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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task1_organization

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  1. README.md +263 -263
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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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_task1_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_task1_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: 0.8957
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- - Qwk: 0.6324
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- - Mse: 0.8957
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- - Rmse: 0.9464
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  ## Model description
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@@ -49,263 +49,263 @@ 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 | 0.0625 | 2 | 7.0571 | -0.0056 | 7.0571 | 2.6565 |
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- | No log | 0.125 | 4 | 4.1869 | 0.0855 | 4.1869 | 2.0462 |
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- | No log | 0.1875 | 6 | 3.1274 | 0.0727 | 3.1274 | 1.7684 |
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- | No log | 0.25 | 8 | 2.7210 | 0.0397 | 2.7210 | 1.6495 |
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- | No log | 0.3125 | 10 | 2.2940 | 0.1221 | 2.2940 | 1.5146 |
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- | No log | 0.375 | 12 | 2.1099 | 0.1429 | 2.1099 | 1.4526 |
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- | No log | 0.4375 | 14 | 1.7983 | 0.2222 | 1.7983 | 1.3410 |
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- | No log | 0.5 | 16 | 1.9490 | 0.1983 | 1.9490 | 1.3961 |
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- | No log | 0.5625 | 18 | 2.7411 | 0.0265 | 2.7411 | 1.6556 |
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- | No log | 0.625 | 20 | 2.6816 | 0.0263 | 2.6816 | 1.6376 |
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- | No log | 0.6875 | 22 | 2.1436 | 0.1194 | 2.1436 | 1.4641 |
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- | No log | 0.75 | 24 | 1.7778 | 0.3220 | 1.7778 | 1.3333 |
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- | No log | 0.8125 | 26 | 1.5181 | 0.2523 | 1.5181 | 1.2321 |
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- | No log | 0.875 | 28 | 1.4028 | 0.2342 | 1.4028 | 1.1844 |
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- | No log | 0.9375 | 30 | 1.3634 | 0.2182 | 1.3634 | 1.1676 |
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- | No log | 1.0 | 32 | 1.3915 | 0.3186 | 1.3915 | 1.1796 |
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- | No log | 1.0625 | 34 | 1.5888 | 0.3636 | 1.5888 | 1.2605 |
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- | No log | 1.125 | 36 | 2.0626 | 0.2174 | 2.0626 | 1.4362 |
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- | No log | 1.1875 | 38 | 2.6160 | 0.1294 | 2.6160 | 1.6174 |
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- | No log | 1.25 | 40 | 2.7273 | 0.1078 | 2.7273 | 1.6514 |
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- | No log | 1.3125 | 42 | 2.0471 | 0.28 | 2.0471 | 1.4308 |
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- | No log | 1.375 | 44 | 1.4968 | 0.4463 | 1.4968 | 1.2234 |
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- | No log | 1.4375 | 46 | 1.2936 | 0.4103 | 1.2936 | 1.1374 |
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- | No log | 1.5 | 48 | 1.2625 | 0.3793 | 1.2625 | 1.1236 |
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- | No log | 1.5625 | 50 | 1.3127 | 0.4390 | 1.3127 | 1.1457 |
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- | No log | 1.625 | 52 | 1.5009 | 0.4030 | 1.5009 | 1.2251 |
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- | No log | 1.6875 | 54 | 2.0010 | 0.3034 | 2.0010 | 1.4146 |
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- | No log | 1.75 | 56 | 2.1821 | 0.2368 | 2.1821 | 1.4772 |
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- | No log | 1.8125 | 58 | 1.7579 | 0.3404 | 1.7579 | 1.3258 |
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- | No log | 1.875 | 60 | 1.2781 | 0.4844 | 1.2781 | 1.1305 |
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- | No log | 1.9375 | 62 | 1.3908 | 0.4 | 1.3908 | 1.1793 |
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- | No log | 2.0 | 64 | 1.8917 | 0.1552 | 1.8917 | 1.3754 |
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- | No log | 2.0625 | 66 | 1.8123 | 0.2087 | 1.8123 | 1.3462 |
85
- | No log | 2.125 | 68 | 1.6336 | 0.2632 | 1.6336 | 1.2781 |
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- | No log | 2.1875 | 70 | 1.4130 | 0.3158 | 1.4130 | 1.1887 |
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- | No log | 2.25 | 72 | 0.9914 | 0.5512 | 0.9914 | 0.9957 |
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- | No log | 2.3125 | 74 | 1.1042 | 0.5672 | 1.1042 | 1.0508 |
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- | No log | 2.375 | 76 | 1.3059 | 0.4895 | 1.3059 | 1.1428 |
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- | No log | 2.4375 | 78 | 1.1600 | 0.5414 | 1.1600 | 1.0770 |
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- | No log | 2.5 | 80 | 0.9559 | 0.6269 | 0.9559 | 0.9777 |
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- | No log | 2.5625 | 82 | 0.9783 | 0.5354 | 0.9783 | 0.9891 |
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- | No log | 2.625 | 84 | 1.0446 | 0.4516 | 1.0446 | 1.0221 |
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- | No log | 2.6875 | 86 | 0.9555 | 0.5538 | 0.9555 | 0.9775 |
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- | No log | 2.75 | 88 | 0.9034 | 0.5865 | 0.9034 | 0.9505 |
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- | No log | 2.8125 | 90 | 0.8985 | 0.6667 | 0.8985 | 0.9479 |
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- | No log | 2.875 | 92 | 0.9110 | 0.6763 | 0.9110 | 0.9545 |
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- | No log | 2.9375 | 94 | 0.9683 | 0.6571 | 0.9683 | 0.9840 |
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- | No log | 3.0 | 96 | 0.9325 | 0.6571 | 0.9325 | 0.9657 |
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- | No log | 3.0625 | 98 | 0.8505 | 0.6912 | 0.8505 | 0.9222 |
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- | No log | 3.125 | 100 | 0.9798 | 0.5312 | 0.9798 | 0.9898 |
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- | No log | 3.1875 | 102 | 1.1662 | 0.5 | 1.1662 | 1.0799 |
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- | No log | 3.25 | 104 | 1.0335 | 0.5312 | 1.0335 | 1.0166 |
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- | No log | 3.3125 | 106 | 0.9005 | 0.6418 | 0.9005 | 0.9489 |
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- | No log | 3.375 | 108 | 0.8434 | 0.6667 | 0.8434 | 0.9184 |
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- | No log | 3.4375 | 110 | 0.9343 | 0.6475 | 0.9343 | 0.9666 |
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- | No log | 3.5 | 112 | 1.1384 | 0.5564 | 1.1384 | 1.0669 |
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- | No log | 3.5625 | 114 | 1.5119 | 0.3485 | 1.5119 | 1.2296 |
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- | No log | 3.625 | 116 | 1.6010 | 0.3231 | 1.6010 | 1.2653 |
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- | No log | 3.6875 | 118 | 1.2425 | 0.5116 | 1.2425 | 1.1147 |
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- | No log | 3.75 | 120 | 1.0955 | 0.5649 | 1.0955 | 1.0466 |
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- | No log | 3.8125 | 122 | 1.2460 | 0.4590 | 1.2460 | 1.1162 |
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- | No log | 3.875 | 124 | 1.3615 | 0.3448 | 1.3615 | 1.1668 |
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- | No log | 3.9375 | 126 | 1.2157 | 0.4068 | 1.2157 | 1.1026 |
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- | No log | 4.0 | 128 | 1.1102 | 0.3932 | 1.1102 | 1.0537 |
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- | No log | 4.0625 | 130 | 1.1623 | 0.4390 | 1.1623 | 1.0781 |
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- | No log | 4.125 | 132 | 1.2271 | 0.5191 | 1.2271 | 1.1077 |
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- | No log | 4.1875 | 134 | 1.0940 | 0.5414 | 1.0940 | 1.0459 |
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- | No log | 4.25 | 136 | 0.8775 | 0.6617 | 0.8775 | 0.9368 |
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- | No log | 4.3125 | 138 | 0.8326 | 0.6957 | 0.8326 | 0.9125 |
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- | No log | 4.375 | 140 | 0.8368 | 0.7050 | 0.8368 | 0.9148 |
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- | No log | 4.4375 | 142 | 0.8298 | 0.7143 | 0.8298 | 0.9109 |
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- | No log | 4.5 | 144 | 0.8218 | 0.7222 | 0.8218 | 0.9066 |
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- | No log | 4.5625 | 146 | 0.8323 | 0.6803 | 0.8323 | 0.9123 |
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- | No log | 4.625 | 148 | 0.8729 | 0.6712 | 0.8729 | 0.9343 |
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- | No log | 4.6875 | 150 | 0.8926 | 0.625 | 0.8926 | 0.9448 |
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- | No log | 4.75 | 152 | 0.9441 | 0.6429 | 0.9441 | 0.9717 |
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- | No log | 4.8125 | 154 | 0.9482 | 0.6029 | 0.9482 | 0.9738 |
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- | No log | 4.875 | 156 | 0.9227 | 0.6429 | 0.9227 | 0.9606 |
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- | No log | 4.9375 | 158 | 0.9654 | 0.6618 | 0.9654 | 0.9825 |
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- | No log | 5.0 | 160 | 1.0039 | 0.6519 | 1.0039 | 1.0020 |
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- | No log | 5.0625 | 162 | 0.9877 | 0.6519 | 0.9877 | 0.9938 |
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- | No log | 5.125 | 164 | 0.9827 | 0.6519 | 0.9827 | 0.9913 |
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- | No log | 5.1875 | 166 | 0.9766 | 0.5426 | 0.9766 | 0.9882 |
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- | No log | 5.25 | 168 | 0.9930 | 0.528 | 0.9930 | 0.9965 |
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- | No log | 5.3125 | 170 | 1.0250 | 0.528 | 1.0250 | 1.0124 |
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- | No log | 5.375 | 172 | 1.0519 | 0.5 | 1.0519 | 1.0256 |
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- | No log | 5.4375 | 174 | 1.0336 | 0.5469 | 1.0336 | 1.0167 |
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- | No log | 5.5 | 176 | 0.9867 | 0.5669 | 0.9867 | 0.9933 |
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- | No log | 5.5625 | 178 | 0.9904 | 0.5909 | 0.9904 | 0.9952 |
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- | No log | 5.625 | 180 | 0.9873 | 0.6765 | 0.9873 | 0.9936 |
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- | No log | 5.6875 | 182 | 0.9383 | 0.6861 | 0.9383 | 0.9687 |
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- | No log | 5.75 | 184 | 0.9445 | 0.6087 | 0.9445 | 0.9719 |
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- | No log | 5.8125 | 186 | 0.9981 | 0.6197 | 0.9981 | 0.9990 |
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- | No log | 5.875 | 188 | 1.0376 | 0.5986 | 1.0376 | 1.0186 |
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- | No log | 5.9375 | 190 | 1.0073 | 0.5915 | 1.0073 | 1.0036 |
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- | No log | 6.0 | 192 | 0.9523 | 0.6241 | 0.9523 | 0.9759 |
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- | No log | 6.0625 | 194 | 0.9070 | 0.6143 | 0.9070 | 0.9524 |
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- | No log | 6.125 | 196 | 0.8969 | 0.6471 | 0.8969 | 0.9470 |
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- | No log | 6.1875 | 198 | 0.8812 | 0.6667 | 0.8812 | 0.9387 |
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- | No log | 6.25 | 200 | 0.8723 | 0.6667 | 0.8723 | 0.9339 |
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- | No log | 6.3125 | 202 | 0.8841 | 0.6569 | 0.8841 | 0.9403 |
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- | No log | 6.375 | 204 | 0.8932 | 0.6324 | 0.8932 | 0.9451 |
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- | No log | 6.4375 | 206 | 0.9972 | 0.6522 | 0.9972 | 0.9986 |
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- | No log | 6.5 | 208 | 1.0337 | 0.6423 | 1.0337 | 1.0167 |
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- | No log | 6.5625 | 210 | 0.9837 | 0.6131 | 0.9837 | 0.9918 |
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- | No log | 6.625 | 212 | 0.9105 | 0.6618 | 0.9105 | 0.9542 |
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- | No log | 6.6875 | 214 | 0.9091 | 0.6074 | 0.9091 | 0.9535 |
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- | No log | 6.75 | 216 | 0.9079 | 0.6423 | 0.9079 | 0.9528 |
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- | No log | 6.8125 | 218 | 0.9334 | 0.6944 | 0.9334 | 0.9661 |
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- | No log | 6.875 | 220 | 1.0128 | 0.6154 | 1.0128 | 1.0064 |
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- | No log | 6.9375 | 222 | 1.0108 | 0.6763 | 1.0108 | 1.0054 |
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- | No log | 7.0 | 224 | 0.9658 | 0.6370 | 0.9658 | 0.9828 |
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- | No log | 7.0625 | 226 | 0.9927 | 0.6015 | 0.9927 | 0.9963 |
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- | No log | 7.125 | 228 | 1.0205 | 0.5758 | 1.0205 | 1.0102 |
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- | No log | 7.1875 | 230 | 1.0504 | 0.5469 | 1.0504 | 1.0249 |
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- | No log | 7.25 | 232 | 1.0227 | 0.5865 | 1.0227 | 1.0113 |
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- | No log | 7.3125 | 234 | 1.0018 | 0.6324 | 1.0018 | 1.0009 |
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- | No log | 7.375 | 236 | 1.0304 | 0.6331 | 1.0304 | 1.0151 |
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- | No log | 7.4375 | 238 | 1.0102 | 0.6324 | 1.0102 | 1.0051 |
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- | No log | 7.5 | 240 | 0.9735 | 0.6015 | 0.9735 | 0.9867 |
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- | No log | 7.5625 | 242 | 0.9843 | 0.5954 | 0.9843 | 0.9921 |
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- | No log | 7.625 | 244 | 1.0111 | 0.5496 | 1.0111 | 1.0055 |
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- | No log | 7.6875 | 246 | 0.9597 | 0.5846 | 0.9597 | 0.9797 |
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- | No log | 7.75 | 248 | 0.9174 | 0.6212 | 0.9174 | 0.9578 |
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- | No log | 7.8125 | 250 | 0.8826 | 0.6667 | 0.8826 | 0.9395 |
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- | No log | 7.875 | 252 | 0.8882 | 0.6176 | 0.8882 | 0.9424 |
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- | No log | 7.9375 | 254 | 0.9207 | 0.6324 | 0.9207 | 0.9595 |
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- | No log | 8.0 | 256 | 0.9864 | 0.6522 | 0.9864 | 0.9932 |
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- | No log | 8.0625 | 258 | 0.9770 | 0.6222 | 0.9770 | 0.9885 |
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- | No log | 8.125 | 260 | 0.9204 | 0.6286 | 0.9204 | 0.9594 |
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- | No log | 8.1875 | 262 | 0.8681 | 0.6806 | 0.8681 | 0.9317 |
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- | No log | 8.25 | 264 | 0.8623 | 0.6806 | 0.8623 | 0.9286 |
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- | No log | 8.3125 | 266 | 0.8763 | 0.6901 | 0.8763 | 0.9361 |
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- | No log | 8.375 | 268 | 0.9054 | 0.6232 | 0.9054 | 0.9516 |
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- | No log | 8.4375 | 270 | 0.9443 | 0.5865 | 0.9443 | 0.9717 |
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- | No log | 8.5 | 272 | 0.9094 | 0.6370 | 0.9094 | 0.9536 |
188
- | No log | 8.5625 | 274 | 0.8633 | 0.6165 | 0.8633 | 0.9291 |
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- | No log | 8.625 | 276 | 0.8344 | 0.6714 | 0.8344 | 0.9135 |
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- | No log | 8.6875 | 278 | 0.8407 | 0.6763 | 0.8407 | 0.9169 |
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- | No log | 8.75 | 280 | 0.9547 | 0.6906 | 0.9547 | 0.9771 |
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- | No log | 8.8125 | 282 | 1.0694 | 0.6074 | 1.0694 | 1.0341 |
193
- | No log | 8.875 | 284 | 1.0167 | 0.7007 | 1.0167 | 1.0083 |
194
- | No log | 8.9375 | 286 | 0.9129 | 0.6906 | 0.9129 | 0.9554 |
195
- | No log | 9.0 | 288 | 0.8609 | 0.6418 | 0.8609 | 0.9278 |
196
- | No log | 9.0625 | 290 | 0.8856 | 0.6324 | 0.8856 | 0.9410 |
197
- | No log | 9.125 | 292 | 0.8904 | 0.5909 | 0.8904 | 0.9436 |
198
- | No log | 9.1875 | 294 | 0.9061 | 0.6418 | 0.9061 | 0.9519 |
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- | No log | 9.25 | 296 | 0.9199 | 0.6000 | 0.9199 | 0.9591 |
200
- | No log | 9.3125 | 298 | 0.9194 | 0.6107 | 0.9194 | 0.9588 |
201
- | No log | 9.375 | 300 | 0.9070 | 0.6567 | 0.9070 | 0.9524 |
202
- | No log | 9.4375 | 302 | 0.8741 | 0.6861 | 0.8741 | 0.9349 |
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- | No log | 9.5 | 304 | 0.8817 | 0.6853 | 0.8817 | 0.9390 |
204
- | No log | 9.5625 | 306 | 0.9396 | 0.6479 | 0.9396 | 0.9693 |
205
- | No log | 9.625 | 308 | 0.9319 | 0.6479 | 0.9319 | 0.9653 |
206
- | No log | 9.6875 | 310 | 0.9717 | 0.6479 | 0.9717 | 0.9857 |
207
- | No log | 9.75 | 312 | 0.9702 | 0.6479 | 0.9702 | 0.9850 |
208
- | No log | 9.8125 | 314 | 0.9608 | 0.6906 | 0.9608 | 0.9802 |
209
- | No log | 9.875 | 316 | 0.9337 | 0.6857 | 0.9337 | 0.9663 |
210
- | No log | 9.9375 | 318 | 0.8569 | 0.7143 | 0.8569 | 0.9257 |
211
- | No log | 10.0 | 320 | 0.7960 | 0.7234 | 0.7960 | 0.8922 |
212
- | No log | 10.0625 | 322 | 0.7861 | 0.7260 | 0.7861 | 0.8866 |
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- | No log | 10.125 | 324 | 0.7746 | 0.7211 | 0.7746 | 0.8801 |
214
- | No log | 10.1875 | 326 | 0.7080 | 0.7532 | 0.7080 | 0.8414 |
215
- | No log | 10.25 | 328 | 0.7141 | 0.7355 | 0.7141 | 0.8451 |
216
- | No log | 10.3125 | 330 | 0.7980 | 0.6755 | 0.7980 | 0.8933 |
217
- | No log | 10.375 | 332 | 0.8313 | 0.6486 | 0.8313 | 0.9118 |
218
- | No log | 10.4375 | 334 | 0.8323 | 0.6667 | 0.8323 | 0.9123 |
219
- | No log | 10.5 | 336 | 0.8547 | 0.6944 | 0.8547 | 0.9245 |
220
- | No log | 10.5625 | 338 | 0.9272 | 0.7042 | 0.9272 | 0.9629 |
221
- | No log | 10.625 | 340 | 0.9670 | 0.6377 | 0.9670 | 0.9834 |
222
- | No log | 10.6875 | 342 | 0.9559 | 0.6763 | 0.9559 | 0.9777 |
223
- | No log | 10.75 | 344 | 0.9682 | 0.6620 | 0.9682 | 0.9840 |
224
- | No log | 10.8125 | 346 | 0.9661 | 0.6434 | 0.9661 | 0.9829 |
225
- | No log | 10.875 | 348 | 0.9611 | 0.625 | 0.9611 | 0.9804 |
226
- | No log | 10.9375 | 350 | 0.9641 | 0.6154 | 0.9641 | 0.9819 |
227
- | No log | 11.0 | 352 | 0.9235 | 0.6667 | 0.9235 | 0.9610 |
228
- | No log | 11.0625 | 354 | 0.9520 | 0.6187 | 0.9520 | 0.9757 |
229
- | No log | 11.125 | 356 | 1.0202 | 0.6015 | 1.0202 | 1.0100 |
230
- | No log | 11.1875 | 358 | 1.1452 | 0.5909 | 1.1452 | 1.0701 |
231
- | No log | 11.25 | 360 | 1.1752 | 0.5630 | 1.1752 | 1.0841 |
232
- | No log | 11.3125 | 362 | 1.2132 | 0.5109 | 1.2132 | 1.1014 |
233
- | No log | 11.375 | 364 | 1.1240 | 0.5401 | 1.1240 | 1.0602 |
234
- | No log | 11.4375 | 366 | 1.0459 | 0.6331 | 1.0459 | 1.0227 |
235
- | No log | 11.5 | 368 | 0.9391 | 0.6957 | 0.9391 | 0.9691 |
236
- | No log | 11.5625 | 370 | 0.8625 | 0.6715 | 0.8625 | 0.9287 |
237
- | No log | 11.625 | 372 | 0.8499 | 0.6715 | 0.8499 | 0.9219 |
238
- | No log | 11.6875 | 374 | 0.9040 | 0.6763 | 0.9040 | 0.9508 |
239
- | No log | 11.75 | 376 | 0.9545 | 0.6667 | 0.9545 | 0.9770 |
240
- | No log | 11.8125 | 378 | 0.9398 | 0.6715 | 0.9398 | 0.9694 |
241
- | No log | 11.875 | 380 | 0.9205 | 0.6 | 0.9205 | 0.9594 |
242
- | No log | 11.9375 | 382 | 0.9697 | 0.5312 | 0.9697 | 0.9847 |
243
- | No log | 12.0 | 384 | 0.9505 | 0.5581 | 0.9505 | 0.9749 |
244
- | No log | 12.0625 | 386 | 0.8975 | 0.6061 | 0.8975 | 0.9474 |
245
- | No log | 12.125 | 388 | 0.8642 | 0.6715 | 0.8642 | 0.9296 |
246
- | No log | 12.1875 | 390 | 0.8147 | 0.6957 | 0.8147 | 0.9026 |
247
- | No log | 12.25 | 392 | 0.7778 | 0.7042 | 0.7778 | 0.8819 |
248
- | No log | 12.3125 | 394 | 0.8072 | 0.6207 | 0.8072 | 0.8984 |
249
- | No log | 12.375 | 396 | 0.8148 | 0.6207 | 0.8148 | 0.9026 |
250
- | No log | 12.4375 | 398 | 0.7787 | 0.7114 | 0.7787 | 0.8825 |
251
- | No log | 12.5 | 400 | 0.8078 | 0.6993 | 0.8078 | 0.8988 |
252
- | No log | 12.5625 | 402 | 0.8692 | 0.7 | 0.8692 | 0.9323 |
253
- | No log | 12.625 | 404 | 0.9193 | 0.6906 | 0.9193 | 0.9588 |
254
- | No log | 12.6875 | 406 | 0.9660 | 0.6154 | 0.9660 | 0.9829 |
255
- | No log | 12.75 | 408 | 1.0122 | 0.5714 | 1.0122 | 1.0061 |
256
- | No log | 12.8125 | 410 | 1.0280 | 0.5082 | 1.0280 | 1.0139 |
257
- | No log | 12.875 | 412 | 1.0131 | 0.5354 | 1.0131 | 1.0066 |
258
- | No log | 12.9375 | 414 | 0.9959 | 0.5426 | 0.9959 | 0.9979 |
259
- | No log | 13.0 | 416 | 0.9468 | 0.5970 | 0.9468 | 0.9730 |
260
- | No log | 13.0625 | 418 | 0.8852 | 0.7042 | 0.8852 | 0.9408 |
261
- | No log | 13.125 | 420 | 0.8586 | 0.7042 | 0.8586 | 0.9266 |
262
- | No log | 13.1875 | 422 | 0.8432 | 0.6619 | 0.8432 | 0.9183 |
263
- | No log | 13.25 | 424 | 0.8445 | 0.6857 | 0.8445 | 0.9190 |
264
- | No log | 13.3125 | 426 | 0.8437 | 0.6857 | 0.8437 | 0.9185 |
265
- | No log | 13.375 | 428 | 0.8513 | 0.6667 | 0.8513 | 0.9227 |
266
- | No log | 13.4375 | 430 | 0.8790 | 0.6861 | 0.8790 | 0.9376 |
267
- | No log | 13.5 | 432 | 0.9235 | 0.6222 | 0.9235 | 0.9610 |
268
- | No log | 13.5625 | 434 | 0.9358 | 0.6222 | 0.9358 | 0.9674 |
269
- | No log | 13.625 | 436 | 0.9140 | 0.6377 | 0.9140 | 0.9560 |
270
- | No log | 13.6875 | 438 | 0.9137 | 0.6222 | 0.9137 | 0.9559 |
271
- | No log | 13.75 | 440 | 0.9194 | 0.6222 | 0.9194 | 0.9589 |
272
- | No log | 13.8125 | 442 | 0.9072 | 0.6466 | 0.9072 | 0.9525 |
273
- | No log | 13.875 | 444 | 0.9392 | 0.5669 | 0.9392 | 0.9691 |
274
- | No log | 13.9375 | 446 | 0.9616 | 0.5669 | 0.9616 | 0.9806 |
275
- | No log | 14.0 | 448 | 0.9653 | 0.5669 | 0.9653 | 0.9825 |
276
- | No log | 14.0625 | 450 | 0.9349 | 0.6 | 0.9350 | 0.9669 |
277
- | No log | 14.125 | 452 | 0.9016 | 0.6260 | 0.9016 | 0.9495 |
278
- | No log | 14.1875 | 454 | 0.8689 | 0.6815 | 0.8689 | 0.9322 |
279
- | No log | 14.25 | 456 | 0.8694 | 0.6716 | 0.8694 | 0.9324 |
280
- | No log | 14.3125 | 458 | 0.9048 | 0.6569 | 0.9048 | 0.9512 |
281
- | No log | 14.375 | 460 | 0.9217 | 0.6522 | 0.9217 | 0.9601 |
282
- | No log | 14.4375 | 462 | 0.9091 | 0.6619 | 0.9091 | 0.9535 |
283
- | No log | 14.5 | 464 | 0.8777 | 0.6522 | 0.8777 | 0.9369 |
284
- | No log | 14.5625 | 466 | 0.8345 | 0.7007 | 0.8345 | 0.9135 |
285
- | No log | 14.625 | 468 | 0.8248 | 0.6912 | 0.8248 | 0.9082 |
286
- | No log | 14.6875 | 470 | 0.8377 | 0.6912 | 0.8377 | 0.9152 |
287
- | No log | 14.75 | 472 | 0.8634 | 0.7007 | 0.8634 | 0.9292 |
288
- | No log | 14.8125 | 474 | 0.8759 | 0.6912 | 0.8759 | 0.9359 |
289
- | No log | 14.875 | 476 | 0.9137 | 0.6569 | 0.9137 | 0.9559 |
290
- | No log | 14.9375 | 478 | 0.9444 | 0.6618 | 0.9444 | 0.9718 |
291
- | No log | 15.0 | 480 | 0.9330 | 0.6567 | 0.9330 | 0.9659 |
292
- | No log | 15.0625 | 482 | 0.9001 | 0.6569 | 0.9001 | 0.9488 |
293
- | No log | 15.125 | 484 | 0.8499 | 0.7092 | 0.8499 | 0.9219 |
294
- | No log | 15.1875 | 486 | 0.8434 | 0.7413 | 0.8434 | 0.9184 |
295
- | No log | 15.25 | 488 | 0.8756 | 0.6993 | 0.8756 | 0.9358 |
296
- | No log | 15.3125 | 490 | 0.8992 | 0.6713 | 0.8992 | 0.9482 |
297
- | No log | 15.375 | 492 | 0.8619 | 0.6809 | 0.8619 | 0.9284 |
298
- | No log | 15.4375 | 494 | 0.8374 | 0.7 | 0.8374 | 0.9151 |
299
- | No log | 15.5 | 496 | 0.8529 | 0.6906 | 0.8529 | 0.9235 |
300
- | No log | 15.5625 | 498 | 0.8898 | 0.6519 | 0.8898 | 0.9433 |
301
- | 0.3979 | 15.625 | 500 | 0.9793 | 0.6667 | 0.9793 | 0.9896 |
302
- | 0.3979 | 15.6875 | 502 | 1.0351 | 0.6861 | 1.0351 | 1.0174 |
303
- | 0.3979 | 15.75 | 504 | 1.0471 | 0.6715 | 1.0471 | 1.0233 |
304
- | 0.3979 | 15.8125 | 506 | 1.0107 | 0.6165 | 1.0107 | 1.0053 |
305
- | 0.3979 | 15.875 | 508 | 0.9593 | 0.6466 | 0.9593 | 0.9794 |
306
- | 0.3979 | 15.9375 | 510 | 0.9159 | 0.6519 | 0.9159 | 0.9570 |
307
- | 0.3979 | 16.0 | 512 | 0.8972 | 0.6618 | 0.8972 | 0.9472 |
308
- | 0.3979 | 16.0625 | 514 | 0.8957 | 0.6324 | 0.8957 | 0.9464 |
309
 
310
 
311
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task1_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task1_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: 0.9661
19
+ - Qwk: 0.6533
20
+ - Mse: 0.9661
21
+ - Rmse: 0.9829
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0526 | 2 | 7.6389 | -0.0211 | 7.6389 | 2.7639 |
53
+ | No log | 0.1053 | 4 | 4.8657 | 0.0818 | 4.8657 | 2.2058 |
54
+ | No log | 0.1579 | 6 | 3.2396 | 0.0791 | 3.2396 | 1.7999 |
55
+ | No log | 0.2105 | 8 | 2.6831 | 0.0649 | 2.6831 | 1.6380 |
56
+ | No log | 0.2632 | 10 | 2.6391 | 0.0851 | 2.6391 | 1.6245 |
57
+ | No log | 0.3158 | 12 | 1.8489 | 0.1754 | 1.8489 | 1.3597 |
58
+ | No log | 0.3684 | 14 | 1.7921 | 0.2321 | 1.7921 | 1.3387 |
59
+ | No log | 0.4211 | 16 | 1.9278 | 0.3051 | 1.9278 | 1.3885 |
60
+ | No log | 0.4737 | 18 | 2.2755 | 0.0851 | 2.2755 | 1.5085 |
61
+ | No log | 0.5263 | 20 | 2.3344 | 0.0972 | 2.3344 | 1.5279 |
62
+ | No log | 0.5789 | 22 | 2.3314 | 0.0966 | 2.3314 | 1.5269 |
63
+ | No log | 0.6316 | 24 | 2.1191 | 0.2014 | 2.1191 | 1.4557 |
64
+ | No log | 0.6842 | 26 | 2.0751 | 0.2797 | 2.0751 | 1.4405 |
65
+ | No log | 0.7368 | 28 | 1.7096 | 0.375 | 1.7096 | 1.3075 |
66
+ | No log | 0.7895 | 30 | 1.4355 | 0.4194 | 1.4355 | 1.1981 |
67
+ | No log | 0.8421 | 32 | 1.4234 | 0.4427 | 1.4234 | 1.1930 |
68
+ | No log | 0.8947 | 34 | 1.5939 | 0.3857 | 1.5939 | 1.2625 |
69
+ | No log | 0.9474 | 36 | 1.7861 | 0.3862 | 1.7861 | 1.3365 |
70
+ | No log | 1.0 | 38 | 1.6012 | 0.4143 | 1.6012 | 1.2654 |
71
+ | No log | 1.0526 | 40 | 1.2904 | 0.4889 | 1.2904 | 1.1360 |
72
+ | No log | 1.1053 | 42 | 1.2816 | 0.5612 | 1.2816 | 1.1321 |
73
+ | No log | 1.1579 | 44 | 1.5523 | 0.5098 | 1.5523 | 1.2459 |
74
+ | No log | 1.2105 | 46 | 1.3343 | 0.5655 | 1.3343 | 1.1551 |
75
+ | No log | 1.2632 | 48 | 1.0564 | 0.6345 | 1.0564 | 1.0278 |
76
+ | No log | 1.3158 | 50 | 1.0882 | 0.6275 | 1.0882 | 1.0432 |
77
+ | No log | 1.3684 | 52 | 1.3237 | 0.5181 | 1.3237 | 1.1505 |
78
+ | No log | 1.4211 | 54 | 1.1042 | 0.6429 | 1.1042 | 1.0508 |
79
+ | No log | 1.4737 | 56 | 0.8221 | 0.7273 | 0.8221 | 0.9067 |
80
+ | No log | 1.5263 | 58 | 0.8633 | 0.6711 | 0.8633 | 0.9292 |
81
+ | No log | 1.5789 | 60 | 0.8166 | 0.7205 | 0.8166 | 0.9037 |
82
+ | No log | 1.6316 | 62 | 0.8382 | 0.7362 | 0.8382 | 0.9156 |
83
+ | No log | 1.6842 | 64 | 0.9301 | 0.7081 | 0.9301 | 0.9644 |
84
+ | No log | 1.7368 | 66 | 1.1942 | 0.6228 | 1.1942 | 1.0928 |
85
+ | No log | 1.7895 | 68 | 1.1054 | 0.6415 | 1.1054 | 1.0514 |
86
+ | No log | 1.8421 | 70 | 0.7795 | 0.7211 | 0.7795 | 0.8829 |
87
+ | No log | 1.8947 | 72 | 0.9029 | 0.5957 | 0.9029 | 0.9502 |
88
+ | No log | 1.9474 | 74 | 0.9433 | 0.6143 | 0.9433 | 0.9712 |
89
+ | No log | 2.0 | 76 | 0.8929 | 0.6286 | 0.8929 | 0.9449 |
90
+ | No log | 2.0526 | 78 | 0.8549 | 0.775 | 0.8549 | 0.9246 |
91
+ | No log | 2.1053 | 80 | 0.8763 | 0.7547 | 0.8763 | 0.9361 |
92
+ | No log | 2.1579 | 82 | 1.0655 | 0.5694 | 1.0655 | 1.0322 |
93
+ | No log | 2.2105 | 84 | 1.9231 | 0.2029 | 1.9231 | 1.3868 |
94
+ | No log | 2.2632 | 86 | 2.1823 | 0.1000 | 2.1823 | 1.4773 |
95
+ | No log | 2.3158 | 88 | 1.7709 | 0.2206 | 1.7709 | 1.3308 |
96
+ | No log | 2.3684 | 90 | 1.0660 | 0.6056 | 1.0660 | 1.0325 |
97
+ | No log | 2.4211 | 92 | 0.8600 | 0.7160 | 0.8600 | 0.9274 |
98
+ | No log | 2.4737 | 94 | 0.8229 | 0.7020 | 0.8229 | 0.9071 |
99
+ | No log | 2.5263 | 96 | 0.8679 | 0.625 | 0.8679 | 0.9316 |
100
+ | No log | 2.5789 | 98 | 0.8836 | 0.5755 | 0.8836 | 0.9400 |
101
+ | No log | 2.6316 | 100 | 0.7671 | 0.7310 | 0.7671 | 0.8758 |
102
+ | No log | 2.6842 | 102 | 0.9109 | 0.6575 | 0.9109 | 0.9544 |
103
+ | No log | 2.7368 | 104 | 0.9860 | 0.5972 | 0.9860 | 0.9930 |
104
+ | No log | 2.7895 | 106 | 1.0828 | 0.5652 | 1.0828 | 1.0406 |
105
+ | No log | 2.8421 | 108 | 0.9009 | 0.6620 | 0.9009 | 0.9492 |
106
+ | No log | 2.8947 | 110 | 0.7725 | 0.7347 | 0.7725 | 0.8789 |
107
+ | No log | 2.9474 | 112 | 0.8007 | 0.7273 | 0.8007 | 0.8948 |
108
+ | No log | 3.0 | 114 | 1.0029 | 0.6946 | 1.0029 | 1.0014 |
109
+ | No log | 3.0526 | 116 | 1.3191 | 0.6316 | 1.3191 | 1.1485 |
110
+ | No log | 3.1053 | 118 | 1.1493 | 0.6328 | 1.1493 | 1.0720 |
111
+ | No log | 3.1579 | 120 | 0.9186 | 0.6923 | 0.9186 | 0.9584 |
112
+ | No log | 3.2105 | 122 | 0.8804 | 0.6857 | 0.8804 | 0.9383 |
113
+ | No log | 3.2632 | 124 | 0.8418 | 0.6986 | 0.8418 | 0.9175 |
114
+ | No log | 3.3158 | 126 | 0.9163 | 0.6538 | 0.9163 | 0.9572 |
115
+ | No log | 3.3684 | 128 | 1.0902 | 0.6211 | 1.0902 | 1.0442 |
116
+ | No log | 3.4211 | 130 | 0.9186 | 0.6234 | 0.9186 | 0.9584 |
117
+ | No log | 3.4737 | 132 | 0.7593 | 0.7123 | 0.7593 | 0.8714 |
118
+ | No log | 3.5263 | 134 | 0.8119 | 0.6809 | 0.8119 | 0.9011 |
119
+ | No log | 3.5789 | 136 | 0.8319 | 0.6475 | 0.8319 | 0.9121 |
120
+ | No log | 3.6316 | 138 | 0.8612 | 0.6277 | 0.8612 | 0.9280 |
121
+ | No log | 3.6842 | 140 | 0.8573 | 0.6187 | 0.8573 | 0.9259 |
122
+ | No log | 3.7368 | 142 | 1.0395 | 0.6111 | 1.0395 | 1.0196 |
123
+ | No log | 3.7895 | 144 | 1.1056 | 0.6301 | 1.1056 | 1.0515 |
124
+ | No log | 3.8421 | 146 | 0.9700 | 0.5857 | 0.9700 | 0.9849 |
125
+ | No log | 3.8947 | 148 | 0.8527 | 0.6853 | 0.8527 | 0.9234 |
126
+ | No log | 3.9474 | 150 | 0.8570 | 0.6713 | 0.8570 | 0.9257 |
127
+ | No log | 4.0 | 152 | 0.8303 | 0.6573 | 0.8303 | 0.9112 |
128
+ | No log | 4.0526 | 154 | 0.8659 | 0.6755 | 0.8659 | 0.9305 |
129
+ | No log | 4.1053 | 156 | 0.9780 | 0.6708 | 0.9780 | 0.9889 |
130
+ | No log | 4.1579 | 158 | 0.9356 | 0.6875 | 0.9356 | 0.9673 |
131
+ | No log | 4.2105 | 160 | 0.9523 | 0.7089 | 0.9523 | 0.9759 |
132
+ | No log | 4.2632 | 162 | 1.1579 | 0.6420 | 1.1579 | 1.0761 |
133
+ | No log | 4.3158 | 164 | 1.3176 | 0.6512 | 1.3176 | 1.1479 |
134
+ | No log | 4.3684 | 166 | 1.0502 | 0.6667 | 1.0502 | 1.0248 |
135
+ | No log | 4.4211 | 168 | 0.8500 | 0.6842 | 0.8500 | 0.9220 |
136
+ | No log | 4.4737 | 170 | 0.7833 | 0.7484 | 0.7833 | 0.8850 |
137
+ | No log | 4.5263 | 172 | 0.7379 | 0.6897 | 0.7379 | 0.8590 |
138
+ | No log | 4.5789 | 174 | 0.7630 | 0.6897 | 0.7630 | 0.8735 |
139
+ | No log | 4.6316 | 176 | 0.8016 | 0.6809 | 0.8016 | 0.8953 |
140
+ | No log | 4.6842 | 178 | 0.9337 | 0.64 | 0.9337 | 0.9663 |
141
+ | No log | 4.7368 | 180 | 0.9434 | 0.6623 | 0.9434 | 0.9713 |
142
+ | No log | 4.7895 | 182 | 0.8336 | 0.7564 | 0.8336 | 0.9130 |
143
+ | No log | 4.8421 | 184 | 0.8470 | 0.6667 | 0.8470 | 0.9203 |
144
+ | No log | 4.8947 | 186 | 0.8243 | 0.6901 | 0.8243 | 0.9079 |
145
+ | No log | 4.9474 | 188 | 0.8392 | 0.6806 | 0.8392 | 0.9161 |
146
+ | No log | 5.0 | 190 | 0.8863 | 0.6974 | 0.8863 | 0.9414 |
147
+ | No log | 5.0526 | 192 | 0.8756 | 0.7190 | 0.8756 | 0.9357 |
148
+ | No log | 5.1053 | 194 | 1.0258 | 0.6667 | 1.0258 | 1.0128 |
149
+ | No log | 5.1579 | 196 | 1.0584 | 0.6667 | 1.0584 | 1.0288 |
150
+ | No log | 5.2105 | 198 | 0.8801 | 0.6795 | 0.8801 | 0.9381 |
151
+ | No log | 5.2632 | 200 | 0.7223 | 0.7248 | 0.7223 | 0.8499 |
152
+ | No log | 5.3158 | 202 | 0.7696 | 0.7397 | 0.7696 | 0.8773 |
153
+ | No log | 5.3684 | 204 | 0.7817 | 0.6986 | 0.7817 | 0.8841 |
154
+ | No log | 5.4211 | 206 | 1.0869 | 0.6826 | 1.0869 | 1.0425 |
155
+ | No log | 5.4737 | 208 | 1.6065 | 0.5397 | 1.6065 | 1.2675 |
156
+ | No log | 5.5263 | 210 | 1.9285 | 0.4600 | 1.9285 | 1.3887 |
157
+ | No log | 5.5789 | 212 | 1.4636 | 0.5946 | 1.4636 | 1.2098 |
158
+ | No log | 5.6316 | 214 | 0.8008 | 0.7162 | 0.8008 | 0.8949 |
159
+ | No log | 5.6842 | 216 | 0.7553 | 0.7042 | 0.7553 | 0.8691 |
160
+ | No log | 5.7368 | 218 | 0.7599 | 0.7143 | 0.7599 | 0.8717 |
161
+ | No log | 5.7895 | 220 | 0.8472 | 0.6370 | 0.8472 | 0.9205 |
162
+ | No log | 5.8421 | 222 | 0.9274 | 0.6107 | 0.9274 | 0.9630 |
163
+ | No log | 5.8947 | 224 | 0.8506 | 0.6107 | 0.8506 | 0.9223 |
164
+ | No log | 5.9474 | 226 | 0.7744 | 0.6569 | 0.7744 | 0.8800 |
165
+ | No log | 6.0 | 228 | 0.6893 | 0.7083 | 0.6893 | 0.8302 |
166
+ | No log | 6.0526 | 230 | 0.6666 | 0.7222 | 0.6666 | 0.8165 |
167
+ | No log | 6.1053 | 232 | 0.6949 | 0.6944 | 0.6949 | 0.8336 |
168
+ | No log | 6.1579 | 234 | 0.7023 | 0.7183 | 0.7023 | 0.8380 |
169
+ | No log | 6.2105 | 236 | 0.7352 | 0.6950 | 0.7352 | 0.8574 |
170
+ | No log | 6.2632 | 238 | 0.8826 | 0.6176 | 0.8826 | 0.9395 |
171
+ | No log | 6.3158 | 240 | 1.0331 | 0.5333 | 1.0331 | 1.0164 |
172
+ | No log | 6.3684 | 242 | 0.9794 | 0.5926 | 0.9794 | 0.9896 |
173
+ | No log | 6.4211 | 244 | 0.8436 | 0.6074 | 0.8436 | 0.9185 |
174
+ | No log | 6.4737 | 246 | 0.7558 | 0.7190 | 0.7558 | 0.8694 |
175
+ | No log | 6.5263 | 248 | 0.7276 | 0.7389 | 0.7276 | 0.8530 |
176
+ | No log | 6.5789 | 250 | 0.8921 | 0.7152 | 0.8921 | 0.9445 |
177
+ | No log | 6.6316 | 252 | 1.2593 | 0.6557 | 1.2593 | 1.1222 |
178
+ | No log | 6.6842 | 254 | 1.3688 | 0.6455 | 1.3688 | 1.1700 |
179
+ | No log | 6.7368 | 256 | 1.0076 | 0.6851 | 1.0076 | 1.0038 |
180
+ | No log | 6.7895 | 258 | 0.6899 | 0.7831 | 0.6899 | 0.8306 |
181
+ | No log | 6.8421 | 260 | 0.6405 | 0.7285 | 0.6405 | 0.8003 |
182
+ | No log | 6.8947 | 262 | 0.6900 | 0.7162 | 0.6900 | 0.8307 |
183
+ | No log | 6.9474 | 264 | 0.8192 | 0.7190 | 0.8192 | 0.9051 |
184
+ | No log | 7.0 | 266 | 1.0228 | 0.6538 | 1.0228 | 1.0113 |
185
+ | No log | 7.0526 | 268 | 1.1707 | 0.6584 | 1.1707 | 1.0820 |
186
+ | No log | 7.1053 | 270 | 1.0783 | 0.6144 | 1.0783 | 1.0384 |
187
+ | No log | 7.1579 | 272 | 0.9233 | 0.5152 | 0.9233 | 0.9609 |
188
+ | No log | 7.2105 | 274 | 0.8882 | 0.6269 | 0.8882 | 0.9425 |
189
+ | No log | 7.2632 | 276 | 0.8130 | 0.6906 | 0.8130 | 0.9016 |
190
+ | No log | 7.3158 | 278 | 0.7124 | 0.7260 | 0.7124 | 0.8440 |
191
+ | No log | 7.3684 | 280 | 0.7290 | 0.7347 | 0.7290 | 0.8538 |
192
+ | No log | 7.4211 | 282 | 0.8039 | 0.6667 | 0.8039 | 0.8966 |
193
+ | No log | 7.4737 | 284 | 0.8975 | 0.6581 | 0.8975 | 0.9474 |
194
+ | No log | 7.5263 | 286 | 0.8974 | 0.6709 | 0.8974 | 0.9473 |
195
+ | No log | 7.5789 | 288 | 0.8420 | 0.6667 | 0.8420 | 0.9176 |
196
+ | No log | 7.6316 | 290 | 0.8084 | 0.6667 | 0.8084 | 0.8991 |
197
+ | No log | 7.6842 | 292 | 0.7627 | 0.7075 | 0.7627 | 0.8733 |
198
+ | No log | 7.7368 | 294 | 0.7159 | 0.7383 | 0.7159 | 0.8461 |
199
+ | No log | 7.7895 | 296 | 0.7915 | 0.6883 | 0.7915 | 0.8897 |
200
+ | No log | 7.8421 | 298 | 0.8638 | 0.6709 | 0.8638 | 0.9294 |
201
+ | No log | 7.8947 | 300 | 0.9147 | 0.6709 | 0.9147 | 0.9564 |
202
+ | No log | 7.9474 | 302 | 0.9067 | 0.6497 | 0.9067 | 0.9522 |
203
+ | No log | 8.0 | 304 | 0.7818 | 0.7237 | 0.7818 | 0.8842 |
204
+ | No log | 8.0526 | 306 | 0.7688 | 0.72 | 0.7688 | 0.8768 |
205
+ | No log | 8.1053 | 308 | 0.7636 | 0.6980 | 0.7636 | 0.8739 |
206
+ | No log | 8.1579 | 310 | 0.8453 | 0.6928 | 0.8453 | 0.9194 |
207
+ | No log | 8.2105 | 312 | 1.0453 | 0.6626 | 1.0453 | 1.0224 |
208
+ | No log | 8.2632 | 314 | 1.0787 | 0.6626 | 1.0787 | 1.0386 |
209
+ | No log | 8.3158 | 316 | 0.9227 | 0.6623 | 0.9227 | 0.9606 |
210
+ | No log | 8.3684 | 318 | 0.7483 | 0.6809 | 0.7483 | 0.8650 |
211
+ | No log | 8.4211 | 320 | 0.7215 | 0.7092 | 0.7215 | 0.8494 |
212
+ | No log | 8.4737 | 322 | 0.7252 | 0.6857 | 0.7252 | 0.8516 |
213
+ | No log | 8.5263 | 324 | 0.7762 | 0.6809 | 0.7762 | 0.8810 |
214
+ | No log | 8.5789 | 326 | 1.0727 | 0.6536 | 1.0727 | 1.0357 |
215
+ | No log | 8.6316 | 328 | 1.2539 | 0.6391 | 1.2539 | 1.1198 |
216
+ | No log | 8.6842 | 330 | 1.0768 | 0.6543 | 1.0768 | 1.0377 |
217
+ | No log | 8.7368 | 332 | 0.7971 | 0.6974 | 0.7971 | 0.8928 |
218
+ | No log | 8.7895 | 334 | 0.6205 | 0.7448 | 0.6205 | 0.7877 |
219
+ | No log | 8.8421 | 336 | 0.7630 | 0.7361 | 0.7630 | 0.8735 |
220
+ | No log | 8.8947 | 338 | 0.8539 | 0.7133 | 0.8539 | 0.9240 |
221
+ | No log | 8.9474 | 340 | 0.7358 | 0.7552 | 0.7358 | 0.8578 |
222
+ | No log | 9.0 | 342 | 0.6685 | 0.7297 | 0.6685 | 0.8176 |
223
+ | No log | 9.0526 | 344 | 0.7867 | 0.6887 | 0.7867 | 0.8870 |
224
+ | No log | 9.1053 | 346 | 0.8353 | 0.6575 | 0.8353 | 0.9139 |
225
+ | No log | 9.1579 | 348 | 0.7967 | 0.6331 | 0.7967 | 0.8926 |
226
+ | No log | 9.2105 | 350 | 0.6959 | 0.7083 | 0.6959 | 0.8342 |
227
+ | No log | 9.2632 | 352 | 0.6727 | 0.7465 | 0.6727 | 0.8202 |
228
+ | No log | 9.3158 | 354 | 0.6768 | 0.7465 | 0.6768 | 0.8227 |
229
+ | No log | 9.3684 | 356 | 0.6848 | 0.7234 | 0.6848 | 0.8275 |
230
+ | No log | 9.4211 | 358 | 0.7323 | 0.7222 | 0.7323 | 0.8558 |
231
+ | No log | 9.4737 | 360 | 0.8868 | 0.6087 | 0.8868 | 0.9417 |
232
+ | No log | 9.5263 | 362 | 1.0768 | 0.6174 | 1.0768 | 1.0377 |
233
+ | No log | 9.5789 | 364 | 1.1301 | 0.6174 | 1.1301 | 1.0630 |
234
+ | No log | 9.6316 | 366 | 1.0379 | 0.6099 | 1.0379 | 1.0188 |
235
+ | No log | 9.6842 | 368 | 0.9133 | 0.6232 | 0.9133 | 0.9557 |
236
+ | No log | 9.7368 | 370 | 0.8531 | 0.6475 | 0.8531 | 0.9237 |
237
+ | No log | 9.7895 | 372 | 0.8084 | 0.6761 | 0.8084 | 0.8991 |
238
+ | No log | 9.8421 | 374 | 0.8364 | 0.6345 | 0.8364 | 0.9146 |
239
+ | No log | 9.8947 | 376 | 0.8414 | 0.6711 | 0.8414 | 0.9173 |
240
+ | No log | 9.9474 | 378 | 0.8869 | 0.6709 | 0.8869 | 0.9417 |
241
+ | No log | 10.0 | 380 | 0.8906 | 0.6709 | 0.8906 | 0.9437 |
242
+ | No log | 10.0526 | 382 | 0.8149 | 0.6538 | 0.8149 | 0.9027 |
243
+ | No log | 10.1053 | 384 | 0.7975 | 0.6538 | 0.7975 | 0.8930 |
244
+ | No log | 10.1579 | 386 | 0.8452 | 0.6538 | 0.8452 | 0.9193 |
245
+ | No log | 10.2105 | 388 | 0.8952 | 0.6788 | 0.8952 | 0.9462 |
246
+ | No log | 10.2632 | 390 | 0.8600 | 0.6867 | 0.8600 | 0.9274 |
247
+ | No log | 10.3158 | 392 | 0.8030 | 0.7066 | 0.8030 | 0.8961 |
248
+ | No log | 10.3684 | 394 | 0.8405 | 0.6867 | 0.8405 | 0.9168 |
249
+ | No log | 10.4211 | 396 | 0.8132 | 0.6871 | 0.8132 | 0.9018 |
250
+ | No log | 10.4737 | 398 | 0.6951 | 0.7172 | 0.6951 | 0.8337 |
251
+ | No log | 10.5263 | 400 | 0.6448 | 0.7973 | 0.6448 | 0.8030 |
252
+ | No log | 10.5789 | 402 | 0.6877 | 0.7755 | 0.6877 | 0.8293 |
253
+ | No log | 10.6316 | 404 | 0.6964 | 0.7919 | 0.6964 | 0.8345 |
254
+ | No log | 10.6842 | 406 | 0.6665 | 0.7568 | 0.6665 | 0.8164 |
255
+ | No log | 10.7368 | 408 | 0.6537 | 0.7568 | 0.6537 | 0.8085 |
256
+ | No log | 10.7895 | 410 | 0.6600 | 0.7871 | 0.6600 | 0.8124 |
257
+ | No log | 10.8421 | 412 | 0.6712 | 0.7975 | 0.6712 | 0.8193 |
258
+ | No log | 10.8947 | 414 | 0.7108 | 0.7451 | 0.7108 | 0.8431 |
259
+ | No log | 10.9474 | 416 | 0.7142 | 0.7451 | 0.7142 | 0.8451 |
260
+ | No log | 11.0 | 418 | 0.6656 | 0.7763 | 0.6656 | 0.8158 |
261
+ | No log | 11.0526 | 420 | 0.6437 | 0.7763 | 0.6437 | 0.8023 |
262
+ | No log | 11.1053 | 422 | 0.6429 | 0.7742 | 0.6429 | 0.8018 |
263
+ | No log | 11.1579 | 424 | 0.6500 | 0.7785 | 0.6500 | 0.8062 |
264
+ | No log | 11.2105 | 426 | 0.6700 | 0.7703 | 0.6700 | 0.8185 |
265
+ | No log | 11.2632 | 428 | 0.7622 | 0.6667 | 0.7622 | 0.8731 |
266
+ | No log | 11.3158 | 430 | 0.8510 | 0.6197 | 0.8510 | 0.9225 |
267
+ | No log | 11.3684 | 432 | 0.8056 | 0.6294 | 0.8056 | 0.8975 |
268
+ | No log | 11.4211 | 434 | 0.6955 | 0.7172 | 0.6955 | 0.8340 |
269
+ | No log | 11.4737 | 436 | 0.6657 | 0.7619 | 0.6657 | 0.8159 |
270
+ | No log | 11.5263 | 438 | 0.6683 | 0.7397 | 0.6683 | 0.8175 |
271
+ | No log | 11.5789 | 440 | 0.6896 | 0.7310 | 0.6896 | 0.8305 |
272
+ | No log | 11.6316 | 442 | 0.7107 | 0.7310 | 0.7107 | 0.8430 |
273
+ | No log | 11.6842 | 444 | 0.7460 | 0.7310 | 0.7460 | 0.8637 |
274
+ | No log | 11.7368 | 446 | 0.7667 | 0.6993 | 0.7667 | 0.8756 |
275
+ | No log | 11.7895 | 448 | 0.7987 | 0.6383 | 0.7987 | 0.8937 |
276
+ | No log | 11.8421 | 450 | 0.8240 | 0.6753 | 0.8240 | 0.9077 |
277
+ | No log | 11.8947 | 452 | 0.8190 | 0.6962 | 0.8190 | 0.9050 |
278
+ | No log | 11.9474 | 454 | 0.7570 | 0.7654 | 0.7570 | 0.8701 |
279
+ | No log | 12.0 | 456 | 0.7621 | 0.7317 | 0.7621 | 0.8730 |
280
+ | No log | 12.0526 | 458 | 0.7260 | 0.7702 | 0.7260 | 0.8521 |
281
+ | No log | 12.1053 | 460 | 0.7029 | 0.7310 | 0.7029 | 0.8384 |
282
+ | No log | 12.1579 | 462 | 0.7464 | 0.7133 | 0.7464 | 0.8639 |
283
+ | No log | 12.2105 | 464 | 0.8004 | 0.6232 | 0.8004 | 0.8946 |
284
+ | No log | 12.2632 | 466 | 0.7673 | 0.6901 | 0.7673 | 0.8759 |
285
+ | No log | 12.3158 | 468 | 0.7428 | 0.6853 | 0.7428 | 0.8619 |
286
+ | No log | 12.3684 | 470 | 0.7535 | 0.7237 | 0.7535 | 0.8680 |
287
+ | No log | 12.4211 | 472 | 0.7387 | 0.7516 | 0.7387 | 0.8594 |
288
+ | No log | 12.4737 | 474 | 0.6761 | 0.8075 | 0.6761 | 0.8222 |
289
+ | No log | 12.5263 | 476 | 0.6569 | 0.8272 | 0.6569 | 0.8105 |
290
+ | No log | 12.5789 | 478 | 0.6779 | 0.7975 | 0.6779 | 0.8233 |
291
+ | No log | 12.6316 | 480 | 0.7758 | 0.75 | 0.7758 | 0.8808 |
292
+ | No log | 12.6842 | 482 | 0.8481 | 0.6710 | 0.8481 | 0.9209 |
293
+ | No log | 12.7368 | 484 | 0.8547 | 0.6301 | 0.8547 | 0.9245 |
294
+ | No log | 12.7895 | 486 | 0.8352 | 0.5735 | 0.8352 | 0.9139 |
295
+ | No log | 12.8421 | 488 | 0.8434 | 0.6074 | 0.8434 | 0.9184 |
296
+ | No log | 12.8947 | 490 | 0.8093 | 0.6423 | 0.8093 | 0.8996 |
297
+ | No log | 12.9474 | 492 | 0.7863 | 0.6619 | 0.7863 | 0.8867 |
298
+ | No log | 13.0 | 494 | 0.8107 | 0.6620 | 0.8107 | 0.9004 |
299
+ | No log | 13.0526 | 496 | 0.7981 | 0.6573 | 0.7981 | 0.8934 |
300
+ | No log | 13.1053 | 498 | 0.7446 | 0.7027 | 0.7446 | 0.8629 |
301
+ | 0.359 | 13.1579 | 500 | 0.7118 | 0.7547 | 0.7118 | 0.8437 |
302
+ | 0.359 | 13.2105 | 502 | 0.6742 | 0.8242 | 0.6742 | 0.8211 |
303
+ | 0.359 | 13.2632 | 504 | 0.6670 | 0.8171 | 0.6670 | 0.8167 |
304
+ | 0.359 | 13.3158 | 506 | 0.6701 | 0.7397 | 0.6701 | 0.8186 |
305
+ | 0.359 | 13.3684 | 508 | 0.7000 | 0.7172 | 0.7000 | 0.8367 |
306
+ | 0.359 | 13.4211 | 510 | 0.7466 | 0.6853 | 0.7466 | 0.8641 |
307
+ | 0.359 | 13.4737 | 512 | 0.8463 | 0.6099 | 0.8463 | 0.9199 |
308
+ | 0.359 | 13.5263 | 514 | 0.9661 | 0.6533 | 0.9661 | 0.9829 |
309
 
310
 
311
  ### Framework versions