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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k9_task3_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_k8_task3_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_k8_task3_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: 0.9081
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- - Qwk: 0.0670
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- - Mse: 0.9081
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- - Rmse: 0.9529
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  ## Model description
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@@ -49,264 +49,261 @@ 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 | 0.0488 | 2 | 3.8651 | 0.0104 | 3.8651 | 1.9660 |
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- | No log | 0.0976 | 4 | 2.1298 | 0.0213 | 2.1298 | 1.4594 |
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- | No log | 0.1463 | 6 | 1.2484 | 0.0 | 1.2484 | 1.1173 |
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- | No log | 0.1951 | 8 | 1.1012 | -0.0720 | 1.1012 | 1.0494 |
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- | No log | 0.2439 | 10 | 0.7365 | 0.0460 | 0.7365 | 0.8582 |
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- | No log | 0.2927 | 12 | 0.7494 | -0.0101 | 0.7494 | 0.8657 |
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- | No log | 0.3415 | 14 | 0.7442 | -0.0662 | 0.7442 | 0.8627 |
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- | No log | 0.3902 | 16 | 1.0377 | -0.0686 | 1.0377 | 1.0187 |
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- | No log | 0.4390 | 18 | 1.6287 | 0.0172 | 1.6287 | 1.2762 |
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- | No log | 0.4878 | 20 | 1.5361 | 0.0172 | 1.5361 | 1.2394 |
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- | No log | 0.5366 | 22 | 1.0249 | -0.0117 | 1.0249 | 1.0124 |
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- | No log | 0.5854 | 24 | 0.8673 | 0.0486 | 0.8673 | 0.9313 |
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- | No log | 0.6341 | 26 | 0.8726 | 0.1316 | 0.8726 | 0.9341 |
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- | No log | 0.6829 | 28 | 1.2429 | 0.0585 | 1.2429 | 1.1148 |
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- | No log | 0.7317 | 30 | 1.2144 | 0.0852 | 1.2144 | 1.1020 |
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- | No log | 0.7805 | 32 | 1.1029 | 0.0193 | 1.1029 | 1.0502 |
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- | No log | 0.8293 | 34 | 1.1001 | -0.0146 | 1.1001 | 1.0489 |
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- | No log | 0.8780 | 36 | 1.0166 | -0.0746 | 1.0166 | 1.0083 |
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- | No log | 0.9268 | 38 | 0.9808 | -0.0781 | 0.9808 | 0.9904 |
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- | No log | 0.9756 | 40 | 1.0573 | 0.0142 | 1.0573 | 1.0282 |
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- | No log | 1.0244 | 42 | 0.9536 | 0.0042 | 0.9536 | 0.9765 |
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- | No log | 1.0732 | 44 | 0.9885 | 0.0336 | 0.9885 | 0.9942 |
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- | No log | 1.1220 | 46 | 0.8140 | 0.1212 | 0.8140 | 0.9022 |
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- | No log | 1.1707 | 48 | 0.9662 | -0.0927 | 0.9662 | 0.9829 |
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- | No log | 1.2195 | 50 | 0.8738 | 0.0392 | 0.8738 | 0.9348 |
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- | No log | 1.2683 | 52 | 0.7635 | -0.0316 | 0.7635 | 0.8738 |
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- | No log | 1.3171 | 54 | 0.8573 | -0.0355 | 0.8573 | 0.9259 |
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- | No log | 1.3659 | 56 | 0.8222 | -0.0465 | 0.8222 | 0.9068 |
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- | No log | 1.4146 | 58 | 0.9239 | -0.1145 | 0.9239 | 0.9612 |
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- | No log | 1.4634 | 60 | 0.9714 | -0.0497 | 0.9714 | 0.9856 |
82
- | No log | 1.5122 | 62 | 0.9861 | 0.1520 | 0.9861 | 0.9930 |
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- | No log | 1.5610 | 64 | 0.9636 | 0.1468 | 0.9636 | 0.9816 |
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- | No log | 1.6098 | 66 | 0.9731 | 0.1341 | 0.9731 | 0.9865 |
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- | No log | 1.6585 | 68 | 0.9271 | 0.1754 | 0.9271 | 0.9629 |
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- | No log | 1.7073 | 70 | 1.0480 | 0.1012 | 1.0480 | 1.0237 |
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- | No log | 1.7561 | 72 | 0.9559 | 0.1309 | 0.9559 | 0.9777 |
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- | No log | 1.8049 | 74 | 0.8245 | 0.0633 | 0.8245 | 0.9080 |
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- | No log | 1.8537 | 76 | 0.8352 | 0.1471 | 0.8352 | 0.9139 |
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- | No log | 1.9024 | 78 | 1.0849 | 0.1013 | 1.0849 | 1.0416 |
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- | No log | 1.9512 | 80 | 1.1001 | 0.1277 | 1.1001 | 1.0489 |
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- | No log | 2.0 | 82 | 1.0098 | 0.0431 | 1.0098 | 1.0049 |
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- | No log | 2.0488 | 84 | 1.0310 | 0.0906 | 1.0310 | 1.0154 |
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- | No log | 2.0976 | 86 | 1.0700 | 0.1013 | 1.0700 | 1.0344 |
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- | No log | 2.1463 | 88 | 1.0058 | 0.1013 | 1.0058 | 1.0029 |
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- | No log | 2.1951 | 90 | 0.8956 | 0.0822 | 0.8956 | 0.9464 |
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- | No log | 2.2439 | 92 | 0.8002 | 0.0449 | 0.8002 | 0.8945 |
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- | No log | 2.2927 | 94 | 0.7716 | -0.0030 | 0.7716 | 0.8784 |
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- | No log | 2.3415 | 96 | 0.7965 | 0.0978 | 0.7965 | 0.8925 |
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- | No log | 2.3902 | 98 | 0.8653 | 0.0930 | 0.8653 | 0.9302 |
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- | No log | 2.4390 | 100 | 0.9427 | -0.1093 | 0.9427 | 0.9709 |
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- | No log | 2.4878 | 102 | 0.9672 | -0.1501 | 0.9672 | 0.9835 |
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- | No log | 2.5366 | 104 | 0.9495 | -0.0164 | 0.9495 | 0.9744 |
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- | No log | 2.5854 | 106 | 0.9484 | -0.0794 | 0.9484 | 0.9738 |
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- | No log | 2.6341 | 108 | 1.0152 | -0.1119 | 1.0152 | 1.0076 |
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- | No log | 2.6829 | 110 | 0.9707 | 0.0178 | 0.9707 | 0.9852 |
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- | No log | 2.7317 | 112 | 1.2795 | -0.0023 | 1.2795 | 1.1311 |
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- | No log | 2.7805 | 114 | 1.0988 | 0.0083 | 1.0988 | 1.0483 |
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- | No log | 2.8293 | 116 | 1.0719 | 0.0775 | 1.0719 | 1.0353 |
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- | No log | 2.8780 | 118 | 1.0085 | 0.0161 | 1.0085 | 1.0042 |
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- | No log | 2.9268 | 120 | 1.0834 | -0.0595 | 1.0834 | 1.0409 |
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- | No log | 2.9756 | 122 | 1.1516 | 0.0542 | 1.1516 | 1.0731 |
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- | No log | 3.0244 | 124 | 0.8849 | 0.0998 | 0.8849 | 0.9407 |
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- | No log | 3.0732 | 126 | 1.0663 | -0.0090 | 1.0663 | 1.0326 |
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- | No log | 3.1220 | 128 | 0.9799 | 0.0363 | 0.9799 | 0.9899 |
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- | No log | 3.1707 | 130 | 0.8397 | 0.1443 | 0.8397 | 0.9163 |
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- | No log | 3.2195 | 132 | 0.9611 | -0.0253 | 0.9611 | 0.9804 |
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- | No log | 3.2683 | 134 | 0.8508 | 0.0617 | 0.8508 | 0.9224 |
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- | No log | 3.3171 | 136 | 0.9441 | 0.0041 | 0.9441 | 0.9717 |
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- | No log | 3.3659 | 138 | 0.8669 | -0.0262 | 0.8669 | 0.9311 |
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- | No log | 3.4146 | 140 | 0.8317 | 0.0030 | 0.8317 | 0.9120 |
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- | No log | 3.4634 | 142 | 0.8919 | -0.0116 | 0.8919 | 0.9444 |
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- | No log | 3.5122 | 144 | 0.8703 | -0.0350 | 0.8703 | 0.9329 |
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- | No log | 3.5610 | 146 | 0.8473 | -0.0118 | 0.8473 | 0.9205 |
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- | No log | 3.6098 | 148 | 0.8859 | -0.0195 | 0.8859 | 0.9412 |
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- | No log | 3.6585 | 150 | 0.8839 | -0.0030 | 0.8839 | 0.9402 |
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- | No log | 3.7073 | 152 | 0.8900 | 0.0058 | 0.8900 | 0.9434 |
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- | No log | 3.7561 | 154 | 0.8931 | -0.1121 | 0.8931 | 0.9450 |
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- | No log | 3.8049 | 156 | 0.8986 | -0.0086 | 0.8986 | 0.9480 |
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- | No log | 3.8537 | 158 | 0.9592 | 0.0307 | 0.9592 | 0.9794 |
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- | No log | 3.9024 | 160 | 0.9539 | -0.1126 | 0.9539 | 0.9767 |
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- | No log | 3.9512 | 162 | 0.9974 | -0.1093 | 0.9974 | 0.9987 |
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- | No log | 4.0 | 164 | 0.9897 | -0.1126 | 0.9897 | 0.9948 |
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- | No log | 4.0488 | 166 | 1.0040 | -0.0470 | 1.0040 | 1.0020 |
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- | No log | 4.0976 | 168 | 0.9774 | -0.0238 | 0.9774 | 0.9886 |
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- | No log | 4.1463 | 170 | 0.8991 | -0.0583 | 0.8991 | 0.9482 |
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- | No log | 4.1951 | 172 | 1.1009 | -0.0877 | 1.1009 | 1.0492 |
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- | No log | 4.2439 | 174 | 1.1482 | -0.0245 | 1.1482 | 1.0715 |
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- | No log | 4.2927 | 176 | 0.8712 | -0.0252 | 0.8712 | 0.9334 |
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- | No log | 4.3415 | 178 | 0.8553 | 0.0528 | 0.8553 | 0.9248 |
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- | No log | 4.3902 | 180 | 1.0396 | -0.0204 | 1.0396 | 1.0196 |
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- | No log | 4.4390 | 182 | 0.9727 | 0.0665 | 0.9727 | 0.9863 |
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- | No log | 4.4878 | 184 | 0.9703 | -0.0643 | 0.9703 | 0.9851 |
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- | No log | 4.5366 | 186 | 0.9934 | -0.0717 | 0.9934 | 0.9967 |
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- | No log | 4.5854 | 188 | 0.8963 | 0.0376 | 0.8963 | 0.9468 |
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- | No log | 4.6341 | 190 | 0.8748 | 0.0248 | 0.8748 | 0.9353 |
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- | No log | 4.6829 | 192 | 0.8617 | -0.0761 | 0.8617 | 0.9283 |
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- | No log | 4.7317 | 194 | 0.7674 | 0.0922 | 0.7674 | 0.8760 |
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- | No log | 4.7805 | 196 | 0.7625 | 0.0414 | 0.7625 | 0.8732 |
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- | No log | 4.8293 | 198 | 0.7710 | 0.0414 | 0.7710 | 0.8781 |
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- | No log | 4.8780 | 200 | 0.8008 | 0.0879 | 0.8008 | 0.8949 |
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- | No log | 4.9268 | 202 | 0.8498 | 0.0633 | 0.8498 | 0.9219 |
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- | No log | 4.9756 | 204 | 0.9241 | 0.1697 | 0.9241 | 0.9613 |
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- | No log | 5.0244 | 206 | 0.9210 | 0.1290 | 0.9210 | 0.9597 |
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- | No log | 5.0732 | 208 | 0.9518 | 0.0113 | 0.9518 | 0.9756 |
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- | No log | 5.1220 | 210 | 0.9437 | 0.0866 | 0.9437 | 0.9714 |
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- | No log | 5.1707 | 212 | 0.9266 | 0.0851 | 0.9266 | 0.9626 |
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- | No log | 5.2195 | 214 | 0.9343 | -0.0322 | 0.9343 | 0.9666 |
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- | No log | 5.2683 | 216 | 0.8440 | 0.0471 | 0.8440 | 0.9187 |
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- | No log | 5.3171 | 218 | 0.8393 | 0.0557 | 0.8393 | 0.9161 |
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- | No log | 5.3659 | 220 | 0.8057 | -0.0032 | 0.8057 | 0.8976 |
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- | No log | 5.4146 | 222 | 0.8507 | -0.0699 | 0.8507 | 0.9223 |
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- | No log | 5.4634 | 224 | 0.8313 | -0.0240 | 0.8313 | 0.9118 |
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- | No log | 5.5122 | 226 | 0.8708 | 0.0664 | 0.8708 | 0.9332 |
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- | No log | 5.5610 | 228 | 1.0088 | -0.0820 | 1.0088 | 1.0044 |
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- | No log | 5.6098 | 230 | 0.8836 | 0.0654 | 0.8836 | 0.9400 |
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- | No log | 5.6585 | 232 | 0.8719 | 0.0574 | 0.8719 | 0.9337 |
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- | No log | 5.7073 | 234 | 0.8645 | 0.0574 | 0.8645 | 0.9298 |
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- | No log | 5.7561 | 236 | 0.8021 | 0.0 | 0.8021 | 0.8956 |
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- | No log | 5.8049 | 238 | 0.9537 | -0.0685 | 0.9537 | 0.9766 |
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- | No log | 5.8537 | 240 | 0.9047 | -0.0442 | 0.9047 | 0.9512 |
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- | No log | 5.9024 | 242 | 0.8147 | -0.0195 | 0.8147 | 0.9026 |
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- | No log | 5.9512 | 244 | 1.2255 | -0.0030 | 1.2255 | 1.1070 |
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- | No log | 6.0 | 246 | 1.3494 | 0.0112 | 1.3494 | 1.1616 |
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- | No log | 6.0488 | 248 | 1.0098 | -0.0157 | 1.0098 | 1.0049 |
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- | No log | 6.0976 | 250 | 0.7877 | 0.0414 | 0.7877 | 0.8875 |
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- | No log | 6.1463 | 252 | 0.8525 | -0.0451 | 0.8525 | 0.9233 |
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- | No log | 6.1951 | 254 | 0.8923 | -0.0551 | 0.8923 | 0.9446 |
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- | No log | 6.2439 | 256 | 0.8020 | -0.0451 | 0.8020 | 0.8955 |
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- | No log | 6.2927 | 258 | 0.8663 | -0.0336 | 0.8663 | 0.9307 |
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- | No log | 6.3415 | 260 | 0.9907 | -0.0870 | 0.9907 | 0.9953 |
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- | No log | 6.3902 | 262 | 0.8991 | -0.0355 | 0.8991 | 0.9482 |
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- | No log | 6.4390 | 264 | 0.8898 | 0.0376 | 0.8898 | 0.9433 |
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- | No log | 6.4878 | 266 | 0.9060 | 0.0883 | 0.9060 | 0.9518 |
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- | No log | 6.5366 | 268 | 0.8491 | 0.0846 | 0.8491 | 0.9215 |
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- | No log | 6.5854 | 270 | 0.8158 | 0.0412 | 0.8158 | 0.9032 |
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- | No log | 6.6341 | 272 | 0.7877 | 0.0922 | 0.7877 | 0.8875 |
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- | No log | 6.6829 | 274 | 0.7793 | 0.0922 | 0.7793 | 0.8828 |
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- | No log | 6.7317 | 276 | 0.7924 | 0.1675 | 0.7924 | 0.8902 |
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- | No log | 6.7805 | 278 | 0.8443 | 0.2078 | 0.8443 | 0.9188 |
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- | No log | 6.8293 | 280 | 0.8587 | 0.0889 | 0.8587 | 0.9267 |
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- | No log | 6.8780 | 282 | 0.8876 | 0.0537 | 0.8876 | 0.9421 |
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- | No log | 6.9268 | 284 | 0.8872 | 0.0441 | 0.8872 | 0.9419 |
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- | No log | 6.9756 | 286 | 0.9035 | 0.1882 | 0.9035 | 0.9505 |
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- | No log | 7.0244 | 288 | 0.8778 | 0.1004 | 0.8778 | 0.9369 |
196
- | No log | 7.0732 | 290 | 0.8037 | 0.0874 | 0.8037 | 0.8965 |
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- | No log | 7.1220 | 292 | 0.8300 | 0.0557 | 0.8300 | 0.9110 |
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- | No log | 7.1707 | 294 | 0.7803 | 0.0973 | 0.7803 | 0.8833 |
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- | No log | 7.2195 | 296 | 0.7977 | 0.0680 | 0.7977 | 0.8931 |
200
- | No log | 7.2683 | 298 | 0.8179 | 0.0680 | 0.8179 | 0.9044 |
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- | No log | 7.3171 | 300 | 0.8268 | 0.1298 | 0.8268 | 0.9093 |
202
- | No log | 7.3659 | 302 | 0.9186 | 0.0248 | 0.9186 | 0.9584 |
203
- | No log | 7.4146 | 304 | 0.9516 | -0.0035 | 0.9516 | 0.9755 |
204
- | No log | 7.4634 | 306 | 0.8476 | 0.1734 | 0.8476 | 0.9206 |
205
- | No log | 7.5122 | 308 | 0.8272 | 0.0214 | 0.8272 | 0.9095 |
206
- | No log | 7.5610 | 310 | 0.8001 | 0.0214 | 0.8001 | 0.8945 |
207
- | No log | 7.6098 | 312 | 0.7554 | 0.0454 | 0.7554 | 0.8691 |
208
- | No log | 7.6585 | 314 | 0.7957 | -0.0449 | 0.7957 | 0.8920 |
209
- | No log | 7.7073 | 316 | 0.7832 | 0.0031 | 0.7832 | 0.8850 |
210
- | No log | 7.7561 | 318 | 0.7920 | -0.0218 | 0.7920 | 0.8899 |
211
- | No log | 7.8049 | 320 | 0.9869 | 0.0224 | 0.9869 | 0.9934 |
212
- | No log | 7.8537 | 322 | 1.0158 | 0.0224 | 1.0158 | 1.0079 |
213
- | No log | 7.9024 | 324 | 0.8640 | -0.0699 | 0.8640 | 0.9295 |
214
- | No log | 7.9512 | 326 | 0.9016 | -0.0180 | 0.9016 | 0.9495 |
215
- | No log | 8.0 | 328 | 0.9617 | -0.1236 | 0.9617 | 0.9807 |
216
- | No log | 8.0488 | 330 | 0.8587 | -0.0195 | 0.8587 | 0.9267 |
217
- | No log | 8.0976 | 332 | 0.7640 | 0.0869 | 0.7640 | 0.8740 |
218
- | No log | 8.1463 | 334 | 0.9722 | -0.0163 | 0.9722 | 0.9860 |
219
- | No log | 8.1951 | 336 | 1.2178 | 0.0695 | 1.2178 | 1.1035 |
220
- | No log | 8.2439 | 338 | 1.1585 | 0.0536 | 1.1585 | 1.0764 |
221
- | No log | 8.2927 | 340 | 0.8978 | -0.0441 | 0.8978 | 0.9475 |
222
- | No log | 8.3415 | 342 | 0.7403 | 0.1371 | 0.7403 | 0.8604 |
223
- | No log | 8.3902 | 344 | 0.8166 | 0.0116 | 0.8166 | 0.9036 |
224
- | No log | 8.4390 | 346 | 0.8587 | -0.0949 | 0.8587 | 0.9267 |
225
- | No log | 8.4878 | 348 | 0.8136 | 0.0973 | 0.8136 | 0.9020 |
226
- | No log | 8.5366 | 350 | 0.7978 | 0.0821 | 0.7978 | 0.8932 |
227
- | No log | 8.5854 | 352 | 0.8414 | 0.0956 | 0.8414 | 0.9173 |
228
- | No log | 8.6341 | 354 | 0.8151 | 0.1097 | 0.8151 | 0.9028 |
229
- | No log | 8.6829 | 356 | 0.7458 | 0.1311 | 0.7458 | 0.8636 |
230
- | No log | 8.7317 | 358 | 0.7264 | 0.0821 | 0.7264 | 0.8523 |
231
- | No log | 8.7805 | 360 | 0.7510 | 0.0869 | 0.7510 | 0.8666 |
232
- | No log | 8.8293 | 362 | 0.7847 | 0.0821 | 0.7847 | 0.8858 |
233
- | No log | 8.8780 | 364 | 0.8340 | -0.0218 | 0.8340 | 0.9133 |
234
- | No log | 8.9268 | 366 | 0.8621 | 0.0175 | 0.8621 | 0.9285 |
235
- | No log | 8.9756 | 368 | 0.8039 | 0.0269 | 0.8039 | 0.8966 |
236
- | No log | 9.0244 | 370 | 0.7960 | 0.0987 | 0.7960 | 0.8922 |
237
- | No log | 9.0732 | 372 | 0.8310 | -0.0133 | 0.8310 | 0.9116 |
238
- | No log | 9.1220 | 374 | 0.7685 | 0.0518 | 0.7685 | 0.8767 |
239
- | No log | 9.1707 | 376 | 0.7661 | 0.1347 | 0.7661 | 0.8753 |
240
- | No log | 9.2195 | 378 | 0.7933 | 0.0840 | 0.7933 | 0.8907 |
241
- | No log | 9.2683 | 380 | 0.8528 | 0.0732 | 0.8528 | 0.9235 |
242
- | No log | 9.3171 | 382 | 0.9049 | 0.0456 | 0.9049 | 0.9513 |
243
- | No log | 9.3659 | 384 | 0.8319 | 0.1096 | 0.8319 | 0.9121 |
244
- | No log | 9.4146 | 386 | 0.7594 | 0.0821 | 0.7594 | 0.8715 |
245
- | No log | 9.4634 | 388 | 0.7648 | 0.0973 | 0.7648 | 0.8746 |
246
- | No log | 9.5122 | 390 | 0.7555 | 0.0414 | 0.7555 | 0.8692 |
247
- | No log | 9.5610 | 392 | 0.7590 | 0.0821 | 0.7590 | 0.8712 |
248
- | No log | 9.6098 | 394 | 0.7753 | 0.1254 | 0.7753 | 0.8805 |
249
- | No log | 9.6585 | 396 | 0.8160 | 0.1553 | 0.8160 | 0.9033 |
250
- | No log | 9.7073 | 398 | 0.8326 | 0.0269 | 0.8326 | 0.9125 |
251
- | No log | 9.7561 | 400 | 0.8418 | 0.1298 | 0.8418 | 0.9175 |
252
- | No log | 9.8049 | 402 | 0.8827 | 0.0964 | 0.8827 | 0.9395 |
253
- | No log | 9.8537 | 404 | 0.8857 | 0.0236 | 0.8857 | 0.9411 |
254
- | No log | 9.9024 | 406 | 0.9011 | 0.0861 | 0.9011 | 0.9493 |
255
- | No log | 9.9512 | 408 | 0.8667 | 0.0856 | 0.8667 | 0.9310 |
256
- | No log | 10.0 | 410 | 0.8303 | 0.0509 | 0.8303 | 0.9112 |
257
- | No log | 10.0488 | 412 | 0.7566 | 0.0031 | 0.7566 | 0.8698 |
258
- | No log | 10.0976 | 414 | 0.6928 | -0.0065 | 0.6928 | 0.8323 |
259
- | No log | 10.1463 | 416 | 0.7110 | 0.1444 | 0.7110 | 0.8432 |
260
- | No log | 10.1951 | 418 | 0.7660 | 0.1740 | 0.7660 | 0.8752 |
261
- | No log | 10.2439 | 420 | 0.7923 | 0.1249 | 0.7923 | 0.8901 |
262
- | No log | 10.2927 | 422 | 0.8422 | 0.0509 | 0.8422 | 0.9177 |
263
- | No log | 10.3415 | 424 | 0.8950 | -0.0148 | 0.8950 | 0.9461 |
264
- | No log | 10.3902 | 426 | 0.8452 | 0.1292 | 0.8452 | 0.9194 |
265
- | No log | 10.4390 | 428 | 0.8944 | -0.0262 | 0.8944 | 0.9457 |
266
- | No log | 10.4878 | 430 | 0.9044 | 0.0095 | 0.9044 | 0.9510 |
267
- | No log | 10.5366 | 432 | 0.8247 | 0.0247 | 0.8247 | 0.9082 |
268
- | No log | 10.5854 | 434 | 0.7806 | 0.0768 | 0.7806 | 0.8835 |
269
- | No log | 10.6341 | 436 | 0.7760 | 0.0768 | 0.7760 | 0.8809 |
270
- | No log | 10.6829 | 438 | 0.8149 | 0.0183 | 0.8149 | 0.9027 |
271
- | No log | 10.7317 | 440 | 0.8155 | 0.0152 | 0.8155 | 0.9031 |
272
- | No log | 10.7805 | 442 | 0.7966 | -0.0195 | 0.7966 | 0.8925 |
273
- | No log | 10.8293 | 444 | 0.8219 | 0.1347 | 0.8219 | 0.9066 |
274
- | No log | 10.8780 | 446 | 0.8399 | 0.1292 | 0.8399 | 0.9165 |
275
- | No log | 10.9268 | 448 | 0.8352 | 0.0303 | 0.8352 | 0.9139 |
276
- | No log | 10.9756 | 450 | 0.8578 | 0.1001 | 0.8578 | 0.9261 |
277
- | No log | 11.0244 | 452 | 0.8797 | 0.0016 | 0.8797 | 0.9379 |
278
- | No log | 11.0732 | 454 | 0.9542 | -0.0076 | 0.9542 | 0.9768 |
279
- | No log | 11.1220 | 456 | 0.9305 | -0.0008 | 0.9305 | 0.9646 |
280
- | No log | 11.1707 | 458 | 0.8813 | -0.0209 | 0.8813 | 0.9388 |
281
- | No log | 11.2195 | 460 | 0.8841 | 0.0846 | 0.8841 | 0.9403 |
282
- | No log | 11.2683 | 462 | 0.9050 | 0.0580 | 0.9050 | 0.9513 |
283
- | No log | 11.3171 | 464 | 0.8506 | 0.1340 | 0.8506 | 0.9223 |
284
- | No log | 11.3659 | 466 | 0.8758 | -0.0008 | 0.8758 | 0.9358 |
285
- | No log | 11.4146 | 468 | 0.9247 | -0.0143 | 0.9247 | 0.9616 |
286
- | No log | 11.4634 | 470 | 0.8740 | 0.0316 | 0.8740 | 0.9349 |
287
- | No log | 11.5122 | 472 | 0.7679 | 0.1311 | 0.7679 | 0.8763 |
288
- | No log | 11.5610 | 474 | 0.7872 | 0.0 | 0.7872 | 0.8872 |
289
- | No log | 11.6098 | 476 | 0.8255 | 0.0030 | 0.8255 | 0.9085 |
290
- | No log | 11.6585 | 478 | 0.8296 | 0.1354 | 0.8296 | 0.9108 |
291
- | No log | 11.7073 | 480 | 0.9201 | -0.0441 | 0.9201 | 0.9592 |
292
- | No log | 11.7561 | 482 | 0.9484 | -0.0837 | 0.9484 | 0.9739 |
293
- | No log | 11.8049 | 484 | 0.8664 | 0.0041 | 0.8664 | 0.9308 |
294
- | No log | 11.8537 | 486 | 0.8033 | 0.1254 | 0.8033 | 0.8963 |
295
- | No log | 11.9024 | 488 | 0.7775 | 0.1371 | 0.7775 | 0.8818 |
296
- | No log | 11.9512 | 490 | 0.7813 | 0.1311 | 0.7813 | 0.8839 |
297
- | No log | 12.0 | 492 | 0.8335 | 0.0525 | 0.8335 | 0.9130 |
298
- | No log | 12.0488 | 494 | 0.8646 | 0.0016 | 0.8646 | 0.9299 |
299
- | No log | 12.0976 | 496 | 0.8313 | 0.0196 | 0.8313 | 0.9118 |
300
- | No log | 12.1463 | 498 | 0.8326 | 0.1287 | 0.8326 | 0.9125 |
301
- | 0.2918 | 12.1951 | 500 | 0.8529 | 0.1277 | 0.8529 | 0.9235 |
302
- | 0.2918 | 12.2439 | 502 | 0.8448 | 0.1277 | 0.8448 | 0.9191 |
303
- | 0.2918 | 12.2927 | 504 | 0.8272 | 0.1333 | 0.8272 | 0.9095 |
304
- | 0.2918 | 12.3415 | 506 | 0.8160 | 0.1340 | 0.8160 | 0.9033 |
305
- | 0.2918 | 12.3902 | 508 | 0.8345 | 0.0893 | 0.8345 | 0.9135 |
306
- | 0.2918 | 12.4390 | 510 | 0.8714 | -0.0238 | 0.8714 | 0.9335 |
307
- | 0.2918 | 12.4878 | 512 | 0.8888 | 0.1277 | 0.8888 | 0.9427 |
308
- | 0.2918 | 12.5366 | 514 | 0.9271 | 0.0633 | 0.9271 | 0.9628 |
309
- | 0.2918 | 12.5854 | 516 | 0.9081 | 0.0670 | 0.9081 | 0.9529 |
310
 
311
 
312
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k9_task3_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_k9_task3_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: 0.7322
19
+ - Qwk: 0.0628
20
+ - Mse: 0.7322
21
+ - Rmse: 0.8557
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0426 | 2 | 3.6281 | 0.0035 | 3.6281 | 1.9048 |
53
+ | No log | 0.0851 | 4 | 1.7507 | 0.0425 | 1.7507 | 1.3231 |
54
+ | No log | 0.1277 | 6 | 1.4924 | -0.0466 | 1.4924 | 1.2216 |
55
+ | No log | 0.1702 | 8 | 1.0577 | -0.0345 | 1.0577 | 1.0284 |
56
+ | No log | 0.2128 | 10 | 0.7084 | 0.0334 | 0.7084 | 0.8417 |
57
+ | No log | 0.2553 | 12 | 0.6942 | -0.0101 | 0.6942 | 0.8332 |
58
+ | No log | 0.2979 | 14 | 0.6561 | 0.0 | 0.6561 | 0.8100 |
59
+ | No log | 0.3404 | 16 | 0.6936 | 0.0 | 0.6936 | 0.8328 |
60
+ | No log | 0.3830 | 18 | 0.6816 | 0.0 | 0.6816 | 0.8256 |
61
+ | No log | 0.4255 | 20 | 0.7014 | 0.0857 | 0.7014 | 0.8375 |
62
+ | No log | 0.4681 | 22 | 1.3469 | 0.0627 | 1.3469 | 1.1606 |
63
+ | No log | 0.5106 | 24 | 1.0185 | 0.0104 | 1.0185 | 1.0092 |
64
+ | No log | 0.5532 | 26 | 0.7644 | 0.0999 | 0.7644 | 0.8743 |
65
+ | No log | 0.5957 | 28 | 0.6963 | 0.0857 | 0.6963 | 0.8345 |
66
+ | No log | 0.6383 | 30 | 0.7218 | 0.1627 | 0.7218 | 0.8496 |
67
+ | No log | 0.6809 | 32 | 0.8130 | 0.0956 | 0.8130 | 0.9017 |
68
+ | No log | 0.7234 | 34 | 1.2530 | 0.0866 | 1.2530 | 1.1194 |
69
+ | No log | 0.7660 | 36 | 1.1573 | 0.0415 | 1.1573 | 1.0758 |
70
+ | No log | 0.8085 | 38 | 0.8753 | 0.0876 | 0.8753 | 0.9356 |
71
+ | No log | 0.8511 | 40 | 0.8011 | 0.0884 | 0.8011 | 0.8950 |
72
+ | No log | 0.8936 | 42 | 0.9270 | 0.1329 | 0.9270 | 0.9628 |
73
+ | No log | 0.9362 | 44 | 1.4796 | 0.0564 | 1.4796 | 1.2164 |
74
+ | No log | 0.9787 | 46 | 1.0751 | 0.0046 | 1.0751 | 1.0369 |
75
+ | No log | 1.0213 | 48 | 0.7446 | 0.0662 | 0.7446 | 0.8629 |
76
+ | No log | 1.0638 | 50 | 0.8333 | 0.0705 | 0.8333 | 0.9129 |
77
+ | No log | 1.1064 | 52 | 0.8002 | -0.0678 | 0.8002 | 0.8946 |
78
+ | No log | 1.1489 | 54 | 0.7126 | 0.0759 | 0.7126 | 0.8442 |
79
+ | No log | 1.1915 | 56 | 0.8259 | 0.0233 | 0.8259 | 0.9088 |
80
+ | No log | 1.2340 | 58 | 0.7036 | 0.1644 | 0.7036 | 0.8388 |
81
+ | No log | 1.2766 | 60 | 0.7580 | 0.1408 | 0.7580 | 0.8707 |
82
+ | No log | 1.3191 | 62 | 0.8637 | 0.0753 | 0.8637 | 0.9293 |
83
+ | No log | 1.3617 | 64 | 0.7649 | 0.2118 | 0.7649 | 0.8746 |
84
+ | No log | 1.4043 | 66 | 1.0906 | 0.0426 | 1.0906 | 1.0443 |
85
+ | No log | 1.4468 | 68 | 1.0531 | 0.0741 | 1.0531 | 1.0262 |
86
+ | No log | 1.4894 | 70 | 0.8039 | 0.0074 | 0.8039 | 0.8966 |
87
+ | No log | 1.5319 | 72 | 0.7778 | 0.0846 | 0.7778 | 0.8819 |
88
+ | No log | 1.5745 | 74 | 0.8039 | -0.0303 | 0.8039 | 0.8966 |
89
+ | No log | 1.6170 | 76 | 0.7763 | 0.1240 | 0.7763 | 0.8811 |
90
+ | No log | 1.6596 | 78 | 0.8076 | 0.1604 | 0.8076 | 0.8987 |
91
+ | No log | 1.7021 | 80 | 1.0833 | 0.0428 | 1.0833 | 1.0408 |
92
+ | No log | 1.7447 | 82 | 0.9847 | 0.1222 | 0.9847 | 0.9923 |
93
+ | No log | 1.7872 | 84 | 0.8887 | 0.0860 | 0.8887 | 0.9427 |
94
+ | No log | 1.8298 | 86 | 0.8854 | 0.0459 | 0.8854 | 0.9410 |
95
+ | No log | 1.8723 | 88 | 1.0765 | 0.1112 | 1.0765 | 1.0376 |
96
+ | No log | 1.9149 | 90 | 1.1371 | 0.0694 | 1.1371 | 1.0663 |
97
+ | No log | 1.9574 | 92 | 0.8058 | 0.1561 | 0.8058 | 0.8977 |
98
+ | No log | 2.0 | 94 | 0.7917 | 0.0408 | 0.7917 | 0.8898 |
99
+ | No log | 2.0426 | 96 | 0.9054 | -0.0685 | 0.9054 | 0.9515 |
100
+ | No log | 2.0851 | 98 | 0.8573 | 0.0654 | 0.8573 | 0.9259 |
101
+ | No log | 2.1277 | 100 | 0.7936 | -0.0675 | 0.7936 | 0.8908 |
102
+ | No log | 2.1702 | 102 | 0.9662 | -0.0504 | 0.9662 | 0.9830 |
103
+ | No log | 2.2128 | 104 | 0.9994 | -0.0532 | 0.9994 | 0.9997 |
104
+ | No log | 2.2553 | 106 | 0.7947 | -0.0145 | 0.7947 | 0.8915 |
105
+ | No log | 2.2979 | 108 | 0.7866 | -0.0506 | 0.7866 | 0.8869 |
106
+ | No log | 2.3404 | 110 | 0.9032 | -0.1011 | 0.9032 | 0.9504 |
107
+ | No log | 2.3830 | 112 | 0.9124 | -0.0696 | 0.9124 | 0.9552 |
108
+ | No log | 2.4255 | 114 | 0.8187 | 0.0690 | 0.8187 | 0.9048 |
109
+ | No log | 2.4681 | 116 | 1.0431 | 0.0451 | 1.0431 | 1.0213 |
110
+ | No log | 2.5106 | 118 | 0.8236 | 0.1800 | 0.8236 | 0.9076 |
111
+ | No log | 2.5532 | 120 | 0.8590 | 0.0319 | 0.8590 | 0.9268 |
112
+ | No log | 2.5957 | 122 | 0.9396 | 0.0481 | 0.9396 | 0.9693 |
113
+ | No log | 2.6383 | 124 | 0.7635 | 0.0989 | 0.7635 | 0.8738 |
114
+ | No log | 2.6809 | 126 | 1.0380 | 0.0778 | 1.0380 | 1.0188 |
115
+ | No log | 2.7234 | 128 | 1.4091 | 0.0819 | 1.4091 | 1.1871 |
116
+ | No log | 2.7660 | 130 | 1.0884 | 0.0104 | 1.0884 | 1.0433 |
117
+ | No log | 2.8085 | 132 | 0.7981 | 0.0909 | 0.7981 | 0.8934 |
118
+ | No log | 2.8511 | 134 | 0.9300 | -0.0014 | 0.9300 | 0.9644 |
119
+ | No log | 2.8936 | 136 | 0.8780 | -0.0123 | 0.8780 | 0.9370 |
120
+ | No log | 2.9362 | 138 | 0.8481 | 0.2827 | 0.8481 | 0.9209 |
121
+ | No log | 2.9787 | 140 | 0.9426 | 0.1222 | 0.9426 | 0.9709 |
122
+ | No log | 3.0213 | 142 | 0.8133 | 0.1001 | 0.8133 | 0.9018 |
123
+ | No log | 3.0638 | 144 | 0.7079 | 0.0814 | 0.7079 | 0.8413 |
124
+ | No log | 3.1064 | 146 | 0.7180 | 0.2326 | 0.7180 | 0.8474 |
125
+ | No log | 3.1489 | 148 | 0.7820 | 0.0955 | 0.7820 | 0.8843 |
126
+ | No log | 3.1915 | 150 | 0.8285 | 0.1304 | 0.8285 | 0.9102 |
127
+ | No log | 3.2340 | 152 | 0.9702 | 0.2291 | 0.9702 | 0.9850 |
128
+ | No log | 3.2766 | 154 | 0.9660 | 0.1166 | 0.9660 | 0.9828 |
129
+ | No log | 3.3191 | 156 | 0.9883 | 0.0673 | 0.9883 | 0.9942 |
130
+ | No log | 3.3617 | 158 | 0.8586 | 0.1313 | 0.8586 | 0.9266 |
131
+ | No log | 3.4043 | 160 | 0.7793 | 0.1143 | 0.7793 | 0.8828 |
132
+ | No log | 3.4468 | 162 | 0.8108 | -0.0767 | 0.8108 | 0.9005 |
133
+ | No log | 3.4894 | 164 | 0.7552 | 0.1856 | 0.7552 | 0.8690 |
134
+ | No log | 3.5319 | 166 | 0.7600 | 0.1423 | 0.7600 | 0.8718 |
135
+ | No log | 3.5745 | 168 | 0.8387 | 0.0183 | 0.8387 | 0.9158 |
136
+ | No log | 3.6170 | 170 | 1.0478 | 0.0169 | 1.0478 | 1.0236 |
137
+ | No log | 3.6596 | 172 | 0.8785 | 0.0650 | 0.8785 | 0.9373 |
138
+ | No log | 3.7021 | 174 | 0.9178 | 0.0641 | 0.9178 | 0.9580 |
139
+ | No log | 3.7447 | 176 | 0.8870 | 0.0265 | 0.8870 | 0.9418 |
140
+ | No log | 3.7872 | 178 | 0.8030 | 0.1333 | 0.8030 | 0.8961 |
141
+ | No log | 3.8298 | 180 | 0.7673 | 0.1404 | 0.7673 | 0.8760 |
142
+ | No log | 3.8723 | 182 | 0.7995 | 0.1408 | 0.7995 | 0.8942 |
143
+ | No log | 3.9149 | 184 | 0.7767 | 0.1425 | 0.7767 | 0.8813 |
144
+ | No log | 3.9574 | 186 | 0.7751 | 0.0723 | 0.7751 | 0.8804 |
145
+ | No log | 4.0 | 188 | 0.8436 | 0.0538 | 0.8436 | 0.9185 |
146
+ | No log | 4.0426 | 190 | 0.8090 | 0.0574 | 0.8090 | 0.8995 |
147
+ | No log | 4.0851 | 192 | 0.8035 | 0.0993 | 0.8035 | 0.8964 |
148
+ | No log | 4.1277 | 194 | 0.9658 | -0.0269 | 0.9658 | 0.9828 |
149
+ | No log | 4.1702 | 196 | 0.8505 | 0.0623 | 0.8505 | 0.9222 |
150
+ | No log | 4.2128 | 198 | 0.7511 | 0.1254 | 0.7511 | 0.8667 |
151
+ | No log | 4.2553 | 200 | 0.8433 | 0.1193 | 0.8433 | 0.9183 |
152
+ | No log | 4.2979 | 202 | 0.8628 | 0.0793 | 0.8628 | 0.9289 |
153
+ | No log | 4.3404 | 204 | 0.7131 | 0.1758 | 0.7131 | 0.8444 |
154
+ | No log | 4.3830 | 206 | 0.7441 | 0.0545 | 0.7441 | 0.8626 |
155
+ | No log | 4.4255 | 208 | 0.7350 | 0.1761 | 0.7350 | 0.8573 |
156
+ | No log | 4.4681 | 210 | 0.8088 | 0.1506 | 0.8088 | 0.8993 |
157
+ | No log | 4.5106 | 212 | 0.9173 | 0.0676 | 0.9173 | 0.9577 |
158
+ | No log | 4.5532 | 214 | 0.7673 | 0.0303 | 0.7673 | 0.8760 |
159
+ | No log | 4.5957 | 216 | 0.7921 | 0.1272 | 0.7921 | 0.8900 |
160
+ | No log | 4.6383 | 218 | 0.8998 | 0.0028 | 0.8998 | 0.9486 |
161
+ | No log | 4.6809 | 220 | 0.8268 | 0.1673 | 0.8268 | 0.9093 |
162
+ | No log | 4.7234 | 222 | 0.8686 | 0.0586 | 0.8686 | 0.9320 |
163
+ | No log | 4.7660 | 224 | 0.9423 | 0.0363 | 0.9423 | 0.9707 |
164
+ | No log | 4.8085 | 226 | 0.8102 | 0.0289 | 0.8102 | 0.9001 |
165
+ | No log | 4.8511 | 228 | 0.7781 | 0.1340 | 0.7781 | 0.8821 |
166
+ | No log | 4.8936 | 230 | 0.8056 | 0.0249 | 0.8056 | 0.8975 |
167
+ | No log | 4.9362 | 232 | 0.7293 | 0.0089 | 0.7293 | 0.8540 |
168
+ | No log | 4.9787 | 234 | 0.7506 | 0.1565 | 0.7506 | 0.8664 |
169
+ | No log | 5.0213 | 236 | 1.0676 | 0.0067 | 1.0676 | 1.0332 |
170
+ | No log | 5.0638 | 238 | 0.9807 | -0.0200 | 0.9807 | 0.9903 |
171
+ | No log | 5.1064 | 240 | 0.7022 | 0.1828 | 0.7022 | 0.8380 |
172
+ | No log | 5.1489 | 242 | 0.8034 | 0.0654 | 0.8034 | 0.8963 |
173
+ | No log | 5.1915 | 244 | 0.8594 | 0.0968 | 0.8594 | 0.9270 |
174
+ | No log | 5.2340 | 246 | 0.8099 | 0.1580 | 0.8099 | 0.9000 |
175
+ | No log | 5.2766 | 248 | 1.0171 | 0.1461 | 1.0171 | 1.0085 |
176
+ | No log | 5.3191 | 250 | 1.0895 | 0.0679 | 1.0895 | 1.0438 |
177
+ | No log | 5.3617 | 252 | 0.8345 | 0.0452 | 0.8345 | 0.9135 |
178
+ | No log | 5.4043 | 254 | 0.7376 | 0.1379 | 0.7376 | 0.8588 |
179
+ | No log | 5.4468 | 256 | 0.7446 | 0.0989 | 0.7446 | 0.8629 |
180
+ | No log | 5.4894 | 258 | 0.6880 | 0.0436 | 0.6880 | 0.8295 |
181
+ | No log | 5.5319 | 260 | 0.7060 | 0.1259 | 0.7060 | 0.8402 |
182
+ | No log | 5.5745 | 262 | 0.7743 | 0.1965 | 0.7743 | 0.8799 |
183
+ | No log | 5.6170 | 264 | 0.7775 | 0.2096 | 0.7775 | 0.8818 |
184
+ | No log | 5.6596 | 266 | 0.8615 | 0.0203 | 0.8615 | 0.9282 |
185
+ | No log | 5.7021 | 268 | 0.9133 | -0.0055 | 0.9133 | 0.9557 |
186
+ | No log | 5.7447 | 270 | 0.8648 | 0.1290 | 0.8648 | 0.9300 |
187
+ | No log | 5.7872 | 272 | 0.8235 | 0.1673 | 0.8235 | 0.9075 |
188
+ | No log | 5.8298 | 274 | 0.8055 | 0.1135 | 0.8055 | 0.8975 |
189
+ | No log | 5.8723 | 276 | 0.7714 | 0.2181 | 0.7714 | 0.8783 |
190
+ | No log | 5.9149 | 278 | 0.7529 | 0.1769 | 0.7529 | 0.8677 |
191
+ | No log | 5.9574 | 280 | 0.7416 | 0.1882 | 0.7416 | 0.8612 |
192
+ | No log | 6.0 | 282 | 0.7478 | 0.1371 | 0.7478 | 0.8647 |
193
+ | No log | 6.0426 | 284 | 0.7440 | 0.1371 | 0.7440 | 0.8626 |
194
+ | No log | 6.0851 | 286 | 0.7402 | 0.1371 | 0.7402 | 0.8603 |
195
+ | No log | 6.1277 | 288 | 0.7338 | 0.1371 | 0.7338 | 0.8566 |
196
+ | No log | 6.1702 | 290 | 0.7611 | 0.0650 | 0.7611 | 0.8724 |
197
+ | No log | 6.2128 | 292 | 0.7302 | 0.0914 | 0.7302 | 0.8545 |
198
+ | No log | 6.2553 | 294 | 0.7409 | 0.2326 | 0.7409 | 0.8607 |
199
+ | No log | 6.2979 | 296 | 0.7423 | 0.1423 | 0.7423 | 0.8615 |
200
+ | No log | 6.3404 | 298 | 0.7968 | 0.0871 | 0.7968 | 0.8926 |
201
+ | No log | 6.3830 | 300 | 0.8260 | 0.1646 | 0.8260 | 0.9088 |
202
+ | No log | 6.4255 | 302 | 0.7472 | 0.1815 | 0.7472 | 0.8644 |
203
+ | No log | 6.4681 | 304 | 0.8566 | 0.0220 | 0.8566 | 0.9255 |
204
+ | No log | 6.5106 | 306 | 0.8442 | 0.0952 | 0.8442 | 0.9188 |
205
+ | No log | 6.5532 | 308 | 0.8179 | 0.0947 | 0.8179 | 0.9044 |
206
+ | No log | 6.5957 | 310 | 0.8207 | 0.0113 | 0.8207 | 0.9059 |
207
+ | No log | 6.6383 | 312 | 0.8863 | -0.0054 | 0.8863 | 0.9414 |
208
+ | No log | 6.6809 | 314 | 0.7597 | 0.1196 | 0.7597 | 0.8716 |
209
+ | No log | 6.7234 | 316 | 0.7400 | 0.0926 | 0.7400 | 0.8602 |
210
+ | No log | 6.7660 | 318 | 0.7383 | 0.0926 | 0.7383 | 0.8592 |
211
+ | No log | 6.8085 | 320 | 0.7302 | 0.0926 | 0.7302 | 0.8545 |
212
+ | No log | 6.8511 | 322 | 0.7957 | 0.1001 | 0.7957 | 0.8920 |
213
+ | No log | 6.8936 | 324 | 0.8228 | 0.0456 | 0.8228 | 0.9071 |
214
+ | No log | 6.9362 | 326 | 0.7698 | 0.0776 | 0.7698 | 0.8774 |
215
+ | No log | 6.9787 | 328 | 0.7801 | 0.0985 | 0.7801 | 0.8832 |
216
+ | No log | 7.0213 | 330 | 0.8645 | 0.0592 | 0.8645 | 0.9298 |
217
+ | No log | 7.0638 | 332 | 0.8085 | 0.0940 | 0.8085 | 0.8992 |
218
+ | No log | 7.1064 | 334 | 0.7780 | 0.2070 | 0.7780 | 0.8820 |
219
+ | No log | 7.1489 | 336 | 0.8801 | 0.0915 | 0.8801 | 0.9382 |
220
+ | No log | 7.1915 | 338 | 0.8174 | 0.1150 | 0.8174 | 0.9041 |
221
+ | No log | 7.2340 | 340 | 0.7243 | 0.0776 | 0.7243 | 0.8511 |
222
+ | No log | 7.2766 | 342 | 0.7276 | 0.1404 | 0.7276 | 0.8530 |
223
+ | No log | 7.3191 | 344 | 0.7220 | 0.1254 | 0.7220 | 0.8497 |
224
+ | No log | 7.3617 | 346 | 0.7676 | 0.1096 | 0.7676 | 0.8761 |
225
+ | No log | 7.4043 | 348 | 0.7881 | 0.1096 | 0.7881 | 0.8877 |
226
+ | No log | 7.4468 | 350 | 0.7844 | 0.1612 | 0.7844 | 0.8857 |
227
+ | No log | 7.4894 | 352 | 0.7806 | 0.1139 | 0.7806 | 0.8835 |
228
+ | No log | 7.5319 | 354 | 0.8142 | 0.1580 | 0.8142 | 0.9023 |
229
+ | No log | 7.5745 | 356 | 0.8309 | 0.1538 | 0.8309 | 0.9116 |
230
+ | No log | 7.6170 | 358 | 0.8051 | 0.2121 | 0.8051 | 0.8973 |
231
+ | No log | 7.6596 | 360 | 0.8789 | 0.1935 | 0.8789 | 0.9375 |
232
+ | No log | 7.7021 | 362 | 1.0159 | 0.1258 | 1.0159 | 1.0079 |
233
+ | No log | 7.7447 | 364 | 1.0758 | 0.0924 | 1.0758 | 1.0372 |
234
+ | No log | 7.7872 | 366 | 1.0332 | 0.1285 | 1.0332 | 1.0164 |
235
+ | No log | 7.8298 | 368 | 1.0400 | 0.1285 | 1.0400 | 1.0198 |
236
+ | No log | 7.8723 | 370 | 1.0612 | 0.1289 | 1.0612 | 1.0302 |
237
+ | No log | 7.9149 | 372 | 0.9911 | 0.0958 | 0.9911 | 0.9955 |
238
+ | No log | 7.9574 | 374 | 0.8855 | 0.1850 | 0.8855 | 0.9410 |
239
+ | No log | 8.0 | 376 | 0.9062 | 0.1718 | 0.9062 | 0.9520 |
240
+ | No log | 8.0426 | 378 | 0.9893 | 0.1182 | 0.9893 | 0.9947 |
241
+ | No log | 8.0851 | 380 | 0.9607 | 0.0824 | 0.9607 | 0.9802 |
242
+ | No log | 8.1277 | 382 | 0.8715 | 0.2083 | 0.8715 | 0.9335 |
243
+ | No log | 8.1702 | 384 | 0.8339 | 0.1899 | 0.8339 | 0.9132 |
244
+ | No log | 8.2128 | 386 | 0.9284 | 0.1509 | 0.9284 | 0.9636 |
245
+ | No log | 8.2553 | 388 | 1.0130 | 0.0707 | 1.0130 | 1.0065 |
246
+ | No log | 8.2979 | 390 | 0.8934 | 0.1758 | 0.8934 | 0.9452 |
247
+ | No log | 8.3404 | 392 | 0.7275 | 0.1787 | 0.7275 | 0.8529 |
248
+ | No log | 8.3830 | 394 | 0.8174 | 0.0600 | 0.8174 | 0.9041 |
249
+ | No log | 8.4255 | 396 | 0.8415 | 0.0681 | 0.8415 | 0.9173 |
250
+ | No log | 8.4681 | 398 | 0.7333 | 0.1395 | 0.7333 | 0.8563 |
251
+ | No log | 8.5106 | 400 | 0.7617 | 0.1691 | 0.7617 | 0.8728 |
252
+ | No log | 8.5532 | 402 | 0.9766 | 0.0810 | 0.9766 | 0.9883 |
253
+ | No log | 8.5957 | 404 | 1.0406 | 0.0391 | 1.0406 | 1.0201 |
254
+ | No log | 8.6383 | 406 | 0.8876 | 0.0304 | 0.8876 | 0.9421 |
255
+ | No log | 8.6809 | 408 | 0.6975 | 0.1828 | 0.6975 | 0.8352 |
256
+ | No log | 8.7234 | 410 | 0.7144 | 0.0973 | 0.7144 | 0.8452 |
257
+ | No log | 8.7660 | 412 | 0.7306 | 0.1860 | 0.7306 | 0.8548 |
258
+ | No log | 8.8085 | 414 | 0.7051 | 0.1807 | 0.7051 | 0.8397 |
259
+ | No log | 8.8511 | 416 | 0.7076 | 0.1807 | 0.7076 | 0.8412 |
260
+ | No log | 8.8936 | 418 | 0.7225 | 0.1828 | 0.7225 | 0.8500 |
261
+ | No log | 8.9362 | 420 | 0.7185 | 0.1758 | 0.7185 | 0.8476 |
262
+ | No log | 8.9787 | 422 | 0.7016 | 0.1444 | 0.7016 | 0.8376 |
263
+ | No log | 9.0213 | 424 | 0.7144 | 0.1423 | 0.7144 | 0.8452 |
264
+ | No log | 9.0638 | 426 | 0.7364 | 0.1354 | 0.7364 | 0.8582 |
265
+ | No log | 9.1064 | 428 | 0.7761 | 0.1633 | 0.7761 | 0.8810 |
266
+ | No log | 9.1489 | 430 | 0.7771 | 0.1761 | 0.7771 | 0.8816 |
267
+ | No log | 9.1915 | 432 | 0.7579 | 0.1751 | 0.7579 | 0.8706 |
268
+ | No log | 9.2340 | 434 | 0.7596 | 0.0741 | 0.7596 | 0.8716 |
269
+ | No log | 9.2766 | 436 | 0.7645 | 0.1347 | 0.7645 | 0.8743 |
270
+ | No log | 9.3191 | 438 | 0.8149 | 0.1697 | 0.8149 | 0.9027 |
271
+ | No log | 9.3617 | 440 | 0.8045 | 0.1714 | 0.8045 | 0.8969 |
272
+ | No log | 9.4043 | 442 | 0.8155 | 0.0181 | 0.8155 | 0.9031 |
273
+ | No log | 9.4468 | 444 | 0.8972 | 0.0623 | 0.8972 | 0.9472 |
274
+ | No log | 9.4894 | 446 | 0.8161 | 0.0639 | 0.8161 | 0.9034 |
275
+ | No log | 9.5319 | 448 | 0.7711 | 0.0236 | 0.7711 | 0.8781 |
276
+ | No log | 9.5745 | 450 | 0.7666 | 0.0236 | 0.7666 | 0.8755 |
277
+ | No log | 9.6170 | 452 | 0.7909 | 0.1047 | 0.7909 | 0.8894 |
278
+ | No log | 9.6596 | 454 | 0.7542 | 0.0670 | 0.7542 | 0.8685 |
279
+ | No log | 9.7021 | 456 | 0.7604 | 0.0600 | 0.7604 | 0.8720 |
280
+ | No log | 9.7447 | 458 | 0.7622 | 0.1675 | 0.7622 | 0.8731 |
281
+ | No log | 9.7872 | 460 | 0.7552 | 0.2070 | 0.7552 | 0.8690 |
282
+ | No log | 9.8298 | 462 | 0.7556 | 0.2096 | 0.7556 | 0.8693 |
283
+ | No log | 9.8723 | 464 | 0.8166 | 0.1281 | 0.8166 | 0.9037 |
284
+ | No log | 9.9149 | 466 | 1.0230 | 0.1316 | 1.0230 | 1.0114 |
285
+ | No log | 9.9574 | 468 | 0.9983 | 0.0707 | 0.9983 | 0.9992 |
286
+ | No log | 10.0 | 470 | 0.8461 | 0.0424 | 0.8461 | 0.9198 |
287
+ | No log | 10.0426 | 472 | 0.7952 | 0.0999 | 0.7952 | 0.8917 |
288
+ | No log | 10.0851 | 474 | 0.7524 | 0.1541 | 0.7524 | 0.8674 |
289
+ | No log | 10.1277 | 476 | 0.7471 | 0.1751 | 0.7471 | 0.8644 |
290
+ | No log | 10.1702 | 478 | 0.7354 | 0.1404 | 0.7354 | 0.8576 |
291
+ | No log | 10.2128 | 480 | 0.7366 | 0.1148 | 0.7366 | 0.8583 |
292
+ | No log | 10.2553 | 482 | 0.8705 | 0.0786 | 0.8705 | 0.9330 |
293
+ | No log | 10.2979 | 484 | 0.9084 | -0.0490 | 0.9084 | 0.9531 |
294
+ | No log | 10.3404 | 486 | 0.7894 | 0.0512 | 0.7894 | 0.8885 |
295
+ | No log | 10.3830 | 488 | 0.6655 | 0.1444 | 0.6655 | 0.8158 |
296
+ | No log | 10.4255 | 490 | 0.6610 | 0.0964 | 0.6610 | 0.8130 |
297
+ | No log | 10.4681 | 492 | 0.6690 | 0.0964 | 0.6690 | 0.8179 |
298
+ | No log | 10.5106 | 494 | 0.7141 | 0.1828 | 0.7141 | 0.8450 |
299
+ | No log | 10.5532 | 496 | 0.7767 | 0.1379 | 0.7767 | 0.8813 |
300
+ | No log | 10.5957 | 498 | 0.8140 | 0.0917 | 0.8140 | 0.9022 |
301
+ | 0.2965 | 10.6383 | 500 | 0.8184 | 0.0917 | 0.8184 | 0.9047 |
302
+ | 0.2965 | 10.6809 | 502 | 0.8287 | 0.0799 | 0.8287 | 0.9103 |
303
+ | 0.2965 | 10.7234 | 504 | 0.8104 | 0.0512 | 0.8104 | 0.9002 |
304
+ | 0.2965 | 10.7660 | 506 | 0.8056 | 0.0512 | 0.8056 | 0.8976 |
305
+ | 0.2965 | 10.8085 | 508 | 0.7695 | 0.0512 | 0.7695 | 0.8772 |
306
+ | 0.2965 | 10.8511 | 510 | 0.7322 | 0.0628 | 0.7322 | 0.8557 |
 
 
 
307
 
308
 
309
  ### Framework versions