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ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_task2_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: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k8_task2_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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- # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k8_task2_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: 0.6562
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- - Qwk: 0.3298
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- - Mse: 0.6562
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- - Rmse: 0.8101
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  ## Model description
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@@ -49,462 +49,266 @@ 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 | 0.0476 | 2 | 4.1198 | -0.0214 | 4.1198 | 2.0297 |
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- | No log | 0.0952 | 4 | 2.4122 | 0.0756 | 2.4122 | 1.5531 |
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- | No log | 0.1429 | 6 | 1.3131 | 0.0258 | 1.3131 | 1.1459 |
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- | No log | 0.1905 | 8 | 1.1324 | -0.0627 | 1.1324 | 1.0641 |
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- | No log | 0.2381 | 10 | 0.8641 | 0.1519 | 0.8641 | 0.9296 |
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- | No log | 0.2857 | 12 | 0.8255 | 0.1879 | 0.8255 | 0.9086 |
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- | No log | 0.3333 | 14 | 1.0266 | 0.0493 | 1.0266 | 1.0132 |
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- | No log | 0.3810 | 16 | 0.9945 | 0.0214 | 0.9945 | 0.9973 |
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- | No log | 0.4286 | 18 | 0.7568 | 0.2682 | 0.7568 | 0.8699 |
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- | No log | 0.4762 | 20 | 0.7369 | 0.2682 | 0.7369 | 0.8584 |
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- | No log | 0.5238 | 22 | 0.7958 | 0.2982 | 0.7958 | 0.8921 |
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- | No log | 0.5714 | 24 | 0.8473 | 0.2218 | 0.8473 | 0.9205 |
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- | No log | 0.6190 | 26 | 0.8300 | 0.3262 | 0.8300 | 0.9111 |
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- | No log | 0.6667 | 28 | 0.7838 | 0.3810 | 0.7838 | 0.8853 |
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- | No log | 0.7143 | 30 | 0.8314 | 0.3796 | 0.8314 | 0.9118 |
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- | No log | 0.7619 | 32 | 1.0694 | 0.2708 | 1.0694 | 1.0341 |
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- | No log | 0.8095 | 34 | 1.5816 | 0.1865 | 1.5816 | 1.2576 |
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- | No log | 0.8571 | 36 | 1.1476 | 0.2882 | 1.1476 | 1.0713 |
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- | No log | 0.9048 | 38 | 0.7256 | 0.3894 | 0.7256 | 0.8518 |
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- | No log | 0.9524 | 40 | 0.6977 | 0.3145 | 0.6977 | 0.8353 |
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- | No log | 1.0 | 42 | 0.7099 | 0.2900 | 0.7099 | 0.8426 |
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- | No log | 1.0476 | 44 | 0.7431 | 0.2813 | 0.7431 | 0.8621 |
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- | No log | 1.0952 | 46 | 0.8146 | 0.2767 | 0.8146 | 0.9025 |
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- | No log | 1.1429 | 48 | 0.9313 | 0.1646 | 0.9313 | 0.9650 |
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- | No log | 1.1905 | 50 | 0.9685 | 0.1351 | 0.9685 | 0.9841 |
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- | No log | 1.2381 | 52 | 0.8343 | 0.2462 | 0.8343 | 0.9134 |
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- | No log | 1.2857 | 54 | 0.7220 | 0.4149 | 0.7220 | 0.8497 |
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- | No log | 1.3333 | 56 | 0.6615 | 0.3675 | 0.6615 | 0.8133 |
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- | No log | 1.3810 | 58 | 0.6559 | 0.3675 | 0.6559 | 0.8099 |
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- | No log | 1.4286 | 60 | 0.6794 | 0.4033 | 0.6794 | 0.8243 |
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- | No log | 1.4762 | 62 | 0.9079 | 0.2549 | 0.9079 | 0.9528 |
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- | No log | 1.5238 | 64 | 0.9825 | 0.2856 | 0.9825 | 0.9912 |
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- | No log | 1.5714 | 66 | 0.7349 | 0.3770 | 0.7349 | 0.8573 |
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- | No log | 1.6190 | 68 | 0.6576 | 0.3885 | 0.6576 | 0.8109 |
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- | No log | 1.6667 | 70 | 0.6398 | 0.4048 | 0.6398 | 0.7999 |
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- | No log | 1.7143 | 72 | 0.7276 | 0.3911 | 0.7276 | 0.8530 |
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- | No log | 1.7619 | 74 | 1.2021 | 0.2477 | 1.2021 | 1.0964 |
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- | No log | 1.8095 | 76 | 1.1763 | 0.2939 | 1.1763 | 1.0846 |
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- | No log | 1.8571 | 78 | 0.7286 | 0.4117 | 0.7286 | 0.8536 |
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- | No log | 1.9048 | 80 | 0.6354 | 0.4548 | 0.6354 | 0.7971 |
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- | No log | 1.9524 | 82 | 0.6551 | 0.4017 | 0.6551 | 0.8094 |
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- | No log | 2.0 | 84 | 0.6166 | 0.4172 | 0.6166 | 0.7852 |
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- | No log | 2.0476 | 86 | 0.6531 | 0.4674 | 0.6531 | 0.8082 |
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- | No log | 2.0952 | 88 | 0.6995 | 0.4412 | 0.6995 | 0.8363 |
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- | No log | 2.1429 | 90 | 0.6606 | 0.4479 | 0.6606 | 0.8128 |
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- | No log | 2.1905 | 92 | 0.6070 | 0.4402 | 0.6070 | 0.7791 |
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- | No log | 2.2381 | 94 | 0.6456 | 0.3798 | 0.6456 | 0.8035 |
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- | No log | 2.2857 | 96 | 0.6705 | 0.3494 | 0.6705 | 0.8189 |
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- | No log | 2.3333 | 98 | 0.6515 | 0.3466 | 0.6515 | 0.8072 |
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- | No log | 2.3810 | 100 | 0.6496 | 0.3355 | 0.6496 | 0.8060 |
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- | No log | 2.4286 | 102 | 0.6614 | 0.3478 | 0.6614 | 0.8132 |
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- | No log | 2.4762 | 104 | 0.6672 | 0.3902 | 0.6672 | 0.8168 |
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- | No log | 2.5238 | 106 | 0.6306 | 0.4714 | 0.6306 | 0.7941 |
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- | No log | 2.5714 | 108 | 0.6378 | 0.4476 | 0.6378 | 0.7986 |
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- | No log | 2.6190 | 110 | 0.7344 | 0.4606 | 0.7344 | 0.8570 |
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- | No log | 2.6667 | 112 | 0.7692 | 0.4371 | 0.7692 | 0.8770 |
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- | No log | 2.7143 | 114 | 0.6715 | 0.4595 | 0.6715 | 0.8194 |
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- | No log | 2.7619 | 116 | 0.6723 | 0.4605 | 0.6723 | 0.8200 |
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- | No log | 2.8095 | 118 | 0.6665 | 0.5054 | 0.6665 | 0.8164 |
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- | No log | 2.8571 | 120 | 0.6555 | 0.4727 | 0.6555 | 0.8097 |
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- | No log | 2.9048 | 122 | 0.6452 | 0.4808 | 0.6452 | 0.8032 |
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- | No log | 2.9524 | 124 | 0.6587 | 0.5069 | 0.6587 | 0.8116 |
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- | No log | 3.0 | 126 | 0.6931 | 0.5187 | 0.6931 | 0.8325 |
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- | No log | 3.0476 | 128 | 0.6382 | 0.5069 | 0.6382 | 0.7989 |
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- | No log | 3.0952 | 130 | 0.7392 | 0.4399 | 0.7392 | 0.8598 |
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- | No log | 3.1429 | 132 | 0.8946 | 0.4143 | 0.8946 | 0.9458 |
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- | No log | 3.1905 | 134 | 0.7514 | 0.4804 | 0.7514 | 0.8668 |
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- | No log | 3.2381 | 136 | 0.6425 | 0.5018 | 0.6425 | 0.8016 |
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- | No log | 3.2857 | 138 | 0.6363 | 0.5051 | 0.6363 | 0.7977 |
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- | No log | 3.3333 | 140 | 0.6427 | 0.4263 | 0.6427 | 0.8017 |
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- | No log | 3.3810 | 142 | 0.7511 | 0.4654 | 0.7511 | 0.8666 |
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- | No log | 3.4286 | 144 | 0.6832 | 0.4072 | 0.6832 | 0.8265 |
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- | No log | 3.4762 | 146 | 0.6354 | 0.5187 | 0.6354 | 0.7971 |
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- | No log | 3.5238 | 148 | 0.6998 | 0.5072 | 0.6998 | 0.8365 |
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- | No log | 3.5714 | 150 | 0.6908 | 0.5056 | 0.6908 | 0.8312 |
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- | No log | 3.6190 | 152 | 0.6941 | 0.4420 | 0.6941 | 0.8331 |
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- | No log | 3.6667 | 154 | 0.9169 | 0.4191 | 0.9169 | 0.9576 |
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- | No log | 3.7143 | 156 | 0.9172 | 0.4191 | 0.9172 | 0.9577 |
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- | No log | 3.7619 | 158 | 0.6716 | 0.4703 | 0.6716 | 0.8195 |
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- | No log | 3.8095 | 160 | 0.6533 | 0.4794 | 0.6533 | 0.8083 |
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- | No log | 3.8571 | 162 | 0.6570 | 0.4704 | 0.6570 | 0.8105 |
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- | No log | 3.9048 | 164 | 0.6019 | 0.4706 | 0.6019 | 0.7758 |
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- | No log | 3.9524 | 166 | 0.7065 | 0.4234 | 0.7065 | 0.8406 |
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- | No log | 4.0 | 168 | 0.9317 | 0.3831 | 0.9317 | 0.9653 |
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- | No log | 4.0476 | 170 | 0.8885 | 0.3710 | 0.8885 | 0.9426 |
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- | No log | 4.0952 | 172 | 0.6816 | 0.4968 | 0.6816 | 0.8256 |
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- | No log | 4.1429 | 174 | 0.6148 | 0.5130 | 0.6148 | 0.7841 |
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- | No log | 4.1905 | 176 | 0.6236 | 0.5096 | 0.6236 | 0.7897 |
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- | No log | 4.2381 | 178 | 0.5990 | 0.5299 | 0.5990 | 0.7740 |
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- | No log | 4.2857 | 180 | 0.6672 | 0.4488 | 0.6672 | 0.8168 |
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- | No log | 4.3333 | 182 | 0.7657 | 0.4174 | 0.7657 | 0.8751 |
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- | No log | 4.3810 | 184 | 0.6749 | 0.4410 | 0.6749 | 0.8215 |
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- | No log | 4.4286 | 186 | 0.6132 | 0.5248 | 0.6132 | 0.7831 |
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- | No log | 4.4762 | 188 | 0.7083 | 0.4226 | 0.7083 | 0.8416 |
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- | No log | 4.5238 | 190 | 0.7002 | 0.4151 | 0.7002 | 0.8368 |
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- | No log | 4.5714 | 192 | 0.6113 | 0.4614 | 0.6113 | 0.7819 |
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- | No log | 4.6190 | 194 | 0.6389 | 0.4766 | 0.6389 | 0.7993 |
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- | No log | 4.6667 | 196 | 0.7584 | 0.4559 | 0.7584 | 0.8708 |
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- | No log | 4.7143 | 198 | 0.6990 | 0.4803 | 0.6990 | 0.8361 |
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- | No log | 4.7619 | 200 | 0.6190 | 0.4489 | 0.6190 | 0.7868 |
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- | No log | 4.8095 | 202 | 0.6606 | 0.4816 | 0.6606 | 0.8128 |
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- | No log | 4.8571 | 204 | 0.7315 | 0.4179 | 0.7315 | 0.8553 |
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- | No log | 4.9048 | 206 | 0.6960 | 0.4194 | 0.6960 | 0.8343 |
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- | No log | 4.9524 | 208 | 0.6229 | 0.4222 | 0.6229 | 0.7893 |
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- | No log | 5.0 | 210 | 0.6505 | 0.4190 | 0.6505 | 0.8065 |
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- | No log | 5.0476 | 212 | 0.7367 | 0.3984 | 0.7367 | 0.8583 |
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- | No log | 5.0952 | 214 | 0.6687 | 0.4277 | 0.6687 | 0.8177 |
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- | No log | 5.1429 | 216 | 0.6123 | 0.5005 | 0.6123 | 0.7825 |
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- | No log | 5.1905 | 218 | 0.6276 | 0.4992 | 0.6276 | 0.7922 |
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- | No log | 5.2381 | 220 | 0.6002 | 0.4716 | 0.6002 | 0.7747 |
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- | No log | 5.2857 | 222 | 0.6419 | 0.4451 | 0.6419 | 0.8012 |
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- | No log | 5.3333 | 224 | 0.7247 | 0.4303 | 0.7247 | 0.8513 |
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- | No log | 5.3810 | 226 | 0.7208 | 0.4303 | 0.7208 | 0.8490 |
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- | No log | 5.4286 | 228 | 0.6514 | 0.4435 | 0.6514 | 0.8071 |
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- | No log | 5.4762 | 230 | 0.6050 | 0.4716 | 0.6050 | 0.7778 |
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- | No log | 5.5238 | 232 | 0.6192 | 0.4530 | 0.6192 | 0.7869 |
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- | No log | 5.5714 | 234 | 0.6057 | 0.4529 | 0.6057 | 0.7783 |
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- | No log | 5.6190 | 236 | 0.6063 | 0.5097 | 0.6063 | 0.7787 |
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- | No log | 5.6667 | 238 | 0.6895 | 0.4855 | 0.6895 | 0.8303 |
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- | No log | 5.7143 | 240 | 0.7669 | 0.4801 | 0.7669 | 0.8757 |
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- | No log | 5.7619 | 242 | 0.6833 | 0.4940 | 0.6833 | 0.8266 |
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- | No log | 5.8095 | 244 | 0.6154 | 0.5147 | 0.6154 | 0.7845 |
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- | No log | 5.8571 | 246 | 0.6220 | 0.4917 | 0.6220 | 0.7886 |
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- | No log | 5.9048 | 248 | 0.6014 | 0.4705 | 0.6014 | 0.7755 |
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- | No log | 5.9524 | 250 | 0.5985 | 0.4762 | 0.5985 | 0.7737 |
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- | No log | 6.0 | 252 | 0.6345 | 0.4358 | 0.6345 | 0.7965 |
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- | No log | 6.0476 | 254 | 0.6369 | 0.4416 | 0.6369 | 0.7981 |
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- | No log | 6.0952 | 256 | 0.5952 | 0.4437 | 0.5952 | 0.7715 |
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- | No log | 6.1429 | 258 | 0.6067 | 0.4656 | 0.6067 | 0.7789 |
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- | No log | 6.1905 | 260 | 0.6301 | 0.4695 | 0.6301 | 0.7938 |
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- | No log | 6.2381 | 262 | 0.6144 | 0.4118 | 0.6144 | 0.7838 |
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- | No log | 6.2857 | 264 | 0.6047 | 0.3823 | 0.6047 | 0.7776 |
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- | No log | 6.3333 | 266 | 0.6129 | 0.3564 | 0.6129 | 0.7829 |
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- | No log | 6.3810 | 268 | 0.6145 | 0.3530 | 0.6145 | 0.7839 |
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- | No log | 6.4286 | 270 | 0.6146 | 0.4578 | 0.6146 | 0.7840 |
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- | No log | 6.4762 | 272 | 0.6235 | 0.4382 | 0.6235 | 0.7896 |
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- | No log | 6.5238 | 274 | 0.6294 | 0.4670 | 0.6294 | 0.7934 |
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- | No log | 6.5714 | 276 | 0.6225 | 0.4781 | 0.6225 | 0.7890 |
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- | No log | 6.6190 | 278 | 0.6381 | 0.4150 | 0.6381 | 0.7988 |
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- | No log | 6.6667 | 280 | 0.6355 | 0.3206 | 0.6355 | 0.7972 |
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- | No log | 6.7143 | 282 | 0.6122 | 0.4185 | 0.6122 | 0.7824 |
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- | No log | 6.7619 | 284 | 0.6183 | 0.3535 | 0.6183 | 0.7863 |
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- | No log | 6.8095 | 286 | 0.7048 | 0.3733 | 0.7048 | 0.8395 |
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- | No log | 6.8571 | 288 | 0.7224 | 0.3735 | 0.7224 | 0.8499 |
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- | No log | 6.9048 | 290 | 0.6412 | 0.3956 | 0.6412 | 0.8007 |
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- | No log | 6.9524 | 292 | 0.6361 | 0.5105 | 0.6361 | 0.7976 |
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- | No log | 7.0 | 294 | 0.6625 | 0.4873 | 0.6625 | 0.8139 |
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- | No log | 7.0476 | 296 | 0.6753 | 0.4707 | 0.6753 | 0.8218 |
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- | No log | 7.0952 | 298 | 0.6802 | 0.4583 | 0.6802 | 0.8248 |
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- | No log | 7.1429 | 300 | 0.6576 | 0.4534 | 0.6576 | 0.8109 |
202
- | No log | 7.1905 | 302 | 0.6801 | 0.5120 | 0.6801 | 0.8247 |
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- | No log | 7.2381 | 304 | 0.6724 | 0.5120 | 0.6724 | 0.8200 |
204
- | No log | 7.2857 | 306 | 0.6472 | 0.4423 | 0.6472 | 0.8045 |
205
- | No log | 7.3333 | 308 | 0.6711 | 0.4547 | 0.6711 | 0.8192 |
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- | No log | 7.3810 | 310 | 0.6905 | 0.3900 | 0.6905 | 0.8310 |
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- | No log | 7.4286 | 312 | 0.6450 | 0.4140 | 0.6450 | 0.8031 |
208
- | No log | 7.4762 | 314 | 0.5990 | 0.4786 | 0.5990 | 0.7740 |
209
- | No log | 7.5238 | 316 | 0.5987 | 0.4460 | 0.5987 | 0.7738 |
210
- | No log | 7.5714 | 318 | 0.5985 | 0.4608 | 0.5985 | 0.7736 |
211
- | No log | 7.6190 | 320 | 0.6266 | 0.4990 | 0.6266 | 0.7916 |
212
- | No log | 7.6667 | 322 | 0.6841 | 0.4844 | 0.6841 | 0.8271 |
213
- | No log | 7.7143 | 324 | 0.6477 | 0.4904 | 0.6477 | 0.8048 |
214
- | No log | 7.7619 | 326 | 0.6037 | 0.4966 | 0.6037 | 0.7770 |
215
- | No log | 7.8095 | 328 | 0.6058 | 0.4953 | 0.6058 | 0.7783 |
216
- | No log | 7.8571 | 330 | 0.6139 | 0.5075 | 0.6139 | 0.7835 |
217
- | No log | 7.9048 | 332 | 0.5962 | 0.4726 | 0.5962 | 0.7721 |
218
- | No log | 7.9524 | 334 | 0.6064 | 0.4203 | 0.6064 | 0.7787 |
219
- | No log | 8.0 | 336 | 0.5990 | 0.4073 | 0.5990 | 0.7740 |
220
- | No log | 8.0476 | 338 | 0.6207 | 0.5170 | 0.6207 | 0.7879 |
221
- | No log | 8.0952 | 340 | 0.6366 | 0.5219 | 0.6366 | 0.7979 |
222
- | No log | 8.1429 | 342 | 0.6314 | 0.5265 | 0.6314 | 0.7946 |
223
- | No log | 8.1905 | 344 | 0.6986 | 0.4882 | 0.6986 | 0.8358 |
224
- | No log | 8.2381 | 346 | 0.7070 | 0.5055 | 0.7070 | 0.8409 |
225
- | No log | 8.2857 | 348 | 0.6791 | 0.5705 | 0.6791 | 0.8241 |
226
- | No log | 8.3333 | 350 | 0.6664 | 0.5213 | 0.6664 | 0.8163 |
227
- | No log | 8.3810 | 352 | 0.6679 | 0.5291 | 0.6679 | 0.8172 |
228
- | No log | 8.4286 | 354 | 0.6724 | 0.5178 | 0.6724 | 0.8200 |
229
- | No log | 8.4762 | 356 | 0.6259 | 0.4917 | 0.6259 | 0.7911 |
230
- | No log | 8.5238 | 358 | 0.6121 | 0.4930 | 0.6121 | 0.7824 |
231
- | No log | 8.5714 | 360 | 0.5953 | 0.5012 | 0.5953 | 0.7716 |
232
- | No log | 8.6190 | 362 | 0.5933 | 0.4924 | 0.5933 | 0.7702 |
233
- | No log | 8.6667 | 364 | 0.5991 | 0.4746 | 0.5991 | 0.7740 |
234
- | No log | 8.7143 | 366 | 0.6108 | 0.4999 | 0.6108 | 0.7816 |
235
- | No log | 8.7619 | 368 | 0.6028 | 0.4719 | 0.6028 | 0.7764 |
236
- | No log | 8.8095 | 370 | 0.5987 | 0.4890 | 0.5987 | 0.7738 |
237
- | No log | 8.8571 | 372 | 0.5788 | 0.4919 | 0.5788 | 0.7608 |
238
- | No log | 8.9048 | 374 | 0.5839 | 0.4846 | 0.5839 | 0.7641 |
239
- | No log | 8.9524 | 376 | 0.5783 | 0.4712 | 0.5783 | 0.7605 |
240
- | No log | 9.0 | 378 | 0.5699 | 0.4489 | 0.5699 | 0.7549 |
241
- | No log | 9.0476 | 380 | 0.6002 | 0.5475 | 0.6002 | 0.7747 |
242
- | No log | 9.0952 | 382 | 0.5768 | 0.4991 | 0.5768 | 0.7595 |
243
- | No log | 9.1429 | 384 | 0.5728 | 0.4113 | 0.5728 | 0.7568 |
244
- | No log | 9.1905 | 386 | 0.6248 | 0.4380 | 0.6248 | 0.7905 |
245
- | No log | 9.2381 | 388 | 0.6071 | 0.4343 | 0.6071 | 0.7792 |
246
- | No log | 9.2857 | 390 | 0.5871 | 0.4916 | 0.5871 | 0.7662 |
247
- | No log | 9.3333 | 392 | 0.6027 | 0.5725 | 0.6027 | 0.7764 |
248
- | No log | 9.3810 | 394 | 0.6454 | 0.5628 | 0.6454 | 0.8033 |
249
- | No log | 9.4286 | 396 | 0.6375 | 0.5289 | 0.6375 | 0.7984 |
250
- | No log | 9.4762 | 398 | 0.6320 | 0.5565 | 0.6320 | 0.7950 |
251
- | No log | 9.5238 | 400 | 0.6279 | 0.5210 | 0.6279 | 0.7924 |
252
- | No log | 9.5714 | 402 | 0.6298 | 0.4973 | 0.6298 | 0.7936 |
253
- | No log | 9.6190 | 404 | 0.6243 | 0.5062 | 0.6243 | 0.7901 |
254
- | No log | 9.6667 | 406 | 0.6049 | 0.4684 | 0.6049 | 0.7777 |
255
- | No log | 9.7143 | 408 | 0.5860 | 0.4474 | 0.5860 | 0.7655 |
256
- | No log | 9.7619 | 410 | 0.5916 | 0.5041 | 0.5916 | 0.7691 |
257
- | No log | 9.8095 | 412 | 0.6062 | 0.5210 | 0.6062 | 0.7786 |
258
- | No log | 9.8571 | 414 | 0.5831 | 0.4837 | 0.5831 | 0.7636 |
259
- | No log | 9.9048 | 416 | 0.6077 | 0.4304 | 0.6077 | 0.7795 |
260
- | No log | 9.9524 | 418 | 0.6408 | 0.4481 | 0.6408 | 0.8005 |
261
- | No log | 10.0 | 420 | 0.6096 | 0.4407 | 0.6096 | 0.7808 |
262
- | No log | 10.0476 | 422 | 0.6098 | 0.5331 | 0.6098 | 0.7809 |
263
- | No log | 10.0952 | 424 | 0.6293 | 0.4884 | 0.6293 | 0.7933 |
264
- | No log | 10.1429 | 426 | 0.7524 | 0.4946 | 0.7524 | 0.8674 |
265
- | No log | 10.1905 | 428 | 0.8109 | 0.4529 | 0.8109 | 0.9005 |
266
- | No log | 10.2381 | 430 | 0.7221 | 0.4709 | 0.7221 | 0.8498 |
267
- | No log | 10.2857 | 432 | 0.6064 | 0.4533 | 0.6064 | 0.7787 |
268
- | No log | 10.3333 | 434 | 0.6126 | 0.4215 | 0.6126 | 0.7827 |
269
- | No log | 10.3810 | 436 | 0.6491 | 0.4362 | 0.6491 | 0.8057 |
270
- | No log | 10.4286 | 438 | 0.6304 | 0.4643 | 0.6304 | 0.7940 |
271
- | No log | 10.4762 | 440 | 0.6168 | 0.4826 | 0.6168 | 0.7854 |
272
- | No log | 10.5238 | 442 | 0.6529 | 0.4942 | 0.6529 | 0.8081 |
273
- | No log | 10.5714 | 444 | 0.6589 | 0.5088 | 0.6589 | 0.8117 |
274
- | No log | 10.6190 | 446 | 0.6251 | 0.5005 | 0.6251 | 0.7906 |
275
- | No log | 10.6667 | 448 | 0.5980 | 0.4941 | 0.5980 | 0.7733 |
276
- | No log | 10.7143 | 450 | 0.6208 | 0.4097 | 0.6208 | 0.7879 |
277
- | No log | 10.7619 | 452 | 0.6199 | 0.3967 | 0.6199 | 0.7874 |
278
- | No log | 10.8095 | 454 | 0.5815 | 0.4392 | 0.5815 | 0.7626 |
279
- | No log | 10.8571 | 456 | 0.5907 | 0.4689 | 0.5907 | 0.7686 |
280
- | No log | 10.9048 | 458 | 0.6315 | 0.4923 | 0.6315 | 0.7947 |
281
- | No log | 10.9524 | 460 | 0.6136 | 0.4923 | 0.6136 | 0.7833 |
282
- | No log | 11.0 | 462 | 0.6081 | 0.5333 | 0.6081 | 0.7798 |
283
- | No log | 11.0476 | 464 | 0.6955 | 0.4161 | 0.6955 | 0.8340 |
284
- | No log | 11.0952 | 466 | 0.8121 | 0.4194 | 0.8121 | 0.9012 |
285
- | No log | 11.1429 | 468 | 0.7395 | 0.4467 | 0.7395 | 0.8599 |
286
- | No log | 11.1905 | 470 | 0.6306 | 0.4481 | 0.6306 | 0.7941 |
287
- | No log | 11.2381 | 472 | 0.6968 | 0.4872 | 0.6968 | 0.8348 |
288
- | No log | 11.2857 | 474 | 0.8771 | 0.4769 | 0.8771 | 0.9365 |
289
- | No log | 11.3333 | 476 | 0.9135 | 0.4176 | 0.9135 | 0.9558 |
290
- | No log | 11.3810 | 478 | 0.7836 | 0.4736 | 0.7836 | 0.8852 |
291
- | No log | 11.4286 | 480 | 0.6315 | 0.4531 | 0.6315 | 0.7947 |
292
- | No log | 11.4762 | 482 | 0.5979 | 0.4524 | 0.5979 | 0.7733 |
293
- | No log | 11.5238 | 484 | 0.5992 | 0.4870 | 0.5992 | 0.7741 |
294
- | No log | 11.5714 | 486 | 0.6061 | 0.4962 | 0.6061 | 0.7785 |
295
- | No log | 11.6190 | 488 | 0.6249 | 0.4979 | 0.6249 | 0.7905 |
296
- | No log | 11.6667 | 490 | 0.6277 | 0.5125 | 0.6277 | 0.7923 |
297
- | No log | 11.7143 | 492 | 0.6143 | 0.4262 | 0.6143 | 0.7838 |
298
- | No log | 11.7619 | 494 | 0.6059 | 0.4514 | 0.6059 | 0.7784 |
299
- | No log | 11.8095 | 496 | 0.5940 | 0.4867 | 0.5940 | 0.7707 |
300
- | No log | 11.8571 | 498 | 0.5990 | 0.4147 | 0.5990 | 0.7740 |
301
- | 0.3745 | 11.9048 | 500 | 0.6129 | 0.3902 | 0.6129 | 0.7829 |
302
- | 0.3745 | 11.9524 | 502 | 0.6035 | 0.3957 | 0.6035 | 0.7769 |
303
- | 0.3745 | 12.0 | 504 | 0.6067 | 0.3894 | 0.6067 | 0.7789 |
304
- | 0.3745 | 12.0476 | 506 | 0.6086 | 0.4244 | 0.6086 | 0.7801 |
305
- | 0.3745 | 12.0952 | 508 | 0.6177 | 0.4126 | 0.6177 | 0.7859 |
306
- | 0.3745 | 12.1429 | 510 | 0.6240 | 0.3911 | 0.6240 | 0.7899 |
307
- | 0.3745 | 12.1905 | 512 | 0.5981 | 0.4030 | 0.5981 | 0.7734 |
308
- | 0.3745 | 12.2381 | 514 | 0.5774 | 0.4244 | 0.5774 | 0.7599 |
309
- | 0.3745 | 12.2857 | 516 | 0.5930 | 0.5259 | 0.5930 | 0.7700 |
310
- | 0.3745 | 12.3333 | 518 | 0.5946 | 0.5014 | 0.5946 | 0.7711 |
311
- | 0.3745 | 12.3810 | 520 | 0.5850 | 0.5044 | 0.5850 | 0.7648 |
312
- | 0.3745 | 12.4286 | 522 | 0.5747 | 0.4345 | 0.5747 | 0.7581 |
313
- | 0.3745 | 12.4762 | 524 | 0.5884 | 0.4092 | 0.5884 | 0.7671 |
314
- | 0.3745 | 12.5238 | 526 | 0.5951 | 0.4219 | 0.5951 | 0.7714 |
315
- | 0.3745 | 12.5714 | 528 | 0.5903 | 0.4610 | 0.5903 | 0.7683 |
316
- | 0.3745 | 12.6190 | 530 | 0.6087 | 0.5341 | 0.6087 | 0.7802 |
317
- | 0.3745 | 12.6667 | 532 | 0.6237 | 0.5661 | 0.6237 | 0.7897 |
318
- | 0.3745 | 12.7143 | 534 | 0.6191 | 0.5253 | 0.6191 | 0.7869 |
319
- | 0.3745 | 12.7619 | 536 | 0.6132 | 0.5206 | 0.6132 | 0.7831 |
320
- | 0.3745 | 12.8095 | 538 | 0.6195 | 0.5668 | 0.6195 | 0.7871 |
321
- | 0.3745 | 12.8571 | 540 | 0.6216 | 0.5444 | 0.6216 | 0.7884 |
322
- | 0.3745 | 12.9048 | 542 | 0.6306 | 0.5459 | 0.6306 | 0.7941 |
323
- | 0.3745 | 12.9524 | 544 | 0.6340 | 0.5382 | 0.6340 | 0.7963 |
324
- | 0.3745 | 13.0 | 546 | 0.6434 | 0.5382 | 0.6434 | 0.8021 |
325
- | 0.3745 | 13.0476 | 548 | 0.6793 | 0.5278 | 0.6793 | 0.8242 |
326
- | 0.3745 | 13.0952 | 550 | 0.6740 | 0.5278 | 0.6740 | 0.8210 |
327
- | 0.3745 | 13.1429 | 552 | 0.6301 | 0.5012 | 0.6301 | 0.7938 |
328
- | 0.3745 | 13.1905 | 554 | 0.6105 | 0.4586 | 0.6105 | 0.7813 |
329
- | 0.3745 | 13.2381 | 556 | 0.6241 | 0.4251 | 0.6241 | 0.7900 |
330
- | 0.3745 | 13.2857 | 558 | 0.6073 | 0.4402 | 0.6073 | 0.7793 |
331
- | 0.3745 | 13.3333 | 560 | 0.6048 | 0.5071 | 0.6048 | 0.7777 |
332
- | 0.3745 | 13.3810 | 562 | 0.6536 | 0.5071 | 0.6536 | 0.8085 |
333
- | 0.3745 | 13.4286 | 564 | 0.7120 | 0.4668 | 0.7120 | 0.8438 |
334
- | 0.3745 | 13.4762 | 566 | 0.6975 | 0.4697 | 0.6975 | 0.8352 |
335
- | 0.3745 | 13.5238 | 568 | 0.6353 | 0.5090 | 0.6353 | 0.7971 |
336
- | 0.3745 | 13.5714 | 570 | 0.6246 | 0.5483 | 0.6246 | 0.7903 |
337
- | 0.3745 | 13.6190 | 572 | 0.6354 | 0.5689 | 0.6354 | 0.7971 |
338
- | 0.3745 | 13.6667 | 574 | 0.7005 | 0.5220 | 0.7005 | 0.8370 |
339
- | 0.3745 | 13.7143 | 576 | 0.7486 | 0.4926 | 0.7486 | 0.8652 |
340
- | 0.3745 | 13.7619 | 578 | 0.7000 | 0.5114 | 0.7000 | 0.8367 |
341
- | 0.3745 | 13.8095 | 580 | 0.6282 | 0.5253 | 0.6282 | 0.7926 |
342
- | 0.3745 | 13.8571 | 582 | 0.6161 | 0.5164 | 0.6161 | 0.7849 |
343
- | 0.3745 | 13.9048 | 584 | 0.6269 | 0.5343 | 0.6269 | 0.7917 |
344
- | 0.3745 | 13.9524 | 586 | 0.6140 | 0.5327 | 0.6140 | 0.7836 |
345
- | 0.3745 | 14.0 | 588 | 0.6087 | 0.5231 | 0.6087 | 0.7802 |
346
- | 0.3745 | 14.0476 | 590 | 0.5865 | 0.5415 | 0.5865 | 0.7658 |
347
- | 0.3745 | 14.0952 | 592 | 0.5762 | 0.4650 | 0.5762 | 0.7591 |
348
- | 0.3745 | 14.1429 | 594 | 0.5791 | 0.5302 | 0.5791 | 0.7610 |
349
- | 0.3745 | 14.1905 | 596 | 0.5773 | 0.4740 | 0.5773 | 0.7598 |
350
- | 0.3745 | 14.2381 | 598 | 0.5845 | 0.4302 | 0.5845 | 0.7645 |
351
- | 0.3745 | 14.2857 | 600 | 0.5939 | 0.4012 | 0.5939 | 0.7706 |
352
- | 0.3745 | 14.3333 | 602 | 0.5984 | 0.4170 | 0.5984 | 0.7736 |
353
- | 0.3745 | 14.3810 | 604 | 0.5971 | 0.4963 | 0.5971 | 0.7727 |
354
- | 0.3745 | 14.4286 | 606 | 0.5970 | 0.5350 | 0.5970 | 0.7726 |
355
- | 0.3745 | 14.4762 | 608 | 0.6061 | 0.5259 | 0.6061 | 0.7785 |
356
- | 0.3745 | 14.5238 | 610 | 0.6119 | 0.4984 | 0.6119 | 0.7822 |
357
- | 0.3745 | 14.5714 | 612 | 0.6164 | 0.4984 | 0.6164 | 0.7851 |
358
- | 0.3745 | 14.6190 | 614 | 0.5931 | 0.4859 | 0.5931 | 0.7701 |
359
- | 0.3745 | 14.6667 | 616 | 0.5877 | 0.4638 | 0.5877 | 0.7666 |
360
- | 0.3745 | 14.7143 | 618 | 0.5910 | 0.4801 | 0.5910 | 0.7688 |
361
- | 0.3745 | 14.7619 | 620 | 0.5953 | 0.5165 | 0.5953 | 0.7715 |
362
- | 0.3745 | 14.8095 | 622 | 0.5877 | 0.4650 | 0.5877 | 0.7666 |
363
- | 0.3745 | 14.8571 | 624 | 0.5877 | 0.4648 | 0.5877 | 0.7666 |
364
- | 0.3745 | 14.9048 | 626 | 0.5948 | 0.4677 | 0.5948 | 0.7712 |
365
- | 0.3745 | 14.9524 | 628 | 0.5947 | 0.4677 | 0.5947 | 0.7711 |
366
- | 0.3745 | 15.0 | 630 | 0.5880 | 0.4877 | 0.5880 | 0.7668 |
367
- | 0.3745 | 15.0476 | 632 | 0.5960 | 0.4465 | 0.5960 | 0.7720 |
368
- | 0.3745 | 15.0952 | 634 | 0.6135 | 0.4934 | 0.6135 | 0.7833 |
369
- | 0.3745 | 15.1429 | 636 | 0.6369 | 0.5083 | 0.6369 | 0.7981 |
370
- | 0.3745 | 15.1905 | 638 | 0.6357 | 0.5111 | 0.6357 | 0.7973 |
371
- | 0.3745 | 15.2381 | 640 | 0.6091 | 0.5248 | 0.6091 | 0.7804 |
372
- | 0.3745 | 15.2857 | 642 | 0.5974 | 0.4887 | 0.5974 | 0.7729 |
373
- | 0.3745 | 15.3333 | 644 | 0.6151 | 0.4997 | 0.6151 | 0.7843 |
374
- | 0.3745 | 15.3810 | 646 | 0.6083 | 0.4759 | 0.6083 | 0.7799 |
375
- | 0.3745 | 15.4286 | 648 | 0.6398 | 0.5703 | 0.6398 | 0.7998 |
376
- | 0.3745 | 15.4762 | 650 | 0.6780 | 0.5524 | 0.6780 | 0.8234 |
377
- | 0.3745 | 15.5238 | 652 | 0.7010 | 0.5319 | 0.7010 | 0.8373 |
378
- | 0.3745 | 15.5714 | 654 | 0.6550 | 0.5317 | 0.6550 | 0.8093 |
379
- | 0.3745 | 15.6190 | 656 | 0.5983 | 0.5048 | 0.5983 | 0.7735 |
380
- | 0.3745 | 15.6667 | 658 | 0.5939 | 0.5215 | 0.5939 | 0.7706 |
381
- | 0.3745 | 15.7143 | 660 | 0.5924 | 0.5106 | 0.5924 | 0.7697 |
382
- | 0.3745 | 15.7619 | 662 | 0.6023 | 0.5186 | 0.6023 | 0.7761 |
383
- | 0.3745 | 15.8095 | 664 | 0.6150 | 0.5234 | 0.6150 | 0.7842 |
384
- | 0.3745 | 15.8571 | 666 | 0.6067 | 0.5080 | 0.6067 | 0.7789 |
385
- | 0.3745 | 15.9048 | 668 | 0.5852 | 0.5230 | 0.5852 | 0.7650 |
386
- | 0.3745 | 15.9524 | 670 | 0.5843 | 0.5396 | 0.5843 | 0.7644 |
387
- | 0.3745 | 16.0 | 672 | 0.6043 | 0.5269 | 0.6043 | 0.7773 |
388
- | 0.3745 | 16.0476 | 674 | 0.6067 | 0.5128 | 0.6067 | 0.7789 |
389
- | 0.3745 | 16.0952 | 676 | 0.5998 | 0.5373 | 0.5998 | 0.7745 |
390
- | 0.3745 | 16.1429 | 678 | 0.6024 | 0.5112 | 0.6024 | 0.7761 |
391
- | 0.3745 | 16.1905 | 680 | 0.6232 | 0.4790 | 0.6232 | 0.7894 |
392
- | 0.3745 | 16.2381 | 682 | 0.6288 | 0.3910 | 0.6288 | 0.7929 |
393
- | 0.3745 | 16.2857 | 684 | 0.6161 | 0.4062 | 0.6160 | 0.7849 |
394
- | 0.3745 | 16.3333 | 686 | 0.5921 | 0.5119 | 0.5921 | 0.7695 |
395
- | 0.3745 | 16.3810 | 688 | 0.5892 | 0.5440 | 0.5892 | 0.7676 |
396
- | 0.3745 | 16.4286 | 690 | 0.5972 | 0.5152 | 0.5972 | 0.7728 |
397
- | 0.3745 | 16.4762 | 692 | 0.6035 | 0.4998 | 0.6035 | 0.7769 |
398
- | 0.3745 | 16.5238 | 694 | 0.6137 | 0.4526 | 0.6137 | 0.7834 |
399
- | 0.3745 | 16.5714 | 696 | 0.5981 | 0.5011 | 0.5981 | 0.7734 |
400
- | 0.3745 | 16.6190 | 698 | 0.5945 | 0.5302 | 0.5945 | 0.7710 |
401
- | 0.3745 | 16.6667 | 700 | 0.6151 | 0.5180 | 0.6151 | 0.7843 |
402
- | 0.3745 | 16.7143 | 702 | 0.6253 | 0.5137 | 0.6253 | 0.7908 |
403
- | 0.3745 | 16.7619 | 704 | 0.6106 | 0.5196 | 0.6106 | 0.7814 |
404
- | 0.3745 | 16.8095 | 706 | 0.6089 | 0.5256 | 0.6089 | 0.7803 |
405
- | 0.3745 | 16.8571 | 708 | 0.6109 | 0.5069 | 0.6109 | 0.7816 |
406
- | 0.3745 | 16.9048 | 710 | 0.6121 | 0.4802 | 0.6121 | 0.7824 |
407
- | 0.3745 | 16.9524 | 712 | 0.6208 | 0.5238 | 0.6208 | 0.7879 |
408
- | 0.3745 | 17.0 | 714 | 0.6404 | 0.4999 | 0.6404 | 0.8003 |
409
- | 0.3745 | 17.0476 | 716 | 0.6467 | 0.4902 | 0.6467 | 0.8042 |
410
- | 0.3745 | 17.0952 | 718 | 0.6367 | 0.5180 | 0.6367 | 0.7980 |
411
- | 0.3745 | 17.1429 | 720 | 0.6272 | 0.5209 | 0.6272 | 0.7920 |
412
- | 0.3745 | 17.1905 | 722 | 0.6288 | 0.4991 | 0.6288 | 0.7930 |
413
- | 0.3745 | 17.2381 | 724 | 0.6404 | 0.4862 | 0.6404 | 0.8003 |
414
- | 0.3745 | 17.2857 | 726 | 0.6317 | 0.5276 | 0.6317 | 0.7948 |
415
- | 0.3745 | 17.3333 | 728 | 0.6285 | 0.4935 | 0.6285 | 0.7928 |
416
- | 0.3745 | 17.3810 | 730 | 0.6251 | 0.4998 | 0.6251 | 0.7906 |
417
- | 0.3745 | 17.4286 | 732 | 0.6198 | 0.4998 | 0.6198 | 0.7873 |
418
- | 0.3745 | 17.4762 | 734 | 0.6250 | 0.4877 | 0.6250 | 0.7906 |
419
- | 0.3745 | 17.5238 | 736 | 0.6267 | 0.5209 | 0.6267 | 0.7916 |
420
- | 0.3745 | 17.5714 | 738 | 0.6200 | 0.5209 | 0.6200 | 0.7874 |
421
- | 0.3745 | 17.6190 | 740 | 0.6125 | 0.5209 | 0.6125 | 0.7826 |
422
- | 0.3745 | 17.6667 | 742 | 0.6039 | 0.4860 | 0.6039 | 0.7771 |
423
- | 0.3745 | 17.7143 | 744 | 0.6022 | 0.5063 | 0.6022 | 0.7760 |
424
- | 0.3745 | 17.7619 | 746 | 0.6010 | 0.4977 | 0.6010 | 0.7752 |
425
- | 0.3745 | 17.8095 | 748 | 0.6075 | 0.4178 | 0.6075 | 0.7794 |
426
- | 0.3745 | 17.8571 | 750 | 0.6063 | 0.4937 | 0.6063 | 0.7786 |
427
- | 0.3745 | 17.9048 | 752 | 0.6152 | 0.5312 | 0.6152 | 0.7843 |
428
- | 0.3745 | 17.9524 | 754 | 0.6309 | 0.5214 | 0.6309 | 0.7943 |
429
- | 0.3745 | 18.0 | 756 | 0.6062 | 0.4785 | 0.6062 | 0.7786 |
430
- | 0.3745 | 18.0476 | 758 | 0.6081 | 0.4788 | 0.6081 | 0.7798 |
431
- | 0.3745 | 18.0952 | 760 | 0.6457 | 0.4417 | 0.6457 | 0.8036 |
432
- | 0.3745 | 18.1429 | 762 | 0.6420 | 0.3848 | 0.6420 | 0.8013 |
433
- | 0.3745 | 18.1905 | 764 | 0.5996 | 0.4032 | 0.5996 | 0.7743 |
434
- | 0.3745 | 18.2381 | 766 | 0.5913 | 0.4749 | 0.5913 | 0.7689 |
435
- | 0.3745 | 18.2857 | 768 | 0.6193 | 0.4830 | 0.6193 | 0.7869 |
436
- | 0.3745 | 18.3333 | 770 | 0.6355 | 0.4870 | 0.6355 | 0.7972 |
437
- | 0.3745 | 18.3810 | 772 | 0.6189 | 0.4570 | 0.6189 | 0.7867 |
438
- | 0.3745 | 18.4286 | 774 | 0.6167 | 0.4570 | 0.6167 | 0.7853 |
439
- | 0.3745 | 18.4762 | 776 | 0.6026 | 0.4607 | 0.6026 | 0.7763 |
440
- | 0.3745 | 18.5238 | 778 | 0.6071 | 0.3796 | 0.6071 | 0.7792 |
441
- | 0.3745 | 18.5714 | 780 | 0.6041 | 0.4393 | 0.6041 | 0.7772 |
442
- | 0.3745 | 18.6190 | 782 | 0.6115 | 0.4570 | 0.6115 | 0.7820 |
443
- | 0.3745 | 18.6667 | 784 | 0.6143 | 0.4795 | 0.6143 | 0.7837 |
444
- | 0.3745 | 18.7143 | 786 | 0.6026 | 0.4514 | 0.6026 | 0.7763 |
445
- | 0.3745 | 18.7619 | 788 | 0.5996 | 0.3979 | 0.5996 | 0.7743 |
446
- | 0.3745 | 18.8095 | 790 | 0.6011 | 0.4057 | 0.6011 | 0.7753 |
447
- | 0.3745 | 18.8571 | 792 | 0.5964 | 0.4242 | 0.5964 | 0.7723 |
448
- | 0.3745 | 18.9048 | 794 | 0.5997 | 0.4417 | 0.5997 | 0.7744 |
449
- | 0.3745 | 18.9524 | 796 | 0.6368 | 0.4799 | 0.6368 | 0.7980 |
450
- | 0.3745 | 19.0 | 798 | 0.6893 | 0.5269 | 0.6893 | 0.8302 |
451
- | 0.3745 | 19.0476 | 800 | 0.6977 | 0.5280 | 0.6977 | 0.8353 |
452
- | 0.3745 | 19.0952 | 802 | 0.6567 | 0.5250 | 0.6567 | 0.8103 |
453
- | 0.3745 | 19.1429 | 804 | 0.6071 | 0.4639 | 0.6071 | 0.7791 |
454
- | 0.3745 | 19.1905 | 806 | 0.5864 | 0.4537 | 0.5864 | 0.7658 |
455
- | 0.3745 | 19.2381 | 808 | 0.5806 | 0.4618 | 0.5806 | 0.7620 |
456
- | 0.3745 | 19.2857 | 810 | 0.5836 | 0.4679 | 0.5836 | 0.7639 |
457
- | 0.3745 | 19.3333 | 812 | 0.6074 | 0.4746 | 0.6074 | 0.7793 |
458
- | 0.3745 | 19.3810 | 814 | 0.6035 | 0.4651 | 0.6035 | 0.7768 |
459
- | 0.3745 | 19.4286 | 816 | 0.5833 | 0.4776 | 0.5833 | 0.7637 |
460
- | 0.3745 | 19.4762 | 818 | 0.5763 | 0.4941 | 0.5763 | 0.7591 |
461
- | 0.3745 | 19.5238 | 820 | 0.5763 | 0.4878 | 0.5763 | 0.7592 |
462
- | 0.3745 | 19.5714 | 822 | 0.5761 | 0.4878 | 0.5761 | 0.7590 |
463
- | 0.3745 | 19.6190 | 824 | 0.5795 | 0.4964 | 0.5795 | 0.7612 |
464
- | 0.3745 | 19.6667 | 826 | 0.5968 | 0.5336 | 0.5968 | 0.7725 |
465
- | 0.3745 | 19.7143 | 828 | 0.6298 | 0.5485 | 0.6298 | 0.7936 |
466
- | 0.3745 | 19.7619 | 830 | 0.6392 | 0.5569 | 0.6392 | 0.7995 |
467
- | 0.3745 | 19.8095 | 832 | 0.6296 | 0.5588 | 0.6296 | 0.7935 |
468
- | 0.3745 | 19.8571 | 834 | 0.5985 | 0.5327 | 0.5985 | 0.7737 |
469
- | 0.3745 | 19.9048 | 836 | 0.5857 | 0.4984 | 0.5857 | 0.7653 |
470
- | 0.3745 | 19.9524 | 838 | 0.5763 | 0.4956 | 0.5763 | 0.7591 |
471
- | 0.3745 | 20.0 | 840 | 0.5789 | 0.5075 | 0.5789 | 0.7609 |
472
- | 0.3745 | 20.0476 | 842 | 0.6050 | 0.4538 | 0.6050 | 0.7778 |
473
- | 0.3745 | 20.0952 | 844 | 0.6160 | 0.4733 | 0.6160 | 0.7849 |
474
- | 0.3745 | 20.1429 | 846 | 0.5994 | 0.4538 | 0.5994 | 0.7742 |
475
- | 0.3745 | 20.1905 | 848 | 0.5759 | 0.4741 | 0.5759 | 0.7589 |
476
- | 0.3745 | 20.2381 | 850 | 0.5730 | 0.4607 | 0.5730 | 0.7570 |
477
- | 0.3745 | 20.2857 | 852 | 0.5742 | 0.4447 | 0.5742 | 0.7577 |
478
- | 0.3745 | 20.3333 | 854 | 0.5757 | 0.4455 | 0.5757 | 0.7587 |
479
- | 0.3745 | 20.3810 | 856 | 0.5796 | 0.4221 | 0.5796 | 0.7613 |
480
- | 0.3745 | 20.4286 | 858 | 0.5768 | 0.4289 | 0.5768 | 0.7595 |
481
- | 0.3745 | 20.4762 | 860 | 0.5831 | 0.4723 | 0.5831 | 0.7636 |
482
- | 0.3745 | 20.5238 | 862 | 0.6211 | 0.4835 | 0.6211 | 0.7881 |
483
- | 0.3745 | 20.5714 | 864 | 0.6589 | 0.4901 | 0.6589 | 0.8117 |
484
- | 0.3745 | 20.6190 | 866 | 0.6592 | 0.4979 | 0.6592 | 0.8119 |
485
- | 0.3745 | 20.6667 | 868 | 0.6200 | 0.5153 | 0.6200 | 0.7874 |
486
- | 0.3745 | 20.7143 | 870 | 0.5984 | 0.4813 | 0.5984 | 0.7736 |
487
- | 0.3745 | 20.7619 | 872 | 0.5960 | 0.4983 | 0.5960 | 0.7720 |
488
- | 0.3745 | 20.8095 | 874 | 0.5953 | 0.4983 | 0.5953 | 0.7715 |
489
- | 0.3745 | 20.8571 | 876 | 0.5915 | 0.4699 | 0.5915 | 0.7691 |
490
- | 0.3745 | 20.9048 | 878 | 0.6151 | 0.5020 | 0.6151 | 0.7843 |
491
- | 0.3745 | 20.9524 | 880 | 0.6326 | 0.5020 | 0.6326 | 0.7954 |
492
- | 0.3745 | 21.0 | 882 | 0.6058 | 0.4733 | 0.6058 | 0.7783 |
493
- | 0.3745 | 21.0476 | 884 | 0.5839 | 0.4977 | 0.5839 | 0.7642 |
494
- | 0.3745 | 21.0952 | 886 | 0.6192 | 0.4614 | 0.6192 | 0.7869 |
495
- | 0.3745 | 21.1429 | 888 | 0.6641 | 0.3557 | 0.6641 | 0.8149 |
496
- | 0.3745 | 21.1905 | 890 | 0.6525 | 0.3618 | 0.6525 | 0.8078 |
497
- | 0.3745 | 21.2381 | 892 | 0.6113 | 0.4368 | 0.6113 | 0.7819 |
498
- | 0.3745 | 21.2857 | 894 | 0.5998 | 0.4399 | 0.5998 | 0.7745 |
499
- | 0.3745 | 21.3333 | 896 | 0.6010 | 0.4772 | 0.6010 | 0.7752 |
500
- | 0.3745 | 21.3810 | 898 | 0.6084 | 0.5063 | 0.6084 | 0.7800 |
501
- | 0.3745 | 21.4286 | 900 | 0.6116 | 0.4737 | 0.6116 | 0.7821 |
502
- | 0.3745 | 21.4762 | 902 | 0.6212 | 0.4368 | 0.6212 | 0.7881 |
503
- | 0.3745 | 21.5238 | 904 | 0.6513 | 0.3794 | 0.6513 | 0.8070 |
504
- | 0.3745 | 21.5714 | 906 | 0.7108 | 0.3700 | 0.7108 | 0.8431 |
505
- | 0.3745 | 21.6190 | 908 | 0.7707 | 0.3874 | 0.7707 | 0.8779 |
506
- | 0.3745 | 21.6667 | 910 | 0.7264 | 0.3830 | 0.7264 | 0.8523 |
507
- | 0.3745 | 21.7143 | 912 | 0.6562 | 0.3298 | 0.6562 | 0.8101 |
508
 
509
 
510
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_task2_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
+ # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_task2_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: 0.6213
19
+ - Qwk: 0.4444
20
+ - Mse: 0.6213
21
+ - Rmse: 0.7882
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0426 | 2 | 4.2940 | -0.0240 | 4.2940 | 2.0722 |
53
+ | No log | 0.0851 | 4 | 2.1996 | 0.0227 | 2.1996 | 1.4831 |
54
+ | No log | 0.1277 | 6 | 1.2778 | 0.0361 | 1.2778 | 1.1304 |
55
+ | No log | 0.1702 | 8 | 1.0320 | 0.0128 | 1.0320 | 1.0159 |
56
+ | No log | 0.2128 | 10 | 0.8502 | 0.1833 | 0.8502 | 0.9221 |
57
+ | No log | 0.2553 | 12 | 0.7788 | 0.1140 | 0.7788 | 0.8825 |
58
+ | No log | 0.2979 | 14 | 0.9022 | 0.1321 | 0.9022 | 0.9499 |
59
+ | No log | 0.3404 | 16 | 1.2240 | 0.0 | 1.2240 | 1.1063 |
60
+ | No log | 0.3830 | 18 | 1.1183 | 0.0205 | 1.1183 | 1.0575 |
61
+ | No log | 0.4255 | 20 | 1.1744 | -0.0116 | 1.1744 | 1.0837 |
62
+ | No log | 0.4681 | 22 | 1.1505 | -0.0175 | 1.1505 | 1.0726 |
63
+ | No log | 0.5106 | 24 | 0.9106 | 0.2267 | 0.9106 | 0.9542 |
64
+ | No log | 0.5532 | 26 | 0.8668 | 0.2267 | 0.8668 | 0.9310 |
65
+ | No log | 0.5957 | 28 | 0.8445 | 0.2859 | 0.8445 | 0.9190 |
66
+ | No log | 0.6383 | 30 | 0.8508 | 0.2267 | 0.8508 | 0.9224 |
67
+ | No log | 0.6809 | 32 | 0.8025 | 0.3140 | 0.8025 | 0.8958 |
68
+ | No log | 0.7234 | 34 | 0.7830 | 0.3096 | 0.7830 | 0.8849 |
69
+ | No log | 0.7660 | 36 | 0.7781 | 0.3030 | 0.7781 | 0.8821 |
70
+ | No log | 0.8085 | 38 | 0.8751 | 0.2075 | 0.8751 | 0.9354 |
71
+ | No log | 0.8511 | 40 | 0.8501 | 0.2122 | 0.8501 | 0.9220 |
72
+ | No log | 0.8936 | 42 | 0.8445 | 0.2122 | 0.8445 | 0.9190 |
73
+ | No log | 0.9362 | 44 | 1.0070 | 0.1996 | 1.0070 | 1.0035 |
74
+ | No log | 0.9787 | 46 | 0.9945 | 0.1892 | 0.9945 | 0.9972 |
75
+ | No log | 1.0213 | 48 | 0.8695 | 0.2583 | 0.8695 | 0.9325 |
76
+ | No log | 1.0638 | 50 | 0.8173 | 0.3139 | 0.8173 | 0.9040 |
77
+ | No log | 1.1064 | 52 | 0.8032 | 0.3117 | 0.8032 | 0.8962 |
78
+ | No log | 1.1489 | 54 | 0.8043 | 0.3011 | 0.8043 | 0.8968 |
79
+ | No log | 1.1915 | 56 | 0.8232 | 0.2927 | 0.8232 | 0.9073 |
80
+ | No log | 1.2340 | 58 | 0.8785 | 0.1676 | 0.8785 | 0.9373 |
81
+ | No log | 1.2766 | 60 | 0.9037 | 0.1242 | 0.9037 | 0.9506 |
82
+ | No log | 1.3191 | 62 | 0.9784 | 0.1135 | 0.9784 | 0.9891 |
83
+ | No log | 1.3617 | 64 | 0.9726 | 0.1132 | 0.9726 | 0.9862 |
84
+ | No log | 1.4043 | 66 | 1.0216 | 0.0924 | 1.0216 | 1.0107 |
85
+ | No log | 1.4468 | 68 | 1.0131 | 0.1334 | 1.0131 | 1.0065 |
86
+ | No log | 1.4894 | 70 | 0.8271 | 0.2545 | 0.8271 | 0.9094 |
87
+ | No log | 1.5319 | 72 | 0.6669 | 0.4179 | 0.6669 | 0.8166 |
88
+ | No log | 1.5745 | 74 | 0.6350 | 0.4824 | 0.6350 | 0.7969 |
89
+ | No log | 1.6170 | 76 | 0.6680 | 0.4692 | 0.6680 | 0.8173 |
90
+ | No log | 1.6596 | 78 | 0.7392 | 0.3954 | 0.7392 | 0.8598 |
91
+ | No log | 1.7021 | 80 | 0.8193 | 0.3283 | 0.8193 | 0.9051 |
92
+ | No log | 1.7447 | 82 | 0.7965 | 0.3587 | 0.7965 | 0.8925 |
93
+ | No log | 1.7872 | 84 | 0.7277 | 0.4263 | 0.7277 | 0.8531 |
94
+ | No log | 1.8298 | 86 | 0.5967 | 0.4626 | 0.5967 | 0.7724 |
95
+ | No log | 1.8723 | 88 | 0.5653 | 0.5027 | 0.5653 | 0.7518 |
96
+ | No log | 1.9149 | 90 | 0.5731 | 0.4289 | 0.5731 | 0.7570 |
97
+ | No log | 1.9574 | 92 | 0.5826 | 0.4513 | 0.5826 | 0.7633 |
98
+ | No log | 2.0 | 94 | 0.6307 | 0.4496 | 0.6307 | 0.7942 |
99
+ | No log | 2.0426 | 96 | 0.5992 | 0.4740 | 0.5992 | 0.7741 |
100
+ | No log | 2.0851 | 98 | 0.5744 | 0.5391 | 0.5744 | 0.7579 |
101
+ | No log | 2.1277 | 100 | 0.5764 | 0.5329 | 0.5764 | 0.7592 |
102
+ | No log | 2.1702 | 102 | 0.6227 | 0.5247 | 0.6227 | 0.7891 |
103
+ | No log | 2.2128 | 104 | 0.6920 | 0.5112 | 0.6920 | 0.8318 |
104
+ | No log | 2.2553 | 106 | 0.6959 | 0.4867 | 0.6959 | 0.8342 |
105
+ | No log | 2.2979 | 108 | 0.6371 | 0.5500 | 0.6371 | 0.7982 |
106
+ | No log | 2.3404 | 110 | 0.6623 | 0.5496 | 0.6623 | 0.8138 |
107
+ | No log | 2.3830 | 112 | 0.6392 | 0.5341 | 0.6392 | 0.7995 |
108
+ | No log | 2.4255 | 114 | 0.5962 | 0.5209 | 0.5962 | 0.7721 |
109
+ | No log | 2.4681 | 116 | 0.6419 | 0.4754 | 0.6419 | 0.8012 |
110
+ | No log | 2.5106 | 118 | 0.9088 | 0.3408 | 0.9088 | 0.9533 |
111
+ | No log | 2.5532 | 120 | 0.9332 | 0.3079 | 0.9332 | 0.9660 |
112
+ | No log | 2.5957 | 122 | 0.6915 | 0.4406 | 0.6915 | 0.8316 |
113
+ | No log | 2.6383 | 124 | 0.6043 | 0.4878 | 0.6043 | 0.7774 |
114
+ | No log | 2.6809 | 126 | 0.6338 | 0.5236 | 0.6338 | 0.7961 |
115
+ | No log | 2.7234 | 128 | 0.6292 | 0.5100 | 0.6292 | 0.7932 |
116
+ | No log | 2.7660 | 130 | 0.7555 | 0.4949 | 0.7555 | 0.8692 |
117
+ | No log | 2.8085 | 132 | 0.7946 | 0.4303 | 0.7946 | 0.8914 |
118
+ | No log | 2.8511 | 134 | 0.8824 | 0.4106 | 0.8824 | 0.9394 |
119
+ | No log | 2.8936 | 136 | 0.7224 | 0.5303 | 0.7224 | 0.8499 |
120
+ | No log | 2.9362 | 138 | 0.6603 | 0.5296 | 0.6603 | 0.8126 |
121
+ | No log | 2.9787 | 140 | 0.6367 | 0.4750 | 0.6367 | 0.7979 |
122
+ | No log | 3.0213 | 142 | 0.6185 | 0.4349 | 0.6185 | 0.7865 |
123
+ | No log | 3.0638 | 144 | 0.6285 | 0.4469 | 0.6285 | 0.7928 |
124
+ | No log | 3.1064 | 146 | 0.6611 | 0.4308 | 0.6611 | 0.8131 |
125
+ | No log | 3.1489 | 148 | 0.5928 | 0.5148 | 0.5928 | 0.7699 |
126
+ | No log | 3.1915 | 150 | 0.6401 | 0.4424 | 0.6401 | 0.8001 |
127
+ | No log | 3.2340 | 152 | 0.7774 | 0.4081 | 0.7774 | 0.8817 |
128
+ | No log | 3.2766 | 154 | 0.8070 | 0.4264 | 0.8070 | 0.8984 |
129
+ | No log | 3.3191 | 156 | 0.6427 | 0.4792 | 0.6427 | 0.8017 |
130
+ | No log | 3.3617 | 158 | 0.6283 | 0.5356 | 0.6283 | 0.7927 |
131
+ | No log | 3.4043 | 160 | 0.7900 | 0.4222 | 0.7900 | 0.8888 |
132
+ | No log | 3.4468 | 162 | 0.8019 | 0.4475 | 0.8019 | 0.8955 |
133
+ | No log | 3.4894 | 164 | 0.6526 | 0.5080 | 0.6526 | 0.8078 |
134
+ | No log | 3.5319 | 166 | 0.6230 | 0.5040 | 0.6230 | 0.7893 |
135
+ | No log | 3.5745 | 168 | 0.6512 | 0.4954 | 0.6512 | 0.8070 |
136
+ | No log | 3.6170 | 170 | 0.6245 | 0.5393 | 0.6245 | 0.7902 |
137
+ | No log | 3.6596 | 172 | 0.7220 | 0.4666 | 0.7220 | 0.8497 |
138
+ | No log | 3.7021 | 174 | 0.7629 | 0.5038 | 0.7629 | 0.8734 |
139
+ | No log | 3.7447 | 176 | 0.6632 | 0.5237 | 0.6632 | 0.8143 |
140
+ | No log | 3.7872 | 178 | 0.6519 | 0.5507 | 0.6519 | 0.8074 |
141
+ | No log | 3.8298 | 180 | 0.6577 | 0.5724 | 0.6577 | 0.8110 |
142
+ | No log | 3.8723 | 182 | 0.6961 | 0.4755 | 0.6961 | 0.8343 |
143
+ | No log | 3.9149 | 184 | 0.7599 | 0.4208 | 0.7599 | 0.8717 |
144
+ | No log | 3.9574 | 186 | 0.6826 | 0.4795 | 0.6826 | 0.8262 |
145
+ | No log | 4.0 | 188 | 0.6551 | 0.5126 | 0.6551 | 0.8094 |
146
+ | No log | 4.0426 | 190 | 0.6879 | 0.4965 | 0.6879 | 0.8294 |
147
+ | No log | 4.0851 | 192 | 0.6716 | 0.5069 | 0.6716 | 0.8195 |
148
+ | No log | 4.1277 | 194 | 0.6580 | 0.5147 | 0.6580 | 0.8112 |
149
+ | No log | 4.1702 | 196 | 0.6823 | 0.4889 | 0.6823 | 0.8260 |
150
+ | No log | 4.2128 | 198 | 0.6661 | 0.4635 | 0.6661 | 0.8162 |
151
+ | No log | 4.2553 | 200 | 0.6743 | 0.4736 | 0.6743 | 0.8212 |
152
+ | No log | 4.2979 | 202 | 0.6815 | 0.4603 | 0.6815 | 0.8255 |
153
+ | No log | 4.3404 | 204 | 0.6583 | 0.4576 | 0.6583 | 0.8114 |
154
+ | No log | 4.3830 | 206 | 0.6719 | 0.4334 | 0.6719 | 0.8197 |
155
+ | No log | 4.4255 | 208 | 0.6611 | 0.4351 | 0.6611 | 0.8131 |
156
+ | No log | 4.4681 | 210 | 0.6340 | 0.3933 | 0.6340 | 0.7963 |
157
+ | No log | 4.5106 | 212 | 0.6526 | 0.4520 | 0.6526 | 0.8078 |
158
+ | No log | 4.5532 | 214 | 0.6503 | 0.4612 | 0.6503 | 0.8064 |
159
+ | No log | 4.5957 | 216 | 0.6093 | 0.4212 | 0.6093 | 0.7806 |
160
+ | No log | 4.6383 | 218 | 0.6457 | 0.3569 | 0.6457 | 0.8036 |
161
+ | No log | 4.6809 | 220 | 0.7381 | 0.3397 | 0.7381 | 0.8592 |
162
+ | No log | 4.7234 | 222 | 0.7279 | 0.2695 | 0.7279 | 0.8532 |
163
+ | No log | 4.7660 | 224 | 0.6895 | 0.2732 | 0.6895 | 0.8304 |
164
+ | No log | 4.8085 | 226 | 0.6398 | 0.3205 | 0.6398 | 0.7999 |
165
+ | No log | 4.8511 | 228 | 0.6535 | 0.4411 | 0.6535 | 0.8084 |
166
+ | No log | 4.8936 | 230 | 0.7089 | 0.4110 | 0.7089 | 0.8419 |
167
+ | No log | 4.9362 | 232 | 0.7972 | 0.3999 | 0.7972 | 0.8929 |
168
+ | No log | 4.9787 | 234 | 0.7253 | 0.4337 | 0.7253 | 0.8517 |
169
+ | No log | 5.0213 | 236 | 0.6180 | 0.4223 | 0.6180 | 0.7861 |
170
+ | No log | 5.0638 | 238 | 0.5938 | 0.4659 | 0.5938 | 0.7706 |
171
+ | No log | 5.1064 | 240 | 0.6197 | 0.4605 | 0.6197 | 0.7872 |
172
+ | No log | 5.1489 | 242 | 0.6194 | 0.4605 | 0.6194 | 0.7870 |
173
+ | No log | 5.1915 | 244 | 0.5857 | 0.5109 | 0.5857 | 0.7653 |
174
+ | No log | 5.2340 | 246 | 0.6318 | 0.4835 | 0.6318 | 0.7949 |
175
+ | No log | 5.2766 | 248 | 0.8165 | 0.4475 | 0.8165 | 0.9036 |
176
+ | No log | 5.3191 | 250 | 0.8488 | 0.4539 | 0.8488 | 0.9213 |
177
+ | No log | 5.3617 | 252 | 0.7171 | 0.4820 | 0.7171 | 0.8468 |
178
+ | No log | 5.4043 | 254 | 0.6160 | 0.5243 | 0.6160 | 0.7848 |
179
+ | No log | 5.4468 | 256 | 0.5941 | 0.4788 | 0.5941 | 0.7708 |
180
+ | No log | 5.4894 | 258 | 0.5874 | 0.4489 | 0.5874 | 0.7664 |
181
+ | No log | 5.5319 | 260 | 0.5950 | 0.4805 | 0.5950 | 0.7713 |
182
+ | No log | 5.5745 | 262 | 0.6248 | 0.5176 | 0.6248 | 0.7904 |
183
+ | No log | 5.6170 | 264 | 0.6033 | 0.4537 | 0.6033 | 0.7767 |
184
+ | No log | 5.6596 | 266 | 0.6038 | 0.4888 | 0.6038 | 0.7771 |
185
+ | No log | 5.7021 | 268 | 0.6436 | 0.5170 | 0.6436 | 0.8023 |
186
+ | No log | 5.7447 | 270 | 0.7202 | 0.4411 | 0.7202 | 0.8487 |
187
+ | No log | 5.7872 | 272 | 0.6862 | 0.5093 | 0.6862 | 0.8284 |
188
+ | No log | 5.8298 | 274 | 0.6242 | 0.5074 | 0.6242 | 0.7901 |
189
+ | No log | 5.8723 | 276 | 0.6119 | 0.4960 | 0.6119 | 0.7822 |
190
+ | No log | 5.9149 | 278 | 0.6142 | 0.5048 | 0.6142 | 0.7837 |
191
+ | No log | 5.9574 | 280 | 0.6099 | 0.5201 | 0.6099 | 0.7810 |
192
+ | No log | 6.0 | 282 | 0.6121 | 0.5283 | 0.6121 | 0.7824 |
193
+ | No log | 6.0426 | 284 | 0.6084 | 0.5221 | 0.6084 | 0.7800 |
194
+ | No log | 6.0851 | 286 | 0.5981 | 0.4875 | 0.5981 | 0.7734 |
195
+ | No log | 6.1277 | 288 | 0.5915 | 0.4793 | 0.5915 | 0.7691 |
196
+ | No log | 6.1702 | 290 | 0.5965 | 0.4739 | 0.5965 | 0.7723 |
197
+ | No log | 6.2128 | 292 | 0.5912 | 0.4623 | 0.5912 | 0.7689 |
198
+ | No log | 6.2553 | 294 | 0.5937 | 0.4427 | 0.5937 | 0.7705 |
199
+ | No log | 6.2979 | 296 | 0.6072 | 0.3926 | 0.6072 | 0.7792 |
200
+ | No log | 6.3404 | 298 | 0.6130 | 0.4439 | 0.6130 | 0.7829 |
201
+ | No log | 6.3830 | 300 | 0.6310 | 0.4262 | 0.6310 | 0.7943 |
202
+ | No log | 6.4255 | 302 | 0.6740 | 0.5010 | 0.6740 | 0.8210 |
203
+ | No log | 6.4681 | 304 | 0.6686 | 0.4565 | 0.6686 | 0.8177 |
204
+ | No log | 6.5106 | 306 | 0.6636 | 0.4117 | 0.6636 | 0.8146 |
205
+ | No log | 6.5532 | 308 | 0.7837 | 0.3898 | 0.7837 | 0.8853 |
206
+ | No log | 6.5957 | 310 | 0.8428 | 0.3898 | 0.8428 | 0.9181 |
207
+ | No log | 6.6383 | 312 | 0.8194 | 0.3593 | 0.8194 | 0.9052 |
208
+ | No log | 6.6809 | 314 | 0.7468 | 0.3548 | 0.7468 | 0.8641 |
209
+ | No log | 6.7234 | 316 | 0.6742 | 0.3859 | 0.6742 | 0.8211 |
210
+ | No log | 6.7660 | 318 | 0.6674 | 0.3729 | 0.6674 | 0.8169 |
211
+ | No log | 6.8085 | 320 | 0.6630 | 0.3729 | 0.6630 | 0.8143 |
212
+ | No log | 6.8511 | 322 | 0.6605 | 0.4120 | 0.6605 | 0.8127 |
213
+ | No log | 6.8936 | 324 | 0.6703 | 0.4214 | 0.6703 | 0.8187 |
214
+ | No log | 6.9362 | 326 | 0.6836 | 0.4175 | 0.6836 | 0.8268 |
215
+ | No log | 6.9787 | 328 | 0.6828 | 0.3907 | 0.6828 | 0.8263 |
216
+ | No log | 7.0213 | 330 | 0.6523 | 0.3933 | 0.6523 | 0.8077 |
217
+ | No log | 7.0638 | 332 | 0.6550 | 0.3886 | 0.6550 | 0.8093 |
218
+ | No log | 7.1064 | 334 | 0.6549 | 0.3948 | 0.6549 | 0.8093 |
219
+ | No log | 7.1489 | 336 | 0.6529 | 0.4081 | 0.6529 | 0.8080 |
220
+ | No log | 7.1915 | 338 | 0.6566 | 0.4465 | 0.6566 | 0.8103 |
221
+ | No log | 7.2340 | 340 | 0.6846 | 0.4161 | 0.6846 | 0.8274 |
222
+ | No log | 7.2766 | 342 | 0.6965 | 0.4198 | 0.6965 | 0.8346 |
223
+ | No log | 7.3191 | 344 | 0.7323 | 0.3833 | 0.7323 | 0.8557 |
224
+ | No log | 7.3617 | 346 | 0.7449 | 0.4417 | 0.7449 | 0.8631 |
225
+ | No log | 7.4043 | 348 | 0.6932 | 0.4421 | 0.6932 | 0.8326 |
226
+ | No log | 7.4468 | 350 | 0.6737 | 0.4060 | 0.6737 | 0.8208 |
227
+ | No log | 7.4894 | 352 | 0.6674 | 0.3998 | 0.6674 | 0.8169 |
228
+ | No log | 7.5319 | 354 | 0.6514 | 0.3702 | 0.6514 | 0.8071 |
229
+ | No log | 7.5745 | 356 | 0.6800 | 0.4427 | 0.6800 | 0.8246 |
230
+ | No log | 7.6170 | 358 | 0.6744 | 0.4252 | 0.6744 | 0.8212 |
231
+ | No log | 7.6596 | 360 | 0.6420 | 0.3747 | 0.6420 | 0.8012 |
232
+ | No log | 7.7021 | 362 | 0.6713 | 0.4019 | 0.6713 | 0.8193 |
233
+ | No log | 7.7447 | 364 | 0.7185 | 0.4073 | 0.7185 | 0.8477 |
234
+ | No log | 7.7872 | 366 | 0.7058 | 0.4452 | 0.7058 | 0.8401 |
235
+ | No log | 7.8298 | 368 | 0.6727 | 0.4086 | 0.6727 | 0.8202 |
236
+ | No log | 7.8723 | 370 | 0.6561 | 0.4301 | 0.6561 | 0.8100 |
237
+ | No log | 7.9149 | 372 | 0.6463 | 0.4059 | 0.6463 | 0.8039 |
238
+ | No log | 7.9574 | 374 | 0.6543 | 0.4222 | 0.6543 | 0.8089 |
239
+ | No log | 8.0 | 376 | 0.6514 | 0.4356 | 0.6514 | 0.8071 |
240
+ | No log | 8.0426 | 378 | 0.6386 | 0.4200 | 0.6386 | 0.7991 |
241
+ | No log | 8.0851 | 380 | 0.6377 | 0.4102 | 0.6377 | 0.7986 |
242
+ | No log | 8.1277 | 382 | 0.6420 | 0.4174 | 0.6420 | 0.8012 |
243
+ | No log | 8.1702 | 384 | 0.6478 | 0.4235 | 0.6478 | 0.8049 |
244
+ | No log | 8.2128 | 386 | 0.6430 | 0.4196 | 0.6430 | 0.8018 |
245
+ | No log | 8.2553 | 388 | 0.6428 | 0.4131 | 0.6428 | 0.8017 |
246
+ | No log | 8.2979 | 390 | 0.6408 | 0.4204 | 0.6408 | 0.8005 |
247
+ | No log | 8.3404 | 392 | 0.6376 | 0.3896 | 0.6376 | 0.7985 |
248
+ | No log | 8.3830 | 394 | 0.6531 | 0.3759 | 0.6531 | 0.8081 |
249
+ | No log | 8.4255 | 396 | 0.6525 | 0.3745 | 0.6525 | 0.8078 |
250
+ | No log | 8.4681 | 398 | 0.6423 | 0.3999 | 0.6423 | 0.8015 |
251
+ | No log | 8.5106 | 400 | 0.6461 | 0.3605 | 0.6461 | 0.8038 |
252
+ | No log | 8.5532 | 402 | 0.6515 | 0.3887 | 0.6515 | 0.8072 |
253
+ | No log | 8.5957 | 404 | 0.6564 | 0.4377 | 0.6564 | 0.8102 |
254
+ | No log | 8.6383 | 406 | 0.6439 | 0.4156 | 0.6439 | 0.8024 |
255
+ | No log | 8.6809 | 408 | 0.6479 | 0.3934 | 0.6479 | 0.8049 |
256
+ | No log | 8.7234 | 410 | 0.6524 | 0.4077 | 0.6524 | 0.8077 |
257
+ | No log | 8.7660 | 412 | 0.6384 | 0.3380 | 0.6384 | 0.7990 |
258
+ | No log | 8.8085 | 414 | 0.6404 | 0.3433 | 0.6404 | 0.8002 |
259
+ | No log | 8.8511 | 416 | 0.6395 | 0.3512 | 0.6395 | 0.7997 |
260
+ | No log | 8.8936 | 418 | 0.6516 | 0.4310 | 0.6516 | 0.8072 |
261
+ | No log | 8.9362 | 420 | 0.7281 | 0.4388 | 0.7281 | 0.8533 |
262
+ | No log | 8.9787 | 422 | 0.7658 | 0.4448 | 0.7658 | 0.8751 |
263
+ | No log | 9.0213 | 424 | 0.7172 | 0.4500 | 0.7172 | 0.8469 |
264
+ | No log | 9.0638 | 426 | 0.6581 | 0.5005 | 0.6581 | 0.8113 |
265
+ | No log | 9.1064 | 428 | 0.6660 | 0.4569 | 0.6660 | 0.8161 |
266
+ | No log | 9.1489 | 430 | 0.6670 | 0.4425 | 0.6670 | 0.8167 |
267
+ | No log | 9.1915 | 432 | 0.6637 | 0.4431 | 0.6637 | 0.8147 |
268
+ | No log | 9.2340 | 434 | 0.6683 | 0.4 | 0.6683 | 0.8175 |
269
+ | No log | 9.2766 | 436 | 0.6566 | 0.4573 | 0.6566 | 0.8103 |
270
+ | No log | 9.3191 | 438 | 0.6721 | 0.4 | 0.6721 | 0.8198 |
271
+ | No log | 9.3617 | 440 | 0.7021 | 0.4260 | 0.7021 | 0.8379 |
272
+ | No log | 9.4043 | 442 | 0.7671 | 0.4576 | 0.7671 | 0.8758 |
273
+ | No log | 9.4468 | 444 | 0.7410 | 0.4510 | 0.7410 | 0.8608 |
274
+ | No log | 9.4894 | 446 | 0.7258 | 0.4853 | 0.7258 | 0.8520 |
275
+ | No log | 9.5319 | 448 | 0.7792 | 0.4657 | 0.7792 | 0.8827 |
276
+ | No log | 9.5745 | 450 | 0.7743 | 0.4934 | 0.7743 | 0.8799 |
277
+ | No log | 9.6170 | 452 | 0.7020 | 0.4878 | 0.7020 | 0.8378 |
278
+ | No log | 9.6596 | 454 | 0.6834 | 0.5041 | 0.6834 | 0.8267 |
279
+ | No log | 9.7021 | 456 | 0.6811 | 0.4585 | 0.6811 | 0.8253 |
280
+ | No log | 9.7447 | 458 | 0.6647 | 0.4073 | 0.6647 | 0.8153 |
281
+ | No log | 9.7872 | 460 | 0.6321 | 0.4473 | 0.6321 | 0.7950 |
282
+ | No log | 9.8298 | 462 | 0.6323 | 0.4506 | 0.6323 | 0.7952 |
283
+ | No log | 9.8723 | 464 | 0.6369 | 0.4874 | 0.6369 | 0.7980 |
284
+ | No log | 9.9149 | 466 | 0.6376 | 0.4884 | 0.6376 | 0.7985 |
285
+ | No log | 9.9574 | 468 | 0.6617 | 0.4299 | 0.6617 | 0.8134 |
286
+ | No log | 10.0 | 470 | 0.7284 | 0.4515 | 0.7284 | 0.8535 |
287
+ | No log | 10.0426 | 472 | 0.7610 | 0.4054 | 0.7610 | 0.8723 |
288
+ | No log | 10.0851 | 474 | 0.7008 | 0.4381 | 0.7008 | 0.8371 |
289
+ | No log | 10.1277 | 476 | 0.6399 | 0.4814 | 0.6399 | 0.8000 |
290
+ | No log | 10.1702 | 478 | 0.6454 | 0.5134 | 0.6454 | 0.8034 |
291
+ | No log | 10.2128 | 480 | 0.6372 | 0.5097 | 0.6372 | 0.7983 |
292
+ | No log | 10.2553 | 482 | 0.6360 | 0.4316 | 0.6360 | 0.7975 |
293
+ | No log | 10.2979 | 484 | 0.6688 | 0.4476 | 0.6688 | 0.8178 |
294
+ | No log | 10.3404 | 486 | 0.6582 | 0.4499 | 0.6582 | 0.8113 |
295
+ | No log | 10.3830 | 488 | 0.6250 | 0.4620 | 0.6250 | 0.7905 |
296
+ | No log | 10.4255 | 490 | 0.6398 | 0.4805 | 0.6398 | 0.7999 |
297
+ | No log | 10.4681 | 492 | 0.6849 | 0.4697 | 0.6849 | 0.8276 |
298
+ | No log | 10.5106 | 494 | 0.6891 | 0.4630 | 0.6891 | 0.8301 |
299
+ | No log | 10.5532 | 496 | 0.6436 | 0.5100 | 0.6436 | 0.8023 |
300
+ | No log | 10.5957 | 498 | 0.6317 | 0.4848 | 0.6317 | 0.7948 |
301
+ | 0.3669 | 10.6383 | 500 | 0.6351 | 0.4935 | 0.6351 | 0.7969 |
302
+ | 0.3669 | 10.6809 | 502 | 0.6312 | 0.4859 | 0.6312 | 0.7945 |
303
+ | 0.3669 | 10.7234 | 504 | 0.6223 | 0.4887 | 0.6223 | 0.7889 |
304
+ | 0.3669 | 10.7660 | 506 | 0.6248 | 0.4843 | 0.6248 | 0.7904 |
305
+ | 0.3669 | 10.8085 | 508 | 0.6431 | 0.5193 | 0.6431 | 0.8019 |
306
+ | 0.3669 | 10.8511 | 510 | 0.6311 | 0.5004 | 0.6311 | 0.7944 |
307
+ | 0.3669 | 10.8936 | 512 | 0.6195 | 0.4286 | 0.6195 | 0.7871 |
308
+ | 0.3669 | 10.9362 | 514 | 0.6146 | 0.4506 | 0.6146 | 0.7840 |
309
+ | 0.3669 | 10.9787 | 516 | 0.6136 | 0.4163 | 0.6136 | 0.7834 |
310
+ | 0.3669 | 11.0213 | 518 | 0.6188 | 0.4076 | 0.6188 | 0.7866 |
311
+ | 0.3669 | 11.0638 | 520 | 0.6213 | 0.4444 | 0.6213 | 0.7882 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
  ### Framework versions