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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_task5_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6899
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- - Qwk: 0.5032
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- - Mse: 0.6899
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- - Rmse: 0.8306
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  ## Model description
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@@ -49,261 +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 | 0.0714 | 2 | 3.8281 | -0.0106 | 3.8281 | 1.9566 |
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- | No log | 0.1429 | 4 | 1.8621 | 0.0123 | 1.8621 | 1.3646 |
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- | No log | 0.2143 | 6 | 1.2259 | 0.1576 | 1.2259 | 1.1072 |
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- | No log | 0.2857 | 8 | 1.0504 | 0.2991 | 1.0504 | 1.0249 |
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- | No log | 0.3571 | 10 | 1.0613 | 0.2441 | 1.0613 | 1.0302 |
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- | No log | 0.4286 | 12 | 1.1457 | 0.1821 | 1.1457 | 1.0704 |
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- | No log | 0.5 | 14 | 1.1714 | 0.1848 | 1.1714 | 1.0823 |
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- | No log | 0.5714 | 16 | 1.0734 | 0.2467 | 1.0734 | 1.0361 |
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- | No log | 0.6429 | 18 | 1.0366 | 0.1233 | 1.0366 | 1.0182 |
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- | No log | 0.7143 | 20 | 1.0719 | 0.0981 | 1.0719 | 1.0353 |
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- | No log | 0.7857 | 22 | 1.1265 | 0.1321 | 1.1265 | 1.0614 |
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- | No log | 0.8571 | 24 | 1.1238 | 0.1107 | 1.1238 | 1.0601 |
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- | No log | 0.9286 | 26 | 1.0749 | 0.1131 | 1.0749 | 1.0368 |
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- | No log | 1.0 | 28 | 1.2506 | 0.1711 | 1.2506 | 1.1183 |
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- | No log | 1.0714 | 30 | 1.7667 | 0.0057 | 1.7667 | 1.3292 |
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- | No log | 1.1429 | 32 | 1.7460 | -0.0321 | 1.7460 | 1.3213 |
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- | No log | 1.2143 | 34 | 1.3730 | 0.0613 | 1.3730 | 1.1717 |
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- | No log | 1.2857 | 36 | 1.0829 | 0.2611 | 1.0829 | 1.0406 |
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- | No log | 1.3571 | 38 | 0.9910 | 0.2523 | 0.9910 | 0.9955 |
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- | No log | 1.4286 | 40 | 1.0842 | 0.2632 | 1.0842 | 1.0413 |
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- | No log | 1.5 | 42 | 1.0750 | 0.2569 | 1.0750 | 1.0368 |
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- | No log | 1.5714 | 44 | 1.1568 | 0.1698 | 1.1568 | 1.0755 |
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- | No log | 1.6429 | 46 | 1.5514 | -0.0256 | 1.5514 | 1.2455 |
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- | No log | 1.7143 | 48 | 1.7968 | -0.0508 | 1.7968 | 1.3404 |
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- | No log | 1.7857 | 50 | 1.6861 | -0.0078 | 1.6861 | 1.2985 |
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- | No log | 1.8571 | 52 | 1.4247 | -0.0148 | 1.4247 | 1.1936 |
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- | No log | 1.9286 | 54 | 1.1175 | 0.1618 | 1.1175 | 1.0571 |
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- | No log | 2.0 | 56 | 0.8767 | 0.4803 | 0.8767 | 0.9363 |
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- | No log | 2.0714 | 58 | 0.8822 | 0.2499 | 0.8822 | 0.9393 |
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- | No log | 2.1429 | 60 | 0.8756 | 0.2474 | 0.8756 | 0.9357 |
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- | No log | 2.2143 | 62 | 0.8307 | 0.3902 | 0.8307 | 0.9114 |
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- | No log | 2.2857 | 64 | 0.8417 | 0.5564 | 0.8417 | 0.9175 |
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- | No log | 2.3571 | 66 | 0.8686 | 0.3954 | 0.8686 | 0.9320 |
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- | No log | 2.4286 | 68 | 0.8318 | 0.4347 | 0.8318 | 0.9121 |
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- | No log | 2.5 | 70 | 0.7543 | 0.5288 | 0.7543 | 0.8685 |
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- | No log | 2.5714 | 72 | 0.7009 | 0.6014 | 0.7009 | 0.8372 |
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- | No log | 2.6429 | 74 | 0.6956 | 0.5319 | 0.6956 | 0.8340 |
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- | No log | 2.7143 | 76 | 0.7105 | 0.5630 | 0.7105 | 0.8429 |
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- | No log | 2.7857 | 78 | 0.7096 | 0.5491 | 0.7096 | 0.8424 |
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- | No log | 2.8571 | 80 | 0.6430 | 0.6349 | 0.6430 | 0.8019 |
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- | No log | 2.9286 | 82 | 0.7224 | 0.5098 | 0.7224 | 0.8499 |
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- | No log | 3.0 | 84 | 0.8416 | 0.3793 | 0.8416 | 0.9174 |
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- | No log | 3.0714 | 86 | 0.8019 | 0.4389 | 0.8019 | 0.8955 |
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- | No log | 3.1429 | 88 | 0.6795 | 0.5432 | 0.6795 | 0.8243 |
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- | No log | 3.2143 | 90 | 0.7131 | 0.5927 | 0.7131 | 0.8445 |
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- | No log | 3.2857 | 92 | 0.8921 | 0.4435 | 0.8921 | 0.9445 |
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- | No log | 3.3571 | 94 | 0.9213 | 0.4087 | 0.9213 | 0.9598 |
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- | No log | 3.4286 | 96 | 0.7709 | 0.5579 | 0.7709 | 0.8780 |
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- | No log | 3.5 | 98 | 0.6734 | 0.5634 | 0.6734 | 0.8206 |
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- | No log | 3.5714 | 100 | 0.6619 | 0.5475 | 0.6619 | 0.8136 |
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- | No log | 3.6429 | 102 | 0.6536 | 0.5785 | 0.6536 | 0.8084 |
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- | No log | 3.7143 | 104 | 0.7054 | 0.5048 | 0.7054 | 0.8399 |
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- | No log | 3.7857 | 106 | 0.7607 | 0.5220 | 0.7607 | 0.8722 |
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- | No log | 3.8571 | 108 | 0.7140 | 0.5864 | 0.7140 | 0.8450 |
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- | No log | 3.9286 | 110 | 0.6957 | 0.4944 | 0.6957 | 0.8341 |
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- | No log | 4.0 | 112 | 0.7336 | 0.3793 | 0.7336 | 0.8565 |
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- | No log | 4.0714 | 114 | 0.7084 | 0.4450 | 0.7084 | 0.8417 |
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- | No log | 4.1429 | 116 | 0.6742 | 0.5989 | 0.6742 | 0.8211 |
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- | No log | 4.2143 | 118 | 0.6631 | 0.5960 | 0.6631 | 0.8143 |
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- | No log | 4.2857 | 120 | 0.6597 | 0.5597 | 0.6597 | 0.8122 |
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- | No log | 4.3571 | 122 | 0.6727 | 0.5759 | 0.6727 | 0.8202 |
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- | No log | 4.4286 | 124 | 0.6772 | 0.5983 | 0.6772 | 0.8229 |
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- | No log | 4.5 | 126 | 0.6782 | 0.5610 | 0.6782 | 0.8235 |
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- | No log | 4.5714 | 128 | 0.7013 | 0.5305 | 0.7013 | 0.8374 |
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- | No log | 4.6429 | 130 | 0.7268 | 0.5039 | 0.7268 | 0.8525 |
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- | No log | 4.7143 | 132 | 0.6865 | 0.5810 | 0.6865 | 0.8286 |
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- | No log | 4.7857 | 134 | 0.6714 | 0.5747 | 0.6714 | 0.8194 |
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- | No log | 4.8571 | 136 | 0.6721 | 0.5747 | 0.6721 | 0.8198 |
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- | No log | 4.9286 | 138 | 0.6652 | 0.5735 | 0.6652 | 0.8156 |
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- | No log | 5.0 | 140 | 0.6657 | 0.5949 | 0.6657 | 0.8159 |
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- | No log | 5.0714 | 142 | 0.6910 | 0.5078 | 0.6910 | 0.8313 |
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- | No log | 5.1429 | 144 | 0.6987 | 0.5078 | 0.6987 | 0.8359 |
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- | No log | 5.2143 | 146 | 0.6782 | 0.4914 | 0.6782 | 0.8235 |
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- | No log | 5.2857 | 148 | 0.6768 | 0.5575 | 0.6768 | 0.8227 |
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- | No log | 5.3571 | 150 | 0.6506 | 0.6602 | 0.6506 | 0.8066 |
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- | No log | 5.4286 | 152 | 0.6534 | 0.6368 | 0.6534 | 0.8083 |
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- | No log | 5.5 | 154 | 0.6782 | 0.5862 | 0.6782 | 0.8235 |
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- | No log | 5.5714 | 156 | 0.6262 | 0.6733 | 0.6262 | 0.7914 |
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- | No log | 5.6429 | 158 | 0.6034 | 0.6796 | 0.6034 | 0.7768 |
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- | No log | 5.7143 | 160 | 0.6007 | 0.5983 | 0.6007 | 0.7750 |
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- | No log | 5.7857 | 162 | 0.6183 | 0.5679 | 0.6183 | 0.7863 |
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- | No log | 5.8571 | 164 | 0.6025 | 0.6597 | 0.6025 | 0.7762 |
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- | No log | 5.9286 | 166 | 0.6609 | 0.6071 | 0.6609 | 0.8130 |
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- | No log | 6.0 | 168 | 0.6005 | 0.6025 | 0.6005 | 0.7749 |
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- | No log | 6.0714 | 170 | 0.5419 | 0.6296 | 0.5419 | 0.7361 |
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- | No log | 6.1429 | 172 | 0.5810 | 0.6935 | 0.5810 | 0.7623 |
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- | No log | 6.2143 | 174 | 0.5583 | 0.6786 | 0.5583 | 0.7472 |
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- | No log | 6.2857 | 176 | 0.5616 | 0.6728 | 0.5616 | 0.7494 |
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- | No log | 6.3571 | 178 | 0.5749 | 0.6360 | 0.5749 | 0.7582 |
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- | No log | 6.4286 | 180 | 0.6095 | 0.6447 | 0.6095 | 0.7807 |
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- | No log | 6.5 | 182 | 0.7195 | 0.5377 | 0.7195 | 0.8482 |
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- | No log | 6.5714 | 184 | 0.6956 | 0.5924 | 0.6956 | 0.8340 |
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- | No log | 6.6429 | 186 | 0.6012 | 0.6249 | 0.6012 | 0.7754 |
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- | No log | 6.7143 | 188 | 0.6980 | 0.5647 | 0.6980 | 0.8355 |
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- | No log | 6.7857 | 190 | 0.6909 | 0.5842 | 0.6909 | 0.8312 |
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- | No log | 6.8571 | 192 | 0.6512 | 0.6675 | 0.6512 | 0.8070 |
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- | No log | 6.9286 | 194 | 0.8101 | 0.5179 | 0.8101 | 0.9000 |
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- | No log | 7.0 | 196 | 0.9329 | 0.4740 | 0.9329 | 0.9659 |
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- | No log | 7.0714 | 198 | 0.8520 | 0.4826 | 0.8520 | 0.9231 |
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- | No log | 7.1429 | 200 | 0.6294 | 0.6729 | 0.6294 | 0.7933 |
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- | No log | 7.2143 | 202 | 0.6190 | 0.6266 | 0.6190 | 0.7868 |
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- | No log | 7.2857 | 204 | 0.6407 | 0.5864 | 0.6407 | 0.8005 |
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- | No log | 7.3571 | 206 | 0.5968 | 0.6209 | 0.5968 | 0.7725 |
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- | No log | 7.4286 | 208 | 0.6147 | 0.5644 | 0.6147 | 0.7840 |
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- | No log | 7.5 | 210 | 0.6271 | 0.5759 | 0.6271 | 0.7919 |
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- | No log | 7.5714 | 212 | 0.6777 | 0.5728 | 0.6777 | 0.8232 |
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- | No log | 7.6429 | 214 | 0.7219 | 0.5725 | 0.7219 | 0.8496 |
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- | No log | 7.7143 | 216 | 0.6983 | 0.5842 | 0.6983 | 0.8356 |
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- | No log | 7.7857 | 218 | 0.6354 | 0.5944 | 0.6354 | 0.7971 |
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- | No log | 7.8571 | 220 | 0.6611 | 0.6508 | 0.6611 | 0.8131 |
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- | No log | 7.9286 | 222 | 0.6996 | 0.6654 | 0.6996 | 0.8364 |
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- | No log | 8.0 | 224 | 0.6671 | 0.6535 | 0.6671 | 0.8167 |
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- | No log | 8.0714 | 226 | 0.6584 | 0.5688 | 0.6584 | 0.8114 |
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- | No log | 8.1429 | 228 | 0.8005 | 0.5675 | 0.8005 | 0.8947 |
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- | No log | 8.2143 | 230 | 0.8793 | 0.4667 | 0.8793 | 0.9377 |
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- | No log | 8.2857 | 232 | 0.7990 | 0.5051 | 0.7990 | 0.8939 |
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- | No log | 8.3571 | 234 | 0.7228 | 0.5334 | 0.7228 | 0.8502 |
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- | No log | 8.4286 | 236 | 0.6953 | 0.5332 | 0.6953 | 0.8338 |
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- | No log | 8.5 | 238 | 0.7002 | 0.4829 | 0.7002 | 0.8368 |
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- | No log | 8.5714 | 240 | 0.6701 | 0.5859 | 0.6701 | 0.8186 |
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- | No log | 8.6429 | 242 | 0.6933 | 0.5634 | 0.6933 | 0.8327 |
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- | No log | 8.7143 | 244 | 0.7128 | 0.5833 | 0.7128 | 0.8443 |
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- | No log | 8.7857 | 246 | 0.7387 | 0.5595 | 0.7387 | 0.8595 |
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- | No log | 8.8571 | 248 | 0.6865 | 0.5565 | 0.6865 | 0.8286 |
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- | No log | 8.9286 | 250 | 0.6947 | 0.4675 | 0.6947 | 0.8335 |
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- | No log | 9.0 | 252 | 0.7266 | 0.5093 | 0.7266 | 0.8524 |
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- | No log | 9.0714 | 254 | 0.7493 | 0.4864 | 0.7493 | 0.8656 |
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- | No log | 9.1429 | 256 | 0.7063 | 0.5048 | 0.7063 | 0.8404 |
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- | No log | 9.2143 | 258 | 0.6788 | 0.5835 | 0.6788 | 0.8239 |
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- | No log | 9.2857 | 260 | 0.6584 | 0.5835 | 0.6584 | 0.8114 |
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- | No log | 9.3571 | 262 | 0.6588 | 0.5654 | 0.6588 | 0.8117 |
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- | No log | 9.4286 | 264 | 0.6381 | 0.6479 | 0.6381 | 0.7988 |
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- | No log | 9.5 | 266 | 0.6619 | 0.5895 | 0.6619 | 0.8136 |
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- | No log | 9.5714 | 268 | 0.6783 | 0.5817 | 0.6783 | 0.8236 |
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- | No log | 9.6429 | 270 | 0.6665 | 0.5895 | 0.6665 | 0.8164 |
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- | No log | 9.7143 | 272 | 0.6509 | 0.6229 | 0.6509 | 0.8068 |
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- | No log | 9.7857 | 274 | 0.6822 | 0.5774 | 0.6822 | 0.8259 |
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- | No log | 9.8571 | 276 | 0.7641 | 0.5756 | 0.7641 | 0.8741 |
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- | No log | 9.9286 | 278 | 0.7589 | 0.5566 | 0.7589 | 0.8712 |
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- | No log | 10.0 | 280 | 0.7206 | 0.5634 | 0.7206 | 0.8489 |
192
- | No log | 10.0714 | 282 | 0.7097 | 0.5654 | 0.7097 | 0.8424 |
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- | No log | 10.1429 | 284 | 0.7096 | 0.5751 | 0.7096 | 0.8424 |
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- | No log | 10.2143 | 286 | 0.7194 | 0.5923 | 0.7194 | 0.8482 |
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- | No log | 10.2857 | 288 | 0.7787 | 0.5639 | 0.7787 | 0.8824 |
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- | No log | 10.3571 | 290 | 0.8035 | 0.5604 | 0.8035 | 0.8964 |
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- | No log | 10.4286 | 292 | 0.6983 | 0.5766 | 0.6983 | 0.8356 |
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- | No log | 10.5 | 294 | 0.6529 | 0.6288 | 0.6529 | 0.8080 |
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- | No log | 10.5714 | 296 | 0.6711 | 0.5817 | 0.6711 | 0.8192 |
200
- | No log | 10.6429 | 298 | 0.6849 | 0.5841 | 0.6849 | 0.8276 |
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- | No log | 10.7143 | 300 | 0.6787 | 0.5684 | 0.6787 | 0.8238 |
202
- | No log | 10.7857 | 302 | 0.6828 | 0.6704 | 0.6828 | 0.8263 |
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- | No log | 10.8571 | 304 | 0.6895 | 0.6092 | 0.6895 | 0.8304 |
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- | No log | 10.9286 | 306 | 0.6932 | 0.5909 | 0.6932 | 0.8326 |
205
- | No log | 11.0 | 308 | 0.6931 | 0.6063 | 0.6931 | 0.8325 |
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- | No log | 11.0714 | 310 | 0.6796 | 0.6259 | 0.6796 | 0.8244 |
207
- | No log | 11.1429 | 312 | 0.6783 | 0.6063 | 0.6783 | 0.8236 |
208
- | No log | 11.2143 | 314 | 0.6855 | 0.5708 | 0.6855 | 0.8280 |
209
- | No log | 11.2857 | 316 | 0.6741 | 0.6008 | 0.6741 | 0.8210 |
210
- | No log | 11.3571 | 318 | 0.6561 | 0.6634 | 0.6561 | 0.8100 |
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- | No log | 11.4286 | 320 | 0.6490 | 0.6709 | 0.6490 | 0.8056 |
212
- | No log | 11.5 | 322 | 0.6248 | 0.6813 | 0.6248 | 0.7904 |
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- | No log | 11.5714 | 324 | 0.6066 | 0.6709 | 0.6066 | 0.7789 |
214
- | No log | 11.6429 | 326 | 0.6163 | 0.6894 | 0.6163 | 0.7850 |
215
- | No log | 11.7143 | 328 | 0.5952 | 0.6880 | 0.5952 | 0.7715 |
216
- | No log | 11.7857 | 330 | 0.5863 | 0.6978 | 0.5863 | 0.7657 |
217
- | No log | 11.8571 | 332 | 0.5835 | 0.6796 | 0.5835 | 0.7638 |
218
- | No log | 11.9286 | 334 | 0.6304 | 0.6249 | 0.6304 | 0.7940 |
219
- | No log | 12.0 | 336 | 0.6455 | 0.6337 | 0.6454 | 0.8034 |
220
- | No log | 12.0714 | 338 | 0.6654 | 0.6328 | 0.6654 | 0.8157 |
221
- | No log | 12.1429 | 340 | 0.6765 | 0.6337 | 0.6765 | 0.8225 |
222
- | No log | 12.2143 | 342 | 0.7130 | 0.6064 | 0.7130 | 0.8444 |
223
- | No log | 12.2857 | 344 | 0.7346 | 0.5766 | 0.7346 | 0.8571 |
224
- | No log | 12.3571 | 346 | 0.6797 | 0.6555 | 0.6797 | 0.8244 |
225
- | No log | 12.4286 | 348 | 0.6642 | 0.5843 | 0.6642 | 0.8150 |
226
- | No log | 12.5 | 350 | 0.7170 | 0.4888 | 0.7170 | 0.8468 |
227
- | No log | 12.5714 | 352 | 0.7590 | 0.5131 | 0.7590 | 0.8712 |
228
- | No log | 12.6429 | 354 | 0.7010 | 0.5355 | 0.7010 | 0.8373 |
229
- | No log | 12.7143 | 356 | 0.6424 | 0.5666 | 0.6424 | 0.8015 |
230
- | No log | 12.7857 | 358 | 0.6768 | 0.5546 | 0.6768 | 0.8227 |
231
- | No log | 12.8571 | 360 | 0.7288 | 0.5183 | 0.7288 | 0.8537 |
232
- | No log | 12.9286 | 362 | 0.7016 | 0.5577 | 0.7016 | 0.8376 |
233
- | No log | 13.0 | 364 | 0.7095 | 0.4781 | 0.7095 | 0.8423 |
234
- | No log | 13.0714 | 366 | 0.7234 | 0.5221 | 0.7234 | 0.8505 |
235
- | No log | 13.1429 | 368 | 0.7700 | 0.4836 | 0.7700 | 0.8775 |
236
- | No log | 13.2143 | 370 | 0.7901 | 0.5707 | 0.7901 | 0.8889 |
237
- | No log | 13.2857 | 372 | 0.7307 | 0.5084 | 0.7307 | 0.8548 |
238
- | No log | 13.3571 | 374 | 0.6827 | 0.5247 | 0.6827 | 0.8263 |
239
- | No log | 13.4286 | 376 | 0.6767 | 0.5183 | 0.6767 | 0.8226 |
240
- | No log | 13.5 | 378 | 0.6688 | 0.5422 | 0.6688 | 0.8178 |
241
- | No log | 13.5714 | 380 | 0.7125 | 0.5413 | 0.7125 | 0.8441 |
242
- | No log | 13.6429 | 382 | 0.7775 | 0.5134 | 0.7775 | 0.8818 |
243
- | No log | 13.7143 | 384 | 0.7600 | 0.5707 | 0.7600 | 0.8718 |
244
- | No log | 13.7857 | 386 | 0.7625 | 0.5707 | 0.7625 | 0.8732 |
245
- | No log | 13.8571 | 388 | 0.7795 | 0.5686 | 0.7795 | 0.8829 |
246
- | No log | 13.9286 | 390 | 0.7619 | 0.5076 | 0.7619 | 0.8729 |
247
- | No log | 14.0 | 392 | 0.7369 | 0.5235 | 0.7369 | 0.8584 |
248
- | No log | 14.0714 | 394 | 0.7359 | 0.4466 | 0.7359 | 0.8578 |
249
- | No log | 14.1429 | 396 | 0.7298 | 0.4208 | 0.7298 | 0.8543 |
250
- | No log | 14.2143 | 398 | 0.7254 | 0.4660 | 0.7254 | 0.8517 |
251
- | No log | 14.2857 | 400 | 0.7519 | 0.5206 | 0.7519 | 0.8671 |
252
- | No log | 14.3571 | 402 | 0.7776 | 0.4696 | 0.7776 | 0.8818 |
253
- | No log | 14.4286 | 404 | 0.7538 | 0.4832 | 0.7538 | 0.8682 |
254
- | No log | 14.5 | 406 | 0.7285 | 0.5666 | 0.7285 | 0.8535 |
255
- | No log | 14.5714 | 408 | 0.7171 | 0.4660 | 0.7171 | 0.8468 |
256
- | No log | 14.6429 | 410 | 0.7324 | 0.5455 | 0.7324 | 0.8558 |
257
- | No log | 14.7143 | 412 | 0.7496 | 0.4821 | 0.7496 | 0.8658 |
258
- | No log | 14.7857 | 414 | 0.7331 | 0.4581 | 0.7331 | 0.8562 |
259
- | No log | 14.8571 | 416 | 0.6851 | 0.4867 | 0.6851 | 0.8277 |
260
- | No log | 14.9286 | 418 | 0.6630 | 0.5536 | 0.6630 | 0.8143 |
261
- | No log | 15.0 | 420 | 0.6579 | 0.5795 | 0.6579 | 0.8111 |
262
- | No log | 15.0714 | 422 | 0.6758 | 0.5430 | 0.6758 | 0.8221 |
263
- | No log | 15.1429 | 424 | 0.6617 | 0.5388 | 0.6617 | 0.8135 |
264
- | No log | 15.2143 | 426 | 0.6590 | 0.6237 | 0.6590 | 0.8118 |
265
- | No log | 15.2857 | 428 | 0.7311 | 0.6071 | 0.7311 | 0.8551 |
266
- | No log | 15.3571 | 430 | 0.7866 | 0.5655 | 0.7866 | 0.8869 |
267
- | No log | 15.4286 | 432 | 0.7493 | 0.5766 | 0.7493 | 0.8656 |
268
- | No log | 15.5 | 434 | 0.6942 | 0.5516 | 0.6942 | 0.8332 |
269
- | No log | 15.5714 | 436 | 0.6852 | 0.5425 | 0.6852 | 0.8277 |
270
- | No log | 15.6429 | 438 | 0.6970 | 0.4843 | 0.6970 | 0.8348 |
271
- | No log | 15.7143 | 440 | 0.7273 | 0.5181 | 0.7273 | 0.8528 |
272
- | No log | 15.7857 | 442 | 0.7419 | 0.5370 | 0.7419 | 0.8613 |
273
- | No log | 15.8571 | 444 | 0.7082 | 0.5410 | 0.7082 | 0.8416 |
274
- | No log | 15.9286 | 446 | 0.6894 | 0.4828 | 0.6894 | 0.8303 |
275
- | No log | 16.0 | 448 | 0.7151 | 0.4738 | 0.7151 | 0.8456 |
276
- | No log | 16.0714 | 450 | 0.7010 | 0.5345 | 0.7010 | 0.8373 |
277
- | No log | 16.1429 | 452 | 0.6605 | 0.6154 | 0.6605 | 0.8127 |
278
- | No log | 16.2143 | 454 | 0.7071 | 0.5697 | 0.7071 | 0.8409 |
279
- | No log | 16.2857 | 456 | 0.7744 | 0.5766 | 0.7744 | 0.8800 |
280
- | No log | 16.3571 | 458 | 0.7282 | 0.5777 | 0.7282 | 0.8534 |
281
- | No log | 16.4286 | 460 | 0.6707 | 0.5455 | 0.6707 | 0.8190 |
282
- | No log | 16.5 | 462 | 0.7370 | 0.4857 | 0.7370 | 0.8585 |
283
- | No log | 16.5714 | 464 | 0.8626 | 0.4522 | 0.8626 | 0.9288 |
284
- | No log | 16.6429 | 466 | 0.8489 | 0.4505 | 0.8489 | 0.9213 |
285
- | No log | 16.7143 | 468 | 0.7777 | 0.3896 | 0.7777 | 0.8819 |
286
- | No log | 16.7857 | 470 | 0.7975 | 0.5516 | 0.7975 | 0.8930 |
287
- | No log | 16.8571 | 472 | 0.8637 | 0.5019 | 0.8637 | 0.9294 |
288
- | No log | 16.9286 | 474 | 0.8581 | 0.5242 | 0.8581 | 0.9264 |
289
- | No log | 17.0 | 476 | 0.7841 | 0.5602 | 0.7841 | 0.8855 |
290
- | No log | 17.0714 | 478 | 0.7427 | 0.4197 | 0.7427 | 0.8618 |
291
- | No log | 17.1429 | 480 | 0.7283 | 0.4563 | 0.7283 | 0.8534 |
292
- | No log | 17.2143 | 482 | 0.7047 | 0.5381 | 0.7047 | 0.8395 |
293
- | No log | 17.2857 | 484 | 0.6887 | 0.5540 | 0.6887 | 0.8299 |
294
- | No log | 17.3571 | 486 | 0.6751 | 0.5830 | 0.6751 | 0.8216 |
295
- | No log | 17.4286 | 488 | 0.6471 | 0.6269 | 0.6471 | 0.8044 |
296
- | No log | 17.5 | 490 | 0.6343 | 0.6045 | 0.6343 | 0.7964 |
297
- | No log | 17.5714 | 492 | 0.6541 | 0.6109 | 0.6541 | 0.8088 |
298
- | No log | 17.6429 | 494 | 0.6437 | 0.6109 | 0.6437 | 0.8023 |
299
- | No log | 17.7143 | 496 | 0.6186 | 0.6337 | 0.6186 | 0.7865 |
300
- | No log | 17.7857 | 498 | 0.6081 | 0.6186 | 0.6081 | 0.7798 |
301
- | 0.3292 | 17.8571 | 500 | 0.6231 | 0.6733 | 0.6231 | 0.7893 |
302
- | 0.3292 | 17.9286 | 502 | 0.6452 | 0.6317 | 0.6452 | 0.8032 |
303
- | 0.3292 | 18.0 | 504 | 0.6597 | 0.5771 | 0.6597 | 0.8122 |
304
- | 0.3292 | 18.0714 | 506 | 0.6793 | 0.5419 | 0.6793 | 0.8242 |
305
- | 0.3292 | 18.1429 | 508 | 0.6932 | 0.4794 | 0.6932 | 0.8326 |
306
- | 0.3292 | 18.2143 | 510 | 0.6899 | 0.5032 | 0.6899 | 0.8306 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6460
19
+ - Qwk: 0.5684
20
+ - Mse: 0.6460
21
+ - Rmse: 0.8038
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0625 | 2 | 3.9931 | 0.0130 | 3.9931 | 1.9983 |
53
+ | No log | 0.125 | 4 | 2.1465 | 0.0175 | 2.1465 | 1.4651 |
54
+ | No log | 0.1875 | 6 | 1.5532 | -0.0209 | 1.5532 | 1.2463 |
55
+ | No log | 0.25 | 8 | 1.4583 | -0.0365 | 1.4583 | 1.2076 |
56
+ | No log | 0.3125 | 10 | 1.2790 | 0.0821 | 1.2790 | 1.1309 |
57
+ | No log | 0.375 | 12 | 1.0192 | 0.1810 | 1.0192 | 1.0095 |
58
+ | No log | 0.4375 | 14 | 1.1202 | 0.1821 | 1.1202 | 1.0584 |
59
+ | No log | 0.5 | 16 | 1.2112 | 0.1240 | 1.2112 | 1.1005 |
60
+ | No log | 0.5625 | 18 | 1.2789 | -0.0311 | 1.2789 | 1.1309 |
61
+ | No log | 0.625 | 20 | 1.3459 | -0.0148 | 1.3459 | 1.1601 |
62
+ | No log | 0.6875 | 22 | 1.2002 | 0.1658 | 1.2002 | 1.0955 |
63
+ | No log | 0.75 | 24 | 1.0701 | 0.1341 | 1.0701 | 1.0344 |
64
+ | No log | 0.8125 | 26 | 1.0356 | 0.1493 | 1.0356 | 1.0177 |
65
+ | No log | 0.875 | 28 | 1.0212 | 0.1465 | 1.0212 | 1.0105 |
66
+ | No log | 0.9375 | 30 | 1.0221 | 0.1189 | 1.0221 | 1.0110 |
67
+ | No log | 1.0 | 32 | 1.0711 | 0.2171 | 1.0711 | 1.0350 |
68
+ | No log | 1.0625 | 34 | 1.0946 | 0.2465 | 1.0946 | 1.0462 |
69
+ | No log | 1.125 | 36 | 1.1472 | 0.1591 | 1.1472 | 1.0711 |
70
+ | No log | 1.1875 | 38 | 1.3028 | 0.0760 | 1.3028 | 1.1414 |
71
+ | No log | 1.25 | 40 | 1.2848 | 0.1142 | 1.2848 | 1.1335 |
72
+ | No log | 1.3125 | 42 | 1.0322 | 0.2100 | 1.0322 | 1.0160 |
73
+ | No log | 1.375 | 44 | 0.9069 | 0.3435 | 0.9069 | 0.9523 |
74
+ | No log | 1.4375 | 46 | 0.9158 | 0.3145 | 0.9158 | 0.9570 |
75
+ | No log | 1.5 | 48 | 0.9162 | 0.3663 | 0.9162 | 0.9572 |
76
+ | No log | 1.5625 | 50 | 0.9694 | 0.3363 | 0.9694 | 0.9846 |
77
+ | No log | 1.625 | 52 | 0.9766 | 0.3985 | 0.9766 | 0.9882 |
78
+ | No log | 1.6875 | 54 | 0.8881 | 0.3474 | 0.8881 | 0.9424 |
79
+ | No log | 1.75 | 56 | 0.8430 | 0.3704 | 0.8430 | 0.9182 |
80
+ | No log | 1.8125 | 58 | 0.8593 | 0.3765 | 0.8593 | 0.9270 |
81
+ | No log | 1.875 | 60 | 1.1360 | 0.3415 | 1.1360 | 1.0658 |
82
+ | No log | 1.9375 | 62 | 1.0510 | 0.2947 | 1.0510 | 1.0252 |
83
+ | No log | 2.0 | 64 | 0.8675 | 0.3540 | 0.8675 | 0.9314 |
84
+ | No log | 2.0625 | 66 | 0.8609 | 0.3652 | 0.8609 | 0.9278 |
85
+ | No log | 2.125 | 68 | 1.0102 | 0.3724 | 1.0102 | 1.0051 |
86
+ | No log | 2.1875 | 70 | 0.9943 | 0.4417 | 0.9943 | 0.9972 |
87
+ | No log | 2.25 | 72 | 0.7775 | 0.4163 | 0.7775 | 0.8818 |
88
+ | No log | 2.3125 | 74 | 0.8088 | 0.5138 | 0.8088 | 0.8993 |
89
+ | No log | 2.375 | 76 | 0.7603 | 0.5993 | 0.7603 | 0.8720 |
90
+ | No log | 2.4375 | 78 | 0.7793 | 0.4388 | 0.7793 | 0.8828 |
91
+ | No log | 2.5 | 80 | 0.7993 | 0.3642 | 0.7993 | 0.8940 |
92
+ | No log | 2.5625 | 82 | 0.7960 | 0.4594 | 0.7960 | 0.8922 |
93
+ | No log | 2.625 | 84 | 0.7702 | 0.5887 | 0.7702 | 0.8776 |
94
+ | No log | 2.6875 | 86 | 0.7699 | 0.5674 | 0.7699 | 0.8775 |
95
+ | No log | 2.75 | 88 | 0.7266 | 0.5759 | 0.7266 | 0.8524 |
96
+ | No log | 2.8125 | 90 | 0.7569 | 0.5566 | 0.7569 | 0.8700 |
97
+ | No log | 2.875 | 92 | 0.6917 | 0.5905 | 0.6917 | 0.8317 |
98
+ | No log | 2.9375 | 94 | 0.7979 | 0.5898 | 0.7979 | 0.8933 |
99
+ | No log | 3.0 | 96 | 0.9445 | 0.5365 | 0.9445 | 0.9718 |
100
+ | No log | 3.0625 | 98 | 0.8590 | 0.5036 | 0.8590 | 0.9268 |
101
+ | No log | 3.125 | 100 | 0.7082 | 0.5890 | 0.7082 | 0.8415 |
102
+ | No log | 3.1875 | 102 | 0.8217 | 0.5571 | 0.8217 | 0.9065 |
103
+ | No log | 3.25 | 104 | 1.1640 | 0.4285 | 1.1640 | 1.0789 |
104
+ | No log | 3.3125 | 106 | 0.9986 | 0.4773 | 0.9986 | 0.9993 |
105
+ | No log | 3.375 | 108 | 0.7277 | 0.5945 | 0.7277 | 0.8531 |
106
+ | No log | 3.4375 | 110 | 0.7439 | 0.5388 | 0.7439 | 0.8625 |
107
+ | No log | 3.5 | 112 | 0.7921 | 0.5222 | 0.7921 | 0.8900 |
108
+ | No log | 3.5625 | 114 | 0.8252 | 0.5222 | 0.8252 | 0.9084 |
109
+ | No log | 3.625 | 116 | 0.8031 | 0.4870 | 0.8031 | 0.8962 |
110
+ | No log | 3.6875 | 118 | 0.7755 | 0.5124 | 0.7755 | 0.8806 |
111
+ | No log | 3.75 | 120 | 0.8440 | 0.5584 | 0.8440 | 0.9187 |
112
+ | No log | 3.8125 | 122 | 0.8165 | 0.5279 | 0.8165 | 0.9036 |
113
+ | No log | 3.875 | 124 | 0.7678 | 0.5199 | 0.7678 | 0.8762 |
114
+ | No log | 3.9375 | 126 | 0.7657 | 0.5676 | 0.7657 | 0.8751 |
115
+ | No log | 4.0 | 128 | 0.7359 | 0.5260 | 0.7359 | 0.8579 |
116
+ | No log | 4.0625 | 130 | 0.7721 | 0.4777 | 0.7721 | 0.8787 |
117
+ | No log | 4.125 | 132 | 0.9788 | 0.5177 | 0.9788 | 0.9893 |
118
+ | No log | 4.1875 | 134 | 0.8718 | 0.5261 | 0.8718 | 0.9337 |
119
+ | No log | 4.25 | 136 | 0.7274 | 0.5530 | 0.7274 | 0.8529 |
120
+ | No log | 4.3125 | 138 | 0.7405 | 0.5427 | 0.7405 | 0.8605 |
121
+ | No log | 4.375 | 140 | 0.7242 | 0.5425 | 0.7242 | 0.8510 |
122
+ | No log | 4.4375 | 142 | 0.7217 | 0.6057 | 0.7217 | 0.8495 |
123
+ | No log | 4.5 | 144 | 0.7166 | 0.5425 | 0.7166 | 0.8466 |
124
+ | No log | 4.5625 | 146 | 0.7120 | 0.5955 | 0.7120 | 0.8438 |
125
+ | No log | 4.625 | 148 | 0.7096 | 0.6096 | 0.7096 | 0.8424 |
126
+ | No log | 4.6875 | 150 | 0.7247 | 0.5328 | 0.7247 | 0.8513 |
127
+ | No log | 4.75 | 152 | 0.8606 | 0.4831 | 0.8606 | 0.9277 |
128
+ | No log | 4.8125 | 154 | 0.7855 | 0.4789 | 0.7855 | 0.8863 |
129
+ | No log | 4.875 | 156 | 0.6849 | 0.6442 | 0.6849 | 0.8276 |
130
+ | No log | 4.9375 | 158 | 0.6974 | 0.6634 | 0.6974 | 0.8351 |
131
+ | No log | 5.0 | 160 | 0.7335 | 0.5777 | 0.7335 | 0.8564 |
132
+ | No log | 5.0625 | 162 | 0.7087 | 0.6955 | 0.7087 | 0.8418 |
133
+ | No log | 5.125 | 164 | 0.7226 | 0.5501 | 0.7226 | 0.8501 |
134
+ | No log | 5.1875 | 166 | 0.9145 | 0.5041 | 0.9145 | 0.9563 |
135
+ | No log | 5.25 | 168 | 0.9091 | 0.5036 | 0.9091 | 0.9535 |
136
+ | No log | 5.3125 | 170 | 0.7672 | 0.5383 | 0.7672 | 0.8759 |
137
+ | No log | 5.375 | 172 | 0.8544 | 0.5230 | 0.8544 | 0.9243 |
138
+ | No log | 5.4375 | 174 | 0.8965 | 0.4318 | 0.8965 | 0.9468 |
139
+ | No log | 5.5 | 176 | 0.8049 | 0.4310 | 0.8049 | 0.8972 |
140
+ | No log | 5.5625 | 178 | 0.7377 | 0.4692 | 0.7377 | 0.8589 |
141
+ | No log | 5.625 | 180 | 0.7559 | 0.4857 | 0.7559 | 0.8694 |
142
+ | No log | 5.6875 | 182 | 0.7178 | 0.4975 | 0.7178 | 0.8472 |
143
+ | No log | 5.75 | 184 | 0.6970 | 0.5375 | 0.6970 | 0.8349 |
144
+ | No log | 5.8125 | 186 | 0.7498 | 0.5266 | 0.7498 | 0.8659 |
145
+ | No log | 5.875 | 188 | 0.7252 | 0.5948 | 0.7252 | 0.8516 |
146
+ | No log | 5.9375 | 190 | 0.7179 | 0.5774 | 0.7179 | 0.8473 |
147
+ | No log | 6.0 | 192 | 0.7018 | 0.5359 | 0.7018 | 0.8377 |
148
+ | No log | 6.0625 | 194 | 0.7059 | 0.5373 | 0.7059 | 0.8402 |
149
+ | No log | 6.125 | 196 | 0.7115 | 0.5480 | 0.7115 | 0.8435 |
150
+ | No log | 6.1875 | 198 | 0.7030 | 0.6076 | 0.7030 | 0.8385 |
151
+ | No log | 6.25 | 200 | 0.7532 | 0.6118 | 0.7532 | 0.8679 |
152
+ | No log | 6.3125 | 202 | 0.8004 | 0.5875 | 0.8004 | 0.8947 |
153
+ | No log | 6.375 | 204 | 0.7449 | 0.6247 | 0.7449 | 0.8631 |
154
+ | No log | 6.4375 | 206 | 0.7249 | 0.6649 | 0.7249 | 0.8514 |
155
+ | No log | 6.5 | 208 | 0.7467 | 0.4984 | 0.7467 | 0.8641 |
156
+ | No log | 6.5625 | 210 | 0.7717 | 0.4291 | 0.7717 | 0.8784 |
157
+ | No log | 6.625 | 212 | 0.7633 | 0.4640 | 0.7633 | 0.8737 |
158
+ | No log | 6.6875 | 214 | 0.7435 | 0.4540 | 0.7435 | 0.8623 |
159
+ | No log | 6.75 | 216 | 0.7728 | 0.4898 | 0.7728 | 0.8791 |
160
+ | No log | 6.8125 | 218 | 0.7735 | 0.4762 | 0.7735 | 0.8795 |
161
+ | No log | 6.875 | 220 | 0.7496 | 0.4893 | 0.7496 | 0.8658 |
162
+ | No log | 6.9375 | 222 | 0.7443 | 0.5700 | 0.7443 | 0.8627 |
163
+ | No log | 7.0 | 224 | 0.7614 | 0.5220 | 0.7614 | 0.8726 |
164
+ | No log | 7.0625 | 226 | 0.8071 | 0.5416 | 0.8071 | 0.8984 |
165
+ | No log | 7.125 | 228 | 0.8081 | 0.4958 | 0.8081 | 0.8990 |
166
+ | No log | 7.1875 | 230 | 0.8036 | 0.4958 | 0.8036 | 0.8964 |
167
+ | No log | 7.25 | 232 | 0.7675 | 0.4234 | 0.7675 | 0.8760 |
168
+ | No log | 7.3125 | 234 | 0.7433 | 0.4416 | 0.7433 | 0.8621 |
169
+ | No log | 7.375 | 236 | 0.7396 | 0.4416 | 0.7396 | 0.8600 |
170
+ | No log | 7.4375 | 238 | 0.7729 | 0.4227 | 0.7729 | 0.8791 |
171
+ | No log | 7.5 | 240 | 0.8505 | 0.4450 | 0.8505 | 0.9222 |
172
+ | No log | 7.5625 | 242 | 0.7906 | 0.5048 | 0.7906 | 0.8892 |
173
+ | No log | 7.625 | 244 | 0.7479 | 0.5002 | 0.7479 | 0.8648 |
174
+ | No log | 7.6875 | 246 | 0.7663 | 0.4988 | 0.7663 | 0.8754 |
175
+ | No log | 7.75 | 248 | 0.7333 | 0.4659 | 0.7333 | 0.8563 |
176
+ | No log | 7.8125 | 250 | 0.7256 | 0.4953 | 0.7256 | 0.8518 |
177
+ | No log | 7.875 | 252 | 0.7318 | 0.4953 | 0.7318 | 0.8555 |
178
+ | No log | 7.9375 | 254 | 0.7349 | 0.4807 | 0.7349 | 0.8573 |
179
+ | No log | 8.0 | 256 | 0.7448 | 0.4807 | 0.7448 | 0.8630 |
180
+ | No log | 8.0625 | 258 | 0.7567 | 0.4388 | 0.7567 | 0.8699 |
181
+ | No log | 8.125 | 260 | 0.7483 | 0.4643 | 0.7483 | 0.8651 |
182
+ | No log | 8.1875 | 262 | 0.7495 | 0.5117 | 0.7495 | 0.8657 |
183
+ | No log | 8.25 | 264 | 0.7316 | 0.5346 | 0.7316 | 0.8554 |
184
+ | No log | 8.3125 | 266 | 0.7125 | 0.5701 | 0.7125 | 0.8441 |
185
+ | No log | 8.375 | 268 | 0.7089 | 0.5386 | 0.7089 | 0.8420 |
186
+ | No log | 8.4375 | 270 | 0.7116 | 0.5552 | 0.7116 | 0.8436 |
187
+ | No log | 8.5 | 272 | 0.7085 | 0.5891 | 0.7085 | 0.8417 |
188
+ | No log | 8.5625 | 274 | 0.7046 | 0.5199 | 0.7046 | 0.8394 |
189
+ | No log | 8.625 | 276 | 0.7147 | 0.4841 | 0.7147 | 0.8454 |
190
+ | No log | 8.6875 | 278 | 0.7121 | 0.4398 | 0.7121 | 0.8438 |
191
+ | No log | 8.75 | 280 | 0.7131 | 0.4416 | 0.7131 | 0.8444 |
192
+ | No log | 8.8125 | 282 | 0.7678 | 0.4656 | 0.7678 | 0.8762 |
193
+ | No log | 8.875 | 284 | 0.7853 | 0.4686 | 0.7853 | 0.8861 |
194
+ | No log | 8.9375 | 286 | 0.7153 | 0.4707 | 0.7153 | 0.8458 |
195
+ | No log | 9.0 | 288 | 0.7828 | 0.5610 | 0.7828 | 0.8847 |
196
+ | No log | 9.0625 | 290 | 0.8754 | 0.4560 | 0.8754 | 0.9356 |
197
+ | No log | 9.125 | 292 | 0.8096 | 0.5042 | 0.8096 | 0.8998 |
198
+ | No log | 9.1875 | 294 | 0.7307 | 0.5302 | 0.7307 | 0.8548 |
199
+ | No log | 9.25 | 296 | 0.7637 | 0.4841 | 0.7637 | 0.8739 |
200
+ | No log | 9.3125 | 298 | 0.8028 | 0.4489 | 0.8028 | 0.8960 |
201
+ | No log | 9.375 | 300 | 0.7711 | 0.4944 | 0.7711 | 0.8781 |
202
+ | No log | 9.4375 | 302 | 0.7531 | 0.4903 | 0.7531 | 0.8678 |
203
+ | No log | 9.5 | 304 | 0.7740 | 0.4980 | 0.7740 | 0.8798 |
204
+ | No log | 9.5625 | 306 | 0.8610 | 0.4799 | 0.8610 | 0.9279 |
205
+ | No log | 9.625 | 308 | 0.8404 | 0.5137 | 0.8404 | 0.9167 |
206
+ | No log | 9.6875 | 310 | 0.7391 | 0.5577 | 0.7391 | 0.8597 |
207
+ | No log | 9.75 | 312 | 0.8315 | 0.3816 | 0.8315 | 0.9119 |
208
+ | No log | 9.8125 | 314 | 0.9836 | 0.4556 | 0.9836 | 0.9917 |
209
+ | No log | 9.875 | 316 | 0.9260 | 0.4303 | 0.9260 | 0.9623 |
210
+ | No log | 9.9375 | 318 | 0.7457 | 0.4609 | 0.7457 | 0.8635 |
211
+ | No log | 10.0 | 320 | 0.7564 | 0.4847 | 0.7565 | 0.8697 |
212
+ | No log | 10.0625 | 322 | 0.9256 | 0.3648 | 0.9256 | 0.9621 |
213
+ | No log | 10.125 | 324 | 0.9908 | 0.4197 | 0.9908 | 0.9954 |
214
+ | No log | 10.1875 | 326 | 0.9223 | 0.5134 | 0.9223 | 0.9604 |
215
+ | No log | 10.25 | 328 | 0.7920 | 0.4727 | 0.7920 | 0.8899 |
216
+ | No log | 10.3125 | 330 | 0.8022 | 0.4919 | 0.8022 | 0.8956 |
217
+ | No log | 10.375 | 332 | 0.8351 | 0.4951 | 0.8351 | 0.9138 |
218
+ | No log | 10.4375 | 334 | 0.8241 | 0.4402 | 0.8241 | 0.9078 |
219
+ | No log | 10.5 | 336 | 0.7544 | 0.4919 | 0.7544 | 0.8685 |
220
+ | No log | 10.5625 | 338 | 0.8001 | 0.5387 | 0.8001 | 0.8945 |
221
+ | No log | 10.625 | 340 | 0.8751 | 0.5198 | 0.8751 | 0.9355 |
222
+ | No log | 10.6875 | 342 | 0.8198 | 0.5510 | 0.8198 | 0.9055 |
223
+ | No log | 10.75 | 344 | 0.7055 | 0.5707 | 0.7055 | 0.8399 |
224
+ | No log | 10.8125 | 346 | 0.6452 | 0.6307 | 0.6452 | 0.8032 |
225
+ | No log | 10.875 | 348 | 0.6512 | 0.5555 | 0.6512 | 0.8070 |
226
+ | No log | 10.9375 | 350 | 0.6524 | 0.5329 | 0.6524 | 0.8077 |
227
+ | No log | 11.0 | 352 | 0.6465 | 0.6013 | 0.6465 | 0.8041 |
228
+ | No log | 11.0625 | 354 | 0.6448 | 0.6427 | 0.6448 | 0.8030 |
229
+ | No log | 11.125 | 356 | 0.6400 | 0.6616 | 0.6400 | 0.8000 |
230
+ | No log | 11.1875 | 358 | 0.6354 | 0.6699 | 0.6354 | 0.7971 |
231
+ | No log | 11.25 | 360 | 0.6744 | 0.5323 | 0.6744 | 0.8212 |
232
+ | No log | 11.3125 | 362 | 0.7246 | 0.5558 | 0.7246 | 0.8513 |
233
+ | No log | 11.375 | 364 | 0.7060 | 0.5547 | 0.7060 | 0.8402 |
234
+ | No log | 11.4375 | 366 | 0.6502 | 0.5961 | 0.6502 | 0.8064 |
235
+ | No log | 11.5 | 368 | 0.6575 | 0.6649 | 0.6575 | 0.8108 |
236
+ | No log | 11.5625 | 370 | 0.6672 | 0.6282 | 0.6672 | 0.8168 |
237
+ | No log | 11.625 | 372 | 0.6878 | 0.5759 | 0.6878 | 0.8294 |
238
+ | No log | 11.6875 | 374 | 0.7441 | 0.4640 | 0.7441 | 0.8626 |
239
+ | No log | 11.75 | 376 | 0.7907 | 0.4439 | 0.7907 | 0.8892 |
240
+ | No log | 11.8125 | 378 | 0.7896 | 0.4418 | 0.7896 | 0.8886 |
241
+ | No log | 11.875 | 380 | 0.7247 | 0.5343 | 0.7247 | 0.8513 |
242
+ | No log | 11.9375 | 382 | 0.6985 | 0.5288 | 0.6985 | 0.8358 |
243
+ | No log | 12.0 | 384 | 0.7416 | 0.5070 | 0.7416 | 0.8612 |
244
+ | No log | 12.0625 | 386 | 0.7613 | 0.5254 | 0.7613 | 0.8725 |
245
+ | No log | 12.125 | 388 | 0.7070 | 0.4742 | 0.7070 | 0.8409 |
246
+ | No log | 12.1875 | 390 | 0.6763 | 0.5402 | 0.6763 | 0.8224 |
247
+ | No log | 12.25 | 392 | 0.7006 | 0.5441 | 0.7006 | 0.8370 |
248
+ | No log | 12.3125 | 394 | 0.7555 | 0.4913 | 0.7555 | 0.8692 |
249
+ | No log | 12.375 | 396 | 0.6982 | 0.5370 | 0.6982 | 0.8356 |
250
+ | No log | 12.4375 | 398 | 0.6512 | 0.5771 | 0.6512 | 0.8070 |
251
+ | No log | 12.5 | 400 | 0.6708 | 0.5361 | 0.6708 | 0.8190 |
252
+ | No log | 12.5625 | 402 | 0.6853 | 0.5127 | 0.6853 | 0.8278 |
253
+ | No log | 12.625 | 404 | 0.6906 | 0.5018 | 0.6906 | 0.8310 |
254
+ | No log | 12.6875 | 406 | 0.6852 | 0.4764 | 0.6852 | 0.8278 |
255
+ | No log | 12.75 | 408 | 0.7125 | 0.4588 | 0.7125 | 0.8441 |
256
+ | No log | 12.8125 | 410 | 0.7140 | 0.4857 | 0.7140 | 0.8450 |
257
+ | No log | 12.875 | 412 | 0.6782 | 0.5656 | 0.6782 | 0.8235 |
258
+ | No log | 12.9375 | 414 | 0.6558 | 0.5822 | 0.6558 | 0.8098 |
259
+ | No log | 13.0 | 416 | 0.6501 | 0.5597 | 0.6501 | 0.8063 |
260
+ | No log | 13.0625 | 418 | 0.6505 | 0.5635 | 0.6505 | 0.8065 |
261
+ | No log | 13.125 | 420 | 0.7145 | 0.5370 | 0.7145 | 0.8453 |
262
+ | No log | 13.1875 | 422 | 0.7918 | 0.4811 | 0.7918 | 0.8899 |
263
+ | No log | 13.25 | 424 | 0.7755 | 0.4922 | 0.7755 | 0.8807 |
264
+ | No log | 13.3125 | 426 | 0.6911 | 0.5112 | 0.6911 | 0.8313 |
265
+ | No log | 13.375 | 428 | 0.6842 | 0.5786 | 0.6842 | 0.8272 |
266
+ | No log | 13.4375 | 430 | 0.7837 | 0.5572 | 0.7837 | 0.8852 |
267
+ | No log | 13.5 | 432 | 0.8054 | 0.5695 | 0.8054 | 0.8975 |
268
+ | No log | 13.5625 | 434 | 0.7545 | 0.5181 | 0.7545 | 0.8686 |
269
+ | No log | 13.625 | 436 | 0.6975 | 0.5010 | 0.6975 | 0.8351 |
270
+ | No log | 13.6875 | 438 | 0.7020 | 0.5202 | 0.7020 | 0.8378 |
271
+ | No log | 13.75 | 440 | 0.7373 | 0.5230 | 0.7373 | 0.8587 |
272
+ | No log | 13.8125 | 442 | 0.7240 | 0.5204 | 0.7240 | 0.8509 |
273
+ | No log | 13.875 | 444 | 0.7063 | 0.5060 | 0.7063 | 0.8404 |
274
+ | No log | 13.9375 | 446 | 0.7310 | 0.4960 | 0.7310 | 0.8550 |
275
+ | No log | 14.0 | 448 | 0.7623 | 0.5707 | 0.7623 | 0.8731 |
276
+ | No log | 14.0625 | 450 | 0.7612 | 0.5470 | 0.7612 | 0.8725 |
277
+ | No log | 14.125 | 452 | 0.7036 | 0.5844 | 0.7036 | 0.8388 |
278
+ | No log | 14.1875 | 454 | 0.6658 | 0.5724 | 0.6658 | 0.8160 |
279
+ | No log | 14.25 | 456 | 0.6614 | 0.5724 | 0.6614 | 0.8133 |
280
+ | No log | 14.3125 | 458 | 0.6662 | 0.6102 | 0.6662 | 0.8162 |
281
+ | No log | 14.375 | 460 | 0.6984 | 0.5062 | 0.6984 | 0.8357 |
282
+ | No log | 14.4375 | 462 | 0.7320 | 0.5266 | 0.7320 | 0.8556 |
283
+ | No log | 14.5 | 464 | 0.7291 | 0.5675 | 0.7291 | 0.8539 |
284
+ | No log | 14.5625 | 466 | 0.6907 | 0.5516 | 0.6907 | 0.8311 |
285
+ | No log | 14.625 | 468 | 0.6557 | 0.5774 | 0.6557 | 0.8097 |
286
+ | No log | 14.6875 | 470 | 0.6327 | 0.6322 | 0.6327 | 0.7954 |
287
+ | No log | 14.75 | 472 | 0.6302 | 0.5771 | 0.6302 | 0.7939 |
288
+ | No log | 14.8125 | 474 | 0.6305 | 0.5771 | 0.6305 | 0.7940 |
289
+ | No log | 14.875 | 476 | 0.6362 | 0.5536 | 0.6362 | 0.7976 |
290
+ | No log | 14.9375 | 478 | 0.6420 | 0.5536 | 0.6420 | 0.8012 |
291
+ | No log | 15.0 | 480 | 0.6362 | 0.5536 | 0.6362 | 0.7977 |
292
+ | No log | 15.0625 | 482 | 0.6342 | 0.5666 | 0.6342 | 0.7963 |
293
+ | No log | 15.125 | 484 | 0.6451 | 0.5704 | 0.6451 | 0.8032 |
294
+ | No log | 15.1875 | 486 | 0.6570 | 0.5463 | 0.6570 | 0.8105 |
295
+ | No log | 15.25 | 488 | 0.6469 | 0.5329 | 0.6469 | 0.8043 |
296
+ | No log | 15.3125 | 490 | 0.6430 | 0.6118 | 0.6430 | 0.8019 |
297
+ | No log | 15.375 | 492 | 0.6414 | 0.6317 | 0.6414 | 0.8009 |
298
+ | No log | 15.4375 | 494 | 0.6406 | 0.6107 | 0.6406 | 0.8004 |
299
+ | No log | 15.5 | 496 | 0.6414 | 0.6006 | 0.6414 | 0.8009 |
300
+ | No log | 15.5625 | 498 | 0.6398 | 0.6006 | 0.6398 | 0.7999 |
301
+ | 0.2986 | 15.625 | 500 | 0.6381 | 0.6118 | 0.6381 | 0.7988 |
302
+ | 0.2986 | 15.6875 | 502 | 0.6378 | 0.5759 | 0.6378 | 0.7986 |
303
+ | 0.2986 | 15.75 | 504 | 0.6306 | 0.5735 | 0.6306 | 0.7941 |
304
+ | 0.2986 | 15.8125 | 506 | 0.6283 | 0.5614 | 0.6283 | 0.7927 |
305
+ | 0.2986 | 15.875 | 508 | 0.6459 | 0.5684 | 0.6459 | 0.8037 |
306
+ | 0.2986 | 15.9375 | 510 | 0.6460 | 0.5684 | 0.6460 | 0.8038 |
307
 
308
 
309
  ### Framework versions