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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_task3_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k4_task3_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k4_task3_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8016
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- - Qwk: -0.0690
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- - Mse: 0.8016
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- - Rmse: 0.8953
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  ## Model description
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@@ -47,264 +47,372 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.2 | 2 | 4.5110 | 0.0163 | 4.5110 | 2.1239 |
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- | No log | 0.4 | 4 | 2.8700 | 0.0308 | 2.8700 | 1.6941 |
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- | No log | 0.6 | 6 | 1.5154 | 0.0444 | 1.5154 | 1.2310 |
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- | No log | 0.8 | 8 | 2.0564 | 0.0084 | 2.0564 | 1.4340 |
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- | No log | 1.0 | 10 | 2.5645 | 0.0115 | 2.5645 | 1.6014 |
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- | No log | 1.2 | 12 | 2.1755 | -0.0092 | 2.1755 | 1.4749 |
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- | No log | 1.4 | 14 | 0.7674 | -0.0287 | 0.7674 | 0.8760 |
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- | No log | 1.6 | 16 | 0.6576 | 0.0 | 0.6576 | 0.8109 |
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- | No log | 1.8 | 18 | 0.7380 | 0.0 | 0.7380 | 0.8591 |
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- | No log | 2.0 | 20 | 0.8484 | 0.0346 | 0.8484 | 0.9211 |
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- | No log | 2.2 | 22 | 1.0390 | -0.0234 | 1.0390 | 1.0193 |
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- | No log | 2.4 | 24 | 1.1125 | -0.0234 | 1.1125 | 1.0547 |
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- | No log | 2.6 | 26 | 0.9441 | -0.0084 | 0.9441 | 0.9717 |
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- | No log | 2.8 | 28 | 0.7352 | 0.0460 | 0.7352 | 0.8575 |
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- | No log | 3.0 | 30 | 0.7047 | 0.0506 | 0.7047 | 0.8395 |
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- | No log | 3.2 | 32 | 0.7370 | 0.0460 | 0.7370 | 0.8585 |
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- | No log | 3.4 | 34 | 0.8144 | -0.0264 | 0.8144 | 0.9024 |
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- | No log | 3.6 | 36 | 1.0106 | -0.0435 | 1.0106 | 1.0053 |
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- | No log | 3.8 | 38 | 1.0994 | -0.0207 | 1.0994 | 1.0485 |
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- | No log | 4.0 | 40 | 1.0389 | -0.0411 | 1.0389 | 1.0193 |
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- | No log | 4.2 | 42 | 1.1896 | -0.0435 | 1.1896 | 1.0907 |
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- | No log | 4.4 | 44 | 1.1784 | -0.0997 | 1.1784 | 1.0855 |
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- | No log | 4.6 | 46 | 0.9737 | 0.0111 | 0.9737 | 0.9868 |
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- | No log | 4.8 | 48 | 1.0285 | 0.0046 | 1.0285 | 1.0141 |
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- | No log | 5.0 | 50 | 0.9702 | 0.0089 | 0.9702 | 0.9850 |
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- | No log | 5.2 | 52 | 0.8210 | 0.0442 | 0.8210 | 0.9061 |
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- | No log | 5.4 | 54 | 0.7553 | 0.1449 | 0.7553 | 0.8691 |
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- | No log | 5.6 | 56 | 0.9214 | 0.0545 | 0.9214 | 0.9599 |
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- | No log | 5.8 | 58 | 0.7915 | 0.1196 | 0.7915 | 0.8897 |
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- | No log | 6.0 | 60 | 0.6854 | 0.1379 | 0.6854 | 0.8279 |
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- | No log | 6.2 | 62 | 0.7735 | 0.1899 | 0.7735 | 0.8795 |
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- | No log | 6.4 | 64 | 1.1219 | 0.0753 | 1.1219 | 1.0592 |
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- | No log | 6.6 | 66 | 0.7652 | 0.1573 | 0.7652 | 0.8747 |
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- | No log | 6.8 | 68 | 0.8511 | -0.0616 | 0.8511 | 0.9225 |
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- | No log | 7.0 | 70 | 0.8701 | -0.0970 | 0.8701 | 0.9328 |
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- | No log | 7.2 | 72 | 0.8239 | 0.1415 | 0.8239 | 0.9077 |
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- | No log | 7.4 | 74 | 1.5174 | 0.0083 | 1.5174 | 1.2318 |
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- | No log | 7.6 | 76 | 1.4509 | -0.0178 | 1.4509 | 1.2045 |
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- | No log | 7.8 | 78 | 0.9376 | -0.0539 | 0.9376 | 0.9683 |
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- | No log | 8.0 | 80 | 0.7833 | -0.0738 | 0.7833 | 0.8851 |
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- | No log | 8.2 | 82 | 0.7780 | -0.0366 | 0.7780 | 0.8821 |
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- | No log | 8.4 | 84 | 0.8500 | 0.0062 | 0.8500 | 0.9220 |
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- | No log | 8.6 | 86 | 1.0576 | -0.0169 | 1.0576 | 1.0284 |
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- | No log | 8.8 | 88 | 1.0546 | 0.0200 | 1.0546 | 1.0270 |
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- | No log | 9.0 | 90 | 0.9312 | -0.0052 | 0.9312 | 0.9650 |
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- | No log | 9.2 | 92 | 0.7635 | -0.0056 | 0.7635 | 0.8738 |
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- | No log | 9.4 | 94 | 0.7588 | -0.0407 | 0.7588 | 0.8711 |
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- | No log | 9.6 | 96 | 0.7291 | 0.0414 | 0.7291 | 0.8539 |
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- | No log | 9.8 | 98 | 0.8106 | 0.1342 | 0.8106 | 0.9004 |
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- | No log | 10.0 | 100 | 0.8033 | 0.1342 | 0.8033 | 0.8963 |
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- | No log | 10.2 | 102 | 0.7053 | 0.1444 | 0.7053 | 0.8398 |
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- | No log | 10.4 | 104 | 0.7060 | 0.1021 | 0.7059 | 0.8402 |
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- | No log | 10.6 | 106 | 0.7709 | 0.1965 | 0.7709 | 0.8780 |
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- | No log | 10.8 | 108 | 0.8398 | 0.0786 | 0.8398 | 0.9164 |
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- | No log | 11.0 | 110 | 0.7318 | 0.0909 | 0.7318 | 0.8554 |
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- | No log | 11.2 | 112 | 0.7636 | -0.1329 | 0.7636 | 0.8738 |
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- | No log | 11.4 | 114 | 0.7833 | 0.0053 | 0.7833 | 0.8850 |
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- | No log | 11.6 | 116 | 0.9985 | -0.0441 | 0.9985 | 0.9992 |
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- | No log | 11.8 | 118 | 0.9323 | -0.0391 | 0.9323 | 0.9656 |
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- | No log | 12.0 | 120 | 0.8697 | 0.0335 | 0.8697 | 0.9326 |
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- | No log | 12.2 | 122 | 0.9643 | 0.0164 | 0.9643 | 0.9820 |
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- | No log | 12.4 | 124 | 0.8485 | -0.0015 | 0.8485 | 0.9212 |
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- | No log | 12.6 | 126 | 0.8690 | -0.0008 | 0.8690 | 0.9322 |
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- | No log | 12.8 | 128 | 1.0881 | -0.0586 | 1.0881 | 1.0431 |
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- | No log | 13.0 | 130 | 0.8712 | 0.0362 | 0.8712 | 0.9334 |
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- | No log | 13.2 | 132 | 0.7453 | -0.0096 | 0.7453 | 0.8633 |
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- | No log | 13.4 | 134 | 0.8003 | -0.1606 | 0.8003 | 0.8946 |
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- | No log | 13.6 | 136 | 0.7975 | -0.0881 | 0.7975 | 0.8930 |
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- | No log | 13.8 | 138 | 0.7667 | -0.1026 | 0.7667 | 0.8756 |
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- | No log | 14.0 | 140 | 0.7980 | -0.0170 | 0.7980 | 0.8933 |
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- | No log | 14.2 | 142 | 0.8482 | 0.0152 | 0.8482 | 0.9210 |
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- | No log | 14.4 | 144 | 0.7704 | 0.0395 | 0.7704 | 0.8777 |
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- | No log | 14.6 | 146 | 0.7934 | -0.0939 | 0.7934 | 0.8907 |
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- | No log | 14.8 | 148 | 0.8419 | -0.1753 | 0.8419 | 0.9175 |
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- | No log | 15.0 | 150 | 0.7806 | -0.1001 | 0.7806 | 0.8835 |
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- | No log | 15.2 | 152 | 0.7529 | 0.0225 | 0.7529 | 0.8677 |
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- | No log | 15.4 | 154 | 0.8726 | 0.0826 | 0.8726 | 0.9341 |
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- | No log | 15.6 | 156 | 0.8358 | 0.1342 | 0.8358 | 0.9142 |
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- | No log | 15.8 | 158 | 0.7564 | 0.0260 | 0.7564 | 0.8697 |
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- | No log | 16.0 | 160 | 0.7865 | 0.0031 | 0.7865 | 0.8868 |
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- | No log | 16.2 | 162 | 0.8127 | -0.0366 | 0.8127 | 0.9015 |
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- | No log | 16.4 | 164 | 0.8071 | -0.0595 | 0.8071 | 0.8984 |
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- | No log | 16.6 | 166 | 0.8370 | 0.1047 | 0.8370 | 0.9149 |
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- | No log | 16.8 | 168 | 0.9720 | -0.0182 | 0.9720 | 0.9859 |
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- | No log | 17.0 | 170 | 0.9310 | -0.0163 | 0.9310 | 0.9649 |
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- | No log | 17.2 | 172 | 0.7826 | 0.0282 | 0.7826 | 0.8846 |
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- | No log | 17.4 | 174 | 0.7614 | -0.0062 | 0.7614 | 0.8726 |
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- | No log | 17.6 | 176 | 0.7589 | 0.0414 | 0.7589 | 0.8712 |
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- | No log | 17.8 | 178 | 0.7685 | 0.0814 | 0.7685 | 0.8767 |
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- | No log | 18.0 | 180 | 0.7925 | 0.1199 | 0.7925 | 0.8902 |
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- | No log | 18.2 | 182 | 0.7987 | 0.1254 | 0.7987 | 0.8937 |
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- | No log | 18.4 | 184 | 0.7881 | 0.0375 | 0.7881 | 0.8877 |
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- | No log | 18.6 | 186 | 0.7708 | -0.0493 | 0.7708 | 0.8779 |
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- | No log | 18.8 | 188 | 0.7395 | 0.0061 | 0.7395 | 0.8600 |
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- | No log | 19.0 | 190 | 0.7288 | 0.0282 | 0.7288 | 0.8537 |
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- | No log | 19.2 | 192 | 0.7389 | 0.0214 | 0.7389 | 0.8596 |
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- | No log | 19.4 | 194 | 0.7512 | 0.0214 | 0.7512 | 0.8667 |
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- | No log | 19.6 | 196 | 0.6989 | -0.0032 | 0.6989 | 0.8360 |
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- | No log | 19.8 | 198 | 0.7054 | 0.0479 | 0.7054 | 0.8399 |
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- | No log | 20.0 | 200 | 0.7791 | 0.0525 | 0.7791 | 0.8827 |
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- | No log | 20.2 | 202 | 0.8539 | -0.0845 | 0.8539 | 0.9240 |
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- | No log | 20.4 | 204 | 0.7933 | 0.0956 | 0.7933 | 0.8907 |
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- | No log | 20.6 | 206 | 0.7146 | -0.0033 | 0.7146 | 0.8454 |
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- | No log | 20.8 | 208 | 0.7222 | -0.0451 | 0.7222 | 0.8498 |
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- | No log | 21.0 | 210 | 0.6956 | 0.1021 | 0.6956 | 0.8340 |
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- | No log | 21.2 | 212 | 0.8007 | 0.1291 | 0.8007 | 0.8948 |
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- | No log | 21.4 | 214 | 0.9794 | -0.0923 | 0.9794 | 0.9896 |
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- | No log | 21.6 | 216 | 0.9072 | -0.0122 | 0.9072 | 0.9525 |
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- | No log | 21.8 | 218 | 0.7914 | 0.0247 | 0.7914 | 0.8896 |
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- | No log | 22.0 | 220 | 0.7606 | -0.0541 | 0.7606 | 0.8721 |
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- | No log | 22.2 | 222 | 0.7631 | -0.0541 | 0.7631 | 0.8735 |
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- | No log | 22.4 | 224 | 0.7971 | 0.0869 | 0.7971 | 0.8928 |
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- | No log | 22.6 | 226 | 0.8021 | 0.0303 | 0.8021 | 0.8956 |
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- | No log | 22.8 | 228 | 0.7865 | 0.0869 | 0.7865 | 0.8869 |
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- | No log | 23.0 | 230 | 0.7566 | 0.0914 | 0.7566 | 0.8698 |
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- | No log | 23.2 | 232 | 0.7439 | 0.0436 | 0.7439 | 0.8625 |
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- | No log | 23.4 | 234 | 0.7324 | 0.0 | 0.7324 | 0.8558 |
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- | No log | 23.6 | 236 | 0.7397 | 0.0436 | 0.7397 | 0.8601 |
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- | No log | 23.8 | 238 | 0.8567 | -0.1665 | 0.8567 | 0.9256 |
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- | No log | 24.0 | 240 | 0.9868 | 0.0353 | 0.9868 | 0.9934 |
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- | No log | 24.2 | 242 | 0.9174 | -0.0916 | 0.9174 | 0.9578 |
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- | No log | 24.4 | 244 | 0.7618 | 0.1254 | 0.7618 | 0.8728 |
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- | No log | 24.6 | 246 | 0.7276 | 0.0436 | 0.7276 | 0.8530 |
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- | No log | 24.8 | 248 | 0.7248 | 0.0602 | 0.7248 | 0.8514 |
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- | No log | 25.0 | 250 | 0.7258 | 0.0964 | 0.7258 | 0.8519 |
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- | No log | 25.2 | 252 | 0.7890 | -0.0823 | 0.7890 | 0.8882 |
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- | No log | 25.4 | 254 | 0.7725 | -0.0351 | 0.7725 | 0.8789 |
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- | No log | 25.6 | 256 | 0.7144 | 0.0964 | 0.7144 | 0.8452 |
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- | No log | 25.8 | 258 | 0.7582 | -0.0428 | 0.7582 | 0.8707 |
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- | No log | 26.0 | 260 | 0.8152 | -0.1142 | 0.8152 | 0.9029 |
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- | No log | 26.2 | 262 | 0.8416 | -0.0551 | 0.8416 | 0.9174 |
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- | No log | 26.4 | 264 | 0.7396 | 0.1137 | 0.7396 | 0.8600 |
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- | No log | 26.6 | 266 | 0.7103 | -0.0096 | 0.7103 | 0.8428 |
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- | No log | 26.8 | 268 | 0.7425 | 0.0863 | 0.7425 | 0.8617 |
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- | No log | 27.0 | 270 | 0.7379 | 0.0375 | 0.7379 | 0.8590 |
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- | No log | 27.2 | 272 | 0.7481 | 0.0375 | 0.7481 | 0.8649 |
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- | No log | 27.4 | 274 | 0.7203 | -0.0541 | 0.7203 | 0.8487 |
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- | No log | 27.6 | 276 | 0.7188 | -0.0560 | 0.7188 | 0.8478 |
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- | No log | 27.8 | 278 | 0.7210 | 0.0436 | 0.7210 | 0.8491 |
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- | No log | 28.0 | 280 | 0.7184 | 0.0436 | 0.7184 | 0.8476 |
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- | No log | 28.2 | 282 | 0.7512 | 0.0282 | 0.7512 | 0.8667 |
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- | No log | 28.4 | 284 | 0.7490 | 0.0282 | 0.7490 | 0.8655 |
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- | No log | 28.6 | 286 | 0.7312 | 0.0914 | 0.7312 | 0.8551 |
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- | No log | 28.8 | 288 | 0.7490 | 0.0282 | 0.7490 | 0.8654 |
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- | No log | 29.0 | 290 | 0.7769 | 0.0714 | 0.7769 | 0.8814 |
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- | No log | 29.2 | 292 | 0.7482 | 0.0318 | 0.7482 | 0.8650 |
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- | No log | 29.4 | 294 | 0.7522 | 0.0759 | 0.7522 | 0.8673 |
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- | No log | 29.6 | 296 | 0.7437 | 0.0807 | 0.7437 | 0.8624 |
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- | No log | 29.8 | 298 | 0.7255 | 0.0964 | 0.7255 | 0.8518 |
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- | No log | 30.0 | 300 | 0.7136 | 0.0964 | 0.7136 | 0.8447 |
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- | No log | 30.2 | 302 | 0.7162 | 0.0964 | 0.7162 | 0.8463 |
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- | No log | 30.4 | 304 | 0.7122 | 0.0436 | 0.7122 | 0.8439 |
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- | No log | 30.6 | 306 | 0.7174 | 0.0436 | 0.7174 | 0.8470 |
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- | No log | 30.8 | 308 | 0.7281 | 0.0869 | 0.7281 | 0.8533 |
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- | No log | 31.0 | 310 | 0.7584 | 0.0289 | 0.7584 | 0.8709 |
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- | No log | 31.2 | 312 | 0.7929 | -0.0262 | 0.7929 | 0.8905 |
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- | No log | 31.4 | 314 | 0.8013 | -0.0262 | 0.8013 | 0.8952 |
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- | No log | 31.6 | 316 | 0.7596 | 0.0741 | 0.7596 | 0.8716 |
210
- | No log | 31.8 | 318 | 0.7473 | 0.0269 | 0.7473 | 0.8645 |
211
- | No log | 32.0 | 320 | 0.7204 | 0.0355 | 0.7204 | 0.8488 |
212
- | No log | 32.2 | 322 | 0.7068 | 0.1023 | 0.7068 | 0.8407 |
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- | No log | 32.4 | 324 | 0.7154 | 0.1023 | 0.7154 | 0.8458 |
214
- | No log | 32.6 | 326 | 0.7203 | 0.0454 | 0.7203 | 0.8487 |
215
- | No log | 32.8 | 328 | 0.7539 | -0.0252 | 0.7539 | 0.8683 |
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- | No log | 33.0 | 330 | 0.7729 | 0.0628 | 0.7729 | 0.8791 |
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- | No log | 33.2 | 332 | 0.7709 | 0.0628 | 0.7709 | 0.8780 |
218
- | No log | 33.4 | 334 | 0.7809 | 0.0183 | 0.7809 | 0.8837 |
219
- | No log | 33.6 | 336 | 0.8551 | -0.1221 | 0.8551 | 0.9247 |
220
- | No log | 33.8 | 338 | 0.9302 | -0.0558 | 0.9302 | 0.9645 |
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- | No log | 34.0 | 340 | 0.8815 | -0.0163 | 0.8815 | 0.9389 |
222
- | No log | 34.2 | 342 | 0.7879 | -0.0252 | 0.7879 | 0.8876 |
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- | No log | 34.4 | 344 | 0.7720 | -0.0473 | 0.7720 | 0.8787 |
224
- | No log | 34.6 | 346 | 0.8249 | -0.1146 | 0.8249 | 0.9083 |
225
- | No log | 34.8 | 348 | 0.8470 | -0.0551 | 0.8470 | 0.9203 |
226
- | No log | 35.0 | 350 | 0.8203 | -0.1413 | 0.8203 | 0.9057 |
227
- | No log | 35.2 | 352 | 0.7538 | 0.0628 | 0.7538 | 0.8682 |
228
- | No log | 35.4 | 354 | 0.7302 | 0.1021 | 0.7302 | 0.8545 |
229
- | No log | 35.6 | 356 | 0.8375 | -0.1273 | 0.8375 | 0.9152 |
230
- | No log | 35.8 | 358 | 0.9298 | 0.0378 | 0.9298 | 0.9643 |
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- | No log | 36.0 | 360 | 0.9172 | 0.0067 | 0.9172 | 0.9577 |
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- | No log | 36.2 | 362 | 0.8124 | -0.0490 | 0.8124 | 0.9013 |
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- | No log | 36.4 | 364 | 0.7511 | 0.0999 | 0.7511 | 0.8667 |
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- | No log | 36.6 | 366 | 0.7360 | -0.0032 | 0.7360 | 0.8579 |
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- | No log | 36.8 | 368 | 0.7486 | 0.0033 | 0.7486 | 0.8652 |
236
- | No log | 37.0 | 370 | 0.7476 | -0.0541 | 0.7476 | 0.8646 |
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- | No log | 37.2 | 372 | 0.7491 | 0.0414 | 0.7491 | 0.8655 |
238
- | No log | 37.4 | 374 | 0.7612 | 0.0282 | 0.7612 | 0.8725 |
239
- | No log | 37.6 | 376 | 0.7758 | 0.0214 | 0.7758 | 0.8808 |
240
- | No log | 37.8 | 378 | 0.8226 | -0.0442 | 0.8226 | 0.9070 |
241
- | No log | 38.0 | 380 | 0.8868 | -0.1274 | 0.8868 | 0.9417 |
242
- | No log | 38.2 | 382 | 0.9473 | -0.0331 | 0.9473 | 0.9733 |
243
- | No log | 38.4 | 384 | 0.8907 | -0.0916 | 0.8907 | 0.9438 |
244
- | No log | 38.6 | 386 | 0.7970 | 0.0017 | 0.7970 | 0.8927 |
245
- | No log | 38.8 | 388 | 0.7358 | 0.0355 | 0.7358 | 0.8578 |
246
- | No log | 39.0 | 390 | 0.7256 | 0.0541 | 0.7256 | 0.8518 |
247
- | No log | 39.2 | 392 | 0.7272 | 0.1023 | 0.7272 | 0.8527 |
248
- | No log | 39.4 | 394 | 0.7496 | -0.0228 | 0.7496 | 0.8658 |
249
- | No log | 39.6 | 396 | 0.8048 | 0.0043 | 0.8048 | 0.8971 |
250
- | No log | 39.8 | 398 | 0.8155 | -0.0442 | 0.8155 | 0.9030 |
251
- | No log | 40.0 | 400 | 0.8105 | 0.0043 | 0.8105 | 0.9003 |
252
- | No log | 40.2 | 402 | 0.7864 | 0.0159 | 0.7864 | 0.8868 |
253
- | No log | 40.4 | 404 | 0.7591 | -0.0118 | 0.7591 | 0.8713 |
254
- | No log | 40.6 | 406 | 0.7582 | 0.0454 | 0.7582 | 0.8708 |
255
- | No log | 40.8 | 408 | 0.7824 | -0.0228 | 0.7824 | 0.8845 |
256
- | No log | 41.0 | 410 | 0.7983 | 0.0225 | 0.7983 | 0.8935 |
257
- | No log | 41.2 | 412 | 0.8583 | 0.0017 | 0.8583 | 0.9264 |
258
- | No log | 41.4 | 414 | 0.9477 | -0.0930 | 0.9477 | 0.9735 |
259
- | No log | 41.6 | 416 | 0.9561 | -0.0912 | 0.9561 | 0.9778 |
260
- | No log | 41.8 | 418 | 0.9013 | -0.0138 | 0.9013 | 0.9494 |
261
- | No log | 42.0 | 420 | 0.8214 | 0.0183 | 0.8214 | 0.9063 |
262
- | No log | 42.2 | 422 | 0.7641 | 0.0914 | 0.7641 | 0.8741 |
263
- | No log | 42.4 | 424 | 0.7546 | 0.0914 | 0.7546 | 0.8687 |
264
- | No log | 42.6 | 426 | 0.7699 | 0.0914 | 0.7699 | 0.8774 |
265
- | No log | 42.8 | 428 | 0.7575 | 0.0318 | 0.7575 | 0.8703 |
266
- | No log | 43.0 | 430 | 0.7803 | 0.0095 | 0.7803 | 0.8833 |
267
- | No log | 43.2 | 432 | 0.8714 | -0.0518 | 0.8714 | 0.9335 |
268
- | No log | 43.4 | 434 | 1.0199 | 0.0260 | 1.0199 | 1.0099 |
269
- | No log | 43.6 | 436 | 1.0640 | -0.0398 | 1.0640 | 1.0315 |
270
- | No log | 43.8 | 438 | 0.9873 | -0.0013 | 0.9873 | 0.9936 |
271
- | No log | 44.0 | 440 | 0.8210 | -0.0408 | 0.8210 | 0.9061 |
272
- | No log | 44.2 | 442 | 0.7673 | 0.0205 | 0.7673 | 0.8759 |
273
- | No log | 44.4 | 444 | 0.7636 | 0.0205 | 0.7636 | 0.8739 |
274
- | No log | 44.6 | 446 | 0.7825 | 0.0146 | 0.7825 | 0.8846 |
275
- | No log | 44.8 | 448 | 0.8527 | -0.0456 | 0.8527 | 0.9234 |
276
- | No log | 45.0 | 450 | 0.9534 | -0.0320 | 0.9535 | 0.9764 |
277
- | No log | 45.2 | 452 | 1.0374 | 0.0196 | 1.0374 | 1.0185 |
278
- | No log | 45.4 | 454 | 1.0153 | 0.0217 | 1.0153 | 1.0076 |
279
- | No log | 45.6 | 456 | 0.9421 | -0.0301 | 0.9421 | 0.9706 |
280
- | No log | 45.8 | 458 | 0.8409 | -0.0474 | 0.8409 | 0.9170 |
281
- | No log | 46.0 | 460 | 0.7876 | -0.0373 | 0.7876 | 0.8875 |
282
- | No log | 46.2 | 462 | 0.7454 | 0.0768 | 0.7454 | 0.8633 |
283
- | No log | 46.4 | 464 | 0.7414 | 0.0318 | 0.7414 | 0.8611 |
284
- | No log | 46.6 | 466 | 0.7491 | 0.0247 | 0.7491 | 0.8655 |
285
- | No log | 46.8 | 468 | 0.7499 | 0.0732 | 0.7499 | 0.8660 |
286
- | No log | 47.0 | 470 | 0.7459 | 0.0783 | 0.7459 | 0.8637 |
287
- | No log | 47.2 | 472 | 0.7447 | 0.0783 | 0.7447 | 0.8630 |
288
- | No log | 47.4 | 474 | 0.7497 | 0.0432 | 0.7497 | 0.8658 |
289
- | No log | 47.6 | 476 | 0.7591 | 0.0357 | 0.7591 | 0.8712 |
290
- | No log | 47.8 | 478 | 0.7990 | 0.0129 | 0.7990 | 0.8939 |
291
- | No log | 48.0 | 480 | 0.8565 | -0.1601 | 0.8565 | 0.9255 |
292
- | No log | 48.2 | 482 | 0.8792 | -0.1219 | 0.8792 | 0.9377 |
293
- | No log | 48.4 | 484 | 0.8646 | -0.0809 | 0.8646 | 0.9299 |
294
- | No log | 48.6 | 486 | 0.8459 | -0.0778 | 0.8459 | 0.9197 |
295
- | No log | 48.8 | 488 | 0.7942 | -0.0204 | 0.7942 | 0.8912 |
296
- | No log | 49.0 | 490 | 0.7714 | -0.0125 | 0.7714 | 0.8783 |
297
- | No log | 49.2 | 492 | 0.7782 | -0.0690 | 0.7782 | 0.8822 |
298
- | No log | 49.4 | 494 | 0.8154 | 0.0071 | 0.8154 | 0.9030 |
299
- | No log | 49.6 | 496 | 0.9166 | -0.0236 | 0.9166 | 0.9574 |
300
- | No log | 49.8 | 498 | 1.0327 | -0.0101 | 1.0327 | 1.0162 |
301
- | 0.2401 | 50.0 | 500 | 1.0581 | -0.0101 | 1.0581 | 1.0286 |
302
- | 0.2401 | 50.2 | 502 | 0.9721 | 0.0282 | 0.9721 | 0.9860 |
303
- | 0.2401 | 50.4 | 504 | 0.8666 | -0.0425 | 0.8666 | 0.9309 |
304
- | 0.2401 | 50.6 | 506 | 0.8175 | -0.0355 | 0.8175 | 0.9042 |
305
- | 0.2401 | 50.8 | 508 | 0.8337 | -0.0788 | 0.8337 | 0.9131 |
306
- | 0.2401 | 51.0 | 510 | 0.8290 | -0.0743 | 0.8290 | 0.9105 |
307
- | 0.2401 | 51.2 | 512 | 0.8016 | -0.0690 | 0.8016 | 0.8953 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
308
 
309
 
310
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_task3_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_task3_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.0323
19
+ - Qwk: -0.0648
20
+ - Mse: 1.0323
21
+ - Rmse: 1.0160
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1538 | 2 | 3.8664 | 0.0017 | 3.8664 | 1.9663 |
53
+ | No log | 0.3077 | 4 | 2.0204 | 0.0672 | 2.0204 | 1.4214 |
54
+ | No log | 0.4615 | 6 | 2.5026 | -0.0150 | 2.5026 | 1.5820 |
55
+ | No log | 0.6154 | 8 | 1.7223 | 0.0194 | 1.7223 | 1.3124 |
56
+ | No log | 0.7692 | 10 | 1.6980 | -0.0996 | 1.6980 | 1.3031 |
57
+ | No log | 0.9231 | 12 | 0.9377 | 0.0134 | 0.9377 | 0.9683 |
58
+ | No log | 1.0769 | 14 | 1.0291 | 0.0651 | 1.0291 | 1.0145 |
59
+ | No log | 1.2308 | 16 | 1.7916 | -0.0712 | 1.7916 | 1.3385 |
60
+ | No log | 1.3846 | 18 | 1.3110 | -0.0712 | 1.3110 | 1.1450 |
61
+ | No log | 1.5385 | 20 | 0.7653 | -0.0695 | 0.7653 | 0.8748 |
62
+ | No log | 1.6923 | 22 | 0.7318 | -0.0551 | 0.7318 | 0.8555 |
63
+ | No log | 1.8462 | 24 | 0.8383 | 0.1107 | 0.8383 | 0.9156 |
64
+ | No log | 2.0 | 26 | 1.1859 | -0.0457 | 1.1859 | 1.0890 |
65
+ | No log | 2.1538 | 28 | 1.3996 | -0.0490 | 1.3996 | 1.1830 |
66
+ | No log | 2.3077 | 30 | 1.0437 | -0.0411 | 1.0437 | 1.0216 |
67
+ | No log | 2.4615 | 32 | 0.8414 | -0.0408 | 0.8414 | 0.9173 |
68
+ | No log | 2.6154 | 34 | 0.8846 | 0.0287 | 0.8846 | 0.9405 |
69
+ | No log | 2.7692 | 36 | 0.9781 | 0.0458 | 0.9781 | 0.9890 |
70
+ | No log | 2.9231 | 38 | 1.3263 | -0.0468 | 1.3263 | 1.1516 |
71
+ | No log | 3.0769 | 40 | 1.2289 | -0.0446 | 1.2289 | 1.1086 |
72
+ | No log | 3.2308 | 42 | 0.8090 | -0.0331 | 0.8090 | 0.8994 |
73
+ | No log | 3.3846 | 44 | 0.7235 | 0.0460 | 0.7235 | 0.8506 |
74
+ | No log | 3.5385 | 46 | 0.8072 | -0.1249 | 0.8072 | 0.8984 |
75
+ | No log | 3.6923 | 48 | 1.7579 | 0.0059 | 1.7579 | 1.3259 |
76
+ | No log | 3.8462 | 50 | 2.1972 | -0.0474 | 2.1972 | 1.4823 |
77
+ | No log | 4.0 | 52 | 1.4783 | -0.0098 | 1.4783 | 1.2158 |
78
+ | No log | 4.1538 | 54 | 0.8533 | -0.1994 | 0.8533 | 0.9237 |
79
+ | No log | 4.3077 | 56 | 0.8381 | -0.1527 | 0.8381 | 0.9155 |
80
+ | No log | 4.4615 | 58 | 1.0014 | -0.0468 | 1.0014 | 1.0007 |
81
+ | No log | 4.6154 | 60 | 1.4288 | 0.0231 | 1.4288 | 1.1953 |
82
+ | No log | 4.7692 | 62 | 1.4641 | -0.0387 | 1.4641 | 1.2100 |
83
+ | No log | 4.9231 | 64 | 0.9552 | -0.0757 | 0.9552 | 0.9773 |
84
+ | No log | 5.0769 | 66 | 0.8319 | -0.1916 | 0.8319 | 0.9121 |
85
+ | No log | 5.2308 | 68 | 0.9403 | -0.0694 | 0.9403 | 0.9697 |
86
+ | No log | 5.3846 | 70 | 1.6270 | -0.0399 | 1.6270 | 1.2756 |
87
+ | No log | 5.5385 | 72 | 1.8718 | -0.0890 | 1.8718 | 1.3681 |
88
+ | No log | 5.6923 | 74 | 1.2522 | 0.0086 | 1.2522 | 1.1190 |
89
+ | No log | 5.8462 | 76 | 0.8574 | -0.1116 | 0.8574 | 0.9259 |
90
+ | No log | 6.0 | 78 | 0.8172 | -0.1468 | 0.8172 | 0.9040 |
91
+ | No log | 6.1538 | 80 | 0.8945 | -0.1184 | 0.8945 | 0.9458 |
92
+ | No log | 6.3077 | 82 | 1.0373 | -0.1214 | 1.0373 | 1.0185 |
93
+ | No log | 6.4615 | 84 | 0.9859 | -0.0391 | 0.9859 | 0.9929 |
94
+ | No log | 6.6154 | 86 | 0.8213 | -0.1088 | 0.8213 | 0.9063 |
95
+ | No log | 6.7692 | 88 | 0.8082 | -0.1081 | 0.8082 | 0.8990 |
96
+ | No log | 6.9231 | 90 | 0.9698 | -0.0837 | 0.9698 | 0.9848 |
97
+ | No log | 7.0769 | 92 | 1.0628 | -0.0500 | 1.0628 | 1.0309 |
98
+ | No log | 7.2308 | 94 | 0.8615 | -0.1521 | 0.8615 | 0.9282 |
99
+ | No log | 7.3846 | 96 | 0.8601 | -0.1531 | 0.8601 | 0.9274 |
100
+ | No log | 7.5385 | 98 | 0.9974 | -0.1111 | 0.9974 | 0.9987 |
101
+ | No log | 7.6923 | 100 | 1.1407 | -0.0466 | 1.1407 | 1.0680 |
102
+ | No log | 7.8462 | 102 | 0.9338 | -0.1093 | 0.9338 | 0.9663 |
103
+ | No log | 8.0 | 104 | 0.9811 | -0.1501 | 0.9811 | 0.9905 |
104
+ | No log | 8.1538 | 106 | 1.0429 | -0.1127 | 1.0429 | 1.0212 |
105
+ | No log | 8.3077 | 108 | 0.8581 | -0.0669 | 0.8581 | 0.9264 |
106
+ | No log | 8.4615 | 110 | 0.8728 | -0.0283 | 0.8728 | 0.9343 |
107
+ | No log | 8.6154 | 112 | 1.0084 | -0.0097 | 1.0084 | 1.0042 |
108
+ | No log | 8.7692 | 114 | 1.0849 | -0.0194 | 1.0849 | 1.0416 |
109
+ | No log | 8.9231 | 116 | 0.9280 | -0.1140 | 0.9280 | 0.9633 |
110
+ | No log | 9.0769 | 118 | 0.9208 | -0.1093 | 0.9208 | 0.9596 |
111
+ | No log | 9.2308 | 120 | 1.1414 | -0.1566 | 1.1414 | 1.0683 |
112
+ | No log | 9.3846 | 122 | 1.2531 | -0.0948 | 1.2531 | 1.1194 |
113
+ | No log | 9.5385 | 124 | 0.9506 | -0.0809 | 0.9506 | 0.9750 |
114
+ | No log | 9.6923 | 126 | 0.8124 | -0.0062 | 0.8124 | 0.9014 |
115
+ | No log | 9.8462 | 128 | 0.8165 | 0.0375 | 0.8165 | 0.9036 |
116
+ | No log | 10.0 | 130 | 0.8932 | -0.0355 | 0.8932 | 0.9451 |
117
+ | No log | 10.1538 | 132 | 1.1095 | -0.0966 | 1.1095 | 1.0533 |
118
+ | No log | 10.3077 | 134 | 1.1560 | -0.1875 | 1.1560 | 1.0752 |
119
+ | No log | 10.4615 | 136 | 0.9407 | 0.0152 | 0.9407 | 0.9699 |
120
+ | No log | 10.6154 | 138 | 0.8572 | -0.0118 | 0.8572 | 0.9258 |
121
+ | No log | 10.7692 | 140 | 0.9002 | 0.0183 | 0.9002 | 0.9488 |
122
+ | No log | 10.9231 | 142 | 0.9135 | 0.0095 | 0.9135 | 0.9557 |
123
+ | No log | 11.0769 | 144 | 0.8730 | 0.0183 | 0.8730 | 0.9344 |
124
+ | No log | 11.2308 | 146 | 1.0382 | -0.0837 | 1.0382 | 1.0189 |
125
+ | No log | 11.3846 | 148 | 1.0968 | -0.1172 | 1.0968 | 1.0473 |
126
+ | No log | 11.5385 | 150 | 0.9536 | -0.1083 | 0.9536 | 0.9765 |
127
+ | No log | 11.6923 | 152 | 0.8766 | -0.0407 | 0.8766 | 0.9363 |
128
+ | No log | 11.8462 | 154 | 0.8368 | 0.0030 | 0.8368 | 0.9148 |
129
+ | No log | 12.0 | 156 | 0.8861 | -0.1191 | 0.8861 | 0.9413 |
130
+ | No log | 12.1538 | 158 | 1.1601 | -0.0575 | 1.1601 | 1.0771 |
131
+ | No log | 12.3077 | 160 | 1.1210 | -0.0563 | 1.1210 | 1.0588 |
132
+ | No log | 12.4615 | 162 | 1.0565 | -0.0885 | 1.0565 | 1.0279 |
133
+ | No log | 12.6154 | 164 | 0.8834 | -0.0295 | 0.8834 | 0.9399 |
134
+ | No log | 12.7692 | 166 | 0.8998 | -0.1506 | 0.8998 | 0.9486 |
135
+ | No log | 12.9231 | 168 | 0.9040 | -0.1083 | 0.9040 | 0.9508 |
136
+ | No log | 13.0769 | 170 | 0.8463 | -0.1060 | 0.8463 | 0.9199 |
137
+ | No log | 13.2308 | 172 | 0.8216 | -0.0578 | 0.8216 | 0.9064 |
138
+ | No log | 13.3846 | 174 | 0.9448 | -0.0799 | 0.9448 | 0.9720 |
139
+ | No log | 13.5385 | 176 | 1.1158 | -0.0563 | 1.1158 | 1.0563 |
140
+ | No log | 13.6923 | 178 | 0.9970 | -0.0828 | 0.9970 | 0.9985 |
141
+ | No log | 13.8462 | 180 | 0.8560 | -0.0488 | 0.8560 | 0.9252 |
142
+ | No log | 14.0 | 182 | 0.8539 | -0.0678 | 0.8539 | 0.9241 |
143
+ | No log | 14.1538 | 184 | 0.8033 | 0.0099 | 0.8033 | 0.8963 |
144
+ | No log | 14.3077 | 186 | 0.8182 | -0.1524 | 0.8182 | 0.9046 |
145
+ | No log | 14.4615 | 188 | 1.3882 | -0.0925 | 1.3882 | 1.1782 |
146
+ | No log | 14.6154 | 190 | 1.9469 | -0.0975 | 1.9469 | 1.3953 |
147
+ | No log | 14.7692 | 192 | 1.8749 | -0.0996 | 1.8749 | 1.3693 |
148
+ | No log | 14.9231 | 194 | 1.3685 | -0.0657 | 1.3685 | 1.1698 |
149
+ | No log | 15.0769 | 196 | 0.9800 | -0.1219 | 0.9800 | 0.9900 |
150
+ | No log | 15.2308 | 198 | 0.9077 | -0.0391 | 0.9077 | 0.9527 |
151
+ | No log | 15.3846 | 200 | 0.9017 | 0.0068 | 0.9017 | 0.9496 |
152
+ | No log | 15.5385 | 202 | 1.0049 | -0.1582 | 1.0049 | 1.0025 |
153
+ | No log | 15.6923 | 204 | 1.1645 | -0.0720 | 1.1645 | 1.0791 |
154
+ | No log | 15.8462 | 206 | 1.1983 | -0.0720 | 1.1983 | 1.0947 |
155
+ | No log | 16.0 | 208 | 1.0770 | -0.0925 | 1.0770 | 1.0378 |
156
+ | No log | 16.1538 | 210 | 0.9409 | -0.0694 | 0.9409 | 0.9700 |
157
+ | No log | 16.3077 | 212 | 0.9115 | -0.1093 | 0.9115 | 0.9547 |
158
+ | No log | 16.4615 | 214 | 0.9772 | -0.1219 | 0.9772 | 0.9885 |
159
+ | No log | 16.6154 | 216 | 1.0775 | -0.0964 | 1.0775 | 1.0380 |
160
+ | No log | 16.7692 | 218 | 1.0745 | -0.0712 | 1.0745 | 1.0366 |
161
+ | No log | 16.9231 | 220 | 0.9405 | -0.1232 | 0.9405 | 0.9698 |
162
+ | No log | 17.0769 | 222 | 0.8045 | -0.0125 | 0.8045 | 0.8969 |
163
+ | No log | 17.2308 | 224 | 0.8079 | -0.0532 | 0.8079 | 0.8989 |
164
+ | No log | 17.3846 | 226 | 0.8430 | -0.0118 | 0.8430 | 0.9182 |
165
+ | No log | 17.5385 | 228 | 0.9672 | -0.0799 | 0.9672 | 0.9835 |
166
+ | No log | 17.6923 | 230 | 1.1486 | -0.0563 | 1.1486 | 1.0717 |
167
+ | No log | 17.8462 | 232 | 1.1064 | -0.0526 | 1.1064 | 1.0519 |
168
+ | No log | 18.0 | 234 | 0.9548 | -0.1564 | 0.9548 | 0.9771 |
169
+ | No log | 18.1538 | 236 | 0.8714 | -0.0488 | 0.8714 | 0.9335 |
170
+ | No log | 18.3077 | 238 | 0.8686 | -0.0595 | 0.8686 | 0.9320 |
171
+ | No log | 18.4615 | 240 | 0.9314 | -0.1623 | 0.9314 | 0.9651 |
172
+ | No log | 18.6154 | 242 | 1.1783 | -0.0597 | 1.1783 | 1.0855 |
173
+ | No log | 18.7692 | 244 | 1.3425 | -0.0684 | 1.3425 | 1.1587 |
174
+ | No log | 18.9231 | 246 | 1.2567 | -0.0974 | 1.2567 | 1.1210 |
175
+ | No log | 19.0769 | 248 | 1.0534 | -0.0948 | 1.0534 | 1.0263 |
176
+ | No log | 19.2308 | 250 | 0.9350 | -0.0316 | 0.9350 | 0.9669 |
177
+ | No log | 19.3846 | 252 | 0.9528 | -0.1197 | 0.9528 | 0.9761 |
178
+ | No log | 19.5385 | 254 | 1.0130 | -0.2392 | 1.0130 | 1.0065 |
179
+ | No log | 19.6923 | 256 | 1.0262 | -0.2357 | 1.0262 | 1.0130 |
180
+ | No log | 19.8462 | 258 | 0.9113 | -0.0295 | 0.9113 | 0.9546 |
181
+ | No log | 20.0 | 260 | 0.8840 | -0.0767 | 0.8840 | 0.9402 |
182
+ | No log | 20.1538 | 262 | 0.9580 | -0.0877 | 0.9580 | 0.9788 |
183
+ | No log | 20.3077 | 264 | 1.0931 | 0.0238 | 1.0931 | 1.0455 |
184
+ | No log | 20.4615 | 266 | 1.1222 | 0.0238 | 1.1222 | 1.0593 |
185
+ | No log | 20.6154 | 268 | 1.0848 | 0.0006 | 1.0848 | 1.0415 |
186
+ | No log | 20.7692 | 270 | 1.1386 | 0.0238 | 1.1386 | 1.0670 |
187
+ | No log | 20.9231 | 272 | 1.1945 | 0.0217 | 1.1945 | 1.0929 |
188
+ | No log | 21.0769 | 274 | 1.0998 | 0.0065 | 1.0998 | 1.0487 |
189
+ | No log | 21.2308 | 276 | 0.9846 | -0.1601 | 0.9846 | 0.9923 |
190
+ | No log | 21.3846 | 278 | 0.9262 | -0.1148 | 0.9262 | 0.9624 |
191
+ | No log | 21.5385 | 280 | 0.9050 | -0.0573 | 0.9050 | 0.9513 |
192
+ | No log | 21.6923 | 282 | 0.9002 | -0.0186 | 0.9002 | 0.9488 |
193
+ | No log | 21.8462 | 284 | 1.0121 | -0.1582 | 1.0121 | 1.0060 |
194
+ | No log | 22.0 | 286 | 1.1711 | 0.0217 | 1.1711 | 1.0822 |
195
+ | No log | 22.1538 | 288 | 1.0644 | -0.0031 | 1.0644 | 1.0317 |
196
+ | No log | 22.3077 | 290 | 0.8607 | -0.0316 | 0.8607 | 0.9277 |
197
+ | No log | 22.4615 | 292 | 0.8158 | 0.0282 | 0.8158 | 0.9032 |
198
+ | No log | 22.6154 | 294 | 0.8157 | 0.0282 | 0.8157 | 0.9032 |
199
+ | No log | 22.7692 | 296 | 0.9120 | -0.2010 | 0.9120 | 0.9550 |
200
+ | No log | 22.9231 | 298 | 1.1412 | -0.0133 | 1.1412 | 1.0683 |
201
+ | No log | 23.0769 | 300 | 1.1341 | -0.0720 | 1.1341 | 1.0649 |
202
+ | No log | 23.2308 | 302 | 0.9392 | -0.1273 | 0.9392 | 0.9691 |
203
+ | No log | 23.3846 | 304 | 0.8113 | -0.0179 | 0.8113 | 0.9007 |
204
+ | No log | 23.5385 | 306 | 0.8247 | -0.0449 | 0.8247 | 0.9081 |
205
+ | No log | 23.6923 | 308 | 0.8143 | -0.0029 | 0.8143 | 0.9024 |
206
+ | No log | 23.8462 | 310 | 0.8268 | -0.0731 | 0.8268 | 0.9093 |
207
+ | No log | 24.0 | 312 | 0.9603 | -0.0583 | 0.9603 | 0.9799 |
208
+ | No log | 24.1538 | 314 | 0.9703 | -0.0285 | 0.9703 | 0.9850 |
209
+ | No log | 24.3077 | 316 | 0.8844 | -0.1214 | 0.8844 | 0.9404 |
210
+ | No log | 24.4615 | 318 | 0.8628 | -0.0818 | 0.8628 | 0.9289 |
211
+ | No log | 24.6154 | 320 | 0.8910 | -0.1219 | 0.8910 | 0.9439 |
212
+ | No log | 24.7692 | 322 | 0.9210 | -0.0513 | 0.9210 | 0.9597 |
213
+ | No log | 24.9231 | 324 | 0.9417 | -0.0513 | 0.9417 | 0.9704 |
214
+ | No log | 25.0769 | 326 | 1.0097 | 0.0086 | 1.0097 | 1.0048 |
215
+ | No log | 25.2308 | 328 | 0.9766 | -0.0486 | 0.9766 | 0.9882 |
216
+ | No log | 25.3846 | 330 | 0.9863 | -0.0837 | 0.9863 | 0.9931 |
217
+ | No log | 25.5385 | 332 | 0.9707 | -0.0818 | 0.9707 | 0.9852 |
218
+ | No log | 25.6923 | 334 | 0.9423 | -0.0746 | 0.9423 | 0.9707 |
219
+ | No log | 25.8462 | 336 | 0.9074 | -0.1077 | 0.9074 | 0.9526 |
220
+ | No log | 26.0 | 338 | 0.9457 | -0.0746 | 0.9457 | 0.9725 |
221
+ | No log | 26.1538 | 340 | 1.0856 | -0.0586 | 1.0856 | 1.0419 |
222
+ | No log | 26.3077 | 342 | 1.1406 | -0.0964 | 1.1406 | 1.0680 |
223
+ | No log | 26.4615 | 344 | 1.0513 | -0.0291 | 1.0513 | 1.0253 |
224
+ | No log | 26.6154 | 346 | 0.9989 | -0.0586 | 0.9989 | 0.9994 |
225
+ | No log | 26.7692 | 348 | 0.9612 | -0.1232 | 0.9612 | 0.9804 |
226
+ | No log | 26.9231 | 350 | 0.9914 | -0.0586 | 0.9914 | 0.9957 |
227
+ | No log | 27.0769 | 352 | 1.1014 | -0.0398 | 1.1014 | 1.0495 |
228
+ | No log | 27.2308 | 354 | 1.1473 | -0.0712 | 1.1473 | 1.0711 |
229
+ | No log | 27.3846 | 356 | 1.1441 | -0.1011 | 1.1441 | 1.0696 |
230
+ | No log | 27.5385 | 358 | 1.0282 | -0.0345 | 1.0282 | 1.0140 |
231
+ | No log | 27.6923 | 360 | 0.8466 | -0.0408 | 0.8466 | 0.9201 |
232
+ | No log | 27.8462 | 362 | 0.7808 | -0.0152 | 0.7808 | 0.8836 |
233
+ | No log | 28.0 | 364 | 0.7751 | 0.0395 | 0.7751 | 0.8804 |
234
+ | No log | 28.1538 | 366 | 0.8282 | 0.0639 | 0.8282 | 0.9100 |
235
+ | No log | 28.3077 | 368 | 0.9119 | -0.0076 | 0.9119 | 0.9549 |
236
+ | No log | 28.4615 | 370 | 1.0560 | -0.0997 | 1.0560 | 1.0276 |
237
+ | No log | 28.6154 | 372 | 1.0813 | -0.0997 | 1.0813 | 1.0398 |
238
+ | No log | 28.7692 | 374 | 0.9658 | -0.0638 | 0.9658 | 0.9828 |
239
+ | No log | 28.9231 | 376 | 0.8747 | 0.0016 | 0.8747 | 0.9353 |
240
+ | No log | 29.0769 | 378 | 0.8629 | -0.0316 | 0.8629 | 0.9290 |
241
+ | No log | 29.2308 | 380 | 0.9223 | -0.0097 | 0.9223 | 0.9604 |
242
+ | No log | 29.3846 | 382 | 0.9257 | 0.0304 | 0.9257 | 0.9621 |
243
+ | No log | 29.5385 | 384 | 0.9541 | 0.0277 | 0.9541 | 0.9768 |
244
+ | No log | 29.6923 | 386 | 0.9793 | 0.0224 | 0.9793 | 0.9896 |
245
+ | No log | 29.8462 | 388 | 1.0346 | -0.0885 | 1.0346 | 1.0171 |
246
+ | No log | 30.0 | 390 | 1.0168 | -0.0885 | 1.0168 | 1.0084 |
247
+ | No log | 30.1538 | 392 | 0.9697 | -0.1221 | 0.9697 | 0.9847 |
248
+ | No log | 30.3077 | 394 | 1.0188 | -0.1566 | 1.0188 | 1.0093 |
249
+ | No log | 30.4615 | 396 | 1.0675 | -0.0686 | 1.0675 | 1.0332 |
250
+ | No log | 30.6154 | 398 | 1.0833 | -0.0997 | 1.0833 | 1.0408 |
251
+ | No log | 30.7692 | 400 | 1.0289 | -0.0658 | 1.0289 | 1.0143 |
252
+ | No log | 30.9231 | 402 | 0.9451 | -0.0076 | 0.9451 | 0.9722 |
253
+ | No log | 31.0769 | 404 | 0.8966 | 0.0123 | 0.8966 | 0.9469 |
254
+ | No log | 31.2308 | 406 | 0.8881 | -0.0295 | 0.8881 | 0.9424 |
255
+ | No log | 31.3846 | 408 | 0.9618 | -0.0456 | 0.9618 | 0.9807 |
256
+ | No log | 31.5385 | 410 | 1.1523 | -0.0306 | 1.1523 | 1.0734 |
257
+ | No log | 31.6923 | 412 | 1.2334 | -0.0398 | 1.2334 | 1.1106 |
258
+ | No log | 31.8462 | 414 | 1.1185 | -0.0608 | 1.1185 | 1.0576 |
259
+ | No log | 32.0 | 416 | 0.9520 | -0.0837 | 0.9520 | 0.9757 |
260
+ | No log | 32.1538 | 418 | 0.8926 | -0.0355 | 0.8926 | 0.9448 |
261
+ | No log | 32.3077 | 420 | 0.8617 | 0.0152 | 0.8617 | 0.9283 |
262
+ | No log | 32.4615 | 422 | 0.9002 | -0.0373 | 0.9002 | 0.9488 |
263
+ | No log | 32.6154 | 424 | 0.9341 | -0.1593 | 0.9341 | 0.9665 |
264
+ | No log | 32.7692 | 426 | 0.9533 | -0.1939 | 0.9533 | 0.9764 |
265
+ | No log | 32.9231 | 428 | 0.8762 | 0.0095 | 0.8762 | 0.9361 |
266
+ | No log | 33.0769 | 430 | 0.8155 | -0.0704 | 0.8155 | 0.9031 |
267
+ | No log | 33.2308 | 432 | 0.8090 | -0.0690 | 0.8090 | 0.8994 |
268
+ | No log | 33.3846 | 434 | 0.8626 | 0.0095 | 0.8626 | 0.9287 |
269
+ | No log | 33.5385 | 436 | 0.9689 | -0.0513 | 0.9689 | 0.9843 |
270
+ | No log | 33.6923 | 438 | 1.0838 | -0.0345 | 1.0838 | 1.0410 |
271
+ | No log | 33.8462 | 440 | 1.0560 | -0.0385 | 1.0560 | 1.0276 |
272
+ | No log | 34.0 | 442 | 0.9632 | -0.0943 | 0.9632 | 0.9814 |
273
+ | No log | 34.1538 | 444 | 0.8957 | -0.0391 | 0.8957 | 0.9464 |
274
+ | No log | 34.3077 | 446 | 0.8562 | -0.0252 | 0.8562 | 0.9253 |
275
+ | No log | 34.4615 | 448 | 0.8525 | -0.0731 | 0.8525 | 0.9233 |
276
+ | No log | 34.6154 | 450 | 0.8395 | -0.0718 | 0.8395 | 0.9162 |
277
+ | No log | 34.7692 | 452 | 0.8303 | -0.0690 | 0.8303 | 0.9112 |
278
+ | No log | 34.9231 | 454 | 0.8468 | -0.1194 | 0.8468 | 0.9202 |
279
+ | No log | 35.0769 | 456 | 0.8435 | -0.0755 | 0.8435 | 0.9184 |
280
+ | No log | 35.2308 | 458 | 0.8652 | -0.0355 | 0.8652 | 0.9302 |
281
+ | No log | 35.3846 | 460 | 0.8683 | -0.0008 | 0.8683 | 0.9318 |
282
+ | No log | 35.5385 | 462 | 0.8375 | -0.0755 | 0.8375 | 0.9151 |
283
+ | No log | 35.6923 | 464 | 0.8105 | -0.1180 | 0.8105 | 0.9003 |
284
+ | No log | 35.8462 | 466 | 0.8177 | -0.1585 | 0.8177 | 0.9043 |
285
+ | No log | 36.0 | 468 | 0.8217 | -0.1585 | 0.8217 | 0.9065 |
286
+ | No log | 36.1538 | 470 | 0.8318 | -0.0628 | 0.8318 | 0.9120 |
287
+ | No log | 36.3077 | 472 | 0.8445 | -0.1585 | 0.8445 | 0.9190 |
288
+ | No log | 36.4615 | 474 | 0.8868 | -0.0316 | 0.8868 | 0.9417 |
289
+ | No log | 36.6154 | 476 | 0.9566 | -0.0500 | 0.9566 | 0.9781 |
290
+ | No log | 36.7692 | 478 | 0.9753 | -0.0500 | 0.9753 | 0.9876 |
291
+ | No log | 36.9231 | 480 | 0.9276 | -0.0500 | 0.9276 | 0.9631 |
292
+ | No log | 37.0769 | 482 | 0.8655 | -0.0778 | 0.8655 | 0.9303 |
293
+ | No log | 37.2308 | 484 | 0.8676 | 0.0016 | 0.8676 | 0.9314 |
294
+ | No log | 37.3846 | 486 | 0.9197 | -0.0486 | 0.9197 | 0.9590 |
295
+ | No log | 37.5385 | 488 | 0.9006 | -0.0456 | 0.9006 | 0.9490 |
296
+ | No log | 37.6923 | 490 | 0.8846 | -0.0441 | 0.8846 | 0.9405 |
297
+ | No log | 37.8462 | 492 | 0.8886 | -0.0456 | 0.8886 | 0.9427 |
298
+ | No log | 38.0 | 494 | 0.9410 | -0.0877 | 0.9410 | 0.9701 |
299
+ | No log | 38.1538 | 496 | 1.0052 | 0.0045 | 1.0052 | 1.0026 |
300
+ | No log | 38.3077 | 498 | 1.0049 | -0.0245 | 1.0049 | 1.0025 |
301
+ | 0.2171 | 38.4615 | 500 | 0.9373 | -0.0500 | 0.9373 | 0.9681 |
302
+ | 0.2171 | 38.6154 | 502 | 0.8725 | 0.0095 | 0.8725 | 0.9341 |
303
+ | 0.2171 | 38.7692 | 504 | 0.8244 | -0.0718 | 0.8244 | 0.9080 |
304
+ | 0.2171 | 38.9231 | 506 | 0.8162 | -0.0718 | 0.8162 | 0.9035 |
305
+ | 0.2171 | 39.0769 | 508 | 0.8462 | 0.0095 | 0.8462 | 0.9199 |
306
+ | 0.2171 | 39.2308 | 510 | 0.9128 | -0.0157 | 0.9128 | 0.9554 |
307
+ | 0.2171 | 39.3846 | 512 | 1.0573 | -0.0049 | 1.0573 | 1.0283 |
308
+ | 0.2171 | 39.5385 | 514 | 1.1767 | -0.0712 | 1.1767 | 1.0848 |
309
+ | 0.2171 | 39.6923 | 516 | 1.1662 | -0.0712 | 1.1662 | 1.0799 |
310
+ | 0.2171 | 39.8462 | 518 | 1.0441 | 0.0680 | 1.0441 | 1.0218 |
311
+ | 0.2171 | 40.0 | 520 | 1.0035 | 0.0086 | 1.0035 | 1.0018 |
312
+ | 0.2171 | 40.1538 | 522 | 1.0462 | 0.0319 | 1.0462 | 1.0229 |
313
+ | 0.2171 | 40.3077 | 524 | 1.0354 | -0.0306 | 1.0354 | 1.0175 |
314
+ | 0.2171 | 40.4615 | 526 | 1.0271 | -0.0306 | 1.0271 | 1.0135 |
315
+ | 0.2171 | 40.6154 | 528 | 0.9859 | -0.0912 | 0.9859 | 0.9929 |
316
+ | 0.2171 | 40.7692 | 530 | 0.9037 | -0.0031 | 0.9037 | 0.9506 |
317
+ | 0.2171 | 40.9231 | 532 | 0.8316 | 0.0152 | 0.8316 | 0.9119 |
318
+ | 0.2171 | 41.0769 | 534 | 0.8039 | -0.0718 | 0.8039 | 0.8966 |
319
+ | 0.2171 | 41.2308 | 536 | 0.8098 | 0.0152 | 0.8098 | 0.8999 |
320
+ | 0.2171 | 41.3846 | 538 | 0.8320 | 0.0095 | 0.8320 | 0.9122 |
321
+ | 0.2171 | 41.5385 | 540 | 0.8792 | -0.0031 | 0.8792 | 0.9377 |
322
+ | 0.2171 | 41.6923 | 542 | 0.9314 | -0.0175 | 0.9314 | 0.9651 |
323
+ | 0.2171 | 41.8462 | 544 | 0.9654 | -0.0228 | 0.9654 | 0.9826 |
324
+ | 0.2171 | 42.0 | 546 | 0.9541 | 0.0152 | 0.9541 | 0.9768 |
325
+ | 0.2171 | 42.1538 | 548 | 0.9713 | 0.0778 | 0.9713 | 0.9856 |
326
+ | 0.2171 | 42.3077 | 550 | 0.9869 | 0.0717 | 0.9869 | 0.9934 |
327
+ | 0.2171 | 42.4615 | 552 | 0.9615 | 0.0416 | 0.9615 | 0.9806 |
328
+ | 0.2171 | 42.6154 | 554 | 0.9082 | 0.0200 | 0.9082 | 0.9530 |
329
+ | 0.2171 | 42.7692 | 556 | 0.9051 | -0.0138 | 0.9051 | 0.9514 |
330
+ | 0.2171 | 42.9231 | 558 | 0.9163 | -0.0138 | 0.9163 | 0.9572 |
331
+ | 0.2171 | 43.0769 | 560 | 0.8640 | -0.0391 | 0.8640 | 0.9295 |
332
+ | 0.2171 | 43.2308 | 562 | 0.8707 | -0.0031 | 0.8707 | 0.9331 |
333
+ | 0.2171 | 43.3846 | 564 | 0.9253 | 0.0152 | 0.9253 | 0.9619 |
334
+ | 0.2171 | 43.5385 | 566 | 1.0561 | -0.0666 | 1.0561 | 1.0277 |
335
+ | 0.2171 | 43.6923 | 568 | 1.1216 | -0.0411 | 1.1216 | 1.0591 |
336
+ | 0.2171 | 43.8462 | 570 | 1.1056 | -0.0666 | 1.1056 | 1.0515 |
337
+ | 0.2171 | 44.0 | 572 | 1.0719 | -0.0666 | 1.0719 | 1.0353 |
338
+ | 0.2171 | 44.1538 | 574 | 1.0368 | -0.0320 | 1.0368 | 1.0182 |
339
+ | 0.2171 | 44.3077 | 576 | 1.0419 | -0.0320 | 1.0419 | 1.0208 |
340
+ | 0.2171 | 44.4615 | 578 | 0.9838 | 0.0045 | 0.9838 | 0.9919 |
341
+ | 0.2171 | 44.6154 | 580 | 0.8652 | 0.0095 | 0.8652 | 0.9302 |
342
+ | 0.2171 | 44.7692 | 582 | 0.8187 | -0.0743 | 0.8187 | 0.9048 |
343
+ | 0.2171 | 44.9231 | 584 | 0.8022 | -0.1184 | 0.8022 | 0.8956 |
344
+ | 0.2171 | 45.0769 | 586 | 0.7956 | -0.1184 | 0.7956 | 0.8920 |
345
+ | 0.2171 | 45.2308 | 588 | 0.8100 | -0.0743 | 0.8100 | 0.9000 |
346
+ | 0.2171 | 45.3846 | 590 | 0.8511 | -0.0391 | 0.8511 | 0.9226 |
347
+ | 0.2171 | 45.5385 | 592 | 0.8765 | -0.0408 | 0.8765 | 0.9362 |
348
+ | 0.2171 | 45.6923 | 594 | 0.9206 | 0.0200 | 0.9206 | 0.9595 |
349
+ | 0.2171 | 45.8462 | 596 | 0.9360 | 0.0486 | 0.9360 | 0.9675 |
350
+ | 0.2171 | 46.0 | 598 | 0.8914 | -0.0441 | 0.8914 | 0.9442 |
351
+ | 0.2171 | 46.1538 | 600 | 0.8151 | -0.0743 | 0.8151 | 0.9028 |
352
+ | 0.2171 | 46.3077 | 602 | 0.7925 | -0.1187 | 0.7925 | 0.8902 |
353
+ | 0.2171 | 46.4615 | 604 | 0.8192 | -0.0743 | 0.8192 | 0.9051 |
354
+ | 0.2171 | 46.6154 | 606 | 0.8679 | -0.0799 | 0.8679 | 0.9316 |
355
+ | 0.2171 | 46.7692 | 608 | 0.8904 | -0.0456 | 0.8904 | 0.9436 |
356
+ | 0.2171 | 46.9231 | 610 | 0.9296 | -0.0194 | 0.9296 | 0.9641 |
357
+ | 0.2171 | 47.0769 | 612 | 0.9720 | 0.0045 | 0.9720 | 0.9859 |
358
+ | 0.2171 | 47.2308 | 614 | 0.9901 | 0.0045 | 0.9901 | 0.9950 |
359
+ | 0.2171 | 47.3846 | 616 | 0.9607 | 0.0443 | 0.9607 | 0.9801 |
360
+ | 0.2171 | 47.5385 | 618 | 0.9026 | -0.0456 | 0.9026 | 0.9501 |
361
+ | 0.2171 | 47.6923 | 620 | 0.8452 | -0.0355 | 0.8452 | 0.9193 |
362
+ | 0.2171 | 47.8462 | 622 | 0.8174 | -0.1187 | 0.8174 | 0.9041 |
363
+ | 0.2171 | 48.0 | 624 | 0.7988 | -0.0152 | 0.7988 | 0.8938 |
364
+ | 0.2171 | 48.1538 | 626 | 0.8044 | -0.0152 | 0.8044 | 0.8969 |
365
+ | 0.2171 | 48.3077 | 628 | 0.8197 | -0.1184 | 0.8197 | 0.9054 |
366
+ | 0.2171 | 48.4615 | 630 | 0.8921 | 0.0424 | 0.8921 | 0.9445 |
367
+ | 0.2171 | 48.6154 | 632 | 0.9899 | 0.0498 | 0.9899 | 0.9950 |
368
+ | 0.2171 | 48.7692 | 634 | 1.0908 | -0.0012 | 1.0908 | 1.0444 |
369
+ | 0.2171 | 48.9231 | 636 | 1.1519 | -0.0084 | 1.1519 | 1.0733 |
370
+ | 0.2171 | 49.0769 | 638 | 1.1755 | -0.0704 | 1.1755 | 1.0842 |
371
+ | 0.2171 | 49.2308 | 640 | 1.1248 | -0.0704 | 1.1248 | 1.0606 |
372
+ | 0.2171 | 49.3846 | 642 | 1.0116 | -0.0385 | 1.0116 | 1.0058 |
373
+ | 0.2171 | 49.5385 | 644 | 0.8985 | 0.0556 | 0.8985 | 0.9479 |
374
+ | 0.2171 | 49.6923 | 646 | 0.8429 | -0.0355 | 0.8429 | 0.9181 |
375
+ | 0.2171 | 49.8462 | 648 | 0.8208 | 0.0214 | 0.8208 | 0.9060 |
376
+ | 0.2171 | 50.0 | 650 | 0.8194 | -0.0295 | 0.8194 | 0.9052 |
377
+ | 0.2171 | 50.1538 | 652 | 0.8531 | -0.0373 | 0.8531 | 0.9237 |
378
+ | 0.2171 | 50.3077 | 654 | 0.9208 | -0.0500 | 0.9208 | 0.9596 |
379
+ | 0.2171 | 50.4615 | 656 | 0.9956 | 0.0810 | 0.9956 | 0.9978 |
380
+ | 0.2171 | 50.6154 | 658 | 1.0454 | 0.0717 | 1.0454 | 1.0224 |
381
+ | 0.2171 | 50.7692 | 660 | 1.0106 | 0.0810 | 1.0106 | 1.0053 |
382
+ | 0.2171 | 50.9231 | 662 | 0.9646 | 0.0498 | 0.9646 | 0.9822 |
383
+ | 0.2171 | 51.0769 | 664 | 0.9789 | 0.0498 | 0.9789 | 0.9894 |
384
+ | 0.2171 | 51.2308 | 666 | 1.0042 | 0.0810 | 1.0042 | 1.0021 |
385
+ | 0.2171 | 51.3846 | 668 | 1.0213 | 0.0631 | 1.0213 | 1.0106 |
386
+ | 0.2171 | 51.5385 | 670 | 1.0788 | -0.0348 | 1.0788 | 1.0387 |
387
+ | 0.2171 | 51.6923 | 672 | 1.0837 | -0.0067 | 1.0837 | 1.0410 |
388
+ | 0.2171 | 51.8462 | 674 | 1.0565 | 0.0596 | 1.0565 | 1.0279 |
389
+ | 0.2171 | 52.0 | 676 | 0.9644 | 0.0152 | 0.9644 | 0.9820 |
390
+ | 0.2171 | 52.1538 | 678 | 0.8838 | -0.0054 | 0.8838 | 0.9401 |
391
+ | 0.2171 | 52.3077 | 680 | 0.8337 | 0.0041 | 0.8337 | 0.9131 |
392
+ | 0.2171 | 52.4615 | 682 | 0.8151 | -0.1187 | 0.8151 | 0.9028 |
393
+ | 0.2171 | 52.6154 | 684 | 0.8274 | -0.1187 | 0.8274 | 0.9096 |
394
+ | 0.2171 | 52.7692 | 686 | 0.8553 | 0.0041 | 0.8553 | 0.9248 |
395
+ | 0.2171 | 52.9231 | 688 | 0.9048 | -0.0054 | 0.9048 | 0.9512 |
396
+ | 0.2171 | 53.0769 | 690 | 1.0063 | 0.0470 | 1.0063 | 1.0031 |
397
+ | 0.2171 | 53.2308 | 692 | 1.0595 | -0.0049 | 1.0595 | 1.0293 |
398
+ | 0.2171 | 53.3846 | 694 | 1.0725 | -0.0398 | 1.0725 | 1.0356 |
399
+ | 0.2171 | 53.5385 | 696 | 1.0208 | -0.0372 | 1.0208 | 1.0103 |
400
+ | 0.2171 | 53.6923 | 698 | 0.9478 | -0.0211 | 0.9478 | 0.9736 |
401
+ | 0.2171 | 53.8462 | 700 | 0.8885 | -0.0054 | 0.8885 | 0.9426 |
402
+ | 0.2171 | 54.0 | 702 | 0.8770 | 0.0016 | 0.8770 | 0.9365 |
403
+ | 0.2171 | 54.1538 | 704 | 0.8852 | -0.0031 | 0.8852 | 0.9409 |
404
+ | 0.2171 | 54.3077 | 706 | 0.9034 | 0.0333 | 0.9034 | 0.9505 |
405
+ | 0.2171 | 54.4615 | 708 | 0.9374 | -0.0500 | 0.9374 | 0.9682 |
406
+ | 0.2171 | 54.6154 | 710 | 0.9503 | -0.0157 | 0.9503 | 0.9748 |
407
+ | 0.2171 | 54.7692 | 712 | 0.9688 | -0.0175 | 0.9688 | 0.9843 |
408
+ | 0.2171 | 54.9231 | 714 | 0.9843 | -0.0157 | 0.9843 | 0.9921 |
409
+ | 0.2171 | 55.0769 | 716 | 1.0296 | 0.0129 | 1.0296 | 1.0147 |
410
+ | 0.2171 | 55.2308 | 718 | 1.1444 | -0.0012 | 1.1444 | 1.0698 |
411
+ | 0.2171 | 55.3846 | 720 | 1.2223 | -0.0704 | 1.2223 | 1.1056 |
412
+ | 0.2171 | 55.5385 | 722 | 1.2165 | -0.0704 | 1.2165 | 1.1030 |
413
+ | 0.2171 | 55.6923 | 724 | 1.1846 | -0.0704 | 1.1846 | 1.0884 |
414
+ | 0.2171 | 55.8462 | 726 | 1.1133 | -0.0695 | 1.1133 | 1.0551 |
415
+ | 0.2171 | 56.0 | 728 | 1.0323 | -0.0648 | 1.0323 | 1.0160 |
416
 
417
 
418
  ### Framework versions