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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_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_k17_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_k17_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: 0.7494
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- - Qwk: 0.1311
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- - Mse: 0.7494
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- - Rmse: 0.8657
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  ## Model description
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@@ -49,261 +49,466 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0227 | 2 | 4.0863 | 0.0 | 4.0863 | 2.0215 |
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- | No log | 0.0455 | 4 | 2.0392 | -0.0713 | 2.0392 | 1.4280 |
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- | No log | 0.0682 | 6 | 1.0566 | -0.0435 | 1.0566 | 1.0279 |
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- | No log | 0.0909 | 8 | 1.2879 | 0.0119 | 1.2879 | 1.1348 |
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- | No log | 0.1136 | 10 | 0.8865 | -0.0122 | 0.8865 | 0.9416 |
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- | No log | 0.1364 | 12 | 0.6814 | 0.0506 | 0.6814 | 0.8255 |
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- | No log | 0.1591 | 14 | 0.6958 | 0.0555 | 0.6958 | 0.8342 |
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- | No log | 0.1818 | 16 | 0.7131 | 0.0334 | 0.7131 | 0.8444 |
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- | No log | 0.2045 | 18 | 0.9230 | 0.0676 | 0.9230 | 0.9607 |
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- | No log | 0.2273 | 20 | 1.5022 | 0.0948 | 1.5022 | 1.2256 |
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- | No log | 0.25 | 22 | 0.8622 | 0.0476 | 0.8622 | 0.9285 |
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- | No log | 0.2727 | 24 | 0.7854 | -0.0131 | 0.7854 | 0.8863 |
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- | No log | 0.2955 | 26 | 0.8031 | -0.1239 | 0.8031 | 0.8962 |
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- | No log | 0.3182 | 28 | 0.7929 | -0.0725 | 0.7929 | 0.8904 |
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- | No log | 0.3409 | 30 | 0.7639 | 0.0857 | 0.7639 | 0.8740 |
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- | No log | 0.3636 | 32 | 1.5901 | 0.1017 | 1.5901 | 1.2610 |
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- | No log | 0.3864 | 34 | 2.2862 | 0.0612 | 2.2862 | 1.5120 |
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- | No log | 0.4091 | 36 | 1.3343 | 0.0868 | 1.3343 | 1.1551 |
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- | No log | 0.4318 | 38 | 0.6708 | 0.0909 | 0.6708 | 0.8190 |
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- | No log | 0.4545 | 40 | 0.7894 | -0.0939 | 0.7894 | 0.8885 |
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- | No log | 0.4773 | 42 | 0.7741 | -0.1001 | 0.7741 | 0.8799 |
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- | No log | 0.5 | 44 | 0.7035 | 0.0318 | 0.7035 | 0.8387 |
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- | No log | 0.5227 | 46 | 1.2314 | 0.1026 | 1.2314 | 1.1097 |
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- | No log | 0.5455 | 48 | 1.5465 | 0.0635 | 1.5465 | 1.2436 |
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- | No log | 0.5682 | 50 | 1.1429 | 0.0772 | 1.1429 | 1.0691 |
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- | No log | 0.5909 | 52 | 0.7190 | 0.1691 | 0.7190 | 0.8479 |
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- | No log | 0.6136 | 54 | 0.7734 | 0.0944 | 0.7734 | 0.8794 |
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- | No log | 0.6364 | 56 | 0.8063 | 0.0518 | 0.8063 | 0.8979 |
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- | 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 |
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- | No log | 0.7045 | 62 | 1.3027 | 0.0778 | 1.3027 | 1.1413 |
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- | No log | 0.7273 | 64 | 1.1785 | 0.1388 | 1.1785 | 1.0856 |
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- | No log | 0.75 | 66 | 1.1533 | 0.2563 | 1.1533 | 1.0739 |
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- | No log | 0.7727 | 68 | 1.1262 | 0.2192 | 1.1262 | 1.0612 |
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- | No log | 0.7955 | 70 | 1.0928 | 0.2208 | 1.0928 | 1.0454 |
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- | No log | 0.8182 | 72 | 1.0419 | 0.1401 | 1.0419 | 1.0208 |
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- | No log | 0.8409 | 74 | 0.9828 | 0.1352 | 0.9828 | 0.9914 |
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- | No log | 0.8636 | 76 | 0.8971 | 0.2099 | 0.8971 | 0.9471 |
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- | No log | 0.8864 | 78 | 0.8659 | 0.0262 | 0.8659 | 0.9306 |
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- | No log | 0.9091 | 80 | 0.7824 | 0.1525 | 0.7824 | 0.8845 |
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- | No log | 0.9318 | 82 | 0.7287 | -0.0030 | 0.7287 | 0.8536 |
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- | No log | 0.9545 | 84 | 0.7465 | 0.1740 | 0.7465 | 0.8640 |
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- | No log | 0.9773 | 86 | 0.7995 | 0.1475 | 0.7995 | 0.8942 |
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- | No log | 1.0 | 88 | 0.9773 | -0.0085 | 0.9773 | 0.9886 |
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- | No log | 1.0227 | 90 | 0.9228 | 0.1495 | 0.9228 | 0.9607 |
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- | No log | 1.0455 | 92 | 0.8550 | 0.2030 | 0.8550 | 0.9246 |
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- | No log | 1.0682 | 94 | 0.9199 | 0.1489 | 0.9199 | 0.9591 |
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- | No log | 1.0909 | 96 | 0.9714 | 0.1149 | 0.9714 | 0.9856 |
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- | No log | 1.1136 | 98 | 0.9181 | 0.2252 | 0.9181 | 0.9582 |
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- | No log | 1.1364 | 100 | 1.0763 | 0.1507 | 1.0763 | 1.0374 |
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- | No log | 1.1591 | 102 | 0.9930 | 0.0950 | 0.9930 | 0.9965 |
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- | No log | 1.1818 | 104 | 0.8035 | 0.1617 | 0.8035 | 0.8964 |
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- | No log | 1.2045 | 106 | 0.7500 | 0.0846 | 0.7500 | 0.8660 |
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- | No log | 1.2273 | 108 | 0.7176 | -0.0027 | 0.7176 | 0.8471 |
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- | No log | 1.25 | 110 | 0.7132 | -0.0086 | 0.7132 | 0.8445 |
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- | No log | 1.2727 | 112 | 0.7436 | -0.0506 | 0.7436 | 0.8623 |
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- | No log | 1.2955 | 114 | 0.7945 | 0.0660 | 0.7945 | 0.8914 |
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- | No log | 1.3182 | 116 | 1.0621 | -0.0142 | 1.0621 | 1.0306 |
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- | No log | 1.3409 | 118 | 0.9674 | -0.0327 | 0.9674 | 0.9835 |
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- | No log | 1.3636 | 120 | 0.9884 | 0.0426 | 0.9884 | 0.9942 |
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- | No log | 1.3864 | 122 | 1.1141 | 0.0558 | 1.1141 | 1.0555 |
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- | No log | 1.4091 | 124 | 0.8830 | 0.0549 | 0.8830 | 0.9397 |
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- | No log | 1.4318 | 126 | 0.8636 | 0.0611 | 0.8636 | 0.9293 |
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- | No log | 1.4545 | 128 | 0.8335 | 0.0205 | 0.8335 | 0.9130 |
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- | No log | 1.4773 | 130 | 0.8192 | 0.1187 | 0.8192 | 0.9051 |
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- | No log | 1.5 | 132 | 0.8182 | 0.1139 | 0.8182 | 0.9045 |
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- | No log | 1.5227 | 134 | 0.8261 | 0.0679 | 0.8261 | 0.9089 |
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- | No log | 1.5455 | 136 | 0.8538 | 0.2118 | 0.8538 | 0.9240 |
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- | No log | 1.5682 | 138 | 0.9130 | 0.2039 | 0.9130 | 0.9555 |
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- | No log | 1.5909 | 140 | 0.8949 | 0.2203 | 0.8949 | 0.9460 |
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- | No log | 1.6136 | 142 | 0.9880 | 0.0752 | 0.9880 | 0.9940 |
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- | No log | 1.6364 | 144 | 0.8172 | 0.0898 | 0.8172 | 0.9040 |
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- | No log | 1.6591 | 146 | 0.8220 | 0.1004 | 0.8220 | 0.9066 |
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- | No log | 1.6818 | 148 | 0.8288 | 0.0905 | 0.8288 | 0.9104 |
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- | No log | 1.7045 | 150 | 0.9531 | 0.0741 | 0.9531 | 0.9763 |
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- | No log | 1.7273 | 152 | 0.8874 | 0.0919 | 0.8874 | 0.9420 |
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- | No log | 1.75 | 154 | 0.8743 | 0.0927 | 0.8743 | 0.9350 |
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- | No log | 1.7727 | 156 | 0.8498 | 0.0597 | 0.8498 | 0.9218 |
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- | No log | 1.7955 | 158 | 0.8957 | 0.1252 | 0.8957 | 0.9464 |
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- | No log | 1.8182 | 160 | 1.1757 | 0.1076 | 1.1757 | 1.0843 |
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- | No log | 1.8409 | 162 | 1.4126 | 0.0608 | 1.4126 | 1.1885 |
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- | No log | 1.8636 | 164 | 1.1115 | 0.0802 | 1.1115 | 1.0543 |
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- | No log | 1.8864 | 166 | 0.8273 | 0.0341 | 0.8273 | 0.9096 |
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- | No log | 1.9091 | 168 | 1.0587 | 0.0824 | 1.0587 | 1.0289 |
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- | No log | 1.9318 | 170 | 1.0510 | 0.0799 | 1.0510 | 1.0252 |
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- | No log | 1.9545 | 172 | 0.8871 | 0.0344 | 0.8871 | 0.9418 |
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- | No log | 1.9773 | 174 | 0.9392 | 0.1544 | 0.9392 | 0.9691 |
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- | No log | 2.0 | 176 | 1.0586 | 0.0957 | 1.0586 | 1.0289 |
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- | No log | 2.0227 | 178 | 0.9837 | 0.1208 | 0.9837 | 0.9918 |
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- | No log | 2.0455 | 180 | 0.9412 | 0.2596 | 0.9412 | 0.9702 |
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- | No log | 2.0682 | 182 | 0.9487 | 0.0430 | 0.9487 | 0.9740 |
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- | No log | 2.0909 | 184 | 0.8878 | 0.0688 | 0.8878 | 0.9423 |
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- | No log | 2.1136 | 186 | 1.0080 | 0.1235 | 1.0080 | 1.0040 |
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- | No log | 2.1364 | 188 | 1.2458 | 0.0994 | 1.2458 | 1.1161 |
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- | No log | 2.1591 | 190 | 1.1961 | 0.1228 | 1.1961 | 1.0937 |
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- | No log | 2.1818 | 192 | 1.0071 | 0.0639 | 1.0071 | 1.0035 |
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- | No log | 2.2045 | 194 | 1.2055 | 0.0634 | 1.2055 | 1.0980 |
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- | No log | 2.2273 | 196 | 1.0132 | 0.0529 | 1.0132 | 1.0066 |
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- | No log | 2.25 | 198 | 0.9441 | 0.1832 | 0.9441 | 0.9716 |
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- | No log | 2.2727 | 200 | 1.0728 | 0.1265 | 1.0728 | 1.0358 |
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- | No log | 2.2955 | 202 | 0.9103 | 0.0659 | 0.9103 | 0.9541 |
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- | No log | 2.3182 | 204 | 0.8434 | 0.1440 | 0.8434 | 0.9184 |
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- | No log | 2.3409 | 206 | 0.8605 | 0.1742 | 0.8605 | 0.9276 |
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- | No log | 2.3636 | 208 | 0.9108 | 0.1065 | 0.9108 | 0.9544 |
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- | No log | 2.3864 | 210 | 0.8260 | 0.0308 | 0.8260 | 0.9088 |
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- | No log | 2.4091 | 212 | 0.8853 | 0.0643 | 0.8853 | 0.9409 |
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- | No log | 2.4318 | 214 | 0.8558 | 0.0248 | 0.8558 | 0.9251 |
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- | No log | 2.4545 | 216 | 0.7633 | 0.0918 | 0.7633 | 0.8736 |
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- | No log | 2.4773 | 218 | 0.7298 | 0.0863 | 0.7298 | 0.8543 |
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- | No log | 2.5 | 220 | 0.7330 | 0.1311 | 0.7330 | 0.8561 |
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- | No log | 2.5227 | 222 | 0.8036 | 0.1742 | 0.8036 | 0.8964 |
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- | No log | 2.5455 | 224 | 0.7417 | 0.1311 | 0.7417 | 0.8612 |
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- | No log | 2.5682 | 226 | 0.8323 | 0.0682 | 0.8323 | 0.9123 |
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- | No log | 2.5909 | 228 | 0.8846 | 0.1479 | 0.8846 | 0.9405 |
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- | No log | 2.6136 | 230 | 0.7711 | 0.0058 | 0.7711 | 0.8781 |
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- | No log | 2.6364 | 232 | 0.7320 | 0.1311 | 0.7320 | 0.8556 |
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- | No log | 2.6591 | 234 | 0.7304 | 0.1311 | 0.7304 | 0.8547 |
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- | No log | 2.6818 | 236 | 0.7349 | 0.0869 | 0.7349 | 0.8572 |
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- | No log | 2.7045 | 238 | 0.8040 | -0.0217 | 0.8040 | 0.8967 |
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- | No log | 2.7273 | 240 | 0.8242 | 0.1294 | 0.8242 | 0.9078 |
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- | No log | 2.75 | 242 | 0.8298 | 0.2031 | 0.8298 | 0.9110 |
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- | No log | 2.7727 | 244 | 0.7507 | 0.0834 | 0.7507 | 0.8664 |
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- | No log | 2.7955 | 246 | 0.7506 | 0.0749 | 0.7506 | 0.8664 |
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- | No log | 2.8182 | 248 | 0.8102 | 0.0393 | 0.8102 | 0.9001 |
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- | No log | 2.8409 | 250 | 0.8495 | 0.1996 | 0.8495 | 0.9217 |
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- | No log | 2.8636 | 252 | 0.7914 | 0.0376 | 0.7914 | 0.8896 |
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- | No log | 2.8864 | 254 | 0.8114 | 0.0341 | 0.8114 | 0.9008 |
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- | No log | 2.9091 | 256 | 0.8977 | 0.1635 | 0.8977 | 0.9475 |
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- | No log | 2.9318 | 258 | 1.1136 | 0.1290 | 1.1136 | 1.0553 |
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- | No log | 2.9545 | 260 | 1.0095 | 0.0985 | 1.0095 | 1.0047 |
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- | No log | 2.9773 | 262 | 0.8465 | 0.0376 | 0.8465 | 0.9201 |
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- | No log | 3.0 | 264 | 0.8652 | 0.2311 | 0.8652 | 0.9302 |
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- | No log | 3.0227 | 266 | 0.8048 | 0.1146 | 0.8048 | 0.8971 |
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- | No log | 3.0455 | 268 | 0.7848 | -0.0056 | 0.7848 | 0.8859 |
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- | No log | 3.0682 | 270 | 0.8026 | 0.0 | 0.8026 | 0.8959 |
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- | No log | 3.0909 | 272 | 0.7701 | 0.1304 | 0.7701 | 0.8775 |
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- | No log | 3.1136 | 274 | 0.8720 | 0.1609 | 0.8720 | 0.9338 |
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- | No log | 3.1364 | 276 | 1.0214 | 0.1461 | 1.0214 | 1.0106 |
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- | No log | 3.1591 | 278 | 0.8982 | 0.1571 | 0.8982 | 0.9478 |
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- | 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 |
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- | 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 |
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- | No log | 3.2955 | 290 | 0.7886 | 0.1659 | 0.7886 | 0.8880 |
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- | No log | 3.3182 | 292 | 0.8583 | 0.1727 | 0.8583 | 0.9264 |
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- | No log | 3.3409 | 294 | 0.8792 | 0.1609 | 0.8792 | 0.9376 |
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- | 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 |
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- | 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
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_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_k18_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: 0.8001
19
+ - Qwk: -0.0370
20
+ - Mse: 0.8001
21
+ - Rmse: 0.8945
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0215 | 2 | 3.6638 | -0.0154 | 3.6638 | 1.9141 |
53
+ | No log | 0.0430 | 4 | 1.9869 | 0.0591 | 1.9869 | 1.4096 |
54
+ | No log | 0.0645 | 6 | 1.3073 | 0.0016 | 1.3073 | 1.1434 |
55
+ | No log | 0.0860 | 8 | 0.9536 | -0.0902 | 0.9536 | 0.9765 |
56
+ | No log | 0.1075 | 10 | 0.8279 | -0.0801 | 0.8279 | 0.9099 |
57
+ | No log | 0.1290 | 12 | 1.0771 | 0.0543 | 1.0771 | 1.0378 |
58
+ | No log | 0.1505 | 14 | 0.7745 | 0.1449 | 0.7745 | 0.8800 |
59
+ | No log | 0.1720 | 16 | 0.7697 | 0.0260 | 0.7697 | 0.8773 |
60
+ | No log | 0.1935 | 18 | 0.8435 | -0.0331 | 0.8435 | 0.9184 |
61
+ | No log | 0.2151 | 20 | 0.8386 | -0.0766 | 0.8386 | 0.9158 |
62
+ | No log | 0.2366 | 22 | 0.9613 | -0.1281 | 0.9613 | 0.9805 |
63
+ | No log | 0.2581 | 24 | 1.0011 | -0.0982 | 1.0011 | 1.0005 |
64
+ | No log | 0.2796 | 26 | 0.8866 | -0.0079 | 0.8866 | 0.9416 |
65
+ | No log | 0.3011 | 28 | 0.7876 | 0.0260 | 0.7876 | 0.8875 |
66
+ | No log | 0.3226 | 30 | 0.7294 | 0.0334 | 0.7294 | 0.8541 |
67
+ | No log | 0.3441 | 32 | 0.7770 | 0.0225 | 0.7770 | 0.8815 |
68
+ | No log | 0.3656 | 34 | 0.9345 | -0.0122 | 0.9345 | 0.9667 |
69
+ | No log | 0.3871 | 36 | 0.8633 | -0.0408 | 0.8633 | 0.9291 |
70
+ | No log | 0.4086 | 38 | 0.7229 | 0.0909 | 0.7229 | 0.8503 |
71
+ | No log | 0.4301 | 40 | 0.7224 | 0.0460 | 0.7224 | 0.8500 |
72
+ | No log | 0.4516 | 42 | 0.8375 | 0.1097 | 0.8375 | 0.9151 |
73
+ | No log | 0.4731 | 44 | 0.9874 | -0.0490 | 0.9874 | 0.9937 |
74
+ | No log | 0.4946 | 46 | 0.7996 | 0.0225 | 0.7996 | 0.8942 |
75
+ | No log | 0.5161 | 48 | 0.7090 | 0.0460 | 0.7090 | 0.8420 |
76
+ | No log | 0.5376 | 50 | 0.6885 | 0.0416 | 0.6885 | 0.8297 |
77
+ | No log | 0.5591 | 52 | 0.8610 | 0.0260 | 0.8610 | 0.9279 |
78
+ | No log | 0.5806 | 54 | 0.7783 | 0.0071 | 0.7783 | 0.8822 |
79
+ | No log | 0.6022 | 56 | 0.7134 | 0.0334 | 0.7134 | 0.8446 |
80
+ | No log | 0.6237 | 58 | 0.7831 | 0.0110 | 0.7831 | 0.8849 |
81
+ | No log | 0.6452 | 60 | 0.8571 | 0.1078 | 0.8571 | 0.9258 |
82
+ | No log | 0.6667 | 62 | 0.8275 | 0.1724 | 0.8275 | 0.9097 |
83
+ | No log | 0.6882 | 64 | 0.8308 | 0.0497 | 0.8308 | 0.9115 |
84
+ | No log | 0.7097 | 66 | 0.8142 | 0.1518 | 0.8142 | 0.9023 |
85
+ | No log | 0.7312 | 68 | 0.9099 | 0.1002 | 0.9099 | 0.9539 |
86
+ | No log | 0.7527 | 70 | 0.8857 | 0.1660 | 0.8857 | 0.9411 |
87
+ | No log | 0.7742 | 72 | 1.0034 | 0.0903 | 1.0034 | 1.0017 |
88
+ | No log | 0.7957 | 74 | 1.3594 | 0.0510 | 1.3594 | 1.1659 |
89
+ | No log | 0.8172 | 76 | 1.0742 | 0.0912 | 1.0742 | 1.0364 |
90
+ | No log | 0.8387 | 78 | 0.9643 | 0.0973 | 0.9643 | 0.9820 |
91
+ | No log | 0.8602 | 80 | 0.9589 | 0.2160 | 0.9589 | 0.9792 |
92
+ | No log | 0.8817 | 82 | 1.0881 | 0.0101 | 1.0881 | 1.0431 |
93
+ | No log | 0.9032 | 84 | 1.3817 | 0.0836 | 1.3817 | 1.1755 |
94
+ | No log | 0.9247 | 86 | 1.0903 | 0.0190 | 1.0903 | 1.0442 |
95
+ | No log | 0.9462 | 88 | 0.8216 | 0.1393 | 0.8216 | 0.9064 |
96
+ | No log | 0.9677 | 90 | 0.8313 | 0.1007 | 0.8313 | 0.9117 |
97
+ | No log | 0.9892 | 92 | 0.8450 | 0.0802 | 0.8450 | 0.9192 |
98
+ | No log | 1.0108 | 94 | 0.9027 | 0.0 | 0.9027 | 0.9501 |
99
+ | No log | 1.0323 | 96 | 0.9253 | -0.0394 | 0.9253 | 0.9619 |
100
+ | No log | 1.0538 | 98 | 0.8803 | -0.0425 | 0.8803 | 0.9382 |
101
+ | No log | 1.0753 | 100 | 0.7678 | -0.0056 | 0.7678 | 0.8762 |
102
+ | No log | 1.0968 | 102 | 0.8782 | 0.0676 | 0.8782 | 0.9371 |
103
+ | No log | 1.1183 | 104 | 0.8962 | 0.0363 | 0.8962 | 0.9467 |
104
+ | No log | 1.1398 | 106 | 1.1493 | 0.0692 | 1.1493 | 1.0720 |
105
+ | No log | 1.1613 | 108 | 1.4613 | 0.0780 | 1.4613 | 1.2089 |
106
+ | No log | 1.1828 | 110 | 1.2589 | 0.0412 | 1.2589 | 1.1220 |
107
+ | No log | 1.2043 | 112 | 1.1150 | 0.1026 | 1.1150 | 1.0560 |
108
+ | No log | 1.2258 | 114 | 1.2457 | 0.0421 | 1.2457 | 1.1161 |
109
+ | No log | 1.2473 | 116 | 1.0608 | -0.0091 | 1.0608 | 1.0299 |
110
+ | No log | 1.2688 | 118 | 0.8332 | -0.0238 | 0.8332 | 0.9128 |
111
+ | No log | 1.2903 | 120 | 0.7797 | 0.1906 | 0.7797 | 0.8830 |
112
+ | No log | 1.3118 | 122 | 0.8796 | -0.0790 | 0.8796 | 0.9379 |
113
+ | No log | 1.3333 | 124 | 1.0738 | 0.0487 | 1.0738 | 1.0362 |
114
+ | No log | 1.3548 | 126 | 0.9591 | -0.0307 | 0.9591 | 0.9793 |
115
+ | No log | 1.3763 | 128 | 0.9326 | 0.1102 | 0.9326 | 0.9657 |
116
+ | No log | 1.3978 | 130 | 0.9173 | 0.0110 | 0.9173 | 0.9577 |
117
+ | No log | 1.4194 | 132 | 1.2556 | 0.0535 | 1.2556 | 1.1205 |
118
+ | No log | 1.4409 | 134 | 1.3495 | 0.0311 | 1.3495 | 1.1617 |
119
+ | No log | 1.4624 | 136 | 0.9463 | -0.0424 | 0.9463 | 0.9728 |
120
+ | No log | 1.4839 | 138 | 0.8812 | 0.0091 | 0.8812 | 0.9387 |
121
+ | No log | 1.5054 | 140 | 0.8701 | -0.1066 | 0.8701 | 0.9328 |
122
+ | No log | 1.5269 | 142 | 0.9907 | 0.1005 | 0.9907 | 0.9954 |
123
+ | No log | 1.5484 | 144 | 1.1376 | 0.0199 | 1.1376 | 1.0666 |
124
+ | No log | 1.5699 | 146 | 0.9130 | 0.0995 | 0.9130 | 0.9555 |
125
+ | No log | 1.5914 | 148 | 0.9876 | 0.0293 | 0.9876 | 0.9938 |
126
+ | No log | 1.6129 | 150 | 1.0143 | -0.0068 | 1.0143 | 1.0071 |
127
+ | No log | 1.6344 | 152 | 0.9617 | 0.2066 | 0.9617 | 0.9807 |
128
+ | No log | 1.6559 | 154 | 1.4308 | 0.0814 | 1.4308 | 1.1961 |
129
+ | No log | 1.6774 | 156 | 1.4519 | 0.0543 | 1.4519 | 1.2050 |
130
+ | No log | 1.6989 | 158 | 1.0495 | 0.0223 | 1.0495 | 1.0244 |
131
+ | No log | 1.7204 | 160 | 1.0439 | 0.1018 | 1.0439 | 1.0217 |
132
+ | No log | 1.7419 | 162 | 1.1131 | 0.0379 | 1.1131 | 1.0550 |
133
+ | No log | 1.7634 | 164 | 1.2923 | 0.0253 | 1.2923 | 1.1368 |
134
+ | No log | 1.7849 | 166 | 1.0427 | -0.0191 | 1.0427 | 1.0211 |
135
+ | No log | 1.8065 | 168 | 0.9524 | -0.0706 | 0.9524 | 0.9759 |
136
+ | No log | 1.8280 | 170 | 0.9708 | -0.0728 | 0.9708 | 0.9853 |
137
+ | No log | 1.8495 | 172 | 0.9884 | 0.0329 | 0.9884 | 0.9942 |
138
+ | No log | 1.8710 | 174 | 1.3059 | -0.0022 | 1.3059 | 1.1428 |
139
+ | No log | 1.8925 | 176 | 1.1303 | -0.0191 | 1.1303 | 1.0632 |
140
+ | No log | 1.9140 | 178 | 0.8964 | 0.1009 | 0.8964 | 0.9468 |
141
+ | No log | 1.9355 | 180 | 0.8668 | 0.1094 | 0.8668 | 0.9310 |
142
+ | No log | 1.9570 | 182 | 0.9149 | 0.0311 | 0.9149 | 0.9565 |
143
+ | No log | 1.9785 | 184 | 1.3118 | 0.0350 | 1.3118 | 1.1453 |
144
+ | No log | 2.0 | 186 | 1.2060 | 0.0059 | 1.2060 | 1.0982 |
145
+ | No log | 2.0215 | 188 | 0.8412 | 0.1034 | 0.8412 | 0.9172 |
146
+ | No log | 2.0430 | 190 | 0.9062 | 0.0377 | 0.9062 | 0.9520 |
147
+ | No log | 2.0645 | 192 | 0.9904 | -0.0138 | 0.9904 | 0.9952 |
148
+ | No log | 2.0860 | 194 | 0.8090 | 0.0709 | 0.8090 | 0.8994 |
149
+ | No log | 2.1075 | 196 | 0.8780 | 0.0307 | 0.8780 | 0.9370 |
150
+ | No log | 2.1290 | 198 | 0.9746 | 0.0378 | 0.9746 | 0.9872 |
151
+ | No log | 2.1505 | 200 | 0.8780 | 0.0476 | 0.8780 | 0.9370 |
152
+ | No log | 2.1720 | 202 | 0.8630 | 0.1620 | 0.8630 | 0.9290 |
153
+ | No log | 2.1935 | 204 | 0.8515 | 0.1635 | 0.8515 | 0.9227 |
154
+ | No log | 2.2151 | 206 | 0.8896 | 0.0600 | 0.8896 | 0.9432 |
155
+ | No log | 2.2366 | 208 | 0.8895 | 0.0957 | 0.8895 | 0.9431 |
156
+ | No log | 2.2581 | 210 | 0.8239 | 0.1942 | 0.8239 | 0.9077 |
157
+ | No log | 2.2796 | 212 | 0.8271 | 0.0679 | 0.8271 | 0.9094 |
158
+ | No log | 2.3011 | 214 | 0.8114 | 0.0804 | 0.8114 | 0.9008 |
159
+ | No log | 2.3226 | 216 | 0.8338 | 0.0344 | 0.8338 | 0.9131 |
160
+ | No log | 2.3441 | 218 | 0.8739 | 0.0870 | 0.8739 | 0.9348 |
161
+ | No log | 2.3656 | 220 | 0.8719 | 0.0913 | 0.8719 | 0.9338 |
162
+ | No log | 2.3871 | 222 | 0.8209 | 0.0879 | 0.8209 | 0.9060 |
163
+ | No log | 2.4086 | 224 | 0.8330 | -0.0334 | 0.8330 | 0.9127 |
164
+ | No log | 2.4301 | 226 | 0.9084 | -0.0717 | 0.9084 | 0.9531 |
165
+ | No log | 2.4516 | 228 | 1.0607 | 0.0549 | 1.0607 | 1.0299 |
166
+ | No log | 2.4731 | 230 | 0.8778 | -0.1302 | 0.8778 | 0.9369 |
167
+ | No log | 2.4946 | 232 | 0.7932 | 0.0857 | 0.7932 | 0.8906 |
168
+ | No log | 2.5161 | 234 | 0.7805 | 0.0857 | 0.7805 | 0.8835 |
169
+ | No log | 2.5376 | 236 | 0.7852 | 0.0454 | 0.7852 | 0.8861 |
170
+ | No log | 2.5591 | 238 | 0.7787 | 0.0454 | 0.7787 | 0.8825 |
171
+ | No log | 2.5806 | 240 | 0.7910 | -0.0118 | 0.7910 | 0.8894 |
172
+ | No log | 2.6022 | 242 | 0.8564 | -0.0133 | 0.8564 | 0.9254 |
173
+ | No log | 2.6237 | 244 | 0.8478 | -0.0133 | 0.8478 | 0.9208 |
174
+ | No log | 2.6452 | 246 | 0.8555 | 0.0097 | 0.8555 | 0.9249 |
175
+ | No log | 2.6667 | 248 | 0.9421 | -0.0076 | 0.9421 | 0.9706 |
176
+ | No log | 2.6882 | 250 | 1.1010 | 0.0403 | 1.1010 | 1.0493 |
177
+ | No log | 2.7097 | 252 | 1.0647 | 0.0651 | 1.0647 | 1.0318 |
178
+ | No log | 2.7312 | 254 | 0.9592 | -0.0173 | 0.9592 | 0.9794 |
179
+ | No log | 2.7527 | 256 | 0.8459 | -0.0230 | 0.8459 | 0.9197 |
180
+ | No log | 2.7742 | 258 | 0.9460 | 0.0676 | 0.9460 | 0.9726 |
181
+ | No log | 2.7957 | 260 | 0.8074 | -0.0295 | 0.8074 | 0.8986 |
182
+ | No log | 2.8172 | 262 | 0.8109 | 0.1395 | 0.8109 | 0.9005 |
183
+ | No log | 2.8387 | 264 | 0.9320 | 0.1318 | 0.9320 | 0.9654 |
184
+ | No log | 2.8602 | 266 | 0.9197 | 0.0652 | 0.9197 | 0.9590 |
185
+ | No log | 2.8817 | 268 | 0.9264 | -0.0023 | 0.9264 | 0.9625 |
186
+ | No log | 2.9032 | 270 | 0.9687 | -0.0033 | 0.9687 | 0.9842 |
187
+ | No log | 2.9247 | 272 | 0.9597 | -0.1162 | 0.9597 | 0.9797 |
188
+ | No log | 2.9462 | 274 | 0.9650 | 0.0713 | 0.9650 | 0.9824 |
189
+ | No log | 2.9677 | 276 | 0.9364 | 0.0643 | 0.9364 | 0.9677 |
190
+ | No log | 2.9892 | 278 | 0.9378 | -0.1077 | 0.9378 | 0.9684 |
191
+ | No log | 3.0108 | 280 | 1.0536 | -0.0870 | 1.0536 | 1.0265 |
192
+ | No log | 3.0323 | 282 | 1.0725 | -0.0436 | 1.0725 | 1.0356 |
193
+ | No log | 3.0538 | 284 | 0.9178 | -0.0753 | 0.9178 | 0.9580 |
194
+ | No log | 3.0753 | 286 | 0.8748 | 0.0611 | 0.8748 | 0.9353 |
195
+ | No log | 3.0968 | 288 | 0.8769 | 0.0611 | 0.8769 | 0.9364 |
196
+ | No log | 3.1183 | 290 | 0.8867 | -0.0014 | 0.8867 | 0.9417 |
197
+ | No log | 3.1398 | 292 | 0.9098 | -0.0228 | 0.9098 | 0.9538 |
198
+ | No log | 3.1613 | 294 | 0.8317 | -0.0821 | 0.8317 | 0.9120 |
199
+ | No log | 3.1828 | 296 | 0.9235 | 0.0484 | 0.9235 | 0.9610 |
200
+ | No log | 3.2043 | 298 | 0.9030 | 0.0484 | 0.9030 | 0.9503 |
201
+ | No log | 3.2258 | 300 | 0.9916 | 0.0315 | 0.9916 | 0.9958 |
202
+ | No log | 3.2473 | 302 | 1.1311 | 0.0193 | 1.1311 | 1.0635 |
203
+ | No log | 3.2688 | 304 | 0.9371 | 0.0618 | 0.9371 | 0.9680 |
204
+ | No log | 3.2903 | 306 | 0.9303 | 0.0484 | 0.9303 | 0.9645 |
205
+ | No log | 3.3118 | 308 | 0.9047 | 0.0541 | 0.9047 | 0.9512 |
206
+ | No log | 3.3333 | 310 | 1.0041 | 0.0659 | 1.0041 | 1.0020 |
207
+ | No log | 3.3548 | 312 | 1.0159 | 0.0114 | 1.0159 | 1.0079 |
208
+ | No log | 3.3763 | 314 | 0.8839 | 0.0886 | 0.8839 | 0.9402 |
209
+ | No log | 3.3978 | 316 | 0.8720 | 0.0562 | 0.8720 | 0.9338 |
210
+ | No log | 3.4194 | 318 | 0.9977 | 0.0348 | 0.9977 | 0.9988 |
211
+ | No log | 3.4409 | 320 | 0.9007 | 0.0842 | 0.9007 | 0.9490 |
212
+ | No log | 3.4624 | 322 | 0.8212 | 0.1189 | 0.8212 | 0.9062 |
213
+ | No log | 3.4839 | 324 | 0.9203 | 0.0643 | 0.9203 | 0.9593 |
214
+ | No log | 3.5054 | 326 | 0.9897 | -0.0113 | 0.9897 | 0.9949 |
215
+ | No log | 3.5269 | 328 | 0.8433 | 0.0211 | 0.8433 | 0.9183 |
216
+ | No log | 3.5484 | 330 | 0.8294 | 0.1003 | 0.8294 | 0.9107 |
217
+ | No log | 3.5699 | 332 | 0.8554 | 0.1003 | 0.8554 | 0.9249 |
218
+ | No log | 3.5914 | 334 | 0.8662 | -0.0608 | 0.8662 | 0.9307 |
219
+ | No log | 3.6129 | 336 | 0.8918 | -0.0035 | 0.8918 | 0.9444 |
220
+ | No log | 3.6344 | 338 | 0.7992 | 0.1395 | 0.7992 | 0.8940 |
221
+ | No log | 3.6559 | 340 | 0.7971 | 0.0879 | 0.7971 | 0.8928 |
222
+ | No log | 3.6774 | 342 | 0.8108 | 0.1298 | 0.8108 | 0.9004 |
223
+ | No log | 3.6989 | 344 | 0.8381 | 0.1287 | 0.8381 | 0.9155 |
224
+ | No log | 3.7204 | 346 | 0.8510 | 0.1287 | 0.8510 | 0.9225 |
225
+ | No log | 3.7419 | 348 | 0.9528 | 0.0402 | 0.9528 | 0.9761 |
226
+ | No log | 3.7634 | 350 | 1.1646 | 0.1106 | 1.1646 | 1.0792 |
227
+ | No log | 3.7849 | 352 | 1.0187 | 0.0820 | 1.0187 | 1.0093 |
228
+ | No log | 3.8065 | 354 | 0.7745 | -0.0469 | 0.7745 | 0.8801 |
229
+ | No log | 3.8280 | 356 | 0.7538 | 0.0454 | 0.7538 | 0.8682 |
230
+ | No log | 3.8495 | 358 | 0.7708 | 0.1304 | 0.7708 | 0.8779 |
231
+ | No log | 3.8710 | 360 | 0.8551 | 0.1286 | 0.8551 | 0.9247 |
232
+ | No log | 3.8925 | 362 | 0.8726 | 0.1387 | 0.8726 | 0.9341 |
233
+ | No log | 3.9140 | 364 | 0.8907 | 0.1003 | 0.8907 | 0.9438 |
234
+ | No log | 3.9355 | 366 | 0.9124 | -0.0051 | 0.9124 | 0.9552 |
235
+ | No log | 3.9570 | 368 | 1.0800 | -0.0170 | 1.0800 | 1.0392 |
236
+ | No log | 3.9785 | 370 | 1.0250 | -0.0245 | 1.0250 | 1.0124 |
237
+ | No log | 4.0 | 372 | 0.9581 | -0.0232 | 0.9581 | 0.9788 |
238
+ | No log | 4.0215 | 374 | 0.9664 | 0.0847 | 0.9664 | 0.9830 |
239
+ | No log | 4.0430 | 376 | 0.8754 | 0.0308 | 0.8754 | 0.9356 |
240
+ | No log | 4.0645 | 378 | 0.9116 | -0.0727 | 0.9116 | 0.9548 |
241
+ | No log | 4.0860 | 380 | 0.9464 | -0.0993 | 0.9464 | 0.9729 |
242
+ | No log | 4.1075 | 382 | 0.9211 | -0.0585 | 0.9211 | 0.9598 |
243
+ | No log | 4.1290 | 384 | 0.9072 | -0.1062 | 0.9072 | 0.9525 |
244
+ | No log | 4.1505 | 386 | 0.9104 | -0.0347 | 0.9104 | 0.9541 |
245
+ | No log | 4.1720 | 388 | 0.9766 | 0.0315 | 0.9766 | 0.9882 |
246
+ | No log | 4.1935 | 390 | 0.9647 | 0.0044 | 0.9647 | 0.9822 |
247
+ | No log | 4.2151 | 392 | 0.9361 | 0.0078 | 0.9361 | 0.9675 |
248
+ | No log | 4.2366 | 394 | 0.8996 | 0.0597 | 0.8996 | 0.9485 |
249
+ | No log | 4.2581 | 396 | 0.8387 | 0.0660 | 0.8387 | 0.9158 |
250
+ | No log | 4.2796 | 398 | 0.8001 | 0.1244 | 0.8001 | 0.8945 |
251
+ | No log | 4.3011 | 400 | 0.8024 | 0.0741 | 0.8024 | 0.8958 |
252
+ | No log | 4.3226 | 402 | 0.8195 | 0.0660 | 0.8195 | 0.9053 |
253
+ | No log | 4.3441 | 404 | 0.8416 | 0.0586 | 0.8416 | 0.9174 |
254
+ | No log | 4.3656 | 406 | 0.8349 | 0.1240 | 0.8349 | 0.9137 |
255
+ | No log | 4.3871 | 408 | 0.8448 | 0.0408 | 0.8448 | 0.9191 |
256
+ | No log | 4.4086 | 410 | 0.8600 | -0.1462 | 0.8600 | 0.9274 |
257
+ | No log | 4.4301 | 412 | 0.8650 | -0.1408 | 0.8650 | 0.9300 |
258
+ | No log | 4.4516 | 414 | 0.8642 | -0.1408 | 0.8642 | 0.9296 |
259
+ | No log | 4.4731 | 416 | 0.8514 | 0.0359 | 0.8514 | 0.9227 |
260
+ | No log | 4.4946 | 418 | 0.9008 | -0.0934 | 0.9008 | 0.9491 |
261
+ | No log | 4.5161 | 420 | 0.9796 | 0.0415 | 0.9796 | 0.9897 |
262
+ | No log | 4.5376 | 422 | 0.9078 | -0.0934 | 0.9078 | 0.9528 |
263
+ | No log | 4.5591 | 424 | 0.8896 | -0.1173 | 0.8896 | 0.9432 |
264
+ | No log | 4.5806 | 426 | 0.8907 | -0.0826 | 0.8907 | 0.9438 |
265
+ | No log | 4.6022 | 428 | 0.8609 | 0.0140 | 0.8609 | 0.9278 |
266
+ | No log | 4.6237 | 430 | 0.9019 | 0.0456 | 0.9019 | 0.9497 |
267
+ | No log | 4.6452 | 432 | 0.8169 | 0.1003 | 0.8169 | 0.9038 |
268
+ | No log | 4.6667 | 434 | 0.8694 | -0.0829 | 0.8694 | 0.9324 |
269
+ | No log | 4.6882 | 436 | 0.9468 | -0.0516 | 0.9468 | 0.9731 |
270
+ | No log | 4.7097 | 438 | 0.8770 | -0.0764 | 0.8770 | 0.9365 |
271
+ | No log | 4.7312 | 440 | 0.8181 | 0.0732 | 0.8181 | 0.9045 |
272
+ | No log | 4.7527 | 442 | 0.7855 | 0.0768 | 0.7855 | 0.8863 |
273
+ | No log | 4.7742 | 444 | 0.7686 | -0.0065 | 0.7686 | 0.8767 |
274
+ | No log | 4.7957 | 446 | 0.7561 | -0.0033 | 0.7561 | 0.8695 |
275
+ | No log | 4.8172 | 448 | 0.7776 | -0.0096 | 0.7776 | 0.8818 |
276
+ | No log | 4.8387 | 450 | 0.8417 | 0.1146 | 0.8417 | 0.9175 |
277
+ | No log | 4.8602 | 452 | 0.9308 | 0.0562 | 0.9308 | 0.9648 |
278
+ | No log | 4.8817 | 454 | 0.9803 | -0.1336 | 0.9803 | 0.9901 |
279
+ | No log | 4.9032 | 456 | 0.9755 | -0.1283 | 0.9755 | 0.9877 |
280
+ | No log | 4.9247 | 458 | 0.9560 | -0.0672 | 0.9560 | 0.9777 |
281
+ | No log | 4.9462 | 460 | 0.9891 | -0.1027 | 0.9891 | 0.9945 |
282
+ | No log | 4.9677 | 462 | 0.9614 | -0.1022 | 0.9614 | 0.9805 |
283
+ | No log | 4.9892 | 464 | 0.8738 | -0.1159 | 0.8738 | 0.9348 |
284
+ | No log | 5.0108 | 466 | 0.8829 | -0.0408 | 0.8829 | 0.9396 |
285
+ | No log | 5.0323 | 468 | 0.8957 | -0.0970 | 0.8957 | 0.9464 |
286
+ | No log | 5.0538 | 470 | 0.8984 | -0.1798 | 0.8984 | 0.9479 |
287
+ | No log | 5.0753 | 472 | 0.9330 | -0.1106 | 0.9330 | 0.9659 |
288
+ | No log | 5.0968 | 474 | 0.9417 | -0.0036 | 0.9417 | 0.9704 |
289
+ | No log | 5.1183 | 476 | 0.8229 | -0.1211 | 0.8229 | 0.9071 |
290
+ | No log | 5.1398 | 478 | 0.7863 | 0.0680 | 0.7863 | 0.8868 |
291
+ | No log | 5.1613 | 480 | 0.8280 | 0.0183 | 0.8280 | 0.9100 |
292
+ | No log | 5.1828 | 482 | 0.8343 | -0.0195 | 0.8343 | 0.9134 |
293
+ | No log | 5.2043 | 484 | 0.9196 | -0.0394 | 0.9196 | 0.9589 |
294
+ | No log | 5.2258 | 486 | 0.8887 | -0.0488 | 0.8887 | 0.9427 |
295
+ | No log | 5.2473 | 488 | 0.7950 | 0.0058 | 0.7950 | 0.8916 |
296
+ | No log | 5.2688 | 490 | 0.7521 | 0.0914 | 0.7521 | 0.8672 |
297
+ | No log | 5.2903 | 492 | 0.8082 | 0.1047 | 0.8082 | 0.8990 |
298
+ | No log | 5.3118 | 494 | 0.8003 | 0.1565 | 0.8003 | 0.8946 |
299
+ | No log | 5.3333 | 496 | 0.7854 | 0.0357 | 0.7854 | 0.8862 |
300
+ | No log | 5.3548 | 498 | 0.8753 | -0.1659 | 0.8753 | 0.9355 |
301
+ | 0.3122 | 5.3763 | 500 | 0.8898 | -0.0357 | 0.8898 | 0.9433 |
302
+ | 0.3122 | 5.3978 | 502 | 0.8946 | 0.0660 | 0.8946 | 0.9458 |
303
+ | 0.3122 | 5.4194 | 504 | 0.9137 | 0.0586 | 0.9137 | 0.9559 |
304
+ | 0.3122 | 5.4409 | 506 | 0.8866 | 0.0660 | 0.8866 | 0.9416 |
305
+ | 0.3122 | 5.4624 | 508 | 0.8535 | -0.0026 | 0.8535 | 0.9238 |
306
+ | 0.3122 | 5.4839 | 510 | 0.8671 | -0.2025 | 0.8671 | 0.9312 |
307
+ | 0.3122 | 5.5054 | 512 | 0.8310 | -0.0408 | 0.8310 | 0.9116 |
308
+ | 0.3122 | 5.5269 | 514 | 0.8363 | 0.0 | 0.8363 | 0.9145 |
309
+ | 0.3122 | 5.5484 | 516 | 0.8597 | -0.0054 | 0.8597 | 0.9272 |
310
+ | 0.3122 | 5.5699 | 518 | 0.8906 | -0.0103 | 0.8906 | 0.9437 |
311
+ | 0.3122 | 5.5914 | 520 | 0.8723 | -0.0462 | 0.8723 | 0.9340 |
312
+ | 0.3122 | 5.6129 | 522 | 0.8235 | 0.0428 | 0.8235 | 0.9075 |
313
+ | 0.3122 | 5.6344 | 524 | 0.7793 | -0.0059 | 0.7793 | 0.8828 |
314
+ | 0.3122 | 5.6559 | 526 | 0.7652 | 0.0357 | 0.7652 | 0.8748 |
315
+ | 0.3122 | 5.6774 | 528 | 0.8449 | 0.0909 | 0.8449 | 0.9192 |
316
+ | 0.3122 | 5.6989 | 530 | 0.8800 | 0.0041 | 0.8800 | 0.9381 |
317
+ | 0.3122 | 5.7204 | 532 | 0.8282 | 0.0551 | 0.8282 | 0.9100 |
318
+ | 0.3122 | 5.7419 | 534 | 0.8234 | -0.0426 | 0.8234 | 0.9074 |
319
+ | 0.3122 | 5.7634 | 536 | 0.9607 | 0.0107 | 0.9607 | 0.9801 |
320
+ | 0.3122 | 5.7849 | 538 | 0.9234 | -0.0661 | 0.9234 | 0.9610 |
321
+ | 0.3122 | 5.8065 | 540 | 0.7898 | -0.0446 | 0.7898 | 0.8887 |
322
+ | 0.3122 | 5.8280 | 542 | 0.7816 | 0.1565 | 0.7816 | 0.8841 |
323
+ | 0.3122 | 5.8495 | 544 | 0.7838 | 0.1565 | 0.7838 | 0.8853 |
324
+ | 0.3122 | 5.8710 | 546 | 0.7256 | 0.1318 | 0.7256 | 0.8518 |
325
+ | 0.3122 | 5.8925 | 548 | 0.7503 | -0.1010 | 0.7503 | 0.8662 |
326
+ | 0.3122 | 5.9140 | 550 | 0.7806 | -0.1010 | 0.7806 | 0.8835 |
327
+ | 0.3122 | 5.9355 | 552 | 0.7553 | -0.1010 | 0.7553 | 0.8691 |
328
+ | 0.3122 | 5.9570 | 554 | 0.7451 | 0.0680 | 0.7451 | 0.8632 |
329
+ | 0.3122 | 5.9785 | 556 | 0.8279 | 0.1243 | 0.8279 | 0.9099 |
330
+ | 0.3122 | 6.0 | 558 | 0.8312 | 0.0456 | 0.8312 | 0.9117 |
331
+ | 0.3122 | 6.0215 | 560 | 0.8127 | 0.0323 | 0.8127 | 0.9015 |
332
+ | 0.3122 | 6.0430 | 562 | 0.9262 | 0.0694 | 0.9262 | 0.9624 |
333
+ | 0.3122 | 6.0645 | 564 | 0.9188 | 0.0101 | 0.9188 | 0.9585 |
334
+ | 0.3122 | 6.0860 | 566 | 0.8055 | 0.0 | 0.8055 | 0.8975 |
335
+ | 0.3122 | 6.1075 | 568 | 0.7894 | 0.1096 | 0.7894 | 0.8885 |
336
+ | 0.3122 | 6.1290 | 570 | 0.7869 | 0.1565 | 0.7869 | 0.8871 |
337
+ | 0.3122 | 6.1505 | 572 | 0.7578 | 0.0375 | 0.7578 | 0.8705 |
338
+ | 0.3122 | 6.1720 | 574 | 0.7820 | -0.0967 | 0.7820 | 0.8843 |
339
+ | 0.3122 | 6.1935 | 576 | 0.8154 | -0.0810 | 0.8154 | 0.9030 |
340
+ | 0.3122 | 6.2151 | 578 | 0.8164 | -0.0370 | 0.8164 | 0.9036 |
341
+ | 0.3122 | 6.2366 | 580 | 0.7988 | -0.0059 | 0.7988 | 0.8938 |
342
+ | 0.3122 | 6.2581 | 582 | 0.8054 | -0.0086 | 0.8054 | 0.8974 |
343
+ | 0.3122 | 6.2796 | 584 | 0.8030 | -0.0113 | 0.8030 | 0.8961 |
344
+ | 0.3122 | 6.3011 | 586 | 0.7926 | 0.0741 | 0.7926 | 0.8903 |
345
+ | 0.3122 | 6.3226 | 588 | 0.7811 | 0.0323 | 0.7811 | 0.8838 |
346
+ | 0.3122 | 6.3441 | 590 | 0.7802 | 0.1599 | 0.7802 | 0.8833 |
347
+ | 0.3122 | 6.3656 | 592 | 0.8166 | 0.1395 | 0.8166 | 0.9037 |
348
+ | 0.3122 | 6.3871 | 594 | 0.8194 | 0.1395 | 0.8194 | 0.9052 |
349
+ | 0.3122 | 6.4086 | 596 | 0.7703 | 0.2078 | 0.7703 | 0.8777 |
350
+ | 0.3122 | 6.4301 | 598 | 0.8102 | -0.0870 | 0.8102 | 0.9001 |
351
+ | 0.3122 | 6.4516 | 600 | 0.8955 | -0.1576 | 0.8955 | 0.9463 |
352
+ | 0.3122 | 6.4731 | 602 | 0.8593 | -0.0208 | 0.8593 | 0.9270 |
353
+ | 0.3122 | 6.4946 | 604 | 0.8293 | 0.0313 | 0.8293 | 0.9106 |
354
+ | 0.3122 | 6.5161 | 606 | 0.8296 | 0.0652 | 0.8296 | 0.9108 |
355
+ | 0.3122 | 6.5376 | 608 | 0.8430 | -0.0238 | 0.8430 | 0.9181 |
356
+ | 0.3122 | 6.5591 | 610 | 0.8360 | -0.0180 | 0.8360 | 0.9143 |
357
+ | 0.3122 | 6.5806 | 612 | 0.7693 | -0.0387 | 0.7693 | 0.8771 |
358
+ | 0.3122 | 6.6022 | 614 | 0.7154 | 0.0914 | 0.7154 | 0.8458 |
359
+ | 0.3122 | 6.6237 | 616 | 0.7268 | 0.2105 | 0.7268 | 0.8525 |
360
+ | 0.3122 | 6.6452 | 618 | 0.7155 | 0.0814 | 0.7155 | 0.8459 |
361
+ | 0.3122 | 6.6667 | 620 | 0.7395 | -0.0032 | 0.7395 | 0.8600 |
362
+ | 0.3122 | 6.6882 | 622 | 0.7693 | -0.0387 | 0.7693 | 0.8771 |
363
+ | 0.3122 | 6.7097 | 624 | 0.7487 | 0.0375 | 0.7487 | 0.8653 |
364
+ | 0.3122 | 6.7312 | 626 | 0.7751 | 0.1943 | 0.7751 | 0.8804 |
365
+ | 0.3122 | 6.7527 | 628 | 0.8120 | 0.1329 | 0.8120 | 0.9011 |
366
+ | 0.3122 | 6.7742 | 630 | 0.7935 | 0.1047 | 0.7935 | 0.8908 |
367
+ | 0.3122 | 6.7957 | 632 | 0.7957 | 0.0959 | 0.7957 | 0.8920 |
368
+ | 0.3122 | 6.8172 | 634 | 0.7746 | 0.0834 | 0.7746 | 0.8801 |
369
+ | 0.3122 | 6.8387 | 636 | 0.8402 | -0.0153 | 0.8402 | 0.9166 |
370
+ | 0.3122 | 6.8602 | 638 | 0.9110 | 0.0729 | 0.9110 | 0.9545 |
371
+ | 0.3122 | 6.8817 | 640 | 0.8509 | 0.0632 | 0.8509 | 0.9225 |
372
+ | 0.3122 | 6.9032 | 642 | 0.7631 | 0.0834 | 0.7631 | 0.8736 |
373
+ | 0.3122 | 6.9247 | 644 | 0.7499 | 0.1047 | 0.7499 | 0.8660 |
374
+ | 0.3122 | 6.9462 | 646 | 0.7688 | 0.1440 | 0.7688 | 0.8768 |
375
+ | 0.3122 | 6.9677 | 648 | 0.7625 | 0.1047 | 0.7625 | 0.8732 |
376
+ | 0.3122 | 6.9892 | 650 | 0.7397 | 0.1553 | 0.7397 | 0.8601 |
377
+ | 0.3122 | 7.0108 | 652 | 0.7454 | 0.2078 | 0.7454 | 0.8634 |
378
+ | 0.3122 | 7.0323 | 654 | 0.7569 | 0.1196 | 0.7569 | 0.8700 |
379
+ | 0.3122 | 7.0538 | 656 | 0.7766 | 0.0357 | 0.7766 | 0.8812 |
380
+ | 0.3122 | 7.0753 | 658 | 0.8143 | 0.0376 | 0.8143 | 0.9024 |
381
+ | 0.3122 | 7.0968 | 660 | 0.8319 | -0.0056 | 0.8319 | 0.9121 |
382
+ | 0.3122 | 7.1183 | 662 | 0.8275 | 0.0670 | 0.8275 | 0.9097 |
383
+ | 0.3122 | 7.1398 | 664 | 0.8913 | 0.1231 | 0.8913 | 0.9441 |
384
+ | 0.3122 | 7.1613 | 666 | 0.8972 | 0.1646 | 0.8972 | 0.9472 |
385
+ | 0.3122 | 7.1828 | 668 | 0.7997 | 0.0611 | 0.7997 | 0.8942 |
386
+ | 0.3122 | 7.2043 | 670 | 0.7686 | 0.0776 | 0.7686 | 0.8767 |
387
+ | 0.3122 | 7.2258 | 672 | 0.7963 | 0.0028 | 0.7963 | 0.8923 |
388
+ | 0.3122 | 7.2473 | 674 | 0.8122 | 0.0 | 0.8122 | 0.9012 |
389
+ | 0.3122 | 7.2688 | 676 | 0.7961 | 0.1196 | 0.7961 | 0.8922 |
390
+ | 0.3122 | 7.2903 | 678 | 0.7962 | 0.1196 | 0.7962 | 0.8923 |
391
+ | 0.3122 | 7.3118 | 680 | 0.7786 | 0.0394 | 0.7786 | 0.8824 |
392
+ | 0.3122 | 7.3333 | 682 | 0.7563 | -0.0062 | 0.7563 | 0.8697 |
393
+ | 0.3122 | 7.3548 | 684 | 0.7366 | -0.0520 | 0.7366 | 0.8583 |
394
+ | 0.3122 | 7.3763 | 686 | 0.7226 | 0.0 | 0.7226 | 0.8501 |
395
+ | 0.3122 | 7.3978 | 688 | 0.7095 | 0.0524 | 0.7095 | 0.8423 |
396
+ | 0.3122 | 7.4194 | 690 | 0.7180 | -0.0032 | 0.7180 | 0.8473 |
397
+ | 0.3122 | 7.4409 | 692 | 0.7384 | 0.0454 | 0.7384 | 0.8593 |
398
+ | 0.3122 | 7.4624 | 694 | 0.7537 | 0.0414 | 0.7537 | 0.8682 |
399
+ | 0.3122 | 7.4839 | 696 | 0.7795 | 0.0338 | 0.7795 | 0.8829 |
400
+ | 0.3122 | 7.5054 | 698 | 0.7906 | -0.0113 | 0.7906 | 0.8891 |
401
+ | 0.3122 | 7.5269 | 700 | 0.8157 | -0.0426 | 0.8157 | 0.9032 |
402
+ | 0.3122 | 7.5484 | 702 | 0.9163 | -0.0424 | 0.9163 | 0.9572 |
403
+ | 0.3122 | 7.5699 | 704 | 0.9023 | -0.0424 | 0.9023 | 0.9499 |
404
+ | 0.3122 | 7.5914 | 706 | 0.7875 | -0.0930 | 0.7875 | 0.8874 |
405
+ | 0.3122 | 7.6129 | 708 | 0.7523 | 0.1144 | 0.7523 | 0.8674 |
406
+ | 0.3122 | 7.6344 | 710 | 0.7701 | 0.1395 | 0.7701 | 0.8775 |
407
+ | 0.3122 | 7.6559 | 712 | 0.7366 | 0.1202 | 0.7366 | 0.8583 |
408
+ | 0.3122 | 7.6774 | 714 | 0.7207 | 0.0869 | 0.7207 | 0.8489 |
409
+ | 0.3122 | 7.6989 | 716 | 0.7941 | -0.0300 | 0.7941 | 0.8911 |
410
+ | 0.3122 | 7.7204 | 718 | 0.9673 | 0.0812 | 0.9673 | 0.9835 |
411
+ | 0.3122 | 7.7419 | 720 | 0.9581 | 0.0497 | 0.9581 | 0.9788 |
412
+ | 0.3122 | 7.7634 | 722 | 0.8267 | -0.0550 | 0.8267 | 0.9092 |
413
+ | 0.3122 | 7.7849 | 724 | 0.7800 | 0.0639 | 0.7800 | 0.8832 |
414
+ | 0.3122 | 7.8065 | 726 | 0.8730 | 0.1291 | 0.8730 | 0.9343 |
415
+ | 0.3122 | 7.8280 | 728 | 0.9171 | 0.0287 | 0.9171 | 0.9576 |
416
+ | 0.3122 | 7.8495 | 730 | 0.8239 | 0.1395 | 0.8239 | 0.9077 |
417
+ | 0.3122 | 7.8710 | 732 | 0.8231 | -0.1111 | 0.8231 | 0.9073 |
418
+ | 0.3122 | 7.8925 | 734 | 0.9410 | -0.0899 | 0.9410 | 0.9701 |
419
+ | 0.3122 | 7.9140 | 736 | 0.9119 | -0.1727 | 0.9119 | 0.9549 |
420
+ | 0.3122 | 7.9355 | 738 | 0.7751 | -0.0912 | 0.7751 | 0.8804 |
421
+ | 0.3122 | 7.9570 | 740 | 0.7220 | 0.1379 | 0.7220 | 0.8497 |
422
+ | 0.3122 | 7.9785 | 742 | 0.7279 | 0.1202 | 0.7279 | 0.8532 |
423
+ | 0.3122 | 8.0 | 744 | 0.7282 | 0.1202 | 0.7282 | 0.8533 |
424
+ | 0.3122 | 8.0215 | 746 | 0.7173 | 0.0807 | 0.7173 | 0.8470 |
425
+ | 0.3122 | 8.0430 | 748 | 0.7372 | 0.0416 | 0.7372 | 0.8586 |
426
+ | 0.3122 | 8.0645 | 750 | 0.7528 | -0.0096 | 0.7528 | 0.8676 |
427
+ | 0.3122 | 8.0860 | 752 | 0.8070 | -0.0837 | 0.8070 | 0.8983 |
428
+ | 0.3122 | 8.1075 | 754 | 0.8486 | -0.1826 | 0.8486 | 0.9212 |
429
+ | 0.3122 | 8.1290 | 756 | 0.8502 | -0.1876 | 0.8502 | 0.9221 |
430
+ | 0.3122 | 8.1505 | 758 | 0.8223 | 0.0376 | 0.8223 | 0.9068 |
431
+ | 0.3122 | 8.1720 | 760 | 0.8045 | -0.0145 | 0.8045 | 0.8969 |
432
+ | 0.3122 | 8.1935 | 762 | 0.7656 | 0.0395 | 0.7656 | 0.8750 |
433
+ | 0.3122 | 8.2151 | 764 | 0.7497 | -0.0065 | 0.7497 | 0.8658 |
434
+ | 0.3122 | 8.2366 | 766 | 0.7577 | -0.0065 | 0.7577 | 0.8705 |
435
+ | 0.3122 | 8.2581 | 768 | 0.7693 | -0.0578 | 0.7693 | 0.8771 |
436
+ | 0.3122 | 8.2796 | 770 | 0.7639 | 0.0863 | 0.7639 | 0.8740 |
437
+ | 0.3122 | 8.3011 | 772 | 0.7954 | -0.0209 | 0.7954 | 0.8919 |
438
+ | 0.3122 | 8.3226 | 774 | 0.8068 | -0.0209 | 0.8068 | 0.8982 |
439
+ | 0.3122 | 8.3441 | 776 | 0.8083 | -0.0209 | 0.8083 | 0.8991 |
440
+ | 0.3122 | 8.3656 | 778 | 0.8052 | 0.0611 | 0.8052 | 0.8973 |
441
+ | 0.3122 | 8.3871 | 780 | 0.8160 | 0.1047 | 0.8160 | 0.9034 |
442
+ | 0.3122 | 8.4086 | 782 | 0.8884 | 0.0409 | 0.8884 | 0.9426 |
443
+ | 0.3122 | 8.4301 | 784 | 0.9488 | 0.0409 | 0.9488 | 0.9741 |
444
+ | 0.3122 | 8.4516 | 786 | 0.8926 | 0.0476 | 0.8926 | 0.9448 |
445
+ | 0.3122 | 8.4731 | 788 | 0.8005 | 0.0628 | 0.8005 | 0.8947 |
446
+ | 0.3122 | 8.4946 | 790 | 0.8061 | 0.0 | 0.8061 | 0.8978 |
447
+ | 0.3122 | 8.5161 | 792 | 0.8869 | -0.1163 | 0.8869 | 0.9417 |
448
+ | 0.3122 | 8.5376 | 794 | 0.8882 | -0.0826 | 0.8882 | 0.9425 |
449
+ | 0.3122 | 8.5591 | 796 | 0.8779 | 0.0161 | 0.8779 | 0.9369 |
450
+ | 0.3122 | 8.5806 | 798 | 0.8741 | -0.0209 | 0.8741 | 0.9349 |
451
+ | 0.3122 | 8.6022 | 800 | 0.8571 | -0.0209 | 0.8571 | 0.9258 |
452
+ | 0.3122 | 8.6237 | 802 | 0.8270 | -0.0209 | 0.8270 | 0.9094 |
453
+ | 0.3122 | 8.6452 | 804 | 0.8072 | -0.0059 | 0.8072 | 0.8985 |
454
+ | 0.3122 | 8.6667 | 806 | 0.8075 | -0.0930 | 0.8075 | 0.8986 |
455
+ | 0.3122 | 8.6882 | 808 | 0.7786 | -0.0059 | 0.7786 | 0.8824 |
456
+ | 0.3122 | 8.7097 | 810 | 0.7523 | 0.0414 | 0.7523 | 0.8674 |
457
+ | 0.3122 | 8.7312 | 812 | 0.7608 | 0.1148 | 0.7608 | 0.8722 |
458
+ | 0.3122 | 8.7527 | 814 | 0.7987 | 0.0512 | 0.7987 | 0.8937 |
459
+ | 0.3122 | 8.7742 | 816 | 0.7827 | 0.0628 | 0.7827 | 0.8847 |
460
+ | 0.3122 | 8.7957 | 818 | 0.7415 | 0.0857 | 0.7415 | 0.8611 |
461
+ | 0.3122 | 8.8172 | 820 | 0.7663 | -0.0513 | 0.7663 | 0.8754 |
462
+ | 0.3122 | 8.8387 | 822 | 0.8073 | -0.0859 | 0.8073 | 0.8985 |
463
+ | 0.3122 | 8.8602 | 824 | 0.8015 | -0.0059 | 0.8015 | 0.8953 |
464
+ | 0.3122 | 8.8817 | 826 | 0.8023 | 0.0247 | 0.8023 | 0.8957 |
465
+ | 0.3122 | 8.9032 | 828 | 0.8664 | 0.0476 | 0.8664 | 0.9308 |
466
+ | 0.3122 | 8.9247 | 830 | 0.8879 | 0.0476 | 0.8879 | 0.9423 |
467
+ | 0.3122 | 8.9462 | 832 | 0.8456 | 0.0205 | 0.8456 | 0.9196 |
468
+ | 0.3122 | 8.9677 | 834 | 0.8466 | -0.0373 | 0.8466 | 0.9201 |
469
+ | 0.3122 | 8.9892 | 836 | 0.8171 | -0.0248 | 0.8171 | 0.9039 |
470
+ | 0.3122 | 9.0108 | 838 | 0.7372 | -0.0560 | 0.7372 | 0.8586 |
471
+ | 0.3122 | 9.0323 | 840 | 0.7142 | -0.0065 | 0.7142 | 0.8451 |
472
+ | 0.3122 | 9.0538 | 842 | 0.7195 | 0.0857 | 0.7195 | 0.8482 |
473
+ | 0.3122 | 9.0753 | 844 | 0.7890 | 0.0680 | 0.7890 | 0.8882 |
474
+ | 0.3122 | 9.0968 | 846 | 0.8454 | 0.0205 | 0.8454 | 0.9195 |
475
+ | 0.3122 | 9.1183 | 848 | 0.8633 | -0.0511 | 0.8633 | 0.9292 |
476
+ | 0.3122 | 9.1398 | 850 | 0.8521 | -0.0156 | 0.8521 | 0.9231 |
477
+ | 0.3122 | 9.1613 | 852 | 0.8527 | 0.0547 | 0.8527 | 0.9234 |
478
+ | 0.3122 | 9.1828 | 854 | 0.8992 | 0.0680 | 0.8992 | 0.9483 |
479
+ | 0.3122 | 9.2043 | 856 | 0.8462 | 0.0998 | 0.8462 | 0.9199 |
480
+ | 0.3122 | 9.2258 | 858 | 0.7525 | 0.0414 | 0.7525 | 0.8674 |
481
+ | 0.3122 | 9.2473 | 860 | 0.7278 | 0.1311 | 0.7278 | 0.8531 |
482
+ | 0.3122 | 9.2688 | 862 | 0.7426 | 0.1259 | 0.7426 | 0.8618 |
483
+ | 0.3122 | 9.2903 | 864 | 0.7459 | 0.0375 | 0.7459 | 0.8636 |
484
+ | 0.3122 | 9.3118 | 866 | 0.8423 | -0.0730 | 0.8423 | 0.9178 |
485
+ | 0.3122 | 9.3333 | 868 | 0.9807 | 0.0391 | 0.9807 | 0.9903 |
486
+ | 0.3122 | 9.3548 | 870 | 1.0187 | 0.0424 | 1.0187 | 1.0093 |
487
+ | 0.3122 | 9.3763 | 872 | 0.9521 | 0.0627 | 0.9521 | 0.9758 |
488
+ | 0.3122 | 9.3978 | 874 | 0.8370 | 0.0393 | 0.8370 | 0.9149 |
489
+ | 0.3122 | 9.4194 | 876 | 0.8282 | -0.0103 | 0.8282 | 0.9101 |
490
+ | 0.3122 | 9.4409 | 878 | 0.8067 | 0.1196 | 0.8067 | 0.8982 |
491
+ | 0.3122 | 9.4624 | 880 | 0.7972 | 0.0611 | 0.7972 | 0.8929 |
492
+ | 0.3122 | 9.4839 | 882 | 0.8172 | 0.1342 | 0.8172 | 0.9040 |
493
+ | 0.3122 | 9.5054 | 884 | 0.7592 | 0.1097 | 0.7592 | 0.8713 |
494
+ | 0.3122 | 9.5269 | 886 | 0.7163 | 0.0414 | 0.7163 | 0.8463 |
495
+ | 0.3122 | 9.5484 | 888 | 0.8043 | 0.0664 | 0.8043 | 0.8968 |
496
+ | 0.3122 | 9.5699 | 890 | 0.8692 | 0.0405 | 0.8692 | 0.9323 |
497
+ | 0.3122 | 9.5914 | 892 | 0.8170 | 0.0268 | 0.8170 | 0.9039 |
498
+ | 0.3122 | 9.6129 | 894 | 0.7366 | 0.0454 | 0.7366 | 0.8583 |
499
+ | 0.3122 | 9.6344 | 896 | 0.7365 | 0.1304 | 0.7365 | 0.8582 |
500
+ | 0.3122 | 9.6559 | 898 | 0.7490 | 0.1249 | 0.7490 | 0.8654 |
501
+ | 0.3122 | 9.6774 | 900 | 0.7611 | 0.1304 | 0.7611 | 0.8724 |
502
+ | 0.3122 | 9.6989 | 902 | 0.7554 | 0.1304 | 0.7554 | 0.8691 |
503
+ | 0.3122 | 9.7204 | 904 | 0.7493 | 0.0414 | 0.7493 | 0.8656 |
504
+ | 0.3122 | 9.7419 | 906 | 0.7515 | 0.0414 | 0.7515 | 0.8669 |
505
+ | 0.3122 | 9.7634 | 908 | 0.7529 | 0.0454 | 0.7529 | 0.8677 |
506
+ | 0.3122 | 9.7849 | 910 | 0.7535 | 0.0869 | 0.7535 | 0.8680 |
507
+ | 0.3122 | 9.8065 | 912 | 0.7792 | -0.0976 | 0.7792 | 0.8827 |
508
+ | 0.3122 | 9.8280 | 914 | 0.8021 | -0.0370 | 0.8021 | 0.8956 |
509
+ | 0.3122 | 9.8495 | 916 | 0.7977 | -0.0370 | 0.7977 | 0.8932 |
510
+ | 0.3122 | 9.8710 | 918 | 0.8231 | -0.1106 | 0.8231 | 0.9072 |
511
+ | 0.3122 | 9.8925 | 920 | 0.8001 | -0.0370 | 0.8001 | 0.8945 |
512
 
513
 
514
  ### Framework versions