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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task3_organization

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Safetensors
bert
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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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_task3_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_task3_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: 0.8006
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- - Qwk: -0.0992
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- - Mse: 0.8006
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- - Rmse: 0.8948
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  ## Model description
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@@ -49,282 +49,277 @@ 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 | 4.0078 | -0.0086 | 4.0078 | 2.0019 |
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- | No log | 0.1429 | 4 | 2.3040 | 0.0050 | 2.3040 | 1.5179 |
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- | No log | 0.2143 | 6 | 1.7188 | 0.0213 | 1.7188 | 1.3110 |
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- | No log | 0.2857 | 8 | 2.5964 | -0.0173 | 2.5964 | 1.6113 |
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- | No log | 0.3571 | 10 | 1.6501 | 0.0 | 1.6501 | 1.2845 |
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- | No log | 0.4286 | 12 | 0.9892 | 0.0338 | 0.9892 | 0.9946 |
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- | No log | 0.5 | 14 | 0.8504 | -0.0008 | 0.8504 | 0.9222 |
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- | No log | 0.5714 | 16 | 0.8559 | -0.0852 | 0.8559 | 0.9252 |
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- | No log | 0.6429 | 18 | 0.9105 | -0.0345 | 0.9105 | 0.9542 |
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- | No log | 0.7143 | 20 | 0.8016 | -0.0331 | 0.8016 | 0.8953 |
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- | No log | 0.7857 | 22 | 0.7142 | 0.0964 | 0.7142 | 0.8451 |
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- | No log | 0.8571 | 24 | 0.7123 | -0.0101 | 0.7123 | 0.8440 |
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- | No log | 0.9286 | 26 | 0.7582 | -0.0215 | 0.7582 | 0.8707 |
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- | No log | 1.0 | 28 | 0.7862 | -0.0778 | 0.7862 | 0.8867 |
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- | No log | 1.0714 | 30 | 0.7845 | -0.0778 | 0.7845 | 0.8857 |
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- | No log | 1.1429 | 32 | 0.7984 | -0.0331 | 0.7984 | 0.8935 |
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- | No log | 1.2143 | 34 | 0.9085 | -0.0200 | 0.9085 | 0.9531 |
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- | No log | 1.2857 | 36 | 1.0487 | -0.0398 | 1.0487 | 1.0240 |
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- | No log | 1.3571 | 38 | 1.1888 | -0.0247 | 1.1888 | 1.0903 |
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- | No log | 1.4286 | 40 | 1.2154 | -0.0247 | 1.2154 | 1.1025 |
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- | No log | 1.5 | 42 | 1.2591 | 0.0 | 1.2591 | 1.1221 |
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- | No log | 1.5714 | 44 | 1.5619 | 0.0 | 1.5619 | 1.2498 |
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- | No log | 1.6429 | 46 | 1.7772 | 0.0 | 1.7772 | 1.3331 |
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- | No log | 1.7143 | 48 | 1.6926 | 0.0 | 1.6926 | 1.3010 |
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- | No log | 1.7857 | 50 | 1.3587 | 0.0 | 1.3587 | 1.1656 |
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- | No log | 1.8571 | 52 | 1.0400 | -0.0247 | 1.0400 | 1.0198 |
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- | No log | 1.9286 | 54 | 0.8784 | -0.0200 | 0.8784 | 0.9372 |
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- | No log | 2.0 | 56 | 0.9408 | -0.0385 | 0.9408 | 0.9699 |
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- | No log | 2.0714 | 58 | 1.1678 | -0.0457 | 1.1678 | 1.0806 |
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- | No log | 2.1429 | 60 | 0.9738 | 0.0111 | 0.9738 | 0.9868 |
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- | No log | 2.2143 | 62 | 0.8486 | 0.0129 | 0.8486 | 0.9212 |
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- | No log | 2.2857 | 64 | 0.9610 | 0.0089 | 0.9610 | 0.9803 |
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- | No log | 2.3571 | 66 | 1.6775 | 0.0 | 1.6775 | 1.2952 |
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- | No log | 2.4286 | 68 | 2.0345 | 0.0 | 2.0345 | 1.4263 |
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- | No log | 2.5 | 70 | 1.6960 | 0.0 | 1.6960 | 1.3023 |
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- | No log | 2.5714 | 72 | 0.9913 | -0.0648 | 0.9913 | 0.9956 |
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- | No log | 2.6429 | 74 | 0.7192 | 0.0 | 0.7192 | 0.8481 |
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- | No log | 2.7143 | 76 | 0.7240 | 0.0 | 0.7240 | 0.8509 |
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- | No log | 2.7857 | 78 | 0.8239 | -0.0753 | 0.8239 | 0.9077 |
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- | No log | 2.8571 | 80 | 1.1507 | 0.0065 | 1.1507 | 1.0727 |
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- | No log | 2.9286 | 82 | 1.4772 | 0.0 | 1.4772 | 1.2154 |
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- | No log | 3.0 | 84 | 1.5121 | 0.0 | 1.5121 | 1.2297 |
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- | No log | 3.0714 | 86 | 1.2388 | -0.0490 | 1.2388 | 1.1130 |
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- | No log | 3.1429 | 88 | 0.8619 | 0.0867 | 0.8619 | 0.9284 |
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- | No log | 3.2143 | 90 | 0.7711 | -0.1067 | 0.7711 | 0.8781 |
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- | No log | 3.2857 | 92 | 0.7763 | -0.0499 | 0.7763 | 0.8811 |
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- | No log | 3.3571 | 94 | 0.7584 | -0.0035 | 0.7584 | 0.8709 |
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- | No log | 3.4286 | 96 | 0.7952 | -0.0739 | 0.7952 | 0.8917 |
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- | No log | 3.5 | 98 | 1.0817 | -0.0997 | 1.0817 | 1.0400 |
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- | No log | 3.5714 | 100 | 1.4947 | 0.0 | 1.4947 | 1.2226 |
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- | No log | 3.6429 | 102 | 1.5602 | 0.0 | 1.5602 | 1.2491 |
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- | No log | 3.7143 | 104 | 1.4634 | 0.0 | 1.4634 | 1.2097 |
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- | No log | 3.7857 | 106 | 1.2619 | 0.0032 | 1.2619 | 1.1233 |
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- | No log | 3.8571 | 108 | 1.0654 | -0.0686 | 1.0654 | 1.0322 |
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- | No log | 3.9286 | 110 | 1.0250 | 0.0006 | 1.0250 | 1.0124 |
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- | No log | 4.0 | 112 | 1.0063 | 0.0026 | 1.0063 | 1.0032 |
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- | No log | 4.0714 | 114 | 1.1073 | 0.0006 | 1.1073 | 1.0523 |
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- | No log | 4.1429 | 116 | 1.0283 | 0.0067 | 1.0283 | 1.0141 |
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- | No log | 4.2143 | 118 | 0.8550 | 0.0476 | 0.8550 | 0.9246 |
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- | No log | 4.2857 | 120 | 0.8535 | 0.0071 | 0.8535 | 0.9239 |
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- | No log | 4.3571 | 122 | 0.8225 | 0.0159 | 0.8225 | 0.9069 |
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- | No log | 4.4286 | 124 | 0.8770 | 0.0099 | 0.8770 | 0.9365 |
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- | No log | 4.5 | 126 | 0.8330 | -0.1599 | 0.8330 | 0.9127 |
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- | No log | 4.5714 | 128 | 0.8953 | -0.0204 | 0.8953 | 0.9462 |
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- | No log | 4.6429 | 130 | 0.9026 | -0.0144 | 0.9026 | 0.9501 |
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- | No log | 4.7143 | 132 | 1.0853 | -0.0327 | 1.0853 | 1.0418 |
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- | No log | 4.7857 | 134 | 1.3112 | -0.0746 | 1.3112 | 1.1451 |
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- | No log | 4.8571 | 136 | 1.0436 | -0.0355 | 1.0436 | 1.0216 |
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- | No log | 4.9286 | 138 | 0.9290 | -0.1737 | 0.9290 | 0.9638 |
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- | No log | 5.0 | 140 | 0.8617 | -0.1628 | 0.8617 | 0.9283 |
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- | No log | 5.0714 | 142 | 0.8067 | -0.1148 | 0.8067 | 0.8981 |
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- | No log | 5.1429 | 144 | 0.8360 | -0.0679 | 0.8360 | 0.9143 |
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- | No log | 5.2143 | 146 | 0.8129 | -0.0679 | 0.8129 | 0.9016 |
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- | No log | 5.2857 | 148 | 0.7987 | -0.1220 | 0.7987 | 0.8937 |
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- | No log | 5.3571 | 150 | 0.8537 | -0.1622 | 0.8537 | 0.9240 |
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- | No log | 5.4286 | 152 | 0.9453 | -0.2335 | 0.9453 | 0.9723 |
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- | No log | 5.5 | 154 | 1.0088 | -0.0853 | 1.0088 | 1.0044 |
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- | No log | 5.5714 | 156 | 0.9184 | 0.0955 | 0.9184 | 0.9583 |
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- | No log | 5.6429 | 158 | 0.8941 | -0.0089 | 0.8941 | 0.9456 |
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- | No log | 5.7143 | 160 | 0.8086 | -0.1893 | 0.8086 | 0.8992 |
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- | No log | 5.7857 | 162 | 0.8750 | 0.0191 | 0.8750 | 0.9354 |
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- | No log | 5.8571 | 164 | 1.1947 | -0.0892 | 1.1947 | 1.0930 |
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- | No log | 5.9286 | 166 | 1.0628 | -0.0877 | 1.0628 | 1.0309 |
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- | No log | 6.0 | 168 | 0.8180 | -0.0711 | 0.8180 | 0.9044 |
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- | No log | 6.0714 | 170 | 0.8524 | -0.0892 | 0.8524 | 0.9233 |
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- | No log | 6.1429 | 172 | 0.9325 | -0.1301 | 0.9325 | 0.9657 |
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- | No log | 6.2143 | 174 | 0.9280 | -0.1643 | 0.9280 | 0.9633 |
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- | No log | 6.2857 | 176 | 0.9077 | -0.1722 | 0.9077 | 0.9527 |
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- | No log | 6.3571 | 178 | 0.8847 | -0.1795 | 0.8847 | 0.9406 |
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- | No log | 6.4286 | 180 | 0.8702 | -0.0550 | 0.8702 | 0.9328 |
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- | No log | 6.5 | 182 | 0.9051 | 0.0152 | 0.9051 | 0.9514 |
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- | No log | 6.5714 | 184 | 0.8713 | -0.1395 | 0.8713 | 0.9335 |
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- | No log | 6.6429 | 186 | 0.8743 | -0.1795 | 0.8743 | 0.9350 |
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- | No log | 6.7143 | 188 | 0.8734 | -0.1054 | 0.8734 | 0.9346 |
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- | No log | 6.7857 | 190 | 0.9064 | 0.0095 | 0.9064 | 0.9520 |
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- | No log | 6.8571 | 192 | 0.9167 | 0.0068 | 0.9167 | 0.9574 |
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- | No log | 6.9286 | 194 | 0.8160 | -0.2439 | 0.8160 | 0.9033 |
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- | No log | 7.0 | 196 | 0.8828 | -0.1606 | 0.8828 | 0.9396 |
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- | No log | 7.0714 | 198 | 0.8607 | -0.1753 | 0.8607 | 0.9277 |
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- | No log | 7.1429 | 200 | 0.7719 | 0.0035 | 0.7719 | 0.8786 |
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- | No log | 7.2143 | 202 | 0.7247 | -0.0035 | 0.7247 | 0.8513 |
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- | No log | 7.2857 | 204 | 0.7492 | 0.0334 | 0.7492 | 0.8655 |
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- | No log | 7.3571 | 206 | 0.7610 | -0.0160 | 0.7610 | 0.8724 |
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- | No log | 7.4286 | 208 | 0.7998 | -0.1992 | 0.7998 | 0.8943 |
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- | No log | 7.5 | 210 | 0.9124 | 0.0315 | 0.9124 | 0.9552 |
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- | No log | 7.5714 | 212 | 0.9384 | 0.0734 | 0.9384 | 0.9687 |
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- | No log | 7.6429 | 214 | 0.8582 | -0.0248 | 0.8582 | 0.9264 |
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- | No log | 7.7143 | 216 | 0.8144 | -0.0407 | 0.8144 | 0.9024 |
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- | No log | 7.7857 | 218 | 0.7966 | -0.0204 | 0.7966 | 0.8925 |
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- | No log | 7.8571 | 220 | 0.7882 | 0.0260 | 0.7882 | 0.8878 |
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- | No log | 7.9286 | 222 | 0.7602 | -0.0188 | 0.7602 | 0.8719 |
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- | No log | 8.0 | 224 | 0.7368 | 0.0506 | 0.7368 | 0.8584 |
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- | No log | 8.0714 | 226 | 0.7308 | -0.0679 | 0.7308 | 0.8549 |
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- | No log | 8.1429 | 228 | 0.7456 | -0.1094 | 0.7456 | 0.8635 |
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- | No log | 8.2143 | 230 | 0.7958 | 0.1080 | 0.7958 | 0.8921 |
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- | No log | 8.2857 | 232 | 0.8331 | 0.1494 | 0.8331 | 0.9128 |
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- | No log | 8.3571 | 234 | 0.8055 | 0.0053 | 0.8055 | 0.8975 |
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- | No log | 8.4286 | 236 | 0.7917 | -0.0465 | 0.7917 | 0.8898 |
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- | No log | 8.5 | 238 | 0.7898 | -0.1033 | 0.7898 | 0.8887 |
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- | No log | 8.5714 | 240 | 0.8249 | -0.0870 | 0.8249 | 0.9082 |
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- | No log | 8.6429 | 242 | 0.8352 | -0.0488 | 0.8352 | 0.9139 |
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- | No log | 8.7143 | 244 | 0.8389 | -0.1531 | 0.8389 | 0.9159 |
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- | No log | 8.7857 | 246 | 0.8618 | -0.0921 | 0.8618 | 0.9283 |
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- | No log | 8.8571 | 248 | 0.8781 | -0.0921 | 0.8781 | 0.9371 |
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- | No log | 8.9286 | 250 | 0.8982 | -0.0524 | 0.8982 | 0.9477 |
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- | No log | 9.0 | 252 | 1.0144 | -0.0870 | 1.0144 | 1.0072 |
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- | No log | 9.0714 | 254 | 1.0521 | -0.0518 | 1.0521 | 1.0257 |
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- | No log | 9.1429 | 256 | 0.9554 | -0.0985 | 0.9554 | 0.9774 |
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- | No log | 9.2143 | 258 | 0.9103 | -0.1659 | 0.9103 | 0.9541 |
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- | No log | 9.2857 | 260 | 0.8921 | -0.0692 | 0.8921 | 0.9445 |
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- | No log | 9.3571 | 262 | 0.8332 | -0.1542 | 0.8332 | 0.9128 |
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- | No log | 9.4286 | 264 | 0.7961 | -0.1163 | 0.7961 | 0.8922 |
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- | No log | 9.5 | 266 | 0.8095 | -0.0711 | 0.8095 | 0.8997 |
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- | No log | 9.5714 | 268 | 0.8302 | -0.1106 | 0.8302 | 0.9111 |
186
- | No log | 9.6429 | 270 | 0.8751 | -0.1994 | 0.8751 | 0.9355 |
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- | No log | 9.7143 | 272 | 0.9101 | -0.1841 | 0.9101 | 0.9540 |
188
- | No log | 9.7857 | 274 | 0.9281 | -0.1334 | 0.9281 | 0.9634 |
189
- | No log | 9.8571 | 276 | 0.9526 | -0.0695 | 0.9526 | 0.9760 |
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- | No log | 9.9286 | 278 | 0.9363 | -0.0576 | 0.9363 | 0.9676 |
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- | No log | 10.0 | 280 | 0.8948 | 0.0570 | 0.8948 | 0.9460 |
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- | No log | 10.0714 | 282 | 0.8560 | -0.0831 | 0.8560 | 0.9252 |
193
- | No log | 10.1429 | 284 | 0.8485 | -0.0643 | 0.8485 | 0.9212 |
194
- | No log | 10.2143 | 286 | 0.8589 | -0.0295 | 0.8589 | 0.9268 |
195
- | No log | 10.2857 | 288 | 0.8301 | -0.0595 | 0.8301 | 0.9111 |
196
- | No log | 10.3571 | 290 | 0.8386 | -0.1088 | 0.8386 | 0.9157 |
197
- | No log | 10.4286 | 292 | 0.8458 | -0.1168 | 0.8458 | 0.9197 |
198
- | No log | 10.5 | 294 | 0.9138 | 0.0095 | 0.9138 | 0.9559 |
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- | No log | 10.5714 | 296 | 0.9158 | -0.0295 | 0.9158 | 0.9570 |
200
- | No log | 10.6429 | 298 | 0.8774 | 0.0 | 0.8774 | 0.9367 |
201
- | No log | 10.7143 | 300 | 0.8355 | -0.0334 | 0.8355 | 0.9140 |
202
- | No log | 10.7857 | 302 | 0.8193 | -0.0984 | 0.8193 | 0.9051 |
203
- | No log | 10.8571 | 304 | 0.8904 | -0.0240 | 0.8904 | 0.9436 |
204
- | No log | 10.9286 | 306 | 0.9050 | -0.0602 | 0.9050 | 0.9513 |
205
- | No log | 11.0 | 308 | 0.9002 | -0.0522 | 0.9002 | 0.9488 |
206
- | No log | 11.0714 | 310 | 0.8965 | -0.0861 | 0.8965 | 0.9468 |
207
- | No log | 11.1429 | 312 | 0.8612 | -0.1638 | 0.8612 | 0.9280 |
208
- | No log | 11.2143 | 314 | 0.8011 | -0.0628 | 0.8011 | 0.8950 |
209
- | No log | 11.2857 | 316 | 0.7432 | -0.0179 | 0.7432 | 0.8621 |
210
- | No log | 11.3571 | 318 | 0.7516 | -0.0179 | 0.7516 | 0.8670 |
211
- | No log | 11.4286 | 320 | 0.7356 | 0.0863 | 0.7356 | 0.8577 |
212
- | No log | 11.5 | 322 | 0.7507 | -0.0406 | 0.7507 | 0.8664 |
213
- | No log | 11.5714 | 324 | 0.8074 | 0.0654 | 0.8074 | 0.8985 |
214
- | No log | 11.6429 | 326 | 0.8159 | 0.1033 | 0.8159 | 0.9033 |
215
- | No log | 11.7143 | 328 | 0.8461 | -0.1066 | 0.8461 | 0.9198 |
216
- | No log | 11.7857 | 330 | 0.9572 | 0.0456 | 0.9572 | 0.9783 |
217
- | No log | 11.8571 | 332 | 0.9327 | 0.0490 | 0.9327 | 0.9658 |
218
- | No log | 11.9286 | 334 | 0.8767 | -0.0870 | 0.8767 | 0.9363 |
219
- | No log | 12.0 | 336 | 0.8457 | -0.0585 | 0.8457 | 0.9196 |
220
- | No log | 12.0714 | 338 | 0.8265 | 0.0673 | 0.8265 | 0.9091 |
221
- | No log | 12.1429 | 340 | 0.7976 | -0.0366 | 0.7976 | 0.8931 |
222
- | No log | 12.2143 | 342 | 0.7710 | -0.0065 | 0.7710 | 0.8781 |
223
- | No log | 12.2857 | 344 | 0.8183 | 0.0225 | 0.8183 | 0.9046 |
224
- | No log | 12.3571 | 346 | 0.8711 | 0.0512 | 0.8711 | 0.9333 |
225
- | No log | 12.4286 | 348 | 0.8644 | 0.0095 | 0.8644 | 0.9297 |
226
- | No log | 12.5 | 350 | 0.8387 | -0.0103 | 0.8387 | 0.9158 |
227
- | No log | 12.5714 | 352 | 0.8459 | 0.0547 | 0.8459 | 0.9197 |
228
- | No log | 12.6429 | 354 | 0.8581 | 0.0570 | 0.8581 | 0.9263 |
229
- | No log | 12.7143 | 356 | 0.8494 | 0.0377 | 0.8494 | 0.9216 |
230
- | No log | 12.7857 | 358 | 0.8546 | -0.0163 | 0.8546 | 0.9245 |
231
- | No log | 12.8571 | 360 | 0.8766 | 0.0639 | 0.8766 | 0.9363 |
232
- | No log | 12.9286 | 362 | 0.8850 | 0.1243 | 0.8850 | 0.9407 |
233
- | No log | 13.0 | 364 | 0.8220 | 0.0225 | 0.8220 | 0.9066 |
234
- | No log | 13.0714 | 366 | 0.8055 | -0.0091 | 0.8055 | 0.8975 |
235
- | No log | 13.1429 | 368 | 0.8138 | -0.0506 | 0.8138 | 0.9021 |
236
- | No log | 13.2143 | 370 | 0.8184 | -0.0506 | 0.8184 | 0.9047 |
237
- | No log | 13.2857 | 372 | 0.8110 | -0.0675 | 0.8110 | 0.9005 |
238
- | No log | 13.3571 | 374 | 0.8320 | 0.0670 | 0.8320 | 0.9122 |
239
- | No log | 13.4286 | 376 | 0.8471 | 0.0670 | 0.8471 | 0.9204 |
240
- | No log | 13.5 | 378 | 0.8309 | -0.0228 | 0.8309 | 0.9115 |
241
- | No log | 13.5714 | 380 | 0.8256 | -0.0228 | 0.8256 | 0.9086 |
242
- | No log | 13.6429 | 382 | 0.8559 | 0.0214 | 0.8559 | 0.9251 |
243
- | No log | 13.7143 | 384 | 0.8089 | -0.0204 | 0.8089 | 0.8994 |
244
- | No log | 13.7857 | 386 | 0.8045 | -0.0675 | 0.8045 | 0.8969 |
245
- | No log | 13.8571 | 388 | 0.8543 | -0.0228 | 0.8543 | 0.9243 |
246
- | No log | 13.9286 | 390 | 0.8913 | 0.0152 | 0.8913 | 0.9441 |
247
- | No log | 14.0 | 392 | 0.9386 | 0.0016 | 0.9386 | 0.9688 |
248
- | No log | 14.0714 | 394 | 0.9218 | 0.0068 | 0.9218 | 0.9601 |
249
- | No log | 14.1429 | 396 | 0.9641 | -0.0008 | 0.9641 | 0.9819 |
250
- | No log | 14.2143 | 398 | 1.0091 | 0.0711 | 1.0091 | 1.0045 |
251
- | No log | 14.2857 | 400 | 1.0131 | 0.0377 | 1.0131 | 1.0065 |
252
- | No log | 14.3571 | 402 | 0.9313 | 0.0442 | 0.9313 | 0.9650 |
253
- | No log | 14.4286 | 404 | 0.9295 | 0.0377 | 0.9295 | 0.9641 |
254
- | No log | 14.5 | 406 | 0.8364 | -0.0711 | 0.8364 | 0.9145 |
255
- | No log | 14.5714 | 408 | 0.8155 | -0.0711 | 0.8155 | 0.9030 |
256
- | No log | 14.6429 | 410 | 0.8220 | -0.0711 | 0.8220 | 0.9066 |
257
- | No log | 14.7143 | 412 | 0.8825 | 0.0999 | 0.8825 | 0.9394 |
258
- | No log | 14.7857 | 414 | 0.9846 | 0.0346 | 0.9846 | 0.9923 |
259
- | No log | 14.8571 | 416 | 0.9766 | 0.0456 | 0.9766 | 0.9882 |
260
- | No log | 14.9286 | 418 | 0.9607 | -0.0991 | 0.9607 | 0.9802 |
261
- | No log | 15.0 | 420 | 0.9600 | -0.1077 | 0.9600 | 0.9798 |
262
- | No log | 15.0714 | 422 | 0.9514 | -0.1227 | 0.9514 | 0.9754 |
263
- | No log | 15.1429 | 424 | 0.9783 | 0.0065 | 0.9783 | 0.9891 |
264
- | No log | 15.2143 | 426 | 0.9850 | 0.0793 | 0.9850 | 0.9925 |
265
- | No log | 15.2857 | 428 | 0.9158 | 0.0490 | 0.9158 | 0.9570 |
266
- | No log | 15.3571 | 430 | 0.8557 | -0.1116 | 0.8557 | 0.9250 |
267
- | No log | 15.4286 | 432 | 0.8411 | -0.1599 | 0.8411 | 0.9171 |
268
- | No log | 15.5 | 434 | 0.8361 | -0.2022 | 0.8361 | 0.9144 |
269
- | No log | 15.5714 | 436 | 0.8406 | 0.0225 | 0.8406 | 0.9168 |
270
- | No log | 15.6429 | 438 | 0.8324 | 0.0225 | 0.8324 | 0.9123 |
271
- | No log | 15.7143 | 440 | 0.8222 | -0.0240 | 0.8222 | 0.9067 |
272
- | No log | 15.7857 | 442 | 0.8183 | -0.0215 | 0.8183 | 0.9046 |
273
- | No log | 15.8571 | 444 | 0.8247 | -0.1682 | 0.8247 | 0.9081 |
274
- | No log | 15.9286 | 446 | 0.8506 | -0.1466 | 0.8506 | 0.9223 |
275
- | No log | 16.0 | 448 | 0.8342 | -0.1538 | 0.8342 | 0.9133 |
276
- | No log | 16.0714 | 450 | 0.8057 | -0.1682 | 0.8057 | 0.8976 |
277
- | No log | 16.1429 | 452 | 0.7949 | -0.1230 | 0.7949 | 0.8916 |
278
- | No log | 16.2143 | 454 | 0.8089 | -0.0215 | 0.8089 | 0.8994 |
279
- | No log | 16.2857 | 456 | 0.8405 | -0.0704 | 0.8405 | 0.9168 |
280
- | No log | 16.3571 | 458 | 0.8588 | -0.0992 | 0.8588 | 0.9267 |
281
- | No log | 16.4286 | 460 | 0.9039 | -0.0629 | 0.9039 | 0.9508 |
282
- | No log | 16.5 | 462 | 0.9440 | 0.0140 | 0.9440 | 0.9716 |
283
- | No log | 16.5714 | 464 | 0.9384 | -0.1026 | 0.9384 | 0.9687 |
284
- | No log | 16.6429 | 466 | 0.9149 | -0.0915 | 0.9149 | 0.9565 |
285
- | No log | 16.7143 | 468 | 0.9034 | -0.1334 | 0.9034 | 0.9505 |
286
- | No log | 16.7857 | 470 | 0.8971 | -0.1515 | 0.8971 | 0.9471 |
287
- | No log | 16.8571 | 472 | 0.8790 | -0.0690 | 0.8790 | 0.9375 |
288
- | No log | 16.9286 | 474 | 0.8371 | -0.1026 | 0.8371 | 0.9149 |
289
- | No log | 17.0 | 476 | 0.8293 | -0.1542 | 0.8293 | 0.9107 |
290
- | No log | 17.0714 | 478 | 0.8212 | -0.1542 | 0.8212 | 0.9062 |
291
- | No log | 17.1429 | 480 | 0.8246 | -0.0675 | 0.8246 | 0.9081 |
292
- | No log | 17.2143 | 482 | 0.8714 | 0.0512 | 0.8714 | 0.9335 |
293
- | No log | 17.2857 | 484 | 0.8904 | 0.1243 | 0.8904 | 0.9436 |
294
- | No log | 17.3571 | 486 | 0.8462 | 0.0549 | 0.8462 | 0.9199 |
295
- | No log | 17.4286 | 488 | 0.8219 | -0.0690 | 0.8219 | 0.9066 |
296
- | No log | 17.5 | 490 | 0.8308 | -0.1682 | 0.8308 | 0.9115 |
297
- | No log | 17.5714 | 492 | 0.8574 | -0.2446 | 0.8574 | 0.9259 |
298
- | No log | 17.6429 | 494 | 0.8567 | -0.1653 | 0.8567 | 0.9256 |
299
- | No log | 17.7143 | 496 | 0.8373 | -0.0999 | 0.8373 | 0.9150 |
300
- | No log | 17.7857 | 498 | 0.8332 | 0.0236 | 0.8332 | 0.9128 |
301
- | 0.3309 | 17.8571 | 500 | 0.8439 | 0.0205 | 0.8439 | 0.9186 |
302
- | 0.3309 | 17.9286 | 502 | 0.8387 | 0.0123 | 0.8387 | 0.9158 |
303
- | 0.3309 | 18.0 | 504 | 0.8531 | 0.1291 | 0.8531 | 0.9237 |
304
- | 0.3309 | 18.0714 | 506 | 0.8628 | 0.1291 | 0.8628 | 0.9289 |
305
- | 0.3309 | 18.1429 | 508 | 0.8534 | 0.0205 | 0.8534 | 0.9238 |
306
- | 0.3309 | 18.2143 | 510 | 0.8734 | -0.1464 | 0.8734 | 0.9346 |
307
- | 0.3309 | 18.2857 | 512 | 0.9376 | 0.0418 | 0.9376 | 0.9683 |
308
- | 0.3309 | 18.3571 | 514 | 0.9365 | 0.0703 | 0.9365 | 0.9677 |
309
- | 0.3309 | 18.4286 | 516 | 0.8820 | -0.1355 | 0.8820 | 0.9391 |
310
- | 0.3309 | 18.5 | 518 | 0.8705 | -0.1140 | 0.8705 | 0.9330 |
311
- | 0.3309 | 18.5714 | 520 | 0.9098 | 0.0456 | 0.9098 | 0.9539 |
312
- | 0.3309 | 18.6429 | 522 | 0.8826 | 0.0095 | 0.8826 | 0.9395 |
313
- | 0.3309 | 18.7143 | 524 | 0.8554 | 0.0205 | 0.8554 | 0.9249 |
314
- | 0.3309 | 18.7857 | 526 | 0.8213 | -0.0557 | 0.8213 | 0.9063 |
315
- | 0.3309 | 18.8571 | 528 | 0.8258 | -0.0370 | 0.8258 | 0.9087 |
316
- | 0.3309 | 18.9286 | 530 | 0.8578 | 0.0705 | 0.8578 | 0.9262 |
317
- | 0.3309 | 19.0 | 532 | 0.8565 | 0.0715 | 0.8565 | 0.9255 |
318
- | 0.3309 | 19.0714 | 534 | 0.8276 | 0.0610 | 0.8276 | 0.9097 |
319
- | 0.3309 | 19.1429 | 536 | 0.8176 | 0.0289 | 0.8176 | 0.9042 |
320
- | 0.3309 | 19.2143 | 538 | 0.9134 | 0.0871 | 0.9134 | 0.9557 |
321
- | 0.3309 | 19.2857 | 540 | 0.9810 | 0.0984 | 0.9810 | 0.9905 |
322
- | 0.3309 | 19.3571 | 542 | 0.9255 | 0.1107 | 0.9255 | 0.9620 |
323
- | 0.3309 | 19.4286 | 544 | 0.8267 | 0.0183 | 0.8267 | 0.9092 |
324
- | 0.3309 | 19.5 | 546 | 0.8039 | -0.0889 | 0.8039 | 0.8966 |
325
- | 0.3309 | 19.5714 | 548 | 0.8096 | -0.0831 | 0.8096 | 0.8998 |
326
- | 0.3309 | 19.6429 | 550 | 0.8093 | -0.0831 | 0.8093 | 0.8996 |
327
- | 0.3309 | 19.7143 | 552 | 0.8006 | -0.0992 | 0.8006 | 0.8948 |
328
 
329
 
330
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task3_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task3_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: 0.9776
19
+ - Qwk: -0.0486
20
+ - Mse: 0.9776
21
+ - Rmse: 0.9887
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0667 | 2 | 3.5131 | -0.0047 | 3.5131 | 1.8743 |
53
+ | No log | 0.1333 | 4 | 2.4381 | -0.0136 | 2.4381 | 1.5614 |
54
+ | No log | 0.2 | 6 | 1.8738 | -0.0015 | 1.8738 | 1.3689 |
55
+ | No log | 0.2667 | 8 | 1.6415 | 0.0213 | 1.6415 | 1.2812 |
56
+ | No log | 0.3333 | 10 | 1.0148 | 0.0493 | 1.0148 | 1.0074 |
57
+ | No log | 0.4 | 12 | 0.7753 | -0.1241 | 0.7753 | 0.8805 |
58
+ | No log | 0.4667 | 14 | 0.8139 | -0.1241 | 0.8139 | 0.9021 |
59
+ | No log | 0.5333 | 16 | 0.8538 | -0.1257 | 0.8538 | 0.9240 |
60
+ | No log | 0.6 | 18 | 1.1198 | -0.0234 | 1.1198 | 1.0582 |
61
+ | No log | 0.6667 | 20 | 1.1956 | -0.0234 | 1.1956 | 1.0934 |
62
+ | No log | 0.7333 | 22 | 1.1666 | -0.0468 | 1.1666 | 1.0801 |
63
+ | No log | 0.8 | 24 | 1.3179 | -0.0490 | 1.3179 | 1.1480 |
64
+ | No log | 0.8667 | 26 | 1.2304 | -0.0479 | 1.2304 | 1.1092 |
65
+ | No log | 0.9333 | 28 | 1.0196 | 0.1120 | 1.0196 | 1.0097 |
66
+ | No log | 1.0 | 30 | 0.9136 | -0.0852 | 0.9136 | 0.9558 |
67
+ | No log | 1.0667 | 32 | 0.9139 | -0.1257 | 0.9139 | 0.9560 |
68
+ | No log | 1.1333 | 34 | 1.0957 | -0.0117 | 1.0957 | 1.0468 |
69
+ | No log | 1.2 | 36 | 1.1909 | -0.0728 | 1.1909 | 1.0913 |
70
+ | No log | 1.2667 | 38 | 1.2048 | -0.0490 | 1.2048 | 1.0976 |
71
+ | No log | 1.3333 | 40 | 1.1212 | -0.0207 | 1.1212 | 1.0589 |
72
+ | No log | 1.4 | 42 | 1.0794 | -0.0207 | 1.0794 | 1.0389 |
73
+ | No log | 1.4667 | 44 | 1.0006 | -0.0117 | 1.0006 | 1.0003 |
74
+ | No log | 1.5333 | 46 | 0.9367 | -0.0031 | 0.9367 | 0.9678 |
75
+ | No log | 1.6 | 48 | 0.9499 | -0.0982 | 0.9499 | 0.9746 |
76
+ | No log | 1.6667 | 50 | 0.9470 | -0.0949 | 0.9470 | 0.9731 |
77
+ | No log | 1.7333 | 52 | 0.9841 | -0.0972 | 0.9841 | 0.9920 |
78
+ | No log | 1.8 | 54 | 0.8885 | -0.0870 | 0.8885 | 0.9426 |
79
+ | No log | 1.8667 | 56 | 0.8609 | -0.0833 | 0.8609 | 0.9278 |
80
+ | No log | 1.9333 | 58 | 0.9142 | -0.0474 | 0.9142 | 0.9561 |
81
+ | No log | 2.0 | 60 | 1.2423 | 0.0080 | 1.2423 | 1.1146 |
82
+ | No log | 2.0667 | 62 | 1.5006 | -0.0247 | 1.5006 | 1.2250 |
83
+ | No log | 2.1333 | 64 | 0.9827 | -0.0923 | 0.9827 | 0.9913 |
84
+ | No log | 2.2 | 66 | 0.9473 | -0.1270 | 0.9473 | 0.9733 |
85
+ | No log | 2.2667 | 68 | 1.1466 | -0.0149 | 1.1466 | 1.0708 |
86
+ | No log | 2.3333 | 70 | 1.2618 | -0.0468 | 1.2618 | 1.1233 |
87
+ | No log | 2.4 | 72 | 1.4064 | -0.0490 | 1.4064 | 1.1859 |
88
+ | No log | 2.4667 | 74 | 1.1259 | -0.0648 | 1.1259 | 1.0611 |
89
+ | No log | 2.5333 | 76 | 0.9266 | -0.0056 | 0.9266 | 0.9626 |
90
+ | No log | 2.6 | 78 | 0.8329 | -0.1738 | 0.8329 | 0.9127 |
91
+ | No log | 2.6667 | 80 | 0.8766 | -0.2201 | 0.8766 | 0.9363 |
92
+ | No log | 2.7333 | 82 | 1.2317 | 0.0107 | 1.2317 | 1.1098 |
93
+ | No log | 2.8 | 84 | 1.0827 | -0.0097 | 1.0827 | 1.0405 |
94
+ | No log | 2.8667 | 86 | 0.7884 | -0.1765 | 0.7884 | 0.8879 |
95
+ | No log | 2.9333 | 88 | 0.7640 | -0.1765 | 0.7640 | 0.8741 |
96
+ | No log | 3.0 | 90 | 0.8561 | -0.0371 | 0.8561 | 0.9253 |
97
+ | No log | 3.0667 | 92 | 0.9791 | -0.0143 | 0.9791 | 0.9895 |
98
+ | No log | 3.1333 | 94 | 1.1213 | -0.0236 | 1.1213 | 1.0589 |
99
+ | No log | 3.2 | 96 | 0.8628 | 0.0099 | 0.8628 | 0.9289 |
100
+ | No log | 3.2667 | 98 | 0.8022 | 0.0282 | 0.8022 | 0.8956 |
101
+ | No log | 3.3333 | 100 | 0.9561 | 0.0748 | 0.9561 | 0.9778 |
102
+ | No log | 3.4 | 102 | 1.5883 | -0.0157 | 1.5883 | 1.2603 |
103
+ | No log | 3.4667 | 104 | 1.4914 | -0.0367 | 1.4914 | 1.2212 |
104
+ | No log | 3.5333 | 106 | 0.8354 | 0.1047 | 0.8354 | 0.9140 |
105
+ | No log | 3.6 | 108 | 0.7572 | -0.0069 | 0.7572 | 0.8701 |
106
+ | No log | 3.6667 | 110 | 0.7803 | -0.1158 | 0.7803 | 0.8833 |
107
+ | No log | 3.7333 | 112 | 0.8736 | 0.0191 | 0.8736 | 0.9347 |
108
+ | No log | 3.8 | 114 | 0.9521 | 0.0099 | 0.9521 | 0.9758 |
109
+ | No log | 3.8667 | 116 | 0.8729 | -0.0264 | 0.8729 | 0.9343 |
110
+ | No log | 3.9333 | 118 | 0.9282 | 0.0099 | 0.9282 | 0.9634 |
111
+ | No log | 4.0 | 120 | 0.9595 | 0.0071 | 0.9595 | 0.9795 |
112
+ | No log | 4.0667 | 122 | 0.9910 | 0.0476 | 0.9910 | 0.9955 |
113
+ | No log | 4.1333 | 124 | 1.0764 | 0.1064 | 1.0764 | 1.0375 |
114
+ | No log | 4.2 | 126 | 1.1015 | 0.0587 | 1.1015 | 1.0495 |
115
+ | No log | 4.2667 | 128 | 1.0262 | -0.0076 | 1.0262 | 1.0130 |
116
+ | No log | 4.3333 | 130 | 0.8181 | -0.0690 | 0.8181 | 0.9045 |
117
+ | No log | 4.4 | 132 | 0.8146 | -0.0628 | 0.8146 | 0.9025 |
118
+ | No log | 4.4667 | 134 | 0.8775 | 0.0956 | 0.8775 | 0.9367 |
119
+ | No log | 4.5333 | 136 | 0.9801 | 0.0651 | 0.9801 | 0.9900 |
120
+ | No log | 4.6 | 138 | 1.0972 | -0.0597 | 1.0972 | 1.0475 |
121
+ | No log | 4.6667 | 140 | 0.9882 | 0.0200 | 0.9882 | 0.9941 |
122
+ | No log | 4.7333 | 142 | 0.8248 | 0.1495 | 0.8248 | 0.9082 |
123
+ | No log | 4.8 | 144 | 0.8245 | 0.1001 | 0.8245 | 0.9080 |
124
+ | No log | 4.8667 | 146 | 0.7699 | 0.0863 | 0.7699 | 0.8774 |
125
+ | No log | 4.9333 | 148 | 0.8749 | 0.0525 | 0.8749 | 0.9354 |
126
+ | No log | 5.0 | 150 | 1.0273 | 0.0304 | 1.0273 | 1.0136 |
127
+ | No log | 5.0667 | 152 | 0.8164 | -0.0228 | 0.8164 | 0.9035 |
128
+ | No log | 5.1333 | 154 | 0.7985 | -0.1081 | 0.7985 | 0.8936 |
129
+ | No log | 5.2 | 156 | 0.8151 | -0.1100 | 0.8151 | 0.9028 |
130
+ | No log | 5.2667 | 158 | 0.9998 | 0.0424 | 0.9998 | 0.9999 |
131
+ | No log | 5.3333 | 160 | 1.1507 | -0.0877 | 1.1507 | 1.0727 |
132
+ | No log | 5.4 | 162 | 1.2389 | -0.1848 | 1.2389 | 1.1131 |
133
+ | No log | 5.4667 | 164 | 1.0366 | -0.0031 | 1.0366 | 1.0181 |
134
+ | No log | 5.5333 | 166 | 0.8563 | -0.1535 | 0.8563 | 0.9254 |
135
+ | No log | 5.6 | 168 | 0.8931 | -0.1208 | 0.8931 | 0.9450 |
136
+ | No log | 5.6667 | 170 | 0.8559 | -0.1964 | 0.8559 | 0.9251 |
137
+ | No log | 5.7333 | 172 | 0.9774 | 0.0456 | 0.9774 | 0.9886 |
138
+ | No log | 5.8 | 174 | 1.0261 | 0.0727 | 1.0261 | 1.0129 |
139
+ | No log | 5.8667 | 176 | 0.9066 | -0.0170 | 0.9066 | 0.9521 |
140
+ | No log | 5.9333 | 178 | 0.8845 | -0.0992 | 0.8845 | 0.9405 |
141
+ | No log | 6.0 | 180 | 0.8732 | -0.1964 | 0.8732 | 0.9344 |
142
+ | No log | 6.0667 | 182 | 0.9828 | 0.0831 | 0.9828 | 0.9914 |
143
+ | No log | 6.1333 | 184 | 1.2192 | -0.1240 | 1.2192 | 1.1042 |
144
+ | No log | 6.2 | 186 | 1.0906 | 0.0175 | 1.0906 | 1.0443 |
145
+ | No log | 6.2667 | 188 | 0.8674 | -0.0204 | 0.8674 | 0.9313 |
146
+ | No log | 6.3333 | 190 | 0.8596 | 0.0282 | 0.8596 | 0.9271 |
147
+ | No log | 6.4 | 192 | 0.9030 | 0.1001 | 0.9030 | 0.9503 |
148
+ | No log | 6.4667 | 194 | 0.9673 | 0.0304 | 0.9673 | 0.9835 |
149
+ | No log | 6.5333 | 196 | 0.8846 | -0.0583 | 0.8846 | 0.9405 |
150
+ | No log | 6.6 | 198 | 0.9039 | -0.0163 | 0.9039 | 0.9508 |
151
+ | No log | 6.6667 | 200 | 1.0723 | -0.0151 | 1.0723 | 1.0355 |
152
+ | No log | 6.7333 | 202 | 1.2864 | -0.1508 | 1.2864 | 1.1342 |
153
+ | No log | 6.8 | 204 | 1.2213 | -0.1201 | 1.2213 | 1.1051 |
154
+ | No log | 6.8667 | 206 | 0.9545 | -0.0209 | 0.9545 | 0.9770 |
155
+ | No log | 6.9333 | 208 | 0.9092 | -0.1529 | 0.9092 | 0.9535 |
156
+ | No log | 7.0 | 210 | 0.9356 | -0.0173 | 0.9356 | 0.9672 |
157
+ | No log | 7.0667 | 212 | 0.8927 | -0.1397 | 0.8927 | 0.9448 |
158
+ | No log | 7.1333 | 214 | 1.1073 | -0.0877 | 1.1073 | 1.0523 |
159
+ | No log | 7.2 | 216 | 1.6210 | -0.0961 | 1.6210 | 1.2732 |
160
+ | No log | 7.2667 | 218 | 1.5771 | -0.0435 | 1.5771 | 1.2558 |
161
+ | No log | 7.3333 | 220 | 1.1479 | -0.0936 | 1.1479 | 1.0714 |
162
+ | No log | 7.4 | 222 | 0.9211 | -0.0658 | 0.9211 | 0.9597 |
163
+ | No log | 7.4667 | 224 | 0.8975 | -0.2126 | 0.8975 | 0.9474 |
164
+ | No log | 7.5333 | 226 | 1.0027 | -0.0373 | 1.0027 | 1.0013 |
165
+ | No log | 7.6 | 228 | 1.0472 | -0.0818 | 1.0472 | 1.0233 |
166
+ | No log | 7.6667 | 230 | 0.9830 | -0.0767 | 0.9830 | 0.9915 |
167
+ | No log | 7.7333 | 232 | 0.9349 | -0.1668 | 0.9349 | 0.9669 |
168
+ | No log | 7.8 | 234 | 1.0282 | 0.0016 | 1.0282 | 1.0140 |
169
+ | No log | 7.8667 | 236 | 1.0299 | 0.0392 | 1.0299 | 1.0148 |
170
+ | No log | 7.9333 | 238 | 0.9387 | -0.1334 | 0.9387 | 0.9689 |
171
+ | No log | 8.0 | 240 | 0.9171 | -0.2326 | 0.9171 | 0.9577 |
172
+ | No log | 8.0667 | 242 | 0.9730 | 0.0586 | 0.9731 | 0.9864 |
173
+ | No log | 8.1333 | 244 | 1.1650 | -0.1186 | 1.1650 | 1.0793 |
174
+ | No log | 8.2 | 246 | 1.1539 | -0.0482 | 1.1539 | 1.0742 |
175
+ | No log | 8.2667 | 248 | 1.0349 | -0.1152 | 1.0349 | 1.0173 |
176
+ | No log | 8.3333 | 250 | 0.9398 | -0.1675 | 0.9398 | 0.9695 |
177
+ | No log | 8.4 | 252 | 0.9130 | -0.1233 | 0.9130 | 0.9555 |
178
+ | No log | 8.4667 | 254 | 0.9593 | -0.0766 | 0.9593 | 0.9794 |
179
+ | No log | 8.5333 | 256 | 0.9160 | -0.1233 | 0.9160 | 0.9571 |
180
+ | No log | 8.6 | 258 | 0.9095 | -0.1233 | 0.9095 | 0.9537 |
181
+ | No log | 8.6667 | 260 | 0.9293 | -0.0240 | 0.9293 | 0.9640 |
182
+ | No log | 8.7333 | 262 | 0.9654 | -0.0753 | 0.9654 | 0.9825 |
183
+ | No log | 8.8 | 264 | 1.0399 | 0.0099 | 1.0399 | 1.0198 |
184
+ | No log | 8.8667 | 266 | 0.9838 | -0.1180 | 0.9838 | 0.9919 |
185
+ | No log | 8.9333 | 268 | 0.9702 | -0.2649 | 0.9702 | 0.9850 |
186
+ | No log | 9.0 | 270 | 0.9467 | -0.2108 | 0.9467 | 0.9730 |
187
+ | No log | 9.0667 | 272 | 0.8985 | -0.1538 | 0.8985 | 0.9479 |
188
+ | No log | 9.1333 | 274 | 0.9196 | -0.1662 | 0.9196 | 0.9590 |
189
+ | No log | 9.2 | 276 | 1.1337 | -0.1236 | 1.1337 | 1.0648 |
190
+ | No log | 9.2667 | 278 | 1.2378 | -0.0966 | 1.2378 | 1.1125 |
191
+ | No log | 9.3333 | 280 | 1.0888 | -0.0892 | 1.0888 | 1.0435 |
192
+ | No log | 9.4 | 282 | 0.9050 | -0.1172 | 0.9050 | 0.9513 |
193
+ | No log | 9.4667 | 284 | 0.8758 | -0.2884 | 0.8758 | 0.9358 |
194
+ | No log | 9.5333 | 286 | 0.8855 | -0.2997 | 0.8855 | 0.9410 |
195
+ | No log | 9.6 | 288 | 0.8558 | -0.2067 | 0.8558 | 0.9251 |
196
+ | No log | 9.6667 | 290 | 0.8522 | -0.1163 | 0.8522 | 0.9232 |
197
+ | No log | 9.7333 | 292 | 1.1085 | -0.1232 | 1.1085 | 1.0528 |
198
+ | No log | 9.8 | 294 | 1.2754 | -0.0961 | 1.2754 | 1.1293 |
199
+ | No log | 9.8667 | 296 | 1.2014 | -0.1238 | 1.2014 | 1.0961 |
200
+ | No log | 9.9333 | 298 | 1.0478 | -0.0471 | 1.0478 | 1.0236 |
201
+ | No log | 10.0 | 300 | 0.9106 | -0.1111 | 0.9106 | 0.9543 |
202
+ | No log | 10.0667 | 302 | 0.8955 | -0.1531 | 0.8955 | 0.9463 |
203
+ | No log | 10.1333 | 304 | 0.8917 | -0.1535 | 0.8917 | 0.9443 |
204
+ | No log | 10.2 | 306 | 0.9311 | -0.0316 | 0.9311 | 0.9649 |
205
+ | No log | 10.2667 | 308 | 0.9587 | 0.0476 | 0.9587 | 0.9791 |
206
+ | No log | 10.3333 | 310 | 0.8815 | 0.0680 | 0.8815 | 0.9389 |
207
+ | No log | 10.4 | 312 | 0.8335 | -0.2144 | 0.8335 | 0.9130 |
208
+ | No log | 10.4667 | 314 | 0.8314 | -0.2564 | 0.8314 | 0.9118 |
209
+ | No log | 10.5333 | 316 | 0.8088 | -0.1697 | 0.8088 | 0.8993 |
210
+ | No log | 10.6 | 318 | 0.8758 | 0.1148 | 0.8758 | 0.9358 |
211
+ | No log | 10.6667 | 320 | 1.0104 | -0.0558 | 1.0104 | 1.0052 |
212
+ | No log | 10.7333 | 322 | 0.9818 | 0.0642 | 0.9818 | 0.9908 |
213
+ | No log | 10.8 | 324 | 0.8745 | -0.0252 | 0.8745 | 0.9351 |
214
+ | No log | 10.8667 | 326 | 0.8403 | -0.1706 | 0.8403 | 0.9167 |
215
+ | No log | 10.9333 | 328 | 0.8489 | -0.1706 | 0.8489 | 0.9213 |
216
+ | No log | 11.0 | 330 | 0.8710 | -0.0228 | 0.8710 | 0.9333 |
217
+ | No log | 11.0667 | 332 | 0.9946 | -0.1214 | 0.9946 | 0.9973 |
218
+ | No log | 11.1333 | 334 | 1.0534 | -0.1276 | 1.0534 | 1.0263 |
219
+ | No log | 11.2 | 336 | 0.9664 | -0.0033 | 0.9664 | 0.9831 |
220
+ | No log | 11.2667 | 338 | 0.8673 | 0.0225 | 0.8673 | 0.9313 |
221
+ | No log | 11.3333 | 340 | 0.8289 | -0.0240 | 0.8289 | 0.9104 |
222
+ | No log | 11.4 | 342 | 0.8358 | 0.0670 | 0.8358 | 0.9142 |
223
+ | No log | 11.4667 | 344 | 0.8397 | 0.0628 | 0.8397 | 0.9164 |
224
+ | No log | 11.5333 | 346 | 0.8100 | -0.0188 | 0.8100 | 0.9000 |
225
+ | No log | 11.6 | 348 | 0.7887 | -0.1223 | 0.7887 | 0.8881 |
226
+ | No log | 11.6667 | 350 | 0.7983 | -0.1158 | 0.7983 | 0.8935 |
227
+ | No log | 11.7333 | 352 | 0.8266 | 0.0723 | 0.8266 | 0.9091 |
228
+ | No log | 11.8 | 354 | 0.8676 | 0.0956 | 0.8676 | 0.9315 |
229
+ | No log | 11.8667 | 356 | 0.9649 | 0.0233 | 0.9649 | 0.9823 |
230
+ | No log | 11.9333 | 358 | 1.0372 | -0.0558 | 1.0372 | 1.0184 |
231
+ | No log | 12.0 | 360 | 0.9375 | 0.0676 | 0.9375 | 0.9682 |
232
+ | No log | 12.0667 | 362 | 0.8667 | 0.0953 | 0.8667 | 0.9310 |
233
+ | No log | 12.1333 | 364 | 0.8363 | -0.0690 | 0.8363 | 0.9145 |
234
+ | No log | 12.2 | 366 | 0.8260 | -0.1675 | 0.8260 | 0.9089 |
235
+ | No log | 12.2667 | 368 | 0.8511 | -0.0690 | 0.8511 | 0.9225 |
236
+ | No log | 12.3333 | 370 | 0.9107 | 0.0152 | 0.9107 | 0.9543 |
237
+ | No log | 12.4 | 372 | 0.9321 | 0.0490 | 0.9321 | 0.9654 |
238
+ | No log | 12.4667 | 374 | 0.8635 | -0.0690 | 0.8635 | 0.9292 |
239
+ | No log | 12.5333 | 376 | 0.8385 | -0.1168 | 0.8385 | 0.9157 |
240
+ | No log | 12.6 | 378 | 0.8506 | -0.0228 | 0.8506 | 0.9223 |
241
+ | No log | 12.6667 | 380 | 0.9131 | 0.0123 | 0.9131 | 0.9556 |
242
+ | No log | 12.7333 | 382 | 1.0454 | 0.0233 | 1.0454 | 1.0225 |
243
+ | No log | 12.8 | 384 | 1.0903 | -0.0583 | 1.0903 | 1.0442 |
244
+ | No log | 12.8667 | 386 | 1.0069 | -0.0182 | 1.0069 | 1.0035 |
245
+ | No log | 12.9333 | 388 | 0.8618 | 0.1449 | 0.8618 | 0.9283 |
246
+ | No log | 13.0 | 390 | 0.8220 | 0.1148 | 0.8220 | 0.9066 |
247
+ | No log | 13.0667 | 392 | 0.7961 | -0.0660 | 0.7961 | 0.8922 |
248
+ | No log | 13.1333 | 394 | 0.8033 | -0.1158 | 0.8033 | 0.8963 |
249
+ | No log | 13.2 | 396 | 0.8689 | 0.1096 | 0.8689 | 0.9322 |
250
+ | No log | 13.2667 | 398 | 1.0573 | -0.0513 | 1.0573 | 1.0283 |
251
+ | No log | 13.3333 | 400 | 1.0554 | -0.0513 | 1.0554 | 1.0273 |
252
+ | No log | 13.4 | 402 | 1.0422 | -0.0118 | 1.0422 | 1.0209 |
253
+ | No log | 13.4667 | 404 | 0.9958 | -0.0052 | 0.9958 | 0.9979 |
254
+ | No log | 13.5333 | 406 | 0.9793 | 0.0438 | 0.9793 | 0.9896 |
255
+ | No log | 13.6 | 408 | 1.0005 | 0.0016 | 1.0005 | 1.0003 |
256
+ | No log | 13.6667 | 410 | 1.0218 | -0.0425 | 1.0218 | 1.0108 |
257
+ | No log | 13.7333 | 412 | 1.0467 | -0.0513 | 1.0467 | 1.0231 |
258
+ | No log | 13.8 | 414 | 1.0040 | -0.0118 | 1.0040 | 1.0020 |
259
+ | No log | 13.8667 | 416 | 0.9532 | 0.0016 | 0.9532 | 0.9763 |
260
+ | No log | 13.9333 | 418 | 0.9559 | -0.0008 | 0.9559 | 0.9777 |
261
+ | No log | 14.0 | 420 | 1.0258 | -0.0200 | 1.0258 | 1.0128 |
262
+ | No log | 14.0667 | 422 | 1.0561 | -0.0200 | 1.0561 | 1.0277 |
263
+ | No log | 14.1333 | 424 | 1.0139 | -0.0441 | 1.0139 | 1.0069 |
264
+ | No log | 14.2 | 426 | 0.9686 | -0.0408 | 0.9686 | 0.9842 |
265
+ | No log | 14.2667 | 428 | 0.9869 | -0.0076 | 0.9869 | 0.9934 |
266
+ | No log | 14.3333 | 430 | 0.9903 | 0.0362 | 0.9903 | 0.9952 |
267
+ | No log | 14.4 | 432 | 0.9468 | 0.0490 | 0.9468 | 0.9730 |
268
+ | No log | 14.4667 | 434 | 0.9366 | 0.0490 | 0.9366 | 0.9678 |
269
+ | No log | 14.5333 | 436 | 0.9002 | 0.0095 | 0.9002 | 0.9488 |
270
+ | No log | 14.6 | 438 | 0.8666 | -0.1656 | 0.8666 | 0.9309 |
271
+ | No log | 14.6667 | 440 | 0.8570 | -0.1172 | 0.8570 | 0.9257 |
272
+ | No log | 14.7333 | 442 | 0.8645 | -0.1176 | 0.8645 | 0.9298 |
273
+ | No log | 14.8 | 444 | 0.8718 | -0.1176 | 0.8718 | 0.9337 |
274
+ | No log | 14.8667 | 446 | 0.9087 | 0.0867 | 0.9087 | 0.9533 |
275
+ | No log | 14.9333 | 448 | 0.9223 | 0.0748 | 0.9223 | 0.9604 |
276
+ | No log | 15.0 | 450 | 0.9028 | 0.0442 | 0.9028 | 0.9501 |
277
+ | No log | 15.0667 | 452 | 0.8608 | 0.0191 | 0.8608 | 0.9278 |
278
+ | No log | 15.1333 | 454 | 0.8544 | -0.0690 | 0.8544 | 0.9243 |
279
+ | No log | 15.2 | 456 | 0.8816 | 0.0670 | 0.8816 | 0.9389 |
280
+ | No log | 15.2667 | 458 | 0.9061 | -0.0295 | 0.9061 | 0.9519 |
281
+ | No log | 15.3333 | 460 | 0.9230 | -0.0755 | 0.9230 | 0.9607 |
282
+ | No log | 15.4 | 462 | 0.9615 | -0.0425 | 0.9615 | 0.9806 |
283
+ | No log | 15.4667 | 464 | 1.0388 | -0.0143 | 1.0388 | 1.0192 |
284
+ | No log | 15.5333 | 466 | 1.0613 | -0.0558 | 1.0613 | 1.0302 |
285
+ | No log | 15.6 | 468 | 0.9523 | -0.0122 | 0.9523 | 0.9758 |
286
+ | No log | 15.6667 | 470 | 0.8562 | 0.0129 | 0.8562 | 0.9253 |
287
+ | No log | 15.7333 | 472 | 0.8286 | -0.0179 | 0.8286 | 0.9103 |
288
+ | No log | 15.8 | 474 | 0.8430 | -0.0179 | 0.8430 | 0.9182 |
289
+ | No log | 15.8667 | 476 | 0.8688 | -0.0704 | 0.8688 | 0.9321 |
290
+ | No log | 15.9333 | 478 | 0.8951 | 0.0600 | 0.8951 | 0.9461 |
291
+ | No log | 16.0 | 480 | 0.9302 | 0.0456 | 0.9302 | 0.9645 |
292
+ | No log | 16.0667 | 482 | 0.9860 | 0.0304 | 0.9860 | 0.9930 |
293
+ | No log | 16.1333 | 484 | 0.9396 | -0.0031 | 0.9396 | 0.9693 |
294
+ | No log | 16.2 | 486 | 0.8675 | 0.0600 | 0.8675 | 0.9314 |
295
+ | No log | 16.2667 | 488 | 0.8016 | -0.0179 | 0.8016 | 0.8953 |
296
+ | No log | 16.3333 | 490 | 0.7812 | -0.1697 | 0.7812 | 0.8839 |
297
+ | No log | 16.4 | 492 | 0.7698 | -0.1223 | 0.7698 | 0.8774 |
298
+ | No log | 16.4667 | 494 | 0.8518 | 0.1047 | 0.8518 | 0.9229 |
299
+ | No log | 16.5333 | 496 | 1.0567 | -0.0916 | 1.0567 | 1.0279 |
300
+ | No log | 16.6 | 498 | 1.1061 | -0.1281 | 1.1061 | 1.0517 |
301
+ | 0.2931 | 16.6667 | 500 | 1.0393 | -0.0143 | 1.0393 | 1.0195 |
302
+ | 0.2931 | 16.7333 | 502 | 0.9329 | 0.0525 | 0.9329 | 0.9659 |
303
+ | 0.2931 | 16.8 | 504 | 0.9059 | 0.0600 | 0.9059 | 0.9518 |
304
+ | 0.2931 | 16.8667 | 506 | 0.9510 | 0.0562 | 0.9510 | 0.9752 |
305
+ | 0.2931 | 16.9333 | 508 | 1.0373 | -0.0076 | 1.0373 | 1.0185 |
306
+ | 0.2931 | 17.0 | 510 | 1.1550 | -0.0595 | 1.1550 | 1.0747 |
307
+ | 0.2931 | 17.0667 | 512 | 1.2322 | -0.1282 | 1.2322 | 1.1100 |
308
+ | 0.2931 | 17.1333 | 514 | 1.1344 | -0.0943 | 1.1344 | 1.0651 |
309
+ | 0.2931 | 17.2 | 516 | 0.9585 | 0.0377 | 0.9585 | 0.9790 |
310
+ | 0.2931 | 17.2667 | 518 | 0.8701 | 0.0600 | 0.8701 | 0.9328 |
311
+ | 0.2931 | 17.3333 | 520 | 0.8325 | 0.0680 | 0.8325 | 0.9124 |
312
+ | 0.2931 | 17.4 | 522 | 0.8413 | 0.1096 | 0.8413 | 0.9172 |
313
+ | 0.2931 | 17.4667 | 524 | 0.8374 | 0.0680 | 0.8374 | 0.9151 |
314
+ | 0.2931 | 17.5333 | 526 | 0.8357 | -0.0550 | 0.8357 | 0.9142 |
315
+ | 0.2931 | 17.6 | 528 | 0.8365 | -0.1040 | 0.8365 | 0.9146 |
316
+ | 0.2931 | 17.6667 | 530 | 0.8296 | 0.0690 | 0.8296 | 0.9108 |
317
+ | 0.2931 | 17.7333 | 532 | 0.9083 | 0.0913 | 0.9083 | 0.9531 |
318
+ | 0.2931 | 17.8 | 534 | 1.0396 | -0.0885 | 1.0396 | 1.0196 |
319
+ | 0.2931 | 17.8667 | 536 | 1.1124 | -0.0936 | 1.1124 | 1.0547 |
320
+ | 0.2931 | 17.9333 | 538 | 1.0843 | -0.0936 | 1.0843 | 1.0413 |
321
+ | 0.2931 | 18.0 | 540 | 1.0450 | -0.0583 | 1.0450 | 1.0223 |
322
+ | 0.2931 | 18.0667 | 542 | 0.9776 | -0.0486 | 0.9776 | 0.9887 |
 
 
 
 
 
323
 
324
 
325
  ### Framework versions