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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task7_organization

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  1. README.md +288 -310
  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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task7_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task7_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: 0.7519
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- - Qwk: 0.1508
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- - Mse: 0.7519
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- - Rmse: 0.8671
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  ## Model description
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@@ -49,310 +49,288 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0833 | 2 | 2.6752 | -0.0924 | 2.6752 | 1.6356 |
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- | No log | 0.1667 | 4 | 1.2579 | 0.0989 | 1.2579 | 1.1216 |
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- | No log | 0.25 | 6 | 1.1325 | -0.1021 | 1.1325 | 1.0642 |
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- | No log | 0.3333 | 8 | 1.1684 | 0.0275 | 1.1684 | 1.0809 |
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- | No log | 0.4167 | 10 | 1.1154 | 0.1243 | 1.1154 | 1.0561 |
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- | No log | 0.5 | 12 | 0.7263 | 0.2662 | 0.7263 | 0.8522 |
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- | No log | 0.5833 | 14 | 0.8348 | 0.3492 | 0.8348 | 0.9137 |
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- | No log | 0.6667 | 16 | 0.7974 | 0.2494 | 0.7974 | 0.8930 |
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- | No log | 0.75 | 18 | 0.6558 | 0.0393 | 0.6558 | 0.8098 |
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- | No log | 0.8333 | 20 | 0.6777 | 0.1863 | 0.6777 | 0.8232 |
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- | No log | 0.9167 | 22 | 0.7596 | 0.3444 | 0.7596 | 0.8716 |
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- | No log | 1.0 | 24 | 0.7183 | 0.3312 | 0.7183 | 0.8475 |
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- | No log | 1.0833 | 26 | 0.6834 | 0.0898 | 0.6834 | 0.8267 |
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- | No log | 1.1667 | 28 | 1.0310 | 0.2081 | 1.0310 | 1.0154 |
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- | No log | 1.25 | 30 | 1.2726 | 0.1453 | 1.2726 | 1.1281 |
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- | No log | 1.3333 | 32 | 1.1546 | 0.2230 | 1.1546 | 1.0745 |
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- | No log | 1.4167 | 34 | 0.8899 | 0.2977 | 0.8899 | 0.9434 |
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- | No log | 1.5 | 36 | 0.7192 | 0.0027 | 0.7192 | 0.8481 |
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- | No log | 1.5833 | 38 | 0.6673 | 0.0764 | 0.6673 | 0.8169 |
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- | No log | 1.6667 | 40 | 0.6878 | 0.1591 | 0.6878 | 0.8293 |
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- | No log | 1.75 | 42 | 0.7331 | 0.1608 | 0.7331 | 0.8562 |
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- | No log | 1.8333 | 44 | 0.9457 | 0.2964 | 0.9457 | 0.9725 |
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- | No log | 1.9167 | 46 | 1.3004 | 0.1232 | 1.3004 | 1.1403 |
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- | No log | 2.0 | 48 | 1.5272 | -0.0262 | 1.5272 | 1.2358 |
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- | No log | 2.0833 | 50 | 1.5847 | 0.0 | 1.5847 | 1.2588 |
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- | No log | 2.1667 | 52 | 1.5528 | 0.0 | 1.5528 | 1.2461 |
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- | No log | 2.25 | 54 | 1.4616 | 0.0 | 1.4616 | 1.2090 |
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- | No log | 2.3333 | 56 | 1.3014 | -0.0038 | 1.3014 | 1.1408 |
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- | No log | 2.4167 | 58 | 1.0898 | 0.3803 | 1.0898 | 1.0440 |
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- | No log | 2.5 | 60 | 0.8416 | 0.0905 | 0.8416 | 0.9174 |
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- | No log | 2.5833 | 62 | 0.7750 | 0.0255 | 0.7750 | 0.8803 |
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- | No log | 2.6667 | 64 | 0.7851 | 0.0618 | 0.7851 | 0.8861 |
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- | No log | 2.75 | 66 | 0.7994 | -0.0121 | 0.7994 | 0.8941 |
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- | No log | 2.8333 | 68 | 0.8099 | -0.0099 | 0.8099 | 0.8999 |
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- | No log | 2.9167 | 70 | 0.8392 | 0.0495 | 0.8392 | 0.9161 |
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- | No log | 3.0 | 72 | 0.8769 | 0.0522 | 0.8769 | 0.9365 |
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- | No log | 3.0833 | 74 | 0.9188 | 0.0952 | 0.9188 | 0.9586 |
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- | No log | 3.1667 | 76 | 0.8849 | 0.1294 | 0.8849 | 0.9407 |
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- | No log | 3.25 | 78 | 0.8039 | 0.1218 | 0.8039 | 0.8966 |
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- | No log | 3.3333 | 80 | 0.7605 | 0.0748 | 0.7605 | 0.8721 |
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- | No log | 3.4167 | 82 | 0.7608 | 0.1500 | 0.7608 | 0.8723 |
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- | No log | 3.5 | 84 | 0.8034 | 0.3522 | 0.8034 | 0.8963 |
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- | No log | 3.5833 | 86 | 0.7972 | 0.2642 | 0.7972 | 0.8929 |
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- | No log | 3.6667 | 88 | 0.8017 | 0.1907 | 0.8017 | 0.8954 |
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- | No log | 3.75 | 90 | 0.7838 | 0.1923 | 0.7838 | 0.8853 |
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- | No log | 3.8333 | 92 | 0.7804 | 0.2205 | 0.7804 | 0.8834 |
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- | No log | 3.9167 | 94 | 0.7448 | 0.1813 | 0.7448 | 0.8630 |
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- | No log | 4.0 | 96 | 0.7879 | 0.1135 | 0.7879 | 0.8877 |
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- | No log | 4.0833 | 98 | 0.8048 | 0.1569 | 0.8048 | 0.8971 |
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- | No log | 4.1667 | 100 | 0.7608 | 0.1813 | 0.7608 | 0.8722 |
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- | No log | 4.25 | 102 | 0.7716 | 0.3131 | 0.7716 | 0.8784 |
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- | No log | 4.3333 | 104 | 0.9007 | 0.3043 | 0.9007 | 0.9491 |
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- | No log | 4.4167 | 106 | 0.7942 | 0.3069 | 0.7942 | 0.8912 |
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- | No log | 4.5 | 108 | 0.7290 | 0.2622 | 0.7290 | 0.8538 |
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- | No log | 4.5833 | 110 | 0.7815 | 0.3953 | 0.7815 | 0.8840 |
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- | No log | 4.6667 | 112 | 0.7481 | 0.3373 | 0.7481 | 0.8649 |
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- | No log | 4.75 | 114 | 0.7546 | 0.3443 | 0.7546 | 0.8687 |
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- | No log | 4.8333 | 116 | 0.7508 | 0.3443 | 0.7508 | 0.8665 |
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- | No log | 4.9167 | 118 | 0.7099 | 0.2072 | 0.7099 | 0.8426 |
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- | No log | 5.0 | 120 | 0.7197 | 0.1627 | 0.7197 | 0.8484 |
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- | No log | 5.0833 | 122 | 0.7313 | 0.1952 | 0.7313 | 0.8551 |
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- | No log | 5.1667 | 124 | 0.7603 | 0.3265 | 0.7603 | 0.8720 |
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- | No log | 5.25 | 126 | 0.7497 | 0.2542 | 0.7497 | 0.8658 |
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- | No log | 5.3333 | 128 | 0.8322 | 0.3020 | 0.8322 | 0.9123 |
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- | No log | 5.4167 | 130 | 0.8271 | 0.3020 | 0.8271 | 0.9095 |
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- | No log | 5.5 | 132 | 0.7324 | 0.3060 | 0.7324 | 0.8558 |
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- | No log | 5.5833 | 134 | 0.7534 | 0.4081 | 0.7534 | 0.8680 |
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- | No log | 5.6667 | 136 | 0.7676 | 0.3936 | 0.7676 | 0.8761 |
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- | No log | 5.75 | 138 | 0.7320 | 0.1603 | 0.7320 | 0.8555 |
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- | No log | 5.8333 | 140 | 0.8080 | 0.2768 | 0.8080 | 0.8989 |
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- | No log | 5.9167 | 142 | 0.9563 | 0.2881 | 0.9563 | 0.9779 |
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- | No log | 6.0 | 144 | 0.9928 | 0.2877 | 0.9928 | 0.9964 |
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- | No log | 6.0833 | 146 | 0.9628 | 0.2651 | 0.9628 | 0.9812 |
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- | No log | 6.1667 | 148 | 0.8572 | 0.3077 | 0.8572 | 0.9258 |
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- | No log | 6.25 | 150 | 0.8377 | 0.2825 | 0.8377 | 0.9153 |
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- | No log | 6.3333 | 152 | 0.8498 | 0.2642 | 0.8498 | 0.9218 |
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- | No log | 6.4167 | 154 | 0.8665 | 0.2948 | 0.8665 | 0.9309 |
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- | No log | 6.5 | 156 | 0.8343 | 0.2552 | 0.8343 | 0.9134 |
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- | No log | 6.5833 | 158 | 0.7919 | 0.2130 | 0.7919 | 0.8899 |
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- | No log | 6.6667 | 160 | 0.7927 | 0.2522 | 0.7927 | 0.8903 |
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- | No log | 6.75 | 162 | 0.8281 | 0.2920 | 0.8281 | 0.9100 |
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- | No log | 6.8333 | 164 | 0.8623 | 0.2584 | 0.8623 | 0.9286 |
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- | No log | 6.9167 | 166 | 0.8231 | 0.2375 | 0.8231 | 0.9072 |
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- | No log | 7.0 | 168 | 0.7191 | 0.1558 | 0.7191 | 0.8480 |
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- | No log | 7.0833 | 170 | 0.6961 | 0.2270 | 0.6961 | 0.8343 |
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- | No log | 7.1667 | 172 | 0.7042 | 0.2419 | 0.7042 | 0.8391 |
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- | No log | 7.25 | 174 | 0.7218 | 0.2535 | 0.7218 | 0.8496 |
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- | No log | 7.3333 | 176 | 0.7397 | 0.2951 | 0.7397 | 0.8600 |
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- | No log | 7.4167 | 178 | 0.6984 | 0.3186 | 0.6984 | 0.8357 |
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- | No log | 7.5 | 180 | 0.6579 | 0.3452 | 0.6579 | 0.8111 |
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- | No log | 7.5833 | 182 | 0.6570 | 0.3452 | 0.6570 | 0.8105 |
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- | No log | 7.6667 | 184 | 0.6757 | 0.3713 | 0.6757 | 0.8220 |
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- | No log | 7.75 | 186 | 0.7022 | 0.2193 | 0.7022 | 0.8380 |
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- | No log | 7.8333 | 188 | 0.7242 | 0.2193 | 0.7242 | 0.8510 |
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- | No log | 7.9167 | 190 | 0.7577 | 0.3817 | 0.7577 | 0.8705 |
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- | No log | 8.0 | 192 | 0.8366 | 0.3433 | 0.8366 | 0.9147 |
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- | No log | 8.0833 | 194 | 0.7830 | 0.3843 | 0.7830 | 0.8849 |
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- | No log | 8.1667 | 196 | 0.6811 | 0.3224 | 0.6811 | 0.8253 |
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- | No log | 8.25 | 198 | 0.7076 | 0.3079 | 0.7076 | 0.8412 |
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- | No log | 8.3333 | 200 | 0.7426 | 0.3879 | 0.7426 | 0.8618 |
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- | No log | 8.4167 | 202 | 0.7087 | 0.3879 | 0.7087 | 0.8418 |
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- | No log | 8.5 | 204 | 0.6873 | 0.3656 | 0.6873 | 0.8290 |
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- | No log | 8.5833 | 206 | 0.6639 | 0.5538 | 0.6639 | 0.8148 |
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- | No log | 8.6667 | 208 | 0.6822 | 0.3656 | 0.6822 | 0.8259 |
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- | No log | 8.75 | 210 | 0.6916 | 0.4083 | 0.6916 | 0.8316 |
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- | No log | 8.8333 | 212 | 0.6535 | 0.3079 | 0.6535 | 0.8084 |
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- | No log | 8.9167 | 214 | 0.6187 | 0.4425 | 0.6187 | 0.7866 |
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- | No log | 9.0 | 216 | 0.6227 | 0.3808 | 0.6227 | 0.7891 |
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- | No log | 9.0833 | 218 | 0.6256 | 0.3703 | 0.6256 | 0.7910 |
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- | No log | 9.1667 | 220 | 0.6281 | 0.3390 | 0.6281 | 0.7926 |
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- | No log | 9.25 | 222 | 0.5999 | 0.3970 | 0.5999 | 0.7746 |
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- | No log | 9.3333 | 224 | 0.6363 | 0.3843 | 0.6363 | 0.7977 |
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- | No log | 9.4167 | 226 | 0.6662 | 0.3843 | 0.6662 | 0.8162 |
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- | No log | 9.5 | 228 | 0.6130 | 0.4919 | 0.6130 | 0.7829 |
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- | No log | 9.5833 | 230 | 0.6139 | 0.3947 | 0.6139 | 0.7835 |
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- | No log | 9.6667 | 232 | 0.7049 | 0.2308 | 0.7049 | 0.8396 |
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- | No log | 9.75 | 234 | 0.7595 | 0.2031 | 0.7595 | 0.8715 |
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- | No log | 9.8333 | 236 | 0.7090 | 0.2308 | 0.7090 | 0.8420 |
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- | No log | 9.9167 | 238 | 0.6469 | 0.2543 | 0.6469 | 0.8043 |
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- | No log | 10.0 | 240 | 0.6673 | 0.3296 | 0.6673 | 0.8169 |
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- | No log | 10.0833 | 242 | 0.6862 | 0.3817 | 0.6862 | 0.8284 |
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- | No log | 10.1667 | 244 | 0.6692 | 0.3041 | 0.6692 | 0.8181 |
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- | No log | 10.25 | 246 | 0.6879 | 0.2807 | 0.6879 | 0.8294 |
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- | No log | 10.3333 | 248 | 0.7761 | 0.3854 | 0.7761 | 0.8810 |
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- | No log | 10.4167 | 250 | 0.7953 | 0.3502 | 0.7953 | 0.8918 |
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- | No log | 10.5 | 252 | 0.7579 | 0.3542 | 0.7579 | 0.8706 |
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- | No log | 10.5833 | 254 | 0.7136 | 0.2398 | 0.7136 | 0.8447 |
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- | No log | 10.6667 | 256 | 0.7272 | 0.2857 | 0.7272 | 0.8527 |
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- | No log | 10.75 | 258 | 0.7719 | 0.3775 | 0.7719 | 0.8786 |
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- | No log | 10.8333 | 260 | 0.7889 | 0.3548 | 0.7889 | 0.8882 |
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- | No log | 10.9167 | 262 | 0.7835 | 0.2689 | 0.7835 | 0.8851 |
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- | No log | 11.0 | 264 | 0.7792 | 0.1902 | 0.7792 | 0.8827 |
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- | No log | 11.0833 | 266 | 0.7777 | 0.1294 | 0.7777 | 0.8819 |
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- | No log | 11.1667 | 268 | 0.7844 | 0.1298 | 0.7844 | 0.8857 |
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- | No log | 11.25 | 270 | 0.7902 | 0.1216 | 0.7902 | 0.8890 |
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- | No log | 11.3333 | 272 | 0.7862 | 0.1213 | 0.7862 | 0.8867 |
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- | No log | 11.4167 | 274 | 0.7741 | 0.0975 | 0.7741 | 0.8798 |
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- | No log | 11.5 | 276 | 0.7767 | 0.2085 | 0.7767 | 0.8813 |
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- | No log | 11.5833 | 278 | 0.8263 | 0.2375 | 0.8263 | 0.9090 |
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- | No log | 11.6667 | 280 | 0.8620 | 0.2914 | 0.8620 | 0.9284 |
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- | No log | 11.75 | 282 | 0.8159 | 0.2349 | 0.8159 | 0.9033 |
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- | No log | 11.8333 | 284 | 0.7409 | 0.1906 | 0.7409 | 0.8607 |
194
- | No log | 11.9167 | 286 | 0.7192 | 0.2158 | 0.7192 | 0.8480 |
195
- | No log | 12.0 | 288 | 0.7312 | 0.3023 | 0.7312 | 0.8551 |
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- | No log | 12.0833 | 290 | 0.7344 | 0.3615 | 0.7344 | 0.8570 |
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- | No log | 12.1667 | 292 | 0.7127 | 0.2877 | 0.7127 | 0.8442 |
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- | No log | 12.25 | 294 | 0.7242 | 0.3363 | 0.7242 | 0.8510 |
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- | No log | 12.3333 | 296 | 0.8015 | 0.2391 | 0.8015 | 0.8953 |
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- | No log | 12.4167 | 298 | 0.8360 | 0.2324 | 0.8360 | 0.9143 |
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- | No log | 12.5 | 300 | 0.7902 | 0.2391 | 0.7902 | 0.8889 |
202
- | No log | 12.5833 | 302 | 0.7346 | 0.2746 | 0.7346 | 0.8571 |
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- | No log | 12.6667 | 304 | 0.7110 | 0.3523 | 0.7110 | 0.8432 |
204
- | No log | 12.75 | 306 | 0.7031 | 0.3575 | 0.7031 | 0.8385 |
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- | No log | 12.8333 | 308 | 0.7042 | 0.2572 | 0.7042 | 0.8392 |
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- | No log | 12.9167 | 310 | 0.7109 | 0.1846 | 0.7109 | 0.8432 |
207
- | No log | 13.0 | 312 | 0.7192 | 0.1829 | 0.7192 | 0.8480 |
208
- | No log | 13.0833 | 314 | 0.7286 | 0.1489 | 0.7286 | 0.8536 |
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- | No log | 13.1667 | 316 | 0.7365 | 0.1867 | 0.7365 | 0.8582 |
210
- | No log | 13.25 | 318 | 0.7397 | 0.1867 | 0.7397 | 0.8601 |
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- | No log | 13.3333 | 320 | 0.7440 | 0.1850 | 0.7440 | 0.8626 |
212
- | No log | 13.4167 | 322 | 0.7483 | 0.1393 | 0.7483 | 0.8650 |
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- | No log | 13.5 | 324 | 0.7552 | 0.1303 | 0.7552 | 0.8690 |
214
- | No log | 13.5833 | 326 | 0.7688 | 0.1587 | 0.7688 | 0.8768 |
215
- | No log | 13.6667 | 328 | 0.7871 | 0.2589 | 0.7871 | 0.8872 |
216
- | No log | 13.75 | 330 | 0.7848 | 0.2817 | 0.7848 | 0.8859 |
217
- | No log | 13.8333 | 332 | 0.7631 | 0.2589 | 0.7631 | 0.8735 |
218
- | No log | 13.9167 | 334 | 0.7443 | 0.1918 | 0.7443 | 0.8627 |
219
- | No log | 14.0 | 336 | 0.7412 | 0.1598 | 0.7412 | 0.8610 |
220
- | No log | 14.0833 | 338 | 0.7414 | 0.2621 | 0.7414 | 0.8610 |
221
- | No log | 14.1667 | 340 | 0.7432 | 0.3355 | 0.7432 | 0.8621 |
222
- | No log | 14.25 | 342 | 0.7263 | 0.3088 | 0.7263 | 0.8523 |
223
- | No log | 14.3333 | 344 | 0.7103 | 0.1797 | 0.7103 | 0.8428 |
224
- | No log | 14.4167 | 346 | 0.7253 | 0.2933 | 0.7253 | 0.8517 |
225
- | No log | 14.5 | 348 | 0.7284 | 0.3243 | 0.7284 | 0.8534 |
226
- | No log | 14.5833 | 350 | 0.7133 | 0.2933 | 0.7133 | 0.8446 |
227
- | No log | 14.6667 | 352 | 0.6955 | 0.2513 | 0.6955 | 0.8340 |
228
- | No log | 14.75 | 354 | 0.6879 | 0.1813 | 0.6879 | 0.8294 |
229
- | No log | 14.8333 | 356 | 0.6863 | 0.1813 | 0.6863 | 0.8284 |
230
- | No log | 14.9167 | 358 | 0.6923 | 0.1846 | 0.6923 | 0.8320 |
231
- | No log | 15.0 | 360 | 0.7028 | 0.2243 | 0.7028 | 0.8383 |
232
- | No log | 15.0833 | 362 | 0.7297 | 0.2718 | 0.7297 | 0.8543 |
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- | No log | 15.1667 | 364 | 0.7584 | 0.2652 | 0.7584 | 0.8709 |
234
- | No log | 15.25 | 366 | 0.7531 | 0.2718 | 0.7531 | 0.8678 |
235
- | No log | 15.3333 | 368 | 0.7307 | 0.1050 | 0.7307 | 0.8548 |
236
- | No log | 15.4167 | 370 | 0.7251 | 0.1604 | 0.7251 | 0.8515 |
237
- | No log | 15.5 | 372 | 0.7437 | 0.1942 | 0.7437 | 0.8624 |
238
- | No log | 15.5833 | 374 | 0.7771 | 0.2341 | 0.7771 | 0.8815 |
239
- | No log | 15.6667 | 376 | 0.7705 | 0.2933 | 0.7705 | 0.8778 |
240
- | No log | 15.75 | 378 | 0.7547 | 0.2933 | 0.7547 | 0.8687 |
241
- | No log | 15.8333 | 380 | 0.7446 | 0.1854 | 0.7446 | 0.8629 |
242
- | No log | 15.9167 | 382 | 0.7523 | 0.2610 | 0.7523 | 0.8673 |
243
- | No log | 16.0 | 384 | 0.7770 | 0.1959 | 0.7770 | 0.8815 |
244
- | No log | 16.0833 | 386 | 0.7861 | 0.2612 | 0.7861 | 0.8866 |
245
- | No log | 16.1667 | 388 | 0.7722 | 0.1889 | 0.7722 | 0.8787 |
246
- | No log | 16.25 | 390 | 0.7636 | 0.1867 | 0.7636 | 0.8739 |
247
- | No log | 16.3333 | 392 | 0.7699 | 0.1347 | 0.7699 | 0.8774 |
248
- | No log | 16.4167 | 394 | 0.7642 | 0.1347 | 0.7642 | 0.8742 |
249
- | No log | 16.5 | 396 | 0.7568 | 0.1867 | 0.7568 | 0.8699 |
250
- | No log | 16.5833 | 398 | 0.7736 | 0.1132 | 0.7736 | 0.8796 |
251
- | No log | 16.6667 | 400 | 0.8033 | 0.1889 | 0.8033 | 0.8963 |
252
- | No log | 16.75 | 402 | 0.8022 | 0.1889 | 0.8022 | 0.8957 |
253
- | No log | 16.8333 | 404 | 0.7788 | 0.1538 | 0.7788 | 0.8825 |
254
- | No log | 16.9167 | 406 | 0.7465 | 0.1136 | 0.7465 | 0.8640 |
255
- | No log | 17.0 | 408 | 0.7317 | 0.1790 | 0.7317 | 0.8554 |
256
- | No log | 17.0833 | 410 | 0.7332 | 0.1807 | 0.7332 | 0.8563 |
257
- | No log | 17.1667 | 412 | 0.7367 | 0.2145 | 0.7367 | 0.8583 |
258
- | No log | 17.25 | 414 | 0.7290 | 0.2145 | 0.7290 | 0.8538 |
259
- | No log | 17.3333 | 416 | 0.7228 | 0.1138 | 0.7228 | 0.8502 |
260
- | No log | 17.4167 | 418 | 0.7187 | 0.0771 | 0.7187 | 0.8478 |
261
- | No log | 17.5 | 420 | 0.7161 | 0.0778 | 0.7161 | 0.8462 |
262
- | No log | 17.5833 | 422 | 0.7158 | 0.0778 | 0.7158 | 0.8461 |
263
- | No log | 17.6667 | 424 | 0.7157 | 0.0778 | 0.7157 | 0.8460 |
264
- | No log | 17.75 | 426 | 0.7205 | 0.0778 | 0.7205 | 0.8488 |
265
- | No log | 17.8333 | 428 | 0.7200 | 0.0778 | 0.7200 | 0.8485 |
266
- | No log | 17.9167 | 430 | 0.7188 | 0.0778 | 0.7188 | 0.8478 |
267
- | No log | 18.0 | 432 | 0.7173 | 0.0778 | 0.7173 | 0.8469 |
268
- | No log | 18.0833 | 434 | 0.7140 | 0.0778 | 0.7140 | 0.8450 |
269
- | No log | 18.1667 | 436 | 0.7109 | 0.0408 | 0.7109 | 0.8432 |
270
- | No log | 18.25 | 438 | 0.7096 | 0.0393 | 0.7096 | 0.8424 |
271
- | No log | 18.3333 | 440 | 0.7160 | 0.1136 | 0.7160 | 0.8462 |
272
- | No log | 18.4167 | 442 | 0.7284 | 0.1440 | 0.7284 | 0.8535 |
273
- | No log | 18.5 | 444 | 0.7288 | 0.1440 | 0.7288 | 0.8537 |
274
- | No log | 18.5833 | 446 | 0.7203 | 0.1136 | 0.7203 | 0.8487 |
275
- | No log | 18.6667 | 448 | 0.7136 | 0.0851 | 0.7136 | 0.8447 |
276
- | No log | 18.75 | 450 | 0.7209 | 0.0851 | 0.7209 | 0.8491 |
277
- | No log | 18.8333 | 452 | 0.7278 | 0.0851 | 0.7278 | 0.8531 |
278
- | No log | 18.9167 | 454 | 0.7360 | 0.1591 | 0.7360 | 0.8579 |
279
- | No log | 19.0 | 456 | 0.7448 | 0.1591 | 0.7448 | 0.8630 |
280
- | No log | 19.0833 | 458 | 0.7671 | 0.1807 | 0.7671 | 0.8758 |
281
- | No log | 19.1667 | 460 | 0.7753 | 0.1807 | 0.7753 | 0.8805 |
282
- | No log | 19.25 | 462 | 0.7715 | 0.1807 | 0.7715 | 0.8784 |
283
- | No log | 19.3333 | 464 | 0.7526 | 0.1448 | 0.7526 | 0.8675 |
284
- | No log | 19.4167 | 466 | 0.7425 | 0.1138 | 0.7425 | 0.8617 |
285
- | No log | 19.5 | 468 | 0.7338 | 0.1138 | 0.7338 | 0.8566 |
286
- | No log | 19.5833 | 470 | 0.7251 | 0.1135 | 0.7251 | 0.8515 |
287
- | No log | 19.6667 | 472 | 0.7297 | 0.1597 | 0.7297 | 0.8542 |
288
- | No log | 19.75 | 474 | 0.7355 | 0.1597 | 0.7355 | 0.8576 |
289
- | No log | 19.8333 | 476 | 0.7320 | 0.1597 | 0.7320 | 0.8556 |
290
- | No log | 19.9167 | 478 | 0.7287 | 0.1539 | 0.7287 | 0.8536 |
291
- | No log | 20.0 | 480 | 0.7258 | 0.1138 | 0.7258 | 0.8519 |
292
- | No log | 20.0833 | 482 | 0.7266 | 0.1138 | 0.7266 | 0.8524 |
293
- | No log | 20.1667 | 484 | 0.7279 | 0.1138 | 0.7279 | 0.8532 |
294
- | No log | 20.25 | 486 | 0.7258 | 0.1138 | 0.7258 | 0.8519 |
295
- | No log | 20.3333 | 488 | 0.7158 | 0.1138 | 0.7158 | 0.8461 |
296
- | No log | 20.4167 | 490 | 0.7153 | 0.1138 | 0.7153 | 0.8458 |
297
- | No log | 20.5 | 492 | 0.7215 | 0.1138 | 0.7215 | 0.8494 |
298
- | No log | 20.5833 | 494 | 0.7214 | 0.1529 | 0.7214 | 0.8494 |
299
- | No log | 20.6667 | 496 | 0.7208 | 0.1529 | 0.7208 | 0.8490 |
300
- | No log | 20.75 | 498 | 0.7254 | 0.1529 | 0.7254 | 0.8517 |
301
- | 0.2801 | 20.8333 | 500 | 0.7287 | 0.1529 | 0.7287 | 0.8536 |
302
- | 0.2801 | 20.9167 | 502 | 0.7321 | 0.1138 | 0.7321 | 0.8556 |
303
- | 0.2801 | 21.0 | 504 | 0.7386 | 0.1138 | 0.7386 | 0.8594 |
304
- | 0.2801 | 21.0833 | 506 | 0.7388 | 0.1138 | 0.7388 | 0.8596 |
305
- | 0.2801 | 21.1667 | 508 | 0.7371 | 0.1138 | 0.7371 | 0.8586 |
306
- | 0.2801 | 21.25 | 510 | 0.7361 | 0.1539 | 0.7361 | 0.8580 |
307
- | 0.2801 | 21.3333 | 512 | 0.7328 | 0.1539 | 0.7328 | 0.8560 |
308
- | 0.2801 | 21.4167 | 514 | 0.7269 | 0.1176 | 0.7269 | 0.8526 |
309
- | 0.2801 | 21.5 | 516 | 0.7224 | 0.1174 | 0.7224 | 0.8499 |
310
- | 0.2801 | 21.5833 | 518 | 0.7213 | 0.1979 | 0.7213 | 0.8493 |
311
- | 0.2801 | 21.6667 | 520 | 0.7136 | 0.1548 | 0.7136 | 0.8448 |
312
- | 0.2801 | 21.75 | 522 | 0.7118 | 0.2254 | 0.7118 | 0.8437 |
313
- | 0.2801 | 21.8333 | 524 | 0.7067 | 0.2254 | 0.7067 | 0.8407 |
314
- | 0.2801 | 21.9167 | 526 | 0.7024 | 0.1221 | 0.7024 | 0.8381 |
315
- | 0.2801 | 22.0 | 528 | 0.7134 | 0.1647 | 0.7134 | 0.8446 |
316
- | 0.2801 | 22.0833 | 530 | 0.7093 | 0.1647 | 0.7093 | 0.8422 |
317
- | 0.2801 | 22.1667 | 532 | 0.6953 | 0.1277 | 0.6953 | 0.8338 |
318
- | 0.2801 | 22.25 | 534 | 0.6953 | 0.0764 | 0.6953 | 0.8338 |
319
- | 0.2801 | 22.3333 | 536 | 0.7239 | 0.1903 | 0.7239 | 0.8508 |
320
- | 0.2801 | 22.4167 | 538 | 0.7487 | 0.2121 | 0.7487 | 0.8653 |
321
- | 0.2801 | 22.5 | 540 | 0.7530 | 0.2121 | 0.7530 | 0.8678 |
322
- | 0.2801 | 22.5833 | 542 | 0.7420 | 0.1448 | 0.7420 | 0.8614 |
323
- | 0.2801 | 22.6667 | 544 | 0.7220 | 0.1903 | 0.7220 | 0.8497 |
324
- | 0.2801 | 22.75 | 546 | 0.7175 | 0.1224 | 0.7175 | 0.8470 |
325
- | 0.2801 | 22.8333 | 548 | 0.7406 | 0.1259 | 0.7406 | 0.8606 |
326
- | 0.2801 | 22.9167 | 550 | 0.7504 | 0.1259 | 0.7504 | 0.8662 |
327
- | 0.2801 | 23.0 | 552 | 0.7470 | 0.1228 | 0.7470 | 0.8643 |
328
- | 0.2801 | 23.0833 | 554 | 0.7504 | 0.1604 | 0.7504 | 0.8663 |
329
- | 0.2801 | 23.1667 | 556 | 0.7617 | 0.1448 | 0.7617 | 0.8727 |
330
- | 0.2801 | 23.25 | 558 | 0.7648 | 0.2085 | 0.7648 | 0.8745 |
331
- | 0.2801 | 23.3333 | 560 | 0.7666 | 0.2950 | 0.7666 | 0.8756 |
332
- | 0.2801 | 23.4167 | 562 | 0.7545 | 0.2345 | 0.7545 | 0.8686 |
333
- | 0.2801 | 23.5 | 564 | 0.7500 | 0.2441 | 0.7500 | 0.8661 |
334
- | 0.2801 | 23.5833 | 566 | 0.7563 | 0.1138 | 0.7563 | 0.8697 |
335
- | 0.2801 | 23.6667 | 568 | 0.7582 | 0.1996 | 0.7582 | 0.8707 |
336
- | 0.2801 | 23.75 | 570 | 0.7661 | 0.1959 | 0.7661 | 0.8752 |
337
- | 0.2801 | 23.8333 | 572 | 0.7502 | 0.1996 | 0.7502 | 0.8661 |
338
- | 0.2801 | 23.9167 | 574 | 0.7303 | 0.1960 | 0.7303 | 0.8546 |
339
- | 0.2801 | 24.0 | 576 | 0.7276 | 0.0778 | 0.7276 | 0.8530 |
340
- | 0.2801 | 24.0833 | 578 | 0.7472 | 0.1138 | 0.7472 | 0.8644 |
341
- | 0.2801 | 24.1667 | 580 | 0.7792 | 0.1807 | 0.7792 | 0.8827 |
342
- | 0.2801 | 24.25 | 582 | 0.7957 | 0.0888 | 0.7957 | 0.8920 |
343
- | 0.2801 | 24.3333 | 584 | 0.7834 | 0.1359 | 0.7834 | 0.8851 |
344
- | 0.2801 | 24.4167 | 586 | 0.7619 | 0.1846 | 0.7619 | 0.8729 |
345
- | 0.2801 | 24.5 | 588 | 0.7475 | 0.1138 | 0.7475 | 0.8646 |
346
- | 0.2801 | 24.5833 | 590 | 0.7546 | 0.1221 | 0.7546 | 0.8687 |
347
- | 0.2801 | 24.6667 | 592 | 0.7701 | 0.2308 | 0.7701 | 0.8775 |
348
- | 0.2801 | 24.75 | 594 | 0.7817 | 0.2341 | 0.7817 | 0.8841 |
349
- | 0.2801 | 24.8333 | 596 | 0.7740 | 0.2341 | 0.7740 | 0.8798 |
350
- | 0.2801 | 24.9167 | 598 | 0.7689 | 0.2015 | 0.7689 | 0.8769 |
351
- | 0.2801 | 25.0 | 600 | 0.7676 | 0.1267 | 0.7676 | 0.8762 |
352
- | 0.2801 | 25.0833 | 602 | 0.7555 | 0.0851 | 0.7555 | 0.8692 |
353
- | 0.2801 | 25.1667 | 604 | 0.7481 | 0.0846 | 0.7481 | 0.8650 |
354
- | 0.2801 | 25.25 | 606 | 0.7459 | 0.1236 | 0.7459 | 0.8637 |
355
- | 0.2801 | 25.3333 | 608 | 0.7519 | 0.1508 | 0.7519 | 0.8671 |
356
 
357
 
358
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k4_task7_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k4_task7_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: 0.5042
19
+ - Qwk: 0.5127
20
+ - Mse: 0.5042
21
+ - Rmse: 0.7100
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0952 | 2 | 2.5716 | -0.0924 | 2.5716 | 1.6036 |
53
+ | No log | 0.1905 | 4 | 1.3078 | 0.0126 | 1.3078 | 1.1436 |
54
+ | No log | 0.2857 | 6 | 0.8720 | 0.0049 | 0.8720 | 0.9338 |
55
+ | No log | 0.3810 | 8 | 0.7715 | 0.1598 | 0.7715 | 0.8784 |
56
+ | No log | 0.4762 | 10 | 0.7834 | 0.2615 | 0.7834 | 0.8851 |
57
+ | No log | 0.5714 | 12 | 0.7443 | 0.3496 | 0.7443 | 0.8628 |
58
+ | No log | 0.6667 | 14 | 0.7335 | 0.3931 | 0.7335 | 0.8564 |
59
+ | No log | 0.7619 | 16 | 0.6228 | 0.4337 | 0.6228 | 0.7892 |
60
+ | No log | 0.8571 | 18 | 0.7012 | 0.3231 | 0.7012 | 0.8374 |
61
+ | No log | 0.9524 | 20 | 0.7022 | 0.3425 | 0.7022 | 0.8380 |
62
+ | No log | 1.0476 | 22 | 0.6858 | 0.3090 | 0.6858 | 0.8281 |
63
+ | No log | 1.1429 | 24 | 1.0982 | 0.2537 | 1.0982 | 1.0479 |
64
+ | No log | 1.2381 | 26 | 1.5111 | 0.0192 | 1.5111 | 1.2293 |
65
+ | No log | 1.3333 | 28 | 1.4778 | 0.0192 | 1.4778 | 1.2157 |
66
+ | No log | 1.4286 | 30 | 1.0551 | 0.2081 | 1.0551 | 1.0272 |
67
+ | No log | 1.5238 | 32 | 0.6741 | 0.1267 | 0.6741 | 0.8211 |
68
+ | No log | 1.6190 | 34 | 0.8681 | 0.3294 | 0.8681 | 0.9317 |
69
+ | No log | 1.7143 | 36 | 0.9941 | 0.2504 | 0.9941 | 0.9970 |
70
+ | No log | 1.8095 | 38 | 0.8308 | 0.3675 | 0.8308 | 0.9115 |
71
+ | No log | 1.9048 | 40 | 0.6658 | 0.3238 | 0.6658 | 0.8160 |
72
+ | No log | 2.0 | 42 | 0.6182 | 0.2345 | 0.6182 | 0.7863 |
73
+ | No log | 2.0952 | 44 | 0.6467 | 0.2808 | 0.6467 | 0.8042 |
74
+ | No log | 2.1905 | 46 | 0.6911 | 0.3573 | 0.6911 | 0.8313 |
75
+ | No log | 2.2857 | 48 | 0.6219 | 0.3829 | 0.6219 | 0.7886 |
76
+ | No log | 2.3810 | 50 | 0.5983 | 0.3961 | 0.5983 | 0.7735 |
77
+ | No log | 2.4762 | 52 | 0.6648 | 0.4587 | 0.6648 | 0.8154 |
78
+ | No log | 2.5714 | 54 | 0.6471 | 0.4321 | 0.6471 | 0.8044 |
79
+ | No log | 2.6667 | 56 | 0.6014 | 0.5160 | 0.6014 | 0.7755 |
80
+ | No log | 2.7619 | 58 | 0.7219 | 0.4725 | 0.7219 | 0.8497 |
81
+ | No log | 2.8571 | 60 | 0.9442 | 0.3003 | 0.9442 | 0.9717 |
82
+ | No log | 2.9524 | 62 | 0.8868 | 0.3492 | 0.8868 | 0.9417 |
83
+ | No log | 3.0476 | 64 | 0.8250 | 0.4921 | 0.8250 | 0.9083 |
84
+ | No log | 3.1429 | 66 | 0.6430 | 0.4842 | 0.6430 | 0.8018 |
85
+ | No log | 3.2381 | 68 | 0.5643 | 0.4044 | 0.5643 | 0.7512 |
86
+ | No log | 3.3333 | 70 | 0.5511 | 0.3964 | 0.5511 | 0.7423 |
87
+ | No log | 3.4286 | 72 | 0.5842 | 0.3664 | 0.5842 | 0.7643 |
88
+ | No log | 3.5238 | 74 | 0.5620 | 0.4061 | 0.5620 | 0.7497 |
89
+ | No log | 3.6190 | 76 | 0.5441 | 0.3781 | 0.5441 | 0.7377 |
90
+ | No log | 3.7143 | 78 | 0.6402 | 0.4745 | 0.6402 | 0.8001 |
91
+ | No log | 3.8095 | 80 | 0.7814 | 0.5124 | 0.7814 | 0.8839 |
92
+ | No log | 3.9048 | 82 | 0.6720 | 0.5163 | 0.6720 | 0.8197 |
93
+ | No log | 4.0 | 84 | 0.5542 | 0.4757 | 0.5542 | 0.7445 |
94
+ | No log | 4.0952 | 86 | 0.7521 | 0.4977 | 0.7521 | 0.8672 |
95
+ | No log | 4.1905 | 88 | 0.9968 | 0.3649 | 0.9968 | 0.9984 |
96
+ | No log | 4.2857 | 90 | 0.9485 | 0.3753 | 0.9485 | 0.9739 |
97
+ | No log | 4.3810 | 92 | 0.7211 | 0.5034 | 0.7211 | 0.8491 |
98
+ | No log | 4.4762 | 94 | 0.5916 | 0.3645 | 0.5916 | 0.7692 |
99
+ | No log | 4.5714 | 96 | 0.6767 | 0.4212 | 0.6767 | 0.8226 |
100
+ | No log | 4.6667 | 98 | 0.7367 | 0.4350 | 0.7367 | 0.8583 |
101
+ | No log | 4.7619 | 100 | 0.7320 | 0.4315 | 0.7320 | 0.8556 |
102
+ | No log | 4.8571 | 102 | 0.6052 | 0.4196 | 0.6052 | 0.7779 |
103
+ | No log | 4.9524 | 104 | 0.6081 | 0.5184 | 0.6081 | 0.7798 |
104
+ | No log | 5.0476 | 106 | 0.6085 | 0.4841 | 0.6085 | 0.7801 |
105
+ | No log | 5.1429 | 108 | 0.6052 | 0.4248 | 0.6052 | 0.7779 |
106
+ | No log | 5.2381 | 110 | 0.6350 | 0.4642 | 0.6350 | 0.7969 |
107
+ | No log | 5.3333 | 112 | 0.5957 | 0.4314 | 0.5957 | 0.7718 |
108
+ | No log | 5.4286 | 114 | 0.6142 | 0.4595 | 0.6142 | 0.7837 |
109
+ | No log | 5.5238 | 116 | 0.6754 | 0.4230 | 0.6754 | 0.8218 |
110
+ | No log | 5.6190 | 118 | 0.6363 | 0.4119 | 0.6363 | 0.7977 |
111
+ | No log | 5.7143 | 120 | 0.6054 | 0.4535 | 0.6054 | 0.7781 |
112
+ | No log | 5.8095 | 122 | 0.6135 | 0.4079 | 0.6135 | 0.7833 |
113
+ | No log | 5.9048 | 124 | 0.7069 | 0.4580 | 0.7069 | 0.8408 |
114
+ | No log | 6.0 | 126 | 0.7071 | 0.4670 | 0.7071 | 0.8409 |
115
+ | No log | 6.0952 | 128 | 0.7275 | 0.4946 | 0.7275 | 0.8529 |
116
+ | No log | 6.1905 | 130 | 0.7315 | 0.4768 | 0.7315 | 0.8553 |
117
+ | No log | 6.2857 | 132 | 0.6413 | 0.4866 | 0.6413 | 0.8008 |
118
+ | No log | 6.3810 | 134 | 0.5938 | 0.5304 | 0.5938 | 0.7706 |
119
+ | No log | 6.4762 | 136 | 0.7270 | 0.4597 | 0.7270 | 0.8526 |
120
+ | No log | 6.5714 | 138 | 0.6875 | 0.4243 | 0.6875 | 0.8291 |
121
+ | No log | 6.6667 | 140 | 0.5619 | 0.4856 | 0.5619 | 0.7496 |
122
+ | No log | 6.7619 | 142 | 0.6493 | 0.5030 | 0.6493 | 0.8058 |
123
+ | No log | 6.8571 | 144 | 0.7070 | 0.4602 | 0.7070 | 0.8408 |
124
+ | No log | 6.9524 | 146 | 0.6072 | 0.5607 | 0.6072 | 0.7793 |
125
+ | No log | 7.0476 | 148 | 0.5540 | 0.5405 | 0.5540 | 0.7443 |
126
+ | No log | 7.1429 | 150 | 0.5696 | 0.5003 | 0.5696 | 0.7547 |
127
+ | No log | 7.2381 | 152 | 0.5720 | 0.5396 | 0.5720 | 0.7563 |
128
+ | No log | 7.3333 | 154 | 0.5988 | 0.4581 | 0.5988 | 0.7738 |
129
+ | No log | 7.4286 | 156 | 0.5920 | 0.4789 | 0.5920 | 0.7694 |
130
+ | No log | 7.5238 | 158 | 0.5936 | 0.5647 | 0.5936 | 0.7704 |
131
+ | No log | 7.6190 | 160 | 0.5901 | 0.5252 | 0.5901 | 0.7682 |
132
+ | No log | 7.7143 | 162 | 0.6190 | 0.4388 | 0.6190 | 0.7868 |
133
+ | No log | 7.8095 | 164 | 0.7150 | 0.5018 | 0.7150 | 0.8456 |
134
+ | No log | 7.9048 | 166 | 0.6776 | 0.5122 | 0.6776 | 0.8232 |
135
+ | No log | 8.0 | 168 | 0.5948 | 0.4757 | 0.5948 | 0.7712 |
136
+ | No log | 8.0952 | 170 | 0.6567 | 0.5131 | 0.6567 | 0.8104 |
137
+ | No log | 8.1905 | 172 | 0.7030 | 0.4723 | 0.7030 | 0.8384 |
138
+ | No log | 8.2857 | 174 | 0.6341 | 0.4534 | 0.6341 | 0.7963 |
139
+ | No log | 8.3810 | 176 | 0.5954 | 0.4536 | 0.5954 | 0.7716 |
140
+ | No log | 8.4762 | 178 | 0.6246 | 0.4441 | 0.6246 | 0.7903 |
141
+ | No log | 8.5714 | 180 | 0.6124 | 0.4555 | 0.6124 | 0.7826 |
142
+ | No log | 8.6667 | 182 | 0.6175 | 0.4422 | 0.6175 | 0.7858 |
143
+ | No log | 8.7619 | 184 | 0.6474 | 0.4997 | 0.6474 | 0.8046 |
144
+ | No log | 8.8571 | 186 | 0.6924 | 0.4843 | 0.6924 | 0.8321 |
145
+ | No log | 8.9524 | 188 | 0.6626 | 0.5129 | 0.6626 | 0.8140 |
146
+ | No log | 9.0476 | 190 | 0.6576 | 0.5205 | 0.6576 | 0.8109 |
147
+ | No log | 9.1429 | 192 | 0.6885 | 0.4898 | 0.6885 | 0.8298 |
148
+ | No log | 9.2381 | 194 | 0.6415 | 0.5524 | 0.6415 | 0.8009 |
149
+ | No log | 9.3333 | 196 | 0.5877 | 0.5008 | 0.5877 | 0.7666 |
150
+ | No log | 9.4286 | 198 | 0.5786 | 0.4789 | 0.5786 | 0.7607 |
151
+ | No log | 9.5238 | 200 | 0.5867 | 0.5578 | 0.5867 | 0.7660 |
152
+ | No log | 9.6190 | 202 | 0.6701 | 0.5028 | 0.6701 | 0.8186 |
153
+ | No log | 9.7143 | 204 | 0.7201 | 0.4859 | 0.7201 | 0.8486 |
154
+ | No log | 9.8095 | 206 | 0.6538 | 0.4957 | 0.6538 | 0.8086 |
155
+ | No log | 9.9048 | 208 | 0.5934 | 0.5334 | 0.5934 | 0.7703 |
156
+ | No log | 10.0 | 210 | 0.6292 | 0.5403 | 0.6292 | 0.7932 |
157
+ | No log | 10.0952 | 212 | 0.6222 | 0.4997 | 0.6222 | 0.7888 |
158
+ | No log | 10.1905 | 214 | 0.5789 | 0.4937 | 0.5789 | 0.7609 |
159
+ | No log | 10.2857 | 216 | 0.5945 | 0.4315 | 0.5945 | 0.7710 |
160
+ | No log | 10.3810 | 218 | 0.6243 | 0.4918 | 0.6243 | 0.7902 |
161
+ | No log | 10.4762 | 220 | 0.5969 | 0.4422 | 0.5969 | 0.7726 |
162
+ | No log | 10.5714 | 222 | 0.5965 | 0.5444 | 0.5965 | 0.7723 |
163
+ | No log | 10.6667 | 224 | 0.6072 | 0.5173 | 0.6072 | 0.7793 |
164
+ | No log | 10.7619 | 226 | 0.6009 | 0.4562 | 0.6009 | 0.7752 |
165
+ | No log | 10.8571 | 228 | 0.6785 | 0.5236 | 0.6785 | 0.8237 |
166
+ | No log | 10.9524 | 230 | 0.7619 | 0.4890 | 0.7619 | 0.8729 |
167
+ | No log | 11.0476 | 232 | 0.6968 | 0.4898 | 0.6968 | 0.8348 |
168
+ | No log | 11.1429 | 234 | 0.6169 | 0.4675 | 0.6169 | 0.7854 |
169
+ | No log | 11.2381 | 236 | 0.6108 | 0.4454 | 0.6108 | 0.7816 |
170
+ | No log | 11.3333 | 238 | 0.6164 | 0.4692 | 0.6164 | 0.7851 |
171
+ | No log | 11.4286 | 240 | 0.6059 | 0.4618 | 0.6059 | 0.7784 |
172
+ | No log | 11.5238 | 242 | 0.5887 | 0.5021 | 0.5887 | 0.7673 |
173
+ | No log | 11.6190 | 244 | 0.6069 | 0.4576 | 0.6069 | 0.7790 |
174
+ | No log | 11.7143 | 246 | 0.5851 | 0.4535 | 0.5851 | 0.7649 |
175
+ | No log | 11.8095 | 248 | 0.5575 | 0.5039 | 0.5575 | 0.7466 |
176
+ | No log | 11.9048 | 250 | 0.5514 | 0.5368 | 0.5514 | 0.7425 |
177
+ | No log | 12.0 | 252 | 0.5399 | 0.5868 | 0.5399 | 0.7347 |
178
+ | No log | 12.0952 | 254 | 0.5528 | 0.4935 | 0.5528 | 0.7435 |
179
+ | No log | 12.1905 | 256 | 0.5969 | 0.5106 | 0.5969 | 0.7726 |
180
+ | No log | 12.2857 | 258 | 0.5498 | 0.5368 | 0.5498 | 0.7415 |
181
+ | No log | 12.3810 | 260 | 0.5024 | 0.5538 | 0.5024 | 0.7088 |
182
+ | No log | 12.4762 | 262 | 0.5089 | 0.5723 | 0.5089 | 0.7134 |
183
+ | No log | 12.5714 | 264 | 0.5013 | 0.6334 | 0.5013 | 0.7080 |
184
+ | No log | 12.6667 | 266 | 0.5036 | 0.5046 | 0.5036 | 0.7096 |
185
+ | No log | 12.7619 | 268 | 0.6607 | 0.4961 | 0.6607 | 0.8129 |
186
+ | No log | 12.8571 | 270 | 0.7840 | 0.4977 | 0.7840 | 0.8855 |
187
+ | No log | 12.9524 | 272 | 0.7330 | 0.4977 | 0.7330 | 0.8562 |
188
+ | No log | 13.0476 | 274 | 0.5908 | 0.4909 | 0.5908 | 0.7687 |
189
+ | No log | 13.1429 | 276 | 0.5261 | 0.5768 | 0.5261 | 0.7253 |
190
+ | No log | 13.2381 | 278 | 0.5723 | 0.5744 | 0.5723 | 0.7565 |
191
+ | No log | 13.3333 | 280 | 0.5711 | 0.5712 | 0.5711 | 0.7557 |
192
+ | No log | 13.4286 | 282 | 0.5399 | 0.4914 | 0.5399 | 0.7348 |
193
+ | No log | 13.5238 | 284 | 0.5523 | 0.4838 | 0.5523 | 0.7432 |
194
+ | No log | 13.6190 | 286 | 0.5919 | 0.4977 | 0.5919 | 0.7694 |
195
+ | No log | 13.7143 | 288 | 0.5829 | 0.4632 | 0.5829 | 0.7635 |
196
+ | No log | 13.8095 | 290 | 0.5532 | 0.4384 | 0.5532 | 0.7438 |
197
+ | No log | 13.9048 | 292 | 0.5616 | 0.4681 | 0.5616 | 0.7494 |
198
+ | No log | 14.0 | 294 | 0.5864 | 0.6137 | 0.5864 | 0.7657 |
199
+ | No log | 14.0952 | 296 | 0.5832 | 0.6137 | 0.5832 | 0.7637 |
200
+ | No log | 14.1905 | 298 | 0.5590 | 0.4222 | 0.5590 | 0.7477 |
201
+ | No log | 14.2857 | 300 | 0.5833 | 0.4556 | 0.5833 | 0.7637 |
202
+ | No log | 14.3810 | 302 | 0.6268 | 0.4807 | 0.6268 | 0.7917 |
203
+ | No log | 14.4762 | 304 | 0.6101 | 0.4499 | 0.6101 | 0.7811 |
204
+ | No log | 14.5714 | 306 | 0.5850 | 0.3716 | 0.5850 | 0.7648 |
205
+ | No log | 14.6667 | 308 | 0.5727 | 0.4114 | 0.5727 | 0.7567 |
206
+ | No log | 14.7619 | 310 | 0.5929 | 0.4555 | 0.5929 | 0.7700 |
207
+ | No log | 14.8571 | 312 | 0.6050 | 0.5388 | 0.6050 | 0.7778 |
208
+ | No log | 14.9524 | 314 | 0.5972 | 0.5845 | 0.5972 | 0.7728 |
209
+ | No log | 15.0476 | 316 | 0.5859 | 0.4758 | 0.5859 | 0.7655 |
210
+ | No log | 15.1429 | 318 | 0.5626 | 0.4402 | 0.5626 | 0.7501 |
211
+ | No log | 15.2381 | 320 | 0.5557 | 0.4595 | 0.5557 | 0.7454 |
212
+ | No log | 15.3333 | 322 | 0.5503 | 0.4495 | 0.5503 | 0.7418 |
213
+ | No log | 15.4286 | 324 | 0.5779 | 0.5991 | 0.5779 | 0.7602 |
214
+ | No log | 15.5238 | 326 | 0.5678 | 0.6092 | 0.5678 | 0.7535 |
215
+ | No log | 15.6190 | 328 | 0.5426 | 0.6441 | 0.5426 | 0.7366 |
216
+ | No log | 15.7143 | 330 | 0.5062 | 0.6121 | 0.5062 | 0.7114 |
217
+ | No log | 15.8095 | 332 | 0.5417 | 0.5152 | 0.5417 | 0.7360 |
218
+ | No log | 15.9048 | 334 | 0.5720 | 0.5513 | 0.5720 | 0.7563 |
219
+ | No log | 16.0 | 336 | 0.5604 | 0.4935 | 0.5604 | 0.7486 |
220
+ | No log | 16.0952 | 338 | 0.5363 | 0.5061 | 0.5363 | 0.7323 |
221
+ | No log | 16.1905 | 340 | 0.5332 | 0.4386 | 0.5332 | 0.7302 |
222
+ | No log | 16.2857 | 342 | 0.5432 | 0.4240 | 0.5432 | 0.7370 |
223
+ | No log | 16.3810 | 344 | 0.5465 | 0.4782 | 0.5465 | 0.7392 |
224
+ | No log | 16.4762 | 346 | 0.5954 | 0.5230 | 0.5954 | 0.7716 |
225
+ | No log | 16.5714 | 348 | 0.6444 | 0.5048 | 0.6444 | 0.8028 |
226
+ | No log | 16.6667 | 350 | 0.5911 | 0.5384 | 0.5911 | 0.7688 |
227
+ | No log | 16.7619 | 352 | 0.5641 | 0.5217 | 0.5641 | 0.7510 |
228
+ | No log | 16.8571 | 354 | 0.5443 | 0.4901 | 0.5443 | 0.7378 |
229
+ | No log | 16.9524 | 356 | 0.5419 | 0.4544 | 0.5419 | 0.7361 |
230
+ | No log | 17.0476 | 358 | 0.5541 | 0.5167 | 0.5541 | 0.7444 |
231
+ | No log | 17.1429 | 360 | 0.5779 | 0.4393 | 0.5779 | 0.7602 |
232
+ | No log | 17.2381 | 362 | 0.6032 | 0.4997 | 0.6032 | 0.7766 |
233
+ | No log | 17.3333 | 364 | 0.6024 | 0.5497 | 0.6024 | 0.7761 |
234
+ | No log | 17.4286 | 366 | 0.5656 | 0.5223 | 0.5656 | 0.7521 |
235
+ | No log | 17.5238 | 368 | 0.5365 | 0.4438 | 0.5365 | 0.7325 |
236
+ | No log | 17.6190 | 370 | 0.5509 | 0.4832 | 0.5509 | 0.7422 |
237
+ | No log | 17.7143 | 372 | 0.5612 | 0.4789 | 0.5612 | 0.7492 |
238
+ | No log | 17.8095 | 374 | 0.5450 | 0.5390 | 0.5450 | 0.7383 |
239
+ | No log | 17.9048 | 376 | 0.5432 | 0.4697 | 0.5432 | 0.7370 |
240
+ | No log | 18.0 | 378 | 0.5436 | 0.4776 | 0.5436 | 0.7373 |
241
+ | No log | 18.0952 | 380 | 0.5532 | 0.5399 | 0.5532 | 0.7438 |
242
+ | No log | 18.1905 | 382 | 0.5557 | 0.5399 | 0.5557 | 0.7455 |
243
+ | No log | 18.2857 | 384 | 0.5436 | 0.4776 | 0.5436 | 0.7373 |
244
+ | No log | 18.3810 | 386 | 0.5786 | 0.3713 | 0.5786 | 0.7606 |
245
+ | No log | 18.4762 | 388 | 0.6263 | 0.4393 | 0.6263 | 0.7914 |
246
+ | No log | 18.5714 | 390 | 0.6247 | 0.4484 | 0.6247 | 0.7904 |
247
+ | No log | 18.6667 | 392 | 0.5915 | 0.4951 | 0.5915 | 0.7691 |
248
+ | No log | 18.7619 | 394 | 0.5959 | 0.4951 | 0.5959 | 0.7719 |
249
+ | No log | 18.8571 | 396 | 0.5710 | 0.5397 | 0.5710 | 0.7556 |
250
+ | No log | 18.9524 | 398 | 0.5624 | 0.5195 | 0.5624 | 0.7499 |
251
+ | No log | 19.0476 | 400 | 0.5511 | 0.5238 | 0.5511 | 0.7423 |
252
+ | No log | 19.1429 | 402 | 0.5427 | 0.4149 | 0.5427 | 0.7367 |
253
+ | No log | 19.2381 | 404 | 0.5411 | 0.3786 | 0.5411 | 0.7356 |
254
+ | No log | 19.3333 | 406 | 0.5409 | 0.3834 | 0.5409 | 0.7355 |
255
+ | No log | 19.4286 | 408 | 0.5438 | 0.4561 | 0.5438 | 0.7374 |
256
+ | No log | 19.5238 | 410 | 0.5392 | 0.3863 | 0.5392 | 0.7343 |
257
+ | No log | 19.6190 | 412 | 0.5409 | 0.4402 | 0.5409 | 0.7355 |
258
+ | No log | 19.7143 | 414 | 0.5597 | 0.4067 | 0.5597 | 0.7481 |
259
+ | No log | 19.8095 | 416 | 0.5715 | 0.3788 | 0.5715 | 0.7560 |
260
+ | No log | 19.9048 | 418 | 0.5667 | 0.3813 | 0.5667 | 0.7528 |
261
+ | No log | 20.0 | 420 | 0.5549 | 0.3813 | 0.5549 | 0.7449 |
262
+ | No log | 20.0952 | 422 | 0.5381 | 0.4701 | 0.5381 | 0.7335 |
263
+ | No log | 20.1905 | 424 | 0.5338 | 0.5075 | 0.5338 | 0.7306 |
264
+ | No log | 20.2857 | 426 | 0.5325 | 0.5301 | 0.5325 | 0.7297 |
265
+ | No log | 20.3810 | 428 | 0.5286 | 0.5614 | 0.5286 | 0.7270 |
266
+ | No log | 20.4762 | 430 | 0.5249 | 0.5301 | 0.5249 | 0.7245 |
267
+ | No log | 20.5714 | 432 | 0.5238 | 0.5317 | 0.5238 | 0.7238 |
268
+ | No log | 20.6667 | 434 | 0.5310 | 0.4918 | 0.5310 | 0.7287 |
269
+ | No log | 20.7619 | 436 | 0.5250 | 0.5317 | 0.5250 | 0.7246 |
270
+ | No log | 20.8571 | 438 | 0.5235 | 0.4901 | 0.5235 | 0.7236 |
271
+ | No log | 20.9524 | 440 | 0.5322 | 0.5120 | 0.5322 | 0.7295 |
272
+ | No log | 21.0476 | 442 | 0.5284 | 0.4901 | 0.5284 | 0.7269 |
273
+ | No log | 21.1429 | 444 | 0.5298 | 0.5913 | 0.5298 | 0.7279 |
274
+ | No log | 21.2381 | 446 | 0.5365 | 0.6009 | 0.5365 | 0.7324 |
275
+ | No log | 21.3333 | 448 | 0.5300 | 0.5426 | 0.5300 | 0.7280 |
276
+ | No log | 21.4286 | 450 | 0.5311 | 0.5256 | 0.5311 | 0.7287 |
277
+ | No log | 21.5238 | 452 | 0.5296 | 0.5271 | 0.5296 | 0.7277 |
278
+ | No log | 21.6190 | 454 | 0.5254 | 0.5221 | 0.5254 | 0.7248 |
279
+ | No log | 21.7143 | 456 | 0.5317 | 0.5044 | 0.5317 | 0.7292 |
280
+ | No log | 21.8095 | 458 | 0.5322 | 0.5044 | 0.5322 | 0.7295 |
281
+ | No log | 21.9048 | 460 | 0.5193 | 0.5617 | 0.5193 | 0.7206 |
282
+ | No log | 22.0 | 462 | 0.5198 | 0.6125 | 0.5198 | 0.7210 |
283
+ | No log | 22.0952 | 464 | 0.5175 | 0.6125 | 0.5175 | 0.7194 |
284
+ | No log | 22.1905 | 466 | 0.5152 | 0.5617 | 0.5152 | 0.7178 |
285
+ | No log | 22.2857 | 468 | 0.5170 | 0.5875 | 0.5170 | 0.7190 |
286
+ | No log | 22.3810 | 470 | 0.5201 | 0.6198 | 0.5201 | 0.7212 |
287
+ | No log | 22.4762 | 472 | 0.5176 | 0.6210 | 0.5176 | 0.7194 |
288
+ | No log | 22.5714 | 474 | 0.5186 | 0.6365 | 0.5186 | 0.7201 |
289
+ | No log | 22.6667 | 476 | 0.5136 | 0.5768 | 0.5136 | 0.7166 |
290
+ | No log | 22.7619 | 478 | 0.5374 | 0.4756 | 0.5374 | 0.7331 |
291
+ | No log | 22.8571 | 480 | 0.5562 | 0.5083 | 0.5562 | 0.7458 |
292
+ | No log | 22.9524 | 482 | 0.5363 | 0.5189 | 0.5363 | 0.7323 |
293
+ | No log | 23.0476 | 484 | 0.5327 | 0.5065 | 0.5327 | 0.7298 |
294
+ | No log | 23.1429 | 486 | 0.5787 | 0.3985 | 0.5787 | 0.7607 |
295
+ | No log | 23.2381 | 488 | 0.6367 | 0.4606 | 0.6367 | 0.7979 |
296
+ | No log | 23.3333 | 490 | 0.6267 | 0.4522 | 0.6267 | 0.7917 |
297
+ | No log | 23.4286 | 492 | 0.5649 | 0.3976 | 0.5649 | 0.7516 |
298
+ | No log | 23.5238 | 494 | 0.5360 | 0.4136 | 0.5360 | 0.7321 |
299
+ | No log | 23.6190 | 496 | 0.5349 | 0.5324 | 0.5349 | 0.7314 |
300
+ | No log | 23.7143 | 498 | 0.5397 | 0.5046 | 0.5397 | 0.7346 |
301
+ | 0.2975 | 23.8095 | 500 | 0.5378 | 0.5422 | 0.5378 | 0.7333 |
302
+ | 0.2975 | 23.9048 | 502 | 0.5288 | 0.4923 | 0.5288 | 0.7272 |
303
+ | 0.2975 | 24.0 | 504 | 0.5387 | 0.4984 | 0.5387 | 0.7339 |
304
+ | 0.2975 | 24.0952 | 506 | 0.5717 | 0.5237 | 0.5717 | 0.7561 |
305
+ | 0.2975 | 24.1905 | 508 | 0.5603 | 0.4618 | 0.5603 | 0.7485 |
306
+ | 0.2975 | 24.2857 | 510 | 0.5382 | 0.5656 | 0.5382 | 0.7336 |
307
+ | 0.2975 | 24.3810 | 512 | 0.5428 | 0.5127 | 0.5428 | 0.7368 |
308
+ | 0.2975 | 24.4762 | 514 | 0.5422 | 0.5127 | 0.5422 | 0.7364 |
309
+ | 0.2975 | 24.5714 | 516 | 0.5389 | 0.5178 | 0.5389 | 0.7341 |
310
+ | 0.2975 | 24.6667 | 518 | 0.5361 | 0.5269 | 0.5361 | 0.7322 |
311
+ | 0.2975 | 24.7619 | 520 | 0.5326 | 0.5476 | 0.5326 | 0.7298 |
312
+ | 0.2975 | 24.8571 | 522 | 0.5264 | 0.5753 | 0.5264 | 0.7255 |
313
+ | 0.2975 | 24.9524 | 524 | 0.5397 | 0.5483 | 0.5397 | 0.7346 |
314
+ | 0.2975 | 25.0476 | 526 | 0.5321 | 0.5335 | 0.5321 | 0.7294 |
315
+ | 0.2975 | 25.1429 | 528 | 0.5183 | 0.5649 | 0.5183 | 0.7199 |
316
+ | 0.2975 | 25.2381 | 530 | 0.5170 | 0.5915 | 0.5170 | 0.7190 |
317
+ | 0.2975 | 25.3333 | 532 | 0.5163 | 0.5476 | 0.5163 | 0.7185 |
318
+ | 0.2975 | 25.4286 | 534 | 0.5415 | 0.6104 | 0.5415 | 0.7358 |
319
+ | 0.2975 | 25.5238 | 536 | 0.5539 | 0.6282 | 0.5539 | 0.7443 |
320
+ | 0.2975 | 25.6190 | 538 | 0.5352 | 0.5865 | 0.5352 | 0.7315 |
321
+ | 0.2975 | 25.7143 | 540 | 0.5170 | 0.5634 | 0.5170 | 0.7190 |
322
+ | 0.2975 | 25.8095 | 542 | 0.5249 | 0.5352 | 0.5249 | 0.7245 |
323
+ | 0.2975 | 25.9048 | 544 | 0.5398 | 0.5657 | 0.5398 | 0.7347 |
324
+ | 0.2975 | 26.0 | 546 | 0.5544 | 0.5315 | 0.5544 | 0.7446 |
325
+ | 0.2975 | 26.0952 | 548 | 0.5392 | 0.5657 | 0.5392 | 0.7343 |
326
+ | 0.2975 | 26.1905 | 550 | 0.5328 | 0.5300 | 0.5328 | 0.7299 |
327
+ | 0.2975 | 26.2857 | 552 | 0.5412 | 0.5455 | 0.5412 | 0.7357 |
328
+ | 0.2975 | 26.3810 | 554 | 0.5367 | 0.5455 | 0.5367 | 0.7326 |
329
+ | 0.2975 | 26.4762 | 556 | 0.5184 | 0.5065 | 0.5184 | 0.7200 |
330
+ | 0.2975 | 26.5714 | 558 | 0.4991 | 0.4782 | 0.4991 | 0.7065 |
331
+ | 0.2975 | 26.6667 | 560 | 0.4977 | 0.4829 | 0.4977 | 0.7055 |
332
+ | 0.2975 | 26.7619 | 562 | 0.4980 | 0.5009 | 0.4980 | 0.7057 |
333
+ | 0.2975 | 26.8571 | 564 | 0.5042 | 0.5127 | 0.5042 | 0.7100 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
334
 
335
 
336
  ### Framework versions
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