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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k3_task2_organization

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  1. README.md +261 -424
  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_k3_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k3_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: 0.8663
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- - Qwk: 0.3298
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- - Mse: 0.8663
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- - Rmse: 0.9308
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  ## Model description
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@@ -49,424 +49,261 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.1111 | 2 | 4.6261 | -0.0020 | 4.6261 | 2.1508 |
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- | No log | 0.2222 | 4 | 2.8864 | -0.0545 | 2.8864 | 1.6989 |
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- | No log | 0.3333 | 6 | 1.8017 | 0.0504 | 1.8017 | 1.3423 |
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- | No log | 0.4444 | 8 | 1.4808 | 0.0082 | 1.4808 | 1.2169 |
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- | No log | 0.5556 | 10 | 1.4276 | -0.0112 | 1.4276 | 1.1948 |
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- | No log | 0.6667 | 12 | 1.3629 | -0.0163 | 1.3629 | 1.1674 |
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- | No log | 0.7778 | 14 | 1.3407 | 0.0370 | 1.3407 | 1.1579 |
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- | No log | 0.8889 | 16 | 1.3123 | 0.1044 | 1.3123 | 1.1456 |
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- | No log | 1.0 | 18 | 1.3216 | 0.0165 | 1.3216 | 1.1496 |
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- | No log | 1.1111 | 20 | 1.2892 | 0.0208 | 1.2892 | 1.1354 |
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- | No log | 1.2222 | 22 | 1.2752 | -0.0147 | 1.2752 | 1.1293 |
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- | No log | 1.3333 | 24 | 1.2396 | 0.2040 | 1.2396 | 1.1134 |
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- | No log | 1.4444 | 26 | 1.1633 | 0.1370 | 1.1633 | 1.0786 |
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- | No log | 1.5556 | 28 | 1.1843 | 0.2386 | 1.1843 | 1.0882 |
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- | No log | 1.6667 | 30 | 1.1937 | 0.1696 | 1.1937 | 1.0926 |
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- | No log | 1.7778 | 32 | 1.2235 | 0.1865 | 1.2235 | 1.1061 |
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- | No log | 1.8889 | 34 | 1.1868 | 0.1904 | 1.1868 | 1.0894 |
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- | No log | 2.0 | 36 | 1.2054 | 0.1865 | 1.2054 | 1.0979 |
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- | No log | 2.1111 | 38 | 1.1620 | 0.2108 | 1.1620 | 1.0779 |
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- | No log | 2.2222 | 40 | 1.0587 | 0.3330 | 1.0587 | 1.0289 |
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- | No log | 2.3333 | 42 | 0.9767 | 0.3946 | 0.9767 | 0.9883 |
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- | No log | 2.4444 | 44 | 0.9077 | 0.3250 | 0.9077 | 0.9527 |
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- | No log | 2.5556 | 46 | 0.9163 | 0.2916 | 0.9163 | 0.9572 |
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- | No log | 2.6667 | 48 | 0.9008 | 0.3557 | 0.9008 | 0.9491 |
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- | No log | 2.7778 | 50 | 0.9255 | 0.4654 | 0.9255 | 0.9620 |
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- | No log | 2.8889 | 52 | 0.9402 | 0.4645 | 0.9402 | 0.9697 |
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- | No log | 3.0 | 54 | 0.8808 | 0.3744 | 0.8808 | 0.9385 |
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- | No log | 3.1111 | 56 | 0.8639 | 0.3787 | 0.8639 | 0.9295 |
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- | No log | 3.2222 | 58 | 0.9223 | 0.5027 | 0.9223 | 0.9604 |
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- | No log | 3.3333 | 60 | 0.8420 | 0.4701 | 0.8420 | 0.9176 |
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- | No log | 3.4444 | 62 | 0.9108 | 0.4631 | 0.9108 | 0.9543 |
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- | No log | 3.5556 | 64 | 0.8971 | 0.4533 | 0.8971 | 0.9472 |
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- | No log | 3.6667 | 66 | 1.0141 | 0.4331 | 1.0141 | 1.0070 |
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- | No log | 3.7778 | 68 | 1.3750 | 0.1892 | 1.3750 | 1.1726 |
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- | No log | 3.8889 | 70 | 1.4659 | 0.1892 | 1.4659 | 1.2108 |
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- | No log | 4.0 | 72 | 1.2485 | 0.2094 | 1.2485 | 1.1174 |
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- | No log | 4.1111 | 74 | 1.0362 | 0.4401 | 1.0362 | 1.0179 |
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- | No log | 4.2222 | 76 | 1.0054 | 0.4401 | 1.0054 | 1.0027 |
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- | No log | 4.3333 | 78 | 0.9723 | 0.4401 | 0.9723 | 0.9861 |
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- | No log | 4.4444 | 80 | 0.9406 | 0.4430 | 0.9406 | 0.9699 |
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- | No log | 4.5556 | 82 | 0.8929 | 0.4534 | 0.8929 | 0.9449 |
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- | No log | 4.6667 | 84 | 0.8567 | 0.4373 | 0.8567 | 0.9256 |
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- | No log | 4.7778 | 86 | 0.8571 | 0.4681 | 0.8571 | 0.9258 |
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- | No log | 4.8889 | 88 | 0.8265 | 0.4681 | 0.8265 | 0.9091 |
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- | No log | 5.0 | 90 | 0.8405 | 0.4968 | 0.8405 | 0.9168 |
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- | No log | 5.1111 | 92 | 0.7946 | 0.4440 | 0.7946 | 0.8914 |
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- | No log | 5.2222 | 94 | 0.9260 | 0.3981 | 0.9260 | 0.9623 |
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- | No log | 5.3333 | 96 | 0.9525 | 0.4410 | 0.9525 | 0.9760 |
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- | No log | 5.4444 | 98 | 0.8088 | 0.4123 | 0.8088 | 0.8993 |
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- | No log | 5.5556 | 100 | 0.9566 | 0.4972 | 0.9566 | 0.9780 |
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- | No log | 5.6667 | 102 | 0.9280 | 0.48 | 0.9280 | 0.9633 |
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- | No log | 5.7778 | 104 | 0.8663 | 0.5042 | 0.8663 | 0.9308 |
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- | No log | 5.8889 | 106 | 1.1471 | 0.3585 | 1.1471 | 1.0711 |
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- | No log | 6.0 | 108 | 1.0740 | 0.4526 | 1.0740 | 1.0364 |
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- | No log | 6.1111 | 110 | 0.8734 | 0.3715 | 0.8734 | 0.9346 |
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- | No log | 6.2222 | 112 | 0.9297 | 0.4420 | 0.9297 | 0.9642 |
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- | No log | 6.3333 | 114 | 1.1104 | 0.4492 | 1.1104 | 1.0538 |
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- | No log | 6.4444 | 116 | 1.0057 | 0.3954 | 1.0057 | 1.0028 |
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- | No log | 6.5556 | 118 | 0.9153 | 0.3354 | 0.9153 | 0.9567 |
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- | No log | 6.6667 | 120 | 0.9190 | 0.3845 | 0.9190 | 0.9586 |
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- | No log | 6.7778 | 122 | 0.9265 | 0.3948 | 0.9265 | 0.9626 |
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- | No log | 6.8889 | 124 | 0.9370 | 0.4181 | 0.9370 | 0.9680 |
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- | No log | 7.0 | 126 | 0.9114 | 0.4311 | 0.9114 | 0.9547 |
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- | No log | 7.1111 | 128 | 0.8977 | 0.4435 | 0.8977 | 0.9475 |
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- | No log | 7.2222 | 130 | 0.8952 | 0.4306 | 0.8952 | 0.9462 |
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- | No log | 7.3333 | 132 | 0.8734 | 0.4216 | 0.8734 | 0.9346 |
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- | No log | 7.4444 | 134 | 0.8859 | 0.4421 | 0.8859 | 0.9412 |
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- | No log | 7.5556 | 136 | 0.8936 | 0.4583 | 0.8936 | 0.9453 |
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- | No log | 7.6667 | 138 | 0.8684 | 0.4771 | 0.8684 | 0.9319 |
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- | No log | 7.7778 | 140 | 0.8691 | 0.4122 | 0.8691 | 0.9323 |
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- | No log | 7.8889 | 142 | 0.9284 | 0.4060 | 0.9284 | 0.9635 |
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- | No log | 8.0 | 144 | 1.0074 | 0.4689 | 1.0074 | 1.0037 |
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- | No log | 8.1111 | 146 | 0.8809 | 0.3674 | 0.8809 | 0.9386 |
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- | No log | 8.2222 | 148 | 0.8462 | 0.4023 | 0.8462 | 0.9199 |
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- | No log | 8.3333 | 150 | 0.8708 | 0.5199 | 0.8708 | 0.9332 |
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- | No log | 8.4444 | 152 | 0.8571 | 0.5339 | 0.8571 | 0.9258 |
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- | No log | 8.5556 | 154 | 0.8625 | 0.5298 | 0.8625 | 0.9287 |
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- | No log | 8.6667 | 156 | 0.8618 | 0.4685 | 0.8618 | 0.9284 |
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- | No log | 8.7778 | 158 | 0.8462 | 0.4859 | 0.8462 | 0.9199 |
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- | No log | 8.8889 | 160 | 0.8800 | 0.4698 | 0.8800 | 0.9381 |
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- | No log | 9.0 | 162 | 0.9093 | 0.4285 | 0.9093 | 0.9536 |
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- | No log | 9.1111 | 164 | 0.9095 | 0.4248 | 0.9095 | 0.9537 |
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- | No log | 9.2222 | 166 | 0.9283 | 0.4802 | 0.9283 | 0.9635 |
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- | No log | 9.3333 | 168 | 0.9237 | 0.4353 | 0.9237 | 0.9611 |
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- | No log | 9.4444 | 170 | 0.8870 | 0.4270 | 0.8870 | 0.9418 |
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- | No log | 9.5556 | 172 | 0.8803 | 0.4272 | 0.8803 | 0.9382 |
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- | No log | 9.6667 | 174 | 0.8932 | 0.3613 | 0.8932 | 0.9451 |
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- | No log | 9.7778 | 176 | 0.9126 | 0.4074 | 0.9126 | 0.9553 |
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- | No log | 9.8889 | 178 | 0.8440 | 0.4217 | 0.8440 | 0.9187 |
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- | No log | 10.0 | 180 | 0.8576 | 0.5072 | 0.8576 | 0.9261 |
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- | No log | 10.1111 | 182 | 0.8230 | 0.4885 | 0.8230 | 0.9072 |
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- | No log | 10.2222 | 184 | 0.8396 | 0.4796 | 0.8396 | 0.9163 |
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- | No log | 10.3333 | 186 | 0.9183 | 0.4986 | 0.9183 | 0.9583 |
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- | No log | 10.4444 | 188 | 0.8495 | 0.4454 | 0.8495 | 0.9217 |
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- | No log | 10.5556 | 190 | 0.8394 | 0.4460 | 0.8394 | 0.9162 |
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- | No log | 10.6667 | 192 | 0.8423 | 0.4485 | 0.8423 | 0.9177 |
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- | No log | 10.7778 | 194 | 0.9595 | 0.5176 | 0.9595 | 0.9796 |
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- | No log | 10.8889 | 196 | 1.1137 | 0.4492 | 1.1137 | 1.0553 |
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- | No log | 11.0 | 198 | 1.1037 | 0.4574 | 1.1037 | 1.0506 |
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- | No log | 11.1111 | 200 | 0.9578 | 0.4435 | 0.9578 | 0.9787 |
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- | No log | 11.2222 | 202 | 0.8694 | 0.3522 | 0.8694 | 0.9324 |
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- | No log | 11.3333 | 204 | 0.8911 | 0.3513 | 0.8911 | 0.9440 |
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- | No log | 11.4444 | 206 | 0.8522 | 0.3513 | 0.8522 | 0.9232 |
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- | No log | 11.5556 | 208 | 0.8619 | 0.4291 | 0.8619 | 0.9284 |
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- | No log | 11.6667 | 210 | 0.9245 | 0.4792 | 0.9245 | 0.9615 |
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- | No log | 11.7778 | 212 | 0.8522 | 0.4201 | 0.8522 | 0.9231 |
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- | No log | 11.8889 | 214 | 0.8081 | 0.4590 | 0.8081 | 0.8989 |
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- | No log | 12.0 | 216 | 0.7766 | 0.5486 | 0.7766 | 0.8812 |
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- | No log | 12.1111 | 218 | 0.8151 | 0.5436 | 0.8151 | 0.9028 |
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- | No log | 12.2222 | 220 | 0.7666 | 0.6059 | 0.7666 | 0.8755 |
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- | No log | 12.3333 | 222 | 0.7717 | 0.4145 | 0.7717 | 0.8784 |
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- | No log | 12.4444 | 224 | 0.8885 | 0.4792 | 0.8885 | 0.9426 |
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- | No log | 12.5556 | 226 | 0.9158 | 0.4792 | 0.9158 | 0.9570 |
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- | No log | 12.6667 | 228 | 0.7931 | 0.4968 | 0.7931 | 0.8906 |
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- | No log | 12.7778 | 230 | 0.7633 | 0.3891 | 0.7633 | 0.8737 |
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- | No log | 12.8889 | 232 | 0.7673 | 0.4160 | 0.7673 | 0.8760 |
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- | No log | 13.0 | 234 | 0.8026 | 0.4390 | 0.8026 | 0.8959 |
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- | No log | 13.1111 | 236 | 0.8830 | 0.4463 | 0.8830 | 0.9397 |
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- | No log | 13.2222 | 238 | 0.9174 | 0.4633 | 0.9174 | 0.9578 |
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- | No log | 13.3333 | 240 | 0.8388 | 0.4129 | 0.8388 | 0.9159 |
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- | No log | 13.4444 | 242 | 0.8293 | 0.3956 | 0.8293 | 0.9107 |
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- | No log | 13.5556 | 244 | 0.9412 | 0.4480 | 0.9412 | 0.9701 |
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- | No log | 13.6667 | 246 | 0.8943 | 0.4094 | 0.8943 | 0.9457 |
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- | No log | 13.7778 | 248 | 0.8427 | 0.4244 | 0.8427 | 0.9180 |
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- | No log | 13.8889 | 250 | 0.8904 | 0.4130 | 0.8904 | 0.9436 |
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- | No log | 14.0 | 252 | 0.9011 | 0.4342 | 0.9011 | 0.9493 |
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- | No log | 14.1111 | 254 | 0.8489 | 0.4201 | 0.8489 | 0.9213 |
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- | No log | 14.2222 | 256 | 0.8313 | 0.4945 | 0.8313 | 0.9117 |
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- | No log | 14.3333 | 258 | 0.8538 | 0.4235 | 0.8538 | 0.9240 |
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- | No log | 14.4444 | 260 | 0.8336 | 0.4316 | 0.8336 | 0.9130 |
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- | No log | 14.5556 | 262 | 0.8452 | 0.4470 | 0.8452 | 0.9193 |
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- | No log | 14.6667 | 264 | 0.8575 | 0.3970 | 0.8575 | 0.9260 |
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- | No log | 14.7778 | 266 | 0.8983 | 0.4394 | 0.8983 | 0.9478 |
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- | No log | 14.8889 | 268 | 0.8997 | 0.4425 | 0.8997 | 0.9485 |
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- | No log | 15.0 | 270 | 0.8625 | 0.4429 | 0.8625 | 0.9287 |
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- | No log | 15.1111 | 272 | 0.8284 | 0.4142 | 0.8284 | 0.9101 |
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- | No log | 15.2222 | 274 | 0.8844 | 0.5014 | 0.8844 | 0.9404 |
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- | No log | 15.3333 | 276 | 1.0721 | 0.4776 | 1.0721 | 1.0354 |
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- | No log | 15.4444 | 278 | 1.0541 | 0.4813 | 1.0541 | 1.0267 |
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- | No log | 15.5556 | 280 | 0.9149 | 0.5166 | 0.9149 | 0.9565 |
192
- | No log | 15.6667 | 282 | 0.8032 | 0.4540 | 0.8032 | 0.8962 |
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- | No log | 15.7778 | 284 | 0.7996 | 0.4993 | 0.7996 | 0.8942 |
194
- | No log | 15.8889 | 286 | 0.7821 | 0.4930 | 0.7821 | 0.8844 |
195
- | No log | 16.0 | 288 | 0.8540 | 0.48 | 0.8540 | 0.9241 |
196
- | No log | 16.1111 | 290 | 0.9378 | 0.5250 | 0.9378 | 0.9684 |
197
- | No log | 16.2222 | 292 | 0.8925 | 0.5250 | 0.8925 | 0.9447 |
198
- | No log | 16.3333 | 294 | 0.8670 | 0.5166 | 0.8670 | 0.9311 |
199
- | No log | 16.4444 | 296 | 0.8890 | 0.5173 | 0.8890 | 0.9428 |
200
- | No log | 16.5556 | 298 | 0.8519 | 0.4526 | 0.8519 | 0.9230 |
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- | No log | 16.6667 | 300 | 0.7936 | 0.4409 | 0.7936 | 0.8908 |
202
- | No log | 16.7778 | 302 | 0.7792 | 0.5491 | 0.7792 | 0.8827 |
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- | No log | 16.8889 | 304 | 0.7568 | 0.5342 | 0.7568 | 0.8699 |
204
- | No log | 17.0 | 306 | 0.7494 | 0.5621 | 0.7494 | 0.8657 |
205
- | No log | 17.1111 | 308 | 0.8237 | 0.5176 | 0.8237 | 0.9076 |
206
- | No log | 17.2222 | 310 | 0.8317 | 0.5166 | 0.8317 | 0.9120 |
207
- | No log | 17.3333 | 312 | 0.7616 | 0.5352 | 0.7616 | 0.8727 |
208
- | No log | 17.4444 | 314 | 0.7246 | 0.5790 | 0.7246 | 0.8512 |
209
- | No log | 17.5556 | 316 | 0.7878 | 0.5279 | 0.7878 | 0.8876 |
210
- | No log | 17.6667 | 318 | 0.8390 | 0.4766 | 0.8390 | 0.9160 |
211
- | No log | 17.7778 | 320 | 0.7612 | 0.5475 | 0.7612 | 0.8724 |
212
- | No log | 17.8889 | 322 | 0.7314 | 0.5325 | 0.7314 | 0.8552 |
213
- | No log | 18.0 | 324 | 0.7159 | 0.6380 | 0.7159 | 0.8461 |
214
- | No log | 18.1111 | 326 | 0.7524 | 0.6319 | 0.7524 | 0.8674 |
215
- | No log | 18.2222 | 328 | 0.7804 | 0.5865 | 0.7804 | 0.8834 |
216
- | No log | 18.3333 | 330 | 0.7673 | 0.6154 | 0.7673 | 0.8759 |
217
- | No log | 18.4444 | 332 | 0.7672 | 0.5137 | 0.7672 | 0.8759 |
218
- | No log | 18.5556 | 334 | 0.7818 | 0.5305 | 0.7818 | 0.8842 |
219
- | No log | 18.6667 | 336 | 0.8025 | 0.4945 | 0.8025 | 0.8958 |
220
- | No log | 18.7778 | 338 | 0.8179 | 0.4428 | 0.8179 | 0.9044 |
221
- | No log | 18.8889 | 340 | 0.8242 | 0.4874 | 0.8242 | 0.9079 |
222
- | No log | 19.0 | 342 | 0.8164 | 0.4608 | 0.8164 | 0.9035 |
223
- | No log | 19.1111 | 344 | 0.8195 | 0.3847 | 0.8195 | 0.9053 |
224
- | No log | 19.2222 | 346 | 0.8243 | 0.3847 | 0.8243 | 0.9079 |
225
- | No log | 19.3333 | 348 | 0.8029 | 0.4284 | 0.8029 | 0.8961 |
226
- | No log | 19.4444 | 350 | 0.8069 | 0.3583 | 0.8069 | 0.8983 |
227
- | No log | 19.5556 | 352 | 0.8225 | 0.4100 | 0.8225 | 0.9069 |
228
- | No log | 19.6667 | 354 | 0.9022 | 0.4513 | 0.9022 | 0.9499 |
229
- | No log | 19.7778 | 356 | 0.9590 | 0.4881 | 0.9590 | 0.9793 |
230
- | No log | 19.8889 | 358 | 0.9304 | 0.5015 | 0.9304 | 0.9646 |
231
- | No log | 20.0 | 360 | 0.8334 | 0.4369 | 0.8334 | 0.9129 |
232
- | No log | 20.1111 | 362 | 0.7709 | 0.4801 | 0.7709 | 0.8780 |
233
- | No log | 20.2222 | 364 | 0.7753 | 0.4871 | 0.7753 | 0.8805 |
234
- | No log | 20.3333 | 366 | 0.8426 | 0.5683 | 0.8426 | 0.9180 |
235
- | No log | 20.4444 | 368 | 0.9785 | 0.4948 | 0.9785 | 0.9892 |
236
- | No log | 20.5556 | 370 | 1.0965 | 0.4477 | 1.0965 | 1.0471 |
237
- | No log | 20.6667 | 372 | 1.1124 | 0.4453 | 1.1124 | 1.0547 |
238
- | No log | 20.7778 | 374 | 1.0375 | 0.4664 | 1.0375 | 1.0186 |
239
- | No log | 20.8889 | 376 | 0.9087 | 0.4165 | 0.9087 | 0.9533 |
240
- | No log | 21.0 | 378 | 0.8260 | 0.4141 | 0.8260 | 0.9089 |
241
- | No log | 21.1111 | 380 | 0.8297 | 0.4406 | 0.8297 | 0.9109 |
242
- | No log | 21.2222 | 382 | 0.8428 | 0.4973 | 0.8428 | 0.9180 |
243
- | No log | 21.3333 | 384 | 0.8093 | 0.4938 | 0.8093 | 0.8996 |
244
- | No log | 21.4444 | 386 | 0.7659 | 0.4599 | 0.7659 | 0.8752 |
245
- | No log | 21.5556 | 388 | 0.8153 | 0.5073 | 0.8153 | 0.9029 |
246
- | No log | 21.6667 | 390 | 0.9212 | 0.5044 | 0.9212 | 0.9598 |
247
- | No log | 21.7778 | 392 | 0.9459 | 0.4906 | 0.9459 | 0.9726 |
248
- | No log | 21.8889 | 394 | 0.8595 | 0.5346 | 0.8595 | 0.9271 |
249
- | No log | 22.0 | 396 | 0.7594 | 0.5543 | 0.7594 | 0.8714 |
250
- | No log | 22.1111 | 398 | 0.7498 | 0.4746 | 0.7498 | 0.8659 |
251
- | No log | 22.2222 | 400 | 0.7861 | 0.4595 | 0.7861 | 0.8866 |
252
- | No log | 22.3333 | 402 | 0.7892 | 0.4239 | 0.7892 | 0.8883 |
253
- | No log | 22.4444 | 404 | 0.7505 | 0.4724 | 0.7505 | 0.8663 |
254
- | No log | 22.5556 | 406 | 0.7358 | 0.5154 | 0.7358 | 0.8578 |
255
- | No log | 22.6667 | 408 | 0.7177 | 0.4724 | 0.7177 | 0.8472 |
256
- | No log | 22.7778 | 410 | 0.7219 | 0.4691 | 0.7219 | 0.8496 |
257
- | No log | 22.8889 | 412 | 0.7366 | 0.4874 | 0.7366 | 0.8582 |
258
- | No log | 23.0 | 414 | 0.7494 | 0.4691 | 0.7494 | 0.8657 |
259
- | No log | 23.1111 | 416 | 0.7659 | 0.5079 | 0.7659 | 0.8752 |
260
- | No log | 23.2222 | 418 | 0.7659 | 0.4654 | 0.7659 | 0.8751 |
261
- | No log | 23.3333 | 420 | 0.7877 | 0.3896 | 0.7877 | 0.8875 |
262
- | No log | 23.4444 | 422 | 0.8689 | 0.4420 | 0.8689 | 0.9321 |
263
- | No log | 23.5556 | 424 | 0.9262 | 0.4851 | 0.9262 | 0.9624 |
264
- | No log | 23.6667 | 426 | 0.9098 | 0.4770 | 0.9098 | 0.9538 |
265
- | No log | 23.7778 | 428 | 0.8374 | 0.5058 | 0.8374 | 0.9151 |
266
- | No log | 23.8889 | 430 | 0.7860 | 0.4143 | 0.7860 | 0.8865 |
267
- | No log | 24.0 | 432 | 0.7800 | 0.4662 | 0.7800 | 0.8832 |
268
- | No log | 24.1111 | 434 | 0.7946 | 0.4363 | 0.7946 | 0.8914 |
269
- | No log | 24.2222 | 436 | 0.8600 | 0.5490 | 0.8600 | 0.9274 |
270
- | No log | 24.3333 | 438 | 0.9194 | 0.4936 | 0.9194 | 0.9588 |
271
- | No log | 24.4444 | 440 | 0.9451 | 0.4786 | 0.9451 | 0.9722 |
272
- | No log | 24.5556 | 442 | 0.9265 | 0.4732 | 0.9265 | 0.9626 |
273
- | No log | 24.6667 | 444 | 0.8646 | 0.5175 | 0.8646 | 0.9298 |
274
- | No log | 24.7778 | 446 | 0.8469 | 0.4983 | 0.8469 | 0.9203 |
275
- | No log | 24.8889 | 448 | 0.8678 | 0.5710 | 0.8678 | 0.9316 |
276
- | No log | 25.0 | 450 | 0.8596 | 0.5493 | 0.8596 | 0.9271 |
277
- | No log | 25.1111 | 452 | 0.8124 | 0.5561 | 0.8124 | 0.9013 |
278
- | No log | 25.2222 | 454 | 0.7883 | 0.5175 | 0.7883 | 0.8879 |
279
- | No log | 25.3333 | 456 | 0.7725 | 0.4587 | 0.7725 | 0.8789 |
280
- | No log | 25.4444 | 458 | 0.7796 | 0.5537 | 0.7796 | 0.8830 |
281
- | No log | 25.5556 | 460 | 0.8281 | 0.5493 | 0.8281 | 0.9100 |
282
- | No log | 25.6667 | 462 | 0.8486 | 0.5493 | 0.8486 | 0.9212 |
283
- | No log | 25.7778 | 464 | 0.8133 | 0.5610 | 0.8133 | 0.9018 |
284
- | No log | 25.8889 | 466 | 0.7849 | 0.3896 | 0.7849 | 0.8859 |
285
- | No log | 26.0 | 468 | 0.7925 | 0.3896 | 0.7925 | 0.8902 |
286
- | No log | 26.1111 | 470 | 0.7909 | 0.5029 | 0.7909 | 0.8893 |
287
- | No log | 26.2222 | 472 | 0.7774 | 0.5230 | 0.7774 | 0.8817 |
288
- | No log | 26.3333 | 474 | 0.7402 | 0.5524 | 0.7402 | 0.8603 |
289
- | No log | 26.4444 | 476 | 0.7359 | 0.4563 | 0.7359 | 0.8579 |
290
- | No log | 26.5556 | 478 | 0.7579 | 0.4757 | 0.7579 | 0.8706 |
291
- | No log | 26.6667 | 480 | 0.7624 | 0.4757 | 0.7624 | 0.8732 |
292
- | No log | 26.7778 | 482 | 0.7582 | 0.4180 | 0.7582 | 0.8708 |
293
- | No log | 26.8889 | 484 | 0.7787 | 0.4824 | 0.7787 | 0.8824 |
294
- | No log | 27.0 | 486 | 0.8013 | 0.5637 | 0.8013 | 0.8952 |
295
- | No log | 27.1111 | 488 | 0.7856 | 0.5442 | 0.7856 | 0.8863 |
296
- | No log | 27.2222 | 490 | 0.7951 | 0.5240 | 0.7951 | 0.8917 |
297
- | No log | 27.3333 | 492 | 0.7830 | 0.5240 | 0.7830 | 0.8849 |
298
- | No log | 27.4444 | 494 | 0.7596 | 0.5397 | 0.7596 | 0.8715 |
299
- | No log | 27.5556 | 496 | 0.7671 | 0.4963 | 0.7671 | 0.8759 |
300
- | No log | 27.6667 | 498 | 0.7759 | 0.5397 | 0.7759 | 0.8809 |
301
- | 0.3292 | 27.7778 | 500 | 0.8254 | 0.4648 | 0.8254 | 0.9085 |
302
- | 0.3292 | 27.8889 | 502 | 0.9257 | 0.5440 | 0.9257 | 0.9621 |
303
- | 0.3292 | 28.0 | 504 | 1.0059 | 0.4883 | 1.0059 | 1.0030 |
304
- | 0.3292 | 28.1111 | 506 | 1.0316 | 0.4883 | 1.0316 | 1.0157 |
305
- | 0.3292 | 28.2222 | 508 | 0.9185 | 0.5297 | 0.9185 | 0.9584 |
306
- | 0.3292 | 28.3333 | 510 | 0.8395 | 0.5426 | 0.8395 | 0.9162 |
307
- | 0.3292 | 28.4444 | 512 | 0.7781 | 0.6144 | 0.7781 | 0.8821 |
308
- | 0.3292 | 28.5556 | 514 | 0.7547 | 0.6121 | 0.7547 | 0.8687 |
309
- | 0.3292 | 28.6667 | 516 | 0.7500 | 0.5397 | 0.7500 | 0.8660 |
310
- | 0.3292 | 28.7778 | 518 | 0.7658 | 0.5397 | 0.7658 | 0.8751 |
311
- | 0.3292 | 28.8889 | 520 | 0.7922 | 0.5045 | 0.7922 | 0.8901 |
312
- | 0.3292 | 29.0 | 522 | 0.7934 | 0.4282 | 0.7934 | 0.8907 |
313
- | 0.3292 | 29.1111 | 524 | 0.8108 | 0.3994 | 0.8108 | 0.9004 |
314
- | 0.3292 | 29.2222 | 526 | 0.8282 | 0.4982 | 0.8282 | 0.9101 |
315
- | 0.3292 | 29.3333 | 528 | 0.8676 | 0.5487 | 0.8676 | 0.9314 |
316
- | 0.3292 | 29.4444 | 530 | 0.8409 | 0.5326 | 0.8409 | 0.9170 |
317
- | 0.3292 | 29.5556 | 532 | 0.7929 | 0.5493 | 0.7929 | 0.8904 |
318
- | 0.3292 | 29.6667 | 534 | 0.7364 | 0.6095 | 0.7364 | 0.8582 |
319
- | 0.3292 | 29.7778 | 536 | 0.7223 | 0.5606 | 0.7223 | 0.8499 |
320
- | 0.3292 | 29.8889 | 538 | 0.7229 | 0.5606 | 0.7229 | 0.8503 |
321
- | 0.3292 | 30.0 | 540 | 0.7342 | 0.6278 | 0.7342 | 0.8569 |
322
- | 0.3292 | 30.1111 | 542 | 0.7633 | 0.5849 | 0.7633 | 0.8737 |
323
- | 0.3292 | 30.2222 | 544 | 0.7681 | 0.5517 | 0.7681 | 0.8764 |
324
- | 0.3292 | 30.3333 | 546 | 0.7850 | 0.5264 | 0.7850 | 0.8860 |
325
- | 0.3292 | 30.4444 | 548 | 0.7525 | 0.5968 | 0.7525 | 0.8675 |
326
- | 0.3292 | 30.5556 | 550 | 0.7195 | 0.5778 | 0.7195 | 0.8482 |
327
- | 0.3292 | 30.6667 | 552 | 0.6933 | 0.5905 | 0.6933 | 0.8327 |
328
- | 0.3292 | 30.7778 | 554 | 0.6951 | 0.6085 | 0.6951 | 0.8337 |
329
- | 0.3292 | 30.8889 | 556 | 0.7344 | 0.6351 | 0.7344 | 0.8569 |
330
- | 0.3292 | 31.0 | 558 | 0.7826 | 0.5823 | 0.7826 | 0.8846 |
331
- | 0.3292 | 31.1111 | 560 | 0.7811 | 0.5934 | 0.7811 | 0.8838 |
332
- | 0.3292 | 31.2222 | 562 | 0.7603 | 0.5936 | 0.7603 | 0.8720 |
333
- | 0.3292 | 31.3333 | 564 | 0.7528 | 0.5352 | 0.7528 | 0.8676 |
334
- | 0.3292 | 31.4444 | 566 | 0.7712 | 0.5303 | 0.7712 | 0.8782 |
335
- | 0.3292 | 31.5556 | 568 | 0.8144 | 0.5405 | 0.8144 | 0.9024 |
336
- | 0.3292 | 31.6667 | 570 | 0.9011 | 0.5304 | 0.9011 | 0.9492 |
337
- | 0.3292 | 31.7778 | 572 | 0.9342 | 0.5365 | 0.9342 | 0.9665 |
338
- | 0.3292 | 31.8889 | 574 | 0.8599 | 0.5379 | 0.8599 | 0.9273 |
339
- | 0.3292 | 32.0 | 576 | 0.7686 | 0.5690 | 0.7686 | 0.8767 |
340
- | 0.3292 | 32.1111 | 578 | 0.7472 | 0.5381 | 0.7472 | 0.8644 |
341
- | 0.3292 | 32.2222 | 580 | 0.7503 | 0.4701 | 0.7503 | 0.8662 |
342
- | 0.3292 | 32.3333 | 582 | 0.7667 | 0.4620 | 0.7667 | 0.8756 |
343
- | 0.3292 | 32.4444 | 584 | 0.7945 | 0.4931 | 0.7945 | 0.8913 |
344
- | 0.3292 | 32.5556 | 586 | 0.7937 | 0.4931 | 0.7937 | 0.8909 |
345
- | 0.3292 | 32.6667 | 588 | 0.7645 | 0.3890 | 0.7645 | 0.8744 |
346
- | 0.3292 | 32.7778 | 590 | 0.7513 | 0.4472 | 0.7513 | 0.8668 |
347
- | 0.3292 | 32.8889 | 592 | 0.7415 | 0.4712 | 0.7415 | 0.8611 |
348
- | 0.3292 | 33.0 | 594 | 0.7622 | 0.4889 | 0.7622 | 0.8730 |
349
- | 0.3292 | 33.1111 | 596 | 0.8260 | 0.5560 | 0.8260 | 0.9088 |
350
- | 0.3292 | 33.2222 | 598 | 0.8607 | 0.5534 | 0.8607 | 0.9277 |
351
- | 0.3292 | 33.3333 | 600 | 0.8470 | 0.5368 | 0.8470 | 0.9203 |
352
- | 0.3292 | 33.4444 | 602 | 0.8619 | 0.4952 | 0.8619 | 0.9284 |
353
- | 0.3292 | 33.5556 | 604 | 0.8724 | 0.5368 | 0.8724 | 0.9340 |
354
- | 0.3292 | 33.6667 | 606 | 0.8671 | 0.5347 | 0.8671 | 0.9312 |
355
- | 0.3292 | 33.7778 | 608 | 0.8380 | 0.5368 | 0.8380 | 0.9154 |
356
- | 0.3292 | 33.8889 | 610 | 0.8143 | 0.4983 | 0.8143 | 0.9024 |
357
- | 0.3292 | 34.0 | 612 | 0.7753 | 0.4595 | 0.7753 | 0.8805 |
358
- | 0.3292 | 34.1111 | 614 | 0.7863 | 0.5303 | 0.7863 | 0.8867 |
359
- | 0.3292 | 34.2222 | 616 | 0.8701 | 0.5686 | 0.8701 | 0.9328 |
360
- | 0.3292 | 34.3333 | 618 | 0.9213 | 0.5224 | 0.9213 | 0.9599 |
361
- | 0.3292 | 34.4444 | 620 | 0.9150 | 0.5242 | 0.9150 | 0.9566 |
362
- | 0.3292 | 34.5556 | 622 | 0.8919 | 0.5558 | 0.8919 | 0.9444 |
363
- | 0.3292 | 34.6667 | 624 | 0.8518 | 0.5171 | 0.8518 | 0.9229 |
364
- | 0.3292 | 34.7778 | 626 | 0.8287 | 0.4006 | 0.8287 | 0.9103 |
365
- | 0.3292 | 34.8889 | 628 | 0.8319 | 0.5090 | 0.8319 | 0.9121 |
366
- | 0.3292 | 35.0 | 630 | 0.8477 | 0.5396 | 0.8477 | 0.9207 |
367
- | 0.3292 | 35.1111 | 632 | 0.8985 | 0.5536 | 0.8985 | 0.9479 |
368
- | 0.3292 | 35.2222 | 634 | 0.9082 | 0.5030 | 0.9082 | 0.9530 |
369
- | 0.3292 | 35.3333 | 636 | 0.8889 | 0.4568 | 0.8889 | 0.9428 |
370
- | 0.3292 | 35.4444 | 638 | 0.8620 | 0.3263 | 0.8620 | 0.9285 |
371
- | 0.3292 | 35.5556 | 640 | 0.8704 | 0.4102 | 0.8704 | 0.9330 |
372
- | 0.3292 | 35.6667 | 642 | 0.8857 | 0.5295 | 0.8857 | 0.9411 |
373
- | 0.3292 | 35.7778 | 644 | 0.8925 | 0.5255 | 0.8925 | 0.9447 |
374
- | 0.3292 | 35.8889 | 646 | 0.8578 | 0.5201 | 0.8578 | 0.9262 |
375
- | 0.3292 | 36.0 | 648 | 0.8437 | 0.5396 | 0.8437 | 0.9185 |
376
- | 0.3292 | 36.1111 | 650 | 0.8373 | 0.5396 | 0.8373 | 0.9151 |
377
- | 0.3292 | 36.2222 | 652 | 0.8276 | 0.5396 | 0.8276 | 0.9097 |
378
- | 0.3292 | 36.3333 | 654 | 0.8358 | 0.5396 | 0.8358 | 0.9142 |
379
- | 0.3292 | 36.4444 | 656 | 0.8740 | 0.5490 | 0.8740 | 0.9349 |
380
- | 0.3292 | 36.5556 | 658 | 0.9340 | 0.4519 | 0.9340 | 0.9664 |
381
- | 0.3292 | 36.6667 | 660 | 1.0055 | 0.4672 | 1.0055 | 1.0027 |
382
- | 0.3292 | 36.7778 | 662 | 1.0420 | 0.4664 | 1.0420 | 1.0208 |
383
- | 0.3292 | 36.8889 | 664 | 1.0143 | 0.4702 | 1.0143 | 1.0071 |
384
- | 0.3292 | 37.0 | 666 | 0.9613 | 0.5173 | 0.9613 | 0.9805 |
385
- | 0.3292 | 37.1111 | 668 | 0.8516 | 0.5650 | 0.8516 | 0.9228 |
386
- | 0.3292 | 37.2222 | 670 | 0.7756 | 0.5957 | 0.7756 | 0.8807 |
387
- | 0.3292 | 37.3333 | 672 | 0.7833 | 0.5847 | 0.7833 | 0.8850 |
388
- | 0.3292 | 37.4444 | 674 | 0.8241 | 0.5625 | 0.8241 | 0.9078 |
389
- | 0.3292 | 37.5556 | 676 | 0.8558 | 0.5625 | 0.8558 | 0.9251 |
390
- | 0.3292 | 37.6667 | 678 | 0.8346 | 0.5739 | 0.8346 | 0.9136 |
391
- | 0.3292 | 37.7778 | 680 | 0.8375 | 0.5766 | 0.8375 | 0.9151 |
392
- | 0.3292 | 37.8889 | 682 | 0.8692 | 0.5766 | 0.8692 | 0.9323 |
393
- | 0.3292 | 38.0 | 684 | 0.8859 | 0.5513 | 0.8859 | 0.9412 |
394
- | 0.3292 | 38.1111 | 686 | 0.8879 | 0.5513 | 0.8879 | 0.9423 |
395
- | 0.3292 | 38.2222 | 688 | 0.9285 | 0.5166 | 0.9285 | 0.9636 |
396
- | 0.3292 | 38.3333 | 690 | 0.9273 | 0.5150 | 0.9273 | 0.9630 |
397
- | 0.3292 | 38.4444 | 692 | 0.8652 | 0.5385 | 0.8652 | 0.9302 |
398
- | 0.3292 | 38.5556 | 694 | 0.7923 | 0.5951 | 0.7923 | 0.8901 |
399
- | 0.3292 | 38.6667 | 696 | 0.7725 | 0.5137 | 0.7725 | 0.8789 |
400
- | 0.3292 | 38.7778 | 698 | 0.7811 | 0.4318 | 0.7811 | 0.8838 |
401
- | 0.3292 | 38.8889 | 700 | 0.7927 | 0.4745 | 0.7927 | 0.8903 |
402
- | 0.3292 | 39.0 | 702 | 0.7872 | 0.5279 | 0.7872 | 0.8872 |
403
- | 0.3292 | 39.1111 | 704 | 0.7917 | 0.5569 | 0.7917 | 0.8898 |
404
- | 0.3292 | 39.2222 | 706 | 0.8223 | 0.5426 | 0.8223 | 0.9068 |
405
- | 0.3292 | 39.3333 | 708 | 0.8347 | 0.5426 | 0.8347 | 0.9136 |
406
- | 0.3292 | 39.4444 | 710 | 0.8240 | 0.5650 | 0.8240 | 0.9077 |
407
- | 0.3292 | 39.5556 | 712 | 0.8388 | 0.5675 | 0.8388 | 0.9159 |
408
- | 0.3292 | 39.6667 | 714 | 0.8271 | 0.5090 | 0.8271 | 0.9094 |
409
- | 0.3292 | 39.7778 | 716 | 0.8284 | 0.4775 | 0.8284 | 0.9102 |
410
- | 0.3292 | 39.8889 | 718 | 0.8417 | 0.4775 | 0.8417 | 0.9174 |
411
- | 0.3292 | 40.0 | 720 | 0.8795 | 0.5227 | 0.8795 | 0.9378 |
412
- | 0.3292 | 40.1111 | 722 | 0.9065 | 0.4881 | 0.9065 | 0.9521 |
413
- | 0.3292 | 40.2222 | 724 | 0.9158 | 0.4834 | 0.9158 | 0.9570 |
414
- | 0.3292 | 40.3333 | 726 | 0.9287 | 0.4632 | 0.9287 | 0.9637 |
415
- | 0.3292 | 40.4444 | 728 | 0.9339 | 0.4632 | 0.9339 | 0.9664 |
416
- | 0.3292 | 40.5556 | 730 | 0.8961 | 0.5135 | 0.8961 | 0.9466 |
417
- | 0.3292 | 40.6667 | 732 | 0.8375 | 0.5911 | 0.8375 | 0.9152 |
418
- | 0.3292 | 40.7778 | 734 | 0.7921 | 0.5090 | 0.7921 | 0.8900 |
419
- | 0.3292 | 40.8889 | 736 | 0.7668 | 0.4505 | 0.7668 | 0.8757 |
420
- | 0.3292 | 41.0 | 738 | 0.7578 | 0.4540 | 0.7578 | 0.8705 |
421
- | 0.3292 | 41.1111 | 740 | 0.7560 | 0.4239 | 0.7560 | 0.8695 |
422
- | 0.3292 | 41.2222 | 742 | 0.7632 | 0.4681 | 0.7632 | 0.8736 |
423
- | 0.3292 | 41.3333 | 744 | 0.7760 | 0.4889 | 0.7760 | 0.8809 |
424
- | 0.3292 | 41.4444 | 746 | 0.7732 | 0.4889 | 0.7732 | 0.8793 |
425
- | 0.3292 | 41.5556 | 748 | 0.7571 | 0.4889 | 0.7571 | 0.8701 |
426
- | 0.3292 | 41.6667 | 750 | 0.7531 | 0.5424 | 0.7531 | 0.8678 |
427
- | 0.3292 | 41.7778 | 752 | 0.7732 | 0.5493 | 0.7732 | 0.8793 |
428
- | 0.3292 | 41.8889 | 754 | 0.7868 | 0.5493 | 0.7868 | 0.8870 |
429
- | 0.3292 | 42.0 | 756 | 0.8330 | 0.5275 | 0.8330 | 0.9127 |
430
- | 0.3292 | 42.1111 | 758 | 0.8761 | 0.5368 | 0.8761 | 0.9360 |
431
- | 0.3292 | 42.2222 | 760 | 0.8921 | 0.4743 | 0.8921 | 0.9445 |
432
- | 0.3292 | 42.3333 | 762 | 0.8979 | 0.5742 | 0.8979 | 0.9476 |
433
- | 0.3292 | 42.4444 | 764 | 0.8789 | 0.5852 | 0.8789 | 0.9375 |
434
- | 0.3292 | 42.5556 | 766 | 0.8185 | 0.5852 | 0.8185 | 0.9047 |
435
- | 0.3292 | 42.6667 | 768 | 0.7630 | 0.5791 | 0.7630 | 0.8735 |
436
- | 0.3292 | 42.7778 | 770 | 0.7269 | 0.6717 | 0.7269 | 0.8526 |
437
- | 0.3292 | 42.8889 | 772 | 0.7388 | 0.6098 | 0.7388 | 0.8595 |
438
- | 0.3292 | 43.0 | 774 | 0.7590 | 0.5791 | 0.7590 | 0.8712 |
439
- | 0.3292 | 43.1111 | 776 | 0.7773 | 0.5852 | 0.7773 | 0.8816 |
440
- | 0.3292 | 43.2222 | 778 | 0.7622 | 0.5331 | 0.7622 | 0.8730 |
441
- | 0.3292 | 43.3333 | 780 | 0.7736 | 0.4373 | 0.7736 | 0.8795 |
442
- | 0.3292 | 43.4444 | 782 | 0.7975 | 0.4889 | 0.7975 | 0.8930 |
443
- | 0.3292 | 43.5556 | 784 | 0.8428 | 0.5675 | 0.8428 | 0.9180 |
444
- | 0.3292 | 43.6667 | 786 | 0.8540 | 0.5766 | 0.8540 | 0.9241 |
445
- | 0.3292 | 43.7778 | 788 | 0.8298 | 0.5303 | 0.8298 | 0.9109 |
446
- | 0.3292 | 43.8889 | 790 | 0.8073 | 0.4902 | 0.8073 | 0.8985 |
447
- | 0.3292 | 44.0 | 792 | 0.8003 | 0.5303 | 0.8003 | 0.8946 |
448
- | 0.3292 | 44.1111 | 794 | 0.7916 | 0.4690 | 0.7916 | 0.8897 |
449
- | 0.3292 | 44.2222 | 796 | 0.7968 | 0.4681 | 0.7968 | 0.8926 |
450
- | 0.3292 | 44.3333 | 798 | 0.8318 | 0.5675 | 0.8318 | 0.9120 |
451
- | 0.3292 | 44.4444 | 800 | 0.8705 | 0.5942 | 0.8705 | 0.9330 |
452
- | 0.3292 | 44.5556 | 802 | 0.8805 | 0.5882 | 0.8805 | 0.9383 |
453
- | 0.3292 | 44.6667 | 804 | 0.8808 | 0.5796 | 0.8808 | 0.9385 |
454
- | 0.3292 | 44.7778 | 806 | 0.8856 | 0.5769 | 0.8856 | 0.9411 |
455
- | 0.3292 | 44.8889 | 808 | 0.8769 | 0.5769 | 0.8769 | 0.9364 |
456
- | 0.3292 | 45.0 | 810 | 0.8226 | 0.5796 | 0.8226 | 0.9070 |
457
- | 0.3292 | 45.1111 | 812 | 0.7847 | 0.5610 | 0.7847 | 0.8858 |
458
- | 0.3292 | 45.2222 | 814 | 0.7883 | 0.5610 | 0.7883 | 0.8878 |
459
- | 0.3292 | 45.3333 | 816 | 0.8147 | 0.5493 | 0.8147 | 0.9026 |
460
- | 0.3292 | 45.4444 | 818 | 0.8447 | 0.5675 | 0.8447 | 0.9191 |
461
- | 0.3292 | 45.5556 | 820 | 0.8733 | 0.5823 | 0.8733 | 0.9345 |
462
- | 0.3292 | 45.6667 | 822 | 0.8841 | 0.5823 | 0.8841 | 0.9402 |
463
- | 0.3292 | 45.7778 | 824 | 0.8841 | 0.5942 | 0.8841 | 0.9403 |
464
- | 0.3292 | 45.8889 | 826 | 0.8761 | 0.5585 | 0.8761 | 0.9360 |
465
- | 0.3292 | 46.0 | 828 | 0.8625 | 0.4334 | 0.8625 | 0.9287 |
466
- | 0.3292 | 46.1111 | 830 | 0.8604 | 0.4104 | 0.8604 | 0.9276 |
467
- | 0.3292 | 46.2222 | 832 | 0.8587 | 0.4006 | 0.8587 | 0.9266 |
468
- | 0.3292 | 46.3333 | 834 | 0.8591 | 0.3463 | 0.8591 | 0.9269 |
469
- | 0.3292 | 46.4444 | 836 | 0.8663 | 0.3298 | 0.8663 | 0.9308 |
470
 
471
 
472
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task2_organization
15
 
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 1.1292
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+ - Qwk: 0.1281
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+ - Mse: 1.1292
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+ - Rmse: 1.0626
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23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1818 | 2 | 4.8248 | -0.0104 | 4.8248 | 2.1965 |
53
+ | No log | 0.3636 | 4 | 2.8603 | -0.0233 | 2.8603 | 1.6912 |
54
+ | No log | 0.5455 | 6 | 1.8661 | 0.0169 | 1.8661 | 1.3660 |
55
+ | No log | 0.7273 | 8 | 1.5153 | 0.1021 | 1.5153 | 1.2310 |
56
+ | No log | 0.9091 | 10 | 1.2010 | 0.2300 | 1.2010 | 1.0959 |
57
+ | No log | 1.0909 | 12 | 1.4580 | 0.0522 | 1.4580 | 1.2075 |
58
+ | No log | 1.2727 | 14 | 1.6197 | -0.0412 | 1.6197 | 1.2727 |
59
+ | No log | 1.4545 | 16 | 1.5182 | -0.0321 | 1.5182 | 1.2321 |
60
+ | No log | 1.6364 | 18 | 1.3607 | 0.0948 | 1.3607 | 1.1665 |
61
+ | No log | 1.8182 | 20 | 1.5140 | -0.0234 | 1.5140 | 1.2305 |
62
+ | No log | 2.0 | 22 | 1.6290 | -0.0029 | 1.6290 | 1.2763 |
63
+ | No log | 2.1818 | 24 | 1.4574 | -0.0147 | 1.4574 | 1.2072 |
64
+ | No log | 2.3636 | 26 | 1.3173 | 0.1423 | 1.3173 | 1.1477 |
65
+ | No log | 2.5455 | 28 | 1.3983 | 0.0497 | 1.3983 | 1.1825 |
66
+ | No log | 2.7273 | 30 | 1.5877 | 0.0362 | 1.5877 | 1.2600 |
67
+ | No log | 2.9091 | 32 | 1.5186 | 0.0600 | 1.5186 | 1.2323 |
68
+ | No log | 3.0909 | 34 | 1.2753 | 0.1584 | 1.2753 | 1.1293 |
69
+ | No log | 3.2727 | 36 | 1.1546 | 0.2745 | 1.1546 | 1.0745 |
70
+ | No log | 3.4545 | 38 | 1.4473 | 0.0513 | 1.4473 | 1.2031 |
71
+ | No log | 3.6364 | 40 | 1.7082 | 0.0331 | 1.7082 | 1.3070 |
72
+ | No log | 3.8182 | 42 | 1.5906 | 0.0656 | 1.5906 | 1.2612 |
73
+ | No log | 4.0 | 44 | 1.3154 | 0.1905 | 1.3154 | 1.1469 |
74
+ | No log | 4.1818 | 46 | 1.2508 | 0.1640 | 1.2508 | 1.1184 |
75
+ | No log | 4.3636 | 48 | 1.2706 | 0.1640 | 1.2706 | 1.1272 |
76
+ | No log | 4.5455 | 50 | 1.3319 | 0.2365 | 1.3319 | 1.1541 |
77
+ | No log | 4.7273 | 52 | 1.3576 | 0.2999 | 1.3576 | 1.1652 |
78
+ | No log | 4.9091 | 54 | 1.3269 | 0.2411 | 1.3269 | 1.1519 |
79
+ | No log | 5.0909 | 56 | 1.3230 | 0.2497 | 1.3230 | 1.1502 |
80
+ | No log | 5.2727 | 58 | 1.3661 | 0.2979 | 1.3661 | 1.1688 |
81
+ | No log | 5.4545 | 60 | 1.3852 | 0.2816 | 1.3852 | 1.1770 |
82
+ | No log | 5.6364 | 62 | 1.3586 | 0.2291 | 1.3586 | 1.1656 |
83
+ | No log | 5.8182 | 64 | 1.3795 | 0.2338 | 1.3795 | 1.1745 |
84
+ | No log | 6.0 | 66 | 1.3728 | 0.2644 | 1.3728 | 1.1717 |
85
+ | No log | 6.1818 | 68 | 1.4071 | 0.2638 | 1.4071 | 1.1862 |
86
+ | No log | 6.3636 | 70 | 1.5624 | 0.1098 | 1.5624 | 1.2500 |
87
+ | No log | 6.5455 | 72 | 1.6459 | 0.2468 | 1.6459 | 1.2829 |
88
+ | No log | 6.7273 | 74 | 1.5475 | 0.1612 | 1.5475 | 1.2440 |
89
+ | No log | 6.9091 | 76 | 1.4675 | 0.2424 | 1.4675 | 1.2114 |
90
+ | No log | 7.0909 | 78 | 1.4680 | 0.2007 | 1.4680 | 1.2116 |
91
+ | No log | 7.2727 | 80 | 1.5427 | 0.1097 | 1.5427 | 1.2421 |
92
+ | No log | 7.4545 | 82 | 1.8755 | -0.0111 | 1.8755 | 1.3695 |
93
+ | No log | 7.6364 | 84 | 1.9363 | -0.0212 | 1.9363 | 1.3915 |
94
+ | No log | 7.8182 | 86 | 1.7065 | 0.0631 | 1.7065 | 1.3063 |
95
+ | No log | 8.0 | 88 | 1.4613 | 0.2576 | 1.4613 | 1.2088 |
96
+ | No log | 8.1818 | 90 | 1.3223 | 0.0938 | 1.3223 | 1.1499 |
97
+ | No log | 8.3636 | 92 | 1.2706 | 0.1432 | 1.2706 | 1.1272 |
98
+ | No log | 8.5455 | 94 | 1.3626 | 0.2033 | 1.3626 | 1.1673 |
99
+ | No log | 8.7273 | 96 | 1.6024 | 0.2366 | 1.6024 | 1.2658 |
100
+ | No log | 8.9091 | 98 | 1.5976 | 0.2366 | 1.5976 | 1.2639 |
101
+ | No log | 9.0909 | 100 | 1.6150 | 0.2366 | 1.6150 | 1.2708 |
102
+ | No log | 9.2727 | 102 | 1.4349 | 0.2248 | 1.4349 | 1.1979 |
103
+ | No log | 9.4545 | 104 | 1.3576 | 0.2611 | 1.3576 | 1.1652 |
104
+ | No log | 9.6364 | 106 | 1.5419 | 0.2277 | 1.5419 | 1.2417 |
105
+ | No log | 9.8182 | 108 | 1.7851 | 0.1946 | 1.7851 | 1.3361 |
106
+ | No log | 10.0 | 110 | 1.8160 | 0.2197 | 1.8160 | 1.3476 |
107
+ | No log | 10.1818 | 112 | 1.6592 | 0.1919 | 1.6592 | 1.2881 |
108
+ | No log | 10.3636 | 114 | 1.5167 | 0.2317 | 1.5167 | 1.2315 |
109
+ | No log | 10.5455 | 116 | 1.3325 | 0.1907 | 1.3325 | 1.1543 |
110
+ | No log | 10.7273 | 118 | 1.2510 | 0.2792 | 1.2510 | 1.1185 |
111
+ | No log | 10.9091 | 120 | 1.3461 | 0.2163 | 1.3461 | 1.1602 |
112
+ | No log | 11.0909 | 122 | 1.5758 | 0.2887 | 1.5758 | 1.2553 |
113
+ | No log | 11.2727 | 124 | 1.6820 | 0.2564 | 1.6820 | 1.2969 |
114
+ | No log | 11.4545 | 126 | 1.5525 | 0.2600 | 1.5525 | 1.2460 |
115
+ | No log | 11.6364 | 128 | 1.5114 | 0.2847 | 1.5114 | 1.2294 |
116
+ | No log | 11.8182 | 130 | 1.4723 | 0.2953 | 1.4723 | 1.2134 |
117
+ | No log | 12.0 | 132 | 1.4555 | 0.2862 | 1.4555 | 1.2064 |
118
+ | No log | 12.1818 | 134 | 1.4903 | 0.2847 | 1.4903 | 1.2208 |
119
+ | No log | 12.3636 | 136 | 1.4929 | 0.2970 | 1.4929 | 1.2218 |
120
+ | No log | 12.5455 | 138 | 1.3896 | 0.2272 | 1.3896 | 1.1788 |
121
+ | No log | 12.7273 | 140 | 1.3609 | 0.1535 | 1.3609 | 1.1666 |
122
+ | No log | 12.9091 | 142 | 1.3010 | 0.1371 | 1.3010 | 1.1406 |
123
+ | No log | 13.0909 | 144 | 1.2978 | 0.1067 | 1.2978 | 1.1392 |
124
+ | No log | 13.2727 | 146 | 1.3664 | 0.1570 | 1.3664 | 1.1689 |
125
+ | No log | 13.4545 | 148 | 1.4329 | 0.1597 | 1.4329 | 1.1970 |
126
+ | No log | 13.6364 | 150 | 1.4149 | 0.1849 | 1.4149 | 1.1895 |
127
+ | No log | 13.8182 | 152 | 1.3207 | 0.2679 | 1.3207 | 1.1492 |
128
+ | No log | 14.0 | 154 | 1.2853 | 0.2679 | 1.2853 | 1.1337 |
129
+ | No log | 14.1818 | 156 | 1.3078 | 0.2283 | 1.3078 | 1.1436 |
130
+ | No log | 14.3636 | 158 | 1.4726 | 0.3182 | 1.4726 | 1.2135 |
131
+ | No log | 14.5455 | 160 | 1.7336 | 0.2515 | 1.7336 | 1.3167 |
132
+ | No log | 14.7273 | 162 | 1.6976 | 0.2515 | 1.6976 | 1.3029 |
133
+ | No log | 14.9091 | 164 | 1.4646 | 0.3209 | 1.4646 | 1.2102 |
134
+ | No log | 15.0909 | 166 | 1.3740 | 0.3438 | 1.3740 | 1.1722 |
135
+ | No log | 15.2727 | 168 | 1.3815 | 0.2722 | 1.3815 | 1.1754 |
136
+ | No log | 15.4545 | 170 | 1.3809 | 0.2478 | 1.3809 | 1.1751 |
137
+ | No log | 15.6364 | 172 | 1.3263 | 0.2397 | 1.3263 | 1.1517 |
138
+ | No log | 15.8182 | 174 | 1.3540 | 0.1899 | 1.3540 | 1.1636 |
139
+ | No log | 16.0 | 176 | 1.4247 | 0.1549 | 1.4247 | 1.1936 |
140
+ | No log | 16.1818 | 178 | 1.4922 | 0.2084 | 1.4922 | 1.2216 |
141
+ | No log | 16.3636 | 180 | 1.4738 | 0.1631 | 1.4738 | 1.2140 |
142
+ | No log | 16.5455 | 182 | 1.3844 | 0.1753 | 1.3844 | 1.1766 |
143
+ | No log | 16.7273 | 184 | 1.3565 | 0.1753 | 1.3565 | 1.1647 |
144
+ | No log | 16.9091 | 186 | 1.3497 | 0.1753 | 1.3497 | 1.1618 |
145
+ | No log | 17.0909 | 188 | 1.4576 | 0.2582 | 1.4576 | 1.2073 |
146
+ | No log | 17.2727 | 190 | 1.4545 | 0.2582 | 1.4545 | 1.2060 |
147
+ | No log | 17.4545 | 192 | 1.3999 | 0.2128 | 1.3999 | 1.1832 |
148
+ | No log | 17.6364 | 194 | 1.3107 | 0.2527 | 1.3107 | 1.1449 |
149
+ | No log | 17.8182 | 196 | 1.2312 | 0.1345 | 1.2312 | 1.1096 |
150
+ | No log | 18.0 | 198 | 1.2667 | 0.1896 | 1.2667 | 1.1255 |
151
+ | No log | 18.1818 | 200 | 1.3900 | 0.2704 | 1.3900 | 1.1790 |
152
+ | No log | 18.3636 | 202 | 1.3911 | 0.2704 | 1.3911 | 1.1794 |
153
+ | No log | 18.5455 | 204 | 1.4478 | 0.2964 | 1.4478 | 1.2032 |
154
+ | No log | 18.7273 | 206 | 1.4641 | 0.3487 | 1.4641 | 1.2100 |
155
+ | No log | 18.9091 | 208 | 1.3876 | 0.2833 | 1.3876 | 1.1779 |
156
+ | No log | 19.0909 | 210 | 1.2569 | 0.1850 | 1.2569 | 1.1211 |
157
+ | No log | 19.2727 | 212 | 1.2344 | 0.1500 | 1.2344 | 1.1111 |
158
+ | No log | 19.4545 | 214 | 1.2796 | 0.1753 | 1.2796 | 1.1312 |
159
+ | No log | 19.6364 | 216 | 1.2073 | 0.1500 | 1.2073 | 1.0988 |
160
+ | No log | 19.8182 | 218 | 1.2084 | 0.1707 | 1.2084 | 1.0993 |
161
+ | No log | 20.0 | 220 | 1.2000 | 0.2288 | 1.2000 | 1.0955 |
162
+ | No log | 20.1818 | 222 | 1.2200 | 0.2326 | 1.2200 | 1.1045 |
163
+ | No log | 20.3636 | 224 | 1.1999 | 0.2195 | 1.1999 | 1.0954 |
164
+ | No log | 20.5455 | 226 | 1.2708 | 0.1621 | 1.2708 | 1.1273 |
165
+ | No log | 20.7273 | 228 | 1.3285 | 0.1979 | 1.3285 | 1.1526 |
166
+ | No log | 20.9091 | 230 | 1.2606 | 0.1498 | 1.2606 | 1.1228 |
167
+ | No log | 21.0909 | 232 | 1.2067 | 0.0954 | 1.2067 | 1.0985 |
168
+ | No log | 21.2727 | 234 | 1.1829 | 0.1701 | 1.1829 | 1.0876 |
169
+ | No log | 21.4545 | 236 | 1.2037 | 0.1701 | 1.2037 | 1.0971 |
170
+ | No log | 21.6364 | 238 | 1.3092 | 0.1943 | 1.3092 | 1.1442 |
171
+ | No log | 21.8182 | 240 | 1.4155 | 0.2359 | 1.4155 | 1.1897 |
172
+ | No log | 22.0 | 242 | 1.4732 | 0.3404 | 1.4732 | 1.2138 |
173
+ | No log | 22.1818 | 244 | 1.4177 | 0.2911 | 1.4177 | 1.1907 |
174
+ | No log | 22.3636 | 246 | 1.2950 | 0.2403 | 1.2950 | 1.1380 |
175
+ | No log | 22.5455 | 248 | 1.2033 | 0.1701 | 1.2033 | 1.0969 |
176
+ | No log | 22.7273 | 250 | 1.1438 | 0.1919 | 1.1438 | 1.0695 |
177
+ | No log | 22.9091 | 252 | 1.1404 | 0.1379 | 1.1404 | 1.0679 |
178
+ | No log | 23.0909 | 254 | 1.1783 | 0.1379 | 1.1783 | 1.0855 |
179
+ | No log | 23.2727 | 256 | 1.2026 | 0.1379 | 1.2026 | 1.0966 |
180
+ | No log | 23.4545 | 258 | 1.2235 | 0.1379 | 1.2235 | 1.1061 |
181
+ | No log | 23.6364 | 260 | 1.2404 | 0.1379 | 1.2404 | 1.1137 |
182
+ | No log | 23.8182 | 262 | 1.2038 | 0.1853 | 1.2038 | 1.0972 |
183
+ | No log | 24.0 | 264 | 1.1429 | 0.2019 | 1.1429 | 1.0691 |
184
+ | No log | 24.1818 | 266 | 1.1386 | 0.2317 | 1.1386 | 1.0671 |
185
+ | No log | 24.3636 | 268 | 1.2033 | 0.2978 | 1.2033 | 1.0970 |
186
+ | No log | 24.5455 | 270 | 1.3363 | 0.3025 | 1.3363 | 1.1560 |
187
+ | No log | 24.7273 | 272 | 1.3432 | 0.3429 | 1.3432 | 1.1590 |
188
+ | No log | 24.9091 | 274 | 1.2301 | 0.2041 | 1.2301 | 1.1091 |
189
+ | No log | 25.0909 | 276 | 1.1434 | 0.2119 | 1.1434 | 1.0693 |
190
+ | No log | 25.2727 | 278 | 1.1546 | 0.2009 | 1.1546 | 1.0745 |
191
+ | No log | 25.4545 | 280 | 1.2066 | 0.1951 | 1.2066 | 1.0984 |
192
+ | No log | 25.6364 | 282 | 1.1678 | 0.2100 | 1.1678 | 1.0807 |
193
+ | No log | 25.8182 | 284 | 1.1069 | 0.2019 | 1.1069 | 1.0521 |
194
+ | No log | 26.0 | 286 | 1.0942 | 0.1605 | 1.0942 | 1.0461 |
195
+ | No log | 26.1818 | 288 | 1.1021 | 0.1605 | 1.1021 | 1.0498 |
196
+ | No log | 26.3636 | 290 | 1.1516 | 0.2100 | 1.1516 | 1.0731 |
197
+ | No log | 26.5455 | 292 | 1.1836 | 0.2056 | 1.1836 | 1.0879 |
198
+ | No log | 26.7273 | 294 | 1.1741 | 0.1379 | 1.1741 | 1.0836 |
199
+ | No log | 26.9091 | 296 | 1.1882 | 0.1214 | 1.1882 | 1.0900 |
200
+ | No log | 27.0909 | 298 | 1.1833 | 0.1379 | 1.1833 | 1.0878 |
201
+ | No log | 27.2727 | 300 | 1.2131 | 0.1951 | 1.2131 | 1.1014 |
202
+ | No log | 27.4545 | 302 | 1.2599 | 0.1405 | 1.2599 | 1.1224 |
203
+ | No log | 27.6364 | 304 | 1.2530 | 0.1405 | 1.2530 | 1.1194 |
204
+ | No log | 27.8182 | 306 | 1.2457 | 0.1557 | 1.2457 | 1.1161 |
205
+ | No log | 28.0 | 308 | 1.2493 | 0.1557 | 1.2493 | 1.1177 |
206
+ | No log | 28.1818 | 310 | 1.2100 | 0.2100 | 1.2100 | 1.1000 |
207
+ | No log | 28.3636 | 312 | 1.1884 | 0.2056 | 1.1884 | 1.0901 |
208
+ | No log | 28.5455 | 314 | 1.1996 | 0.2056 | 1.1996 | 1.0953 |
209
+ | No log | 28.7273 | 316 | 1.2880 | 0.1943 | 1.2880 | 1.1349 |
210
+ | No log | 28.9091 | 318 | 1.4048 | 0.3435 | 1.4048 | 1.1852 |
211
+ | No log | 29.0909 | 320 | 1.4698 | 0.3238 | 1.4698 | 1.2124 |
212
+ | No log | 29.2727 | 322 | 1.3938 | 0.2884 | 1.3938 | 1.1806 |
213
+ | No log | 29.4545 | 324 | 1.2753 | 0.1477 | 1.2753 | 1.1293 |
214
+ | No log | 29.6364 | 326 | 1.2061 | 0.1118 | 1.2061 | 1.0982 |
215
+ | No log | 29.8182 | 328 | 1.1673 | 0.1701 | 1.1673 | 1.0804 |
216
+ | No log | 30.0 | 330 | 1.1750 | 0.1701 | 1.1750 | 1.0840 |
217
+ | No log | 30.1818 | 332 | 1.2014 | 0.1599 | 1.2014 | 1.0961 |
218
+ | No log | 30.3636 | 334 | 1.2190 | 0.1441 | 1.2190 | 1.1041 |
219
+ | No log | 30.5455 | 336 | 1.2250 | 0.1599 | 1.2250 | 1.1068 |
220
+ | No log | 30.7273 | 338 | 1.2339 | 0.1599 | 1.2339 | 1.1108 |
221
+ | No log | 30.9091 | 340 | 1.2291 | 0.1599 | 1.2291 | 1.1086 |
222
+ | No log | 31.0909 | 342 | 1.2736 | 0.1997 | 1.2736 | 1.1285 |
223
+ | No log | 31.2727 | 344 | 1.3199 | 0.1943 | 1.3199 | 1.1489 |
224
+ | No log | 31.4545 | 346 | 1.2878 | 0.1707 | 1.2878 | 1.1348 |
225
+ | No log | 31.6364 | 348 | 1.2536 | 0.1599 | 1.2536 | 1.1196 |
226
+ | No log | 31.8182 | 350 | 1.2851 | 0.1118 | 1.2851 | 1.1336 |
227
+ | No log | 32.0 | 352 | 1.3270 | 0.1441 | 1.3270 | 1.1520 |
228
+ | No log | 32.1818 | 354 | 1.3332 | 0.1282 | 1.3332 | 1.1546 |
229
+ | No log | 32.3636 | 356 | 1.3169 | 0.1441 | 1.3169 | 1.1476 |
230
+ | No log | 32.5455 | 358 | 1.2665 | 0.1118 | 1.2665 | 1.1254 |
231
+ | No log | 32.7273 | 360 | 1.2048 | 0.0948 | 1.2048 | 1.0976 |
232
+ | No log | 32.9091 | 362 | 1.1825 | 0.1279 | 1.1825 | 1.0874 |
233
+ | No log | 33.0909 | 364 | 1.2010 | 0.1379 | 1.2010 | 1.0959 |
234
+ | No log | 33.2727 | 366 | 1.2412 | 0.1344 | 1.2412 | 1.1141 |
235
+ | No log | 33.4545 | 368 | 1.2827 | 0.1500 | 1.2827 | 1.1325 |
236
+ | No log | 33.6364 | 370 | 1.2635 | 0.1654 | 1.2635 | 1.1240 |
237
+ | No log | 33.8182 | 372 | 1.2169 | 0.1911 | 1.2169 | 1.1031 |
238
+ | No log | 34.0 | 374 | 1.1979 | 0.1602 | 1.1979 | 1.0945 |
239
+ | No log | 34.1818 | 376 | 1.1999 | 0.1281 | 1.1999 | 1.0954 |
240
+ | No log | 34.3636 | 378 | 1.2444 | 0.1345 | 1.2444 | 1.1155 |
241
+ | No log | 34.5455 | 380 | 1.3337 | 0.2736 | 1.3337 | 1.1549 |
242
+ | No log | 34.7273 | 382 | 1.3597 | 0.3026 | 1.3597 | 1.1660 |
243
+ | No log | 34.9091 | 384 | 1.3073 | 0.2807 | 1.3073 | 1.1434 |
244
+ | No log | 35.0909 | 386 | 1.2423 | 0.2313 | 1.2423 | 1.1146 |
245
+ | No log | 35.2727 | 388 | 1.1897 | 0.1951 | 1.1897 | 1.0907 |
246
+ | No log | 35.4545 | 390 | 1.2090 | 0.1997 | 1.2090 | 1.0996 |
247
+ | No log | 35.6364 | 392 | 1.2364 | 0.2772 | 1.2364 | 1.1119 |
248
+ | No log | 35.8182 | 394 | 1.1844 | 0.1654 | 1.1844 | 1.0883 |
249
+ | No log | 36.0 | 396 | 1.1608 | 0.1344 | 1.1608 | 1.0774 |
250
+ | No log | 36.1818 | 398 | 1.2017 | 0.1596 | 1.2017 | 1.0962 |
251
+ | No log | 36.3636 | 400 | 1.2438 | 0.1840 | 1.2438 | 1.1153 |
252
+ | No log | 36.5455 | 402 | 1.2010 | 0.1026 | 1.2010 | 1.0959 |
253
+ | No log | 36.7273 | 404 | 1.1323 | 0.1281 | 1.1323 | 1.0641 |
254
+ | No log | 36.9091 | 406 | 1.1133 | 0.1761 | 1.1133 | 1.0551 |
255
+ | No log | 37.0909 | 408 | 1.1104 | 0.2076 | 1.1104 | 1.0538 |
256
+ | No log | 37.2727 | 410 | 1.1495 | 0.1442 | 1.1495 | 1.0722 |
257
+ | No log | 37.4545 | 412 | 1.2420 | 0.1650 | 1.2420 | 1.1144 |
258
+ | No log | 37.6364 | 414 | 1.3290 | 0.2815 | 1.3290 | 1.1528 |
259
+ | No log | 37.8182 | 416 | 1.3238 | 0.2941 | 1.3238 | 1.1506 |
260
+ | No log | 38.0 | 418 | 1.2572 | 0.1943 | 1.2572 | 1.1212 |
261
+ | No log | 38.1818 | 420 | 1.1688 | 0.2100 | 1.1688 | 1.0811 |
262
+ | No log | 38.3636 | 422 | 1.1364 | 0.2273 | 1.1364 | 1.0660 |
263
+ | No log | 38.5455 | 424 | 1.1367 | 0.2371 | 1.1367 | 1.0661 |
264
+ | No log | 38.7273 | 426 | 1.1801 | 0.2236 | 1.1801 | 1.0863 |
265
+ | No log | 38.9091 | 428 | 1.2866 | 0.2807 | 1.2866 | 1.1343 |
266
+ | No log | 39.0909 | 430 | 1.3565 | 0.3047 | 1.3565 | 1.1647 |
267
+ | No log | 39.2727 | 432 | 1.4214 | 0.2536 | 1.4214 | 1.1922 |
268
+ | No log | 39.4545 | 434 | 1.4145 | 0.2536 | 1.4145 | 1.1893 |
269
+ | No log | 39.6364 | 436 | 1.3200 | 0.3299 | 1.3200 | 1.1489 |
270
+ | No log | 39.8182 | 438 | 1.2039 | 0.1118 | 1.2039 | 1.0972 |
271
+ | No log | 40.0 | 440 | 1.1348 | 0.1602 | 1.1348 | 1.0653 |
272
+ | No log | 40.1818 | 442 | 1.1145 | 0.1343 | 1.1145 | 1.0557 |
273
+ | No log | 40.3636 | 444 | 1.1258 | 0.1504 | 1.1258 | 1.0610 |
274
+ | No log | 40.5455 | 446 | 1.1786 | 0.1183 | 1.1786 | 1.0856 |
275
+ | No log | 40.7273 | 448 | 1.2956 | 0.2980 | 1.2956 | 1.1382 |
276
+ | No log | 40.9091 | 450 | 1.4313 | 0.3339 | 1.4313 | 1.1964 |
277
+ | No log | 41.0909 | 452 | 1.5376 | 0.3331 | 1.5376 | 1.2400 |
278
+ | No log | 41.2727 | 454 | 1.5576 | 0.3345 | 1.5576 | 1.2480 |
279
+ | No log | 41.4545 | 456 | 1.4642 | 0.3331 | 1.4642 | 1.2100 |
280
+ | No log | 41.6364 | 458 | 1.3004 | 0.3155 | 1.3004 | 1.1404 |
281
+ | No log | 41.8182 | 460 | 1.1924 | 0.1441 | 1.1924 | 1.0920 |
282
+ | No log | 42.0 | 462 | 1.1320 | 0.1085 | 1.1320 | 1.0639 |
283
+ | No log | 42.1818 | 464 | 1.1163 | 0.1343 | 1.1163 | 1.0565 |
284
+ | No log | 42.3636 | 466 | 1.1216 | 0.1343 | 1.1216 | 1.0591 |
285
+ | No log | 42.5455 | 468 | 1.1509 | 0.0948 | 1.1509 | 1.0728 |
286
+ | No log | 42.7273 | 470 | 1.2101 | 0.1118 | 1.2101 | 1.1000 |
287
+ | No log | 42.9091 | 472 | 1.2927 | 0.2494 | 1.2927 | 1.1370 |
288
+ | No log | 43.0909 | 474 | 1.3790 | 0.2959 | 1.3790 | 1.1743 |
289
+ | No log | 43.2727 | 476 | 1.4463 | 0.3005 | 1.4463 | 1.2026 |
290
+ | No log | 43.4545 | 478 | 1.4372 | 0.3026 | 1.4372 | 1.1988 |
291
+ | No log | 43.6364 | 480 | 1.3517 | 0.3025 | 1.3517 | 1.1626 |
292
+ | No log | 43.8182 | 482 | 1.2679 | 0.3155 | 1.2679 | 1.1260 |
293
+ | No log | 44.0 | 484 | 1.2119 | 0.3357 | 1.2119 | 1.1009 |
294
+ | No log | 44.1818 | 486 | 1.2169 | 0.3341 | 1.2169 | 1.1031 |
295
+ | No log | 44.3636 | 488 | 1.2520 | 0.3094 | 1.2520 | 1.1189 |
296
+ | No log | 44.5455 | 490 | 1.2666 | 0.2889 | 1.2666 | 1.1254 |
297
+ | No log | 44.7273 | 492 | 1.2944 | 0.2586 | 1.2944 | 1.1377 |
298
+ | No log | 44.9091 | 494 | 1.2921 | 0.2586 | 1.2921 | 1.1367 |
299
+ | No log | 45.0909 | 496 | 1.2789 | 0.2317 | 1.2789 | 1.1309 |
300
+ | No log | 45.2727 | 498 | 1.2306 | 0.2570 | 1.2306 | 1.1093 |
301
+ | 0.2686 | 45.4545 | 500 | 1.1985 | 0.2570 | 1.1985 | 1.0948 |
302
+ | 0.2686 | 45.6364 | 502 | 1.1764 | 0.2046 | 1.1764 | 1.0846 |
303
+ | 0.2686 | 45.8182 | 504 | 1.1634 | 0.2330 | 1.1634 | 1.0786 |
304
+ | 0.2686 | 46.0 | 506 | 1.1402 | 0.1951 | 1.1402 | 1.0678 |
305
+ | 0.2686 | 46.1818 | 508 | 1.1234 | 0.1344 | 1.1234 | 1.0599 |
306
+ | 0.2686 | 46.3636 | 510 | 1.1292 | 0.1281 | 1.1292 | 1.0626 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
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