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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task2_organization

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Training in progress, step 500

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  1. README.md +266 -288
  2. model.safetensors +1 -1
  3. training_args.bin +2 -2
README.md CHANGED
@@ -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: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task2_organization
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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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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task2_organization
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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: 0.8210
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- - Qwk: 0.4337
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- - Mse: 0.8210
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- - Rmse: 0.9061
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  ## Model description
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@@ -47,288 +47,266 @@ 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 | 0.0351 | 2 | 4.6038 | 0.0010 | 4.6038 | 2.1457 |
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- | No log | 0.0702 | 4 | 2.6514 | -0.0040 | 2.6514 | 1.6283 |
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- | No log | 0.1053 | 6 | 1.7217 | 0.0062 | 1.7217 | 1.3121 |
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- | No log | 0.1404 | 8 | 1.5584 | 0.0372 | 1.5584 | 1.2484 |
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- | No log | 0.1754 | 10 | 1.3720 | 0.0393 | 1.3720 | 1.1713 |
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- | No log | 0.2105 | 12 | 1.5303 | 0.1522 | 1.5303 | 1.2370 |
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- | No log | 0.2456 | 14 | 1.4657 | 0.1195 | 1.4657 | 1.2106 |
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- | No log | 0.2807 | 16 | 1.8663 | 0.0828 | 1.8663 | 1.3661 |
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- | No log | 0.3158 | 18 | 2.1301 | 0.1422 | 2.1301 | 1.4595 |
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- | No log | 0.3509 | 20 | 1.5617 | 0.1304 | 1.5617 | 1.2497 |
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- | No log | 0.3860 | 22 | 1.2096 | 0.2935 | 1.2096 | 1.0998 |
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- | No log | 0.4211 | 24 | 1.1986 | 0.3098 | 1.1986 | 1.0948 |
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- | No log | 0.4561 | 26 | 1.3760 | 0.1080 | 1.3760 | 1.1730 |
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- | No log | 0.4912 | 28 | 1.5803 | 0.0766 | 1.5803 | 1.2571 |
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- | No log | 0.5263 | 30 | 1.5369 | 0.1028 | 1.5369 | 1.2397 |
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- | No log | 0.5614 | 32 | 1.3990 | 0.1111 | 1.3990 | 1.1828 |
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- | No log | 0.5965 | 34 | 1.3130 | 0.1418 | 1.3130 | 1.1459 |
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- | No log | 0.6316 | 36 | 1.2948 | 0.1279 | 1.2948 | 1.1379 |
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- | No log | 0.6667 | 38 | 1.2189 | 0.2071 | 1.2189 | 1.1040 |
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- | No log | 0.7018 | 40 | 1.1386 | 0.2110 | 1.1386 | 1.0670 |
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- | No log | 0.7368 | 42 | 1.2920 | 0.1387 | 1.2920 | 1.1367 |
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- | No log | 0.7719 | 44 | 1.2572 | 0.1907 | 1.2572 | 1.1213 |
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- | No log | 0.8070 | 46 | 1.3705 | 0.1702 | 1.3705 | 1.1707 |
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- | No log | 0.8421 | 48 | 1.5035 | 0.2129 | 1.5035 | 1.2262 |
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- | No log | 0.8772 | 50 | 1.5353 | 0.2492 | 1.5353 | 1.2391 |
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- | No log | 0.9123 | 52 | 1.2017 | 0.2411 | 1.2017 | 1.0962 |
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- | No log | 0.9474 | 54 | 1.1023 | 0.2060 | 1.1023 | 1.0499 |
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- | No log | 0.9825 | 56 | 0.9782 | 0.3365 | 0.9782 | 0.9890 |
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- | No log | 1.0175 | 58 | 0.9679 | 0.4033 | 0.9679 | 0.9838 |
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- | No log | 1.0526 | 60 | 0.9785 | 0.3981 | 0.9785 | 0.9892 |
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- | No log | 1.0877 | 62 | 1.0364 | 0.3534 | 1.0364 | 1.0180 |
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- | No log | 1.1228 | 64 | 1.0347 | 0.4347 | 1.0347 | 1.0172 |
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- | No log | 1.1579 | 66 | 1.3210 | 0.3123 | 1.3210 | 1.1494 |
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- | No log | 1.1930 | 68 | 1.4985 | 0.2905 | 1.4985 | 1.2241 |
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- | No log | 1.2281 | 70 | 1.2546 | 0.4102 | 1.2546 | 1.1201 |
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- | No log | 1.2632 | 72 | 0.9469 | 0.4435 | 0.9469 | 0.9731 |
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- | No log | 1.2982 | 74 | 0.9550 | 0.4120 | 0.9550 | 0.9772 |
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- | No log | 1.3333 | 76 | 0.8578 | 0.4690 | 0.8578 | 0.9262 |
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- | No log | 1.3684 | 78 | 0.8129 | 0.4910 | 0.8129 | 0.9016 |
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- | No log | 1.4035 | 80 | 0.7899 | 0.5501 | 0.7899 | 0.8888 |
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- | No log | 1.4386 | 82 | 0.8501 | 0.5495 | 0.8501 | 0.9220 |
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- | No log | 1.4737 | 84 | 1.0437 | 0.4894 | 1.0437 | 1.0216 |
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- | No log | 1.5088 | 86 | 0.9661 | 0.5508 | 0.9661 | 0.9829 |
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- | No log | 1.5439 | 88 | 0.8429 | 0.4731 | 0.8429 | 0.9181 |
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- | No log | 1.5789 | 90 | 0.8596 | 0.4740 | 0.8596 | 0.9271 |
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- | No log | 1.6140 | 92 | 0.8715 | 0.4949 | 0.8715 | 0.9335 |
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- | No log | 1.6491 | 94 | 0.8514 | 0.4195 | 0.8514 | 0.9227 |
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- | No log | 1.6842 | 96 | 1.0173 | 0.5177 | 1.0173 | 1.0086 |
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- | No log | 1.7193 | 98 | 1.1188 | 0.3956 | 1.1188 | 1.0578 |
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- | No log | 1.7544 | 100 | 0.9067 | 0.5393 | 0.9067 | 0.9522 |
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- | No log | 1.7895 | 102 | 0.9161 | 0.5617 | 0.9161 | 0.9571 |
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- | No log | 1.8246 | 104 | 1.3376 | 0.3360 | 1.3376 | 1.1566 |
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- | No log | 1.8596 | 106 | 1.4017 | 0.2714 | 1.4017 | 1.1839 |
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- | No log | 1.8947 | 108 | 0.9555 | 0.5472 | 0.9555 | 0.9775 |
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- | No log | 1.9298 | 110 | 0.7375 | 0.5198 | 0.7375 | 0.8588 |
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- | No log | 1.9649 | 112 | 0.7381 | 0.5645 | 0.7381 | 0.8591 |
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- | No log | 2.0 | 114 | 0.7196 | 0.5661 | 0.7196 | 0.8483 |
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- | No log | 2.0351 | 116 | 0.7512 | 0.4611 | 0.7512 | 0.8667 |
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- | No log | 2.0702 | 118 | 0.7455 | 0.5176 | 0.7455 | 0.8634 |
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- | No log | 2.1053 | 120 | 0.8802 | 0.4947 | 0.8802 | 0.9382 |
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- | No log | 2.1404 | 122 | 1.0296 | 0.4839 | 1.0296 | 1.0147 |
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- | No log | 2.1754 | 124 | 0.9683 | 0.4921 | 0.9683 | 0.9840 |
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- | No log | 2.2105 | 126 | 0.7889 | 0.4738 | 0.7889 | 0.8882 |
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- | No log | 2.2456 | 128 | 0.8381 | 0.5227 | 0.8381 | 0.9155 |
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- | No log | 2.2807 | 130 | 0.8037 | 0.5041 | 0.8037 | 0.8965 |
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- | No log | 2.3158 | 132 | 0.8735 | 0.5724 | 0.8735 | 0.9346 |
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- | No log | 2.3509 | 134 | 1.4214 | 0.3712 | 1.4214 | 1.1922 |
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- | No log | 2.3860 | 136 | 1.7731 | 0.2544 | 1.7731 | 1.3316 |
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- | No log | 2.4211 | 138 | 1.5519 | 0.3256 | 1.5519 | 1.2457 |
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- | No log | 2.4561 | 140 | 0.9616 | 0.5399 | 0.9616 | 0.9806 |
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- | No log | 2.4912 | 142 | 0.8122 | 0.4841 | 0.8122 | 0.9012 |
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- | No log | 2.5263 | 144 | 0.8847 | 0.4681 | 0.8847 | 0.9406 |
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- | No log | 2.5614 | 146 | 0.8100 | 0.4810 | 0.8100 | 0.9000 |
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- | No log | 2.5965 | 148 | 0.9050 | 0.4413 | 0.9050 | 0.9513 |
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- | No log | 2.6316 | 150 | 0.9696 | 0.4059 | 0.9696 | 0.9847 |
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- | No log | 2.6667 | 152 | 0.9333 | 0.4413 | 0.9333 | 0.9661 |
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- | No log | 2.7018 | 154 | 0.8576 | 0.4681 | 0.8576 | 0.9261 |
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- | No log | 2.7368 | 156 | 0.8488 | 0.4719 | 0.8488 | 0.9213 |
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- | No log | 2.7719 | 158 | 0.8657 | 0.4489 | 0.8657 | 0.9304 |
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- | No log | 2.8070 | 160 | 1.1297 | 0.4267 | 1.1297 | 1.0629 |
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- | No log | 2.8421 | 162 | 1.2943 | 0.3238 | 1.2943 | 1.1377 |
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- | No log | 2.8772 | 164 | 1.0448 | 0.4141 | 1.0448 | 1.0222 |
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- | No log | 2.9123 | 166 | 1.0046 | 0.4792 | 1.0046 | 1.0023 |
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- | No log | 2.9474 | 168 | 1.0403 | 0.4528 | 1.0403 | 1.0200 |
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- | No log | 2.9825 | 170 | 0.9675 | 0.3966 | 0.9675 | 0.9836 |
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- | No log | 3.0175 | 172 | 0.9493 | 0.4349 | 0.9493 | 0.9743 |
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- | No log | 3.0526 | 174 | 1.0034 | 0.4030 | 1.0034 | 1.0017 |
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- | No log | 3.0877 | 176 | 1.0433 | 0.3753 | 1.0433 | 1.0214 |
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- | No log | 3.1228 | 178 | 0.9755 | 0.4211 | 0.9755 | 0.9877 |
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- | No log | 3.1579 | 180 | 0.8960 | 0.4600 | 0.8960 | 0.9466 |
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- | No log | 3.1930 | 182 | 0.9179 | 0.4549 | 0.9179 | 0.9581 |
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- | No log | 3.2281 | 184 | 1.0467 | 0.4323 | 1.0467 | 1.0231 |
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- | No log | 3.2632 | 186 | 1.1975 | 0.3470 | 1.1975 | 1.0943 |
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- | No log | 3.2982 | 188 | 1.1771 | 0.3470 | 1.1771 | 1.0849 |
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- | No log | 3.3333 | 190 | 1.0873 | 0.4412 | 1.0873 | 1.0428 |
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- | No log | 3.3684 | 192 | 0.9508 | 0.4212 | 0.9508 | 0.9751 |
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- | No log | 3.4035 | 194 | 0.8788 | 0.4159 | 0.8788 | 0.9374 |
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- | No log | 3.4386 | 196 | 0.8952 | 0.4792 | 0.8952 | 0.9462 |
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- | No log | 3.4737 | 198 | 0.9381 | 0.4211 | 0.9381 | 0.9686 |
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- | No log | 3.5088 | 200 | 0.9143 | 0.4102 | 0.9143 | 0.9562 |
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- | No log | 3.5439 | 202 | 0.9238 | 0.4181 | 0.9238 | 0.9611 |
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- | No log | 3.5789 | 204 | 0.9371 | 0.4081 | 0.9371 | 0.9680 |
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- | No log | 3.6140 | 206 | 1.0012 | 0.3433 | 1.0012 | 1.0006 |
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- | No log | 3.6491 | 208 | 1.0007 | 0.3433 | 1.0007 | 1.0004 |
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- | No log | 3.6842 | 210 | 0.9198 | 0.4077 | 0.9198 | 0.9591 |
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- | No log | 3.7193 | 212 | 0.9135 | 0.4142 | 0.9135 | 0.9558 |
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- | No log | 3.7544 | 214 | 0.9459 | 0.3478 | 0.9459 | 0.9726 |
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- | No log | 3.7895 | 216 | 0.9034 | 0.3854 | 0.9034 | 0.9505 |
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- | No log | 3.8246 | 218 | 0.8781 | 0.4158 | 0.8781 | 0.9371 |
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- | No log | 3.8596 | 220 | 0.8889 | 0.5006 | 0.8889 | 0.9428 |
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- | No log | 3.8947 | 222 | 0.8148 | 0.4885 | 0.8148 | 0.9027 |
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- | No log | 3.9298 | 224 | 0.7932 | 0.5844 | 0.7932 | 0.8906 |
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- | No log | 3.9649 | 226 | 0.9994 | 0.5184 | 0.9994 | 0.9997 |
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- | No log | 4.0 | 228 | 1.0050 | 0.5168 | 1.0050 | 1.0025 |
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- | No log | 4.0351 | 230 | 0.8622 | 0.6220 | 0.8622 | 0.9285 |
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- | No log | 4.0702 | 232 | 0.7770 | 0.5235 | 0.7770 | 0.8815 |
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- | No log | 4.1053 | 234 | 0.8253 | 0.4703 | 0.8253 | 0.9085 |
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- | No log | 4.1404 | 236 | 0.7819 | 0.4741 | 0.7819 | 0.8842 |
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- | No log | 4.1754 | 238 | 0.7430 | 0.5420 | 0.7430 | 0.8620 |
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- | No log | 4.2105 | 240 | 0.8288 | 0.5374 | 0.8288 | 0.9104 |
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- | No log | 4.2456 | 242 | 0.8581 | 0.4898 | 0.8581 | 0.9263 |
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- | No log | 4.2807 | 244 | 0.8052 | 0.5392 | 0.8052 | 0.8973 |
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- | No log | 4.3158 | 246 | 0.7577 | 0.4929 | 0.7577 | 0.8705 |
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- | No log | 4.3509 | 248 | 0.8402 | 0.5167 | 0.8402 | 0.9166 |
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- | No log | 4.3860 | 250 | 0.8348 | 0.5462 | 0.8348 | 0.9137 |
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- | No log | 4.4211 | 252 | 0.7489 | 0.5024 | 0.7489 | 0.8654 |
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- | No log | 4.4561 | 254 | 0.7690 | 0.5059 | 0.7690 | 0.8769 |
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- | No log | 4.4912 | 256 | 0.7583 | 0.5059 | 0.7583 | 0.8708 |
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- | No log | 4.5263 | 258 | 0.7341 | 0.5024 | 0.7341 | 0.8568 |
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- | No log | 4.5614 | 260 | 0.7864 | 0.5115 | 0.7864 | 0.8868 |
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- | No log | 4.5965 | 262 | 0.8008 | 0.5345 | 0.8008 | 0.8949 |
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- | No log | 4.6316 | 264 | 0.7621 | 0.4929 | 0.7621 | 0.8730 |
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- | No log | 4.6667 | 266 | 0.7492 | 0.5759 | 0.7492 | 0.8656 |
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- | No log | 4.7018 | 268 | 0.7589 | 0.5581 | 0.7589 | 0.8711 |
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- | No log | 4.7368 | 270 | 0.7621 | 0.4853 | 0.7621 | 0.8730 |
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- | No log | 4.7719 | 272 | 0.7685 | 0.4598 | 0.7685 | 0.8767 |
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- | No log | 4.8070 | 274 | 0.7597 | 0.4929 | 0.7597 | 0.8716 |
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- | No log | 4.8421 | 276 | 0.7508 | 0.4866 | 0.7508 | 0.8665 |
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- | No log | 4.8772 | 278 | 0.7446 | 0.4866 | 0.7446 | 0.8629 |
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- | No log | 4.9123 | 280 | 0.7467 | 0.5169 | 0.7467 | 0.8641 |
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- | No log | 4.9474 | 282 | 0.7620 | 0.4893 | 0.7620 | 0.8729 |
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- | No log | 4.9825 | 284 | 0.7304 | 0.5263 | 0.7304 | 0.8546 |
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- | No log | 5.0175 | 286 | 0.7112 | 0.5607 | 0.7112 | 0.8433 |
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- | No log | 5.0526 | 288 | 0.7426 | 0.5477 | 0.7426 | 0.8618 |
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- | No log | 5.0877 | 290 | 0.9074 | 0.4833 | 0.9074 | 0.9526 |
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- | No log | 5.1228 | 292 | 0.9219 | 0.4862 | 0.9219 | 0.9602 |
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- | No log | 5.1579 | 294 | 0.8730 | 0.5231 | 0.8730 | 0.9344 |
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- | No log | 5.1930 | 296 | 0.8352 | 0.5120 | 0.8352 | 0.9139 |
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- | No log | 5.2281 | 298 | 0.8104 | 0.4874 | 0.8104 | 0.9002 |
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- | No log | 5.2632 | 300 | 0.8373 | 0.4926 | 0.8373 | 0.9151 |
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- | No log | 5.2982 | 302 | 0.7748 | 0.5497 | 0.7748 | 0.8802 |
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- | No log | 5.3333 | 304 | 0.7581 | 0.5161 | 0.7581 | 0.8707 |
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- | No log | 5.3684 | 306 | 0.7601 | 0.5658 | 0.7601 | 0.8718 |
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- | No log | 5.4035 | 308 | 0.7545 | 0.5376 | 0.7545 | 0.8686 |
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- | No log | 5.4386 | 310 | 0.8264 | 0.5625 | 0.8264 | 0.9091 |
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- | No log | 5.4737 | 312 | 0.8413 | 0.5306 | 0.8413 | 0.9172 |
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- | No log | 5.5088 | 314 | 0.7910 | 0.4656 | 0.7910 | 0.8894 |
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- | No log | 5.5439 | 316 | 0.8060 | 0.3933 | 0.8060 | 0.8978 |
210
- | No log | 5.5789 | 318 | 0.8326 | 0.4260 | 0.8326 | 0.9125 |
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- | No log | 5.6140 | 320 | 0.8399 | 0.4526 | 0.8399 | 0.9164 |
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- | No log | 5.6491 | 322 | 0.8433 | 0.4979 | 0.8433 | 0.9183 |
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- | No log | 5.6842 | 324 | 0.8144 | 0.4979 | 0.8144 | 0.9025 |
214
- | No log | 5.7193 | 326 | 0.7757 | 0.4792 | 0.7757 | 0.8808 |
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- | No log | 5.7544 | 328 | 0.7460 | 0.5253 | 0.7460 | 0.8637 |
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- | No log | 5.7895 | 330 | 0.7305 | 0.5524 | 0.7305 | 0.8547 |
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- | No log | 5.8246 | 332 | 0.7239 | 0.5233 | 0.7239 | 0.8508 |
218
- | No log | 5.8596 | 334 | 0.7602 | 0.5069 | 0.7602 | 0.8719 |
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- | No log | 5.8947 | 336 | 0.7750 | 0.4848 | 0.7750 | 0.8804 |
220
- | No log | 5.9298 | 338 | 0.7658 | 0.4701 | 0.7658 | 0.8751 |
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- | No log | 5.9649 | 340 | 0.7906 | 0.4385 | 0.7906 | 0.8892 |
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- | No log | 6.0 | 342 | 0.7958 | 0.4385 | 0.7958 | 0.8921 |
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- | No log | 6.0351 | 344 | 0.7669 | 0.4324 | 0.7669 | 0.8757 |
224
- | No log | 6.0702 | 346 | 0.7569 | 0.4772 | 0.7569 | 0.8700 |
225
- | No log | 6.1053 | 348 | 0.7511 | 0.5157 | 0.7511 | 0.8666 |
226
- | No log | 6.1404 | 350 | 0.7544 | 0.5072 | 0.7544 | 0.8686 |
227
- | No log | 6.1754 | 352 | 0.7763 | 0.5209 | 0.7763 | 0.8811 |
228
- | No log | 6.2105 | 354 | 0.7660 | 0.5618 | 0.7660 | 0.8752 |
229
- | No log | 6.2456 | 356 | 0.7406 | 0.5618 | 0.7406 | 0.8606 |
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- | No log | 6.2807 | 358 | 0.7210 | 0.5660 | 0.7210 | 0.8491 |
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- | No log | 6.3158 | 360 | 0.7106 | 0.5749 | 0.7106 | 0.8430 |
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- | No log | 6.3509 | 362 | 0.7119 | 0.5912 | 0.7119 | 0.8438 |
233
- | No log | 6.3860 | 364 | 0.7750 | 0.5886 | 0.7750 | 0.8803 |
234
- | No log | 6.4211 | 366 | 0.7479 | 0.5695 | 0.7479 | 0.8648 |
235
- | No log | 6.4561 | 368 | 0.6749 | 0.5870 | 0.6749 | 0.8215 |
236
- | No log | 6.4912 | 370 | 0.6988 | 0.5426 | 0.6988 | 0.8359 |
237
- | No log | 6.5263 | 372 | 0.7805 | 0.5368 | 0.7805 | 0.8835 |
238
- | No log | 6.5614 | 374 | 0.7715 | 0.5828 | 0.7715 | 0.8783 |
239
- | No log | 6.5965 | 376 | 0.6796 | 0.5968 | 0.6796 | 0.8244 |
240
- | No log | 6.6316 | 378 | 0.6393 | 0.6635 | 0.6393 | 0.7995 |
241
- | No log | 6.6667 | 380 | 0.6502 | 0.5339 | 0.6502 | 0.8064 |
242
- | No log | 6.7018 | 382 | 0.6598 | 0.5339 | 0.6598 | 0.8123 |
243
- | No log | 6.7368 | 384 | 0.6538 | 0.6780 | 0.6538 | 0.8086 |
244
- | No log | 6.7719 | 386 | 0.7244 | 0.5675 | 0.7244 | 0.8511 |
245
- | No log | 6.8070 | 388 | 0.7595 | 0.5353 | 0.7595 | 0.8715 |
246
- | No log | 6.8421 | 390 | 0.7104 | 0.5692 | 0.7104 | 0.8429 |
247
- | No log | 6.8772 | 392 | 0.7144 | 0.4993 | 0.7144 | 0.8452 |
248
- | No log | 6.9123 | 394 | 0.7553 | 0.4888 | 0.7553 | 0.8691 |
249
- | No log | 6.9474 | 396 | 0.7768 | 0.4341 | 0.7768 | 0.8814 |
250
- | No log | 6.9825 | 398 | 0.7514 | 0.4888 | 0.7514 | 0.8668 |
251
- | No log | 7.0175 | 400 | 0.7232 | 0.5042 | 0.7232 | 0.8504 |
252
- | No log | 7.0526 | 402 | 0.7179 | 0.4975 | 0.7179 | 0.8473 |
253
- | No log | 7.0877 | 404 | 0.7328 | 0.4666 | 0.7328 | 0.8560 |
254
- | No log | 7.1228 | 406 | 0.7812 | 0.5068 | 0.7812 | 0.8838 |
255
- | No log | 7.1579 | 408 | 0.7679 | 0.4344 | 0.7679 | 0.8763 |
256
- | No log | 7.1930 | 410 | 0.7738 | 0.4301 | 0.7738 | 0.8796 |
257
- | No log | 7.2281 | 412 | 0.7769 | 0.4406 | 0.7769 | 0.8814 |
258
- | No log | 7.2632 | 414 | 0.7645 | 0.4301 | 0.7645 | 0.8743 |
259
- | No log | 7.2982 | 416 | 0.7933 | 0.4654 | 0.7933 | 0.8907 |
260
- | No log | 7.3333 | 418 | 0.8533 | 0.5357 | 0.8533 | 0.9237 |
261
- | No log | 7.3684 | 420 | 0.7852 | 0.5094 | 0.7852 | 0.8861 |
262
- | No log | 7.4035 | 422 | 0.6742 | 0.5404 | 0.6742 | 0.8211 |
263
- | No log | 7.4386 | 424 | 0.6639 | 0.6311 | 0.6639 | 0.8148 |
264
- | No log | 7.4737 | 426 | 0.6634 | 0.6609 | 0.6634 | 0.8145 |
265
- | No log | 7.5088 | 428 | 0.6797 | 0.5209 | 0.6797 | 0.8244 |
266
- | No log | 7.5439 | 430 | 0.7755 | 0.5394 | 0.7755 | 0.8806 |
267
- | No log | 7.5789 | 432 | 0.7518 | 0.5603 | 0.7518 | 0.8671 |
268
- | No log | 7.6140 | 434 | 0.6695 | 0.5399 | 0.6695 | 0.8183 |
269
- | No log | 7.6491 | 436 | 0.6610 | 0.5661 | 0.6610 | 0.8130 |
270
- | No log | 7.6842 | 438 | 0.6623 | 0.5661 | 0.6623 | 0.8138 |
271
- | No log | 7.7193 | 440 | 0.6561 | 0.5590 | 0.6561 | 0.8100 |
272
- | No log | 7.7544 | 442 | 0.6666 | 0.5843 | 0.6666 | 0.8165 |
273
- | No log | 7.7895 | 444 | 0.7310 | 0.5354 | 0.7310 | 0.8550 |
274
- | No log | 7.8246 | 446 | 0.8096 | 0.5240 | 0.8096 | 0.8998 |
275
- | No log | 7.8596 | 448 | 0.7348 | 0.5577 | 0.7348 | 0.8572 |
276
- | No log | 7.8947 | 450 | 0.6656 | 0.5495 | 0.6656 | 0.8158 |
277
- | No log | 7.9298 | 452 | 0.7375 | 0.5567 | 0.7375 | 0.8588 |
278
- | No log | 7.9649 | 454 | 0.7861 | 0.5739 | 0.7861 | 0.8866 |
279
- | No log | 8.0 | 456 | 0.7512 | 0.5663 | 0.7512 | 0.8667 |
280
- | No log | 8.0351 | 458 | 0.6896 | 0.4701 | 0.6896 | 0.8304 |
281
- | No log | 8.0702 | 460 | 0.6983 | 0.4439 | 0.6983 | 0.8356 |
282
- | No log | 8.1053 | 462 | 0.7049 | 0.4841 | 0.7049 | 0.8396 |
283
- | No log | 8.1404 | 464 | 0.6987 | 0.4706 | 0.6987 | 0.8359 |
284
- | No log | 8.1754 | 466 | 0.6980 | 0.3771 | 0.6980 | 0.8355 |
285
- | No log | 8.2105 | 468 | 0.7487 | 0.5202 | 0.7487 | 0.8653 |
286
- | No log | 8.2456 | 470 | 0.7627 | 0.5202 | 0.7627 | 0.8733 |
287
- | No log | 8.2807 | 472 | 0.7828 | 0.4978 | 0.7828 | 0.8848 |
288
- | No log | 8.3158 | 474 | 0.8135 | 0.4246 | 0.8135 | 0.9020 |
289
- | No log | 8.3509 | 476 | 0.8057 | 0.4139 | 0.8057 | 0.8976 |
290
- | No log | 8.3860 | 478 | 0.7873 | 0.4570 | 0.7873 | 0.8873 |
291
- | No log | 8.4211 | 480 | 0.8281 | 0.5258 | 0.8281 | 0.9100 |
292
- | No log | 8.4561 | 482 | 0.8125 | 0.5258 | 0.8125 | 0.9014 |
293
- | No log | 8.4912 | 484 | 0.7650 | 0.4632 | 0.7650 | 0.8746 |
294
- | No log | 8.5263 | 486 | 0.7519 | 0.4632 | 0.7519 | 0.8671 |
295
- | No log | 8.5614 | 488 | 0.7361 | 0.4157 | 0.7361 | 0.8580 |
296
- | No log | 8.5965 | 490 | 0.7352 | 0.4511 | 0.7352 | 0.8574 |
297
- | No log | 8.6316 | 492 | 0.7441 | 0.4511 | 0.7441 | 0.8626 |
298
- | No log | 8.6667 | 494 | 0.7451 | 0.4507 | 0.7451 | 0.8632 |
299
- | No log | 8.7018 | 496 | 0.7304 | 0.4507 | 0.7304 | 0.8546 |
300
- | No log | 8.7368 | 498 | 0.7129 | 0.4763 | 0.7129 | 0.8444 |
301
- | 0.3147 | 8.7719 | 500 | 0.7122 | 0.5249 | 0.7122 | 0.8439 |
302
- | 0.3147 | 8.8070 | 502 | 0.6934 | 0.5451 | 0.6934 | 0.8327 |
303
- | 0.3147 | 8.8421 | 504 | 0.6549 | 0.5959 | 0.6549 | 0.8093 |
304
- | 0.3147 | 8.8772 | 506 | 0.6250 | 0.6383 | 0.6250 | 0.7906 |
305
- | 0.3147 | 8.9123 | 508 | 0.6204 | 0.6397 | 0.6204 | 0.7876 |
306
- | 0.3147 | 8.9474 | 510 | 0.6266 | 0.6380 | 0.6266 | 0.7916 |
307
- | 0.3147 | 8.9825 | 512 | 0.6459 | 0.6025 | 0.6459 | 0.8037 |
308
- | 0.3147 | 9.0175 | 514 | 0.6738 | 0.5236 | 0.6738 | 0.8208 |
309
- | 0.3147 | 9.0526 | 516 | 0.6951 | 0.4993 | 0.6951 | 0.8337 |
310
- | 0.3147 | 9.0877 | 518 | 0.7049 | 0.4397 | 0.7049 | 0.8396 |
311
- | 0.3147 | 9.1228 | 520 | 0.6989 | 0.4768 | 0.6989 | 0.8360 |
312
- | 0.3147 | 9.1579 | 522 | 0.6997 | 0.5968 | 0.6997 | 0.8365 |
313
- | 0.3147 | 9.1930 | 524 | 0.6957 | 0.6052 | 0.6957 | 0.8341 |
314
- | 0.3147 | 9.2281 | 526 | 0.6751 | 0.6086 | 0.6751 | 0.8216 |
315
- | 0.3147 | 9.2632 | 528 | 0.6706 | 0.6095 | 0.6706 | 0.8189 |
316
- | 0.3147 | 9.2982 | 530 | 0.6904 | 0.5477 | 0.6904 | 0.8309 |
317
- | 0.3147 | 9.3333 | 532 | 0.6764 | 0.5976 | 0.6764 | 0.8225 |
318
- | 0.3147 | 9.3684 | 534 | 0.6678 | 0.6517 | 0.6678 | 0.8172 |
319
- | 0.3147 | 9.4035 | 536 | 0.7093 | 0.6098 | 0.7093 | 0.8422 |
320
- | 0.3147 | 9.4386 | 538 | 0.7137 | 0.5663 | 0.7137 | 0.8448 |
321
- | 0.3147 | 9.4737 | 540 | 0.7224 | 0.5061 | 0.7224 | 0.8499 |
322
- | 0.3147 | 9.5088 | 542 | 0.7409 | 0.4730 | 0.7409 | 0.8608 |
323
- | 0.3147 | 9.5439 | 544 | 0.7354 | 0.5332 | 0.7354 | 0.8576 |
324
- | 0.3147 | 9.5789 | 546 | 0.7321 | 0.5339 | 0.7321 | 0.8556 |
325
- | 0.3147 | 9.6140 | 548 | 0.7120 | 0.5404 | 0.7120 | 0.8438 |
326
- | 0.3147 | 9.6491 | 550 | 0.7055 | 0.5320 | 0.7055 | 0.8399 |
327
- | 0.3147 | 9.6842 | 552 | 0.7165 | 0.5089 | 0.7165 | 0.8465 |
328
- | 0.3147 | 9.7193 | 554 | 0.7649 | 0.4696 | 0.7649 | 0.8746 |
329
- | 0.3147 | 9.7544 | 556 | 0.7960 | 0.4476 | 0.7960 | 0.8922 |
330
- | 0.3147 | 9.7895 | 558 | 0.8281 | 0.4513 | 0.8281 | 0.9100 |
331
- | 0.3147 | 9.8246 | 560 | 0.8210 | 0.4337 | 0.8210 | 0.9061 |
332
 
333
 
334
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task2_organization
8
  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
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.8617
19
+ - Qwk: 0.4220
20
+ - Mse: 0.8617
21
+ - Rmse: 0.9283
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0392 | 2 | 4.6805 | -0.0132 | 4.6805 | 2.1635 |
53
+ | No log | 0.0784 | 4 | 2.6738 | -0.0084 | 2.6738 | 1.6352 |
54
+ | No log | 0.1176 | 6 | 2.4271 | -0.1115 | 2.4271 | 1.5579 |
55
+ | No log | 0.1569 | 8 | 2.0600 | -0.0017 | 2.0600 | 1.4353 |
56
+ | No log | 0.1961 | 10 | 1.3955 | 0.0661 | 1.3955 | 1.1813 |
57
+ | No log | 0.2353 | 12 | 1.2844 | 0.0561 | 1.2844 | 1.1333 |
58
+ | No log | 0.2745 | 14 | 1.3536 | 0.0488 | 1.3536 | 1.1634 |
59
+ | No log | 0.3137 | 16 | 1.4246 | 0.0488 | 1.4246 | 1.1935 |
60
+ | No log | 0.3529 | 18 | 1.5773 | 0.0 | 1.5773 | 1.2559 |
61
+ | No log | 0.3922 | 20 | 1.6455 | 0.0169 | 1.6455 | 1.2828 |
62
+ | No log | 0.4314 | 22 | 1.3891 | 0.0038 | 1.3891 | 1.1786 |
63
+ | No log | 0.4706 | 24 | 1.3973 | -0.0132 | 1.3973 | 1.1821 |
64
+ | No log | 0.5098 | 26 | 1.4647 | -0.0132 | 1.4647 | 1.2102 |
65
+ | No log | 0.5490 | 28 | 1.2120 | 0.2245 | 1.2120 | 1.1009 |
66
+ | No log | 0.5882 | 30 | 1.1904 | 0.2342 | 1.1904 | 1.0911 |
67
+ | No log | 0.6275 | 32 | 1.3581 | 0.0600 | 1.3581 | 1.1654 |
68
+ | No log | 0.6667 | 34 | 1.3790 | 0.0600 | 1.3790 | 1.1743 |
69
+ | No log | 0.7059 | 36 | 1.3767 | 0.0750 | 1.3767 | 1.1733 |
70
+ | No log | 0.7451 | 38 | 1.4080 | 0.0750 | 1.4080 | 1.1866 |
71
+ | No log | 0.7843 | 40 | 1.3509 | 0.1495 | 1.3509 | 1.1623 |
72
+ | No log | 0.8235 | 42 | 1.2776 | 0.2108 | 1.2776 | 1.1303 |
73
+ | No log | 0.8627 | 44 | 1.2322 | 0.1904 | 1.2322 | 1.1100 |
74
+ | No log | 0.9020 | 46 | 1.3957 | 0.0955 | 1.3957 | 1.1814 |
75
+ | No log | 0.9412 | 48 | 1.5660 | 0.0310 | 1.5660 | 1.2514 |
76
+ | No log | 0.9804 | 50 | 1.4056 | 0.1842 | 1.4056 | 1.1856 |
77
+ | No log | 1.0196 | 52 | 1.3778 | 0.2377 | 1.3778 | 1.1738 |
78
+ | No log | 1.0588 | 54 | 1.3796 | 0.2544 | 1.3796 | 1.1745 |
79
+ | No log | 1.0980 | 56 | 1.2416 | 0.2149 | 1.2416 | 1.1143 |
80
+ | No log | 1.1373 | 58 | 1.1237 | 0.2537 | 1.1237 | 1.0601 |
81
+ | No log | 1.1765 | 60 | 1.1783 | 0.2374 | 1.1783 | 1.0855 |
82
+ | No log | 1.2157 | 62 | 1.2600 | 0.2283 | 1.2600 | 1.1225 |
83
+ | No log | 1.2549 | 64 | 1.2494 | 0.1638 | 1.2494 | 1.1178 |
84
+ | No log | 1.2941 | 66 | 1.1574 | 0.2167 | 1.1574 | 1.0758 |
85
+ | No log | 1.3333 | 68 | 1.1305 | 0.2167 | 1.1305 | 1.0632 |
86
+ | No log | 1.3725 | 70 | 1.1658 | 0.2532 | 1.1658 | 1.0797 |
87
+ | No log | 1.4118 | 72 | 1.3829 | 0.1738 | 1.3829 | 1.1760 |
88
+ | No log | 1.4510 | 74 | 1.5409 | 0.1457 | 1.5409 | 1.2413 |
89
+ | No log | 1.4902 | 76 | 1.7079 | 0.0800 | 1.7079 | 1.3069 |
90
+ | No log | 1.5294 | 78 | 1.6392 | 0.0568 | 1.6392 | 1.2803 |
91
+ | No log | 1.5686 | 80 | 1.3314 | 0.1438 | 1.3314 | 1.1539 |
92
+ | No log | 1.6078 | 82 | 1.1382 | 0.2589 | 1.1382 | 1.0669 |
93
+ | No log | 1.6471 | 84 | 1.0333 | 0.3195 | 1.0333 | 1.0165 |
94
+ | No log | 1.6863 | 86 | 1.0151 | 0.3404 | 1.0151 | 1.0075 |
95
+ | No log | 1.7255 | 88 | 1.0314 | 0.2938 | 1.0314 | 1.0156 |
96
+ | No log | 1.7647 | 90 | 1.1807 | 0.2095 | 1.1807 | 1.0866 |
97
+ | No log | 1.8039 | 92 | 1.6365 | 0.1117 | 1.6365 | 1.2793 |
98
+ | No log | 1.8431 | 94 | 2.2214 | 0.1489 | 2.2214 | 1.4904 |
99
+ | No log | 1.8824 | 96 | 2.3773 | 0.1258 | 2.3773 | 1.5419 |
100
+ | No log | 1.9216 | 98 | 2.1821 | 0.2008 | 2.1821 | 1.4772 |
101
+ | No log | 1.9608 | 100 | 1.8052 | 0.2012 | 1.8052 | 1.3436 |
102
+ | No log | 2.0 | 102 | 1.3041 | 0.1535 | 1.3041 | 1.1420 |
103
+ | No log | 2.0392 | 104 | 1.0108 | 0.2738 | 1.0108 | 1.0054 |
104
+ | No log | 2.0784 | 106 | 0.9505 | 0.4033 | 0.9505 | 0.9749 |
105
+ | No log | 2.1176 | 108 | 0.8971 | 0.4645 | 0.8971 | 0.9471 |
106
+ | No log | 2.1569 | 110 | 0.8907 | 0.4645 | 0.8907 | 0.9438 |
107
+ | No log | 2.1961 | 112 | 0.9243 | 0.4197 | 0.9243 | 0.9614 |
108
+ | No log | 2.2353 | 114 | 1.0148 | 0.3613 | 1.0148 | 1.0073 |
109
+ | No log | 2.2745 | 116 | 1.0794 | 0.3484 | 1.0794 | 1.0390 |
110
+ | No log | 2.3137 | 118 | 1.0855 | 0.3584 | 1.0855 | 1.0419 |
111
+ | No log | 2.3529 | 120 | 1.0386 | 0.3798 | 1.0386 | 1.0191 |
112
+ | No log | 2.3922 | 122 | 0.9869 | 0.3837 | 0.9869 | 0.9934 |
113
+ | No log | 2.4314 | 124 | 1.0951 | 0.3363 | 1.0951 | 1.0465 |
114
+ | No log | 2.4706 | 126 | 1.0979 | 0.2734 | 1.0979 | 1.0478 |
115
+ | No log | 2.5098 | 128 | 1.1317 | 0.3416 | 1.1317 | 1.0638 |
116
+ | No log | 2.5490 | 130 | 1.1018 | 0.2734 | 1.1018 | 1.0496 |
117
+ | No log | 2.5882 | 132 | 1.0157 | 0.3117 | 1.0157 | 1.0078 |
118
+ | No log | 2.6275 | 134 | 0.9381 | 0.4549 | 0.9381 | 0.9686 |
119
+ | No log | 2.6667 | 136 | 0.9465 | 0.4549 | 0.9465 | 0.9729 |
120
+ | No log | 2.7059 | 138 | 0.9773 | 0.3841 | 0.9773 | 0.9886 |
121
+ | No log | 2.7451 | 140 | 0.9099 | 0.4368 | 0.9099 | 0.9539 |
122
+ | No log | 2.7843 | 142 | 0.8638 | 0.4527 | 0.8638 | 0.9294 |
123
+ | No log | 2.8235 | 144 | 0.8544 | 0.4637 | 0.8544 | 0.9244 |
124
+ | No log | 2.8627 | 146 | 0.9392 | 0.4703 | 0.9392 | 0.9691 |
125
+ | No log | 2.9020 | 148 | 0.9266 | 0.5333 | 0.9266 | 0.9626 |
126
+ | No log | 2.9412 | 150 | 0.8093 | 0.6167 | 0.8093 | 0.8996 |
127
+ | No log | 2.9804 | 152 | 0.8601 | 0.4175 | 0.8601 | 0.9274 |
128
+ | No log | 3.0196 | 154 | 0.9404 | 0.3287 | 0.9404 | 0.9698 |
129
+ | No log | 3.0588 | 156 | 0.9617 | 0.3149 | 0.9617 | 0.9807 |
130
+ | No log | 3.0980 | 158 | 0.9668 | 0.4591 | 0.9668 | 0.9833 |
131
+ | No log | 3.1373 | 160 | 0.9711 | 0.4691 | 0.9711 | 0.9855 |
132
+ | No log | 3.1765 | 162 | 0.9248 | 0.4681 | 0.9248 | 0.9617 |
133
+ | No log | 3.2157 | 164 | 0.8787 | 0.5458 | 0.8787 | 0.9374 |
134
+ | No log | 3.2549 | 166 | 0.8352 | 0.5526 | 0.8352 | 0.9139 |
135
+ | No log | 3.2941 | 168 | 0.8331 | 0.5756 | 0.8331 | 0.9128 |
136
+ | No log | 3.3333 | 170 | 0.9259 | 0.5147 | 0.9259 | 0.9623 |
137
+ | No log | 3.3725 | 172 | 0.8950 | 0.5154 | 0.8950 | 0.9461 |
138
+ | No log | 3.4118 | 174 | 1.0169 | 0.3385 | 1.0169 | 1.0084 |
139
+ | No log | 3.4510 | 176 | 1.3691 | 0.3001 | 1.3691 | 1.1701 |
140
+ | No log | 3.4902 | 178 | 1.2906 | 0.3702 | 1.2906 | 1.1361 |
141
+ | No log | 3.5294 | 180 | 1.0114 | 0.3521 | 1.0114 | 1.0057 |
142
+ | No log | 3.5686 | 182 | 0.8751 | 0.4626 | 0.8751 | 0.9355 |
143
+ | No log | 3.6078 | 184 | 0.8740 | 0.5329 | 0.8740 | 0.9349 |
144
+ | No log | 3.6471 | 186 | 0.8692 | 0.5155 | 0.8692 | 0.9323 |
145
+ | No log | 3.6863 | 188 | 0.9598 | 0.3149 | 0.9598 | 0.9797 |
146
+ | No log | 3.7255 | 190 | 1.0935 | 0.3410 | 1.0936 | 1.0457 |
147
+ | No log | 3.7647 | 192 | 1.0933 | 0.4267 | 1.0933 | 1.0456 |
148
+ | No log | 3.8039 | 194 | 0.9682 | 0.4303 | 0.9682 | 0.9840 |
149
+ | No log | 3.8431 | 196 | 0.9472 | 0.4626 | 0.9472 | 0.9733 |
150
+ | No log | 3.8824 | 198 | 0.9848 | 0.3374 | 0.9848 | 0.9924 |
151
+ | No log | 3.9216 | 200 | 1.0061 | 0.3758 | 1.0061 | 1.0030 |
152
+ | No log | 3.9608 | 202 | 1.0043 | 0.4699 | 1.0043 | 1.0022 |
153
+ | No log | 4.0 | 204 | 1.0780 | 0.4119 | 1.0780 | 1.0382 |
154
+ | No log | 4.0392 | 206 | 1.0010 | 0.4556 | 1.0010 | 1.0005 |
155
+ | No log | 4.0784 | 208 | 0.9168 | 0.4826 | 0.9168 | 0.9575 |
156
+ | No log | 4.1176 | 210 | 0.9659 | 0.4334 | 0.9659 | 0.9828 |
157
+ | No log | 4.1569 | 212 | 0.9399 | 0.4775 | 0.9399 | 0.9695 |
158
+ | No log | 4.1961 | 214 | 0.8783 | 0.4879 | 0.8783 | 0.9372 |
159
+ | No log | 4.2353 | 216 | 0.8624 | 0.4930 | 0.8624 | 0.9287 |
160
+ | No log | 4.2745 | 218 | 0.8706 | 0.5283 | 0.8706 | 0.9331 |
161
+ | No log | 4.3137 | 220 | 0.8888 | 0.5450 | 0.8888 | 0.9428 |
162
+ | No log | 4.3529 | 222 | 1.0378 | 0.3990 | 1.0378 | 1.0187 |
163
+ | No log | 4.3922 | 224 | 1.1014 | 0.3673 | 1.1014 | 1.0495 |
164
+ | No log | 4.4314 | 226 | 1.0202 | 0.4286 | 1.0202 | 1.0101 |
165
+ | No log | 4.4706 | 228 | 0.8880 | 0.5450 | 0.8880 | 0.9423 |
166
+ | No log | 4.5098 | 230 | 0.8636 | 0.5058 | 0.8636 | 0.9293 |
167
+ | No log | 4.5490 | 232 | 0.8895 | 0.5291 | 0.8895 | 0.9431 |
168
+ | No log | 4.5882 | 234 | 0.8942 | 0.5291 | 0.8942 | 0.9456 |
169
+ | No log | 4.6275 | 236 | 0.8422 | 0.4789 | 0.8422 | 0.9177 |
170
+ | No log | 4.6667 | 238 | 0.8856 | 0.5259 | 0.8856 | 0.9411 |
171
+ | No log | 4.7059 | 240 | 0.9355 | 0.4662 | 0.9355 | 0.9672 |
172
+ | No log | 4.7451 | 242 | 0.9534 | 0.4346 | 0.9534 | 0.9764 |
173
+ | No log | 4.7843 | 244 | 0.9926 | 0.3945 | 0.9926 | 0.9963 |
174
+ | No log | 4.8235 | 246 | 1.0758 | 0.3918 | 1.0758 | 1.0372 |
175
+ | No log | 4.8627 | 248 | 1.0341 | 0.3465 | 1.0341 | 1.0169 |
176
+ | No log | 4.9020 | 250 | 1.0061 | 0.4444 | 1.0061 | 1.0030 |
177
+ | No log | 4.9412 | 252 | 1.0022 | 0.4256 | 1.0022 | 1.0011 |
178
+ | No log | 4.9804 | 254 | 1.0061 | 0.4450 | 1.0061 | 1.0030 |
179
+ | No log | 5.0196 | 256 | 1.0082 | 0.3794 | 1.0082 | 1.0041 |
180
+ | No log | 5.0588 | 258 | 1.0095 | 0.3794 | 1.0095 | 1.0048 |
181
+ | No log | 5.0980 | 260 | 1.0098 | 0.4346 | 1.0098 | 1.0049 |
182
+ | No log | 5.1373 | 262 | 1.0904 | 0.4050 | 1.0904 | 1.0442 |
183
+ | No log | 5.1765 | 264 | 1.1586 | 0.3826 | 1.1586 | 1.0764 |
184
+ | No log | 5.2157 | 266 | 1.1098 | 0.3933 | 1.1098 | 1.0535 |
185
+ | No log | 5.2549 | 268 | 1.0723 | 0.3708 | 1.0723 | 1.0355 |
186
+ | No log | 5.2941 | 270 | 1.0672 | 0.3326 | 1.0672 | 1.0331 |
187
+ | No log | 5.3333 | 272 | 1.0333 | 0.3998 | 1.0333 | 1.0165 |
188
+ | No log | 5.3725 | 274 | 1.0074 | 0.3155 | 1.0074 | 1.0037 |
189
+ | No log | 5.4118 | 276 | 0.9641 | 0.3938 | 0.9641 | 0.9819 |
190
+ | No log | 5.4510 | 278 | 0.9424 | 0.4369 | 0.9424 | 0.9708 |
191
+ | No log | 5.4902 | 280 | 0.9287 | 0.4527 | 0.9287 | 0.9637 |
192
+ | No log | 5.5294 | 282 | 0.9250 | 0.4374 | 0.9250 | 0.9618 |
193
+ | No log | 5.5686 | 284 | 0.9248 | 0.4125 | 0.9248 | 0.9617 |
194
+ | No log | 5.6078 | 286 | 0.9373 | 0.3957 | 0.9373 | 0.9681 |
195
+ | No log | 5.6471 | 288 | 0.9111 | 0.4964 | 0.9111 | 0.9545 |
196
+ | No log | 5.6863 | 290 | 0.9393 | 0.4176 | 0.9393 | 0.9692 |
197
+ | No log | 5.7255 | 292 | 0.9243 | 0.4176 | 0.9243 | 0.9614 |
198
+ | No log | 5.7647 | 294 | 0.8929 | 0.4256 | 0.8929 | 0.9449 |
199
+ | No log | 5.8039 | 296 | 0.9299 | 0.4579 | 0.9299 | 0.9643 |
200
+ | No log | 5.8431 | 298 | 0.9399 | 0.4785 | 0.9399 | 0.9695 |
201
+ | No log | 5.8824 | 300 | 0.9113 | 0.4593 | 0.9113 | 0.9546 |
202
+ | No log | 5.9216 | 302 | 0.9508 | 0.5253 | 0.9508 | 0.9751 |
203
+ | No log | 5.9608 | 304 | 0.9091 | 0.4514 | 0.9091 | 0.9535 |
204
+ | No log | 6.0 | 306 | 0.9063 | 0.5029 | 0.9063 | 0.9520 |
205
+ | No log | 6.0392 | 308 | 0.9690 | 0.4510 | 0.9690 | 0.9844 |
206
+ | No log | 6.0784 | 310 | 0.9085 | 0.5073 | 0.9085 | 0.9531 |
207
+ | No log | 6.1176 | 312 | 0.8337 | 0.4801 | 0.8337 | 0.9131 |
208
+ | No log | 6.1569 | 314 | 0.8375 | 0.4801 | 0.8375 | 0.9151 |
209
+ | No log | 6.1961 | 316 | 0.8534 | 0.4705 | 0.8534 | 0.9238 |
210
+ | No log | 6.2353 | 318 | 0.8730 | 0.4705 | 0.8730 | 0.9344 |
211
+ | No log | 6.2745 | 320 | 0.9101 | 0.4256 | 0.9101 | 0.9540 |
212
+ | No log | 6.3137 | 322 | 0.9366 | 0.3788 | 0.9366 | 0.9678 |
213
+ | No log | 6.3529 | 324 | 0.9344 | 0.3788 | 0.9344 | 0.9667 |
214
+ | No log | 6.3922 | 326 | 0.9331 | 0.3987 | 0.9331 | 0.9659 |
215
+ | No log | 6.4314 | 328 | 0.9874 | 0.4202 | 0.9874 | 0.9937 |
216
+ | No log | 6.4706 | 330 | 0.9828 | 0.4439 | 0.9828 | 0.9914 |
217
+ | No log | 6.5098 | 332 | 0.9404 | 0.2694 | 0.9404 | 0.9697 |
218
+ | No log | 6.5490 | 334 | 0.9505 | 0.3263 | 0.9505 | 0.9750 |
219
+ | No log | 6.5882 | 336 | 0.9790 | 0.3411 | 0.9790 | 0.9894 |
220
+ | No log | 6.6275 | 338 | 0.9523 | 0.3263 | 0.9523 | 0.9758 |
221
+ | No log | 6.6667 | 340 | 0.9440 | 0.3596 | 0.9440 | 0.9716 |
222
+ | No log | 6.7059 | 342 | 0.9433 | 0.3210 | 0.9433 | 0.9713 |
223
+ | No log | 6.7451 | 344 | 0.9198 | 0.3066 | 0.9198 | 0.9591 |
224
+ | No log | 6.7843 | 346 | 0.9323 | 0.3660 | 0.9323 | 0.9656 |
225
+ | No log | 6.8235 | 348 | 0.9351 | 0.3457 | 0.9351 | 0.9670 |
226
+ | No log | 6.8627 | 350 | 0.9322 | 0.3373 | 0.9322 | 0.9655 |
227
+ | No log | 6.9020 | 352 | 0.8893 | 0.3671 | 0.8893 | 0.9430 |
228
+ | No log | 6.9412 | 354 | 0.9043 | 0.4142 | 0.9043 | 0.9509 |
229
+ | No log | 6.9804 | 356 | 0.9357 | 0.4568 | 0.9357 | 0.9673 |
230
+ | No log | 7.0196 | 358 | 0.9564 | 0.3493 | 0.9564 | 0.9779 |
231
+ | No log | 7.0588 | 360 | 0.9921 | 0.3346 | 0.9921 | 0.9960 |
232
+ | No log | 7.0980 | 362 | 0.9973 | 0.3205 | 0.9973 | 0.9987 |
233
+ | No log | 7.1373 | 364 | 0.9874 | 0.3210 | 0.9874 | 0.9937 |
234
+ | No log | 7.1765 | 366 | 0.9682 | 0.3089 | 0.9682 | 0.9840 |
235
+ | No log | 7.2157 | 368 | 0.9548 | 0.3608 | 0.9548 | 0.9771 |
236
+ | No log | 7.2549 | 370 | 0.9605 | 0.3527 | 0.9605 | 0.9801 |
237
+ | No log | 7.2941 | 372 | 0.9659 | 0.3527 | 0.9659 | 0.9828 |
238
+ | No log | 7.3333 | 374 | 0.9913 | 0.3457 | 0.9913 | 0.9957 |
239
+ | No log | 7.3725 | 376 | 0.9668 | 0.3513 | 0.9668 | 0.9833 |
240
+ | No log | 7.4118 | 378 | 0.9586 | 0.3804 | 0.9586 | 0.9791 |
241
+ | No log | 7.4510 | 380 | 1.0024 | 0.4264 | 1.0024 | 1.0012 |
242
+ | No log | 7.4902 | 382 | 0.9607 | 0.3804 | 0.9607 | 0.9802 |
243
+ | No log | 7.5294 | 384 | 0.9158 | 0.3145 | 0.9158 | 0.9570 |
244
+ | No log | 7.5686 | 386 | 0.9633 | 0.3590 | 0.9633 | 0.9815 |
245
+ | No log | 7.6078 | 388 | 1.0783 | 0.3523 | 1.0783 | 1.0384 |
246
+ | No log | 7.6471 | 390 | 1.0783 | 0.3784 | 1.0783 | 1.0384 |
247
+ | No log | 7.6863 | 392 | 0.9584 | 0.4175 | 0.9584 | 0.9790 |
248
+ | No log | 7.7255 | 394 | 0.8756 | 0.4120 | 0.8756 | 0.9357 |
249
+ | No log | 7.7647 | 396 | 0.8678 | 0.4045 | 0.8678 | 0.9316 |
250
+ | No log | 7.8039 | 398 | 0.8712 | 0.3896 | 0.8712 | 0.9334 |
251
+ | No log | 7.8431 | 400 | 0.8655 | 0.3685 | 0.8655 | 0.9303 |
252
+ | No log | 7.8824 | 402 | 0.8747 | 0.3263 | 0.8747 | 0.9352 |
253
+ | No log | 7.9216 | 404 | 0.9072 | 0.3502 | 0.9072 | 0.9525 |
254
+ | No log | 7.9608 | 406 | 0.8933 | 0.3602 | 0.8933 | 0.9452 |
255
+ | No log | 8.0 | 408 | 0.8742 | 0.3263 | 0.8742 | 0.9350 |
256
+ | No log | 8.0392 | 410 | 0.8725 | 0.3674 | 0.8725 | 0.9341 |
257
+ | No log | 8.0784 | 412 | 0.8732 | 0.3570 | 0.8732 | 0.9345 |
258
+ | No log | 8.1176 | 414 | 0.8779 | 0.3263 | 0.8779 | 0.9370 |
259
+ | No log | 8.1569 | 416 | 0.8899 | 0.3062 | 0.8899 | 0.9433 |
260
+ | No log | 8.1961 | 418 | 0.8990 | 0.3263 | 0.8990 | 0.9481 |
261
+ | No log | 8.2353 | 420 | 0.9068 | 0.3216 | 0.9068 | 0.9523 |
262
+ | No log | 8.2745 | 422 | 0.9033 | 0.3318 | 0.9033 | 0.9504 |
263
+ | No log | 8.3137 | 424 | 0.8974 | 0.3216 | 0.8974 | 0.9473 |
264
+ | No log | 8.3529 | 426 | 0.9018 | 0.3216 | 0.9018 | 0.9496 |
265
+ | No log | 8.3922 | 428 | 0.9219 | 0.3163 | 0.9219 | 0.9602 |
266
+ | No log | 8.4314 | 430 | 0.9715 | 0.3657 | 0.9715 | 0.9856 |
267
+ | No log | 8.4706 | 432 | 1.0289 | 0.3699 | 1.0289 | 1.0143 |
268
+ | No log | 8.5098 | 434 | 0.9977 | 0.2963 | 0.9977 | 0.9989 |
269
+ | No log | 8.5490 | 436 | 0.9753 | 0.3066 | 0.9753 | 0.9876 |
270
+ | No log | 8.5882 | 438 | 0.9870 | 0.3119 | 0.9870 | 0.9935 |
271
+ | No log | 8.6275 | 440 | 0.9835 | 0.2038 | 0.9835 | 0.9917 |
272
+ | No log | 8.6667 | 442 | 0.9567 | 0.3271 | 0.9567 | 0.9781 |
273
+ | No log | 8.7059 | 444 | 0.9574 | 0.3747 | 0.9574 | 0.9785 |
274
+ | No log | 8.7451 | 446 | 1.0043 | 0.3646 | 1.0043 | 1.0021 |
275
+ | No log | 8.7843 | 448 | 0.9759 | 0.3646 | 0.9759 | 0.9879 |
276
+ | No log | 8.8235 | 450 | 0.9136 | 0.3855 | 0.9136 | 0.9558 |
277
+ | No log | 8.8627 | 452 | 0.8976 | 0.4505 | 0.8976 | 0.9474 |
278
+ | No log | 8.9020 | 454 | 0.9082 | 0.4275 | 0.9082 | 0.9530 |
279
+ | No log | 8.9412 | 456 | 0.8806 | 0.4278 | 0.8806 | 0.9384 |
280
+ | No log | 8.9804 | 458 | 0.8760 | 0.4661 | 0.8759 | 0.9359 |
281
+ | No log | 9.0196 | 460 | 0.8798 | 0.4563 | 0.8798 | 0.9380 |
282
+ | No log | 9.0588 | 462 | 0.8626 | 0.4726 | 0.8626 | 0.9288 |
283
+ | No log | 9.0980 | 464 | 0.8729 | 0.4413 | 0.8729 | 0.9343 |
284
+ | No log | 9.1373 | 466 | 0.8975 | 0.3908 | 0.8975 | 0.9474 |
285
+ | No log | 9.1765 | 468 | 0.9058 | 0.3908 | 0.9058 | 0.9518 |
286
+ | No log | 9.2157 | 470 | 0.8940 | 0.3908 | 0.8940 | 0.9455 |
287
+ | No log | 9.2549 | 472 | 0.8958 | 0.3908 | 0.8958 | 0.9465 |
288
+ | No log | 9.2941 | 474 | 0.8909 | 0.4181 | 0.8909 | 0.9439 |
289
+ | No log | 9.3333 | 476 | 0.9024 | 0.4181 | 0.9024 | 0.9499 |
290
+ | No log | 9.3725 | 478 | 0.9124 | 0.4181 | 0.9124 | 0.9552 |
291
+ | No log | 9.4118 | 480 | 0.9377 | 0.4045 | 0.9377 | 0.9683 |
292
+ | No log | 9.4510 | 482 | 0.9634 | 0.4002 | 0.9634 | 0.9815 |
293
+ | No log | 9.4902 | 484 | 0.9615 | 0.3243 | 0.9615 | 0.9806 |
294
+ | No log | 9.5294 | 486 | 0.9603 | 0.3629 | 0.9603 | 0.9799 |
295
+ | No log | 9.5686 | 488 | 0.9495 | 0.3629 | 0.9495 | 0.9744 |
296
+ | No log | 9.6078 | 490 | 0.9442 | 0.3685 | 0.9442 | 0.9717 |
297
+ | No log | 9.6471 | 492 | 0.9334 | 0.3728 | 0.9334 | 0.9661 |
298
+ | No log | 9.6863 | 494 | 0.9382 | 0.3571 | 0.9382 | 0.9686 |
299
+ | No log | 9.7255 | 496 | 0.9345 | 0.4059 | 0.9345 | 0.9667 |
300
+ | No log | 9.7647 | 498 | 0.9132 | 0.4294 | 0.9132 | 0.9556 |
301
+ | 0.367 | 9.8039 | 500 | 0.8974 | 0.4637 | 0.8974 | 0.9473 |
302
+ | 0.367 | 9.8431 | 502 | 0.8946 | 0.5062 | 0.8946 | 0.9458 |
303
+ | 0.367 | 9.8824 | 504 | 0.8746 | 0.4745 | 0.8746 | 0.9352 |
304
+ | 0.367 | 9.9216 | 506 | 0.8645 | 0.5112 | 0.8645 | 0.9298 |
305
+ | 0.367 | 9.9608 | 508 | 0.8611 | 0.4428 | 0.8611 | 0.9279 |
306
+ | 0.367 | 10.0 | 510 | 0.8719 | 0.4077 | 0.8719 | 0.9337 |
307
+ | 0.367 | 10.0392 | 512 | 0.8851 | 0.4533 | 0.8851 | 0.9408 |
308
+ | 0.367 | 10.0784 | 514 | 0.8804 | 0.4428 | 0.8804 | 0.9383 |
309
+ | 0.367 | 10.1176 | 516 | 0.8617 | 0.4220 | 0.8617 | 0.9283 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
310
 
311
 
312
  ### Framework versions
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