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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task5_organization

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Training in progress, step 500

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  1. README.md +268 -279
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_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: 1.0468
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- - Qwk: 0.2416
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- - Mse: 1.0468
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- - Rmse: 1.0232
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  ## Model description
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@@ -47,279 +47,268 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0541 | 2 | 4.1017 | -0.0232 | 4.1017 | 2.0253 |
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- | No log | 0.1081 | 4 | 2.7212 | -0.0611 | 2.7212 | 1.6496 |
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- | No log | 0.1622 | 6 | 2.0090 | -0.0332 | 2.0090 | 1.4174 |
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- | No log | 0.2162 | 8 | 1.1455 | 0.1240 | 1.1455 | 1.0703 |
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- | No log | 0.2703 | 10 | 1.3712 | -0.0148 | 1.3712 | 1.1710 |
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- | No log | 0.3243 | 12 | 1.4678 | -0.0148 | 1.4678 | 1.2115 |
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- | No log | 0.3784 | 14 | 1.4022 | -0.0148 | 1.4022 | 1.1841 |
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- | No log | 0.4324 | 16 | 1.4119 | 0.0 | 1.4119 | 1.1882 |
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- | No log | 0.4865 | 18 | 1.3924 | 0.0 | 1.3924 | 1.1800 |
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- | No log | 0.5405 | 20 | 1.3564 | 0.0 | 1.3564 | 1.1646 |
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- | No log | 0.5946 | 22 | 1.2494 | 0.0613 | 1.2494 | 1.1177 |
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- | No log | 0.6486 | 24 | 1.3374 | 0.1928 | 1.3374 | 1.1565 |
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- | No log | 0.7027 | 26 | 1.5749 | 0.1133 | 1.5749 | 1.2550 |
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- | No log | 0.7568 | 28 | 1.7326 | 0.1172 | 1.7326 | 1.3163 |
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- | No log | 0.8108 | 30 | 1.8030 | 0.0314 | 1.8030 | 1.3428 |
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- | No log | 0.8649 | 32 | 1.8724 | 0.0852 | 1.8724 | 1.3684 |
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- | No log | 0.9189 | 34 | 1.5890 | 0.0866 | 1.5890 | 1.2606 |
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- | No log | 0.9730 | 36 | 1.4389 | 0.1474 | 1.4389 | 1.1995 |
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- | No log | 1.0270 | 38 | 1.5195 | 0.1453 | 1.5195 | 1.2327 |
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- | No log | 1.0811 | 40 | 1.6865 | 0.0999 | 1.6865 | 1.2987 |
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- | No log | 1.1351 | 42 | 2.2692 | 0.0770 | 2.2692 | 1.5064 |
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- | No log | 1.1892 | 44 | 2.4662 | 0.0617 | 2.4662 | 1.5704 |
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- | No log | 1.2432 | 46 | 2.0511 | 0.0970 | 2.0511 | 1.4322 |
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- | No log | 1.2973 | 48 | 1.2653 | 0.1750 | 1.2653 | 1.1249 |
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- | No log | 1.3514 | 50 | 1.0914 | 0.1794 | 1.0914 | 1.0447 |
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- | No log | 1.4054 | 52 | 1.0844 | 0.1944 | 1.0844 | 1.0413 |
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- | No log | 1.4595 | 54 | 1.1041 | 0.1799 | 1.1041 | 1.0508 |
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- | No log | 1.5135 | 56 | 1.1663 | 0.1732 | 1.1663 | 1.0800 |
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- | No log | 1.5676 | 58 | 1.4073 | 0.1429 | 1.4073 | 1.1863 |
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- | No log | 1.6216 | 60 | 1.7074 | 0.1473 | 1.7074 | 1.3067 |
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- | No log | 1.6757 | 62 | 1.6074 | 0.1878 | 1.6074 | 1.2678 |
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- | No log | 1.7297 | 64 | 1.3074 | 0.2313 | 1.3074 | 1.1434 |
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- | No log | 1.7838 | 66 | 1.1116 | 0.1986 | 1.1116 | 1.0543 |
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- | No log | 1.8378 | 68 | 1.1569 | 0.1637 | 1.1569 | 1.0756 |
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- | No log | 1.8919 | 70 | 1.3058 | 0.0302 | 1.3058 | 1.1427 |
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- | No log | 1.9459 | 72 | 1.3411 | 0.0554 | 1.3411 | 1.1581 |
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- | No log | 2.0 | 74 | 1.4031 | 0.1442 | 1.4031 | 1.1845 |
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- | No log | 2.0541 | 76 | 1.7594 | 0.1255 | 1.7594 | 1.3264 |
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- | No log | 2.1081 | 78 | 1.9113 | 0.1225 | 1.9113 | 1.3825 |
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- | No log | 2.1622 | 80 | 1.8065 | 0.1512 | 1.8065 | 1.3441 |
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- | No log | 2.2162 | 82 | 1.4992 | 0.2418 | 1.4992 | 1.2244 |
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- | No log | 2.2703 | 84 | 1.1829 | 0.2431 | 1.1829 | 1.0876 |
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- | No log | 2.3243 | 86 | 1.0922 | 0.2385 | 1.0922 | 1.0451 |
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- | No log | 2.3784 | 88 | 1.0544 | 0.1844 | 1.0544 | 1.0268 |
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- | No log | 2.4324 | 90 | 1.0650 | 0.2035 | 1.0650 | 1.0320 |
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- | No log | 2.4865 | 92 | 1.0831 | 0.2572 | 1.0831 | 1.0407 |
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- | No log | 2.5405 | 94 | 1.1680 | 0.2647 | 1.1680 | 1.0808 |
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- | No log | 2.5946 | 96 | 1.2173 | 0.2617 | 1.2173 | 1.1033 |
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- | No log | 2.6486 | 98 | 1.1529 | 0.2611 | 1.1529 | 1.0737 |
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- | No log | 2.7027 | 100 | 1.0363 | 0.3155 | 1.0363 | 1.0180 |
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- | No log | 2.7568 | 102 | 1.0397 | 0.2417 | 1.0397 | 1.0197 |
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- | No log | 2.8108 | 104 | 1.0763 | 0.2053 | 1.0763 | 1.0375 |
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- | No log | 2.8649 | 106 | 1.0608 | 0.2053 | 1.0608 | 1.0300 |
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- | No log | 2.9189 | 108 | 1.0446 | 0.2871 | 1.0446 | 1.0221 |
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- | No log | 2.9730 | 110 | 1.0089 | 0.2782 | 1.0089 | 1.0044 |
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- | No log | 3.0270 | 112 | 1.0083 | 0.3178 | 1.0083 | 1.0041 |
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- | No log | 3.0811 | 114 | 1.0137 | 0.2818 | 1.0137 | 1.0068 |
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- | No log | 3.1351 | 116 | 1.0498 | 0.3084 | 1.0498 | 1.0246 |
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- | No log | 3.1892 | 118 | 1.0309 | 0.3065 | 1.0309 | 1.0153 |
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- | No log | 3.2432 | 120 | 1.0467 | 0.3970 | 1.0467 | 1.0231 |
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- | No log | 3.2973 | 122 | 1.0776 | 0.3983 | 1.0776 | 1.0381 |
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- | No log | 3.3514 | 124 | 1.0632 | 0.3672 | 1.0632 | 1.0311 |
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- | No log | 3.4054 | 126 | 1.0346 | 0.3450 | 1.0346 | 1.0171 |
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- | No log | 3.4595 | 128 | 1.0333 | 0.3584 | 1.0333 | 1.0165 |
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- | No log | 3.5135 | 130 | 0.9680 | 0.3527 | 0.9680 | 0.9839 |
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- | No log | 3.5676 | 132 | 0.9862 | 0.4863 | 0.9862 | 0.9931 |
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- | No log | 3.6216 | 134 | 1.0917 | 0.3922 | 1.0917 | 1.0448 |
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- | No log | 3.6757 | 136 | 1.0171 | 0.4291 | 1.0171 | 1.0085 |
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- | No log | 3.7297 | 138 | 0.9058 | 0.3818 | 0.9058 | 0.9518 |
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- | No log | 3.7838 | 140 | 0.9360 | 0.4323 | 0.9360 | 0.9675 |
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- | No log | 3.8378 | 142 | 0.9890 | 0.4713 | 0.9890 | 0.9945 |
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- | No log | 3.8919 | 144 | 0.9398 | 0.4017 | 0.9398 | 0.9695 |
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- | No log | 3.9459 | 146 | 0.9824 | 0.3939 | 0.9824 | 0.9912 |
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- | No log | 4.0 | 148 | 1.0483 | 0.3513 | 1.0483 | 1.0239 |
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- | No log | 4.0541 | 150 | 1.0276 | 0.3606 | 1.0276 | 1.0137 |
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- | No log | 4.1081 | 152 | 0.9849 | 0.3924 | 0.9849 | 0.9924 |
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- | No log | 4.1622 | 154 | 1.0293 | 0.4149 | 1.0293 | 1.0146 |
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- | No log | 4.2162 | 156 | 1.0844 | 0.3548 | 1.0844 | 1.0413 |
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- | No log | 4.2703 | 158 | 1.1522 | 0.3389 | 1.1522 | 1.0734 |
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- | No log | 4.3243 | 160 | 1.1733 | 0.2824 | 1.1733 | 1.0832 |
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- | No log | 4.3784 | 162 | 1.1845 | 0.2115 | 1.1845 | 1.0884 |
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- | No log | 4.4324 | 164 | 1.1973 | 0.2950 | 1.1973 | 1.0942 |
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- | No log | 4.4865 | 166 | 1.2178 | 0.1846 | 1.2178 | 1.1035 |
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- | No log | 4.5405 | 168 | 1.2082 | 0.1508 | 1.2082 | 1.0992 |
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- | No log | 4.5946 | 170 | 1.1128 | 0.2302 | 1.1128 | 1.0549 |
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- | No log | 4.6486 | 172 | 1.0843 | 0.3565 | 1.0843 | 1.0413 |
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- | No log | 4.7027 | 174 | 1.0680 | 0.3338 | 1.0680 | 1.0334 |
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- | No log | 4.7568 | 176 | 1.0191 | 0.3237 | 1.0191 | 1.0095 |
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- | No log | 4.8108 | 178 | 0.9941 | 0.2850 | 0.9941 | 0.9970 |
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- | No log | 4.8649 | 180 | 0.9996 | 0.2651 | 0.9996 | 0.9998 |
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- | No log | 4.9189 | 182 | 1.0055 | 0.3354 | 1.0055 | 1.0027 |
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- | No log | 4.9730 | 184 | 1.0336 | 0.3207 | 1.0336 | 1.0167 |
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- | No log | 5.0270 | 186 | 1.0739 | 0.3189 | 1.0739 | 1.0363 |
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- | No log | 5.0811 | 188 | 1.0438 | 0.2825 | 1.0438 | 1.0216 |
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- | No log | 5.1351 | 190 | 1.0359 | 0.2302 | 1.0359 | 1.0178 |
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- | No log | 5.1892 | 192 | 1.0691 | 0.2371 | 1.0691 | 1.0340 |
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- | No log | 5.2432 | 194 | 1.0197 | 0.2073 | 1.0197 | 1.0098 |
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- | No log | 5.2973 | 196 | 0.9894 | 0.3577 | 0.9894 | 0.9947 |
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- | No log | 5.3514 | 198 | 1.0139 | 0.3875 | 1.0139 | 1.0069 |
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- | No log | 5.4054 | 200 | 1.0122 | 0.3536 | 1.0122 | 1.0061 |
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- | No log | 5.4595 | 202 | 1.0246 | 0.3402 | 1.0246 | 1.0122 |
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- | No log | 5.5135 | 204 | 1.0417 | 0.3186 | 1.0417 | 1.0206 |
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- | No log | 5.5676 | 206 | 1.0453 | 0.3324 | 1.0453 | 1.0224 |
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- | No log | 5.6216 | 208 | 1.0584 | 0.3536 | 1.0584 | 1.0288 |
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- | No log | 5.6757 | 210 | 1.0800 | 0.3205 | 1.0800 | 1.0392 |
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- | No log | 5.7297 | 212 | 1.1377 | 0.3084 | 1.1377 | 1.0666 |
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- | No log | 5.7838 | 214 | 1.1107 | 0.3332 | 1.1107 | 1.0539 |
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- | No log | 5.8378 | 216 | 1.0855 | 0.3181 | 1.0855 | 1.0419 |
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- | No log | 5.8919 | 218 | 1.0820 | 0.3181 | 1.0820 | 1.0402 |
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- | No log | 5.9459 | 220 | 1.0966 | 0.2844 | 1.0966 | 1.0472 |
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- | No log | 6.0 | 222 | 1.1166 | 0.2519 | 1.1166 | 1.0567 |
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- | No log | 6.0541 | 224 | 1.1156 | 0.2567 | 1.1156 | 1.0562 |
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- | No log | 6.1081 | 226 | 1.1160 | 0.2169 | 1.1160 | 1.0564 |
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- | No log | 6.1622 | 228 | 1.1055 | 0.2519 | 1.1055 | 1.0514 |
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- | No log | 6.2162 | 230 | 1.0890 | 0.2469 | 1.0890 | 1.0436 |
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- | No log | 6.2703 | 232 | 1.0764 | 0.3162 | 1.0764 | 1.0375 |
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- | No log | 6.3243 | 234 | 1.0474 | 0.3128 | 1.0474 | 1.0234 |
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- | No log | 6.3784 | 236 | 1.0564 | 0.2920 | 1.0564 | 1.0278 |
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- | No log | 6.4324 | 238 | 1.0725 | 0.3747 | 1.0725 | 1.0356 |
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- | No log | 6.4865 | 240 | 1.0478 | 0.3327 | 1.0478 | 1.0236 |
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- | No log | 6.5405 | 242 | 1.0220 | 0.3052 | 1.0220 | 1.0109 |
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- | No log | 6.5946 | 244 | 0.9833 | 0.3093 | 0.9833 | 0.9916 |
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- | No log | 6.6486 | 246 | 0.9936 | 0.3656 | 0.9936 | 0.9968 |
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- | No log | 6.7027 | 248 | 1.0272 | 0.3918 | 1.0272 | 1.0135 |
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- | No log | 6.7568 | 250 | 1.0949 | 0.4200 | 1.0949 | 1.0464 |
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- | No log | 6.8108 | 252 | 1.0480 | 0.4151 | 1.0480 | 1.0237 |
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- | No log | 6.8649 | 254 | 0.9569 | 0.3782 | 0.9569 | 0.9782 |
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- | No log | 6.9189 | 256 | 0.9578 | 0.4102 | 0.9578 | 0.9786 |
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- | No log | 6.9730 | 258 | 0.9685 | 0.4217 | 0.9685 | 0.9841 |
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- | No log | 7.0270 | 260 | 0.9437 | 0.3466 | 0.9437 | 0.9715 |
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- | No log | 7.0811 | 262 | 0.9385 | 0.3257 | 0.9385 | 0.9688 |
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- | No log | 7.1351 | 264 | 0.9382 | 0.2857 | 0.9382 | 0.9686 |
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- | No log | 7.1892 | 266 | 1.0305 | 0.4568 | 1.0305 | 1.0152 |
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- | No log | 7.2432 | 268 | 1.0934 | 0.4577 | 1.0934 | 1.0456 |
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- | No log | 7.2973 | 270 | 1.0355 | 0.3596 | 1.0355 | 1.0176 |
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- | No log | 7.3514 | 272 | 1.0000 | 0.3891 | 1.0000 | 1.0000 |
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- | No log | 7.4054 | 274 | 1.0445 | 0.2913 | 1.0445 | 1.0220 |
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- | No log | 7.4595 | 276 | 1.0259 | 0.3765 | 1.0259 | 1.0129 |
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- | No log | 7.5135 | 278 | 1.0944 | 0.3463 | 1.0944 | 1.0462 |
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- | No log | 7.5676 | 280 | 1.1820 | 0.3260 | 1.1820 | 1.0872 |
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- | No log | 7.6216 | 282 | 1.1517 | 0.3033 | 1.1517 | 1.0732 |
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- | No log | 7.6757 | 284 | 1.1997 | 0.2211 | 1.1997 | 1.0953 |
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- | No log | 7.7297 | 286 | 1.4775 | 0.0170 | 1.4775 | 1.2155 |
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- | No log | 7.7838 | 288 | 1.3681 | 0.0503 | 1.3681 | 1.1697 |
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- | No log | 7.8378 | 290 | 1.1661 | 0.2258 | 1.1661 | 1.0799 |
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- | No log | 7.8919 | 292 | 1.0201 | 0.1869 | 1.0201 | 1.0100 |
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- | No log | 7.9459 | 294 | 0.9843 | 0.2931 | 0.9843 | 0.9921 |
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- | No log | 8.0 | 296 | 0.9673 | 0.3358 | 0.9673 | 0.9835 |
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- | No log | 8.0541 | 298 | 0.9568 | 0.2432 | 0.9568 | 0.9782 |
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- | No log | 8.1081 | 300 | 0.9624 | 0.2394 | 0.9624 | 0.9810 |
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- | No log | 8.1622 | 302 | 0.9684 | 0.2347 | 0.9684 | 0.9841 |
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- | No log | 8.2162 | 304 | 1.0007 | 0.3052 | 1.0007 | 1.0004 |
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- | No log | 8.2703 | 306 | 1.0923 | 0.5150 | 1.0923 | 1.0451 |
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- | No log | 8.3243 | 308 | 1.0689 | 0.3490 | 1.0689 | 1.0339 |
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- | No log | 8.3784 | 310 | 1.0496 | 0.2582 | 1.0496 | 1.0245 |
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- | No log | 8.4324 | 312 | 1.0573 | 0.2582 | 1.0573 | 1.0282 |
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- | No log | 8.4865 | 314 | 1.0631 | 0.3128 | 1.0631 | 1.0311 |
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- | No log | 8.5405 | 316 | 1.1455 | 0.3956 | 1.1455 | 1.0703 |
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- | No log | 8.5946 | 318 | 1.1441 | 0.3584 | 1.1441 | 1.0696 |
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- | No log | 8.6486 | 320 | 1.0513 | 0.3788 | 1.0513 | 1.0253 |
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- | No log | 8.7027 | 322 | 0.9969 | 0.2417 | 0.9969 | 0.9985 |
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- | No log | 8.7568 | 324 | 1.0121 | 0.3382 | 1.0121 | 1.0060 |
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- | No log | 8.8108 | 326 | 0.9837 | 0.3363 | 0.9837 | 0.9918 |
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- | No log | 8.8649 | 328 | 0.9917 | 0.3375 | 0.9917 | 0.9958 |
216
- | No log | 8.9189 | 330 | 1.0142 | 0.4082 | 1.0142 | 1.0071 |
217
- | No log | 8.9730 | 332 | 1.0031 | 0.2941 | 1.0031 | 1.0016 |
218
- | No log | 9.0270 | 334 | 0.9834 | 0.2785 | 0.9834 | 0.9917 |
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- | No log | 9.0811 | 336 | 0.9889 | 0.2785 | 0.9889 | 0.9945 |
220
- | No log | 9.1351 | 338 | 0.9977 | 0.2509 | 0.9977 | 0.9988 |
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- | No log | 9.1892 | 340 | 0.9878 | 0.2647 | 0.9878 | 0.9939 |
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- | No log | 9.2432 | 342 | 0.9864 | 0.2503 | 0.9864 | 0.9932 |
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- | No log | 9.2973 | 344 | 1.0035 | 0.2784 | 1.0035 | 1.0018 |
224
- | No log | 9.3514 | 346 | 0.9834 | 0.2807 | 0.9834 | 0.9917 |
225
- | No log | 9.4054 | 348 | 1.0131 | 0.2850 | 1.0131 | 1.0065 |
226
- | No log | 9.4595 | 350 | 1.0825 | 0.4150 | 1.0825 | 1.0404 |
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- | No log | 9.5135 | 352 | 1.1119 | 0.4181 | 1.1119 | 1.0545 |
228
- | No log | 9.5676 | 354 | 1.1094 | 0.4110 | 1.1094 | 1.0533 |
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- | No log | 9.6216 | 356 | 1.1017 | 0.3720 | 1.1017 | 1.0496 |
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- | No log | 9.6757 | 358 | 1.0362 | 0.4082 | 1.0362 | 1.0179 |
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- | No log | 9.7297 | 360 | 1.0219 | 0.4148 | 1.0219 | 1.0109 |
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- | No log | 9.7838 | 362 | 1.0376 | 0.4444 | 1.0376 | 1.0186 |
233
- | No log | 9.8378 | 364 | 1.0879 | 0.4192 | 1.0879 | 1.0430 |
234
- | No log | 9.8919 | 366 | 1.0421 | 0.3806 | 1.0421 | 1.0208 |
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- | No log | 9.9459 | 368 | 0.9784 | 0.1675 | 0.9784 | 0.9892 |
236
- | No log | 10.0 | 370 | 1.0052 | 0.2965 | 1.0052 | 1.0026 |
237
- | No log | 10.0541 | 372 | 1.0296 | 0.3402 | 1.0296 | 1.0147 |
238
- | No log | 10.1081 | 374 | 1.0037 | 0.2716 | 1.0037 | 1.0018 |
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- | No log | 10.1622 | 376 | 1.0367 | 0.3357 | 1.0367 | 1.0182 |
240
- | No log | 10.2162 | 378 | 1.0878 | 0.4334 | 1.0878 | 1.0430 |
241
- | No log | 10.2703 | 380 | 1.0927 | 0.3973 | 1.0927 | 1.0453 |
242
- | No log | 10.3243 | 382 | 1.0854 | 0.3921 | 1.0854 | 1.0418 |
243
- | No log | 10.3784 | 384 | 1.0494 | 0.3250 | 1.0494 | 1.0244 |
244
- | No log | 10.4324 | 386 | 1.0366 | 0.3393 | 1.0366 | 1.0181 |
245
- | No log | 10.4865 | 388 | 1.0612 | 0.3760 | 1.0612 | 1.0302 |
246
- | No log | 10.5405 | 390 | 1.0788 | 0.3643 | 1.0788 | 1.0387 |
247
- | No log | 10.5946 | 392 | 1.0217 | 0.3236 | 1.0217 | 1.0108 |
248
- | No log | 10.6486 | 394 | 1.0082 | 0.2192 | 1.0082 | 1.0041 |
249
- | No log | 10.7027 | 396 | 1.0291 | 0.2038 | 1.0291 | 1.0144 |
250
- | No log | 10.7568 | 398 | 1.0289 | 0.2038 | 1.0289 | 1.0144 |
251
- | No log | 10.8108 | 400 | 1.0216 | 0.2196 | 1.0216 | 1.0108 |
252
- | No log | 10.8649 | 402 | 1.0335 | 0.2647 | 1.0335 | 1.0166 |
253
- | No log | 10.9189 | 404 | 1.0801 | 0.3639 | 1.0801 | 1.0393 |
254
- | No log | 10.9730 | 406 | 1.0661 | 0.2850 | 1.0661 | 1.0325 |
255
- | No log | 11.0270 | 408 | 1.0361 | 0.2718 | 1.0361 | 1.0179 |
256
- | No log | 11.0811 | 410 | 1.0582 | 0.3263 | 1.0582 | 1.0287 |
257
- | No log | 11.1351 | 412 | 1.0578 | 0.3324 | 1.0578 | 1.0285 |
258
- | No log | 11.1892 | 414 | 1.0492 | 0.3287 | 1.0492 | 1.0243 |
259
- | No log | 11.2432 | 416 | 1.0346 | 0.3287 | 1.0346 | 1.0172 |
260
- | No log | 11.2973 | 418 | 1.0208 | 0.3275 | 1.0208 | 1.0103 |
261
- | No log | 11.3514 | 420 | 1.0027 | 0.3039 | 1.0027 | 1.0014 |
262
- | No log | 11.4054 | 422 | 0.9861 | 0.3384 | 0.9861 | 0.9930 |
263
- | No log | 11.4595 | 424 | 1.0145 | 0.3510 | 1.0145 | 1.0072 |
264
- | No log | 11.5135 | 426 | 1.0779 | 0.3845 | 1.0779 | 1.0382 |
265
- | No log | 11.5676 | 428 | 1.0367 | 0.2941 | 1.0367 | 1.0182 |
266
- | No log | 11.6216 | 430 | 0.9668 | 0.2818 | 0.9668 | 0.9833 |
267
- | No log | 11.6757 | 432 | 0.9848 | 0.2490 | 0.9848 | 0.9924 |
268
- | No log | 11.7297 | 434 | 0.9751 | 0.2490 | 0.9751 | 0.9875 |
269
- | No log | 11.7838 | 436 | 0.9514 | 0.2291 | 0.9514 | 0.9754 |
270
- | No log | 11.8378 | 438 | 0.9565 | 0.3209 | 0.9565 | 0.9780 |
271
- | No log | 11.8919 | 440 | 0.9735 | 0.3446 | 0.9735 | 0.9867 |
272
- | No log | 11.9459 | 442 | 0.9956 | 0.3377 | 0.9956 | 0.9978 |
273
- | No log | 12.0 | 444 | 1.0085 | 0.3409 | 1.0085 | 1.0043 |
274
- | No log | 12.0541 | 446 | 0.9951 | 0.3202 | 0.9951 | 0.9976 |
275
- | No log | 12.1081 | 448 | 0.9482 | 0.3172 | 0.9482 | 0.9737 |
276
- | No log | 12.1622 | 450 | 0.9385 | 0.3074 | 0.9385 | 0.9688 |
277
- | No log | 12.2162 | 452 | 0.9401 | 0.2667 | 0.9401 | 0.9696 |
278
- | No log | 12.2703 | 454 | 0.9575 | 0.2490 | 0.9575 | 0.9785 |
279
- | No log | 12.3243 | 456 | 0.9712 | 0.1891 | 0.9712 | 0.9855 |
280
- | No log | 12.3784 | 458 | 0.9960 | 0.3030 | 0.9960 | 0.9980 |
281
- | No log | 12.4324 | 460 | 1.0227 | 0.3070 | 1.0227 | 1.0113 |
282
- | No log | 12.4865 | 462 | 1.0399 | 0.3223 | 1.0399 | 1.0197 |
283
- | No log | 12.5405 | 464 | 1.0275 | 0.3108 | 1.0275 | 1.0136 |
284
- | No log | 12.5946 | 466 | 1.0238 | 0.2974 | 1.0238 | 1.0119 |
285
- | No log | 12.6486 | 468 | 1.0302 | 0.3091 | 1.0302 | 1.0150 |
286
- | No log | 12.7027 | 470 | 1.0348 | 0.2279 | 1.0348 | 1.0172 |
287
- | No log | 12.7568 | 472 | 1.0501 | 0.1944 | 1.0501 | 1.0247 |
288
- | No log | 12.8108 | 474 | 1.0472 | 0.2094 | 1.0472 | 1.0233 |
289
- | No log | 12.8649 | 476 | 1.0487 | 0.2094 | 1.0487 | 1.0240 |
290
- | No log | 12.9189 | 478 | 1.0162 | 0.2042 | 1.0162 | 1.0080 |
291
- | No log | 12.9730 | 480 | 1.0225 | 0.2718 | 1.0225 | 1.0112 |
292
- | No log | 13.0270 | 482 | 1.0450 | 0.2791 | 1.0450 | 1.0222 |
293
- | No log | 13.0811 | 484 | 1.0226 | 0.3108 | 1.0226 | 1.0112 |
294
- | No log | 13.1351 | 486 | 1.0072 | 0.3164 | 1.0072 | 1.0036 |
295
- | No log | 13.1892 | 488 | 0.9720 | 0.3149 | 0.9720 | 0.9859 |
296
- | No log | 13.2432 | 490 | 0.9428 | 0.3855 | 0.9428 | 0.9710 |
297
- | No log | 13.2973 | 492 | 0.9318 | 0.3855 | 0.9318 | 0.9653 |
298
- | No log | 13.3514 | 494 | 0.9296 | 0.4122 | 0.9296 | 0.9642 |
299
- | No log | 13.4054 | 496 | 0.9392 | 0.3565 | 0.9392 | 0.9691 |
300
- | No log | 13.4595 | 498 | 0.9350 | 0.3175 | 0.9350 | 0.9669 |
301
- | 0.3136 | 13.5135 | 500 | 0.9560 | 0.2944 | 0.9560 | 0.9778 |
302
- | 0.3136 | 13.5676 | 502 | 0.9671 | 0.3038 | 0.9671 | 0.9834 |
303
- | 0.3136 | 13.6216 | 504 | 0.9781 | 0.2976 | 0.9781 | 0.9890 |
304
- | 0.3136 | 13.6757 | 506 | 0.9912 | 0.2944 | 0.9912 | 0.9956 |
305
- | 0.3136 | 13.7297 | 508 | 1.0069 | 0.3080 | 1.0069 | 1.0035 |
306
- | 0.3136 | 13.7838 | 510 | 1.0251 | 0.2599 | 1.0251 | 1.0125 |
307
- | 0.3136 | 13.8378 | 512 | 1.0417 | 0.2292 | 1.0417 | 1.0206 |
308
- | 0.3136 | 13.8919 | 514 | 1.0105 | 0.2879 | 1.0105 | 1.0052 |
309
- | 0.3136 | 13.9459 | 516 | 1.0328 | 0.3502 | 1.0328 | 1.0163 |
310
- | 0.3136 | 14.0 | 518 | 1.0798 | 0.3844 | 1.0798 | 1.0391 |
311
- | 0.3136 | 14.0541 | 520 | 1.0469 | 0.3768 | 1.0469 | 1.0232 |
312
- | 0.3136 | 14.1081 | 522 | 1.0145 | 0.4153 | 1.0145 | 1.0072 |
313
- | 0.3136 | 14.1622 | 524 | 1.0033 | 0.3204 | 1.0033 | 1.0017 |
314
- | 0.3136 | 14.2162 | 526 | 1.0206 | 0.3821 | 1.0206 | 1.0103 |
315
- | 0.3136 | 14.2703 | 528 | 1.0299 | 0.3821 | 1.0299 | 1.0148 |
316
- | 0.3136 | 14.3243 | 530 | 1.0680 | 0.3521 | 1.0680 | 1.0334 |
317
- | 0.3136 | 14.3784 | 532 | 1.0776 | 0.3437 | 1.0776 | 1.0381 |
318
- | 0.3136 | 14.4324 | 534 | 1.0758 | 0.2764 | 1.0758 | 1.0372 |
319
- | 0.3136 | 14.4865 | 536 | 1.0528 | 0.2456 | 1.0528 | 1.0261 |
320
- | 0.3136 | 14.5405 | 538 | 1.0435 | 0.2879 | 1.0435 | 1.0215 |
321
- | 0.3136 | 14.5946 | 540 | 1.0289 | 0.2456 | 1.0289 | 1.0144 |
322
- | 0.3136 | 14.6486 | 542 | 1.0468 | 0.2416 | 1.0468 | 1.0232 |
323
 
324
 
325
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_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: 0.6591
19
+ - Qwk: 0.5963
20
+ - Mse: 0.6591
21
+ - Rmse: 0.8118
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0556 | 2 | 4.3305 | 0.0138 | 4.3305 | 2.0810 |
53
+ | No log | 0.1111 | 4 | 2.4410 | 0.0301 | 2.4410 | 1.5624 |
54
+ | No log | 0.1667 | 6 | 1.4279 | 0.0 | 1.4279 | 1.1950 |
55
+ | No log | 0.2222 | 8 | 1.0606 | 0.375 | 1.0606 | 1.0298 |
56
+ | No log | 0.2778 | 10 | 1.0393 | 0.3519 | 1.0393 | 1.0195 |
57
+ | No log | 0.3333 | 12 | 1.1853 | 0.0201 | 1.1853 | 1.0887 |
58
+ | No log | 0.3889 | 14 | 1.3117 | 0.0 | 1.3117 | 1.1453 |
59
+ | No log | 0.4444 | 16 | 1.2800 | 0.0 | 1.2800 | 1.1314 |
60
+ | No log | 0.5 | 18 | 1.3159 | 0.0 | 1.3159 | 1.1471 |
61
+ | No log | 0.5556 | 20 | 1.3959 | 0.0 | 1.3959 | 1.1815 |
62
+ | No log | 0.6111 | 22 | 1.3638 | 0.0 | 1.3638 | 1.1678 |
63
+ | No log | 0.6667 | 24 | 1.2999 | 0.0 | 1.2999 | 1.1401 |
64
+ | No log | 0.7222 | 26 | 1.1893 | 0.1407 | 1.1893 | 1.0905 |
65
+ | No log | 0.7778 | 28 | 1.1566 | 0.1764 | 1.1566 | 1.0754 |
66
+ | No log | 0.8333 | 30 | 1.1526 | 0.1591 | 1.1526 | 1.0736 |
67
+ | No log | 0.8889 | 32 | 1.1581 | 0.2125 | 1.1581 | 1.0762 |
68
+ | No log | 0.9444 | 34 | 1.1946 | 0.1618 | 1.1946 | 1.0930 |
69
+ | No log | 1.0 | 36 | 1.1673 | 0.1444 | 1.1673 | 1.0804 |
70
+ | No log | 1.0556 | 38 | 1.1658 | 0.1028 | 1.1658 | 1.0797 |
71
+ | No log | 1.1111 | 40 | 1.3275 | 0.0116 | 1.3275 | 1.1522 |
72
+ | No log | 1.1667 | 42 | 1.4147 | 0.0 | 1.4147 | 1.1894 |
73
+ | No log | 1.2222 | 44 | 1.3718 | 0.1886 | 1.3718 | 1.1712 |
74
+ | No log | 1.2778 | 46 | 1.1501 | 0.1268 | 1.1501 | 1.0724 |
75
+ | No log | 1.3333 | 48 | 1.2534 | 0.2590 | 1.2534 | 1.1196 |
76
+ | No log | 1.3889 | 50 | 1.3482 | 0.2002 | 1.3482 | 1.1611 |
77
+ | No log | 1.4444 | 52 | 1.2281 | 0.1810 | 1.2281 | 1.1082 |
78
+ | No log | 1.5 | 54 | 0.9890 | 0.2015 | 0.9890 | 0.9945 |
79
+ | No log | 1.5556 | 56 | 1.0263 | 0.1908 | 1.0263 | 1.0131 |
80
+ | No log | 1.6111 | 58 | 0.9921 | 0.2179 | 0.9921 | 0.9960 |
81
+ | No log | 1.6667 | 60 | 1.0699 | 0.1971 | 1.0699 | 1.0344 |
82
+ | No log | 1.7222 | 62 | 1.1108 | 0.1482 | 1.1108 | 1.0539 |
83
+ | No log | 1.7778 | 64 | 1.1610 | 0.2367 | 1.1610 | 1.0775 |
84
+ | No log | 1.8333 | 66 | 1.0679 | 0.1901 | 1.0679 | 1.0334 |
85
+ | No log | 1.8889 | 68 | 1.0077 | 0.0912 | 1.0077 | 1.0039 |
86
+ | No log | 1.9444 | 70 | 0.9418 | 0.3314 | 0.9418 | 0.9705 |
87
+ | No log | 2.0 | 72 | 0.9217 | 0.3209 | 0.9217 | 0.9600 |
88
+ | No log | 2.0556 | 74 | 0.8975 | 0.2974 | 0.8975 | 0.9474 |
89
+ | No log | 2.1111 | 76 | 0.9137 | 0.3236 | 0.9137 | 0.9559 |
90
+ | No log | 2.1667 | 78 | 0.9046 | 0.2689 | 0.9046 | 0.9511 |
91
+ | No log | 2.2222 | 80 | 0.9009 | 0.4710 | 0.9009 | 0.9492 |
92
+ | No log | 2.2778 | 82 | 1.2362 | 0.3310 | 1.2362 | 1.1119 |
93
+ | No log | 2.3333 | 84 | 1.2833 | 0.3191 | 1.2833 | 1.1328 |
94
+ | No log | 2.3889 | 86 | 1.1297 | 0.4030 | 1.1297 | 1.0629 |
95
+ | No log | 2.4444 | 88 | 0.9440 | 0.3879 | 0.9440 | 0.9716 |
96
+ | No log | 2.5 | 90 | 0.9082 | 0.4597 | 0.9082 | 0.9530 |
97
+ | No log | 2.5556 | 92 | 0.8538 | 0.4847 | 0.8538 | 0.9240 |
98
+ | No log | 2.6111 | 94 | 0.8630 | 0.4478 | 0.8630 | 0.9290 |
99
+ | No log | 2.6667 | 96 | 0.9605 | 0.4812 | 0.9605 | 0.9801 |
100
+ | No log | 2.7222 | 98 | 0.9795 | 0.4444 | 0.9795 | 0.9897 |
101
+ | No log | 2.7778 | 100 | 0.9741 | 0.3976 | 0.9741 | 0.9869 |
102
+ | No log | 2.8333 | 102 | 0.8584 | 0.4730 | 0.8584 | 0.9265 |
103
+ | No log | 2.8889 | 104 | 0.8039 | 0.4180 | 0.8039 | 0.8966 |
104
+ | No log | 2.9444 | 106 | 0.8040 | 0.3215 | 0.8040 | 0.8967 |
105
+ | No log | 3.0 | 108 | 0.8198 | 0.3878 | 0.8198 | 0.9054 |
106
+ | No log | 3.0556 | 110 | 0.9783 | 0.4292 | 0.9783 | 0.9891 |
107
+ | No log | 3.1111 | 112 | 1.0618 | 0.2864 | 1.0618 | 1.0304 |
108
+ | No log | 3.1667 | 114 | 0.9251 | 0.4681 | 0.9251 | 0.9618 |
109
+ | No log | 3.2222 | 116 | 0.9006 | 0.4220 | 0.9006 | 0.9490 |
110
+ | No log | 3.2778 | 118 | 0.9300 | 0.4460 | 0.9300 | 0.9644 |
111
+ | No log | 3.3333 | 120 | 1.0024 | 0.4150 | 1.0024 | 1.0012 |
112
+ | No log | 3.3889 | 122 | 1.0828 | 0.3913 | 1.0828 | 1.0406 |
113
+ | No log | 3.4444 | 124 | 0.9995 | 0.2958 | 0.9995 | 0.9997 |
114
+ | No log | 3.5 | 126 | 1.0351 | 0.4018 | 1.0351 | 1.0174 |
115
+ | No log | 3.5556 | 128 | 1.0149 | 0.4356 | 1.0149 | 1.0074 |
116
+ | No log | 3.6111 | 130 | 0.9742 | 0.5134 | 0.9742 | 0.9870 |
117
+ | No log | 3.6667 | 132 | 0.9456 | 0.4310 | 0.9456 | 0.9724 |
118
+ | No log | 3.7222 | 134 | 0.8921 | 0.4209 | 0.8921 | 0.9445 |
119
+ | No log | 3.7778 | 136 | 0.8227 | 0.4878 | 0.8227 | 0.9070 |
120
+ | No log | 3.8333 | 138 | 0.8418 | 0.4862 | 0.8418 | 0.9175 |
121
+ | No log | 3.8889 | 140 | 0.8811 | 0.4812 | 0.8811 | 0.9387 |
122
+ | No log | 3.9444 | 142 | 0.8980 | 0.4214 | 0.8980 | 0.9476 |
123
+ | No log | 4.0 | 144 | 0.8930 | 0.3327 | 0.8930 | 0.9450 |
124
+ | No log | 4.0556 | 146 | 0.9073 | 0.3715 | 0.9073 | 0.9525 |
125
+ | No log | 4.1111 | 148 | 0.9100 | 0.2951 | 0.9100 | 0.9540 |
126
+ | No log | 4.1667 | 150 | 0.9587 | 0.4532 | 0.9587 | 0.9791 |
127
+ | No log | 4.2222 | 152 | 0.9466 | 0.4532 | 0.9466 | 0.9729 |
128
+ | No log | 4.2778 | 154 | 0.9154 | 0.4284 | 0.9154 | 0.9568 |
129
+ | No log | 4.3333 | 156 | 0.8959 | 0.4370 | 0.8959 | 0.9465 |
130
+ | No log | 4.3889 | 158 | 0.8560 | 0.4577 | 0.8560 | 0.9252 |
131
+ | No log | 4.4444 | 160 | 0.8535 | 0.4761 | 0.8535 | 0.9239 |
132
+ | No log | 4.5 | 162 | 0.8304 | 0.5491 | 0.8304 | 0.9113 |
133
+ | No log | 4.5556 | 164 | 0.8089 | 0.5481 | 0.8089 | 0.8994 |
134
+ | No log | 4.6111 | 166 | 0.7916 | 0.5578 | 0.7916 | 0.8897 |
135
+ | No log | 4.6667 | 168 | 0.8367 | 0.5854 | 0.8367 | 0.9147 |
136
+ | No log | 4.7222 | 170 | 0.8985 | 0.56 | 0.8985 | 0.9479 |
137
+ | No log | 4.7778 | 172 | 0.7912 | 0.5305 | 0.7912 | 0.8895 |
138
+ | No log | 4.8333 | 174 | 0.7544 | 0.5418 | 0.7544 | 0.8686 |
139
+ | No log | 4.8889 | 176 | 0.7573 | 0.4737 | 0.7573 | 0.8703 |
140
+ | No log | 4.9444 | 178 | 0.8077 | 0.5450 | 0.8077 | 0.8987 |
141
+ | No log | 5.0 | 180 | 1.0517 | 0.4430 | 1.0517 | 1.0255 |
142
+ | No log | 5.0556 | 182 | 1.1155 | 0.4036 | 1.1155 | 1.0562 |
143
+ | No log | 5.1111 | 184 | 0.9098 | 0.4202 | 0.9098 | 0.9538 |
144
+ | No log | 5.1667 | 186 | 0.7624 | 0.4646 | 0.7624 | 0.8732 |
145
+ | No log | 5.2222 | 188 | 0.7649 | 0.4646 | 0.7649 | 0.8746 |
146
+ | No log | 5.2778 | 190 | 0.7776 | 0.4754 | 0.7776 | 0.8818 |
147
+ | No log | 5.3333 | 192 | 0.8340 | 0.4476 | 0.8340 | 0.9133 |
148
+ | No log | 5.3889 | 194 | 0.9766 | 0.4458 | 0.9766 | 0.9882 |
149
+ | No log | 5.4444 | 196 | 1.0456 | 0.3942 | 1.0456 | 1.0226 |
150
+ | No log | 5.5 | 198 | 0.9209 | 0.4787 | 0.9209 | 0.9596 |
151
+ | No log | 5.5556 | 200 | 0.8602 | 0.4115 | 0.8602 | 0.9275 |
152
+ | No log | 5.6111 | 202 | 0.9314 | 0.5332 | 0.9314 | 0.9651 |
153
+ | No log | 5.6667 | 204 | 1.0431 | 0.4050 | 1.0431 | 1.0213 |
154
+ | No log | 5.7222 | 206 | 1.0216 | 0.4158 | 1.0216 | 1.0107 |
155
+ | No log | 5.7778 | 208 | 0.7954 | 0.5153 | 0.7954 | 0.8919 |
156
+ | No log | 5.8333 | 210 | 0.7075 | 0.5260 | 0.7075 | 0.8411 |
157
+ | No log | 5.8889 | 212 | 0.6909 | 0.5260 | 0.6909 | 0.8312 |
158
+ | No log | 5.9444 | 214 | 0.7052 | 0.5698 | 0.7052 | 0.8398 |
159
+ | No log | 6.0 | 216 | 0.7275 | 0.5663 | 0.7275 | 0.8529 |
160
+ | No log | 6.0556 | 218 | 0.6782 | 0.5932 | 0.6782 | 0.8235 |
161
+ | No log | 6.1111 | 220 | 0.6638 | 0.5820 | 0.6638 | 0.8147 |
162
+ | No log | 6.1667 | 222 | 0.6929 | 0.6043 | 0.6929 | 0.8324 |
163
+ | No log | 6.2222 | 224 | 0.6955 | 0.5712 | 0.6955 | 0.8340 |
164
+ | No log | 6.2778 | 226 | 0.6901 | 0.4932 | 0.6901 | 0.8307 |
165
+ | No log | 6.3333 | 228 | 0.7798 | 0.5019 | 0.7798 | 0.8831 |
166
+ | No log | 6.3889 | 230 | 0.8147 | 0.4214 | 0.8147 | 0.9026 |
167
+ | No log | 6.4444 | 232 | 0.7462 | 0.4461 | 0.7462 | 0.8638 |
168
+ | No log | 6.5 | 234 | 0.7357 | 0.4388 | 0.7357 | 0.8577 |
169
+ | No log | 6.5556 | 236 | 0.7249 | 0.4660 | 0.7249 | 0.8514 |
170
+ | No log | 6.6111 | 238 | 0.7196 | 0.4831 | 0.7196 | 0.8483 |
171
+ | No log | 6.6667 | 240 | 0.7559 | 0.4903 | 0.7559 | 0.8694 |
172
+ | No log | 6.7222 | 242 | 0.7224 | 0.5696 | 0.7224 | 0.8499 |
173
+ | No log | 6.7778 | 244 | 0.6695 | 0.5505 | 0.6695 | 0.8182 |
174
+ | No log | 6.8333 | 246 | 0.6662 | 0.5443 | 0.6662 | 0.8162 |
175
+ | No log | 6.8889 | 248 | 0.6454 | 0.5724 | 0.6454 | 0.8033 |
176
+ | No log | 6.9444 | 250 | 0.6673 | 0.5490 | 0.6673 | 0.8169 |
177
+ | No log | 7.0 | 252 | 0.6926 | 0.4478 | 0.6926 | 0.8322 |
178
+ | No log | 7.0556 | 254 | 0.7320 | 0.4562 | 0.7320 | 0.8556 |
179
+ | No log | 7.1111 | 256 | 0.6797 | 0.4063 | 0.6797 | 0.8244 |
180
+ | No log | 7.1667 | 258 | 0.6625 | 0.5149 | 0.6625 | 0.8139 |
181
+ | No log | 7.2222 | 260 | 0.6755 | 0.4337 | 0.6755 | 0.8219 |
182
+ | No log | 7.2778 | 262 | 0.7221 | 0.3922 | 0.7221 | 0.8497 |
183
+ | No log | 7.3333 | 264 | 0.8162 | 0.4562 | 0.8162 | 0.9035 |
184
+ | No log | 7.3889 | 266 | 0.8058 | 0.4180 | 0.8058 | 0.8976 |
185
+ | No log | 7.4444 | 268 | 0.7772 | 0.3682 | 0.7772 | 0.8816 |
186
+ | No log | 7.5 | 270 | 0.7773 | 0.3393 | 0.7773 | 0.8816 |
187
+ | No log | 7.5556 | 272 | 0.7770 | 0.3424 | 0.7770 | 0.8815 |
188
+ | No log | 7.6111 | 274 | 0.7705 | 0.4075 | 0.7705 | 0.8778 |
189
+ | No log | 7.6667 | 276 | 0.7845 | 0.4586 | 0.7845 | 0.8857 |
190
+ | No log | 7.7222 | 278 | 0.7674 | 0.4343 | 0.7674 | 0.8760 |
191
+ | No log | 7.7778 | 280 | 0.8043 | 0.4318 | 0.8043 | 0.8968 |
192
+ | No log | 7.8333 | 282 | 0.8432 | 0.4310 | 0.8432 | 0.9183 |
193
+ | No log | 7.8889 | 284 | 0.7971 | 0.4318 | 0.7971 | 0.8928 |
194
+ | No log | 7.9444 | 286 | 0.7644 | 0.4456 | 0.7644 | 0.8743 |
195
+ | No log | 8.0 | 288 | 0.8110 | 0.4318 | 0.8110 | 0.9006 |
196
+ | No log | 8.0556 | 290 | 0.8721 | 0.4666 | 0.8721 | 0.9339 |
197
+ | No log | 8.1111 | 292 | 0.7776 | 0.4935 | 0.7776 | 0.8818 |
198
+ | No log | 8.1667 | 294 | 0.6953 | 0.5522 | 0.6953 | 0.8339 |
199
+ | No log | 8.2222 | 296 | 0.7041 | 0.5569 | 0.7041 | 0.8391 |
200
+ | No log | 8.2778 | 298 | 0.7046 | 0.5419 | 0.7046 | 0.8394 |
201
+ | No log | 8.3333 | 300 | 0.7069 | 0.5575 | 0.7069 | 0.8408 |
202
+ | No log | 8.3889 | 302 | 0.7078 | 0.4975 | 0.7078 | 0.8413 |
203
+ | No log | 8.4444 | 304 | 0.7096 | 0.6057 | 0.7096 | 0.8424 |
204
+ | No log | 8.5 | 306 | 0.7313 | 0.5217 | 0.7313 | 0.8551 |
205
+ | No log | 8.5556 | 308 | 0.7830 | 0.4331 | 0.7830 | 0.8849 |
206
+ | No log | 8.6111 | 310 | 0.7655 | 0.4671 | 0.7655 | 0.8749 |
207
+ | No log | 8.6667 | 312 | 0.7160 | 0.5089 | 0.7160 | 0.8461 |
208
+ | No log | 8.7222 | 314 | 0.7180 | 0.5093 | 0.7180 | 0.8474 |
209
+ | No log | 8.7778 | 316 | 0.7056 | 0.5428 | 0.7056 | 0.8400 |
210
+ | No log | 8.8333 | 318 | 0.6965 | 0.5396 | 0.6965 | 0.8346 |
211
+ | No log | 8.8889 | 320 | 0.6724 | 0.6345 | 0.6724 | 0.8200 |
212
+ | No log | 8.9444 | 322 | 0.6754 | 0.5540 | 0.6754 | 0.8219 |
213
+ | No log | 9.0 | 324 | 0.6737 | 0.5429 | 0.6737 | 0.8208 |
214
+ | No log | 9.0556 | 326 | 0.6454 | 0.5724 | 0.6454 | 0.8034 |
215
+ | No log | 9.1111 | 328 | 0.6846 | 0.5561 | 0.6846 | 0.8274 |
216
+ | No log | 9.1667 | 330 | 0.7688 | 0.4450 | 0.7688 | 0.8768 |
217
+ | No log | 9.2222 | 332 | 0.7646 | 0.4686 | 0.7646 | 0.8744 |
218
+ | No log | 9.2778 | 334 | 0.6894 | 0.5188 | 0.6894 | 0.8303 |
219
+ | No log | 9.3333 | 336 | 0.7202 | 0.5383 | 0.7202 | 0.8487 |
220
+ | No log | 9.3889 | 338 | 0.7143 | 0.5686 | 0.7143 | 0.8451 |
221
+ | No log | 9.4444 | 340 | 0.6782 | 0.5395 | 0.6782 | 0.8235 |
222
+ | No log | 9.5 | 342 | 0.6511 | 0.5877 | 0.6511 | 0.8069 |
223
+ | No log | 9.5556 | 344 | 0.6601 | 0.5719 | 0.6601 | 0.8125 |
224
+ | No log | 9.6111 | 346 | 0.7428 | 0.5555 | 0.7428 | 0.8619 |
225
+ | No log | 9.6667 | 348 | 0.8160 | 0.5526 | 0.8160 | 0.9033 |
226
+ | No log | 9.7222 | 350 | 0.7765 | 0.5725 | 0.7765 | 0.8812 |
227
+ | No log | 9.7778 | 352 | 0.6689 | 0.6083 | 0.6689 | 0.8178 |
228
+ | No log | 9.8333 | 354 | 0.6520 | 0.5987 | 0.6520 | 0.8075 |
229
+ | No log | 9.8889 | 356 | 0.6490 | 0.6598 | 0.6490 | 0.8056 |
230
+ | No log | 9.9444 | 358 | 0.6559 | 0.6015 | 0.6559 | 0.8099 |
231
+ | No log | 10.0 | 360 | 0.6484 | 0.6589 | 0.6484 | 0.8052 |
232
+ | No log | 10.0556 | 362 | 0.6586 | 0.5711 | 0.6586 | 0.8115 |
233
+ | No log | 10.1111 | 364 | 0.6660 | 0.6048 | 0.6660 | 0.8161 |
234
+ | No log | 10.1667 | 366 | 0.7135 | 0.5645 | 0.7135 | 0.8447 |
235
+ | No log | 10.2222 | 368 | 0.7586 | 0.5036 | 0.7586 | 0.8710 |
236
+ | No log | 10.2778 | 370 | 0.7014 | 0.5565 | 0.7014 | 0.8375 |
237
+ | No log | 10.3333 | 372 | 0.6463 | 0.6499 | 0.6463 | 0.8040 |
238
+ | No log | 10.3889 | 374 | 0.6437 | 0.6578 | 0.6437 | 0.8023 |
239
+ | No log | 10.4444 | 376 | 0.6340 | 0.6610 | 0.6340 | 0.7963 |
240
+ | No log | 10.5 | 378 | 0.6496 | 0.6488 | 0.6496 | 0.8060 |
241
+ | No log | 10.5556 | 380 | 0.6573 | 0.6087 | 0.6573 | 0.8107 |
242
+ | No log | 10.6111 | 382 | 0.6563 | 0.5977 | 0.6563 | 0.8101 |
243
+ | No log | 10.6667 | 384 | 0.6376 | 0.6724 | 0.6376 | 0.7985 |
244
+ | No log | 10.7222 | 386 | 0.6487 | 0.6446 | 0.6487 | 0.8054 |
245
+ | No log | 10.7778 | 388 | 0.6410 | 0.6764 | 0.6410 | 0.8006 |
246
+ | No log | 10.8333 | 390 | 0.6325 | 0.6720 | 0.6325 | 0.7953 |
247
+ | No log | 10.8889 | 392 | 0.6523 | 0.5955 | 0.6523 | 0.8077 |
248
+ | No log | 10.9444 | 394 | 0.6680 | 0.5955 | 0.6680 | 0.8173 |
249
+ | No log | 11.0 | 396 | 0.6630 | 0.5961 | 0.6630 | 0.8142 |
250
+ | No log | 11.0556 | 398 | 0.6677 | 0.6102 | 0.6677 | 0.8172 |
251
+ | No log | 11.1111 | 400 | 0.6869 | 0.6003 | 0.6869 | 0.8288 |
252
+ | No log | 11.1667 | 402 | 0.6728 | 0.6065 | 0.6728 | 0.8202 |
253
+ | No log | 11.2222 | 404 | 0.6840 | 0.4750 | 0.6840 | 0.8270 |
254
+ | No log | 11.2778 | 406 | 0.7262 | 0.5245 | 0.7262 | 0.8522 |
255
+ | No log | 11.3333 | 408 | 0.6937 | 0.5232 | 0.6937 | 0.8329 |
256
+ | No log | 11.3889 | 410 | 0.6554 | 0.6380 | 0.6554 | 0.8096 |
257
+ | No log | 11.4444 | 412 | 0.6942 | 0.5429 | 0.6942 | 0.8332 |
258
+ | No log | 11.5 | 414 | 0.7538 | 0.5160 | 0.7538 | 0.8682 |
259
+ | No log | 11.5556 | 416 | 0.7588 | 0.5181 | 0.7588 | 0.8711 |
260
+ | No log | 11.6111 | 418 | 0.6724 | 0.5763 | 0.6724 | 0.8200 |
261
+ | No log | 11.6667 | 420 | 0.6381 | 0.6196 | 0.6381 | 0.7988 |
262
+ | No log | 11.7222 | 422 | 0.6646 | 0.5650 | 0.6646 | 0.8153 |
263
+ | No log | 11.7778 | 424 | 0.6808 | 0.5103 | 0.6808 | 0.8251 |
264
+ | No log | 11.8333 | 426 | 0.6621 | 0.5795 | 0.6621 | 0.8137 |
265
+ | No log | 11.8889 | 428 | 0.6509 | 0.6107 | 0.6509 | 0.8068 |
266
+ | No log | 11.9444 | 430 | 0.6924 | 0.5305 | 0.6924 | 0.8321 |
267
+ | No log | 12.0 | 432 | 0.7243 | 0.5342 | 0.7243 | 0.8511 |
268
+ | No log | 12.0556 | 434 | 0.6580 | 0.5895 | 0.6580 | 0.8112 |
269
+ | No log | 12.1111 | 436 | 0.6483 | 0.5737 | 0.6483 | 0.8052 |
270
+ | No log | 12.1667 | 438 | 0.7077 | 0.5348 | 0.7077 | 0.8412 |
271
+ | No log | 12.2222 | 440 | 0.6984 | 0.5348 | 0.6984 | 0.8357 |
272
+ | No log | 12.2778 | 442 | 0.6413 | 0.6225 | 0.6413 | 0.8008 |
273
+ | No log | 12.3333 | 444 | 0.6521 | 0.6451 | 0.6521 | 0.8075 |
274
+ | No log | 12.3889 | 446 | 0.6771 | 0.6151 | 0.6771 | 0.8229 |
275
+ | No log | 12.4444 | 448 | 0.6407 | 0.6012 | 0.6407 | 0.8004 |
276
+ | No log | 12.5 | 450 | 0.6468 | 0.5770 | 0.6468 | 0.8043 |
277
+ | No log | 12.5556 | 452 | 0.7290 | 0.5148 | 0.7290 | 0.8538 |
278
+ | No log | 12.6111 | 454 | 0.7356 | 0.5148 | 0.7356 | 0.8577 |
279
+ | No log | 12.6667 | 456 | 0.6984 | 0.5355 | 0.6984 | 0.8357 |
280
+ | No log | 12.7222 | 458 | 0.6875 | 0.5555 | 0.6875 | 0.8292 |
281
+ | No log | 12.7778 | 460 | 0.6869 | 0.5301 | 0.6869 | 0.8288 |
282
+ | No log | 12.8333 | 462 | 0.6662 | 0.5712 | 0.6662 | 0.8162 |
283
+ | No log | 12.8889 | 464 | 0.6552 | 0.6345 | 0.6552 | 0.8094 |
284
+ | No log | 12.9444 | 466 | 0.6527 | 0.6306 | 0.6527 | 0.8079 |
285
+ | No log | 13.0 | 468 | 0.6657 | 0.5686 | 0.6657 | 0.8159 |
286
+ | No log | 13.0556 | 470 | 0.7334 | 0.5236 | 0.7334 | 0.8564 |
287
+ | No log | 13.1111 | 472 | 0.6573 | 0.6009 | 0.6573 | 0.8107 |
288
+ | No log | 13.1667 | 474 | 0.6235 | 0.6451 | 0.6235 | 0.7896 |
289
+ | No log | 13.2222 | 476 | 0.6207 | 0.6451 | 0.6207 | 0.7878 |
290
+ | No log | 13.2778 | 478 | 0.6158 | 0.6065 | 0.6158 | 0.7847 |
291
+ | No log | 13.3333 | 480 | 0.6271 | 0.6087 | 0.6271 | 0.7919 |
292
+ | No log | 13.3889 | 482 | 0.6170 | 0.6087 | 0.6170 | 0.7855 |
293
+ | No log | 13.4444 | 484 | 0.6154 | 0.5988 | 0.6154 | 0.7845 |
294
+ | No log | 13.5 | 486 | 0.6012 | 0.6507 | 0.6012 | 0.7754 |
295
+ | No log | 13.5556 | 488 | 0.5889 | 0.6649 | 0.5889 | 0.7674 |
296
+ | No log | 13.6111 | 490 | 0.5926 | 0.6762 | 0.5926 | 0.7698 |
297
+ | No log | 13.6667 | 492 | 0.6099 | 0.6699 | 0.6099 | 0.7809 |
298
+ | No log | 13.7222 | 494 | 0.6423 | 0.5865 | 0.6423 | 0.8015 |
299
+ | No log | 13.7778 | 496 | 0.6325 | 0.6185 | 0.6325 | 0.7953 |
300
+ | No log | 13.8333 | 498 | 0.6421 | 0.6672 | 0.6421 | 0.8013 |
301
+ | 0.2599 | 13.8889 | 500 | 0.6779 | 0.6189 | 0.6779 | 0.8233 |
302
+ | 0.2599 | 13.9444 | 502 | 0.6640 | 0.6337 | 0.6640 | 0.8148 |
303
+ | 0.2599 | 14.0 | 504 | 0.6449 | 0.6364 | 0.6449 | 0.8031 |
304
+ | 0.2599 | 14.0556 | 506 | 0.6560 | 0.6185 | 0.6560 | 0.8099 |
305
+ | 0.2599 | 14.1111 | 508 | 0.6529 | 0.6164 | 0.6529 | 0.8080 |
306
+ | 0.2599 | 14.1667 | 510 | 0.6448 | 0.6610 | 0.6448 | 0.8030 |
307
+ | 0.2599 | 14.2222 | 512 | 0.6806 | 0.5850 | 0.6806 | 0.8250 |
308
+ | 0.2599 | 14.2778 | 514 | 0.7545 | 0.5958 | 0.7545 | 0.8686 |
309
+ | 0.2599 | 14.3333 | 516 | 0.7444 | 0.5660 | 0.7444 | 0.8628 |
310
+ | 0.2599 | 14.3889 | 518 | 0.6963 | 0.5850 | 0.6963 | 0.8345 |
311
+ | 0.2599 | 14.4444 | 520 | 0.6591 | 0.5963 | 0.6591 | 0.8118 |
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
  ### Framework versions
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