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ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task2_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: ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.5126
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- - Qwk: 0.5337
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- - Mse: 0.5126
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- - Rmse: 0.7160
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  ## Model description
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@@ -49,277 +49,274 @@ 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 | 4.2699 | -0.0267 | 4.2699 | 2.0664 |
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- | No log | 0.1667 | 4 | 2.3765 | 0.0288 | 2.3765 | 1.5416 |
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- | No log | 0.25 | 6 | 1.4697 | 0.0058 | 1.4697 | 1.2123 |
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- | No log | 0.3333 | 8 | 0.9566 | 0.0970 | 0.9566 | 0.9781 |
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- | No log | 0.4167 | 10 | 0.8073 | 0.1769 | 0.8073 | 0.8985 |
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- | No log | 0.5 | 12 | 0.8574 | 0.1706 | 0.8574 | 0.9260 |
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- | No log | 0.5833 | 14 | 0.8846 | 0.0994 | 0.8846 | 0.9405 |
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- | No log | 0.6667 | 16 | 0.8850 | 0.1383 | 0.8850 | 0.9407 |
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- | No log | 0.75 | 18 | 0.9537 | 0.0840 | 0.9537 | 0.9766 |
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- | No log | 0.8333 | 20 | 1.0179 | -0.0007 | 1.0179 | 1.0089 |
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- | No log | 0.9167 | 22 | 1.0599 | 0.0 | 1.0599 | 1.0295 |
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- | No log | 1.0 | 24 | 1.0810 | 0.0051 | 1.0810 | 1.0397 |
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- | No log | 1.0833 | 26 | 0.9678 | 0.0189 | 0.9678 | 0.9837 |
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- | No log | 1.1667 | 28 | 0.8722 | 0.1588 | 0.8722 | 0.9339 |
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- | No log | 1.25 | 30 | 0.8195 | 0.1254 | 0.8195 | 0.9053 |
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- | No log | 1.3333 | 32 | 0.8627 | 0.1638 | 0.8627 | 0.9288 |
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- | No log | 1.4167 | 34 | 0.9176 | 0.0670 | 0.9176 | 0.9579 |
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- | No log | 1.5 | 36 | 0.8582 | 0.1331 | 0.8582 | 0.9264 |
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- | No log | 1.5833 | 38 | 0.8685 | 0.1440 | 0.8685 | 0.9319 |
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- | No log | 1.6667 | 40 | 0.8457 | 0.2057 | 0.8457 | 0.9196 |
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- | No log | 1.75 | 42 | 0.8026 | 0.2359 | 0.8026 | 0.8959 |
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- | No log | 1.8333 | 44 | 0.8976 | 0.0437 | 0.8976 | 0.9474 |
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- | No log | 1.9167 | 46 | 1.1430 | 0.0200 | 1.1430 | 1.0691 |
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- | No log | 2.0 | 48 | 1.6351 | 0.0361 | 1.6351 | 1.2787 |
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- | No log | 2.0833 | 50 | 2.0277 | 0.0274 | 2.0277 | 1.4240 |
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- | No log | 2.1667 | 52 | 2.0157 | 0.0770 | 2.0157 | 1.4198 |
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- | No log | 2.25 | 54 | 1.7500 | 0.0457 | 1.7500 | 1.3229 |
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- | No log | 2.3333 | 56 | 1.3783 | 0.0262 | 1.3783 | 1.1740 |
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- | No log | 2.4167 | 58 | 1.0526 | 0.0051 | 1.0526 | 1.0260 |
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- | No log | 2.5 | 60 | 0.8119 | 0.2685 | 0.8119 | 0.9010 |
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- | No log | 2.5833 | 62 | 0.7668 | 0.1210 | 0.7668 | 0.8757 |
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- | No log | 2.6667 | 64 | 0.8322 | 0.1061 | 0.8322 | 0.9122 |
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- | No log | 2.75 | 66 | 1.1239 | -0.0166 | 1.1239 | 1.0602 |
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- | No log | 2.8333 | 68 | 1.3673 | -0.0381 | 1.3673 | 1.1693 |
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- | No log | 2.9167 | 70 | 1.2713 | 0.0195 | 1.2713 | 1.1275 |
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- | No log | 3.0 | 72 | 0.9343 | 0.1036 | 0.9343 | 0.9666 |
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- | No log | 3.0833 | 74 | 0.7853 | 0.2155 | 0.7853 | 0.8862 |
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- | No log | 3.1667 | 76 | 0.7889 | 0.0509 | 0.7889 | 0.8882 |
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- | No log | 3.25 | 78 | 0.7524 | 0.1624 | 0.7524 | 0.8674 |
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- | No log | 3.3333 | 80 | 0.7264 | 0.2269 | 0.7264 | 0.8523 |
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- | No log | 3.4167 | 82 | 0.6924 | 0.3268 | 0.6924 | 0.8321 |
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- | No log | 3.5 | 84 | 0.6689 | 0.3771 | 0.6689 | 0.8179 |
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- | No log | 3.5833 | 86 | 0.6453 | 0.3557 | 0.6453 | 0.8033 |
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- | No log | 3.6667 | 88 | 0.6005 | 0.3378 | 0.6005 | 0.7749 |
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- | No log | 3.75 | 90 | 0.5949 | 0.3682 | 0.5949 | 0.7713 |
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- | No log | 3.8333 | 92 | 0.6058 | 0.3905 | 0.6058 | 0.7784 |
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- | No log | 3.9167 | 94 | 0.6726 | 0.3456 | 0.6726 | 0.8201 |
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- | No log | 4.0 | 96 | 0.6943 | 0.3606 | 0.6943 | 0.8333 |
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- | No log | 4.0833 | 98 | 0.6752 | 0.3663 | 0.6752 | 0.8217 |
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- | No log | 4.1667 | 100 | 0.6453 | 0.4623 | 0.6453 | 0.8033 |
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- | No log | 4.25 | 102 | 0.6834 | 0.5125 | 0.6834 | 0.8267 |
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- | No log | 4.3333 | 104 | 0.7523 | 0.4255 | 0.7523 | 0.8673 |
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- | No log | 4.4167 | 106 | 0.7210 | 0.4603 | 0.7210 | 0.8491 |
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- | No log | 4.5 | 108 | 0.6372 | 0.4772 | 0.6372 | 0.7982 |
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- | No log | 4.5833 | 110 | 0.6113 | 0.4881 | 0.6113 | 0.7819 |
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- | No log | 4.6667 | 112 | 0.6188 | 0.4731 | 0.6188 | 0.7866 |
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- | No log | 4.75 | 114 | 0.6416 | 0.4640 | 0.6416 | 0.8010 |
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- | No log | 4.8333 | 116 | 0.6510 | 0.4899 | 0.6510 | 0.8068 |
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- | No log | 4.9167 | 118 | 0.6378 | 0.4835 | 0.6378 | 0.7986 |
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- | No log | 5.0 | 120 | 0.6156 | 0.4998 | 0.6156 | 0.7846 |
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- | No log | 5.0833 | 122 | 0.5981 | 0.4998 | 0.5981 | 0.7734 |
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- | No log | 5.1667 | 124 | 0.6083 | 0.5004 | 0.6083 | 0.7800 |
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- | No log | 5.25 | 126 | 0.6184 | 0.4919 | 0.6184 | 0.7864 |
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- | No log | 5.3333 | 128 | 0.6456 | 0.4834 | 0.6456 | 0.8035 |
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- | No log | 5.4167 | 130 | 0.6815 | 0.4474 | 0.6815 | 0.8255 |
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- | No log | 5.5 | 132 | 0.6765 | 0.4623 | 0.6765 | 0.8225 |
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- | No log | 5.5833 | 134 | 0.6850 | 0.4219 | 0.6850 | 0.8276 |
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- | No log | 5.6667 | 136 | 0.7403 | 0.4799 | 0.7403 | 0.8604 |
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- | No log | 5.75 | 138 | 0.7806 | 0.4563 | 0.7806 | 0.8835 |
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- | No log | 5.8333 | 140 | 0.8173 | 0.5044 | 0.8173 | 0.9040 |
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- | No log | 5.9167 | 142 | 0.8810 | 0.5015 | 0.8810 | 0.9386 |
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- | No log | 6.0 | 144 | 1.0334 | 0.4287 | 1.0334 | 1.0166 |
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- | No log | 6.0833 | 146 | 1.0998 | 0.3680 | 1.0998 | 1.0487 |
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- | No log | 6.1667 | 148 | 0.8341 | 0.4547 | 0.8341 | 0.9133 |
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- | No log | 6.25 | 150 | 0.6575 | 0.5925 | 0.6575 | 0.8109 |
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- | No log | 6.3333 | 152 | 0.6764 | 0.5188 | 0.6764 | 0.8225 |
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- | No log | 6.4167 | 154 | 0.6316 | 0.4846 | 0.6316 | 0.7947 |
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- | No log | 6.5 | 156 | 0.6373 | 0.5253 | 0.6373 | 0.7983 |
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- | No log | 6.5833 | 158 | 0.6336 | 0.5168 | 0.6336 | 0.7960 |
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- | No log | 6.6667 | 160 | 0.5680 | 0.4808 | 0.5680 | 0.7537 |
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- | No log | 6.75 | 162 | 0.6051 | 0.4528 | 0.6051 | 0.7779 |
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- | No log | 6.8333 | 164 | 0.5975 | 0.4573 | 0.5975 | 0.7730 |
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- | No log | 6.9167 | 166 | 0.5773 | 0.4630 | 0.5773 | 0.7598 |
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- | No log | 7.0 | 168 | 0.5971 | 0.5199 | 0.5971 | 0.7727 |
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- | No log | 7.0833 | 170 | 0.6094 | 0.5347 | 0.6094 | 0.7806 |
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- | No log | 7.1667 | 172 | 0.5964 | 0.5449 | 0.5964 | 0.7723 |
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- | No log | 7.25 | 174 | 0.6268 | 0.5067 | 0.6268 | 0.7917 |
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- | No log | 7.3333 | 176 | 0.7133 | 0.3931 | 0.7133 | 0.8446 |
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- | No log | 7.4167 | 178 | 0.7420 | 0.3675 | 0.7420 | 0.8614 |
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- | No log | 7.5 | 180 | 0.6816 | 0.3293 | 0.6816 | 0.8256 |
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- | No log | 7.5833 | 182 | 0.6105 | 0.4017 | 0.6105 | 0.7813 |
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- | No log | 7.6667 | 184 | 0.6210 | 0.4161 | 0.6210 | 0.7880 |
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- | No log | 7.75 | 186 | 0.6494 | 0.4344 | 0.6494 | 0.8058 |
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- | No log | 7.8333 | 188 | 0.6040 | 0.4613 | 0.6040 | 0.7771 |
146
- | No log | 7.9167 | 190 | 0.6924 | 0.5286 | 0.6924 | 0.8321 |
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- | No log | 8.0 | 192 | 0.7614 | 0.5401 | 0.7614 | 0.8726 |
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- | No log | 8.0833 | 194 | 0.7012 | 0.5498 | 0.7012 | 0.8374 |
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- | No log | 8.1667 | 196 | 0.6897 | 0.4566 | 0.6897 | 0.8305 |
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- | No log | 8.25 | 198 | 0.7055 | 0.5101 | 0.7055 | 0.8400 |
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- | No log | 8.3333 | 200 | 0.6595 | 0.4872 | 0.6595 | 0.8121 |
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- | No log | 8.4167 | 202 | 0.7015 | 0.52 | 0.7015 | 0.8376 |
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- | No log | 8.5 | 204 | 0.8831 | 0.4709 | 0.8831 | 0.9397 |
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- | No log | 8.5833 | 206 | 0.8337 | 0.4475 | 0.8337 | 0.9131 |
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- | No log | 8.6667 | 208 | 0.6474 | 0.5447 | 0.6474 | 0.8046 |
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- | No log | 8.75 | 210 | 0.5901 | 0.4268 | 0.5901 | 0.7682 |
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- | No log | 8.8333 | 212 | 0.5834 | 0.4623 | 0.5834 | 0.7638 |
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- | No log | 8.9167 | 214 | 0.6285 | 0.5214 | 0.6285 | 0.7928 |
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- | No log | 9.0 | 216 | 0.6687 | 0.5172 | 0.6687 | 0.8178 |
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- | No log | 9.0833 | 218 | 0.6702 | 0.5280 | 0.6702 | 0.8187 |
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- | No log | 9.1667 | 220 | 0.6673 | 0.5217 | 0.6673 | 0.8169 |
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- | No log | 9.25 | 222 | 0.6838 | 0.5448 | 0.6838 | 0.8270 |
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- | No log | 9.3333 | 224 | 0.6926 | 0.5358 | 0.6926 | 0.8322 |
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- | No log | 9.4167 | 226 | 0.6687 | 0.5064 | 0.6687 | 0.8178 |
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- | No log | 9.5 | 228 | 0.6560 | 0.5140 | 0.6560 | 0.8099 |
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- | No log | 9.5833 | 230 | 0.6380 | 0.4905 | 0.6380 | 0.7988 |
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- | No log | 9.6667 | 232 | 0.6623 | 0.5114 | 0.6623 | 0.8138 |
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- | No log | 9.75 | 234 | 0.6773 | 0.5028 | 0.6773 | 0.8230 |
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- | No log | 9.8333 | 236 | 0.6433 | 0.5069 | 0.6433 | 0.8021 |
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- | No log | 9.9167 | 238 | 0.6407 | 0.5195 | 0.6407 | 0.8005 |
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- | No log | 10.0 | 240 | 0.6164 | 0.5353 | 0.6164 | 0.7851 |
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- | No log | 10.0833 | 242 | 0.5947 | 0.5536 | 0.5947 | 0.7712 |
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- | No log | 10.1667 | 244 | 0.5806 | 0.5368 | 0.5806 | 0.7620 |
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- | No log | 10.25 | 246 | 0.5853 | 0.5294 | 0.5853 | 0.7651 |
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- | No log | 10.3333 | 248 | 0.5988 | 0.5445 | 0.5988 | 0.7738 |
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- | No log | 10.4167 | 250 | 0.5889 | 0.5526 | 0.5889 | 0.7674 |
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- | No log | 10.5 | 252 | 0.6038 | 0.5447 | 0.6038 | 0.7770 |
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- | No log | 10.5833 | 254 | 0.6300 | 0.5 | 0.6300 | 0.7937 |
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- | No log | 10.6667 | 256 | 0.6136 | 0.5404 | 0.6136 | 0.7834 |
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- | No log | 10.75 | 258 | 0.6412 | 0.5369 | 0.6412 | 0.8008 |
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- | No log | 10.8333 | 260 | 0.6513 | 0.5187 | 0.6513 | 0.8070 |
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- | No log | 10.9167 | 262 | 0.7303 | 0.5283 | 0.7303 | 0.8546 |
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- | No log | 11.0 | 264 | 0.7119 | 0.4994 | 0.7119 | 0.8438 |
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- | No log | 11.0833 | 266 | 0.6009 | 0.5434 | 0.6009 | 0.7752 |
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- | No log | 11.1667 | 268 | 0.5639 | 0.4909 | 0.5639 | 0.7510 |
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- | No log | 11.25 | 270 | 0.5674 | 0.5366 | 0.5674 | 0.7532 |
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- | No log | 11.3333 | 272 | 0.6210 | 0.5319 | 0.6210 | 0.7880 |
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- | No log | 11.4167 | 274 | 0.7095 | 0.5014 | 0.7095 | 0.8423 |
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- | No log | 11.5 | 276 | 0.6723 | 0.5065 | 0.6723 | 0.8199 |
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- | No log | 11.5833 | 278 | 0.5777 | 0.5323 | 0.5777 | 0.7601 |
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- | No log | 11.6667 | 280 | 0.5626 | 0.5005 | 0.5626 | 0.7501 |
192
- | No log | 11.75 | 282 | 0.5732 | 0.4579 | 0.5732 | 0.7571 |
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- | No log | 11.8333 | 284 | 0.5897 | 0.5347 | 0.5897 | 0.7679 |
194
- | No log | 11.9167 | 286 | 0.6429 | 0.5732 | 0.6429 | 0.8018 |
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- | No log | 12.0 | 288 | 0.7396 | 0.5385 | 0.7396 | 0.8600 |
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- | No log | 12.0833 | 290 | 0.7664 | 0.5390 | 0.7664 | 0.8754 |
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- | No log | 12.1667 | 292 | 0.7162 | 0.5589 | 0.7162 | 0.8463 |
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- | No log | 12.25 | 294 | 0.6739 | 0.5404 | 0.6739 | 0.8209 |
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- | No log | 12.3333 | 296 | 0.6605 | 0.5496 | 0.6605 | 0.8127 |
200
- | No log | 12.4167 | 298 | 0.6387 | 0.5257 | 0.6387 | 0.7992 |
201
- | No log | 12.5 | 300 | 0.6241 | 0.5353 | 0.6241 | 0.7900 |
202
- | No log | 12.5833 | 302 | 0.6143 | 0.5393 | 0.6143 | 0.7838 |
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- | No log | 12.6667 | 304 | 0.6097 | 0.5486 | 0.6097 | 0.7808 |
204
- | No log | 12.75 | 306 | 0.6351 | 0.5253 | 0.6351 | 0.7969 |
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- | No log | 12.8333 | 308 | 0.6463 | 0.5068 | 0.6463 | 0.8039 |
206
- | No log | 12.9167 | 310 | 0.5780 | 0.5534 | 0.5780 | 0.7603 |
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- | No log | 13.0 | 312 | 0.5492 | 0.4790 | 0.5492 | 0.7411 |
208
- | No log | 13.0833 | 314 | 0.5476 | 0.4923 | 0.5476 | 0.7400 |
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- | No log | 13.1667 | 316 | 0.5499 | 0.4813 | 0.5499 | 0.7415 |
210
- | No log | 13.25 | 318 | 0.6031 | 0.4993 | 0.6031 | 0.7766 |
211
- | No log | 13.3333 | 320 | 0.6182 | 0.5109 | 0.6182 | 0.7863 |
212
- | No log | 13.4167 | 322 | 0.5789 | 0.5613 | 0.5789 | 0.7609 |
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- | No log | 13.5 | 324 | 0.5910 | 0.5239 | 0.5910 | 0.7688 |
214
- | No log | 13.5833 | 326 | 0.6108 | 0.5227 | 0.6108 | 0.7815 |
215
- | No log | 13.6667 | 328 | 0.6133 | 0.5309 | 0.6133 | 0.7831 |
216
- | No log | 13.75 | 330 | 0.5857 | 0.5644 | 0.5857 | 0.7653 |
217
- | No log | 13.8333 | 332 | 0.5965 | 0.5463 | 0.5965 | 0.7723 |
218
- | No log | 13.9167 | 334 | 0.6582 | 0.5614 | 0.6582 | 0.8113 |
219
- | No log | 14.0 | 336 | 0.6504 | 0.5634 | 0.6504 | 0.8065 |
220
- | No log | 14.0833 | 338 | 0.6269 | 0.5635 | 0.6269 | 0.7918 |
221
- | No log | 14.1667 | 340 | 0.5578 | 0.5341 | 0.5578 | 0.7469 |
222
- | No log | 14.25 | 342 | 0.5433 | 0.5567 | 0.5433 | 0.7371 |
223
- | No log | 14.3333 | 344 | 0.5553 | 0.5712 | 0.5553 | 0.7452 |
224
- | No log | 14.4167 | 346 | 0.5962 | 0.5805 | 0.5962 | 0.7721 |
225
- | No log | 14.5 | 348 | 0.6377 | 0.5631 | 0.6377 | 0.7986 |
226
- | No log | 14.5833 | 350 | 0.6278 | 0.5543 | 0.6278 | 0.7924 |
227
- | No log | 14.6667 | 352 | 0.6416 | 0.5340 | 0.6416 | 0.8010 |
228
- | No log | 14.75 | 354 | 0.6642 | 0.5424 | 0.6642 | 0.8150 |
229
- | No log | 14.8333 | 356 | 0.6026 | 0.4782 | 0.6026 | 0.7763 |
230
- | No log | 14.9167 | 358 | 0.5541 | 0.4972 | 0.5541 | 0.7444 |
231
- | No log | 15.0 | 360 | 0.6284 | 0.5277 | 0.6284 | 0.7927 |
232
- | No log | 15.0833 | 362 | 0.6436 | 0.5411 | 0.6436 | 0.8022 |
233
- | No log | 15.1667 | 364 | 0.6087 | 0.5411 | 0.6087 | 0.7802 |
234
- | No log | 15.25 | 366 | 0.5971 | 0.5257 | 0.5971 | 0.7727 |
235
- | No log | 15.3333 | 368 | 0.5540 | 0.5032 | 0.5540 | 0.7443 |
236
- | No log | 15.4167 | 370 | 0.5509 | 0.5338 | 0.5509 | 0.7422 |
237
- | No log | 15.5 | 372 | 0.5506 | 0.4972 | 0.5506 | 0.7420 |
238
- | No log | 15.5833 | 374 | 0.5555 | 0.5312 | 0.5555 | 0.7453 |
239
- | No log | 15.6667 | 376 | 0.5677 | 0.5087 | 0.5677 | 0.7535 |
240
- | No log | 15.75 | 378 | 0.5554 | 0.5006 | 0.5554 | 0.7453 |
241
- | No log | 15.8333 | 380 | 0.5460 | 0.4958 | 0.5460 | 0.7389 |
242
- | No log | 15.9167 | 382 | 0.5501 | 0.4958 | 0.5501 | 0.7417 |
243
- | No log | 16.0 | 384 | 0.5738 | 0.5200 | 0.5738 | 0.7575 |
244
- | No log | 16.0833 | 386 | 0.6190 | 0.5241 | 0.6190 | 0.7868 |
245
- | No log | 16.1667 | 388 | 0.6635 | 0.5024 | 0.6635 | 0.8146 |
246
- | No log | 16.25 | 390 | 0.6158 | 0.5530 | 0.6158 | 0.7847 |
247
- | No log | 16.3333 | 392 | 0.5838 | 0.5613 | 0.5838 | 0.7641 |
248
- | No log | 16.4167 | 394 | 0.5723 | 0.5637 | 0.5723 | 0.7565 |
249
- | No log | 16.5 | 396 | 0.5716 | 0.5731 | 0.5716 | 0.7560 |
250
- | No log | 16.5833 | 398 | 0.5743 | 0.5565 | 0.5743 | 0.7579 |
251
- | No log | 16.6667 | 400 | 0.5501 | 0.5500 | 0.5501 | 0.7417 |
252
- | No log | 16.75 | 402 | 0.5231 | 0.5316 | 0.5231 | 0.7233 |
253
- | No log | 16.8333 | 404 | 0.5407 | 0.5095 | 0.5407 | 0.7353 |
254
- | No log | 16.9167 | 406 | 0.5324 | 0.5018 | 0.5324 | 0.7296 |
255
- | No log | 17.0 | 408 | 0.5155 | 0.4955 | 0.5155 | 0.7180 |
256
- | No log | 17.0833 | 410 | 0.5358 | 0.5428 | 0.5358 | 0.7320 |
257
- | No log | 17.1667 | 412 | 0.5702 | 0.5763 | 0.5702 | 0.7551 |
258
- | No log | 17.25 | 414 | 0.5666 | 0.5522 | 0.5666 | 0.7527 |
259
- | No log | 17.3333 | 416 | 0.5555 | 0.5492 | 0.5555 | 0.7453 |
260
- | No log | 17.4167 | 418 | 0.5714 | 0.5561 | 0.5714 | 0.7559 |
261
- | No log | 17.5 | 420 | 0.5861 | 0.53 | 0.5861 | 0.7656 |
262
- | No log | 17.5833 | 422 | 0.6456 | 0.5306 | 0.6456 | 0.8035 |
263
- | No log | 17.6667 | 424 | 0.7778 | 0.4863 | 0.7778 | 0.8819 |
264
- | No log | 17.75 | 426 | 0.8152 | 0.4912 | 0.8152 | 0.9029 |
265
- | No log | 17.8333 | 428 | 0.7436 | 0.4989 | 0.7436 | 0.8624 |
266
- | No log | 17.9167 | 430 | 0.6497 | 0.5898 | 0.6497 | 0.8060 |
267
- | No log | 18.0 | 432 | 0.6020 | 0.5409 | 0.6020 | 0.7759 |
268
- | No log | 18.0833 | 434 | 0.5844 | 0.5263 | 0.5844 | 0.7645 |
269
- | No log | 18.1667 | 436 | 0.5875 | 0.5017 | 0.5875 | 0.7665 |
270
- | No log | 18.25 | 438 | 0.5823 | 0.5516 | 0.5823 | 0.7631 |
271
- | No log | 18.3333 | 440 | 0.5704 | 0.5403 | 0.5704 | 0.7553 |
272
- | No log | 18.4167 | 442 | 0.5808 | 0.5867 | 0.5808 | 0.7621 |
273
- | No log | 18.5 | 444 | 0.5687 | 0.6046 | 0.5687 | 0.7541 |
274
- | No log | 18.5833 | 446 | 0.5493 | 0.5852 | 0.5493 | 0.7412 |
275
- | No log | 18.6667 | 448 | 0.5764 | 0.5452 | 0.5764 | 0.7592 |
276
- | No log | 18.75 | 450 | 0.6407 | 0.4970 | 0.6407 | 0.8004 |
277
- | No log | 18.8333 | 452 | 0.6551 | 0.4970 | 0.6551 | 0.8094 |
278
- | No log | 18.9167 | 454 | 0.5991 | 0.5369 | 0.5991 | 0.7740 |
279
- | No log | 19.0 | 456 | 0.5374 | 0.5696 | 0.5374 | 0.7331 |
280
- | No log | 19.0833 | 458 | 0.5444 | 0.5823 | 0.5444 | 0.7378 |
281
- | No log | 19.1667 | 460 | 0.5452 | 0.5801 | 0.5452 | 0.7384 |
282
- | No log | 19.25 | 462 | 0.5846 | 0.5646 | 0.5846 | 0.7646 |
283
- | No log | 19.3333 | 464 | 0.6659 | 0.4903 | 0.6659 | 0.8160 |
284
- | No log | 19.4167 | 466 | 0.6531 | 0.4914 | 0.6531 | 0.8081 |
285
- | No log | 19.5 | 468 | 0.5802 | 0.6046 | 0.5802 | 0.7617 |
286
- | No log | 19.5833 | 470 | 0.5230 | 0.5717 | 0.5230 | 0.7232 |
287
- | No log | 19.6667 | 472 | 0.5279 | 0.5534 | 0.5279 | 0.7265 |
288
- | No log | 19.75 | 474 | 0.5288 | 0.5709 | 0.5288 | 0.7272 |
289
- | No log | 19.8333 | 476 | 0.5111 | 0.5296 | 0.5111 | 0.7149 |
290
- | No log | 19.9167 | 478 | 0.5170 | 0.5567 | 0.5170 | 0.7190 |
291
- | No log | 20.0 | 480 | 0.5750 | 0.5780 | 0.5750 | 0.7583 |
292
- | No log | 20.0833 | 482 | 0.6160 | 0.5611 | 0.6160 | 0.7849 |
293
- | No log | 20.1667 | 484 | 0.5914 | 0.5736 | 0.5914 | 0.7690 |
294
- | No log | 20.25 | 486 | 0.5423 | 0.5640 | 0.5423 | 0.7364 |
295
- | No log | 20.3333 | 488 | 0.5176 | 0.5434 | 0.5176 | 0.7194 |
296
- | No log | 20.4167 | 490 | 0.5454 | 0.5853 | 0.5454 | 0.7385 |
297
- | No log | 20.5 | 492 | 0.5752 | 0.5734 | 0.5752 | 0.7584 |
298
- | No log | 20.5833 | 494 | 0.5577 | 0.5946 | 0.5577 | 0.7468 |
299
- | No log | 20.6667 | 496 | 0.5513 | 0.5421 | 0.5513 | 0.7425 |
300
- | No log | 20.75 | 498 | 0.5901 | 0.5800 | 0.5901 | 0.7682 |
301
- | 0.4318 | 20.8333 | 500 | 0.6190 | 0.5467 | 0.6190 | 0.7868 |
302
- | 0.4318 | 20.9167 | 502 | 0.5812 | 0.5736 | 0.5812 | 0.7624 |
303
- | 0.4318 | 21.0 | 504 | 0.5404 | 0.5758 | 0.5404 | 0.7351 |
304
- | 0.4318 | 21.0833 | 506 | 0.5119 | 0.5461 | 0.5119 | 0.7155 |
305
- | 0.4318 | 21.1667 | 508 | 0.4952 | 0.5395 | 0.4952 | 0.7037 |
306
- | 0.4318 | 21.25 | 510 | 0.4988 | 0.5484 | 0.4988 | 0.7062 |
307
- | 0.4318 | 21.3333 | 512 | 0.5037 | 0.5970 | 0.5037 | 0.7097 |
308
- | 0.4318 | 21.4167 | 514 | 0.5218 | 0.5587 | 0.5218 | 0.7223 |
309
- | 0.4318 | 21.5 | 516 | 0.5399 | 0.6163 | 0.5399 | 0.7348 |
310
- | 0.4318 | 21.5833 | 518 | 0.5478 | 0.5894 | 0.5478 | 0.7401 |
311
- | 0.4318 | 21.6667 | 520 | 0.5691 | 0.5574 | 0.5691 | 0.7544 |
312
- | 0.4318 | 21.75 | 522 | 0.5927 | 0.5822 | 0.5927 | 0.7699 |
313
- | 0.4318 | 21.8333 | 524 | 0.5617 | 0.5649 | 0.5617 | 0.7495 |
314
- | 0.4318 | 21.9167 | 526 | 0.5343 | 0.5697 | 0.5343 | 0.7310 |
315
- | 0.4318 | 22.0 | 528 | 0.5411 | 0.5471 | 0.5411 | 0.7356 |
316
- | 0.4318 | 22.0833 | 530 | 0.5918 | 0.5654 | 0.5918 | 0.7693 |
317
- | 0.4318 | 22.1667 | 532 | 0.6200 | 0.5565 | 0.6200 | 0.7874 |
318
- | 0.4318 | 22.25 | 534 | 0.5889 | 0.5140 | 0.5889 | 0.7674 |
319
- | 0.4318 | 22.3333 | 536 | 0.5479 | 0.5337 | 0.5479 | 0.7402 |
320
- | 0.4318 | 22.4167 | 538 | 0.5220 | 0.5331 | 0.5220 | 0.7225 |
321
- | 0.4318 | 22.5 | 540 | 0.5131 | 0.5453 | 0.5131 | 0.7163 |
322
- | 0.4318 | 22.5833 | 542 | 0.5126 | 0.5337 | 0.5126 | 0.7160 |
323
 
324
 
325
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6308
19
+ - Qwk: 0.4938
20
+ - Mse: 0.6308
21
+ - Rmse: 0.7942
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0714 | 2 | 4.3508 | -0.0169 | 4.3508 | 2.0859 |
53
+ | No log | 0.1429 | 4 | 3.0144 | 0.0376 | 3.0144 | 1.7362 |
54
+ | No log | 0.2143 | 6 | 1.4275 | 0.0784 | 1.4275 | 1.1948 |
55
+ | No log | 0.2857 | 8 | 1.0490 | -0.0310 | 1.0490 | 1.0242 |
56
+ | No log | 0.3571 | 10 | 0.9262 | 0.0021 | 0.9262 | 0.9624 |
57
+ | No log | 0.4286 | 12 | 0.8643 | 0.1008 | 0.8643 | 0.9297 |
58
+ | No log | 0.5 | 14 | 0.8433 | 0.0655 | 0.8433 | 0.9183 |
59
+ | No log | 0.5714 | 16 | 0.8327 | 0.0726 | 0.8327 | 0.9125 |
60
+ | No log | 0.6429 | 18 | 0.8394 | 0.2124 | 0.8394 | 0.9162 |
61
+ | No log | 0.7143 | 20 | 1.1790 | -0.0226 | 1.1790 | 1.0858 |
62
+ | No log | 0.7857 | 22 | 1.1387 | -0.0014 | 1.1387 | 1.0671 |
63
+ | No log | 0.8571 | 24 | 0.9481 | 0.0011 | 0.9481 | 0.9737 |
64
+ | No log | 0.9286 | 26 | 0.8794 | 0.1898 | 0.8794 | 0.9378 |
65
+ | No log | 1.0 | 28 | 0.8852 | 0.1655 | 0.8852 | 0.9408 |
66
+ | No log | 1.0714 | 30 | 0.8513 | 0.2072 | 0.8513 | 0.9227 |
67
+ | No log | 1.1429 | 32 | 0.8184 | 0.2714 | 0.8184 | 0.9046 |
68
+ | No log | 1.2143 | 34 | 0.8513 | 0.1785 | 0.8513 | 0.9227 |
69
+ | No log | 1.2857 | 36 | 0.8873 | 0.1301 | 0.8873 | 0.9420 |
70
+ | No log | 1.3571 | 38 | 1.1442 | 0.1082 | 1.1442 | 1.0697 |
71
+ | No log | 1.4286 | 40 | 1.2651 | 0.1354 | 1.2651 | 1.1248 |
72
+ | No log | 1.5 | 42 | 0.9872 | 0.2271 | 0.9872 | 0.9936 |
73
+ | No log | 1.5714 | 44 | 0.6930 | 0.3452 | 0.6930 | 0.8325 |
74
+ | No log | 1.6429 | 46 | 0.6779 | 0.3662 | 0.6779 | 0.8233 |
75
+ | No log | 1.7143 | 48 | 0.6465 | 0.3865 | 0.6465 | 0.8040 |
76
+ | No log | 1.7857 | 50 | 0.6194 | 0.3855 | 0.6194 | 0.7870 |
77
+ | No log | 1.8571 | 52 | 0.7186 | 0.3840 | 0.7186 | 0.8477 |
78
+ | No log | 1.9286 | 54 | 0.6603 | 0.3631 | 0.6603 | 0.8126 |
79
+ | No log | 2.0 | 56 | 0.5901 | 0.4074 | 0.5901 | 0.7682 |
80
+ | No log | 2.0714 | 58 | 0.6159 | 0.4431 | 0.6159 | 0.7848 |
81
+ | No log | 2.1429 | 60 | 0.5979 | 0.4235 | 0.5979 | 0.7733 |
82
+ | No log | 2.2143 | 62 | 0.5915 | 0.4601 | 0.5915 | 0.7691 |
83
+ | No log | 2.2857 | 64 | 0.6742 | 0.4274 | 0.6742 | 0.8211 |
84
+ | No log | 2.3571 | 66 | 0.7193 | 0.4455 | 0.7193 | 0.8481 |
85
+ | No log | 2.4286 | 68 | 0.5928 | 0.4649 | 0.5928 | 0.7699 |
86
+ | No log | 2.5 | 70 | 0.7138 | 0.3915 | 0.7138 | 0.8449 |
87
+ | No log | 2.5714 | 72 | 0.6915 | 0.3850 | 0.6915 | 0.8316 |
88
+ | No log | 2.6429 | 74 | 0.6146 | 0.3818 | 0.6146 | 0.7840 |
89
+ | No log | 2.7143 | 76 | 0.7550 | 0.3769 | 0.7550 | 0.8689 |
90
+ | No log | 2.7857 | 78 | 0.8667 | 0.3638 | 0.8667 | 0.9309 |
91
+ | No log | 2.8571 | 80 | 0.7763 | 0.3681 | 0.7763 | 0.8811 |
92
+ | No log | 2.9286 | 82 | 0.6221 | 0.4650 | 0.6221 | 0.7888 |
93
+ | No log | 3.0 | 84 | 0.6019 | 0.5422 | 0.6019 | 0.7758 |
94
+ | No log | 3.0714 | 86 | 0.6058 | 0.5105 | 0.6058 | 0.7784 |
95
+ | No log | 3.1429 | 88 | 0.6264 | 0.4979 | 0.6264 | 0.7915 |
96
+ | No log | 3.2143 | 90 | 0.6674 | 0.4806 | 0.6674 | 0.8170 |
97
+ | No log | 3.2857 | 92 | 0.8318 | 0.4604 | 0.8318 | 0.9120 |
98
+ | No log | 3.3571 | 94 | 0.6986 | 0.5025 | 0.6986 | 0.8358 |
99
+ | No log | 3.4286 | 96 | 0.6057 | 0.5593 | 0.6057 | 0.7783 |
100
+ | No log | 3.5 | 98 | 0.6590 | 0.4898 | 0.6590 | 0.8118 |
101
+ | No log | 3.5714 | 100 | 0.6523 | 0.4353 | 0.6523 | 0.8077 |
102
+ | No log | 3.6429 | 102 | 0.6477 | 0.4390 | 0.6477 | 0.8048 |
103
+ | No log | 3.7143 | 104 | 0.5979 | 0.5079 | 0.5979 | 0.7733 |
104
+ | No log | 3.7857 | 106 | 0.6442 | 0.4341 | 0.6442 | 0.8026 |
105
+ | No log | 3.8571 | 108 | 0.7339 | 0.4488 | 0.7339 | 0.8567 |
106
+ | No log | 3.9286 | 110 | 0.9763 | 0.3684 | 0.9763 | 0.9881 |
107
+ | No log | 4.0 | 112 | 0.7572 | 0.4543 | 0.7572 | 0.8702 |
108
+ | No log | 4.0714 | 114 | 0.6089 | 0.5216 | 0.6089 | 0.7803 |
109
+ | No log | 4.1429 | 116 | 0.6109 | 0.5276 | 0.6109 | 0.7816 |
110
+ | No log | 4.2143 | 118 | 0.6321 | 0.5513 | 0.6321 | 0.7951 |
111
+ | No log | 4.2857 | 120 | 0.6610 | 0.5208 | 0.6610 | 0.8130 |
112
+ | No log | 4.3571 | 122 | 0.6937 | 0.5151 | 0.6937 | 0.8329 |
113
+ | No log | 4.4286 | 124 | 0.7016 | 0.5135 | 0.7016 | 0.8376 |
114
+ | No log | 4.5 | 126 | 0.7004 | 0.5186 | 0.7004 | 0.8369 |
115
+ | No log | 4.5714 | 128 | 0.6984 | 0.5231 | 0.6984 | 0.8357 |
116
+ | No log | 4.6429 | 130 | 0.8647 | 0.3797 | 0.8647 | 0.9299 |
117
+ | No log | 4.7143 | 132 | 0.7477 | 0.4798 | 0.7477 | 0.8647 |
118
+ | No log | 4.7857 | 134 | 0.6257 | 0.4930 | 0.6257 | 0.7910 |
119
+ | No log | 4.8571 | 136 | 0.6951 | 0.4687 | 0.6951 | 0.8337 |
120
+ | No log | 4.9286 | 138 | 0.6505 | 0.5199 | 0.6505 | 0.8065 |
121
+ | No log | 5.0 | 140 | 0.6424 | 0.5075 | 0.6424 | 0.8015 |
122
+ | No log | 5.0714 | 142 | 0.6550 | 0.4886 | 0.6550 | 0.8093 |
123
+ | No log | 5.1429 | 144 | 0.6461 | 0.4891 | 0.6461 | 0.8038 |
124
+ | No log | 5.2143 | 146 | 0.6384 | 0.5909 | 0.6384 | 0.7990 |
125
+ | No log | 5.2857 | 148 | 0.6332 | 0.5219 | 0.6332 | 0.7957 |
126
+ | No log | 5.3571 | 150 | 0.6291 | 0.5727 | 0.6291 | 0.7932 |
127
+ | No log | 5.4286 | 152 | 0.6333 | 0.5642 | 0.6333 | 0.7958 |
128
+ | No log | 5.5 | 154 | 0.6063 | 0.4837 | 0.6063 | 0.7787 |
129
+ | No log | 5.5714 | 156 | 0.6456 | 0.4610 | 0.6456 | 0.8035 |
130
+ | No log | 5.6429 | 158 | 0.6533 | 0.3762 | 0.6533 | 0.8083 |
131
+ | No log | 5.7143 | 160 | 0.6067 | 0.4434 | 0.6067 | 0.7789 |
132
+ | No log | 5.7857 | 162 | 0.5930 | 0.5276 | 0.5930 | 0.7701 |
133
+ | No log | 5.8571 | 164 | 0.6147 | 0.5880 | 0.6147 | 0.7840 |
134
+ | No log | 5.9286 | 166 | 0.6456 | 0.5531 | 0.6456 | 0.8035 |
135
+ | No log | 6.0 | 168 | 0.6587 | 0.5645 | 0.6587 | 0.8116 |
136
+ | No log | 6.0714 | 170 | 0.6764 | 0.5430 | 0.6764 | 0.8224 |
137
+ | No log | 6.1429 | 172 | 0.6546 | 0.5574 | 0.6546 | 0.8090 |
138
+ | No log | 6.2143 | 174 | 0.6438 | 0.5651 | 0.6438 | 0.8024 |
139
+ | No log | 6.2857 | 176 | 0.6261 | 0.5790 | 0.6261 | 0.7912 |
140
+ | No log | 6.3571 | 178 | 0.6107 | 0.4930 | 0.6107 | 0.7814 |
141
+ | No log | 6.4286 | 180 | 0.6009 | 0.4465 | 0.6009 | 0.7752 |
142
+ | No log | 6.5 | 182 | 0.5889 | 0.4888 | 0.5889 | 0.7674 |
143
+ | No log | 6.5714 | 184 | 0.5775 | 0.5835 | 0.5775 | 0.7599 |
144
+ | No log | 6.6429 | 186 | 0.5831 | 0.5902 | 0.5831 | 0.7636 |
145
+ | No log | 6.7143 | 188 | 0.6257 | 0.5839 | 0.6257 | 0.7910 |
146
+ | No log | 6.7857 | 190 | 0.6420 | 0.5823 | 0.6420 | 0.8013 |
147
+ | No log | 6.8571 | 192 | 0.7948 | 0.4467 | 0.7948 | 0.8915 |
148
+ | No log | 6.9286 | 194 | 0.8845 | 0.4052 | 0.8845 | 0.9405 |
149
+ | No log | 7.0 | 196 | 0.8641 | 0.3904 | 0.8641 | 0.9296 |
150
+ | No log | 7.0714 | 198 | 0.9385 | 0.3617 | 0.9385 | 0.9688 |
151
+ | No log | 7.1429 | 200 | 0.9563 | 0.3666 | 0.9563 | 0.9779 |
152
+ | No log | 7.2143 | 202 | 0.7677 | 0.4415 | 0.7677 | 0.8762 |
153
+ | No log | 7.2857 | 204 | 0.7215 | 0.4667 | 0.7215 | 0.8494 |
154
+ | No log | 7.3571 | 206 | 0.7753 | 0.4887 | 0.7753 | 0.8805 |
155
+ | No log | 7.4286 | 208 | 0.7221 | 0.4623 | 0.7221 | 0.8498 |
156
+ | No log | 7.5 | 210 | 0.7492 | 0.4771 | 0.7492 | 0.8655 |
157
+ | No log | 7.5714 | 212 | 0.7824 | 0.4012 | 0.7824 | 0.8846 |
158
+ | No log | 7.6429 | 214 | 0.7691 | 0.4225 | 0.7691 | 0.8770 |
159
+ | No log | 7.7143 | 216 | 0.6476 | 0.5386 | 0.6476 | 0.8047 |
160
+ | No log | 7.7857 | 218 | 0.6304 | 0.6055 | 0.6304 | 0.7940 |
161
+ | No log | 7.8571 | 220 | 0.6317 | 0.5730 | 0.6317 | 0.7948 |
162
+ | No log | 7.9286 | 222 | 0.6221 | 0.5790 | 0.6221 | 0.7887 |
163
+ | No log | 8.0 | 224 | 0.6152 | 0.6010 | 0.6152 | 0.7843 |
164
+ | No log | 8.0714 | 226 | 0.6132 | 0.5924 | 0.6132 | 0.7830 |
165
+ | No log | 8.1429 | 228 | 0.6403 | 0.5042 | 0.6403 | 0.8002 |
166
+ | No log | 8.2143 | 230 | 0.6364 | 0.5507 | 0.6364 | 0.7978 |
167
+ | No log | 8.2857 | 232 | 0.6480 | 0.6006 | 0.6480 | 0.8050 |
168
+ | No log | 8.3571 | 234 | 0.7961 | 0.4113 | 0.7961 | 0.8922 |
169
+ | No log | 8.4286 | 236 | 0.7349 | 0.4233 | 0.7349 | 0.8573 |
170
+ | No log | 8.5 | 238 | 0.6041 | 0.6086 | 0.6041 | 0.7772 |
171
+ | No log | 8.5714 | 240 | 0.6599 | 0.4503 | 0.6599 | 0.8123 |
172
+ | No log | 8.6429 | 242 | 0.6617 | 0.4717 | 0.6617 | 0.8134 |
173
+ | No log | 8.7143 | 244 | 0.6068 | 0.5823 | 0.6068 | 0.7790 |
174
+ | No log | 8.7857 | 246 | 0.6084 | 0.6274 | 0.6084 | 0.7800 |
175
+ | No log | 8.8571 | 248 | 0.6081 | 0.5922 | 0.6081 | 0.7798 |
176
+ | No log | 8.9286 | 250 | 0.6185 | 0.5979 | 0.6185 | 0.7864 |
177
+ | No log | 9.0 | 252 | 0.6531 | 0.5433 | 0.6531 | 0.8081 |
178
+ | No log | 9.0714 | 254 | 0.6306 | 0.5779 | 0.6306 | 0.7941 |
179
+ | No log | 9.1429 | 256 | 0.5789 | 0.6184 | 0.5789 | 0.7609 |
180
+ | No log | 9.2143 | 258 | 0.5612 | 0.5468 | 0.5612 | 0.7491 |
181
+ | No log | 9.2857 | 260 | 0.5579 | 0.5648 | 0.5579 | 0.7469 |
182
+ | No log | 9.3571 | 262 | 0.5892 | 0.5786 | 0.5892 | 0.7676 |
183
+ | No log | 9.4286 | 264 | 0.6987 | 0.4994 | 0.6987 | 0.8359 |
184
+ | No log | 9.5 | 266 | 0.6823 | 0.5377 | 0.6823 | 0.8260 |
185
+ | No log | 9.5714 | 268 | 0.6092 | 0.6101 | 0.6092 | 0.7805 |
186
+ | No log | 9.6429 | 270 | 0.5996 | 0.6066 | 0.5996 | 0.7743 |
187
+ | No log | 9.7143 | 272 | 0.5741 | 0.6065 | 0.5741 | 0.7577 |
188
+ | No log | 9.7857 | 274 | 0.5708 | 0.5841 | 0.5708 | 0.7555 |
189
+ | No log | 9.8571 | 276 | 0.5793 | 0.6308 | 0.5793 | 0.7611 |
190
+ | No log | 9.9286 | 278 | 0.6080 | 0.5982 | 0.6080 | 0.7797 |
191
+ | No log | 10.0 | 280 | 0.6074 | 0.6006 | 0.6074 | 0.7794 |
192
+ | No log | 10.0714 | 282 | 0.5988 | 0.6354 | 0.5988 | 0.7738 |
193
+ | No log | 10.1429 | 284 | 0.6082 | 0.6098 | 0.6082 | 0.7799 |
194
+ | No log | 10.2143 | 286 | 0.6394 | 0.5387 | 0.6394 | 0.7996 |
195
+ | No log | 10.2857 | 288 | 0.6898 | 0.5109 | 0.6898 | 0.8306 |
196
+ | No log | 10.3571 | 290 | 0.5975 | 0.5234 | 0.5975 | 0.7730 |
197
+ | No log | 10.4286 | 292 | 0.5911 | 0.5685 | 0.5911 | 0.7688 |
198
+ | No log | 10.5 | 294 | 0.5969 | 0.5602 | 0.5969 | 0.7726 |
199
+ | No log | 10.5714 | 296 | 0.5736 | 0.5667 | 0.5736 | 0.7573 |
200
+ | No log | 10.6429 | 298 | 0.5980 | 0.5579 | 0.5980 | 0.7733 |
201
+ | No log | 10.7143 | 300 | 0.6000 | 0.5495 | 0.6000 | 0.7746 |
202
+ | No log | 10.7857 | 302 | 0.6059 | 0.5725 | 0.6059 | 0.7784 |
203
+ | No log | 10.8571 | 304 | 0.6033 | 0.5356 | 0.6033 | 0.7767 |
204
+ | No log | 10.9286 | 306 | 0.6242 | 0.5035 | 0.6242 | 0.7901 |
205
+ | No log | 11.0 | 308 | 0.6215 | 0.5810 | 0.6215 | 0.7884 |
206
+ | No log | 11.0714 | 310 | 0.6348 | 0.5387 | 0.6348 | 0.7967 |
207
+ | No log | 11.1429 | 312 | 0.6691 | 0.4939 | 0.6691 | 0.8180 |
208
+ | No log | 11.2143 | 314 | 0.6699 | 0.5076 | 0.6699 | 0.8185 |
209
+ | No log | 11.2857 | 316 | 0.5751 | 0.6148 | 0.5751 | 0.7584 |
210
+ | No log | 11.3571 | 318 | 0.5733 | 0.4948 | 0.5733 | 0.7572 |
211
+ | No log | 11.4286 | 320 | 0.6005 | 0.5155 | 0.6005 | 0.7749 |
212
+ | No log | 11.5 | 322 | 0.5786 | 0.6413 | 0.5786 | 0.7606 |
213
+ | No log | 11.5714 | 324 | 0.5836 | 0.6588 | 0.5836 | 0.7640 |
214
+ | No log | 11.6429 | 326 | 0.5927 | 0.6612 | 0.5927 | 0.7699 |
215
+ | No log | 11.7143 | 328 | 0.6451 | 0.4959 | 0.6451 | 0.8032 |
216
+ | No log | 11.7857 | 330 | 0.7067 | 0.4346 | 0.7067 | 0.8407 |
217
+ | No log | 11.8571 | 332 | 0.6701 | 0.4564 | 0.6701 | 0.8186 |
218
+ | No log | 11.9286 | 334 | 0.5992 | 0.5230 | 0.5992 | 0.7741 |
219
+ | No log | 12.0 | 336 | 0.5811 | 0.5902 | 0.5811 | 0.7623 |
220
+ | No log | 12.0714 | 338 | 0.5982 | 0.5230 | 0.5982 | 0.7734 |
221
+ | No log | 12.1429 | 340 | 0.5581 | 0.5780 | 0.5581 | 0.7471 |
222
+ | No log | 12.2143 | 342 | 0.5685 | 0.5501 | 0.5685 | 0.7540 |
223
+ | No log | 12.2857 | 344 | 0.6233 | 0.4819 | 0.6233 | 0.7895 |
224
+ | No log | 12.3571 | 346 | 0.5989 | 0.5263 | 0.5989 | 0.7739 |
225
+ | No log | 12.4286 | 348 | 0.5698 | 0.5956 | 0.5698 | 0.7548 |
226
+ | No log | 12.5 | 350 | 0.5921 | 0.5785 | 0.5921 | 0.7695 |
227
+ | No log | 12.5714 | 352 | 0.5780 | 0.5813 | 0.5780 | 0.7603 |
228
+ | No log | 12.6429 | 354 | 0.5709 | 0.5779 | 0.5709 | 0.7556 |
229
+ | No log | 12.7143 | 356 | 0.5858 | 0.5004 | 0.5858 | 0.7654 |
230
+ | No log | 12.7857 | 358 | 0.5840 | 0.5266 | 0.5840 | 0.7642 |
231
+ | No log | 12.8571 | 360 | 0.5502 | 0.6112 | 0.5502 | 0.7417 |
232
+ | No log | 12.9286 | 362 | 0.5759 | 0.5680 | 0.5759 | 0.7589 |
233
+ | No log | 13.0 | 364 | 0.5683 | 0.6010 | 0.5683 | 0.7539 |
234
+ | No log | 13.0714 | 366 | 0.5542 | 0.5903 | 0.5542 | 0.7445 |
235
+ | No log | 13.1429 | 368 | 0.5696 | 0.5548 | 0.5696 | 0.7547 |
236
+ | No log | 13.2143 | 370 | 0.5668 | 0.5725 | 0.5668 | 0.7528 |
237
+ | No log | 13.2857 | 372 | 0.5591 | 0.6260 | 0.5591 | 0.7477 |
238
+ | No log | 13.3571 | 374 | 0.5656 | 0.5905 | 0.5656 | 0.7521 |
239
+ | No log | 13.4286 | 376 | 0.5640 | 0.5963 | 0.5640 | 0.7510 |
240
+ | No log | 13.5 | 378 | 0.5446 | 0.5991 | 0.5446 | 0.7379 |
241
+ | No log | 13.5714 | 380 | 0.5355 | 0.5914 | 0.5355 | 0.7318 |
242
+ | No log | 13.6429 | 382 | 0.5299 | 0.6153 | 0.5299 | 0.7279 |
243
+ | No log | 13.7143 | 384 | 0.5368 | 0.5851 | 0.5368 | 0.7327 |
244
+ | No log | 13.7857 | 386 | 0.5306 | 0.6065 | 0.5306 | 0.7284 |
245
+ | No log | 13.8571 | 388 | 0.5506 | 0.5880 | 0.5506 | 0.7420 |
246
+ | No log | 13.9286 | 390 | 0.5576 | 0.5880 | 0.5576 | 0.7467 |
247
+ | No log | 14.0 | 392 | 0.5357 | 0.5762 | 0.5357 | 0.7319 |
248
+ | No log | 14.0714 | 394 | 0.5360 | 0.5401 | 0.5360 | 0.7321 |
249
+ | No log | 14.1429 | 396 | 0.5657 | 0.5550 | 0.5657 | 0.7521 |
250
+ | No log | 14.2143 | 398 | 0.6543 | 0.5277 | 0.6543 | 0.8089 |
251
+ | No log | 14.2857 | 400 | 0.6531 | 0.5452 | 0.6531 | 0.8081 |
252
+ | No log | 14.3571 | 402 | 0.5617 | 0.6234 | 0.5617 | 0.7495 |
253
+ | No log | 14.4286 | 404 | 0.5399 | 0.6219 | 0.5399 | 0.7348 |
254
+ | No log | 14.5 | 406 | 0.5343 | 0.5895 | 0.5343 | 0.7310 |
255
+ | No log | 14.5714 | 408 | 0.5396 | 0.4697 | 0.5396 | 0.7346 |
256
+ | No log | 14.6429 | 410 | 0.5705 | 0.5039 | 0.5705 | 0.7553 |
257
+ | No log | 14.7143 | 412 | 0.5401 | 0.4933 | 0.5401 | 0.7349 |
258
+ | No log | 14.7857 | 414 | 0.5227 | 0.5155 | 0.5227 | 0.7230 |
259
+ | No log | 14.8571 | 416 | 0.5423 | 0.5732 | 0.5423 | 0.7364 |
260
+ | No log | 14.9286 | 418 | 0.5373 | 0.5982 | 0.5373 | 0.7330 |
261
+ | No log | 15.0 | 420 | 0.5375 | 0.5913 | 0.5375 | 0.7331 |
262
+ | No log | 15.0714 | 422 | 0.6176 | 0.4792 | 0.6176 | 0.7858 |
263
+ | No log | 15.1429 | 424 | 0.6670 | 0.4970 | 0.6670 | 0.8167 |
264
+ | No log | 15.2143 | 426 | 0.5860 | 0.4797 | 0.5860 | 0.7655 |
265
+ | No log | 15.2857 | 428 | 0.5372 | 0.5642 | 0.5372 | 0.7329 |
266
+ | No log | 15.3571 | 430 | 0.5355 | 0.5312 | 0.5355 | 0.7318 |
267
+ | No log | 15.4286 | 432 | 0.5419 | 0.4953 | 0.5419 | 0.7361 |
268
+ | No log | 15.5 | 434 | 0.5432 | 0.5134 | 0.5432 | 0.7370 |
269
+ | No log | 15.5714 | 436 | 0.5337 | 0.5218 | 0.5337 | 0.7305 |
270
+ | No log | 15.6429 | 438 | 0.5481 | 0.4835 | 0.5481 | 0.7403 |
271
+ | No log | 15.7143 | 440 | 0.5489 | 0.4640 | 0.5489 | 0.7409 |
272
+ | No log | 15.7857 | 442 | 0.5236 | 0.5638 | 0.5236 | 0.7236 |
273
+ | No log | 15.8571 | 444 | 0.5315 | 0.6376 | 0.5315 | 0.7291 |
274
+ | No log | 15.9286 | 446 | 0.6302 | 0.5190 | 0.6302 | 0.7939 |
275
+ | No log | 16.0 | 448 | 0.7618 | 0.5121 | 0.7618 | 0.8728 |
276
+ | No log | 16.0714 | 450 | 0.7692 | 0.5017 | 0.7692 | 0.8770 |
277
+ | No log | 16.1429 | 452 | 0.6521 | 0.5459 | 0.6521 | 0.8075 |
278
+ | No log | 16.2143 | 454 | 0.5934 | 0.5542 | 0.5934 | 0.7703 |
279
+ | No log | 16.2857 | 456 | 0.6025 | 0.5367 | 0.6025 | 0.7762 |
280
+ | No log | 16.3571 | 458 | 0.6399 | 0.5075 | 0.6399 | 0.7999 |
281
+ | No log | 16.4286 | 460 | 0.6323 | 0.5274 | 0.6323 | 0.7952 |
282
+ | No log | 16.5 | 462 | 0.6079 | 0.5698 | 0.6079 | 0.7797 |
283
+ | No log | 16.5714 | 464 | 0.5611 | 0.5985 | 0.5611 | 0.7491 |
284
+ | No log | 16.6429 | 466 | 0.5510 | 0.5905 | 0.5510 | 0.7423 |
285
+ | No log | 16.7143 | 468 | 0.5455 | 0.5866 | 0.5455 | 0.7386 |
286
+ | No log | 16.7857 | 470 | 0.5380 | 0.5891 | 0.5380 | 0.7335 |
287
+ | No log | 16.8571 | 472 | 0.5395 | 0.5973 | 0.5395 | 0.7345 |
288
+ | No log | 16.9286 | 474 | 0.5552 | 0.5880 | 0.5552 | 0.7451 |
289
+ | No log | 17.0 | 476 | 0.6037 | 0.5257 | 0.6037 | 0.7770 |
290
+ | No log | 17.0714 | 478 | 0.5882 | 0.5699 | 0.5882 | 0.7670 |
291
+ | No log | 17.1429 | 480 | 0.5384 | 0.5803 | 0.5384 | 0.7337 |
292
+ | No log | 17.2143 | 482 | 0.5426 | 0.5642 | 0.5426 | 0.7366 |
293
+ | No log | 17.2857 | 484 | 0.5432 | 0.6090 | 0.5432 | 0.7370 |
294
+ | No log | 17.3571 | 486 | 0.5435 | 0.6464 | 0.5435 | 0.7372 |
295
+ | No log | 17.4286 | 488 | 0.5433 | 0.5762 | 0.5433 | 0.7371 |
296
+ | No log | 17.5 | 490 | 0.5425 | 0.5846 | 0.5425 | 0.7366 |
297
+ | No log | 17.5714 | 492 | 0.5421 | 0.5762 | 0.5421 | 0.7363 |
298
+ | No log | 17.6429 | 494 | 0.5450 | 0.5972 | 0.5450 | 0.7382 |
299
+ | No log | 17.7143 | 496 | 0.5531 | 0.5871 | 0.5531 | 0.7437 |
300
+ | No log | 17.7857 | 498 | 0.5322 | 0.5767 | 0.5322 | 0.7295 |
301
+ | 0.3362 | 17.8571 | 500 | 0.5388 | 0.5643 | 0.5388 | 0.7340 |
302
+ | 0.3362 | 17.9286 | 502 | 0.5653 | 0.5065 | 0.5653 | 0.7519 |
303
+ | 0.3362 | 18.0 | 504 | 0.5536 | 0.5377 | 0.5536 | 0.7441 |
304
+ | 0.3362 | 18.0714 | 506 | 0.5311 | 0.5823 | 0.5311 | 0.7288 |
305
+ | 0.3362 | 18.1429 | 508 | 0.5650 | 0.6028 | 0.5650 | 0.7517 |
306
+ | 0.3362 | 18.2143 | 510 | 0.5749 | 0.6229 | 0.5749 | 0.7582 |
307
+ | 0.3362 | 18.2857 | 512 | 0.5719 | 0.5732 | 0.5719 | 0.7563 |
308
+ | 0.3362 | 18.3571 | 514 | 0.6005 | 0.5784 | 0.6005 | 0.7749 |
309
+ | 0.3362 | 18.4286 | 516 | 0.6296 | 0.5702 | 0.6296 | 0.7935 |
310
+ | 0.3362 | 18.5 | 518 | 0.6355 | 0.5624 | 0.6355 | 0.7972 |
311
+ | 0.3362 | 18.5714 | 520 | 0.5843 | 0.5632 | 0.5843 | 0.7644 |
312
+ | 0.3362 | 18.6429 | 522 | 0.5840 | 0.5398 | 0.5840 | 0.7642 |
313
+ | 0.3362 | 18.7143 | 524 | 0.6036 | 0.5578 | 0.6036 | 0.7769 |
314
+ | 0.3362 | 18.7857 | 526 | 0.6529 | 0.6036 | 0.6529 | 0.8080 |
315
+ | 0.3362 | 18.8571 | 528 | 0.6988 | 0.5546 | 0.6988 | 0.8359 |
316
+ | 0.3362 | 18.9286 | 530 | 0.6710 | 0.5546 | 0.6710 | 0.8191 |
317
+ | 0.3362 | 19.0 | 532 | 0.6343 | 0.5080 | 0.6343 | 0.7964 |
318
+ | 0.3362 | 19.0714 | 534 | 0.6129 | 0.4993 | 0.6129 | 0.7829 |
319
+ | 0.3362 | 19.1429 | 536 | 0.6308 | 0.4938 | 0.6308 | 0.7942 |
 
 
 
320
 
321
 
322
  ### Framework versions