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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k15_task7_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_run1_AugV5_k14_task7_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_run1_AugV5_k14_task7_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: 0.4303
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- - Qwk: 0.5798
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- - Mse: 0.4303
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- - Rmse: 0.6560
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  ## Model description
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@@ -47,515 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0286 | 2 | 2.4190 | -0.0136 | 2.4190 | 1.5553 |
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- | No log | 0.0571 | 4 | 1.3078 | 0.1463 | 1.3078 | 1.1436 |
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- | No log | 0.0857 | 6 | 0.7027 | 0.1365 | 0.7027 | 0.8383 |
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- | No log | 0.1143 | 8 | 0.7410 | 0.1094 | 0.7410 | 0.8608 |
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- | No log | 0.1429 | 10 | 0.7346 | 0.3594 | 0.7346 | 0.8571 |
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- | No log | 0.1714 | 12 | 0.7473 | 0.3105 | 0.7473 | 0.8645 |
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- | No log | 0.2 | 14 | 0.6299 | 0.1981 | 0.6299 | 0.7937 |
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- | No log | 0.2286 | 16 | 0.8073 | 0.2736 | 0.8073 | 0.8985 |
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- | No log | 0.2571 | 18 | 1.1111 | 0.3309 | 1.1111 | 1.0541 |
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- | No log | 0.2857 | 20 | 0.9445 | 0.3239 | 0.9445 | 0.9719 |
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- | No log | 0.3143 | 22 | 0.7295 | 0.2977 | 0.7295 | 0.8541 |
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- | No log | 0.3429 | 24 | 0.5677 | 0.4585 | 0.5677 | 0.7535 |
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- | No log | 0.3714 | 26 | 0.6331 | 0.3763 | 0.6331 | 0.7957 |
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- | No log | 0.4 | 28 | 0.6066 | 0.4468 | 0.6066 | 0.7788 |
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- | No log | 0.4286 | 30 | 0.5863 | 0.4752 | 0.5863 | 0.7657 |
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- | No log | 0.4571 | 32 | 0.5855 | 0.4795 | 0.5855 | 0.7652 |
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- | No log | 0.4857 | 34 | 0.5677 | 0.4795 | 0.5677 | 0.7534 |
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- | No log | 0.5143 | 36 | 0.5949 | 0.4517 | 0.5949 | 0.7713 |
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- | No log | 0.5429 | 38 | 0.6818 | 0.2825 | 0.6818 | 0.8257 |
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- | No log | 0.5714 | 40 | 0.6324 | 0.3425 | 0.6324 | 0.7952 |
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- | No log | 0.6 | 42 | 0.6809 | 0.3899 | 0.6809 | 0.8252 |
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- | No log | 0.6286 | 44 | 0.5840 | 0.4182 | 0.5840 | 0.7642 |
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- | No log | 0.6571 | 46 | 0.5528 | 0.4548 | 0.5528 | 0.7435 |
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- | No log | 0.6857 | 48 | 0.5374 | 0.5397 | 0.5374 | 0.7331 |
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- | No log | 0.7143 | 50 | 0.5733 | 0.5569 | 0.5733 | 0.7572 |
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- | No log | 0.7429 | 52 | 0.7227 | 0.5067 | 0.7227 | 0.8501 |
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- | No log | 0.7714 | 54 | 0.6995 | 0.4646 | 0.6995 | 0.8363 |
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- | No log | 0.8 | 56 | 0.5121 | 0.6029 | 0.5121 | 0.7156 |
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- | No log | 0.8286 | 58 | 0.5173 | 0.5317 | 0.5173 | 0.7193 |
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- | No log | 0.8571 | 60 | 0.5821 | 0.5400 | 0.5821 | 0.7630 |
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- | No log | 0.8857 | 62 | 0.4845 | 0.6349 | 0.4845 | 0.6961 |
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- | No log | 0.9143 | 64 | 0.5384 | 0.6251 | 0.5384 | 0.7338 |
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- | No log | 0.9429 | 66 | 0.5844 | 0.5779 | 0.5844 | 0.7644 |
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- | No log | 0.9714 | 68 | 0.4433 | 0.7253 | 0.4433 | 0.6658 |
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- | No log | 1.0 | 70 | 0.4394 | 0.7253 | 0.4394 | 0.6629 |
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- | No log | 1.0286 | 72 | 0.4439 | 0.7040 | 0.4439 | 0.6662 |
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- | No log | 1.0571 | 74 | 0.4219 | 0.7119 | 0.4219 | 0.6495 |
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- | No log | 1.0857 | 76 | 0.4172 | 0.6503 | 0.4172 | 0.6459 |
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- | No log | 1.1143 | 78 | 0.6235 | 0.3933 | 0.6235 | 0.7896 |
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- | No log | 1.1429 | 80 | 0.6523 | 0.3889 | 0.6523 | 0.8077 |
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- | No log | 1.1714 | 82 | 0.4674 | 0.6330 | 0.4674 | 0.6837 |
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- | No log | 1.2 | 84 | 0.4587 | 0.5512 | 0.4587 | 0.6773 |
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- | No log | 1.2286 | 86 | 0.5064 | 0.5497 | 0.5064 | 0.7116 |
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- | No log | 1.2571 | 88 | 0.4245 | 0.6101 | 0.4245 | 0.6515 |
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- | No log | 1.2857 | 90 | 0.4059 | 0.6200 | 0.4059 | 0.6371 |
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- | No log | 1.3143 | 92 | 0.4116 | 0.6127 | 0.4116 | 0.6415 |
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- | No log | 1.3429 | 94 | 0.3942 | 0.6863 | 0.3942 | 0.6279 |
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- | No log | 1.3714 | 96 | 0.4047 | 0.6623 | 0.4047 | 0.6362 |
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- | No log | 1.4 | 98 | 0.4149 | 0.6503 | 0.4149 | 0.6442 |
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- | No log | 1.4286 | 100 | 0.4556 | 0.6900 | 0.4556 | 0.6749 |
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- | No log | 1.4571 | 102 | 0.4152 | 0.6762 | 0.4152 | 0.6444 |
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- | No log | 1.4857 | 104 | 0.4187 | 0.6678 | 0.4187 | 0.6471 |
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- | No log | 1.5143 | 106 | 0.4067 | 0.6623 | 0.4067 | 0.6377 |
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- | No log | 1.5429 | 108 | 0.4186 | 0.6787 | 0.4186 | 0.6470 |
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- | No log | 1.5714 | 110 | 0.4892 | 0.6300 | 0.4892 | 0.6994 |
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- | No log | 1.6 | 112 | 0.5275 | 0.5792 | 0.5275 | 0.7263 |
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- | No log | 1.6286 | 114 | 0.5149 | 0.6077 | 0.5149 | 0.7176 |
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- | No log | 1.6571 | 116 | 0.4902 | 0.6132 | 0.4902 | 0.7001 |
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- | No log | 1.6857 | 118 | 0.4366 | 0.6777 | 0.4366 | 0.6608 |
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- | No log | 1.7143 | 120 | 0.7367 | 0.5885 | 0.7367 | 0.8583 |
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- | No log | 1.7429 | 122 | 0.6324 | 0.5688 | 0.6324 | 0.7952 |
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- | No log | 1.7714 | 124 | 0.4187 | 0.5703 | 0.4187 | 0.6471 |
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- | No log | 1.8 | 126 | 0.4361 | 0.5960 | 0.4361 | 0.6604 |
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- | No log | 1.8286 | 128 | 0.4806 | 0.6526 | 0.4806 | 0.6933 |
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- | No log | 1.8571 | 130 | 0.4540 | 0.6688 | 0.4540 | 0.6738 |
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- | No log | 1.8857 | 132 | 0.4497 | 0.6709 | 0.4497 | 0.6706 |
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- | No log | 1.9143 | 134 | 0.4633 | 0.6434 | 0.4633 | 0.6806 |
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- | No log | 1.9429 | 136 | 0.5763 | 0.5750 | 0.5763 | 0.7591 |
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- | No log | 1.9714 | 138 | 0.4941 | 0.6068 | 0.4941 | 0.7029 |
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- | No log | 2.0 | 140 | 0.4317 | 0.6467 | 0.4317 | 0.6570 |
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- | No log | 2.0286 | 142 | 0.4782 | 0.6223 | 0.4782 | 0.6915 |
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- | No log | 2.0571 | 144 | 0.4469 | 0.6168 | 0.4469 | 0.6685 |
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- | No log | 2.0857 | 146 | 0.4416 | 0.6759 | 0.4416 | 0.6645 |
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- | No log | 2.1143 | 148 | 0.4545 | 0.6672 | 0.4545 | 0.6742 |
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- | No log | 2.1429 | 150 | 0.5394 | 0.6259 | 0.5394 | 0.7344 |
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- | No log | 2.1714 | 152 | 0.6769 | 0.5522 | 0.6769 | 0.8228 |
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- | No log | 2.2 | 154 | 0.6279 | 0.5746 | 0.6279 | 0.7924 |
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- | No log | 2.2286 | 156 | 0.5152 | 0.6749 | 0.5152 | 0.7178 |
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- | No log | 2.2571 | 158 | 0.5622 | 0.5775 | 0.5622 | 0.7498 |
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- | No log | 2.2857 | 160 | 0.5838 | 0.5688 | 0.5838 | 0.7641 |
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- | No log | 2.3143 | 162 | 0.4955 | 0.6434 | 0.4955 | 0.7039 |
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- | No log | 2.3429 | 164 | 0.5241 | 0.6108 | 0.5241 | 0.7239 |
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- | No log | 2.3714 | 166 | 0.7694 | 0.4413 | 0.7694 | 0.8771 |
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- | No log | 2.4 | 168 | 0.7922 | 0.4413 | 0.7922 | 0.8900 |
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- | No log | 2.4286 | 170 | 0.6170 | 0.4756 | 0.6170 | 0.7855 |
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- | No log | 2.4571 | 172 | 0.4524 | 0.6046 | 0.4524 | 0.6726 |
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- | No log | 2.4857 | 174 | 0.5156 | 0.6497 | 0.5156 | 0.7181 |
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- | No log | 2.5143 | 176 | 0.5758 | 0.5827 | 0.5758 | 0.7588 |
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- | No log | 2.5429 | 178 | 0.4948 | 0.6322 | 0.4948 | 0.7034 |
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- | No log | 2.5714 | 180 | 0.4195 | 0.6727 | 0.4195 | 0.6477 |
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- | No log | 2.6 | 182 | 0.5177 | 0.6218 | 0.5177 | 0.7195 |
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- | No log | 2.6286 | 184 | 0.5721 | 0.5401 | 0.5721 | 0.7564 |
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- | No log | 2.6571 | 186 | 0.4880 | 0.6218 | 0.4880 | 0.6985 |
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- | No log | 2.6857 | 188 | 0.4143 | 0.7080 | 0.4143 | 0.6437 |
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- | No log | 2.7143 | 190 | 0.4469 | 0.6992 | 0.4469 | 0.6685 |
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- | No log | 2.7429 | 192 | 0.4482 | 0.6372 | 0.4482 | 0.6695 |
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- | No log | 2.7714 | 194 | 0.4267 | 0.6797 | 0.4267 | 0.6532 |
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- | No log | 2.8 | 196 | 0.4180 | 0.6709 | 0.4180 | 0.6465 |
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- | No log | 2.8286 | 198 | 0.4398 | 0.6068 | 0.4398 | 0.6632 |
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- | No log | 2.8571 | 200 | 0.4718 | 0.5781 | 0.4718 | 0.6869 |
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- | No log | 2.8857 | 202 | 0.4371 | 0.6255 | 0.4371 | 0.6612 |
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- | No log | 2.9143 | 204 | 0.4475 | 0.6601 | 0.4475 | 0.6690 |
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- | No log | 2.9429 | 206 | 0.4951 | 0.6681 | 0.4951 | 0.7036 |
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- | No log | 2.9714 | 208 | 0.5173 | 0.6497 | 0.5173 | 0.7192 |
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- | No log | 3.0 | 210 | 0.4896 | 0.6496 | 0.4896 | 0.6997 |
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- | No log | 3.0286 | 212 | 0.4279 | 0.6129 | 0.4279 | 0.6542 |
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- | No log | 3.0571 | 214 | 0.4212 | 0.6267 | 0.4212 | 0.6490 |
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- | No log | 3.0857 | 216 | 0.4171 | 0.6279 | 0.4171 | 0.6459 |
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- | No log | 3.1143 | 218 | 0.4032 | 0.6730 | 0.4032 | 0.6350 |
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- | No log | 3.1429 | 220 | 0.3957 | 0.7022 | 0.3957 | 0.6290 |
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- | No log | 3.1714 | 222 | 0.3848 | 0.6739 | 0.3848 | 0.6204 |
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- | No log | 3.2 | 224 | 0.4083 | 0.6873 | 0.4083 | 0.6390 |
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- | No log | 3.2286 | 226 | 0.4560 | 0.6823 | 0.4560 | 0.6753 |
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- | No log | 3.2571 | 228 | 0.4940 | 0.6579 | 0.4940 | 0.7028 |
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- | No log | 3.2857 | 230 | 0.6076 | 0.5519 | 0.6076 | 0.7795 |
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- | No log | 3.3143 | 232 | 0.5009 | 0.6067 | 0.5009 | 0.7077 |
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- | No log | 3.3429 | 234 | 0.3876 | 0.6001 | 0.3876 | 0.6226 |
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- | No log | 3.3714 | 236 | 0.4412 | 0.6786 | 0.4412 | 0.6643 |
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- | No log | 3.4 | 238 | 0.5358 | 0.6290 | 0.5358 | 0.7320 |
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- | No log | 3.4286 | 240 | 0.6568 | 0.5108 | 0.6568 | 0.8104 |
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- | No log | 3.4571 | 242 | 0.5780 | 0.5667 | 0.5780 | 0.7602 |
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- | No log | 3.4857 | 244 | 0.4372 | 0.5605 | 0.4372 | 0.6612 |
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- | No log | 3.5143 | 246 | 0.4159 | 0.5930 | 0.4159 | 0.6449 |
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- | No log | 3.5429 | 248 | 0.4008 | 0.6357 | 0.4008 | 0.6331 |
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- | No log | 3.5714 | 250 | 0.3934 | 0.6455 | 0.3934 | 0.6272 |
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- | No log | 3.6 | 252 | 0.4316 | 0.6355 | 0.4316 | 0.6570 |
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- | No log | 3.6286 | 254 | 0.4522 | 0.6107 | 0.4522 | 0.6725 |
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- | No log | 3.6571 | 256 | 0.4085 | 0.6353 | 0.4085 | 0.6392 |
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- | No log | 3.6857 | 258 | 0.3970 | 0.6579 | 0.3970 | 0.6301 |
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- | No log | 3.7143 | 260 | 0.4825 | 0.6154 | 0.4825 | 0.6946 |
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- | No log | 3.7429 | 262 | 0.5353 | 0.5997 | 0.5353 | 0.7316 |
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- | No log | 3.7714 | 264 | 0.4695 | 0.6624 | 0.4695 | 0.6852 |
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- | No log | 3.8 | 266 | 0.4024 | 0.7229 | 0.4024 | 0.6343 |
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- | No log | 3.8286 | 268 | 0.4157 | 0.7182 | 0.4157 | 0.6447 |
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- | No log | 3.8571 | 270 | 0.4004 | 0.7616 | 0.4004 | 0.6328 |
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- | No log | 3.8857 | 272 | 0.4223 | 0.7072 | 0.4223 | 0.6499 |
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- | No log | 3.9143 | 274 | 0.4706 | 0.6624 | 0.4706 | 0.6860 |
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- | No log | 3.9429 | 276 | 0.5419 | 0.5735 | 0.5419 | 0.7361 |
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- | No log | 3.9714 | 278 | 0.5159 | 0.6167 | 0.5159 | 0.7183 |
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- | No log | 4.0 | 280 | 0.4137 | 0.6661 | 0.4137 | 0.6432 |
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- | No log | 4.0286 | 282 | 0.4288 | 0.6200 | 0.4288 | 0.6548 |
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- | No log | 4.0571 | 284 | 0.5334 | 0.5042 | 0.5334 | 0.7303 |
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- | No log | 4.0857 | 286 | 0.5286 | 0.5042 | 0.5286 | 0.7270 |
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- | No log | 4.1143 | 288 | 0.4344 | 0.6200 | 0.4344 | 0.6591 |
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- | No log | 4.1429 | 290 | 0.4175 | 0.6257 | 0.4175 | 0.6461 |
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- | No log | 4.1714 | 292 | 0.4229 | 0.6047 | 0.4229 | 0.6503 |
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- | No log | 4.2 | 294 | 0.4094 | 0.6462 | 0.4094 | 0.6399 |
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- | No log | 4.2286 | 296 | 0.4142 | 0.6978 | 0.4142 | 0.6436 |
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- | No log | 4.2571 | 298 | 0.4335 | 0.6773 | 0.4335 | 0.6584 |
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- | No log | 4.2857 | 300 | 0.4547 | 0.6932 | 0.4547 | 0.6743 |
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- | No log | 4.3143 | 302 | 0.4572 | 0.7086 | 0.4572 | 0.6761 |
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- | No log | 4.3429 | 304 | 0.5013 | 0.6349 | 0.5013 | 0.7081 |
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- | No log | 4.3714 | 306 | 0.4992 | 0.6154 | 0.4992 | 0.7065 |
205
- | No log | 4.4 | 308 | 0.4425 | 0.6243 | 0.4425 | 0.6652 |
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- | No log | 4.4286 | 310 | 0.4608 | 0.5631 | 0.4608 | 0.6789 |
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- | No log | 4.4571 | 312 | 0.4868 | 0.5836 | 0.4868 | 0.6977 |
208
- | No log | 4.4857 | 314 | 0.4955 | 0.5736 | 0.4955 | 0.7039 |
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- | No log | 4.5143 | 316 | 0.4377 | 0.6154 | 0.4377 | 0.6616 |
210
- | No log | 4.5429 | 318 | 0.4298 | 0.6229 | 0.4298 | 0.6556 |
211
- | No log | 4.5714 | 320 | 0.4560 | 0.6047 | 0.4560 | 0.6753 |
212
- | No log | 4.6 | 322 | 0.4492 | 0.5960 | 0.4492 | 0.6703 |
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- | No log | 4.6286 | 324 | 0.4332 | 0.6924 | 0.4332 | 0.6582 |
214
- | No log | 4.6571 | 326 | 0.4754 | 0.5442 | 0.4754 | 0.6895 |
215
- | No log | 4.6857 | 328 | 0.4540 | 0.6518 | 0.4540 | 0.6738 |
216
- | No log | 4.7143 | 330 | 0.4429 | 0.6370 | 0.4429 | 0.6655 |
217
- | No log | 4.7429 | 332 | 0.4566 | 0.6370 | 0.4566 | 0.6757 |
218
- | No log | 4.7714 | 334 | 0.4303 | 0.6942 | 0.4303 | 0.6560 |
219
- | No log | 4.8 | 336 | 0.5289 | 0.5388 | 0.5289 | 0.7272 |
220
- | No log | 4.8286 | 338 | 0.6270 | 0.5457 | 0.6270 | 0.7919 |
221
- | No log | 4.8571 | 340 | 0.5486 | 0.5231 | 0.5486 | 0.7407 |
222
- | No log | 4.8857 | 342 | 0.4339 | 0.6414 | 0.4339 | 0.6587 |
223
- | No log | 4.9143 | 344 | 0.4266 | 0.6452 | 0.4266 | 0.6531 |
224
- | No log | 4.9429 | 346 | 0.4842 | 0.5751 | 0.4842 | 0.6959 |
225
- | No log | 4.9714 | 348 | 0.5073 | 0.5751 | 0.5073 | 0.7123 |
226
- | No log | 5.0 | 350 | 0.4720 | 0.5868 | 0.4720 | 0.6871 |
227
- | No log | 5.0286 | 352 | 0.4309 | 0.6886 | 0.4309 | 0.6564 |
228
- | No log | 5.0571 | 354 | 0.4273 | 0.7238 | 0.4273 | 0.6537 |
229
- | No log | 5.0857 | 356 | 0.4272 | 0.6698 | 0.4272 | 0.6536 |
230
- | No log | 5.1143 | 358 | 0.4204 | 0.6705 | 0.4204 | 0.6484 |
231
- | No log | 5.1429 | 360 | 0.4239 | 0.6705 | 0.4239 | 0.6511 |
232
- | No log | 5.1714 | 362 | 0.4214 | 0.7238 | 0.4214 | 0.6491 |
233
- | No log | 5.2 | 364 | 0.4268 | 0.7238 | 0.4268 | 0.6533 |
234
- | No log | 5.2286 | 366 | 0.4212 | 0.7095 | 0.4212 | 0.6490 |
235
- | No log | 5.2571 | 368 | 0.4272 | 0.6929 | 0.4272 | 0.6536 |
236
- | No log | 5.2857 | 370 | 0.4267 | 0.6899 | 0.4267 | 0.6532 |
237
- | No log | 5.3143 | 372 | 0.4216 | 0.7135 | 0.4216 | 0.6493 |
238
- | No log | 5.3429 | 374 | 0.4164 | 0.6929 | 0.4164 | 0.6453 |
239
- | No log | 5.3714 | 376 | 0.4211 | 0.6857 | 0.4211 | 0.6489 |
240
- | No log | 5.4 | 378 | 0.4428 | 0.5574 | 0.4428 | 0.6654 |
241
- | No log | 5.4286 | 380 | 0.4424 | 0.5574 | 0.4424 | 0.6652 |
242
- | No log | 5.4571 | 382 | 0.4247 | 0.6106 | 0.4247 | 0.6517 |
243
- | No log | 5.4857 | 384 | 0.4238 | 0.6807 | 0.4238 | 0.6510 |
244
- | No log | 5.5143 | 386 | 0.4384 | 0.7044 | 0.4384 | 0.6621 |
245
- | No log | 5.5429 | 388 | 0.4529 | 0.7126 | 0.4529 | 0.6730 |
246
- | No log | 5.5714 | 390 | 0.4768 | 0.6570 | 0.4768 | 0.6905 |
247
- | No log | 5.6 | 392 | 0.4700 | 0.7025 | 0.4700 | 0.6856 |
248
- | No log | 5.6286 | 394 | 0.4483 | 0.7106 | 0.4483 | 0.6696 |
249
- | No log | 5.6571 | 396 | 0.4285 | 0.7309 | 0.4285 | 0.6546 |
250
- | No log | 5.6857 | 398 | 0.4231 | 0.6883 | 0.4231 | 0.6505 |
251
- | No log | 5.7143 | 400 | 0.4271 | 0.6278 | 0.4271 | 0.6535 |
252
- | No log | 5.7429 | 402 | 0.4273 | 0.6293 | 0.4273 | 0.6537 |
253
- | No log | 5.7714 | 404 | 0.4469 | 0.5714 | 0.4469 | 0.6685 |
254
- | No log | 5.8 | 406 | 0.4724 | 0.5591 | 0.4724 | 0.6873 |
255
- | No log | 5.8286 | 408 | 0.4736 | 0.5591 | 0.4736 | 0.6882 |
256
- | No log | 5.8571 | 410 | 0.4746 | 0.5265 | 0.4746 | 0.6889 |
257
- | No log | 5.8857 | 412 | 0.4667 | 0.5085 | 0.4667 | 0.6832 |
258
- | No log | 5.9143 | 414 | 0.4654 | 0.5927 | 0.4654 | 0.6822 |
259
- | No log | 5.9429 | 416 | 0.5058 | 0.5223 | 0.5058 | 0.7112 |
260
- | No log | 5.9714 | 418 | 0.5154 | 0.5223 | 0.5154 | 0.7179 |
261
- | No log | 6.0 | 420 | 0.4988 | 0.5467 | 0.4988 | 0.7063 |
262
- | No log | 6.0286 | 422 | 0.4707 | 0.5675 | 0.4707 | 0.6861 |
263
- | No log | 6.0571 | 424 | 0.4489 | 0.6076 | 0.4489 | 0.6700 |
264
- | No log | 6.0857 | 426 | 0.4399 | 0.6076 | 0.4399 | 0.6633 |
265
- | No log | 6.1143 | 428 | 0.4356 | 0.5836 | 0.4356 | 0.6600 |
266
- | No log | 6.1429 | 430 | 0.4276 | 0.6307 | 0.4276 | 0.6539 |
267
- | No log | 6.1714 | 432 | 0.4265 | 0.6530 | 0.4265 | 0.6531 |
268
- | No log | 6.2 | 434 | 0.4790 | 0.5747 | 0.4790 | 0.6921 |
269
- | No log | 6.2286 | 436 | 0.5280 | 0.5682 | 0.5280 | 0.7266 |
270
- | No log | 6.2571 | 438 | 0.4862 | 0.5666 | 0.4862 | 0.6973 |
271
- | No log | 6.2857 | 440 | 0.4303 | 0.6530 | 0.4303 | 0.6560 |
272
- | No log | 6.3143 | 442 | 0.4527 | 0.6506 | 0.4527 | 0.6728 |
273
- | No log | 6.3429 | 444 | 0.4766 | 0.5601 | 0.4766 | 0.6904 |
274
- | No log | 6.3714 | 446 | 0.4629 | 0.5927 | 0.4629 | 0.6804 |
275
- | No log | 6.4 | 448 | 0.4669 | 0.4795 | 0.4669 | 0.6833 |
276
- | No log | 6.4286 | 450 | 0.4857 | 0.4746 | 0.4857 | 0.6969 |
277
- | No log | 6.4571 | 452 | 0.4976 | 0.5361 | 0.4976 | 0.7054 |
278
- | No log | 6.4857 | 454 | 0.4791 | 0.5361 | 0.4791 | 0.6922 |
279
- | No log | 6.5143 | 456 | 0.4494 | 0.5061 | 0.4494 | 0.6704 |
280
- | No log | 6.5429 | 458 | 0.4441 | 0.5846 | 0.4441 | 0.6664 |
281
- | No log | 6.5714 | 460 | 0.4452 | 0.5937 | 0.4452 | 0.6673 |
282
- | No log | 6.6 | 462 | 0.4462 | 0.5912 | 0.4462 | 0.6680 |
283
- | No log | 6.6286 | 464 | 0.4376 | 0.5912 | 0.4376 | 0.6615 |
284
- | No log | 6.6571 | 466 | 0.4332 | 0.5324 | 0.4332 | 0.6582 |
285
- | No log | 6.6857 | 468 | 0.4459 | 0.5815 | 0.4459 | 0.6678 |
286
- | No log | 6.7143 | 470 | 0.4670 | 0.5510 | 0.4670 | 0.6834 |
287
- | No log | 6.7429 | 472 | 0.4665 | 0.5510 | 0.4665 | 0.6830 |
288
- | No log | 6.7714 | 474 | 0.4447 | 0.5860 | 0.4447 | 0.6668 |
289
- | No log | 6.8 | 476 | 0.4412 | 0.6541 | 0.4412 | 0.6642 |
290
- | No log | 6.8286 | 478 | 0.4559 | 0.6004 | 0.4559 | 0.6752 |
291
- | No log | 6.8571 | 480 | 0.4873 | 0.6011 | 0.4873 | 0.6981 |
292
- | No log | 6.8857 | 482 | 0.5091 | 0.5553 | 0.5091 | 0.7135 |
293
- | No log | 6.9143 | 484 | 0.5033 | 0.5470 | 0.5033 | 0.7094 |
294
- | No log | 6.9429 | 486 | 0.5055 | 0.5510 | 0.5055 | 0.7110 |
295
- | No log | 6.9714 | 488 | 0.4743 | 0.5908 | 0.4743 | 0.6887 |
296
- | No log | 7.0 | 490 | 0.4278 | 0.6702 | 0.4278 | 0.6541 |
297
- | No log | 7.0286 | 492 | 0.4073 | 0.6745 | 0.4073 | 0.6382 |
298
- | No log | 7.0571 | 494 | 0.4400 | 0.5815 | 0.4400 | 0.6633 |
299
- | No log | 7.0857 | 496 | 0.5024 | 0.5907 | 0.5024 | 0.7088 |
300
- | No log | 7.1143 | 498 | 0.5517 | 0.5356 | 0.5517 | 0.7428 |
301
- | 0.3149 | 7.1429 | 500 | 0.4976 | 0.5449 | 0.4976 | 0.7054 |
302
- | 0.3149 | 7.1714 | 502 | 0.4270 | 0.6017 | 0.4270 | 0.6534 |
303
- | 0.3149 | 7.2 | 504 | 0.4504 | 0.6623 | 0.4504 | 0.6711 |
304
- | 0.3149 | 7.2286 | 506 | 0.4996 | 0.5908 | 0.4996 | 0.7068 |
305
- | 0.3149 | 7.2571 | 508 | 0.5504 | 0.5827 | 0.5504 | 0.7419 |
306
- | 0.3149 | 7.2857 | 510 | 0.5400 | 0.5827 | 0.5400 | 0.7348 |
307
- | 0.3149 | 7.3143 | 512 | 0.4894 | 0.5894 | 0.4894 | 0.6996 |
308
- | 0.3149 | 7.3429 | 514 | 0.4664 | 0.5662 | 0.4664 | 0.6829 |
309
- | 0.3149 | 7.3714 | 516 | 0.4795 | 0.6292 | 0.4795 | 0.6925 |
310
- | 0.3149 | 7.4 | 518 | 0.4942 | 0.6292 | 0.4942 | 0.7030 |
311
- | 0.3149 | 7.4286 | 520 | 0.4839 | 0.6034 | 0.4839 | 0.6956 |
312
- | 0.3149 | 7.4571 | 522 | 0.4797 | 0.6716 | 0.4797 | 0.6926 |
313
- | 0.3149 | 7.4857 | 524 | 0.4779 | 0.6295 | 0.4779 | 0.6913 |
314
- | 0.3149 | 7.5143 | 526 | 0.4849 | 0.6623 | 0.4849 | 0.6964 |
315
- | 0.3149 | 7.5429 | 528 | 0.4909 | 0.6620 | 0.4909 | 0.7006 |
316
- | 0.3149 | 7.5714 | 530 | 0.4850 | 0.6620 | 0.4850 | 0.6964 |
317
- | 0.3149 | 7.6 | 532 | 0.4801 | 0.6947 | 0.4801 | 0.6929 |
318
- | 0.3149 | 7.6286 | 534 | 0.4745 | 0.7122 | 0.4745 | 0.6888 |
319
- | 0.3149 | 7.6571 | 536 | 0.4691 | 0.6979 | 0.4691 | 0.6849 |
320
- | 0.3149 | 7.6857 | 538 | 0.4894 | 0.6337 | 0.4894 | 0.6996 |
321
- | 0.3149 | 7.7143 | 540 | 0.4690 | 0.6223 | 0.4690 | 0.6849 |
322
- | 0.3149 | 7.7429 | 542 | 0.4235 | 0.6750 | 0.4235 | 0.6508 |
323
- | 0.3149 | 7.7714 | 544 | 0.4239 | 0.6438 | 0.4239 | 0.6511 |
324
- | 0.3149 | 7.8 | 546 | 0.4255 | 0.6518 | 0.4255 | 0.6523 |
325
- | 0.3149 | 7.8286 | 548 | 0.4176 | 0.6983 | 0.4176 | 0.6462 |
326
- | 0.3149 | 7.8571 | 550 | 0.4206 | 0.7470 | 0.4206 | 0.6485 |
327
- | 0.3149 | 7.8857 | 552 | 0.4256 | 0.7012 | 0.4256 | 0.6524 |
328
- | 0.3149 | 7.9143 | 554 | 0.4294 | 0.6455 | 0.4294 | 0.6553 |
329
- | 0.3149 | 7.9429 | 556 | 0.4364 | 0.5979 | 0.4364 | 0.6606 |
330
- | 0.3149 | 7.9714 | 558 | 0.4434 | 0.5768 | 0.4434 | 0.6659 |
331
- | 0.3149 | 8.0 | 560 | 0.4496 | 0.5195 | 0.4496 | 0.6705 |
332
- | 0.3149 | 8.0286 | 562 | 0.4558 | 0.6616 | 0.4558 | 0.6751 |
333
- | 0.3149 | 8.0571 | 564 | 0.4620 | 0.6694 | 0.4620 | 0.6797 |
334
- | 0.3149 | 8.0857 | 566 | 0.4545 | 0.6317 | 0.4545 | 0.6742 |
335
- | 0.3149 | 8.1143 | 568 | 0.4470 | 0.5869 | 0.4470 | 0.6686 |
336
- | 0.3149 | 8.1429 | 570 | 0.4482 | 0.5343 | 0.4482 | 0.6695 |
337
- | 0.3149 | 8.1714 | 572 | 0.4535 | 0.5265 | 0.4535 | 0.6734 |
338
- | 0.3149 | 8.2 | 574 | 0.4555 | 0.5321 | 0.4555 | 0.6749 |
339
- | 0.3149 | 8.2286 | 576 | 0.4579 | 0.5321 | 0.4579 | 0.6767 |
340
- | 0.3149 | 8.2571 | 578 | 0.4631 | 0.5555 | 0.4631 | 0.6805 |
341
- | 0.3149 | 8.2857 | 580 | 0.4512 | 0.5596 | 0.4512 | 0.6717 |
342
- | 0.3149 | 8.3143 | 582 | 0.4418 | 0.5782 | 0.4418 | 0.6647 |
343
- | 0.3149 | 8.3429 | 584 | 0.4390 | 0.5782 | 0.4390 | 0.6625 |
344
- | 0.3149 | 8.3714 | 586 | 0.4379 | 0.5860 | 0.4379 | 0.6617 |
345
- | 0.3149 | 8.4 | 588 | 0.4569 | 0.6604 | 0.4569 | 0.6760 |
346
- | 0.3149 | 8.4286 | 590 | 0.4685 | 0.6101 | 0.4685 | 0.6845 |
347
- | 0.3149 | 8.4571 | 592 | 0.4523 | 0.6184 | 0.4523 | 0.6725 |
348
- | 0.3149 | 8.4857 | 594 | 0.4334 | 0.5798 | 0.4334 | 0.6583 |
349
- | 0.3149 | 8.5143 | 596 | 0.4287 | 0.5731 | 0.4287 | 0.6547 |
350
- | 0.3149 | 8.5429 | 598 | 0.4215 | 0.5904 | 0.4215 | 0.6492 |
351
- | 0.3149 | 8.5714 | 600 | 0.4169 | 0.64 | 0.4169 | 0.6457 |
352
- | 0.3149 | 8.6 | 602 | 0.4101 | 0.7173 | 0.4101 | 0.6404 |
353
- | 0.3149 | 8.6286 | 604 | 0.4123 | 0.7164 | 0.4123 | 0.6421 |
354
- | 0.3149 | 8.6571 | 606 | 0.4080 | 0.7055 | 0.4080 | 0.6387 |
355
- | 0.3149 | 8.6857 | 608 | 0.4117 | 0.6942 | 0.4117 | 0.6416 |
356
- | 0.3149 | 8.7143 | 610 | 0.4255 | 0.6608 | 0.4255 | 0.6523 |
357
- | 0.3149 | 8.7429 | 612 | 0.4243 | 0.6786 | 0.4243 | 0.6514 |
358
- | 0.3149 | 8.7714 | 614 | 0.4435 | 0.6415 | 0.4435 | 0.6659 |
359
- | 0.3149 | 8.8 | 616 | 0.4843 | 0.6419 | 0.4843 | 0.6959 |
360
- | 0.3149 | 8.8286 | 618 | 0.4838 | 0.6423 | 0.4838 | 0.6956 |
361
- | 0.3149 | 8.8571 | 620 | 0.4993 | 0.6068 | 0.4993 | 0.7066 |
362
- | 0.3149 | 8.8857 | 622 | 0.4950 | 0.6051 | 0.4950 | 0.7036 |
363
- | 0.3149 | 8.9143 | 624 | 0.4761 | 0.6068 | 0.4761 | 0.6900 |
364
- | 0.3149 | 8.9429 | 626 | 0.4290 | 0.6966 | 0.4290 | 0.6550 |
365
- | 0.3149 | 8.9714 | 628 | 0.4100 | 0.6730 | 0.4100 | 0.6403 |
366
- | 0.3149 | 9.0 | 630 | 0.4043 | 0.6243 | 0.4043 | 0.6358 |
367
- | 0.3149 | 9.0286 | 632 | 0.4044 | 0.6747 | 0.4044 | 0.6359 |
368
- | 0.3149 | 9.0571 | 634 | 0.4119 | 0.6787 | 0.4119 | 0.6418 |
369
- | 0.3149 | 9.0857 | 636 | 0.4214 | 0.6950 | 0.4214 | 0.6491 |
370
- | 0.3149 | 9.1143 | 638 | 0.4166 | 0.6706 | 0.4166 | 0.6454 |
371
- | 0.3149 | 9.1429 | 640 | 0.4120 | 0.6553 | 0.4120 | 0.6419 |
372
- | 0.3149 | 9.1714 | 642 | 0.4161 | 0.7003 | 0.4161 | 0.6450 |
373
- | 0.3149 | 9.2 | 644 | 0.4291 | 0.6797 | 0.4291 | 0.6551 |
374
- | 0.3149 | 9.2286 | 646 | 0.4520 | 0.6848 | 0.4520 | 0.6723 |
375
- | 0.3149 | 9.2571 | 648 | 0.4650 | 0.6848 | 0.4650 | 0.6819 |
376
- | 0.3149 | 9.2857 | 650 | 0.4654 | 0.6848 | 0.4654 | 0.6822 |
377
- | 0.3149 | 9.3143 | 652 | 0.4559 | 0.6777 | 0.4559 | 0.6752 |
378
- | 0.3149 | 9.3429 | 654 | 0.4538 | 0.6160 | 0.4538 | 0.6737 |
379
- | 0.3149 | 9.3714 | 656 | 0.4636 | 0.5947 | 0.4636 | 0.6809 |
380
- | 0.3149 | 9.4 | 658 | 0.4854 | 0.6305 | 0.4854 | 0.6967 |
381
- | 0.3149 | 9.4286 | 660 | 0.4904 | 0.6238 | 0.4904 | 0.7003 |
382
- | 0.3149 | 9.4571 | 662 | 0.4810 | 0.6419 | 0.4810 | 0.6936 |
383
- | 0.3149 | 9.4857 | 664 | 0.4994 | 0.6152 | 0.4994 | 0.7067 |
384
- | 0.3149 | 9.5143 | 666 | 0.4877 | 0.6137 | 0.4877 | 0.6984 |
385
- | 0.3149 | 9.5429 | 668 | 0.4526 | 0.6101 | 0.4526 | 0.6727 |
386
- | 0.3149 | 9.5714 | 670 | 0.4451 | 0.6628 | 0.4451 | 0.6671 |
387
- | 0.3149 | 9.6 | 672 | 0.4388 | 0.6832 | 0.4388 | 0.6624 |
388
- | 0.3149 | 9.6286 | 674 | 0.4448 | 0.6898 | 0.4448 | 0.6669 |
389
- | 0.3149 | 9.6571 | 676 | 0.4537 | 0.6935 | 0.4537 | 0.6735 |
390
- | 0.3149 | 9.6857 | 678 | 0.4708 | 0.6684 | 0.4708 | 0.6862 |
391
- | 0.3149 | 9.7143 | 680 | 0.4622 | 0.6679 | 0.4622 | 0.6799 |
392
- | 0.3149 | 9.7429 | 682 | 0.4418 | 0.7273 | 0.4418 | 0.6647 |
393
- | 0.3149 | 9.7714 | 684 | 0.4298 | 0.6807 | 0.4298 | 0.6556 |
394
- | 0.3149 | 9.8 | 686 | 0.4441 | 0.5343 | 0.4441 | 0.6664 |
395
- | 0.3149 | 9.8286 | 688 | 0.4768 | 0.5510 | 0.4768 | 0.6905 |
396
- | 0.3149 | 9.8571 | 690 | 0.4831 | 0.5202 | 0.4831 | 0.6950 |
397
- | 0.3149 | 9.8857 | 692 | 0.4715 | 0.5085 | 0.4715 | 0.6866 |
398
- | 0.3149 | 9.9143 | 694 | 0.4588 | 0.5085 | 0.4588 | 0.6774 |
399
- | 0.3149 | 9.9429 | 696 | 0.4588 | 0.5549 | 0.4588 | 0.6773 |
400
- | 0.3149 | 9.9714 | 698 | 0.4593 | 0.6009 | 0.4593 | 0.6777 |
401
- | 0.3149 | 10.0 | 700 | 0.4635 | 0.6620 | 0.4635 | 0.6808 |
402
- | 0.3149 | 10.0286 | 702 | 0.4691 | 0.6695 | 0.4691 | 0.6849 |
403
- | 0.3149 | 10.0571 | 704 | 0.4575 | 0.6186 | 0.4575 | 0.6764 |
404
- | 0.3149 | 10.0857 | 706 | 0.4478 | 0.5965 | 0.4478 | 0.6692 |
405
- | 0.3149 | 10.1143 | 708 | 0.4455 | 0.5324 | 0.4455 | 0.6674 |
406
- | 0.3149 | 10.1429 | 710 | 0.4475 | 0.5324 | 0.4475 | 0.6689 |
407
- | 0.3149 | 10.1714 | 712 | 0.4552 | 0.4515 | 0.4552 | 0.6747 |
408
- | 0.3149 | 10.2 | 714 | 0.4667 | 0.4515 | 0.4667 | 0.6832 |
409
- | 0.3149 | 10.2286 | 716 | 0.4679 | 0.5693 | 0.4679 | 0.6840 |
410
- | 0.3149 | 10.2571 | 718 | 0.4565 | 0.5943 | 0.4565 | 0.6757 |
411
- | 0.3149 | 10.2857 | 720 | 0.4569 | 0.6956 | 0.4569 | 0.6760 |
412
- | 0.3149 | 10.3143 | 722 | 0.4750 | 0.6935 | 0.4750 | 0.6892 |
413
- | 0.3149 | 10.3429 | 724 | 0.5014 | 0.6835 | 0.5014 | 0.7081 |
414
- | 0.3149 | 10.3714 | 726 | 0.4733 | 0.6844 | 0.4733 | 0.6880 |
415
- | 0.3149 | 10.4 | 728 | 0.4513 | 0.6886 | 0.4513 | 0.6718 |
416
- | 0.3149 | 10.4286 | 730 | 0.4528 | 0.6027 | 0.4528 | 0.6729 |
417
- | 0.3149 | 10.4571 | 732 | 0.4777 | 0.5779 | 0.4777 | 0.6911 |
418
- | 0.3149 | 10.4857 | 734 | 0.4938 | 0.5779 | 0.4938 | 0.7027 |
419
- | 0.3149 | 10.5143 | 736 | 0.4742 | 0.5301 | 0.4742 | 0.6886 |
420
- | 0.3149 | 10.5429 | 738 | 0.4542 | 0.5493 | 0.4542 | 0.6739 |
421
- | 0.3149 | 10.5714 | 740 | 0.4489 | 0.5600 | 0.4489 | 0.6700 |
422
- | 0.3149 | 10.6 | 742 | 0.4581 | 0.6508 | 0.4581 | 0.6768 |
423
- | 0.3149 | 10.6286 | 744 | 0.4755 | 0.6670 | 0.4755 | 0.6895 |
424
- | 0.3149 | 10.6571 | 746 | 0.4603 | 0.6685 | 0.4603 | 0.6785 |
425
- | 0.3149 | 10.6857 | 748 | 0.4326 | 0.6620 | 0.4326 | 0.6577 |
426
- | 0.3149 | 10.7143 | 750 | 0.4231 | 0.6448 | 0.4231 | 0.6505 |
427
- | 0.3149 | 10.7429 | 752 | 0.4304 | 0.6556 | 0.4304 | 0.6560 |
428
- | 0.3149 | 10.7714 | 754 | 0.4554 | 0.5265 | 0.4554 | 0.6748 |
429
- | 0.3149 | 10.8 | 756 | 0.4654 | 0.5265 | 0.4654 | 0.6822 |
430
- | 0.3149 | 10.8286 | 758 | 0.4580 | 0.5574 | 0.4580 | 0.6768 |
431
- | 0.3149 | 10.8571 | 760 | 0.4512 | 0.6431 | 0.4512 | 0.6717 |
432
- | 0.3149 | 10.8857 | 762 | 0.4617 | 0.5752 | 0.4617 | 0.6795 |
433
- | 0.3149 | 10.9143 | 764 | 0.4905 | 0.5944 | 0.4905 | 0.7003 |
434
- | 0.3149 | 10.9429 | 766 | 0.5072 | 0.5858 | 0.5072 | 0.7121 |
435
- | 0.3149 | 10.9714 | 768 | 0.5288 | 0.5827 | 0.5288 | 0.7272 |
436
- | 0.3149 | 11.0 | 770 | 0.5065 | 0.6038 | 0.5065 | 0.7117 |
437
- | 0.3149 | 11.0286 | 772 | 0.4562 | 0.6318 | 0.4562 | 0.6754 |
438
- | 0.3149 | 11.0571 | 774 | 0.4434 | 0.6300 | 0.4434 | 0.6659 |
439
- | 0.3149 | 11.0857 | 776 | 0.4524 | 0.5752 | 0.4524 | 0.6726 |
440
- | 0.3149 | 11.1143 | 778 | 0.4687 | 0.6105 | 0.4687 | 0.6846 |
441
- | 0.3149 | 11.1429 | 780 | 0.4577 | 0.6187 | 0.4577 | 0.6765 |
442
- | 0.3149 | 11.1714 | 782 | 0.4449 | 0.5631 | 0.4449 | 0.6670 |
443
- | 0.3149 | 11.2 | 784 | 0.4468 | 0.6106 | 0.4468 | 0.6684 |
444
- | 0.3149 | 11.2286 | 786 | 0.4479 | 0.5574 | 0.4479 | 0.6693 |
445
- | 0.3149 | 11.2571 | 788 | 0.4433 | 0.5574 | 0.4433 | 0.6658 |
446
- | 0.3149 | 11.2857 | 790 | 0.4351 | 0.6857 | 0.4351 | 0.6596 |
447
- | 0.3149 | 11.3143 | 792 | 0.4463 | 0.6518 | 0.4463 | 0.6680 |
448
- | 0.3149 | 11.3429 | 794 | 0.4704 | 0.6011 | 0.4704 | 0.6858 |
449
- | 0.3149 | 11.3714 | 796 | 0.4791 | 0.6105 | 0.4791 | 0.6922 |
450
- | 0.3149 | 11.4 | 798 | 0.4809 | 0.5752 | 0.4809 | 0.6935 |
451
- | 0.3149 | 11.4286 | 800 | 0.4696 | 0.5485 | 0.4696 | 0.6853 |
452
- | 0.3149 | 11.4571 | 802 | 0.4733 | 0.4908 | 0.4733 | 0.6879 |
453
- | 0.3149 | 11.4857 | 804 | 0.4690 | 0.4747 | 0.4690 | 0.6848 |
454
- | 0.3149 | 11.5143 | 806 | 0.4553 | 0.4953 | 0.4553 | 0.6748 |
455
- | 0.3149 | 11.5429 | 808 | 0.4423 | 0.5831 | 0.4423 | 0.6651 |
456
- | 0.3149 | 11.5714 | 810 | 0.4304 | 0.5750 | 0.4304 | 0.6560 |
457
- | 0.3149 | 11.6 | 812 | 0.4229 | 0.6667 | 0.4229 | 0.6503 |
458
- | 0.3149 | 11.6286 | 814 | 0.4212 | 0.6667 | 0.4212 | 0.6490 |
459
- | 0.3149 | 11.6571 | 816 | 0.4182 | 0.6673 | 0.4182 | 0.6467 |
460
- | 0.3149 | 11.6857 | 818 | 0.4143 | 0.7154 | 0.4143 | 0.6437 |
461
- | 0.3149 | 11.7143 | 820 | 0.4143 | 0.6736 | 0.4143 | 0.6437 |
462
- | 0.3149 | 11.7429 | 822 | 0.4250 | 0.6032 | 0.4250 | 0.6519 |
463
- | 0.3149 | 11.7714 | 824 | 0.4035 | 0.6542 | 0.4035 | 0.6352 |
464
- | 0.3149 | 11.8 | 826 | 0.4067 | 0.7246 | 0.4067 | 0.6377 |
465
- | 0.3149 | 11.8286 | 828 | 0.4308 | 0.6592 | 0.4308 | 0.6563 |
466
- | 0.3149 | 11.8571 | 830 | 0.4317 | 0.6592 | 0.4317 | 0.6570 |
467
- | 0.3149 | 11.8857 | 832 | 0.4264 | 0.6950 | 0.4264 | 0.6530 |
468
- | 0.3149 | 11.9143 | 834 | 0.4111 | 0.6852 | 0.4111 | 0.6412 |
469
- | 0.3149 | 11.9429 | 836 | 0.4252 | 0.6612 | 0.4252 | 0.6521 |
470
- | 0.3149 | 11.9714 | 838 | 0.4494 | 0.5882 | 0.4494 | 0.6704 |
471
- | 0.3149 | 12.0 | 840 | 0.4846 | 0.5149 | 0.4846 | 0.6961 |
472
- | 0.3149 | 12.0286 | 842 | 0.4841 | 0.5149 | 0.4841 | 0.6958 |
473
- | 0.3149 | 12.0571 | 844 | 0.4519 | 0.6201 | 0.4519 | 0.6723 |
474
- | 0.3149 | 12.0857 | 846 | 0.4418 | 0.6024 | 0.4418 | 0.6647 |
475
- | 0.3149 | 12.1143 | 848 | 0.4442 | 0.5734 | 0.4442 | 0.6665 |
476
- | 0.3149 | 12.1429 | 850 | 0.4449 | 0.5956 | 0.4449 | 0.6670 |
477
- | 0.3149 | 12.1714 | 852 | 0.4485 | 0.5734 | 0.4485 | 0.6697 |
478
- | 0.3149 | 12.2 | 854 | 0.4517 | 0.5734 | 0.4517 | 0.6721 |
479
- | 0.3149 | 12.2286 | 856 | 0.4480 | 0.5734 | 0.4480 | 0.6694 |
480
- | 0.3149 | 12.2571 | 858 | 0.4454 | 0.5750 | 0.4454 | 0.6674 |
481
- | 0.3149 | 12.2857 | 860 | 0.4406 | 0.5750 | 0.4406 | 0.6638 |
482
- | 0.3149 | 12.3143 | 862 | 0.4386 | 0.6542 | 0.4386 | 0.6623 |
483
- | 0.3149 | 12.3429 | 864 | 0.4421 | 0.6993 | 0.4421 | 0.6649 |
484
- | 0.3149 | 12.3714 | 866 | 0.4333 | 0.6730 | 0.4333 | 0.6583 |
485
- | 0.3149 | 12.4 | 868 | 0.4300 | 0.5672 | 0.4300 | 0.6557 |
486
- | 0.3149 | 12.4286 | 870 | 0.4363 | 0.5918 | 0.4363 | 0.6606 |
487
- | 0.3149 | 12.4571 | 872 | 0.4459 | 0.5892 | 0.4459 | 0.6677 |
488
- | 0.3149 | 12.4857 | 874 | 0.4750 | 0.5921 | 0.4750 | 0.6892 |
489
- | 0.3149 | 12.5143 | 876 | 0.4768 | 0.6124 | 0.4768 | 0.6905 |
490
- | 0.3149 | 12.5429 | 878 | 0.4486 | 0.5918 | 0.4486 | 0.6698 |
491
- | 0.3149 | 12.5714 | 880 | 0.4289 | 0.6730 | 0.4289 | 0.6549 |
492
- | 0.3149 | 12.6 | 882 | 0.4408 | 0.6691 | 0.4408 | 0.6639 |
493
- | 0.3149 | 12.6286 | 884 | 0.4466 | 0.6507 | 0.4466 | 0.6682 |
494
- | 0.3149 | 12.6571 | 886 | 0.4369 | 0.6870 | 0.4369 | 0.6610 |
495
- | 0.3149 | 12.6857 | 888 | 0.4190 | 0.6975 | 0.4190 | 0.6473 |
496
- | 0.3149 | 12.7143 | 890 | 0.4216 | 0.6210 | 0.4216 | 0.6493 |
497
- | 0.3149 | 12.7429 | 892 | 0.4329 | 0.6575 | 0.4329 | 0.6579 |
498
- | 0.3149 | 12.7714 | 894 | 0.4205 | 0.6656 | 0.4205 | 0.6485 |
499
- | 0.3149 | 12.8 | 896 | 0.4149 | 0.6827 | 0.4149 | 0.6442 |
500
- | 0.3149 | 12.8286 | 898 | 0.4091 | 0.6904 | 0.4091 | 0.6396 |
501
- | 0.3149 | 12.8571 | 900 | 0.4157 | 0.7085 | 0.4157 | 0.6448 |
502
- | 0.3149 | 12.8857 | 902 | 0.4334 | 0.6620 | 0.4334 | 0.6584 |
503
- | 0.3149 | 12.9143 | 904 | 0.4398 | 0.6414 | 0.4398 | 0.6632 |
504
- | 0.3149 | 12.9429 | 906 | 0.4368 | 0.6620 | 0.4368 | 0.6609 |
505
- | 0.3149 | 12.9714 | 908 | 0.4333 | 0.7044 | 0.4333 | 0.6582 |
506
- | 0.3149 | 13.0 | 910 | 0.4268 | 0.7064 | 0.4268 | 0.6533 |
507
- | 0.3149 | 13.0286 | 912 | 0.4217 | 0.6371 | 0.4217 | 0.6494 |
508
- | 0.3149 | 13.0571 | 914 | 0.4389 | 0.6068 | 0.4389 | 0.6625 |
509
- | 0.3149 | 13.0857 | 916 | 0.4587 | 0.5861 | 0.4587 | 0.6773 |
510
- | 0.3149 | 13.1143 | 918 | 0.4664 | 0.5432 | 0.4664 | 0.6830 |
511
- | 0.3149 | 13.1429 | 920 | 0.4628 | 0.5343 | 0.4628 | 0.6803 |
512
- | 0.3149 | 13.1714 | 922 | 0.4566 | 0.5574 | 0.4566 | 0.6758 |
513
- | 0.3149 | 13.2 | 924 | 0.4542 | 0.6229 | 0.4542 | 0.6739 |
514
- | 0.3149 | 13.2286 | 926 | 0.4622 | 0.6530 | 0.4622 | 0.6799 |
515
- | 0.3149 | 13.2571 | 928 | 0.4718 | 0.6430 | 0.4718 | 0.6869 |
516
- | 0.3149 | 13.2857 | 930 | 0.4677 | 0.5970 | 0.4677 | 0.6839 |
517
- | 0.3149 | 13.3143 | 932 | 0.4466 | 0.6408 | 0.4466 | 0.6682 |
518
- | 0.3149 | 13.3429 | 934 | 0.4508 | 0.6330 | 0.4508 | 0.6714 |
519
- | 0.3149 | 13.3714 | 936 | 0.4622 | 0.6017 | 0.4622 | 0.6798 |
520
- | 0.3149 | 13.4 | 938 | 0.4649 | 0.5584 | 0.4649 | 0.6818 |
521
- | 0.3149 | 13.4286 | 940 | 0.4609 | 0.5584 | 0.4609 | 0.6789 |
522
- | 0.3149 | 13.4571 | 942 | 0.4614 | 0.5815 | 0.4614 | 0.6793 |
523
- | 0.3149 | 13.4857 | 944 | 0.4649 | 0.6807 | 0.4649 | 0.6818 |
524
- | 0.3149 | 13.5143 | 946 | 0.4648 | 0.6616 | 0.4648 | 0.6818 |
525
- | 0.3149 | 13.5429 | 948 | 0.4756 | 0.6599 | 0.4756 | 0.6896 |
526
- | 0.3149 | 13.5714 | 950 | 0.4669 | 0.6313 | 0.4669 | 0.6833 |
527
- | 0.3149 | 13.6 | 952 | 0.4520 | 0.6408 | 0.4520 | 0.6723 |
528
- | 0.3149 | 13.6286 | 954 | 0.4355 | 0.6330 | 0.4355 | 0.6600 |
529
- | 0.3149 | 13.6571 | 956 | 0.4308 | 0.6330 | 0.4308 | 0.6564 |
530
- | 0.3149 | 13.6857 | 958 | 0.4309 | 0.6832 | 0.4309 | 0.6564 |
531
- | 0.3149 | 13.7143 | 960 | 0.4277 | 0.6636 | 0.4277 | 0.6540 |
532
- | 0.3149 | 13.7429 | 962 | 0.4277 | 0.6422 | 0.4277 | 0.6540 |
533
- | 0.3149 | 13.7714 | 964 | 0.4253 | 0.6636 | 0.4253 | 0.6521 |
534
- | 0.3149 | 13.8 | 966 | 0.4232 | 0.6636 | 0.4232 | 0.6506 |
535
- | 0.3149 | 13.8286 | 968 | 0.4248 | 0.6125 | 0.4248 | 0.6518 |
536
- | 0.3149 | 13.8571 | 970 | 0.4241 | 0.6543 | 0.4241 | 0.6512 |
537
- | 0.3149 | 13.8857 | 972 | 0.4284 | 0.6335 | 0.4284 | 0.6545 |
538
- | 0.3149 | 13.9143 | 974 | 0.4271 | 0.6543 | 0.4271 | 0.6535 |
539
- | 0.3149 | 13.9429 | 976 | 0.4251 | 0.6543 | 0.4251 | 0.6520 |
540
- | 0.3149 | 13.9714 | 978 | 0.4263 | 0.6542 | 0.4263 | 0.6529 |
541
- | 0.3149 | 14.0 | 980 | 0.4279 | 0.6623 | 0.4279 | 0.6541 |
542
- | 0.3149 | 14.0286 | 982 | 0.4344 | 0.6880 | 0.4344 | 0.6591 |
543
- | 0.3149 | 14.0571 | 984 | 0.4390 | 0.6787 | 0.4390 | 0.6626 |
544
- | 0.3149 | 14.0857 | 986 | 0.4378 | 0.6950 | 0.4378 | 0.6616 |
545
- | 0.3149 | 14.1143 | 988 | 0.4268 | 0.6645 | 0.4268 | 0.6533 |
546
- | 0.3149 | 14.1429 | 990 | 0.4352 | 0.7052 | 0.4352 | 0.6597 |
547
- | 0.3149 | 14.1714 | 992 | 0.4373 | 0.5702 | 0.4373 | 0.6613 |
548
- | 0.3149 | 14.2 | 994 | 0.4276 | 0.6477 | 0.4276 | 0.6539 |
549
- | 0.3149 | 14.2286 | 996 | 0.4228 | 0.6435 | 0.4228 | 0.6503 |
550
- | 0.3149 | 14.2571 | 998 | 0.4209 | 0.6435 | 0.4209 | 0.6488 |
551
- | 0.0619 | 14.2857 | 1000 | 0.4154 | 0.6636 | 0.4154 | 0.6445 |
552
- | 0.0619 | 14.3143 | 1002 | 0.4117 | 0.6555 | 0.4117 | 0.6416 |
553
- | 0.0619 | 14.3429 | 1004 | 0.4166 | 0.6863 | 0.4166 | 0.6454 |
554
- | 0.0619 | 14.3714 | 1006 | 0.4223 | 0.5960 | 0.4223 | 0.6498 |
555
- | 0.0619 | 14.4 | 1008 | 0.4377 | 0.5747 | 0.4377 | 0.6616 |
556
- | 0.0619 | 14.4286 | 1010 | 0.4401 | 0.5831 | 0.4401 | 0.6634 |
557
- | 0.0619 | 14.4571 | 1012 | 0.4330 | 0.5574 | 0.4330 | 0.6581 |
558
- | 0.0619 | 14.4857 | 1014 | 0.4303 | 0.5798 | 0.4303 | 0.6560 |
559
 
560
 
561
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k15_task7_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_run1_AugV5_k15_task7_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: 0.4776
19
+ - Qwk: 0.4997
20
+ - Mse: 0.4776
21
+ - Rmse: 0.6911
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0267 | 2 | 2.3972 | 0.0052 | 2.3972 | 1.5483 |
53
+ | No log | 0.0533 | 4 | 1.4952 | 0.1453 | 1.4952 | 1.2228 |
54
+ | No log | 0.08 | 6 | 0.7615 | 0.1786 | 0.7615 | 0.8726 |
55
+ | No log | 0.1067 | 8 | 0.9268 | -0.0578 | 0.9268 | 0.9627 |
56
+ | No log | 0.1333 | 10 | 1.0856 | 0.1497 | 1.0856 | 1.0419 |
57
+ | No log | 0.16 | 12 | 0.9720 | 0.2363 | 0.9720 | 0.9859 |
58
+ | No log | 0.1867 | 14 | 0.7444 | 0.1604 | 0.7444 | 0.8628 |
59
+ | No log | 0.2133 | 16 | 1.1475 | 0.1727 | 1.1475 | 1.0712 |
60
+ | No log | 0.24 | 18 | 1.0237 | 0.2516 | 1.0237 | 1.0118 |
61
+ | No log | 0.2667 | 20 | 0.6609 | 0.1365 | 0.6609 | 0.8130 |
62
+ | No log | 0.2933 | 22 | 0.6996 | 0.5311 | 0.6996 | 0.8364 |
63
+ | No log | 0.32 | 24 | 1.0021 | 0.2757 | 1.0021 | 1.0010 |
64
+ | No log | 0.3467 | 26 | 1.0773 | 0.2757 | 1.0773 | 1.0379 |
65
+ | No log | 0.3733 | 28 | 0.8681 | 0.3615 | 0.8681 | 0.9317 |
66
+ | No log | 0.4 | 30 | 0.6617 | 0.3712 | 0.6617 | 0.8134 |
67
+ | No log | 0.4267 | 32 | 0.5734 | 0.3980 | 0.5734 | 0.7573 |
68
+ | No log | 0.4533 | 34 | 0.5486 | 0.2290 | 0.5486 | 0.7407 |
69
+ | No log | 0.48 | 36 | 0.5311 | 0.3318 | 0.5311 | 0.7288 |
70
+ | No log | 0.5067 | 38 | 0.5766 | 0.4351 | 0.5766 | 0.7594 |
71
+ | No log | 0.5333 | 40 | 0.6746 | 0.4466 | 0.6746 | 0.8214 |
72
+ | No log | 0.56 | 42 | 0.6452 | 0.5280 | 0.6452 | 0.8033 |
73
+ | No log | 0.5867 | 44 | 0.5237 | 0.6434 | 0.5237 | 0.7237 |
74
+ | No log | 0.6133 | 46 | 0.5394 | 0.6303 | 0.5394 | 0.7344 |
75
+ | No log | 0.64 | 48 | 0.5891 | 0.5408 | 0.5891 | 0.7675 |
76
+ | No log | 0.6667 | 50 | 0.6271 | 0.5343 | 0.6271 | 0.7919 |
77
+ | No log | 0.6933 | 52 | 0.5115 | 0.5895 | 0.5115 | 0.7152 |
78
+ | No log | 0.72 | 54 | 0.4658 | 0.6970 | 0.4658 | 0.6825 |
79
+ | No log | 0.7467 | 56 | 0.5924 | 0.5351 | 0.5924 | 0.7697 |
80
+ | No log | 0.7733 | 58 | 0.5874 | 0.4898 | 0.5874 | 0.7664 |
81
+ | No log | 0.8 | 60 | 0.6669 | 0.4728 | 0.6669 | 0.8166 |
82
+ | No log | 0.8267 | 62 | 0.5769 | 0.4751 | 0.5769 | 0.7596 |
83
+ | No log | 0.8533 | 64 | 0.5023 | 0.6701 | 0.5023 | 0.7087 |
84
+ | No log | 0.88 | 66 | 0.4773 | 0.6918 | 0.4773 | 0.6909 |
85
+ | No log | 0.9067 | 68 | 0.6577 | 0.5018 | 0.6577 | 0.8110 |
86
+ | No log | 0.9333 | 70 | 0.6941 | 0.4719 | 0.6941 | 0.8331 |
87
+ | No log | 0.96 | 72 | 0.5173 | 0.5919 | 0.5173 | 0.7192 |
88
+ | No log | 0.9867 | 74 | 0.5202 | 0.7102 | 0.5202 | 0.7213 |
89
+ | No log | 1.0133 | 76 | 0.6504 | 0.6013 | 0.6504 | 0.8065 |
90
+ | No log | 1.04 | 78 | 0.5448 | 0.6469 | 0.5448 | 0.7381 |
91
+ | No log | 1.0667 | 80 | 0.5431 | 0.5546 | 0.5431 | 0.7369 |
92
+ | No log | 1.0933 | 82 | 0.6751 | 0.4462 | 0.6751 | 0.8217 |
93
+ | No log | 1.12 | 84 | 0.6324 | 0.4615 | 0.6324 | 0.7952 |
94
+ | No log | 1.1467 | 86 | 0.4483 | 0.6933 | 0.4483 | 0.6696 |
95
+ | No log | 1.1733 | 88 | 0.4508 | 0.6434 | 0.4508 | 0.6714 |
96
+ | No log | 1.2 | 90 | 0.4480 | 0.6817 | 0.4480 | 0.6693 |
97
+ | No log | 1.2267 | 92 | 0.4666 | 0.6773 | 0.4666 | 0.6831 |
98
+ | No log | 1.2533 | 94 | 0.5055 | 0.6712 | 0.5055 | 0.7110 |
99
+ | No log | 1.28 | 96 | 0.4883 | 0.6343 | 0.4883 | 0.6988 |
100
+ | No log | 1.3067 | 98 | 0.4919 | 0.6676 | 0.4919 | 0.7013 |
101
+ | No log | 1.3333 | 100 | 0.6083 | 0.5254 | 0.6083 | 0.7799 |
102
+ | No log | 1.3600 | 102 | 0.6667 | 0.4733 | 0.6667 | 0.8165 |
103
+ | No log | 1.3867 | 104 | 0.5513 | 0.6630 | 0.5513 | 0.7425 |
104
+ | No log | 1.4133 | 106 | 0.5425 | 0.6632 | 0.5425 | 0.7366 |
105
+ | No log | 1.44 | 108 | 0.6629 | 0.5914 | 0.6629 | 0.8142 |
106
+ | No log | 1.4667 | 110 | 0.6411 | 0.5730 | 0.6411 | 0.8007 |
107
+ | No log | 1.4933 | 112 | 0.5300 | 0.5426 | 0.5300 | 0.7280 |
108
+ | No log | 1.52 | 114 | 0.4480 | 0.6229 | 0.4480 | 0.6693 |
109
+ | No log | 1.5467 | 116 | 0.5551 | 0.5560 | 0.5551 | 0.7450 |
110
+ | No log | 1.5733 | 118 | 0.6357 | 0.4939 | 0.6357 | 0.7973 |
111
+ | No log | 1.6 | 120 | 0.5678 | 0.5778 | 0.5678 | 0.7535 |
112
+ | No log | 1.6267 | 122 | 0.4475 | 0.5731 | 0.4475 | 0.6689 |
113
+ | No log | 1.6533 | 124 | 0.4839 | 0.5468 | 0.4839 | 0.6957 |
114
+ | No log | 1.6800 | 126 | 0.4945 | 0.5468 | 0.4945 | 0.7032 |
115
+ | No log | 1.7067 | 128 | 0.4452 | 0.5874 | 0.4452 | 0.6672 |
116
+ | No log | 1.7333 | 130 | 0.5321 | 0.6549 | 0.5321 | 0.7294 |
117
+ | No log | 1.76 | 132 | 0.7013 | 0.5032 | 0.7013 | 0.8374 |
118
+ | No log | 1.7867 | 134 | 0.7414 | 0.4874 | 0.7414 | 0.8610 |
119
+ | No log | 1.8133 | 136 | 0.6236 | 0.5340 | 0.6236 | 0.7897 |
120
+ | No log | 1.8400 | 138 | 0.4678 | 0.6923 | 0.4678 | 0.6840 |
121
+ | No log | 1.8667 | 140 | 0.4820 | 0.6188 | 0.4820 | 0.6943 |
122
+ | No log | 1.8933 | 142 | 0.4745 | 0.5991 | 0.4745 | 0.6889 |
123
+ | No log | 1.92 | 144 | 0.4250 | 0.7022 | 0.4250 | 0.6519 |
124
+ | No log | 1.9467 | 146 | 0.4374 | 0.7062 | 0.4374 | 0.6613 |
125
+ | No log | 1.9733 | 148 | 0.4269 | 0.6827 | 0.4269 | 0.6534 |
126
+ | No log | 2.0 | 150 | 0.4426 | 0.6735 | 0.4426 | 0.6652 |
127
+ | No log | 2.0267 | 152 | 0.4676 | 0.6434 | 0.4676 | 0.6838 |
128
+ | No log | 2.0533 | 154 | 0.5176 | 0.6620 | 0.5176 | 0.7194 |
129
+ | No log | 2.08 | 156 | 0.5141 | 0.6607 | 0.5141 | 0.7170 |
130
+ | No log | 2.1067 | 158 | 0.4840 | 0.6434 | 0.4840 | 0.6957 |
131
+ | No log | 2.1333 | 160 | 0.4890 | 0.6643 | 0.4890 | 0.6993 |
132
+ | No log | 2.16 | 162 | 0.4683 | 0.7004 | 0.4683 | 0.6843 |
133
+ | No log | 2.1867 | 164 | 0.4825 | 0.7192 | 0.4825 | 0.6946 |
134
+ | No log | 2.2133 | 166 | 0.4647 | 0.6943 | 0.4647 | 0.6817 |
135
+ | No log | 2.24 | 168 | 0.4515 | 0.6830 | 0.4515 | 0.6720 |
136
+ | No log | 2.2667 | 170 | 0.4508 | 0.6830 | 0.4508 | 0.6714 |
137
+ | No log | 2.2933 | 172 | 0.4593 | 0.6678 | 0.4593 | 0.6777 |
138
+ | No log | 2.32 | 174 | 0.4963 | 0.6537 | 0.4963 | 0.7045 |
139
+ | No log | 2.3467 | 176 | 0.4729 | 0.7041 | 0.4729 | 0.6876 |
140
+ | No log | 2.3733 | 178 | 0.4659 | 0.6806 | 0.4659 | 0.6825 |
141
+ | No log | 2.4 | 180 | 0.4659 | 0.6806 | 0.4659 | 0.6825 |
142
+ | No log | 2.4267 | 182 | 0.4795 | 0.6960 | 0.4795 | 0.6925 |
143
+ | No log | 2.4533 | 184 | 0.4928 | 0.6526 | 0.4928 | 0.7020 |
144
+ | No log | 2.48 | 186 | 0.5679 | 0.4756 | 0.5679 | 0.7536 |
145
+ | No log | 2.5067 | 188 | 0.5027 | 0.6804 | 0.5027 | 0.7090 |
146
+ | No log | 2.5333 | 190 | 0.4570 | 0.6443 | 0.4570 | 0.6760 |
147
+ | No log | 2.56 | 192 | 0.5010 | 0.5157 | 0.5010 | 0.7078 |
148
+ | No log | 2.5867 | 194 | 0.4762 | 0.5157 | 0.4762 | 0.6900 |
149
+ | No log | 2.6133 | 196 | 0.4392 | 0.7218 | 0.4392 | 0.6628 |
150
+ | No log | 2.64 | 198 | 0.4916 | 0.6379 | 0.4916 | 0.7012 |
151
+ | No log | 2.6667 | 200 | 0.4630 | 0.6613 | 0.4630 | 0.6804 |
152
+ | No log | 2.6933 | 202 | 0.4752 | 0.6806 | 0.4752 | 0.6893 |
153
+ | No log | 2.7200 | 204 | 0.5170 | 0.6633 | 0.5170 | 0.7190 |
154
+ | No log | 2.7467 | 206 | 0.5298 | 0.6805 | 0.5298 | 0.7279 |
155
+ | No log | 2.7733 | 208 | 0.5476 | 0.6796 | 0.5476 | 0.7400 |
156
+ | No log | 2.8 | 210 | 0.6337 | 0.5988 | 0.6337 | 0.7961 |
157
+ | No log | 2.8267 | 212 | 0.6463 | 0.5448 | 0.6463 | 0.8040 |
158
+ | No log | 2.8533 | 214 | 0.5315 | 0.6063 | 0.5315 | 0.7291 |
159
+ | No log | 2.88 | 216 | 0.4840 | 0.6279 | 0.4840 | 0.6957 |
160
+ | No log | 2.9067 | 218 | 0.5190 | 0.5895 | 0.5190 | 0.7204 |
161
+ | No log | 2.9333 | 220 | 0.4825 | 0.6770 | 0.4825 | 0.6946 |
162
+ | No log | 2.96 | 222 | 0.5183 | 0.5801 | 0.5183 | 0.7199 |
163
+ | No log | 2.9867 | 224 | 0.5727 | 0.5484 | 0.5727 | 0.7568 |
164
+ | No log | 3.0133 | 226 | 0.5051 | 0.6150 | 0.5051 | 0.7107 |
165
+ | No log | 3.04 | 228 | 0.4749 | 0.6282 | 0.4749 | 0.6891 |
166
+ | No log | 3.0667 | 230 | 0.5360 | 0.5513 | 0.5360 | 0.7321 |
167
+ | No log | 3.0933 | 232 | 0.5280 | 0.5947 | 0.5280 | 0.7267 |
168
+ | No log | 3.12 | 234 | 0.4658 | 0.6053 | 0.4658 | 0.6825 |
169
+ | No log | 3.1467 | 236 | 0.5020 | 0.5712 | 0.5020 | 0.7085 |
170
+ | No log | 3.1733 | 238 | 0.6409 | 0.4382 | 0.6409 | 0.8006 |
171
+ | No log | 3.2 | 240 | 0.6435 | 0.4102 | 0.6435 | 0.8022 |
172
+ | No log | 3.2267 | 242 | 0.5299 | 0.4664 | 0.5299 | 0.7280 |
173
+ | No log | 3.2533 | 244 | 0.4357 | 0.6395 | 0.4357 | 0.6601 |
174
+ | No log | 3.2800 | 246 | 0.4300 | 0.7164 | 0.4300 | 0.6558 |
175
+ | No log | 3.3067 | 248 | 0.4367 | 0.7328 | 0.4367 | 0.6608 |
176
+ | No log | 3.3333 | 250 | 0.4437 | 0.7245 | 0.4437 | 0.6661 |
177
+ | No log | 3.36 | 252 | 0.4765 | 0.7330 | 0.4765 | 0.6903 |
178
+ | No log | 3.3867 | 254 | 0.4636 | 0.7593 | 0.4636 | 0.6809 |
179
+ | No log | 3.4133 | 256 | 0.4993 | 0.5931 | 0.4993 | 0.7066 |
180
+ | No log | 3.44 | 258 | 0.5618 | 0.5139 | 0.5618 | 0.7495 |
181
+ | No log | 3.4667 | 260 | 0.4914 | 0.6303 | 0.4914 | 0.7010 |
182
+ | No log | 3.4933 | 262 | 0.4198 | 0.7227 | 0.4198 | 0.6479 |
183
+ | No log | 3.52 | 264 | 0.3918 | 0.7033 | 0.3918 | 0.6259 |
184
+ | No log | 3.5467 | 266 | 0.4505 | 0.5741 | 0.4505 | 0.6712 |
185
+ | No log | 3.5733 | 268 | 0.4524 | 0.5528 | 0.4524 | 0.6726 |
186
+ | No log | 3.6 | 270 | 0.4088 | 0.6624 | 0.4088 | 0.6394 |
187
+ | No log | 3.6267 | 272 | 0.4198 | 0.6344 | 0.4198 | 0.6479 |
188
+ | No log | 3.6533 | 274 | 0.4165 | 0.6843 | 0.4165 | 0.6454 |
189
+ | No log | 3.68 | 276 | 0.4078 | 0.6736 | 0.4078 | 0.6386 |
190
+ | No log | 3.7067 | 278 | 0.4130 | 0.6935 | 0.4130 | 0.6426 |
191
+ | No log | 3.7333 | 280 | 0.4297 | 0.7273 | 0.4297 | 0.6555 |
192
+ | No log | 3.76 | 282 | 0.4757 | 0.6712 | 0.4757 | 0.6897 |
193
+ | No log | 3.7867 | 284 | 0.5829 | 0.6462 | 0.5829 | 0.7635 |
194
+ | No log | 3.8133 | 286 | 0.5860 | 0.6106 | 0.5860 | 0.7655 |
195
+ | No log | 3.84 | 288 | 0.5182 | 0.6855 | 0.5182 | 0.7199 |
196
+ | No log | 3.8667 | 290 | 0.4829 | 0.7139 | 0.4829 | 0.6949 |
197
+ | No log | 3.8933 | 292 | 0.4605 | 0.7254 | 0.4605 | 0.6786 |
198
+ | No log | 3.92 | 294 | 0.4480 | 0.6443 | 0.4480 | 0.6694 |
199
+ | No log | 3.9467 | 296 | 0.4522 | 0.6326 | 0.4522 | 0.6725 |
200
+ | No log | 3.9733 | 298 | 0.4411 | 0.6326 | 0.4411 | 0.6641 |
201
+ | No log | 4.0 | 300 | 0.4550 | 0.6018 | 0.4550 | 0.6746 |
202
+ | No log | 4.0267 | 302 | 0.4239 | 0.6639 | 0.4239 | 0.6511 |
203
+ | No log | 4.0533 | 304 | 0.4207 | 0.6837 | 0.4207 | 0.6486 |
204
+ | No log | 4.08 | 306 | 0.4605 | 0.6888 | 0.4605 | 0.6786 |
205
+ | No log | 4.1067 | 308 | 0.5528 | 0.6116 | 0.5528 | 0.7435 |
206
+ | No log | 4.1333 | 310 | 0.6557 | 0.6085 | 0.6557 | 0.8098 |
207
+ | No log | 4.16 | 312 | 0.6225 | 0.6056 | 0.6225 | 0.7890 |
208
+ | No log | 4.1867 | 314 | 0.5368 | 0.6015 | 0.5368 | 0.7327 |
209
+ | No log | 4.2133 | 316 | 0.4767 | 0.6275 | 0.4767 | 0.6905 |
210
+ | No log | 4.24 | 318 | 0.4494 | 0.6753 | 0.4494 | 0.6703 |
211
+ | No log | 4.2667 | 320 | 0.4408 | 0.6741 | 0.4408 | 0.6640 |
212
+ | No log | 4.2933 | 322 | 0.4619 | 0.6228 | 0.4619 | 0.6796 |
213
+ | No log | 4.32 | 324 | 0.5418 | 0.5014 | 0.5418 | 0.7361 |
214
+ | No log | 4.3467 | 326 | 0.5379 | 0.5574 | 0.5379 | 0.7334 |
215
+ | No log | 4.3733 | 328 | 0.4749 | 0.5886 | 0.4749 | 0.6892 |
216
+ | No log | 4.4 | 330 | 0.4526 | 0.6443 | 0.4526 | 0.6727 |
217
+ | No log | 4.4267 | 332 | 0.4590 | 0.6326 | 0.4590 | 0.6775 |
218
+ | No log | 4.4533 | 334 | 0.4554 | 0.6115 | 0.4554 | 0.6748 |
219
+ | No log | 4.48 | 336 | 0.4474 | 0.6115 | 0.4474 | 0.6689 |
220
+ | No log | 4.5067 | 338 | 0.4506 | 0.6957 | 0.4506 | 0.6713 |
221
+ | No log | 4.5333 | 340 | 0.4426 | 0.7032 | 0.4426 | 0.6653 |
222
+ | No log | 4.5600 | 342 | 0.4370 | 0.7032 | 0.4370 | 0.6610 |
223
+ | No log | 4.5867 | 344 | 0.4307 | 0.6854 | 0.4307 | 0.6563 |
224
+ | No log | 4.6133 | 346 | 0.4284 | 0.6745 | 0.4284 | 0.6545 |
225
+ | No log | 4.64 | 348 | 0.4188 | 0.6953 | 0.4188 | 0.6472 |
226
+ | No log | 4.6667 | 350 | 0.4122 | 0.6843 | 0.4122 | 0.6420 |
227
+ | No log | 4.6933 | 352 | 0.4156 | 0.6632 | 0.4156 | 0.6447 |
228
+ | No log | 4.72 | 354 | 0.4168 | 0.6807 | 0.4168 | 0.6456 |
229
+ | No log | 4.7467 | 356 | 0.4044 | 0.7173 | 0.4044 | 0.6359 |
230
+ | No log | 4.7733 | 358 | 0.4035 | 0.6919 | 0.4035 | 0.6352 |
231
+ | No log | 4.8 | 360 | 0.3962 | 0.7389 | 0.3962 | 0.6295 |
232
+ | No log | 4.8267 | 362 | 0.4041 | 0.7236 | 0.4041 | 0.6357 |
233
+ | No log | 4.8533 | 364 | 0.3999 | 0.7433 | 0.3999 | 0.6324 |
234
+ | No log | 4.88 | 366 | 0.3972 | 0.7424 | 0.3972 | 0.6303 |
235
+ | No log | 4.9067 | 368 | 0.3999 | 0.7536 | 0.3999 | 0.6324 |
236
+ | No log | 4.9333 | 370 | 0.4099 | 0.6873 | 0.4099 | 0.6402 |
237
+ | No log | 4.96 | 372 | 0.4053 | 0.7064 | 0.4053 | 0.6366 |
238
+ | No log | 4.9867 | 374 | 0.4060 | 0.7064 | 0.4060 | 0.6371 |
239
+ | No log | 5.0133 | 376 | 0.4148 | 0.7064 | 0.4148 | 0.6441 |
240
+ | No log | 5.04 | 378 | 0.4115 | 0.6448 | 0.4115 | 0.6415 |
241
+ | No log | 5.0667 | 380 | 0.4185 | 0.6184 | 0.4185 | 0.6469 |
242
+ | No log | 5.0933 | 382 | 0.4226 | 0.6937 | 0.4226 | 0.6500 |
243
+ | No log | 5.12 | 384 | 0.4215 | 0.6708 | 0.4215 | 0.6493 |
244
+ | No log | 5.1467 | 386 | 0.4079 | 0.7033 | 0.4079 | 0.6387 |
245
+ | No log | 5.1733 | 388 | 0.3970 | 0.7033 | 0.3970 | 0.6301 |
246
+ | No log | 5.2 | 390 | 0.3942 | 0.7033 | 0.3942 | 0.6279 |
247
+ | No log | 5.2267 | 392 | 0.4011 | 0.7033 | 0.4011 | 0.6333 |
248
+ | No log | 5.2533 | 394 | 0.4232 | 0.6914 | 0.4232 | 0.6506 |
249
+ | No log | 5.28 | 396 | 0.4057 | 0.7033 | 0.4057 | 0.6370 |
250
+ | No log | 5.3067 | 398 | 0.4006 | 0.7033 | 0.4006 | 0.6329 |
251
+ | No log | 5.3333 | 400 | 0.4015 | 0.7479 | 0.4015 | 0.6337 |
252
+ | No log | 5.36 | 402 | 0.3940 | 0.7389 | 0.3940 | 0.6277 |
253
+ | No log | 5.3867 | 404 | 0.3944 | 0.7467 | 0.3944 | 0.6281 |
254
+ | No log | 5.4133 | 406 | 0.3872 | 0.7227 | 0.3872 | 0.6223 |
255
+ | No log | 5.44 | 408 | 0.3737 | 0.7424 | 0.3737 | 0.6113 |
256
+ | No log | 5.4667 | 410 | 0.3708 | 0.7424 | 0.3708 | 0.6090 |
257
+ | No log | 5.4933 | 412 | 0.3675 | 0.7339 | 0.3675 | 0.6062 |
258
+ | No log | 5.52 | 414 | 0.3808 | 0.6832 | 0.3808 | 0.6171 |
259
+ | No log | 5.5467 | 416 | 0.4047 | 0.5980 | 0.4047 | 0.6361 |
260
+ | No log | 5.5733 | 418 | 0.4202 | 0.5882 | 0.4202 | 0.6482 |
261
+ | No log | 5.6 | 420 | 0.4150 | 0.6101 | 0.4150 | 0.6442 |
262
+ | No log | 5.6267 | 422 | 0.3928 | 0.6326 | 0.3928 | 0.6268 |
263
+ | No log | 5.6533 | 424 | 0.3703 | 0.7339 | 0.3703 | 0.6085 |
264
+ | No log | 5.68 | 426 | 0.4073 | 0.6880 | 0.4073 | 0.6382 |
265
+ | No log | 5.7067 | 428 | 0.4115 | 0.7227 | 0.4115 | 0.6415 |
266
+ | No log | 5.7333 | 430 | 0.3840 | 0.7218 | 0.3840 | 0.6197 |
267
+ | No log | 5.76 | 432 | 0.4030 | 0.6993 | 0.4030 | 0.6348 |
268
+ | No log | 5.7867 | 434 | 0.3914 | 0.6727 | 0.3914 | 0.6256 |
269
+ | No log | 5.8133 | 436 | 0.3817 | 0.7118 | 0.3817 | 0.6178 |
270
+ | No log | 5.84 | 438 | 0.3803 | 0.7237 | 0.3803 | 0.6167 |
271
+ | No log | 5.8667 | 440 | 0.4114 | 0.6690 | 0.4114 | 0.6414 |
272
+ | No log | 5.8933 | 442 | 0.4493 | 0.6701 | 0.4493 | 0.6703 |
273
+ | No log | 5.92 | 444 | 0.4221 | 0.6257 | 0.4221 | 0.6497 |
274
+ | No log | 5.9467 | 446 | 0.4021 | 0.6140 | 0.4021 | 0.6341 |
275
+ | No log | 5.9733 | 448 | 0.4139 | 0.6243 | 0.4139 | 0.6433 |
276
+ | No log | 6.0 | 450 | 0.4166 | 0.5782 | 0.4166 | 0.6455 |
277
+ | No log | 6.0267 | 452 | 0.4240 | 0.5782 | 0.4240 | 0.6512 |
278
+ | No log | 6.0533 | 454 | 0.4315 | 0.5556 | 0.4315 | 0.6569 |
279
+ | No log | 6.08 | 456 | 0.4170 | 0.6422 | 0.4170 | 0.6458 |
280
+ | No log | 6.1067 | 458 | 0.4195 | 0.6517 | 0.4195 | 0.6477 |
281
+ | No log | 6.1333 | 460 | 0.4130 | 0.6632 | 0.4130 | 0.6426 |
282
+ | No log | 6.16 | 462 | 0.4134 | 0.6939 | 0.4134 | 0.6430 |
283
+ | No log | 6.1867 | 464 | 0.4158 | 0.6672 | 0.4158 | 0.6448 |
284
+ | No log | 6.2133 | 466 | 0.4071 | 0.6929 | 0.4071 | 0.6381 |
285
+ | No log | 6.24 | 468 | 0.4354 | 0.6414 | 0.4354 | 0.6599 |
286
+ | No log | 6.2667 | 470 | 0.5120 | 0.5802 | 0.5120 | 0.7155 |
287
+ | No log | 6.2933 | 472 | 0.5912 | 0.5065 | 0.5912 | 0.7689 |
288
+ | No log | 6.32 | 474 | 0.6070 | 0.5131 | 0.6070 | 0.7791 |
289
+ | No log | 6.3467 | 476 | 0.5309 | 0.5131 | 0.5309 | 0.7286 |
290
+ | No log | 6.3733 | 478 | 0.4097 | 0.6414 | 0.4097 | 0.6401 |
291
+ | No log | 6.4 | 480 | 0.3857 | 0.6950 | 0.3857 | 0.6211 |
292
+ | No log | 6.4267 | 482 | 0.4210 | 0.6970 | 0.4210 | 0.6488 |
293
+ | No log | 6.4533 | 484 | 0.4114 | 0.6970 | 0.4114 | 0.6414 |
294
+ | No log | 6.48 | 486 | 0.3924 | 0.7432 | 0.3924 | 0.6264 |
295
+ | No log | 6.5067 | 488 | 0.4129 | 0.7424 | 0.4129 | 0.6425 |
296
+ | No log | 6.5333 | 490 | 0.4323 | 0.6968 | 0.4323 | 0.6575 |
297
+ | No log | 6.5600 | 492 | 0.4735 | 0.6441 | 0.4735 | 0.6881 |
298
+ | No log | 6.5867 | 494 | 0.4581 | 0.6434 | 0.4581 | 0.6768 |
299
+ | No log | 6.6133 | 496 | 0.4327 | 0.6530 | 0.4327 | 0.6578 |
300
+ | No log | 6.64 | 498 | 0.3847 | 0.7306 | 0.3847 | 0.6202 |
301
+ | 0.2988 | 6.6667 | 500 | 0.3984 | 0.6667 | 0.3984 | 0.6312 |
302
+ | 0.2988 | 6.6933 | 502 | 0.4303 | 0.6295 | 0.4303 | 0.6560 |
303
+ | 0.2988 | 6.72 | 504 | 0.4354 | 0.6082 | 0.4354 | 0.6598 |
304
+ | 0.2988 | 6.7467 | 506 | 0.4145 | 0.6229 | 0.4145 | 0.6438 |
305
+ | 0.2988 | 6.7733 | 508 | 0.4117 | 0.6045 | 0.4117 | 0.6416 |
306
+ | 0.2988 | 6.8 | 510 | 0.4776 | 0.4997 | 0.4776 | 0.6911 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions