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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_task5_organization

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Training in progress, step 500

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  1. README.md +307 -261
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.3845
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- - Qwk: 0.1943
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- - Mse: 1.3845
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- - Rmse: 1.1766
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  ## Model description
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@@ -49,261 +49,307 @@ 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 | 0.0294 | 2 | 3.8963 | -0.0319 | 3.8963 | 1.9739 |
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- | No log | 0.0588 | 4 | 2.2578 | -0.0553 | 2.2578 | 1.5026 |
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- | No log | 0.0882 | 6 | 1.8677 | 0.0008 | 1.8677 | 1.3666 |
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- | No log | 0.1176 | 8 | 1.3260 | 0.2035 | 1.3260 | 1.1515 |
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- | No log | 0.1471 | 10 | 1.3083 | 0.0405 | 1.3083 | 1.1438 |
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- | No log | 0.1765 | 12 | 1.5902 | 0.0166 | 1.5902 | 1.2610 |
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- | No log | 0.2059 | 14 | 1.8448 | 0.1195 | 1.8448 | 1.3582 |
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- | No log | 0.2353 | 16 | 1.3328 | 0.1835 | 1.3328 | 1.1545 |
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- | No log | 0.2647 | 18 | 1.0318 | 0.3037 | 1.0318 | 1.0158 |
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- | No log | 0.2941 | 20 | 1.0082 | 0.2391 | 1.0082 | 1.0041 |
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- | No log | 0.3235 | 22 | 1.0135 | 0.2008 | 1.0135 | 1.0067 |
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- | No log | 0.3529 | 24 | 1.0544 | 0.0793 | 1.0544 | 1.0268 |
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- | No log | 0.3824 | 26 | 1.0521 | 0.1598 | 1.0521 | 1.0257 |
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- | No log | 0.4118 | 28 | 1.0178 | 0.1278 | 1.0178 | 1.0089 |
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- | No log | 0.4412 | 30 | 1.0354 | 0.1441 | 1.0354 | 1.0176 |
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- | No log | 0.4706 | 32 | 1.1660 | 0.2522 | 1.1660 | 1.0798 |
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- | No log | 0.5 | 34 | 1.3833 | 0.0263 | 1.3833 | 1.1761 |
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- | No log | 0.5294 | 36 | 1.3309 | 0.0263 | 1.3309 | 1.1537 |
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- | No log | 0.5588 | 38 | 1.1698 | 0.0574 | 1.1698 | 1.0816 |
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- | No log | 0.5882 | 40 | 1.0875 | 0.0639 | 1.0875 | 1.0428 |
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- | No log | 0.6176 | 42 | 1.6167 | 0.1248 | 1.6167 | 1.2715 |
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- | No log | 0.6471 | 44 | 2.0050 | 0.0445 | 2.0050 | 1.4160 |
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- | No log | 0.6765 | 46 | 1.5147 | 0.0872 | 1.5147 | 1.2307 |
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- | No log | 0.7059 | 48 | 1.1070 | 0.2246 | 1.1070 | 1.0522 |
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- | No log | 0.7353 | 50 | 1.0243 | 0.2467 | 1.0243 | 1.0121 |
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- | No log | 0.7647 | 52 | 1.1522 | 0.0193 | 1.1522 | 1.0734 |
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- | No log | 0.7941 | 54 | 1.1955 | -0.0181 | 1.1955 | 1.0934 |
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- | No log | 0.8235 | 56 | 1.1316 | 0.0319 | 1.1316 | 1.0638 |
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- | No log | 0.8529 | 58 | 1.0852 | 0.0319 | 1.0852 | 1.0417 |
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- | No log | 0.8824 | 60 | 0.9845 | 0.2239 | 0.9845 | 0.9922 |
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- | No log | 0.9118 | 62 | 1.0126 | 0.3229 | 1.0126 | 1.0063 |
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- | No log | 0.9412 | 64 | 1.1421 | 0.1618 | 1.1421 | 1.0687 |
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- | No log | 0.9706 | 66 | 1.0901 | 0.2271 | 1.0901 | 1.0441 |
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- | No log | 1.0 | 68 | 0.9612 | 0.3037 | 0.9612 | 0.9804 |
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- | No log | 1.0294 | 70 | 0.9388 | 0.2390 | 0.9388 | 0.9689 |
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- | No log | 1.0588 | 72 | 0.9742 | 0.1918 | 0.9742 | 0.9870 |
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- | No log | 1.0882 | 74 | 0.9330 | 0.3063 | 0.9330 | 0.9659 |
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- | No log | 1.1176 | 76 | 1.1285 | 0.3107 | 1.1285 | 1.0623 |
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- | No log | 1.1471 | 78 | 1.2137 | 0.2677 | 1.2137 | 1.1017 |
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- | No log | 1.1765 | 80 | 1.0787 | 0.2588 | 1.0787 | 1.0386 |
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- | No log | 1.2059 | 82 | 1.1102 | 0.2750 | 1.1102 | 1.0537 |
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- | No log | 1.2353 | 84 | 1.2119 | 0.3053 | 1.2119 | 1.1009 |
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- | No log | 1.2647 | 86 | 1.2144 | 0.3304 | 1.2144 | 1.1020 |
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- | No log | 1.2941 | 88 | 1.1822 | 0.2975 | 1.1822 | 1.0873 |
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- | No log | 1.3235 | 90 | 1.5402 | 0.2630 | 1.5402 | 1.2411 |
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- | No log | 1.3529 | 92 | 1.5349 | 0.2593 | 1.5349 | 1.2389 |
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- | No log | 1.3824 | 94 | 1.3980 | 0.2501 | 1.3980 | 1.1824 |
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- | No log | 1.4118 | 96 | 1.1387 | 0.3436 | 1.1387 | 1.0671 |
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- | No log | 1.4412 | 98 | 1.2167 | 0.3326 | 1.2167 | 1.1030 |
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- | No log | 1.4706 | 100 | 1.4744 | 0.2074 | 1.4744 | 1.2143 |
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- | No log | 1.5 | 102 | 1.4608 | 0.2381 | 1.4608 | 1.2086 |
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- | No log | 1.5294 | 104 | 1.3644 | 0.2381 | 1.3644 | 1.1681 |
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- | No log | 1.5588 | 106 | 1.2538 | 0.3476 | 1.2538 | 1.1197 |
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- | No log | 1.5882 | 108 | 1.4900 | 0.2836 | 1.4900 | 1.2206 |
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- | No log | 1.6176 | 110 | 1.4690 | 0.2836 | 1.4690 | 1.2120 |
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- | No log | 1.6471 | 112 | 1.2459 | 0.3336 | 1.2459 | 1.1162 |
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- | No log | 1.6765 | 114 | 1.3517 | 0.3005 | 1.3517 | 1.1626 |
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- | No log | 1.7059 | 116 | 1.3049 | 0.3005 | 1.3049 | 1.1423 |
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- | No log | 1.7353 | 118 | 1.3544 | 0.3135 | 1.3544 | 1.1638 |
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- | No log | 1.7647 | 120 | 1.2112 | 0.3629 | 1.2112 | 1.1005 |
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- | No log | 1.7941 | 122 | 1.0376 | 0.3830 | 1.0376 | 1.0186 |
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- | No log | 1.8235 | 124 | 0.9275 | 0.3970 | 0.9275 | 0.9631 |
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- | No log | 1.8529 | 126 | 1.0110 | 0.3982 | 1.0110 | 1.0055 |
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- | No log | 1.8824 | 128 | 1.3110 | 0.3220 | 1.3110 | 1.1450 |
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- | No log | 1.9118 | 130 | 1.3439 | 0.3005 | 1.3439 | 1.1593 |
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- | No log | 1.9412 | 132 | 1.0980 | 0.4522 | 1.0980 | 1.0479 |
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- | No log | 1.9706 | 134 | 1.0961 | 0.4010 | 1.0961 | 1.0470 |
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- | No log | 2.0 | 136 | 1.1396 | 0.4023 | 1.1396 | 1.0675 |
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- | No log | 2.0294 | 138 | 1.0823 | 0.4148 | 1.0823 | 1.0404 |
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- | No log | 2.0588 | 140 | 1.2544 | 0.3484 | 1.2544 | 1.1200 |
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- | No log | 2.0882 | 142 | 1.2023 | 0.3595 | 1.2023 | 1.0965 |
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- | No log | 2.1176 | 144 | 1.3523 | 0.3091 | 1.3523 | 1.1629 |
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- | No log | 2.1471 | 146 | 1.5192 | 0.2015 | 1.5192 | 1.2325 |
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- | No log | 2.1765 | 148 | 1.4437 | 0.2417 | 1.4437 | 1.2016 |
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- | No log | 2.2059 | 150 | 1.4772 | 0.2417 | 1.4772 | 1.2154 |
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- | No log | 2.2353 | 152 | 1.4782 | 0.2075 | 1.4782 | 1.2158 |
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- | No log | 2.2647 | 154 | 1.4607 | 0.2075 | 1.4607 | 1.2086 |
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- | No log | 2.2941 | 156 | 1.4577 | 0.2602 | 1.4577 | 1.2073 |
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- | No log | 2.3235 | 158 | 1.2896 | 0.2728 | 1.2896 | 1.1356 |
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- | No log | 2.3529 | 160 | 1.2704 | 0.2728 | 1.2704 | 1.1271 |
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- | No log | 2.3824 | 162 | 1.2434 | 0.2528 | 1.2434 | 1.1151 |
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- | No log | 2.4118 | 164 | 1.4146 | 0.2075 | 1.4146 | 1.1894 |
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- | No log | 2.4412 | 166 | 1.6572 | 0.0451 | 1.6572 | 1.2873 |
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- | No log | 2.4706 | 168 | 1.6634 | 0.0925 | 1.6634 | 1.2897 |
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- | No log | 2.5 | 170 | 1.4375 | 0.1850 | 1.4375 | 1.1990 |
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- | No log | 2.5294 | 172 | 1.2193 | 0.2451 | 1.2193 | 1.1042 |
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- | No log | 2.5588 | 174 | 1.2401 | 0.2870 | 1.2401 | 1.1136 |
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- | No log | 2.5882 | 176 | 1.4994 | 0.1963 | 1.4994 | 1.2245 |
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- | No log | 2.6176 | 178 | 1.5803 | 0.0981 | 1.5803 | 1.2571 |
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- | No log | 2.6471 | 180 | 1.4680 | 0.1354 | 1.4680 | 1.2116 |
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- | No log | 2.6765 | 182 | 1.2391 | 0.1770 | 1.2391 | 1.1131 |
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- | No log | 2.7059 | 184 | 1.1652 | 0.3115 | 1.1652 | 1.0794 |
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- | No log | 2.7353 | 186 | 1.2094 | 0.3018 | 1.2094 | 1.0997 |
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- | No log | 2.7647 | 188 | 1.4204 | 0.1769 | 1.4204 | 1.1918 |
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- | No log | 2.7941 | 190 | 1.4622 | 0.1388 | 1.4622 | 1.2092 |
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- | No log | 2.8235 | 192 | 1.4454 | 0.2597 | 1.4454 | 1.2022 |
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- | No log | 2.8529 | 194 | 1.3792 | 0.3038 | 1.3792 | 1.1744 |
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- | No log | 2.8824 | 196 | 1.5523 | 0.2802 | 1.5523 | 1.2459 |
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- | No log | 2.9118 | 198 | 1.7973 | 0.1884 | 1.7973 | 1.3406 |
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- | No log | 2.9412 | 200 | 1.9111 | 0.1379 | 1.9111 | 1.3824 |
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- | No log | 2.9706 | 202 | 1.7224 | 0.1207 | 1.7224 | 1.3124 |
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- | No log | 3.0 | 204 | 1.3800 | 0.2896 | 1.3800 | 1.1747 |
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- | No log | 3.0294 | 206 | 1.2545 | 0.2167 | 1.2545 | 1.1201 |
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- | No log | 3.0588 | 208 | 1.3390 | 0.1628 | 1.3390 | 1.1572 |
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- | No log | 3.0882 | 210 | 1.4143 | 0.0085 | 1.4143 | 1.1893 |
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- | No log | 3.1176 | 212 | 1.3318 | -0.0304 | 1.3318 | 1.1541 |
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- | No log | 3.1471 | 214 | 1.2369 | 0.0122 | 1.2369 | 1.1122 |
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- | No log | 3.1765 | 216 | 1.2416 | 0.0878 | 1.2416 | 1.1142 |
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- | No log | 3.2059 | 218 | 1.2780 | 0.2816 | 1.2780 | 1.1305 |
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- | No log | 3.2353 | 220 | 1.3285 | 0.2896 | 1.3285 | 1.1526 |
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- | No log | 3.2647 | 222 | 1.2691 | 0.3308 | 1.2691 | 1.1265 |
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- | No log | 3.2941 | 224 | 1.2753 | 0.3308 | 1.2753 | 1.1293 |
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- | No log | 3.3235 | 226 | 1.2538 | 0.3336 | 1.2538 | 1.1198 |
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- | No log | 3.3529 | 228 | 1.2624 | 0.3308 | 1.2624 | 1.1236 |
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- | No log | 3.3824 | 230 | 1.3551 | 0.3005 | 1.3551 | 1.1641 |
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- | No log | 3.4118 | 232 | 1.3398 | 0.3005 | 1.3398 | 1.1575 |
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- | No log | 3.4412 | 234 | 1.3067 | 0.3190 | 1.3067 | 1.1431 |
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- | No log | 3.4706 | 236 | 1.3064 | 0.3005 | 1.3064 | 1.1430 |
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- | No log | 3.5 | 238 | 1.5327 | 0.2459 | 1.5327 | 1.2380 |
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- | No log | 3.5294 | 240 | 1.6016 | 0.2535 | 1.6016 | 1.2655 |
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- | No log | 3.5588 | 242 | 1.6324 | 0.2582 | 1.6324 | 1.2777 |
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- | No log | 3.5882 | 244 | 1.5844 | 0.2067 | 1.5844 | 1.2587 |
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- | No log | 3.6176 | 246 | 1.4964 | 0.2672 | 1.4964 | 1.2233 |
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- | No log | 3.6471 | 248 | 1.4413 | 0.2672 | 1.4413 | 1.2005 |
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- | No log | 3.6765 | 250 | 1.3383 | 0.3076 | 1.3383 | 1.1569 |
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- | No log | 3.7059 | 252 | 1.3755 | 0.3255 | 1.3755 | 1.1728 |
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- | No log | 3.7353 | 254 | 1.5348 | 0.2209 | 1.5348 | 1.2389 |
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- | No log | 3.7647 | 256 | 1.7084 | 0.2375 | 1.7084 | 1.3071 |
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- | No log | 3.7941 | 258 | 1.6727 | 0.2236 | 1.6727 | 1.2933 |
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- | No log | 3.8235 | 260 | 1.4365 | 0.2877 | 1.4365 | 1.1985 |
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- | No log | 3.8529 | 262 | 1.1525 | 0.3663 | 1.1525 | 1.0736 |
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- | No log | 3.8824 | 264 | 1.0577 | 0.3539 | 1.0577 | 1.0284 |
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- | No log | 3.9118 | 266 | 1.0620 | 0.3062 | 1.0620 | 1.0305 |
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- | No log | 3.9412 | 268 | 1.1551 | 0.3314 | 1.1551 | 1.0747 |
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- | No log | 3.9706 | 270 | 1.4364 | 0.2465 | 1.4364 | 1.1985 |
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- | No log | 4.0 | 272 | 1.7256 | 0.2336 | 1.7256 | 1.3136 |
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- | No log | 4.0294 | 274 | 1.7398 | 0.2196 | 1.7398 | 1.3190 |
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- | No log | 4.0588 | 276 | 1.5072 | 0.2647 | 1.5072 | 1.2277 |
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- | No log | 4.0882 | 278 | 1.1747 | 0.2926 | 1.1747 | 1.0838 |
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- | No log | 4.1176 | 280 | 1.0061 | 0.2424 | 1.0061 | 1.0031 |
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- | No log | 4.1471 | 282 | 0.9934 | 0.2424 | 0.9934 | 0.9967 |
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- | No log | 4.1765 | 284 | 1.0613 | 0.2105 | 1.0613 | 1.0302 |
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- | No log | 4.2059 | 286 | 1.2230 | 0.1024 | 1.2230 | 1.1059 |
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- | No log | 4.2353 | 288 | 1.3648 | 0.1228 | 1.3648 | 1.1682 |
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- | No log | 4.2647 | 290 | 1.5091 | 0.2239 | 1.5091 | 1.2285 |
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- | No log | 4.2941 | 292 | 1.6075 | 0.2751 | 1.6075 | 1.2679 |
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- | No log | 4.3235 | 294 | 1.4468 | 0.2914 | 1.4468 | 1.2028 |
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- | No log | 4.3529 | 296 | 1.1903 | 0.3778 | 1.1903 | 1.0910 |
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- | No log | 4.3824 | 298 | 1.0958 | 0.3453 | 1.0958 | 1.0468 |
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- | No log | 4.4118 | 300 | 1.1599 | 0.3724 | 1.1599 | 1.0770 |
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- | No log | 4.4412 | 302 | 1.3770 | 0.3831 | 1.3770 | 1.1734 |
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- | No log | 4.4706 | 304 | 1.4607 | 0.2555 | 1.4607 | 1.2086 |
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- | No log | 4.5 | 306 | 1.4125 | 0.1769 | 1.4125 | 1.1885 |
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- | No log | 4.5294 | 308 | 1.3561 | 0.1952 | 1.3561 | 1.1645 |
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- | No log | 4.5588 | 310 | 1.3999 | 0.1769 | 1.3999 | 1.1832 |
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- | No log | 4.5882 | 312 | 1.4926 | 0.1898 | 1.4926 | 1.2217 |
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- | No log | 4.6176 | 314 | 1.5327 | 0.1769 | 1.5327 | 1.2380 |
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- | No log | 4.6471 | 316 | 1.5044 | 0.1892 | 1.5044 | 1.2265 |
210
- | No log | 4.6765 | 318 | 1.3201 | 0.2260 | 1.3201 | 1.1490 |
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- | No log | 4.7059 | 320 | 1.1388 | 0.3018 | 1.1388 | 1.0672 |
212
- | No log | 4.7353 | 322 | 1.1349 | 0.2640 | 1.1349 | 1.0653 |
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- | No log | 4.7647 | 324 | 1.3161 | 0.2239 | 1.3161 | 1.1472 |
214
- | No log | 4.7941 | 326 | 1.5371 | 0.2437 | 1.5371 | 1.2398 |
215
- | No log | 4.8235 | 328 | 1.6265 | 0.2363 | 1.6265 | 1.2754 |
216
- | No log | 4.8529 | 330 | 1.5174 | 0.2437 | 1.5174 | 1.2318 |
217
- | No log | 4.8824 | 332 | 1.2390 | 0.2126 | 1.2390 | 1.1131 |
218
- | No log | 4.9118 | 334 | 1.1275 | 0.3018 | 1.1275 | 1.0618 |
219
- | No log | 4.9412 | 336 | 1.1411 | 0.3018 | 1.1411 | 1.0682 |
220
- | No log | 4.9706 | 338 | 1.2932 | 0.2239 | 1.2932 | 1.1372 |
221
- | No log | 5.0 | 340 | 1.3738 | 0.1943 | 1.3738 | 1.1721 |
222
- | No log | 5.0294 | 342 | 1.3324 | 0.1634 | 1.3324 | 1.1543 |
223
- | No log | 5.0588 | 344 | 1.2840 | 0.1634 | 1.2840 | 1.1331 |
224
- | No log | 5.0882 | 346 | 1.3484 | 0.1634 | 1.3484 | 1.1612 |
225
- | No log | 5.1176 | 348 | 1.4237 | 0.2239 | 1.4237 | 1.1932 |
226
- | No log | 5.1471 | 350 | 1.4876 | 0.2522 | 1.4876 | 1.2197 |
227
- | No log | 5.1765 | 352 | 1.5005 | 0.2391 | 1.5005 | 1.2250 |
228
- | No log | 5.2059 | 354 | 1.4531 | 0.2522 | 1.4531 | 1.2054 |
229
- | No log | 5.2353 | 356 | 1.4567 | 0.2522 | 1.4567 | 1.2069 |
230
- | No log | 5.2647 | 358 | 1.5701 | 0.2363 | 1.5701 | 1.2530 |
231
- | No log | 5.2941 | 360 | 1.5987 | 0.2406 | 1.5987 | 1.2644 |
232
- | No log | 5.3235 | 362 | 1.4959 | 0.2391 | 1.4959 | 1.2231 |
233
- | No log | 5.3529 | 364 | 1.5159 | 0.2391 | 1.5159 | 1.2312 |
234
- | No log | 5.3824 | 366 | 1.5264 | 0.2058 | 1.5264 | 1.2355 |
235
- | No log | 5.4118 | 368 | 1.3934 | 0.2239 | 1.3934 | 1.1804 |
236
- | No log | 5.4412 | 370 | 1.3697 | 0.2239 | 1.3697 | 1.1704 |
237
- | No log | 5.4706 | 372 | 1.4578 | 0.2522 | 1.4578 | 1.2074 |
238
- | No log | 5.5 | 374 | 1.4841 | 0.2482 | 1.4841 | 1.2182 |
239
- | No log | 5.5294 | 376 | 1.4109 | 0.2292 | 1.4109 | 1.1878 |
240
- | No log | 5.5588 | 378 | 1.3619 | 0.2367 | 1.3619 | 1.1670 |
241
- | No log | 5.5882 | 380 | 1.2969 | 0.3091 | 1.2969 | 1.1388 |
242
- | No log | 5.6176 | 382 | 1.2343 | 0.3115 | 1.2343 | 1.1110 |
243
- | No log | 5.6471 | 384 | 1.2948 | 0.2816 | 1.2948 | 1.1379 |
244
- | No log | 5.6765 | 386 | 1.4607 | 0.1943 | 1.4607 | 1.2086 |
245
- | No log | 5.7059 | 388 | 1.5274 | 0.1388 | 1.5274 | 1.2359 |
246
- | No log | 5.7353 | 390 | 1.5237 | 0.1562 | 1.5237 | 1.2344 |
247
- | No log | 5.7647 | 392 | 1.4392 | 0.0302 | 1.4392 | 1.1997 |
248
- | No log | 5.7941 | 394 | 1.3350 | 0.0227 | 1.3350 | 1.1554 |
249
- | No log | 5.8235 | 396 | 1.2355 | 0.0385 | 1.2355 | 1.1115 |
250
- | No log | 5.8529 | 398 | 1.2021 | -0.0375 | 1.2021 | 1.0964 |
251
- | No log | 5.8824 | 400 | 1.2571 | 0.0510 | 1.2571 | 1.1212 |
252
- | No log | 5.9118 | 402 | 1.4356 | 0.1058 | 1.4356 | 1.1982 |
253
- | No log | 5.9412 | 404 | 1.7002 | 0.2221 | 1.7002 | 1.3039 |
254
- | No log | 5.9706 | 406 | 1.7996 | 0.2252 | 1.7996 | 1.3415 |
255
- | No log | 6.0 | 408 | 1.7114 | 0.2406 | 1.7114 | 1.3082 |
256
- | No log | 6.0294 | 410 | 1.5152 | 0.2731 | 1.5152 | 1.2309 |
257
- | No log | 6.0588 | 412 | 1.3040 | 0.2075 | 1.3040 | 1.1419 |
258
- | No log | 6.0882 | 414 | 1.1560 | 0.2864 | 1.1560 | 1.0752 |
259
- | No log | 6.1176 | 416 | 1.1517 | 0.2864 | 1.1517 | 1.0732 |
260
- | No log | 6.1471 | 418 | 1.2917 | 0.1700 | 1.2917 | 1.1365 |
261
- | No log | 6.1765 | 420 | 1.5716 | 0.1222 | 1.5716 | 1.2536 |
262
- | No log | 6.2059 | 422 | 1.7289 | 0.2611 | 1.7289 | 1.3149 |
263
- | No log | 6.2353 | 424 | 1.6956 | 0.2733 | 1.6956 | 1.3022 |
264
- | No log | 6.2647 | 426 | 1.5995 | 0.2566 | 1.5995 | 1.2647 |
265
- | No log | 6.2941 | 428 | 1.3966 | 0.2888 | 1.3966 | 1.1818 |
266
- | No log | 6.3235 | 430 | 1.3255 | 0.3220 | 1.3255 | 1.1513 |
267
- | No log | 6.3529 | 432 | 1.4365 | 0.3222 | 1.4365 | 1.1985 |
268
- | No log | 6.3824 | 434 | 1.5326 | 0.2338 | 1.5326 | 1.2380 |
269
- | No log | 6.4118 | 436 | 1.4457 | 0.2644 | 1.4457 | 1.2024 |
270
- | No log | 6.4412 | 438 | 1.4136 | 0.2694 | 1.4136 | 1.1890 |
271
- | No log | 6.4706 | 440 | 1.2514 | 0.2837 | 1.2514 | 1.1187 |
272
- | No log | 6.5 | 442 | 1.2233 | 0.2506 | 1.2233 | 1.1060 |
273
- | No log | 6.5294 | 444 | 1.1888 | 0.1628 | 1.1888 | 1.0903 |
274
- | No log | 6.5588 | 446 | 1.1474 | 0.1434 | 1.1474 | 1.0712 |
275
- | No log | 6.5882 | 448 | 1.2104 | 0.2089 | 1.2104 | 1.1002 |
276
- | No log | 6.6176 | 450 | 1.4257 | 0.2851 | 1.4257 | 1.1940 |
277
- | No log | 6.6471 | 452 | 1.6541 | 0.2947 | 1.6541 | 1.2861 |
278
- | No log | 6.6765 | 454 | 1.7234 | 0.2806 | 1.7234 | 1.3128 |
279
- | No log | 6.7059 | 456 | 1.7355 | 0.2110 | 1.7355 | 1.3174 |
280
- | No log | 6.7353 | 458 | 1.6018 | 0.1634 | 1.6018 | 1.2656 |
281
- | No log | 6.7647 | 460 | 1.3747 | 0.0878 | 1.3747 | 1.1725 |
282
- | No log | 6.7941 | 462 | 1.1884 | 0.0160 | 1.1884 | 1.0901 |
283
- | No log | 6.8235 | 464 | 1.1071 | 0.0987 | 1.1071 | 1.0522 |
284
- | No log | 6.8529 | 466 | 1.0799 | 0.2249 | 1.0799 | 1.0392 |
285
- | No log | 6.8824 | 468 | 1.1254 | 0.3395 | 1.1254 | 1.0608 |
286
- | No log | 6.9118 | 470 | 1.3039 | 0.2731 | 1.3039 | 1.1419 |
287
- | No log | 6.9412 | 472 | 1.5280 | 0.2717 | 1.5280 | 1.2361 |
288
- | No log | 6.9706 | 474 | 1.6144 | 0.2937 | 1.6144 | 1.2706 |
289
- | No log | 7.0 | 476 | 1.5905 | 0.2717 | 1.5905 | 1.2612 |
290
- | No log | 7.0294 | 478 | 1.4397 | 0.2694 | 1.4397 | 1.1999 |
291
- | No log | 7.0588 | 480 | 1.1649 | 0.3295 | 1.1649 | 1.0793 |
292
- | No log | 7.0882 | 482 | 1.0461 | 0.4031 | 1.0461 | 1.0228 |
293
- | No log | 7.1176 | 484 | 1.0710 | 0.4146 | 1.0710 | 1.0349 |
294
- | No log | 7.1471 | 486 | 1.1884 | 0.3018 | 1.1884 | 1.0901 |
295
- | No log | 7.1765 | 488 | 1.2738 | 0.2292 | 1.2738 | 1.1286 |
296
- | No log | 7.2059 | 490 | 1.2982 | 0.2126 | 1.2982 | 1.1394 |
297
- | No log | 7.2353 | 492 | 1.3416 | 0.2522 | 1.3416 | 1.1583 |
298
- | No log | 7.2647 | 494 | 1.3029 | 0.2987 | 1.3029 | 1.1414 |
299
- | No log | 7.2941 | 496 | 1.3146 | 0.2987 | 1.3146 | 1.1465 |
300
- | No log | 7.3235 | 498 | 1.3332 | 0.3103 | 1.3332 | 1.1546 |
301
- | 0.3373 | 7.3529 | 500 | 1.2550 | 0.3126 | 1.2550 | 1.1203 |
302
- | 0.3373 | 7.3824 | 502 | 1.2335 | 0.2857 | 1.2335 | 1.1107 |
303
- | 0.3373 | 7.4118 | 504 | 1.3360 | 0.2602 | 1.3360 | 1.1559 |
304
- | 0.3373 | 7.4412 | 506 | 1.4798 | 0.2239 | 1.4798 | 1.2165 |
305
- | 0.3373 | 7.4706 | 508 | 1.4535 | 0.2239 | 1.4535 | 1.2056 |
306
- | 0.3373 | 7.5 | 510 | 1.3845 | 0.1943 | 1.3845 | 1.1766 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task5_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: 0.9500
19
+ - Qwk: 0.3474
20
+ - Mse: 0.9500
21
+ - Rmse: 0.9747
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0303 | 2 | 4.0244 | -0.0019 | 4.0244 | 2.0061 |
53
+ | No log | 0.0606 | 4 | 2.2238 | 0.0631 | 2.2238 | 1.4913 |
54
+ | No log | 0.0909 | 6 | 1.5038 | 0.0154 | 1.5038 | 1.2263 |
55
+ | No log | 0.1212 | 8 | 1.2095 | 0.0652 | 1.2095 | 1.0998 |
56
+ | No log | 0.1515 | 10 | 1.2007 | 0.1361 | 1.2007 | 1.0958 |
57
+ | No log | 0.1818 | 12 | 1.2259 | 0.1767 | 1.2259 | 1.1072 |
58
+ | No log | 0.2121 | 14 | 1.1334 | 0.0589 | 1.1334 | 1.0646 |
59
+ | No log | 0.2424 | 16 | 1.1817 | 0.2113 | 1.1817 | 1.0870 |
60
+ | No log | 0.2727 | 18 | 1.1032 | 0.1228 | 1.1032 | 1.0504 |
61
+ | No log | 0.3030 | 20 | 1.0860 | 0.3291 | 1.0860 | 1.0421 |
62
+ | No log | 0.3333 | 22 | 1.0710 | 0.2998 | 1.0710 | 1.0349 |
63
+ | No log | 0.3636 | 24 | 1.0515 | 0.2008 | 1.0515 | 1.0254 |
64
+ | No log | 0.3939 | 26 | 1.0324 | 0.2088 | 1.0324 | 1.0161 |
65
+ | No log | 0.4242 | 28 | 1.0424 | 0.2042 | 1.0424 | 1.0210 |
66
+ | No log | 0.4545 | 30 | 1.0511 | 0.1944 | 1.0511 | 1.0252 |
67
+ | No log | 0.4848 | 32 | 1.0530 | 0.1671 | 1.0530 | 1.0262 |
68
+ | No log | 0.5152 | 34 | 1.0381 | 0.1189 | 1.0381 | 1.0189 |
69
+ | No log | 0.5455 | 36 | 1.0512 | 0.1629 | 1.0512 | 1.0253 |
70
+ | No log | 0.5758 | 38 | 1.0233 | 0.1589 | 1.0233 | 1.0116 |
71
+ | No log | 0.6061 | 40 | 1.0188 | 0.1131 | 1.0188 | 1.0094 |
72
+ | No log | 0.6364 | 42 | 1.0968 | 0.2226 | 1.0968 | 1.0473 |
73
+ | No log | 0.6667 | 44 | 1.2088 | 0.3119 | 1.2088 | 1.0994 |
74
+ | No log | 0.6970 | 46 | 1.4347 | 0.1773 | 1.4347 | 1.1978 |
75
+ | No log | 0.7273 | 48 | 1.3267 | 0.2404 | 1.3267 | 1.1518 |
76
+ | No log | 0.7576 | 50 | 1.0108 | 0.1885 | 1.0108 | 1.0054 |
77
+ | No log | 0.7879 | 52 | 1.0507 | 0.2376 | 1.0507 | 1.0250 |
78
+ | No log | 0.8182 | 54 | 0.9860 | 0.2744 | 0.9860 | 0.9930 |
79
+ | No log | 0.8485 | 56 | 1.0724 | 0.3341 | 1.0724 | 1.0356 |
80
+ | No log | 0.8788 | 58 | 1.3090 | 0.2896 | 1.3090 | 1.1441 |
81
+ | No log | 0.9091 | 60 | 1.3646 | 0.3484 | 1.3646 | 1.1682 |
82
+ | No log | 0.9394 | 62 | 1.0614 | 0.3759 | 1.0614 | 1.0303 |
83
+ | No log | 0.9697 | 64 | 1.0551 | 0.3759 | 1.0551 | 1.0272 |
84
+ | No log | 1.0 | 66 | 1.2547 | 0.3264 | 1.2547 | 1.1201 |
85
+ | No log | 1.0303 | 68 | 1.2702 | 0.3532 | 1.2702 | 1.1270 |
86
+ | No log | 1.0606 | 70 | 1.4495 | 0.2413 | 1.4495 | 1.2039 |
87
+ | No log | 1.0909 | 72 | 1.1920 | 0.3117 | 1.1920 | 1.0918 |
88
+ | No log | 1.1212 | 74 | 1.3587 | 0.2764 | 1.3587 | 1.1656 |
89
+ | No log | 1.1515 | 76 | 1.7172 | 0.2226 | 1.7172 | 1.3104 |
90
+ | No log | 1.1818 | 78 | 1.7625 | 0.2226 | 1.7625 | 1.3276 |
91
+ | No log | 1.2121 | 80 | 1.8920 | 0.1843 | 1.8920 | 1.3755 |
92
+ | No log | 1.2424 | 82 | 1.4061 | 0.3496 | 1.4061 | 1.1858 |
93
+ | No log | 1.2727 | 84 | 1.3464 | 0.3876 | 1.3464 | 1.1603 |
94
+ | No log | 1.3030 | 86 | 1.2515 | 0.3961 | 1.2515 | 1.1187 |
95
+ | No log | 1.3333 | 88 | 1.0768 | 0.3536 | 1.0768 | 1.0377 |
96
+ | No log | 1.3636 | 90 | 1.0698 | 0.3841 | 1.0698 | 1.0343 |
97
+ | No log | 1.3939 | 92 | 1.2533 | 0.3948 | 1.2533 | 1.1195 |
98
+ | No log | 1.4242 | 94 | 1.4623 | 0.3097 | 1.4623 | 1.2093 |
99
+ | No log | 1.4545 | 96 | 1.0615 | 0.4320 | 1.0615 | 1.0303 |
100
+ | No log | 1.4848 | 98 | 0.9662 | 0.4718 | 0.9662 | 0.9830 |
101
+ | No log | 1.5152 | 100 | 0.9509 | 0.4145 | 0.9509 | 0.9751 |
102
+ | No log | 1.5455 | 102 | 0.9459 | 0.4321 | 0.9459 | 0.9726 |
103
+ | No log | 1.5758 | 104 | 1.1376 | 0.4181 | 1.1376 | 1.0666 |
104
+ | No log | 1.6061 | 106 | 0.9906 | 0.4843 | 0.9906 | 0.9953 |
105
+ | No log | 1.6364 | 108 | 0.9791 | 0.4734 | 0.9791 | 0.9895 |
106
+ | No log | 1.6667 | 110 | 1.0772 | 0.4802 | 1.0772 | 1.0379 |
107
+ | No log | 1.6970 | 112 | 1.3101 | 0.3243 | 1.3101 | 1.1446 |
108
+ | No log | 1.7273 | 114 | 1.2861 | 0.4358 | 1.2861 | 1.1341 |
109
+ | No log | 1.7576 | 116 | 0.9025 | 0.4552 | 0.9025 | 0.9500 |
110
+ | No log | 1.7879 | 118 | 1.1742 | 0.4258 | 1.1742 | 1.0836 |
111
+ | No log | 1.8182 | 120 | 1.1841 | 0.3943 | 1.1841 | 1.0882 |
112
+ | No log | 1.8485 | 122 | 1.0132 | 0.3960 | 1.0132 | 1.0066 |
113
+ | No log | 1.8788 | 124 | 0.8632 | 0.3875 | 0.8632 | 0.9291 |
114
+ | No log | 1.9091 | 126 | 0.9136 | 0.4606 | 0.9136 | 0.9558 |
115
+ | No log | 1.9394 | 128 | 0.8946 | 0.2920 | 0.8946 | 0.9458 |
116
+ | No log | 1.9697 | 130 | 0.9034 | 0.2920 | 0.9034 | 0.9505 |
117
+ | No log | 2.0 | 132 | 0.9084 | 0.3296 | 0.9084 | 0.9531 |
118
+ | No log | 2.0303 | 134 | 1.0629 | 0.5618 | 1.0629 | 1.0310 |
119
+ | No log | 2.0606 | 136 | 1.2416 | 0.3712 | 1.2416 | 1.1143 |
120
+ | No log | 2.0909 | 138 | 1.0227 | 0.5516 | 1.0227 | 1.0113 |
121
+ | No log | 2.1212 | 140 | 0.9341 | 0.5323 | 0.9341 | 0.9665 |
122
+ | No log | 2.1515 | 142 | 0.9216 | 0.5337 | 0.9216 | 0.9600 |
123
+ | No log | 2.1818 | 144 | 0.9309 | 0.4735 | 0.9309 | 0.9648 |
124
+ | No log | 2.2121 | 146 | 1.1533 | 0.4463 | 1.1533 | 1.0739 |
125
+ | No log | 2.2424 | 148 | 1.1456 | 0.4243 | 1.1456 | 1.0703 |
126
+ | No log | 2.2727 | 150 | 0.9006 | 0.3621 | 0.9006 | 0.9490 |
127
+ | No log | 2.3030 | 152 | 0.8817 | 0.3621 | 0.8817 | 0.9390 |
128
+ | No log | 2.3333 | 154 | 0.9709 | 0.4123 | 0.9709 | 0.9853 |
129
+ | No log | 2.3636 | 156 | 1.1151 | 0.4353 | 1.1151 | 1.0560 |
130
+ | No log | 2.3939 | 158 | 1.1563 | 0.4365 | 1.1563 | 1.0753 |
131
+ | No log | 2.4242 | 160 | 1.6604 | 0.2382 | 1.6604 | 1.2886 |
132
+ | No log | 2.4545 | 162 | 1.8441 | 0.2032 | 1.8441 | 1.3580 |
133
+ | No log | 2.4848 | 164 | 1.4370 | 0.3229 | 1.4370 | 1.1988 |
134
+ | No log | 2.5152 | 166 | 0.9795 | 0.5294 | 0.9795 | 0.9897 |
135
+ | No log | 2.5455 | 168 | 0.8804 | 0.5745 | 0.8804 | 0.9383 |
136
+ | No log | 2.5758 | 170 | 1.0417 | 0.4096 | 1.0417 | 1.0206 |
137
+ | No log | 2.6061 | 172 | 1.1196 | 0.3866 | 1.1196 | 1.0581 |
138
+ | No log | 2.6364 | 174 | 0.9113 | 0.4881 | 0.9113 | 0.9546 |
139
+ | No log | 2.6667 | 176 | 0.7909 | 0.4208 | 0.7909 | 0.8893 |
140
+ | No log | 2.6970 | 178 | 0.8008 | 0.4690 | 0.8008 | 0.8949 |
141
+ | No log | 2.7273 | 180 | 0.9381 | 0.5106 | 0.9381 | 0.9685 |
142
+ | No log | 2.7576 | 182 | 1.3714 | 0.3098 | 1.3714 | 1.1711 |
143
+ | No log | 2.7879 | 184 | 1.3593 | 0.3068 | 1.3593 | 1.1659 |
144
+ | No log | 2.8182 | 186 | 1.0505 | 0.4977 | 1.0505 | 1.0249 |
145
+ | No log | 2.8485 | 188 | 0.8426 | 0.5580 | 0.8426 | 0.9179 |
146
+ | No log | 2.8788 | 190 | 0.8447 | 0.4732 | 0.8447 | 0.9191 |
147
+ | No log | 2.9091 | 192 | 0.8034 | 0.4550 | 0.8034 | 0.8963 |
148
+ | No log | 2.9394 | 194 | 0.9097 | 0.5007 | 0.9097 | 0.9538 |
149
+ | No log | 2.9697 | 196 | 1.0530 | 0.3848 | 1.0530 | 1.0261 |
150
+ | No log | 3.0 | 198 | 0.9380 | 0.5007 | 0.9380 | 0.9685 |
151
+ | No log | 3.0303 | 200 | 0.7815 | 0.4854 | 0.7815 | 0.8840 |
152
+ | No log | 3.0606 | 202 | 0.7527 | 0.4321 | 0.7527 | 0.8676 |
153
+ | No log | 3.0909 | 204 | 0.7292 | 0.4757 | 0.7292 | 0.8539 |
154
+ | No log | 3.1212 | 206 | 0.7197 | 0.5067 | 0.7197 | 0.8484 |
155
+ | No log | 3.1515 | 208 | 0.7574 | 0.6004 | 0.7574 | 0.8703 |
156
+ | No log | 3.1818 | 210 | 0.7540 | 0.5707 | 0.7540 | 0.8683 |
157
+ | No log | 3.2121 | 212 | 0.7494 | 0.3800 | 0.7494 | 0.8657 |
158
+ | No log | 3.2424 | 214 | 0.8258 | 0.4393 | 0.8258 | 0.9088 |
159
+ | No log | 3.2727 | 216 | 0.7815 | 0.3968 | 0.7815 | 0.8840 |
160
+ | No log | 3.3030 | 218 | 0.8011 | 0.5266 | 0.8011 | 0.8950 |
161
+ | No log | 3.3333 | 220 | 0.8225 | 0.4601 | 0.8225 | 0.9069 |
162
+ | No log | 3.3636 | 222 | 0.8378 | 0.3873 | 0.8378 | 0.9153 |
163
+ | No log | 3.3939 | 224 | 0.8771 | 0.4414 | 0.8771 | 0.9366 |
164
+ | No log | 3.4242 | 226 | 0.8047 | 0.4055 | 0.8047 | 0.8971 |
165
+ | No log | 3.4545 | 228 | 0.7975 | 0.5192 | 0.7975 | 0.8930 |
166
+ | No log | 3.4848 | 230 | 0.7908 | 0.4601 | 0.7908 | 0.8893 |
167
+ | No log | 3.5152 | 232 | 0.7849 | 0.4060 | 0.7849 | 0.8859 |
168
+ | No log | 3.5455 | 234 | 0.8196 | 0.3663 | 0.8196 | 0.9053 |
169
+ | No log | 3.5758 | 236 | 0.8160 | 0.3214 | 0.8160 | 0.9033 |
170
+ | No log | 3.6061 | 238 | 0.8457 | 0.3799 | 0.8457 | 0.9196 |
171
+ | No log | 3.6364 | 240 | 0.9465 | 0.3717 | 0.9465 | 0.9729 |
172
+ | No log | 3.6667 | 242 | 1.0394 | 0.4454 | 1.0394 | 1.0195 |
173
+ | No log | 3.6970 | 244 | 1.0833 | 0.4458 | 1.0833 | 1.0408 |
174
+ | No log | 3.7273 | 246 | 1.0674 | 0.4556 | 1.0674 | 1.0332 |
175
+ | No log | 3.7576 | 248 | 0.9754 | 0.3531 | 0.9754 | 0.9876 |
176
+ | No log | 3.7879 | 250 | 0.8859 | 0.2941 | 0.8859 | 0.9412 |
177
+ | No log | 3.8182 | 252 | 0.8493 | 0.2842 | 0.8493 | 0.9216 |
178
+ | No log | 3.8485 | 254 | 0.8725 | 0.4641 | 0.8725 | 0.9341 |
179
+ | No log | 3.8788 | 256 | 0.8974 | 0.4469 | 0.8974 | 0.9473 |
180
+ | No log | 3.9091 | 258 | 0.8938 | 0.4430 | 0.8938 | 0.9454 |
181
+ | No log | 3.9394 | 260 | 1.0542 | 0.4589 | 1.0542 | 1.0267 |
182
+ | No log | 3.9697 | 262 | 1.2098 | 0.3983 | 1.2098 | 1.0999 |
183
+ | No log | 4.0 | 264 | 1.0916 | 0.4568 | 1.0916 | 1.0448 |
184
+ | No log | 4.0303 | 266 | 0.9915 | 0.2769 | 0.9915 | 0.9958 |
185
+ | No log | 4.0606 | 268 | 0.9644 | 0.2229 | 0.9644 | 0.9821 |
186
+ | No log | 4.0909 | 270 | 0.9623 | 0.1255 | 0.9623 | 0.9810 |
187
+ | No log | 4.1212 | 272 | 0.9828 | 0.2102 | 0.9828 | 0.9914 |
188
+ | No log | 4.1515 | 274 | 1.0364 | 0.3453 | 1.0364 | 1.0180 |
189
+ | No log | 4.1818 | 276 | 1.0898 | 0.4241 | 1.0898 | 1.0439 |
190
+ | No log | 4.2121 | 278 | 1.0441 | 0.3913 | 1.0441 | 1.0218 |
191
+ | No log | 4.2424 | 280 | 0.9771 | 0.2387 | 0.9771 | 0.9885 |
192
+ | No log | 4.2727 | 282 | 0.9598 | 0.3544 | 0.9598 | 0.9797 |
193
+ | No log | 4.3030 | 284 | 1.0099 | 0.4338 | 1.0099 | 1.0050 |
194
+ | No log | 4.3333 | 286 | 0.9583 | 0.4204 | 0.9583 | 0.9789 |
195
+ | No log | 4.3636 | 288 | 0.9064 | 0.3571 | 0.9064 | 0.9520 |
196
+ | No log | 4.3939 | 290 | 0.9615 | 0.3876 | 0.9615 | 0.9806 |
197
+ | No log | 4.4242 | 292 | 1.0992 | 0.4910 | 1.0992 | 1.0484 |
198
+ | No log | 4.4545 | 294 | 1.3176 | 0.3217 | 1.3176 | 1.1479 |
199
+ | No log | 4.4848 | 296 | 1.3548 | 0.3475 | 1.3548 | 1.1640 |
200
+ | No log | 4.5152 | 298 | 1.1886 | 0.3731 | 1.1886 | 1.0902 |
201
+ | No log | 4.5455 | 300 | 1.0635 | 0.3124 | 1.0635 | 1.0313 |
202
+ | No log | 4.5758 | 302 | 1.0284 | 0.1969 | 1.0284 | 1.0141 |
203
+ | No log | 4.6061 | 304 | 0.9906 | 0.1625 | 0.9906 | 0.9953 |
204
+ | No log | 4.6364 | 306 | 0.9547 | 0.1625 | 0.9547 | 0.9771 |
205
+ | No log | 4.6667 | 308 | 0.9092 | 0.2061 | 0.9092 | 0.9535 |
206
+ | No log | 4.6970 | 310 | 0.9767 | 0.4769 | 0.9767 | 0.9883 |
207
+ | No log | 4.7273 | 312 | 1.1183 | 0.4011 | 1.1183 | 1.0575 |
208
+ | No log | 4.7576 | 314 | 1.0187 | 0.4686 | 1.0187 | 1.0093 |
209
+ | No log | 4.7879 | 316 | 0.8538 | 0.3915 | 0.8538 | 0.9240 |
210
+ | No log | 4.8182 | 318 | 0.8604 | 0.2818 | 0.8604 | 0.9276 |
211
+ | No log | 4.8485 | 320 | 0.9032 | 0.4139 | 0.9032 | 0.9504 |
212
+ | No log | 4.8788 | 322 | 0.8634 | 0.3728 | 0.8634 | 0.9292 |
213
+ | No log | 4.9091 | 324 | 0.8152 | 0.3896 | 0.8152 | 0.9029 |
214
+ | No log | 4.9394 | 326 | 0.8423 | 0.4590 | 0.8423 | 0.9178 |
215
+ | No log | 4.9697 | 328 | 0.8490 | 0.4069 | 0.8490 | 0.9214 |
216
+ | No log | 5.0 | 330 | 0.8867 | 0.3151 | 0.8867 | 0.9417 |
217
+ | No log | 5.0303 | 332 | 1.0384 | 0.3078 | 1.0384 | 1.0190 |
218
+ | No log | 5.0606 | 334 | 1.0963 | 0.3391 | 1.0963 | 1.0470 |
219
+ | No log | 5.0909 | 336 | 1.0347 | 0.3079 | 1.0347 | 1.0172 |
220
+ | No log | 5.1212 | 338 | 0.9305 | 0.3167 | 0.9305 | 0.9646 |
221
+ | No log | 5.1515 | 340 | 0.8930 | 0.3642 | 0.8930 | 0.9450 |
222
+ | No log | 5.1818 | 342 | 0.8926 | 0.3335 | 0.8926 | 0.9448 |
223
+ | No log | 5.2121 | 344 | 0.9333 | 0.2577 | 0.9333 | 0.9661 |
224
+ | No log | 5.2424 | 346 | 1.0365 | 0.3310 | 1.0365 | 1.0181 |
225
+ | No log | 5.2727 | 348 | 1.0581 | 0.3897 | 1.0581 | 1.0287 |
226
+ | No log | 5.3030 | 350 | 0.9981 | 0.4123 | 0.9981 | 0.9990 |
227
+ | No log | 5.3333 | 352 | 0.9449 | 0.4386 | 0.9449 | 0.9720 |
228
+ | No log | 5.3636 | 354 | 0.9717 | 0.4496 | 0.9717 | 0.9857 |
229
+ | No log | 5.3939 | 356 | 1.0150 | 0.4496 | 1.0150 | 1.0075 |
230
+ | No log | 5.4242 | 358 | 1.0643 | 0.4262 | 1.0643 | 1.0316 |
231
+ | No log | 5.4545 | 360 | 0.9916 | 0.4268 | 0.9916 | 0.9958 |
232
+ | No log | 5.4848 | 362 | 0.9088 | 0.4288 | 0.9088 | 0.9533 |
233
+ | No log | 5.5152 | 364 | 0.9040 | 0.3689 | 0.9040 | 0.9508 |
234
+ | No log | 5.5455 | 366 | 0.9252 | 0.3306 | 0.9252 | 0.9619 |
235
+ | No log | 5.5758 | 368 | 0.8891 | 0.3172 | 0.8891 | 0.9429 |
236
+ | No log | 5.6061 | 370 | 0.9051 | 0.2744 | 0.9051 | 0.9513 |
237
+ | No log | 5.6364 | 372 | 0.9258 | 0.3706 | 0.9258 | 0.9622 |
238
+ | No log | 5.6667 | 374 | 0.9157 | 0.3747 | 0.9157 | 0.9569 |
239
+ | No log | 5.6970 | 376 | 0.8886 | 0.4242 | 0.8886 | 0.9427 |
240
+ | No log | 5.7273 | 378 | 0.9939 | 0.3596 | 0.9939 | 0.9970 |
241
+ | No log | 5.7576 | 380 | 0.9680 | 0.4039 | 0.9680 | 0.9839 |
242
+ | No log | 5.7879 | 382 | 0.8484 | 0.3836 | 0.8484 | 0.9211 |
243
+ | No log | 5.8182 | 384 | 0.8652 | 0.4395 | 0.8652 | 0.9302 |
244
+ | No log | 5.8485 | 386 | 0.8495 | 0.4395 | 0.8495 | 0.9217 |
245
+ | No log | 5.8788 | 388 | 0.8454 | 0.4619 | 0.8454 | 0.9195 |
246
+ | No log | 5.9091 | 390 | 0.8298 | 0.5085 | 0.8298 | 0.9109 |
247
+ | No log | 5.9394 | 392 | 0.9005 | 0.5165 | 0.9005 | 0.9489 |
248
+ | No log | 5.9697 | 394 | 0.9272 | 0.5057 | 0.9272 | 0.9629 |
249
+ | No log | 6.0 | 396 | 0.8708 | 0.4912 | 0.8708 | 0.9332 |
250
+ | No log | 6.0303 | 398 | 0.8733 | 0.4465 | 0.8733 | 0.9345 |
251
+ | No log | 6.0606 | 400 | 0.9256 | 0.4507 | 0.9256 | 0.9621 |
252
+ | No log | 6.0909 | 402 | 1.0604 | 0.4341 | 1.0604 | 1.0298 |
253
+ | No log | 6.1212 | 404 | 1.1606 | 0.4100 | 1.1606 | 1.0773 |
254
+ | No log | 6.1515 | 406 | 1.0830 | 0.4103 | 1.0830 | 1.0407 |
255
+ | No log | 6.1818 | 408 | 0.9245 | 0.3551 | 0.9245 | 0.9615 |
256
+ | No log | 6.2121 | 410 | 0.8827 | 0.2744 | 0.8827 | 0.9395 |
257
+ | No log | 6.2424 | 412 | 0.8740 | 0.2744 | 0.8740 | 0.9349 |
258
+ | No log | 6.2727 | 414 | 0.8947 | 0.4143 | 0.8947 | 0.9459 |
259
+ | No log | 6.3030 | 416 | 0.9035 | 0.4465 | 0.9035 | 0.9505 |
260
+ | No log | 6.3333 | 418 | 0.9062 | 0.4575 | 0.9062 | 0.9519 |
261
+ | No log | 6.3636 | 420 | 0.9015 | 0.4575 | 0.9015 | 0.9495 |
262
+ | No log | 6.3939 | 422 | 0.8327 | 0.4476 | 0.8327 | 0.9125 |
263
+ | No log | 6.4242 | 424 | 0.7989 | 0.4759 | 0.7989 | 0.8938 |
264
+ | No log | 6.4545 | 426 | 0.8145 | 0.5221 | 0.8145 | 0.9025 |
265
+ | No log | 6.4848 | 428 | 0.8703 | 0.5067 | 0.8703 | 0.9329 |
266
+ | No log | 6.5152 | 430 | 0.9603 | 0.4255 | 0.9603 | 0.9799 |
267
+ | No log | 6.5455 | 432 | 1.0774 | 0.4241 | 1.0774 | 1.0380 |
268
+ | No log | 6.5758 | 434 | 1.0364 | 0.4222 | 1.0364 | 1.0180 |
269
+ | No log | 6.6061 | 436 | 0.8935 | 0.3285 | 0.8935 | 0.9452 |
270
+ | No log | 6.6364 | 438 | 0.8629 | 0.3129 | 0.8629 | 0.9289 |
271
+ | No log | 6.6667 | 440 | 0.8399 | 0.3403 | 0.8399 | 0.9165 |
272
+ | No log | 6.6970 | 442 | 0.8351 | 0.3071 | 0.8351 | 0.9138 |
273
+ | No log | 6.7273 | 444 | 0.8731 | 0.2842 | 0.8731 | 0.9344 |
274
+ | No log | 6.7576 | 446 | 0.9103 | 0.2287 | 0.9103 | 0.9541 |
275
+ | No log | 6.7879 | 448 | 0.8927 | 0.2721 | 0.8927 | 0.9448 |
276
+ | No log | 6.8182 | 450 | 0.8730 | 0.3878 | 0.8730 | 0.9343 |
277
+ | No log | 6.8485 | 452 | 0.8658 | 0.4062 | 0.8658 | 0.9305 |
278
+ | No log | 6.8788 | 454 | 0.8700 | 0.3878 | 0.8700 | 0.9327 |
279
+ | No log | 6.9091 | 456 | 0.8736 | 0.2865 | 0.8736 | 0.9347 |
280
+ | No log | 6.9394 | 458 | 0.9303 | 0.2487 | 0.9303 | 0.9645 |
281
+ | No log | 6.9697 | 460 | 0.9527 | 0.3196 | 0.9527 | 0.9761 |
282
+ | No log | 7.0 | 462 | 0.8717 | 0.2814 | 0.8717 | 0.9336 |
283
+ | No log | 7.0303 | 464 | 0.8225 | 0.4346 | 0.8225 | 0.9069 |
284
+ | No log | 7.0606 | 466 | 0.8294 | 0.4625 | 0.8294 | 0.9107 |
285
+ | No log | 7.0909 | 468 | 0.8308 | 0.4186 | 0.8308 | 0.9115 |
286
+ | No log | 7.1212 | 470 | 0.9621 | 0.4464 | 0.9621 | 0.9809 |
287
+ | No log | 7.1515 | 472 | 1.0293 | 0.4767 | 1.0293 | 1.0146 |
288
+ | No log | 7.1818 | 474 | 0.9369 | 0.4310 | 0.9369 | 0.9680 |
289
+ | No log | 7.2121 | 476 | 0.8010 | 0.3697 | 0.8010 | 0.8950 |
290
+ | No log | 7.2424 | 478 | 0.7780 | 0.3816 | 0.7780 | 0.8821 |
291
+ | No log | 7.2727 | 480 | 0.7889 | 0.4304 | 0.7889 | 0.8882 |
292
+ | No log | 7.3030 | 482 | 0.8469 | 0.3728 | 0.8469 | 0.9203 |
293
+ | No log | 7.3333 | 484 | 0.9643 | 0.4212 | 0.9643 | 0.9820 |
294
+ | No log | 7.3636 | 486 | 1.1608 | 0.4226 | 1.1608 | 1.0774 |
295
+ | No log | 7.3939 | 488 | 1.2320 | 0.4332 | 1.2320 | 1.1100 |
296
+ | No log | 7.4242 | 490 | 1.0890 | 0.4765 | 1.0890 | 1.0436 |
297
+ | No log | 7.4545 | 492 | 0.8467 | 0.4499 | 0.8467 | 0.9202 |
298
+ | No log | 7.4848 | 494 | 0.7560 | 0.4019 | 0.7560 | 0.8695 |
299
+ | No log | 7.5152 | 496 | 0.7563 | 0.3730 | 0.7563 | 0.8697 |
300
+ | No log | 7.5455 | 498 | 0.7556 | 0.4143 | 0.7556 | 0.8693 |
301
+ | 0.3178 | 7.5758 | 500 | 0.8398 | 0.3570 | 0.8398 | 0.9164 |
302
+ | 0.3178 | 7.6061 | 502 | 1.0663 | 0.4216 | 1.0663 | 1.0326 |
303
+ | 0.3178 | 7.6364 | 504 | 1.2037 | 0.4243 | 1.2037 | 1.0971 |
304
+ | 0.3178 | 7.6667 | 506 | 1.2128 | 0.4243 | 1.2128 | 1.1013 |
305
+ | 0.3178 | 7.6970 | 508 | 1.0744 | 0.4226 | 1.0744 | 1.0365 |
306
+ | 0.3178 | 7.7273 | 510 | 0.9107 | 0.4170 | 0.9107 | 0.9543 |
307
+ | 0.3178 | 7.7576 | 512 | 0.8419 | 0.3628 | 0.8419 | 0.9176 |
308
+ | 0.3178 | 7.7879 | 514 | 0.8462 | 0.3347 | 0.8462 | 0.9199 |
309
+ | 0.3178 | 7.8182 | 516 | 0.8760 | 0.2942 | 0.8760 | 0.9360 |
310
+ | 0.3178 | 7.8485 | 518 | 0.8786 | 0.2623 | 0.8786 | 0.9374 |
311
+ | 0.3178 | 7.8788 | 520 | 0.8764 | 0.2647 | 0.8764 | 0.9362 |
312
+ | 0.3178 | 7.9091 | 522 | 0.8786 | 0.4102 | 0.8786 | 0.9373 |
313
+ | 0.3178 | 7.9394 | 524 | 0.8409 | 0.4634 | 0.8409 | 0.9170 |
314
+ | 0.3178 | 7.9697 | 526 | 0.8191 | 0.5213 | 0.8191 | 0.9051 |
315
+ | 0.3178 | 8.0 | 528 | 0.8498 | 0.4736 | 0.8498 | 0.9218 |
316
+ | 0.3178 | 8.0303 | 530 | 0.9267 | 0.4005 | 0.9267 | 0.9627 |
317
+ | 0.3178 | 8.0606 | 532 | 0.8856 | 0.4186 | 0.8856 | 0.9411 |
318
+ | 0.3178 | 8.0909 | 534 | 0.8330 | 0.4957 | 0.8330 | 0.9127 |
319
+ | 0.3178 | 8.1212 | 536 | 0.8257 | 0.3981 | 0.8257 | 0.9087 |
320
+ | 0.3178 | 8.1515 | 538 | 0.8201 | 0.3367 | 0.8201 | 0.9056 |
321
+ | 0.3178 | 8.1818 | 540 | 0.8132 | 0.4295 | 0.8132 | 0.9018 |
322
+ | 0.3178 | 8.2121 | 542 | 0.8163 | 0.4321 | 0.8163 | 0.9035 |
323
+ | 0.3178 | 8.2424 | 544 | 0.8312 | 0.3602 | 0.8312 | 0.9117 |
324
+ | 0.3178 | 8.2727 | 546 | 0.8747 | 0.4884 | 0.8747 | 0.9352 |
325
+ | 0.3178 | 8.3030 | 548 | 0.8750 | 0.4776 | 0.8750 | 0.9354 |
326
+ | 0.3178 | 8.3333 | 550 | 0.8593 | 0.4102 | 0.8593 | 0.9270 |
327
+ | 0.3178 | 8.3636 | 552 | 0.8457 | 0.3839 | 0.8457 | 0.9196 |
328
+ | 0.3178 | 8.3939 | 554 | 0.8367 | 0.3505 | 0.8367 | 0.9147 |
329
+ | 0.3178 | 8.4242 | 556 | 0.8444 | 0.4115 | 0.8444 | 0.9189 |
330
+ | 0.3178 | 8.4545 | 558 | 0.8248 | 0.3717 | 0.8248 | 0.9082 |
331
+ | 0.3178 | 8.4848 | 560 | 0.8506 | 0.4115 | 0.8506 | 0.9223 |
332
+ | 0.3178 | 8.5152 | 562 | 0.9297 | 0.3710 | 0.9297 | 0.9642 |
333
+ | 0.3178 | 8.5455 | 564 | 1.0109 | 0.3845 | 1.0109 | 1.0054 |
334
+ | 0.3178 | 8.5758 | 566 | 1.0351 | 0.3954 | 1.0351 | 1.0174 |
335
+ | 0.3178 | 8.6061 | 568 | 1.0438 | 0.4222 | 1.0438 | 1.0217 |
336
+ | 0.3178 | 8.6364 | 570 | 0.9493 | 0.3596 | 0.9493 | 0.9743 |
337
+ | 0.3178 | 8.6667 | 572 | 0.9444 | 0.2929 | 0.9444 | 0.9718 |
338
+ | 0.3178 | 8.6970 | 574 | 0.9997 | 0.3026 | 0.9997 | 0.9999 |
339
+ | 0.3178 | 8.7273 | 576 | 1.0304 | 0.3812 | 1.0304 | 1.0151 |
340
+ | 0.3178 | 8.7576 | 578 | 0.9842 | 0.4482 | 0.9842 | 0.9921 |
341
+ | 0.3178 | 8.7879 | 580 | 0.9375 | 0.4268 | 0.9375 | 0.9682 |
342
+ | 0.3178 | 8.8182 | 582 | 0.8594 | 0.4289 | 0.8593 | 0.9270 |
343
+ | 0.3178 | 8.8485 | 584 | 0.8447 | 0.4534 | 0.8447 | 0.9191 |
344
+ | 0.3178 | 8.8788 | 586 | 0.8706 | 0.3931 | 0.8706 | 0.9330 |
345
+ | 0.3178 | 8.9091 | 588 | 0.9329 | 0.4823 | 0.9329 | 0.9659 |
346
+ | 0.3178 | 8.9394 | 590 | 0.9211 | 0.3788 | 0.9211 | 0.9597 |
347
+ | 0.3178 | 8.9697 | 592 | 0.9389 | 0.4143 | 0.9389 | 0.9690 |
348
+ | 0.3178 | 9.0 | 594 | 0.9385 | 0.3108 | 0.9385 | 0.9688 |
349
+ | 0.3178 | 9.0303 | 596 | 0.9311 | 0.3474 | 0.9311 | 0.9650 |
350
+ | 0.3178 | 9.0606 | 598 | 0.9648 | 0.3108 | 0.9648 | 0.9823 |
351
+ | 0.3178 | 9.0909 | 600 | 0.9539 | 0.3108 | 0.9539 | 0.9767 |
352
+ | 0.3178 | 9.1212 | 602 | 0.9500 | 0.3474 | 0.9500 | 0.9747 |
353
 
354
 
355
  ### Framework versions
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