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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8126
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- - Qwk: 0.4730
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- - Mse: 0.8126
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- - Rmse: 0.9014
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  ## Model description
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@@ -47,263 +47,272 @@ 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 | 0.0235 | 2 | 5.0212 | -0.0214 | 5.0212 | 2.2408 |
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- | No log | 0.0471 | 4 | 3.5604 | -0.0231 | 3.5604 | 1.8869 |
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- | No log | 0.0706 | 6 | 2.2299 | -0.0533 | 2.2299 | 1.4933 |
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- | No log | 0.0941 | 8 | 1.2555 | 0.1262 | 1.2555 | 1.1205 |
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- | No log | 0.1176 | 10 | 1.3052 | 0.0184 | 1.3052 | 1.1424 |
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- | No log | 0.1412 | 12 | 1.2992 | 0.0918 | 1.2992 | 1.1398 |
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- | No log | 0.1647 | 14 | 1.1670 | 0.1711 | 1.1670 | 1.0803 |
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- | No log | 0.1882 | 16 | 1.2231 | 0.0872 | 1.2231 | 1.1059 |
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- | No log | 0.2118 | 18 | 1.2347 | 0.1379 | 1.2347 | 1.1112 |
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- | No log | 0.2353 | 20 | 1.2209 | 0.1546 | 1.2209 | 1.1049 |
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- | No log | 0.2588 | 22 | 1.2060 | 0.1379 | 1.2060 | 1.0982 |
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- | No log | 0.2824 | 24 | 1.2244 | 0.1247 | 1.2244 | 1.1065 |
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- | No log | 0.3059 | 26 | 1.2519 | 0.0802 | 1.2519 | 1.1189 |
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- | No log | 0.3294 | 28 | 1.1875 | 0.1247 | 1.1875 | 1.0897 |
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- | No log | 0.3529 | 30 | 1.1803 | 0.2782 | 1.1803 | 1.0864 |
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- | No log | 0.3765 | 32 | 1.2107 | 0.2137 | 1.2107 | 1.1003 |
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- | No log | 0.4 | 34 | 1.2642 | 0.0449 | 1.2642 | 1.1244 |
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- | No log | 0.4235 | 36 | 1.2958 | 0.0776 | 1.2958 | 1.1383 |
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- | No log | 0.4471 | 38 | 1.1984 | 0.1196 | 1.1984 | 1.0947 |
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- | No log | 0.4706 | 40 | 1.0799 | 0.1388 | 1.0799 | 1.0392 |
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- | No log | 0.4941 | 42 | 0.9980 | 0.3994 | 0.9980 | 0.9990 |
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- | No log | 0.5176 | 44 | 1.0014 | 0.2988 | 1.0014 | 1.0007 |
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- | No log | 0.5412 | 46 | 1.0743 | 0.3590 | 1.0743 | 1.0365 |
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- | No log | 0.5647 | 48 | 0.9625 | 0.3919 | 0.9625 | 0.9811 |
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- | No log | 0.5882 | 50 | 0.8764 | 0.4465 | 0.8764 | 0.9361 |
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- | No log | 0.6118 | 52 | 1.0746 | 0.4080 | 1.0746 | 1.0366 |
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- | No log | 0.6353 | 54 | 1.5051 | 0.3989 | 1.5051 | 1.2268 |
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- | No log | 0.6588 | 56 | 1.4186 | 0.4328 | 1.4186 | 1.1911 |
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- | No log | 0.6824 | 58 | 0.9293 | 0.4219 | 0.9293 | 0.9640 |
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- | No log | 0.7059 | 60 | 0.9231 | 0.3891 | 0.9231 | 0.9608 |
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- | No log | 0.7294 | 62 | 1.1627 | 0.3232 | 1.1627 | 1.0783 |
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- | No log | 0.7529 | 64 | 1.0276 | 0.3995 | 1.0276 | 1.0137 |
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- | No log | 0.7765 | 66 | 0.8200 | 0.5510 | 0.8200 | 0.9055 |
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- | No log | 0.8 | 68 | 0.8978 | 0.4576 | 0.8978 | 0.9475 |
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- | No log | 0.8235 | 70 | 1.0164 | 0.4410 | 1.0164 | 1.0082 |
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- | No log | 0.8471 | 72 | 0.9302 | 0.4930 | 0.9302 | 0.9645 |
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- | No log | 0.8706 | 74 | 0.8513 | 0.4924 | 0.8513 | 0.9227 |
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- | No log | 0.8941 | 76 | 0.7841 | 0.5504 | 0.7841 | 0.8855 |
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- | No log | 0.9176 | 78 | 0.8693 | 0.5451 | 0.8693 | 0.9324 |
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- | No log | 0.9412 | 80 | 1.0259 | 0.4538 | 1.0259 | 1.0129 |
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- | No log | 0.9647 | 82 | 0.9841 | 0.5319 | 0.9841 | 0.9920 |
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- | No log | 0.9882 | 84 | 1.0250 | 0.4614 | 1.0250 | 1.0124 |
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- | No log | 1.0118 | 86 | 0.9946 | 0.4493 | 0.9946 | 0.9973 |
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- | No log | 1.0353 | 88 | 0.9927 | 0.4996 | 0.9927 | 0.9964 |
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- | No log | 1.0588 | 90 | 1.0228 | 0.4435 | 1.0228 | 1.0114 |
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- | No log | 1.0824 | 92 | 1.0042 | 0.4168 | 1.0042 | 1.0021 |
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- | No log | 1.1059 | 94 | 0.9031 | 0.4654 | 0.9031 | 0.9503 |
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- | No log | 1.1294 | 96 | 0.8891 | 0.5198 | 0.8891 | 0.9429 |
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- | No log | 1.1529 | 98 | 1.0494 | 0.4309 | 1.0494 | 1.0244 |
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- | No log | 1.1765 | 100 | 1.0079 | 0.4309 | 1.0079 | 1.0040 |
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- | No log | 1.2 | 102 | 0.8990 | 0.5226 | 0.8990 | 0.9481 |
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- | No log | 1.2235 | 104 | 0.8198 | 0.5416 | 0.8198 | 0.9054 |
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- | No log | 1.2471 | 106 | 0.8854 | 0.5495 | 0.8854 | 0.9410 |
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- | No log | 1.2706 | 108 | 0.9974 | 0.5125 | 0.9974 | 0.9987 |
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- | No log | 1.2941 | 110 | 1.1177 | 0.5384 | 1.1177 | 1.0572 |
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- | No log | 1.3176 | 112 | 0.9898 | 0.4795 | 0.9898 | 0.9949 |
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- | No log | 1.3412 | 114 | 0.8447 | 0.6171 | 0.8447 | 0.9191 |
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- | No log | 1.3647 | 116 | 0.8362 | 0.6346 | 0.8362 | 0.9144 |
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- | No log | 1.3882 | 118 | 0.8526 | 0.6346 | 0.8526 | 0.9234 |
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- | No log | 1.4118 | 120 | 0.8392 | 0.5886 | 0.8392 | 0.9161 |
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- | No log | 1.4353 | 122 | 0.8991 | 0.4831 | 0.8991 | 0.9482 |
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- | No log | 1.4588 | 124 | 0.8448 | 0.5519 | 0.8448 | 0.9191 |
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- | No log | 1.4824 | 126 | 0.8180 | 0.5541 | 0.8180 | 0.9044 |
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- | No log | 1.5059 | 128 | 0.7718 | 0.5966 | 0.7718 | 0.8785 |
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- | No log | 1.5294 | 130 | 0.7872 | 0.5671 | 0.7872 | 0.8872 |
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- | No log | 1.5529 | 132 | 0.9024 | 0.5052 | 0.9024 | 0.9500 |
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- | No log | 1.5765 | 134 | 0.9121 | 0.5040 | 0.9121 | 0.9550 |
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- | No log | 1.6 | 136 | 0.8242 | 0.5313 | 0.8242 | 0.9079 |
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- | No log | 1.6235 | 138 | 0.8407 | 0.5333 | 0.8407 | 0.9169 |
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- | No log | 1.6471 | 140 | 0.8146 | 0.5220 | 0.8146 | 0.9025 |
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- | No log | 1.6706 | 142 | 0.7952 | 0.5683 | 0.7952 | 0.8917 |
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- | No log | 1.6941 | 144 | 0.7924 | 0.5980 | 0.7924 | 0.8902 |
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- | No log | 1.7176 | 146 | 0.8815 | 0.5039 | 0.8815 | 0.9389 |
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- | No log | 1.7412 | 148 | 1.0299 | 0.4990 | 1.0299 | 1.0148 |
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- | No log | 1.7647 | 150 | 0.9589 | 0.4769 | 0.9589 | 0.9793 |
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- | No log | 1.7882 | 152 | 0.8471 | 0.5695 | 0.8471 | 0.9204 |
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- | No log | 1.8118 | 154 | 0.8290 | 0.5632 | 0.8290 | 0.9105 |
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- | No log | 1.8353 | 156 | 0.8216 | 0.5632 | 0.8216 | 0.9064 |
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- | No log | 1.8588 | 158 | 0.8412 | 0.5098 | 0.8412 | 0.9172 |
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- | No log | 1.8824 | 160 | 0.9956 | 0.4946 | 0.9956 | 0.9978 |
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- | No log | 1.9059 | 162 | 1.0036 | 0.4946 | 1.0036 | 1.0018 |
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- | No log | 1.9294 | 164 | 0.8598 | 0.5098 | 0.8598 | 0.9272 |
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- | No log | 1.9529 | 166 | 0.8267 | 0.5466 | 0.8267 | 0.9092 |
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- | No log | 1.9765 | 168 | 0.8352 | 0.5849 | 0.8352 | 0.9139 |
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- | No log | 2.0 | 170 | 0.8883 | 0.5775 | 0.8883 | 0.9425 |
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- | No log | 2.0235 | 172 | 0.9277 | 0.4959 | 0.9277 | 0.9631 |
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- | No log | 2.0471 | 174 | 1.0638 | 0.4518 | 1.0638 | 1.0314 |
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- | No log | 2.0706 | 176 | 1.0593 | 0.4518 | 1.0593 | 1.0292 |
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- | No log | 2.0941 | 178 | 0.9183 | 0.5501 | 0.9183 | 0.9583 |
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- | No log | 2.1176 | 180 | 0.9280 | 0.4781 | 0.9280 | 0.9634 |
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- | No log | 2.1412 | 182 | 0.9301 | 0.4902 | 0.9301 | 0.9644 |
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- | No log | 2.1647 | 184 | 0.9093 | 0.4601 | 0.9093 | 0.9536 |
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- | No log | 2.1882 | 186 | 0.9419 | 0.4321 | 0.9419 | 0.9705 |
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- | No log | 2.2118 | 188 | 1.0649 | 0.4219 | 1.0649 | 1.0320 |
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- | No log | 2.2353 | 190 | 1.1006 | 0.4219 | 1.1006 | 1.0491 |
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- | No log | 2.2588 | 192 | 0.9647 | 0.4600 | 0.9647 | 0.9822 |
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- | No log | 2.2824 | 194 | 0.8952 | 0.4321 | 0.8952 | 0.9462 |
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- | No log | 2.3059 | 196 | 0.8658 | 0.4444 | 0.8658 | 0.9305 |
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- | No log | 2.3294 | 198 | 0.9096 | 0.4289 | 0.9096 | 0.9537 |
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- | No log | 2.3529 | 200 | 0.9085 | 0.4382 | 0.9085 | 0.9531 |
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- | No log | 2.3765 | 202 | 0.8565 | 0.3970 | 0.8565 | 0.9254 |
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- | No log | 2.4 | 204 | 0.8387 | 0.4356 | 0.8387 | 0.9158 |
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- | No log | 2.4235 | 206 | 0.8486 | 0.4661 | 0.8486 | 0.9212 |
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- | No log | 2.4471 | 208 | 0.8440 | 0.5283 | 0.8440 | 0.9187 |
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- | No log | 2.4706 | 210 | 0.8532 | 0.4369 | 0.8532 | 0.9237 |
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- | No log | 2.4941 | 212 | 0.9436 | 0.4220 | 0.9436 | 0.9714 |
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- | No log | 2.5176 | 214 | 0.9765 | 0.4422 | 0.9765 | 0.9882 |
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- | No log | 2.5412 | 216 | 0.8964 | 0.4131 | 0.8964 | 0.9468 |
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- | No log | 2.5647 | 218 | 0.8359 | 0.4980 | 0.8359 | 0.9143 |
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- | No log | 2.5882 | 220 | 0.8286 | 0.5137 | 0.8286 | 0.9103 |
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- | No log | 2.6118 | 222 | 0.8401 | 0.5057 | 0.8401 | 0.9166 |
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- | No log | 2.6353 | 224 | 0.8492 | 0.5344 | 0.8492 | 0.9215 |
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- | No log | 2.6588 | 226 | 0.8874 | 0.5135 | 0.8874 | 0.9420 |
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- | No log | 2.6824 | 228 | 0.9603 | 0.4310 | 0.9603 | 0.9800 |
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- | No log | 2.7059 | 230 | 0.8969 | 0.4644 | 0.8969 | 0.9471 |
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- | No log | 2.7294 | 232 | 0.8463 | 0.5149 | 0.8463 | 0.9199 |
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- | No log | 2.7529 | 234 | 0.8672 | 0.5563 | 0.8672 | 0.9312 |
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- | No log | 2.7765 | 236 | 0.8478 | 0.4945 | 0.8478 | 0.9208 |
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- | No log | 2.8 | 238 | 0.8441 | 0.4726 | 0.8441 | 0.9187 |
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- | No log | 2.8235 | 240 | 0.8694 | 0.4772 | 0.8694 | 0.9324 |
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- | No log | 2.8471 | 242 | 0.9431 | 0.4512 | 0.9431 | 0.9711 |
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- | No log | 2.8706 | 244 | 0.8939 | 0.5623 | 0.8939 | 0.9454 |
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- | No log | 2.8941 | 246 | 0.8312 | 0.6560 | 0.8312 | 0.9117 |
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- | No log | 2.9176 | 248 | 1.0673 | 0.4280 | 1.0673 | 1.0331 |
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- | No log | 2.9412 | 250 | 1.2127 | 0.4357 | 1.2127 | 1.1012 |
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- | No log | 2.9647 | 252 | 0.8736 | 0.5402 | 0.8736 | 0.9347 |
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- | No log | 2.9882 | 254 | 0.9102 | 0.5126 | 0.9102 | 0.9540 |
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- | No log | 3.0118 | 256 | 1.2549 | 0.4633 | 1.2549 | 1.1202 |
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- | No log | 3.0353 | 258 | 1.3595 | 0.4285 | 1.3595 | 1.1660 |
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- | No log | 3.0588 | 260 | 1.1684 | 0.3916 | 1.1684 | 1.0809 |
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- | No log | 3.0824 | 262 | 0.9402 | 0.4074 | 0.9402 | 0.9697 |
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- | No log | 3.1059 | 264 | 0.8617 | 0.4429 | 0.8617 | 0.9283 |
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- | No log | 3.1294 | 266 | 0.9103 | 0.4444 | 0.9103 | 0.9541 |
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- | No log | 3.1529 | 268 | 0.8786 | 0.4632 | 0.8786 | 0.9373 |
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- | No log | 3.1765 | 270 | 0.8286 | 0.4977 | 0.8286 | 0.9103 |
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- | No log | 3.2 | 272 | 0.8763 | 0.5012 | 0.8763 | 0.9361 |
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- | No log | 3.2235 | 274 | 1.0195 | 0.4830 | 1.0195 | 1.0097 |
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- | No log | 3.2471 | 276 | 1.2057 | 0.4312 | 1.2057 | 1.0980 |
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- | No log | 3.2706 | 278 | 1.2901 | 0.4240 | 1.2901 | 1.1358 |
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- | No log | 3.2941 | 280 | 1.2209 | 0.4240 | 1.2209 | 1.1049 |
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- | No log | 3.3176 | 282 | 1.0495 | 0.4836 | 1.0495 | 1.0244 |
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- | No log | 3.3412 | 284 | 0.9284 | 0.4940 | 0.9284 | 0.9636 |
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- | No log | 3.3647 | 286 | 0.8762 | 0.4579 | 0.8762 | 0.9361 |
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- | No log | 3.3882 | 288 | 0.8369 | 0.4316 | 0.8369 | 0.9148 |
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- | No log | 3.4118 | 290 | 0.8318 | 0.4352 | 0.8318 | 0.9120 |
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- | No log | 3.4353 | 292 | 0.8545 | 0.4540 | 0.8545 | 0.9244 |
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- | No log | 3.4588 | 294 | 0.9469 | 0.5029 | 0.9469 | 0.9731 |
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- | No log | 3.4824 | 296 | 1.0587 | 0.4625 | 1.0587 | 1.0289 |
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- | No log | 3.5059 | 298 | 1.0020 | 0.4552 | 1.0020 | 1.0010 |
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- | No log | 3.5294 | 300 | 1.0024 | 0.4672 | 1.0024 | 1.0012 |
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- | No log | 3.5529 | 302 | 0.9792 | 0.4920 | 0.9792 | 0.9896 |
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- | No log | 3.5765 | 304 | 0.9307 | 0.4390 | 0.9307 | 0.9647 |
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- | No log | 3.6 | 306 | 0.8951 | 0.4884 | 0.8951 | 0.9461 |
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- | No log | 3.6235 | 308 | 0.8908 | 0.4884 | 0.8908 | 0.9438 |
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- | No log | 3.6471 | 310 | 0.8744 | 0.4982 | 0.8744 | 0.9351 |
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- | No log | 3.6706 | 312 | 0.8557 | 0.5230 | 0.8557 | 0.9251 |
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- | No log | 3.6941 | 314 | 0.8291 | 0.4951 | 0.8291 | 0.9105 |
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- | No log | 3.7176 | 316 | 0.8280 | 0.4951 | 0.8280 | 0.9099 |
210
- | No log | 3.7412 | 318 | 0.8737 | 0.5473 | 0.8737 | 0.9347 |
211
- | No log | 3.7647 | 320 | 0.8627 | 0.5385 | 0.8627 | 0.9288 |
212
- | No log | 3.7882 | 322 | 0.8422 | 0.5220 | 0.8422 | 0.9177 |
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- | No log | 3.8118 | 324 | 0.8701 | 0.5311 | 0.8701 | 0.9328 |
214
- | No log | 3.8353 | 326 | 0.9532 | 0.4583 | 0.9532 | 0.9763 |
215
- | No log | 3.8588 | 328 | 0.9692 | 0.4658 | 0.9692 | 0.9845 |
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- | No log | 3.8824 | 330 | 0.8934 | 0.4223 | 0.8934 | 0.9452 |
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- | No log | 3.9059 | 332 | 0.8567 | 0.3573 | 0.8567 | 0.9256 |
218
- | No log | 3.9294 | 334 | 0.8540 | 0.3703 | 0.8540 | 0.9241 |
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- | No log | 3.9529 | 336 | 0.8916 | 0.4235 | 0.8916 | 0.9442 |
220
- | No log | 3.9765 | 338 | 0.9536 | 0.4368 | 0.9536 | 0.9765 |
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- | No log | 4.0 | 340 | 0.9421 | 0.4368 | 0.9421 | 0.9706 |
222
- | No log | 4.0235 | 342 | 0.8788 | 0.5298 | 0.8788 | 0.9374 |
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- | No log | 4.0471 | 344 | 0.8549 | 0.4981 | 0.8549 | 0.9246 |
224
- | No log | 4.0706 | 346 | 0.8647 | 0.5137 | 0.8647 | 0.9299 |
225
- | No log | 4.0941 | 348 | 0.8866 | 0.4107 | 0.8866 | 0.9416 |
226
- | No log | 4.1176 | 350 | 0.9082 | 0.4069 | 0.9082 | 0.9530 |
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- | No log | 4.1412 | 352 | 0.9800 | 0.3816 | 0.9800 | 0.9899 |
228
- | No log | 4.1647 | 354 | 1.1070 | 0.4186 | 1.1070 | 1.0522 |
229
- | No log | 4.1882 | 356 | 1.1100 | 0.3978 | 1.1100 | 1.0536 |
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- | No log | 4.2118 | 358 | 1.0380 | 0.3540 | 1.0380 | 1.0188 |
231
- | No log | 4.2353 | 360 | 1.0037 | 0.4449 | 1.0037 | 1.0019 |
232
- | No log | 4.2588 | 362 | 1.0192 | 0.3657 | 1.0192 | 1.0095 |
233
- | No log | 4.2824 | 364 | 1.1080 | 0.3648 | 1.1080 | 1.0526 |
234
- | No log | 4.3059 | 366 | 1.1894 | 0.3676 | 1.1894 | 1.0906 |
235
- | No log | 4.3294 | 368 | 1.1438 | 0.3667 | 1.1438 | 1.0695 |
236
- | No log | 4.3529 | 370 | 0.9805 | 0.3908 | 0.9805 | 0.9902 |
237
- | No log | 4.3765 | 372 | 0.8899 | 0.4485 | 0.8899 | 0.9434 |
238
- | No log | 4.4 | 374 | 0.8980 | 0.4098 | 0.8980 | 0.9476 |
239
- | No log | 4.4235 | 376 | 0.8852 | 0.4098 | 0.8852 | 0.9408 |
240
- | No log | 4.4471 | 378 | 0.8780 | 0.4413 | 0.8780 | 0.9370 |
241
- | No log | 4.4706 | 380 | 0.9828 | 0.4220 | 0.9828 | 0.9914 |
242
- | No log | 4.4941 | 382 | 1.1376 | 0.3874 | 1.1376 | 1.0666 |
243
- | No log | 4.5176 | 384 | 1.1175 | 0.3874 | 1.1175 | 1.0571 |
244
- | No log | 4.5412 | 386 | 0.9760 | 0.4649 | 0.9760 | 0.9879 |
245
- | No log | 4.5647 | 388 | 0.8920 | 0.4164 | 0.8920 | 0.9445 |
246
- | No log | 4.5882 | 390 | 0.8656 | 0.4313 | 0.8656 | 0.9304 |
247
- | No log | 4.6118 | 392 | 0.8849 | 0.4560 | 0.8849 | 0.9407 |
248
- | No log | 4.6353 | 394 | 0.9346 | 0.5124 | 0.9346 | 0.9668 |
249
- | No log | 4.6588 | 396 | 1.0685 | 0.4219 | 1.0685 | 1.0337 |
250
- | No log | 4.6824 | 398 | 1.1442 | 0.3874 | 1.1442 | 1.0697 |
251
- | No log | 4.7059 | 400 | 1.0549 | 0.4219 | 1.0549 | 1.0271 |
252
- | No log | 4.7294 | 402 | 0.9438 | 0.4614 | 0.9438 | 0.9715 |
253
- | No log | 4.7529 | 404 | 0.9012 | 0.4242 | 0.9012 | 0.9493 |
254
- | No log | 4.7765 | 406 | 0.8985 | 0.3838 | 0.8985 | 0.9479 |
255
- | No log | 4.8 | 408 | 0.8875 | 0.3608 | 0.8875 | 0.9421 |
256
- | No log | 4.8235 | 410 | 0.8859 | 0.5045 | 0.8859 | 0.9412 |
257
- | No log | 4.8471 | 412 | 0.9089 | 0.5201 | 0.9089 | 0.9534 |
258
- | No log | 4.8706 | 414 | 1.0140 | 0.4655 | 1.0140 | 1.0070 |
259
- | No log | 4.8941 | 416 | 1.0633 | 0.4845 | 1.0633 | 1.0312 |
260
- | No log | 4.9176 | 418 | 1.0016 | 0.4655 | 1.0016 | 1.0008 |
261
- | No log | 4.9412 | 420 | 0.9091 | 0.5266 | 0.9091 | 0.9534 |
262
- | No log | 4.9647 | 422 | 0.8700 | 0.4241 | 0.8700 | 0.9328 |
263
- | No log | 4.9882 | 424 | 0.8675 | 0.4482 | 0.8675 | 0.9314 |
264
- | No log | 5.0118 | 426 | 0.8511 | 0.4519 | 0.8511 | 0.9225 |
265
- | No log | 5.0353 | 428 | 0.8554 | 0.4584 | 0.8554 | 0.9249 |
266
- | No log | 5.0588 | 430 | 0.9204 | 0.4851 | 0.9204 | 0.9594 |
267
- | No log | 5.0824 | 432 | 1.0665 | 0.3785 | 1.0665 | 1.0327 |
268
- | No log | 5.1059 | 434 | 1.1011 | 0.3684 | 1.1011 | 1.0494 |
269
- | No log | 5.1294 | 436 | 0.9856 | 0.4458 | 0.9856 | 0.9928 |
270
- | No log | 5.1529 | 438 | 0.8907 | 0.5030 | 0.8907 | 0.9438 |
271
- | No log | 5.1765 | 440 | 0.8264 | 0.5014 | 0.8264 | 0.9091 |
272
- | No log | 5.2 | 442 | 0.8297 | 0.5014 | 0.8297 | 0.9109 |
273
- | No log | 5.2235 | 444 | 0.8509 | 0.5044 | 0.8509 | 0.9224 |
274
- | No log | 5.2471 | 446 | 0.9003 | 0.4600 | 0.9003 | 0.9489 |
275
- | No log | 5.2706 | 448 | 0.8923 | 0.4973 | 0.8923 | 0.9446 |
276
- | No log | 5.2941 | 450 | 0.8424 | 0.5245 | 0.8424 | 0.9178 |
277
- | No log | 5.3176 | 452 | 0.7977 | 0.5131 | 0.7977 | 0.8931 |
278
- | No log | 5.3412 | 454 | 0.8196 | 0.5700 | 0.8196 | 0.9053 |
279
- | No log | 5.3647 | 456 | 0.8891 | 0.5208 | 0.8891 | 0.9429 |
280
- | No log | 5.3882 | 458 | 0.9145 | 0.5395 | 0.9145 | 0.9563 |
281
- | No log | 5.4118 | 460 | 0.8861 | 0.5208 | 0.8861 | 0.9413 |
282
- | No log | 5.4353 | 462 | 0.8680 | 0.5208 | 0.8680 | 0.9316 |
283
- | No log | 5.4588 | 464 | 0.8648 | 0.5421 | 0.8648 | 0.9300 |
284
- | No log | 5.4824 | 466 | 0.8571 | 0.5426 | 0.8571 | 0.9258 |
285
- | No log | 5.5059 | 468 | 0.8885 | 0.5554 | 0.8885 | 0.9426 |
286
- | No log | 5.5294 | 470 | 0.9792 | 0.5310 | 0.9792 | 0.9896 |
287
- | No log | 5.5529 | 472 | 0.9805 | 0.5208 | 0.9805 | 0.9902 |
288
- | No log | 5.5765 | 474 | 0.8410 | 0.5766 | 0.8410 | 0.9171 |
289
- | No log | 5.6 | 476 | 0.7389 | 0.5523 | 0.7389 | 0.8596 |
290
- | No log | 5.6235 | 478 | 0.7208 | 0.5701 | 0.7208 | 0.8490 |
291
- | No log | 5.6471 | 480 | 0.7301 | 0.5483 | 0.7301 | 0.8545 |
292
- | No log | 5.6706 | 482 | 0.7644 | 0.5718 | 0.7644 | 0.8743 |
293
- | No log | 5.6941 | 484 | 0.7778 | 0.6052 | 0.7778 | 0.8819 |
294
- | No log | 5.7176 | 486 | 0.7661 | 0.6052 | 0.7661 | 0.8753 |
295
- | No log | 5.7412 | 488 | 0.7896 | 0.6154 | 0.7896 | 0.8886 |
296
- | No log | 5.7647 | 490 | 0.7758 | 0.6052 | 0.7758 | 0.8808 |
297
- | No log | 5.7882 | 492 | 0.7722 | 0.5874 | 0.7722 | 0.8788 |
298
- | No log | 5.8118 | 494 | 0.7671 | 0.4444 | 0.7671 | 0.8759 |
299
- | No log | 5.8353 | 496 | 0.7876 | 0.4540 | 0.7876 | 0.8875 |
300
- | No log | 5.8588 | 498 | 0.8315 | 0.5727 | 0.8315 | 0.9118 |
301
- | 0.3564 | 5.8824 | 500 | 0.9715 | 0.5743 | 0.9715 | 0.9857 |
302
- | 0.3564 | 5.9059 | 502 | 1.0767 | 0.4894 | 1.0767 | 1.0376 |
303
- | 0.3564 | 5.9294 | 504 | 1.0265 | 0.5334 | 1.0265 | 1.0132 |
304
- | 0.3564 | 5.9529 | 506 | 0.9049 | 0.5649 | 0.9049 | 0.9513 |
305
- | 0.3564 | 5.9765 | 508 | 0.8105 | 0.4256 | 0.8105 | 0.9003 |
306
- | 0.3564 | 6.0 | 510 | 0.8126 | 0.4730 | 0.8126 | 0.9014 |
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6828
19
+ - Qwk: 0.5727
20
+ - Mse: 0.6828
21
+ - Rmse: 0.8263
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0222 | 2 | 4.4190 | 0.0074 | 4.4190 | 2.1021 |
53
+ | No log | 0.0444 | 4 | 3.3703 | 0.0110 | 3.3703 | 1.8358 |
54
+ | No log | 0.0667 | 6 | 1.5892 | 0.0142 | 1.5892 | 1.2606 |
55
+ | No log | 0.0889 | 8 | 1.2261 | 0.1468 | 1.2261 | 1.1073 |
56
+ | No log | 0.1111 | 10 | 1.1820 | 0.1857 | 1.1820 | 1.0872 |
57
+ | No log | 0.1333 | 12 | 1.1741 | 0.1417 | 1.1741 | 1.0836 |
58
+ | No log | 0.1556 | 14 | 1.1535 | 0.1417 | 1.1535 | 1.0740 |
59
+ | No log | 0.1778 | 16 | 1.1692 | 0.1852 | 1.1692 | 1.0813 |
60
+ | No log | 0.2 | 18 | 1.2379 | 0.0992 | 1.2379 | 1.1126 |
61
+ | No log | 0.2222 | 20 | 1.2614 | 0.1196 | 1.2614 | 1.1231 |
62
+ | No log | 0.2444 | 22 | 1.1552 | 0.1865 | 1.1552 | 1.0748 |
63
+ | No log | 0.2667 | 24 | 1.1063 | 0.1984 | 1.1063 | 1.0518 |
64
+ | No log | 0.2889 | 26 | 1.0525 | 0.3119 | 1.0525 | 1.0259 |
65
+ | No log | 0.3111 | 28 | 1.0529 | 0.2621 | 1.0529 | 1.0261 |
66
+ | No log | 0.3333 | 30 | 1.0257 | 0.3066 | 1.0257 | 1.0128 |
67
+ | No log | 0.3556 | 32 | 1.0519 | 0.3039 | 1.0519 | 1.0256 |
68
+ | No log | 0.3778 | 34 | 1.1857 | 0.2815 | 1.1857 | 1.0889 |
69
+ | No log | 0.4 | 36 | 1.3220 | 0.2925 | 1.3220 | 1.1498 |
70
+ | No log | 0.4222 | 38 | 1.4109 | 0.2927 | 1.4109 | 1.1878 |
71
+ | No log | 0.4444 | 40 | 1.3176 | 0.3442 | 1.3176 | 1.1479 |
72
+ | No log | 0.4667 | 42 | 1.3797 | 0.3624 | 1.3797 | 1.1746 |
73
+ | No log | 0.4889 | 44 | 1.2141 | 0.3689 | 1.2141 | 1.1019 |
74
+ | No log | 0.5111 | 46 | 1.0321 | 0.5159 | 1.0321 | 1.0159 |
75
+ | No log | 0.5333 | 48 | 0.8357 | 0.5779 | 0.8357 | 0.9142 |
76
+ | No log | 0.5556 | 50 | 0.7647 | 0.5447 | 0.7647 | 0.8745 |
77
+ | No log | 0.5778 | 52 | 0.7141 | 0.6356 | 0.7141 | 0.8451 |
78
+ | No log | 0.6 | 54 | 0.7734 | 0.5426 | 0.7734 | 0.8794 |
79
+ | No log | 0.6222 | 56 | 0.7335 | 0.5700 | 0.7335 | 0.8565 |
80
+ | No log | 0.6444 | 58 | 0.7380 | 0.5569 | 0.7380 | 0.8591 |
81
+ | No log | 0.6667 | 60 | 0.7502 | 0.4879 | 0.7502 | 0.8662 |
82
+ | No log | 0.6889 | 62 | 0.7564 | 0.5226 | 0.7564 | 0.8697 |
83
+ | No log | 0.7111 | 64 | 0.7203 | 0.6476 | 0.7203 | 0.8487 |
84
+ | No log | 0.7333 | 66 | 0.8219 | 0.5427 | 0.8219 | 0.9066 |
85
+ | No log | 0.7556 | 68 | 0.8639 | 0.5208 | 0.8639 | 0.9295 |
86
+ | No log | 0.7778 | 70 | 0.7540 | 0.6008 | 0.7540 | 0.8683 |
87
+ | No log | 0.8 | 72 | 0.6460 | 0.7217 | 0.6460 | 0.8038 |
88
+ | No log | 0.8222 | 74 | 0.6670 | 0.6410 | 0.6670 | 0.8167 |
89
+ | No log | 0.8444 | 76 | 0.6326 | 0.7232 | 0.6326 | 0.7954 |
90
+ | No log | 0.8667 | 78 | 0.6386 | 0.6791 | 0.6386 | 0.7991 |
91
+ | No log | 0.8889 | 80 | 0.6423 | 0.6588 | 0.6423 | 0.8014 |
92
+ | No log | 0.9111 | 82 | 0.6476 | 0.6368 | 0.6476 | 0.8048 |
93
+ | No log | 0.9333 | 84 | 0.7034 | 0.5905 | 0.7034 | 0.8387 |
94
+ | No log | 0.9556 | 86 | 0.6789 | 0.6317 | 0.6789 | 0.8240 |
95
+ | No log | 0.9778 | 88 | 0.6507 | 0.7066 | 0.6507 | 0.8067 |
96
+ | No log | 1.0 | 90 | 0.7936 | 0.5962 | 0.7936 | 0.8909 |
97
+ | No log | 1.0222 | 92 | 0.9145 | 0.5384 | 0.9145 | 0.9563 |
98
+ | No log | 1.0444 | 94 | 0.8781 | 0.5548 | 0.8781 | 0.9371 |
99
+ | No log | 1.0667 | 96 | 0.7339 | 0.5975 | 0.7339 | 0.8567 |
100
+ | No log | 1.0889 | 98 | 0.6821 | 0.5327 | 0.6821 | 0.8259 |
101
+ | No log | 1.1111 | 100 | 0.6844 | 0.5746 | 0.6844 | 0.8273 |
102
+ | No log | 1.1333 | 102 | 0.6546 | 0.6809 | 0.6546 | 0.8091 |
103
+ | No log | 1.1556 | 104 | 0.8604 | 0.6007 | 0.8604 | 0.9276 |
104
+ | No log | 1.1778 | 106 | 1.0673 | 0.5963 | 1.0673 | 1.0331 |
105
+ | No log | 1.2 | 108 | 0.8574 | 0.5836 | 0.8574 | 0.9260 |
106
+ | No log | 1.2222 | 110 | 0.6188 | 0.7088 | 0.6188 | 0.7866 |
107
+ | No log | 1.2444 | 112 | 0.7067 | 0.5881 | 0.7067 | 0.8407 |
108
+ | No log | 1.2667 | 114 | 0.6727 | 0.5678 | 0.6727 | 0.8202 |
109
+ | No log | 1.2889 | 116 | 0.6278 | 0.6908 | 0.6278 | 0.7923 |
110
+ | No log | 1.3111 | 118 | 0.7104 | 0.6330 | 0.7104 | 0.8428 |
111
+ | No log | 1.3333 | 120 | 0.9479 | 0.5028 | 0.9479 | 0.9736 |
112
+ | No log | 1.3556 | 122 | 1.0724 | 0.4741 | 1.0724 | 1.0356 |
113
+ | No log | 1.3778 | 124 | 0.9706 | 0.5425 | 0.9706 | 0.9852 |
114
+ | No log | 1.4 | 126 | 0.7284 | 0.6385 | 0.7284 | 0.8534 |
115
+ | No log | 1.4222 | 128 | 0.6674 | 0.6651 | 0.6674 | 0.8170 |
116
+ | No log | 1.4444 | 130 | 0.6977 | 0.6385 | 0.6977 | 0.8353 |
117
+ | No log | 1.4667 | 132 | 0.8796 | 0.6073 | 0.8796 | 0.9379 |
118
+ | No log | 1.4889 | 134 | 1.0217 | 0.5779 | 1.0217 | 1.0108 |
119
+ | No log | 1.5111 | 136 | 0.9597 | 0.6179 | 0.9597 | 0.9797 |
120
+ | No log | 1.5333 | 138 | 0.7597 | 0.6365 | 0.7597 | 0.8716 |
121
+ | No log | 1.5556 | 140 | 0.6667 | 0.7243 | 0.6667 | 0.8165 |
122
+ | No log | 1.5778 | 142 | 0.6491 | 0.7029 | 0.6491 | 0.8056 |
123
+ | No log | 1.6 | 144 | 0.7584 | 0.6474 | 0.7584 | 0.8708 |
124
+ | No log | 1.6222 | 146 | 1.1018 | 0.5437 | 1.1018 | 1.0497 |
125
+ | No log | 1.6444 | 148 | 1.1365 | 0.5331 | 1.1365 | 1.0661 |
126
+ | No log | 1.6667 | 150 | 0.8769 | 0.6045 | 0.8769 | 0.9364 |
127
+ | No log | 1.6889 | 152 | 0.6631 | 0.6481 | 0.6631 | 0.8143 |
128
+ | No log | 1.7111 | 154 | 0.6527 | 0.6369 | 0.6527 | 0.8079 |
129
+ | No log | 1.7333 | 156 | 0.7453 | 0.6481 | 0.7453 | 0.8633 |
130
+ | No log | 1.7556 | 158 | 0.7695 | 0.6568 | 0.7695 | 0.8772 |
131
+ | No log | 1.7778 | 160 | 0.7274 | 0.6755 | 0.7274 | 0.8529 |
132
+ | No log | 1.8 | 162 | 0.7980 | 0.6568 | 0.7980 | 0.8933 |
133
+ | No log | 1.8222 | 164 | 0.9144 | 0.5626 | 0.9144 | 0.9563 |
134
+ | No log | 1.8444 | 166 | 0.8779 | 0.5420 | 0.8779 | 0.9370 |
135
+ | No log | 1.8667 | 168 | 0.7640 | 0.6109 | 0.7640 | 0.8741 |
136
+ | No log | 1.8889 | 170 | 0.7575 | 0.5204 | 0.7575 | 0.8704 |
137
+ | No log | 1.9111 | 172 | 0.8076 | 0.5318 | 0.8076 | 0.8987 |
138
+ | No log | 1.9333 | 174 | 0.9245 | 0.5455 | 0.9245 | 0.9615 |
139
+ | No log | 1.9556 | 176 | 0.9137 | 0.5614 | 0.9137 | 0.9559 |
140
+ | No log | 1.9778 | 178 | 0.9302 | 0.6083 | 0.9302 | 0.9645 |
141
+ | No log | 2.0 | 180 | 0.8706 | 0.6062 | 0.8706 | 0.9331 |
142
+ | No log | 2.0222 | 182 | 0.8067 | 0.6159 | 0.8067 | 0.8981 |
143
+ | No log | 2.0444 | 184 | 0.9044 | 0.6219 | 0.9044 | 0.9510 |
144
+ | No log | 2.0667 | 186 | 1.0556 | 0.5467 | 1.0556 | 1.0274 |
145
+ | No log | 2.0889 | 188 | 0.9795 | 0.4872 | 0.9795 | 0.9897 |
146
+ | No log | 2.1111 | 190 | 0.9317 | 0.4714 | 0.9317 | 0.9652 |
147
+ | No log | 2.1333 | 192 | 0.9217 | 0.4632 | 0.9217 | 0.9601 |
148
+ | No log | 2.1556 | 194 | 0.8560 | 0.5736 | 0.8560 | 0.9252 |
149
+ | No log | 2.1778 | 196 | 0.7688 | 0.6026 | 0.7688 | 0.8768 |
150
+ | No log | 2.2 | 198 | 0.7808 | 0.6287 | 0.7808 | 0.8836 |
151
+ | No log | 2.2222 | 200 | 0.9055 | 0.5962 | 0.9055 | 0.9516 |
152
+ | No log | 2.2444 | 202 | 1.0061 | 0.6018 | 1.0061 | 1.0030 |
153
+ | No log | 2.2667 | 204 | 0.9056 | 0.5962 | 0.9056 | 0.9516 |
154
+ | No log | 2.2889 | 206 | 0.7856 | 0.6139 | 0.7856 | 0.8863 |
155
+ | No log | 2.3111 | 208 | 0.8475 | 0.5791 | 0.8475 | 0.9206 |
156
+ | No log | 2.3333 | 210 | 0.9197 | 0.5893 | 0.9197 | 0.9590 |
157
+ | No log | 2.3556 | 212 | 0.7868 | 0.5685 | 0.7868 | 0.8870 |
158
+ | No log | 2.3778 | 214 | 0.7234 | 0.5606 | 0.7234 | 0.8505 |
159
+ | No log | 2.4 | 216 | 0.7108 | 0.6084 | 0.7108 | 0.8431 |
160
+ | No log | 2.4222 | 218 | 0.7301 | 0.5957 | 0.7301 | 0.8545 |
161
+ | No log | 2.4444 | 220 | 0.7361 | 0.5766 | 0.7361 | 0.8579 |
162
+ | No log | 2.4667 | 222 | 0.7745 | 0.5741 | 0.7745 | 0.8801 |
163
+ | No log | 2.4889 | 224 | 0.8091 | 0.5716 | 0.8091 | 0.8995 |
164
+ | No log | 2.5111 | 226 | 0.8455 | 0.5614 | 0.8455 | 0.9195 |
165
+ | No log | 2.5333 | 228 | 0.8543 | 0.6207 | 0.8543 | 0.9243 |
166
+ | No log | 2.5556 | 230 | 0.8304 | 0.6026 | 0.8304 | 0.9112 |
167
+ | No log | 2.5778 | 232 | 0.7653 | 0.6239 | 0.7653 | 0.8748 |
168
+ | No log | 2.6 | 234 | 0.7583 | 0.6338 | 0.7583 | 0.8708 |
169
+ | No log | 2.6222 | 236 | 0.7554 | 0.6611 | 0.7554 | 0.8691 |
170
+ | No log | 2.6444 | 238 | 0.8150 | 0.5965 | 0.8150 | 0.9028 |
171
+ | No log | 2.6667 | 240 | 1.0086 | 0.5040 | 1.0086 | 1.0043 |
172
+ | No log | 2.6889 | 242 | 1.0630 | 0.4387 | 1.0630 | 1.0310 |
173
+ | No log | 2.7111 | 244 | 0.9852 | 0.5094 | 0.9852 | 0.9926 |
174
+ | No log | 2.7333 | 246 | 0.9759 | 0.4218 | 0.9759 | 0.9879 |
175
+ | No log | 2.7556 | 248 | 1.0294 | 0.4219 | 1.0294 | 1.0146 |
176
+ | No log | 2.7778 | 250 | 0.9407 | 0.4222 | 0.9407 | 0.9699 |
177
+ | No log | 2.8 | 252 | 0.8621 | 0.5295 | 0.8621 | 0.9285 |
178
+ | No log | 2.8222 | 254 | 0.8220 | 0.5303 | 0.8220 | 0.9066 |
179
+ | No log | 2.8444 | 256 | 0.8489 | 0.5661 | 0.8489 | 0.9214 |
180
+ | No log | 2.8667 | 258 | 0.8724 | 0.5427 | 0.8724 | 0.9340 |
181
+ | No log | 2.8889 | 260 | 0.8401 | 0.5719 | 0.8401 | 0.9166 |
182
+ | No log | 2.9111 | 262 | 0.7944 | 0.5661 | 0.7944 | 0.8913 |
183
+ | No log | 2.9333 | 264 | 0.7678 | 0.6132 | 0.7678 | 0.8762 |
184
+ | No log | 2.9556 | 266 | 0.7819 | 0.5675 | 0.7819 | 0.8842 |
185
+ | No log | 2.9778 | 268 | 0.8088 | 0.5536 | 0.8088 | 0.8993 |
186
+ | No log | 3.0 | 270 | 0.8714 | 0.5379 | 0.8714 | 0.9335 |
187
+ | No log | 3.0222 | 272 | 0.9005 | 0.5591 | 0.9005 | 0.9490 |
188
+ | No log | 3.0444 | 274 | 0.7931 | 0.6280 | 0.7931 | 0.8905 |
189
+ | No log | 3.0667 | 276 | 0.6829 | 0.6635 | 0.6829 | 0.8264 |
190
+ | No log | 3.0889 | 278 | 0.6473 | 0.6669 | 0.6473 | 0.8045 |
191
+ | No log | 3.1111 | 280 | 0.6525 | 0.6809 | 0.6525 | 0.8078 |
192
+ | No log | 3.1333 | 282 | 0.6772 | 0.6849 | 0.6772 | 0.8229 |
193
+ | No log | 3.1556 | 284 | 0.6859 | 0.6849 | 0.6859 | 0.8282 |
194
+ | No log | 3.1778 | 286 | 0.7696 | 0.6101 | 0.7696 | 0.8772 |
195
+ | No log | 3.2 | 288 | 0.8116 | 0.5719 | 0.8116 | 0.9009 |
196
+ | No log | 3.2222 | 290 | 0.7688 | 0.6013 | 0.7688 | 0.8768 |
197
+ | No log | 3.2444 | 292 | 0.7063 | 0.5898 | 0.7063 | 0.8404 |
198
+ | No log | 3.2667 | 294 | 0.6923 | 0.6144 | 0.6923 | 0.8320 |
199
+ | No log | 3.2889 | 296 | 0.6867 | 0.5727 | 0.6867 | 0.8287 |
200
+ | No log | 3.3111 | 298 | 0.7469 | 0.5844 | 0.7469 | 0.8642 |
201
+ | No log | 3.3333 | 300 | 0.7518 | 0.5844 | 0.7518 | 0.8670 |
202
+ | No log | 3.3556 | 302 | 0.6773 | 0.5806 | 0.6773 | 0.8230 |
203
+ | No log | 3.3778 | 304 | 0.6692 | 0.5983 | 0.6692 | 0.8180 |
204
+ | No log | 3.4 | 306 | 0.7203 | 0.5727 | 0.7203 | 0.8487 |
205
+ | No log | 3.4222 | 308 | 0.8582 | 0.5419 | 0.8582 | 0.9264 |
206
+ | No log | 3.4444 | 310 | 0.9401 | 0.4796 | 0.9401 | 0.9696 |
207
+ | No log | 3.4667 | 312 | 0.9305 | 0.5002 | 0.9305 | 0.9646 |
208
+ | No log | 3.4889 | 314 | 0.8486 | 0.4772 | 0.8486 | 0.9212 |
209
+ | No log | 3.5111 | 316 | 0.7885 | 0.5303 | 0.7885 | 0.8880 |
210
+ | No log | 3.5333 | 318 | 0.7946 | 0.5303 | 0.7946 | 0.8914 |
211
+ | No log | 3.5556 | 320 | 0.8009 | 0.5447 | 0.8009 | 0.8949 |
212
+ | No log | 3.5778 | 322 | 0.8802 | 0.5135 | 0.8802 | 0.9382 |
213
+ | No log | 3.6 | 324 | 0.9246 | 0.5286 | 0.9246 | 0.9616 |
214
+ | No log | 3.6222 | 326 | 0.9749 | 0.5237 | 0.9749 | 0.9874 |
215
+ | No log | 3.6444 | 328 | 0.8434 | 0.5365 | 0.8434 | 0.9184 |
216
+ | No log | 3.6667 | 330 | 0.7526 | 0.6518 | 0.7526 | 0.8675 |
217
+ | No log | 3.6889 | 332 | 0.7190 | 0.6324 | 0.7190 | 0.8480 |
218
+ | No log | 3.7111 | 334 | 0.7283 | 0.6455 | 0.7283 | 0.8534 |
219
+ | No log | 3.7333 | 336 | 0.7777 | 0.6076 | 0.7777 | 0.8819 |
220
+ | No log | 3.7556 | 338 | 0.9210 | 0.4921 | 0.9210 | 0.9597 |
221
+ | No log | 3.7778 | 340 | 0.9580 | 0.4487 | 0.9580 | 0.9788 |
222
+ | No log | 3.8 | 342 | 0.8616 | 0.4874 | 0.8616 | 0.9282 |
223
+ | No log | 3.8222 | 344 | 0.7685 | 0.6110 | 0.7685 | 0.8766 |
224
+ | No log | 3.8444 | 346 | 0.7303 | 0.6110 | 0.7303 | 0.8546 |
225
+ | No log | 3.8667 | 348 | 0.7866 | 0.5661 | 0.7866 | 0.8869 |
226
+ | No log | 3.8889 | 350 | 0.9428 | 0.5342 | 0.9428 | 0.9710 |
227
+ | No log | 3.9111 | 352 | 0.9978 | 0.5134 | 0.9978 | 0.9989 |
228
+ | No log | 3.9333 | 354 | 0.9154 | 0.5190 | 0.9154 | 0.9568 |
229
+ | No log | 3.9556 | 356 | 0.7906 | 0.5996 | 0.7906 | 0.8892 |
230
+ | No log | 3.9778 | 358 | 0.7442 | 0.5555 | 0.7442 | 0.8627 |
231
+ | No log | 4.0 | 360 | 0.7244 | 0.5392 | 0.7244 | 0.8511 |
232
+ | No log | 4.0222 | 362 | 0.7216 | 0.5647 | 0.7216 | 0.8495 |
233
+ | No log | 4.0444 | 364 | 0.7253 | 0.5854 | 0.7253 | 0.8516 |
234
+ | No log | 4.0667 | 366 | 0.7139 | 0.5969 | 0.7139 | 0.8449 |
235
+ | No log | 4.0889 | 368 | 0.7057 | 0.6272 | 0.7057 | 0.8401 |
236
+ | No log | 4.1111 | 370 | 0.7499 | 0.6089 | 0.7499 | 0.8660 |
237
+ | No log | 4.1333 | 372 | 0.9075 | 0.5130 | 0.9075 | 0.9526 |
238
+ | No log | 4.1556 | 374 | 0.9595 | 0.5177 | 0.9595 | 0.9795 |
239
+ | No log | 4.1778 | 376 | 0.8502 | 0.5451 | 0.8502 | 0.9221 |
240
+ | No log | 4.2 | 378 | 0.7661 | 0.5766 | 0.7661 | 0.8752 |
241
+ | No log | 4.2222 | 380 | 0.6797 | 0.6412 | 0.6797 | 0.8244 |
242
+ | No log | 4.2444 | 382 | 0.6717 | 0.5864 | 0.6717 | 0.8196 |
243
+ | No log | 4.2667 | 384 | 0.6907 | 0.6007 | 0.6907 | 0.8311 |
244
+ | No log | 4.2889 | 386 | 0.6411 | 0.6495 | 0.6411 | 0.8007 |
245
+ | No log | 4.3111 | 388 | 0.6027 | 0.7053 | 0.6027 | 0.7763 |
246
+ | No log | 4.3333 | 390 | 0.7559 | 0.6825 | 0.7559 | 0.8694 |
247
+ | No log | 4.3556 | 392 | 0.9875 | 0.5376 | 0.9875 | 0.9937 |
248
+ | No log | 4.3778 | 394 | 0.9974 | 0.6066 | 0.9974 | 0.9987 |
249
+ | No log | 4.4 | 396 | 0.9047 | 0.5626 | 0.9047 | 0.9512 |
250
+ | No log | 4.4222 | 398 | 0.7454 | 0.5875 | 0.7454 | 0.8633 |
251
+ | No log | 4.4444 | 400 | 0.7155 | 0.6110 | 0.7155 | 0.8459 |
252
+ | No log | 4.4667 | 402 | 0.7032 | 0.5959 | 0.7032 | 0.8386 |
253
+ | No log | 4.4889 | 404 | 0.6946 | 0.6263 | 0.6946 | 0.8334 |
254
+ | No log | 4.5111 | 406 | 0.6776 | 0.6262 | 0.6776 | 0.8232 |
255
+ | No log | 4.5333 | 408 | 0.6736 | 0.5866 | 0.6736 | 0.8207 |
256
+ | No log | 4.5556 | 410 | 0.6696 | 0.6281 | 0.6696 | 0.8183 |
257
+ | No log | 4.5778 | 412 | 0.6874 | 0.5847 | 0.6874 | 0.8291 |
258
+ | No log | 4.6 | 414 | 0.7798 | 0.6122 | 0.7798 | 0.8830 |
259
+ | No log | 4.6222 | 416 | 0.9494 | 0.5956 | 0.9494 | 0.9743 |
260
+ | No log | 4.6444 | 418 | 0.9273 | 0.5956 | 0.9273 | 0.9629 |
261
+ | No log | 4.6667 | 420 | 0.7686 | 0.6201 | 0.7686 | 0.8767 |
262
+ | No log | 4.6889 | 422 | 0.7088 | 0.6400 | 0.7088 | 0.8419 |
263
+ | No log | 4.7111 | 424 | 0.7028 | 0.6162 | 0.7028 | 0.8383 |
264
+ | No log | 4.7333 | 426 | 0.7390 | 0.5447 | 0.7390 | 0.8596 |
265
+ | No log | 4.7556 | 428 | 0.8187 | 0.5638 | 0.8187 | 0.9048 |
266
+ | No log | 4.7778 | 430 | 0.9177 | 0.5445 | 0.9177 | 0.9580 |
267
+ | No log | 4.8 | 432 | 0.9581 | 0.5425 | 0.9581 | 0.9788 |
268
+ | No log | 4.8222 | 434 | 0.8870 | 0.5705 | 0.8870 | 0.9418 |
269
+ | No log | 4.8444 | 436 | 0.7605 | 0.6398 | 0.7605 | 0.8720 |
270
+ | No log | 4.8667 | 438 | 0.6735 | 0.5766 | 0.6735 | 0.8207 |
271
+ | No log | 4.8889 | 440 | 0.6631 | 0.6085 | 0.6631 | 0.8143 |
272
+ | No log | 4.9111 | 442 | 0.6654 | 0.6085 | 0.6654 | 0.8157 |
273
+ | No log | 4.9333 | 444 | 0.6724 | 0.6217 | 0.6724 | 0.8200 |
274
+ | No log | 4.9556 | 446 | 0.6699 | 0.6269 | 0.6699 | 0.8185 |
275
+ | No log | 4.9778 | 448 | 0.6743 | 0.6384 | 0.6743 | 0.8211 |
276
+ | No log | 5.0 | 450 | 0.6731 | 0.5806 | 0.6731 | 0.8204 |
277
+ | No log | 5.0222 | 452 | 0.7121 | 0.6091 | 0.7121 | 0.8438 |
278
+ | No log | 5.0444 | 454 | 0.7152 | 0.5814 | 0.7152 | 0.8457 |
279
+ | No log | 5.0667 | 456 | 0.6804 | 0.5416 | 0.6804 | 0.8249 |
280
+ | No log | 5.0889 | 458 | 0.6798 | 0.5753 | 0.6798 | 0.8245 |
281
+ | No log | 5.1111 | 460 | 0.7087 | 0.6189 | 0.7087 | 0.8418 |
282
+ | No log | 5.1333 | 462 | 0.7317 | 0.6282 | 0.7317 | 0.8554 |
283
+ | No log | 5.1556 | 464 | 0.7154 | 0.6189 | 0.7154 | 0.8458 |
284
+ | No log | 5.1778 | 466 | 0.6671 | 0.6120 | 0.6671 | 0.8167 |
285
+ | No log | 5.2 | 468 | 0.6328 | 0.6343 | 0.6328 | 0.7955 |
286
+ | No log | 5.2222 | 470 | 0.6375 | 0.6203 | 0.6375 | 0.7985 |
287
+ | No log | 5.2444 | 472 | 0.6956 | 0.6580 | 0.6956 | 0.8340 |
288
+ | No log | 5.2667 | 474 | 0.8525 | 0.6073 | 0.8525 | 0.9233 |
289
+ | No log | 5.2889 | 476 | 0.9501 | 0.5486 | 0.9501 | 0.9747 |
290
+ | No log | 5.3111 | 478 | 0.8881 | 0.5984 | 0.8881 | 0.9424 |
291
+ | No log | 5.3333 | 480 | 0.7677 | 0.6398 | 0.7677 | 0.8762 |
292
+ | No log | 5.3556 | 482 | 0.6699 | 0.6718 | 0.6699 | 0.8185 |
293
+ | No log | 5.3778 | 484 | 0.6524 | 0.6406 | 0.6524 | 0.8077 |
294
+ | No log | 5.4 | 486 | 0.6383 | 0.6791 | 0.6383 | 0.7989 |
295
+ | No log | 5.4222 | 488 | 0.6460 | 0.6791 | 0.6460 | 0.8037 |
296
+ | No log | 5.4444 | 490 | 0.6661 | 0.6384 | 0.6661 | 0.8162 |
297
+ | No log | 5.4667 | 492 | 0.7074 | 0.6464 | 0.7074 | 0.8411 |
298
+ | No log | 5.4889 | 494 | 0.7565 | 0.6269 | 0.7565 | 0.8697 |
299
+ | No log | 5.5111 | 496 | 0.7837 | 0.6182 | 0.7837 | 0.8852 |
300
+ | No log | 5.5333 | 498 | 0.7718 | 0.6182 | 0.7718 | 0.8785 |
301
+ | 0.3447 | 5.5556 | 500 | 0.7422 | 0.6131 | 0.7422 | 0.8615 |
302
+ | 0.3447 | 5.5778 | 502 | 0.7026 | 0.6040 | 0.7026 | 0.8382 |
303
+ | 0.3447 | 5.6 | 504 | 0.7003 | 0.6320 | 0.7003 | 0.8369 |
304
+ | 0.3447 | 5.6222 | 506 | 0.7227 | 0.5839 | 0.7227 | 0.8501 |
305
+ | 0.3447 | 5.6444 | 508 | 0.6905 | 0.6320 | 0.6905 | 0.8310 |
306
+ | 0.3447 | 5.6667 | 510 | 0.6731 | 0.5963 | 0.6731 | 0.8204 |
307
+ | 0.3447 | 5.6889 | 512 | 0.6849 | 0.5753 | 0.6849 | 0.8276 |
308
+ | 0.3447 | 5.7111 | 514 | 0.6580 | 0.6255 | 0.6580 | 0.8112 |
309
+ | 0.3447 | 5.7333 | 516 | 0.6777 | 0.6460 | 0.6777 | 0.8232 |
310
+ | 0.3447 | 5.7556 | 518 | 0.6902 | 0.6154 | 0.6902 | 0.8308 |
311
+ | 0.3447 | 5.7778 | 520 | 0.6848 | 0.5964 | 0.6848 | 0.8275 |
312
+ | 0.3447 | 5.8 | 522 | 0.7033 | 0.5650 | 0.7033 | 0.8386 |
313
+ | 0.3447 | 5.8222 | 524 | 0.7564 | 0.6101 | 0.7564 | 0.8697 |
314
+ | 0.3447 | 5.8444 | 526 | 0.7433 | 0.5962 | 0.7433 | 0.8622 |
315
+ | 0.3447 | 5.8667 | 528 | 0.6828 | 0.5727 | 0.6828 | 0.8263 |
316
 
317
 
318
  ### Framework versions