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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task5_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task5_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: 0.6822
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- - Qwk: 0.5681
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- - Mse: 0.6822
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- - Rmse: 0.8260
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  ## Model description
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@@ -47,315 +47,263 @@ 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 | 0.025 | 2 | 3.7907 | -0.0215 | 3.7907 | 1.9470 |
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- | No log | 0.05 | 4 | 1.9917 | 0.1002 | 1.9917 | 1.4113 |
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- | No log | 0.075 | 6 | 1.6123 | 0.0733 | 1.6123 | 1.2698 |
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- | No log | 0.1 | 8 | 1.0585 | 0.2740 | 1.0585 | 1.0288 |
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- | No log | 0.125 | 10 | 1.0539 | 0.0762 | 1.0539 | 1.0266 |
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- | No log | 0.15 | 12 | 1.1270 | -0.0125 | 1.1270 | 1.0616 |
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- | No log | 0.175 | 14 | 1.1010 | 0.0762 | 1.1010 | 1.0493 |
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- | No log | 0.2 | 16 | 1.0050 | 0.2991 | 1.0050 | 1.0025 |
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- | No log | 0.225 | 18 | 1.5321 | 0.1004 | 1.5321 | 1.2378 |
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- | No log | 0.25 | 20 | 1.9570 | 0.2486 | 1.9570 | 1.3989 |
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- | No log | 0.275 | 22 | 1.7508 | 0.1744 | 1.7508 | 1.3232 |
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- | No log | 0.3 | 24 | 1.3354 | 0.0399 | 1.3354 | 1.1556 |
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- | No log | 0.325 | 26 | 1.0282 | 0.2561 | 1.0282 | 1.0140 |
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- | No log | 0.35 | 28 | 0.9671 | 0.4011 | 0.9671 | 0.9834 |
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- | No log | 0.375 | 30 | 0.9993 | 0.1954 | 0.9993 | 0.9996 |
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- | No log | 0.4 | 32 | 0.9862 | 0.1926 | 0.9862 | 0.9931 |
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- | No log | 0.425 | 34 | 0.9470 | 0.3153 | 0.9470 | 0.9731 |
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- | No log | 0.45 | 36 | 0.9876 | 0.3127 | 0.9876 | 0.9938 |
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- | No log | 0.475 | 38 | 1.0872 | 0.1764 | 1.0872 | 1.0427 |
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- | No log | 0.5 | 40 | 1.1064 | 0.1379 | 1.1064 | 1.0519 |
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- | No log | 0.525 | 42 | 1.1010 | 0.1764 | 1.1010 | 1.0493 |
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- | No log | 0.55 | 44 | 1.0796 | 0.2613 | 1.0796 | 1.0391 |
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- | No log | 0.575 | 46 | 0.9739 | 0.2777 | 0.9739 | 0.9869 |
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- | No log | 0.6 | 48 | 0.7995 | 0.4076 | 0.7995 | 0.8941 |
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- | No log | 0.625 | 50 | 0.7627 | 0.4845 | 0.7627 | 0.8733 |
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- | No log | 0.65 | 52 | 0.9086 | 0.3793 | 0.9086 | 0.9532 |
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- | No log | 0.675 | 54 | 1.1779 | 0.3633 | 1.1779 | 1.0853 |
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- | No log | 0.7 | 56 | 1.1284 | 0.3654 | 1.1284 | 1.0622 |
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- | No log | 0.725 | 58 | 0.8364 | 0.4671 | 0.8364 | 0.9145 |
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- | No log | 0.75 | 60 | 0.7111 | 0.6164 | 0.7111 | 0.8432 |
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- | No log | 0.775 | 62 | 0.7721 | 0.5353 | 0.7721 | 0.8787 |
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- | No log | 0.8 | 64 | 0.8052 | 0.5527 | 0.8052 | 0.8973 |
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- | No log | 0.825 | 66 | 0.8305 | 0.5114 | 0.8305 | 0.9113 |
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- | No log | 0.85 | 68 | 0.7102 | 0.5832 | 0.7102 | 0.8427 |
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- | No log | 0.875 | 70 | 0.7389 | 0.5717 | 0.7389 | 0.8596 |
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- | No log | 0.9 | 72 | 0.7906 | 0.5667 | 0.7906 | 0.8891 |
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- | No log | 0.925 | 74 | 0.7206 | 0.6427 | 0.7206 | 0.8489 |
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- | No log | 0.95 | 76 | 0.6354 | 0.6207 | 0.6354 | 0.7971 |
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- | No log | 0.975 | 78 | 0.6552 | 0.5404 | 0.6552 | 0.8094 |
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- | No log | 1.0 | 80 | 0.6491 | 0.5933 | 0.6491 | 0.8057 |
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- | No log | 1.025 | 82 | 0.6423 | 0.6187 | 0.6423 | 0.8014 |
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- | No log | 1.05 | 84 | 0.6568 | 0.6143 | 0.6568 | 0.8105 |
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- | No log | 1.075 | 86 | 0.6614 | 0.6167 | 0.6614 | 0.8133 |
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- | No log | 1.1 | 88 | 0.6748 | 0.6167 | 0.6748 | 0.8214 |
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- | No log | 1.125 | 90 | 0.7673 | 0.5921 | 0.7673 | 0.8760 |
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- | No log | 1.15 | 92 | 0.8964 | 0.5790 | 0.8964 | 0.9468 |
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- | No log | 1.175 | 94 | 0.7913 | 0.5877 | 0.7913 | 0.8895 |
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- | No log | 1.2 | 96 | 0.6924 | 0.5751 | 0.6924 | 0.8321 |
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- | No log | 1.225 | 98 | 0.6804 | 0.5819 | 0.6804 | 0.8249 |
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- | No log | 1.25 | 100 | 0.8491 | 0.5730 | 0.8491 | 0.9215 |
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- | No log | 1.275 | 102 | 0.9650 | 0.5187 | 0.9650 | 0.9824 |
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- | No log | 1.3 | 104 | 0.8712 | 0.5541 | 0.8712 | 0.9334 |
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- | No log | 1.325 | 106 | 0.7316 | 0.5496 | 0.7316 | 0.8554 |
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- | No log | 1.35 | 108 | 0.7622 | 0.5500 | 0.7622 | 0.8730 |
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- | No log | 1.375 | 110 | 0.7780 | 0.5279 | 0.7780 | 0.8821 |
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- | No log | 1.4 | 112 | 0.7609 | 0.5968 | 0.7609 | 0.8723 |
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- | No log | 1.425 | 114 | 0.7798 | 0.6583 | 0.7798 | 0.8831 |
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- | No log | 1.45 | 116 | 0.8261 | 0.5229 | 0.8261 | 0.9089 |
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- | No log | 1.475 | 118 | 0.8550 | 0.5448 | 0.8550 | 0.9247 |
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- | No log | 1.5 | 120 | 0.8138 | 0.5532 | 0.8138 | 0.9021 |
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- | No log | 1.525 | 122 | 0.8270 | 0.6239 | 0.8270 | 0.9094 |
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- | No log | 1.55 | 124 | 0.9004 | 0.5286 | 0.9004 | 0.9489 |
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- | No log | 1.575 | 126 | 0.8936 | 0.5266 | 0.8936 | 0.9453 |
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- | No log | 1.6 | 128 | 0.8996 | 0.5596 | 0.8996 | 0.9485 |
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- | No log | 1.625 | 130 | 0.9849 | 0.4830 | 0.9849 | 0.9924 |
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- | No log | 1.65 | 132 | 1.0818 | 0.5140 | 1.0818 | 1.0401 |
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- | No log | 1.675 | 134 | 0.9958 | 0.4587 | 0.9958 | 0.9979 |
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- | No log | 1.7 | 136 | 0.8366 | 0.5206 | 0.8366 | 0.9147 |
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- | No log | 1.725 | 138 | 0.8338 | 0.3816 | 0.8338 | 0.9131 |
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- | No log | 1.75 | 140 | 0.8305 | 0.4053 | 0.8305 | 0.9113 |
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- | No log | 1.775 | 142 | 0.7574 | 0.5094 | 0.7574 | 0.8703 |
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- | No log | 1.8 | 144 | 0.7216 | 0.5578 | 0.7216 | 0.8495 |
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- | No log | 1.825 | 146 | 0.7282 | 0.6347 | 0.7282 | 0.8533 |
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- | No log | 1.85 | 148 | 0.7583 | 0.6263 | 0.7583 | 0.8708 |
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- | No log | 1.875 | 150 | 0.7724 | 0.6341 | 0.7724 | 0.8788 |
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- | No log | 1.9 | 152 | 0.7090 | 0.6552 | 0.7090 | 0.8420 |
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- | No log | 1.925 | 154 | 0.6944 | 0.6630 | 0.6944 | 0.8333 |
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- | No log | 1.95 | 156 | 0.7100 | 0.6399 | 0.7100 | 0.8426 |
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- | No log | 1.975 | 158 | 0.7505 | 0.6526 | 0.7505 | 0.8663 |
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- | No log | 2.0 | 160 | 0.8198 | 0.6239 | 0.8198 | 0.9055 |
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- | No log | 2.025 | 162 | 0.8274 | 0.5823 | 0.8274 | 0.9096 |
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- | No log | 2.05 | 164 | 0.7724 | 0.6405 | 0.7724 | 0.8789 |
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- | No log | 2.075 | 166 | 0.7719 | 0.6203 | 0.7719 | 0.8786 |
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- | No log | 2.1 | 168 | 0.7480 | 0.6251 | 0.7480 | 0.8649 |
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- | No log | 2.125 | 170 | 0.7173 | 0.5930 | 0.7173 | 0.8470 |
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- | No log | 2.15 | 172 | 0.7477 | 0.5530 | 0.7477 | 0.8647 |
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- | No log | 2.175 | 174 | 0.8494 | 0.4728 | 0.8494 | 0.9216 |
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- | No log | 2.2 | 176 | 0.9145 | 0.4387 | 0.9145 | 0.9563 |
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- | No log | 2.225 | 178 | 0.7806 | 0.6038 | 0.7806 | 0.8835 |
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- | No log | 2.25 | 180 | 0.6652 | 0.6393 | 0.6652 | 0.8156 |
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- | No log | 2.275 | 182 | 0.6357 | 0.6774 | 0.6357 | 0.7973 |
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- | No log | 2.3 | 184 | 0.6438 | 0.6337 | 0.6438 | 0.8024 |
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- | No log | 2.325 | 186 | 0.6440 | 0.6025 | 0.6440 | 0.8025 |
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- | No log | 2.35 | 188 | 0.6583 | 0.6188 | 0.6583 | 0.8114 |
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- | No log | 2.375 | 190 | 0.6423 | 0.5774 | 0.6423 | 0.8015 |
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- | No log | 2.4 | 192 | 0.6688 | 0.4923 | 0.6688 | 0.8178 |
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- | No log | 2.425 | 194 | 0.6702 | 0.5010 | 0.6702 | 0.8187 |
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- | No log | 2.45 | 196 | 0.6690 | 0.5992 | 0.6690 | 0.8179 |
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- | No log | 2.475 | 198 | 0.6591 | 0.5869 | 0.6591 | 0.8118 |
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- | No log | 2.5 | 200 | 0.6574 | 0.6247 | 0.6574 | 0.8108 |
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- | No log | 2.525 | 202 | 0.6613 | 0.6319 | 0.6613 | 0.8132 |
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- | No log | 2.55 | 204 | 0.6775 | 0.6484 | 0.6775 | 0.8231 |
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- | No log | 2.575 | 206 | 0.6868 | 0.6206 | 0.6868 | 0.8287 |
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- | No log | 2.6 | 208 | 0.6980 | 0.6328 | 0.6980 | 0.8355 |
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- | No log | 2.625 | 210 | 0.7176 | 0.6001 | 0.7176 | 0.8471 |
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- | No log | 2.65 | 212 | 0.7541 | 0.6337 | 0.7541 | 0.8684 |
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- | No log | 2.675 | 214 | 0.7485 | 0.6187 | 0.7485 | 0.8651 |
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- | No log | 2.7 | 216 | 0.7489 | 0.5786 | 0.7489 | 0.8654 |
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- | No log | 2.725 | 218 | 0.7433 | 0.5666 | 0.7433 | 0.8621 |
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- | No log | 2.75 | 220 | 0.7157 | 0.5475 | 0.7157 | 0.8460 |
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- | No log | 2.775 | 222 | 0.7016 | 0.5455 | 0.7016 | 0.8376 |
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- | No log | 2.8 | 224 | 0.7157 | 0.5774 | 0.7157 | 0.8460 |
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- | No log | 2.825 | 226 | 0.7055 | 0.5980 | 0.7055 | 0.8399 |
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- | No log | 2.85 | 228 | 0.6902 | 0.5928 | 0.6902 | 0.8308 |
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- | No log | 2.875 | 230 | 0.6936 | 0.5492 | 0.6936 | 0.8328 |
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- | No log | 2.9 | 232 | 0.6981 | 0.5606 | 0.6981 | 0.8355 |
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- | No log | 2.925 | 234 | 0.6997 | 0.5877 | 0.6997 | 0.8365 |
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- | No log | 2.95 | 236 | 0.7068 | 0.5853 | 0.7068 | 0.8407 |
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- | No log | 2.975 | 238 | 0.7017 | 0.5853 | 0.7017 | 0.8377 |
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- | No log | 3.0 | 240 | 0.6934 | 0.6114 | 0.6934 | 0.8327 |
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- | No log | 3.025 | 242 | 0.6893 | 0.5512 | 0.6893 | 0.8302 |
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- | No log | 3.05 | 244 | 0.7120 | 0.6070 | 0.7120 | 0.8438 |
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- | No log | 3.075 | 246 | 0.6863 | 0.6215 | 0.6863 | 0.8285 |
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- | No log | 3.1 | 248 | 0.6796 | 0.6297 | 0.6796 | 0.8244 |
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- | No log | 3.125 | 250 | 0.7309 | 0.5921 | 0.7309 | 0.8549 |
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- | No log | 3.15 | 252 | 0.6916 | 0.6421 | 0.6916 | 0.8316 |
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- | No log | 3.175 | 254 | 0.6605 | 0.6796 | 0.6605 | 0.8127 |
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- | No log | 3.2 | 256 | 0.6702 | 0.6368 | 0.6702 | 0.8187 |
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- | No log | 3.225 | 258 | 0.6503 | 0.6398 | 0.6503 | 0.8064 |
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- | No log | 3.25 | 260 | 0.6669 | 0.5980 | 0.6669 | 0.8166 |
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- | No log | 3.275 | 262 | 0.6897 | 0.5654 | 0.6897 | 0.8305 |
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- | No log | 3.3 | 264 | 0.6843 | 0.5156 | 0.6843 | 0.8272 |
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- | No log | 3.325 | 266 | 0.7012 | 0.5635 | 0.7012 | 0.8374 |
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- | No log | 3.35 | 268 | 0.7246 | 0.5828 | 0.7246 | 0.8512 |
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- | No log | 3.375 | 270 | 0.7057 | 0.6046 | 0.7057 | 0.8401 |
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- | No log | 3.4 | 272 | 0.7184 | 0.5774 | 0.7184 | 0.8476 |
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- | No log | 3.425 | 274 | 0.7550 | 0.5654 | 0.7550 | 0.8689 |
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- | No log | 3.45 | 276 | 0.7339 | 0.5654 | 0.7339 | 0.8567 |
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- | No log | 3.475 | 278 | 0.7017 | 0.6035 | 0.7017 | 0.8377 |
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- | No log | 3.5 | 280 | 0.7203 | 0.5287 | 0.7203 | 0.8487 |
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- | No log | 3.525 | 282 | 0.7455 | 0.5198 | 0.7455 | 0.8634 |
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- | No log | 3.55 | 284 | 0.7362 | 0.5794 | 0.7362 | 0.8580 |
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- | No log | 3.575 | 286 | 0.7144 | 0.5752 | 0.7144 | 0.8452 |
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- | No log | 3.6 | 288 | 0.6964 | 0.5866 | 0.6964 | 0.8345 |
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- | No log | 3.625 | 290 | 0.6835 | 0.6154 | 0.6835 | 0.8268 |
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- | No log | 3.65 | 292 | 0.7301 | 0.5653 | 0.7301 | 0.8544 |
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- | No log | 3.675 | 294 | 0.7594 | 0.5759 | 0.7594 | 0.8715 |
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- | No log | 3.7 | 296 | 0.7283 | 0.6345 | 0.7283 | 0.8534 |
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- | No log | 3.725 | 298 | 0.7133 | 0.6337 | 0.7133 | 0.8446 |
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- | No log | 3.75 | 300 | 0.7077 | 0.6350 | 0.7077 | 0.8413 |
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- | No log | 3.775 | 302 | 0.7094 | 0.5985 | 0.7094 | 0.8423 |
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- | No log | 3.8 | 304 | 0.7078 | 0.6217 | 0.7078 | 0.8413 |
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- | No log | 3.825 | 306 | 0.7041 | 0.5467 | 0.7041 | 0.8391 |
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- | No log | 3.85 | 308 | 0.7025 | 0.5558 | 0.7025 | 0.8381 |
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- | No log | 3.875 | 310 | 0.7114 | 0.5774 | 0.7114 | 0.8434 |
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- | No log | 3.9 | 312 | 0.7212 | 0.6254 | 0.7212 | 0.8492 |
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- | No log | 3.925 | 314 | 0.7851 | 0.5604 | 0.7851 | 0.8860 |
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- | No log | 3.95 | 316 | 0.7470 | 0.5698 | 0.7470 | 0.8643 |
210
- | No log | 3.975 | 318 | 0.6744 | 0.6306 | 0.6744 | 0.8212 |
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- | No log | 4.0 | 320 | 0.6891 | 0.6100 | 0.6891 | 0.8301 |
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- | No log | 4.025 | 322 | 0.7000 | 0.6138 | 0.7000 | 0.8367 |
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- | No log | 4.05 | 324 | 0.6942 | 0.6138 | 0.6942 | 0.8332 |
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- | No log | 4.075 | 326 | 0.7046 | 0.6404 | 0.7046 | 0.8394 |
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- | No log | 4.1 | 328 | 0.6879 | 0.5796 | 0.6879 | 0.8294 |
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- | No log | 4.125 | 330 | 0.6947 | 0.5483 | 0.6947 | 0.8335 |
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- | No log | 4.15 | 332 | 0.6950 | 0.5902 | 0.6950 | 0.8336 |
218
- | No log | 4.175 | 334 | 0.7298 | 0.6035 | 0.7298 | 0.8543 |
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- | No log | 4.2 | 336 | 0.7365 | 0.5595 | 0.7365 | 0.8582 |
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- | No log | 4.225 | 338 | 0.7131 | 0.5343 | 0.7131 | 0.8445 |
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- | No log | 4.25 | 340 | 0.7418 | 0.5554 | 0.7418 | 0.8613 |
222
- | No log | 4.275 | 342 | 0.7609 | 0.5554 | 0.7609 | 0.8723 |
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- | No log | 4.3 | 344 | 0.7617 | 0.5325 | 0.7617 | 0.8727 |
224
- | No log | 4.325 | 346 | 0.7231 | 0.5633 | 0.7231 | 0.8503 |
225
- | No log | 4.35 | 348 | 0.7205 | 0.5632 | 0.7205 | 0.8488 |
226
- | No log | 4.375 | 350 | 0.7729 | 0.6411 | 0.7729 | 0.8791 |
227
- | No log | 4.4 | 352 | 0.8049 | 0.5911 | 0.8049 | 0.8972 |
228
- | No log | 4.425 | 354 | 0.7518 | 0.5882 | 0.7518 | 0.8671 |
229
- | No log | 4.45 | 356 | 0.7126 | 0.6439 | 0.7126 | 0.8441 |
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- | No log | 4.475 | 358 | 0.6987 | 0.6440 | 0.6987 | 0.8359 |
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- | No log | 4.5 | 360 | 0.6940 | 0.6570 | 0.6940 | 0.8331 |
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- | No log | 4.525 | 362 | 0.7084 | 0.6281 | 0.7084 | 0.8417 |
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- | No log | 4.55 | 364 | 0.7367 | 0.5815 | 0.7367 | 0.8583 |
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- | No log | 4.575 | 366 | 0.7267 | 0.6038 | 0.7267 | 0.8525 |
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- | No log | 4.6 | 368 | 0.6939 | 0.6112 | 0.6939 | 0.8330 |
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- | No log | 4.625 | 370 | 0.6873 | 0.6226 | 0.6873 | 0.8290 |
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- | No log | 4.65 | 372 | 0.6752 | 0.6045 | 0.6752 | 0.8217 |
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- | No log | 4.675 | 374 | 0.6561 | 0.5996 | 0.6561 | 0.8100 |
239
- | No log | 4.7 | 376 | 0.6549 | 0.5084 | 0.6549 | 0.8093 |
240
- | No log | 4.725 | 378 | 0.6682 | 0.5102 | 0.6682 | 0.8174 |
241
- | No log | 4.75 | 380 | 0.6387 | 0.5905 | 0.6387 | 0.7992 |
242
- | No log | 4.775 | 382 | 0.6248 | 0.6564 | 0.6248 | 0.7904 |
243
- | No log | 4.8 | 384 | 0.6266 | 0.6455 | 0.6266 | 0.7916 |
244
- | No log | 4.825 | 386 | 0.6037 | 0.6610 | 0.6037 | 0.7770 |
245
- | No log | 4.85 | 388 | 0.6014 | 0.6874 | 0.6014 | 0.7755 |
246
- | No log | 4.875 | 390 | 0.6024 | 0.6649 | 0.6024 | 0.7762 |
247
- | No log | 4.9 | 392 | 0.6072 | 0.6345 | 0.6072 | 0.7793 |
248
- | No log | 4.925 | 394 | 0.6076 | 0.6380 | 0.6076 | 0.7795 |
249
- | No log | 4.95 | 396 | 0.6134 | 0.5921 | 0.6134 | 0.7832 |
250
- | No log | 4.975 | 398 | 0.6306 | 0.5676 | 0.6306 | 0.7941 |
251
- | No log | 5.0 | 400 | 0.6200 | 0.5921 | 0.6200 | 0.7874 |
252
- | No log | 5.025 | 402 | 0.6274 | 0.5921 | 0.6274 | 0.7921 |
253
- | No log | 5.05 | 404 | 0.6270 | 0.5774 | 0.6270 | 0.7918 |
254
- | No log | 5.075 | 406 | 0.6439 | 0.5634 | 0.6439 | 0.8024 |
255
- | No log | 5.1 | 408 | 0.6703 | 0.5634 | 0.6703 | 0.8187 |
256
- | No log | 5.125 | 410 | 0.6653 | 0.5948 | 0.6653 | 0.8157 |
257
- | No log | 5.15 | 412 | 0.6646 | 0.5751 | 0.6646 | 0.8152 |
258
- | No log | 5.175 | 414 | 0.6555 | 0.5810 | 0.6555 | 0.8097 |
259
- | No log | 5.2 | 416 | 0.6534 | 0.5156 | 0.6534 | 0.8083 |
260
- | No log | 5.225 | 418 | 0.6937 | 0.4588 | 0.6937 | 0.8329 |
261
- | No log | 5.25 | 420 | 0.7017 | 0.4725 | 0.7017 | 0.8377 |
262
- | No log | 5.275 | 422 | 0.6605 | 0.5782 | 0.6605 | 0.8127 |
263
- | No log | 5.3 | 424 | 0.6192 | 0.6555 | 0.6192 | 0.7869 |
264
- | No log | 5.325 | 426 | 0.6379 | 0.6288 | 0.6379 | 0.7987 |
265
- | No log | 5.35 | 428 | 0.6979 | 0.6669 | 0.6979 | 0.8354 |
266
- | No log | 5.375 | 430 | 0.6847 | 0.6538 | 0.6847 | 0.8275 |
267
- | No log | 5.4 | 432 | 0.6406 | 0.6197 | 0.6406 | 0.8004 |
268
- | No log | 5.425 | 434 | 0.6350 | 0.6473 | 0.6350 | 0.7969 |
269
- | No log | 5.45 | 436 | 0.6434 | 0.6009 | 0.6434 | 0.8021 |
270
- | No log | 5.475 | 438 | 0.6326 | 0.5945 | 0.6326 | 0.7954 |
271
- | No log | 5.5 | 440 | 0.6297 | 0.6292 | 0.6297 | 0.7935 |
272
- | No log | 5.525 | 442 | 0.6436 | 0.6383 | 0.6436 | 0.8022 |
273
- | No log | 5.55 | 444 | 0.6428 | 0.6499 | 0.6428 | 0.8017 |
274
- | No log | 5.575 | 446 | 0.6449 | 0.6499 | 0.6449 | 0.8031 |
275
- | No log | 5.6 | 448 | 0.6546 | 0.6377 | 0.6546 | 0.8091 |
276
- | No log | 5.625 | 450 | 0.6641 | 0.5852 | 0.6641 | 0.8149 |
277
- | No log | 5.65 | 452 | 0.6594 | 0.5852 | 0.6594 | 0.8120 |
278
- | No log | 5.675 | 454 | 0.6279 | 0.6364 | 0.6279 | 0.7924 |
279
- | No log | 5.7 | 456 | 0.6244 | 0.6619 | 0.6244 | 0.7902 |
280
- | No log | 5.725 | 458 | 0.6300 | 0.6345 | 0.6300 | 0.7937 |
281
- | No log | 5.75 | 460 | 0.6614 | 0.6221 | 0.6614 | 0.8132 |
282
- | No log | 5.775 | 462 | 0.6366 | 0.6368 | 0.6366 | 0.7979 |
283
- | No log | 5.8 | 464 | 0.6299 | 0.6060 | 0.6299 | 0.7937 |
284
- | No log | 5.825 | 466 | 0.6340 | 0.5656 | 0.6340 | 0.7963 |
285
- | No log | 5.85 | 468 | 0.6441 | 0.5656 | 0.6441 | 0.8025 |
286
- | No log | 5.875 | 470 | 0.6591 | 0.5125 | 0.6591 | 0.8118 |
287
- | No log | 5.9 | 472 | 0.6666 | 0.5356 | 0.6666 | 0.8164 |
288
- | No log | 5.925 | 474 | 0.6714 | 0.6022 | 0.6714 | 0.8194 |
289
- | No log | 5.95 | 476 | 0.6821 | 0.5960 | 0.6821 | 0.8259 |
290
- | No log | 5.975 | 478 | 0.6867 | 0.5946 | 0.6867 | 0.8287 |
291
- | No log | 6.0 | 480 | 0.6804 | 0.5946 | 0.6804 | 0.8249 |
292
- | No log | 6.025 | 482 | 0.6463 | 0.5989 | 0.6463 | 0.8039 |
293
- | No log | 6.05 | 484 | 0.6394 | 0.6217 | 0.6394 | 0.7996 |
294
- | No log | 6.075 | 486 | 0.6369 | 0.6018 | 0.6369 | 0.7980 |
295
- | No log | 6.1 | 488 | 0.6403 | 0.5966 | 0.6403 | 0.8002 |
296
- | No log | 6.125 | 490 | 0.6579 | 0.5428 | 0.6579 | 0.8111 |
297
- | No log | 6.15 | 492 | 0.6603 | 0.5966 | 0.6603 | 0.8126 |
298
- | No log | 6.175 | 494 | 0.6593 | 0.5985 | 0.6593 | 0.8120 |
299
- | No log | 6.2 | 496 | 0.6616 | 0.5995 | 0.6616 | 0.8134 |
300
- | No log | 6.225 | 498 | 0.6592 | 0.5797 | 0.6592 | 0.8119 |
301
- | 0.3107 | 6.25 | 500 | 0.6565 | 0.5797 | 0.6565 | 0.8103 |
302
- | 0.3107 | 6.275 | 502 | 0.6513 | 0.5747 | 0.6513 | 0.8070 |
303
- | 0.3107 | 6.3 | 504 | 0.6485 | 0.5747 | 0.6485 | 0.8053 |
304
- | 0.3107 | 6.325 | 506 | 0.6576 | 0.6262 | 0.6576 | 0.8109 |
305
- | 0.3107 | 6.35 | 508 | 0.6625 | 0.5747 | 0.6625 | 0.8140 |
306
- | 0.3107 | 6.375 | 510 | 0.6849 | 0.5518 | 0.6849 | 0.8276 |
307
- | 0.3107 | 6.4 | 512 | 0.7166 | 0.5604 | 0.7166 | 0.8465 |
308
- | 0.3107 | 6.425 | 514 | 0.7014 | 0.6056 | 0.7014 | 0.8375 |
309
- | 0.3107 | 6.45 | 516 | 0.6661 | 0.6385 | 0.6661 | 0.8162 |
310
- | 0.3107 | 6.475 | 518 | 0.6513 | 0.6157 | 0.6513 | 0.8070 |
311
- | 0.3107 | 6.5 | 520 | 0.6268 | 0.6407 | 0.6268 | 0.7917 |
312
- | 0.3107 | 6.525 | 522 | 0.6193 | 0.6105 | 0.6193 | 0.7869 |
313
- | 0.3107 | 6.55 | 524 | 0.6154 | 0.6242 | 0.6154 | 0.7845 |
314
- | 0.3107 | 6.575 | 526 | 0.6328 | 0.6116 | 0.6328 | 0.7955 |
315
- | 0.3107 | 6.6 | 528 | 0.6503 | 0.5922 | 0.6503 | 0.8064 |
316
- | 0.3107 | 6.625 | 530 | 0.6323 | 0.5902 | 0.6323 | 0.7952 |
317
- | 0.3107 | 6.65 | 532 | 0.6299 | 0.5506 | 0.6299 | 0.7936 |
318
- | 0.3107 | 6.675 | 534 | 0.6430 | 0.5055 | 0.6430 | 0.8018 |
319
- | 0.3107 | 6.7 | 536 | 0.6550 | 0.5913 | 0.6550 | 0.8093 |
320
- | 0.3107 | 6.725 | 538 | 0.6607 | 0.5261 | 0.6607 | 0.8128 |
321
- | 0.3107 | 6.75 | 540 | 0.6838 | 0.5434 | 0.6838 | 0.8269 |
322
- | 0.3107 | 6.775 | 542 | 0.7004 | 0.5430 | 0.7004 | 0.8369 |
323
- | 0.3107 | 6.8 | 544 | 0.6775 | 0.5726 | 0.6775 | 0.8231 |
324
- | 0.3107 | 6.825 | 546 | 0.6772 | 0.6084 | 0.6772 | 0.8229 |
325
- | 0.3107 | 6.85 | 548 | 0.7588 | 0.5788 | 0.7588 | 0.8711 |
326
- | 0.3107 | 6.875 | 550 | 0.7881 | 0.5621 | 0.7881 | 0.8877 |
327
- | 0.3107 | 6.9 | 552 | 0.7471 | 0.5477 | 0.7471 | 0.8643 |
328
- | 0.3107 | 6.925 | 554 | 0.7036 | 0.5959 | 0.7036 | 0.8388 |
329
- | 0.3107 | 6.95 | 556 | 0.6685 | 0.5582 | 0.6685 | 0.8176 |
330
- | 0.3107 | 6.975 | 558 | 0.6631 | 0.5582 | 0.6631 | 0.8143 |
331
- | 0.3107 | 7.0 | 560 | 0.6641 | 0.5563 | 0.6641 | 0.8150 |
332
- | 0.3107 | 7.025 | 562 | 0.6507 | 0.5975 | 0.6507 | 0.8067 |
333
- | 0.3107 | 7.05 | 564 | 0.6501 | 0.6157 | 0.6501 | 0.8063 |
334
- | 0.3107 | 7.075 | 566 | 0.6512 | 0.6157 | 0.6512 | 0.8069 |
335
- | 0.3107 | 7.1 | 568 | 0.6449 | 0.5975 | 0.6449 | 0.8030 |
336
- | 0.3107 | 7.125 | 570 | 0.6623 | 0.6464 | 0.6623 | 0.8138 |
337
- | 0.3107 | 7.15 | 572 | 0.6876 | 0.6347 | 0.6876 | 0.8292 |
338
- | 0.3107 | 7.175 | 574 | 0.7006 | 0.5729 | 0.7006 | 0.8370 |
339
- | 0.3107 | 7.2 | 576 | 0.6626 | 0.6113 | 0.6626 | 0.8140 |
340
- | 0.3107 | 7.225 | 578 | 0.6359 | 0.5606 | 0.6359 | 0.7974 |
341
- | 0.3107 | 7.25 | 580 | 0.6293 | 0.5988 | 0.6293 | 0.7933 |
342
- | 0.3107 | 7.275 | 582 | 0.6157 | 0.5606 | 0.6157 | 0.7846 |
343
- | 0.3107 | 7.3 | 584 | 0.6178 | 0.6269 | 0.6178 | 0.7860 |
344
- | 0.3107 | 7.325 | 586 | 0.6272 | 0.6626 | 0.6272 | 0.7920 |
345
- | 0.3107 | 7.35 | 588 | 0.6540 | 0.6632 | 0.6540 | 0.8087 |
346
- | 0.3107 | 7.375 | 590 | 0.6480 | 0.6632 | 0.6480 | 0.8050 |
347
- | 0.3107 | 7.4 | 592 | 0.6322 | 0.6468 | 0.6322 | 0.7951 |
348
- | 0.3107 | 7.425 | 594 | 0.6121 | 0.6113 | 0.6121 | 0.7823 |
349
- | 0.3107 | 7.45 | 596 | 0.6092 | 0.6325 | 0.6092 | 0.7805 |
350
- | 0.3107 | 7.475 | 598 | 0.6604 | 0.6330 | 0.6604 | 0.8127 |
351
- | 0.3107 | 7.5 | 600 | 0.7239 | 0.5823 | 0.7239 | 0.8508 |
352
- | 0.3107 | 7.525 | 602 | 0.7303 | 0.5823 | 0.7303 | 0.8546 |
353
- | 0.3107 | 7.55 | 604 | 0.6779 | 0.6144 | 0.6779 | 0.8234 |
354
- | 0.3107 | 7.575 | 606 | 0.6519 | 0.5614 | 0.6519 | 0.8074 |
355
- | 0.3107 | 7.6 | 608 | 0.6598 | 0.5386 | 0.6598 | 0.8123 |
356
- | 0.3107 | 7.625 | 610 | 0.6570 | 0.5288 | 0.6570 | 0.8106 |
357
- | 0.3107 | 7.65 | 612 | 0.6667 | 0.5679 | 0.6667 | 0.8165 |
358
- | 0.3107 | 7.675 | 614 | 0.6822 | 0.5681 | 0.6822 | 0.8260 |
359
 
360
 
361
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task5_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task5_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: 0.6271
19
+ - Qwk: 0.5339
20
+ - Mse: 0.6271
21
+ - Rmse: 0.7919
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0235 | 2 | 4.1445 | -0.0020 | 4.1445 | 2.0358 |
53
+ | No log | 0.0471 | 4 | 2.2479 | 0.0790 | 2.2479 | 1.4993 |
54
+ | No log | 0.0706 | 6 | 1.5649 | 0.0143 | 1.5649 | 1.2510 |
55
+ | No log | 0.0941 | 8 | 1.0879 | 0.1711 | 1.0879 | 1.0430 |
56
+ | No log | 0.1176 | 10 | 1.0040 | 0.3130 | 1.0040 | 1.0020 |
57
+ | No log | 0.1412 | 12 | 1.0047 | 0.2643 | 1.0047 | 1.0023 |
58
+ | No log | 0.1647 | 14 | 1.0981 | 0.1851 | 1.0981 | 1.0479 |
59
+ | No log | 0.1882 | 16 | 1.1770 | 0.2075 | 1.1770 | 1.0849 |
60
+ | No log | 0.2118 | 18 | 0.8374 | 0.3590 | 0.8374 | 0.9151 |
61
+ | No log | 0.2353 | 20 | 0.7653 | 0.4192 | 0.7653 | 0.8748 |
62
+ | No log | 0.2588 | 22 | 0.7185 | 0.4304 | 0.7185 | 0.8477 |
63
+ | No log | 0.2824 | 24 | 1.1932 | 0.3561 | 1.1932 | 1.0923 |
64
+ | No log | 0.3059 | 26 | 1.8345 | 0.2324 | 1.8345 | 1.3544 |
65
+ | No log | 0.3294 | 28 | 1.4785 | 0.3329 | 1.4785 | 1.2159 |
66
+ | No log | 0.3529 | 30 | 0.7518 | 0.6357 | 0.7518 | 0.8671 |
67
+ | No log | 0.3765 | 32 | 0.6501 | 0.6365 | 0.6501 | 0.8063 |
68
+ | No log | 0.4 | 34 | 0.6344 | 0.6186 | 0.6344 | 0.7965 |
69
+ | No log | 0.4235 | 36 | 0.7981 | 0.5348 | 0.7981 | 0.8934 |
70
+ | No log | 0.4471 | 38 | 0.9656 | 0.4693 | 0.9656 | 0.9827 |
71
+ | No log | 0.4706 | 40 | 0.8436 | 0.5345 | 0.8436 | 0.9185 |
72
+ | No log | 0.4941 | 42 | 0.7330 | 0.5940 | 0.7330 | 0.8562 |
73
+ | No log | 0.5176 | 44 | 0.7906 | 0.5541 | 0.7906 | 0.8891 |
74
+ | No log | 0.5412 | 46 | 0.7715 | 0.5640 | 0.7715 | 0.8784 |
75
+ | No log | 0.5647 | 48 | 0.7559 | 0.6175 | 0.7559 | 0.8694 |
76
+ | No log | 0.5882 | 50 | 0.7426 | 0.6113 | 0.7426 | 0.8617 |
77
+ | No log | 0.6118 | 52 | 0.7196 | 0.6038 | 0.7196 | 0.8483 |
78
+ | No log | 0.6353 | 54 | 0.7580 | 0.5718 | 0.7580 | 0.8707 |
79
+ | No log | 0.6588 | 56 | 0.7378 | 0.5339 | 0.7378 | 0.8590 |
80
+ | No log | 0.6824 | 58 | 0.6326 | 0.6374 | 0.6326 | 0.7954 |
81
+ | No log | 0.7059 | 60 | 0.6344 | 0.6374 | 0.6344 | 0.7965 |
82
+ | No log | 0.7294 | 62 | 0.6595 | 0.6203 | 0.6595 | 0.8121 |
83
+ | No log | 0.7529 | 64 | 0.9634 | 0.5464 | 0.9634 | 0.9815 |
84
+ | No log | 0.7765 | 66 | 1.0746 | 0.4779 | 1.0746 | 1.0366 |
85
+ | No log | 0.8 | 68 | 0.7777 | 0.6645 | 0.7777 | 0.8819 |
86
+ | No log | 0.8235 | 70 | 0.6178 | 0.6230 | 0.6178 | 0.7860 |
87
+ | No log | 0.8471 | 72 | 0.6071 | 0.6493 | 0.6071 | 0.7792 |
88
+ | No log | 0.8706 | 74 | 0.6667 | 0.6795 | 0.6667 | 0.8165 |
89
+ | No log | 0.8941 | 76 | 0.6854 | 0.6221 | 0.6854 | 0.8279 |
90
+ | No log | 0.9176 | 78 | 0.7047 | 0.6048 | 0.7047 | 0.8395 |
91
+ | No log | 0.9412 | 80 | 0.6494 | 0.5524 | 0.6494 | 0.8058 |
92
+ | No log | 0.9647 | 82 | 0.6250 | 0.5726 | 0.6250 | 0.7905 |
93
+ | No log | 0.9882 | 84 | 0.6032 | 0.6780 | 0.6032 | 0.7767 |
94
+ | No log | 1.0118 | 86 | 0.6201 | 0.6667 | 0.6201 | 0.7874 |
95
+ | No log | 1.0353 | 88 | 0.6351 | 0.5999 | 0.6351 | 0.7969 |
96
+ | No log | 1.0588 | 90 | 0.6906 | 0.6175 | 0.6906 | 0.8310 |
97
+ | No log | 1.0824 | 92 | 0.9067 | 0.5772 | 0.9067 | 0.9522 |
98
+ | No log | 1.1059 | 94 | 0.9197 | 0.5457 | 0.9197 | 0.9590 |
99
+ | No log | 1.1294 | 96 | 0.7663 | 0.6612 | 0.7663 | 0.8754 |
100
+ | No log | 1.1529 | 98 | 0.8336 | 0.6166 | 0.8336 | 0.9130 |
101
+ | No log | 1.1765 | 100 | 0.7524 | 0.5884 | 0.7524 | 0.8674 |
102
+ | No log | 1.2 | 102 | 0.7185 | 0.6559 | 0.7185 | 0.8477 |
103
+ | No log | 1.2235 | 104 | 1.1409 | 0.4594 | 1.1409 | 1.0681 |
104
+ | No log | 1.2471 | 106 | 1.2753 | 0.4289 | 1.2753 | 1.1293 |
105
+ | No log | 1.2706 | 108 | 1.0246 | 0.5191 | 1.0246 | 1.0122 |
106
+ | No log | 1.2941 | 110 | 0.7460 | 0.6350 | 0.7460 | 0.8637 |
107
+ | No log | 1.3176 | 112 | 0.7713 | 0.6535 | 0.7713 | 0.8782 |
108
+ | No log | 1.3412 | 114 | 0.7919 | 0.6741 | 0.7919 | 0.8899 |
109
+ | No log | 1.3647 | 116 | 0.7326 | 0.6287 | 0.7326 | 0.8559 |
110
+ | No log | 1.3882 | 118 | 0.7023 | 0.5824 | 0.7023 | 0.8380 |
111
+ | No log | 1.4118 | 120 | 0.8496 | 0.5800 | 0.8496 | 0.9217 |
112
+ | No log | 1.4353 | 122 | 0.8197 | 0.5687 | 0.8197 | 0.9054 |
113
+ | No log | 1.4588 | 124 | 0.6830 | 0.5481 | 0.6830 | 0.8264 |
114
+ | No log | 1.4824 | 126 | 0.6486 | 0.6169 | 0.6486 | 0.8054 |
115
+ | No log | 1.5059 | 128 | 0.6399 | 0.6510 | 0.6399 | 0.7999 |
116
+ | No log | 1.5294 | 130 | 0.6991 | 0.5406 | 0.6991 | 0.8361 |
117
+ | No log | 1.5529 | 132 | 0.9188 | 0.5357 | 0.9188 | 0.9585 |
118
+ | No log | 1.5765 | 134 | 0.9676 | 0.5181 | 0.9676 | 0.9837 |
119
+ | No log | 1.6 | 136 | 0.7649 | 0.6219 | 0.7649 | 0.8746 |
120
+ | No log | 1.6235 | 138 | 0.6645 | 0.5937 | 0.6645 | 0.8151 |
121
+ | No log | 1.6471 | 140 | 0.7014 | 0.6676 | 0.7014 | 0.8375 |
122
+ | No log | 1.6706 | 142 | 0.6716 | 0.6840 | 0.6716 | 0.8195 |
123
+ | No log | 1.6941 | 144 | 0.6629 | 0.5951 | 0.6629 | 0.8142 |
124
+ | No log | 1.7176 | 146 | 0.6787 | 0.6043 | 0.6787 | 0.8238 |
125
+ | No log | 1.7412 | 148 | 0.6479 | 0.6260 | 0.6479 | 0.8049 |
126
+ | No log | 1.7647 | 150 | 0.6267 | 0.6508 | 0.6267 | 0.7917 |
127
+ | No log | 1.7882 | 152 | 0.6142 | 0.6804 | 0.6142 | 0.7837 |
128
+ | No log | 1.8118 | 154 | 0.6128 | 0.6564 | 0.6128 | 0.7828 |
129
+ | No log | 1.8353 | 156 | 0.6720 | 0.6019 | 0.6720 | 0.8198 |
130
+ | No log | 1.8588 | 158 | 0.7340 | 0.5812 | 0.7340 | 0.8567 |
131
+ | No log | 1.8824 | 160 | 0.6755 | 0.6091 | 0.6755 | 0.8219 |
132
+ | No log | 1.9059 | 162 | 0.6447 | 0.6790 | 0.6447 | 0.8029 |
133
+ | No log | 1.9294 | 164 | 0.7480 | 0.6029 | 0.7480 | 0.8649 |
134
+ | No log | 1.9529 | 166 | 0.7255 | 0.6013 | 0.7255 | 0.8518 |
135
+ | No log | 1.9765 | 168 | 0.6574 | 0.6479 | 0.6574 | 0.8108 |
136
+ | No log | 2.0 | 170 | 0.6886 | 0.6555 | 0.6886 | 0.8298 |
137
+ | No log | 2.0235 | 172 | 0.6956 | 0.6426 | 0.6956 | 0.8341 |
138
+ | No log | 2.0471 | 174 | 0.6380 | 0.6695 | 0.6380 | 0.7988 |
139
+ | No log | 2.0706 | 176 | 0.6728 | 0.6427 | 0.6728 | 0.8202 |
140
+ | No log | 2.0941 | 178 | 0.6796 | 0.6388 | 0.6796 | 0.8244 |
141
+ | No log | 2.1176 | 180 | 0.6237 | 0.6518 | 0.6237 | 0.7898 |
142
+ | No log | 2.1412 | 182 | 0.6714 | 0.6035 | 0.6714 | 0.8194 |
143
+ | No log | 2.1647 | 184 | 0.7415 | 0.5157 | 0.7415 | 0.8611 |
144
+ | No log | 2.1882 | 186 | 0.7191 | 0.5739 | 0.7191 | 0.8480 |
145
+ | No log | 2.2118 | 188 | 0.6364 | 0.6089 | 0.6364 | 0.7978 |
146
+ | No log | 2.2353 | 190 | 0.6116 | 0.6979 | 0.6116 | 0.7821 |
147
+ | No log | 2.2588 | 192 | 0.5980 | 0.6664 | 0.5980 | 0.7733 |
148
+ | No log | 2.2824 | 194 | 0.5824 | 0.6701 | 0.5824 | 0.7631 |
149
+ | No log | 2.3059 | 196 | 0.5707 | 0.6578 | 0.5707 | 0.7555 |
150
+ | No log | 2.3294 | 198 | 0.5890 | 0.6246 | 0.5890 | 0.7675 |
151
+ | No log | 2.3529 | 200 | 0.6042 | 0.6089 | 0.6042 | 0.7773 |
152
+ | No log | 2.3765 | 202 | 0.6000 | 0.5879 | 0.6000 | 0.7746 |
153
+ | No log | 2.4 | 204 | 0.5661 | 0.6762 | 0.5661 | 0.7524 |
154
+ | No log | 2.4235 | 206 | 0.5570 | 0.6988 | 0.5570 | 0.7463 |
155
+ | No log | 2.4471 | 208 | 0.5890 | 0.5966 | 0.5890 | 0.7675 |
156
+ | No log | 2.4706 | 210 | 0.7765 | 0.5832 | 0.7765 | 0.8812 |
157
+ | No log | 2.4941 | 212 | 0.8740 | 0.5840 | 0.8740 | 0.9349 |
158
+ | No log | 2.5176 | 214 | 0.7621 | 0.6281 | 0.7621 | 0.8730 |
159
+ | No log | 2.5412 | 216 | 0.6043 | 0.6144 | 0.6043 | 0.7774 |
160
+ | No log | 2.5647 | 218 | 0.6264 | 0.6511 | 0.6264 | 0.7914 |
161
+ | No log | 2.5882 | 220 | 0.6894 | 0.6502 | 0.6894 | 0.8303 |
162
+ | No log | 2.6118 | 222 | 0.6606 | 0.6397 | 0.6606 | 0.8128 |
163
+ | No log | 2.6353 | 224 | 0.6475 | 0.5301 | 0.6475 | 0.8047 |
164
+ | No log | 2.6588 | 226 | 0.7459 | 0.6013 | 0.7459 | 0.8637 |
165
+ | No log | 2.6824 | 228 | 0.8423 | 0.5832 | 0.8423 | 0.9178 |
166
+ | No log | 2.7059 | 230 | 0.8166 | 0.5924 | 0.8166 | 0.9037 |
167
+ | No log | 2.7294 | 232 | 0.7044 | 0.5847 | 0.7044 | 0.8393 |
168
+ | No log | 2.7529 | 234 | 0.6263 | 0.5851 | 0.6263 | 0.7914 |
169
+ | No log | 2.7765 | 236 | 0.6478 | 0.6573 | 0.6478 | 0.8048 |
170
+ | No log | 2.8 | 238 | 0.6407 | 0.6575 | 0.6407 | 0.8004 |
171
+ | No log | 2.8235 | 240 | 0.6071 | 0.6360 | 0.6071 | 0.7792 |
172
+ | No log | 2.8471 | 242 | 0.6400 | 0.4975 | 0.6400 | 0.8000 |
173
+ | No log | 2.8706 | 244 | 0.7048 | 0.5134 | 0.7048 | 0.8395 |
174
+ | No log | 2.8941 | 246 | 0.6495 | 0.5571 | 0.6495 | 0.8059 |
175
+ | No log | 2.9176 | 248 | 0.5960 | 0.6377 | 0.5960 | 0.7720 |
176
+ | No log | 2.9412 | 250 | 0.6098 | 0.6636 | 0.6098 | 0.7809 |
177
+ | No log | 2.9647 | 252 | 0.6207 | 0.6714 | 0.6207 | 0.7879 |
178
+ | No log | 2.9882 | 254 | 0.6292 | 0.6441 | 0.6292 | 0.7932 |
179
+ | No log | 3.0118 | 256 | 0.6727 | 0.6091 | 0.6727 | 0.8202 |
180
+ | No log | 3.0353 | 258 | 0.6685 | 0.5922 | 0.6685 | 0.8176 |
181
+ | No log | 3.0588 | 260 | 0.6667 | 0.6045 | 0.6667 | 0.8165 |
182
+ | No log | 3.0824 | 262 | 0.6567 | 0.6586 | 0.6567 | 0.8103 |
183
+ | No log | 3.1059 | 264 | 0.6523 | 0.6613 | 0.6523 | 0.8077 |
184
+ | No log | 3.1294 | 266 | 0.6501 | 0.6518 | 0.6501 | 0.8063 |
185
+ | No log | 3.1529 | 268 | 0.6486 | 0.6492 | 0.6486 | 0.8053 |
186
+ | No log | 3.1765 | 270 | 0.6289 | 0.6392 | 0.6289 | 0.7930 |
187
+ | No log | 3.2 | 272 | 0.6260 | 0.5950 | 0.6260 | 0.7912 |
188
+ | No log | 3.2235 | 274 | 0.6214 | 0.5879 | 0.6214 | 0.7883 |
189
+ | No log | 3.2471 | 276 | 0.6226 | 0.6154 | 0.6226 | 0.7890 |
190
+ | No log | 3.2706 | 278 | 0.6255 | 0.7153 | 0.6255 | 0.7909 |
191
+ | No log | 3.2941 | 280 | 0.6621 | 0.6221 | 0.6621 | 0.8137 |
192
+ | No log | 3.3176 | 282 | 0.6451 | 0.6350 | 0.6451 | 0.8032 |
193
+ | No log | 3.3412 | 284 | 0.6525 | 0.6426 | 0.6525 | 0.8078 |
194
+ | No log | 3.3647 | 286 | 0.7297 | 0.5648 | 0.7297 | 0.8542 |
195
+ | No log | 3.3882 | 288 | 0.7733 | 0.5658 | 0.7733 | 0.8794 |
196
+ | No log | 3.4118 | 290 | 0.6604 | 0.5583 | 0.6604 | 0.8126 |
197
+ | No log | 3.4353 | 292 | 0.5797 | 0.6230 | 0.5797 | 0.7614 |
198
+ | No log | 3.4588 | 294 | 0.6096 | 0.6291 | 0.6096 | 0.7808 |
199
+ | No log | 3.4824 | 296 | 0.6138 | 0.6575 | 0.6138 | 0.7835 |
200
+ | No log | 3.5059 | 298 | 0.5891 | 0.6545 | 0.5891 | 0.7676 |
201
+ | No log | 3.5294 | 300 | 0.6114 | 0.6354 | 0.6114 | 0.7819 |
202
+ | No log | 3.5529 | 302 | 0.6225 | 0.6269 | 0.6225 | 0.7890 |
203
+ | No log | 3.5765 | 304 | 0.6699 | 0.5617 | 0.6699 | 0.8185 |
204
+ | No log | 3.6 | 306 | 0.6541 | 0.6065 | 0.6541 | 0.8087 |
205
+ | No log | 3.6235 | 308 | 0.6110 | 0.6545 | 0.6110 | 0.7817 |
206
+ | No log | 3.6471 | 310 | 0.6125 | 0.6641 | 0.6125 | 0.7826 |
207
+ | No log | 3.6706 | 312 | 0.6238 | 0.6096 | 0.6238 | 0.7898 |
208
+ | No log | 3.6941 | 314 | 0.6921 | 0.5548 | 0.6921 | 0.8319 |
209
+ | No log | 3.7176 | 316 | 0.7626 | 0.5132 | 0.7626 | 0.8733 |
210
+ | No log | 3.7412 | 318 | 0.7107 | 0.5335 | 0.7107 | 0.8430 |
211
+ | No log | 3.7647 | 320 | 0.6370 | 0.5524 | 0.6370 | 0.7981 |
212
+ | No log | 3.7882 | 322 | 0.6284 | 0.6038 | 0.6284 | 0.7927 |
213
+ | No log | 3.8118 | 324 | 0.6536 | 0.5905 | 0.6536 | 0.8084 |
214
+ | No log | 3.8353 | 326 | 0.6610 | 0.5905 | 0.6610 | 0.8130 |
215
+ | No log | 3.8588 | 328 | 0.6478 | 0.5794 | 0.6478 | 0.8049 |
216
+ | No log | 3.8824 | 330 | 0.7330 | 0.5525 | 0.7330 | 0.8562 |
217
+ | No log | 3.9059 | 332 | 0.7625 | 0.5730 | 0.7625 | 0.8732 |
218
+ | No log | 3.9294 | 334 | 0.6919 | 0.5849 | 0.6919 | 0.8318 |
219
+ | No log | 3.9529 | 336 | 0.6539 | 0.4938 | 0.6539 | 0.8086 |
220
+ | No log | 3.9765 | 338 | 0.6870 | 0.5375 | 0.6870 | 0.8289 |
221
+ | No log | 4.0 | 340 | 0.7180 | 0.5858 | 0.7180 | 0.8473 |
222
+ | No log | 4.0235 | 342 | 0.6673 | 0.6177 | 0.6673 | 0.8169 |
223
+ | No log | 4.0471 | 344 | 0.6046 | 0.5955 | 0.6046 | 0.7776 |
224
+ | No log | 4.0706 | 346 | 0.6390 | 0.6173 | 0.6390 | 0.7993 |
225
+ | No log | 4.0941 | 348 | 0.7269 | 0.5924 | 0.7269 | 0.8526 |
226
+ | No log | 4.1176 | 350 | 0.7188 | 0.6092 | 0.7188 | 0.8478 |
227
+ | No log | 4.1412 | 352 | 0.7020 | 0.5992 | 0.7020 | 0.8379 |
228
+ | No log | 4.1647 | 354 | 0.6306 | 0.6721 | 0.6306 | 0.7941 |
229
+ | No log | 4.1882 | 356 | 0.6081 | 0.6737 | 0.6081 | 0.7798 |
230
+ | No log | 4.2118 | 358 | 0.6089 | 0.6896 | 0.6089 | 0.7803 |
231
+ | No log | 4.2353 | 360 | 0.6002 | 0.6896 | 0.6002 | 0.7747 |
232
+ | No log | 4.2588 | 362 | 0.5899 | 0.6561 | 0.5899 | 0.7681 |
233
+ | No log | 4.2824 | 364 | 0.6125 | 0.6386 | 0.6125 | 0.7826 |
234
+ | No log | 4.3059 | 366 | 0.6110 | 0.6386 | 0.6110 | 0.7817 |
235
+ | No log | 4.3294 | 368 | 0.6232 | 0.6603 | 0.6232 | 0.7894 |
236
+ | No log | 4.3529 | 370 | 0.6068 | 0.5839 | 0.6068 | 0.7790 |
237
+ | No log | 4.3765 | 372 | 0.6439 | 0.5215 | 0.6439 | 0.8024 |
238
+ | No log | 4.4 | 374 | 0.6537 | 0.5342 | 0.6537 | 0.8085 |
239
+ | No log | 4.4235 | 376 | 0.6199 | 0.5982 | 0.6199 | 0.7873 |
240
+ | No log | 4.4471 | 378 | 0.6160 | 0.6135 | 0.6160 | 0.7849 |
241
+ | No log | 4.4706 | 380 | 0.6258 | 0.6299 | 0.6258 | 0.7911 |
242
+ | No log | 4.4941 | 382 | 0.6871 | 0.6619 | 0.6871 | 0.8289 |
243
+ | No log | 4.5176 | 384 | 0.7156 | 0.6251 | 0.7156 | 0.8459 |
244
+ | No log | 4.5412 | 386 | 0.6747 | 0.5835 | 0.6747 | 0.8214 |
245
+ | No log | 4.5647 | 388 | 0.6205 | 0.6410 | 0.6205 | 0.7877 |
246
+ | No log | 4.5882 | 390 | 0.5929 | 0.6598 | 0.5929 | 0.7700 |
247
+ | No log | 4.6118 | 392 | 0.5907 | 0.6853 | 0.5907 | 0.7686 |
248
+ | No log | 4.6353 | 394 | 0.5987 | 0.6528 | 0.5987 | 0.7737 |
249
+ | No log | 4.6588 | 396 | 0.6086 | 0.6451 | 0.6086 | 0.7801 |
250
+ | No log | 4.6824 | 398 | 0.6086 | 0.6557 | 0.6086 | 0.7801 |
251
+ | No log | 4.7059 | 400 | 0.6126 | 0.6557 | 0.6126 | 0.7827 |
252
+ | No log | 4.7294 | 402 | 0.6102 | 0.6292 | 0.6102 | 0.7811 |
253
+ | No log | 4.7529 | 404 | 0.6324 | 0.5653 | 0.6324 | 0.7953 |
254
+ | No log | 4.7765 | 406 | 0.6145 | 0.5653 | 0.6145 | 0.7839 |
255
+ | No log | 4.8 | 408 | 0.5885 | 0.6830 | 0.5885 | 0.7671 |
256
+ | No log | 4.8235 | 410 | 0.5865 | 0.6748 | 0.5865 | 0.7658 |
257
+ | No log | 4.8471 | 412 | 0.5750 | 0.6748 | 0.5750 | 0.7583 |
258
+ | No log | 4.8706 | 414 | 0.5669 | 0.6561 | 0.5669 | 0.7529 |
259
+ | No log | 4.8941 | 416 | 0.6028 | 0.6701 | 0.6028 | 0.7764 |
260
+ | No log | 4.9176 | 418 | 0.6023 | 0.6701 | 0.6023 | 0.7761 |
261
+ | No log | 4.9412 | 420 | 0.5819 | 0.6097 | 0.5819 | 0.7628 |
262
+ | No log | 4.9647 | 422 | 0.5870 | 0.6230 | 0.5870 | 0.7662 |
263
+ | No log | 4.9882 | 424 | 0.6140 | 0.6117 | 0.6140 | 0.7836 |
264
+ | No log | 5.0118 | 426 | 0.6287 | 0.6198 | 0.6287 | 0.7929 |
265
+ | No log | 5.0353 | 428 | 0.6164 | 0.5796 | 0.6164 | 0.7851 |
266
+ | No log | 5.0588 | 430 | 0.6125 | 0.5562 | 0.6125 | 0.7826 |
267
+ | No log | 5.0824 | 432 | 0.6024 | 0.5542 | 0.6024 | 0.7761 |
268
+ | No log | 5.1059 | 434 | 0.5998 | 0.6444 | 0.5998 | 0.7745 |
269
+ | No log | 5.1294 | 436 | 0.6151 | 0.6891 | 0.6151 | 0.7843 |
270
+ | No log | 5.1529 | 438 | 0.6153 | 0.6934 | 0.6153 | 0.7844 |
271
+ | No log | 5.1765 | 440 | 0.6065 | 0.6761 | 0.6065 | 0.7788 |
272
+ | No log | 5.2 | 442 | 0.5923 | 0.6307 | 0.5923 | 0.7696 |
273
+ | No log | 5.2235 | 444 | 0.5970 | 0.6343 | 0.5970 | 0.7726 |
274
+ | No log | 5.2471 | 446 | 0.6003 | 0.5679 | 0.6003 | 0.7748 |
275
+ | No log | 5.2706 | 448 | 0.6252 | 0.5459 | 0.6252 | 0.7907 |
276
+ | No log | 5.2941 | 450 | 0.6037 | 0.5459 | 0.6037 | 0.7770 |
277
+ | No log | 5.3176 | 452 | 0.5879 | 0.6139 | 0.5879 | 0.7668 |
278
+ | No log | 5.3412 | 454 | 0.5925 | 0.6445 | 0.5925 | 0.7698 |
279
+ | No log | 5.3647 | 456 | 0.6326 | 0.5810 | 0.6326 | 0.7954 |
280
+ | No log | 5.3882 | 458 | 0.6325 | 0.5835 | 0.6325 | 0.7953 |
281
+ | No log | 5.4118 | 460 | 0.6120 | 0.6117 | 0.6120 | 0.7823 |
282
+ | No log | 5.4353 | 462 | 0.5912 | 0.6648 | 0.5912 | 0.7689 |
283
+ | No log | 5.4588 | 464 | 0.5909 | 0.6358 | 0.5909 | 0.7687 |
284
+ | No log | 5.4824 | 466 | 0.6049 | 0.6525 | 0.6049 | 0.7778 |
285
+ | No log | 5.5059 | 468 | 0.6247 | 0.6330 | 0.6247 | 0.7904 |
286
+ | No log | 5.5294 | 470 | 0.6399 | 0.6135 | 0.6399 | 0.8000 |
287
+ | No log | 5.5529 | 472 | 0.6219 | 0.6771 | 0.6219 | 0.7886 |
288
+ | No log | 5.5765 | 474 | 0.5914 | 0.6772 | 0.5914 | 0.7691 |
289
+ | No log | 5.6 | 476 | 0.6232 | 0.6570 | 0.6232 | 0.7894 |
290
+ | No log | 5.6235 | 478 | 0.7032 | 0.6387 | 0.7032 | 0.8385 |
291
+ | No log | 5.6471 | 480 | 0.7382 | 0.6466 | 0.7382 | 0.8592 |
292
+ | No log | 5.6706 | 482 | 0.6886 | 0.6636 | 0.6886 | 0.8298 |
293
+ | No log | 5.6941 | 484 | 0.6048 | 0.6644 | 0.6048 | 0.7777 |
294
+ | No log | 5.7176 | 486 | 0.5782 | 0.6846 | 0.5782 | 0.7604 |
295
+ | No log | 5.7412 | 488 | 0.6104 | 0.5748 | 0.6104 | 0.7813 |
296
+ | No log | 5.7647 | 490 | 0.6269 | 0.5548 | 0.6269 | 0.7917 |
297
+ | No log | 5.7882 | 492 | 0.6097 | 0.5542 | 0.6097 | 0.7808 |
298
+ | No log | 5.8118 | 494 | 0.5833 | 0.6648 | 0.5833 | 0.7637 |
299
+ | No log | 5.8353 | 496 | 0.5787 | 0.6745 | 0.5787 | 0.7607 |
300
+ | No log | 5.8588 | 498 | 0.5726 | 0.6962 | 0.5726 | 0.7567 |
301
+ | 0.2743 | 5.8824 | 500 | 0.5681 | 0.6772 | 0.5681 | 0.7537 |
302
+ | 0.2743 | 5.9059 | 502 | 0.6416 | 0.6565 | 0.6416 | 0.8010 |
303
+ | 0.2743 | 5.9294 | 504 | 0.7245 | 0.6248 | 0.7245 | 0.8512 |
304
+ | 0.2743 | 5.9529 | 506 | 0.7520 | 0.6076 | 0.7520 | 0.8672 |
305
+ | 0.2743 | 5.9765 | 508 | 0.6949 | 0.5690 | 0.6949 | 0.8336 |
306
+ | 0.2743 | 6.0 | 510 | 0.6271 | 0.5339 | 0.6271 | 0.7919 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions