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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_task3_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_task3_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_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: 0.7991
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- - Qwk: 0.0
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- - Mse: 0.7991
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- - Rmse: 0.8939
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  ## Model description
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@@ -47,519 +47,263 @@ 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 | 0.0244 | 2 | 3.8236 | 0.0104 | 3.8236 | 1.9554 |
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- | No log | 0.0488 | 4 | 2.2708 | 0.0247 | 2.2708 | 1.5069 |
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- | No log | 0.0732 | 6 | 1.2357 | -0.0234 | 1.2357 | 1.1116 |
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- | No log | 0.0976 | 8 | 0.7799 | 0.0225 | 0.7799 | 0.8831 |
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- | No log | 0.1220 | 10 | 1.0342 | -0.0013 | 1.0342 | 1.0170 |
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- | No log | 0.1463 | 12 | 0.9519 | 0.0909 | 0.9519 | 0.9756 |
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- | No log | 0.1707 | 14 | 0.7049 | -0.0035 | 0.7049 | 0.8396 |
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- | No log | 0.1951 | 16 | 0.7552 | -0.0551 | 0.7552 | 0.8690 |
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- | No log | 0.2195 | 18 | 0.6827 | 0.0 | 0.6827 | 0.8263 |
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- | No log | 0.2439 | 20 | 0.8408 | 0.0642 | 0.8408 | 0.9169 |
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- | No log | 0.2683 | 22 | 1.2524 | 0.0137 | 1.2524 | 1.1191 |
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- | No log | 0.2927 | 24 | 0.9311 | 0.0486 | 0.9311 | 0.9649 |
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- | No log | 0.3171 | 26 | 0.6992 | 0.0416 | 0.6992 | 0.8362 |
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- | No log | 0.3415 | 28 | 0.7318 | 0.0334 | 0.7318 | 0.8555 |
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- | No log | 0.3659 | 30 | 0.9601 | -0.0122 | 0.9601 | 0.9798 |
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- | No log | 0.3902 | 32 | 0.7881 | -0.0331 | 0.7881 | 0.8878 |
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- | No log | 0.4146 | 34 | 0.7643 | 0.0173 | 0.7643 | 0.8743 |
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- | No log | 0.4390 | 36 | 0.7287 | 0.0432 | 0.7287 | 0.8536 |
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- | No log | 0.4634 | 38 | 0.8904 | 0.0576 | 0.8904 | 0.9436 |
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- | No log | 0.4878 | 40 | 0.7895 | -0.0852 | 0.7895 | 0.8886 |
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- | No log | 0.5122 | 42 | 0.7201 | 0.1395 | 0.7201 | 0.8486 |
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- | No log | 0.5366 | 44 | 0.8736 | -0.0365 | 0.8736 | 0.9346 |
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- | No log | 0.5610 | 46 | 0.8421 | 0.1941 | 0.8421 | 0.9177 |
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- | No log | 0.5854 | 48 | 0.9015 | 0.0698 | 0.9015 | 0.9495 |
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- | No log | 0.6098 | 50 | 0.8986 | 0.1638 | 0.8986 | 0.9480 |
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- | No log | 0.6341 | 52 | 1.0773 | 0.0390 | 1.0773 | 1.0379 |
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- | No log | 0.6585 | 54 | 1.2009 | 0.0213 | 1.2009 | 1.0959 |
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- | No log | 0.6829 | 56 | 1.0598 | 0.0413 | 1.0598 | 1.0295 |
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- | No log | 0.7073 | 58 | 0.8921 | 0.2051 | 0.8921 | 0.9445 |
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- | No log | 0.7317 | 60 | 1.0568 | -0.0437 | 1.0568 | 1.0280 |
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- | No log | 0.7561 | 62 | 1.2199 | 0.0592 | 1.2199 | 1.1045 |
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- | No log | 0.7805 | 64 | 0.9192 | 0.1336 | 0.9192 | 0.9587 |
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- | No log | 0.8049 | 66 | 1.4870 | 0.0272 | 1.4870 | 1.2194 |
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- | No log | 0.8293 | 68 | 1.3720 | -0.0597 | 1.3720 | 1.1713 |
86
- | No log | 0.8537 | 70 | 0.8742 | 0.0896 | 0.8742 | 0.9350 |
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- | No log | 0.8780 | 72 | 0.9687 | 0.0989 | 0.9687 | 0.9842 |
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- | No log | 0.9024 | 74 | 0.9031 | 0.1027 | 0.9031 | 0.9503 |
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- | No log | 0.9268 | 76 | 0.7689 | 0.1007 | 0.7689 | 0.8769 |
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- | No log | 0.9512 | 78 | 0.7336 | 0.2786 | 0.7336 | 0.8565 |
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- | No log | 0.9756 | 80 | 0.7000 | 0.1796 | 0.7000 | 0.8366 |
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- | No log | 1.0 | 82 | 0.6944 | 0.1815 | 0.6944 | 0.8333 |
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- | No log | 1.0244 | 84 | 0.7390 | 0.0551 | 0.7390 | 0.8596 |
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- | No log | 1.0488 | 86 | 0.8271 | 0.1359 | 0.8271 | 0.9095 |
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- | No log | 1.0732 | 88 | 0.9282 | 0.2642 | 0.9282 | 0.9634 |
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- | No log | 1.0976 | 90 | 1.0552 | 0.2192 | 1.0552 | 1.0272 |
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- | No log | 1.1220 | 92 | 1.1022 | 0.1762 | 1.1022 | 1.0498 |
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- | No log | 1.1463 | 94 | 1.0743 | 0.0295 | 1.0743 | 1.0365 |
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- | No log | 1.1707 | 96 | 1.0703 | 0.1117 | 1.0703 | 1.0345 |
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- | No log | 1.1951 | 98 | 1.0458 | 0.1117 | 1.0458 | 1.0226 |
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- | No log | 1.2195 | 100 | 0.9811 | 0.1325 | 0.9811 | 0.9905 |
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- | No log | 1.2439 | 102 | 0.9366 | 0.0573 | 0.9366 | 0.9678 |
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- | No log | 1.2683 | 104 | 0.8649 | 0.0955 | 0.8649 | 0.9300 |
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- | No log | 1.2927 | 106 | 1.1585 | 0.0190 | 1.1585 | 1.0763 |
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- | No log | 1.3171 | 108 | 1.1146 | 0.0175 | 1.1146 | 1.0557 |
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- | No log | 1.3415 | 110 | 0.8827 | 0.1334 | 0.8827 | 0.9395 |
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- | No log | 1.3659 | 112 | 0.8777 | 0.0091 | 0.8777 | 0.9368 |
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- | No log | 1.3902 | 114 | 0.8653 | 0.1321 | 0.8653 | 0.9302 |
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- | No log | 1.4146 | 116 | 0.9030 | 0.0559 | 0.9030 | 0.9502 |
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- | No log | 1.4390 | 118 | 0.9565 | 0.0632 | 0.9565 | 0.9780 |
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- | No log | 1.4634 | 120 | 0.9165 | 0.0570 | 0.9165 | 0.9573 |
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- | No log | 1.4878 | 122 | 0.9738 | 0.0635 | 0.9738 | 0.9868 |
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- | No log | 1.5122 | 124 | 1.0443 | 0.0426 | 1.0443 | 1.0219 |
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- | No log | 1.5366 | 126 | 0.9351 | 0.1695 | 0.9351 | 0.9670 |
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- | No log | 1.5610 | 128 | 0.9640 | 0.1683 | 0.9640 | 0.9819 |
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- | No log | 1.5854 | 130 | 0.9879 | 0.0728 | 0.9879 | 0.9939 |
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- | No log | 1.6098 | 132 | 1.1566 | -0.0340 | 1.1566 | 1.0754 |
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- | No log | 1.6341 | 134 | 0.9593 | 0.0728 | 0.9593 | 0.9794 |
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- | No log | 1.6585 | 136 | 0.9912 | -0.0276 | 0.9912 | 0.9956 |
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- | No log | 1.6829 | 138 | 0.8786 | 0.1094 | 0.8786 | 0.9373 |
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- | No log | 1.7073 | 140 | 0.9111 | 0.1854 | 0.9111 | 0.9545 |
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- | No log | 1.7317 | 142 | 0.8864 | 0.1714 | 0.8864 | 0.9415 |
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- | No log | 1.7561 | 144 | 0.9821 | 0.0432 | 0.9821 | 0.9910 |
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- | No log | 1.7805 | 146 | 0.9228 | 0.1548 | 0.9228 | 0.9606 |
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- | No log | 1.8049 | 148 | 0.9819 | 0.0687 | 0.9819 | 0.9909 |
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- | No log | 1.8293 | 150 | 0.9370 | 0.1661 | 0.9370 | 0.9680 |
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- | No log | 1.8537 | 152 | 0.9962 | 0.0378 | 0.9962 | 0.9981 |
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- | No log | 1.8780 | 154 | 1.0419 | 0.0378 | 1.0419 | 1.0207 |
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- | No log | 1.9024 | 156 | 0.8970 | 0.0407 | 0.8970 | 0.9471 |
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- | No log | 1.9268 | 158 | 0.9866 | 0.0472 | 0.9866 | 0.9933 |
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- | No log | 1.9512 | 160 | 0.8737 | 0.0916 | 0.8737 | 0.9347 |
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- | No log | 1.9756 | 162 | 1.0010 | -0.0029 | 1.0010 | 1.0005 |
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- | No log | 2.0 | 164 | 1.0895 | -0.0482 | 1.0895 | 1.0438 |
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- | No log | 2.0244 | 166 | 0.8865 | 0.1580 | 0.8865 | 0.9416 |
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- | No log | 2.0488 | 168 | 1.0291 | 0.0159 | 1.0291 | 1.0144 |
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- | No log | 2.0732 | 170 | 0.9685 | -0.0036 | 0.9685 | 0.9841 |
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- | No log | 2.0976 | 172 | 0.8018 | 0.0393 | 0.8018 | 0.8954 |
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- | No log | 2.1220 | 174 | 0.9195 | 0.0826 | 0.9195 | 0.9589 |
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- | No log | 2.1463 | 176 | 0.8583 | 0.0999 | 0.8583 | 0.9265 |
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- | No log | 2.1707 | 178 | 0.7895 | 0.1425 | 0.7895 | 0.8885 |
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- | No log | 2.1951 | 180 | 0.8990 | -0.1354 | 0.8990 | 0.9482 |
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- | No log | 2.2195 | 182 | 0.8114 | 0.0983 | 0.8114 | 0.9008 |
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- | No log | 2.2439 | 184 | 0.8176 | 0.0236 | 0.8176 | 0.9042 |
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- | No log | 2.2683 | 186 | 0.7940 | -0.0557 | 0.7940 | 0.8911 |
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- | No log | 2.2927 | 188 | 0.7794 | -0.0892 | 0.7794 | 0.8828 |
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- | No log | 2.3171 | 190 | 0.7497 | 0.0303 | 0.7497 | 0.8658 |
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- | No log | 2.3415 | 192 | 0.7845 | 0.0214 | 0.7845 | 0.8857 |
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- | No log | 2.3659 | 194 | 0.8175 | 0.0600 | 0.8175 | 0.9041 |
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- | No log | 2.3902 | 196 | 0.8024 | 0.0810 | 0.8024 | 0.8957 |
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- | No log | 2.4146 | 198 | 0.8536 | -0.0375 | 0.8536 | 0.9239 |
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- | No log | 2.4390 | 200 | 0.8691 | 0.0408 | 0.8691 | 0.9322 |
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- | No log | 2.4634 | 202 | 0.9240 | 0.1228 | 0.9240 | 0.9613 |
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- | No log | 2.4878 | 204 | 0.8751 | 0.0923 | 0.8751 | 0.9354 |
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- | No log | 2.5122 | 206 | 0.8683 | -0.0313 | 0.8683 | 0.9318 |
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- | No log | 2.5366 | 208 | 1.0434 | 0.0443 | 1.0434 | 1.0215 |
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- | No log | 2.5610 | 210 | 1.4065 | 0.0868 | 1.4065 | 1.1859 |
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- | No log | 2.5854 | 212 | 1.2648 | 0.0855 | 1.2648 | 1.1246 |
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- | No log | 2.6098 | 214 | 0.9000 | -0.2173 | 0.9000 | 0.9487 |
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- | No log | 2.6341 | 216 | 0.9919 | 0.0676 | 0.9919 | 0.9960 |
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- | No log | 2.6585 | 218 | 1.1514 | -0.0545 | 1.1514 | 1.0730 |
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- | No log | 2.6829 | 220 | 0.9688 | 0.0407 | 0.9688 | 0.9843 |
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- | No log | 2.7073 | 222 | 0.9777 | -0.0173 | 0.9777 | 0.9888 |
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- | No log | 2.7317 | 224 | 1.1492 | 0.0107 | 1.1492 | 1.0720 |
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- | No log | 2.7561 | 226 | 1.0235 | -0.0061 | 1.0235 | 1.0117 |
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- | No log | 2.7805 | 228 | 0.9305 | -0.0260 | 0.9305 | 0.9646 |
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- | No log | 2.8049 | 230 | 1.1600 | 0.0331 | 1.1600 | 1.0771 |
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- | No log | 2.8293 | 232 | 1.0232 | 0.1614 | 1.0232 | 1.0116 |
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- | No log | 2.8537 | 234 | 0.7905 | -0.0086 | 0.7905 | 0.8891 |
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- | No log | 2.8780 | 236 | 0.8469 | -0.0572 | 0.8469 | 0.9203 |
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- | No log | 2.9024 | 238 | 0.8680 | 0.0230 | 0.8680 | 0.9317 |
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- | No log | 2.9268 | 240 | 0.7667 | 0.0930 | 0.7667 | 0.8756 |
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- | No log | 2.9512 | 242 | 0.8085 | 0.0574 | 0.8085 | 0.8992 |
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- | No log | 2.9756 | 244 | 0.7769 | 0.0574 | 0.7769 | 0.8814 |
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- | No log | 3.0 | 246 | 0.7338 | 0.0926 | 0.7338 | 0.8566 |
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- | No log | 3.0244 | 248 | 0.9887 | 0.0767 | 0.9887 | 0.9943 |
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- | No log | 3.0488 | 250 | 1.1088 | 0.0487 | 1.1088 | 1.0530 |
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- | No log | 3.0732 | 252 | 0.8718 | 0.0230 | 0.8718 | 0.9337 |
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- | No log | 3.0976 | 254 | 0.9036 | 0.0407 | 0.9036 | 0.9506 |
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- | No log | 3.1220 | 256 | 0.9577 | 0.1106 | 0.9577 | 0.9786 |
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- | No log | 3.1463 | 258 | 0.8334 | 0.0140 | 0.8334 | 0.9129 |
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- | No log | 3.1707 | 260 | 0.9366 | -0.0811 | 0.9366 | 0.9678 |
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- | No log | 3.1951 | 262 | 1.0972 | -0.0204 | 1.0972 | 1.0475 |
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- | No log | 3.2195 | 264 | 0.9164 | -0.0425 | 0.9164 | 0.9573 |
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- | No log | 3.2439 | 266 | 0.8537 | 0.0152 | 0.8537 | 0.9239 |
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- | No log | 3.2683 | 268 | 1.0052 | -0.0073 | 1.0052 | 1.0026 |
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- | No log | 3.2927 | 270 | 0.8792 | 0.0118 | 0.8792 | 0.9376 |
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- | No log | 3.3171 | 272 | 0.9374 | -0.0085 | 0.9374 | 0.9682 |
188
- | No log | 3.3415 | 274 | 1.0282 | -0.0322 | 1.0282 | 1.0140 |
189
- | No log | 3.3659 | 276 | 0.8863 | 0.0157 | 0.8863 | 0.9414 |
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- | No log | 3.3902 | 278 | 0.8237 | 0.0723 | 0.8237 | 0.9076 |
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- | No log | 3.4146 | 280 | 0.7976 | 0.0282 | 0.7976 | 0.8931 |
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- | No log | 3.4390 | 282 | 0.7761 | 0.0723 | 0.7761 | 0.8810 |
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- | No log | 3.4634 | 284 | 0.7554 | 0.0723 | 0.7554 | 0.8691 |
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- | No log | 3.4878 | 286 | 0.7485 | 0.1202 | 0.7485 | 0.8652 |
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- | No log | 3.5122 | 288 | 0.7366 | 0.0355 | 0.7366 | 0.8583 |
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- | No log | 3.5366 | 290 | 0.7761 | 0.1882 | 0.7761 | 0.8809 |
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- | No log | 3.5610 | 292 | 0.8635 | 0.0570 | 0.8635 | 0.9292 |
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- | No log | 3.5854 | 294 | 0.8442 | 0.0866 | 0.8442 | 0.9188 |
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- | No log | 3.6098 | 296 | 0.8618 | 0.0741 | 0.8618 | 0.9283 |
200
- | No log | 3.6341 | 298 | 0.8976 | 0.0570 | 0.8976 | 0.9474 |
201
- | No log | 3.6585 | 300 | 0.8914 | 0.0952 | 0.8914 | 0.9441 |
202
- | No log | 3.6829 | 302 | 0.8425 | -0.0339 | 0.8425 | 0.9179 |
203
- | No log | 3.7073 | 304 | 0.8205 | -0.0567 | 0.8205 | 0.9058 |
204
- | No log | 3.7317 | 306 | 0.8008 | 0.0303 | 0.8008 | 0.8949 |
205
- | No log | 3.7561 | 308 | 0.8445 | 0.0913 | 0.8445 | 0.9189 |
206
- | No log | 3.7805 | 310 | 0.7838 | 0.0821 | 0.7838 | 0.8853 |
207
- | No log | 3.8049 | 312 | 0.8764 | -0.0195 | 0.8764 | 0.9361 |
208
- | No log | 3.8293 | 314 | 0.8945 | -0.0138 | 0.8945 | 0.9458 |
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- | No log | 3.8537 | 316 | 0.8440 | -0.0113 | 0.8440 | 0.9187 |
210
- | No log | 3.8780 | 318 | 0.9143 | 0.0392 | 0.9143 | 0.9562 |
211
- | No log | 3.9024 | 320 | 0.8755 | 0.0741 | 0.8755 | 0.9357 |
212
- | No log | 3.9268 | 322 | 0.8823 | 0.0066 | 0.8823 | 0.9393 |
213
- | No log | 3.9512 | 324 | 0.9366 | 0.0248 | 0.9366 | 0.9678 |
214
- | No log | 3.9756 | 326 | 0.8895 | -0.0200 | 0.8895 | 0.9432 |
215
- | No log | 4.0 | 328 | 0.8559 | 0.0574 | 0.8559 | 0.9251 |
216
- | No log | 4.0244 | 330 | 0.8973 | 0.0769 | 0.8973 | 0.9472 |
217
- | No log | 4.0488 | 332 | 0.8514 | 0.0118 | 0.8514 | 0.9227 |
218
- | No log | 4.0732 | 334 | 0.8488 | 0.0175 | 0.8488 | 0.9213 |
219
- | No log | 4.0976 | 336 | 0.8765 | 0.0146 | 0.8765 | 0.9362 |
220
- | No log | 4.1220 | 338 | 0.9019 | 0.0295 | 0.9019 | 0.9497 |
221
- | No log | 4.1463 | 340 | 0.9525 | -0.0611 | 0.9525 | 0.9759 |
222
- | No log | 4.1707 | 342 | 0.8891 | -0.1860 | 0.8891 | 0.9429 |
223
- | No log | 4.1951 | 344 | 0.8301 | 0.0732 | 0.8301 | 0.9111 |
224
- | No log | 4.2195 | 346 | 0.8111 | 0.0714 | 0.8111 | 0.9006 |
225
- | No log | 4.2439 | 348 | 0.7593 | 0.0857 | 0.7593 | 0.8714 |
226
- | No log | 4.2683 | 350 | 0.7564 | 0.0914 | 0.7564 | 0.8697 |
227
- | No log | 4.2927 | 352 | 0.7738 | 0.0414 | 0.7738 | 0.8797 |
228
- | No log | 4.3171 | 354 | 0.8527 | -0.0268 | 0.8527 | 0.9234 |
229
- | No log | 4.3415 | 356 | 0.8599 | -0.0730 | 0.8599 | 0.9273 |
230
- | No log | 4.3659 | 358 | 0.8096 | 0.0414 | 0.8096 | 0.8998 |
231
- | No log | 4.3902 | 360 | 0.8140 | 0.0375 | 0.8140 | 0.9022 |
232
- | No log | 4.4146 | 362 | 0.8185 | 0.0375 | 0.8185 | 0.9047 |
233
- | No log | 4.4390 | 364 | 0.8202 | 0.0 | 0.8202 | 0.9057 |
234
- | No log | 4.4634 | 366 | 0.8109 | 0.0471 | 0.8109 | 0.9005 |
235
- | No log | 4.4878 | 368 | 0.7965 | 0.0338 | 0.7965 | 0.8925 |
236
- | No log | 4.5122 | 370 | 0.8008 | 0.0680 | 0.8008 | 0.8949 |
237
- | No log | 4.5366 | 372 | 0.8314 | 0.0525 | 0.8314 | 0.9118 |
238
- | No log | 4.5610 | 374 | 0.8006 | 0.1240 | 0.8006 | 0.8948 |
239
- | No log | 4.5854 | 376 | 0.8270 | 0.0581 | 0.8270 | 0.9094 |
240
- | No log | 4.6098 | 378 | 0.7999 | 0.1408 | 0.7999 | 0.8944 |
241
- | No log | 4.6341 | 380 | 0.7772 | 0.1196 | 0.7772 | 0.8816 |
242
- | No log | 4.6585 | 382 | 0.9178 | 0.0233 | 0.9178 | 0.9580 |
243
- | No log | 4.6829 | 384 | 0.9273 | 0.0257 | 0.9273 | 0.9630 |
244
- | No log | 4.7073 | 386 | 0.8104 | 0.1196 | 0.8104 | 0.9002 |
245
- | No log | 4.7317 | 388 | 0.8075 | 0.0944 | 0.8075 | 0.8986 |
246
- | No log | 4.7561 | 390 | 0.8203 | -0.0268 | 0.8203 | 0.9057 |
247
- | No log | 4.7805 | 392 | 0.7910 | 0.0934 | 0.7910 | 0.8894 |
248
- | No log | 4.8049 | 394 | 0.7932 | 0.0639 | 0.7932 | 0.8906 |
249
- | No log | 4.8293 | 396 | 0.7990 | 0.1340 | 0.7990 | 0.8938 |
250
- | No log | 4.8537 | 398 | 0.8512 | -0.0268 | 0.8512 | 0.9226 |
251
- | No log | 4.8780 | 400 | 0.8302 | 0.0532 | 0.8302 | 0.9112 |
252
- | No log | 4.9024 | 402 | 0.8078 | 0.1048 | 0.8078 | 0.8988 |
253
- | No log | 4.9268 | 404 | 0.7863 | 0.0449 | 0.7863 | 0.8868 |
254
- | No log | 4.9512 | 406 | 0.7923 | 0.0978 | 0.7923 | 0.8901 |
255
- | No log | 4.9756 | 408 | 0.7620 | 0.0454 | 0.7620 | 0.8729 |
256
- | No log | 5.0 | 410 | 0.7487 | 0.0454 | 0.7487 | 0.8653 |
257
- | No log | 5.0244 | 412 | 0.7390 | 0.0436 | 0.7390 | 0.8597 |
258
- | No log | 5.0488 | 414 | 0.7480 | 0.0914 | 0.7480 | 0.8649 |
259
- | No log | 5.0732 | 416 | 0.8199 | 0.0277 | 0.8199 | 0.9055 |
260
- | No log | 5.0976 | 418 | 0.8904 | 0.0500 | 0.8904 | 0.9436 |
261
- | No log | 5.1220 | 420 | 0.9750 | 0.1008 | 0.9750 | 0.9874 |
262
- | No log | 5.1463 | 422 | 0.9084 | 0.0265 | 0.9084 | 0.9531 |
263
- | No log | 5.1707 | 424 | 0.8377 | 0.0757 | 0.8377 | 0.9152 |
264
- | No log | 5.1951 | 426 | 0.8569 | 0.0470 | 0.8569 | 0.9257 |
265
- | No log | 5.2195 | 428 | 0.8237 | 0.0597 | 0.8237 | 0.9076 |
266
- | No log | 5.2439 | 430 | 0.8288 | 0.0597 | 0.8288 | 0.9104 |
267
- | No log | 5.2683 | 432 | 0.8548 | 0.0597 | 0.8548 | 0.9245 |
268
- | No log | 5.2927 | 434 | 0.8963 | 0.0437 | 0.8963 | 0.9467 |
269
- | No log | 5.3171 | 436 | 0.9167 | 0.0501 | 0.9167 | 0.9574 |
270
- | No log | 5.3415 | 438 | 0.8861 | 0.0652 | 0.8861 | 0.9413 |
271
- | No log | 5.3659 | 440 | 0.8787 | 0.0407 | 0.8787 | 0.9374 |
272
- | No log | 5.3902 | 442 | 0.8289 | 0.0959 | 0.8289 | 0.9104 |
273
- | No log | 5.4146 | 444 | 0.7630 | 0.1347 | 0.7630 | 0.8735 |
274
- | No log | 5.4390 | 446 | 0.7387 | 0.0874 | 0.7387 | 0.8595 |
275
- | No log | 5.4634 | 448 | 0.7862 | 0.0028 | 0.7862 | 0.8867 |
276
- | No log | 5.4878 | 450 | 0.7827 | 0.0028 | 0.7827 | 0.8847 |
277
- | No log | 5.5122 | 452 | 0.7444 | -0.0030 | 0.7444 | 0.8628 |
278
- | No log | 5.5366 | 454 | 0.7850 | 0.1541 | 0.7850 | 0.8860 |
279
- | No log | 5.5610 | 456 | 0.8664 | 0.1105 | 0.8664 | 0.9308 |
280
- | No log | 5.5854 | 458 | 0.8140 | 0.1003 | 0.8140 | 0.9022 |
281
- | No log | 5.6098 | 460 | 0.8186 | 0.0764 | 0.8186 | 0.9048 |
282
- | No log | 5.6341 | 462 | 0.9077 | -0.0153 | 0.9077 | 0.9527 |
283
- | No log | 5.6585 | 464 | 0.8605 | 0.0393 | 0.8605 | 0.9276 |
284
- | No log | 5.6829 | 466 | 0.8412 | 0.1141 | 0.8412 | 0.9172 |
285
- | No log | 5.7073 | 468 | 0.8085 | 0.1585 | 0.8085 | 0.8992 |
286
- | No log | 5.7317 | 470 | 0.7888 | -0.0029 | 0.7888 | 0.8882 |
287
- | No log | 5.7561 | 472 | 0.7685 | 0.0432 | 0.7685 | 0.8766 |
288
- | No log | 5.7805 | 474 | 0.7906 | 0.1553 | 0.7906 | 0.8891 |
289
- | No log | 5.8049 | 476 | 0.8386 | 0.1342 | 0.8386 | 0.9157 |
290
- | No log | 5.8293 | 478 | 0.7954 | 0.1899 | 0.7954 | 0.8919 |
291
- | No log | 5.8537 | 480 | 0.7286 | 0.0914 | 0.7286 | 0.8536 |
292
- | No log | 5.8780 | 482 | 0.7496 | -0.0493 | 0.7496 | 0.8658 |
293
- | No log | 5.9024 | 484 | 0.8979 | -0.1413 | 0.8979 | 0.9476 |
294
- | No log | 5.9268 | 486 | 0.9015 | -0.1298 | 0.9015 | 0.9495 |
295
- | No log | 5.9512 | 488 | 0.7871 | -0.0366 | 0.7871 | 0.8872 |
296
- | No log | 5.9756 | 490 | 0.8116 | 0.1495 | 0.8116 | 0.9009 |
297
- | No log | 6.0 | 492 | 1.0026 | 0.0277 | 1.0026 | 1.0013 |
298
- | No log | 6.0244 | 494 | 1.0016 | -0.0073 | 1.0016 | 1.0008 |
299
- | No log | 6.0488 | 496 | 0.8538 | 0.0650 | 0.8538 | 0.9240 |
300
- | No log | 6.0732 | 498 | 0.8914 | -0.0572 | 0.8914 | 0.9441 |
301
- | 0.3158 | 6.0976 | 500 | 0.9173 | -0.0522 | 0.9173 | 0.9578 |
302
- | 0.3158 | 6.1220 | 502 | 0.8077 | 0.0481 | 0.8077 | 0.8987 |
303
- | 0.3158 | 6.1463 | 504 | 0.8428 | 0.1286 | 0.8428 | 0.9180 |
304
- | 0.3158 | 6.1707 | 506 | 0.9715 | -0.1278 | 0.9715 | 0.9857 |
305
- | 0.3158 | 6.1951 | 508 | 0.9116 | 0.0711 | 0.9116 | 0.9548 |
306
- | 0.3158 | 6.2195 | 510 | 0.7624 | 0.1146 | 0.7624 | 0.8731 |
307
- | 0.3158 | 6.2439 | 512 | 0.7490 | 0.0488 | 0.7490 | 0.8654 |
308
- | 0.3158 | 6.2683 | 514 | 0.7806 | -0.0329 | 0.7806 | 0.8835 |
309
- | 0.3158 | 6.2927 | 516 | 0.7638 | -0.0427 | 0.7638 | 0.8739 |
310
- | 0.3158 | 6.3171 | 518 | 0.7536 | 0.0465 | 0.7536 | 0.8681 |
311
- | 0.3158 | 6.3415 | 520 | 0.7534 | 0.2239 | 0.7534 | 0.8680 |
312
- | 0.3158 | 6.3659 | 522 | 0.7828 | 0.1048 | 0.7828 | 0.8847 |
313
- | 0.3158 | 6.3902 | 524 | 0.7623 | 0.1722 | 0.7623 | 0.8731 |
314
- | 0.3158 | 6.4146 | 526 | 0.7572 | 0.2209 | 0.7572 | 0.8702 |
315
- | 0.3158 | 6.4390 | 528 | 0.7968 | 0.0172 | 0.7968 | 0.8927 |
316
- | 0.3158 | 6.4634 | 530 | 0.8232 | -0.0195 | 0.8232 | 0.9073 |
317
- | 0.3158 | 6.4878 | 532 | 0.7626 | 0.0061 | 0.7626 | 0.8733 |
318
- | 0.3158 | 6.5122 | 534 | 0.6926 | 0.0914 | 0.6926 | 0.8322 |
319
- | 0.3158 | 6.5366 | 536 | 0.6988 | 0.1371 | 0.6988 | 0.8359 |
320
- | 0.3158 | 6.5610 | 538 | 0.6925 | 0.1807 | 0.6925 | 0.8322 |
321
- | 0.3158 | 6.5854 | 540 | 0.6947 | 0.1371 | 0.6947 | 0.8335 |
322
- | 0.3158 | 6.6098 | 542 | 0.7239 | 0.1740 | 0.7239 | 0.8508 |
323
- | 0.3158 | 6.6341 | 544 | 0.7193 | 0.1311 | 0.7193 | 0.8481 |
324
- | 0.3158 | 6.6585 | 546 | 0.7143 | 0.0914 | 0.7143 | 0.8452 |
325
- | 0.3158 | 6.6829 | 548 | 0.7404 | 0.0028 | 0.7404 | 0.8605 |
326
- | 0.3158 | 6.7073 | 550 | 0.7346 | 0.0449 | 0.7346 | 0.8571 |
327
- | 0.3158 | 6.7317 | 552 | 0.7184 | 0.1311 | 0.7184 | 0.8476 |
328
- | 0.3158 | 6.7561 | 554 | 0.8200 | 0.1291 | 0.8200 | 0.9055 |
329
- | 0.3158 | 6.7805 | 556 | 0.9267 | 0.0233 | 0.9267 | 0.9626 |
330
- | 0.3158 | 6.8049 | 558 | 0.8995 | -0.0097 | 0.8995 | 0.9484 |
331
- | 0.3158 | 6.8293 | 560 | 0.8314 | 0.0913 | 0.8314 | 0.9118 |
332
- | 0.3158 | 6.8537 | 562 | 0.8250 | 0.0600 | 0.8250 | 0.9083 |
333
- | 0.3158 | 6.8780 | 564 | 0.7989 | 0.1740 | 0.7989 | 0.8938 |
334
- | 0.3158 | 6.9024 | 566 | 0.8146 | 0.0956 | 0.8146 | 0.9025 |
335
- | 0.3158 | 6.9268 | 568 | 0.9108 | 0.0207 | 0.9108 | 0.9544 |
336
- | 0.3158 | 6.9512 | 570 | 0.9218 | 0.0545 | 0.9218 | 0.9601 |
337
- | 0.3158 | 6.9756 | 572 | 0.7836 | 0.0956 | 0.7836 | 0.8852 |
338
- | 0.3158 | 7.0 | 574 | 0.7223 | 0.0914 | 0.7223 | 0.8499 |
339
- | 0.3158 | 7.0244 | 576 | 0.7022 | 0.0914 | 0.7022 | 0.8380 |
340
- | 0.3158 | 7.0488 | 578 | 0.7230 | 0.2105 | 0.7230 | 0.8503 |
341
- | 0.3158 | 7.0732 | 580 | 0.7873 | 0.1716 | 0.7873 | 0.8873 |
342
- | 0.3158 | 7.0976 | 582 | 0.8044 | 0.1196 | 0.8044 | 0.8969 |
343
- | 0.3158 | 7.1220 | 584 | 0.7309 | 0.2105 | 0.7309 | 0.8549 |
344
- | 0.3158 | 7.1463 | 586 | 0.7052 | 0.0414 | 0.7052 | 0.8398 |
345
- | 0.3158 | 7.1707 | 588 | 0.7541 | 0.0028 | 0.7541 | 0.8684 |
346
- | 0.3158 | 7.1951 | 590 | 0.7868 | 0.0056 | 0.7868 | 0.8870 |
347
- | 0.3158 | 7.2195 | 592 | 0.7419 | -0.0029 | 0.7419 | 0.8613 |
348
- | 0.3158 | 7.2439 | 594 | 0.7229 | 0.2150 | 0.7229 | 0.8503 |
349
- | 0.3158 | 7.2683 | 596 | 0.7917 | 0.1646 | 0.7917 | 0.8898 |
350
- | 0.3158 | 7.2927 | 598 | 0.8297 | 0.1542 | 0.8297 | 0.9109 |
351
- | 0.3158 | 7.3171 | 600 | 0.7490 | 0.2757 | 0.7490 | 0.8654 |
352
- | 0.3158 | 7.3415 | 602 | 0.7236 | 0.2584 | 0.7236 | 0.8507 |
353
- | 0.3158 | 7.3659 | 604 | 0.6967 | 0.2258 | 0.6967 | 0.8347 |
354
- | 0.3158 | 7.3902 | 606 | 0.7064 | 0.1902 | 0.7064 | 0.8405 |
355
- | 0.3158 | 7.4146 | 608 | 0.7054 | 0.1371 | 0.7054 | 0.8399 |
356
- | 0.3158 | 7.4390 | 610 | 0.7030 | 0.1371 | 0.7030 | 0.8385 |
357
- | 0.3158 | 7.4634 | 612 | 0.7182 | 0.2180 | 0.7182 | 0.8475 |
358
- | 0.3158 | 7.4878 | 614 | 0.7011 | 0.0914 | 0.7011 | 0.8373 |
359
- | 0.3158 | 7.5122 | 616 | 0.7142 | 0.0914 | 0.7142 | 0.8451 |
360
- | 0.3158 | 7.5366 | 618 | 0.7294 | 0.0028 | 0.7294 | 0.8541 |
361
- | 0.3158 | 7.5610 | 620 | 0.7396 | 0.1740 | 0.7396 | 0.8600 |
362
- | 0.3158 | 7.5854 | 622 | 0.8351 | 0.1336 | 0.8351 | 0.9139 |
363
- | 0.3158 | 7.6098 | 624 | 0.8268 | 0.1336 | 0.8268 | 0.9093 |
364
- | 0.3158 | 7.6341 | 626 | 0.8123 | 0.1336 | 0.8123 | 0.9013 |
365
- | 0.3158 | 7.6585 | 628 | 0.7696 | 0.2009 | 0.7696 | 0.8773 |
366
- | 0.3158 | 7.6829 | 630 | 0.7527 | 0.1986 | 0.7527 | 0.8676 |
367
- | 0.3158 | 7.7073 | 632 | 0.7517 | 0.1585 | 0.7517 | 0.8670 |
368
- | 0.3158 | 7.7317 | 634 | 0.7216 | 0.0432 | 0.7216 | 0.8494 |
369
- | 0.3158 | 7.7561 | 636 | 0.6999 | 0.0914 | 0.6999 | 0.8366 |
370
- | 0.3158 | 7.7805 | 638 | 0.6926 | 0.0914 | 0.6926 | 0.8322 |
371
- | 0.3158 | 7.8049 | 640 | 0.7060 | 0.0918 | 0.7060 | 0.8402 |
372
- | 0.3158 | 7.8293 | 642 | 0.7297 | 0.1787 | 0.7297 | 0.8542 |
373
- | 0.3158 | 7.8537 | 644 | 0.7467 | 0.1659 | 0.7467 | 0.8641 |
374
- | 0.3158 | 7.8780 | 646 | 0.7460 | 0.1659 | 0.7460 | 0.8637 |
375
- | 0.3158 | 7.9024 | 648 | 0.7333 | 0.1740 | 0.7333 | 0.8563 |
376
- | 0.3158 | 7.9268 | 650 | 0.7146 | 0.1740 | 0.7146 | 0.8453 |
377
- | 0.3158 | 7.9512 | 652 | 0.6878 | 0.1740 | 0.6878 | 0.8293 |
378
- | 0.3158 | 7.9756 | 654 | 0.6836 | 0.1371 | 0.6836 | 0.8268 |
379
- | 0.3158 | 8.0 | 656 | 0.7006 | 0.1740 | 0.7006 | 0.8370 |
380
- | 0.3158 | 8.0244 | 658 | 0.8286 | 0.1291 | 0.8286 | 0.9103 |
381
- | 0.3158 | 8.0488 | 660 | 0.9254 | 0.0260 | 0.9254 | 0.9620 |
382
- | 0.3158 | 8.0732 | 662 | 0.9750 | 0.0233 | 0.9750 | 0.9874 |
383
- | 0.3158 | 8.0976 | 664 | 0.8544 | 0.1196 | 0.8544 | 0.9243 |
384
- | 0.3158 | 8.1220 | 666 | 0.7546 | 0.1292 | 0.7546 | 0.8687 |
385
- | 0.3158 | 8.1463 | 668 | 0.7441 | 0.1347 | 0.7441 | 0.8626 |
386
- | 0.3158 | 8.1707 | 670 | 0.7205 | 0.1196 | 0.7205 | 0.8488 |
387
- | 0.3158 | 8.1951 | 672 | 0.7478 | 0.1965 | 0.7478 | 0.8648 |
388
- | 0.3158 | 8.2195 | 674 | 0.7987 | 0.1291 | 0.7987 | 0.8937 |
389
- | 0.3158 | 8.2439 | 676 | 0.8506 | 0.0676 | 0.8506 | 0.9223 |
390
- | 0.3158 | 8.2683 | 678 | 0.7970 | 0.1395 | 0.7970 | 0.8928 |
391
- | 0.3158 | 8.2927 | 680 | 0.7256 | 0.0821 | 0.7256 | 0.8518 |
392
- | 0.3158 | 8.3171 | 682 | 0.7179 | 0.0926 | 0.7179 | 0.8473 |
393
- | 0.3158 | 8.3415 | 684 | 0.7026 | 0.0414 | 0.7026 | 0.8382 |
394
- | 0.3158 | 8.3659 | 686 | 0.7000 | 0.1828 | 0.7000 | 0.8367 |
395
- | 0.3158 | 8.3902 | 688 | 0.7005 | 0.2584 | 0.7005 | 0.8370 |
396
- | 0.3158 | 8.4146 | 690 | 0.7120 | 0.2502 | 0.7120 | 0.8438 |
397
- | 0.3158 | 8.4390 | 692 | 0.7169 | 0.1807 | 0.7169 | 0.8467 |
398
- | 0.3158 | 8.4634 | 694 | 0.7409 | 0.1192 | 0.7409 | 0.8608 |
399
- | 0.3158 | 8.4878 | 696 | 0.7627 | 0.1440 | 0.7627 | 0.8734 |
400
- | 0.3158 | 8.5122 | 698 | 0.8318 | 0.0909 | 0.8318 | 0.9120 |
401
- | 0.3158 | 8.5366 | 700 | 0.9527 | 0.0676 | 0.9527 | 0.9761 |
402
- | 0.3158 | 8.5610 | 702 | 0.8842 | 0.0826 | 0.8842 | 0.9403 |
403
- | 0.3158 | 8.5854 | 704 | 0.7335 | 0.2258 | 0.7335 | 0.8565 |
404
- | 0.3158 | 8.6098 | 706 | 0.7434 | 0.0465 | 0.7434 | 0.8622 |
405
- | 0.3158 | 8.6341 | 708 | 0.7687 | -0.0426 | 0.7687 | 0.8768 |
406
- | 0.3158 | 8.6585 | 710 | 0.7596 | 0.0465 | 0.7596 | 0.8716 |
407
- | 0.3158 | 8.6829 | 712 | 0.7486 | 0.0834 | 0.7486 | 0.8652 |
408
- | 0.3158 | 8.7073 | 714 | 0.7298 | 0.0828 | 0.7298 | 0.8543 |
409
- | 0.3158 | 8.7317 | 716 | 0.7063 | 0.0414 | 0.7063 | 0.8404 |
410
- | 0.3158 | 8.7561 | 718 | 0.7083 | 0.0414 | 0.7083 | 0.8416 |
411
- | 0.3158 | 8.7805 | 720 | 0.7143 | 0.0414 | 0.7143 | 0.8452 |
412
- | 0.3158 | 8.8049 | 722 | 0.7237 | 0.1304 | 0.7237 | 0.8507 |
413
- | 0.3158 | 8.8293 | 724 | 0.7242 | 0.0869 | 0.7242 | 0.8510 |
414
- | 0.3158 | 8.8537 | 726 | 0.7206 | 0.0869 | 0.7206 | 0.8489 |
415
- | 0.3158 | 8.8780 | 728 | 0.7140 | 0.0869 | 0.7140 | 0.8450 |
416
- | 0.3158 | 8.9024 | 730 | 0.7267 | 0.0874 | 0.7267 | 0.8525 |
417
- | 0.3158 | 8.9268 | 732 | 0.7356 | 0.1244 | 0.7356 | 0.8577 |
418
- | 0.3158 | 8.9512 | 734 | 0.7366 | 0.1196 | 0.7366 | 0.8582 |
419
- | 0.3158 | 8.9756 | 736 | 0.7756 | 0.1943 | 0.7756 | 0.8807 |
420
- | 0.3158 | 9.0 | 738 | 0.8033 | 0.2424 | 0.8033 | 0.8963 |
421
- | 0.3158 | 9.0244 | 740 | 0.7541 | 0.1943 | 0.7541 | 0.8684 |
422
- | 0.3158 | 9.0488 | 742 | 0.7042 | 0.1254 | 0.7042 | 0.8392 |
423
- | 0.3158 | 9.0732 | 744 | 0.7341 | 0.0874 | 0.7341 | 0.8568 |
424
- | 0.3158 | 9.0976 | 746 | 0.7282 | 0.0828 | 0.7282 | 0.8533 |
425
- | 0.3158 | 9.1220 | 748 | 0.7237 | 0.0821 | 0.7237 | 0.8507 |
426
- | 0.3158 | 9.1463 | 750 | 0.7560 | 0.2078 | 0.7560 | 0.8695 |
427
- | 0.3158 | 9.1707 | 752 | 0.7915 | 0.1921 | 0.7915 | 0.8896 |
428
- | 0.3158 | 9.1951 | 754 | 0.7816 | 0.2078 | 0.7816 | 0.8841 |
429
- | 0.3158 | 9.2195 | 756 | 0.7447 | 0.1675 | 0.7447 | 0.8630 |
430
- | 0.3158 | 9.2439 | 758 | 0.7359 | 0.0821 | 0.7359 | 0.8578 |
431
- | 0.3158 | 9.2683 | 760 | 0.7238 | 0.0821 | 0.7238 | 0.8507 |
432
- | 0.3158 | 9.2927 | 762 | 0.7307 | 0.1347 | 0.7307 | 0.8548 |
433
- | 0.3158 | 9.3171 | 764 | 0.7257 | 0.1659 | 0.7257 | 0.8519 |
434
- | 0.3158 | 9.3415 | 766 | 0.7329 | 0.2078 | 0.7329 | 0.8561 |
435
- | 0.3158 | 9.3659 | 768 | 0.7343 | 0.2078 | 0.7343 | 0.8569 |
436
- | 0.3158 | 9.3902 | 770 | 0.7080 | 0.2150 | 0.7080 | 0.8414 |
437
- | 0.3158 | 9.4146 | 772 | 0.6851 | 0.1371 | 0.6851 | 0.8277 |
438
- | 0.3158 | 9.4390 | 774 | 0.6798 | 0.1371 | 0.6798 | 0.8245 |
439
- | 0.3158 | 9.4634 | 776 | 0.7010 | 0.0926 | 0.7010 | 0.8373 |
440
- | 0.3158 | 9.4878 | 778 | 0.7185 | 0.1751 | 0.7185 | 0.8476 |
441
- | 0.3158 | 9.5122 | 780 | 0.7514 | 0.1644 | 0.7514 | 0.8669 |
442
- | 0.3158 | 9.5366 | 782 | 0.8154 | 0.0923 | 0.8154 | 0.9030 |
443
- | 0.3158 | 9.5610 | 784 | 0.8562 | 0.1648 | 0.8562 | 0.9253 |
444
- | 0.3158 | 9.5854 | 786 | 0.8508 | 0.0896 | 0.8508 | 0.9224 |
445
- | 0.3158 | 9.6098 | 788 | 0.8454 | 0.1372 | 0.8454 | 0.9195 |
446
- | 0.3158 | 9.6341 | 790 | 0.8125 | 0.1372 | 0.8125 | 0.9014 |
447
- | 0.3158 | 9.6585 | 792 | 0.8111 | 0.1329 | 0.8111 | 0.9006 |
448
- | 0.3158 | 9.6829 | 794 | 0.7642 | 0.1529 | 0.7642 | 0.8742 |
449
- | 0.3158 | 9.7073 | 796 | 0.7487 | 0.0359 | 0.7487 | 0.8653 |
450
- | 0.3158 | 9.7317 | 798 | 0.7486 | 0.1644 | 0.7486 | 0.8652 |
451
- | 0.3158 | 9.7561 | 800 | 0.7616 | 0.1431 | 0.7616 | 0.8727 |
452
- | 0.3158 | 9.7805 | 802 | 0.7608 | 0.1431 | 0.7608 | 0.8722 |
453
- | 0.3158 | 9.8049 | 804 | 0.7488 | 0.1644 | 0.7488 | 0.8653 |
454
- | 0.3158 | 9.8293 | 806 | 0.7574 | 0.1244 | 0.7574 | 0.8703 |
455
- | 0.3158 | 9.8537 | 808 | 0.7909 | 0.1329 | 0.7909 | 0.8894 |
456
- | 0.3158 | 9.8780 | 810 | 0.8296 | 0.0871 | 0.8296 | 0.9109 |
457
- | 0.3158 | 9.9024 | 812 | 0.7957 | 0.1336 | 0.7957 | 0.8920 |
458
- | 0.3158 | 9.9268 | 814 | 0.7693 | 0.1336 | 0.7693 | 0.8771 |
459
- | 0.3158 | 9.9512 | 816 | 0.7605 | 0.1291 | 0.7605 | 0.8721 |
460
- | 0.3158 | 9.9756 | 818 | 0.7036 | 0.1740 | 0.7036 | 0.8388 |
461
- | 0.3158 | 10.0 | 820 | 0.7152 | 0.0432 | 0.7152 | 0.8457 |
462
- | 0.3158 | 10.0244 | 822 | 0.7064 | 0.0874 | 0.7064 | 0.8405 |
463
- | 0.3158 | 10.0488 | 824 | 0.7432 | 0.2078 | 0.7432 | 0.8621 |
464
- | 0.3158 | 10.0732 | 826 | 0.8831 | 0.1149 | 0.8831 | 0.9397 |
465
- | 0.3158 | 10.0976 | 828 | 0.9609 | 0.0659 | 0.9609 | 0.9802 |
466
- | 0.3158 | 10.1220 | 830 | 0.9383 | 0.0727 | 0.9383 | 0.9687 |
467
- | 0.3158 | 10.1463 | 832 | 0.8402 | 0.0633 | 0.8402 | 0.9166 |
468
- | 0.3158 | 10.1707 | 834 | 0.8783 | 0.0959 | 0.8783 | 0.9372 |
469
- | 0.3158 | 10.1951 | 836 | 1.0689 | 0.1308 | 1.0689 | 1.0339 |
470
- | 0.3158 | 10.2195 | 838 | 1.1054 | 0.1046 | 1.1054 | 1.0514 |
471
- | 0.3158 | 10.2439 | 840 | 0.9246 | 0.0641 | 0.9246 | 0.9616 |
472
- | 0.3158 | 10.2683 | 842 | 0.7367 | 0.0432 | 0.7367 | 0.8583 |
473
- | 0.3158 | 10.2927 | 844 | 0.7500 | 0.0549 | 0.7500 | 0.8660 |
474
- | 0.3158 | 10.3171 | 846 | 0.7674 | 0.0909 | 0.7674 | 0.8760 |
475
- | 0.3158 | 10.3415 | 848 | 0.7146 | 0.2105 | 0.7146 | 0.8453 |
476
- | 0.3158 | 10.3659 | 850 | 0.6713 | 0.1444 | 0.6713 | 0.8193 |
477
- | 0.3158 | 10.3902 | 852 | 0.6910 | 0.0914 | 0.6910 | 0.8313 |
478
- | 0.3158 | 10.4146 | 854 | 0.7169 | 0.0414 | 0.7169 | 0.8467 |
479
- | 0.3158 | 10.4390 | 856 | 0.7158 | 0.0414 | 0.7158 | 0.8461 |
480
- | 0.3158 | 10.4634 | 858 | 0.7919 | 0.1506 | 0.7919 | 0.8899 |
481
- | 0.3158 | 10.4878 | 860 | 0.9929 | 0.0576 | 0.9929 | 0.9965 |
482
- | 0.3158 | 10.5122 | 862 | 1.0268 | 0.0576 | 1.0268 | 1.0133 |
483
- | 0.3158 | 10.5366 | 864 | 0.8583 | 0.0826 | 0.8583 | 0.9265 |
484
- | 0.3158 | 10.5610 | 866 | 0.7298 | 0.1249 | 0.7298 | 0.8543 |
485
- | 0.3158 | 10.5854 | 868 | 0.8035 | -0.0426 | 0.8035 | 0.8964 |
486
- | 0.3158 | 10.6098 | 870 | 0.8254 | -0.0859 | 0.8254 | 0.9085 |
487
- | 0.3158 | 10.6341 | 872 | 0.7472 | 0.0432 | 0.7472 | 0.8644 |
488
- | 0.3158 | 10.6585 | 874 | 0.6691 | 0.1902 | 0.6691 | 0.8180 |
489
- | 0.3158 | 10.6829 | 876 | 0.6697 | 0.2258 | 0.6697 | 0.8184 |
490
- | 0.3158 | 10.7073 | 878 | 0.6781 | 0.1627 | 0.6781 | 0.8235 |
491
- | 0.3158 | 10.7317 | 880 | 0.6723 | 0.2258 | 0.6723 | 0.8199 |
492
- | 0.3158 | 10.7561 | 882 | 0.6796 | 0.2339 | 0.6796 | 0.8244 |
493
- | 0.3158 | 10.7805 | 884 | 0.7101 | 0.0869 | 0.7101 | 0.8427 |
494
- | 0.3158 | 10.8049 | 886 | 0.7293 | 0.0874 | 0.7293 | 0.8540 |
495
- | 0.3158 | 10.8293 | 888 | 0.7201 | 0.1304 | 0.7201 | 0.8486 |
496
- | 0.3158 | 10.8537 | 890 | 0.7401 | 0.1146 | 0.7401 | 0.8603 |
497
- | 0.3158 | 10.8780 | 892 | 0.8352 | 0.1342 | 0.8352 | 0.9139 |
498
- | 0.3158 | 10.9024 | 894 | 0.8949 | 0.0377 | 0.8949 | 0.9460 |
499
- | 0.3158 | 10.9268 | 896 | 0.8588 | 0.0456 | 0.8588 | 0.9267 |
500
- | 0.3158 | 10.9512 | 898 | 0.7719 | 0.2053 | 0.7719 | 0.8786 |
501
- | 0.3158 | 10.9756 | 900 | 0.7540 | 0.0441 | 0.7540 | 0.8683 |
502
- | 0.3158 | 11.0 | 902 | 0.8775 | 0.0296 | 0.8775 | 0.9368 |
503
- | 0.3158 | 11.0244 | 904 | 0.9211 | 0.1042 | 0.9211 | 0.9597 |
504
- | 0.3158 | 11.0488 | 906 | 0.8438 | 0.0581 | 0.8438 | 0.9186 |
505
- | 0.3158 | 11.0732 | 908 | 0.7252 | 0.0926 | 0.7252 | 0.8516 |
506
- | 0.3158 | 11.0976 | 910 | 0.7011 | 0.1254 | 0.7011 | 0.8373 |
507
- | 0.3158 | 11.1220 | 912 | 0.7049 | 0.1758 | 0.7049 | 0.8396 |
508
- | 0.3158 | 11.1463 | 914 | 0.7245 | 0.2502 | 0.7245 | 0.8512 |
509
- | 0.3158 | 11.1707 | 916 | 0.7350 | 0.2349 | 0.7350 | 0.8573 |
510
- | 0.3158 | 11.1951 | 918 | 0.7151 | 0.2105 | 0.7151 | 0.8456 |
511
- | 0.3158 | 11.2195 | 920 | 0.7244 | 0.1371 | 0.7244 | 0.8511 |
512
- | 0.3158 | 11.2439 | 922 | 0.7673 | -0.0930 | 0.7673 | 0.8760 |
513
- | 0.3158 | 11.2683 | 924 | 0.7688 | -0.0483 | 0.7688 | 0.8768 |
514
- | 0.3158 | 11.2927 | 926 | 0.7509 | -0.0483 | 0.7509 | 0.8666 |
515
- | 0.3158 | 11.3171 | 928 | 0.7093 | 0.1311 | 0.7093 | 0.8422 |
516
- | 0.3158 | 11.3415 | 930 | 0.7009 | 0.1254 | 0.7009 | 0.8372 |
517
- | 0.3158 | 11.3659 | 932 | 0.6875 | 0.1254 | 0.6875 | 0.8292 |
518
- | 0.3158 | 11.3902 | 934 | 0.6887 | 0.1371 | 0.6887 | 0.8299 |
519
- | 0.3158 | 11.4146 | 936 | 0.7350 | 0.0454 | 0.7350 | 0.8573 |
520
- | 0.3158 | 11.4390 | 938 | 0.7611 | -0.1331 | 0.7611 | 0.8724 |
521
- | 0.3158 | 11.4634 | 940 | 0.7695 | -0.1331 | 0.7695 | 0.8772 |
522
- | 0.3158 | 11.4878 | 942 | 0.7143 | 0.0 | 0.7143 | 0.8452 |
523
- | 0.3158 | 11.5122 | 944 | 0.6639 | 0.1371 | 0.6639 | 0.8148 |
524
- | 0.3158 | 11.5366 | 946 | 0.6596 | 0.1828 | 0.6596 | 0.8122 |
525
- | 0.3158 | 11.5610 | 948 | 0.6681 | 0.1758 | 0.6681 | 0.8173 |
526
- | 0.3158 | 11.5854 | 950 | 0.6920 | 0.1627 | 0.6920 | 0.8318 |
527
- | 0.3158 | 11.6098 | 952 | 0.7644 | 0.2277 | 0.7644 | 0.8743 |
528
- | 0.3158 | 11.6341 | 954 | 0.8737 | 0.0711 | 0.8737 | 0.9347 |
529
- | 0.3158 | 11.6585 | 956 | 0.8774 | 0.0711 | 0.8774 | 0.9367 |
530
- | 0.3158 | 11.6829 | 958 | 0.7943 | 0.1716 | 0.7943 | 0.8912 |
531
- | 0.3158 | 11.7073 | 960 | 0.6837 | 0.1758 | 0.6837 | 0.8269 |
532
- | 0.3158 | 11.7317 | 962 | 0.6701 | 0.1444 | 0.6701 | 0.8186 |
533
- | 0.3158 | 11.7561 | 964 | 0.6680 | 0.0436 | 0.6680 | 0.8173 |
534
- | 0.3158 | 11.7805 | 966 | 0.6661 | 0.1318 | 0.6661 | 0.8161 |
535
- | 0.3158 | 11.8049 | 968 | 0.7345 | 0.1627 | 0.7345 | 0.8570 |
536
- | 0.3158 | 11.8293 | 970 | 0.8031 | 0.1716 | 0.8031 | 0.8961 |
537
- | 0.3158 | 11.8537 | 972 | 0.7987 | 0.1716 | 0.7987 | 0.8937 |
538
- | 0.3158 | 11.8780 | 974 | 0.7135 | 0.1627 | 0.7135 | 0.8447 |
539
- | 0.3158 | 11.9024 | 976 | 0.6782 | 0.1758 | 0.6782 | 0.8235 |
540
- | 0.3158 | 11.9268 | 978 | 0.6959 | 0.0914 | 0.6959 | 0.8342 |
541
- | 0.3158 | 11.9512 | 980 | 0.7034 | 0.1758 | 0.7034 | 0.8387 |
542
- | 0.3158 | 11.9756 | 982 | 0.7701 | 0.1449 | 0.7701 | 0.8776 |
543
- | 0.3158 | 12.0 | 984 | 0.8410 | 0.1716 | 0.8410 | 0.9170 |
544
- | 0.3158 | 12.0244 | 986 | 0.8845 | 0.1243 | 0.8845 | 0.9405 |
545
- | 0.3158 | 12.0488 | 988 | 0.8293 | 0.1775 | 0.8293 | 0.9107 |
546
- | 0.3158 | 12.0732 | 990 | 0.7819 | 0.1395 | 0.7819 | 0.8842 |
547
- | 0.3158 | 12.0976 | 992 | 0.7695 | 0.1395 | 0.7695 | 0.8772 |
548
- | 0.3158 | 12.1220 | 994 | 0.8360 | 0.1775 | 0.8360 | 0.9143 |
549
- | 0.3158 | 12.1463 | 996 | 0.8383 | 0.1716 | 0.8383 | 0.9156 |
550
- | 0.3158 | 12.1707 | 998 | 0.8404 | 0.1660 | 0.8404 | 0.9168 |
551
- | 0.0695 | 12.1951 | 1000 | 0.8230 | 0.1716 | 0.8230 | 0.9072 |
552
- | 0.0695 | 12.2195 | 1002 | 0.7411 | 0.1965 | 0.7411 | 0.8609 |
553
- | 0.0695 | 12.2439 | 1004 | 0.7000 | 0.1254 | 0.7000 | 0.8367 |
554
- | 0.0695 | 12.2683 | 1006 | 0.7152 | 0.0436 | 0.7152 | 0.8457 |
555
- | 0.0695 | 12.2927 | 1008 | 0.7389 | 0.0454 | 0.7389 | 0.8596 |
556
- | 0.0695 | 12.3171 | 1010 | 0.7215 | 0.0918 | 0.7215 | 0.8494 |
557
- | 0.0695 | 12.3415 | 1012 | 0.7092 | 0.1758 | 0.7092 | 0.8421 |
558
- | 0.0695 | 12.3659 | 1014 | 0.7429 | 0.1691 | 0.7429 | 0.8619 |
559
- | 0.0695 | 12.3902 | 1016 | 0.7467 | 0.1199 | 0.7467 | 0.8641 |
560
- | 0.0695 | 12.4146 | 1018 | 0.7530 | 0.1249 | 0.7530 | 0.8678 |
561
- | 0.0695 | 12.4390 | 1020 | 0.8111 | -0.0831 | 0.8111 | 0.9006 |
562
- | 0.0695 | 12.4634 | 1022 | 0.7991 | 0.0 | 0.7991 | 0.8939 |
563
 
564
 
565
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_task3_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_task3_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7494
19
+ - Qwk: 0.1311
20
+ - Mse: 0.7494
21
+ - Rmse: 0.8657
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0227 | 2 | 4.0863 | 0.0 | 4.0863 | 2.0215 |
53
+ | No log | 0.0455 | 4 | 2.0392 | -0.0713 | 2.0392 | 1.4280 |
54
+ | No log | 0.0682 | 6 | 1.0566 | -0.0435 | 1.0566 | 1.0279 |
55
+ | No log | 0.0909 | 8 | 1.2879 | 0.0119 | 1.2879 | 1.1348 |
56
+ | No log | 0.1136 | 10 | 0.8865 | -0.0122 | 0.8865 | 0.9416 |
57
+ | No log | 0.1364 | 12 | 0.6814 | 0.0506 | 0.6814 | 0.8255 |
58
+ | No log | 0.1591 | 14 | 0.6958 | 0.0555 | 0.6958 | 0.8342 |
59
+ | No log | 0.1818 | 16 | 0.7131 | 0.0334 | 0.7131 | 0.8444 |
60
+ | No log | 0.2045 | 18 | 0.9230 | 0.0676 | 0.9230 | 0.9607 |
61
+ | No log | 0.2273 | 20 | 1.5022 | 0.0948 | 1.5022 | 1.2256 |
62
+ | No log | 0.25 | 22 | 0.8622 | 0.0476 | 0.8622 | 0.9285 |
63
+ | No log | 0.2727 | 24 | 0.7854 | -0.0131 | 0.7854 | 0.8863 |
64
+ | No log | 0.2955 | 26 | 0.8031 | -0.1239 | 0.8031 | 0.8962 |
65
+ | No log | 0.3182 | 28 | 0.7929 | -0.0725 | 0.7929 | 0.8904 |
66
+ | No log | 0.3409 | 30 | 0.7639 | 0.0857 | 0.7639 | 0.8740 |
67
+ | No log | 0.3636 | 32 | 1.5901 | 0.1017 | 1.5901 | 1.2610 |
68
+ | No log | 0.3864 | 34 | 2.2862 | 0.0612 | 2.2862 | 1.5120 |
69
+ | No log | 0.4091 | 36 | 1.3343 | 0.0868 | 1.3343 | 1.1551 |
70
+ | No log | 0.4318 | 38 | 0.6708 | 0.0909 | 0.6708 | 0.8190 |
71
+ | No log | 0.4545 | 40 | 0.7894 | -0.0939 | 0.7894 | 0.8885 |
72
+ | No log | 0.4773 | 42 | 0.7741 | -0.1001 | 0.7741 | 0.8799 |
73
+ | No log | 0.5 | 44 | 0.7035 | 0.0318 | 0.7035 | 0.8387 |
74
+ | No log | 0.5227 | 46 | 1.2314 | 0.1026 | 1.2314 | 1.1097 |
75
+ | No log | 0.5455 | 48 | 1.5465 | 0.0635 | 1.5465 | 1.2436 |
76
+ | No log | 0.5682 | 50 | 1.1429 | 0.0772 | 1.1429 | 1.0691 |
77
+ | No log | 0.5909 | 52 | 0.7190 | 0.1691 | 0.7190 | 0.8479 |
78
+ | No log | 0.6136 | 54 | 0.7734 | 0.0944 | 0.7734 | 0.8794 |
79
+ | No log | 0.6364 | 56 | 0.8063 | 0.0518 | 0.8063 | 0.8979 |
80
+ | No log | 0.6591 | 58 | 0.8472 | 0.1783 | 0.8472 | 0.9204 |
81
+ | No log | 0.6818 | 60 | 1.0559 | 0.0472 | 1.0559 | 1.0276 |
82
+ | No log | 0.7045 | 62 | 1.3027 | 0.0778 | 1.3027 | 1.1413 |
83
+ | No log | 0.7273 | 64 | 1.1785 | 0.1388 | 1.1785 | 1.0856 |
84
+ | No log | 0.75 | 66 | 1.1533 | 0.2563 | 1.1533 | 1.0739 |
85
+ | No log | 0.7727 | 68 | 1.1262 | 0.2192 | 1.1262 | 1.0612 |
86
+ | No log | 0.7955 | 70 | 1.0928 | 0.2208 | 1.0928 | 1.0454 |
87
+ | No log | 0.8182 | 72 | 1.0419 | 0.1401 | 1.0419 | 1.0208 |
88
+ | No log | 0.8409 | 74 | 0.9828 | 0.1352 | 0.9828 | 0.9914 |
89
+ | No log | 0.8636 | 76 | 0.8971 | 0.2099 | 0.8971 | 0.9471 |
90
+ | No log | 0.8864 | 78 | 0.8659 | 0.0262 | 0.8659 | 0.9306 |
91
+ | No log | 0.9091 | 80 | 0.7824 | 0.1525 | 0.7824 | 0.8845 |
92
+ | No log | 0.9318 | 82 | 0.7287 | -0.0030 | 0.7287 | 0.8536 |
93
+ | No log | 0.9545 | 84 | 0.7465 | 0.1740 | 0.7465 | 0.8640 |
94
+ | No log | 0.9773 | 86 | 0.7995 | 0.1475 | 0.7995 | 0.8942 |
95
+ | No log | 1.0 | 88 | 0.9773 | -0.0085 | 0.9773 | 0.9886 |
96
+ | No log | 1.0227 | 90 | 0.9228 | 0.1495 | 0.9228 | 0.9607 |
97
+ | No log | 1.0455 | 92 | 0.8550 | 0.2030 | 0.8550 | 0.9246 |
98
+ | No log | 1.0682 | 94 | 0.9199 | 0.1489 | 0.9199 | 0.9591 |
99
+ | No log | 1.0909 | 96 | 0.9714 | 0.1149 | 0.9714 | 0.9856 |
100
+ | No log | 1.1136 | 98 | 0.9181 | 0.2252 | 0.9181 | 0.9582 |
101
+ | No log | 1.1364 | 100 | 1.0763 | 0.1507 | 1.0763 | 1.0374 |
102
+ | No log | 1.1591 | 102 | 0.9930 | 0.0950 | 0.9930 | 0.9965 |
103
+ | No log | 1.1818 | 104 | 0.8035 | 0.1617 | 0.8035 | 0.8964 |
104
+ | No log | 1.2045 | 106 | 0.7500 | 0.0846 | 0.7500 | 0.8660 |
105
+ | No log | 1.2273 | 108 | 0.7176 | -0.0027 | 0.7176 | 0.8471 |
106
+ | No log | 1.25 | 110 | 0.7132 | -0.0086 | 0.7132 | 0.8445 |
107
+ | No log | 1.2727 | 112 | 0.7436 | -0.0506 | 0.7436 | 0.8623 |
108
+ | No log | 1.2955 | 114 | 0.7945 | 0.0660 | 0.7945 | 0.8914 |
109
+ | No log | 1.3182 | 116 | 1.0621 | -0.0142 | 1.0621 | 1.0306 |
110
+ | No log | 1.3409 | 118 | 0.9674 | -0.0327 | 0.9674 | 0.9835 |
111
+ | No log | 1.3636 | 120 | 0.9884 | 0.0426 | 0.9884 | 0.9942 |
112
+ | No log | 1.3864 | 122 | 1.1141 | 0.0558 | 1.1141 | 1.0555 |
113
+ | No log | 1.4091 | 124 | 0.8830 | 0.0549 | 0.8830 | 0.9397 |
114
+ | No log | 1.4318 | 126 | 0.8636 | 0.0611 | 0.8636 | 0.9293 |
115
+ | No log | 1.4545 | 128 | 0.8335 | 0.0205 | 0.8335 | 0.9130 |
116
+ | No log | 1.4773 | 130 | 0.8192 | 0.1187 | 0.8192 | 0.9051 |
117
+ | No log | 1.5 | 132 | 0.8182 | 0.1139 | 0.8182 | 0.9045 |
118
+ | No log | 1.5227 | 134 | 0.8261 | 0.0679 | 0.8261 | 0.9089 |
119
+ | No log | 1.5455 | 136 | 0.8538 | 0.2118 | 0.8538 | 0.9240 |
120
+ | No log | 1.5682 | 138 | 0.9130 | 0.2039 | 0.9130 | 0.9555 |
121
+ | No log | 1.5909 | 140 | 0.8949 | 0.2203 | 0.8949 | 0.9460 |
122
+ | No log | 1.6136 | 142 | 0.9880 | 0.0752 | 0.9880 | 0.9940 |
123
+ | No log | 1.6364 | 144 | 0.8172 | 0.0898 | 0.8172 | 0.9040 |
124
+ | No log | 1.6591 | 146 | 0.8220 | 0.1004 | 0.8220 | 0.9066 |
125
+ | No log | 1.6818 | 148 | 0.8288 | 0.0905 | 0.8288 | 0.9104 |
126
+ | No log | 1.7045 | 150 | 0.9531 | 0.0741 | 0.9531 | 0.9763 |
127
+ | No log | 1.7273 | 152 | 0.8874 | 0.0919 | 0.8874 | 0.9420 |
128
+ | No log | 1.75 | 154 | 0.8743 | 0.0927 | 0.8743 | 0.9350 |
129
+ | No log | 1.7727 | 156 | 0.8498 | 0.0597 | 0.8498 | 0.9218 |
130
+ | No log | 1.7955 | 158 | 0.8957 | 0.1252 | 0.8957 | 0.9464 |
131
+ | No log | 1.8182 | 160 | 1.1757 | 0.1076 | 1.1757 | 1.0843 |
132
+ | No log | 1.8409 | 162 | 1.4126 | 0.0608 | 1.4126 | 1.1885 |
133
+ | No log | 1.8636 | 164 | 1.1115 | 0.0802 | 1.1115 | 1.0543 |
134
+ | No log | 1.8864 | 166 | 0.8273 | 0.0341 | 0.8273 | 0.9096 |
135
+ | No log | 1.9091 | 168 | 1.0587 | 0.0824 | 1.0587 | 1.0289 |
136
+ | No log | 1.9318 | 170 | 1.0510 | 0.0799 | 1.0510 | 1.0252 |
137
+ | No log | 1.9545 | 172 | 0.8871 | 0.0344 | 0.8871 | 0.9418 |
138
+ | No log | 1.9773 | 174 | 0.9392 | 0.1544 | 0.9392 | 0.9691 |
139
+ | No log | 2.0 | 176 | 1.0586 | 0.0957 | 1.0586 | 1.0289 |
140
+ | No log | 2.0227 | 178 | 0.9837 | 0.1208 | 0.9837 | 0.9918 |
141
+ | No log | 2.0455 | 180 | 0.9412 | 0.2596 | 0.9412 | 0.9702 |
142
+ | No log | 2.0682 | 182 | 0.9487 | 0.0430 | 0.9487 | 0.9740 |
143
+ | No log | 2.0909 | 184 | 0.8878 | 0.0688 | 0.8878 | 0.9423 |
144
+ | No log | 2.1136 | 186 | 1.0080 | 0.1235 | 1.0080 | 1.0040 |
145
+ | No log | 2.1364 | 188 | 1.2458 | 0.0994 | 1.2458 | 1.1161 |
146
+ | No log | 2.1591 | 190 | 1.1961 | 0.1228 | 1.1961 | 1.0937 |
147
+ | No log | 2.1818 | 192 | 1.0071 | 0.0639 | 1.0071 | 1.0035 |
148
+ | No log | 2.2045 | 194 | 1.2055 | 0.0634 | 1.2055 | 1.0980 |
149
+ | No log | 2.2273 | 196 | 1.0132 | 0.0529 | 1.0132 | 1.0066 |
150
+ | No log | 2.25 | 198 | 0.9441 | 0.1832 | 0.9441 | 0.9716 |
151
+ | No log | 2.2727 | 200 | 1.0728 | 0.1265 | 1.0728 | 1.0358 |
152
+ | No log | 2.2955 | 202 | 0.9103 | 0.0659 | 0.9103 | 0.9541 |
153
+ | No log | 2.3182 | 204 | 0.8434 | 0.1440 | 0.8434 | 0.9184 |
154
+ | No log | 2.3409 | 206 | 0.8605 | 0.1742 | 0.8605 | 0.9276 |
155
+ | No log | 2.3636 | 208 | 0.9108 | 0.1065 | 0.9108 | 0.9544 |
156
+ | No log | 2.3864 | 210 | 0.8260 | 0.0308 | 0.8260 | 0.9088 |
157
+ | No log | 2.4091 | 212 | 0.8853 | 0.0643 | 0.8853 | 0.9409 |
158
+ | No log | 2.4318 | 214 | 0.8558 | 0.0248 | 0.8558 | 0.9251 |
159
+ | No log | 2.4545 | 216 | 0.7633 | 0.0918 | 0.7633 | 0.8736 |
160
+ | No log | 2.4773 | 218 | 0.7298 | 0.0863 | 0.7298 | 0.8543 |
161
+ | No log | 2.5 | 220 | 0.7330 | 0.1311 | 0.7330 | 0.8561 |
162
+ | No log | 2.5227 | 222 | 0.8036 | 0.1742 | 0.8036 | 0.8964 |
163
+ | No log | 2.5455 | 224 | 0.7417 | 0.1311 | 0.7417 | 0.8612 |
164
+ | No log | 2.5682 | 226 | 0.8323 | 0.0682 | 0.8323 | 0.9123 |
165
+ | No log | 2.5909 | 228 | 0.8846 | 0.1479 | 0.8846 | 0.9405 |
166
+ | No log | 2.6136 | 230 | 0.7711 | 0.0058 | 0.7711 | 0.8781 |
167
+ | No log | 2.6364 | 232 | 0.7320 | 0.1311 | 0.7320 | 0.8556 |
168
+ | No log | 2.6591 | 234 | 0.7304 | 0.1311 | 0.7304 | 0.8547 |
169
+ | No log | 2.6818 | 236 | 0.7349 | 0.0869 | 0.7349 | 0.8572 |
170
+ | No log | 2.7045 | 238 | 0.8040 | -0.0217 | 0.8040 | 0.8967 |
171
+ | No log | 2.7273 | 240 | 0.8242 | 0.1294 | 0.8242 | 0.9078 |
172
+ | No log | 2.75 | 242 | 0.8298 | 0.2031 | 0.8298 | 0.9110 |
173
+ | No log | 2.7727 | 244 | 0.7507 | 0.0834 | 0.7507 | 0.8664 |
174
+ | No log | 2.7955 | 246 | 0.7506 | 0.0749 | 0.7506 | 0.8664 |
175
+ | No log | 2.8182 | 248 | 0.8102 | 0.0393 | 0.8102 | 0.9001 |
176
+ | No log | 2.8409 | 250 | 0.8495 | 0.1996 | 0.8495 | 0.9217 |
177
+ | No log | 2.8636 | 252 | 0.7914 | 0.0376 | 0.7914 | 0.8896 |
178
+ | No log | 2.8864 | 254 | 0.8114 | 0.0341 | 0.8114 | 0.9008 |
179
+ | No log | 2.9091 | 256 | 0.8977 | 0.1635 | 0.8977 | 0.9475 |
180
+ | No log | 2.9318 | 258 | 1.1136 | 0.1290 | 1.1136 | 1.0553 |
181
+ | No log | 2.9545 | 260 | 1.0095 | 0.0985 | 1.0095 | 1.0047 |
182
+ | No log | 2.9773 | 262 | 0.8465 | 0.0376 | 0.8465 | 0.9201 |
183
+ | No log | 3.0 | 264 | 0.8652 | 0.2311 | 0.8652 | 0.9302 |
184
+ | No log | 3.0227 | 266 | 0.8048 | 0.1146 | 0.8048 | 0.8971 |
185
+ | No log | 3.0455 | 268 | 0.7848 | -0.0056 | 0.7848 | 0.8859 |
186
+ | No log | 3.0682 | 270 | 0.8026 | 0.0 | 0.8026 | 0.8959 |
187
+ | No log | 3.0909 | 272 | 0.7701 | 0.1304 | 0.7701 | 0.8775 |
188
+ | No log | 3.1136 | 274 | 0.8720 | 0.1609 | 0.8720 | 0.9338 |
189
+ | No log | 3.1364 | 276 | 1.0214 | 0.1461 | 1.0214 | 1.0106 |
190
+ | No log | 3.1591 | 278 | 0.8982 | 0.1571 | 0.8982 | 0.9478 |
191
+ | No log | 3.1818 | 280 | 0.7431 | 0.1362 | 0.7431 | 0.8620 |
192
+ | No log | 3.2045 | 282 | 0.8640 | 0.0364 | 0.8640 | 0.9295 |
193
+ | No log | 3.2273 | 284 | 0.9011 | -0.0211 | 0.9011 | 0.9493 |
194
+ | No log | 3.25 | 286 | 0.8075 | 0.0637 | 0.8075 | 0.8986 |
195
+ | No log | 3.2727 | 288 | 0.7857 | 0.0902 | 0.7857 | 0.8864 |
196
+ | No log | 3.2955 | 290 | 0.7886 | 0.1659 | 0.7886 | 0.8880 |
197
+ | No log | 3.3182 | 292 | 0.8583 | 0.1727 | 0.8583 | 0.9264 |
198
+ | No log | 3.3409 | 294 | 0.8792 | 0.1609 | 0.8792 | 0.9376 |
199
+ | No log | 3.3636 | 296 | 0.8323 | 0.0327 | 0.8323 | 0.9123 |
200
+ | No log | 3.3864 | 298 | 0.9513 | 0.1274 | 0.9513 | 0.9753 |
201
+ | No log | 3.4091 | 300 | 0.9324 | 0.1559 | 0.9324 | 0.9656 |
202
+ | No log | 3.4318 | 302 | 0.8406 | 0.0327 | 0.8406 | 0.9169 |
203
+ | No log | 3.4545 | 304 | 0.9824 | 0.1379 | 0.9824 | 0.9912 |
204
+ | No log | 3.4773 | 306 | 1.1854 | 0.0368 | 1.1854 | 1.0888 |
205
+ | No log | 3.5 | 308 | 1.0253 | 0.1604 | 1.0253 | 1.0126 |
206
+ | No log | 3.5227 | 310 | 0.7917 | 0.1146 | 0.7917 | 0.8898 |
207
+ | No log | 3.5455 | 312 | 0.8473 | 0.0460 | 0.8473 | 0.9205 |
208
+ | No log | 3.5682 | 314 | 0.9791 | 0.0646 | 0.9791 | 0.9895 |
209
+ | No log | 3.5909 | 316 | 0.9446 | 0.0651 | 0.9446 | 0.9719 |
210
+ | No log | 3.6136 | 318 | 0.8147 | 0.0828 | 0.8147 | 0.9026 |
211
+ | No log | 3.6364 | 320 | 0.8530 | 0.0562 | 0.8530 | 0.9236 |
212
+ | No log | 3.6591 | 322 | 0.9222 | 0.0692 | 0.9222 | 0.9603 |
213
+ | No log | 3.6818 | 324 | 0.8249 | 0.0999 | 0.8249 | 0.9082 |
214
+ | No log | 3.7045 | 326 | 0.7087 | 0.1371 | 0.7087 | 0.8419 |
215
+ | No log | 3.7273 | 328 | 0.7215 | 0.0918 | 0.7215 | 0.8494 |
216
+ | No log | 3.75 | 330 | 0.7975 | -0.0228 | 0.7975 | 0.8930 |
217
+ | No log | 3.7727 | 332 | 0.8231 | -0.0598 | 0.8231 | 0.9072 |
218
+ | No log | 3.7955 | 334 | 0.8111 | 0.0474 | 0.8111 | 0.9006 |
219
+ | No log | 3.8182 | 336 | 0.7684 | 0.0412 | 0.7684 | 0.8766 |
220
+ | No log | 3.8409 | 338 | 0.7185 | 0.1371 | 0.7185 | 0.8476 |
221
+ | No log | 3.8636 | 340 | 0.6802 | 0.1371 | 0.6802 | 0.8247 |
222
+ | No log | 3.8864 | 342 | 0.6658 | 0.1902 | 0.6658 | 0.8159 |
223
+ | No log | 3.9091 | 344 | 0.6873 | 0.1902 | 0.6873 | 0.8290 |
224
+ | No log | 3.9318 | 346 | 0.7722 | 0.1199 | 0.7722 | 0.8788 |
225
+ | No log | 3.9545 | 348 | 0.9029 | 0.0842 | 0.9029 | 0.9502 |
226
+ | No log | 3.9773 | 350 | 0.9247 | 0.0594 | 0.9247 | 0.9616 |
227
+ | No log | 4.0 | 352 | 1.0517 | 0.0950 | 1.0517 | 1.0255 |
228
+ | No log | 4.0227 | 354 | 1.1417 | 0.1514 | 1.1417 | 1.0685 |
229
+ | No log | 4.0455 | 356 | 1.1756 | 0.1775 | 1.1756 | 1.0843 |
230
+ | No log | 4.0682 | 358 | 1.0066 | 0.1500 | 1.0066 | 1.0033 |
231
+ | No log | 4.0909 | 360 | 0.8149 | 0.0791 | 0.8149 | 0.9027 |
232
+ | No log | 4.1136 | 362 | 0.8199 | 0.1001 | 0.8199 | 0.9055 |
233
+ | No log | 4.1364 | 364 | 0.7802 | 0.1675 | 0.7802 | 0.8833 |
234
+ | No log | 4.1591 | 366 | 0.7755 | 0.1675 | 0.7755 | 0.8806 |
235
+ | No log | 4.1818 | 368 | 0.7797 | 0.1196 | 0.7797 | 0.8830 |
236
+ | No log | 4.2045 | 370 | 0.7956 | 0.0741 | 0.7956 | 0.8920 |
237
+ | No log | 4.2273 | 372 | 0.8245 | 0.0791 | 0.8245 | 0.9080 |
238
+ | No log | 4.25 | 374 | 0.8127 | 0.0679 | 0.8127 | 0.9015 |
239
+ | No log | 4.2727 | 376 | 0.8433 | 0.1308 | 0.8433 | 0.9183 |
240
+ | No log | 4.2955 | 378 | 0.8450 | 0.0968 | 0.8450 | 0.9193 |
241
+ | No log | 4.3182 | 380 | 0.8771 | -0.1306 | 0.8771 | 0.9365 |
242
+ | No log | 4.3409 | 382 | 0.9126 | 0.0025 | 0.9126 | 0.9553 |
243
+ | No log | 4.3636 | 384 | 0.8234 | 0.0027 | 0.8234 | 0.9074 |
244
+ | No log | 4.3864 | 386 | 0.7914 | 0.0709 | 0.7914 | 0.8896 |
245
+ | No log | 4.4091 | 388 | 0.7885 | 0.0791 | 0.7885 | 0.8880 |
246
+ | No log | 4.4318 | 390 | 0.7953 | 0.0709 | 0.7953 | 0.8918 |
247
+ | No log | 4.4545 | 392 | 0.8134 | 0.0 | 0.8134 | 0.9019 |
248
+ | No log | 4.4773 | 394 | 0.8799 | 0.0962 | 0.8799 | 0.9380 |
249
+ | No log | 4.5 | 396 | 0.8647 | 0.0580 | 0.8647 | 0.9299 |
250
+ | No log | 4.5227 | 398 | 0.8366 | 0.0376 | 0.8366 | 0.9147 |
251
+ | No log | 4.5455 | 400 | 0.8343 | 0.0709 | 0.8343 | 0.9134 |
252
+ | No log | 4.5682 | 402 | 0.8308 | 0.0376 | 0.8308 | 0.9115 |
253
+ | No log | 4.5909 | 404 | 0.8910 | 0.0609 | 0.8910 | 0.9440 |
254
+ | No log | 4.6136 | 406 | 0.9782 | 0.1271 | 0.9782 | 0.9890 |
255
+ | No log | 4.6364 | 408 | 0.9522 | 0.1271 | 0.9522 | 0.9758 |
256
+ | No log | 4.6591 | 410 | 0.8390 | 0.0898 | 0.8390 | 0.9160 |
257
+ | No log | 4.6818 | 412 | 0.8387 | 0.1324 | 0.8387 | 0.9158 |
258
+ | No log | 4.7045 | 414 | 0.8419 | 0.0917 | 0.8419 | 0.9175 |
259
+ | No log | 4.7273 | 416 | 0.7749 | 0.1146 | 0.7749 | 0.8803 |
260
+ | No log | 4.75 | 418 | 0.7565 | 0.1146 | 0.7565 | 0.8698 |
261
+ | No log | 4.7727 | 420 | 0.7219 | 0.1371 | 0.7219 | 0.8496 |
262
+ | No log | 4.7955 | 422 | 0.7364 | 0.0914 | 0.7364 | 0.8581 |
263
+ | No log | 4.8182 | 424 | 0.7928 | 0.0874 | 0.7928 | 0.8904 |
264
+ | No log | 4.8409 | 426 | 0.8365 | 0.0444 | 0.8365 | 0.9146 |
265
+ | No log | 4.8636 | 428 | 0.8876 | -0.0271 | 0.8876 | 0.9421 |
266
+ | No log | 4.8864 | 430 | 1.0206 | 0.0820 | 1.0206 | 1.0102 |
267
+ | No log | 4.9091 | 432 | 1.1282 | 0.0673 | 1.1282 | 1.0622 |
268
+ | No log | 4.9318 | 434 | 0.9385 | 0.1604 | 0.9385 | 0.9688 |
269
+ | No log | 4.9545 | 436 | 0.8207 | 0.0410 | 0.8207 | 0.9059 |
270
+ | No log | 4.9773 | 438 | 0.8737 | -0.0014 | 0.8737 | 0.9347 |
271
+ | No log | 5.0 | 440 | 0.8505 | 0.0311 | 0.8505 | 0.9222 |
272
+ | No log | 5.0227 | 442 | 0.7695 | 0.0106 | 0.7695 | 0.8772 |
273
+ | No log | 5.0455 | 444 | 0.7120 | 0.1828 | 0.7120 | 0.8438 |
274
+ | No log | 5.0682 | 446 | 0.7899 | 0.0999 | 0.7899 | 0.8888 |
275
+ | No log | 5.0909 | 448 | 0.9382 | 0.0250 | 0.9382 | 0.9686 |
276
+ | No log | 5.1136 | 450 | 0.9107 | 0.0684 | 0.9107 | 0.9543 |
277
+ | No log | 5.1364 | 452 | 0.7993 | 0.0999 | 0.7993 | 0.8941 |
278
+ | No log | 5.1591 | 454 | 0.7767 | 0.0840 | 0.7767 | 0.8813 |
279
+ | No log | 5.1818 | 456 | 0.7803 | 0.0410 | 0.7803 | 0.8834 |
280
+ | No log | 5.2045 | 458 | 0.7512 | 0.0834 | 0.7512 | 0.8667 |
281
+ | No log | 5.2273 | 460 | 0.7258 | 0.1828 | 0.7258 | 0.8519 |
282
+ | No log | 5.25 | 462 | 0.7521 | 0.1627 | 0.7521 | 0.8672 |
283
+ | No log | 5.2727 | 464 | 0.7988 | 0.0999 | 0.7988 | 0.8937 |
284
+ | No log | 5.2955 | 466 | 0.7990 | 0.1817 | 0.7990 | 0.8939 |
285
+ | No log | 5.3182 | 468 | 0.7422 | 0.1691 | 0.7422 | 0.8615 |
286
+ | No log | 5.3409 | 470 | 0.7231 | 0.1902 | 0.7231 | 0.8504 |
287
+ | No log | 5.3636 | 472 | 0.7724 | -0.0387 | 0.7724 | 0.8789 |
288
+ | No log | 5.3864 | 474 | 0.7876 | -0.0280 | 0.7876 | 0.8875 |
289
+ | No log | 5.4091 | 476 | 0.7324 | 0.0454 | 0.7324 | 0.8558 |
290
+ | No log | 5.4318 | 478 | 0.7361 | 0.2258 | 0.7361 | 0.8580 |
291
+ | No log | 5.4545 | 480 | 0.8320 | 0.1701 | 0.8320 | 0.9122 |
292
+ | No log | 5.4773 | 482 | 0.8413 | 0.1235 | 0.8413 | 0.9172 |
293
+ | No log | 5.5 | 484 | 0.7847 | 0.1249 | 0.7847 | 0.8858 |
294
+ | No log | 5.5227 | 486 | 0.7974 | 0.0376 | 0.7974 | 0.8930 |
295
+ | No log | 5.5455 | 488 | 0.7781 | 0.0376 | 0.7781 | 0.8821 |
296
+ | No log | 5.5682 | 490 | 0.7880 | -0.0446 | 0.7880 | 0.8877 |
297
+ | No log | 5.5909 | 492 | 0.7744 | -0.0469 | 0.7744 | 0.8800 |
298
+ | No log | 5.6136 | 494 | 0.7428 | 0.0454 | 0.7428 | 0.8618 |
299
+ | No log | 5.6364 | 496 | 0.7349 | 0.1254 | 0.7349 | 0.8573 |
300
+ | No log | 5.6591 | 498 | 0.7753 | 0.1675 | 0.7753 | 0.8805 |
301
+ | 0.3466 | 5.6818 | 500 | 0.7638 | 0.1675 | 0.7638 | 0.8740 |
302
+ | 0.3466 | 5.7045 | 502 | 0.7687 | 0.1254 | 0.7687 | 0.8767 |
303
+ | 0.3466 | 5.7273 | 504 | 0.7963 | 0.0376 | 0.7963 | 0.8923 |
304
+ | 0.3466 | 5.75 | 506 | 0.7945 | 0.0828 | 0.7945 | 0.8913 |
305
+ | 0.3466 | 5.7727 | 508 | 0.7681 | 0.1371 | 0.7681 | 0.8764 |
306
+ | 0.3466 | 5.7955 | 510 | 0.7494 | 0.1311 | 0.7494 | 0.8657 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions