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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_task2_organization

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  1. README.md +514 -280
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_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: 0.8055
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- - Qwk: 0.6029
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- - Mse: 0.8055
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- - Rmse: 0.8975
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  ## Model description
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@@ -47,280 +47,514 @@ 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 | 0.2857 | 2 | 4.5482 | 0.0010 | 4.5482 | 2.1326 |
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- | No log | 0.5714 | 4 | 2.4051 | 0.0433 | 2.4051 | 1.5509 |
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- | No log | 0.8571 | 6 | 1.8062 | 0.1273 | 1.8062 | 1.3440 |
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- | No log | 1.1429 | 8 | 1.2623 | 0.1026 | 1.2623 | 1.1235 |
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- | No log | 1.4286 | 10 | 1.2235 | 0.1247 | 1.2235 | 1.1061 |
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- | No log | 1.7143 | 12 | 1.2897 | 0.0628 | 1.2897 | 1.1357 |
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- | No log | 2.0 | 14 | 1.1906 | 0.1521 | 1.1906 | 1.0911 |
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- | No log | 2.2857 | 16 | 1.1017 | 0.2784 | 1.1017 | 1.0496 |
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- | No log | 2.5714 | 18 | 1.3291 | 0.1689 | 1.3291 | 1.1529 |
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- | No log | 2.8571 | 20 | 1.3588 | 0.1169 | 1.3588 | 1.1657 |
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- | No log | 3.1429 | 22 | 1.2547 | 0.0353 | 1.2547 | 1.1201 |
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- | No log | 3.4286 | 24 | 1.1150 | 0.2887 | 1.1150 | 1.0559 |
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- | No log | 3.7143 | 26 | 1.0469 | 0.2729 | 1.0469 | 1.0232 |
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- | No log | 4.0 | 28 | 0.9847 | 0.3119 | 0.9847 | 0.9923 |
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- | No log | 4.2857 | 30 | 0.9374 | 0.2814 | 0.9374 | 0.9682 |
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- | No log | 4.5714 | 32 | 0.9256 | 0.3328 | 0.9256 | 0.9621 |
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- | No log | 4.8571 | 34 | 1.0839 | 0.4444 | 1.0839 | 1.0411 |
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- | No log | 5.1429 | 36 | 1.6276 | 0.2814 | 1.6276 | 1.2758 |
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- | No log | 5.4286 | 38 | 1.4817 | 0.3436 | 1.4817 | 1.2173 |
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- | No log | 5.7143 | 40 | 0.9538 | 0.5396 | 0.9538 | 0.9766 |
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- | No log | 6.0 | 42 | 0.9964 | 0.4881 | 0.9964 | 0.9982 |
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- | No log | 6.2857 | 44 | 0.9683 | 0.5351 | 0.9683 | 0.9840 |
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- | No log | 6.5714 | 46 | 0.8886 | 0.5542 | 0.8886 | 0.9426 |
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- | No log | 6.8571 | 48 | 1.2210 | 0.4448 | 1.2210 | 1.1050 |
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- | No log | 7.1429 | 50 | 1.3371 | 0.3696 | 1.3371 | 1.1563 |
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- | No log | 7.4286 | 52 | 1.0686 | 0.4921 | 1.0686 | 1.0337 |
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- | No log | 7.7143 | 54 | 0.8380 | 0.5727 | 0.8380 | 0.9154 |
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- | No log | 8.0 | 56 | 0.8444 | 0.5521 | 0.8444 | 0.9189 |
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- | No log | 8.2857 | 58 | 0.8723 | 0.4918 | 0.8723 | 0.9340 |
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- | No log | 8.5714 | 60 | 0.8528 | 0.5055 | 0.8528 | 0.9235 |
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- | No log | 8.8571 | 62 | 0.8217 | 0.5298 | 0.8217 | 0.9065 |
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- | No log | 9.1429 | 64 | 0.8084 | 0.5756 | 0.8084 | 0.8991 |
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- | No log | 9.4286 | 66 | 0.8735 | 0.5717 | 0.8735 | 0.9346 |
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- | No log | 9.7143 | 68 | 0.9150 | 0.5383 | 0.9150 | 0.9566 |
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- | No log | 10.0 | 70 | 1.0678 | 0.3967 | 1.0678 | 1.0333 |
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- | No log | 10.2857 | 72 | 0.9876 | 0.4844 | 0.9876 | 0.9938 |
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- | No log | 10.5714 | 74 | 0.9282 | 0.4854 | 0.9282 | 0.9634 |
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- | No log | 10.8571 | 76 | 0.8783 | 0.4886 | 0.8783 | 0.9372 |
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- | No log | 11.1429 | 78 | 0.8573 | 0.5164 | 0.8573 | 0.9259 |
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- | No log | 11.4286 | 80 | 0.8644 | 0.4829 | 0.8644 | 0.9297 |
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- | No log | 11.7143 | 82 | 0.9183 | 0.4987 | 0.9183 | 0.9583 |
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- | No log | 12.0 | 84 | 0.9036 | 0.4906 | 0.9036 | 0.9506 |
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- | No log | 12.2857 | 86 | 0.8237 | 0.5114 | 0.8237 | 0.9076 |
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- | No log | 12.5714 | 88 | 0.8202 | 0.5447 | 0.8202 | 0.9056 |
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- | No log | 12.8571 | 90 | 0.7993 | 0.5902 | 0.7993 | 0.8940 |
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- | No log | 13.1429 | 92 | 0.7923 | 0.5797 | 0.7923 | 0.8901 |
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- | No log | 13.4286 | 94 | 0.8159 | 0.6202 | 0.8159 | 0.9033 |
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- | No log | 13.7143 | 96 | 0.8262 | 0.6202 | 0.8262 | 0.9090 |
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- | No log | 14.0 | 98 | 0.7882 | 0.6377 | 0.7882 | 0.8878 |
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- | No log | 14.2857 | 100 | 0.7913 | 0.5997 | 0.7913 | 0.8896 |
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- | No log | 14.5714 | 102 | 0.7774 | 0.6002 | 0.7774 | 0.8817 |
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- | No log | 14.8571 | 104 | 0.7670 | 0.6097 | 0.7670 | 0.8758 |
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- | No log | 15.1429 | 106 | 0.7621 | 0.6073 | 0.7621 | 0.8730 |
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- | No log | 15.4286 | 108 | 0.7596 | 0.6360 | 0.7596 | 0.8715 |
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- | No log | 15.7143 | 110 | 0.7404 | 0.6328 | 0.7404 | 0.8605 |
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- | No log | 16.0 | 112 | 0.7633 | 0.5693 | 0.7633 | 0.8736 |
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- | No log | 16.2857 | 114 | 0.8760 | 0.5489 | 0.8760 | 0.9359 |
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- | No log | 16.5714 | 116 | 0.9136 | 0.5489 | 0.9136 | 0.9558 |
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- | No log | 16.8571 | 118 | 0.8467 | 0.5854 | 0.8467 | 0.9202 |
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- | No log | 17.1429 | 120 | 0.8487 | 0.6110 | 0.8487 | 0.9213 |
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- | No log | 17.4286 | 122 | 0.8082 | 0.6029 | 0.8082 | 0.8990 |
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- | No log | 17.7143 | 124 | 0.7921 | 0.5632 | 0.7921 | 0.8900 |
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- | No log | 18.0 | 126 | 0.7961 | 0.5632 | 0.7961 | 0.8923 |
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- | No log | 18.2857 | 128 | 0.7990 | 0.6274 | 0.7990 | 0.8938 |
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- | No log | 18.5714 | 130 | 0.9882 | 0.5648 | 0.9882 | 0.9941 |
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- | No log | 18.8571 | 132 | 1.2494 | 0.4438 | 1.2494 | 1.1178 |
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- | No log | 19.1429 | 134 | 1.2667 | 0.4352 | 1.2667 | 1.1255 |
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- | No log | 19.4286 | 136 | 1.1938 | 0.4409 | 1.1938 | 1.0926 |
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- | No log | 19.7143 | 138 | 0.9602 | 0.6306 | 0.9602 | 0.9799 |
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- | No log | 20.0 | 140 | 0.8688 | 0.4965 | 0.8688 | 0.9321 |
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- | No log | 20.2857 | 142 | 1.1608 | 0.4817 | 1.1608 | 1.0774 |
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- | No log | 20.5714 | 144 | 1.2734 | 0.4404 | 1.2734 | 1.1284 |
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- | No log | 20.8571 | 146 | 1.1001 | 0.5004 | 1.1001 | 1.0489 |
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- | No log | 21.1429 | 148 | 0.8842 | 0.5143 | 0.8842 | 0.9403 |
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- | No log | 21.4286 | 150 | 0.8383 | 0.5471 | 0.8383 | 0.9156 |
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- | No log | 21.7143 | 152 | 0.8755 | 0.5464 | 0.8755 | 0.9357 |
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- | No log | 22.0 | 154 | 0.8694 | 0.5745 | 0.8694 | 0.9324 |
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- | No log | 22.2857 | 156 | 0.8769 | 0.5290 | 0.8769 | 0.9364 |
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- | No log | 22.5714 | 158 | 0.9531 | 0.5143 | 0.9531 | 0.9763 |
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- | No log | 22.8571 | 160 | 0.9472 | 0.5315 | 0.9472 | 0.9732 |
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- | No log | 23.1429 | 162 | 0.9134 | 0.5430 | 0.9134 | 0.9557 |
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- | No log | 23.4286 | 164 | 0.9995 | 0.5112 | 0.9995 | 0.9997 |
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- | No log | 23.7143 | 166 | 1.0710 | 0.5605 | 1.0710 | 1.0349 |
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- | No log | 24.0 | 168 | 1.0092 | 0.5571 | 1.0092 | 1.0046 |
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- | No log | 24.2857 | 170 | 0.9053 | 0.5418 | 0.9053 | 0.9515 |
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- | No log | 24.5714 | 172 | 0.8823 | 0.5106 | 0.8823 | 0.9393 |
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- | No log | 24.8571 | 174 | 0.8997 | 0.5279 | 0.8997 | 0.9485 |
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- | No log | 25.1429 | 176 | 0.8561 | 0.5279 | 0.8561 | 0.9252 |
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- | No log | 25.4286 | 178 | 0.7955 | 0.5181 | 0.7955 | 0.8919 |
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- | No log | 25.7143 | 180 | 0.8275 | 0.6171 | 0.8275 | 0.9097 |
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- | No log | 26.0 | 182 | 0.8647 | 0.5814 | 0.8647 | 0.9299 |
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- | No log | 26.2857 | 184 | 0.8192 | 0.6171 | 0.8192 | 0.9051 |
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- | No log | 26.5714 | 186 | 0.7680 | 0.5815 | 0.7680 | 0.8764 |
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- | No log | 26.8571 | 188 | 0.7656 | 0.5022 | 0.7656 | 0.8750 |
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- | No log | 27.1429 | 190 | 0.7698 | 0.5234 | 0.7698 | 0.8774 |
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- | No log | 27.4286 | 192 | 0.7639 | 0.6056 | 0.7639 | 0.8740 |
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- | No log | 27.7143 | 194 | 0.8093 | 0.6499 | 0.8093 | 0.8996 |
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- | No log | 28.0 | 196 | 0.8999 | 0.5833 | 0.8999 | 0.9486 |
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- | No log | 28.2857 | 198 | 0.9402 | 0.5695 | 0.9402 | 0.9696 |
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- | No log | 28.5714 | 200 | 1.0072 | 0.5495 | 1.0072 | 1.0036 |
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- | No log | 28.8571 | 202 | 0.9341 | 0.5593 | 0.9341 | 0.9665 |
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- | No log | 29.1429 | 204 | 0.8666 | 0.5810 | 0.8666 | 0.9309 |
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- | No log | 29.4286 | 206 | 0.8737 | 0.5940 | 0.8737 | 0.9347 |
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- | No log | 29.7143 | 208 | 0.8358 | 0.6178 | 0.8358 | 0.9142 |
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- | No log | 30.0 | 210 | 0.7879 | 0.6294 | 0.7879 | 0.8876 |
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- | No log | 30.2857 | 212 | 0.7982 | 0.5978 | 0.7982 | 0.8934 |
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- | No log | 30.5714 | 214 | 0.8034 | 0.5978 | 0.8034 | 0.8963 |
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- | No log | 30.8571 | 216 | 0.8055 | 0.6263 | 0.8055 | 0.8975 |
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- | No log | 31.1429 | 218 | 0.8468 | 0.6713 | 0.8468 | 0.9202 |
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- | No log | 31.4286 | 220 | 0.8195 | 0.6213 | 0.8195 | 0.9052 |
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- | No log | 31.7143 | 222 | 0.7742 | 0.6388 | 0.7742 | 0.8799 |
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- | No log | 32.0 | 224 | 0.7585 | 0.6526 | 0.7585 | 0.8709 |
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- | No log | 32.2857 | 226 | 0.7406 | 0.6687 | 0.7406 | 0.8606 |
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- | No log | 32.5714 | 228 | 0.7352 | 0.6328 | 0.7352 | 0.8575 |
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- | No log | 32.8571 | 230 | 0.7552 | 0.6625 | 0.7552 | 0.8690 |
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- | No log | 33.1429 | 232 | 0.7943 | 0.6786 | 0.7943 | 0.8912 |
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- | No log | 33.4286 | 234 | 0.7956 | 0.6786 | 0.7956 | 0.8919 |
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- | No log | 33.7143 | 236 | 0.7696 | 0.6578 | 0.7696 | 0.8773 |
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- | No log | 34.0 | 238 | 0.7633 | 0.6793 | 0.7633 | 0.8737 |
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- | No log | 34.2857 | 240 | 0.7675 | 0.6849 | 0.7675 | 0.8761 |
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- | No log | 34.5714 | 242 | 0.7609 | 0.6712 | 0.7609 | 0.8723 |
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- | No log | 34.8571 | 244 | 0.7346 | 0.6328 | 0.7346 | 0.8571 |
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- | No log | 35.1429 | 246 | 0.7727 | 0.5121 | 0.7727 | 0.8791 |
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- | No log | 35.4286 | 248 | 0.7997 | 0.5301 | 0.7997 | 0.8943 |
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- | No log | 35.7143 | 250 | 0.7955 | 0.5889 | 0.7955 | 0.8919 |
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- | No log | 36.0 | 252 | 0.8004 | 0.5889 | 0.8004 | 0.8947 |
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- | No log | 36.2857 | 254 | 0.8010 | 0.5889 | 0.8010 | 0.8950 |
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- | No log | 36.5714 | 256 | 0.7915 | 0.5895 | 0.7915 | 0.8897 |
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- | No log | 36.8571 | 258 | 0.7790 | 0.5908 | 0.7790 | 0.8826 |
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- | No log | 37.1429 | 260 | 0.7789 | 0.6176 | 0.7789 | 0.8826 |
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- | No log | 37.4286 | 262 | 0.8281 | 0.5370 | 0.8281 | 0.9100 |
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- | No log | 37.7143 | 264 | 0.8729 | 0.6043 | 0.8729 | 0.9343 |
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- | No log | 38.0 | 266 | 0.8509 | 0.5704 | 0.8509 | 0.9224 |
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- | No log | 38.2857 | 268 | 0.7934 | 0.5740 | 0.7934 | 0.8907 |
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- | No log | 38.5714 | 270 | 0.7786 | 0.5268 | 0.7786 | 0.8824 |
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- | No log | 38.8571 | 272 | 0.7867 | 0.5171 | 0.7867 | 0.8870 |
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- | No log | 39.1429 | 274 | 0.8176 | 0.5634 | 0.8176 | 0.9042 |
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- | No log | 39.4286 | 276 | 0.8871 | 0.5601 | 0.8871 | 0.9419 |
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- | No log | 39.7143 | 278 | 1.0104 | 0.5838 | 1.0104 | 1.0052 |
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- | No log | 40.0 | 280 | 1.0546 | 0.5768 | 1.0546 | 1.0269 |
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- | No log | 40.2857 | 282 | 0.9841 | 0.5857 | 0.9841 | 0.9920 |
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- | No log | 40.5714 | 284 | 0.8788 | 0.5855 | 0.8788 | 0.9374 |
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- | No log | 40.8571 | 286 | 0.8228 | 0.5428 | 0.8228 | 0.9071 |
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- | No log | 41.1429 | 288 | 0.8095 | 0.5633 | 0.8095 | 0.8997 |
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- | No log | 41.4286 | 290 | 0.8155 | 0.5735 | 0.8155 | 0.9031 |
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- | No log | 41.7143 | 292 | 0.8263 | 0.5307 | 0.8263 | 0.9090 |
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- | No log | 42.0 | 294 | 0.8568 | 0.5754 | 0.8568 | 0.9256 |
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- | No log | 42.2857 | 296 | 0.8604 | 0.5951 | 0.8604 | 0.9276 |
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- | No log | 42.5714 | 298 | 0.8360 | 0.6004 | 0.8360 | 0.9143 |
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- | No log | 42.8571 | 300 | 0.8128 | 0.5307 | 0.8128 | 0.9015 |
202
- | No log | 43.1429 | 302 | 0.8053 | 0.5701 | 0.8053 | 0.8974 |
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- | No log | 43.4286 | 304 | 0.8005 | 0.5584 | 0.8005 | 0.8947 |
204
- | No log | 43.7143 | 306 | 0.8012 | 0.5347 | 0.8012 | 0.8951 |
205
- | No log | 44.0 | 308 | 0.7746 | 0.5584 | 0.7746 | 0.8801 |
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- | No log | 44.2857 | 310 | 0.7739 | 0.5634 | 0.7739 | 0.8797 |
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- | No log | 44.5714 | 312 | 0.8282 | 0.5975 | 0.8282 | 0.9100 |
208
- | No log | 44.8571 | 314 | 0.8599 | 0.5926 | 0.8599 | 0.9273 |
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- | No log | 45.1429 | 316 | 0.8737 | 0.5926 | 0.8737 | 0.9347 |
210
- | No log | 45.4286 | 318 | 0.8248 | 0.5865 | 0.8248 | 0.9082 |
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- | No log | 45.7143 | 320 | 0.8106 | 0.5880 | 0.8106 | 0.9003 |
212
- | No log | 46.0 | 322 | 0.8190 | 0.6159 | 0.8190 | 0.9050 |
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- | No log | 46.2857 | 324 | 0.8633 | 0.6119 | 0.8633 | 0.9291 |
214
- | No log | 46.5714 | 326 | 0.9252 | 0.5970 | 0.9252 | 0.9619 |
215
- | No log | 46.8571 | 328 | 0.9541 | 0.6247 | 0.9541 | 0.9768 |
216
- | No log | 47.1429 | 330 | 0.9535 | 0.6120 | 0.9535 | 0.9765 |
217
- | No log | 47.4286 | 332 | 0.8847 | 0.6149 | 0.8847 | 0.9406 |
218
- | No log | 47.7143 | 334 | 0.8322 | 0.6208 | 0.8322 | 0.9122 |
219
- | No log | 48.0 | 336 | 0.7850 | 0.6471 | 0.7850 | 0.8860 |
220
- | No log | 48.2857 | 338 | 0.7850 | 0.6436 | 0.7850 | 0.8860 |
221
- | No log | 48.5714 | 340 | 0.7996 | 0.6436 | 0.7996 | 0.8942 |
222
- | No log | 48.8571 | 342 | 0.8520 | 0.6138 | 0.8520 | 0.9231 |
223
- | No log | 49.1429 | 344 | 0.8641 | 0.6146 | 0.8641 | 0.9296 |
224
- | No log | 49.4286 | 346 | 0.8309 | 0.6399 | 0.8309 | 0.9115 |
225
- | No log | 49.7143 | 348 | 0.7808 | 0.6138 | 0.7808 | 0.8837 |
226
- | No log | 50.0 | 350 | 0.7600 | 0.6228 | 0.7600 | 0.8718 |
227
- | No log | 50.2857 | 352 | 0.7530 | 0.5896 | 0.7530 | 0.8677 |
228
- | No log | 50.5714 | 354 | 0.7651 | 0.6021 | 0.7651 | 0.8747 |
229
- | No log | 50.8571 | 356 | 0.7860 | 0.5896 | 0.7860 | 0.8866 |
230
- | No log | 51.1429 | 358 | 0.8156 | 0.6293 | 0.8156 | 0.9031 |
231
- | No log | 51.4286 | 360 | 0.8480 | 0.6146 | 0.8480 | 0.9209 |
232
- | No log | 51.7143 | 362 | 0.8541 | 0.6037 | 0.8541 | 0.9242 |
233
- | No log | 52.0 | 364 | 0.8364 | 0.6156 | 0.8364 | 0.9146 |
234
- | No log | 52.2857 | 366 | 0.8171 | 0.6043 | 0.8171 | 0.9039 |
235
- | No log | 52.5714 | 368 | 0.8113 | 0.5896 | 0.8113 | 0.9007 |
236
- | No log | 52.8571 | 370 | 0.7919 | 0.5949 | 0.7919 | 0.8899 |
237
- | No log | 53.1429 | 372 | 0.7892 | 0.5949 | 0.7892 | 0.8884 |
238
- | No log | 53.4286 | 374 | 0.7842 | 0.5949 | 0.7842 | 0.8855 |
239
- | No log | 53.7143 | 376 | 0.7889 | 0.5922 | 0.7889 | 0.8882 |
240
- | No log | 54.0 | 378 | 0.7840 | 0.5589 | 0.7840 | 0.8854 |
241
- | No log | 54.2857 | 380 | 0.7918 | 0.5589 | 0.7918 | 0.8898 |
242
- | No log | 54.5714 | 382 | 0.7985 | 0.5547 | 0.7985 | 0.8936 |
243
- | No log | 54.8571 | 384 | 0.7881 | 0.5547 | 0.7881 | 0.8878 |
244
- | No log | 55.1429 | 386 | 0.7872 | 0.5589 | 0.7872 | 0.8872 |
245
- | No log | 55.4286 | 388 | 0.7833 | 0.5611 | 0.7833 | 0.8851 |
246
- | No log | 55.7143 | 390 | 0.7771 | 0.5611 | 0.7771 | 0.8815 |
247
- | No log | 56.0 | 392 | 0.7693 | 0.5611 | 0.7693 | 0.8771 |
248
- | No log | 56.2857 | 394 | 0.7561 | 0.5657 | 0.7561 | 0.8695 |
249
- | No log | 56.5714 | 396 | 0.7492 | 0.5766 | 0.7492 | 0.8655 |
250
- | No log | 56.8571 | 398 | 0.7516 | 0.5658 | 0.7516 | 0.8670 |
251
- | No log | 57.1429 | 400 | 0.7562 | 0.5290 | 0.7562 | 0.8696 |
252
- | No log | 57.4286 | 402 | 0.7638 | 0.5290 | 0.7638 | 0.8740 |
253
- | No log | 57.7143 | 404 | 0.7822 | 0.5880 | 0.7822 | 0.8844 |
254
- | No log | 58.0 | 406 | 0.7981 | 0.5611 | 0.7981 | 0.8934 |
255
- | No log | 58.2857 | 408 | 0.8046 | 0.5611 | 0.8046 | 0.8970 |
256
- | No log | 58.5714 | 410 | 0.8185 | 0.5523 | 0.8185 | 0.9047 |
257
- | No log | 58.8571 | 412 | 0.8516 | 0.6289 | 0.8516 | 0.9228 |
258
- | No log | 59.1429 | 414 | 0.8701 | 0.6289 | 0.8701 | 0.9328 |
259
- | No log | 59.4286 | 416 | 0.8975 | 0.6289 | 0.8975 | 0.9473 |
260
- | No log | 59.7143 | 418 | 0.8902 | 0.6289 | 0.8902 | 0.9435 |
261
- | No log | 60.0 | 420 | 0.8547 | 0.6276 | 0.8547 | 0.9245 |
262
- | No log | 60.2857 | 422 | 0.8351 | 0.6276 | 0.8351 | 0.9139 |
263
- | No log | 60.5714 | 424 | 0.8241 | 0.5525 | 0.8241 | 0.9078 |
264
- | No log | 60.8571 | 426 | 0.8314 | 0.5525 | 0.8314 | 0.9118 |
265
- | No log | 61.1429 | 428 | 0.8569 | 0.5826 | 0.8569 | 0.9257 |
266
- | No log | 61.4286 | 430 | 0.8819 | 0.5970 | 0.8819 | 0.9391 |
267
- | No log | 61.7143 | 432 | 0.8971 | 0.6276 | 0.8971 | 0.9471 |
268
- | No log | 62.0 | 434 | 0.8992 | 0.6276 | 0.8992 | 0.9483 |
269
- | No log | 62.2857 | 436 | 0.9108 | 0.6276 | 0.9108 | 0.9544 |
270
- | No log | 62.5714 | 438 | 0.9087 | 0.6276 | 0.9087 | 0.9533 |
271
- | No log | 62.8571 | 440 | 0.9145 | 0.6289 | 0.9145 | 0.9563 |
272
- | No log | 63.1429 | 442 | 0.8997 | 0.6289 | 0.8997 | 0.9485 |
273
- | No log | 63.4286 | 444 | 0.8632 | 0.5679 | 0.8632 | 0.9291 |
274
- | No log | 63.7143 | 446 | 0.8208 | 0.5750 | 0.8208 | 0.9060 |
275
- | No log | 64.0 | 448 | 0.8011 | 0.5611 | 0.8011 | 0.8950 |
276
- | No log | 64.2857 | 450 | 0.8006 | 0.5611 | 0.8006 | 0.8947 |
277
- | No log | 64.5714 | 452 | 0.8070 | 0.5772 | 0.8070 | 0.8983 |
278
- | No log | 64.8571 | 454 | 0.8137 | 0.5545 | 0.8137 | 0.9021 |
279
- | No log | 65.1429 | 456 | 0.8111 | 0.5545 | 0.8111 | 0.9006 |
280
- | No log | 65.4286 | 458 | 0.8171 | 0.5545 | 0.8171 | 0.9039 |
281
- | No log | 65.7143 | 460 | 0.8347 | 0.5700 | 0.8347 | 0.9136 |
282
- | No log | 66.0 | 462 | 0.8381 | 0.5826 | 0.8381 | 0.9155 |
283
- | No log | 66.2857 | 464 | 0.8276 | 0.5678 | 0.8276 | 0.9097 |
284
- | No log | 66.5714 | 466 | 0.8074 | 0.5678 | 0.8074 | 0.8986 |
285
- | No log | 66.8571 | 468 | 0.7907 | 0.5545 | 0.7907 | 0.8892 |
286
- | No log | 67.1429 | 470 | 0.7831 | 0.5951 | 0.7831 | 0.8849 |
287
- | No log | 67.4286 | 472 | 0.7862 | 0.5597 | 0.7862 | 0.8867 |
288
- | No log | 67.7143 | 474 | 0.7946 | 0.5657 | 0.7946 | 0.8914 |
289
- | No log | 68.0 | 476 | 0.8072 | 0.5307 | 0.8072 | 0.8985 |
290
- | No log | 68.2857 | 478 | 0.8265 | 0.5545 | 0.8265 | 0.9091 |
291
- | No log | 68.5714 | 480 | 0.8589 | 0.6149 | 0.8589 | 0.9268 |
292
- | No log | 68.8571 | 482 | 0.8787 | 0.6289 | 0.8787 | 0.9374 |
293
- | No log | 69.1429 | 484 | 0.8897 | 0.6289 | 0.8897 | 0.9433 |
294
- | No log | 69.4286 | 486 | 0.8858 | 0.6289 | 0.8858 | 0.9412 |
295
- | No log | 69.7143 | 488 | 0.8690 | 0.6289 | 0.8690 | 0.9322 |
296
- | No log | 70.0 | 490 | 0.8511 | 0.5851 | 0.8511 | 0.9226 |
297
- | No log | 70.2857 | 492 | 0.8405 | 0.5525 | 0.8405 | 0.9168 |
298
- | No log | 70.5714 | 494 | 0.8342 | 0.5545 | 0.8342 | 0.9134 |
299
- | No log | 70.8571 | 496 | 0.8269 | 0.5747 | 0.8269 | 0.9094 |
300
- | No log | 71.1429 | 498 | 0.8337 | 0.6051 | 0.8337 | 0.9131 |
301
- | 0.2265 | 71.4286 | 500 | 0.8527 | 0.6276 | 0.8527 | 0.9234 |
302
- | 0.2265 | 71.7143 | 502 | 0.8723 | 0.6289 | 0.8723 | 0.9340 |
303
- | 0.2265 | 72.0 | 504 | 0.8858 | 0.6289 | 0.8858 | 0.9412 |
304
- | 0.2265 | 72.2857 | 506 | 0.8893 | 0.6474 | 0.8893 | 0.9430 |
305
- | 0.2265 | 72.5714 | 508 | 0.8798 | 0.6474 | 0.8798 | 0.9380 |
306
- | 0.2265 | 72.8571 | 510 | 0.8785 | 0.6474 | 0.8785 | 0.9373 |
307
- | 0.2265 | 73.1429 | 512 | 0.8830 | 0.6289 | 0.8830 | 0.9397 |
308
- | 0.2265 | 73.4286 | 514 | 0.8876 | 0.6289 | 0.8876 | 0.9421 |
309
- | 0.2265 | 73.7143 | 516 | 0.8854 | 0.6276 | 0.8854 | 0.9410 |
310
- | 0.2265 | 74.0 | 518 | 0.8697 | 0.6276 | 0.8697 | 0.9326 |
311
- | 0.2265 | 74.2857 | 520 | 0.8439 | 0.6474 | 0.8439 | 0.9186 |
312
- | 0.2265 | 74.5714 | 522 | 0.8354 | 0.6474 | 0.8354 | 0.9140 |
313
- | 0.2265 | 74.8571 | 524 | 0.8293 | 0.6491 | 0.8293 | 0.9107 |
314
- | 0.2265 | 75.1429 | 526 | 0.8194 | 0.6491 | 0.8194 | 0.9052 |
315
- | 0.2265 | 75.4286 | 528 | 0.8177 | 0.6491 | 0.8177 | 0.9043 |
316
- | 0.2265 | 75.7143 | 530 | 0.8244 | 0.6491 | 0.8244 | 0.9080 |
317
- | 0.2265 | 76.0 | 532 | 0.8310 | 0.6474 | 0.8310 | 0.9116 |
318
- | 0.2265 | 76.2857 | 534 | 0.8278 | 0.6337 | 0.8278 | 0.9098 |
319
- | 0.2265 | 76.5714 | 536 | 0.8241 | 0.5678 | 0.8241 | 0.9078 |
320
- | 0.2265 | 76.8571 | 538 | 0.8206 | 0.6178 | 0.8206 | 0.9059 |
321
- | 0.2265 | 77.1429 | 540 | 0.8158 | 0.6029 | 0.8158 | 0.9032 |
322
- | 0.2265 | 77.4286 | 542 | 0.8055 | 0.6029 | 0.8055 | 0.8975 |
323
- | 0.2265 | 77.7143 | 544 | 0.8055 | 0.6029 | 0.8055 | 0.8975 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
324
 
325
 
326
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_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: 1.3890
19
+ - Qwk: 0.1440
20
+ - Mse: 1.3890
21
+ - Rmse: 1.1786
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0194 | 2 | 4.7370 | 0.0010 | 4.7370 | 2.1765 |
53
+ | No log | 0.0388 | 4 | 2.6062 | 0.0301 | 2.6062 | 1.6144 |
54
+ | No log | 0.0583 | 6 | 1.7914 | 0.0062 | 1.7914 | 1.3384 |
55
+ | No log | 0.0777 | 8 | 1.6869 | -0.0758 | 1.6869 | 1.2988 |
56
+ | No log | 0.0971 | 10 | 1.5410 | -0.0978 | 1.5410 | 1.2414 |
57
+ | No log | 0.1165 | 12 | 1.5773 | -0.1307 | 1.5773 | 1.2559 |
58
+ | No log | 0.1359 | 14 | 1.6998 | -0.0521 | 1.6998 | 1.3038 |
59
+ | No log | 0.1553 | 16 | 1.9488 | -0.0426 | 1.9488 | 1.3960 |
60
+ | No log | 0.1748 | 18 | 1.6337 | -0.0492 | 1.6337 | 1.2781 |
61
+ | No log | 0.1942 | 20 | 1.5851 | -0.0506 | 1.5851 | 1.2590 |
62
+ | No log | 0.2136 | 22 | 1.4346 | 0.0165 | 1.4346 | 1.1978 |
63
+ | No log | 0.2330 | 24 | 1.3012 | 0.0889 | 1.3012 | 1.1407 |
64
+ | No log | 0.2524 | 26 | 1.2873 | 0.1362 | 1.2873 | 1.1346 |
65
+ | No log | 0.2718 | 28 | 1.2869 | 0.1335 | 1.2869 | 1.1344 |
66
+ | No log | 0.2913 | 30 | 1.3182 | 0.0948 | 1.3182 | 1.1481 |
67
+ | No log | 0.3107 | 32 | 1.2957 | 0.1495 | 1.2957 | 1.1383 |
68
+ | No log | 0.3301 | 34 | 1.2841 | 0.1532 | 1.2841 | 1.1332 |
69
+ | No log | 0.3495 | 36 | 1.3681 | 0.0522 | 1.3681 | 1.1696 |
70
+ | No log | 0.3689 | 38 | 1.2728 | 0.1532 | 1.2728 | 1.1282 |
71
+ | No log | 0.3883 | 40 | 1.3032 | 0.0974 | 1.3032 | 1.1416 |
72
+ | No log | 0.4078 | 42 | 1.3284 | 0.0941 | 1.3284 | 1.1526 |
73
+ | No log | 0.4272 | 44 | 1.3223 | 0.1076 | 1.3223 | 1.1499 |
74
+ | No log | 0.4466 | 46 | 1.3500 | 0.0854 | 1.3500 | 1.1619 |
75
+ | No log | 0.4660 | 48 | 1.4174 | -0.0721 | 1.4174 | 1.1905 |
76
+ | No log | 0.4854 | 50 | 1.3658 | 0.0522 | 1.3658 | 1.1687 |
77
+ | No log | 0.5049 | 52 | 1.2836 | 0.2835 | 1.2836 | 1.1329 |
78
+ | No log | 0.5243 | 54 | 1.2535 | 0.2314 | 1.2535 | 1.1196 |
79
+ | No log | 0.5437 | 56 | 1.2441 | 0.3091 | 1.2441 | 1.1154 |
80
+ | No log | 0.5631 | 58 | 1.3266 | 0.1294 | 1.3266 | 1.1518 |
81
+ | No log | 0.5825 | 60 | 1.3748 | 0.0948 | 1.3748 | 1.1725 |
82
+ | No log | 0.6019 | 62 | 1.3255 | 0.0741 | 1.3255 | 1.1513 |
83
+ | No log | 0.6214 | 64 | 1.2749 | 0.0153 | 1.2749 | 1.1291 |
84
+ | No log | 0.6408 | 66 | 1.2555 | 0.1278 | 1.2555 | 1.1205 |
85
+ | No log | 0.6602 | 68 | 1.2830 | 0.0914 | 1.2830 | 1.1327 |
86
+ | No log | 0.6796 | 70 | 1.3166 | 0.0276 | 1.3166 | 1.1474 |
87
+ | No log | 0.6990 | 72 | 1.3290 | 0.0041 | 1.3290 | 1.1528 |
88
+ | No log | 0.7184 | 74 | 1.3756 | 0.0091 | 1.3756 | 1.1729 |
89
+ | No log | 0.7379 | 76 | 1.3740 | 0.0694 | 1.3740 | 1.1722 |
90
+ | No log | 0.7573 | 78 | 1.3407 | -0.0011 | 1.3407 | 1.1579 |
91
+ | No log | 0.7767 | 80 | 1.3468 | 0.0085 | 1.3468 | 1.1605 |
92
+ | No log | 0.7961 | 82 | 1.4294 | 0.0522 | 1.4294 | 1.1956 |
93
+ | No log | 0.8155 | 84 | 1.6831 | -0.0284 | 1.6831 | 1.2973 |
94
+ | No log | 0.8350 | 86 | 1.7006 | -0.0216 | 1.7006 | 1.3041 |
95
+ | No log | 0.8544 | 88 | 1.6235 | -0.0284 | 1.6235 | 1.2742 |
96
+ | No log | 0.8738 | 90 | 1.4076 | -0.0478 | 1.4076 | 1.1864 |
97
+ | No log | 0.8932 | 92 | 1.3004 | 0.0841 | 1.3004 | 1.1403 |
98
+ | No log | 0.9126 | 94 | 1.3947 | 0.0353 | 1.3947 | 1.1810 |
99
+ | No log | 0.9320 | 96 | 1.4161 | 0.0253 | 1.4161 | 1.1900 |
100
+ | No log | 0.9515 | 98 | 1.3795 | 0.0682 | 1.3795 | 1.1745 |
101
+ | No log | 0.9709 | 100 | 1.4295 | 0.0140 | 1.4295 | 1.1956 |
102
+ | No log | 0.9903 | 102 | 1.3882 | 0.0627 | 1.3882 | 1.1782 |
103
+ | No log | 1.0097 | 104 | 1.4177 | 0.0462 | 1.4177 | 1.1907 |
104
+ | No log | 1.0291 | 106 | 1.4079 | 0.1466 | 1.4079 | 1.1865 |
105
+ | No log | 1.0485 | 108 | 1.4314 | 0.1251 | 1.4314 | 1.1964 |
106
+ | No log | 1.0680 | 110 | 1.4801 | 0.0782 | 1.4801 | 1.2166 |
107
+ | No log | 1.0874 | 112 | 1.3960 | 0.1276 | 1.3960 | 1.1815 |
108
+ | No log | 1.1068 | 114 | 1.3999 | 0.2127 | 1.3999 | 1.1832 |
109
+ | No log | 1.1262 | 116 | 1.4387 | 0.1387 | 1.4387 | 1.1995 |
110
+ | No log | 1.1456 | 118 | 1.4691 | 0.1332 | 1.4691 | 1.2121 |
111
+ | No log | 1.1650 | 120 | 1.5170 | 0.1136 | 1.5170 | 1.2316 |
112
+ | No log | 1.1845 | 122 | 1.5301 | 0.0467 | 1.5301 | 1.2370 |
113
+ | No log | 1.2039 | 124 | 1.7384 | 0.1407 | 1.7384 | 1.3185 |
114
+ | No log | 1.2233 | 126 | 1.7967 | 0.0726 | 1.7967 | 1.3404 |
115
+ | No log | 1.2427 | 128 | 1.5457 | 0.0562 | 1.5457 | 1.2433 |
116
+ | No log | 1.2621 | 130 | 1.4421 | 0.0270 | 1.4421 | 1.2009 |
117
+ | No log | 1.2816 | 132 | 1.5337 | 0.0622 | 1.5337 | 1.2384 |
118
+ | No log | 1.3010 | 134 | 1.8560 | 0.1644 | 1.8560 | 1.3624 |
119
+ | No log | 1.3204 | 136 | 1.8825 | 0.1132 | 1.8825 | 1.3720 |
120
+ | No log | 1.3398 | 138 | 1.7831 | 0.1499 | 1.7831 | 1.3353 |
121
+ | No log | 1.3592 | 140 | 1.5017 | 0.1101 | 1.5017 | 1.2254 |
122
+ | No log | 1.3786 | 142 | 1.4412 | 0.1529 | 1.4412 | 1.2005 |
123
+ | No log | 1.3981 | 144 | 1.4352 | 0.1012 | 1.4352 | 1.1980 |
124
+ | No log | 1.4175 | 146 | 1.7054 | 0.1923 | 1.7054 | 1.3059 |
125
+ | No log | 1.4369 | 148 | 1.8750 | 0.1303 | 1.8750 | 1.3693 |
126
+ | No log | 1.4563 | 150 | 1.7417 | 0.1373 | 1.7417 | 1.3197 |
127
+ | No log | 1.4757 | 152 | 1.6857 | 0.0832 | 1.6857 | 1.2984 |
128
+ | No log | 1.4951 | 154 | 1.6828 | 0.1501 | 1.6828 | 1.2972 |
129
+ | No log | 1.5146 | 156 | 1.6850 | 0.1967 | 1.6850 | 1.2981 |
130
+ | No log | 1.5340 | 158 | 1.5528 | 0.1041 | 1.5528 | 1.2461 |
131
+ | No log | 1.5534 | 160 | 1.4278 | 0.0222 | 1.4278 | 1.1949 |
132
+ | No log | 1.5728 | 162 | 1.4442 | -0.0174 | 1.4442 | 1.2018 |
133
+ | No log | 1.5922 | 164 | 1.5465 | 0.0921 | 1.5465 | 1.2436 |
134
+ | No log | 1.6117 | 166 | 1.4344 | 0.0375 | 1.4344 | 1.1977 |
135
+ | No log | 1.6311 | 168 | 1.4232 | 0.0515 | 1.4232 | 1.1930 |
136
+ | No log | 1.6505 | 170 | 1.3941 | 0.0703 | 1.3941 | 1.1807 |
137
+ | No log | 1.6699 | 172 | 1.5047 | 0.1197 | 1.5047 | 1.2267 |
138
+ | No log | 1.6893 | 174 | 1.7635 | 0.1349 | 1.7635 | 1.3280 |
139
+ | No log | 1.7087 | 176 | 1.7823 | 0.1499 | 1.7823 | 1.3350 |
140
+ | No log | 1.7282 | 178 | 1.5716 | 0.1310 | 1.5716 | 1.2536 |
141
+ | No log | 1.7476 | 180 | 1.3027 | 0.0827 | 1.3027 | 1.1414 |
142
+ | No log | 1.7670 | 182 | 1.2749 | 0.1176 | 1.2749 | 1.1291 |
143
+ | No log | 1.7864 | 184 | 1.2661 | 0.1016 | 1.2661 | 1.1252 |
144
+ | No log | 1.8058 | 186 | 1.3660 | 0.0741 | 1.3660 | 1.1688 |
145
+ | No log | 1.8252 | 188 | 1.5462 | 0.1196 | 1.5462 | 1.2434 |
146
+ | No log | 1.8447 | 190 | 1.7466 | 0.1283 | 1.7466 | 1.3216 |
147
+ | No log | 1.8641 | 192 | 1.7008 | 0.0834 | 1.7008 | 1.3041 |
148
+ | No log | 1.8835 | 194 | 1.5406 | 0.0228 | 1.5406 | 1.2412 |
149
+ | No log | 1.9029 | 196 | 1.4912 | -0.0367 | 1.4912 | 1.2211 |
150
+ | No log | 1.9223 | 198 | 1.4889 | -0.0292 | 1.4889 | 1.2202 |
151
+ | No log | 1.9417 | 200 | 1.4205 | 0.0180 | 1.4205 | 1.1919 |
152
+ | No log | 1.9612 | 202 | 1.4792 | 0.0333 | 1.4792 | 1.2162 |
153
+ | No log | 1.9806 | 204 | 1.6215 | 0.1087 | 1.6215 | 1.2734 |
154
+ | No log | 2.0 | 206 | 1.6465 | 0.1845 | 1.6465 | 1.2832 |
155
+ | No log | 2.0194 | 208 | 1.5818 | 0.0800 | 1.5818 | 1.2577 |
156
+ | No log | 2.0388 | 210 | 1.4563 | 0.1105 | 1.4563 | 1.2068 |
157
+ | No log | 2.0583 | 212 | 1.4603 | 0.0803 | 1.4603 | 1.2084 |
158
+ | No log | 2.0777 | 214 | 1.5310 | 0.1105 | 1.5310 | 1.2373 |
159
+ | No log | 2.0971 | 216 | 1.5169 | 0.0539 | 1.5169 | 1.2316 |
160
+ | No log | 2.1165 | 218 | 1.4988 | 0.0192 | 1.4988 | 1.2243 |
161
+ | No log | 2.1359 | 220 | 1.5674 | 0.0367 | 1.5674 | 1.2520 |
162
+ | No log | 2.1553 | 222 | 1.8018 | 0.1848 | 1.8018 | 1.3423 |
163
+ | No log | 2.1748 | 224 | 1.8301 | 0.1345 | 1.8301 | 1.3528 |
164
+ | No log | 2.1942 | 226 | 1.6315 | 0.2806 | 1.6315 | 1.2773 |
165
+ | No log | 2.2136 | 228 | 1.4860 | 0.2033 | 1.4860 | 1.2190 |
166
+ | No log | 2.2330 | 230 | 1.4460 | 0.1192 | 1.4460 | 1.2025 |
167
+ | No log | 2.2524 | 232 | 1.5770 | 0.1417 | 1.5770 | 1.2558 |
168
+ | No log | 2.2718 | 234 | 1.6575 | 0.1607 | 1.6575 | 1.2874 |
169
+ | No log | 2.2913 | 236 | 1.5668 | 0.0921 | 1.5668 | 1.2517 |
170
+ | No log | 2.3107 | 238 | 1.4488 | 0.0302 | 1.4488 | 1.2036 |
171
+ | No log | 2.3301 | 240 | 1.4661 | 0.0451 | 1.4661 | 1.2108 |
172
+ | No log | 2.3495 | 242 | 1.5472 | 0.0784 | 1.5472 | 1.2439 |
173
+ | No log | 2.3689 | 244 | 1.6249 | 0.0632 | 1.6249 | 1.2747 |
174
+ | No log | 2.3883 | 246 | 1.7165 | 0.0624 | 1.7165 | 1.3101 |
175
+ | No log | 2.4078 | 248 | 1.7204 | 0.0624 | 1.7204 | 1.3117 |
176
+ | No log | 2.4272 | 250 | 1.6874 | 0.0572 | 1.6874 | 1.2990 |
177
+ | No log | 2.4466 | 252 | 1.6077 | 0.0803 | 1.6077 | 1.2680 |
178
+ | No log | 2.4660 | 254 | 1.5631 | 0.0394 | 1.5631 | 1.2503 |
179
+ | No log | 2.4854 | 256 | 1.5793 | 0.0385 | 1.5793 | 1.2567 |
180
+ | No log | 2.5049 | 258 | 1.6161 | 0.0238 | 1.6161 | 1.2713 |
181
+ | No log | 2.5243 | 260 | 1.6700 | -0.0560 | 1.6700 | 1.2923 |
182
+ | No log | 2.5437 | 262 | 1.7261 | -0.0508 | 1.7261 | 1.3138 |
183
+ | No log | 2.5631 | 264 | 1.6973 | 0.0173 | 1.6973 | 1.3028 |
184
+ | No log | 2.5825 | 266 | 1.6215 | -0.0202 | 1.6215 | 1.2734 |
185
+ | No log | 2.6019 | 268 | 1.5674 | 0.0010 | 1.5674 | 1.2520 |
186
+ | No log | 2.6214 | 270 | 1.5450 | 0.0543 | 1.5450 | 1.2430 |
187
+ | No log | 2.6408 | 272 | 1.5471 | 0.0294 | 1.5471 | 1.2438 |
188
+ | No log | 2.6602 | 274 | 1.6622 | 0.0173 | 1.6622 | 1.2893 |
189
+ | No log | 2.6796 | 276 | 1.7225 | 0.0196 | 1.7225 | 1.3124 |
190
+ | No log | 2.6990 | 278 | 1.6803 | 0.0271 | 1.6803 | 1.2963 |
191
+ | No log | 2.7184 | 280 | 1.5211 | 0.0578 | 1.5211 | 1.2333 |
192
+ | No log | 2.7379 | 282 | 1.3411 | 0.1144 | 1.3411 | 1.1581 |
193
+ | No log | 2.7573 | 284 | 1.3375 | 0.0974 | 1.3375 | 1.1565 |
194
+ | No log | 2.7767 | 286 | 1.5535 | 0.0345 | 1.5535 | 1.2464 |
195
+ | No log | 2.7961 | 288 | 1.9064 | 0.1008 | 1.9064 | 1.3807 |
196
+ | No log | 2.8155 | 290 | 1.8797 | 0.1008 | 1.8797 | 1.3710 |
197
+ | No log | 2.8350 | 292 | 1.6551 | 0.0846 | 1.6551 | 1.2865 |
198
+ | No log | 2.8544 | 294 | 1.4718 | 0.0814 | 1.4718 | 1.2132 |
199
+ | No log | 2.8738 | 296 | 1.4588 | 0.0814 | 1.4588 | 1.2078 |
200
+ | No log | 2.8932 | 298 | 1.6035 | 0.1335 | 1.6035 | 1.2663 |
201
+ | No log | 2.9126 | 300 | 1.8263 | 0.1385 | 1.8263 | 1.3514 |
202
+ | No log | 2.9320 | 302 | 1.7408 | 0.1325 | 1.7408 | 1.3194 |
203
+ | No log | 2.9515 | 304 | 1.4676 | 0.1012 | 1.4676 | 1.2115 |
204
+ | No log | 2.9709 | 306 | 1.3911 | 0.0120 | 1.3911 | 1.1794 |
205
+ | No log | 2.9903 | 308 | 1.4354 | 0.0705 | 1.4354 | 1.1981 |
206
+ | No log | 3.0097 | 310 | 1.6128 | 0.1935 | 1.6128 | 1.2700 |
207
+ | No log | 3.0291 | 312 | 1.8782 | 0.1650 | 1.8782 | 1.3705 |
208
+ | No log | 3.0485 | 314 | 1.9444 | 0.1650 | 1.9444 | 1.3944 |
209
+ | No log | 3.0680 | 316 | 1.7556 | 0.1234 | 1.7556 | 1.3250 |
210
+ | No log | 3.0874 | 318 | 1.6618 | 0.1171 | 1.6618 | 1.2891 |
211
+ | No log | 3.1068 | 320 | 1.6939 | 0.1280 | 1.6939 | 1.3015 |
212
+ | No log | 3.1262 | 322 | 1.7541 | 0.1007 | 1.7541 | 1.3244 |
213
+ | No log | 3.1456 | 324 | 1.7602 | 0.0668 | 1.7602 | 1.3267 |
214
+ | No log | 3.1650 | 326 | 1.5854 | 0.0238 | 1.5854 | 1.2591 |
215
+ | No log | 3.1845 | 328 | 1.5614 | 0.0135 | 1.5614 | 1.2496 |
216
+ | No log | 3.2039 | 330 | 1.6841 | -0.0216 | 1.6841 | 1.2977 |
217
+ | No log | 3.2233 | 332 | 1.7774 | -0.0543 | 1.7774 | 1.3332 |
218
+ | No log | 3.2427 | 334 | 1.9326 | 0.0689 | 1.9326 | 1.3902 |
219
+ | No log | 3.2621 | 336 | 1.8462 | -0.0184 | 1.8462 | 1.3587 |
220
+ | No log | 3.2816 | 338 | 1.7238 | 0.0157 | 1.7238 | 1.3130 |
221
+ | No log | 3.3010 | 340 | 1.7908 | -0.0334 | 1.7908 | 1.3382 |
222
+ | No log | 3.3204 | 342 | 2.0670 | 0.1098 | 2.0670 | 1.4377 |
223
+ | No log | 3.3398 | 344 | 2.2126 | 0.0746 | 2.2126 | 1.4875 |
224
+ | No log | 3.3592 | 346 | 2.0342 | 0.1448 | 2.0342 | 1.4263 |
225
+ | No log | 3.3786 | 348 | 1.6864 | -0.0430 | 1.6864 | 1.2986 |
226
+ | No log | 3.3981 | 350 | 1.5321 | 0.0415 | 1.5321 | 1.2378 |
227
+ | No log | 3.4175 | 352 | 1.4977 | 0.0941 | 1.4977 | 1.2238 |
228
+ | No log | 3.4369 | 354 | 1.5445 | 0.0976 | 1.5445 | 1.2428 |
229
+ | No log | 3.4563 | 356 | 1.6537 | 0.0628 | 1.6537 | 1.2860 |
230
+ | No log | 3.4757 | 358 | 1.6514 | 0.1468 | 1.6514 | 1.2850 |
231
+ | No log | 3.4951 | 360 | 1.5352 | 0.1674 | 1.5352 | 1.2390 |
232
+ | No log | 3.5146 | 362 | 1.4766 | 0.1717 | 1.4766 | 1.2151 |
233
+ | No log | 3.5340 | 364 | 1.5524 | 0.0961 | 1.5524 | 1.2460 |
234
+ | No log | 3.5534 | 366 | 1.5985 | 0.1436 | 1.5985 | 1.2643 |
235
+ | No log | 3.5728 | 368 | 1.5525 | 0.1416 | 1.5525 | 1.2460 |
236
+ | No log | 3.5922 | 370 | 1.4013 | 0.1608 | 1.4013 | 1.1838 |
237
+ | No log | 3.6117 | 372 | 1.2993 | 0.1217 | 1.2993 | 1.1399 |
238
+ | No log | 3.6311 | 374 | 1.3019 | 0.0780 | 1.3019 | 1.1410 |
239
+ | No log | 3.6505 | 376 | 1.3610 | 0.0780 | 1.3610 | 1.1666 |
240
+ | No log | 3.6699 | 378 | 1.3327 | 0.0499 | 1.3327 | 1.1544 |
241
+ | No log | 3.6893 | 380 | 1.3385 | 0.0499 | 1.3385 | 1.1569 |
242
+ | No log | 3.7087 | 382 | 1.4364 | 0.1846 | 1.4364 | 1.1985 |
243
+ | No log | 3.7282 | 384 | 1.6086 | 0.0708 | 1.6086 | 1.2683 |
244
+ | No log | 3.7476 | 386 | 1.6468 | 0.0066 | 1.6468 | 1.2833 |
245
+ | No log | 3.7670 | 388 | 1.7015 | 0.0534 | 1.7015 | 1.3044 |
246
+ | No log | 3.7864 | 390 | 1.6338 | 0.0123 | 1.6338 | 1.2782 |
247
+ | No log | 3.8058 | 392 | 1.5290 | 0.1080 | 1.5290 | 1.2365 |
248
+ | No log | 3.8252 | 394 | 1.5307 | 0.1080 | 1.5307 | 1.2372 |
249
+ | No log | 3.8447 | 396 | 1.5605 | 0.1535 | 1.5605 | 1.2492 |
250
+ | No log | 3.8641 | 398 | 1.5039 | 0.1707 | 1.5039 | 1.2264 |
251
+ | No log | 3.8835 | 400 | 1.4246 | 0.0923 | 1.4246 | 1.1936 |
252
+ | No log | 3.9029 | 402 | 1.4036 | 0.0584 | 1.4036 | 1.1847 |
253
+ | No log | 3.9223 | 404 | 1.4393 | 0.1654 | 1.4393 | 1.1997 |
254
+ | No log | 3.9417 | 406 | 1.4430 | 0.1654 | 1.4430 | 1.2013 |
255
+ | No log | 3.9612 | 408 | 1.4064 | 0.1712 | 1.4064 | 1.1859 |
256
+ | No log | 3.9806 | 410 | 1.4527 | 0.1371 | 1.4527 | 1.2053 |
257
+ | No log | 4.0 | 412 | 1.5831 | 0.0999 | 1.5831 | 1.2582 |
258
+ | No log | 4.0194 | 414 | 1.5360 | 0.1251 | 1.5360 | 1.2394 |
259
+ | No log | 4.0388 | 416 | 1.5478 | 0.1105 | 1.5478 | 1.2441 |
260
+ | No log | 4.0583 | 418 | 1.6088 | 0.0800 | 1.6088 | 1.2684 |
261
+ | No log | 4.0777 | 420 | 1.5212 | 0.0513 | 1.5212 | 1.2334 |
262
+ | No log | 4.0971 | 422 | 1.4348 | 0.0907 | 1.4348 | 1.1978 |
263
+ | No log | 4.1165 | 424 | 1.4859 | 0.1042 | 1.4859 | 1.2190 |
264
+ | No log | 4.1359 | 426 | 1.4928 | 0.1105 | 1.4928 | 1.2218 |
265
+ | No log | 4.1553 | 428 | 1.4541 | 0.1017 | 1.4541 | 1.2059 |
266
+ | No log | 4.1748 | 430 | 1.4739 | 0.2084 | 1.4739 | 1.2140 |
267
+ | No log | 4.1942 | 432 | 1.5742 | 0.2191 | 1.5742 | 1.2547 |
268
+ | No log | 4.2136 | 434 | 1.5463 | 0.2371 | 1.5463 | 1.2435 |
269
+ | No log | 4.2330 | 436 | 1.4039 | 0.1463 | 1.4039 | 1.1848 |
270
+ | No log | 4.2524 | 438 | 1.2975 | 0.0642 | 1.2975 | 1.1391 |
271
+ | No log | 4.2718 | 440 | 1.2852 | 0.0878 | 1.2852 | 1.1336 |
272
+ | No log | 4.2913 | 442 | 1.2924 | 0.0721 | 1.2924 | 1.1368 |
273
+ | No log | 4.3107 | 444 | 1.3277 | 0.1246 | 1.3277 | 1.1523 |
274
+ | No log | 4.3301 | 446 | 1.2935 | 0.1053 | 1.2935 | 1.1373 |
275
+ | No log | 4.3495 | 448 | 1.2774 | 0.1053 | 1.2774 | 1.1302 |
276
+ | No log | 4.3689 | 450 | 1.3400 | 0.0806 | 1.3400 | 1.1576 |
277
+ | No log | 4.3883 | 452 | 1.5337 | 0.2017 | 1.5337 | 1.2384 |
278
+ | No log | 4.4078 | 454 | 1.6331 | 0.1811 | 1.6331 | 1.2779 |
279
+ | No log | 4.4272 | 456 | 1.5352 | 0.1549 | 1.5352 | 1.2390 |
280
+ | No log | 4.4466 | 458 | 1.4827 | 0.0981 | 1.4827 | 1.2176 |
281
+ | No log | 4.4660 | 460 | 1.4613 | 0.1094 | 1.4613 | 1.2088 |
282
+ | No log | 4.4854 | 462 | 1.5107 | 0.1188 | 1.5107 | 1.2291 |
283
+ | No log | 4.5049 | 464 | 1.4887 | 0.1188 | 1.4887 | 1.2201 |
284
+ | No log | 4.5243 | 466 | 1.3663 | 0.1379 | 1.3663 | 1.1689 |
285
+ | No log | 4.5437 | 468 | 1.3227 | 0.1502 | 1.3227 | 1.1501 |
286
+ | No log | 4.5631 | 470 | 1.3602 | 0.1251 | 1.3602 | 1.1663 |
287
+ | No log | 4.5825 | 472 | 1.5068 | 0.1485 | 1.5068 | 1.2275 |
288
+ | No log | 4.6019 | 474 | 1.5986 | 0.1353 | 1.5986 | 1.2643 |
289
+ | No log | 4.6214 | 476 | 1.5013 | 0.2037 | 1.5013 | 1.2253 |
290
+ | No log | 4.6408 | 478 | 1.5130 | 0.2037 | 1.5130 | 1.2301 |
291
+ | No log | 4.6602 | 480 | 1.5877 | 0.0909 | 1.5877 | 1.2600 |
292
+ | No log | 4.6796 | 482 | 1.5598 | 0.1255 | 1.5598 | 1.2489 |
293
+ | No log | 4.6990 | 484 | 1.4786 | 0.2037 | 1.4786 | 1.2160 |
294
+ | No log | 4.7184 | 486 | 1.3476 | 0.0625 | 1.3476 | 1.1609 |
295
+ | No log | 4.7379 | 488 | 1.3314 | 0.0977 | 1.3314 | 1.1539 |
296
+ | No log | 4.7573 | 490 | 1.3672 | 0.1371 | 1.3672 | 1.1693 |
297
+ | No log | 4.7767 | 492 | 1.5229 | 0.1637 | 1.5229 | 1.2341 |
298
+ | No log | 4.7961 | 494 | 1.6160 | 0.0785 | 1.6160 | 1.2712 |
299
+ | No log | 4.8155 | 496 | 1.4946 | 0.0691 | 1.4946 | 1.2225 |
300
+ | No log | 4.8350 | 498 | 1.3605 | 0.0958 | 1.3605 | 1.1664 |
301
+ | 0.4221 | 4.8544 | 500 | 1.3402 | 0.0543 | 1.3402 | 1.1577 |
302
+ | 0.4221 | 4.8738 | 502 | 1.3856 | 0.0989 | 1.3856 | 1.1771 |
303
+ | 0.4221 | 4.8932 | 504 | 1.4825 | 0.1429 | 1.4825 | 1.2176 |
304
+ | 0.4221 | 4.9126 | 506 | 1.5846 | 0.0560 | 1.5846 | 1.2588 |
305
+ | 0.4221 | 4.9320 | 508 | 1.6100 | 0.0410 | 1.6100 | 1.2689 |
306
+ | 0.4221 | 4.9515 | 510 | 1.5769 | 0.0915 | 1.5769 | 1.2558 |
307
+ | 0.4221 | 4.9709 | 512 | 1.5162 | 0.1310 | 1.5162 | 1.2313 |
308
+ | 0.4221 | 4.9903 | 514 | 1.5345 | 0.0705 | 1.5345 | 1.2388 |
309
+ | 0.4221 | 5.0097 | 516 | 1.6575 | 0.0251 | 1.6575 | 1.2874 |
310
+ | 0.4221 | 5.0291 | 518 | 1.7256 | 0.0268 | 1.7256 | 1.3136 |
311
+ | 0.4221 | 5.0485 | 520 | 1.6934 | 0.0404 | 1.6934 | 1.3013 |
312
+ | 0.4221 | 5.0680 | 522 | 1.5765 | 0.1428 | 1.5765 | 1.2556 |
313
+ | 0.4221 | 5.0874 | 524 | 1.4461 | 0.1671 | 1.4461 | 1.2026 |
314
+ | 0.4221 | 5.1068 | 526 | 1.3811 | 0.1310 | 1.3811 | 1.1752 |
315
+ | 0.4221 | 5.1262 | 528 | 1.4128 | 0.1076 | 1.4128 | 1.1886 |
316
+ | 0.4221 | 5.1456 | 530 | 1.5687 | 0.1942 | 1.5687 | 1.2525 |
317
+ | 0.4221 | 5.1650 | 532 | 1.7428 | 0.1783 | 1.7428 | 1.3201 |
318
+ | 0.4221 | 5.1845 | 534 | 1.7856 | 0.1985 | 1.7856 | 1.3363 |
319
+ | 0.4221 | 5.2039 | 536 | 1.6666 | 0.2197 | 1.6666 | 1.2910 |
320
+ | 0.4221 | 5.2233 | 538 | 1.4724 | 0.1722 | 1.4724 | 1.2134 |
321
+ | 0.4221 | 5.2427 | 540 | 1.4015 | 0.1484 | 1.4015 | 1.1839 |
322
+ | 0.4221 | 5.2621 | 542 | 1.4418 | 0.1625 | 1.4418 | 1.2008 |
323
+ | 0.4221 | 5.2816 | 544 | 1.5648 | 0.1726 | 1.5648 | 1.2509 |
324
+ | 0.4221 | 5.3010 | 546 | 1.5884 | 0.1807 | 1.5884 | 1.2603 |
325
+ | 0.4221 | 5.3204 | 548 | 1.4461 | 0.2090 | 1.4461 | 1.2026 |
326
+ | 0.4221 | 5.3398 | 550 | 1.3394 | 0.1281 | 1.3394 | 1.1573 |
327
+ | 0.4221 | 5.3592 | 552 | 1.3267 | 0.0923 | 1.3267 | 1.1518 |
328
+ | 0.4221 | 5.3786 | 554 | 1.3763 | 0.1405 | 1.3763 | 1.1731 |
329
+ | 0.4221 | 5.3981 | 556 | 1.4737 | 0.1163 | 1.4737 | 1.2140 |
330
+ | 0.4221 | 5.4175 | 558 | 1.5060 | 0.1484 | 1.5060 | 1.2272 |
331
+ | 0.4221 | 5.4369 | 560 | 1.4635 | 0.1484 | 1.4635 | 1.2097 |
332
+ | 0.4221 | 5.4563 | 562 | 1.4006 | 0.1053 | 1.4006 | 1.1835 |
333
+ | 0.4221 | 5.4757 | 564 | 1.3976 | 0.1053 | 1.3976 | 1.1822 |
334
+ | 0.4221 | 5.4951 | 566 | 1.4601 | 0.1614 | 1.4601 | 1.2083 |
335
+ | 0.4221 | 5.5146 | 568 | 1.5179 | 0.1166 | 1.5179 | 1.2320 |
336
+ | 0.4221 | 5.5340 | 570 | 1.5181 | 0.1573 | 1.5181 | 1.2321 |
337
+ | 0.4221 | 5.5534 | 572 | 1.4383 | 0.1149 | 1.4383 | 1.1993 |
338
+ | 0.4221 | 5.5728 | 574 | 1.4103 | 0.0324 | 1.4103 | 1.1876 |
339
+ | 0.4221 | 5.5922 | 576 | 1.4159 | 0.0324 | 1.4159 | 1.1899 |
340
+ | 0.4221 | 5.6117 | 578 | 1.4189 | 0.0277 | 1.4189 | 1.1912 |
341
+ | 0.4221 | 5.6311 | 580 | 1.4699 | 0.1085 | 1.4699 | 1.2124 |
342
+ | 0.4221 | 5.6505 | 582 | 1.5619 | 0.1462 | 1.5619 | 1.2497 |
343
+ | 0.4221 | 5.6699 | 584 | 1.6239 | 0.0662 | 1.6239 | 1.2743 |
344
+ | 0.4221 | 5.6893 | 586 | 1.5682 | 0.1339 | 1.5682 | 1.2523 |
345
+ | 0.4221 | 5.7087 | 588 | 1.4978 | 0.1097 | 1.4978 | 1.2238 |
346
+ | 0.4221 | 5.7282 | 590 | 1.4925 | 0.0842 | 1.4925 | 1.2217 |
347
+ | 0.4221 | 5.7476 | 592 | 1.4813 | 0.1247 | 1.4813 | 1.2171 |
348
+ | 0.4221 | 5.7670 | 594 | 1.5094 | 0.1429 | 1.5094 | 1.2286 |
349
+ | 0.4221 | 5.7864 | 596 | 1.5055 | 0.1758 | 1.5055 | 1.2270 |
350
+ | 0.4221 | 5.8058 | 598 | 1.5230 | 0.1428 | 1.5230 | 1.2341 |
351
+ | 0.4221 | 5.8252 | 600 | 1.5025 | 0.1428 | 1.5025 | 1.2258 |
352
+ | 0.4221 | 5.8447 | 602 | 1.4099 | 0.1557 | 1.4099 | 1.1874 |
353
+ | 0.4221 | 5.8641 | 604 | 1.3636 | 0.1279 | 1.3636 | 1.1677 |
354
+ | 0.4221 | 5.8835 | 606 | 1.3808 | 0.1279 | 1.3808 | 1.1751 |
355
+ | 0.4221 | 5.9029 | 608 | 1.4762 | 0.1713 | 1.4762 | 1.2150 |
356
+ | 0.4221 | 5.9223 | 610 | 1.7059 | 0.1075 | 1.7059 | 1.3061 |
357
+ | 0.4221 | 5.9417 | 612 | 1.7991 | 0.1368 | 1.7991 | 1.3413 |
358
+ | 0.4221 | 5.9612 | 614 | 1.6823 | 0.0472 | 1.6823 | 1.2970 |
359
+ | 0.4221 | 5.9806 | 616 | 1.4376 | 0.1371 | 1.4376 | 1.1990 |
360
+ | 0.4221 | 6.0 | 618 | 1.2839 | 0.0941 | 1.2839 | 1.1331 |
361
+ | 0.4221 | 6.0194 | 620 | 1.2645 | 0.1009 | 1.2645 | 1.1245 |
362
+ | 0.4221 | 6.0388 | 622 | 1.3006 | 0.1658 | 1.3006 | 1.1404 |
363
+ | 0.4221 | 6.0583 | 624 | 1.4050 | 0.1611 | 1.4050 | 1.1853 |
364
+ | 0.4221 | 6.0777 | 626 | 1.5370 | 0.1807 | 1.5370 | 1.2398 |
365
+ | 0.4221 | 6.0971 | 628 | 1.5831 | 0.1254 | 1.5831 | 1.2582 |
366
+ | 0.4221 | 6.1165 | 630 | 1.4904 | 0.2212 | 1.4904 | 1.2208 |
367
+ | 0.4221 | 6.1359 | 632 | 1.3998 | 0.1312 | 1.3998 | 1.1831 |
368
+ | 0.4221 | 6.1553 | 634 | 1.3945 | 0.1312 | 1.3945 | 1.1809 |
369
+ | 0.4221 | 6.1748 | 636 | 1.4278 | 0.1611 | 1.4278 | 1.1949 |
370
+ | 0.4221 | 6.1942 | 638 | 1.5547 | 0.1358 | 1.5547 | 1.2469 |
371
+ | 0.4221 | 6.2136 | 640 | 1.6803 | 0.1191 | 1.6803 | 1.2962 |
372
+ | 0.4221 | 6.2330 | 642 | 1.6387 | 0.1471 | 1.6387 | 1.2801 |
373
+ | 0.4221 | 6.2524 | 644 | 1.4734 | 0.1309 | 1.4734 | 1.2138 |
374
+ | 0.4221 | 6.2718 | 646 | 1.3515 | 0.1519 | 1.3515 | 1.1626 |
375
+ | 0.4221 | 6.2913 | 648 | 1.3458 | 0.1557 | 1.3458 | 1.1601 |
376
+ | 0.4221 | 6.3107 | 650 | 1.3896 | 0.1557 | 1.3896 | 1.1788 |
377
+ | 0.4221 | 6.3301 | 652 | 1.4609 | 0.1159 | 1.4609 | 1.2087 |
378
+ | 0.4221 | 6.3495 | 654 | 1.4995 | 0.1098 | 1.4995 | 1.2245 |
379
+ | 0.4221 | 6.3689 | 656 | 1.4354 | 0.1219 | 1.4354 | 1.1981 |
380
+ | 0.4221 | 6.3883 | 658 | 1.3605 | 0.0527 | 1.3605 | 1.1664 |
381
+ | 0.4221 | 6.4078 | 660 | 1.3410 | 0.0974 | 1.3410 | 1.1580 |
382
+ | 0.4221 | 6.4272 | 662 | 1.3075 | 0.0974 | 1.3075 | 1.1435 |
383
+ | 0.4221 | 6.4466 | 664 | 1.3076 | 0.0872 | 1.3076 | 1.1435 |
384
+ | 0.4221 | 6.4660 | 666 | 1.3577 | 0.1315 | 1.3577 | 1.1652 |
385
+ | 0.4221 | 6.4854 | 668 | 1.4768 | 0.1611 | 1.4768 | 1.2152 |
386
+ | 0.4221 | 6.5049 | 670 | 1.6637 | 0.0792 | 1.6637 | 1.2898 |
387
+ | 0.4221 | 6.5243 | 672 | 1.8070 | 0.1040 | 1.8070 | 1.3442 |
388
+ | 0.4221 | 6.5437 | 674 | 1.7522 | 0.0813 | 1.7522 | 1.3237 |
389
+ | 0.4221 | 6.5631 | 676 | 1.5667 | 0.1254 | 1.5667 | 1.2517 |
390
+ | 0.4221 | 6.5825 | 678 | 1.4542 | 0.1519 | 1.4542 | 1.2059 |
391
+ | 0.4221 | 6.6019 | 680 | 1.4269 | 0.1519 | 1.4269 | 1.1945 |
392
+ | 0.4221 | 6.6214 | 682 | 1.4431 | 0.1807 | 1.4431 | 1.2013 |
393
+ | 0.4221 | 6.6408 | 684 | 1.4378 | 0.1807 | 1.4377 | 1.1991 |
394
+ | 0.4221 | 6.6602 | 686 | 1.4112 | 0.2236 | 1.4112 | 1.1880 |
395
+ | 0.4221 | 6.6796 | 688 | 1.4395 | 0.1898 | 1.4395 | 1.1998 |
396
+ | 0.4221 | 6.6990 | 690 | 1.4000 | 0.2330 | 1.4000 | 1.1832 |
397
+ | 0.4221 | 6.7184 | 692 | 1.4430 | 0.1713 | 1.4430 | 1.2013 |
398
+ | 0.4221 | 6.7379 | 694 | 1.5173 | 0.2212 | 1.5173 | 1.2318 |
399
+ | 0.4221 | 6.7573 | 696 | 1.4621 | 0.2212 | 1.4621 | 1.2092 |
400
+ | 0.4221 | 6.7767 | 698 | 1.3962 | 0.1450 | 1.3962 | 1.1816 |
401
+ | 0.4221 | 6.7961 | 700 | 1.4247 | 0.2349 | 1.4247 | 1.1936 |
402
+ | 0.4221 | 6.8155 | 702 | 1.5112 | 0.2250 | 1.5112 | 1.2293 |
403
+ | 0.4221 | 6.8350 | 704 | 1.4703 | 0.2250 | 1.4703 | 1.2126 |
404
+ | 0.4221 | 6.8544 | 706 | 1.3737 | 0.1537 | 1.3737 | 1.1721 |
405
+ | 0.4221 | 6.8738 | 708 | 1.3049 | 0.1819 | 1.3049 | 1.1423 |
406
+ | 0.4221 | 6.8932 | 710 | 1.2844 | 0.1675 | 1.2844 | 1.1333 |
407
+ | 0.4221 | 6.9126 | 712 | 1.3292 | 0.1364 | 1.3292 | 1.1529 |
408
+ | 0.4221 | 6.9320 | 714 | 1.4930 | 0.2250 | 1.4930 | 1.2219 |
409
+ | 0.4221 | 6.9515 | 716 | 1.5316 | 0.2108 | 1.5316 | 1.2376 |
410
+ | 0.4221 | 6.9709 | 718 | 1.4743 | 0.2212 | 1.4743 | 1.2142 |
411
+ | 0.4221 | 6.9903 | 720 | 1.4544 | 0.1713 | 1.4544 | 1.2060 |
412
+ | 0.4221 | 7.0097 | 722 | 1.4433 | 0.1898 | 1.4433 | 1.2014 |
413
+ | 0.4221 | 7.0291 | 724 | 1.4863 | 0.1898 | 1.4863 | 1.2191 |
414
+ | 0.4221 | 7.0485 | 726 | 1.5422 | 0.1517 | 1.5422 | 1.2419 |
415
+ | 0.4221 | 7.0680 | 728 | 1.5853 | 0.1109 | 1.5853 | 1.2591 |
416
+ | 0.4221 | 7.0874 | 730 | 1.5435 | 0.0843 | 1.5435 | 1.2424 |
417
+ | 0.4221 | 7.1068 | 732 | 1.4680 | 0.0527 | 1.4680 | 1.2116 |
418
+ | 0.4221 | 7.1262 | 734 | 1.4324 | 0.1144 | 1.4324 | 1.1968 |
419
+ | 0.4221 | 7.1456 | 736 | 1.4107 | 0.1144 | 1.4107 | 1.1877 |
420
+ | 0.4221 | 7.1650 | 738 | 1.4457 | 0.0700 | 1.4457 | 1.2024 |
421
+ | 0.4221 | 7.1845 | 740 | 1.4669 | 0.1144 | 1.4669 | 1.2111 |
422
+ | 0.4221 | 7.2039 | 742 | 1.4075 | 0.1144 | 1.4075 | 1.1864 |
423
+ | 0.4221 | 7.2233 | 744 | 1.3714 | 0.1144 | 1.3714 | 1.1711 |
424
+ | 0.4221 | 7.2427 | 746 | 1.3664 | 0.1144 | 1.3664 | 1.1689 |
425
+ | 0.4221 | 7.2621 | 748 | 1.3593 | 0.1144 | 1.3593 | 1.1659 |
426
+ | 0.4221 | 7.2816 | 750 | 1.4042 | 0.1405 | 1.4042 | 1.1850 |
427
+ | 0.4221 | 7.3010 | 752 | 1.4657 | 0.1707 | 1.4657 | 1.2107 |
428
+ | 0.4221 | 7.3204 | 754 | 1.4666 | 0.2041 | 1.4666 | 1.2110 |
429
+ | 0.4221 | 7.3398 | 756 | 1.5241 | 0.2286 | 1.5241 | 1.2345 |
430
+ | 0.4221 | 7.3592 | 758 | 1.5666 | 0.1977 | 1.5666 | 1.2516 |
431
+ | 0.4221 | 7.3786 | 760 | 1.5286 | 0.2321 | 1.5286 | 1.2364 |
432
+ | 0.4221 | 7.3981 | 762 | 1.4064 | 0.1557 | 1.4064 | 1.1859 |
433
+ | 0.4221 | 7.4175 | 764 | 1.3480 | 0.2152 | 1.3480 | 1.1610 |
434
+ | 0.4221 | 7.4369 | 766 | 1.3100 | 0.1114 | 1.3100 | 1.1445 |
435
+ | 0.4221 | 7.4563 | 768 | 1.3409 | 0.1442 | 1.3409 | 1.1580 |
436
+ | 0.4221 | 7.4757 | 770 | 1.4567 | 0.1850 | 1.4567 | 1.2069 |
437
+ | 0.4221 | 7.4951 | 772 | 1.5695 | 0.2020 | 1.5695 | 1.2528 |
438
+ | 0.4221 | 7.5146 | 774 | 1.6550 | 0.1547 | 1.6550 | 1.2865 |
439
+ | 0.4221 | 7.5340 | 776 | 1.6052 | 0.1631 | 1.6052 | 1.2670 |
440
+ | 0.4221 | 7.5534 | 778 | 1.5031 | 0.1891 | 1.5031 | 1.2260 |
441
+ | 0.4221 | 7.5728 | 780 | 1.3910 | 0.1707 | 1.3910 | 1.1794 |
442
+ | 0.4221 | 7.5922 | 782 | 1.2996 | 0.0789 | 1.2996 | 1.1400 |
443
+ | 0.4221 | 7.6117 | 784 | 1.2898 | 0.0340 | 1.2898 | 1.1357 |
444
+ | 0.4221 | 7.6311 | 786 | 1.3108 | 0.1525 | 1.3108 | 1.1449 |
445
+ | 0.4221 | 7.6505 | 788 | 1.4200 | 0.2275 | 1.4200 | 1.1917 |
446
+ | 0.4221 | 7.6699 | 790 | 1.5082 | 0.1892 | 1.5082 | 1.2281 |
447
+ | 0.4221 | 7.6893 | 792 | 1.4943 | 0.1708 | 1.4943 | 1.2224 |
448
+ | 0.4221 | 7.7087 | 794 | 1.4638 | 0.1753 | 1.4638 | 1.2099 |
449
+ | 0.4221 | 7.7282 | 796 | 1.4056 | 0.1557 | 1.4056 | 1.1856 |
450
+ | 0.4221 | 7.7476 | 798 | 1.3380 | 0.1541 | 1.3380 | 1.1567 |
451
+ | 0.4221 | 7.7670 | 800 | 1.3203 | 0.0916 | 1.3203 | 1.1490 |
452
+ | 0.4221 | 7.7864 | 802 | 1.3302 | 0.0916 | 1.3302 | 1.1533 |
453
+ | 0.4221 | 7.8058 | 804 | 1.3629 | 0.1085 | 1.3629 | 1.1674 |
454
+ | 0.4221 | 7.8252 | 806 | 1.3898 | 0.1614 | 1.3898 | 1.1789 |
455
+ | 0.4221 | 7.8447 | 808 | 1.4145 | 0.1707 | 1.4145 | 1.1893 |
456
+ | 0.4221 | 7.8641 | 810 | 1.4224 | 0.1997 | 1.4224 | 1.1927 |
457
+ | 0.4221 | 7.8835 | 812 | 1.4128 | 0.1696 | 1.4128 | 1.1886 |
458
+ | 0.4221 | 7.9029 | 814 | 1.3813 | 0.1541 | 1.3813 | 1.1753 |
459
+ | 0.4221 | 7.9223 | 816 | 1.3872 | 0.1707 | 1.3872 | 1.1778 |
460
+ | 0.4221 | 7.9417 | 818 | 1.3928 | 0.1667 | 1.3928 | 1.1802 |
461
+ | 0.4221 | 7.9612 | 820 | 1.3940 | 0.1951 | 1.3940 | 1.1807 |
462
+ | 0.4221 | 7.9806 | 822 | 1.3972 | 0.1771 | 1.3972 | 1.1820 |
463
+ | 0.4221 | 8.0 | 824 | 1.4604 | 0.2261 | 1.4604 | 1.2085 |
464
+ | 0.4221 | 8.0194 | 826 | 1.4597 | 0.2124 | 1.4597 | 1.2082 |
465
+ | 0.4221 | 8.0388 | 828 | 1.5298 | 0.2286 | 1.5298 | 1.2369 |
466
+ | 0.4221 | 8.0583 | 830 | 1.5356 | 0.2286 | 1.5356 | 1.2392 |
467
+ | 0.4221 | 8.0777 | 832 | 1.4426 | 0.2041 | 1.4426 | 1.2011 |
468
+ | 0.4221 | 8.0971 | 834 | 1.4488 | 0.1611 | 1.4488 | 1.2037 |
469
+ | 0.4221 | 8.1165 | 836 | 1.4404 | 0.1611 | 1.4404 | 1.2002 |
470
+ | 0.4221 | 8.1359 | 838 | 1.3834 | 0.1557 | 1.3834 | 1.1762 |
471
+ | 0.4221 | 8.1553 | 840 | 1.3504 | 0.1442 | 1.3504 | 1.1621 |
472
+ | 0.4221 | 8.1748 | 842 | 1.3447 | 0.1442 | 1.3447 | 1.1596 |
473
+ | 0.4221 | 8.1942 | 844 | 1.3582 | 0.1379 | 1.3582 | 1.1654 |
474
+ | 0.4221 | 8.2136 | 846 | 1.3542 | 0.1379 | 1.3542 | 1.1637 |
475
+ | 0.4221 | 8.2330 | 848 | 1.3076 | 0.1015 | 1.3076 | 1.1435 |
476
+ | 0.4221 | 8.2524 | 850 | 1.3066 | 0.1015 | 1.3066 | 1.1430 |
477
+ | 0.4221 | 8.2718 | 852 | 1.3349 | 0.1281 | 1.3349 | 1.1554 |
478
+ | 0.4221 | 8.2913 | 854 | 1.3639 | 0.1379 | 1.3639 | 1.1679 |
479
+ | 0.4221 | 8.3107 | 856 | 1.3461 | 0.1541 | 1.3461 | 1.1602 |
480
+ | 0.4221 | 8.3301 | 858 | 1.3525 | 0.1344 | 1.3524 | 1.1629 |
481
+ | 0.4221 | 8.3495 | 860 | 1.3683 | 0.1344 | 1.3683 | 1.1697 |
482
+ | 0.4221 | 8.3689 | 862 | 1.4314 | 0.1758 | 1.4314 | 1.1964 |
483
+ | 0.4221 | 8.3883 | 864 | 1.5435 | 0.2212 | 1.5435 | 1.2424 |
484
+ | 0.4221 | 8.4078 | 866 | 1.6299 | 0.1888 | 1.6299 | 1.2767 |
485
+ | 0.4221 | 8.4272 | 868 | 1.6184 | 0.1888 | 1.6184 | 1.2721 |
486
+ | 0.4221 | 8.4466 | 870 | 1.5447 | 0.1708 | 1.5447 | 1.2429 |
487
+ | 0.4221 | 8.4660 | 872 | 1.4061 | 0.1750 | 1.4061 | 1.1858 |
488
+ | 0.4221 | 8.4854 | 874 | 1.2714 | 0.1048 | 1.2714 | 1.1276 |
489
+ | 0.4221 | 8.5049 | 876 | 1.2251 | 0.0771 | 1.2251 | 1.1069 |
490
+ | 0.4221 | 8.5243 | 878 | 1.2249 | 0.0872 | 1.2249 | 1.1068 |
491
+ | 0.4221 | 8.5437 | 880 | 1.2592 | 0.1048 | 1.2592 | 1.1222 |
492
+ | 0.4221 | 8.5631 | 882 | 1.3461 | 0.1696 | 1.3461 | 1.1602 |
493
+ | 0.4221 | 8.5825 | 884 | 1.3846 | 0.1611 | 1.3846 | 1.1767 |
494
+ | 0.4221 | 8.6019 | 886 | 1.3880 | 0.1611 | 1.3880 | 1.1781 |
495
+ | 0.4221 | 8.6214 | 888 | 1.4451 | 0.2212 | 1.4451 | 1.2021 |
496
+ | 0.4221 | 8.6408 | 890 | 1.4707 | 0.2212 | 1.4707 | 1.2127 |
497
+ | 0.4221 | 8.6602 | 892 | 1.4735 | 0.1898 | 1.4735 | 1.2139 |
498
+ | 0.4221 | 8.6796 | 894 | 1.4305 | 0.1611 | 1.4305 | 1.1961 |
499
+ | 0.4221 | 8.6990 | 896 | 1.3995 | 0.1611 | 1.3995 | 1.1830 |
500
+ | 0.4221 | 8.7184 | 898 | 1.3643 | 0.1048 | 1.3643 | 1.1680 |
501
+ | 0.4221 | 8.7379 | 900 | 1.3514 | 0.1048 | 1.3514 | 1.1625 |
502
+ | 0.4221 | 8.7573 | 902 | 1.3386 | 0.1048 | 1.3386 | 1.1570 |
503
+ | 0.4221 | 8.7767 | 904 | 1.3657 | 0.1696 | 1.3657 | 1.1686 |
504
+ | 0.4221 | 8.7961 | 906 | 1.3938 | 0.1611 | 1.3938 | 1.1806 |
505
+ | 0.4221 | 8.8155 | 908 | 1.4602 | 0.1611 | 1.4602 | 1.2084 |
506
+ | 0.4221 | 8.8350 | 910 | 1.4698 | 0.1611 | 1.4698 | 1.2123 |
507
+ | 0.4221 | 8.8544 | 912 | 1.4074 | 0.1611 | 1.4074 | 1.1863 |
508
+ | 0.4221 | 8.8738 | 914 | 1.3800 | 0.2046 | 1.3800 | 1.1747 |
509
+ | 0.4221 | 8.8932 | 916 | 1.3387 | 0.1020 | 1.3387 | 1.1570 |
510
+ | 0.4221 | 8.9126 | 918 | 1.2936 | 0.0682 | 1.2936 | 1.1374 |
511
+ | 0.4221 | 8.9320 | 920 | 1.2931 | 0.0682 | 1.2931 | 1.1371 |
512
+ | 0.4221 | 8.9515 | 922 | 1.2965 | 0.0682 | 1.2965 | 1.1386 |
513
+ | 0.4221 | 8.9709 | 924 | 1.3008 | 0.0682 | 1.3008 | 1.1405 |
514
+ | 0.4221 | 8.9903 | 926 | 1.3467 | 0.1048 | 1.3467 | 1.1605 |
515
+ | 0.4221 | 9.0097 | 928 | 1.4290 | 0.1596 | 1.4290 | 1.1954 |
516
+ | 0.4221 | 9.0291 | 930 | 1.4598 | 0.1650 | 1.4598 | 1.2082 |
517
+ | 0.4221 | 9.0485 | 932 | 1.4028 | 0.2046 | 1.4028 | 1.1844 |
518
+ | 0.4221 | 9.0680 | 934 | 1.3300 | 0.1502 | 1.3300 | 1.1533 |
519
+ | 0.4221 | 9.0874 | 936 | 1.3178 | 0.1405 | 1.3178 | 1.1480 |
520
+ | 0.4221 | 9.1068 | 938 | 1.3571 | 0.1344 | 1.3571 | 1.1650 |
521
+ | 0.4221 | 9.1262 | 940 | 1.3876 | 0.2046 | 1.3876 | 1.1780 |
522
+ | 0.4221 | 9.1456 | 942 | 1.3717 | 0.1750 | 1.3717 | 1.1712 |
523
+ | 0.4221 | 9.1650 | 944 | 1.3609 | 0.1750 | 1.3609 | 1.1666 |
524
+ | 0.4221 | 9.1845 | 946 | 1.3455 | 0.1502 | 1.3455 | 1.1599 |
525
+ | 0.4221 | 9.2039 | 948 | 1.3037 | 0.1085 | 1.3037 | 1.1418 |
526
+ | 0.4221 | 9.2233 | 950 | 1.3076 | 0.1085 | 1.3076 | 1.1435 |
527
+ | 0.4221 | 9.2427 | 952 | 1.3671 | 0.1707 | 1.3671 | 1.1692 |
528
+ | 0.4221 | 9.2621 | 954 | 1.4692 | 0.2634 | 1.4692 | 1.2121 |
529
+ | 0.4221 | 9.2816 | 956 | 1.4779 | 0.2634 | 1.4779 | 1.2157 |
530
+ | 0.4221 | 9.3010 | 958 | 1.4359 | 0.2330 | 1.4359 | 1.1983 |
531
+ | 0.4221 | 9.3204 | 960 | 1.3970 | 0.1344 | 1.3970 | 1.1819 |
532
+ | 0.4221 | 9.3398 | 962 | 1.3839 | 0.1344 | 1.3839 | 1.1764 |
533
+ | 0.4221 | 9.3592 | 964 | 1.3886 | 0.1696 | 1.3886 | 1.1784 |
534
+ | 0.4221 | 9.3786 | 966 | 1.3876 | 0.1379 | 1.3876 | 1.1779 |
535
+ | 0.4221 | 9.3981 | 968 | 1.3728 | 0.1379 | 1.3728 | 1.1717 |
536
+ | 0.4221 | 9.4175 | 970 | 1.3817 | 0.1379 | 1.3817 | 1.1755 |
537
+ | 0.4221 | 9.4369 | 972 | 1.4070 | 0.1282 | 1.4070 | 1.1862 |
538
+ | 0.4221 | 9.4563 | 974 | 1.4101 | 0.1696 | 1.4101 | 1.1875 |
539
+ | 0.4221 | 9.4757 | 976 | 1.3685 | 0.1405 | 1.3685 | 1.1698 |
540
+ | 0.4221 | 9.4951 | 978 | 1.3536 | 0.1405 | 1.3536 | 1.1635 |
541
+ | 0.4221 | 9.5146 | 980 | 1.3857 | 0.2152 | 1.3857 | 1.1771 |
542
+ | 0.4221 | 9.5340 | 982 | 1.3739 | 0.2000 | 1.3739 | 1.1721 |
543
+ | 0.4221 | 9.5534 | 984 | 1.3397 | 0.2152 | 1.3397 | 1.1575 |
544
+ | 0.4221 | 9.5728 | 986 | 1.2889 | 0.1562 | 1.2889 | 1.1353 |
545
+ | 0.4221 | 9.5922 | 988 | 1.2692 | 0.1371 | 1.2692 | 1.1266 |
546
+ | 0.4221 | 9.6117 | 990 | 1.2915 | 0.2152 | 1.2915 | 1.1364 |
547
+ | 0.4221 | 9.6311 | 992 | 1.3789 | 0.2000 | 1.3789 | 1.1743 |
548
+ | 0.4221 | 9.6505 | 994 | 1.4436 | 0.1517 | 1.4436 | 1.2015 |
549
+ | 0.4221 | 9.6699 | 996 | 1.4811 | 0.1848 | 1.4811 | 1.2170 |
550
+ | 0.4221 | 9.6893 | 998 | 1.4795 | 0.1848 | 1.4795 | 1.2164 |
551
+ | 0.0699 | 9.7087 | 1000 | 1.4162 | 0.1611 | 1.4162 | 1.1900 |
552
+ | 0.0699 | 9.7282 | 1002 | 1.3382 | 0.2000 | 1.3382 | 1.1568 |
553
+ | 0.0699 | 9.7476 | 1004 | 1.2783 | 0.1442 | 1.2783 | 1.1306 |
554
+ | 0.0699 | 9.7670 | 1006 | 1.2669 | 0.1442 | 1.2669 | 1.1256 |
555
+ | 0.0699 | 9.7864 | 1008 | 1.2874 | 0.1379 | 1.2874 | 1.1346 |
556
+ | 0.0699 | 9.8058 | 1010 | 1.3147 | 0.1379 | 1.3147 | 1.1466 |
557
+ | 0.0699 | 9.8252 | 1012 | 1.3890 | 0.1440 | 1.3890 | 1.1786 |
558
 
559
 
560
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