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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_task1_organization

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  1. README.md +263 -269
  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_task1_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_task1_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: 0.9060
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- - Qwk: 0.6528
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- - Mse: 0.9059
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- - Rmse: 0.9518
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  ## Model description
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@@ -47,269 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.0294 | 2 | 6.8197 | 0.0308 | 6.8197 | 2.6115 |
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- | No log | 0.0588 | 4 | 4.5309 | 0.0945 | 4.5309 | 2.1286 |
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- | No log | 0.0882 | 6 | 3.3381 | 0.0226 | 3.3381 | 1.8270 |
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- | No log | 0.1176 | 8 | 2.6638 | 0.1325 | 2.6638 | 1.6321 |
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- | No log | 0.1471 | 10 | 1.9963 | 0.2047 | 1.9963 | 1.4129 |
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- | No log | 0.1765 | 12 | 1.8684 | 0.2202 | 1.8684 | 1.3669 |
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- | No log | 0.2059 | 14 | 1.9436 | 0.1682 | 1.9436 | 1.3941 |
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- | No log | 0.2353 | 16 | 1.8971 | 0.1905 | 1.8971 | 1.3774 |
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- | No log | 0.2647 | 18 | 1.7341 | 0.1714 | 1.7341 | 1.3168 |
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- | No log | 0.2941 | 20 | 1.6687 | 0.2075 | 1.6687 | 1.2918 |
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- | No log | 0.3235 | 22 | 1.7720 | 0.1698 | 1.7720 | 1.3312 |
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- | No log | 0.3529 | 24 | 2.0101 | 0.1167 | 2.0101 | 1.4178 |
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- | No log | 0.3824 | 26 | 2.4807 | 0.0709 | 2.4807 | 1.5750 |
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- | No log | 0.4118 | 28 | 2.6789 | 0.0135 | 2.6789 | 1.6367 |
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- | No log | 0.4412 | 30 | 2.4035 | 0.0833 | 2.4035 | 1.5503 |
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- | No log | 0.4706 | 32 | 1.9735 | 0.2137 | 1.9735 | 1.4048 |
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- | No log | 0.5 | 34 | 1.7333 | 0.2222 | 1.7333 | 1.3166 |
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- | No log | 0.5294 | 36 | 1.6178 | 0.2143 | 1.6178 | 1.2719 |
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- | No log | 0.5588 | 38 | 1.6814 | 0.1622 | 1.6814 | 1.2967 |
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- | No log | 0.5882 | 40 | 1.8363 | 0.1897 | 1.8363 | 1.3551 |
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- | No log | 0.6176 | 42 | 1.7297 | 0.1724 | 1.7297 | 1.3152 |
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- | No log | 0.6471 | 44 | 1.6567 | 0.1709 | 1.6567 | 1.2871 |
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- | No log | 0.6765 | 46 | 1.6473 | 0.2975 | 1.6473 | 1.2835 |
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- | No log | 0.7059 | 48 | 1.6339 | 0.2810 | 1.6339 | 1.2783 |
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- | No log | 0.7353 | 50 | 1.4977 | 0.3115 | 1.4977 | 1.2238 |
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- | No log | 0.7647 | 52 | 1.4125 | 0.3248 | 1.4125 | 1.1885 |
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- | No log | 0.7941 | 54 | 1.3721 | 0.3966 | 1.3721 | 1.1714 |
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- | No log | 0.8235 | 56 | 1.3618 | 0.3717 | 1.3618 | 1.1670 |
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- | No log | 0.8529 | 58 | 1.3272 | 0.3652 | 1.3272 | 1.1520 |
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- | No log | 0.8824 | 60 | 1.3405 | 0.3898 | 1.3405 | 1.1578 |
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- | No log | 0.9118 | 62 | 1.3804 | 0.3833 | 1.3804 | 1.1749 |
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- | No log | 0.9412 | 64 | 1.2838 | 0.5 | 1.2838 | 1.1331 |
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- | No log | 0.9706 | 66 | 1.3054 | 0.512 | 1.3054 | 1.1425 |
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- | No log | 1.0 | 68 | 1.4800 | 0.4580 | 1.4800 | 1.2166 |
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- | No log | 1.0294 | 70 | 1.5923 | 0.3256 | 1.5923 | 1.2619 |
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- | No log | 1.0588 | 72 | 1.2293 | 0.4715 | 1.2293 | 1.1087 |
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- | No log | 1.0882 | 74 | 1.2682 | 0.4 | 1.2682 | 1.1261 |
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- | No log | 1.1176 | 76 | 1.3300 | 0.4 | 1.3300 | 1.1532 |
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- | No log | 1.1471 | 78 | 1.2872 | 0.3793 | 1.2872 | 1.1345 |
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- | No log | 1.1765 | 80 | 1.3327 | 0.3802 | 1.3327 | 1.1544 |
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- | No log | 1.2059 | 82 | 1.2670 | 0.4098 | 1.2670 | 1.1256 |
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- | No log | 1.2353 | 84 | 1.3092 | 0.4444 | 1.3092 | 1.1442 |
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- | No log | 1.2647 | 86 | 1.3663 | 0.4030 | 1.3663 | 1.1689 |
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- | No log | 1.2941 | 88 | 1.2835 | 0.5333 | 1.2835 | 1.1329 |
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- | No log | 1.3235 | 90 | 1.2911 | 0.5522 | 1.2911 | 1.1363 |
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- | No log | 1.3529 | 92 | 1.3894 | 0.4060 | 1.3894 | 1.1787 |
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- | No log | 1.3824 | 94 | 1.5508 | 0.2581 | 1.5508 | 1.2453 |
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- | No log | 1.4118 | 96 | 1.6701 | 0.2833 | 1.6701 | 1.2923 |
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- | No log | 1.4412 | 98 | 1.5786 | 0.3559 | 1.5786 | 1.2564 |
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- | No log | 1.4706 | 100 | 1.3860 | 0.4444 | 1.3860 | 1.1773 |
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- | No log | 1.5 | 102 | 1.3283 | 0.4754 | 1.3283 | 1.1525 |
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- | No log | 1.5294 | 104 | 1.3236 | 0.4262 | 1.3236 | 1.1505 |
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- | No log | 1.5588 | 106 | 1.2869 | 0.4628 | 1.2869 | 1.1344 |
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- | No log | 1.5882 | 108 | 1.2100 | 0.4918 | 1.2100 | 1.1000 |
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- | No log | 1.6176 | 110 | 1.3107 | 0.4961 | 1.3107 | 1.1449 |
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- | No log | 1.6471 | 112 | 1.4033 | 0.4394 | 1.4033 | 1.1846 |
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- | No log | 1.6765 | 114 | 1.2775 | 0.5564 | 1.2775 | 1.1303 |
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- | No log | 1.7059 | 116 | 1.0337 | 0.5082 | 1.0337 | 1.0167 |
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- | No log | 1.7353 | 118 | 1.1093 | 0.5522 | 1.1093 | 1.0533 |
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- | No log | 1.7647 | 120 | 1.3278 | 0.4965 | 1.3278 | 1.1523 |
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- | No log | 1.7941 | 122 | 1.0769 | 0.5612 | 1.0769 | 1.0378 |
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- | No log | 1.8235 | 124 | 0.8877 | 0.6767 | 0.8877 | 0.9422 |
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- | No log | 1.8529 | 126 | 1.0692 | 0.5920 | 1.0692 | 1.0340 |
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- | No log | 1.8824 | 128 | 1.1410 | 0.5806 | 1.1410 | 1.0682 |
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- | No log | 1.9118 | 130 | 1.0140 | 0.5920 | 1.0140 | 1.0070 |
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- | No log | 1.9412 | 132 | 0.8940 | 0.6080 | 0.8940 | 0.9455 |
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- | No log | 1.9706 | 134 | 0.9085 | 0.528 | 0.9085 | 0.9531 |
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- | No log | 2.0 | 136 | 0.9284 | 0.5645 | 0.9284 | 0.9635 |
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- | No log | 2.0294 | 138 | 1.0098 | 0.5902 | 1.0098 | 1.0049 |
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- | No log | 2.0588 | 140 | 1.2013 | 0.5645 | 1.2013 | 1.0960 |
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- | No log | 2.0882 | 142 | 1.2438 | 0.5191 | 1.2438 | 1.1152 |
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- | No log | 2.1176 | 144 | 1.0031 | 0.5926 | 1.0031 | 1.0015 |
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- | No log | 2.1471 | 146 | 0.8315 | 0.6466 | 0.8315 | 0.9119 |
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- | No log | 2.1765 | 148 | 0.8424 | 0.6567 | 0.8424 | 0.9178 |
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- | No log | 2.2059 | 150 | 0.9776 | 0.6107 | 0.9776 | 0.9887 |
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- | No log | 2.2353 | 152 | 1.1099 | 0.6015 | 1.1099 | 1.0535 |
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- | No log | 2.2647 | 154 | 1.1890 | 0.5758 | 1.1890 | 1.0904 |
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- | No log | 2.2941 | 156 | 1.2301 | 0.5113 | 1.2301 | 1.1091 |
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- | No log | 2.3235 | 158 | 1.2572 | 0.5113 | 1.2572 | 1.1212 |
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- | No log | 2.3529 | 160 | 1.1778 | 0.5846 | 1.1778 | 1.0853 |
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- | No log | 2.3824 | 162 | 1.1260 | 0.5802 | 1.1260 | 1.0611 |
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- | No log | 2.4118 | 164 | 1.1018 | 0.5758 | 1.1018 | 1.0497 |
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- | No log | 2.4412 | 166 | 0.9536 | 0.6176 | 0.9536 | 0.9765 |
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- | No log | 2.4706 | 168 | 0.9101 | 0.6176 | 0.9101 | 0.9540 |
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- | No log | 2.5 | 170 | 0.9343 | 0.5926 | 0.9343 | 0.9666 |
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- | No log | 2.5294 | 172 | 0.9077 | 0.5926 | 0.9077 | 0.9527 |
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- | No log | 2.5588 | 174 | 0.9062 | 0.5649 | 0.9062 | 0.9520 |
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- | No log | 2.5882 | 176 | 0.9881 | 0.5564 | 0.9881 | 0.9941 |
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- | No log | 2.6176 | 178 | 0.9764 | 0.5606 | 0.9764 | 0.9881 |
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- | No log | 2.6471 | 180 | 0.8647 | 0.6714 | 0.8647 | 0.9299 |
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- | No log | 2.6765 | 182 | 0.8154 | 0.6619 | 0.8154 | 0.9030 |
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- | No log | 2.7059 | 184 | 0.8174 | 0.6667 | 0.8174 | 0.9041 |
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- | No log | 2.7353 | 186 | 0.8385 | 0.6569 | 0.8385 | 0.9157 |
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- | No log | 2.7647 | 188 | 0.8960 | 0.6471 | 0.8960 | 0.9466 |
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- | No log | 2.7941 | 190 | 0.9310 | 0.6418 | 0.9310 | 0.9649 |
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- | No log | 2.8235 | 192 | 0.9794 | 0.6324 | 0.9794 | 0.9897 |
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- | No log | 2.8529 | 194 | 1.0001 | 0.6475 | 1.0001 | 1.0001 |
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- | No log | 2.8824 | 196 | 0.9737 | 0.6222 | 0.9737 | 0.9867 |
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- | No log | 2.9118 | 198 | 1.1565 | 0.5231 | 1.1565 | 1.0754 |
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- | No log | 2.9412 | 200 | 1.2072 | 0.4962 | 1.2072 | 1.0987 |
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- | No log | 2.9706 | 202 | 1.0250 | 0.5926 | 1.0250 | 1.0124 |
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- | No log | 3.0 | 204 | 0.8340 | 0.7133 | 0.8340 | 0.9133 |
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- | No log | 3.0294 | 206 | 0.8557 | 0.6713 | 0.8557 | 0.9250 |
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- | No log | 3.0588 | 208 | 0.8265 | 0.7075 | 0.8265 | 0.9091 |
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- | No log | 3.0882 | 210 | 0.7823 | 0.7211 | 0.7823 | 0.8845 |
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- | No log | 3.1176 | 212 | 0.8634 | 0.5942 | 0.8634 | 0.9292 |
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- | No log | 3.1471 | 214 | 0.8797 | 0.5942 | 0.8797 | 0.9379 |
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- | No log | 3.1765 | 216 | 0.8857 | 0.6715 | 0.8857 | 0.9411 |
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- | No log | 3.2059 | 218 | 0.9167 | 0.6618 | 0.9167 | 0.9574 |
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- | No log | 3.2353 | 220 | 0.9117 | 0.6370 | 0.9117 | 0.9548 |
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- | No log | 3.2647 | 222 | 0.9196 | 0.6906 | 0.9196 | 0.9589 |
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- | No log | 3.2941 | 224 | 0.8875 | 0.7050 | 0.8875 | 0.9421 |
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- | No log | 3.3235 | 226 | 0.8208 | 0.7042 | 0.8208 | 0.9060 |
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- | No log | 3.3529 | 228 | 0.8010 | 0.7383 | 0.8010 | 0.8950 |
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- | No log | 3.3824 | 230 | 0.8593 | 0.7027 | 0.8593 | 0.9270 |
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- | No log | 3.4118 | 232 | 1.0218 | 0.6486 | 1.0218 | 1.0108 |
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- | No log | 3.4412 | 234 | 0.9886 | 0.6486 | 0.9886 | 0.9943 |
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- | No log | 3.4706 | 236 | 0.7902 | 0.7075 | 0.7902 | 0.8889 |
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- | No log | 3.5 | 238 | 0.6713 | 0.7467 | 0.6713 | 0.8193 |
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- | No log | 3.5294 | 240 | 0.6624 | 0.7550 | 0.6624 | 0.8139 |
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- | No log | 3.5588 | 242 | 0.7087 | 0.7483 | 0.7087 | 0.8418 |
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- | No log | 3.5882 | 244 | 0.8007 | 0.6853 | 0.8007 | 0.8948 |
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- | No log | 3.6176 | 246 | 0.8943 | 0.6761 | 0.8943 | 0.9457 |
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- | No log | 3.6471 | 248 | 0.8118 | 0.6853 | 0.8118 | 0.9010 |
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- | No log | 3.6765 | 250 | 0.7553 | 0.75 | 0.7553 | 0.8691 |
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- | No log | 3.7059 | 252 | 0.7476 | 0.7133 | 0.7476 | 0.8646 |
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- | No log | 3.7353 | 254 | 0.7037 | 0.75 | 0.7037 | 0.8388 |
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- | No log | 3.7647 | 256 | 0.8283 | 0.6853 | 0.8283 | 0.9101 |
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- | No log | 3.7941 | 258 | 1.0482 | 0.6622 | 1.0482 | 1.0238 |
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- | No log | 3.8235 | 260 | 1.1976 | 0.5658 | 1.1976 | 1.0944 |
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- | No log | 3.8529 | 262 | 1.2006 | 0.5541 | 1.2006 | 1.0957 |
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- | No log | 3.8824 | 264 | 0.9711 | 0.625 | 0.9711 | 0.9854 |
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- | No log | 3.9118 | 266 | 0.7249 | 0.7222 | 0.7249 | 0.8514 |
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- | No log | 3.9412 | 268 | 0.7365 | 0.7083 | 0.7365 | 0.8582 |
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- | No log | 3.9706 | 270 | 0.7474 | 0.7034 | 0.7474 | 0.8645 |
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- | No log | 4.0 | 272 | 0.6991 | 0.7172 | 0.6991 | 0.8361 |
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- | No log | 4.0294 | 274 | 0.7767 | 0.6957 | 0.7767 | 0.8813 |
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- | No log | 4.0588 | 276 | 0.8155 | 0.6667 | 0.8155 | 0.9030 |
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- | No log | 4.0882 | 278 | 0.7908 | 0.6763 | 0.7908 | 0.8893 |
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- | No log | 4.1176 | 280 | 0.7333 | 0.7133 | 0.7333 | 0.8563 |
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- | No log | 4.1471 | 282 | 0.7786 | 0.7397 | 0.7786 | 0.8824 |
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- | No log | 4.1765 | 284 | 0.8953 | 0.7114 | 0.8953 | 0.9462 |
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- | No log | 4.2059 | 286 | 0.8581 | 0.7285 | 0.8581 | 0.9264 |
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- | No log | 4.2353 | 288 | 0.7443 | 0.7260 | 0.7443 | 0.8628 |
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- | No log | 4.2647 | 290 | 0.7496 | 0.7432 | 0.7496 | 0.8658 |
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- | No log | 4.2941 | 292 | 0.8544 | 0.6434 | 0.8544 | 0.9244 |
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- | No log | 4.3235 | 294 | 0.8505 | 0.6434 | 0.8505 | 0.9222 |
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- | No log | 4.3529 | 296 | 0.7592 | 0.7483 | 0.7592 | 0.8713 |
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- | No log | 4.3824 | 298 | 0.7677 | 0.7413 | 0.7677 | 0.8762 |
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- | No log | 4.4118 | 300 | 0.8216 | 0.6950 | 0.8216 | 0.9064 |
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- | No log | 4.4412 | 302 | 0.8006 | 0.7273 | 0.8006 | 0.8948 |
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- | No log | 4.4706 | 304 | 0.7853 | 0.7310 | 0.7853 | 0.8862 |
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- | No log | 4.5 | 306 | 0.7679 | 0.7310 | 0.7679 | 0.8763 |
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- | No log | 4.5294 | 308 | 0.7760 | 0.6812 | 0.7760 | 0.8809 |
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- | No log | 4.5588 | 310 | 0.8112 | 0.6429 | 0.8112 | 0.9007 |
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- | No log | 4.5882 | 312 | 0.8282 | 0.6241 | 0.8282 | 0.9100 |
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- | No log | 4.6176 | 314 | 0.7554 | 0.6857 | 0.7554 | 0.8691 |
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- | No log | 4.6471 | 316 | 0.6677 | 0.7397 | 0.6677 | 0.8171 |
210
- | No log | 4.6765 | 318 | 0.6540 | 0.7568 | 0.6540 | 0.8087 |
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- | No log | 4.7059 | 320 | 0.6592 | 0.7397 | 0.6592 | 0.8119 |
212
- | No log | 4.7353 | 322 | 0.7132 | 0.7211 | 0.7132 | 0.8445 |
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- | No log | 4.7647 | 324 | 0.6742 | 0.7297 | 0.6742 | 0.8211 |
214
- | No log | 4.7941 | 326 | 0.7556 | 0.6980 | 0.7556 | 0.8693 |
215
- | No log | 4.8235 | 328 | 0.7860 | 0.6980 | 0.7860 | 0.8866 |
216
- | No log | 4.8529 | 330 | 0.7459 | 0.6980 | 0.7459 | 0.8637 |
217
- | No log | 4.8824 | 332 | 0.7437 | 0.7222 | 0.7437 | 0.8624 |
218
- | No log | 4.9118 | 334 | 0.8359 | 0.6993 | 0.8359 | 0.9143 |
219
- | No log | 4.9412 | 336 | 0.8533 | 0.6993 | 0.8533 | 0.9238 |
220
- | No log | 4.9706 | 338 | 0.7572 | 0.7222 | 0.7572 | 0.8702 |
221
- | No log | 5.0 | 340 | 0.6992 | 0.7383 | 0.6992 | 0.8362 |
222
- | No log | 5.0294 | 342 | 0.6417 | 0.76 | 0.6417 | 0.8011 |
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- | No log | 5.0588 | 344 | 0.6322 | 0.7550 | 0.6322 | 0.7951 |
224
- | No log | 5.0882 | 346 | 0.7314 | 0.7297 | 0.7314 | 0.8552 |
225
- | No log | 5.1176 | 348 | 0.9230 | 0.7067 | 0.9230 | 0.9608 |
226
- | No log | 5.1471 | 350 | 0.9531 | 0.7067 | 0.9531 | 0.9763 |
227
- | No log | 5.1765 | 352 | 0.8595 | 0.7067 | 0.8595 | 0.9271 |
228
- | No log | 5.2059 | 354 | 0.7495 | 0.7568 | 0.7495 | 0.8658 |
229
- | No log | 5.2353 | 356 | 0.6563 | 0.8101 | 0.6563 | 0.8101 |
230
- | No log | 5.2647 | 358 | 0.6607 | 0.7925 | 0.6607 | 0.8128 |
231
- | No log | 5.2941 | 360 | 0.6206 | 0.7871 | 0.6206 | 0.7878 |
232
- | No log | 5.3235 | 362 | 0.6342 | 0.7619 | 0.6342 | 0.7964 |
233
- | No log | 5.3529 | 364 | 0.7461 | 0.7297 | 0.7461 | 0.8638 |
234
- | No log | 5.3824 | 366 | 0.8153 | 0.6993 | 0.8153 | 0.9029 |
235
- | No log | 5.4118 | 368 | 0.8234 | 0.6857 | 0.8234 | 0.9074 |
236
- | No log | 5.4412 | 370 | 0.7971 | 0.6857 | 0.7971 | 0.8928 |
237
- | No log | 5.4706 | 372 | 0.7923 | 0.6950 | 0.7923 | 0.8901 |
238
- | No log | 5.5 | 374 | 0.8254 | 0.6857 | 0.8254 | 0.9085 |
239
- | No log | 5.5294 | 376 | 0.9049 | 0.6232 | 0.9049 | 0.9513 |
240
- | No log | 5.5588 | 378 | 1.0041 | 0.5839 | 1.0041 | 1.0021 |
241
- | No log | 5.5882 | 380 | 0.9948 | 0.5672 | 0.9948 | 0.9974 |
242
- | No log | 5.6176 | 382 | 0.8244 | 0.6897 | 0.8244 | 0.9080 |
243
- | No log | 5.6471 | 384 | 0.7394 | 0.6944 | 0.7394 | 0.8599 |
244
- | No log | 5.6765 | 386 | 0.8404 | 0.6713 | 0.8404 | 0.9168 |
245
- | No log | 5.7059 | 388 | 0.9074 | 0.6761 | 0.9074 | 0.9526 |
246
- | No log | 5.7353 | 390 | 0.8588 | 0.6522 | 0.8588 | 0.9267 |
247
- | No log | 5.7647 | 392 | 0.8666 | 0.6094 | 0.8666 | 0.9309 |
248
- | No log | 5.7941 | 394 | 0.9749 | 0.6154 | 0.9749 | 0.9874 |
249
- | No log | 5.8235 | 396 | 1.0793 | 0.5522 | 1.0793 | 1.0389 |
250
- | No log | 5.8529 | 398 | 1.0684 | 0.4964 | 1.0684 | 1.0336 |
251
- | No log | 5.8824 | 400 | 0.9618 | 0.5865 | 0.9618 | 0.9807 |
252
- | No log | 5.9118 | 402 | 0.8725 | 0.6714 | 0.8725 | 0.9341 |
253
- | No log | 5.9412 | 404 | 0.8775 | 0.6761 | 0.8775 | 0.9368 |
254
- | No log | 5.9706 | 406 | 0.9317 | 0.6667 | 0.9317 | 0.9652 |
255
- | No log | 6.0 | 408 | 0.9727 | 0.6324 | 0.9727 | 0.9862 |
256
- | No log | 6.0294 | 410 | 0.9735 | 0.6260 | 0.9735 | 0.9867 |
257
- | No log | 6.0588 | 412 | 0.9939 | 0.544 | 0.9939 | 0.9969 |
258
- | No log | 6.0882 | 414 | 1.0127 | 0.6 | 1.0127 | 1.0063 |
259
- | No log | 6.1176 | 416 | 1.0716 | 0.5522 | 1.0716 | 1.0352 |
260
- | No log | 6.1471 | 418 | 1.0259 | 0.5522 | 1.0259 | 1.0129 |
261
- | No log | 6.1765 | 420 | 0.9080 | 0.6269 | 0.9080 | 0.9529 |
262
- | No log | 6.2059 | 422 | 0.8445 | 0.6857 | 0.8445 | 0.9190 |
263
- | No log | 6.2353 | 424 | 0.8171 | 0.7172 | 0.8171 | 0.9039 |
264
- | No log | 6.2647 | 426 | 0.8139 | 0.6986 | 0.8139 | 0.9022 |
265
- | No log | 6.2941 | 428 | 0.8260 | 0.7211 | 0.8260 | 0.9088 |
266
- | No log | 6.3235 | 430 | 0.8731 | 0.6986 | 0.8731 | 0.9344 |
267
- | No log | 6.3529 | 432 | 0.9828 | 0.6069 | 0.9828 | 0.9914 |
268
- | No log | 6.3824 | 434 | 1.0061 | 0.5942 | 1.0061 | 1.0030 |
269
- | No log | 6.4118 | 436 | 0.9684 | 0.6479 | 0.9684 | 0.9841 |
270
- | No log | 6.4412 | 438 | 0.9477 | 0.6338 | 0.9477 | 0.9735 |
271
- | No log | 6.4706 | 440 | 0.9395 | 0.6294 | 0.9395 | 0.9693 |
272
- | No log | 6.5 | 442 | 0.9359 | 0.6621 | 0.9359 | 0.9674 |
273
- | No log | 6.5294 | 444 | 0.9220 | 0.6438 | 0.9220 | 0.9602 |
274
- | No log | 6.5588 | 446 | 0.9696 | 0.6345 | 0.9696 | 0.9847 |
275
- | No log | 6.5882 | 448 | 1.0900 | 0.5857 | 1.0900 | 1.0440 |
276
- | No log | 6.6176 | 450 | 1.0878 | 0.5693 | 1.0878 | 1.0430 |
277
- | No log | 6.6471 | 452 | 0.9700 | 0.6222 | 0.9700 | 0.9849 |
278
- | No log | 6.6765 | 454 | 0.8552 | 0.6866 | 0.8552 | 0.9248 |
279
- | No log | 6.7059 | 456 | 0.8459 | 0.6963 | 0.8459 | 0.9197 |
280
- | No log | 6.7353 | 458 | 0.8554 | 0.6818 | 0.8554 | 0.9249 |
281
- | No log | 6.7647 | 460 | 0.8498 | 0.6963 | 0.8498 | 0.9218 |
282
- | No log | 6.7941 | 462 | 0.8126 | 0.7429 | 0.8126 | 0.9014 |
283
- | No log | 6.8235 | 464 | 0.7594 | 0.75 | 0.7594 | 0.8714 |
284
- | No log | 6.8529 | 466 | 0.7451 | 0.7552 | 0.7451 | 0.8632 |
285
- | No log | 6.8824 | 468 | 0.7828 | 0.7133 | 0.7828 | 0.8848 |
286
- | No log | 6.9118 | 470 | 0.8521 | 0.7042 | 0.8521 | 0.9231 |
287
- | No log | 6.9412 | 472 | 0.8301 | 0.7 | 0.8301 | 0.9111 |
288
- | No log | 6.9706 | 474 | 0.7767 | 0.7194 | 0.7767 | 0.8813 |
289
- | No log | 7.0 | 476 | 0.7368 | 0.7083 | 0.7368 | 0.8584 |
290
- | No log | 7.0294 | 478 | 0.7112 | 0.7432 | 0.7112 | 0.8433 |
291
- | No log | 7.0588 | 480 | 0.6886 | 0.7432 | 0.6886 | 0.8298 |
292
- | No log | 7.0882 | 482 | 0.6995 | 0.7534 | 0.6995 | 0.8363 |
293
- | No log | 7.1176 | 484 | 0.7376 | 0.7413 | 0.7376 | 0.8589 |
294
- | No log | 7.1471 | 486 | 0.8128 | 0.7092 | 0.8128 | 0.9016 |
295
- | No log | 7.1765 | 488 | 0.8498 | 0.6912 | 0.8498 | 0.9219 |
296
- | No log | 7.2059 | 490 | 0.8720 | 0.6912 | 0.8720 | 0.9338 |
297
- | No log | 7.2353 | 492 | 0.8929 | 0.7101 | 0.8929 | 0.9449 |
298
- | No log | 7.2647 | 494 | 0.9076 | 0.7101 | 0.9076 | 0.9527 |
299
- | No log | 7.2941 | 496 | 0.9353 | 0.7 | 0.9353 | 0.9671 |
300
- | No log | 7.3235 | 498 | 0.9534 | 0.6944 | 0.9534 | 0.9764 |
301
- | 0.4478 | 7.3529 | 500 | 0.9829 | 0.6667 | 0.9829 | 0.9914 |
302
- | 0.4478 | 7.3824 | 502 | 0.9875 | 0.6667 | 0.9875 | 0.9937 |
303
- | 0.4478 | 7.4118 | 504 | 0.9654 | 0.6434 | 0.9654 | 0.9825 |
304
- | 0.4478 | 7.4412 | 506 | 0.9326 | 0.6944 | 0.9326 | 0.9657 |
305
- | 0.4478 | 7.4706 | 508 | 0.8734 | 0.7183 | 0.8734 | 0.9345 |
306
- | 0.4478 | 7.5 | 510 | 0.8374 | 0.7183 | 0.8374 | 0.9151 |
307
- | 0.4478 | 7.5294 | 512 | 0.8439 | 0.7133 | 0.8439 | 0.9186 |
308
- | 0.4478 | 7.5588 | 514 | 0.9028 | 0.6383 | 0.9028 | 0.9502 |
309
- | 0.4478 | 7.5882 | 516 | 1.0412 | 0.5735 | 1.0412 | 1.0204 |
310
- | 0.4478 | 7.6176 | 518 | 1.0448 | 0.6164 | 1.0448 | 1.0221 |
311
- | 0.4478 | 7.6471 | 520 | 0.9576 | 0.6622 | 0.9576 | 0.9785 |
312
- | 0.4478 | 7.6765 | 522 | 0.9060 | 0.6528 | 0.9059 | 0.9518 |
313
 
314
 
315
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task1_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_task1_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.6582
19
+ - Qwk: 0.3788
20
+ - Mse: 1.6582
21
+ - Rmse: 1.2877
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0328 | 2 | 6.9045 | 0.0179 | 6.9045 | 2.6276 |
53
+ | No log | 0.0656 | 4 | 4.7308 | 0.0821 | 4.7308 | 2.1751 |
54
+ | No log | 0.0984 | 6 | 3.5670 | 0.0106 | 3.5670 | 1.8887 |
55
+ | No log | 0.1311 | 8 | 2.5994 | 0.0946 | 2.5994 | 1.6123 |
56
+ | No log | 0.1639 | 10 | 2.0889 | 0.1440 | 2.0889 | 1.4453 |
57
+ | No log | 0.1967 | 12 | 1.9204 | 0.1964 | 1.9204 | 1.3858 |
58
+ | No log | 0.2295 | 14 | 1.9458 | 0.1622 | 1.9458 | 1.3949 |
59
+ | No log | 0.2623 | 16 | 2.0055 | 0.1964 | 2.0055 | 1.4161 |
60
+ | No log | 0.2951 | 18 | 2.1539 | 0.1345 | 2.1539 | 1.4676 |
61
+ | No log | 0.3279 | 20 | 2.1367 | 0.1197 | 2.1367 | 1.4618 |
62
+ | No log | 0.3607 | 22 | 2.1085 | 0.2326 | 2.1085 | 1.4521 |
63
+ | No log | 0.3934 | 24 | 2.7817 | 0.1026 | 2.7817 | 1.6679 |
64
+ | No log | 0.4262 | 26 | 2.9993 | 0.0602 | 2.9993 | 1.7318 |
65
+ | No log | 0.4590 | 28 | 2.0139 | 0.2406 | 2.0139 | 1.4191 |
66
+ | No log | 0.4918 | 30 | 1.6230 | 0.1667 | 1.6230 | 1.2740 |
67
+ | No log | 0.5246 | 32 | 1.6430 | 0.1869 | 1.6430 | 1.2818 |
68
+ | No log | 0.5574 | 34 | 1.6569 | 0.2018 | 1.6569 | 1.2872 |
69
+ | No log | 0.5902 | 36 | 1.5860 | 0.3902 | 1.5860 | 1.2594 |
70
+ | No log | 0.6230 | 38 | 1.7086 | 0.3721 | 1.7086 | 1.3071 |
71
+ | No log | 0.6557 | 40 | 1.7761 | 0.3284 | 1.7761 | 1.3327 |
72
+ | No log | 0.6885 | 42 | 1.6555 | 0.3664 | 1.6555 | 1.2867 |
73
+ | No log | 0.7213 | 44 | 1.5647 | 0.4122 | 1.5647 | 1.2509 |
74
+ | No log | 0.7541 | 46 | 1.5873 | 0.4 | 1.5873 | 1.2599 |
75
+ | No log | 0.7869 | 48 | 1.6085 | 0.3664 | 1.6085 | 1.2683 |
76
+ | No log | 0.8197 | 50 | 1.5448 | 0.3538 | 1.5448 | 1.2429 |
77
+ | No log | 0.8525 | 52 | 1.4727 | 0.3415 | 1.4727 | 1.2135 |
78
+ | No log | 0.8852 | 54 | 1.3439 | 0.3220 | 1.3439 | 1.1593 |
79
+ | No log | 0.9180 | 56 | 1.2570 | 0.3590 | 1.2570 | 1.1212 |
80
+ | No log | 0.9508 | 58 | 1.1435 | 0.5000 | 1.1435 | 1.0694 |
81
+ | No log | 0.9836 | 60 | 1.1378 | 0.5289 | 1.1378 | 1.0667 |
82
+ | No log | 1.0164 | 62 | 1.1635 | 0.4538 | 1.1635 | 1.0787 |
83
+ | No log | 1.0492 | 64 | 1.1847 | 0.4370 | 1.1847 | 1.0884 |
84
+ | No log | 1.0820 | 66 | 1.2784 | 0.5 | 1.2784 | 1.1307 |
85
+ | No log | 1.1148 | 68 | 1.2617 | 0.4390 | 1.2617 | 1.1233 |
86
+ | No log | 1.1475 | 70 | 1.2265 | 0.4262 | 1.2265 | 1.1075 |
87
+ | No log | 1.1803 | 72 | 1.2751 | 0.4426 | 1.2751 | 1.1292 |
88
+ | No log | 1.2131 | 74 | 1.4397 | 0.3684 | 1.4397 | 1.1999 |
89
+ | No log | 1.2459 | 76 | 1.6646 | 0.2364 | 1.6646 | 1.2902 |
90
+ | No log | 1.2787 | 78 | 1.6397 | 0.2364 | 1.6397 | 1.2805 |
91
+ | No log | 1.3115 | 80 | 1.3485 | 0.3826 | 1.3485 | 1.1612 |
92
+ | No log | 1.3443 | 82 | 1.1285 | 0.4667 | 1.1285 | 1.0623 |
93
+ | No log | 1.3770 | 84 | 1.0876 | 0.5323 | 1.0876 | 1.0429 |
94
+ | No log | 1.4098 | 86 | 1.1022 | 0.4959 | 1.1022 | 1.0499 |
95
+ | No log | 1.4426 | 88 | 1.3782 | 0.3509 | 1.3782 | 1.1740 |
96
+ | No log | 1.4754 | 90 | 1.7426 | 0.2883 | 1.7426 | 1.3201 |
97
+ | No log | 1.5082 | 92 | 2.0439 | 0.0526 | 2.0439 | 1.4297 |
98
+ | No log | 1.5410 | 94 | 2.0228 | 0.0862 | 2.0228 | 1.4222 |
99
+ | No log | 1.5738 | 96 | 1.4431 | 0.3363 | 1.4431 | 1.2013 |
100
+ | No log | 1.6066 | 98 | 1.2638 | 0.4615 | 1.2638 | 1.1242 |
101
+ | No log | 1.6393 | 100 | 1.2910 | 0.4202 | 1.2910 | 1.1362 |
102
+ | No log | 1.6721 | 102 | 1.3129 | 0.4677 | 1.3129 | 1.1458 |
103
+ | No log | 1.7049 | 104 | 1.3345 | 0.4252 | 1.3345 | 1.1552 |
104
+ | No log | 1.7377 | 106 | 1.4578 | 0.3937 | 1.4578 | 1.2074 |
105
+ | No log | 1.7705 | 108 | 1.5232 | 0.3622 | 1.5232 | 1.2342 |
106
+ | No log | 1.8033 | 110 | 1.5734 | 0.3459 | 1.5734 | 1.2544 |
107
+ | No log | 1.8361 | 112 | 1.5366 | 0.3433 | 1.5366 | 1.2396 |
108
+ | No log | 1.8689 | 114 | 1.6340 | 0.3407 | 1.6340 | 1.2783 |
109
+ | No log | 1.9016 | 116 | 1.7493 | 0.2791 | 1.7493 | 1.3226 |
110
+ | No log | 1.9344 | 118 | 1.6394 | 0.3359 | 1.6394 | 1.2804 |
111
+ | No log | 1.9672 | 120 | 1.3848 | 0.4031 | 1.3848 | 1.1768 |
112
+ | No log | 2.0 | 122 | 1.2960 | 0.4833 | 1.2960 | 1.1384 |
113
+ | No log | 2.0328 | 124 | 1.2718 | 0.4615 | 1.2718 | 1.1278 |
114
+ | No log | 2.0656 | 126 | 1.2468 | 0.5124 | 1.2468 | 1.1166 |
115
+ | No log | 2.0984 | 128 | 1.2841 | 0.5289 | 1.2841 | 1.1332 |
116
+ | No log | 2.1311 | 130 | 1.3311 | 0.5161 | 1.3311 | 1.1537 |
117
+ | No log | 2.1639 | 132 | 1.3971 | 0.4186 | 1.3971 | 1.1820 |
118
+ | No log | 2.1967 | 134 | 1.5211 | 0.3788 | 1.5211 | 1.2333 |
119
+ | No log | 2.2295 | 136 | 1.7091 | 0.2923 | 1.7091 | 1.3073 |
120
+ | No log | 2.2623 | 138 | 1.7274 | 0.2812 | 1.7274 | 1.3143 |
121
+ | No log | 2.2951 | 140 | 1.5976 | 0.3256 | 1.5976 | 1.2640 |
122
+ | No log | 2.3279 | 142 | 1.4291 | 0.4154 | 1.4291 | 1.1954 |
123
+ | No log | 2.3607 | 144 | 1.4722 | 0.3759 | 1.4722 | 1.2133 |
124
+ | No log | 2.3934 | 146 | 1.6263 | 0.3382 | 1.6263 | 1.2753 |
125
+ | No log | 2.4262 | 148 | 1.8716 | 0.2628 | 1.8716 | 1.3681 |
126
+ | No log | 2.4590 | 150 | 1.9830 | 0.2778 | 1.9830 | 1.4082 |
127
+ | No log | 2.4918 | 152 | 1.7986 | 0.3000 | 1.7986 | 1.3411 |
128
+ | No log | 2.5246 | 154 | 1.5456 | 0.3636 | 1.5456 | 1.2432 |
129
+ | No log | 2.5574 | 156 | 1.5037 | 0.3969 | 1.5037 | 1.2262 |
130
+ | No log | 2.5902 | 158 | 1.5745 | 0.3259 | 1.5745 | 1.2548 |
131
+ | No log | 2.6230 | 160 | 1.6800 | 0.3088 | 1.6800 | 1.2961 |
132
+ | No log | 2.6557 | 162 | 1.6483 | 0.3459 | 1.6483 | 1.2839 |
133
+ | No log | 2.6885 | 164 | 1.5715 | 0.3307 | 1.5715 | 1.2536 |
134
+ | No log | 2.7213 | 166 | 1.4777 | 0.3651 | 1.4777 | 1.2156 |
135
+ | No log | 2.7541 | 168 | 1.5218 | 0.3520 | 1.5218 | 1.2336 |
136
+ | No log | 2.7869 | 170 | 1.7444 | 0.2344 | 1.7444 | 1.3207 |
137
+ | No log | 2.8197 | 172 | 1.8455 | 0.2171 | 1.8455 | 1.3585 |
138
+ | No log | 2.8525 | 174 | 1.8160 | 0.2171 | 1.8160 | 1.3476 |
139
+ | No log | 2.8852 | 176 | 1.6155 | 0.3307 | 1.6155 | 1.2710 |
140
+ | No log | 2.9180 | 178 | 1.6134 | 0.2581 | 1.6134 | 1.2702 |
141
+ | No log | 2.9508 | 180 | 1.6300 | 0.272 | 1.6300 | 1.2767 |
142
+ | No log | 2.9836 | 182 | 1.6896 | 0.3231 | 1.6896 | 1.2998 |
143
+ | No log | 3.0164 | 184 | 1.8521 | 0.3008 | 1.8521 | 1.3609 |
144
+ | No log | 3.0492 | 186 | 1.8610 | 0.2707 | 1.8610 | 1.3642 |
145
+ | No log | 3.0820 | 188 | 1.7418 | 0.3008 | 1.7418 | 1.3198 |
146
+ | No log | 3.1148 | 190 | 1.6239 | 0.3504 | 1.6239 | 1.2743 |
147
+ | No log | 3.1475 | 192 | 1.7261 | 0.3235 | 1.7261 | 1.3138 |
148
+ | No log | 3.1803 | 194 | 1.8231 | 0.2963 | 1.8231 | 1.3502 |
149
+ | No log | 3.2131 | 196 | 1.9156 | 0.2707 | 1.9156 | 1.3841 |
150
+ | No log | 3.2459 | 198 | 1.7826 | 0.3359 | 1.7826 | 1.3351 |
151
+ | No log | 3.2787 | 200 | 1.6089 | 0.4062 | 1.6089 | 1.2684 |
152
+ | No log | 3.3115 | 202 | 1.5471 | 0.4032 | 1.5471 | 1.2438 |
153
+ | No log | 3.3443 | 204 | 1.5430 | 0.3934 | 1.5430 | 1.2422 |
154
+ | No log | 3.3770 | 206 | 1.7354 | 0.2992 | 1.7354 | 1.3173 |
155
+ | No log | 3.4098 | 208 | 1.8235 | 0.2344 | 1.8235 | 1.3504 |
156
+ | No log | 3.4426 | 210 | 1.8012 | 0.2769 | 1.8012 | 1.3421 |
157
+ | No log | 3.4754 | 212 | 1.7482 | 0.3053 | 1.7482 | 1.3222 |
158
+ | No log | 3.5082 | 214 | 1.8621 | 0.2462 | 1.8621 | 1.3646 |
159
+ | No log | 3.5410 | 216 | 1.9699 | 0.2205 | 1.9699 | 1.4035 |
160
+ | No log | 3.5738 | 218 | 2.0849 | 0.1600 | 2.0849 | 1.4439 |
161
+ | No log | 3.6066 | 220 | 2.1546 | -0.0174 | 2.1546 | 1.4678 |
162
+ | No log | 3.6393 | 222 | 1.9152 | 0.1452 | 1.9152 | 1.3839 |
163
+ | No log | 3.6721 | 224 | 1.6226 | 0.3385 | 1.6226 | 1.2738 |
164
+ | No log | 3.7049 | 226 | 1.4015 | 0.4580 | 1.4015 | 1.1838 |
165
+ | No log | 3.7377 | 228 | 1.4279 | 0.3731 | 1.4279 | 1.1949 |
166
+ | No log | 3.7705 | 230 | 1.4971 | 0.3824 | 1.4971 | 1.2236 |
167
+ | No log | 3.8033 | 232 | 1.6686 | 0.3382 | 1.6686 | 1.2918 |
168
+ | No log | 3.8361 | 234 | 1.9141 | 0.2105 | 1.9141 | 1.3835 |
169
+ | No log | 3.8689 | 236 | 1.9726 | 0.1818 | 1.9726 | 1.4045 |
170
+ | No log | 3.9016 | 238 | 1.8920 | 0.2290 | 1.8920 | 1.3755 |
171
+ | No log | 3.9344 | 240 | 1.6564 | 0.2636 | 1.6564 | 1.2870 |
172
+ | No log | 3.9672 | 242 | 1.4332 | 0.3876 | 1.4332 | 1.1972 |
173
+ | No log | 4.0 | 244 | 1.3307 | 0.4715 | 1.3307 | 1.1536 |
174
+ | No log | 4.0328 | 246 | 1.3610 | 0.4426 | 1.3610 | 1.1666 |
175
+ | No log | 4.0656 | 248 | 1.5313 | 0.3910 | 1.5313 | 1.2375 |
176
+ | No log | 4.0984 | 250 | 1.8203 | 0.3333 | 1.8203 | 1.3492 |
177
+ | No log | 4.1311 | 252 | 2.0283 | 0.2128 | 2.0283 | 1.4242 |
178
+ | No log | 4.1639 | 254 | 2.1327 | 0.1119 | 2.1327 | 1.4604 |
179
+ | No log | 4.1967 | 256 | 2.0888 | 0.1304 | 2.0888 | 1.4453 |
180
+ | No log | 4.2295 | 258 | 1.9603 | 0.1746 | 1.9603 | 1.4001 |
181
+ | No log | 4.2623 | 260 | 1.8487 | 0.1818 | 1.8487 | 1.3597 |
182
+ | No log | 4.2951 | 262 | 1.7450 | 0.2982 | 1.7450 | 1.3210 |
183
+ | No log | 4.3279 | 264 | 1.6753 | 0.3276 | 1.6753 | 1.2943 |
184
+ | No log | 4.3607 | 266 | 1.6669 | 0.3898 | 1.6669 | 1.2911 |
185
+ | No log | 4.3934 | 268 | 1.7214 | 0.3866 | 1.7214 | 1.3120 |
186
+ | No log | 4.4262 | 270 | 1.8883 | 0.1985 | 1.8883 | 1.3741 |
187
+ | No log | 4.4590 | 272 | 2.1104 | 0.1630 | 2.1104 | 1.4527 |
188
+ | No log | 4.4918 | 274 | 2.2681 | 0.0580 | 2.2681 | 1.5060 |
189
+ | No log | 4.5246 | 276 | 2.2822 | 0.0310 | 2.2822 | 1.5107 |
190
+ | No log | 4.5574 | 278 | 2.1880 | 0.0 | 2.1880 | 1.4792 |
191
+ | No log | 4.5902 | 280 | 2.0074 | 0.1463 | 2.0074 | 1.4168 |
192
+ | No log | 4.6230 | 282 | 1.8814 | 0.1695 | 1.8814 | 1.3716 |
193
+ | No log | 4.6557 | 284 | 1.8298 | 0.2333 | 1.8298 | 1.3527 |
194
+ | No log | 4.6885 | 286 | 1.8432 | 0.1920 | 1.8432 | 1.3577 |
195
+ | No log | 4.7213 | 288 | 1.8589 | 0.2556 | 1.8589 | 1.3634 |
196
+ | No log | 4.7541 | 290 | 1.8437 | 0.3088 | 1.8437 | 1.3578 |
197
+ | No log | 4.7869 | 292 | 1.8626 | 0.3043 | 1.8626 | 1.3648 |
198
+ | No log | 4.8197 | 294 | 1.9446 | 0.2302 | 1.9446 | 1.3945 |
199
+ | No log | 4.8525 | 296 | 1.9275 | 0.2464 | 1.9275 | 1.3884 |
200
+ | No log | 4.8852 | 298 | 1.8574 | 0.3043 | 1.8574 | 1.3629 |
201
+ | No log | 4.9180 | 300 | 1.7239 | 0.3235 | 1.7239 | 1.3130 |
202
+ | No log | 4.9508 | 302 | 1.6010 | 0.4060 | 1.6010 | 1.2653 |
203
+ | No log | 4.9836 | 304 | 1.6468 | 0.4328 | 1.6468 | 1.2833 |
204
+ | No log | 5.0164 | 306 | 1.7866 | 0.3333 | 1.7866 | 1.3366 |
205
+ | No log | 5.0492 | 308 | 1.8655 | 0.3066 | 1.8655 | 1.3658 |
206
+ | No log | 5.0820 | 310 | 1.9520 | 0.2899 | 1.9520 | 1.3971 |
207
+ | No log | 5.1148 | 312 | 1.8790 | 0.2878 | 1.8790 | 1.3708 |
208
+ | No log | 5.1475 | 314 | 1.7288 | 0.3556 | 1.7288 | 1.3148 |
209
+ | No log | 5.1803 | 316 | 1.6327 | 0.3609 | 1.6327 | 1.2778 |
210
+ | No log | 5.2131 | 318 | 1.5979 | 0.3817 | 1.5979 | 1.2641 |
211
+ | No log | 5.2459 | 320 | 1.6429 | 0.3846 | 1.6429 | 1.2818 |
212
+ | No log | 5.2787 | 322 | 1.7164 | 0.3664 | 1.7164 | 1.3101 |
213
+ | No log | 5.3115 | 324 | 1.8091 | 0.3259 | 1.8091 | 1.3450 |
214
+ | No log | 5.3443 | 326 | 1.8813 | 0.3212 | 1.8813 | 1.3716 |
215
+ | No log | 5.3770 | 328 | 1.9186 | 0.3043 | 1.9186 | 1.3851 |
216
+ | No log | 5.4098 | 330 | 1.8341 | 0.2941 | 1.8341 | 1.3543 |
217
+ | No log | 5.4426 | 332 | 1.7440 | 0.3235 | 1.7440 | 1.3206 |
218
+ | No log | 5.4754 | 334 | 1.7463 | 0.3235 | 1.7463 | 1.3215 |
219
+ | No log | 5.5082 | 336 | 1.7874 | 0.2941 | 1.7874 | 1.3370 |
220
+ | No log | 5.5410 | 338 | 1.8700 | 0.3043 | 1.8700 | 1.3675 |
221
+ | No log | 5.5738 | 340 | 1.9646 | 0.2302 | 1.9646 | 1.4016 |
222
+ | No log | 5.6066 | 342 | 1.9047 | 0.2774 | 1.9047 | 1.3801 |
223
+ | No log | 5.6393 | 344 | 1.7464 | 0.3206 | 1.7464 | 1.3215 |
224
+ | No log | 5.6721 | 346 | 1.6323 | 0.4320 | 1.6323 | 1.2776 |
225
+ | No log | 5.7049 | 348 | 1.6295 | 0.3876 | 1.6295 | 1.2765 |
226
+ | No log | 5.7377 | 350 | 1.7014 | 0.3111 | 1.7014 | 1.3044 |
227
+ | No log | 5.7705 | 352 | 1.7891 | 0.2754 | 1.7891 | 1.3376 |
228
+ | No log | 5.8033 | 354 | 1.8725 | 0.2270 | 1.8725 | 1.3684 |
229
+ | No log | 5.8361 | 356 | 1.9163 | 0.2270 | 1.9163 | 1.3843 |
230
+ | No log | 5.8689 | 358 | 1.7899 | 0.2411 | 1.7899 | 1.3379 |
231
+ | No log | 5.9016 | 360 | 1.6905 | 0.3022 | 1.6905 | 1.3002 |
232
+ | No log | 5.9344 | 362 | 1.6173 | 0.3188 | 1.6173 | 1.2717 |
233
+ | No log | 5.9672 | 364 | 1.6481 | 0.3358 | 1.6481 | 1.2838 |
234
+ | No log | 6.0 | 366 | 1.6570 | 0.3609 | 1.6570 | 1.2872 |
235
+ | No log | 6.0328 | 368 | 1.6916 | 0.3664 | 1.6916 | 1.3006 |
236
+ | No log | 6.0656 | 370 | 1.6549 | 0.3664 | 1.6549 | 1.2864 |
237
+ | No log | 6.0984 | 372 | 1.6066 | 0.3910 | 1.6066 | 1.2675 |
238
+ | No log | 6.1311 | 374 | 1.4868 | 0.3910 | 1.4868 | 1.2193 |
239
+ | No log | 6.1639 | 376 | 1.4516 | 0.4179 | 1.4516 | 1.2048 |
240
+ | No log | 6.1967 | 378 | 1.6025 | 0.3796 | 1.6025 | 1.2659 |
241
+ | No log | 6.2295 | 380 | 1.6887 | 0.3796 | 1.6887 | 1.2995 |
242
+ | No log | 6.2623 | 382 | 1.8210 | 0.2535 | 1.8210 | 1.3494 |
243
+ | No log | 6.2951 | 384 | 1.8605 | 0.2734 | 1.8605 | 1.3640 |
244
+ | No log | 6.3279 | 386 | 1.7869 | 0.2707 | 1.7869 | 1.3368 |
245
+ | No log | 6.3607 | 388 | 1.6904 | 0.3206 | 1.6904 | 1.3002 |
246
+ | No log | 6.3934 | 390 | 1.6657 | 0.3333 | 1.6657 | 1.2906 |
247
+ | No log | 6.4262 | 392 | 1.6692 | 0.2857 | 1.6692 | 1.2920 |
248
+ | No log | 6.4590 | 394 | 1.6516 | 0.3158 | 1.6516 | 1.2852 |
249
+ | No log | 6.4918 | 396 | 1.6818 | 0.3281 | 1.6818 | 1.2968 |
250
+ | No log | 6.5246 | 398 | 1.7369 | 0.3125 | 1.7369 | 1.3179 |
251
+ | No log | 6.5574 | 400 | 1.7350 | 0.3385 | 1.7350 | 1.3172 |
252
+ | No log | 6.5902 | 402 | 1.6880 | 0.3175 | 1.6880 | 1.2992 |
253
+ | No log | 6.6230 | 404 | 1.5753 | 0.3770 | 1.5753 | 1.2551 |
254
+ | No log | 6.6557 | 406 | 1.4728 | 0.3967 | 1.4728 | 1.2136 |
255
+ | No log | 6.6885 | 408 | 1.3995 | 0.3934 | 1.3995 | 1.1830 |
256
+ | No log | 6.7213 | 410 | 1.3728 | 0.4228 | 1.3728 | 1.1717 |
257
+ | No log | 6.7541 | 412 | 1.3988 | 0.4355 | 1.3988 | 1.1827 |
258
+ | No log | 6.7869 | 414 | 1.4504 | 0.4127 | 1.4504 | 1.2043 |
259
+ | No log | 6.8197 | 416 | 1.5043 | 0.4094 | 1.5043 | 1.2265 |
260
+ | No log | 6.8525 | 418 | 1.6080 | 0.3307 | 1.6080 | 1.2681 |
261
+ | No log | 6.8852 | 420 | 1.6983 | 0.3308 | 1.6983 | 1.3032 |
262
+ | No log | 6.9180 | 422 | 1.6633 | 0.3609 | 1.6633 | 1.2897 |
263
+ | No log | 6.9508 | 424 | 1.5842 | 0.3636 | 1.5842 | 1.2586 |
264
+ | No log | 6.9836 | 426 | 1.5497 | 0.3817 | 1.5497 | 1.2449 |
265
+ | No log | 7.0164 | 428 | 1.6268 | 0.3281 | 1.6268 | 1.2755 |
266
+ | No log | 7.0492 | 430 | 1.7474 | 0.2769 | 1.7474 | 1.3219 |
267
+ | No log | 7.0820 | 432 | 1.8468 | 0.2519 | 1.8468 | 1.3590 |
268
+ | No log | 7.1148 | 434 | 1.8575 | 0.2519 | 1.8575 | 1.3629 |
269
+ | No log | 7.1475 | 436 | 1.7373 | 0.2946 | 1.7373 | 1.3181 |
270
+ | No log | 7.1803 | 438 | 1.5880 | 0.3465 | 1.5880 | 1.2602 |
271
+ | No log | 7.2131 | 440 | 1.4779 | 0.4320 | 1.4779 | 1.2157 |
272
+ | No log | 7.2459 | 442 | 1.4569 | 0.4390 | 1.4569 | 1.2070 |
273
+ | No log | 7.2787 | 444 | 1.5063 | 0.4320 | 1.5063 | 1.2273 |
274
+ | No log | 7.3115 | 446 | 1.6359 | 0.3492 | 1.6359 | 1.2790 |
275
+ | No log | 7.3443 | 448 | 1.7278 | 0.3200 | 1.7278 | 1.3145 |
276
+ | No log | 7.3770 | 450 | 1.7437 | 0.3065 | 1.7437 | 1.3205 |
277
+ | No log | 7.4098 | 452 | 1.7277 | 0.3115 | 1.7277 | 1.3144 |
278
+ | No log | 7.4426 | 454 | 1.6217 | 0.3115 | 1.6217 | 1.2734 |
279
+ | No log | 7.4754 | 456 | 1.5139 | 0.3471 | 1.5139 | 1.2304 |
280
+ | No log | 7.5082 | 458 | 1.5550 | 0.3252 | 1.5550 | 1.2470 |
281
+ | No log | 7.5410 | 460 | 1.7142 | 0.2880 | 1.7142 | 1.3093 |
282
+ | No log | 7.5738 | 462 | 1.9082 | 0.2326 | 1.9082 | 1.3814 |
283
+ | No log | 7.6066 | 464 | 2.0034 | 0.1692 | 2.0034 | 1.4154 |
284
+ | No log | 7.6393 | 466 | 1.9934 | 0.2031 | 1.9934 | 1.4119 |
285
+ | No log | 7.6721 | 468 | 1.9303 | 0.2656 | 1.9303 | 1.3894 |
286
+ | No log | 7.7049 | 470 | 1.8366 | 0.3125 | 1.8366 | 1.3552 |
287
+ | No log | 7.7377 | 472 | 1.8446 | 0.3411 | 1.8446 | 1.3582 |
288
+ | No log | 7.7705 | 474 | 1.8959 | 0.3206 | 1.8959 | 1.3769 |
289
+ | No log | 7.8033 | 476 | 1.8475 | 0.3333 | 1.8475 | 1.3592 |
290
+ | No log | 7.8361 | 478 | 1.8085 | 0.3459 | 1.8085 | 1.3448 |
291
+ | No log | 7.8689 | 480 | 1.8241 | 0.3182 | 1.8241 | 1.3506 |
292
+ | No log | 7.9016 | 482 | 1.7944 | 0.3459 | 1.7944 | 1.3396 |
293
+ | No log | 7.9344 | 484 | 1.7846 | 0.3259 | 1.7846 | 1.3359 |
294
+ | No log | 7.9672 | 486 | 1.7624 | 0.3529 | 1.7624 | 1.3275 |
295
+ | No log | 8.0 | 488 | 1.6909 | 0.3582 | 1.6909 | 1.3003 |
296
+ | No log | 8.0328 | 490 | 1.6941 | 0.3796 | 1.6941 | 1.3016 |
297
+ | No log | 8.0656 | 492 | 1.6905 | 0.3796 | 1.6905 | 1.3002 |
298
+ | No log | 8.0984 | 494 | 1.6932 | 0.3650 | 1.6932 | 1.3012 |
299
+ | No log | 8.1311 | 496 | 1.6130 | 0.3817 | 1.6130 | 1.2700 |
300
+ | No log | 8.1639 | 498 | 1.5177 | 0.4252 | 1.5177 | 1.2320 |
301
+ | 0.3978 | 8.1967 | 500 | 1.5858 | 0.4 | 1.5858 | 1.2593 |
302
+ | 0.3978 | 8.2295 | 502 | 1.7173 | 0.3333 | 1.7173 | 1.3105 |
303
+ | 0.3978 | 8.2623 | 504 | 1.7905 | 0.2941 | 1.7905 | 1.3381 |
304
+ | 0.3978 | 8.2951 | 506 | 1.7664 | 0.3284 | 1.7664 | 1.3291 |
305
+ | 0.3978 | 8.3279 | 508 | 1.7399 | 0.3433 | 1.7399 | 1.3191 |
306
+ | 0.3978 | 8.3607 | 510 | 1.6582 | 0.3788 | 1.6582 | 1.2877 |
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
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