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arabert_augWithOrig_disEqu_k5_organization_task1_fold1

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  1. README.md +423 -423
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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: arabert_augWithOrig_disEqu_k5_organization_task1_fold0
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # arabert_augWithOrig_disEqu_k5_organization_task1_fold0
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6571
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- - Qwk: 0.76
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- - Mse: 0.6571
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- - Rmse: 0.8106
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  ## Model description
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@@ -47,423 +47,423 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.0241 | 2 | 3.4354 | 0.1303 | 3.4354 | 1.8535 |
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- | No log | 0.0482 | 4 | 1.4357 | 0.3106 | 1.4357 | 1.1982 |
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- | No log | 0.0723 | 6 | 1.5598 | 0.0465 | 1.5598 | 1.2489 |
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- | No log | 0.0964 | 8 | 1.7057 | 0.2687 | 1.7057 | 1.3060 |
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- | No log | 0.1205 | 10 | 1.5553 | 0.2241 | 1.5553 | 1.2471 |
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- | No log | 0.1446 | 12 | 1.4986 | 0.0976 | 1.4986 | 1.2242 |
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- | No log | 0.1687 | 14 | 1.6354 | 0.0430 | 1.6354 | 1.2788 |
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- | No log | 0.1928 | 16 | 1.4451 | 0.0464 | 1.4451 | 1.2021 |
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- | No log | 0.2169 | 18 | 1.2551 | 0.4324 | 1.2551 | 1.1203 |
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- | No log | 0.2410 | 20 | 1.6734 | 0.1370 | 1.6734 | 1.2936 |
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- | No log | 0.2651 | 22 | 1.6450 | 0.2416 | 1.6450 | 1.2826 |
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- | No log | 0.2892 | 24 | 1.4728 | 0.3527 | 1.4728 | 1.2136 |
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- | No log | 0.3133 | 26 | 1.4340 | 0.0244 | 1.4340 | 1.1975 |
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- | No log | 0.3373 | 28 | 1.4620 | 0.0 | 1.4620 | 1.2091 |
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- | No log | 0.3614 | 30 | 1.4435 | 0.0244 | 1.4435 | 1.2014 |
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- | No log | 0.3855 | 32 | 1.3720 | 0.4576 | 1.3720 | 1.1713 |
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- | No log | 0.4096 | 34 | 1.2120 | 0.4324 | 1.2120 | 1.1009 |
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- | No log | 0.4337 | 36 | 1.0909 | 0.4324 | 1.0909 | 1.0445 |
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- | No log | 0.4578 | 38 | 1.0605 | 0.4324 | 1.0605 | 1.0298 |
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- | No log | 0.4819 | 40 | 1.0452 | 0.4324 | 1.0452 | 1.0223 |
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- | No log | 0.5060 | 42 | 1.0222 | 0.4324 | 1.0222 | 1.0110 |
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- | No log | 0.5301 | 44 | 1.0129 | 0.4828 | 1.0129 | 1.0064 |
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- | No log | 0.5542 | 46 | 0.9904 | 0.4576 | 0.9904 | 0.9952 |
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- | No log | 0.5783 | 48 | 0.9599 | 0.4324 | 0.9599 | 0.9798 |
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- | No log | 0.6024 | 50 | 1.0507 | 0.2032 | 1.0507 | 1.0250 |
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- | No log | 0.6265 | 52 | 0.9808 | 0.4324 | 0.9808 | 0.9903 |
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- | No log | 0.6506 | 54 | 0.8569 | 0.4576 | 0.8569 | 0.9257 |
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- | No log | 0.6747 | 56 | 0.8817 | 0.4310 | 0.8817 | 0.9390 |
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- | No log | 0.6988 | 58 | 1.0042 | 0.5311 | 1.0042 | 1.0021 |
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- | No log | 0.7229 | 60 | 0.8983 | 0.4310 | 0.8983 | 0.9478 |
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- | No log | 0.7470 | 62 | 0.8536 | 0.4576 | 0.8536 | 0.9239 |
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- | No log | 0.7711 | 64 | 0.8822 | 0.4324 | 0.8822 | 0.9393 |
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- | No log | 0.7952 | 66 | 0.8641 | 0.4324 | 0.8641 | 0.9296 |
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- | No log | 0.8193 | 68 | 0.8215 | 0.5082 | 0.8215 | 0.9064 |
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- | No log | 0.8434 | 70 | 0.9631 | 0.72 | 0.9631 | 0.9814 |
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- | No log | 0.8675 | 72 | 0.9994 | 0.6174 | 0.9994 | 0.9997 |
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- | No log | 0.8916 | 74 | 0.9418 | 0.4562 | 0.9418 | 0.9705 |
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- | No log | 0.9157 | 76 | 0.9510 | 0.4562 | 0.9510 | 0.9752 |
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- | No log | 0.9398 | 78 | 1.0328 | 0.4296 | 1.0328 | 1.0163 |
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- | No log | 0.9639 | 80 | 1.1019 | 0.4296 | 1.1019 | 1.0497 |
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- | No log | 0.9880 | 82 | 1.0791 | 0.4296 | 1.0791 | 1.0388 |
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- | No log | 1.0120 | 84 | 1.0491 | 0.4296 | 1.0491 | 1.0243 |
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- | No log | 1.0361 | 86 | 1.1121 | 0.4818 | 1.1121 | 1.0546 |
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- | No log | 1.0602 | 88 | 1.2848 | 0.5993 | 1.2848 | 1.1335 |
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- | No log | 1.0843 | 90 | 1.1715 | 0.4818 | 1.1715 | 1.0824 |
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- | No log | 1.1084 | 92 | 1.0407 | 0.4044 | 1.0407 | 1.0202 |
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- | No log | 1.1325 | 94 | 0.9825 | 0.4310 | 0.9825 | 0.9912 |
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- | No log | 1.1566 | 96 | 0.9783 | 0.4351 | 0.9783 | 0.9891 |
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- | No log | 1.1807 | 98 | 0.9405 | 0.4351 | 0.9405 | 0.9698 |
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- | No log | 1.2048 | 100 | 1.0905 | 0.4296 | 1.0905 | 1.0443 |
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- | No log | 1.2289 | 102 | 1.5012 | 0.4284 | 1.5012 | 1.2252 |
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- | No log | 1.2530 | 104 | 1.9274 | 0.5260 | 1.9274 | 1.3883 |
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- | No log | 1.2771 | 106 | 1.8269 | 0.6095 | 1.8269 | 1.3516 |
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- | No log | 1.3012 | 108 | 1.4101 | 0.5028 | 1.4101 | 1.1875 |
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- | No log | 1.3253 | 110 | 1.1030 | 0.4549 | 1.1030 | 1.0502 |
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- | No log | 1.3494 | 112 | 1.0272 | 0.4310 | 1.0272 | 1.0135 |
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- | No log | 1.3735 | 114 | 0.9908 | 0.4310 | 0.9908 | 0.9954 |
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- | No log | 1.3976 | 116 | 0.9691 | 0.4310 | 0.9691 | 0.9844 |
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- | No log | 1.4217 | 118 | 0.9417 | 0.4310 | 0.9417 | 0.9704 |
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- | No log | 1.4458 | 120 | 0.9213 | 0.4562 | 0.9213 | 0.9599 |
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- | No log | 1.4699 | 122 | 0.9076 | 0.4815 | 0.9076 | 0.9527 |
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- | No log | 1.4940 | 124 | 0.9116 | 0.6233 | 0.9116 | 0.9548 |
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- | No log | 1.5181 | 126 | 0.8821 | 0.6624 | 0.8821 | 0.9392 |
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- | No log | 1.5422 | 128 | 0.8410 | 0.6550 | 0.8410 | 0.9171 |
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- | No log | 1.5663 | 130 | 0.8549 | 0.7221 | 0.8549 | 0.9246 |
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- | No log | 1.5904 | 132 | 0.9138 | 0.7421 | 0.9138 | 0.9559 |
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- | No log | 1.6145 | 134 | 1.1137 | 0.7081 | 1.1137 | 1.0553 |
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- | No log | 1.6386 | 136 | 1.2368 | 0.6947 | 1.2368 | 1.1121 |
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- | No log | 1.6627 | 138 | 1.1350 | 0.7014 | 1.1350 | 1.0654 |
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- | No log | 1.6867 | 140 | 0.9498 | 0.8079 | 0.9498 | 0.9746 |
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- | No log | 1.7108 | 142 | 0.7539 | 0.7526 | 0.7539 | 0.8683 |
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- | No log | 1.7349 | 144 | 0.7683 | 0.7369 | 0.7683 | 0.8765 |
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- | No log | 1.7590 | 146 | 0.7008 | 0.7038 | 0.7008 | 0.8371 |
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- | No log | 1.7831 | 148 | 0.7024 | 0.6769 | 0.7024 | 0.8381 |
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- | No log | 1.8072 | 150 | 0.7714 | 0.6596 | 0.7714 | 0.8783 |
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- | No log | 1.8313 | 152 | 0.9057 | 0.6927 | 0.9057 | 0.9517 |
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- | No log | 1.8554 | 154 | 1.0715 | 0.6580 | 1.0715 | 1.0351 |
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- | No log | 1.8795 | 156 | 1.2567 | 0.6406 | 1.2567 | 1.1210 |
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- | No log | 1.9036 | 158 | 1.2892 | 0.5917 | 1.2892 | 1.1354 |
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- | No log | 1.9277 | 160 | 1.0927 | 0.6148 | 1.0927 | 1.0453 |
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- | No log | 1.9518 | 162 | 0.9051 | 0.6261 | 0.9051 | 0.9514 |
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- | No log | 1.9759 | 164 | 0.8434 | 0.5674 | 0.8434 | 0.9184 |
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- | No log | 2.0 | 166 | 0.8043 | 0.5682 | 0.8043 | 0.8969 |
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- | No log | 2.0241 | 168 | 0.7636 | 0.5682 | 0.7636 | 0.8738 |
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- | No log | 2.0482 | 170 | 0.7337 | 0.5882 | 0.7337 | 0.8566 |
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- | No log | 2.0723 | 172 | 0.7028 | 0.5682 | 0.7028 | 0.8383 |
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- | No log | 2.0964 | 174 | 0.6909 | 0.5682 | 0.6909 | 0.8312 |
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- | No log | 2.1205 | 176 | 0.8279 | 0.5482 | 0.8279 | 0.9099 |
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- | No log | 2.1446 | 178 | 1.0346 | 0.5674 | 1.0346 | 1.0172 |
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- | No log | 2.1687 | 180 | 0.9783 | 0.5674 | 0.9783 | 0.9891 |
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- | No log | 2.1928 | 182 | 0.7526 | 0.5811 | 0.7526 | 0.8675 |
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- | No log | 2.2169 | 184 | 0.7155 | 0.5997 | 0.7155 | 0.8459 |
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- | No log | 2.2410 | 186 | 0.6857 | 0.6661 | 0.6857 | 0.8281 |
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- | No log | 2.2651 | 188 | 0.6620 | 0.6661 | 0.6620 | 0.8136 |
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- | No log | 2.2892 | 190 | 0.7843 | 0.7526 | 0.7843 | 0.8856 |
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- | No log | 2.3133 | 192 | 1.0373 | 0.7672 | 1.0373 | 1.0185 |
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- | No log | 2.3373 | 194 | 1.4137 | 0.6072 | 1.4137 | 1.1890 |
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- | No log | 2.3614 | 196 | 1.3363 | 0.6889 | 1.3363 | 1.1560 |
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- | No log | 2.3855 | 198 | 0.9554 | 0.7672 | 0.9554 | 0.9775 |
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- | No log | 2.4096 | 200 | 0.7558 | 0.7123 | 0.7558 | 0.8694 |
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- | No log | 2.4337 | 202 | 0.6601 | 0.7608 | 0.6601 | 0.8125 |
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- | No log | 2.4578 | 204 | 0.6009 | 0.6441 | 0.6009 | 0.7752 |
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- | No log | 2.4819 | 206 | 0.6233 | 0.6446 | 0.6233 | 0.7895 |
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- | No log | 2.5060 | 208 | 0.6079 | 0.6724 | 0.6079 | 0.7797 |
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- | No log | 2.5301 | 210 | 0.5868 | 0.6724 | 0.5868 | 0.7660 |
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- | No log | 2.5542 | 212 | 0.6509 | 0.7377 | 0.6509 | 0.8068 |
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- | No log | 2.5783 | 214 | 0.8185 | 0.7759 | 0.8185 | 0.9047 |
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- | No log | 2.6024 | 216 | 0.8923 | 0.7759 | 0.8923 | 0.9446 |
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- | No log | 2.6265 | 218 | 0.8566 | 0.7759 | 0.8566 | 0.9255 |
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- | No log | 2.6506 | 220 | 0.7024 | 0.6907 | 0.7024 | 0.8381 |
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- | No log | 2.6747 | 222 | 0.6762 | 0.7289 | 0.6762 | 0.8223 |
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- | No log | 2.6988 | 224 | 0.6734 | 0.7289 | 0.6734 | 0.8206 |
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- | No log | 2.7229 | 226 | 0.8802 | 0.7759 | 0.8802 | 0.9382 |
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- | No log | 2.7470 | 228 | 1.0773 | 0.7277 | 1.0773 | 1.0379 |
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- | No log | 2.7711 | 230 | 1.0799 | 0.7685 | 1.0799 | 1.0392 |
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- | No log | 2.7952 | 232 | 0.9422 | 0.7685 | 0.9422 | 0.9707 |
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- | No log | 2.8193 | 234 | 0.8126 | 0.7176 | 0.8126 | 0.9014 |
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- | No log | 2.8434 | 236 | 0.7516 | 0.6482 | 0.7516 | 0.8669 |
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- | No log | 2.8675 | 238 | 0.7615 | 0.7447 | 0.7615 | 0.8727 |
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- | No log | 2.8916 | 240 | 0.9122 | 0.7277 | 0.9122 | 0.9551 |
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- | No log | 2.9157 | 242 | 1.1759 | 0.6834 | 1.1759 | 1.0844 |
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- | No log | 2.9398 | 244 | 1.1697 | 0.6834 | 1.1697 | 1.0815 |
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- | No log | 2.9639 | 246 | 0.9608 | 0.7445 | 0.9608 | 0.9802 |
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- | No log | 2.9880 | 248 | 0.7836 | 0.7455 | 0.7836 | 0.8852 |
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- | No log | 3.0120 | 250 | 0.7759 | 0.7533 | 0.7759 | 0.8808 |
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- | No log | 3.0361 | 252 | 0.8535 | 0.7221 | 0.8535 | 0.9239 |
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- | No log | 3.0602 | 254 | 0.8943 | 0.7221 | 0.8943 | 0.9457 |
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- | No log | 3.0843 | 256 | 0.8829 | 0.7221 | 0.8829 | 0.9396 |
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- | No log | 3.1084 | 258 | 0.8334 | 0.6857 | 0.8334 | 0.9129 |
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- | No log | 3.1325 | 260 | 0.8378 | 0.6224 | 0.8378 | 0.9153 |
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- | No log | 3.1566 | 262 | 0.8691 | 0.7221 | 0.8691 | 0.9323 |
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- | No log | 3.1807 | 264 | 0.9026 | 0.7221 | 0.9026 | 0.9501 |
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- | No log | 3.2048 | 266 | 0.8495 | 0.7221 | 0.8495 | 0.9217 |
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- | No log | 3.2289 | 268 | 0.8348 | 0.7221 | 0.8348 | 0.9137 |
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- | No log | 3.2530 | 270 | 0.8288 | 0.73 | 0.8288 | 0.9104 |
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- | No log | 3.2771 | 272 | 0.9294 | 0.7832 | 0.9294 | 0.9641 |
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- | No log | 3.3012 | 274 | 1.0245 | 0.7051 | 1.0245 | 1.0122 |
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- | No log | 3.3253 | 276 | 0.9890 | 0.7204 | 0.9890 | 0.9945 |
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- | No log | 3.3494 | 278 | 0.8897 | 0.8019 | 0.8897 | 0.9432 |
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- | No log | 3.3735 | 280 | 0.7589 | 0.7367 | 0.7589 | 0.8711 |
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- | No log | 3.3976 | 282 | 0.7527 | 0.7367 | 0.7527 | 0.8676 |
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- | No log | 3.4217 | 284 | 0.7763 | 0.8123 | 0.7763 | 0.8811 |
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- | No log | 3.4458 | 286 | 0.7799 | 0.7614 | 0.7799 | 0.8831 |
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- | No log | 3.4699 | 288 | 0.7581 | 0.7529 | 0.7581 | 0.8707 |
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- | No log | 3.4940 | 290 | 0.6729 | 0.7533 | 0.6729 | 0.8203 |
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- | No log | 3.5181 | 292 | 0.6558 | 0.6980 | 0.6558 | 0.8098 |
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- | No log | 3.5422 | 294 | 0.6653 | 0.7533 | 0.6653 | 0.8157 |
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- | No log | 3.5663 | 296 | 0.7529 | 0.7221 | 0.7529 | 0.8677 |
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- | No log | 3.5904 | 298 | 0.8293 | 0.7060 | 0.8293 | 0.9106 |
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- | No log | 3.6145 | 300 | 0.8809 | 0.7522 | 0.8809 | 0.9386 |
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- | No log | 3.6386 | 302 | 0.9042 | 0.7675 | 0.9042 | 0.9509 |
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- | No log | 3.6627 | 304 | 0.8767 | 0.7522 | 0.8767 | 0.9363 |
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- | No log | 3.6867 | 306 | 0.7738 | 0.7766 | 0.7738 | 0.8796 |
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- | No log | 3.7108 | 308 | 0.6856 | 0.6657 | 0.6856 | 0.8280 |
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- | No log | 3.7349 | 310 | 0.6696 | 0.6657 | 0.6696 | 0.8183 |
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- | No log | 3.7590 | 312 | 0.6535 | 0.6714 | 0.6535 | 0.8084 |
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- | No log | 3.7831 | 314 | 0.6965 | 0.7682 | 0.6965 | 0.8346 |
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- | No log | 3.8072 | 316 | 0.8484 | 0.7759 | 0.8484 | 0.9211 |
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- | No log | 3.8313 | 318 | 1.1325 | 0.7204 | 1.1325 | 1.0642 |
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- | No log | 3.8554 | 320 | 1.3318 | 0.6626 | 1.3318 | 1.1540 |
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- | No log | 3.8795 | 322 | 1.2634 | 0.7014 | 1.2634 | 1.1240 |
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- | No log | 3.9036 | 324 | 1.0273 | 0.7277 | 1.0273 | 1.0135 |
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- | No log | 3.9277 | 326 | 0.7660 | 0.7924 | 0.7660 | 0.8752 |
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- | No log | 3.9518 | 328 | 0.6294 | 0.6885 | 0.6294 | 0.7933 |
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- | No log | 3.9759 | 330 | 0.6108 | 0.6724 | 0.6108 | 0.7815 |
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- | No log | 4.0 | 332 | 0.6142 | 0.6885 | 0.6142 | 0.7837 |
218
- | No log | 4.0241 | 334 | 0.6471 | 0.6942 | 0.6471 | 0.8044 |
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- | No log | 4.0482 | 336 | 0.7362 | 0.7859 | 0.7362 | 0.8580 |
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- | No log | 4.0723 | 338 | 0.8013 | 0.7766 | 0.8013 | 0.8952 |
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- | No log | 4.0964 | 340 | 0.7832 | 0.7766 | 0.7832 | 0.8850 |
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- | No log | 4.1205 | 342 | 0.8133 | 0.7296 | 0.8133 | 0.9018 |
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- | No log | 4.1446 | 344 | 0.8292 | 0.7296 | 0.8292 | 0.9106 |
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- | No log | 4.1687 | 346 | 0.7573 | 0.7382 | 0.7573 | 0.8703 |
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- | No log | 4.1928 | 348 | 0.7362 | 0.7382 | 0.7362 | 0.8580 |
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- | No log | 4.2169 | 350 | 0.7480 | 0.7030 | 0.7480 | 0.8648 |
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- | No log | 4.2410 | 352 | 0.7210 | 0.7455 | 0.7210 | 0.8491 |
228
- | No log | 4.2651 | 354 | 0.6796 | 0.7689 | 0.6796 | 0.8244 |
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- | No log | 4.2892 | 356 | 0.6552 | 0.7689 | 0.6552 | 0.8094 |
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- | No log | 4.3133 | 358 | 0.6384 | 0.7689 | 0.6384 | 0.7990 |
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- | No log | 4.3373 | 360 | 0.6564 | 0.7239 | 0.6564 | 0.8102 |
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- | No log | 4.3614 | 362 | 0.7311 | 0.7526 | 0.7311 | 0.8550 |
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- | No log | 4.3855 | 364 | 0.7347 | 0.76 | 0.7347 | 0.8571 |
234
- | No log | 4.4096 | 366 | 0.6810 | 0.7526 | 0.6810 | 0.8252 |
235
- | No log | 4.4337 | 368 | 0.6988 | 0.76 | 0.6988 | 0.8359 |
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- | No log | 4.4578 | 370 | 0.7124 | 0.8088 | 0.7124 | 0.8440 |
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- | No log | 4.4819 | 372 | 0.6831 | 0.8088 | 0.6831 | 0.8265 |
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- | No log | 4.5060 | 374 | 0.6307 | 0.8249 | 0.6307 | 0.7942 |
239
- | No log | 4.5301 | 376 | 0.6144 | 0.7700 | 0.6144 | 0.7838 |
240
- | No log | 4.5542 | 378 | 0.6208 | 0.7700 | 0.6208 | 0.7879 |
241
- | No log | 4.5783 | 380 | 0.6138 | 0.6316 | 0.6138 | 0.7835 |
242
- | No log | 4.6024 | 382 | 0.6244 | 0.6316 | 0.6244 | 0.7902 |
243
- | No log | 4.6265 | 384 | 0.6862 | 0.7355 | 0.6862 | 0.8284 |
244
- | No log | 4.6506 | 386 | 0.8790 | 0.7775 | 0.8790 | 0.9375 |
245
- | No log | 4.6747 | 388 | 1.0741 | 0.7086 | 1.0741 | 1.0364 |
246
- | No log | 4.6988 | 390 | 1.2101 | 0.6907 | 1.2101 | 1.1001 |
247
- | No log | 4.7229 | 392 | 1.2778 | 0.6907 | 1.2778 | 1.1304 |
248
- | No log | 4.7470 | 394 | 1.2116 | 0.7081 | 1.2116 | 1.1007 |
249
- | No log | 4.7711 | 396 | 1.0793 | 0.7273 | 1.0793 | 1.0389 |
250
- | No log | 4.7952 | 398 | 0.9026 | 0.7277 | 0.9026 | 0.9501 |
251
- | No log | 4.8193 | 400 | 0.7284 | 0.7855 | 0.7284 | 0.8535 |
252
- | No log | 4.8434 | 402 | 0.6042 | 0.7209 | 0.6042 | 0.7773 |
253
- | No log | 4.8675 | 404 | 0.5863 | 0.6885 | 0.5863 | 0.7657 |
254
- | No log | 4.8916 | 406 | 0.5858 | 0.6885 | 0.5858 | 0.7654 |
255
- | No log | 4.9157 | 408 | 0.5887 | 0.7141 | 0.5887 | 0.7673 |
256
- | No log | 4.9398 | 410 | 0.6362 | 0.7455 | 0.6362 | 0.7976 |
257
- | No log | 4.9639 | 412 | 0.7288 | 0.7991 | 0.7288 | 0.8537 |
258
- | No log | 4.9880 | 414 | 0.8181 | 0.7518 | 0.8181 | 0.9045 |
259
- | No log | 5.0120 | 416 | 0.7914 | 0.7667 | 0.7914 | 0.8896 |
260
- | No log | 5.0361 | 418 | 0.7127 | 0.7453 | 0.7127 | 0.8442 |
261
- | No log | 5.0602 | 420 | 0.6593 | 0.7455 | 0.6593 | 0.8120 |
262
- | No log | 5.0843 | 422 | 0.6514 | 0.7607 | 0.6514 | 0.8071 |
263
- | No log | 5.1084 | 424 | 0.6589 | 0.7385 | 0.6589 | 0.8117 |
264
- | No log | 5.1325 | 426 | 0.6702 | 0.7385 | 0.6702 | 0.8187 |
265
- | No log | 5.1566 | 428 | 0.6850 | 0.7312 | 0.6850 | 0.8277 |
266
- | No log | 5.1807 | 430 | 0.7043 | 0.7160 | 0.7043 | 0.8392 |
267
- | No log | 5.2048 | 432 | 0.7211 | 0.7095 | 0.7211 | 0.8492 |
268
- | No log | 5.2289 | 434 | 0.7346 | 0.7599 | 0.7346 | 0.8571 |
269
- | No log | 5.2530 | 436 | 0.7507 | 0.7599 | 0.7507 | 0.8664 |
270
- | No log | 5.2771 | 438 | 0.7531 | 0.7599 | 0.7531 | 0.8678 |
271
- | No log | 5.3012 | 440 | 0.7545 | 0.7599 | 0.7545 | 0.8686 |
272
- | No log | 5.3253 | 442 | 0.7600 | 0.7599 | 0.7600 | 0.8718 |
273
- | No log | 5.3494 | 444 | 0.7569 | 0.7599 | 0.7569 | 0.8700 |
274
- | No log | 5.3735 | 446 | 0.7485 | 0.7599 | 0.7485 | 0.8652 |
275
- | No log | 5.3976 | 448 | 0.7431 | 0.7599 | 0.7431 | 0.8620 |
276
- | No log | 5.4217 | 450 | 0.7240 | 0.7676 | 0.7240 | 0.8509 |
277
- | No log | 5.4458 | 452 | 0.6898 | 0.7390 | 0.6898 | 0.8306 |
278
- | No log | 5.4699 | 454 | 0.6738 | 0.7758 | 0.6738 | 0.8208 |
279
- | No log | 5.4940 | 456 | 0.6911 | 0.7533 | 0.6911 | 0.8313 |
280
- | No log | 5.5181 | 458 | 0.7536 | 0.7748 | 0.7536 | 0.8681 |
281
- | No log | 5.5422 | 460 | 0.8187 | 0.7832 | 0.8187 | 0.9048 |
282
- | No log | 5.5663 | 462 | 0.8539 | 0.7832 | 0.8539 | 0.9241 |
283
- | No log | 5.5904 | 464 | 0.8056 | 0.7832 | 0.8056 | 0.8976 |
284
- | No log | 5.6145 | 466 | 0.7272 | 0.7832 | 0.7272 | 0.8527 |
285
- | No log | 5.6386 | 468 | 0.6500 | 0.7769 | 0.6500 | 0.8062 |
286
- | No log | 5.6627 | 470 | 0.5897 | 0.7141 | 0.5897 | 0.7679 |
287
- | No log | 5.6867 | 472 | 0.5757 | 0.7141 | 0.5757 | 0.7588 |
288
- | No log | 5.7108 | 474 | 0.5752 | 0.7141 | 0.5752 | 0.7584 |
289
- | No log | 5.7349 | 476 | 0.5747 | 0.7141 | 0.5747 | 0.7581 |
290
- | No log | 5.7590 | 478 | 0.6058 | 0.7455 | 0.6058 | 0.7784 |
291
- | No log | 5.7831 | 480 | 0.6913 | 0.7766 | 0.6913 | 0.8315 |
292
- | No log | 5.8072 | 482 | 0.7745 | 0.8019 | 0.7745 | 0.8801 |
293
- | No log | 5.8313 | 484 | 0.8129 | 0.7672 | 0.8129 | 0.9016 |
294
- | No log | 5.8554 | 486 | 0.7984 | 0.7759 | 0.7984 | 0.8935 |
295
- | No log | 5.8795 | 488 | 0.7933 | 0.7672 | 0.7933 | 0.8907 |
296
- | No log | 5.9036 | 490 | 0.7812 | 0.7445 | 0.7812 | 0.8838 |
297
- | No log | 5.9277 | 492 | 0.7504 | 0.7369 | 0.7504 | 0.8663 |
298
- | No log | 5.9518 | 494 | 0.6957 | 0.73 | 0.6957 | 0.8341 |
299
- | No log | 5.9759 | 496 | 0.6586 | 0.8054 | 0.6586 | 0.8115 |
300
- | No log | 6.0 | 498 | 0.6159 | 0.8054 | 0.6159 | 0.7848 |
301
- | 0.9887 | 6.0241 | 500 | 0.6077 | 0.8054 | 0.6077 | 0.7795 |
302
- | 0.9887 | 6.0482 | 502 | 0.6079 | 0.7673 | 0.6079 | 0.7797 |
303
- | 0.9887 | 6.0723 | 504 | 0.5979 | 0.7239 | 0.5979 | 0.7732 |
304
- | 0.9887 | 6.0964 | 506 | 0.6007 | 0.7239 | 0.6007 | 0.7750 |
305
- | 0.9887 | 6.1205 | 508 | 0.6216 | 0.7673 | 0.6216 | 0.7884 |
306
- | 0.9887 | 6.1446 | 510 | 0.6884 | 0.7526 | 0.6884 | 0.8297 |
307
- | 0.9887 | 6.1687 | 512 | 0.7446 | 0.7811 | 0.7446 | 0.8629 |
308
- | 0.9887 | 6.1928 | 514 | 0.7187 | 0.7748 | 0.7187 | 0.8477 |
309
- | 0.9887 | 6.2169 | 516 | 0.6619 | 0.7526 | 0.6619 | 0.8136 |
310
- | 0.9887 | 6.2410 | 518 | 0.6406 | 0.7673 | 0.6406 | 0.8004 |
311
- | 0.9887 | 6.2651 | 520 | 0.6511 | 0.7526 | 0.6511 | 0.8069 |
312
- | 0.9887 | 6.2892 | 522 | 0.6785 | 0.7748 | 0.6785 | 0.8237 |
313
- | 0.9887 | 6.3133 | 524 | 0.7215 | 0.7748 | 0.7215 | 0.8494 |
314
- | 0.9887 | 6.3373 | 526 | 0.7093 | 0.7748 | 0.7093 | 0.8422 |
315
- | 0.9887 | 6.3614 | 528 | 0.6717 | 0.8144 | 0.6717 | 0.8196 |
316
- | 0.9887 | 6.3855 | 530 | 0.6745 | 0.8144 | 0.6745 | 0.8213 |
317
- | 0.9887 | 6.4096 | 532 | 0.6849 | 0.8022 | 0.6849 | 0.8276 |
318
- | 0.9887 | 6.4337 | 534 | 0.6710 | 0.8022 | 0.6710 | 0.8191 |
319
- | 0.9887 | 6.4578 | 536 | 0.6657 | 0.8022 | 0.6657 | 0.8159 |
320
- | 0.9887 | 6.4819 | 538 | 0.6615 | 0.8022 | 0.6615 | 0.8133 |
321
- | 0.9887 | 6.5060 | 540 | 0.6526 | 0.8022 | 0.6526 | 0.8078 |
322
- | 0.9887 | 6.5301 | 542 | 0.6630 | 0.7924 | 0.6630 | 0.8142 |
323
- | 0.9887 | 6.5542 | 544 | 0.6498 | 0.7924 | 0.6498 | 0.8061 |
324
- | 0.9887 | 6.5783 | 546 | 0.6002 | 0.7994 | 0.6002 | 0.7747 |
325
- | 0.9887 | 6.6024 | 548 | 0.5640 | 0.7689 | 0.5640 | 0.7510 |
326
- | 0.9887 | 6.6265 | 550 | 0.5552 | 0.7689 | 0.5552 | 0.7451 |
327
- | 0.9887 | 6.6506 | 552 | 0.5594 | 0.7689 | 0.5594 | 0.7479 |
328
- | 0.9887 | 6.6747 | 554 | 0.5514 | 0.7689 | 0.5514 | 0.7425 |
329
- | 0.9887 | 6.6988 | 556 | 0.5448 | 0.7689 | 0.5448 | 0.7381 |
330
- | 0.9887 | 6.7229 | 558 | 0.5358 | 0.7689 | 0.5358 | 0.7320 |
331
- | 0.9887 | 6.7470 | 560 | 0.5334 | 0.8150 | 0.5334 | 0.7303 |
332
- | 0.9887 | 6.7711 | 562 | 0.5514 | 0.8150 | 0.5514 | 0.7426 |
333
- | 0.9887 | 6.7952 | 564 | 0.5697 | 0.7994 | 0.5697 | 0.7548 |
334
- | 0.9887 | 6.8193 | 566 | 0.5884 | 0.8088 | 0.5884 | 0.7671 |
335
- | 0.9887 | 6.8434 | 568 | 0.6287 | 0.7991 | 0.6287 | 0.7929 |
336
- | 0.9887 | 6.8675 | 570 | 0.6912 | 0.7832 | 0.6912 | 0.8314 |
337
- | 0.9887 | 6.8916 | 572 | 0.7408 | 0.7445 | 0.7408 | 0.8607 |
338
- | 0.9887 | 6.9157 | 574 | 0.7337 | 0.7445 | 0.7337 | 0.8566 |
339
- | 0.9887 | 6.9398 | 576 | 0.6768 | 0.7991 | 0.6768 | 0.8227 |
340
- | 0.9887 | 6.9639 | 578 | 0.6254 | 0.7991 | 0.6254 | 0.7908 |
341
- | 0.9887 | 6.9880 | 580 | 0.6132 | 0.7903 | 0.6132 | 0.7831 |
342
- | 0.9887 | 7.0120 | 582 | 0.5943 | 0.7903 | 0.5943 | 0.7709 |
343
- | 0.9887 | 7.0361 | 584 | 0.5834 | 0.7689 | 0.5834 | 0.7638 |
344
- | 0.9887 | 7.0602 | 586 | 0.5806 | 0.7689 | 0.5806 | 0.7619 |
345
- | 0.9887 | 7.0843 | 588 | 0.5920 | 0.8088 | 0.5920 | 0.7694 |
346
- | 0.9887 | 7.1084 | 590 | 0.6073 | 0.8088 | 0.6073 | 0.7793 |
347
- | 0.9887 | 7.1325 | 592 | 0.6289 | 0.7991 | 0.6289 | 0.7930 |
348
- | 0.9887 | 7.1566 | 594 | 0.6513 | 0.7991 | 0.6513 | 0.8070 |
349
- | 0.9887 | 7.1807 | 596 | 0.6960 | 0.7991 | 0.6960 | 0.8343 |
350
- | 0.9887 | 7.2048 | 598 | 0.7203 | 0.7523 | 0.7203 | 0.8487 |
351
- | 0.9887 | 7.2289 | 600 | 0.7297 | 0.7523 | 0.7297 | 0.8542 |
352
- | 0.9887 | 7.2530 | 602 | 0.7035 | 0.79 | 0.7035 | 0.8388 |
353
- | 0.9887 | 7.2771 | 604 | 0.6598 | 0.7991 | 0.6598 | 0.8123 |
354
- | 0.9887 | 7.3012 | 606 | 0.6176 | 0.8147 | 0.6176 | 0.7859 |
355
- | 0.9887 | 7.3253 | 608 | 0.6083 | 0.8147 | 0.6083 | 0.7800 |
356
- | 0.9887 | 7.3494 | 610 | 0.6274 | 0.8147 | 0.6274 | 0.7921 |
357
- | 0.9887 | 7.3735 | 612 | 0.6407 | 0.7991 | 0.6407 | 0.8004 |
358
- | 0.9887 | 7.3976 | 614 | 0.6612 | 0.76 | 0.6612 | 0.8131 |
359
- | 0.9887 | 7.4217 | 616 | 0.6615 | 0.76 | 0.6615 | 0.8133 |
360
- | 0.9887 | 7.4458 | 618 | 0.6567 | 0.76 | 0.6567 | 0.8104 |
361
- | 0.9887 | 7.4699 | 620 | 0.6449 | 0.7607 | 0.6449 | 0.8031 |
362
- | 0.9887 | 7.4940 | 622 | 0.6422 | 0.7607 | 0.6422 | 0.8014 |
363
- | 0.9887 | 7.5181 | 624 | 0.6412 | 0.7607 | 0.6412 | 0.8008 |
364
- | 0.9887 | 7.5422 | 626 | 0.6342 | 0.7607 | 0.6342 | 0.7964 |
365
- | 0.9887 | 7.5663 | 628 | 0.6330 | 0.7903 | 0.6330 | 0.7956 |
366
- | 0.9887 | 7.5904 | 630 | 0.6463 | 0.7991 | 0.6463 | 0.8039 |
367
- | 0.9887 | 7.6145 | 632 | 0.6786 | 0.76 | 0.6786 | 0.8238 |
368
- | 0.9887 | 7.6386 | 634 | 0.7304 | 0.7597 | 0.7304 | 0.8546 |
369
- | 0.9887 | 7.6627 | 636 | 0.7346 | 0.7921 | 0.7346 | 0.8571 |
370
- | 0.9887 | 7.6867 | 638 | 0.7053 | 0.8085 | 0.7053 | 0.8398 |
371
- | 0.9887 | 7.7108 | 640 | 0.6808 | 0.8085 | 0.6808 | 0.8251 |
372
- | 0.9887 | 7.7349 | 642 | 0.6351 | 0.8088 | 0.6351 | 0.7970 |
373
- | 0.9887 | 7.7590 | 644 | 0.6063 | 0.8088 | 0.6063 | 0.7786 |
374
- | 0.9887 | 7.7831 | 646 | 0.5877 | 0.8088 | 0.5877 | 0.7666 |
375
- | 0.9887 | 7.8072 | 648 | 0.5795 | 0.7773 | 0.5795 | 0.7612 |
376
- | 0.9887 | 7.8313 | 650 | 0.5802 | 0.7773 | 0.5802 | 0.7617 |
377
- | 0.9887 | 7.8554 | 652 | 0.5930 | 0.8088 | 0.5930 | 0.7701 |
378
- | 0.9887 | 7.8795 | 654 | 0.6161 | 0.7991 | 0.6161 | 0.7849 |
379
- | 0.9887 | 7.9036 | 656 | 0.6310 | 0.7991 | 0.6310 | 0.7944 |
380
- | 0.9887 | 7.9277 | 658 | 0.6456 | 0.7991 | 0.6456 | 0.8035 |
381
- | 0.9887 | 7.9518 | 660 | 0.6373 | 0.7991 | 0.6373 | 0.7983 |
382
- | 0.9887 | 7.9759 | 662 | 0.6240 | 0.7455 | 0.6240 | 0.7899 |
383
- | 0.9887 | 8.0 | 664 | 0.6245 | 0.7607 | 0.6245 | 0.7903 |
384
- | 0.9887 | 8.0241 | 666 | 0.6400 | 0.7091 | 0.6400 | 0.8000 |
385
- | 0.9887 | 8.0482 | 668 | 0.6493 | 0.7091 | 0.6493 | 0.8058 |
386
- | 0.9887 | 8.0723 | 670 | 0.6622 | 0.7091 | 0.6622 | 0.8138 |
387
- | 0.9887 | 8.0964 | 672 | 0.6616 | 0.7091 | 0.6616 | 0.8134 |
388
- | 0.9887 | 8.1205 | 674 | 0.6649 | 0.7091 | 0.6649 | 0.8154 |
389
- | 0.9887 | 8.1446 | 676 | 0.6705 | 0.76 | 0.6705 | 0.8188 |
390
- | 0.9887 | 8.1687 | 678 | 0.6713 | 0.76 | 0.6713 | 0.8193 |
391
- | 0.9887 | 8.1928 | 680 | 0.6605 | 0.76 | 0.6605 | 0.8127 |
392
- | 0.9887 | 8.2169 | 682 | 0.6400 | 0.7152 | 0.6400 | 0.8000 |
393
- | 0.9887 | 8.2410 | 684 | 0.6357 | 0.7152 | 0.6357 | 0.7973 |
394
- | 0.9887 | 8.2651 | 686 | 0.6501 | 0.76 | 0.6501 | 0.8063 |
395
- | 0.9887 | 8.2892 | 688 | 0.6577 | 0.76 | 0.6577 | 0.8110 |
396
- | 0.9887 | 8.3133 | 690 | 0.6630 | 0.76 | 0.6630 | 0.8143 |
397
- | 0.9887 | 8.3373 | 692 | 0.6799 | 0.76 | 0.6799 | 0.8246 |
398
- | 0.9887 | 8.3614 | 694 | 0.6819 | 0.76 | 0.6819 | 0.8258 |
399
- | 0.9887 | 8.3855 | 696 | 0.6740 | 0.76 | 0.6740 | 0.8210 |
400
- | 0.9887 | 8.4096 | 698 | 0.6632 | 0.76 | 0.6632 | 0.8144 |
401
- | 0.9887 | 8.4337 | 700 | 0.6494 | 0.76 | 0.6494 | 0.8059 |
402
- | 0.9887 | 8.4578 | 702 | 0.6481 | 0.76 | 0.6481 | 0.8050 |
403
- | 0.9887 | 8.4819 | 704 | 0.6451 | 0.76 | 0.6451 | 0.8032 |
404
- | 0.9887 | 8.5060 | 706 | 0.6399 | 0.76 | 0.6399 | 0.8000 |
405
- | 0.9887 | 8.5301 | 708 | 0.6338 | 0.7152 | 0.6338 | 0.7961 |
406
- | 0.9887 | 8.5542 | 710 | 0.6187 | 0.7529 | 0.6187 | 0.7866 |
407
- | 0.9887 | 8.5783 | 712 | 0.6106 | 0.7529 | 0.6106 | 0.7814 |
408
- | 0.9887 | 8.6024 | 714 | 0.6052 | 0.7529 | 0.6052 | 0.7779 |
409
- | 0.9887 | 8.6265 | 716 | 0.6006 | 0.7686 | 0.6006 | 0.7750 |
410
- | 0.9887 | 8.6506 | 718 | 0.5953 | 0.7686 | 0.5953 | 0.7716 |
411
- | 0.9887 | 8.6747 | 720 | 0.5957 | 0.7686 | 0.5957 | 0.7718 |
412
- | 0.9887 | 8.6988 | 722 | 0.6004 | 0.7686 | 0.6004 | 0.7749 |
413
- | 0.9887 | 8.7229 | 724 | 0.6126 | 0.7529 | 0.6126 | 0.7827 |
414
- | 0.9887 | 8.7470 | 726 | 0.6256 | 0.7991 | 0.6256 | 0.7909 |
415
- | 0.9887 | 8.7711 | 728 | 0.6552 | 0.76 | 0.6552 | 0.8094 |
416
- | 0.9887 | 8.7952 | 730 | 0.6913 | 0.7597 | 0.6913 | 0.8315 |
417
- | 0.9887 | 8.8193 | 732 | 0.7234 | 0.7597 | 0.7234 | 0.8505 |
418
- | 0.9887 | 8.8434 | 734 | 0.7324 | 0.7597 | 0.7324 | 0.8558 |
419
- | 0.9887 | 8.8675 | 736 | 0.7278 | 0.7597 | 0.7278 | 0.8531 |
420
- | 0.9887 | 8.8916 | 738 | 0.7071 | 0.7597 | 0.7071 | 0.8409 |
421
- | 0.9887 | 8.9157 | 740 | 0.6772 | 0.7597 | 0.6772 | 0.8229 |
422
- | 0.9887 | 8.9398 | 742 | 0.6562 | 0.7679 | 0.6562 | 0.8101 |
423
- | 0.9887 | 8.9639 | 744 | 0.6329 | 0.76 | 0.6329 | 0.7956 |
424
- | 0.9887 | 8.9880 | 746 | 0.6168 | 0.7991 | 0.6168 | 0.7854 |
425
- | 0.9887 | 9.0120 | 748 | 0.6002 | 0.7686 | 0.6002 | 0.7747 |
426
- | 0.9887 | 9.0361 | 750 | 0.5880 | 0.7607 | 0.5880 | 0.7668 |
427
- | 0.9887 | 9.0602 | 752 | 0.5847 | 0.7607 | 0.5847 | 0.7647 |
428
- | 0.9887 | 9.0843 | 754 | 0.5847 | 0.7607 | 0.5847 | 0.7647 |
429
- | 0.9887 | 9.1084 | 756 | 0.5848 | 0.7607 | 0.5848 | 0.7647 |
430
- | 0.9887 | 9.1325 | 758 | 0.5856 | 0.7607 | 0.5856 | 0.7653 |
431
- | 0.9887 | 9.1566 | 760 | 0.5937 | 0.7607 | 0.5937 | 0.7705 |
432
- | 0.9887 | 9.1807 | 762 | 0.5979 | 0.7686 | 0.5979 | 0.7733 |
433
- | 0.9887 | 9.2048 | 764 | 0.6020 | 0.7686 | 0.6020 | 0.7759 |
434
- | 0.9887 | 9.2289 | 766 | 0.6015 | 0.7686 | 0.6015 | 0.7756 |
435
- | 0.9887 | 9.2530 | 768 | 0.6011 | 0.7686 | 0.6011 | 0.7753 |
436
- | 0.9887 | 9.2771 | 770 | 0.6002 | 0.7607 | 0.6002 | 0.7747 |
437
- | 0.9887 | 9.3012 | 772 | 0.5998 | 0.7607 | 0.5998 | 0.7745 |
438
- | 0.9887 | 9.3253 | 774 | 0.6038 | 0.7686 | 0.6038 | 0.7770 |
439
- | 0.9887 | 9.3494 | 776 | 0.6068 | 0.7686 | 0.6068 | 0.7790 |
440
- | 0.9887 | 9.3735 | 778 | 0.6141 | 0.7686 | 0.6141 | 0.7837 |
441
- | 0.9887 | 9.3976 | 780 | 0.6189 | 0.7304 | 0.6189 | 0.7867 |
442
- | 0.9887 | 9.4217 | 782 | 0.6254 | 0.7152 | 0.6254 | 0.7908 |
443
- | 0.9887 | 9.4458 | 784 | 0.6309 | 0.76 | 0.6309 | 0.7943 |
444
- | 0.9887 | 9.4699 | 786 | 0.6379 | 0.76 | 0.6379 | 0.7987 |
445
- | 0.9887 | 9.4940 | 788 | 0.6486 | 0.76 | 0.6486 | 0.8054 |
446
- | 0.9887 | 9.5181 | 790 | 0.6620 | 0.76 | 0.6620 | 0.8136 |
447
- | 0.9887 | 9.5422 | 792 | 0.6667 | 0.76 | 0.6667 | 0.8165 |
448
- | 0.9887 | 9.5663 | 794 | 0.6714 | 0.76 | 0.6714 | 0.8194 |
449
- | 0.9887 | 9.5904 | 796 | 0.6782 | 0.76 | 0.6782 | 0.8236 |
450
- | 0.9887 | 9.6145 | 798 | 0.6805 | 0.76 | 0.6805 | 0.8250 |
451
- | 0.9887 | 9.6386 | 800 | 0.6777 | 0.76 | 0.6777 | 0.8232 |
452
- | 0.9887 | 9.6627 | 802 | 0.6763 | 0.76 | 0.6763 | 0.8224 |
453
- | 0.9887 | 9.6867 | 804 | 0.6724 | 0.76 | 0.6724 | 0.8200 |
454
- | 0.9887 | 9.7108 | 806 | 0.6671 | 0.76 | 0.6671 | 0.8168 |
455
- | 0.9887 | 9.7349 | 808 | 0.6634 | 0.76 | 0.6634 | 0.8145 |
456
- | 0.9887 | 9.7590 | 810 | 0.6613 | 0.76 | 0.6613 | 0.8132 |
457
- | 0.9887 | 9.7831 | 812 | 0.6593 | 0.76 | 0.6593 | 0.8119 |
458
- | 0.9887 | 9.8072 | 814 | 0.6565 | 0.76 | 0.6565 | 0.8102 |
459
- | 0.9887 | 9.8313 | 816 | 0.6559 | 0.76 | 0.6559 | 0.8099 |
460
- | 0.9887 | 9.8554 | 818 | 0.6546 | 0.76 | 0.6546 | 0.8091 |
461
- | 0.9887 | 9.8795 | 820 | 0.6542 | 0.76 | 0.6542 | 0.8088 |
462
- | 0.9887 | 9.9036 | 822 | 0.6541 | 0.76 | 0.6541 | 0.8087 |
463
- | 0.9887 | 9.9277 | 824 | 0.6550 | 0.76 | 0.6550 | 0.8093 |
464
- | 0.9887 | 9.9518 | 826 | 0.6564 | 0.76 | 0.6564 | 0.8102 |
465
- | 0.9887 | 9.9759 | 828 | 0.6569 | 0.76 | 0.6569 | 0.8105 |
466
- | 0.9887 | 10.0 | 830 | 0.6571 | 0.76 | 0.6571 | 0.8106 |
467
 
468
 
469
  ### Framework versions
 
4
  tags:
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  - generated_from_trainer
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  model-index:
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+ - name: arabert_augWithOrig_disEqu_k5_organization_task1_fold1
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  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # arabert_augWithOrig_disEqu_k5_organization_task1_fold1
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.8157
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+ - Qwk: 0.7907
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+ - Mse: 0.8157
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+ - Rmse: 0.9032
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23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0241 | 2 | 3.3511 | 0.0172 | 3.3511 | 1.8306 |
53
+ | No log | 0.0482 | 4 | 1.3778 | 0.1035 | 1.3778 | 1.1738 |
54
+ | No log | 0.0723 | 6 | 0.8969 | 0.2009 | 0.8969 | 0.9470 |
55
+ | No log | 0.0964 | 8 | 0.9799 | 0.3333 | 0.9799 | 0.9899 |
56
+ | No log | 0.1205 | 10 | 0.9171 | 0.4343 | 0.9171 | 0.9577 |
57
+ | No log | 0.1446 | 12 | 0.8345 | 0.1506 | 0.8345 | 0.9135 |
58
+ | No log | 0.1687 | 14 | 0.8113 | 0.1322 | 0.8113 | 0.9007 |
59
+ | No log | 0.1928 | 16 | 0.8372 | 0.5051 | 0.8372 | 0.9150 |
60
+ | No log | 0.2169 | 18 | 0.9850 | 0.1840 | 0.9850 | 0.9925 |
61
+ | No log | 0.2410 | 20 | 0.8880 | 0.3787 | 0.8880 | 0.9424 |
62
+ | No log | 0.2651 | 22 | 0.6760 | 0.4105 | 0.6760 | 0.8222 |
63
+ | No log | 0.2892 | 24 | 0.6846 | 0.3063 | 0.6846 | 0.8274 |
64
+ | No log | 0.3133 | 26 | 0.7427 | 0.272 | 0.7427 | 0.8618 |
65
+ | No log | 0.3373 | 28 | 0.8334 | 0.2791 | 0.8334 | 0.9129 |
66
+ | No log | 0.3614 | 30 | 0.8782 | 0.4569 | 0.8782 | 0.9371 |
67
+ | No log | 0.3855 | 32 | 1.0438 | 0.4615 | 1.0438 | 1.0217 |
68
+ | No log | 0.4096 | 34 | 1.0939 | 0.4390 | 1.0939 | 1.0459 |
69
+ | No log | 0.4337 | 36 | 1.1059 | 0.5 | 1.1059 | 1.0516 |
70
+ | No log | 0.4578 | 38 | 1.1149 | 0.5307 | 1.1149 | 1.0559 |
71
+ | No log | 0.4819 | 40 | 1.0662 | 0.4909 | 1.0662 | 1.0326 |
72
+ | No log | 0.5060 | 42 | 1.1505 | 0.3389 | 1.1505 | 1.0726 |
73
+ | No log | 0.5301 | 44 | 1.1030 | 0.3558 | 1.1030 | 1.0502 |
74
+ | No log | 0.5542 | 46 | 1.1053 | 0.4651 | 1.1053 | 1.0513 |
75
+ | No log | 0.5783 | 48 | 1.7216 | 0.3226 | 1.7216 | 1.3121 |
76
+ | No log | 0.6024 | 50 | 2.0386 | 0.1727 | 2.0386 | 1.4278 |
77
+ | No log | 0.6265 | 52 | 1.7917 | 0.2139 | 1.7917 | 1.3385 |
78
+ | No log | 0.6506 | 54 | 1.4690 | -0.1395 | 1.4690 | 1.2120 |
79
+ | No log | 0.6747 | 56 | 1.2222 | -0.0442 | 1.2222 | 1.1055 |
80
+ | No log | 0.6988 | 58 | 0.9068 | 0.1390 | 0.9068 | 0.9523 |
81
+ | No log | 0.7229 | 60 | 0.7565 | 0.5285 | 0.7565 | 0.8698 |
82
+ | No log | 0.7470 | 62 | 0.7963 | 0.3288 | 0.7963 | 0.8924 |
83
+ | No log | 0.7711 | 64 | 0.7870 | 0.2678 | 0.7870 | 0.8872 |
84
+ | No log | 0.7952 | 66 | 0.7456 | 0.2881 | 0.7456 | 0.8635 |
85
+ | No log | 0.8193 | 68 | 0.7386 | 0.4510 | 0.7386 | 0.8594 |
86
+ | No log | 0.8434 | 70 | 0.7236 | 0.3578 | 0.7236 | 0.8506 |
87
+ | No log | 0.8675 | 72 | 0.7178 | 0.3578 | 0.7178 | 0.8472 |
88
+ | No log | 0.8916 | 74 | 0.7778 | 0.3883 | 0.7778 | 0.8819 |
89
+ | No log | 0.9157 | 76 | 0.9800 | 0.4955 | 0.9800 | 0.9899 |
90
+ | No log | 0.9398 | 78 | 1.0793 | 0.5739 | 1.0793 | 1.0389 |
91
+ | No log | 0.9639 | 80 | 0.9830 | 0.5205 | 0.9830 | 0.9915 |
92
+ | No log | 0.9880 | 82 | 0.7414 | 0.3897 | 0.7414 | 0.8610 |
93
+ | No log | 1.0120 | 84 | 0.6821 | 0.5051 | 0.6821 | 0.8259 |
94
+ | No log | 1.0361 | 86 | 0.6278 | 0.4862 | 0.6278 | 0.7923 |
95
+ | No log | 1.0602 | 88 | 0.6069 | 0.5 | 0.6069 | 0.7790 |
96
+ | No log | 1.0843 | 90 | 0.6752 | 0.5401 | 0.6752 | 0.8217 |
97
+ | No log | 1.1084 | 92 | 0.7546 | 0.6478 | 0.7546 | 0.8687 |
98
+ | No log | 1.1325 | 94 | 0.8416 | 0.6478 | 0.8416 | 0.9174 |
99
+ | No log | 1.1566 | 96 | 0.9455 | 0.6564 | 0.9455 | 0.9724 |
100
+ | No log | 1.1807 | 98 | 1.0887 | 0.6733 | 1.0887 | 1.0434 |
101
+ | No log | 1.2048 | 100 | 1.2004 | 0.6733 | 1.2004 | 1.0957 |
102
+ | No log | 1.2289 | 102 | 1.0639 | 0.5855 | 1.0639 | 1.0314 |
103
+ | No log | 1.2530 | 104 | 0.9374 | 0.6013 | 0.9374 | 0.9682 |
104
+ | No log | 1.2771 | 106 | 1.0175 | 0.5392 | 1.0175 | 1.0087 |
105
+ | No log | 1.3012 | 108 | 1.1519 | 0.6449 | 1.1519 | 1.0732 |
106
+ | No log | 1.3253 | 110 | 1.0433 | 0.5735 | 1.0433 | 1.0214 |
107
+ | No log | 1.3494 | 112 | 1.1135 | 0.5333 | 1.1135 | 1.0552 |
108
+ | No log | 1.3735 | 114 | 1.0394 | 0.5333 | 1.0394 | 1.0195 |
109
+ | No log | 1.3976 | 116 | 1.0039 | 0.5817 | 1.0039 | 1.0019 |
110
+ | No log | 1.4217 | 118 | 1.0532 | 0.4919 | 1.0532 | 1.0263 |
111
+ | No log | 1.4458 | 120 | 1.1703 | 0.5372 | 1.1703 | 1.0818 |
112
+ | No log | 1.4699 | 122 | 1.3113 | 0.4340 | 1.3113 | 1.1451 |
113
+ | No log | 1.4940 | 124 | 1.0766 | 0.5850 | 1.0766 | 1.0376 |
114
+ | No log | 1.5181 | 126 | 0.8368 | 0.5817 | 0.8368 | 0.9148 |
115
+ | No log | 1.5422 | 128 | 0.8768 | 0.6667 | 0.8768 | 0.9364 |
116
+ | No log | 1.5663 | 130 | 0.8524 | 0.7042 | 0.8524 | 0.9232 |
117
+ | No log | 1.5904 | 132 | 0.9510 | 0.7042 | 0.9510 | 0.9752 |
118
+ | No log | 1.6145 | 134 | 1.1165 | 0.6290 | 1.1165 | 1.0566 |
119
+ | No log | 1.6386 | 136 | 0.9333 | 0.5789 | 0.9333 | 0.9661 |
120
+ | No log | 1.6627 | 138 | 0.6997 | 0.5545 | 0.6997 | 0.8365 |
121
+ | No log | 1.6867 | 140 | 0.5579 | 0.5532 | 0.5579 | 0.7469 |
122
+ | No log | 1.7108 | 142 | 0.4779 | 0.5984 | 0.4779 | 0.6913 |
123
+ | No log | 1.7349 | 144 | 0.4580 | 0.5749 | 0.4580 | 0.6767 |
124
+ | No log | 1.7590 | 146 | 0.4558 | 0.5227 | 0.4558 | 0.6751 |
125
+ | No log | 1.7831 | 148 | 0.4732 | 0.5772 | 0.4732 | 0.6879 |
126
+ | No log | 1.8072 | 150 | 0.4558 | 0.5468 | 0.4558 | 0.6752 |
127
+ | No log | 1.8313 | 152 | 0.4839 | 0.5333 | 0.4839 | 0.6957 |
128
+ | No log | 1.8554 | 154 | 0.6047 | 0.6566 | 0.6047 | 0.7776 |
129
+ | No log | 1.8795 | 156 | 0.7135 | 0.7390 | 0.7135 | 0.8447 |
130
+ | No log | 1.9036 | 158 | 0.8802 | 0.7667 | 0.8802 | 0.9382 |
131
+ | No log | 1.9277 | 160 | 0.9768 | 0.7667 | 0.9768 | 0.9883 |
132
+ | No log | 1.9518 | 162 | 0.9673 | 0.7667 | 0.9673 | 0.9835 |
133
+ | No log | 1.9759 | 164 | 0.7236 | 0.7317 | 0.7236 | 0.8506 |
134
+ | No log | 2.0 | 166 | 0.5113 | 0.7083 | 0.5113 | 0.7150 |
135
+ | No log | 2.0241 | 168 | 0.4857 | 0.6873 | 0.4857 | 0.6970 |
136
+ | No log | 2.0482 | 170 | 0.5350 | 0.7083 | 0.5350 | 0.7315 |
137
+ | No log | 2.0723 | 172 | 0.8896 | 0.7426 | 0.8896 | 0.9432 |
138
+ | No log | 2.0964 | 174 | 1.3157 | 0.5825 | 1.3157 | 1.1470 |
139
+ | No log | 2.1205 | 176 | 1.4089 | 0.5825 | 1.4089 | 1.1870 |
140
+ | No log | 2.1446 | 178 | 1.1704 | 0.6667 | 1.1704 | 1.0819 |
141
+ | No log | 2.1687 | 180 | 0.8419 | 0.6475 | 0.8419 | 0.9176 |
142
+ | No log | 2.1928 | 182 | 0.6380 | 0.6894 | 0.6380 | 0.7987 |
143
+ | No log | 2.2169 | 184 | 0.6236 | 0.7021 | 0.6236 | 0.7897 |
144
+ | No log | 2.2410 | 186 | 0.6872 | 0.6621 | 0.6872 | 0.8290 |
145
+ | No log | 2.2651 | 188 | 0.7705 | 0.7181 | 0.7705 | 0.8778 |
146
+ | No log | 2.2892 | 190 | 0.7664 | 0.6621 | 0.7664 | 0.8755 |
147
+ | No log | 2.3133 | 192 | 0.8890 | 0.6915 | 0.8890 | 0.9429 |
148
+ | No log | 2.3373 | 194 | 0.9798 | 0.6915 | 0.9798 | 0.9898 |
149
+ | No log | 2.3614 | 196 | 0.9539 | 0.6915 | 0.9539 | 0.9767 |
150
+ | No log | 2.3855 | 198 | 0.7792 | 0.6829 | 0.7792 | 0.8827 |
151
+ | No log | 2.4096 | 200 | 0.7101 | 0.6525 | 0.7101 | 0.8426 |
152
+ | No log | 2.4337 | 202 | 0.7067 | 0.6525 | 0.7067 | 0.8407 |
153
+ | No log | 2.4578 | 204 | 0.6950 | 0.5625 | 0.6950 | 0.8337 |
154
+ | No log | 2.4819 | 206 | 0.6826 | 0.4579 | 0.6826 | 0.8262 |
155
+ | No log | 2.5060 | 208 | 0.6917 | 0.5692 | 0.6917 | 0.8317 |
156
+ | No log | 2.5301 | 210 | 0.7205 | 0.6343 | 0.7205 | 0.8488 |
157
+ | No log | 2.5542 | 212 | 0.8028 | 0.6341 | 0.8028 | 0.8960 |
158
+ | No log | 2.5783 | 214 | 0.9773 | 0.6915 | 0.9773 | 0.9886 |
159
+ | No log | 2.6024 | 216 | 1.1273 | 0.6997 | 1.1273 | 1.0618 |
160
+ | No log | 2.6265 | 218 | 1.2232 | 0.6433 | 1.2232 | 1.1060 |
161
+ | No log | 2.6506 | 220 | 1.3314 | 0.6174 | 1.3314 | 1.1538 |
162
+ | No log | 2.6747 | 222 | 1.3829 | 0.6818 | 1.3829 | 1.1760 |
163
+ | No log | 2.6988 | 224 | 1.3203 | 0.6818 | 1.3203 | 1.1491 |
164
+ | No log | 2.7229 | 226 | 1.0783 | 0.6997 | 1.0783 | 1.0384 |
165
+ | No log | 2.7470 | 228 | 0.8051 | 0.6762 | 0.8051 | 0.8973 |
166
+ | No log | 2.7711 | 230 | 0.7005 | 0.5639 | 0.7005 | 0.8370 |
167
+ | No log | 2.7952 | 232 | 0.6981 | 0.4823 | 0.6981 | 0.8355 |
168
+ | No log | 2.8193 | 234 | 0.7526 | 0.6621 | 0.7526 | 0.8675 |
169
+ | No log | 2.8434 | 236 | 0.8619 | 0.7123 | 0.8619 | 0.9284 |
170
+ | No log | 2.8675 | 238 | 1.0191 | 0.6997 | 1.0191 | 1.0095 |
171
+ | No log | 2.8916 | 240 | 1.0433 | 0.6997 | 1.0433 | 1.0214 |
172
+ | No log | 2.9157 | 242 | 0.9261 | 0.7123 | 0.9261 | 0.9624 |
173
+ | No log | 2.9398 | 244 | 0.7670 | 0.6729 | 0.7670 | 0.8758 |
174
+ | No log | 2.9639 | 246 | 0.6858 | 0.6387 | 0.6858 | 0.8281 |
175
+ | No log | 2.9880 | 248 | 0.6445 | 0.6387 | 0.6445 | 0.8028 |
176
+ | No log | 3.0120 | 250 | 0.6628 | 0.7042 | 0.6628 | 0.8141 |
177
+ | No log | 3.0361 | 252 | 0.6851 | 0.6762 | 0.6851 | 0.8277 |
178
+ | No log | 3.0602 | 254 | 0.7055 | 0.6762 | 0.7055 | 0.8399 |
179
+ | No log | 3.0843 | 256 | 0.8008 | 0.7123 | 0.8008 | 0.8948 |
180
+ | No log | 3.1084 | 258 | 0.8205 | 0.7123 | 0.8205 | 0.9058 |
181
+ | No log | 3.1325 | 260 | 0.7964 | 0.7181 | 0.7964 | 0.8924 |
182
+ | No log | 3.1566 | 262 | 0.8275 | 0.7048 | 0.8275 | 0.9096 |
183
+ | No log | 3.1807 | 264 | 0.8348 | 0.5689 | 0.8348 | 0.9137 |
184
+ | No log | 3.2048 | 266 | 0.9262 | 0.7048 | 0.9262 | 0.9624 |
185
+ | No log | 3.2289 | 268 | 0.9832 | 0.7423 | 0.9832 | 0.9915 |
186
+ | No log | 3.2530 | 270 | 1.0876 | 0.7255 | 1.0876 | 1.0429 |
187
+ | No log | 3.2771 | 272 | 1.2309 | 0.6338 | 1.2309 | 1.1095 |
188
+ | No log | 3.3012 | 274 | 1.2475 | 0.6338 | 1.2475 | 1.1169 |
189
+ | No log | 3.3253 | 276 | 1.1670 | 0.6879 | 1.1670 | 1.0803 |
190
+ | No log | 3.3494 | 278 | 0.9877 | 0.7255 | 0.9877 | 0.9938 |
191
+ | No log | 3.3735 | 280 | 0.8983 | 0.7756 | 0.8983 | 0.9478 |
192
+ | No log | 3.3976 | 282 | 0.9426 | 0.7616 | 0.9426 | 0.9709 |
193
+ | No log | 3.4217 | 284 | 1.0350 | 0.7485 | 1.0350 | 1.0173 |
194
+ | No log | 3.4458 | 286 | 1.0578 | 0.7485 | 1.0578 | 1.0285 |
195
+ | No log | 3.4699 | 288 | 1.1090 | 0.7129 | 1.1090 | 1.0531 |
196
+ | No log | 3.4940 | 290 | 1.1063 | 0.7129 | 1.1063 | 1.0518 |
197
+ | No log | 3.5181 | 292 | 1.0463 | 0.7255 | 1.0463 | 1.0229 |
198
+ | No log | 3.5422 | 294 | 0.9456 | 0.7255 | 0.9456 | 0.9724 |
199
+ | No log | 3.5663 | 296 | 0.8411 | 0.7255 | 0.8411 | 0.9171 |
200
+ | No log | 3.5904 | 298 | 0.7774 | 0.7390 | 0.7774 | 0.8817 |
201
+ | No log | 3.6145 | 300 | 0.7403 | 0.7756 | 0.7403 | 0.8604 |
202
+ | No log | 3.6386 | 302 | 0.7364 | 0.7756 | 0.7364 | 0.8581 |
203
+ | No log | 3.6627 | 304 | 0.6998 | 0.7756 | 0.6998 | 0.8365 |
204
+ | No log | 3.6867 | 306 | 0.7076 | 0.7756 | 0.7076 | 0.8412 |
205
+ | No log | 3.7108 | 308 | 0.7564 | 0.7508 | 0.7564 | 0.8697 |
206
+ | No log | 3.7349 | 310 | 0.7698 | 0.7756 | 0.7698 | 0.8774 |
207
+ | No log | 3.7590 | 312 | 0.7705 | 0.7907 | 0.7705 | 0.8778 |
208
+ | No log | 3.7831 | 314 | 0.8107 | 0.7756 | 0.8107 | 0.9004 |
209
+ | No log | 3.8072 | 316 | 0.7682 | 0.7756 | 0.7682 | 0.8765 |
210
+ | No log | 3.8313 | 318 | 0.7318 | 0.7756 | 0.7318 | 0.8555 |
211
+ | No log | 3.8554 | 320 | 0.8228 | 0.7123 | 0.8228 | 0.9071 |
212
+ | No log | 3.8795 | 322 | 0.9154 | 0.7123 | 0.9154 | 0.9568 |
213
+ | No log | 3.9036 | 324 | 0.9645 | 0.7552 | 0.9645 | 0.9821 |
214
+ | No log | 3.9277 | 326 | 1.0195 | 0.7552 | 1.0195 | 1.0097 |
215
+ | No log | 3.9518 | 328 | 0.9053 | 0.7552 | 0.9053 | 0.9515 |
216
+ | No log | 3.9759 | 330 | 0.7455 | 0.7482 | 0.7455 | 0.8634 |
217
+ | No log | 4.0 | 332 | 0.6246 | 0.6762 | 0.6246 | 0.7903 |
218
+ | No log | 4.0241 | 334 | 0.5551 | 0.7317 | 0.5551 | 0.7450 |
219
+ | No log | 4.0482 | 336 | 0.4951 | 0.6934 | 0.4951 | 0.7037 |
220
+ | No log | 4.0723 | 338 | 0.5001 | 0.6934 | 0.5001 | 0.7072 |
221
+ | No log | 4.0964 | 340 | 0.5550 | 0.7492 | 0.5550 | 0.7450 |
222
+ | No log | 4.1205 | 342 | 0.6294 | 0.7799 | 0.6294 | 0.7934 |
223
+ | No log | 4.1446 | 344 | 0.7455 | 0.7123 | 0.7455 | 0.8634 |
224
+ | No log | 4.1687 | 346 | 0.8708 | 0.7123 | 0.8708 | 0.9332 |
225
+ | No log | 4.1928 | 348 | 0.9657 | 0.7820 | 0.9657 | 0.9827 |
226
+ | No log | 4.2169 | 350 | 1.0014 | 0.7123 | 1.0014 | 1.0007 |
227
+ | No log | 4.2410 | 352 | 1.0604 | 0.6997 | 1.0604 | 1.0298 |
228
+ | No log | 4.2651 | 354 | 1.0200 | 0.7123 | 1.0200 | 1.0100 |
229
+ | No log | 4.2892 | 356 | 0.8999 | 0.7508 | 0.8999 | 0.9486 |
230
+ | No log | 4.3133 | 358 | 0.7722 | 0.8 | 0.7722 | 0.8787 |
231
+ | No log | 4.3373 | 360 | 0.7742 | 0.7347 | 0.7742 | 0.8799 |
232
+ | No log | 4.3614 | 362 | 0.7896 | 0.7756 | 0.7896 | 0.8886 |
233
+ | No log | 4.3855 | 364 | 0.8612 | 0.7508 | 0.8612 | 0.9280 |
234
+ | No log | 4.4096 | 366 | 0.9484 | 0.7508 | 0.9484 | 0.9738 |
235
+ | No log | 4.4337 | 368 | 0.9582 | 0.7508 | 0.9582 | 0.9789 |
236
+ | No log | 4.4578 | 370 | 0.9128 | 0.7508 | 0.9128 | 0.9554 |
237
+ | No log | 4.4819 | 372 | 0.9130 | 0.7123 | 0.9130 | 0.9555 |
238
+ | No log | 4.5060 | 374 | 0.9328 | 0.7123 | 0.9328 | 0.9658 |
239
+ | No log | 4.5301 | 376 | 1.0299 | 0.7123 | 1.0299 | 1.0148 |
240
+ | No log | 4.5542 | 378 | 1.0717 | 0.6997 | 1.0717 | 1.0352 |
241
+ | No log | 4.5783 | 380 | 0.9832 | 0.7123 | 0.9832 | 0.9915 |
242
+ | No log | 4.6024 | 382 | 0.8156 | 0.7260 | 0.8156 | 0.9031 |
243
+ | No log | 4.6265 | 384 | 0.7122 | 0.7586 | 0.7122 | 0.8439 |
244
+ | No log | 4.6506 | 386 | 0.7050 | 0.6216 | 0.7050 | 0.8397 |
245
+ | No log | 4.6747 | 388 | 0.7394 | 0.6580 | 0.7394 | 0.8599 |
246
+ | No log | 4.6988 | 390 | 0.8485 | 0.6918 | 0.8485 | 0.9212 |
247
+ | No log | 4.7229 | 392 | 1.0062 | 0.7508 | 1.0062 | 1.0031 |
248
+ | No log | 4.7470 | 394 | 1.0399 | 0.7375 | 1.0399 | 1.0197 |
249
+ | No log | 4.7711 | 396 | 0.9840 | 0.7508 | 0.9840 | 0.9920 |
250
+ | No log | 4.7952 | 398 | 0.9589 | 0.7508 | 0.9589 | 0.9792 |
251
+ | No log | 4.8193 | 400 | 0.9649 | 0.7375 | 0.9649 | 0.9823 |
252
+ | No log | 4.8434 | 402 | 1.0151 | 0.6879 | 1.0151 | 1.0075 |
253
+ | No log | 4.8675 | 404 | 1.0395 | 0.6733 | 1.0395 | 1.0196 |
254
+ | No log | 4.8916 | 406 | 0.9995 | 0.6997 | 0.9995 | 0.9998 |
255
+ | No log | 4.9157 | 408 | 0.9065 | 0.6997 | 0.9065 | 0.9521 |
256
+ | No log | 4.9398 | 410 | 0.8159 | 0.7390 | 0.8159 | 0.9033 |
257
+ | No log | 4.9639 | 412 | 0.8116 | 0.7390 | 0.8116 | 0.9009 |
258
+ | No log | 4.9880 | 414 | 0.8204 | 0.7255 | 0.8204 | 0.9058 |
259
+ | No log | 5.0120 | 416 | 0.7929 | 0.7756 | 0.7929 | 0.8905 |
260
+ | No log | 5.0361 | 418 | 0.7422 | 0.7756 | 0.7422 | 0.8615 |
261
+ | No log | 5.0602 | 420 | 0.7041 | 0.7756 | 0.7041 | 0.8391 |
262
+ | No log | 5.0843 | 422 | 0.7450 | 0.7756 | 0.7450 | 0.8631 |
263
+ | No log | 5.1084 | 424 | 0.8228 | 0.7616 | 0.8228 | 0.9071 |
264
+ | No log | 5.1325 | 426 | 0.9326 | 0.7616 | 0.9326 | 0.9657 |
265
+ | No log | 5.1566 | 428 | 0.9442 | 0.7251 | 0.9442 | 0.9717 |
266
+ | No log | 5.1807 | 430 | 0.9056 | 0.7251 | 0.9056 | 0.9516 |
267
+ | No log | 5.2048 | 432 | 0.8571 | 0.7375 | 0.8571 | 0.9258 |
268
+ | No log | 5.2289 | 434 | 0.8317 | 0.7651 | 0.8317 | 0.9120 |
269
+ | No log | 5.2530 | 436 | 0.8269 | 0.7651 | 0.8269 | 0.9093 |
270
+ | No log | 5.2771 | 438 | 0.8296 | 0.7651 | 0.8296 | 0.9108 |
271
+ | No log | 5.3012 | 440 | 0.8725 | 0.7651 | 0.8725 | 0.9341 |
272
+ | No log | 5.3253 | 442 | 0.8667 | 0.7651 | 0.8667 | 0.9310 |
273
+ | No log | 5.3494 | 444 | 0.9136 | 0.7123 | 0.9136 | 0.9558 |
274
+ | No log | 5.3735 | 446 | 1.0068 | 0.6936 | 1.0068 | 1.0034 |
275
+ | No log | 5.3976 | 448 | 0.9848 | 0.6936 | 0.9848 | 0.9924 |
276
+ | No log | 5.4217 | 450 | 0.8940 | 0.7123 | 0.8940 | 0.9455 |
277
+ | No log | 5.4458 | 452 | 0.8301 | 0.7260 | 0.8301 | 0.9111 |
278
+ | No log | 5.4699 | 454 | 0.7471 | 0.7651 | 0.7471 | 0.8643 |
279
+ | No log | 5.4940 | 456 | 0.7229 | 0.7651 | 0.7229 | 0.8502 |
280
+ | No log | 5.5181 | 458 | 0.7292 | 0.7651 | 0.7292 | 0.8539 |
281
+ | No log | 5.5422 | 460 | 0.7499 | 0.7651 | 0.7499 | 0.8660 |
282
+ | No log | 5.5663 | 462 | 0.7594 | 0.7651 | 0.7594 | 0.8714 |
283
+ | No log | 5.5904 | 464 | 0.7966 | 0.7651 | 0.7966 | 0.8925 |
284
+ | No log | 5.6145 | 466 | 0.8306 | 0.7651 | 0.8306 | 0.9114 |
285
+ | No log | 5.6386 | 468 | 0.7974 | 0.7651 | 0.7974 | 0.8930 |
286
+ | No log | 5.6627 | 470 | 0.8129 | 0.7260 | 0.8129 | 0.9016 |
287
+ | No log | 5.6867 | 472 | 0.7814 | 0.7260 | 0.7814 | 0.8839 |
288
+ | No log | 5.7108 | 474 | 0.7886 | 0.7260 | 0.7886 | 0.8880 |
289
+ | No log | 5.7349 | 476 | 0.7719 | 0.6047 | 0.7719 | 0.8786 |
290
+ | No log | 5.7590 | 478 | 0.8185 | 0.7260 | 0.8185 | 0.9047 |
291
+ | No log | 5.7831 | 480 | 0.8227 | 0.7260 | 0.8227 | 0.9070 |
292
+ | No log | 5.8072 | 482 | 0.8327 | 0.7260 | 0.8327 | 0.9125 |
293
+ | No log | 5.8313 | 484 | 0.8131 | 0.7260 | 0.8131 | 0.9017 |
294
+ | No log | 5.8554 | 486 | 0.7745 | 0.7260 | 0.7745 | 0.8801 |
295
+ | No log | 5.8795 | 488 | 0.7841 | 0.7260 | 0.7841 | 0.8855 |
296
+ | No log | 5.9036 | 490 | 0.8355 | 0.7260 | 0.8355 | 0.9141 |
297
+ | No log | 5.9277 | 492 | 0.9245 | 0.6997 | 0.9245 | 0.9615 |
298
+ | No log | 5.9518 | 494 | 1.0028 | 0.6879 | 1.0028 | 1.0014 |
299
+ | No log | 5.9759 | 496 | 0.9939 | 0.6879 | 0.9939 | 0.9969 |
300
+ | No log | 6.0 | 498 | 0.9420 | 0.6997 | 0.9420 | 0.9706 |
301
+ | 0.9383 | 6.0241 | 500 | 0.9351 | 0.7616 | 0.9351 | 0.9670 |
302
+ | 0.9383 | 6.0482 | 502 | 0.8701 | 0.7423 | 0.8701 | 0.9328 |
303
+ | 0.9383 | 6.0723 | 504 | 0.8817 | 0.7556 | 0.8817 | 0.9390 |
304
+ | 0.9383 | 6.0964 | 506 | 0.9162 | 0.7756 | 0.9162 | 0.9572 |
305
+ | 0.9383 | 6.1205 | 508 | 0.9725 | 0.6997 | 0.9725 | 0.9861 |
306
+ | 0.9383 | 6.1446 | 510 | 0.9592 | 0.7123 | 0.9592 | 0.9794 |
307
+ | 0.9383 | 6.1687 | 512 | 0.9499 | 0.7123 | 0.9499 | 0.9746 |
308
+ | 0.9383 | 6.1928 | 514 | 0.9194 | 0.7123 | 0.9194 | 0.9589 |
309
+ | 0.9383 | 6.2169 | 516 | 0.8755 | 0.7123 | 0.8755 | 0.9357 |
310
+ | 0.9383 | 6.2410 | 518 | 0.8282 | 0.7123 | 0.8282 | 0.9100 |
311
+ | 0.9383 | 6.2651 | 520 | 0.8307 | 0.7390 | 0.8307 | 0.9114 |
312
+ | 0.9383 | 6.2892 | 522 | 0.8143 | 0.7556 | 0.8143 | 0.9024 |
313
+ | 0.9383 | 6.3133 | 524 | 0.8127 | 0.7556 | 0.8127 | 0.9015 |
314
+ | 0.9383 | 6.3373 | 526 | 0.8554 | 0.7556 | 0.8554 | 0.9249 |
315
+ | 0.9383 | 6.3614 | 528 | 0.9394 | 0.7123 | 0.9394 | 0.9692 |
316
+ | 0.9383 | 6.3855 | 530 | 1.1044 | 0.6522 | 1.1044 | 1.0509 |
317
+ | 0.9383 | 6.4096 | 532 | 1.2613 | 0.7147 | 1.2613 | 1.1231 |
318
+ | 0.9383 | 6.4337 | 534 | 1.3972 | 0.6899 | 1.3972 | 1.1820 |
319
+ | 0.9383 | 6.4578 | 536 | 1.3969 | 0.6899 | 1.3969 | 1.1819 |
320
+ | 0.9383 | 6.4819 | 538 | 1.2823 | 0.6899 | 1.2823 | 1.1324 |
321
+ | 0.9383 | 6.5060 | 540 | 1.0976 | 0.7273 | 1.0976 | 1.0477 |
322
+ | 0.9383 | 6.5301 | 542 | 0.8711 | 0.7123 | 0.8711 | 0.9333 |
323
+ | 0.9383 | 6.5542 | 544 | 0.6977 | 0.7123 | 0.6977 | 0.8353 |
324
+ | 0.9383 | 6.5783 | 546 | 0.6137 | 0.7742 | 0.6137 | 0.7834 |
325
+ | 0.9383 | 6.6024 | 548 | 0.5902 | 0.7742 | 0.5902 | 0.7682 |
326
+ | 0.9383 | 6.6265 | 550 | 0.5837 | 0.7425 | 0.5837 | 0.7640 |
327
+ | 0.9383 | 6.6506 | 552 | 0.6118 | 0.7742 | 0.6118 | 0.7822 |
328
+ | 0.9383 | 6.6747 | 554 | 0.6497 | 0.7697 | 0.6497 | 0.8060 |
329
+ | 0.9383 | 6.6988 | 556 | 0.6767 | 0.7317 | 0.6767 | 0.8226 |
330
+ | 0.9383 | 6.7229 | 558 | 0.7263 | 0.7123 | 0.7263 | 0.8523 |
331
+ | 0.9383 | 6.7470 | 560 | 0.7959 | 0.7123 | 0.7959 | 0.8921 |
332
+ | 0.9383 | 6.7711 | 562 | 0.8689 | 0.7123 | 0.8689 | 0.9322 |
333
+ | 0.9383 | 6.7952 | 564 | 0.9660 | 0.72 | 0.9660 | 0.9829 |
334
+ | 0.9383 | 6.8193 | 566 | 1.0180 | 0.72 | 1.0180 | 1.0090 |
335
+ | 0.9383 | 6.8434 | 568 | 1.0717 | 0.72 | 1.0717 | 1.0353 |
336
+ | 0.9383 | 6.8675 | 570 | 1.0259 | 0.72 | 1.0259 | 1.0129 |
337
+ | 0.9383 | 6.8916 | 572 | 0.9432 | 0.7123 | 0.9432 | 0.9712 |
338
+ | 0.9383 | 6.9157 | 574 | 0.8553 | 0.7123 | 0.8553 | 0.9248 |
339
+ | 0.9383 | 6.9398 | 576 | 0.7768 | 0.7317 | 0.7768 | 0.8814 |
340
+ | 0.9383 | 6.9639 | 578 | 0.7440 | 0.7697 | 0.7440 | 0.8625 |
341
+ | 0.9383 | 6.9880 | 580 | 0.7686 | 0.7317 | 0.7686 | 0.8767 |
342
+ | 0.9383 | 7.0120 | 582 | 0.8331 | 0.7123 | 0.8331 | 0.9127 |
343
+ | 0.9383 | 7.0361 | 584 | 0.9068 | 0.7123 | 0.9068 | 0.9522 |
344
+ | 0.9383 | 7.0602 | 586 | 0.9614 | 0.6997 | 0.9614 | 0.9805 |
345
+ | 0.9383 | 7.0843 | 588 | 0.9990 | 0.6997 | 0.9990 | 0.9995 |
346
+ | 0.9383 | 7.1084 | 590 | 1.0408 | 0.72 | 1.0408 | 1.0202 |
347
+ | 0.9383 | 7.1325 | 592 | 0.9951 | 0.72 | 0.9951 | 0.9975 |
348
+ | 0.9383 | 7.1566 | 594 | 0.9233 | 0.6997 | 0.9233 | 0.9609 |
349
+ | 0.9383 | 7.1807 | 596 | 0.8835 | 0.7123 | 0.8835 | 0.9399 |
350
+ | 0.9383 | 7.2048 | 598 | 0.8350 | 0.7123 | 0.8350 | 0.9138 |
351
+ | 0.9383 | 7.2289 | 600 | 0.8193 | 0.7123 | 0.8193 | 0.9051 |
352
+ | 0.9383 | 7.2530 | 602 | 0.8353 | 0.7123 | 0.8353 | 0.9140 |
353
+ | 0.9383 | 7.2771 | 604 | 0.8380 | 0.7336 | 0.8380 | 0.9154 |
354
+ | 0.9383 | 7.3012 | 606 | 0.8098 | 0.7123 | 0.8098 | 0.8999 |
355
+ | 0.9383 | 7.3253 | 608 | 0.8098 | 0.7123 | 0.8098 | 0.8999 |
356
+ | 0.9383 | 7.3494 | 610 | 0.7786 | 0.7535 | 0.7786 | 0.8824 |
357
+ | 0.9383 | 7.3735 | 612 | 0.7369 | 0.7535 | 0.7369 | 0.8584 |
358
+ | 0.9383 | 7.3976 | 614 | 0.7315 | 0.7535 | 0.7315 | 0.8553 |
359
+ | 0.9383 | 7.4217 | 616 | 0.7412 | 0.7535 | 0.7412 | 0.8610 |
360
+ | 0.9383 | 7.4458 | 618 | 0.7887 | 0.7390 | 0.7887 | 0.8881 |
361
+ | 0.9383 | 7.4699 | 620 | 0.8391 | 0.7123 | 0.8391 | 0.9160 |
362
+ | 0.9383 | 7.4940 | 622 | 0.8545 | 0.7123 | 0.8545 | 0.9244 |
363
+ | 0.9383 | 7.5181 | 624 | 0.8616 | 0.7123 | 0.8616 | 0.9282 |
364
+ | 0.9383 | 7.5422 | 626 | 0.8717 | 0.7123 | 0.8717 | 0.9337 |
365
+ | 0.9383 | 7.5663 | 628 | 0.8782 | 0.7123 | 0.8782 | 0.9371 |
366
+ | 0.9383 | 7.5904 | 630 | 0.9000 | 0.6997 | 0.9000 | 0.9487 |
367
+ | 0.9383 | 7.6145 | 632 | 0.9233 | 0.6997 | 0.9233 | 0.9609 |
368
+ | 0.9383 | 7.6386 | 634 | 0.9067 | 0.6997 | 0.9067 | 0.9522 |
369
+ | 0.9383 | 7.6627 | 636 | 0.8934 | 0.7123 | 0.8934 | 0.9452 |
370
+ | 0.9383 | 7.6867 | 638 | 0.8560 | 0.7123 | 0.8560 | 0.9252 |
371
+ | 0.9383 | 7.7108 | 640 | 0.8059 | 0.7123 | 0.8059 | 0.8977 |
372
+ | 0.9383 | 7.7349 | 642 | 0.7721 | 0.7123 | 0.7721 | 0.8787 |
373
+ | 0.9383 | 7.7590 | 644 | 0.7625 | 0.7123 | 0.7625 | 0.8732 |
374
+ | 0.9383 | 7.7831 | 646 | 0.7775 | 0.7123 | 0.7775 | 0.8818 |
375
+ | 0.9383 | 7.8072 | 648 | 0.8232 | 0.7123 | 0.8232 | 0.9073 |
376
+ | 0.9383 | 7.8313 | 650 | 0.8556 | 0.7123 | 0.8556 | 0.9250 |
377
+ | 0.9383 | 7.8554 | 652 | 0.8966 | 0.7123 | 0.8966 | 0.9469 |
378
+ | 0.9383 | 7.8795 | 654 | 0.8945 | 0.7123 | 0.8945 | 0.9458 |
379
+ | 0.9383 | 7.9036 | 656 | 0.8961 | 0.7123 | 0.8961 | 0.9466 |
380
+ | 0.9383 | 7.9277 | 658 | 0.8862 | 0.7123 | 0.8862 | 0.9414 |
381
+ | 0.9383 | 7.9518 | 660 | 0.8646 | 0.7123 | 0.8646 | 0.9298 |
382
+ | 0.9383 | 7.9759 | 662 | 0.8708 | 0.7123 | 0.8708 | 0.9332 |
383
+ | 0.9383 | 8.0 | 664 | 0.8793 | 0.7123 | 0.8793 | 0.9377 |
384
+ | 0.9383 | 8.0241 | 666 | 0.8701 | 0.7123 | 0.8701 | 0.9328 |
385
+ | 0.9383 | 8.0482 | 668 | 0.8786 | 0.7123 | 0.8786 | 0.9373 |
386
+ | 0.9383 | 8.0723 | 670 | 0.8706 | 0.7123 | 0.8706 | 0.9331 |
387
+ | 0.9383 | 8.0964 | 672 | 0.8561 | 0.7123 | 0.8561 | 0.9252 |
388
+ | 0.9383 | 8.1205 | 674 | 0.8512 | 0.7123 | 0.8512 | 0.9226 |
389
+ | 0.9383 | 8.1446 | 676 | 0.8623 | 0.7123 | 0.8623 | 0.9286 |
390
+ | 0.9383 | 8.1687 | 678 | 0.8736 | 0.7123 | 0.8736 | 0.9347 |
391
+ | 0.9383 | 8.1928 | 680 | 0.8928 | 0.6997 | 0.8928 | 0.9449 |
392
+ | 0.9383 | 8.2169 | 682 | 0.9424 | 0.6997 | 0.9424 | 0.9708 |
393
+ | 0.9383 | 8.2410 | 684 | 0.9897 | 0.6997 | 0.9897 | 0.9949 |
394
+ | 0.9383 | 8.2651 | 686 | 1.0121 | 0.7074 | 1.0121 | 1.0060 |
395
+ | 0.9383 | 8.2892 | 688 | 1.0398 | 0.7074 | 1.0398 | 1.0197 |
396
+ | 0.9383 | 8.3133 | 690 | 1.0321 | 0.7074 | 1.0321 | 1.0159 |
397
+ | 0.9383 | 8.3373 | 692 | 1.0280 | 0.6879 | 1.0280 | 1.0139 |
398
+ | 0.9383 | 8.3614 | 694 | 1.0116 | 0.6879 | 1.0116 | 1.0058 |
399
+ | 0.9383 | 8.3855 | 696 | 0.9793 | 0.6879 | 0.9793 | 0.9896 |
400
+ | 0.9383 | 8.4096 | 698 | 0.9615 | 0.6997 | 0.9615 | 0.9806 |
401
+ | 0.9383 | 8.4337 | 700 | 0.9676 | 0.6997 | 0.9676 | 0.9837 |
402
+ | 0.9383 | 8.4578 | 702 | 0.9721 | 0.6997 | 0.9721 | 0.9860 |
403
+ | 0.9383 | 8.4819 | 704 | 0.9718 | 0.6997 | 0.9718 | 0.9858 |
404
+ | 0.9383 | 8.5060 | 706 | 0.9596 | 0.6997 | 0.9596 | 0.9796 |
405
+ | 0.9383 | 8.5301 | 708 | 0.9622 | 0.6997 | 0.9622 | 0.9809 |
406
+ | 0.9383 | 8.5542 | 710 | 0.9453 | 0.6997 | 0.9453 | 0.9723 |
407
+ | 0.9383 | 8.5783 | 712 | 0.9040 | 0.6997 | 0.9040 | 0.9508 |
408
+ | 0.9383 | 8.6024 | 714 | 0.8693 | 0.7123 | 0.8693 | 0.9324 |
409
+ | 0.9383 | 8.6265 | 716 | 0.8362 | 0.7123 | 0.8362 | 0.9144 |
410
+ | 0.9383 | 8.6506 | 718 | 0.8120 | 0.7123 | 0.8120 | 0.9011 |
411
+ | 0.9383 | 8.6747 | 720 | 0.8080 | 0.7390 | 0.8080 | 0.8989 |
412
+ | 0.9383 | 8.6988 | 722 | 0.7953 | 0.7390 | 0.7953 | 0.8918 |
413
+ | 0.9383 | 8.7229 | 724 | 0.8007 | 0.7390 | 0.8007 | 0.8948 |
414
+ | 0.9383 | 8.7470 | 726 | 0.8187 | 0.7123 | 0.8187 | 0.9048 |
415
+ | 0.9383 | 8.7711 | 728 | 0.8412 | 0.7123 | 0.8412 | 0.9172 |
416
+ | 0.9383 | 8.7952 | 730 | 0.8508 | 0.7123 | 0.8508 | 0.9224 |
417
+ | 0.9383 | 8.8193 | 732 | 0.8617 | 0.7123 | 0.8617 | 0.9283 |
418
+ | 0.9383 | 8.8434 | 734 | 0.8797 | 0.7123 | 0.8797 | 0.9379 |
419
+ | 0.9383 | 8.8675 | 736 | 0.8836 | 0.7123 | 0.8836 | 0.9400 |
420
+ | 0.9383 | 8.8916 | 738 | 0.8804 | 0.7123 | 0.8804 | 0.9383 |
421
+ | 0.9383 | 8.9157 | 740 | 0.8932 | 0.6997 | 0.8932 | 0.9451 |
422
+ | 0.9383 | 8.9398 | 742 | 0.9152 | 0.6997 | 0.9152 | 0.9567 |
423
+ | 0.9383 | 8.9639 | 744 | 0.9323 | 0.6997 | 0.9323 | 0.9655 |
424
+ | 0.9383 | 8.9880 | 746 | 0.9452 | 0.6997 | 0.9452 | 0.9722 |
425
+ | 0.9383 | 9.0120 | 748 | 0.9505 | 0.6997 | 0.9505 | 0.9750 |
426
+ | 0.9383 | 9.0361 | 750 | 0.9374 | 0.6997 | 0.9374 | 0.9682 |
427
+ | 0.9383 | 9.0602 | 752 | 0.9218 | 0.6997 | 0.9218 | 0.9601 |
428
+ | 0.9383 | 9.0843 | 754 | 0.9082 | 0.7123 | 0.9082 | 0.9530 |
429
+ | 0.9383 | 9.1084 | 756 | 0.8862 | 0.7123 | 0.8862 | 0.9414 |
430
+ | 0.9383 | 9.1325 | 758 | 0.8851 | 0.7123 | 0.8851 | 0.9408 |
431
+ | 0.9383 | 9.1566 | 760 | 0.8867 | 0.7123 | 0.8867 | 0.9416 |
432
+ | 0.9383 | 9.1807 | 762 | 0.9049 | 0.7123 | 0.9049 | 0.9512 |
433
+ | 0.9383 | 9.2048 | 764 | 0.9284 | 0.6997 | 0.9284 | 0.9635 |
434
+ | 0.9383 | 9.2289 | 766 | 0.9597 | 0.6997 | 0.9597 | 0.9796 |
435
+ | 0.9383 | 9.2530 | 768 | 0.9894 | 0.6879 | 0.9894 | 0.9947 |
436
+ | 0.9383 | 9.2771 | 770 | 0.9974 | 0.6879 | 0.9974 | 0.9987 |
437
+ | 0.9383 | 9.3012 | 772 | 0.9970 | 0.6879 | 0.9970 | 0.9985 |
438
+ | 0.9383 | 9.3253 | 774 | 0.9941 | 0.6879 | 0.9941 | 0.9971 |
439
+ | 0.9383 | 9.3494 | 776 | 0.9819 | 0.6879 | 0.9819 | 0.9909 |
440
+ | 0.9383 | 9.3735 | 778 | 0.9659 | 0.6997 | 0.9659 | 0.9828 |
441
+ | 0.9383 | 9.3976 | 780 | 0.9555 | 0.6997 | 0.9555 | 0.9775 |
442
+ | 0.9383 | 9.4217 | 782 | 0.9566 | 0.6997 | 0.9566 | 0.9780 |
443
+ | 0.9383 | 9.4458 | 784 | 0.9511 | 0.6997 | 0.9511 | 0.9752 |
444
+ | 0.9383 | 9.4699 | 786 | 0.9503 | 0.6997 | 0.9503 | 0.9749 |
445
+ | 0.9383 | 9.4940 | 788 | 0.9426 | 0.6997 | 0.9426 | 0.9709 |
446
+ | 0.9383 | 9.5181 | 790 | 0.9286 | 0.7123 | 0.9286 | 0.9636 |
447
+ | 0.9383 | 9.5422 | 792 | 0.9078 | 0.7123 | 0.9078 | 0.9528 |
448
+ | 0.9383 | 9.5663 | 794 | 0.8836 | 0.7123 | 0.8836 | 0.9400 |
449
+ | 0.9383 | 9.5904 | 796 | 0.8681 | 0.7390 | 0.8681 | 0.9317 |
450
+ | 0.9383 | 9.6145 | 798 | 0.8601 | 0.7390 | 0.8601 | 0.9274 |
451
+ | 0.9383 | 9.6386 | 800 | 0.8538 | 0.7390 | 0.8538 | 0.9240 |
452
+ | 0.9383 | 9.6627 | 802 | 0.8422 | 0.7756 | 0.8422 | 0.9177 |
453
+ | 0.9383 | 9.6867 | 804 | 0.8335 | 0.7756 | 0.8335 | 0.9130 |
454
+ | 0.9383 | 9.7108 | 806 | 0.8269 | 0.7756 | 0.8269 | 0.9094 |
455
+ | 0.9383 | 9.7349 | 808 | 0.8240 | 0.7756 | 0.8240 | 0.9078 |
456
+ | 0.9383 | 9.7590 | 810 | 0.8245 | 0.7756 | 0.8245 | 0.9080 |
457
+ | 0.9383 | 9.7831 | 812 | 0.8231 | 0.7756 | 0.8231 | 0.9073 |
458
+ | 0.9383 | 9.8072 | 814 | 0.8224 | 0.7756 | 0.8224 | 0.9069 |
459
+ | 0.9383 | 9.8313 | 816 | 0.8203 | 0.7756 | 0.8203 | 0.9057 |
460
+ | 0.9383 | 9.8554 | 818 | 0.8171 | 0.7756 | 0.8171 | 0.9039 |
461
+ | 0.9383 | 9.8795 | 820 | 0.8139 | 0.7907 | 0.8139 | 0.9022 |
462
+ | 0.9383 | 9.9036 | 822 | 0.8132 | 0.7907 | 0.8132 | 0.9018 |
463
+ | 0.9383 | 9.9277 | 824 | 0.8145 | 0.7907 | 0.8145 | 0.9025 |
464
+ | 0.9383 | 9.9518 | 826 | 0.8152 | 0.7907 | 0.8152 | 0.9029 |
465
+ | 0.9383 | 9.9759 | 828 | 0.8156 | 0.7907 | 0.8156 | 0.9031 |
466
+ | 0.9383 | 10.0 | 830 | 0.8157 | 0.7907 | 0.8157 | 0.9032 |
467
 
468
 
469
  ### Framework versions