03:21, 12.57it/s, loss=0.0403, v_num=0]
Epoch 0: : 2529it [03:21, 12.57it/s, loss=0.0403, v_num=0]
Epoch 0: : 2529it [03:21, 12.57it/s, loss=0.0404, v_num=0]
Epoch 0: : 2530it [03:21, 12.58it/s, loss=0.0404, v_num=0]
Epoch 0: : 2530it [03:21, 12.58it/s, loss=0.0403, v_num=0]
Epoch 0: : 2531it [03:21, 12.58it/s, loss=0.0403, v_num=0]
Epoch 0: : 2531it [03:21, 12.58it/s, loss=0.0403, v_num=0]
Epoch 0: : 2532it [03:21, 12.58it/s, loss=0.0403, v_num=0]
Epoch 0: : 2532it [03:21, 12.58it/s, loss=0.0401, v_num=0]
Epoch 0: : 2533it [03:21, 12.58it/s, loss=0.0401, v_num=0]
Epoch 0: : 2533it [03:21, 12.58it/s, loss=0.0402, v_num=0]
Epoch 0: : 2534it [03:21, 12.59it/s, loss=0.0402, v_num=0]
Epoch 0: : 2534it [03:21, 12.59it/s, loss=0.0402, v_num=0]
Epoch 0: : 2535it [03:21, 12.59it/s, loss=0.0402, v_num=0]
Epoch 0: : 2535it [03:21, 12.59it/s, loss=0.04, v_num=0]  
Epoch 0: : 2536it [03:21, 12.59it/s, loss=0.04, v_num=0]
Epoch 0: : 2536it [03:21, 12.59it/s, loss=0.04, v_num=0]
Epoch 0: : 2537it [03:21, 12.59it/s, loss=0.04, v_num=0]
Epoch 0: : 2537it [03:21, 12.59it/s, loss=0.0398, v_num=0]
Epoch 0: : 2538it [03:21, 12.59it/s, loss=0.0398, v_num=0]
Epoch 0: : 2538it [03:21, 12.59it/s, loss=0.0398, v_num=0]
Epoch 0: : 2539it [03:21, 12.60it/s, loss=0.0398, v_num=0]
Epoch 0: : 2539it [03:21, 12.60it/s, loss=0.0398, v_num=0]
Epoch 0: : 2540it [03:21, 12.60it/s, loss=0.0398, v_num=0]
Epoch 0: : 2540it [03:21, 12.60it/s, loss=0.04, v_num=0]  
Epoch 0: : 2541it [03:21, 12.60it/s, loss=0.04, v_num=0]
Epoch 0: : 2541it [03:21, 12.60it/s, loss=0.0404, v_num=0]
Epoch 0: : 2542it [03:21, 12.60it/s, loss=0.0404, v_num=0]
Epoch 0: : 2542it [03:21, 12.60it/s, loss=0.0404, v_num=0]
Epoch 0: : 2543it [03:21, 12.61it/s, loss=0.0404, v_num=0]
Epoch 0: : 2543it [03:21, 12.61it/s, loss=0.0404, v_num=0]
Epoch 0: : 2544it [03:21, 12.61it/s, loss=0.0404, v_num=0]
Epoch 0: : 2544it [03:21, 12.61it/s, loss=0.0404, v_num=0]
Epoch 0: : 2545it [03:21, 12.61it/s, loss=0.0404, v_num=0]
Epoch 0: : 2545it [03:21, 12.61it/s, loss=0.0404, v_num=0]
Epoch 0: : 2546it [03:21, 12.61it/s, loss=0.0404, v_num=0]
Epoch 0: : 2546it [03:21, 12.61it/s, loss=0.0403, v_num=0]
Epoch 0: : 2547it [03:21, 12.62it/s, loss=0.0403, v_num=0]
Epoch 0: : 2547it [03:21, 12.62it/s, loss=0.0403, v_num=0]
Epoch 0: : 2548it [03:21, 12.62it/s, loss=0.0403, v_num=0]
Epoch 0: : 2548it [03:21, 12.62it/s, loss=0.0404, v_num=0]
Epoch 0: : 2549it [03:21, 12.62it/s, loss=0.0404, v_num=0]
Epoch 0: : 2549it [03:21, 12.62it/s, loss=0.0405, v_num=0]
Epoch 0: : 2550it [03:22, 12.62it/s, loss=0.0405, v_num=0]
Epoch 0: : 2550it [03:22, 12.62it/s, loss=0.0406, v_num=0]
Epoch 0: : 2551it [03:22, 12.62it/s, loss=0.0406, v_num=0]
Epoch 0: : 2551it [03:22, 12.62it/s, loss=0.0407, v_num=0]
Epoch 0: : 2552it [03:22, 12.63it/s, loss=0.0407, v_num=0]
Epoch 0: : 2552it [03:22, 12.63it/s, loss=0.0407, v_num=0]
Epoch 0: : 2553it [03:22, 12.63it/s, loss=0.0407, v_num=0]
Epoch 0: : 2553it [03:22, 12.63it/s, loss=0.0407, v_num=0]
Epoch 0: : 2554it [03:22, 12.63it/s, loss=0.0407, v_num=0]
Epoch 0: : 2554it [03:22, 12.63it/s, loss=0.0408, v_num=0]
Epoch 0: : 2555it [03:22, 12.63it/s, loss=0.0408, v_num=0]
Epoch 0: : 2555it [03:22, 12.63it/s, loss=0.0407, v_num=0]
Epoch 0: : 2556it [03:22, 12.64it/s, loss=0.0407, v_num=0]
Epoch 0: : 2556it [03:22, 12.64it/s, loss=0.0408, v_num=0]
Epoch 0: : 2557it [03:22, 12.64it/s, loss=0.0408, v_num=0]
Epoch 0: : 2557it [03:22, 12.64it/s, loss=0.0411, v_num=0]
Epoch 0: : 2558it [03:22, 12.64it/s, loss=0.0411, v_num=0]
Epoch 0: : 2558it [03:22, 12.64it/s, loss=0.0413, v_num=0]
Epoch 0: : 2559it [03:22, 12.64it/s, loss=0.0413, v_num=0]
Epoch 0: : 2559it [03:22, 12.64it/s, loss=0.0414, v_num=0]
Epoch 0: : 2560it [03:22, 12.65it/s, loss=0.0414, v_num=0]
Epoch 0: : 2560it [03:22, 12.65it/s, loss=0.0413, v_num=0]
Epoch 0: : 2561it [03:22, 12.65it/s, loss=0.0413, v_num=0]
Epoch 0: : 2561it [03:22, 12.65it/s, loss=0.0412, v_num=0]
Epoch 0: : 2562it [03:22, 12.65it/s, loss=0.0412, v_num=0]
Epoch 0: : 2562it [03:22, 12.65it/s, loss=0.0411, v_num=0]
Epoch 0: : 2563it [03:22, 12.65it/s, loss=0.0411, v_num=0]
Epoch 0: : 2563it [03:22, 12.65it/s, loss=0.041, v_num=0] 
Epoch 0: : 2564it [03:22, 12.65it/s, loss=0.041, v_num=0]
Epoch 0: : 2564it [03:22, 12.65it/s, loss=0.0408, v_num=0]
Epoch 0: : 2565it [03:22, 12.66it/s, loss=0.0408, v_num=0]
Epoch 0: : 2565it [03:22, 12.66it/s, loss=0.0408, v_num=0]
Epoch 0: : 2566it [03:22, 12.66it/s, loss=0.0408, v_num=0]
Epoch 0: : 2566it [03:22, 12.66it/s, loss=0.0409, v_num=0]
Epoch 0: : 2567it [03:22, 12.66it/s, loss=0.0409, v_num=0]
Epoch 0: : 2567it [03:22, 12.66it/s, loss=0.0411, v_num=0]
Epoch 0: : 2568it [03:22, 12.66it/s, loss=0.0411, v_num=0]
Epoch 0: : 2568it [03:22, 12.66it/s, loss=0.0411, v_num=0]
Epoch 0: : 2569it [03:22, 12.67it/s, loss=0.0411, v_num=0]
Epoch 0: : 2569it [03:22, 12.67it/s, loss=0.0412, v_num=0]
Epoch 0: : 2570it [03:22, 12.67it/s, loss=0.0412, v_num=0]
Epoch 0: : 2570it [03:22, 12.67it/s, loss=0.0412, v_num=0]
Epoch 0: : 2571it [03:22, 12.67it/s, loss=0.0412, v_num=0]
Epoch 0: : 2571it [03:22, 12.67it/s, loss=0.0411, v_num=0]
Epoch 0: : 2572it [03:22, 12.67it/s, loss=0.0411, v_num=0]
Epoch 0: : 2572it [03:22, 12.67it/s, loss=0.0411, v_num=0]
Epoch 0: : 2573it [03:22, 12.68it/s, loss=0.0411, v_num=0]
Epoch 0: : 2573it [03:22, 12.68it/s, loss=0.0411, v_num=0]
Epoch 0: : 2574it [03:23, 12.68it/s, loss=0.0411, v_num=0]
Epoch 0: : 2574it [03:23, 12.68it/s, loss=0.0411, v_num=0]
Epoch 0: : 2575it [03:23, 12.68it/s, loss=0.0411, v_num=0]
Epoch 0: : 2575it [03:23, 12.68it/s, loss=0.0413, v_num=0]
Epoch 0: : 2576it [03:23, 12.68it/s, loss=0.0413, v_num=0]
Epoch 0: : 2576it [03:23, 12.68it/s, loss=0.0414, v_num=0]
Epoch 0: : 2577it [03:23, 12.68it/s, loss=0.0414, v_num=0]
Epoch 0: : 2577it [03:23, 12.68it/s, loss=0.0412, v_num=0]
Epoch 0: : 2578it [03:23, 12.69it/s, loss=0.0412, v_num=0]
Epoch 0: : 2578it [03:23, 12.69it/s, loss=0.0409, v_num=0]
Epoch 0: : 2579it [03:23, 12.69it/s, loss=0.0409, v_num=0]
Epoch 0: : 2579it [03:23, 12.69it/s, loss=0.0407, v_num=0]
Epoch 0: : 2580it [03:23, 12.69it/s, loss=0.0407, v_num=0]
Epoch 0: : 2580it [03:23, 12.69it/s, loss=0.0405, v_num=0]
Epoch 0: : 2581it [03:23, 12.69it/s, loss=0.0405, v_num=0]
Epoch 0: : 2581it [03:23, 12.69it/s, loss=0.0403, v_num=0]
Epoch 0: : 2582it [03:23, 12.70it/s, loss=0.0403, v_num=0]
Epoch 0: : 2582it [03:23, 12.70it/s, loss=0.0404, v_num=0]
Epoch 0: : 2583it [03:23, 12.70it/s, loss=0.0404, v_num=0]
Epoch 0: : 2583it [03:23, 12.70it/s, loss=0.0404, v_num=0]
Epoch 0: : 2584it [03:23, 12.70it/s, loss=0.0404, v_num=0]
Epoch 0: : 2584it [03:23, 12.70it/s, loss=0.0405, v_num=0]
Epoch 0: : 2585it [03:23, 12.70it/s, loss=0.0405, v_num=0]
Epoch 0: : 2585it [03:23, 12.70it/s, loss=0.0406, v_num=0]
Epoch 0: : 2586it [03:23, 12.70it/s, loss=0.0406, v_num=0]
Epoch 0: : 2586it [03:23, 12.70it/s, loss=0.0405, v_num=0]
Epoch 0: : 2587it [03:23, 12.71it/s, loss=0.0405, v_num=0]
Epoch 0: : 2587it [03:23, 12.71it/s, loss=0.0403, v_num=0]
Epoch 0: : 2588it [03:23, 12.71it/s, loss=0.0403, v_num=0]
Epoch 0: : 2588it [03:23, 12.71it/s, loss=0.0402, v_num=0]
Epoch 0: : 2589it [03:23, 12.71it/s, loss=0.0402, v_num=0]
Epoch 0: : 2589it [03:23, 12.71it/s, loss=0.04, v_num=0]  
Epoch 0: : 2590it [03:23, 12.71it/s, loss=0.04, v_num=0]
Epoch 0: : 2590it [03:23, 12.71it/s, loss=0.0398, v_num=0]
Epoch 0: : 2591it [03:23, 12.72it/s, loss=0.0398, v_num=0]
Epoch 0: : 2591it [03:23, 12.72it/s, loss=0.0396, v_num=0]
Epoch 0: : 2592it [03:23, 12.72it/s, loss=0.0396, v_num=0]
Epoch 0: : 2592it [03:23, 12.72it/s, loss=0.0396, v_num=0]
Epoch 0: : 2593it [03:23, 12.72it/s, loss=0.0396, v_num=0]
Epoch 0: : 2593it [03:23, 12.72it/s, loss=0.0395, v_num=0]
Epoch 0: : 2594it [03:23, 12.72it/s, loss=0.0395, v_num=0]
Epoch 0: : 2594it [03:23, 12.72it/s, loss=0.0394, v_num=0]
Epoch 0: : 2595it [03:23, 12.72it/s, loss=0.0394, v_num=0]
Epoch 0: : 2595it [03:23, 12.72it/s, loss=0.0394, v_num=0]
Epoch 0: : 2596it [03:23, 12.73it/s, loss=0.0394, v_num=0]
Epoch 0: : 2596it [03:23, 12.73it/s, loss=0.0391, v_num=0]
Epoch 0: : 2597it [03:24, 12.73it/s, loss=0.0391, v_num=0]
Epoch 0: : 2597it [03:24, 12.73it/s, loss=0.0391, v_num=0]
Epoch 0: : 2598it [03:24, 12.73it/s, loss=0.0391, v_num=0]
Epoch 0: : 2598it [03:24, 12.73it/s, loss=0.0391, v_num=0]
Epoch 0: : 2599it [03:24, 12.73it/s, loss=0.0391, v_num=0]
Epoch 0: : 2599it [03:24, 12.73it/s, loss=0.039, v_num=0] 
Epoch 0: : 2600it [03:24, 12.74it/s, loss=0.039, v_num=0]
Epoch 0: : 2600it [03:24, 12.74it/s, loss=0.0391, v_num=0]
Epoch 0: : 2601it [03:24, 12.74it/s, loss=0.0391, v_num=0]
Epoch 0: : 2601it [03:24, 12.74it/s, loss=0.0393, v_num=0]
Epoch 0: : 2602it [03:24, 12.74it/s, loss=0.0393, v_num=0]
Epoch 0: : 2602it [03:24, 12.74it/s, loss=0.0393, v_num=0]
Epoch 0: : 2603it [03:24, 12.74it/s, loss=0.0393, v_num=0]
Epoch 0: : 2603it [03:24, 12.74it/s, loss=0.0393, v_num=0]
Epoch 0: : 2604it [03:24, 12.75it/s, loss=0.0393, v_num=0]
Epoch 0: : 2604it [03:24, 12.75it/s, loss=0.0394, v_num=0]
Epoch 0: : 2605it [03:24, 12.75it/s, loss=0.0394, v_num=0]
Epoch 0: : 2605it [03:24, 12.75it/s, loss=0.0393, v_num=0]
Epoch 0: : 2606it [03:24, 12.75it/s, loss=0.0393, v_num=0]
Epoch 0: : 2606it [03:24, 12.75it/s, loss=0.0394, v_num=0]
Epoch 0: : 2607it [03:24, 12.75it/s, loss=0.0394, v_num=0]
Epoch 0: : 2607it [03:24, 12.75it/s, loss=0.0394, v_num=0]
Epoch 0: : 2608it [03:24, 12.75it/s, loss=0.0394, v_num=0]
Epoch 0: : 2608it [03:24, 12.75it/s, loss=0.0394, v_num=0]
Epoch 0: : 2609it [03:24, 12.76it/s, loss=0.0394, v_num=0]
Epoch 0: : 2609it [03:24, 12.76it/s, loss=0.0394, v_num=0]
Epoch 0: : 2610it [03:24, 12.76it/s, loss=0.0394, v_num=0]
Epoch 0: : 2610it [03:24, 12.76it/s, loss=0.0395, v_num=0]
Epoch 0: : 2611it [03:24, 12.76it/s, loss=0.0395, v_num=0]
Epoch 0: : 2611it [03:24, 12.76it/s, loss=0.0396, v_num=0]
Epoch 0: : 2612it [03:24, 12.76it/s, loss=0.0396, v_num=0]
Epoch 0: : 2612it [03:24, 12.76it/s, loss=0.0397, v_num=0]
Epoch 0: : 2613it [03:24, 12.77it/s, loss=0.0397, v_num=0]
Epoch 0: : 2613it [03:24, 12.77it/s, loss=0.0397, v_num=0]
Epoch 0: : 2614it [03:24, 12.77it/s, loss=0.0397, v_num=0]
Epoch 0: : 2614it [03:24, 12.77it/s, loss=0.0396, v_num=0]
Epoch 0: : 2615it [03:24, 12.77it/s, loss=0.0396, v_num=0]
Epoch 0: : 2615it [03:24, 12.77it/s, loss=0.0394, v_num=0]
Epoch 0: : 2616it [03:24, 12.77it/s, loss=0.0394, v_num=0]
Epoch 0: : 2616it [03:24, 12.77it/s, loss=0.0395, v_num=0]
Epoch 0: : 2617it [03:24, 12.77it/s, loss=0.0395, v_num=0]
Epoch 0: : 2617it [03:24, 12.77it/s, loss=0.0395, v_num=0]
Epoch 0: : 2618it [03:24, 12.78it/s, loss=0.0395, v_num=0]
Epoch 0: : 2618it [03:24, 12.78it/s, loss=0.0396, v_num=0]
Epoch 0: : 2619it [03:24, 12.78it/s, loss=0.0396, v_num=0]
Epoch 0: : 2619it [03:24, 12.78it/s, loss=0.0398, v_num=0]
Epoch 0: : 2620it [03:24, 12.78it/s, loss=0.0398, v_num=0]
Epoch 0: : 2620it [03:24, 12.78it/s, loss=0.0397, v_num=0]
Epoch 0: : 2621it [03:25, 12.78it/s, loss=0.0397, v_num=0]
Epoch 0: : 2621it [03:25, 12.78it/s, loss=0.0398, v_num=0]
Epoch 0: : 2622it [03:25, 12.79it/s, loss=0.0398, v_num=0]
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Epoch 0: : 2623it [03:25, 12.79it/s, loss=0.0399, v_num=0]
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Epoch 0: : 2624it [03:25, 12.79it/s, loss=0.0397, v_num=0]
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Epoch 0: : 2626it [03:25, 12.79it/s, loss=0.0397, v_num=0]
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Epoch 0: : 2627it [03:25, 12.80it/s, loss=0.0397, v_num=0]
Epoch 0: : 2627it [03:25, 12.80it/s, loss=0.0396, v_num=0]
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Epoch 0: : 2631it [03:25, 12.81it/s, loss=0.0397, v_num=0]
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Epoch 0: : 2633it [03:25, 12.81it/s, loss=0.0398, v_num=0]
Epoch 0: : 2633it [03:25, 12.81it/s, loss=0.0399, v_num=0]
Epoch 0: : 2634it [03:25, 12.81it/s, loss=0.0399, v_num=0]
Epoch 0: : 2634it [03:25, 12.81it/s, loss=0.0401, v_num=0]
Epoch 0: : 2635it [03:25, 12.81it/s, loss=0.0401, v_num=0]
Epoch 0: : 2635it [03:25, 12.81it/s, loss=0.0403, v_num=0]
Epoch 0: : 2636it [03:25, 12.82it/s, loss=0.0403, v_num=0]
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Epoch 0: : 2637it [03:25, 12.82it/s, loss=0.0403, v_num=0]
Epoch 0: : 2637it [03:25, 12.82it/s, loss=0.0402, v_num=0]
Epoch 0: : 2638it [03:25, 12.82it/s, loss=0.0402, v_num=0]
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Epoch 0: : 2639it [03:25, 12.82it/s, loss=0.04, v_num=0]  
Epoch 0: : 2640it [03:25, 12.83it/s, loss=0.04, v_num=0]
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Epoch 0: : 2641it [03:25, 12.83it/s, loss=0.04, v_num=0]
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Epoch 0: : 2642it [03:25, 12.83it/s, loss=0.0397, v_num=0]
Epoch 0: : 2642it [03:25, 12.83it/s, loss=0.0396, v_num=0]
Epoch 0: : 2643it [03:25, 12.83it/s, loss=0.0396, v_num=0]
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Epoch 0: : 2644it [03:26, 12.83it/s, loss=0.0396, v_num=0]
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Epoch 0: : 2645it [03:26, 12.84it/s, loss=0.0396, v_num=0]
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Epoch 0: : 2646it [03:26, 12.84it/s, loss=0.0397, v_num=0]
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Epoch 0: : 2647it [03:26, 12.84it/s, loss=0.0398, v_num=0]
Epoch 0: : 2647it [03:26, 12.84it/s, loss=0.0399, v_num=0]
Epoch 0: : 2648it [03:26, 12.84it/s, loss=0.0399, v_num=0]
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Epoch 0: : 2651it [03:26, 12.85it/s, loss=0.0398, v_num=0]
Epoch 0: : 2651it [03:26, 12.85it/s, loss=0.0398, v_num=0]
Epoch 0: : 2652it [03:26, 12.85it/s, loss=0.0398, v_num=0]
Epoch 0: : 2652it [03:26, 12.85it/s, loss=0.0399, v_num=0]
Epoch 0: : 2653it [03:26, 12.85it/s, loss=0.0399, v_num=0]
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Epoch 0: : 2654it [03:26, 12.86it/s, loss=0.0398, v_num=0]
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Epoch 0: : 2656it [03:26, 12.86it/s, loss=0.0395, v_num=0]
Epoch 0: : 2657it [03:26, 12.86it/s, loss=0.0395, v_num=0]
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Epoch 0: : 2658it [03:26, 12.87it/s, loss=0.0395, v_num=0]
Epoch 0: : 2658it [03:26, 12.87it/s, loss=0.0393, v_num=0]
Epoch 0: : 2659it [03:26, 12.87it/s, loss=0.0393, v_num=0]
Epoch 0: : 2659it [03:26, 12.87it/s, loss=0.0394, v_num=0]
Epoch 0: : 2660it [03:26, 12.87it/s, loss=0.0394, v_num=0]
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Epoch 0: : 2661it [03:26, 12.87it/s, loss=0.0394, v_num=0]
Epoch 0: : 2661it [03:26, 12.87it/s, loss=0.0397, v_num=0]
Epoch 0: : 2662it [03:26, 12.87it/s, loss=0.0397, v_num=0]
Epoch 0: : 2662it [03:26, 12.87it/s, loss=0.0398, v_num=0]
Epoch 0: : 2663it [03:26, 12.88it/s, loss=0.0398, v_num=0]
Epoch 0: : 2663it [03:26, 12.88it/s, loss=0.0397, v_num=0]
Epoch 0: : 2664it [03:26, 12.88it/s, loss=0.0397, v_num=0]
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Epoch 0: : 2666it [03:26, 12.88it/s, loss=0.0397, v_num=0]
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Epoch 0: : 2667it [03:26, 12.89it/s, loss=0.0396, v_num=0]
Epoch 0: : 2667it [03:26, 12.89it/s, loss=0.0395, v_num=0]
Epoch 0: : 2668it [03:27, 12.89it/s, loss=0.0395, v_num=0]
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Epoch 0: : 2669it [03:27, 12.89it/s, loss=0.0397, v_num=0]
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Epoch 0: : 2671it [03:27, 12.89it/s, loss=0.0396, v_num=0]
Epoch 0: : 2672it [03:27, 12.90it/s, loss=0.0396, v_num=0]
Epoch 0: : 2672it [03:27, 12.90it/s, loss=0.0395, v_num=0]
Epoch 0: : 2673it [03:27, 12.90it/s, loss=0.0395, v_num=0]
Epoch 0: : 2673it [03:27, 12.90it/s, loss=0.0396, v_num=0]
Epoch 0: : 2674it [03:27, 12.90it/s, loss=0.0396, v_num=0]
Epoch 0: : 2674it [03:27, 12.90it/s, loss=0.0396, v_num=0]
Epoch 0: : 2675it [03:27, 12.90it/s, loss=0.0396, v_num=0]
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Epoch 0: : 2676it [03:27, 12.91it/s, loss=0.0395, v_num=0]
Epoch 0: : 2676it [03:27, 12.91it/s, loss=0.0395, v_num=0]
Epoch 0: : 2677it [03:27, 12.91it/s, loss=0.0395, v_num=0]
Epoch 0: : 2677it [03:27, 12.91it/s, loss=0.0395, v_num=0]
Epoch 0: : 2678it [03:27, 12.91it/s, loss=0.0395, v_num=0]
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Epoch 0: : 2679it [03:27, 12.91it/s, loss=0.0397, v_num=0]
Epoch 0: : 2679it [03:27, 12.91it/s, loss=0.0398, v_num=0]
Epoch 0: : 2680it [03:27, 12.91it/s, loss=0.0398, v_num=0]
Epoch 0: : 2680it [03:27, 12.91it/s, loss=0.0399, v_num=0]
Epoch 0: : 2681it [03:27, 12.92it/s, loss=0.0399, v_num=0]
Epoch 0: : 2681it [03:27, 12.92it/s, loss=0.04, v_num=0]  
Epoch 0: : 2682it [03:27, 12.92it/s, loss=0.04, v_num=0]
Epoch 0: : 2682it [03:27, 12.92it/s, loss=0.0398, v_num=0]
Epoch 0: : 2683it [03:27, 12.92it/s, loss=0.0398, v_num=0]
Epoch 0: : 2683it [03:27, 12.92it/s, loss=0.04, v_num=0]  
Epoch 0: : 2684it [03:27, 12.92it/s, loss=0.04, v_num=0]
Epoch 0: : 2684it [03:27, 12.92it/s, loss=0.0401, v_num=0]
Epoch 0: : 2685it [03:27, 12.93it/s, loss=0.0401, v_num=0]
Epoch 0: : 2685it [03:27, 12.93it/s, loss=0.0398, v_num=0]
Epoch 0: : 2686it [03:27, 12.93it/s, loss=0.0398, v_num=0]
Epoch 0: : 2686it [03:27, 12.93it/s, loss=0.0395, v_num=0]
Epoch 0: : 2687it [03:27, 12.93it/s, loss=0.0395, v_num=0]
Epoch 0: : 2687it [03:27, 12.93it/s, loss=0.0396, v_num=0]
Epoch 0: : 2688it [03:27, 12.93it/s, loss=0.0396, v_num=0]
Epoch 0: : 2688it [03:27, 12.93it/s, loss=0.0397, v_num=0]
Epoch 0: : 2689it [03:27, 12.93it/s, loss=0.0397, v_num=0]
Epoch 0: : 2689it [03:27, 12.93it/s, loss=0.0396, v_num=0]
Epoch 0: : 2690it [03:27, 12.94it/s, loss=0.0396, v_num=0]
Epoch 0: : 2690it [03:27, 12.94it/s, loss=0.0396, v_num=0]
Epoch 0: : 2691it [03:27, 12.94it/s, loss=0.0396, v_num=0]
Epoch 0: : 2691it [03:27, 12.94it/s, loss=0.0395, v_num=0]
Epoch 0: : 2692it [03:28, 12.94it/s, loss=0.0395, v_num=0]
Epoch 0: : 2692it [03:28, 12.94it/s, loss=0.0394, v_num=0]
Epoch 0: : 2693it [03:28, 12.94it/s, loss=0.0394, v_num=0]
Epoch 0: : 2693it [03:28, 12.94it/s, loss=0.0393, v_num=0]
Epoch 0: : 2694it [03:28, 12.95it/s, loss=0.0393, v_num=0]
Epoch 0: : 2694it [03:28, 12.95it/s, loss=0.0395, v_num=0]
Epoch 0: : 2695it [03:28, 12.95it/s, loss=0.0395, v_num=0]
Epoch 0: : 2695it [03:28, 12.95it/s, loss=0.0395, v_num=0]
Epoch 0: : 2696it [03:28, 12.95it/s, loss=0.0395, v_num=0]
Epoch 0: : 2696it [03:28, 12.95it/s, loss=0.0394, v_num=0]
Epoch 0: : 2697it [03:28, 12.95it/s, loss=0.0394, v_num=0]
Epoch 0: : 2697it [03:28, 12.95it/s, loss=0.0395, v_num=0]
Epoch 0: : 2698it [03:28, 12.95it/s, loss=0.0395, v_num=0]
Epoch 0: : 2698it [03:28, 12.95it/s, loss=0.0394, v_num=0]
Epoch 0: : 2699it [03:28, 12.96it/s, loss=0.0394, v_num=0]
Epoch 0: : 2699it [03:28, 12.96it/s, loss=0.0393, v_num=0]
Epoch 0: : 2700it [03:28, 12.96it/s, loss=0.0393, v_num=0]
Epoch 0: : 2700it [03:28, 12.96it/s, loss=0.0393, v_num=0]
Epoch 0: : 2701it [03:28, 12.96it/s, loss=0.0393, v_num=0]
Epoch 0: : 2701it [03:28, 12.96it/s, loss=0.0392, v_num=0]
Epoch 0: : 2702it [03:28, 12.96it/s, loss=0.0392, v_num=0]
Epoch 0: : 2702it [03:28, 12.96it/s, loss=0.0392, v_num=0]
Epoch 0: : 2703it [03:28, 12.97it/s, loss=0.0392, v_num=0]
Epoch 0: : 2703it [03:28, 12.97it/s, loss=0.0393, v_num=0]
Epoch 0: : 2704it [03:28, 12.97it/s, loss=0.0393, v_num=0]
Epoch 0: : 2704it [03:28, 12.97it/s, loss=0.0392, v_num=0]
Epoch 0: : 2705it [03:28, 12.97it/s, loss=0.0392, v_num=0]
Epoch 0: : 2705it [03:28, 12.97it/s, loss=0.0393, v_num=0]
Epoch 0: : 2706it [03:28, 12.97it/s, loss=0.0393, v_num=0]
Epoch 0: : 2706it [03:28, 12.97it/s, loss=0.0396, v_num=0]
Epoch 0: : 2707it [03:28, 12.97it/s, loss=0.0396, v_num=0]
Epoch 0: : 2707it [03:28, 12.97it/s, loss=0.0396, v_num=0]
Epoch 0: : 2708it [03:28, 12.98it/s, loss=0.0396, v_num=0]
Epoch 0: : 2708it [03:28, 12.98it/s, loss=0.0395, v_num=0]
Epoch 0: : 2709it [03:28, 12.98it/s, loss=0.0395, v_num=0]
Epoch 0: : 2709it [03:28, 12.98it/s, loss=0.0396, v_num=0]
Epoch 0: : 2710it [03:28, 12.98it/s, loss=0.0396, v_num=0]
Epoch 0: : 2710it [03:28, 12.98it/s, loss=0.0396, v_num=0]
Epoch 0: : 2711it [03:28, 12.98it/s, loss=0.0396, v_num=0]
Epoch 0: : 2711it [03:28, 12.98it/s, loss=0.0397, v_num=0]
Epoch 0: : 2712it [03:28, 12.99it/s, loss=0.0397, v_num=0]
Epoch 0: : 2712it [03:28, 12.99it/s, loss=0.0395, v_num=0]
Epoch 0: : 2713it [03:28, 12.99it/s, loss=0.0395, v_num=0]
Epoch 0: : 2713it [03:28, 12.99it/s, loss=0.0397, v_num=0]
Epoch 0: : 2714it [03:28, 12.99it/s, loss=0.0397, v_num=0]
Epoch 0: : 2714it [03:28, 12.99it/s, loss=0.0397, v_num=0]
Epoch 0: : 2715it [03:28, 12.99it/s, loss=0.0397, v_num=0]
Epoch 0: : 2715it [03:28, 12.99it/s, loss=0.0398, v_num=0]
Epoch 0: : 2716it [03:29, 12.99it/s, loss=0.0398, v_num=0]
Epoch 0: : 2716it [03:29, 12.99it/s, loss=0.0397, v_num=0]
Epoch 0: : 2717it [03:29, 13.00it/s, loss=0.0397, v_num=0]
Epoch 0: : 2717it [03:29, 13.00it/s, loss=0.0397, v_num=0]
Epoch 0: : 2718it [03:29, 13.00it/s, loss=0.0397, v_num=0]
Epoch 0: : 2718it [03:29, 13.00it/s, loss=0.0397, v_num=0]
Epoch 0: : 2719it [03:29, 13.00it/s, loss=0.0397, v_num=0]
Epoch 0: : 2719it [03:29, 13.00it/s, loss=0.0396, v_num=0]
Epoch 0: : 2720it [03:29, 13.00it/s, loss=0.0396, v_num=0]
Epoch 0: : 2720it [03:29, 13.00it/s, loss=0.0396, v_num=0]
Epoch 0: : 2721it [03:29, 13.01it/s, loss=0.0396, v_num=0]
Epoch 0: : 2721it [03:29, 13.01it/s, loss=0.0398, v_num=0]
Epoch 0: : 2722it [03:29, 13.01it/s, loss=0.0398, v_num=0]
Epoch 0: : 2722it [03:29, 13.01it/s, loss=0.0397, v_num=0]
Epoch 0: : 2723it [03:29, 13.01it/s, loss=0.0397, v_num=0]
Epoch 0: : 2723it [03:29, 13.01it/s, loss=0.0396, v_num=0]
Epoch 0: : 2724it [03:29, 13.01it/s, loss=0.0396, v_num=0]
Epoch 0: : 2724it [03:29, 13.01it/s, loss=0.0396, v_num=0]
Epoch 0: : 2725it [03:29, 13.01it/s, loss=0.0396, v_num=0]
Epoch 0: : 2725it [03:29, 13.01it/s, loss=0.0397, v_num=0]
Epoch 0: : 2726it [03:29, 13.02it/s, loss=0.0397, v_num=0]
Epoch 0: : 2726it [03:29, 13.02it/s, loss=0.0395, v_num=0]
Epoch 0: : 2727it [03:29, 13.02it/s, loss=0.0395, v_num=0]
Epoch 0: : 2727it [03:29, 13.02it/s, loss=0.0396, v_num=0]
Epoch 0: : 2728it [03:29, 13.02it/s, loss=0.0396, v_num=0]
Epoch 0: : 2728it [03:29, 13.02it/s, loss=0.0396, v_num=0]
Epoch 0: : 2729it [03:29, 13.02it/s, loss=0.0396, v_num=0]
Epoch 0: : 2729it [03:29, 13.02it/s, loss=0.0397, v_num=0]
Epoch 0: : 2730it [03:29, 13.03it/s, loss=0.0397, v_num=0]
Epoch 0: : 2730it [03:29, 13.03it/s, loss=0.0398, v_num=0]
Epoch 0: : 2731it [03:29, 13.03it/s, loss=0.0398, v_num=0]
Epoch 0: : 2731it [03:29, 13.03it/s, loss=0.04, v_num=0]  
Epoch 0: : 2732it [03:29, 13.03it/s, loss=0.04, v_num=0]
Epoch 0: : 2732it [03:29, 13.03it/s, loss=0.0401, v_num=0]
Epoch 0: : 2733it [03:29, 13.03it/s, loss=0.0401, v_num=0]
Epoch 0: : 2733it [03:29, 13.03it/s, loss=0.04, v_num=0]  
Epoch 0: : 2734it [03:29, 13.03it/s, loss=0.04, v_num=0]
Epoch 0: : 2734it [03:29, 13.03it/s, loss=0.0398, v_num=0]
Epoch 0: : 2735it [03:29, 13.04it/s, loss=0.0398, v_num=0]
Epoch 0: : 2735it [03:29, 13.04it/s, loss=0.0398, v_num=0]
Epoch 0: : 2736it [03:29, 13.04it/s, loss=0.0398, v_num=0]
Epoch 0: : 2736it [03:29, 13.04it/s, loss=0.0399, v_num=0]
Epoch 0: : 2737it [03:29, 13.04it/s, loss=0.0399, v_num=0]
Epoch 0: : 2737it [03:29, 13.04it/s, loss=0.0399, v_num=0]
Epoch 0: : 2738it [03:29, 13.04it/s, loss=0.0399, v_num=0]
Epoch 0: : 2738it [03:29, 13.04it/s, loss=0.0399, v_num=0]
Epoch 0: : 2739it [03:29, 13.04it/s, loss=0.0399, v_num=0]
Epoch 0: : 2739it [03:29, 13.04it/s, loss=0.0399, v_num=0]
Epoch 0: : 2740it [03:30, 13.05it/s, loss=0.0399, v_num=0]
Epoch 0: : 2740it [03:30, 13.05it/s, loss=0.0399, v_num=0]
Epoch 0: : 2741it [03:30, 13.05it/s, loss=0.0399, v_num=0]
Epoch 0: : 2741it [03:30, 13.05it/s, loss=0.0398, v_num=0]
Epoch 0: : 2742it [03:30, 13.05it/s, loss=0.0398, v_num=0]
Epoch 0: : 2742it [03:30, 13.05it/s, loss=0.0397, v_num=0]
Epoch 0: : 2743it [03:30, 13.05it/s, loss=0.0397, v_num=0]
Epoch 0: : 2743it [03:30, 13.05it/s, loss=0.0398, v_num=0]
Epoch 0: : 2744it [03:30, 13.06it/s, loss=0.0398, v_num=0]
Epoch 0: : 2744it [03:30, 13.06it/s, loss=0.0399, v_num=0]
Epoch 0: : 2745it [03:30, 13.06it/s, loss=0.0399, v_num=0]
Epoch 0: : 2745it [03:30, 13.06it/s, loss=0.0398, v_num=0]
Epoch 0: : 2746it [03:30, 13.06it/s, loss=0.0398, v_num=0]
Epoch 0: : 2746it [03:30, 13.06it/s, loss=0.0399, v_num=0]
Epoch 0: : 2747it [03:30, 13.06it/s, loss=0.0399, v_num=0]
Epoch 0: : 2747it [03:30, 13.06it/s, loss=0.0398, v_num=0]
Epoch 0: : 2748it [03:30, 13.06it/s, loss=0.0398, v_num=0]
Epoch 0: : 2748it [03:30, 13.06it/s, loss=0.0396, v_num=0]
Epoch 0: : 2749it [03:30, 13.07it/s, loss=0.0396, v_num=0]
Epoch 0: : 2749it [03:30, 13.07it/s, loss=0.0397, v_num=0]
Epoch 0: : 2750it [03:30, 13.07it/s, loss=0.0397, v_num=0]
Epoch 0: : 2750it [03:30, 13.07it/s, loss=0.0396, v_num=0]
Epoch 0: : 2751it [03:30, 13.07it/s, loss=0.0396, v_num=0]
Epoch 0: : 2751it [03:30, 13.07it/s, loss=0.0393, v_num=0]
Epoch 0: : 2752it [03:30, 13.07it/s, loss=0.0393, v_num=0]
Epoch 0: : 2752it [03:30, 13.07it/s, loss=0.0393, v_num=0]
Epoch 0: : 2753it [03:30, 13.08it/s, loss=0.0393, v_num=0]
Epoch 0: : 2753it [03:30, 13.08it/s, loss=0.0392, v_num=0]
Epoch 0: : 2754it [03:30, 13.08it/s, loss=0.0392, v_num=0]
Epoch 0: : 2754it [03:30, 13.08it/s, loss=0.0391, v_num=0]
Epoch 0: : 2755it [03:30, 13.08it/s, loss=0.0391, v_num=0]
Epoch 0: : 2755it [03:30, 13.08it/s, loss=0.0391, v_num=0]
Epoch 0: : 2756it [03:30, 13.08it/s, loss=0.0391, v_num=0]
Epoch 0: : 2756it [03:30, 13.08it/s, loss=0.0391, v_num=0]
Epoch 0: : 2757it [03:30, 13.08it/s, loss=0.0391, v_num=0]
Epoch 0: : 2757it [03:30, 13.08it/s, loss=0.039, v_num=0] 
Epoch 0: : 2758it [03:30, 13.09it/s, loss=0.039, v_num=0]
Epoch 0: : 2758it [03:30, 13.09it/s, loss=0.039, v_num=0]
Epoch 0: : 2759it [03:30, 13.09it/s, loss=0.039, v_num=0]
Epoch 0: : 2759it [03:30, 13.09it/s, loss=0.0389, v_num=0]
Epoch 0: : 2760it [03:30, 13.09it/s, loss=0.0389, v_num=0]
Epoch 0: : 2760it [03:30, 13.09it/s, loss=0.0387, v_num=0]
Epoch 0: : 2761it [03:30, 13.09it/s, loss=0.0387, v_num=0]
Epoch 0: : 2761it [03:30, 13.09it/s, loss=0.0387, v_num=0]
Epoch 0: : 2762it [03:30, 13.10it/s, loss=0.0387, v_num=0]
Epoch 0: : 2762it [03:30, 13.10it/s, loss=0.0388, v_num=0]
Epoch 0: : 2763it [03:30, 13.10it/s, loss=0.0388, v_num=0]
Epoch 0: : 2763it [03:30, 13.10it/s, loss=0.0388, v_num=0]
Epoch 0: : 2764it [03:30, 13.10it/s, loss=0.0388, v_num=0]
Epoch 0: : 2764it [03:31, 13.10it/s, loss=0.0387, v_num=0]
Epoch 0: : 2765it [03:31, 13.10it/s, loss=0.0387, v_num=0]
Epoch 0: : 2765it [03:31, 13.10it/s, loss=0.0386, v_num=0]
Epoch 0: : 2766it [03:31, 13.10it/s, loss=0.0386, v_num=0]
Epoch 0: : 2766it [03:31, 13.10it/s, loss=0.0386, v_num=0]
Epoch 0: : 2767it [03:31, 13.11it/s, loss=0.0386, v_num=0]
Epoch 0: : 2767it [03:31, 13.11it/s, loss=0.0385, v_num=0]
Epoch 0: : 2768it [03:31, 13.11it/s, loss=0.0385, v_num=0]
Epoch 0: : 2768it [03:31, 13.11it/s, loss=0.0386, v_num=0]
Epoch 0: : 2769it [03:31, 13.11it/s, loss=0.0386, v_num=0]
Epoch 0: : 2769it [03:31, 13.11it/s, loss=0.0386, v_num=0]
Epoch 0: : 2770it [03:31, 13.11it/s, loss=0.0386, v_num=0]
Epoch 0: : 2770it [03:31, 13.11it/s, loss=0.0386, v_num=0]
Epoch 0: : 2771it [03:31, 13.11it/s, loss=0.0386, v_num=0]
Epoch 0: : 2771it [03:31, 13.11it/s, loss=0.0387, v_num=0]
Epoch 0: : 2772it [03:31, 13.12it/s, loss=0.0387, v_num=0]
Epoch 0: : 2772it [03:31, 13.12it/s, loss=0.0386, v_num=0]
Epoch 0: : 2773it [03:31, 13.12it/s, loss=0.0386, v_num=0]
Epoch 0: : 2773it [03:31, 13.12it/s, loss=0.0385, v_num=0]
Epoch 0: : 2774it [03:31, 13.12it/s, loss=0.0385, v_num=0]
Epoch 0: : 2774it [03:31, 13.12it/s, loss=0.0387, v_num=0]
Epoch 0: : 2775it [03:31, 13.12it/s, loss=0.0387, v_num=0]
Epoch 0: : 2775it [03:31, 13.12it/s, loss=0.0386, v_num=0]
Epoch 0: : 2776it [03:31, 13.13it/s, loss=0.0386, v_num=0]
Epoch 0: : 2776it [03:31, 13.13it/s, loss=0.0384, v_num=0]
Epoch 0: : 2777it [03:31, 13.13it/s, loss=0.0384, v_num=0]
Epoch 0: : 2777it [03:31, 13.13it/s, loss=0.0386, v_num=0]
Epoch 0: : 2778it [03:31, 13.13it/s, loss=0.0386, v_num=0]
Epoch 0: : 2778it [03:31, 13.13it/s, loss=0.0384, v_num=0]
Epoch 0: : 2779it [03:31, 13.13it/s, loss=0.0384, v_num=0]
Epoch 0: : 2779it [03:31, 13.13it/s, loss=0.0386, v_num=0]
Epoch 0: : 2780it [03:31, 13.13it/s, loss=0.0386, v_num=0]
Epoch 0: : 2780it [03:31, 13.13it/s, loss=0.0389, v_num=0]
Epoch 0: : 2781it [03:31, 13.14it/s, loss=0.0389, v_num=0]
Epoch 0: : 2781it [03:31, 13.14it/s, loss=0.0389, v_num=0]
Epoch 0: : 2782it [03:31, 13.14it/s, loss=0.0389, v_num=0]
Epoch 0: : 2782it [03:31, 13.14it/s, loss=0.0389, v_num=0]
Epoch 0: : 2783it [03:31, 13.14it/s, loss=0.0389, v_num=0]
Epoch 0: : 2783it [03:31, 13.14it/s, loss=0.0387, v_num=0]
Epoch 0: : 2784it [03:31, 13.14it/s, loss=0.0387, v_num=0]
Epoch 0: : 2784it [03:31, 13.14it/s, loss=0.0387, v_num=0]
Epoch 0: : 2785it [03:31, 13.14it/s, loss=0.0387, v_num=0]
Epoch 0: : 2785it [03:31, 13.14it/s, loss=0.0389, v_num=0]
Epoch 0: : 2786it [03:31, 13.15it/s, loss=0.0389, v_num=0]
Epoch 0: : 2786it [03:31, 13.15it/s, loss=0.0388, v_num=0]
Epoch 0: : 2787it [03:31, 13.15it/s, loss=0.0388, v_num=0]
Epoch 0: : 2787it [03:31, 13.15it/s, loss=0.0389, v_num=0]
Epoch 0: : 2788it [03:32, 13.15it/s, loss=0.0389, v_num=0]
Epoch 0: : 2788it [03:32, 13.15it/s, loss=0.0388, v_num=0]
Epoch 0: : 2789it [03:32, 13.15it/s, loss=0.0388, v_num=0]
Epoch 0: : 2789it [03:32, 13.15it/s, loss=0.0388, v_num=0]
Epoch 0: : 2790it [03:32, 13.15it/s, loss=0.0388, v_num=0]
Epoch 0: : 2790it [03:32, 13.15it/s, loss=0.0388, v_num=0]
Epoch 0: : 2791it [03:32, 13.16it/s, loss=0.0388, v_num=0]
Epoch 0: : 2791it [03:32, 13.16it/s, loss=0.0387, v_num=0]
Epoch 0: : 2792it [03:32, 13.16it/s, loss=0.0387, v_num=0]
Epoch 0: : 2792it [03:32, 13.16it/s, loss=0.0388, v_num=0]
Epoch 0: : 2793it [03:32, 13.16it/s, loss=0.0388, v_num=0]
Epoch 0: : 2793it [03:32, 13.16it/s, loss=0.0388, v_num=0]
Epoch 0: : 2794it [03:32, 13.16it/s, loss=0.0388, v_num=0]
Epoch 0: : 2794it [03:32, 13.16it/s, loss=0.0388, v_num=0]
Epoch 0: : 2795it [03:32, 13.17it/s, loss=0.0388, v_num=0]
Epoch 0: : 2795it [03:32, 13.17it/s, loss=0.0388, v_num=0]
Epoch 0: : 2796it [03:32, 13.17it/s, loss=0.0388, v_num=0]
Epoch 0: : 2796it [03:32, 13.17it/s, loss=0.039, v_num=0] 
Epoch 0: : 2797it [03:32, 13.17it/s, loss=0.039, v_num=0]
Epoch 0: : 2797it [03:32, 13.17it/s, loss=0.0392, v_num=0]
Epoch 0: : 2798it [03:32, 13.17it/s, loss=0.0392, v_num=0]
Epoch 0: : 2798it [03:32, 13.17it/s, loss=0.0393, v_num=0]
Epoch 0: : 2799it [03:32, 13.17it/s, loss=0.0393, v_num=0]
Epoch 0: : 2799it [03:32, 13.17it/s, loss=0.0393, v_num=0]
Epoch 0: : 2800it [03:32, 13.18it/s, loss=0.0393, v_num=0]
Epoch 0: : 2800it [03:32, 13.18it/s, loss=0.0391, v_num=0]
Epoch 0: : 2801it [03:32, 13.18it/s, loss=0.0391, v_num=0]
Epoch 0: : 2801it [03:32, 13.18it/s, loss=0.0391, v_num=0]
Epoch 0: : 2802it [03:32, 13.18it/s, loss=0.0391, v_num=0]
Epoch 0: : 2802it [03:32, 13.18it/s, loss=0.0391, v_num=0]
Epoch 0: : 2803it [03:32, 13.18it/s, loss=0.0391, v_num=0]
Epoch 0: : 2803it [03:32, 13.18it/s, loss=0.0393, v_num=0]
Epoch 0: : 2804it [03:32, 13.18it/s, loss=0.0393, v_num=0]
Epoch 0: : 2804it [03:32, 13.18it/s, loss=0.0393, v_num=0]
Epoch 0: : 2805it [03:32, 13.19it/s, loss=0.0393, v_num=0]
Epoch 0: : 2805it [03:32, 13.19it/s, loss=0.0393, v_num=0]
Epoch 0: : 2806it [03:32, 13.19it/s, loss=0.0393, v_num=0]
Epoch 0: : 2806it [03:32, 13.19it/s, loss=0.0393, v_num=0]
Epoch 0: : 2807it [03:32, 13.19it/s, loss=0.0393, v_num=0]
Epoch 0: : 2807it [03:32, 13.19it/s, loss=0.0393, v_num=0]
Epoch 0: : 2808it [03:32, 13.19it/s, loss=0.0393, v_num=0]
Epoch 0: : 2808it [03:32, 13.19it/s, loss=0.0392, v_num=0]
Epoch 0: : 2809it [03:32, 13.19it/s, loss=0.0392, v_num=0]
Epoch 0: : 2809it [03:32, 13.19it/s, loss=0.0394, v_num=0]
Epoch 0: : 2810it [03:32, 13.20it/s, loss=0.0394, v_num=0]
Epoch 0: : 2810it [03:32, 13.20it/s, loss=0.0394, v_num=0]
Epoch 0: : 2811it [03:32, 13.20it/s, loss=0.0394, v_num=0]
Epoch 0: : 2811it [03:32, 13.20it/s, loss=0.0396, v_num=0]
Epoch 0: : 2812it [03:33, 13.20it/s, loss=0.0396, v_num=0]
Epoch 0: : 2812it [03:33, 13.20it/s, loss=0.0395, v_num=0]
Epoch 0: : 2813it [03:33, 13.20it/s, loss=0.0395, v_num=0]
Epoch 0: : 2813it [03:33, 13.20it/s, loss=0.0396, v_num=0]
Epoch 0: : 2814it [03:33, 13.21it/s, loss=0.0396, v_num=0]
Epoch 0: : 2814it [03:33, 13.21it/s, loss=0.0396, v_num=0]
Epoch 0: : 2815it [03:33, 13.21it/s, loss=0.0396, v_num=0]
Epoch 0: : 2815it [03:33, 13.21it/s, loss=0.0397, v_num=0]
Epoch 0: : 2816it [03:33, 13.21it/s, loss=0.0397, v_num=0]
Epoch 0: : 2816it [03:33, 13.21it/s, loss=0.0399, v_num=0]
Epoch 0: : 2817it [03:33, 13.21it/s, loss=0.0399, v_num=0]
Epoch 0: : 2817it [03:33, 13.21it/s, loss=0.0396, v_num=0]
Epoch 0: : 2818it [03:33, 13.21it/s, loss=0.0396, v_num=0]
Epoch 0: : 2818it [03:33, 13.21it/s, loss=0.0396, v_num=0]
Epoch 0: : 2819it [03:33, 13.22it/s, loss=0.0396, v_num=0]
Epoch 0: : 2819it [03:33, 13.22it/s, loss=0.0395, v_num=0]
Epoch 0: : 2820it [03:33, 13.22it/s, loss=0.0395, v_num=0]
Epoch 0: : 2820it [03:33, 13.22it/s, loss=0.0395, v_num=0]
Epoch 0: : 2821it [03:33, 13.22it/s, loss=0.0395, v_num=0]
Epoch 0: : 2821it [03:33, 13.22it/s, loss=0.0395, v_num=0]
Epoch 0: : 2822it [03:33, 13.22it/s, loss=0.0395, v_num=0]
Epoch 0: : 2822it [03:33, 13.22it/s, loss=0.0395, v_num=0]
Epoch 0: : 2823it [03:33, 13.22it/s, loss=0.0395, v_num=0]
Epoch 0: : 2823it [03:33, 13.22it/s, loss=0.0393, v_num=0]
Epoch 0: : 2824it [03:33, 13.23it/s, loss=0.0393, v_num=0]
Epoch 0: : 2824it [03:33, 13.23it/s, loss=0.0393, v_num=0]
Epoch 0: : 2825it [03:33, 13.23it/s, loss=0.0393, v_num=0]
Epoch 0: : 2825it [03:33, 13.23it/s, loss=0.0394, v_num=0]
Epoch 0: : 2826it [03:33, 13.23it/s, loss=0.0394, v_num=0]
Epoch 0: : 2826it [03:33, 13.23it/s, loss=0.0393, v_num=0]
Epoch 0: : 2827it [03:33, 13.23it/s, loss=0.0393, v_num=0]
Epoch 0: : 2827it [03:33, 13.23it/s, loss=0.0393, v_num=0]
Epoch 0: : 2828it [03:33, 13.23it/s, loss=0.0393, v_num=0]
Epoch 0: : 2828it [03:33, 13.23it/s, loss=0.0394, v_num=0]
Epoch 0: : 2829it [03:33, 13.24it/s, loss=0.0394, v_num=0]
Epoch 0: : 2829it [03:33, 13.24it/s, loss=0.0394, v_num=0]
Epoch 0: : 2830it [03:33, 13.24it/s, loss=0.0394, v_num=0]
Epoch 0: : 2830it [03:33, 13.24it/s, loss=0.0392, v_num=0]
Epoch 0: : 2831it [03:33, 13.24it/s, loss=0.0392, v_num=0]
Epoch 0: : 2831it [03:33, 13.24it/s, loss=0.0392, v_num=0]
Epoch 0: : 2832it [03:33, 13.24it/s, loss=0.0392, v_num=0]
Epoch 0: : 2832it [03:33, 13.24it/s, loss=0.0391, v_num=0]
Epoch 0: : 2833it [03:33, 13.24it/s, loss=0.0391, v_num=0]
Epoch 0: : 2833it [03:33, 13.24it/s, loss=0.0391, v_num=0]
Epoch 0: : 2834it [03:33, 13.25it/s, loss=0.0391, v_num=0]
Epoch 0: : 2834it [03:33, 13.25it/s, loss=0.039, v_num=0] 
Epoch 0: : 2835it [03:33, 13.25it/s, loss=0.039, v_num=0]
Epoch 0: : 2835it [03:33, 13.25it/s, loss=0.0389, v_num=0]
Epoch 0: : 2836it [03:34, 13.25it/s, loss=0.0389, v_num=0]
Epoch 0: : 2836it [03:34, 13.25it/s, loss=0.0388, v_num=0]
Epoch 0: : 2837it [03:34, 13.25it/s, loss=0.0388, v_num=0]
Epoch 0: : 2837it [03:34, 13.25it/s, loss=0.0387, v_num=0]
Epoch 0: : 2838it [03:34, 13.26it/s, loss=0.0387, v_num=0]
Epoch 0: : 2838it [03:34, 13.26it/s, loss=0.0385, v_num=0]
Epoch 0: : 2839it [03:34, 13.26it/s, loss=0.0385, v_num=0]
Epoch 0: : 2839it [03:34, 13.26it/s, loss=0.0385, v_num=0]
Epoch 0: : 2840it [03:34, 13.26it/s, loss=0.0385, v_num=0]
Epoch 0: : 2840it [03:34, 13.26it/s, loss=0.0385, v_num=0]
Epoch 0: : 2841it [03:34, 13.26it/s, loss=0.0385, v_num=0]
Epoch 0: : 2841it [03:34, 13.26it/s, loss=0.0385, v_num=0]
Epoch 0: : 2842it [03:34, 13.26it/s, loss=0.0385, v_num=0]
Epoch 0: : 2842it [03:34, 13.26it/s, loss=0.0386, v_num=0]
Epoch 0: : 2843it [03:34, 13.27it/s, loss=0.0386, v_num=0]
Epoch 0: : 2843it [03:34, 13.27it/s, loss=0.0386, v_num=0]
Epoch 0: : 2844it [03:34, 13.27it/s, loss=0.0386, v_num=0]
Epoch 0: : 2844it [03:34, 13.27it/s, loss=0.0386, v_num=0]
Epoch 0: : 2845it [03:34, 13.27it/s, loss=0.0386, v_num=0]
Epoch 0: : 2845it [03:34, 13.27it/s, loss=0.0386, v_num=0]
Epoch 0: : 2846it [03:34, 13.27it/s, loss=0.0386, v_num=0]
Epoch 0: : 2846it [03:34, 13.27it/s, loss=0.0386, v_num=0]
Epoch 0: : 2847it [03:34, 13.27it/s, loss=0.0386, v_num=0]
Epoch 0: : 2847it [03:34, 13.27it/s, loss=0.0389, v_num=0]
Epoch 0: : 2848it [03:34, 13.28it/s, loss=0.0389, v_num=0]
Epoch 0: : 2848it [03:34, 13.28it/s, loss=0.0389, v_num=0]
Epoch 0: : 2849it [03:34, 13.28it/s, loss=0.0389, v_num=0]
Epoch 0: : 2849it [03:34, 13.28it/s, loss=0.0388, v_num=0]
Epoch 0: : 2850it [03:34, 13.28it/s, loss=0.0388, v_num=0]
Epoch 0: : 2850it [03:34, 13.28it/s, loss=0.0389, v_num=0]
Epoch 0: : 2851it [03:34, 13.28it/s, loss=0.0389, v_num=0]
Epoch 0: : 2851it [03:34, 13.28it/s, loss=0.0387, v_num=0]
Epoch 0: : 2852it [03:34, 13.28it/s, loss=0.0387, v_num=0]
Epoch 0: : 2852it [03:34, 13.28it/s, loss=0.0389, v_num=0]
Epoch 0: : 2853it [03:34, 13.29it/s, loss=0.0389, v_num=0]
Epoch 0: : 2853it [03:34, 13.29it/s, loss=0.039, v_num=0] 
Epoch 0: : 2854it [03:34, 13.29it/s, loss=0.039, v_num=0]
Epoch 0: : 2854it [03:34, 13.29it/s, loss=0.0392, v_num=0]
Epoch 0: : 2855it [03:34, 13.29it/s, loss=0.0392, v_num=0]
Epoch 0: : 2855it [03:34, 13.29it/s, loss=0.0391, v_num=0]
Epoch 0: : 2856it [03:34, 13.29it/s, loss=0.0391, v_num=0]
Epoch 0: : 2856it [03:34, 13.29it/s, loss=0.0392, v_num=0]
Epoch 0: : 2857it [03:34, 13.29it/s, loss=0.0392, v_num=0]
Epoch 0: : 2857it [03:34, 13.29it/s, loss=0.0393, v_num=0]
Epoch 0: : 2858it [03:34, 13.30it/s, loss=0.0393, v_num=0]
Epoch 0: : 2858it [03:34, 13.30it/s, loss=0.0395, v_num=0]
Epoch 0: : 2859it [03:34, 13.30it/s, loss=0.0395, v_num=0]
Epoch 0: : 2859it [03:34, 13.30it/s, loss=0.0397, v_num=0]
Epoch 0: : 2860it [03:35, 13.30it/s, loss=0.0397, v_num=0]
Epoch 0: : 2860it [03:35, 13.30it/s, loss=0.0397, v_num=0]
Epoch 0: : 2861it [03:35, 13.30it/s, loss=0.0397, v_num=0]
Epoch 0: : 2861it [03:35, 13.30it/s, loss=0.0397, v_num=0]
Epoch 0: : 2862it [03:35, 13.30it/s, loss=0.0397, v_num=0]
Epoch 0: : 2862it [03:35, 13.30it/s, loss=0.0395, v_num=0]
Epoch 0: : 2863it [03:35, 13.31it/s, loss=0.0395, v_num=0]
Epoch 0: : 2863it [03:35, 13.31it/s, loss=0.0395, v_num=0]
Epoch 0: : 2864it [03:35, 13.31it/s, loss=0.0395, v_num=0]
Epoch 0: : 2864it [03:35, 13.31it/s, loss=0.0395, v_num=0]
Epoch 0: : 2865it [03:35, 13.31it/s, loss=0.0395, v_num=0]
Epoch 0: : 2865it [03:35, 13.31it/s, loss=0.0393, v_num=0]
Epoch 0: : 2866it [03:35, 13.31it/s, loss=0.0393, v_num=0]
Epoch 0: : 2866it [03:35, 13.31it/s, loss=0.0392, v_num=0]
Epoch 0: : 2867it [03:35, 13.32it/s, loss=0.0392, v_num=0]
Epoch 0: : 2867it [03:35, 13.32it/s, loss=0.0389, v_num=0]
Epoch 0: : 2868it [03:35, 13.32it/s, loss=0.0389, v_num=0]
Epoch 0: : 2868it [03:35, 13.32it/s, loss=0.0389, v_num=0]
Epoch 0: : 2869it [03:35, 13.32it/s, loss=0.0389, v_num=0]
Epoch 0: : 2869it [03:35, 13.32it/s, loss=0.0388, v_num=0]
Epoch 0: : 2870it [03:35, 13.32it/s, loss=0.0388, v_num=0]
Epoch 0: : 2870it [03:35, 13.32it/s, loss=0.0388, v_num=0]
Epoch 0: : 2871it [03:35, 13.32it/s, loss=0.0388, v_num=0]
Epoch 0: : 2871it [03:35, 13.32it/s, loss=0.0389, v_num=0]
Epoch 0: : 2872it [03:35, 13.33it/s, loss=0.0389, v_num=0]
Epoch 0: : 2872it [03:35, 13.33it/s, loss=0.0389, v_num=0]
Epoch 0: : 2873it [03:35, 13.33it/s, loss=0.0389, v_num=0]
Epoch 0: : 2873it [03:35, 13.33it/s, loss=0.0388, v_num=0]
Epoch 0: : 2874it [03:35, 13.33it/s, loss=0.0388, v_num=0]
Epoch 0: : 2874it [03:35, 13.33it/s, loss=0.0385, v_num=0]
Epoch 0: : 2875it [03:35, 13.33it/s, loss=0.0385, v_num=0]
Epoch 0: : 2875it [03:35, 13.33it/s, loss=0.0388, v_num=0]
Epoch 0: : 2876it [03:35, 13.33it/s, loss=0.0388, v_num=0]
Epoch 0: : 2876it [03:35, 13.33it/s, loss=0.0388, v_num=0]
Epoch 0: : 2877it [03:35, 13.34it/s, loss=0.0388, v_num=0]
Epoch 0: : 2877it [03:35, 13.34it/s, loss=0.0388, v_num=0]
Epoch 0: : 2878it [03:35, 13.34it/s, loss=0.0388, v_num=0]
Epoch 0: : 2878it [03:35, 13.34it/s, loss=0.0386, v_num=0]
Epoch 0: : 2879it [03:35, 13.34it/s, loss=0.0386, v_num=0]
Epoch 0: : 2879it [03:35, 13.34it/s, loss=0.0387, v_num=0]
Epoch 0: : 2880it [03:35, 13.34it/s, loss=0.0387, v_num=0]
Epoch 0: : 2880it [03:35, 13.34it/s, loss=0.0387, v_num=0]
Epoch 0: : 2881it [03:35, 13.34it/s, loss=0.0387, v_num=0]
Epoch 0: : 2881it [03:35, 13.34it/s, loss=0.0388, v_num=0]
Epoch 0: : 2882it [03:35, 13.35it/s, loss=0.0388, v_num=0]
Epoch 0: : 2882it [03:35, 13.35it/s, loss=0.0387, v_num=0]
Epoch 0: : 2883it [03:35, 13.35it/s, loss=0.0387, v_num=0]
Epoch 0: : 2883it [03:35, 13.35it/s, loss=0.0388, v_num=0]
Epoch 0: : 2884it [03:36, 13.35it/s, loss=0.0388, v_num=0]
Epoch 0: : 2884it [03:36, 13.35it/s, loss=0.0389, v_num=0]
Epoch 0: : 2885it [03:36, 13.35it/s, loss=0.0389, v_num=0]
Epoch 0: : 2885it [03:36, 13.35it/s, loss=0.039, v_num=0] 
Epoch 0: : 2886it [03:36, 13.35it/s, loss=0.039, v_num=0]
Epoch 0: : 2886it [03:36, 13.35it/s, loss=0.0392, v_num=0]
Epoch 0: : 2887it [03:36, 13.36it/s, loss=0.0392, v_num=0]
Epoch 0: : 2887it [03:36, 13.36it/s, loss=0.0391, v_num=0]
Epoch 0: : 2888it [03:36, 13.36it/s, loss=0.0391, v_num=0]
Epoch 0: : 2888it [03:36, 13.36it/s, loss=0.0392, v_num=0]
Epoch 0: : 2889it [03:36, 13.36it/s, loss=0.0392, v_num=0]
Epoch 0: : 2889it [03:36, 13.36it/s, loss=0.0392, v_num=0]
Epoch 0: : 2890it [03:36, 13.36it/s, loss=0.0392, v_num=0]
Epoch 0: : 2890it [03:36, 13.36it/s, loss=0.0393, v_num=0]
Epoch 0: : 2891it [03:36, 13.36it/s, loss=0.0393, v_num=0]
Epoch 0: : 2891it [03:36, 13.36it/s, loss=0.0391, v_num=0]
Epoch 0: : 2892it [03:36, 13.37it/s, loss=0.0391, v_num=0]
Epoch 0: : 2892it [03:36, 13.37it/s, loss=0.0388, v_num=0]
Epoch 0: : 2893it [03:36, 13.37it/s, loss=0.0388, v_num=0]
Epoch 0: : 2893it [03:36, 13.37it/s, loss=0.0388, v_num=0]
Epoch 0: : 2894it [03:36, 13.37it/s, loss=0.0388, v_num=0]
Epoch 0: : 2894it [03:36, 13.37it/s, loss=0.0389, v_num=0]
Epoch 0: : 2895it [03:36, 13.37it/s, loss=0.0389, v_num=0]
Epoch 0: : 2895it [03:36, 13.37it/s, loss=0.0388, v_num=0]
Epoch 0: : 2896it [03:36, 13.37it/s, loss=0.0388, v_num=0]
Epoch 0: : 2896it [03:36, 13.37it/s, loss=0.0385, v_num=0]
Epoch 0: : 2897it [03:36, 13.38it/s, loss=0.0385, v_num=0]
Epoch 0: : 2897it [03:36, 13.38it/s, loss=0.0386, v_num=0]
Epoch 0: : 2898it [03:36, 13.38it/s, loss=0.0386, v_num=0]
Epoch 0: : 2898it [03:36, 13.38it/s, loss=0.0386, v_num=0]
Epoch 0: : 2899it [03:36, 13.38it/s, loss=0.0386, v_num=0]
Epoch 0: : 2899it [03:36, 13.38it/s, loss=0.0384, v_num=0]
Epoch 0: : 2900it [03:36, 13.38it/s, loss=0.0384, v_num=0]
Epoch 0: : 2900it [03:36, 13.38it/s, loss=0.0383, v_num=0]
Epoch 0: : 2901it [03:36, 13.38it/s, loss=0.0383, v_num=0]
Epoch 0: : 2901it [03:36, 13.38it/s, loss=0.0382, v_num=0]
Epoch 0: : 2902it [03:36, 13.39it/s, loss=0.0382, v_num=0]
Epoch 0: : 2902it [03:36, 13.39it/s, loss=0.0383, v_num=0]
Epoch 0: : 2903it [03:36, 13.39it/s, loss=0.0383, v_num=0]
Epoch 0: : 2903it [03:36, 13.39it/s, loss=0.0385, v_num=0]
Epoch 0: : 2904it [03:36, 13.39it/s, loss=0.0385, v_num=0]
Epoch 0: : 2904it [03:36, 13.39it/s, loss=0.0385, v_num=0]
Epoch 0: : 2905it [03:36, 13.39it/s, loss=0.0385, v_num=0]
Epoch 0: : 2905it [03:36, 13.39it/s, loss=0.0384, v_num=0]
Epoch 0: : 2906it [03:36, 13.39it/s, loss=0.0384, v_num=0]
Epoch 0: : 2906it [03:36, 13.39it/s, loss=0.0383, v_num=0]
Epoch 0: : 2907it [03:36, 13.40it/s, loss=0.0383, v_num=0]
Epoch 0: : 2907it [03:36, 13.40it/s, loss=0.0383, v_num=0]
Epoch 0: : 2908it [03:37, 13.40it/s, loss=0.0383, v_num=0]
Epoch 0: : 2908it [03:37, 13.40it/s, loss=0.0381, v_num=0]
Epoch 0: : 2909it [03:37, 13.40it/s, loss=0.0381, v_num=0]
Epoch 0: : 2909it [03:37, 13.40it/s, loss=0.0382, v_num=0]
Epoch 0: : 2910it [03:37, 13.40it/s, loss=0.0382, v_num=0]
Epoch 0: : 2910it [03:37, 13.40it/s, loss=0.0382, v_num=0]
Epoch 0: : 2911it [03:37, 13.40it/s, loss=0.0382, v_num=0]
Epoch 0: : 2911it [03:37, 13.40it/s, loss=0.0382, v_num=0]
Epoch 0: : 2912it [03:37, 13.41it/s, loss=0.0382, v_num=0]
Epoch 0: : 2912it [03:37, 13.41it/s, loss=0.0385, v_num=0]
Epoch 0: : 2913it [03:37, 13.41it/s, loss=0.0385, v_num=0]
Epoch 0: : 2913it [03:37, 13.41it/s, loss=0.0385, v_num=0]
Epoch 0: : 2914it [03:37, 13.41it/s, loss=0.0385, v_num=0]
Epoch 0: : 2914it [03:37, 13.41it/s, loss=0.0383, v_num=0]
Epoch 0: : 2915it [03:37, 13.41it/s, loss=0.0383, v_num=0]
Epoch 0: : 2915it [03:37, 13.41it/s, loss=0.0383, v_num=0]
Epoch 0: : 2916it [03:37, 13.42it/s, loss=0.0383, v_num=0]
Epoch 0: : 2916it [03:37, 13.42it/s, loss=0.0385, v_num=0]
Epoch 0: : 2917it [03:37, 13.42it/s, loss=0.0385, v_num=0]
Epoch 0: : 2917it [03:37, 13.42it/s, loss=0.0386, v_num=0]
Epoch 0: : 2918it [03:37, 13.42it/s, loss=0.0386, v_num=0]
Epoch 0: : 2918it [03:37, 13.42it/s, loss=0.0387, v_num=0]
Epoch 0: : 2919it [03:37, 13.42it/s, loss=0.0387, v_num=0]
Epoch 0: : 2919it [03:37, 13.42it/s, loss=0.0388, v_num=0]
Epoch 0: : 2920it [03:37, 13.42it/s, loss=0.0388, v_num=0]
Epoch 0: : 2920it [03:37, 13.42it/s, loss=0.0387, v_num=0]
Epoch 0: : 2921it [03:37, 13.43it/s, loss=0.0387, v_num=0]
Epoch 0: : 2921it [03:37, 13.43it/s, loss=0.0387, v_num=0]
Epoch 0: : 2922it [03:37, 13.43it/s, loss=0.0387, v_num=0]
Epoch 0: : 2922it [03:37, 13.43it/s, loss=0.0385, v_num=0]
Epoch 0: : 2923it [03:37, 13.43it/s, loss=0.0385, v_num=0]
Epoch 0: : 2923it [03:37, 13.43it/s, loss=0.0383, v_num=0]
Epoch 0: : 2924it [03:37, 13.43it/s, loss=0.0383, v_num=0]
Epoch 0: : 2924it [03:37, 13.43it/s, loss=0.0382, v_num=0]
Epoch 0: : 2925it [03:37, 13.43it/s, loss=0.0382, v_num=0]
Epoch 0: : 2925it [03:37, 13.43it/s, loss=0.0384, v_num=0]
Epoch 0: : 2926it [03:37, 13.44it/s, loss=0.0384, v_num=0]
Epoch 0: : 2926it [03:37, 13.44it/s, loss=0.0383, v_num=0]
Epoch 0: : 2927it [03:37, 13.44it/s, loss=0.0383, v_num=0]
Epoch 0: : 2927it [03:37, 13.44it/s, loss=0.0385, v_num=0]
Epoch 0: : 2928it [03:37, 13.44it/s, loss=0.0385, v_num=0]
Epoch 0: : 2928it [03:37, 13.44it/s, loss=0.0386, v_num=0]
Epoch 0: : 2929it [03:37, 13.44it/s, loss=0.0386, v_num=0]
Epoch 0: : 2929it [03:37, 13.44it/s, loss=0.0387, v_num=0]
Epoch 0: : 2930it [03:37, 13.44it/s, loss=0.0387, v_num=0]
Epoch 0: : 2930it [03:37, 13.44it/s, loss=0.0387, v_num=0]
Epoch 0: : 2931it [03:38, 13.44it/s, loss=0.0387, v_num=0]
Epoch 0: : 2931it [03:38, 13.44it/s, loss=0.0389, v_num=0]
Epoch 0: : 2932it [03:38, 13.45it/s, loss=0.0389, v_num=0]
Epoch 0: : 2932it [03:38, 13.45it/s, loss=0.0386, v_num=0]
Epoch 0: : 2933it [03:38, 13.45it/s, loss=0.0386, v_num=0]
Epoch 0: : 2933it [03:38, 13.45it/s, loss=0.0388, v_num=0]
Epoch 0: : 2934it [03:38, 13.45it/s, loss=0.0388, v_num=0]
Epoch 0: : 2934it [03:38, 13.45it/s, loss=0.0389, v_num=0]
Epoch 0: : 2935it [03:38, 13.45it/s, loss=0.0389, v_num=0]
Epoch 0: : 2935it [03:38, 13.45it/s, loss=0.0388, v_num=0]
Epoch 0: : 2936it [03:38, 13.45it/s, loss=0.0388, v_num=0]
Epoch 0: : 2936it [03:38, 13.45it/s, loss=0.0388, v_num=0]
Epoch 0: : 2937it [03:38, 13.46it/s, loss=0.0388, v_num=0]
Epoch 0: : 2937it [03:38, 13.46it/s, loss=0.0386, v_num=0]
Epoch 0: : 2938it [03:38, 13.46it/s, loss=0.0386, v_num=0]
Epoch 0: : 2938it [03:38, 13.46it/s, loss=0.0387, v_num=0]
Epoch 0: : 2939it [03:38, 13.46it/s, loss=0.0387, v_num=0]
Epoch 0: : 2939it [03:38, 13.46it/s, loss=0.0387, v_num=0]
Epoch 0: : 2940it [03:38, 13.46it/s, loss=0.0387, v_num=0]
Epoch 0: : 2940it [03:38, 13.46it/s, loss=0.0388, v_num=0]
Epoch 0: : 2941it [03:38, 13.46it/s, loss=0.0388, v_num=0]
Epoch 0: : 2941it [03:38, 13.46it/s, loss=0.0387, v_num=0]
Epoch 0: : 2942it [03:38, 13.47it/s, loss=0.0387, v_num=0]
Epoch 0: : 2942it [03:38, 13.47it/s, loss=0.039, v_num=0] 
Epoch 0: : 2943it [03:38, 13.47it/s, loss=0.039, v_num=0]
Epoch 0: : 2943it [03:38, 13.47it/s, loss=0.0391, v_num=0]
Epoch 0: : 2944it [03:38, 13.47it/s, loss=0.0391, v_num=0]
Epoch 0: : 2944it [03:38, 13.47it/s, loss=0.0391, v_num=0]
Epoch 0: : 2945it [03:38, 13.47it/s, loss=0.0391, v_num=0]
Epoch 0: : 2945it [03:38, 13.47it/s, loss=0.0391, v_num=0]
Epoch 0: : 2946it [03:38, 13.47it/s, loss=0.0391, v_num=0]
Epoch 0: : 2946it [03:38, 13.47it/s, loss=0.0391, v_num=0]
Epoch 0: : 2947it [03:38, 13.48it/s, loss=0.0391, v_num=0]
Epoch 0: : 2947it [03:38, 13.48it/s, loss=0.039, v_num=0] 
Epoch 0: : 2948it [03:38, 13.48it/s, loss=0.039, v_num=0]
Epoch 0: : 2948it [03:38, 13.48it/s, loss=0.039, v_num=0]
Epoch 0: : 2949it [03:38, 13.48it/s, loss=0.039, v_num=0]
Epoch 0: : 2949it [03:38, 13.48it/s, loss=0.0388, v_num=0]
Epoch 0: : 2950it [03:38, 13.48it/s, loss=0.0388, v_num=0]
Epoch 0: : 2950it [03:38, 13.48it/s, loss=0.0388, v_num=0]
Epoch 0: : 2951it [03:38, 13.48it/s, loss=0.0388, v_num=0]
Epoch 0: : 2951it [03:38, 13.48it/s, loss=0.0387, v_num=0]
Epoch 0: : 2952it [03:38, 13.49it/s, loss=0.0387, v_num=0]
Epoch 0: : 2952it [03:38, 13.49it/s, loss=0.0388, v_num=0]
Epoch 0: : 2953it [03:38, 13.49it/s, loss=0.0388, v_num=0]
Epoch 0: : 2953it [03:38, 13.49it/s, loss=0.0388, v_num=0]
Epoch 0: : 2954it [03:38, 13.49it/s, loss=0.0388, v_num=0]
Epoch 0: : 2954it [03:38, 13.49it/s, loss=0.0388, v_num=0]
Epoch 0: : 2955it [03:39, 13.49it/s, loss=0.0388, v_num=0]
Epoch 0: : 2955it [03:39, 13.49it/s, loss=0.0389, v_num=0]
Epoch 0: : 2956it [03:39, 13.49it/s, loss=0.0389, v_num=0]
Epoch 0: : 2956it [03:39, 13.49it/s, loss=0.0388, v_num=0]
Epoch 0: : 2957it [03:39, 13.50it/s, loss=0.0388, v_num=0]
Epoch 0: : 2957it [03:39, 13.50it/s, loss=0.039, v_num=0] 
Epoch 0: : 2958it [03:39, 13.50it/s, loss=0.039, v_num=0]
Epoch 0: : 2958it [03:39, 13.50it/s, loss=0.0389, v_num=0]
Epoch 0: : 2959it [03:39, 13.50it/s, loss=0.0389, v_num=0]
Epoch 0: : 2959it [03:39, 13.50it/s, loss=0.0389, v_num=0]
Epoch 0: : 2960it [03:39, 13.50it/s, loss=0.0389, v_num=0]
Epoch 0: : 2960it [03:39, 13.50it/s, loss=0.0391, v_num=0]
Epoch 0: : 2961it [03:39, 13.50it/s, loss=0.0391, v_num=0]
Epoch 0: : 2961it [03:39, 13.50it/s, loss=0.0392, v_num=0]
Epoch 0: : 2962it [03:39, 13.51it/s, loss=0.0392, v_num=0]
Epoch 0: : 2962it [03:39, 13.51it/s, loss=0.0392, v_num=0]
Epoch 0: : 2963it [03:39, 13.51it/s, loss=0.0392, v_num=0]
Epoch 0: : 2963it [03:39, 13.51it/s, loss=0.0391, v_num=0]
Epoch 0: : 2964it [03:39, 13.51it/s, loss=0.0391, v_num=0]
Epoch 0: : 2964it [03:39, 13.51it/s, loss=0.039, v_num=0] 
Epoch 0: : 2965it [03:39, 13.51it/s, loss=0.039, v_num=0]
Epoch 0: : 2965it [03:39, 13.51it/s, loss=0.0389, v_num=0]
Epoch 0: : 2966it [03:39, 13.51it/s, loss=0.0389, v_num=0]
Epoch 0: : 2966it [03:39, 13.51it/s, loss=0.0391, v_num=0]
Epoch 0: : 2967it [03:39, 13.52it/s, loss=0.0391, v_num=0]
Epoch 0: : 2967it [03:39, 13.52it/s, loss=0.0392, v_num=0]
Epoch 0: : 2968it [03:39, 13.52it/s, loss=0.0392, v_num=0]
Epoch 0: : 2968it [03:39, 13.52it/s, loss=0.0394, v_num=0]
Epoch 0: : 2969it [03:39, 13.52it/s, loss=0.0394, v_num=0]
Epoch 0: : 2969it [03:39, 13.52it/s, loss=0.0394, v_num=0]
Epoch 0: : 2970it [03:39, 13.52it/s, loss=0.0394, v_num=0]
Epoch 0: : 2970it [03:39, 13.52it/s, loss=0.0393, v_num=0]
Epoch 0: : 2971it [03:39, 13.52it/s, loss=0.0393, v_num=0]
Epoch 0: : 2971it [03:39, 13.52it/s, loss=0.0393, v_num=0]
Epoch 0: : 2972it [03:39, 13.53it/s, loss=0.0393, v_num=0]
Epoch 0: : 2972it [03:39, 13.53it/s, loss=0.0393, v_num=0]
Epoch 0: : 2973it [03:39, 13.53it/s, loss=0.0393, v_num=0]
Epoch 0: : 2973it [03:39, 13.53it/s, loss=0.0393, v_num=0]
Epoch 0: : 2974it [03:39, 13.53it/s, loss=0.0393, v_num=0]
Epoch 0: : 2974it [03:39, 13.53it/s, loss=0.0393, v_num=0]
Epoch 0: : 2975it [03:39, 13.53it/s, loss=0.0393, v_num=0]
Epoch 0: : 2975it [03:39, 13.53it/s, loss=0.0394, v_num=0]
Epoch 0: : 2976it [03:39, 13.53it/s, loss=0.0394, v_num=0]
Epoch 0: : 2976it [03:39, 13.53it/s, loss=0.0394, v_num=0]
Epoch 0: : 2977it [03:39, 13.54it/s, loss=0.0394, v_num=0]
Epoch 0: : 2977it [03:39, 13.54it/s, loss=0.0392, v_num=0]
Epoch 0: : 2978it [03:39, 13.54it/s, loss=0.0392, v_num=0]
Epoch 0: : 2978it [03:39, 13.54it/s, loss=0.0391, v_num=0]
Epoch 0: : 2979it [03:40, 13.54it/s, loss=0.0391, v_num=0]
Epoch 0: : 2979it [03:40, 13.54it/s, loss=0.0392, v_num=0]
Epoch 0: : 2980it [03:40, 13.54it/s, loss=0.0392, v_num=0]
Epoch 0: : 2980it [03:40, 13.54it/s, loss=0.0392, v_num=0]
Epoch 0: : 2981it [03:40, 13.54it/s, loss=0.0392, v_num=0]
Epoch 0: : 2981it [03:40, 13.54it/s, loss=0.039, v_num=0] 
Epoch 0: : 2982it [03:40, 13.55it/s, loss=0.039, v_num=0]
Epoch 0: : 2982it [03:40, 13.55it/s, loss=0.0389, v_num=0]
Epoch 0: : 2983it [03:40, 13.55it/s, loss=0.0389, v_num=0]
Epoch 0: : 2983it [03:40, 13.55it/s, loss=0.0388, v_num=0]
Epoch 0: : 2984it [03:40, 13.55it/s, loss=0.0388, v_num=0]
Epoch 0: : 2984it [03:40, 13.55it/s, loss=0.0389, v_num=0]
Epoch 0: : 2985it [03:40, 13.55it/s, loss=0.0389, v_num=0]
Epoch 0: : 2985it [03:40, 13.55it/s, loss=0.0387, v_num=0]
Epoch 0: : 2986it [03:40, 13.55it/s, loss=0.0387, v_num=0]
Epoch 0: : 2986it [03:40, 13.55it/s, loss=0.0386, v_num=0]
Epoch 0: : 2987it [03:40, 13.56it/s, loss=0.0386, v_num=0]
Epoch 0: : 2987it [03:40, 13.56it/s, loss=0.0383, v_num=0]
Epoch 0: : 2988it [03:40, 13.56it/s, loss=0.0383, v_num=0]
Epoch 0: : 2988it [03:40, 13.56it/s, loss=0.0381, v_num=0]
Epoch 0: : 2989it [03:40, 13.56it/s, loss=0.0381, v_num=0]
Epoch 0: : 2989it [03:40, 13.56it/s, loss=0.0381, v_num=0]
Epoch 0: : 2990it [03:40, 13.56it/s, loss=0.0381, v_num=0]
Epoch 0: : 2990it [03:40, 13.56it/s, loss=0.0382, v_num=0]
Epoch 0: : 2991it [03:40, 13.56it/s, loss=0.0382, v_num=0]
Epoch 0: : 2991it [03:40, 13.56it/s, loss=0.0381, v_num=0]
Epoch 0: : 2992it [03:40, 13.57it/s, loss=0.0381, v_num=0]
Epoch 0: : 2992it [03:40, 13.57it/s, loss=0.0381, v_num=0]
Epoch 0: : 2993it [03:40, 13.57it/s, loss=0.0381, v_num=0]
Epoch 0: : 2993it [03:40, 13.57it/s, loss=0.038, v_num=0] 
Epoch 0: : 2994it [03:40, 13.57it/s, loss=0.038, v_num=0]
Epoch 0: : 2994it [03:40, 13.57it/s, loss=0.0381, v_num=0]
Epoch 0: : 2995it [03:40, 13.57it/s, loss=0.0381, v_num=0]
Epoch 0: : 2995it [03:40, 13.57it/s, loss=0.038, v_num=0] 
Epoch 0: : 2996it [03:40, 13.57it/s, loss=0.038, v_num=0]
Epoch 0: : 2996it [03:40, 13.57it/s, loss=0.0379, v_num=0]
Epoch 0: : 2997it [03:40, 13.58it/s, loss=0.0379, v_num=0]
Epoch 0: : 2997it [03:40, 13.58it/s, loss=0.0379, v_num=0]
Epoch 0: : 2998it [03:40, 13.58it/s, loss=0.0379, v_num=0]
Epoch 0: : 2998it [03:40, 13.58it/s, loss=0.0379, v_num=0]
Epoch 0: : 2999it [03:40, 13.58it/s, loss=0.0379, v_num=0]
Epoch 0: : 2999it [03:40, 13.58it/s, loss=0.0376, v_num=0]
Epoch 0: : 3000it [03:40, 13.58it/s, loss=0.0376, v_num=0]
Epoch 0: : 3000it [03:40, 13.58it/s, loss=0.0374, v_num=0]
Epoch 0: : 3000it [03:41, 13.57it/s, loss=0.0374, v_num=0]
Epoch 0: : 3000it [03:41, 13.57it/s, loss=0.0374, v_num=0]
`Trainer.fit` stopped: `max_steps=3000` reached.
[rank: 0] Global seed set to 7039
You are using a CUDA device ('NVIDIA A40') that has Tensor Cores. To properly utilize them, you should set `torch.set_float32_matmul_precision('medium' | 'high')` which will trade-off precision for performance. For more details, read https://pytorch.org/docs/stable/generated/torch.set_float32_matmul_precision.html#torch.set_float32_matmul_precision
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
Testing: 0it [00:00, ?it/s]
Testing:   0%|          | 0/6 [00:00<?, ?it/s]
Testing DataLoader 0:   0%|          | 0/6 [00:00<?, ?it/s]
Testing DataLoader 0:  17%|█▋        | 1/6 [00:04<00:20,  4.02s/it]
Testing DataLoader 0:  33%|███▎      | 2/6 [00:08<00:16,  4.03s/it]
Testing DataLoader 0:  50%|█████     | 3/6 [00:12<00:12,  4.01s/it]
Testing DataLoader 0:  67%|██████▋   | 4/6 [00:15<00:07,  3.99s/it]
Testing DataLoader 0:  83%|████████▎ | 5/6 [00:19<00:03,  4.00s/it]
Testing DataLoader 0: 100%|██████████| 6/6 [00:24<00:00,  4.02s/it]
Testing DataLoader 0: 100%|██████████| 6/6 [00:28<00:00,  4.75s/it]
generated the 3D asset
Version Details
Version ID
1601c3f698013b29019522c62944713b62af1348a7111ed1e57663fdafd507e7
Version Created
February 27, 2024
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