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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k2_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: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k1_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k1_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8404
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- - Qwk: 0.5057
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- - Mse: 0.8404
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- - Rmse: 0.9167
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  ## Model description
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@@ -49,261 +49,281 @@ 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 | 0.3333 | 2 | 4.5524 | -0.0132 | 4.5524 | 2.1336 |
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- | No log | 0.6667 | 4 | 3.5235 | 0.0165 | 3.5235 | 1.8771 |
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- | No log | 1.0 | 6 | 1.7990 | 0.1273 | 1.7990 | 1.3413 |
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- | No log | 1.3333 | 8 | 1.2878 | 0.0651 | 1.2878 | 1.1348 |
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- | No log | 1.6667 | 10 | 1.1413 | 0.3258 | 1.1413 | 1.0683 |
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- | No log | 2.0 | 12 | 1.2046 | 0.1753 | 1.2046 | 1.0975 |
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- | No log | 2.3333 | 14 | 1.2226 | 0.0796 | 1.2226 | 1.1057 |
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- | No log | 2.6667 | 16 | 1.2065 | 0.1691 | 1.2065 | 1.0984 |
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- | No log | 3.0 | 18 | 1.2018 | 0.1792 | 1.2018 | 1.0963 |
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- | No log | 3.3333 | 20 | 1.2635 | 0.2492 | 1.2635 | 1.1240 |
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- | No log | 3.6667 | 22 | 1.1952 | 0.2049 | 1.1952 | 1.0932 |
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- | No log | 4.0 | 24 | 1.1400 | 0.2596 | 1.1400 | 1.0677 |
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- | No log | 4.3333 | 26 | 1.1218 | 0.3292 | 1.1218 | 1.0592 |
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- | No log | 4.6667 | 28 | 1.1095 | 0.3053 | 1.1095 | 1.0534 |
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- | No log | 5.0 | 30 | 1.3822 | 0.3845 | 1.3822 | 1.1757 |
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- | No log | 5.3333 | 32 | 1.5571 | 0.3384 | 1.5571 | 1.2478 |
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- | No log | 5.6667 | 34 | 1.2146 | 0.4142 | 1.2146 | 1.1021 |
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- | No log | 6.0 | 36 | 1.1047 | 0.4487 | 1.1047 | 1.0510 |
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- | No log | 6.3333 | 38 | 1.0749 | 0.4493 | 1.0749 | 1.0368 |
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- | No log | 6.6667 | 40 | 1.1195 | 0.3517 | 1.1195 | 1.0581 |
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- | No log | 7.0 | 42 | 1.6989 | 0.3334 | 1.6989 | 1.3034 |
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- | No log | 7.3333 | 44 | 1.6383 | 0.3334 | 1.6383 | 1.2800 |
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- | No log | 7.6667 | 46 | 1.0951 | 0.4203 | 1.0951 | 1.0465 |
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- | No log | 8.0 | 48 | 0.9710 | 0.4599 | 0.9710 | 0.9854 |
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- | No log | 8.3333 | 50 | 1.0557 | 0.5088 | 1.0557 | 1.0275 |
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- | No log | 8.6667 | 52 | 0.9166 | 0.5142 | 0.9166 | 0.9574 |
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- | No log | 9.0 | 54 | 1.1935 | 0.3590 | 1.1935 | 1.0925 |
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- | No log | 9.3333 | 56 | 1.4661 | 0.3550 | 1.4661 | 1.2108 |
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- | No log | 9.6667 | 58 | 1.2139 | 0.3590 | 1.2139 | 1.1018 |
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- | No log | 10.0 | 60 | 0.9279 | 0.5557 | 0.9279 | 0.9633 |
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- | No log | 10.3333 | 62 | 0.9348 | 0.4707 | 0.9348 | 0.9668 |
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- | No log | 10.6667 | 64 | 0.9525 | 0.5647 | 0.9525 | 0.9759 |
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- | No log | 11.0 | 66 | 1.1260 | 0.3204 | 1.1260 | 1.0611 |
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- | No log | 11.3333 | 68 | 1.2309 | 0.3110 | 1.2309 | 1.1094 |
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- | No log | 11.6667 | 70 | 1.0255 | 0.5090 | 1.0255 | 1.0127 |
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- | No log | 12.0 | 72 | 0.9942 | 0.4660 | 0.9942 | 0.9971 |
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- | No log | 12.3333 | 74 | 0.9997 | 0.4668 | 0.9997 | 0.9999 |
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- | No log | 12.6667 | 76 | 0.9682 | 0.5110 | 0.9682 | 0.9840 |
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- | No log | 13.0 | 78 | 1.2375 | 0.3306 | 1.2375 | 1.1124 |
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- | No log | 13.3333 | 80 | 1.3444 | 0.3372 | 1.3444 | 1.1595 |
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- | No log | 13.6667 | 82 | 1.1124 | 0.3665 | 1.1124 | 1.0547 |
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- | No log | 14.0 | 84 | 0.9372 | 0.5159 | 0.9372 | 0.9681 |
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- | No log | 14.3333 | 86 | 1.0618 | 0.4573 | 1.0618 | 1.0305 |
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- | No log | 14.6667 | 88 | 1.0966 | 0.4556 | 1.0966 | 1.0472 |
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- | No log | 15.0 | 90 | 0.9863 | 0.4783 | 0.9863 | 0.9931 |
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- | No log | 15.3333 | 92 | 1.0139 | 0.4994 | 1.0139 | 1.0069 |
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- | No log | 15.6667 | 94 | 1.2809 | 0.3234 | 1.2809 | 1.1318 |
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- | No log | 16.0 | 96 | 1.2312 | 0.3423 | 1.2312 | 1.1096 |
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- | No log | 16.3333 | 98 | 1.1606 | 0.4170 | 1.1606 | 1.0773 |
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- | No log | 16.6667 | 100 | 0.9992 | 0.5620 | 0.9992 | 0.9996 |
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- | No log | 17.0 | 102 | 0.9286 | 0.5198 | 0.9286 | 0.9636 |
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- | No log | 17.3333 | 104 | 0.8988 | 0.5376 | 0.8988 | 0.9480 |
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- | No log | 17.6667 | 106 | 0.8981 | 0.4613 | 0.8981 | 0.9477 |
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- | No log | 18.0 | 108 | 0.8686 | 0.5214 | 0.8686 | 0.9320 |
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- | No log | 18.3333 | 110 | 0.9392 | 0.5545 | 0.9392 | 0.9691 |
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- | No log | 18.6667 | 112 | 0.9289 | 0.5367 | 0.9289 | 0.9638 |
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- | No log | 19.0 | 114 | 0.8732 | 0.5249 | 0.8732 | 0.9344 |
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- | No log | 19.3333 | 116 | 0.8963 | 0.4853 | 0.8963 | 0.9467 |
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- | No log | 19.6667 | 118 | 0.9244 | 0.4741 | 0.9244 | 0.9615 |
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- | No log | 20.0 | 120 | 0.9632 | 0.4485 | 0.9632 | 0.9814 |
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- | No log | 20.3333 | 122 | 0.9811 | 0.4485 | 0.9811 | 0.9905 |
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- | No log | 20.6667 | 124 | 0.9560 | 0.4715 | 0.9560 | 0.9777 |
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- | No log | 21.0 | 126 | 0.9699 | 0.4723 | 0.9699 | 0.9849 |
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- | No log | 21.3333 | 128 | 0.9935 | 0.4732 | 0.9935 | 0.9968 |
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- | No log | 21.6667 | 130 | 0.9602 | 0.5283 | 0.9602 | 0.9799 |
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- | No log | 22.0 | 132 | 0.9393 | 0.5507 | 0.9393 | 0.9692 |
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- | No log | 22.3333 | 134 | 0.9606 | 0.4812 | 0.9606 | 0.9801 |
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- | No log | 22.6667 | 136 | 0.9344 | 0.5335 | 0.9344 | 0.9667 |
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- | No log | 23.0 | 138 | 0.9380 | 0.4727 | 0.9380 | 0.9685 |
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- | No log | 23.3333 | 140 | 0.9513 | 0.4472 | 0.9513 | 0.9753 |
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- | No log | 23.6667 | 142 | 0.9178 | 0.4812 | 0.9178 | 0.9580 |
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- | No log | 24.0 | 144 | 0.9148 | 0.5582 | 0.9148 | 0.9564 |
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- | No log | 24.3333 | 146 | 0.9723 | 0.5549 | 0.9723 | 0.9861 |
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- | No log | 24.6667 | 148 | 0.9850 | 0.5283 | 0.9850 | 0.9925 |
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- | No log | 25.0 | 150 | 0.9430 | 0.5311 | 0.9430 | 0.9711 |
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- | No log | 25.3333 | 152 | 0.9634 | 0.5116 | 0.9634 | 0.9815 |
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- | No log | 25.6667 | 154 | 0.9746 | 0.4969 | 0.9746 | 0.9872 |
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- | No log | 26.0 | 156 | 0.9677 | 0.4982 | 0.9677 | 0.9837 |
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- | No log | 26.3333 | 158 | 0.9545 | 0.4747 | 0.9545 | 0.9770 |
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- | No log | 26.6667 | 160 | 0.9327 | 0.4597 | 0.9327 | 0.9658 |
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- | No log | 27.0 | 162 | 0.9342 | 0.4236 | 0.9342 | 0.9665 |
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- | No log | 27.3333 | 164 | 0.9460 | 0.4236 | 0.9460 | 0.9726 |
134
- | No log | 27.6667 | 166 | 0.9194 | 0.4716 | 0.9194 | 0.9588 |
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- | No log | 28.0 | 168 | 0.9143 | 0.4767 | 0.9143 | 0.9562 |
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- | No log | 28.3333 | 170 | 0.9166 | 0.5009 | 0.9166 | 0.9574 |
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- | No log | 28.6667 | 172 | 0.9185 | 0.4716 | 0.9185 | 0.9584 |
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- | No log | 29.0 | 174 | 0.9519 | 0.5430 | 0.9519 | 0.9756 |
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- | No log | 29.3333 | 176 | 0.9286 | 0.4983 | 0.9286 | 0.9636 |
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- | No log | 29.6667 | 178 | 0.8910 | 0.4694 | 0.8910 | 0.9439 |
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- | No log | 30.0 | 180 | 0.8973 | 0.4846 | 0.8973 | 0.9473 |
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- | No log | 30.3333 | 182 | 0.9073 | 0.4846 | 0.9073 | 0.9525 |
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- | No log | 30.6667 | 184 | 0.9136 | 0.4864 | 0.9136 | 0.9558 |
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- | No log | 31.0 | 186 | 0.9305 | 0.4812 | 0.9305 | 0.9646 |
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- | No log | 31.3333 | 188 | 1.0298 | 0.5232 | 1.0298 | 1.0148 |
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- | No log | 31.6667 | 190 | 1.0114 | 0.5393 | 1.0114 | 1.0057 |
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- | No log | 32.0 | 192 | 0.9126 | 0.5706 | 0.9126 | 0.9553 |
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- | No log | 32.3333 | 194 | 0.8436 | 0.5036 | 0.8436 | 0.9185 |
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- | No log | 32.6667 | 196 | 0.8764 | 0.5283 | 0.8764 | 0.9362 |
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- | No log | 33.0 | 198 | 0.9034 | 0.4910 | 0.9034 | 0.9505 |
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- | No log | 33.3333 | 200 | 0.8591 | 0.5242 | 0.8591 | 0.9269 |
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- | No log | 33.6667 | 202 | 0.8438 | 0.5176 | 0.8438 | 0.9186 |
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- | No log | 34.0 | 204 | 0.8630 | 0.5186 | 0.8630 | 0.9290 |
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- | No log | 34.3333 | 206 | 0.8900 | 0.5010 | 0.8900 | 0.9434 |
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- | No log | 34.6667 | 208 | 0.9362 | 0.4404 | 0.9362 | 0.9676 |
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- | No log | 35.0 | 210 | 0.9267 | 0.4404 | 0.9267 | 0.9626 |
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- | No log | 35.3333 | 212 | 0.8629 | 0.4818 | 0.8629 | 0.9289 |
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- | No log | 35.6667 | 214 | 0.8407 | 0.4933 | 0.8407 | 0.9169 |
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- | No log | 36.0 | 216 | 0.8312 | 0.5044 | 0.8312 | 0.9117 |
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- | No log | 36.3333 | 218 | 0.8226 | 0.4637 | 0.8226 | 0.9070 |
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- | No log | 36.6667 | 220 | 0.8512 | 0.4454 | 0.8512 | 0.9226 |
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- | No log | 37.0 | 222 | 0.8569 | 0.4774 | 0.8569 | 0.9257 |
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- | No log | 37.3333 | 224 | 0.8632 | 0.5185 | 0.8632 | 0.9291 |
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- | No log | 37.6667 | 226 | 0.8456 | 0.5238 | 0.8456 | 0.9196 |
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- | No log | 38.0 | 228 | 0.8443 | 0.5231 | 0.8443 | 0.9189 |
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- | No log | 38.3333 | 230 | 0.8789 | 0.4843 | 0.8789 | 0.9375 |
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- | No log | 38.6667 | 232 | 0.8845 | 0.5132 | 0.8845 | 0.9405 |
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- | No log | 39.0 | 234 | 0.8540 | 0.5294 | 0.8540 | 0.9241 |
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- | No log | 39.3333 | 236 | 0.8414 | 0.4966 | 0.8414 | 0.9173 |
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- | No log | 39.6667 | 238 | 0.8549 | 0.4747 | 0.8549 | 0.9246 |
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- | No log | 40.0 | 240 | 0.8698 | 0.4747 | 0.8698 | 0.9326 |
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- | No log | 40.3333 | 242 | 0.8858 | 0.5023 | 0.8858 | 0.9412 |
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- | No log | 40.6667 | 244 | 0.8860 | 0.5023 | 0.8860 | 0.9413 |
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- | No log | 41.0 | 246 | 0.8906 | 0.4604 | 0.8906 | 0.9437 |
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- | No log | 41.3333 | 248 | 0.9311 | 0.5125 | 0.9311 | 0.9649 |
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- | No log | 41.6667 | 250 | 0.9432 | 0.5227 | 0.9432 | 0.9712 |
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- | No log | 42.0 | 252 | 0.9129 | 0.5042 | 0.9129 | 0.9555 |
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- | No log | 42.3333 | 254 | 0.8731 | 0.4572 | 0.8731 | 0.9344 |
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- | No log | 42.6667 | 256 | 0.8460 | 0.4920 | 0.8460 | 0.9198 |
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- | No log | 43.0 | 258 | 0.8410 | 0.4981 | 0.8410 | 0.9171 |
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- | No log | 43.3333 | 260 | 0.8416 | 0.4746 | 0.8416 | 0.9174 |
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- | No log | 43.6667 | 262 | 0.8503 | 0.4694 | 0.8503 | 0.9221 |
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- | No log | 44.0 | 264 | 0.9027 | 0.4449 | 0.9027 | 0.9501 |
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- | No log | 44.3333 | 266 | 0.9658 | 0.5532 | 0.9658 | 0.9827 |
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- | No log | 44.6667 | 268 | 0.9736 | 0.5412 | 0.9736 | 0.9867 |
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- | No log | 45.0 | 270 | 0.9075 | 0.4444 | 0.9075 | 0.9526 |
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- | No log | 45.3333 | 272 | 0.8508 | 0.4846 | 0.8508 | 0.9224 |
188
- | No log | 45.6667 | 274 | 0.8561 | 0.5621 | 0.8561 | 0.9252 |
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- | No log | 46.0 | 276 | 0.8584 | 0.5532 | 0.8584 | 0.9265 |
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- | No log | 46.3333 | 278 | 0.8426 | 0.5408 | 0.8426 | 0.9180 |
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- | No log | 46.6667 | 280 | 0.8505 | 0.4572 | 0.8505 | 0.9222 |
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- | No log | 47.0 | 282 | 0.8500 | 0.4796 | 0.8500 | 0.9220 |
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- | No log | 47.3333 | 284 | 0.8412 | 0.4704 | 0.8412 | 0.9171 |
194
- | No log | 47.6667 | 286 | 0.8441 | 0.5738 | 0.8441 | 0.9187 |
195
- | No log | 48.0 | 288 | 0.9029 | 0.4723 | 0.9029 | 0.9502 |
196
- | No log | 48.3333 | 290 | 0.9091 | 0.4752 | 0.9091 | 0.9535 |
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- | No log | 48.6667 | 292 | 0.8705 | 0.4703 | 0.8705 | 0.9330 |
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- | No log | 49.0 | 294 | 0.8406 | 0.5738 | 0.8406 | 0.9168 |
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- | No log | 49.3333 | 296 | 0.8377 | 0.5408 | 0.8377 | 0.9152 |
200
- | No log | 49.6667 | 298 | 0.8300 | 0.5408 | 0.8300 | 0.9110 |
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- | No log | 50.0 | 300 | 0.8240 | 0.5528 | 0.8240 | 0.9078 |
202
- | No log | 50.3333 | 302 | 0.8172 | 0.5408 | 0.8172 | 0.9040 |
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- | No log | 50.6667 | 304 | 0.8144 | 0.5408 | 0.8144 | 0.9024 |
204
- | No log | 51.0 | 306 | 0.8207 | 0.5408 | 0.8207 | 0.9059 |
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- | No log | 51.3333 | 308 | 0.8381 | 0.5439 | 0.8381 | 0.9155 |
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- | No log | 51.6667 | 310 | 0.8850 | 0.5507 | 0.8850 | 0.9407 |
207
- | No log | 52.0 | 312 | 0.8965 | 0.5428 | 0.8965 | 0.9468 |
208
- | No log | 52.3333 | 314 | 0.9023 | 0.5228 | 0.9023 | 0.9499 |
209
- | No log | 52.6667 | 316 | 0.8588 | 0.5825 | 0.8588 | 0.9267 |
210
- | No log | 53.0 | 318 | 0.8086 | 0.5621 | 0.8086 | 0.8992 |
211
- | No log | 53.3333 | 320 | 0.7987 | 0.5287 | 0.7987 | 0.8937 |
212
- | No log | 53.6667 | 322 | 0.8528 | 0.4449 | 0.8528 | 0.9235 |
213
- | No log | 54.0 | 324 | 0.9083 | 0.4201 | 0.9083 | 0.9530 |
214
- | No log | 54.3333 | 326 | 0.9098 | 0.4111 | 0.9098 | 0.9538 |
215
- | No log | 54.6667 | 328 | 0.8651 | 0.4672 | 0.8651 | 0.9301 |
216
- | No log | 55.0 | 330 | 0.8333 | 0.5287 | 0.8333 | 0.9128 |
217
- | No log | 55.3333 | 332 | 0.8204 | 0.5408 | 0.8204 | 0.9057 |
218
- | No log | 55.6667 | 334 | 0.8250 | 0.5408 | 0.8250 | 0.9083 |
219
- | No log | 56.0 | 336 | 0.8277 | 0.5408 | 0.8277 | 0.9098 |
220
- | No log | 56.3333 | 338 | 0.8342 | 0.5287 | 0.8342 | 0.9133 |
221
- | No log | 56.6667 | 340 | 0.8304 | 0.5391 | 0.8304 | 0.9113 |
222
- | No log | 57.0 | 342 | 0.8165 | 0.5391 | 0.8165 | 0.9036 |
223
- | No log | 57.3333 | 344 | 0.7966 | 0.5621 | 0.7966 | 0.8925 |
224
- | No log | 57.6667 | 346 | 0.7816 | 0.5621 | 0.7816 | 0.8841 |
225
- | No log | 58.0 | 348 | 0.7715 | 0.5057 | 0.7715 | 0.8783 |
226
- | No log | 58.3333 | 350 | 0.7739 | 0.4694 | 0.7739 | 0.8797 |
227
- | No log | 58.6667 | 352 | 0.7724 | 0.5043 | 0.7724 | 0.8789 |
228
- | No log | 59.0 | 354 | 0.7717 | 0.5107 | 0.7717 | 0.8785 |
229
- | No log | 59.3333 | 356 | 0.7773 | 0.5381 | 0.7773 | 0.8816 |
230
- | No log | 59.6667 | 358 | 0.7748 | 0.5233 | 0.7748 | 0.8802 |
231
- | No log | 60.0 | 360 | 0.7740 | 0.5287 | 0.7740 | 0.8798 |
232
- | No log | 60.3333 | 362 | 0.7943 | 0.5028 | 0.7943 | 0.8912 |
233
- | No log | 60.6667 | 364 | 0.8466 | 0.5359 | 0.8466 | 0.9201 |
234
- | No log | 61.0 | 366 | 0.8800 | 0.5290 | 0.8800 | 0.9381 |
235
- | No log | 61.3333 | 368 | 0.8764 | 0.5041 | 0.8764 | 0.9362 |
236
- | No log | 61.6667 | 370 | 0.8485 | 0.4816 | 0.8485 | 0.9211 |
237
- | No log | 62.0 | 372 | 0.8209 | 0.5176 | 0.8209 | 0.9060 |
238
- | No log | 62.3333 | 374 | 0.8182 | 0.5528 | 0.8182 | 0.9046 |
239
- | No log | 62.6667 | 376 | 0.8207 | 0.5528 | 0.8207 | 0.9059 |
240
- | No log | 63.0 | 378 | 0.8155 | 0.5176 | 0.8155 | 0.9031 |
241
- | No log | 63.3333 | 380 | 0.8133 | 0.5057 | 0.8133 | 0.9018 |
242
- | No log | 63.6667 | 382 | 0.8086 | 0.5057 | 0.8086 | 0.8992 |
243
- | No log | 64.0 | 384 | 0.8077 | 0.5275 | 0.8077 | 0.8987 |
244
- | No log | 64.3333 | 386 | 0.7994 | 0.5391 | 0.7994 | 0.8941 |
245
- | No log | 64.6667 | 388 | 0.7977 | 0.5621 | 0.7977 | 0.8932 |
246
- | No log | 65.0 | 390 | 0.8109 | 0.5791 | 0.8109 | 0.9005 |
247
- | No log | 65.3333 | 392 | 0.8205 | 0.5443 | 0.8205 | 0.9058 |
248
- | No log | 65.6667 | 394 | 0.8125 | 0.5089 | 0.8125 | 0.9014 |
249
- | No log | 66.0 | 396 | 0.8028 | 0.5458 | 0.8028 | 0.8960 |
250
- | No log | 66.3333 | 398 | 0.8001 | 0.5408 | 0.8001 | 0.8945 |
251
- | No log | 66.6667 | 400 | 0.8159 | 0.5057 | 0.8159 | 0.9033 |
252
- | No log | 67.0 | 402 | 0.8381 | 0.4685 | 0.8381 | 0.9155 |
253
- | No log | 67.3333 | 404 | 0.8651 | 0.4565 | 0.8651 | 0.9301 |
254
- | No log | 67.6667 | 406 | 0.8703 | 0.4565 | 0.8703 | 0.9329 |
255
- | No log | 68.0 | 408 | 0.8610 | 0.4685 | 0.8610 | 0.9279 |
256
- | No log | 68.3333 | 410 | 0.8411 | 0.5057 | 0.8411 | 0.9171 |
257
- | No log | 68.6667 | 412 | 0.8264 | 0.5057 | 0.8264 | 0.9091 |
258
- | No log | 69.0 | 414 | 0.8202 | 0.5057 | 0.8202 | 0.9057 |
259
- | No log | 69.3333 | 416 | 0.8154 | 0.5287 | 0.8154 | 0.9030 |
260
- | No log | 69.6667 | 418 | 0.8125 | 0.5287 | 0.8125 | 0.9014 |
261
- | No log | 70.0 | 420 | 0.8157 | 0.5287 | 0.8157 | 0.9032 |
262
- | No log | 70.3333 | 422 | 0.8222 | 0.5057 | 0.8222 | 0.9067 |
263
- | No log | 70.6667 | 424 | 0.8288 | 0.5057 | 0.8288 | 0.9104 |
264
- | No log | 71.0 | 426 | 0.8338 | 0.5057 | 0.8338 | 0.9131 |
265
- | No log | 71.3333 | 428 | 0.8369 | 0.5176 | 0.8369 | 0.9148 |
266
- | No log | 71.6667 | 430 | 0.8449 | 0.5057 | 0.8449 | 0.9192 |
267
- | No log | 72.0 | 432 | 0.8459 | 0.5057 | 0.8459 | 0.9197 |
268
- | No log | 72.3333 | 434 | 0.8417 | 0.5176 | 0.8417 | 0.9175 |
269
- | No log | 72.6667 | 436 | 0.8405 | 0.5176 | 0.8405 | 0.9168 |
270
- | No log | 73.0 | 438 | 0.8469 | 0.5596 | 0.8469 | 0.9202 |
271
- | No log | 73.3333 | 440 | 0.8507 | 0.5422 | 0.8507 | 0.9223 |
272
- | No log | 73.6667 | 442 | 0.8466 | 0.5391 | 0.8466 | 0.9201 |
273
- | No log | 74.0 | 444 | 0.8414 | 0.5176 | 0.8414 | 0.9173 |
274
- | No log | 74.3333 | 446 | 0.8431 | 0.5176 | 0.8431 | 0.9182 |
275
- | No log | 74.6667 | 448 | 0.8520 | 0.4937 | 0.8520 | 0.9230 |
276
- | No log | 75.0 | 450 | 0.8550 | 0.4937 | 0.8550 | 0.9247 |
277
- | No log | 75.3333 | 452 | 0.8525 | 0.5176 | 0.8525 | 0.9233 |
278
- | No log | 75.6667 | 454 | 0.8508 | 0.5176 | 0.8508 | 0.9224 |
279
- | No log | 76.0 | 456 | 0.8471 | 0.5176 | 0.8471 | 0.9204 |
280
- | No log | 76.3333 | 458 | 0.8430 | 0.5176 | 0.8430 | 0.9182 |
281
- | No log | 76.6667 | 460 | 0.8402 | 0.5176 | 0.8402 | 0.9166 |
282
- | No log | 77.0 | 462 | 0.8343 | 0.5176 | 0.8343 | 0.9134 |
283
- | No log | 77.3333 | 464 | 0.8298 | 0.5176 | 0.8298 | 0.9109 |
284
- | No log | 77.6667 | 466 | 0.8257 | 0.5176 | 0.8257 | 0.9087 |
285
- | No log | 78.0 | 468 | 0.8210 | 0.5176 | 0.8210 | 0.9061 |
286
- | No log | 78.3333 | 470 | 0.8174 | 0.5408 | 0.8174 | 0.9041 |
287
- | No log | 78.6667 | 472 | 0.8159 | 0.5408 | 0.8159 | 0.9033 |
288
- | No log | 79.0 | 474 | 0.8172 | 0.5408 | 0.8172 | 0.9040 |
289
- | No log | 79.3333 | 476 | 0.8164 | 0.5408 | 0.8164 | 0.9035 |
290
- | No log | 79.6667 | 478 | 0.8160 | 0.5408 | 0.8160 | 0.9033 |
291
- | No log | 80.0 | 480 | 0.8173 | 0.5287 | 0.8173 | 0.9041 |
292
- | No log | 80.3333 | 482 | 0.8215 | 0.4816 | 0.8215 | 0.9064 |
293
- | No log | 80.6667 | 484 | 0.8247 | 0.4816 | 0.8247 | 0.9081 |
294
- | No log | 81.0 | 486 | 0.8250 | 0.4816 | 0.8250 | 0.9083 |
295
- | No log | 81.3333 | 488 | 0.8281 | 0.4816 | 0.8281 | 0.9100 |
296
- | No log | 81.6667 | 490 | 0.8296 | 0.5057 | 0.8296 | 0.9108 |
297
- | No log | 82.0 | 492 | 0.8301 | 0.5057 | 0.8301 | 0.9111 |
298
- | No log | 82.3333 | 494 | 0.8297 | 0.5176 | 0.8297 | 0.9109 |
299
- | No log | 82.6667 | 496 | 0.8324 | 0.5176 | 0.8324 | 0.9123 |
300
- | No log | 83.0 | 498 | 0.8357 | 0.5176 | 0.8357 | 0.9142 |
301
- | 0.2041 | 83.3333 | 500 | 0.8380 | 0.5176 | 0.8380 | 0.9154 |
302
- | 0.2041 | 83.6667 | 502 | 0.8407 | 0.5176 | 0.8407 | 0.9169 |
303
- | 0.2041 | 84.0 | 504 | 0.8398 | 0.5176 | 0.8398 | 0.9164 |
304
- | 0.2041 | 84.3333 | 506 | 0.8376 | 0.5176 | 0.8376 | 0.9152 |
305
- | 0.2041 | 84.6667 | 508 | 0.8376 | 0.5176 | 0.8376 | 0.9152 |
306
- | 0.2041 | 85.0 | 510 | 0.8404 | 0.5057 | 0.8404 | 0.9167 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k2_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k2_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: 0.7129
19
+ - Qwk: 0.4846
20
+ - Mse: 0.7129
21
+ - Rmse: 0.8443
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1667 | 2 | 4.5738 | 0.0042 | 4.5738 | 2.1386 |
53
+ | No log | 0.3333 | 4 | 2.6516 | 0.0226 | 2.6516 | 1.6284 |
54
+ | No log | 0.5 | 6 | 1.5934 | 0.0504 | 1.5934 | 1.2623 |
55
+ | No log | 0.6667 | 8 | 1.3205 | -0.0480 | 1.3205 | 1.1491 |
56
+ | No log | 0.8333 | 10 | 1.1874 | 0.1314 | 1.1874 | 1.0897 |
57
+ | No log | 1.0 | 12 | 1.2210 | 0.1585 | 1.2210 | 1.1050 |
58
+ | No log | 1.1667 | 14 | 1.2988 | 0.0532 | 1.2988 | 1.1397 |
59
+ | No log | 1.3333 | 16 | 1.2651 | 0.1793 | 1.2651 | 1.1248 |
60
+ | No log | 1.5 | 18 | 1.2810 | 0.0731 | 1.2810 | 1.1318 |
61
+ | No log | 1.6667 | 20 | 1.2866 | 0.0984 | 1.2866 | 1.1343 |
62
+ | No log | 1.8333 | 22 | 1.3124 | 0.0275 | 1.3124 | 1.1456 |
63
+ | No log | 2.0 | 24 | 1.1180 | 0.3145 | 1.1180 | 1.0573 |
64
+ | No log | 2.1667 | 26 | 1.0805 | 0.2336 | 1.0805 | 1.0395 |
65
+ | No log | 2.3333 | 28 | 1.0652 | 0.3734 | 1.0652 | 1.0321 |
66
+ | No log | 2.5 | 30 | 1.2279 | 0.1460 | 1.2279 | 1.1081 |
67
+ | No log | 2.6667 | 32 | 1.2595 | 0.1875 | 1.2595 | 1.1223 |
68
+ | No log | 2.8333 | 34 | 1.0734 | 0.2679 | 1.0734 | 1.0361 |
69
+ | No log | 3.0 | 36 | 1.3543 | 0.3570 | 1.3543 | 1.1637 |
70
+ | No log | 3.1667 | 38 | 1.5064 | 0.3134 | 1.5064 | 1.2274 |
71
+ | No log | 3.3333 | 40 | 1.1489 | 0.2959 | 1.1489 | 1.0719 |
72
+ | No log | 3.5 | 42 | 1.2058 | 0.3131 | 1.2058 | 1.0981 |
73
+ | No log | 3.6667 | 44 | 1.5414 | 0.2962 | 1.5414 | 1.2415 |
74
+ | No log | 3.8333 | 46 | 1.3787 | 0.2944 | 1.3787 | 1.1742 |
75
+ | No log | 4.0 | 48 | 1.0455 | 0.4035 | 1.0455 | 1.0225 |
76
+ | No log | 4.1667 | 50 | 1.0173 | 0.4493 | 1.0173 | 1.0086 |
77
+ | No log | 4.3333 | 52 | 1.0173 | 0.4569 | 1.0173 | 1.0086 |
78
+ | No log | 4.5 | 54 | 0.9711 | 0.4898 | 0.9711 | 0.9854 |
79
+ | No log | 4.6667 | 56 | 0.9573 | 0.5391 | 0.9573 | 0.9784 |
80
+ | No log | 4.8333 | 58 | 1.0068 | 0.4040 | 1.0068 | 1.0034 |
81
+ | No log | 5.0 | 60 | 1.0767 | 0.3361 | 1.0767 | 1.0376 |
82
+ | No log | 5.1667 | 62 | 1.0661 | 0.3570 | 1.0661 | 1.0325 |
83
+ | No log | 5.3333 | 64 | 0.9877 | 0.4411 | 0.9877 | 0.9938 |
84
+ | No log | 5.5 | 66 | 0.9382 | 0.5316 | 0.9382 | 0.9686 |
85
+ | No log | 5.6667 | 68 | 0.9546 | 0.4643 | 0.9546 | 0.9770 |
86
+ | No log | 5.8333 | 70 | 0.9942 | 0.4809 | 0.9942 | 0.9971 |
87
+ | No log | 6.0 | 72 | 1.0088 | 0.5050 | 1.0088 | 1.0044 |
88
+ | No log | 6.1667 | 74 | 1.1518 | 0.3767 | 1.1518 | 1.0732 |
89
+ | No log | 6.3333 | 76 | 1.1131 | 0.4012 | 1.1131 | 1.0551 |
90
+ | No log | 6.5 | 78 | 0.9589 | 0.5257 | 0.9589 | 0.9793 |
91
+ | No log | 6.6667 | 80 | 0.9335 | 0.4643 | 0.9335 | 0.9662 |
92
+ | No log | 6.8333 | 82 | 0.9971 | 0.4661 | 0.9971 | 0.9985 |
93
+ | No log | 7.0 | 84 | 0.9871 | 0.4475 | 0.9871 | 0.9935 |
94
+ | No log | 7.1667 | 86 | 0.9072 | 0.4582 | 0.9072 | 0.9525 |
95
+ | No log | 7.3333 | 88 | 1.0474 | 0.5029 | 1.0474 | 1.0234 |
96
+ | No log | 7.5 | 90 | 1.1935 | 0.4736 | 1.1935 | 1.0925 |
97
+ | No log | 7.6667 | 92 | 1.1196 | 0.4554 | 1.1196 | 1.0581 |
98
+ | No log | 7.8333 | 94 | 0.9253 | 0.5335 | 0.9253 | 0.9619 |
99
+ | No log | 8.0 | 96 | 0.9460 | 0.4847 | 0.9460 | 0.9726 |
100
+ | No log | 8.1667 | 98 | 0.9632 | 0.4567 | 0.9632 | 0.9815 |
101
+ | No log | 8.3333 | 100 | 0.9374 | 0.4996 | 0.9374 | 0.9682 |
102
+ | No log | 8.5 | 102 | 0.9531 | 0.4505 | 0.9531 | 0.9763 |
103
+ | No log | 8.6667 | 104 | 0.9574 | 0.4731 | 0.9574 | 0.9785 |
104
+ | No log | 8.8333 | 106 | 1.0202 | 0.4594 | 1.0202 | 1.0101 |
105
+ | No log | 9.0 | 108 | 1.1479 | 0.4318 | 1.1479 | 1.0714 |
106
+ | No log | 9.1667 | 110 | 1.0756 | 0.3615 | 1.0756 | 1.0371 |
107
+ | No log | 9.3333 | 112 | 0.9670 | 0.4026 | 0.9670 | 0.9834 |
108
+ | No log | 9.5 | 114 | 0.9799 | 0.5067 | 0.9799 | 0.9899 |
109
+ | No log | 9.6667 | 116 | 1.0379 | 0.5102 | 1.0379 | 1.0188 |
110
+ | No log | 9.8333 | 118 | 1.0578 | 0.4378 | 1.0578 | 1.0285 |
111
+ | No log | 10.0 | 120 | 1.1015 | 0.4601 | 1.1015 | 1.0495 |
112
+ | No log | 10.1667 | 122 | 1.0661 | 0.4378 | 1.0661 | 1.0325 |
113
+ | No log | 10.3333 | 124 | 0.9738 | 0.5148 | 0.9738 | 0.9868 |
114
+ | No log | 10.5 | 126 | 0.9338 | 0.4767 | 0.9338 | 0.9664 |
115
+ | No log | 10.6667 | 128 | 0.9280 | 0.5276 | 0.9280 | 0.9633 |
116
+ | No log | 10.8333 | 130 | 0.9426 | 0.5412 | 0.9426 | 0.9709 |
117
+ | No log | 11.0 | 132 | 0.8675 | 0.5268 | 0.8675 | 0.9314 |
118
+ | No log | 11.1667 | 134 | 0.8538 | 0.4273 | 0.8538 | 0.9240 |
119
+ | No log | 11.3333 | 136 | 0.8918 | 0.4833 | 0.8918 | 0.9444 |
120
+ | No log | 11.5 | 138 | 0.8616 | 0.4918 | 0.8616 | 0.9282 |
121
+ | No log | 11.6667 | 140 | 0.8226 | 0.5163 | 0.8226 | 0.9070 |
122
+ | No log | 11.8333 | 142 | 0.8763 | 0.6135 | 0.8763 | 0.9361 |
123
+ | No log | 12.0 | 144 | 0.9147 | 0.6085 | 0.9147 | 0.9564 |
124
+ | No log | 12.1667 | 146 | 0.9416 | 0.5560 | 0.9416 | 0.9704 |
125
+ | No log | 12.3333 | 148 | 0.7914 | 0.6157 | 0.7914 | 0.8896 |
126
+ | No log | 12.5 | 150 | 0.7575 | 0.5302 | 0.7575 | 0.8703 |
127
+ | No log | 12.6667 | 152 | 0.8597 | 0.5614 | 0.8597 | 0.9272 |
128
+ | No log | 12.8333 | 154 | 0.8815 | 0.5297 | 0.8815 | 0.9389 |
129
+ | No log | 13.0 | 156 | 0.8288 | 0.5014 | 0.8288 | 0.9104 |
130
+ | No log | 13.1667 | 158 | 0.7541 | 0.5835 | 0.7541 | 0.8684 |
131
+ | No log | 13.3333 | 160 | 0.7379 | 0.6084 | 0.7379 | 0.8590 |
132
+ | No log | 13.5 | 162 | 0.7158 | 0.5872 | 0.7158 | 0.8460 |
133
+ | No log | 13.6667 | 164 | 0.7282 | 0.6534 | 0.7282 | 0.8533 |
134
+ | No log | 13.8333 | 166 | 0.7259 | 0.5954 | 0.7259 | 0.8520 |
135
+ | No log | 14.0 | 168 | 0.6829 | 0.6356 | 0.6829 | 0.8264 |
136
+ | No log | 14.1667 | 170 | 0.6948 | 0.6486 | 0.6948 | 0.8336 |
137
+ | No log | 14.3333 | 172 | 0.7157 | 0.5571 | 0.7157 | 0.8460 |
138
+ | No log | 14.5 | 174 | 0.7202 | 0.4792 | 0.7202 | 0.8487 |
139
+ | No log | 14.6667 | 176 | 0.7554 | 0.4703 | 0.7554 | 0.8691 |
140
+ | No log | 14.8333 | 178 | 0.7210 | 0.5497 | 0.7210 | 0.8491 |
141
+ | No log | 15.0 | 180 | 0.6909 | 0.6129 | 0.6909 | 0.8312 |
142
+ | No log | 15.1667 | 182 | 0.7114 | 0.5370 | 0.7114 | 0.8434 |
143
+ | No log | 15.3333 | 184 | 0.7373 | 0.5789 | 0.7373 | 0.8587 |
144
+ | No log | 15.5 | 186 | 0.7708 | 0.5789 | 0.7708 | 0.8780 |
145
+ | No log | 15.6667 | 188 | 0.8071 | 0.6337 | 0.8071 | 0.8984 |
146
+ | No log | 15.8333 | 190 | 0.8637 | 0.6059 | 0.8637 | 0.9294 |
147
+ | No log | 16.0 | 192 | 0.7930 | 0.5853 | 0.7930 | 0.8905 |
148
+ | No log | 16.1667 | 194 | 0.7486 | 0.5889 | 0.7486 | 0.8652 |
149
+ | No log | 16.3333 | 196 | 0.8699 | 0.6423 | 0.8699 | 0.9327 |
150
+ | No log | 16.5 | 198 | 0.8946 | 0.6085 | 0.8946 | 0.9458 |
151
+ | No log | 16.6667 | 200 | 0.7960 | 0.5557 | 0.7960 | 0.8922 |
152
+ | No log | 16.8333 | 202 | 0.8051 | 0.4540 | 0.8051 | 0.8973 |
153
+ | No log | 17.0 | 204 | 0.8766 | 0.4463 | 0.8766 | 0.9363 |
154
+ | No log | 17.1667 | 206 | 0.9336 | 0.4641 | 0.9336 | 0.9662 |
155
+ | No log | 17.3333 | 208 | 0.9064 | 0.5348 | 0.9064 | 0.9521 |
156
+ | No log | 17.5 | 210 | 0.8108 | 0.5086 | 0.8108 | 0.9005 |
157
+ | No log | 17.6667 | 212 | 0.7652 | 0.5645 | 0.7652 | 0.8747 |
158
+ | No log | 17.8333 | 214 | 0.7691 | 0.5645 | 0.7691 | 0.8770 |
159
+ | No log | 18.0 | 216 | 0.7524 | 0.5645 | 0.7524 | 0.8674 |
160
+ | No log | 18.1667 | 218 | 0.7571 | 0.5671 | 0.7571 | 0.8701 |
161
+ | No log | 18.3333 | 220 | 0.7583 | 0.5242 | 0.7583 | 0.8708 |
162
+ | No log | 18.5 | 222 | 0.7791 | 0.4553 | 0.7791 | 0.8827 |
163
+ | No log | 18.6667 | 224 | 0.8174 | 0.4386 | 0.8174 | 0.9041 |
164
+ | No log | 18.8333 | 226 | 0.7979 | 0.4722 | 0.7979 | 0.8933 |
165
+ | No log | 19.0 | 228 | 0.7480 | 0.4937 | 0.7480 | 0.8649 |
166
+ | No log | 19.1667 | 230 | 0.7303 | 0.5582 | 0.7303 | 0.8546 |
167
+ | No log | 19.3333 | 232 | 0.7223 | 0.5838 | 0.7223 | 0.8499 |
168
+ | No log | 19.5 | 234 | 0.7068 | 0.6086 | 0.7068 | 0.8407 |
169
+ | No log | 19.6667 | 236 | 0.7148 | 0.6191 | 0.7148 | 0.8454 |
170
+ | No log | 19.8333 | 238 | 0.7331 | 0.5588 | 0.7331 | 0.8562 |
171
+ | No log | 20.0 | 240 | 0.7250 | 0.5846 | 0.7250 | 0.8515 |
172
+ | No log | 20.1667 | 242 | 0.7540 | 0.5838 | 0.7540 | 0.8683 |
173
+ | No log | 20.3333 | 244 | 0.7735 | 0.5838 | 0.7735 | 0.8795 |
174
+ | No log | 20.5 | 246 | 0.7568 | 0.5838 | 0.7568 | 0.8700 |
175
+ | No log | 20.6667 | 248 | 0.7279 | 0.5937 | 0.7279 | 0.8532 |
176
+ | No log | 20.8333 | 250 | 0.7393 | 0.5783 | 0.7393 | 0.8598 |
177
+ | No log | 21.0 | 252 | 0.7450 | 0.5674 | 0.7450 | 0.8631 |
178
+ | No log | 21.1667 | 254 | 0.7353 | 0.5432 | 0.7353 | 0.8575 |
179
+ | No log | 21.3333 | 256 | 0.7385 | 0.5746 | 0.7385 | 0.8594 |
180
+ | No log | 21.5 | 258 | 0.7562 | 0.5783 | 0.7562 | 0.8696 |
181
+ | No log | 21.6667 | 260 | 0.8017 | 0.5721 | 0.8017 | 0.8954 |
182
+ | No log | 21.8333 | 262 | 0.7940 | 0.5866 | 0.7940 | 0.8911 |
183
+ | No log | 22.0 | 264 | 0.7806 | 0.5401 | 0.7806 | 0.8835 |
184
+ | No log | 22.1667 | 266 | 0.8024 | 0.5503 | 0.8024 | 0.8958 |
185
+ | No log | 22.3333 | 268 | 0.8055 | 0.5416 | 0.8055 | 0.8975 |
186
+ | No log | 22.5 | 270 | 0.7699 | 0.5462 | 0.7699 | 0.8774 |
187
+ | No log | 22.6667 | 272 | 0.7811 | 0.5397 | 0.7811 | 0.8838 |
188
+ | No log | 22.8333 | 274 | 0.7691 | 0.5607 | 0.7691 | 0.8770 |
189
+ | No log | 23.0 | 276 | 0.7510 | 0.5397 | 0.7510 | 0.8666 |
190
+ | No log | 23.1667 | 278 | 0.7433 | 0.5693 | 0.7433 | 0.8621 |
191
+ | No log | 23.3333 | 280 | 0.7584 | 0.5810 | 0.7584 | 0.8709 |
192
+ | No log | 23.5 | 282 | 0.7404 | 0.5902 | 0.7404 | 0.8605 |
193
+ | No log | 23.6667 | 284 | 0.7656 | 0.6023 | 0.7656 | 0.8750 |
194
+ | No log | 23.8333 | 286 | 0.8507 | 0.5893 | 0.8507 | 0.9223 |
195
+ | No log | 24.0 | 288 | 0.8589 | 0.5920 | 0.8589 | 0.9268 |
196
+ | No log | 24.1667 | 290 | 0.7785 | 0.5861 | 0.7785 | 0.8823 |
197
+ | No log | 24.3333 | 292 | 0.7456 | 0.4968 | 0.7456 | 0.8635 |
198
+ | No log | 24.5 | 294 | 0.7985 | 0.4764 | 0.7985 | 0.8936 |
199
+ | No log | 24.6667 | 296 | 0.8261 | 0.5405 | 0.8261 | 0.9089 |
200
+ | No log | 24.8333 | 298 | 0.8043 | 0.4764 | 0.8043 | 0.8968 |
201
+ | No log | 25.0 | 300 | 0.7709 | 0.4737 | 0.7709 | 0.8780 |
202
+ | No log | 25.1667 | 302 | 0.7648 | 0.4747 | 0.7648 | 0.8745 |
203
+ | No log | 25.3333 | 304 | 0.7681 | 0.4898 | 0.7681 | 0.8764 |
204
+ | No log | 25.5 | 306 | 0.7655 | 0.5010 | 0.7655 | 0.8749 |
205
+ | No log | 25.6667 | 308 | 0.7927 | 0.5083 | 0.7927 | 0.8904 |
206
+ | No log | 25.8333 | 310 | 0.8591 | 0.6151 | 0.8591 | 0.9269 |
207
+ | No log | 26.0 | 312 | 0.8698 | 0.6427 | 0.8698 | 0.9326 |
208
+ | No log | 26.1667 | 314 | 0.8287 | 0.5683 | 0.8287 | 0.9103 |
209
+ | No log | 26.3333 | 316 | 0.7751 | 0.5083 | 0.7751 | 0.8804 |
210
+ | No log | 26.5 | 318 | 0.7600 | 0.4841 | 0.7600 | 0.8718 |
211
+ | No log | 26.6667 | 320 | 0.7605 | 0.5422 | 0.7605 | 0.8721 |
212
+ | No log | 26.8333 | 322 | 0.7704 | 0.5094 | 0.7704 | 0.8777 |
213
+ | No log | 27.0 | 324 | 0.7899 | 0.5094 | 0.7899 | 0.8888 |
214
+ | No log | 27.1667 | 326 | 0.7904 | 0.5094 | 0.7904 | 0.8890 |
215
+ | No log | 27.3333 | 328 | 0.7849 | 0.4816 | 0.7849 | 0.8860 |
216
+ | No log | 27.5 | 330 | 0.7718 | 0.4828 | 0.7718 | 0.8785 |
217
+ | No log | 27.6667 | 332 | 0.7691 | 0.4816 | 0.7691 | 0.8770 |
218
+ | No log | 27.8333 | 334 | 0.7782 | 0.4794 | 0.7782 | 0.8822 |
219
+ | No log | 28.0 | 336 | 0.7606 | 0.5202 | 0.7606 | 0.8721 |
220
+ | No log | 28.1667 | 338 | 0.7520 | 0.5498 | 0.7520 | 0.8672 |
221
+ | No log | 28.3333 | 340 | 0.7443 | 0.5385 | 0.7443 | 0.8627 |
222
+ | No log | 28.5 | 342 | 0.7356 | 0.5498 | 0.7356 | 0.8577 |
223
+ | No log | 28.6667 | 344 | 0.7330 | 0.5202 | 0.7330 | 0.8562 |
224
+ | No log | 28.8333 | 346 | 0.7243 | 0.5749 | 0.7243 | 0.8511 |
225
+ | No log | 29.0 | 348 | 0.7259 | 0.6077 | 0.7259 | 0.8520 |
226
+ | No log | 29.1667 | 350 | 0.7386 | 0.6182 | 0.7386 | 0.8594 |
227
+ | No log | 29.3333 | 352 | 0.7428 | 0.6334 | 0.7428 | 0.8618 |
228
+ | No log | 29.5 | 354 | 0.7410 | 0.5958 | 0.7410 | 0.8608 |
229
+ | No log | 29.6667 | 356 | 0.7717 | 0.5249 | 0.7717 | 0.8785 |
230
+ | No log | 29.8333 | 358 | 0.8013 | 0.5361 | 0.8013 | 0.8952 |
231
+ | No log | 30.0 | 360 | 0.7924 | 0.5249 | 0.7924 | 0.8902 |
232
+ | No log | 30.1667 | 362 | 0.7916 | 0.4816 | 0.7916 | 0.8897 |
233
+ | No log | 30.3333 | 364 | 0.8222 | 0.5202 | 0.8222 | 0.9067 |
234
+ | No log | 30.5 | 366 | 0.8410 | 0.6100 | 0.8410 | 0.9171 |
235
+ | No log | 30.6667 | 368 | 0.8266 | 0.6068 | 0.8266 | 0.9092 |
236
+ | No log | 30.8333 | 370 | 0.7738 | 0.5674 | 0.7738 | 0.8797 |
237
+ | No log | 31.0 | 372 | 0.7451 | 0.4966 | 0.7451 | 0.8632 |
238
+ | No log | 31.1667 | 374 | 0.7760 | 0.5646 | 0.7760 | 0.8809 |
239
+ | No log | 31.3333 | 376 | 0.8133 | 0.5671 | 0.8133 | 0.9018 |
240
+ | No log | 31.5 | 378 | 0.8492 | 0.5864 | 0.8492 | 0.9215 |
241
+ | No log | 31.6667 | 380 | 0.8324 | 0.5633 | 0.8324 | 0.9123 |
242
+ | No log | 31.8333 | 382 | 0.8013 | 0.5556 | 0.8013 | 0.8951 |
243
+ | No log | 32.0 | 384 | 0.7863 | 0.4937 | 0.7863 | 0.8868 |
244
+ | No log | 32.1667 | 386 | 0.7751 | 0.4937 | 0.7751 | 0.8804 |
245
+ | No log | 32.3333 | 388 | 0.7681 | 0.5073 | 0.7681 | 0.8764 |
246
+ | No log | 32.5 | 390 | 0.7647 | 0.5057 | 0.7647 | 0.8745 |
247
+ | No log | 32.6667 | 392 | 0.7719 | 0.5057 | 0.7719 | 0.8786 |
248
+ | No log | 32.8333 | 394 | 0.7944 | 0.5521 | 0.7944 | 0.8913 |
249
+ | No log | 33.0 | 396 | 0.7997 | 0.5521 | 0.7997 | 0.8943 |
250
+ | No log | 33.1667 | 398 | 0.7781 | 0.5186 | 0.7781 | 0.8821 |
251
+ | No log | 33.3333 | 400 | 0.7712 | 0.5302 | 0.7712 | 0.8782 |
252
+ | No log | 33.5 | 402 | 0.7705 | 0.5204 | 0.7705 | 0.8778 |
253
+ | No log | 33.6667 | 404 | 0.7648 | 0.5176 | 0.7648 | 0.8745 |
254
+ | No log | 33.8333 | 406 | 0.7793 | 0.4816 | 0.7793 | 0.8828 |
255
+ | No log | 34.0 | 408 | 0.7857 | 0.4816 | 0.7857 | 0.8864 |
256
+ | No log | 34.1667 | 410 | 0.7888 | 0.5186 | 0.7888 | 0.8881 |
257
+ | No log | 34.3333 | 412 | 0.8175 | 0.5443 | 0.8175 | 0.9041 |
258
+ | No log | 34.5 | 414 | 0.8416 | 0.5472 | 0.8416 | 0.9174 |
259
+ | No log | 34.6667 | 416 | 0.8830 | 0.6041 | 0.8830 | 0.9397 |
260
+ | No log | 34.8333 | 418 | 0.9028 | 0.5876 | 0.9028 | 0.9501 |
261
+ | No log | 35.0 | 420 | 0.8451 | 0.5361 | 0.8451 | 0.9193 |
262
+ | No log | 35.1667 | 422 | 0.7935 | 0.5320 | 0.7935 | 0.8908 |
263
+ | No log | 35.3333 | 424 | 0.7609 | 0.5089 | 0.7609 | 0.8723 |
264
+ | No log | 35.5 | 426 | 0.7761 | 0.5759 | 0.7761 | 0.8809 |
265
+ | No log | 35.6667 | 428 | 0.8144 | 0.5769 | 0.8144 | 0.9025 |
266
+ | No log | 35.8333 | 430 | 0.8024 | 0.6091 | 0.8024 | 0.8958 |
267
+ | No log | 36.0 | 432 | 0.7442 | 0.5239 | 0.7442 | 0.8627 |
268
+ | No log | 36.1667 | 434 | 0.7058 | 0.5184 | 0.7058 | 0.8401 |
269
+ | No log | 36.3333 | 436 | 0.7036 | 0.5648 | 0.7036 | 0.8388 |
270
+ | No log | 36.5 | 438 | 0.7265 | 0.5178 | 0.7265 | 0.8523 |
271
+ | No log | 36.6667 | 440 | 0.7560 | 0.5756 | 0.7560 | 0.8695 |
272
+ | No log | 36.8333 | 442 | 0.7919 | 0.5693 | 0.7919 | 0.8899 |
273
+ | No log | 37.0 | 444 | 0.8101 | 0.5830 | 0.8101 | 0.9001 |
274
+ | No log | 37.1667 | 446 | 0.8183 | 0.5520 | 0.8183 | 0.9046 |
275
+ | No log | 37.3333 | 448 | 0.8098 | 0.5787 | 0.8098 | 0.8999 |
276
+ | No log | 37.5 | 450 | 0.7887 | 0.5386 | 0.7887 | 0.8881 |
277
+ | No log | 37.6667 | 452 | 0.7818 | 0.5365 | 0.7818 | 0.8842 |
278
+ | No log | 37.8333 | 454 | 0.7739 | 0.5411 | 0.7739 | 0.8797 |
279
+ | No log | 38.0 | 456 | 0.7669 | 0.5648 | 0.7669 | 0.8757 |
280
+ | No log | 38.1667 | 458 | 0.7548 | 0.5814 | 0.7548 | 0.8688 |
281
+ | No log | 38.3333 | 460 | 0.7272 | 0.5869 | 0.7272 | 0.8528 |
282
+ | No log | 38.5 | 462 | 0.7055 | 0.5194 | 0.7055 | 0.8399 |
283
+ | No log | 38.6667 | 464 | 0.7001 | 0.5271 | 0.7001 | 0.8367 |
284
+ | No log | 38.8333 | 466 | 0.6872 | 0.5011 | 0.6872 | 0.8290 |
285
+ | No log | 39.0 | 468 | 0.6851 | 0.5810 | 0.6851 | 0.8277 |
286
+ | No log | 39.1667 | 470 | 0.6932 | 0.5783 | 0.6932 | 0.8326 |
287
+ | No log | 39.3333 | 472 | 0.7132 | 0.6089 | 0.7132 | 0.8445 |
288
+ | No log | 39.5 | 474 | 0.7170 | 0.6059 | 0.7170 | 0.8468 |
289
+ | No log | 39.6667 | 476 | 0.6971 | 0.6089 | 0.6971 | 0.8349 |
290
+ | No log | 39.8333 | 478 | 0.6675 | 0.5921 | 0.6675 | 0.8170 |
291
+ | No log | 40.0 | 480 | 0.7048 | 0.5870 | 0.7048 | 0.8395 |
292
+ | No log | 40.1667 | 482 | 0.7440 | 0.5988 | 0.7440 | 0.8626 |
293
+ | No log | 40.3333 | 484 | 0.7538 | 0.5540 | 0.7538 | 0.8682 |
294
+ | No log | 40.5 | 486 | 0.7545 | 0.5439 | 0.7545 | 0.8686 |
295
+ | No log | 40.6667 | 488 | 0.7491 | 0.5248 | 0.7491 | 0.8655 |
296
+ | No log | 40.8333 | 490 | 0.7655 | 0.5708 | 0.7655 | 0.8749 |
297
+ | No log | 41.0 | 492 | 0.7949 | 0.6226 | 0.7949 | 0.8916 |
298
+ | No log | 41.1667 | 494 | 0.8232 | 0.6226 | 0.8232 | 0.9073 |
299
+ | No log | 41.3333 | 496 | 0.8121 | 0.6226 | 0.8121 | 0.9012 |
300
+ | No log | 41.5 | 498 | 0.7638 | 0.5708 | 0.7638 | 0.8740 |
301
+ | 0.2663 | 41.6667 | 500 | 0.7275 | 0.5073 | 0.7275 | 0.8529 |
302
+ | 0.2663 | 41.8333 | 502 | 0.7270 | 0.5102 | 0.7270 | 0.8526 |
303
+ | 0.2663 | 42.0 | 504 | 0.7427 | 0.5329 | 0.7427 | 0.8618 |
304
+ | 0.2663 | 42.1667 | 506 | 0.7379 | 0.5082 | 0.7379 | 0.8590 |
305
+ | 0.2663 | 42.3333 | 508 | 0.7395 | 0.5411 | 0.7395 | 0.8599 |
306
+ | 0.2663 | 42.5 | 510 | 0.7496 | 0.5949 | 0.7496 | 0.8658 |
307
+ | 0.2663 | 42.6667 | 512 | 0.7666 | 0.5708 | 0.7666 | 0.8756 |
308
+ | 0.2663 | 42.8333 | 514 | 0.7660 | 0.5733 | 0.7660 | 0.8752 |
309
+ | 0.2663 | 43.0 | 516 | 0.7491 | 0.4805 | 0.7491 | 0.8655 |
310
+ | 0.2663 | 43.1667 | 518 | 0.7415 | 0.5057 | 0.7415 | 0.8611 |
311
+ | 0.2663 | 43.3333 | 520 | 0.7380 | 0.4864 | 0.7380 | 0.8590 |
312
+ | 0.2663 | 43.5 | 522 | 0.7458 | 0.4864 | 0.7458 | 0.8636 |
313
+ | 0.2663 | 43.6667 | 524 | 0.7577 | 0.5611 | 0.7577 | 0.8704 |
314
+ | 0.2663 | 43.8333 | 526 | 0.7575 | 0.5611 | 0.7575 | 0.8703 |
315
+ | 0.2663 | 44.0 | 528 | 0.7523 | 0.4864 | 0.7523 | 0.8673 |
316
+ | 0.2663 | 44.1667 | 530 | 0.7560 | 0.4864 | 0.7560 | 0.8695 |
317
+ | 0.2663 | 44.3333 | 532 | 0.7656 | 0.4864 | 0.7656 | 0.8750 |
318
+ | 0.2663 | 44.5 | 534 | 0.7725 | 0.5055 | 0.7725 | 0.8789 |
319
+ | 0.2663 | 44.6667 | 536 | 0.7706 | 0.5611 | 0.7706 | 0.8778 |
320
+ | 0.2663 | 44.8333 | 538 | 0.7639 | 0.6089 | 0.7639 | 0.8740 |
321
+ | 0.2663 | 45.0 | 540 | 0.7430 | 0.5957 | 0.7430 | 0.8620 |
322
+ | 0.2663 | 45.1667 | 542 | 0.7224 | 0.4828 | 0.7224 | 0.8500 |
323
+ | 0.2663 | 45.3333 | 544 | 0.7151 | 0.4620 | 0.7151 | 0.8456 |
324
+ | 0.2663 | 45.5 | 546 | 0.7087 | 0.4620 | 0.7087 | 0.8418 |
325
+ | 0.2663 | 45.6667 | 548 | 0.7094 | 0.4828 | 0.7094 | 0.8423 |
326
+ | 0.2663 | 45.8333 | 550 | 0.7129 | 0.4846 | 0.7129 | 0.8443 |
327
 
328
 
329
  ### Framework versions