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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task7_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: 1.1178
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- - Qwk: 0.1594
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- - Mse: 1.1178
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- - Rmse: 1.0572
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  ## Model description
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@@ -49,271 +49,395 @@ 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 | 0.0233 | 2 | 2.6482 | -0.0369 | 2.6482 | 1.6273 |
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- | No log | 0.0465 | 4 | 1.3997 | 0.0245 | 1.3997 | 1.1831 |
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- | No log | 0.0698 | 6 | 1.1077 | -0.1255 | 1.1077 | 1.0525 |
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- | No log | 0.0930 | 8 | 1.1314 | -0.0727 | 1.1314 | 1.0637 |
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- | No log | 0.1163 | 10 | 1.1528 | -0.0672 | 1.1528 | 1.0737 |
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- | No log | 0.1395 | 12 | 1.2188 | 0.0390 | 1.2188 | 1.1040 |
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- | No log | 0.1628 | 14 | 1.1173 | 0.0609 | 1.1173 | 1.0570 |
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- | No log | 0.1860 | 16 | 1.0261 | 0.0741 | 1.0261 | 1.0130 |
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- | No log | 0.2093 | 18 | 0.9609 | 0.1181 | 0.9609 | 0.9803 |
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- | No log | 0.2326 | 20 | 1.0499 | 0.0392 | 1.0499 | 1.0246 |
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- | No log | 0.2558 | 22 | 1.0026 | 0.0451 | 1.0026 | 1.0013 |
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- | No log | 0.2791 | 24 | 0.9002 | -0.0860 | 0.9002 | 0.9488 |
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- | No log | 0.3023 | 26 | 0.8227 | 0.1139 | 0.8227 | 0.9070 |
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- | No log | 0.3256 | 28 | 0.8335 | 0.2145 | 0.8335 | 0.9130 |
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- | No log | 0.3488 | 30 | 0.8763 | 0.1142 | 0.8763 | 0.9361 |
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- | No log | 0.3721 | 32 | 0.9544 | 0.1348 | 0.9544 | 0.9769 |
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- | No log | 0.3953 | 34 | 0.9703 | 0.1348 | 0.9703 | 0.9850 |
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- | No log | 0.4186 | 36 | 0.9561 | 0.1293 | 0.9561 | 0.9778 |
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- | No log | 0.4419 | 38 | 0.8839 | 0.1268 | 0.8839 | 0.9402 |
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- | No log | 0.4651 | 40 | 0.8785 | 0.1699 | 0.8785 | 0.9373 |
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- | No log | 0.4884 | 42 | 0.8770 | 0.0643 | 0.8770 | 0.9365 |
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- | No log | 0.5116 | 44 | 0.9647 | -0.0047 | 0.9647 | 0.9822 |
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- | No log | 0.5349 | 46 | 1.1166 | -0.2811 | 1.1166 | 1.0567 |
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- | No log | 0.5581 | 48 | 1.0130 | -0.0753 | 1.0130 | 1.0065 |
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- | No log | 0.5814 | 50 | 0.9195 | 0.0741 | 0.9195 | 0.9589 |
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- | No log | 0.6047 | 52 | 0.8951 | 0.0741 | 0.8951 | 0.9461 |
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- | No log | 0.6279 | 54 | 0.8183 | 0.0725 | 0.8183 | 0.9046 |
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- | No log | 0.6512 | 56 | 0.7607 | 0.1139 | 0.7607 | 0.8722 |
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- | No log | 0.6744 | 58 | 0.7563 | 0.1094 | 0.7563 | 0.8697 |
81
- | No log | 0.6977 | 60 | 0.8016 | 0.1972 | 0.8016 | 0.8953 |
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- | No log | 0.7209 | 62 | 0.9082 | 0.1254 | 0.9082 | 0.9530 |
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- | No log | 0.7442 | 64 | 1.0833 | 0.2460 | 1.0833 | 1.0408 |
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- | No log | 0.7674 | 66 | 1.1259 | 0.1521 | 1.1259 | 1.0611 |
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- | No log | 0.7907 | 68 | 1.0700 | 0.1584 | 1.0700 | 1.0344 |
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- | No log | 0.8140 | 70 | 0.9243 | 0.2285 | 0.9243 | 0.9614 |
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- | No log | 0.8372 | 72 | 0.8514 | 0.2345 | 0.8514 | 0.9227 |
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- | No log | 0.8605 | 74 | 0.8277 | 0.1456 | 0.8277 | 0.9098 |
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- | No log | 0.8837 | 76 | 0.8187 | 0.1094 | 0.8187 | 0.9048 |
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- | No log | 0.9070 | 78 | 0.8377 | 0.0393 | 0.8377 | 0.9153 |
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- | No log | 0.9302 | 80 | 0.8340 | 0.0833 | 0.8340 | 0.9133 |
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- | No log | 0.9535 | 82 | 0.7737 | 0.2041 | 0.7737 | 0.8796 |
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- | No log | 0.9767 | 84 | 0.7169 | 0.1903 | 0.7169 | 0.8467 |
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- | No log | 1.0 | 86 | 0.7406 | 0.1598 | 0.7406 | 0.8606 |
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- | No log | 1.0233 | 88 | 0.8485 | 0.2632 | 0.8485 | 0.9211 |
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- | No log | 1.0465 | 90 | 0.8504 | 0.2843 | 0.8504 | 0.9222 |
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- | No log | 1.0698 | 92 | 0.8386 | 0.2982 | 0.8386 | 0.9158 |
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- | No log | 1.0930 | 94 | 0.8069 | 0.2784 | 0.8069 | 0.8983 |
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- | No log | 1.1163 | 96 | 0.8123 | 0.2632 | 0.8123 | 0.9013 |
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- | No log | 1.1395 | 98 | 0.9411 | 0.2193 | 0.9411 | 0.9701 |
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- | No log | 1.1628 | 100 | 1.0036 | 0.1328 | 1.0036 | 1.0018 |
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- | No log | 1.1860 | 102 | 0.9645 | 0.1264 | 0.9645 | 0.9821 |
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- | No log | 1.2093 | 104 | 0.9785 | 0.1264 | 0.9785 | 0.9892 |
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- | No log | 1.2326 | 106 | 0.9359 | 0.1264 | 0.9359 | 0.9674 |
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- | No log | 1.2558 | 108 | 0.9006 | 0.1648 | 0.9006 | 0.9490 |
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- | No log | 1.2791 | 110 | 0.9918 | 0.0715 | 0.9918 | 0.9959 |
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- | No log | 1.3023 | 112 | 1.0667 | 0.1214 | 1.0667 | 1.0328 |
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- | No log | 1.3256 | 114 | 1.0329 | 0.1584 | 1.0329 | 1.0163 |
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- | No log | 1.3488 | 116 | 0.9678 | 0.2410 | 0.9678 | 0.9838 |
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- | No log | 1.3721 | 118 | 0.8986 | 0.2843 | 0.8986 | 0.9479 |
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- | No log | 1.3953 | 120 | 0.8446 | 0.2574 | 0.8446 | 0.9190 |
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- | No log | 1.4186 | 122 | 0.8169 | 0.2467 | 0.8169 | 0.9039 |
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- | No log | 1.4419 | 124 | 0.8333 | 0.1866 | 0.8333 | 0.9129 |
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- | No log | 1.4651 | 126 | 0.8326 | 0.2319 | 0.8326 | 0.9125 |
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- | No log | 1.4884 | 128 | 0.8375 | 0.2319 | 0.8375 | 0.9152 |
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- | No log | 1.5116 | 130 | 0.8359 | 0.2319 | 0.8359 | 0.9143 |
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- | No log | 1.5349 | 132 | 0.8209 | 0.2748 | 0.8209 | 0.9060 |
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- | No log | 1.5581 | 134 | 0.8180 | 0.1050 | 0.8180 | 0.9044 |
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- | No log | 1.5814 | 136 | 0.8386 | 0.0781 | 0.8386 | 0.9158 |
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- | No log | 1.6047 | 138 | 0.9401 | 0.2223 | 0.9401 | 0.9696 |
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- | No log | 1.6279 | 140 | 1.0603 | 0.2303 | 1.0603 | 1.0297 |
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- | No log | 1.6512 | 142 | 1.1180 | 0.2134 | 1.1180 | 1.0573 |
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- | No log | 1.6744 | 144 | 1.1252 | 0.1835 | 1.1252 | 1.0607 |
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- | No log | 1.6977 | 146 | 1.1204 | 0.1799 | 1.1204 | 1.0585 |
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- | No log | 1.7209 | 148 | 1.0204 | 0.2830 | 1.0204 | 1.0101 |
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- | No log | 1.7442 | 150 | 0.8525 | 0.2352 | 0.8525 | 0.9233 |
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- | No log | 1.7674 | 152 | 0.7969 | 0.1550 | 0.7969 | 0.8927 |
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- | No log | 1.7907 | 154 | 0.7908 | 0.2204 | 0.7908 | 0.8893 |
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- | No log | 1.8140 | 156 | 0.8310 | 0.2063 | 0.8310 | 0.9116 |
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- | No log | 1.8372 | 158 | 0.8716 | 0.2275 | 0.8716 | 0.9336 |
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- | No log | 1.8605 | 160 | 0.8570 | 0.1766 | 0.8570 | 0.9257 |
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- | No log | 1.8837 | 162 | 0.8316 | 0.1766 | 0.8316 | 0.9119 |
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- | No log | 1.9070 | 164 | 0.8143 | 0.1866 | 0.8143 | 0.9024 |
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- | No log | 1.9302 | 166 | 0.7840 | 0.2621 | 0.7840 | 0.8854 |
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- | No log | 1.9535 | 168 | 0.7590 | 0.2621 | 0.7590 | 0.8712 |
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- | No log | 1.9767 | 170 | 0.7603 | 0.1866 | 0.7603 | 0.8720 |
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- | No log | 2.0 | 172 | 0.7856 | 0.2063 | 0.7856 | 0.8863 |
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- | No log | 2.0233 | 174 | 0.8487 | 0.3234 | 0.8487 | 0.9213 |
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- | No log | 2.0465 | 176 | 0.9103 | 0.3159 | 0.9103 | 0.9541 |
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- | No log | 2.0698 | 178 | 0.9118 | 0.2727 | 0.9118 | 0.9549 |
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- | No log | 2.0930 | 180 | 0.8092 | 0.2751 | 0.8092 | 0.8996 |
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- | No log | 2.1163 | 182 | 0.7294 | 0.2256 | 0.7294 | 0.8540 |
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- | No log | 2.1395 | 184 | 0.7269 | 0.2342 | 0.7269 | 0.8526 |
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- | No log | 2.1628 | 186 | 0.7310 | 0.2398 | 0.7310 | 0.8550 |
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- | No log | 2.1860 | 188 | 0.7362 | 0.2058 | 0.7362 | 0.8580 |
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- | No log | 2.2093 | 190 | 0.7545 | 0.1587 | 0.7545 | 0.8686 |
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- | No log | 2.2326 | 192 | 0.7607 | 0.1786 | 0.7607 | 0.8722 |
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- | No log | 2.2558 | 194 | 0.7504 | 0.1587 | 0.7504 | 0.8663 |
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- | No log | 2.2791 | 196 | 0.7534 | 0.1613 | 0.7534 | 0.8680 |
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- | No log | 2.3023 | 198 | 0.7677 | 0.0896 | 0.7677 | 0.8762 |
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- | No log | 2.3256 | 200 | 0.8272 | 0.3723 | 0.8272 | 0.9095 |
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- | No log | 2.3488 | 202 | 0.9575 | 0.2779 | 0.9575 | 0.9785 |
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- | No log | 2.3721 | 204 | 1.0783 | 0.2821 | 1.0783 | 1.0384 |
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- | No log | 2.3953 | 206 | 1.0299 | 0.2868 | 1.0299 | 1.0149 |
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- | No log | 2.4186 | 208 | 0.9001 | 0.2975 | 0.9001 | 0.9487 |
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- | No log | 2.4419 | 210 | 0.8134 | 0.2577 | 0.8134 | 0.9019 |
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- | No log | 2.4651 | 212 | 0.8059 | 0.2749 | 0.8059 | 0.8977 |
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- | No log | 2.4884 | 214 | 0.8151 | 0.2605 | 0.8151 | 0.9028 |
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- | No log | 2.5116 | 216 | 0.8611 | 0.2643 | 0.8611 | 0.9279 |
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- | No log | 2.5349 | 218 | 0.9281 | 0.3402 | 0.9281 | 0.9634 |
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- | No log | 2.5581 | 220 | 0.9315 | 0.3343 | 0.9315 | 0.9651 |
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- | No log | 2.5814 | 222 | 0.9670 | 0.3543 | 0.9670 | 0.9834 |
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- | No log | 2.6047 | 224 | 0.9172 | 0.2725 | 0.9172 | 0.9577 |
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- | No log | 2.6279 | 226 | 0.8717 | 0.2723 | 0.8717 | 0.9336 |
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- | No log | 2.6512 | 228 | 0.8070 | 0.2445 | 0.8070 | 0.8984 |
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- | No log | 2.6744 | 230 | 0.7919 | 0.1986 | 0.7919 | 0.8899 |
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- | No log | 2.6977 | 232 | 0.8004 | 0.1952 | 0.8004 | 0.8947 |
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- | No log | 2.7209 | 234 | 0.8316 | 0.2129 | 0.8316 | 0.9119 |
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- | No log | 2.7442 | 236 | 0.9373 | 0.2513 | 0.9373 | 0.9682 |
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- | No log | 2.7674 | 238 | 1.0237 | 0.2578 | 1.0237 | 1.0118 |
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- | No log | 2.7907 | 240 | 0.9620 | 0.1623 | 0.9620 | 0.9808 |
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- | No log | 2.8140 | 242 | 0.8730 | 0.2749 | 0.8730 | 0.9344 |
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- | No log | 2.8372 | 244 | 0.8119 | 0.3391 | 0.8119 | 0.9011 |
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- | No log | 2.8605 | 246 | 0.7908 | 0.3391 | 0.7908 | 0.8893 |
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- | No log | 2.8837 | 248 | 0.8213 | 0.3221 | 0.8213 | 0.9063 |
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- | No log | 2.9070 | 250 | 0.8904 | 0.2949 | 0.8904 | 0.9436 |
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- | No log | 2.9302 | 252 | 1.0133 | 0.3160 | 1.0133 | 1.0066 |
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- | No log | 2.9535 | 254 | 1.1344 | 0.2330 | 1.1344 | 1.0651 |
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- | No log | 2.9767 | 256 | 1.1303 | 0.2330 | 1.1303 | 1.0631 |
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- | No log | 3.0 | 258 | 0.9901 | 0.3052 | 0.9901 | 0.9950 |
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- | No log | 3.0233 | 260 | 0.8698 | 0.3256 | 0.8698 | 0.9326 |
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- | No log | 3.0465 | 262 | 0.8074 | 0.3450 | 0.8074 | 0.8985 |
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- | No log | 3.0698 | 264 | 0.7794 | 0.3209 | 0.7794 | 0.8828 |
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- | No log | 3.0930 | 266 | 0.7632 | 0.2606 | 0.7632 | 0.8736 |
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- | No log | 3.1163 | 268 | 0.7650 | 0.3247 | 0.7650 | 0.8746 |
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- | No log | 3.1395 | 270 | 0.7956 | 0.3492 | 0.7956 | 0.8920 |
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- | No log | 3.1628 | 272 | 0.8757 | 0.3397 | 0.8757 | 0.9358 |
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- | No log | 3.1860 | 274 | 0.9372 | 0.3086 | 0.9372 | 0.9681 |
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- | No log | 3.2093 | 276 | 0.9240 | 0.3086 | 0.9240 | 0.9613 |
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- | No log | 3.2326 | 278 | 0.9642 | 0.2571 | 0.9642 | 0.9819 |
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- | No log | 3.2558 | 280 | 0.9841 | 0.2636 | 0.9841 | 0.9920 |
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- | No log | 3.2791 | 282 | 0.9692 | 0.2603 | 0.9692 | 0.9845 |
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- | No log | 3.3023 | 284 | 0.9764 | 0.2603 | 0.9764 | 0.9881 |
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- | No log | 3.3256 | 286 | 1.0517 | 0.1935 | 1.0517 | 1.0255 |
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- | No log | 3.3488 | 288 | 1.0290 | 0.1935 | 1.0290 | 1.0144 |
196
- | No log | 3.3721 | 290 | 0.9124 | 0.2518 | 0.9124 | 0.9552 |
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- | No log | 3.3953 | 292 | 0.8410 | 0.2967 | 0.8410 | 0.9171 |
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- | No log | 3.4186 | 294 | 0.8287 | 0.2967 | 0.8287 | 0.9104 |
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- | No log | 3.4419 | 296 | 0.8549 | 0.2967 | 0.8549 | 0.9246 |
200
- | No log | 3.4651 | 298 | 0.8723 | 0.3095 | 0.8723 | 0.9340 |
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- | No log | 3.4884 | 300 | 0.8370 | 0.2696 | 0.8370 | 0.9149 |
202
- | No log | 3.5116 | 302 | 0.8122 | 0.2298 | 0.8122 | 0.9012 |
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- | No log | 3.5349 | 304 | 0.8245 | 0.2580 | 0.8245 | 0.9080 |
204
- | No log | 3.5581 | 306 | 0.8680 | 0.3425 | 0.8680 | 0.9316 |
205
- | No log | 3.5814 | 308 | 0.9406 | 0.2374 | 0.9406 | 0.9698 |
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- | No log | 3.6047 | 310 | 1.0496 | 0.2729 | 1.0496 | 1.0245 |
207
- | No log | 3.6279 | 312 | 1.0532 | 0.2217 | 1.0532 | 1.0262 |
208
- | No log | 3.6512 | 314 | 0.9601 | 0.2905 | 0.9601 | 0.9799 |
209
- | No log | 3.6744 | 316 | 0.9332 | 0.2651 | 0.9332 | 0.9660 |
210
- | No log | 3.6977 | 318 | 0.9229 | 0.2590 | 0.9229 | 0.9607 |
211
- | No log | 3.7209 | 320 | 0.9459 | 0.2917 | 0.9459 | 0.9726 |
212
- | No log | 3.7442 | 322 | 0.9740 | 0.2589 | 0.9740 | 0.9869 |
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- | No log | 3.7674 | 324 | 1.0901 | 0.2247 | 1.0901 | 1.0441 |
214
- | No log | 3.7907 | 326 | 1.2420 | 0.1839 | 1.2420 | 1.1145 |
215
- | No log | 3.8140 | 328 | 1.2484 | 0.1696 | 1.2484 | 1.1173 |
216
- | No log | 3.8372 | 330 | 1.1322 | 0.1729 | 1.1322 | 1.0641 |
217
- | No log | 3.8605 | 332 | 1.0318 | 0.2129 | 1.0318 | 1.0158 |
218
- | No log | 3.8837 | 334 | 0.9272 | 0.2616 | 0.9272 | 0.9629 |
219
- | No log | 3.9070 | 336 | 0.8598 | 0.3700 | 0.8598 | 0.9273 |
220
- | No log | 3.9302 | 338 | 0.8427 | 0.3146 | 0.8427 | 0.9180 |
221
- | No log | 3.9535 | 340 | 0.8453 | 0.2937 | 0.8453 | 0.9194 |
222
- | No log | 3.9767 | 342 | 0.8341 | 0.2695 | 0.8341 | 0.9133 |
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- | No log | 4.0 | 344 | 0.8736 | 0.3463 | 0.8736 | 0.9347 |
224
- | No log | 4.0233 | 346 | 0.9137 | 0.3463 | 0.9137 | 0.9559 |
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- | No log | 4.0465 | 348 | 0.9673 | 0.3740 | 0.9673 | 0.9835 |
226
- | No log | 4.0698 | 350 | 1.0170 | 0.3165 | 1.0170 | 1.0085 |
227
- | No log | 4.0930 | 352 | 1.0726 | 0.3138 | 1.0726 | 1.0356 |
228
- | No log | 4.1163 | 354 | 1.0459 | 0.3374 | 1.0459 | 1.0227 |
229
- | No log | 4.1395 | 356 | 0.9384 | 0.3397 | 0.9384 | 0.9687 |
230
- | No log | 4.1628 | 358 | 0.8448 | 0.3658 | 0.8448 | 0.9191 |
231
- | No log | 4.1860 | 360 | 0.8148 | 0.3839 | 0.8148 | 0.9027 |
232
- | No log | 4.2093 | 362 | 0.8144 | 0.2445 | 0.8144 | 0.9025 |
233
- | No log | 4.2326 | 364 | 0.9102 | 0.2724 | 0.9102 | 0.9540 |
234
- | No log | 4.2558 | 366 | 1.0922 | 0.2215 | 1.0922 | 1.0451 |
235
- | No log | 4.2791 | 368 | 1.1520 | 0.2439 | 1.1520 | 1.0733 |
236
- | No log | 4.3023 | 370 | 1.0782 | 0.2568 | 1.0782 | 1.0384 |
237
- | No log | 4.3256 | 372 | 0.9524 | 0.2892 | 0.9524 | 0.9759 |
238
- | No log | 4.3488 | 374 | 0.9105 | 0.2223 | 0.9105 | 0.9542 |
239
- | No log | 4.3721 | 376 | 0.8816 | 0.2839 | 0.8816 | 0.9390 |
240
- | No log | 4.3953 | 378 | 0.8885 | 0.3121 | 0.8885 | 0.9426 |
241
- | No log | 4.4186 | 380 | 0.9530 | 0.3115 | 0.9530 | 0.9762 |
242
- | No log | 4.4419 | 382 | 0.9478 | 0.3365 | 0.9478 | 0.9735 |
243
- | No log | 4.4651 | 384 | 0.9209 | 0.3486 | 0.9209 | 0.9596 |
244
- | No log | 4.4884 | 386 | 0.8790 | 0.3980 | 0.8790 | 0.9376 |
245
- | No log | 4.5116 | 388 | 0.8978 | 0.3183 | 0.8978 | 0.9475 |
246
- | No log | 4.5349 | 390 | 0.9640 | 0.2201 | 0.9640 | 0.9818 |
247
- | No log | 4.5581 | 392 | 1.0767 | 0.3290 | 1.0767 | 1.0376 |
248
- | No log | 4.5814 | 394 | 1.1566 | 0.2524 | 1.1566 | 1.0755 |
249
- | No log | 4.6047 | 396 | 1.1523 | 0.2635 | 1.1523 | 1.0734 |
250
- | No log | 4.6279 | 398 | 1.1634 | 0.2330 | 1.1634 | 1.0786 |
251
- | No log | 4.6512 | 400 | 1.1940 | 0.2191 | 1.1940 | 1.0927 |
252
- | No log | 4.6744 | 402 | 1.1613 | 0.2481 | 1.1613 | 1.0776 |
253
- | No log | 4.6977 | 404 | 1.0121 | 0.2627 | 1.0121 | 1.0060 |
254
- | No log | 4.7209 | 406 | 0.8709 | 0.3613 | 0.8709 | 0.9332 |
255
- | No log | 4.7442 | 408 | 0.8665 | 0.3575 | 0.8665 | 0.9309 |
256
- | No log | 4.7674 | 410 | 0.8931 | 0.3335 | 0.8931 | 0.9451 |
257
- | No log | 4.7907 | 412 | 0.8940 | 0.3382 | 0.8940 | 0.9455 |
258
- | No log | 4.8140 | 414 | 0.9261 | 0.4108 | 0.9261 | 0.9623 |
259
- | No log | 4.8372 | 416 | 0.9656 | 0.3621 | 0.9656 | 0.9826 |
260
- | No log | 4.8605 | 418 | 0.9538 | 0.3621 | 0.9538 | 0.9766 |
261
- | No log | 4.8837 | 420 | 0.9030 | 0.4108 | 0.9030 | 0.9503 |
262
- | No log | 4.9070 | 422 | 0.8484 | 0.3321 | 0.8484 | 0.9211 |
263
- | No log | 4.9302 | 424 | 0.8288 | 0.3321 | 0.8288 | 0.9104 |
264
- | No log | 4.9535 | 426 | 0.8222 | 0.3360 | 0.8222 | 0.9068 |
265
- | No log | 4.9767 | 428 | 0.8213 | 0.4023 | 0.8213 | 0.9063 |
266
- | No log | 5.0 | 430 | 0.8587 | 0.3629 | 0.8587 | 0.9267 |
267
- | No log | 5.0233 | 432 | 0.9305 | 0.3285 | 0.9305 | 0.9646 |
268
- | No log | 5.0465 | 434 | 0.9586 | 0.3036 | 0.9586 | 0.9791 |
269
- | No log | 5.0698 | 436 | 0.9370 | 0.3034 | 0.9370 | 0.9680 |
270
- | No log | 5.0930 | 438 | 0.9111 | 0.2202 | 0.9111 | 0.9545 |
271
- | No log | 5.1163 | 440 | 0.9622 | 0.2105 | 0.9622 | 0.9809 |
272
- | No log | 5.1395 | 442 | 1.0422 | 0.2706 | 1.0422 | 1.0209 |
273
- | No log | 5.1628 | 444 | 1.1129 | 0.2686 | 1.1129 | 1.0549 |
274
- | No log | 5.1860 | 446 | 1.1171 | 0.2582 | 1.1171 | 1.0569 |
275
- | No log | 5.2093 | 448 | 1.0214 | 0.3084 | 1.0214 | 1.0106 |
276
- | No log | 5.2326 | 450 | 0.9611 | 0.3845 | 0.9611 | 0.9804 |
277
- | No log | 5.2558 | 452 | 0.8748 | 0.4118 | 0.8748 | 0.9353 |
278
- | No log | 5.2791 | 454 | 0.8292 | 0.4089 | 0.8292 | 0.9106 |
279
- | No log | 5.3023 | 456 | 0.8397 | 0.4183 | 0.8397 | 0.9164 |
280
- | No log | 5.3256 | 458 | 0.9006 | 0.3432 | 0.9006 | 0.9490 |
281
- | No log | 5.3488 | 460 | 0.9664 | 0.3268 | 0.9664 | 0.9830 |
282
- | No log | 5.3721 | 462 | 0.9598 | 0.2329 | 0.9598 | 0.9797 |
283
- | No log | 5.3953 | 464 | 0.9039 | 0.3251 | 0.9039 | 0.9507 |
284
- | No log | 5.4186 | 466 | 0.8421 | 0.3486 | 0.8421 | 0.9177 |
285
- | No log | 5.4419 | 468 | 0.7849 | 0.3635 | 0.7849 | 0.8859 |
286
- | No log | 5.4651 | 470 | 0.7575 | 0.4001 | 0.7575 | 0.8703 |
287
- | No log | 5.4884 | 472 | 0.7643 | 0.4001 | 0.7643 | 0.8742 |
288
- | No log | 5.5116 | 474 | 0.7735 | 0.3885 | 0.7735 | 0.8795 |
289
- | No log | 5.5349 | 476 | 0.7756 | 0.3840 | 0.7756 | 0.8807 |
290
- | No log | 5.5581 | 478 | 0.7790 | 0.3840 | 0.7790 | 0.8826 |
291
- | No log | 5.5814 | 480 | 0.7598 | 0.4341 | 0.7598 | 0.8717 |
292
- | No log | 5.6047 | 482 | 0.7654 | 0.3906 | 0.7654 | 0.8749 |
293
- | No log | 5.6279 | 484 | 0.7978 | 0.3754 | 0.7978 | 0.8932 |
294
- | No log | 5.6512 | 486 | 0.8484 | 0.3732 | 0.8484 | 0.9211 |
295
- | No log | 5.6744 | 488 | 0.9319 | 0.3586 | 0.9319 | 0.9653 |
296
- | No log | 5.6977 | 490 | 0.9514 | 0.3321 | 0.9514 | 0.9754 |
297
- | No log | 5.7209 | 492 | 0.9691 | 0.3321 | 0.9691 | 0.9844 |
298
- | No log | 5.7442 | 494 | 0.8687 | 0.4663 | 0.8687 | 0.9320 |
299
- | No log | 5.7674 | 496 | 0.7790 | 0.4058 | 0.7790 | 0.8826 |
300
- | No log | 5.7907 | 498 | 0.7580 | 0.3902 | 0.7580 | 0.8706 |
301
- | 0.4087 | 5.8140 | 500 | 0.7576 | 0.3178 | 0.7576 | 0.8704 |
302
- | 0.4087 | 5.8372 | 502 | 0.7561 | 0.3284 | 0.7561 | 0.8696 |
303
- | 0.4087 | 5.8605 | 504 | 0.7570 | 0.4137 | 0.7570 | 0.8701 |
304
- | 0.4087 | 5.8837 | 506 | 0.7712 | 0.4360 | 0.7712 | 0.8782 |
305
- | 0.4087 | 5.9070 | 508 | 0.7854 | 0.4360 | 0.7854 | 0.8862 |
306
- | 0.4087 | 5.9302 | 510 | 0.7977 | 0.3417 | 0.7977 | 0.8931 |
307
- | 0.4087 | 5.9535 | 512 | 0.8060 | 0.3145 | 0.8060 | 0.8978 |
308
- | 0.4087 | 5.9767 | 514 | 0.8177 | 0.2841 | 0.8177 | 0.9042 |
309
- | 0.4087 | 6.0 | 516 | 0.8243 | 0.4240 | 0.8243 | 0.9079 |
310
- | 0.4087 | 6.0233 | 518 | 0.8772 | 0.3883 | 0.8772 | 0.9366 |
311
- | 0.4087 | 6.0465 | 520 | 0.9470 | 0.3474 | 0.9470 | 0.9731 |
312
- | 0.4087 | 6.0698 | 522 | 0.9742 | 0.3052 | 0.9742 | 0.9870 |
313
- | 0.4087 | 6.0930 | 524 | 1.0244 | 0.1434 | 1.0244 | 1.0121 |
314
- | 0.4087 | 6.1163 | 526 | 1.0639 | 0.1434 | 1.0639 | 1.0315 |
315
- | 0.4087 | 6.1395 | 528 | 1.1227 | 0.1628 | 1.1227 | 1.0596 |
316
- | 0.4087 | 6.1628 | 530 | 1.1178 | 0.1594 | 1.1178 | 1.0572 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
317
 
318
 
319
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task7_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:
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+ - Loss: 0.7717
19
+ - Qwk: 0.3008
20
+ - Mse: 0.7717
21
+ - Rmse: 0.8785
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0220 | 2 | 2.5613 | -0.0788 | 2.5613 | 1.6004 |
53
+ | No log | 0.0440 | 4 | 1.2802 | 0.1274 | 1.2802 | 1.1315 |
54
+ | No log | 0.0659 | 6 | 1.3299 | -0.2523 | 1.3299 | 1.1532 |
55
+ | No log | 0.0879 | 8 | 1.3235 | -0.0410 | 1.3235 | 1.1504 |
56
+ | No log | 0.1099 | 10 | 1.2829 | -0.0733 | 1.2829 | 1.1327 |
57
+ | No log | 0.1319 | 12 | 0.9228 | 0.2192 | 0.9228 | 0.9606 |
58
+ | No log | 0.1538 | 14 | 0.8620 | 0.2124 | 0.8620 | 0.9284 |
59
+ | No log | 0.1758 | 16 | 0.9431 | 0.2075 | 0.9431 | 0.9711 |
60
+ | No log | 0.1978 | 18 | 0.8213 | 0.2116 | 0.8213 | 0.9063 |
61
+ | No log | 0.2198 | 20 | 0.8177 | 0.2027 | 0.8177 | 0.9043 |
62
+ | No log | 0.2418 | 22 | 0.8190 | 0.1815 | 0.8190 | 0.9050 |
63
+ | No log | 0.2637 | 24 | 0.8413 | 0.1065 | 0.8413 | 0.9172 |
64
+ | No log | 0.2857 | 26 | 0.8103 | 0.0541 | 0.8103 | 0.9001 |
65
+ | No log | 0.3077 | 28 | 0.7474 | 0.0804 | 0.7474 | 0.8645 |
66
+ | No log | 0.3297 | 30 | 0.7475 | 0.1539 | 0.7475 | 0.8646 |
67
+ | No log | 0.3516 | 32 | 0.8070 | 0.0432 | 0.8070 | 0.8983 |
68
+ | No log | 0.3736 | 34 | 0.9479 | 0.2703 | 0.9479 | 0.9736 |
69
+ | No log | 0.3956 | 36 | 0.8689 | 0.2012 | 0.8689 | 0.9322 |
70
+ | No log | 0.4176 | 38 | 0.7518 | 0.1591 | 0.7518 | 0.8671 |
71
+ | No log | 0.4396 | 40 | 0.8631 | 0.1660 | 0.8631 | 0.9290 |
72
+ | No log | 0.4615 | 42 | 0.8732 | 0.1660 | 0.8732 | 0.9344 |
73
+ | No log | 0.4835 | 44 | 0.8164 | 0.2142 | 0.8164 | 0.9035 |
74
+ | No log | 0.5055 | 46 | 0.7452 | 0.1327 | 0.7452 | 0.8632 |
75
+ | No log | 0.5275 | 48 | 0.7695 | 0.0757 | 0.7695 | 0.8772 |
76
+ | No log | 0.5495 | 50 | 0.8767 | 0.1416 | 0.8767 | 0.9363 |
77
+ | No log | 0.5714 | 52 | 0.9427 | 0.2463 | 0.9427 | 0.9709 |
78
+ | No log | 0.5934 | 54 | 0.9189 | 0.2193 | 0.9189 | 0.9586 |
79
+ | No log | 0.6154 | 56 | 0.8287 | 0.1866 | 0.8287 | 0.9104 |
80
+ | No log | 0.6374 | 58 | 0.7704 | 0.1094 | 0.7704 | 0.8777 |
81
+ | No log | 0.6593 | 60 | 0.7414 | 0.1187 | 0.7414 | 0.8610 |
82
+ | No log | 0.6813 | 62 | 0.7599 | 0.0966 | 0.7599 | 0.8717 |
83
+ | No log | 0.7033 | 64 | 0.7468 | 0.0608 | 0.7468 | 0.8642 |
84
+ | No log | 0.7253 | 66 | 0.7131 | 0.1236 | 0.7131 | 0.8445 |
85
+ | No log | 0.7473 | 68 | 0.7228 | 0.0840 | 0.7228 | 0.8501 |
86
+ | No log | 0.7692 | 70 | 0.7378 | 0.0840 | 0.7378 | 0.8589 |
87
+ | No log | 0.7912 | 72 | 0.7820 | -0.0103 | 0.7820 | 0.8843 |
88
+ | No log | 0.8132 | 74 | 1.0385 | 0.0075 | 1.0385 | 1.0191 |
89
+ | No log | 0.8352 | 76 | 1.1489 | 0.1144 | 1.1489 | 1.0719 |
90
+ | No log | 0.8571 | 78 | 1.0682 | -0.0665 | 1.0682 | 1.0336 |
91
+ | No log | 0.8791 | 80 | 0.9372 | -0.1391 | 0.9372 | 0.9681 |
92
+ | No log | 0.9011 | 82 | 1.1543 | -0.0980 | 1.1543 | 1.0744 |
93
+ | No log | 0.9231 | 84 | 1.3920 | -0.0360 | 1.3920 | 1.1798 |
94
+ | No log | 0.9451 | 86 | 1.3371 | 0.0111 | 1.3371 | 1.1563 |
95
+ | No log | 0.9670 | 88 | 1.0477 | 0.2756 | 1.0477 | 1.0236 |
96
+ | No log | 0.9890 | 90 | 0.7194 | 0.2967 | 0.7194 | 0.8482 |
97
+ | No log | 1.0110 | 92 | 0.7239 | 0.3846 | 0.7239 | 0.8508 |
98
+ | No log | 1.0330 | 94 | 0.8064 | 0.3782 | 0.8064 | 0.8980 |
99
+ | No log | 1.0549 | 96 | 1.0384 | 0.4253 | 1.0384 | 1.0190 |
100
+ | No log | 1.0769 | 98 | 0.8974 | 0.3998 | 0.8974 | 0.9473 |
101
+ | No log | 1.0989 | 100 | 0.6655 | 0.2981 | 0.6655 | 0.8158 |
102
+ | No log | 1.1209 | 102 | 0.6497 | 0.0810 | 0.6497 | 0.8061 |
103
+ | No log | 1.1429 | 104 | 0.6702 | 0.2099 | 0.6702 | 0.8187 |
104
+ | No log | 1.1648 | 106 | 0.8173 | 0.2692 | 0.8173 | 0.9041 |
105
+ | No log | 1.1868 | 108 | 1.0373 | 0.3251 | 1.0373 | 1.0185 |
106
+ | No log | 1.2088 | 110 | 1.0907 | 0.3538 | 1.0907 | 1.0443 |
107
+ | No log | 1.2308 | 112 | 0.9001 | 0.3560 | 0.9001 | 0.9487 |
108
+ | No log | 1.2527 | 114 | 0.6986 | 0.3267 | 0.6986 | 0.8358 |
109
+ | No log | 1.2747 | 116 | 0.6600 | 0.4001 | 0.6600 | 0.8124 |
110
+ | No log | 1.2967 | 118 | 0.7002 | 0.3127 | 0.7002 | 0.8368 |
111
+ | No log | 1.3187 | 120 | 0.8207 | 0.3803 | 0.8207 | 0.9059 |
112
+ | No log | 1.3407 | 122 | 0.7484 | 0.3544 | 0.7484 | 0.8651 |
113
+ | No log | 1.3626 | 124 | 0.6579 | 0.3590 | 0.6579 | 0.8111 |
114
+ | No log | 1.3846 | 126 | 0.5901 | 0.3552 | 0.5901 | 0.7682 |
115
+ | No log | 1.4066 | 128 | 0.5857 | 0.4086 | 0.5857 | 0.7653 |
116
+ | No log | 1.4286 | 130 | 0.5948 | 0.3701 | 0.5948 | 0.7713 |
117
+ | No log | 1.4505 | 132 | 0.5937 | 0.3976 | 0.5937 | 0.7705 |
118
+ | No log | 1.4725 | 134 | 0.6853 | 0.3913 | 0.6853 | 0.8279 |
119
+ | No log | 1.4945 | 136 | 0.6682 | 0.3280 | 0.6682 | 0.8174 |
120
+ | No log | 1.5165 | 138 | 0.6306 | 0.3127 | 0.6306 | 0.7941 |
121
+ | No log | 1.5385 | 140 | 0.6583 | 0.2359 | 0.6583 | 0.8113 |
122
+ | No log | 1.5604 | 142 | 0.7029 | 0.2576 | 0.7029 | 0.8384 |
123
+ | No log | 1.5824 | 144 | 0.6796 | 0.2129 | 0.6796 | 0.8244 |
124
+ | No log | 1.6044 | 146 | 0.6704 | 0.2319 | 0.6704 | 0.8188 |
125
+ | No log | 1.6264 | 148 | 0.6590 | 0.2007 | 0.6590 | 0.8118 |
126
+ | No log | 1.6484 | 150 | 0.6719 | 0.1953 | 0.6719 | 0.8197 |
127
+ | No log | 1.6703 | 152 | 0.7294 | 0.2847 | 0.7294 | 0.8540 |
128
+ | No log | 1.6923 | 154 | 0.7757 | 0.3520 | 0.7757 | 0.8808 |
129
+ | No log | 1.7143 | 156 | 0.7748 | 0.3754 | 0.7748 | 0.8802 |
130
+ | No log | 1.7363 | 158 | 0.7335 | 0.2751 | 0.7335 | 0.8565 |
131
+ | No log | 1.7582 | 160 | 0.7499 | 0.2471 | 0.7499 | 0.8660 |
132
+ | No log | 1.7802 | 162 | 0.7757 | 0.0896 | 0.7757 | 0.8808 |
133
+ | No log | 1.8022 | 164 | 0.9185 | 0.1995 | 0.9185 | 0.9584 |
134
+ | No log | 1.8242 | 166 | 0.9777 | 0.1839 | 0.9777 | 0.9888 |
135
+ | No log | 1.8462 | 168 | 0.9983 | 0.1534 | 0.9983 | 0.9991 |
136
+ | No log | 1.8681 | 170 | 0.8921 | 0.2223 | 0.8921 | 0.9445 |
137
+ | No log | 1.8901 | 172 | 0.7746 | 0.2096 | 0.7746 | 0.8801 |
138
+ | No log | 1.9121 | 174 | 0.7380 | 0.2096 | 0.7380 | 0.8591 |
139
+ | No log | 1.9341 | 176 | 0.8120 | 0.3261 | 0.8120 | 0.9011 |
140
+ | No log | 1.9560 | 178 | 0.8041 | 0.2722 | 0.8041 | 0.8967 |
141
+ | No log | 1.9780 | 180 | 0.7623 | 0.1850 | 0.7623 | 0.8731 |
142
+ | No log | 2.0 | 182 | 0.7524 | 0.1686 | 0.7524 | 0.8674 |
143
+ | No log | 2.0220 | 184 | 0.7497 | 0.0968 | 0.7497 | 0.8658 |
144
+ | No log | 2.0440 | 186 | 0.7798 | 0.1222 | 0.7798 | 0.8831 |
145
+ | No log | 2.0659 | 188 | 0.9149 | 0.2336 | 0.9149 | 0.9565 |
146
+ | No log | 2.0879 | 190 | 0.8849 | 0.3256 | 0.8849 | 0.9407 |
147
+ | No log | 2.1099 | 192 | 0.8454 | 0.2045 | 0.8454 | 0.9195 |
148
+ | No log | 2.1319 | 194 | 0.8785 | 0.1409 | 0.8785 | 0.9373 |
149
+ | No log | 2.1538 | 196 | 0.9131 | 0.1706 | 0.9131 | 0.9556 |
150
+ | No log | 2.1758 | 198 | 0.8814 | 0.1409 | 0.8814 | 0.9389 |
151
+ | No log | 2.1978 | 200 | 0.9310 | 0.1328 | 0.9310 | 0.9649 |
152
+ | No log | 2.2198 | 202 | 0.9615 | 0.0575 | 0.9615 | 0.9805 |
153
+ | No log | 2.2418 | 204 | 0.9926 | 0.1682 | 0.9926 | 0.9963 |
154
+ | No log | 2.2637 | 206 | 0.8570 | 0.3562 | 0.8570 | 0.9257 |
155
+ | No log | 2.2857 | 208 | 0.7815 | 0.3302 | 0.7815 | 0.8840 |
156
+ | No log | 2.3077 | 210 | 0.8491 | 0.3194 | 0.8491 | 0.9215 |
157
+ | No log | 2.3297 | 212 | 0.9259 | 0.3251 | 0.9259 | 0.9623 |
158
+ | No log | 2.3516 | 214 | 0.8172 | 0.3319 | 0.8172 | 0.9040 |
159
+ | No log | 2.3736 | 216 | 0.6830 | 0.3530 | 0.6830 | 0.8265 |
160
+ | No log | 2.3956 | 218 | 0.7128 | 0.2803 | 0.7128 | 0.8443 |
161
+ | No log | 2.4176 | 220 | 0.7017 | 0.2105 | 0.7017 | 0.8377 |
162
+ | No log | 2.4396 | 222 | 0.7548 | 0.1472 | 0.7548 | 0.8688 |
163
+ | No log | 2.4615 | 224 | 0.9613 | 0.1525 | 0.9613 | 0.9804 |
164
+ | No log | 2.4835 | 226 | 1.0410 | 0.1410 | 1.0410 | 1.0203 |
165
+ | No log | 2.5055 | 228 | 0.9306 | 0.1853 | 0.9306 | 0.9647 |
166
+ | No log | 2.5275 | 230 | 0.8352 | 0.1995 | 0.8352 | 0.9139 |
167
+ | No log | 2.5495 | 232 | 0.7530 | 0.1181 | 0.7530 | 0.8678 |
168
+ | No log | 2.5714 | 234 | 0.7466 | 0.0552 | 0.7466 | 0.8641 |
169
+ | No log | 2.5934 | 236 | 0.8014 | 0.2547 | 0.8014 | 0.8952 |
170
+ | No log | 2.6154 | 238 | 0.9044 | 0.2949 | 0.9044 | 0.9510 |
171
+ | No log | 2.6374 | 240 | 0.8635 | 0.3319 | 0.8635 | 0.9292 |
172
+ | No log | 2.6593 | 242 | 0.7750 | 0.2547 | 0.7750 | 0.8804 |
173
+ | No log | 2.6813 | 244 | 0.7322 | 0.2386 | 0.7322 | 0.8557 |
174
+ | No log | 2.7033 | 246 | 0.7836 | 0.2072 | 0.7836 | 0.8852 |
175
+ | No log | 2.7253 | 248 | 0.7681 | 0.1969 | 0.7681 | 0.8764 |
176
+ | No log | 2.7473 | 250 | 0.8205 | 0.1740 | 0.8205 | 0.9058 |
177
+ | No log | 2.7692 | 252 | 0.8630 | 0.3008 | 0.8630 | 0.9290 |
178
+ | No log | 2.7912 | 254 | 0.8126 | 0.2839 | 0.8126 | 0.9015 |
179
+ | No log | 2.8132 | 256 | 0.7539 | 0.2058 | 0.7539 | 0.8683 |
180
+ | No log | 2.8352 | 258 | 0.7581 | 0.2445 | 0.7581 | 0.8707 |
181
+ | No log | 2.8571 | 260 | 0.7692 | 0.2445 | 0.7692 | 0.8771 |
182
+ | No log | 2.8791 | 262 | 0.7882 | 0.2261 | 0.7882 | 0.8878 |
183
+ | No log | 2.9011 | 264 | 0.7307 | 0.0975 | 0.7307 | 0.8548 |
184
+ | No log | 2.9231 | 266 | 0.6641 | 0.2092 | 0.6641 | 0.8149 |
185
+ | No log | 2.9451 | 268 | 0.6598 | 0.2334 | 0.6598 | 0.8123 |
186
+ | No log | 2.9670 | 270 | 0.7903 | 0.3940 | 0.7903 | 0.8890 |
187
+ | No log | 2.9890 | 272 | 0.9391 | 0.3160 | 0.9391 | 0.9690 |
188
+ | No log | 3.0110 | 274 | 0.9423 | 0.3597 | 0.9423 | 0.9707 |
189
+ | No log | 3.0330 | 276 | 0.7849 | 0.4335 | 0.7849 | 0.8859 |
190
+ | No log | 3.0549 | 278 | 0.6068 | 0.4278 | 0.6068 | 0.7790 |
191
+ | No log | 3.0769 | 280 | 0.5818 | 0.5231 | 0.5818 | 0.7628 |
192
+ | No log | 3.0989 | 282 | 0.5619 | 0.5268 | 0.5619 | 0.7496 |
193
+ | No log | 3.1209 | 284 | 0.6224 | 0.4622 | 0.6224 | 0.7889 |
194
+ | No log | 3.1429 | 286 | 0.7474 | 0.3653 | 0.7474 | 0.8645 |
195
+ | No log | 3.1648 | 288 | 0.7302 | 0.3183 | 0.7302 | 0.8545 |
196
+ | No log | 3.1868 | 290 | 0.6528 | 0.3984 | 0.6528 | 0.8080 |
197
+ | No log | 3.2088 | 292 | 0.6298 | 0.3883 | 0.6298 | 0.7936 |
198
+ | No log | 3.2308 | 294 | 0.6507 | 0.3656 | 0.6507 | 0.8066 |
199
+ | No log | 3.2527 | 296 | 0.6740 | 0.3910 | 0.6740 | 0.8209 |
200
+ | No log | 3.2747 | 298 | 0.7077 | 0.3011 | 0.7077 | 0.8413 |
201
+ | No log | 3.2967 | 300 | 0.7590 | 0.3737 | 0.7590 | 0.8712 |
202
+ | No log | 3.3187 | 302 | 0.7689 | 0.3590 | 0.7689 | 0.8769 |
203
+ | No log | 3.3407 | 304 | 0.7847 | 0.3409 | 0.7847 | 0.8859 |
204
+ | No log | 3.3626 | 306 | 0.8381 | 0.3333 | 0.8381 | 0.9155 |
205
+ | No log | 3.3846 | 308 | 0.8442 | 0.3394 | 0.8442 | 0.9188 |
206
+ | No log | 3.4066 | 310 | 0.7353 | 0.3444 | 0.7353 | 0.8575 |
207
+ | No log | 3.4286 | 312 | 0.6257 | 0.2717 | 0.6257 | 0.7910 |
208
+ | No log | 3.4505 | 314 | 0.6356 | 0.2717 | 0.6356 | 0.7973 |
209
+ | No log | 3.4725 | 316 | 0.6969 | 0.2685 | 0.6969 | 0.8348 |
210
+ | No log | 3.4945 | 318 | 0.7323 | 0.2847 | 0.7323 | 0.8557 |
211
+ | No log | 3.5165 | 320 | 0.7072 | 0.3127 | 0.7072 | 0.8410 |
212
+ | No log | 3.5385 | 322 | 0.6350 | 0.3267 | 0.6350 | 0.7969 |
213
+ | No log | 3.5604 | 324 | 0.6282 | 0.3267 | 0.6282 | 0.7926 |
214
+ | No log | 3.5824 | 326 | 0.6196 | 0.3701 | 0.6196 | 0.7872 |
215
+ | No log | 3.6044 | 328 | 0.6644 | 0.3843 | 0.6644 | 0.8151 |
216
+ | No log | 3.6264 | 330 | 0.7907 | 0.4051 | 0.7907 | 0.8892 |
217
+ | No log | 3.6484 | 332 | 0.8373 | 0.3740 | 0.8373 | 0.9150 |
218
+ | No log | 3.6703 | 334 | 0.7756 | 0.3344 | 0.7756 | 0.8807 |
219
+ | No log | 3.6923 | 336 | 0.6682 | 0.3865 | 0.6682 | 0.8175 |
220
+ | No log | 3.7143 | 338 | 0.6692 | 0.3970 | 0.6692 | 0.8181 |
221
+ | No log | 3.7363 | 340 | 0.6673 | 0.3352 | 0.6673 | 0.8169 |
222
+ | No log | 3.7582 | 342 | 0.6682 | 0.4027 | 0.6682 | 0.8175 |
223
+ | No log | 3.7802 | 344 | 0.6781 | 0.3728 | 0.6781 | 0.8234 |
224
+ | No log | 3.8022 | 346 | 0.6963 | 0.3649 | 0.6963 | 0.8344 |
225
+ | No log | 3.8242 | 348 | 0.7256 | 0.3088 | 0.7256 | 0.8518 |
226
+ | No log | 3.8462 | 350 | 0.7700 | 0.2576 | 0.7700 | 0.8775 |
227
+ | No log | 3.8681 | 352 | 0.8158 | 0.2547 | 0.8158 | 0.9032 |
228
+ | No log | 3.8901 | 354 | 0.7625 | 0.2547 | 0.7625 | 0.8732 |
229
+ | No log | 3.9121 | 356 | 0.6936 | 0.3023 | 0.6936 | 0.8328 |
230
+ | No log | 3.9341 | 358 | 0.6549 | 0.3572 | 0.6549 | 0.8092 |
231
+ | No log | 3.9560 | 360 | 0.6501 | 0.2652 | 0.6501 | 0.8063 |
232
+ | No log | 3.9780 | 362 | 0.6465 | 0.3002 | 0.6465 | 0.8041 |
233
+ | No log | 4.0 | 364 | 0.6381 | 0.3380 | 0.6381 | 0.7988 |
234
+ | No log | 4.0220 | 366 | 0.6370 | 0.3426 | 0.6370 | 0.7981 |
235
+ | No log | 4.0440 | 368 | 0.6429 | 0.3675 | 0.6429 | 0.8018 |
236
+ | No log | 4.0659 | 370 | 0.6941 | 0.3329 | 0.6941 | 0.8331 |
237
+ | No log | 4.0879 | 372 | 0.7371 | 0.3822 | 0.7371 | 0.8586 |
238
+ | No log | 4.1099 | 374 | 0.7513 | 0.3456 | 0.7513 | 0.8668 |
239
+ | No log | 4.1319 | 376 | 0.7049 | 0.3615 | 0.7049 | 0.8396 |
240
+ | No log | 4.1538 | 378 | 0.6840 | 0.3498 | 0.6840 | 0.8270 |
241
+ | No log | 4.1758 | 380 | 0.6752 | 0.3763 | 0.6752 | 0.8217 |
242
+ | No log | 4.1978 | 382 | 0.7139 | 0.3261 | 0.7139 | 0.8449 |
243
+ | No log | 4.2198 | 384 | 0.7184 | 0.3519 | 0.7184 | 0.8476 |
244
+ | No log | 4.2418 | 386 | 0.6520 | 0.3763 | 0.6520 | 0.8075 |
245
+ | No log | 4.2637 | 388 | 0.6161 | 0.2907 | 0.6161 | 0.7850 |
246
+ | No log | 4.2857 | 390 | 0.5880 | 0.3070 | 0.5880 | 0.7668 |
247
+ | No log | 4.3077 | 392 | 0.6136 | 0.3498 | 0.6136 | 0.7833 |
248
+ | No log | 4.3297 | 394 | 0.6946 | 0.4664 | 0.6946 | 0.8335 |
249
+ | No log | 4.3516 | 396 | 0.6788 | 0.4409 | 0.6788 | 0.8239 |
250
+ | No log | 4.3736 | 398 | 0.7165 | 0.4067 | 0.7165 | 0.8465 |
251
+ | No log | 4.3956 | 400 | 0.7297 | 0.4067 | 0.7297 | 0.8542 |
252
+ | No log | 4.4176 | 402 | 0.7075 | 0.4224 | 0.7075 | 0.8411 |
253
+ | No log | 4.4396 | 404 | 0.6696 | 0.3712 | 0.6696 | 0.8183 |
254
+ | No log | 4.4615 | 406 | 0.6701 | 0.4076 | 0.6701 | 0.8186 |
255
+ | No log | 4.4835 | 408 | 0.7365 | 0.3409 | 0.7365 | 0.8582 |
256
+ | No log | 4.5055 | 410 | 0.8132 | 0.3100 | 0.8132 | 0.9018 |
257
+ | No log | 4.5275 | 412 | 0.7786 | 0.2604 | 0.7786 | 0.8824 |
258
+ | No log | 4.5495 | 414 | 0.7286 | 0.3391 | 0.7286 | 0.8536 |
259
+ | No log | 4.5714 | 416 | 0.7210 | 0.3910 | 0.7210 | 0.8491 |
260
+ | No log | 4.5934 | 418 | 0.7016 | 0.3079 | 0.7016 | 0.8376 |
261
+ | No log | 4.6154 | 420 | 0.6598 | 0.3158 | 0.6598 | 0.8123 |
262
+ | No log | 4.6374 | 422 | 0.6394 | 0.2783 | 0.6394 | 0.7996 |
263
+ | No log | 4.6593 | 424 | 0.6793 | 0.3032 | 0.6793 | 0.8242 |
264
+ | No log | 4.6813 | 426 | 0.6943 | 0.3302 | 0.6943 | 0.8333 |
265
+ | No log | 4.7033 | 428 | 0.6687 | 0.3590 | 0.6687 | 0.8177 |
266
+ | No log | 4.7253 | 430 | 0.6535 | 0.3662 | 0.6535 | 0.8084 |
267
+ | No log | 4.7473 | 432 | 0.5940 | 0.3308 | 0.5940 | 0.7707 |
268
+ | No log | 4.7692 | 434 | 0.5798 | 0.3886 | 0.5798 | 0.7614 |
269
+ | No log | 4.7912 | 436 | 0.5863 | 0.3308 | 0.5863 | 0.7657 |
270
+ | No log | 4.8132 | 438 | 0.6309 | 0.4352 | 0.6309 | 0.7943 |
271
+ | No log | 4.8352 | 440 | 0.7110 | 0.3586 | 0.7110 | 0.8432 |
272
+ | No log | 4.8571 | 442 | 0.7148 | 0.3586 | 0.7148 | 0.8454 |
273
+ | No log | 4.8791 | 444 | 0.6445 | 0.3985 | 0.6445 | 0.8028 |
274
+ | No log | 4.9011 | 446 | 0.5887 | 0.4617 | 0.5887 | 0.7673 |
275
+ | No log | 4.9231 | 448 | 0.6010 | 0.4127 | 0.6010 | 0.7753 |
276
+ | No log | 4.9451 | 450 | 0.6303 | 0.3654 | 0.6303 | 0.7939 |
277
+ | No log | 4.9670 | 452 | 0.6458 | 0.3862 | 0.6458 | 0.8036 |
278
+ | No log | 4.9890 | 454 | 0.6762 | 0.3763 | 0.6762 | 0.8223 |
279
+ | No log | 5.0110 | 456 | 0.6811 | 0.3763 | 0.6811 | 0.8253 |
280
+ | No log | 5.0330 | 458 | 0.6751 | 0.4044 | 0.6751 | 0.8217 |
281
+ | No log | 5.0549 | 460 | 0.6483 | 0.3530 | 0.6483 | 0.8051 |
282
+ | No log | 5.0769 | 462 | 0.6300 | 0.3754 | 0.6300 | 0.7937 |
283
+ | No log | 5.0989 | 464 | 0.6234 | 0.3704 | 0.6234 | 0.7895 |
284
+ | No log | 5.1209 | 466 | 0.6193 | 0.3886 | 0.6193 | 0.7870 |
285
+ | No log | 5.1429 | 468 | 0.6828 | 0.4371 | 0.6828 | 0.8263 |
286
+ | No log | 5.1648 | 470 | 0.7508 | 0.3586 | 0.7508 | 0.8665 |
287
+ | No log | 5.1868 | 472 | 0.7453 | 0.3586 | 0.7453 | 0.8633 |
288
+ | No log | 5.2088 | 474 | 0.6900 | 0.4597 | 0.6900 | 0.8307 |
289
+ | No log | 5.2308 | 476 | 0.6662 | 0.4352 | 0.6662 | 0.8162 |
290
+ | No log | 5.2527 | 478 | 0.6649 | 0.4352 | 0.6649 | 0.8154 |
291
+ | No log | 5.2747 | 480 | 0.6368 | 0.3787 | 0.6368 | 0.7980 |
292
+ | No log | 5.2967 | 482 | 0.6430 | 0.3787 | 0.6430 | 0.8019 |
293
+ | No log | 5.3187 | 484 | 0.6751 | 0.3787 | 0.6751 | 0.8216 |
294
+ | No log | 5.3407 | 486 | 0.7053 | 0.3813 | 0.7053 | 0.8398 |
295
+ | No log | 5.3626 | 488 | 0.7143 | 0.3551 | 0.7143 | 0.8452 |
296
+ | No log | 5.3846 | 490 | 0.7407 | 0.3569 | 0.7407 | 0.8607 |
297
+ | No log | 5.4066 | 492 | 0.7422 | 0.3498 | 0.7422 | 0.8615 |
298
+ | No log | 5.4286 | 494 | 0.7215 | 0.3763 | 0.7215 | 0.8494 |
299
+ | No log | 5.4505 | 496 | 0.6907 | 0.2652 | 0.6907 | 0.8311 |
300
+ | No log | 5.4725 | 498 | 0.6798 | 0.2684 | 0.6798 | 0.8245 |
301
+ | 0.3789 | 5.4945 | 500 | 0.6775 | 0.3599 | 0.6775 | 0.8231 |
302
+ | 0.3789 | 5.5165 | 502 | 0.6910 | 0.3763 | 0.6910 | 0.8312 |
303
+ | 0.3789 | 5.5385 | 504 | 0.7152 | 0.3817 | 0.7152 | 0.8457 |
304
+ | 0.3789 | 5.5604 | 506 | 0.7103 | 0.4081 | 0.7103 | 0.8428 |
305
+ | 0.3789 | 5.5824 | 508 | 0.6757 | 0.4419 | 0.6757 | 0.8220 |
306
+ | 0.3789 | 5.6044 | 510 | 0.6343 | 0.3787 | 0.6343 | 0.7964 |
307
+ | 0.3789 | 5.6264 | 512 | 0.6162 | 0.3787 | 0.6162 | 0.7850 |
308
+ | 0.3789 | 5.6484 | 514 | 0.6499 | 0.3253 | 0.6499 | 0.8062 |
309
+ | 0.3789 | 5.6703 | 516 | 0.7162 | 0.3737 | 0.7162 | 0.8463 |
310
+ | 0.3789 | 5.6923 | 518 | 0.7370 | 0.3737 | 0.7370 | 0.8585 |
311
+ | 0.3789 | 5.7143 | 520 | 0.7024 | 0.3737 | 0.7024 | 0.8381 |
312
+ | 0.3789 | 5.7363 | 522 | 0.6747 | 0.3041 | 0.6747 | 0.8214 |
313
+ | 0.3789 | 5.7582 | 524 | 0.6765 | 0.3599 | 0.6765 | 0.8225 |
314
+ | 0.3789 | 5.7802 | 526 | 0.6775 | 0.3865 | 0.6775 | 0.8231 |
315
+ | 0.3789 | 5.8022 | 528 | 0.6961 | 0.4020 | 0.6961 | 0.8344 |
316
+ | 0.3789 | 5.8242 | 530 | 0.7386 | 0.3770 | 0.7386 | 0.8594 |
317
+ | 0.3789 | 5.8462 | 532 | 0.7530 | 0.3869 | 0.7530 | 0.8678 |
318
+ | 0.3789 | 5.8681 | 534 | 0.7699 | 0.3606 | 0.7699 | 0.8775 |
319
+ | 0.3789 | 5.8901 | 536 | 0.7490 | 0.3869 | 0.7490 | 0.8655 |
320
+ | 0.3789 | 5.9121 | 538 | 0.7461 | 0.3630 | 0.7461 | 0.8637 |
321
+ | 0.3789 | 5.9341 | 540 | 0.7373 | 0.3384 | 0.7373 | 0.8587 |
322
+ | 0.3789 | 5.9560 | 542 | 0.6866 | 0.4371 | 0.6866 | 0.8286 |
323
+ | 0.3789 | 5.9780 | 544 | 0.6214 | 0.4964 | 0.6214 | 0.7883 |
324
+ | 0.3789 | 6.0 | 546 | 0.6083 | 0.4482 | 0.6083 | 0.7799 |
325
+ | 0.3789 | 6.0220 | 548 | 0.6373 | 0.4639 | 0.6373 | 0.7983 |
326
+ | 0.3789 | 6.0440 | 550 | 0.6737 | 0.4555 | 0.6737 | 0.8208 |
327
+ | 0.3789 | 6.0659 | 552 | 0.6854 | 0.4067 | 0.6854 | 0.8279 |
328
+ | 0.3789 | 6.0879 | 554 | 0.6618 | 0.4067 | 0.6618 | 0.8135 |
329
+ | 0.3789 | 6.1099 | 556 | 0.6569 | 0.4314 | 0.6569 | 0.8105 |
330
+ | 0.3789 | 6.1319 | 558 | 0.6473 | 0.4314 | 0.6473 | 0.8046 |
331
+ | 0.3789 | 6.1538 | 560 | 0.6861 | 0.4186 | 0.6861 | 0.8283 |
332
+ | 0.3789 | 6.1758 | 562 | 0.7809 | 0.3645 | 0.7809 | 0.8837 |
333
+ | 0.3789 | 6.1978 | 564 | 0.7850 | 0.3868 | 0.7850 | 0.8860 |
334
+ | 0.3789 | 6.2198 | 566 | 0.7492 | 0.4275 | 0.7492 | 0.8656 |
335
+ | 0.3789 | 6.2418 | 568 | 0.7450 | 0.4197 | 0.7450 | 0.8632 |
336
+ | 0.3789 | 6.2637 | 570 | 0.7502 | 0.3844 | 0.7502 | 0.8661 |
337
+ | 0.3789 | 6.2857 | 572 | 0.7061 | 0.4371 | 0.7061 | 0.8403 |
338
+ | 0.3789 | 6.3077 | 574 | 0.7041 | 0.4134 | 0.7041 | 0.8391 |
339
+ | 0.3789 | 6.3297 | 576 | 0.7039 | 0.4451 | 0.7039 | 0.8390 |
340
+ | 0.3789 | 6.3516 | 578 | 0.6605 | 0.4212 | 0.6605 | 0.8127 |
341
+ | 0.3789 | 6.3736 | 580 | 0.6693 | 0.4451 | 0.6693 | 0.8181 |
342
+ | 0.3789 | 6.3956 | 582 | 0.7604 | 0.4438 | 0.7604 | 0.8720 |
343
+ | 0.3789 | 6.4176 | 584 | 0.8198 | 0.4085 | 0.8198 | 0.9054 |
344
+ | 0.3789 | 6.4396 | 586 | 0.7959 | 0.4085 | 0.7959 | 0.8921 |
345
+ | 0.3789 | 6.4615 | 588 | 0.7207 | 0.3794 | 0.7207 | 0.8489 |
346
+ | 0.3789 | 6.4835 | 590 | 0.6615 | 0.4222 | 0.6615 | 0.8134 |
347
+ | 0.3789 | 6.5055 | 592 | 0.6705 | 0.4484 | 0.6705 | 0.8188 |
348
+ | 0.3789 | 6.5275 | 594 | 0.6882 | 0.4484 | 0.6882 | 0.8296 |
349
+ | 0.3789 | 6.5495 | 596 | 0.6948 | 0.4681 | 0.6948 | 0.8336 |
350
+ | 0.3789 | 6.5714 | 598 | 0.6917 | 0.4681 | 0.6917 | 0.8317 |
351
+ | 0.3789 | 6.5934 | 600 | 0.6696 | 0.4596 | 0.6696 | 0.8183 |
352
+ | 0.3789 | 6.6154 | 602 | 0.6542 | 0.4201 | 0.6542 | 0.8088 |
353
+ | 0.3789 | 6.6374 | 604 | 0.6253 | 0.4434 | 0.6253 | 0.7908 |
354
+ | 0.3789 | 6.6593 | 606 | 0.6147 | 0.4434 | 0.6147 | 0.7840 |
355
+ | 0.3789 | 6.6813 | 608 | 0.6091 | 0.4704 | 0.6091 | 0.7805 |
356
+ | 0.3789 | 6.7033 | 610 | 0.6032 | 0.4788 | 0.6032 | 0.7766 |
357
+ | 0.3789 | 6.7253 | 612 | 0.5512 | 0.5123 | 0.5512 | 0.7424 |
358
+ | 0.3789 | 6.7473 | 614 | 0.5390 | 0.4576 | 0.5390 | 0.7342 |
359
+ | 0.3789 | 6.7692 | 616 | 0.5814 | 0.4769 | 0.5814 | 0.7625 |
360
+ | 0.3789 | 6.7912 | 618 | 0.6711 | 0.4102 | 0.6711 | 0.8192 |
361
+ | 0.3789 | 6.8132 | 620 | 0.7761 | 0.3933 | 0.7761 | 0.8810 |
362
+ | 0.3789 | 6.8352 | 622 | 0.7059 | 0.4328 | 0.7059 | 0.8402 |
363
+ | 0.3789 | 6.8571 | 624 | 0.5820 | 0.5166 | 0.5820 | 0.7629 |
364
+ | 0.3789 | 6.8791 | 626 | 0.5408 | 0.5201 | 0.5408 | 0.7354 |
365
+ | 0.3789 | 6.9011 | 628 | 0.5761 | 0.5127 | 0.5761 | 0.7590 |
366
+ | 0.3789 | 6.9231 | 630 | 0.5748 | 0.4675 | 0.5748 | 0.7581 |
367
+ | 0.3789 | 6.9451 | 632 | 0.5547 | 0.5352 | 0.5547 | 0.7448 |
368
+ | 0.3789 | 6.9670 | 634 | 0.5707 | 0.5488 | 0.5707 | 0.7555 |
369
+ | 0.3789 | 6.9890 | 636 | 0.6502 | 0.4719 | 0.6502 | 0.8063 |
370
+ | 0.3789 | 7.0110 | 638 | 0.6921 | 0.4495 | 0.6921 | 0.8319 |
371
+ | 0.3789 | 7.0330 | 640 | 0.6489 | 0.4937 | 0.6489 | 0.8055 |
372
+ | 0.3789 | 7.0549 | 642 | 0.5840 | 0.5306 | 0.5840 | 0.7642 |
373
+ | 0.3789 | 7.0769 | 644 | 0.5674 | 0.5323 | 0.5674 | 0.7533 |
374
+ | 0.3789 | 7.0989 | 646 | 0.5660 | 0.5323 | 0.5660 | 0.7524 |
375
+ | 0.3789 | 7.1209 | 648 | 0.5848 | 0.5379 | 0.5848 | 0.7647 |
376
+ | 0.3789 | 7.1429 | 650 | 0.6085 | 0.5032 | 0.6085 | 0.7800 |
377
+ | 0.3789 | 7.1648 | 652 | 0.6647 | 0.4702 | 0.6647 | 0.8153 |
378
+ | 0.3789 | 7.1868 | 654 | 0.6746 | 0.4702 | 0.6746 | 0.8214 |
379
+ | 0.3789 | 7.2088 | 656 | 0.6157 | 0.4872 | 0.6157 | 0.7846 |
380
+ | 0.3789 | 7.2308 | 658 | 0.5780 | 0.5816 | 0.5780 | 0.7602 |
381
+ | 0.3789 | 7.2527 | 660 | 0.5726 | 0.5753 | 0.5726 | 0.7567 |
382
+ | 0.3789 | 7.2747 | 662 | 0.5743 | 0.5340 | 0.5743 | 0.7578 |
383
+ | 0.3789 | 7.2967 | 664 | 0.5810 | 0.5549 | 0.5810 | 0.7622 |
384
+ | 0.3789 | 7.3187 | 666 | 0.6167 | 0.4901 | 0.6167 | 0.7853 |
385
+ | 0.3789 | 7.3407 | 668 | 0.7091 | 0.4486 | 0.7091 | 0.8421 |
386
+ | 0.3789 | 7.3626 | 670 | 0.7734 | 0.4333 | 0.7734 | 0.8795 |
387
+ | 0.3789 | 7.3846 | 672 | 0.7148 | 0.4404 | 0.7148 | 0.8455 |
388
+ | 0.3789 | 7.4066 | 674 | 0.6300 | 0.4642 | 0.6300 | 0.7937 |
389
+ | 0.3789 | 7.4286 | 676 | 0.5892 | 0.3862 | 0.5892 | 0.7676 |
390
+ | 0.3789 | 7.4505 | 678 | 0.5939 | 0.4505 | 0.5939 | 0.7707 |
391
+ | 0.3789 | 7.4725 | 680 | 0.5975 | 0.4505 | 0.5975 | 0.7730 |
392
+ | 0.3789 | 7.4945 | 682 | 0.5958 | 0.4505 | 0.5958 | 0.7719 |
393
+ | 0.3789 | 7.5165 | 684 | 0.5912 | 0.4972 | 0.5912 | 0.7689 |
394
+ | 0.3789 | 7.5385 | 686 | 0.5903 | 0.4777 | 0.5903 | 0.7683 |
395
+ | 0.3789 | 7.5604 | 688 | 0.5983 | 0.5115 | 0.5983 | 0.7735 |
396
+ | 0.3789 | 7.5824 | 690 | 0.5769 | 0.4763 | 0.5769 | 0.7596 |
397
+ | 0.3789 | 7.6044 | 692 | 0.5535 | 0.4364 | 0.5535 | 0.7440 |
398
+ | 0.3789 | 7.6264 | 694 | 0.5702 | 0.4349 | 0.5702 | 0.7551 |
399
+ | 0.3789 | 7.6484 | 696 | 0.5966 | 0.5075 | 0.5966 | 0.7724 |
400
+ | 0.3789 | 7.6703 | 698 | 0.6057 | 0.5201 | 0.6057 | 0.7783 |
401
+ | 0.3789 | 7.6923 | 700 | 0.6082 | 0.5517 | 0.6082 | 0.7799 |
402
+ | 0.3789 | 7.7143 | 702 | 0.6112 | 0.5517 | 0.6112 | 0.7818 |
403
+ | 0.3789 | 7.7363 | 704 | 0.6089 | 0.5133 | 0.6089 | 0.7803 |
404
+ | 0.3789 | 7.7582 | 706 | 0.6111 | 0.4661 | 0.6111 | 0.7817 |
405
+ | 0.3789 | 7.7802 | 708 | 0.6121 | 0.4596 | 0.6121 | 0.7824 |
406
+ | 0.3789 | 7.8022 | 710 | 0.6212 | 0.4596 | 0.6212 | 0.7881 |
407
+ | 0.3789 | 7.8242 | 712 | 0.6513 | 0.5098 | 0.6513 | 0.8070 |
408
+ | 0.3789 | 7.8462 | 714 | 0.6968 | 0.4920 | 0.6968 | 0.8348 |
409
+ | 0.3789 | 7.8681 | 716 | 0.7576 | 0.4812 | 0.7576 | 0.8704 |
410
+ | 0.3789 | 7.8901 | 718 | 0.7698 | 0.4199 | 0.7698 | 0.8774 |
411
+ | 0.3789 | 7.9121 | 720 | 0.7049 | 0.4531 | 0.7049 | 0.8396 |
412
+ | 0.3789 | 7.9341 | 722 | 0.6214 | 0.4661 | 0.6214 | 0.7883 |
413
+ | 0.3789 | 7.9560 | 724 | 0.6039 | 0.4036 | 0.6039 | 0.7771 |
414
+ | 0.3789 | 7.9780 | 726 | 0.6061 | 0.3787 | 0.6061 | 0.7785 |
415
+ | 0.3789 | 8.0 | 728 | 0.6116 | 0.4036 | 0.6116 | 0.7821 |
416
+ | 0.3789 | 8.0220 | 730 | 0.6559 | 0.4703 | 0.6559 | 0.8099 |
417
+ | 0.3789 | 8.0440 | 732 | 0.7838 | 0.3960 | 0.7838 | 0.8853 |
418
+ | 0.3789 | 8.0659 | 734 | 0.8580 | 0.3439 | 0.8580 | 0.9263 |
419
+ | 0.3789 | 8.0879 | 736 | 0.8355 | 0.3782 | 0.8355 | 0.9140 |
420
+ | 0.3789 | 8.1099 | 738 | 0.7739 | 0.3582 | 0.7739 | 0.8797 |
421
+ | 0.3789 | 8.1319 | 740 | 0.6981 | 0.3820 | 0.6981 | 0.8355 |
422
+ | 0.3789 | 8.1538 | 742 | 0.6338 | 0.4257 | 0.6338 | 0.7961 |
423
+ | 0.3789 | 8.1758 | 744 | 0.6161 | 0.4914 | 0.6161 | 0.7849 |
424
+ | 0.3789 | 8.1978 | 746 | 0.6148 | 0.4257 | 0.6148 | 0.7841 |
425
+ | 0.3789 | 8.2198 | 748 | 0.6205 | 0.4473 | 0.6205 | 0.7877 |
426
+ | 0.3789 | 8.2418 | 750 | 0.6802 | 0.4014 | 0.6802 | 0.8247 |
427
+ | 0.3789 | 8.2637 | 752 | 0.7683 | 0.3477 | 0.7683 | 0.8765 |
428
+ | 0.3789 | 8.2857 | 754 | 0.7819 | 0.3597 | 0.7819 | 0.8843 |
429
+ | 0.3789 | 8.3077 | 756 | 0.7390 | 0.4474 | 0.7390 | 0.8597 |
430
+ | 0.3789 | 8.3297 | 758 | 0.6638 | 0.4430 | 0.6638 | 0.8147 |
431
+ | 0.3789 | 8.3516 | 760 | 0.6324 | 0.4190 | 0.6324 | 0.7952 |
432
+ | 0.3789 | 8.3736 | 762 | 0.6483 | 0.4430 | 0.6483 | 0.8052 |
433
+ | 0.3789 | 8.3956 | 764 | 0.6738 | 0.5113 | 0.6738 | 0.8209 |
434
+ | 0.3789 | 8.4176 | 766 | 0.7145 | 0.4648 | 0.7145 | 0.8453 |
435
+ | 0.3789 | 8.4396 | 768 | 0.7726 | 0.3719 | 0.7726 | 0.8790 |
436
+ | 0.3789 | 8.4615 | 770 | 0.7790 | 0.2988 | 0.7790 | 0.8826 |
437
+ | 0.3789 | 8.4835 | 772 | 0.7520 | 0.3008 | 0.7520 | 0.8672 |
438
+ | 0.3789 | 8.5055 | 774 | 0.7465 | 0.2492 | 0.7465 | 0.8640 |
439
+ | 0.3789 | 8.5275 | 776 | 0.7689 | 0.2492 | 0.7689 | 0.8769 |
440
+ | 0.3789 | 8.5495 | 778 | 0.7717 | 0.3008 | 0.7717 | 0.8785 |
441
 
442
 
443
  ### Framework versions