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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k9_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7587
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- - Qwk: 0.5426
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- - Mse: 0.7587
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- - Rmse: 0.8710
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  ## Model description
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@@ -47,278 +47,521 @@ 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 | 0.0444 | 2 | 4.7089 | 0.0010 | 4.7089 | 2.1700 |
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- | No log | 0.0889 | 4 | 2.6298 | 0.0104 | 2.6298 | 1.6217 |
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- | No log | 0.1333 | 6 | 1.5179 | 0.0385 | 1.5179 | 1.2320 |
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- | No log | 0.1778 | 8 | 1.2134 | 0.1728 | 1.2134 | 1.1015 |
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- | No log | 0.2222 | 10 | 1.1498 | 0.1314 | 1.1498 | 1.0723 |
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- | No log | 0.2667 | 12 | 1.2481 | 0.1505 | 1.2481 | 1.1172 |
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- | No log | 0.3111 | 14 | 1.5357 | 0.0608 | 1.5357 | 1.2392 |
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- | No log | 0.3556 | 16 | 1.1061 | 0.3671 | 1.1061 | 1.0517 |
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- | No log | 0.4 | 18 | 1.0439 | 0.3431 | 1.0439 | 1.0217 |
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- | No log | 0.4444 | 20 | 1.0966 | 0.3602 | 1.0966 | 1.0472 |
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- | No log | 0.4889 | 22 | 1.0948 | 0.3937 | 1.0948 | 1.0463 |
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- | No log | 0.5333 | 24 | 1.1525 | 0.2984 | 1.1525 | 1.0735 |
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- | No log | 0.5778 | 26 | 1.0940 | 0.2938 | 1.0940 | 1.0459 |
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- | No log | 0.6222 | 28 | 1.2436 | 0.1842 | 1.2436 | 1.1151 |
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- | No log | 0.6667 | 30 | 1.2123 | 0.2240 | 1.2123 | 1.1011 |
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- | No log | 0.7111 | 32 | 1.1738 | 0.2410 | 1.1738 | 1.0834 |
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- | No log | 0.7556 | 34 | 1.1315 | 0.2361 | 1.1315 | 1.0637 |
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- | No log | 0.8 | 36 | 1.1837 | 0.2581 | 1.1837 | 1.0880 |
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- | No log | 0.8444 | 38 | 1.1709 | 0.2832 | 1.1709 | 1.0821 |
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- | No log | 0.8889 | 40 | 1.2053 | 0.2876 | 1.2053 | 1.0979 |
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- | No log | 0.9333 | 42 | 1.1150 | 0.3418 | 1.1150 | 1.0560 |
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- | No log | 0.9778 | 44 | 1.0365 | 0.4517 | 1.0365 | 1.0181 |
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- | No log | 1.0222 | 46 | 1.0426 | 0.4472 | 1.0426 | 1.0211 |
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- | No log | 1.0667 | 48 | 1.1275 | 0.4061 | 1.1275 | 1.0618 |
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- | No log | 1.1111 | 50 | 1.1280 | 0.4061 | 1.1280 | 1.0621 |
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- | No log | 1.1556 | 52 | 1.0896 | 0.5117 | 1.0896 | 1.0438 |
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- | No log | 1.2 | 54 | 1.0321 | 0.4563 | 1.0321 | 1.0159 |
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- | No log | 1.2444 | 56 | 1.0051 | 0.4536 | 1.0051 | 1.0025 |
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- | No log | 1.2889 | 58 | 1.2811 | 0.3631 | 1.2811 | 1.1318 |
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- | No log | 1.3333 | 60 | 1.7082 | 0.2902 | 1.7082 | 1.3070 |
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- | No log | 1.3778 | 62 | 1.6029 | 0.2461 | 1.6029 | 1.2661 |
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- | No log | 1.4222 | 64 | 1.0199 | 0.3453 | 1.0199 | 1.0099 |
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- | No log | 1.4667 | 66 | 1.0024 | 0.4 | 1.0024 | 1.0012 |
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- | No log | 1.5111 | 68 | 0.9584 | 0.4200 | 0.9584 | 0.9790 |
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- | No log | 1.5556 | 70 | 0.8837 | 0.5498 | 0.8837 | 0.9401 |
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- | No log | 1.6 | 72 | 0.8333 | 0.5579 | 0.8333 | 0.9128 |
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- | No log | 1.6444 | 74 | 0.8356 | 0.5921 | 0.8356 | 0.9141 |
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- | No log | 1.6889 | 76 | 1.0023 | 0.5570 | 1.0023 | 1.0011 |
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- | No log | 1.7333 | 78 | 1.0254 | 0.5370 | 1.0254 | 1.0126 |
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- | No log | 1.7778 | 80 | 0.8300 | 0.5067 | 0.8300 | 0.9110 |
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- | No log | 1.8222 | 82 | 0.8296 | 0.5067 | 0.8296 | 0.9108 |
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- | No log | 1.8667 | 84 | 0.8576 | 0.5753 | 0.8576 | 0.9261 |
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- | No log | 1.9111 | 86 | 0.9357 | 0.6170 | 0.9357 | 0.9673 |
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- | No log | 1.9556 | 88 | 0.9104 | 0.6170 | 0.9104 | 0.9542 |
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- | No log | 2.0 | 90 | 0.8154 | 0.5040 | 0.8154 | 0.9030 |
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- | No log | 2.0444 | 92 | 0.9356 | 0.5264 | 0.9356 | 0.9673 |
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- | No log | 2.0889 | 94 | 0.8842 | 0.4992 | 0.8842 | 0.9403 |
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- | No log | 2.1333 | 96 | 0.9052 | 0.6256 | 0.9052 | 0.9514 |
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- | No log | 2.1778 | 98 | 1.1456 | 0.4674 | 1.1456 | 1.0703 |
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- | No log | 2.2222 | 100 | 1.1103 | 0.4529 | 1.1103 | 1.0537 |
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- | No log | 2.2667 | 102 | 0.8719 | 0.5898 | 0.8719 | 0.9337 |
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- | No log | 2.3111 | 104 | 0.9338 | 0.4741 | 0.9338 | 0.9663 |
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- | No log | 2.3556 | 106 | 1.1041 | 0.3471 | 1.1041 | 1.0508 |
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- | No log | 2.4 | 108 | 0.9406 | 0.4439 | 0.9406 | 0.9698 |
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- | No log | 2.4444 | 110 | 0.8819 | 0.5012 | 0.8819 | 0.9391 |
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- | No log | 2.4889 | 112 | 1.1478 | 0.4339 | 1.1478 | 1.0713 |
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- | No log | 2.5333 | 114 | 1.0902 | 0.4881 | 1.0902 | 1.0441 |
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- | No log | 2.5778 | 116 | 0.8721 | 0.5171 | 0.8721 | 0.9339 |
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- | No log | 2.6222 | 118 | 0.8463 | 0.4655 | 0.8463 | 0.9199 |
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- | No log | 2.6667 | 120 | 0.8592 | 0.5110 | 0.8592 | 0.9269 |
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- | No log | 2.7111 | 122 | 0.8133 | 0.5241 | 0.8133 | 0.9018 |
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- | No log | 2.7556 | 124 | 0.8201 | 0.5420 | 0.8201 | 0.9056 |
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- | No log | 2.8 | 126 | 0.8242 | 0.5251 | 0.8242 | 0.9078 |
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- | No log | 2.8444 | 128 | 0.8502 | 0.5305 | 0.8502 | 0.9221 |
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- | No log | 2.8889 | 130 | 0.8508 | 0.5287 | 0.8508 | 0.9224 |
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- | No log | 2.9333 | 132 | 0.8961 | 0.5370 | 0.8961 | 0.9466 |
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- | No log | 2.9778 | 134 | 0.8634 | 0.4874 | 0.8634 | 0.9292 |
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- | No log | 3.0222 | 136 | 0.8504 | 0.5290 | 0.8504 | 0.9222 |
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- | No log | 3.0667 | 138 | 0.8925 | 0.4769 | 0.8925 | 0.9447 |
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- | No log | 3.1111 | 140 | 0.8818 | 0.5367 | 0.8818 | 0.9390 |
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- | No log | 3.1556 | 142 | 0.9729 | 0.5135 | 0.9729 | 0.9863 |
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- | No log | 3.2 | 144 | 1.2401 | 0.4618 | 1.2401 | 1.1136 |
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- | No log | 3.2444 | 146 | 1.1403 | 0.4631 | 1.1403 | 1.0678 |
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- | No log | 3.2889 | 148 | 0.8792 | 0.5370 | 0.8792 | 0.9376 |
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- | No log | 3.3333 | 150 | 0.8388 | 0.3681 | 0.8388 | 0.9159 |
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- | No log | 3.3778 | 152 | 0.8458 | 0.3390 | 0.8458 | 0.9196 |
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- | No log | 3.4222 | 154 | 0.8217 | 0.3541 | 0.8217 | 0.9065 |
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- | No log | 3.4667 | 156 | 0.8632 | 0.5753 | 0.8632 | 0.9291 |
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- | No log | 3.5111 | 158 | 0.9115 | 0.5179 | 0.9115 | 0.9547 |
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- | No log | 3.5556 | 160 | 0.9781 | 0.5202 | 0.9781 | 0.9890 |
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- | No log | 3.6 | 162 | 1.0221 | 0.5202 | 1.0221 | 1.0110 |
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- | No log | 3.6444 | 164 | 0.8413 | 0.5697 | 0.8413 | 0.9172 |
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- | No log | 3.6889 | 166 | 0.8216 | 0.5821 | 0.8216 | 0.9064 |
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- | No log | 3.7333 | 168 | 0.8148 | 0.5458 | 0.8148 | 0.9027 |
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- | No log | 3.7778 | 170 | 0.7983 | 0.5023 | 0.7983 | 0.8935 |
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- | No log | 3.8222 | 172 | 0.7988 | 0.5275 | 0.7988 | 0.8937 |
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- | No log | 3.8667 | 174 | 0.8237 | 0.4907 | 0.8237 | 0.9076 |
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- | No log | 3.9111 | 176 | 0.8609 | 0.5291 | 0.8609 | 0.9278 |
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- | No log | 3.9556 | 178 | 0.8337 | 0.5635 | 0.8337 | 0.9131 |
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- | No log | 4.0 | 180 | 0.8399 | 0.5896 | 0.8399 | 0.9165 |
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- | No log | 4.0444 | 182 | 0.8403 | 0.5790 | 0.8403 | 0.9167 |
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- | No log | 4.0889 | 184 | 0.9058 | 0.5907 | 0.9058 | 0.9517 |
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- | No log | 4.1333 | 186 | 0.8957 | 0.5781 | 0.8957 | 0.9464 |
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- | No log | 4.1778 | 188 | 0.8520 | 0.6001 | 0.8520 | 0.9231 |
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- | No log | 4.2222 | 190 | 0.8119 | 0.5977 | 0.8119 | 0.9011 |
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- | No log | 4.2667 | 192 | 0.8066 | 0.5532 | 0.8066 | 0.8981 |
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- | No log | 4.3111 | 194 | 0.8268 | 0.5220 | 0.8268 | 0.9093 |
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- | No log | 4.3556 | 196 | 0.9076 | 0.5439 | 0.9076 | 0.9527 |
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- | No log | 4.4 | 198 | 0.8772 | 0.5051 | 0.8772 | 0.9366 |
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- | No log | 4.4444 | 200 | 0.8798 | 0.4693 | 0.8798 | 0.9380 |
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- | No log | 4.4889 | 202 | 0.9523 | 0.5160 | 0.9523 | 0.9758 |
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- | No log | 4.5333 | 204 | 1.0008 | 0.4841 | 1.0008 | 1.0004 |
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- | No log | 4.5778 | 206 | 0.9467 | 0.4862 | 0.9467 | 0.9730 |
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- | No log | 4.6222 | 208 | 0.8240 | 0.4981 | 0.8240 | 0.9077 |
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- | No log | 4.6667 | 210 | 0.8071 | 0.4328 | 0.8071 | 0.8984 |
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- | No log | 4.7111 | 212 | 0.7882 | 0.4872 | 0.7882 | 0.8878 |
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- | No log | 4.7556 | 214 | 0.8518 | 0.6182 | 0.8518 | 0.9229 |
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- | No log | 4.8 | 216 | 1.1068 | 0.4783 | 1.1068 | 1.0520 |
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- | No log | 4.8444 | 218 | 1.3450 | 0.4495 | 1.3450 | 1.1597 |
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- | No log | 4.8889 | 220 | 1.2580 | 0.4411 | 1.2580 | 1.1216 |
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- | No log | 4.9333 | 222 | 0.9531 | 0.5614 | 0.9531 | 0.9762 |
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- | No log | 4.9778 | 224 | 0.8044 | 0.4818 | 0.8044 | 0.8969 |
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- | No log | 5.0222 | 226 | 0.8355 | 0.4648 | 0.8355 | 0.9140 |
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- | No log | 5.0667 | 228 | 0.8187 | 0.4992 | 0.8187 | 0.9048 |
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- | No log | 5.1111 | 230 | 0.7818 | 0.5864 | 0.7818 | 0.8842 |
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- | No log | 5.1556 | 232 | 0.9399 | 0.5592 | 0.9399 | 0.9695 |
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- | No log | 5.2 | 234 | 1.0239 | 0.5548 | 1.0239 | 1.0119 |
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- | No log | 5.2444 | 236 | 0.9587 | 0.5389 | 0.9587 | 0.9791 |
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- | No log | 5.2889 | 238 | 0.9047 | 0.5592 | 0.9047 | 0.9512 |
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- | No log | 5.3333 | 240 | 0.8239 | 0.5519 | 0.8239 | 0.9077 |
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- | No log | 5.3778 | 242 | 0.7998 | 0.6222 | 0.7998 | 0.8943 |
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- | No log | 5.4222 | 244 | 0.7965 | 0.5851 | 0.7965 | 0.8925 |
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- | No log | 5.4667 | 246 | 0.8228 | 0.5440 | 0.8228 | 0.9071 |
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- | No log | 5.5111 | 248 | 0.8300 | 0.5283 | 0.8300 | 0.9111 |
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- | No log | 5.5556 | 250 | 0.9501 | 0.5511 | 0.9501 | 0.9747 |
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- | No log | 5.6 | 252 | 1.0353 | 0.4952 | 1.0353 | 1.0175 |
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- | No log | 5.6444 | 254 | 0.9604 | 0.4372 | 0.9604 | 0.9800 |
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- | No log | 5.6889 | 256 | 0.8642 | 0.3094 | 0.8642 | 0.9296 |
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- | No log | 5.7333 | 258 | 0.8367 | 0.4476 | 0.8367 | 0.9147 |
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- | No log | 5.7778 | 260 | 0.8731 | 0.5649 | 0.8731 | 0.9344 |
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- | No log | 5.8222 | 262 | 1.0602 | 0.4977 | 1.0602 | 1.0296 |
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- | No log | 5.8667 | 264 | 1.1719 | 0.4856 | 1.1719 | 1.0825 |
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- | No log | 5.9111 | 266 | 1.0303 | 0.5253 | 1.0303 | 1.0150 |
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- | No log | 5.9556 | 268 | 0.8615 | 0.5935 | 0.8615 | 0.9282 |
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- | No log | 6.0 | 270 | 0.8286 | 0.4575 | 0.8286 | 0.9103 |
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- | No log | 6.0444 | 272 | 0.8313 | 0.4575 | 0.8313 | 0.9118 |
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- | No log | 6.0889 | 274 | 0.8351 | 0.4889 | 0.8351 | 0.9138 |
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- | No log | 6.1333 | 276 | 0.9183 | 0.5287 | 0.9183 | 0.9583 |
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- | No log | 6.1778 | 278 | 1.1073 | 0.5040 | 1.1073 | 1.0523 |
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- | No log | 6.2222 | 280 | 1.0877 | 0.5040 | 1.0877 | 1.0429 |
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- | No log | 6.2667 | 282 | 0.8952 | 0.4930 | 0.8952 | 0.9462 |
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- | No log | 6.3111 | 284 | 0.8357 | 0.4979 | 0.8357 | 0.9142 |
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- | No log | 6.3556 | 286 | 0.8485 | 0.4781 | 0.8485 | 0.9211 |
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- | No log | 6.4 | 288 | 0.8298 | 0.5349 | 0.8298 | 0.9109 |
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- | No log | 6.4444 | 290 | 0.9105 | 0.5183 | 0.9105 | 0.9542 |
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- | No log | 6.4889 | 292 | 1.0218 | 0.5094 | 1.0218 | 1.0108 |
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- | No log | 6.5333 | 294 | 1.0185 | 0.5124 | 1.0185 | 1.0092 |
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- | No log | 6.5778 | 296 | 0.9362 | 0.5374 | 0.9362 | 0.9676 |
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- | No log | 6.6222 | 298 | 0.9099 | 0.5 | 0.9099 | 0.9539 |
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- | No log | 6.6667 | 300 | 0.8668 | 0.5244 | 0.8668 | 0.9310 |
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- | No log | 6.7111 | 302 | 0.8396 | 0.5587 | 0.8396 | 0.9163 |
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- | No log | 6.7556 | 304 | 0.8168 | 0.5356 | 0.8168 | 0.9037 |
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- | No log | 6.8 | 306 | 0.8127 | 0.5806 | 0.8127 | 0.9015 |
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- | No log | 6.8444 | 308 | 0.8228 | 0.5796 | 0.8228 | 0.9071 |
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- | No log | 6.8889 | 310 | 0.8748 | 0.5575 | 0.8748 | 0.9353 |
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- | No log | 6.9333 | 312 | 0.8517 | 0.5575 | 0.8517 | 0.9229 |
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- | No log | 6.9778 | 314 | 0.8458 | 0.5379 | 0.8458 | 0.9197 |
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- | No log | 7.0222 | 316 | 0.8531 | 0.5326 | 0.8531 | 0.9236 |
210
- | No log | 7.0667 | 318 | 0.8440 | 0.4618 | 0.8440 | 0.9187 |
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- | No log | 7.1111 | 320 | 0.8980 | 0.3989 | 0.8980 | 0.9476 |
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- | No log | 7.1556 | 322 | 0.9075 | 0.3989 | 0.9075 | 0.9526 |
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- | No log | 7.2 | 324 | 0.8778 | 0.3661 | 0.8778 | 0.9369 |
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- | No log | 7.2444 | 326 | 1.0184 | 0.5673 | 1.0184 | 1.0092 |
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- | No log | 7.2889 | 328 | 1.1696 | 0.5144 | 1.1696 | 1.0815 |
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- | No log | 7.3333 | 330 | 1.1199 | 0.5144 | 1.1199 | 1.0583 |
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- | No log | 7.3778 | 332 | 0.9267 | 0.5173 | 0.9267 | 0.9627 |
218
- | No log | 7.4222 | 334 | 0.8270 | 0.5223 | 0.8270 | 0.9094 |
219
- | No log | 7.4667 | 336 | 0.9122 | 0.5119 | 0.9122 | 0.9551 |
220
- | No log | 7.5111 | 338 | 1.0284 | 0.5091 | 1.0284 | 1.0141 |
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- | No log | 7.5556 | 340 | 1.0015 | 0.5235 | 1.0015 | 1.0007 |
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- | No log | 7.6 | 342 | 0.8953 | 0.5877 | 0.8953 | 0.9462 |
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- | No log | 7.6444 | 344 | 0.8916 | 0.5890 | 0.8916 | 0.9442 |
224
- | No log | 7.6889 | 346 | 1.0056 | 0.5500 | 1.0056 | 1.0028 |
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- | No log | 7.7333 | 348 | 1.0615 | 0.5489 | 1.0615 | 1.0303 |
226
- | No log | 7.7778 | 350 | 1.0077 | 0.5729 | 1.0077 | 1.0038 |
227
- | No log | 7.8222 | 352 | 0.8944 | 0.5696 | 0.8944 | 0.9457 |
228
- | No log | 7.8667 | 354 | 0.8299 | 0.5601 | 0.8299 | 0.9110 |
229
- | No log | 7.9111 | 356 | 0.8118 | 0.5876 | 0.8118 | 0.9010 |
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- | No log | 7.9556 | 358 | 0.8127 | 0.5798 | 0.8127 | 0.9015 |
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- | No log | 8.0 | 360 | 0.8116 | 0.5811 | 0.8116 | 0.9009 |
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- | No log | 8.0444 | 362 | 0.8209 | 0.5798 | 0.8209 | 0.9060 |
233
- | No log | 8.0889 | 364 | 0.8292 | 0.5700 | 0.8292 | 0.9106 |
234
- | No log | 8.1333 | 366 | 0.8316 | 0.5700 | 0.8316 | 0.9119 |
235
- | No log | 8.1778 | 368 | 0.8108 | 0.5700 | 0.8108 | 0.9005 |
236
- | No log | 8.2222 | 370 | 0.7878 | 0.5747 | 0.7878 | 0.8876 |
237
- | No log | 8.2667 | 372 | 0.7891 | 0.5177 | 0.7891 | 0.8883 |
238
- | No log | 8.3111 | 374 | 0.7986 | 0.5624 | 0.7986 | 0.8936 |
239
- | No log | 8.3556 | 376 | 0.7954 | 0.5318 | 0.7954 | 0.8919 |
240
- | No log | 8.4 | 378 | 0.7816 | 0.5322 | 0.7816 | 0.8841 |
241
- | No log | 8.4444 | 380 | 0.8296 | 0.4281 | 0.8296 | 0.9108 |
242
- | No log | 8.4889 | 382 | 0.9893 | 0.4850 | 0.9893 | 0.9947 |
243
- | No log | 8.5333 | 384 | 1.0618 | 0.4138 | 1.0618 | 1.0304 |
244
- | No log | 8.5778 | 386 | 0.9436 | 0.4850 | 0.9436 | 0.9714 |
245
- | No log | 8.6222 | 388 | 0.7699 | 0.5106 | 0.7699 | 0.8775 |
246
- | No log | 8.6667 | 390 | 0.8907 | 0.6061 | 0.8907 | 0.9438 |
247
- | No log | 8.7111 | 392 | 1.0877 | 0.5153 | 1.0877 | 1.0429 |
248
- | No log | 8.7556 | 394 | 1.0724 | 0.5214 | 1.0724 | 1.0355 |
249
- | No log | 8.8 | 396 | 0.9508 | 0.5966 | 0.9508 | 0.9751 |
250
- | No log | 8.8444 | 398 | 0.8527 | 0.5773 | 0.8527 | 0.9234 |
251
- | No log | 8.8889 | 400 | 0.8597 | 0.5876 | 0.8597 | 0.9272 |
252
- | No log | 8.9333 | 402 | 0.8707 | 0.6214 | 0.8707 | 0.9331 |
253
- | No log | 8.9778 | 404 | 0.9452 | 0.5745 | 0.9452 | 0.9722 |
254
- | No log | 9.0222 | 406 | 0.9897 | 0.5474 | 0.9897 | 0.9948 |
255
- | No log | 9.0667 | 408 | 0.9386 | 0.6102 | 0.9386 | 0.9688 |
256
- | No log | 9.1111 | 410 | 0.8725 | 0.6140 | 0.8725 | 0.9341 |
257
- | No log | 9.1556 | 412 | 0.8321 | 0.5400 | 0.8321 | 0.9122 |
258
- | No log | 9.2 | 414 | 0.8189 | 0.5229 | 0.8189 | 0.9049 |
259
- | No log | 9.2444 | 416 | 0.8400 | 0.6032 | 0.8400 | 0.9165 |
260
- | No log | 9.2889 | 418 | 0.8912 | 0.6004 | 0.8912 | 0.9440 |
261
- | No log | 9.3333 | 420 | 0.9242 | 0.5951 | 0.9242 | 0.9614 |
262
- | No log | 9.3778 | 422 | 0.9373 | 0.5951 | 0.9373 | 0.9682 |
263
- | No log | 9.4222 | 424 | 0.9715 | 0.5690 | 0.9715 | 0.9857 |
264
- | No log | 9.4667 | 426 | 0.9130 | 0.6062 | 0.9130 | 0.9555 |
265
- | No log | 9.5111 | 428 | 0.8633 | 0.5947 | 0.8633 | 0.9291 |
266
- | No log | 9.5556 | 430 | 0.8364 | 0.5283 | 0.8364 | 0.9145 |
267
- | No log | 9.6 | 432 | 0.8204 | 0.5495 | 0.8204 | 0.9057 |
268
- | No log | 9.6444 | 434 | 0.8153 | 0.5547 | 0.8153 | 0.9030 |
269
- | No log | 9.6889 | 436 | 0.8178 | 0.5176 | 0.8178 | 0.9043 |
270
- | No log | 9.7333 | 438 | 0.8515 | 0.5185 | 0.8515 | 0.9228 |
271
- | No log | 9.7778 | 440 | 0.8607 | 0.5899 | 0.8607 | 0.9277 |
272
- | No log | 9.8222 | 442 | 0.8446 | 0.6079 | 0.8446 | 0.9190 |
273
- | No log | 9.8667 | 444 | 0.8075 | 0.5573 | 0.8075 | 0.8986 |
274
- | No log | 9.9111 | 446 | 0.8105 | 0.5487 | 0.8105 | 0.9003 |
275
- | No log | 9.9556 | 448 | 0.8026 | 0.4952 | 0.8026 | 0.8959 |
276
- | No log | 10.0 | 450 | 0.8288 | 0.4556 | 0.8288 | 0.9104 |
277
- | No log | 10.0444 | 452 | 0.8507 | 0.4556 | 0.8507 | 0.9223 |
278
- | No log | 10.0889 | 454 | 0.8190 | 0.4556 | 0.8190 | 0.9050 |
279
- | No log | 10.1333 | 456 | 0.7788 | 0.4508 | 0.7788 | 0.8825 |
280
- | No log | 10.1778 | 458 | 0.8201 | 0.5942 | 0.8201 | 0.9056 |
281
- | No log | 10.2222 | 460 | 0.8990 | 0.5696 | 0.8990 | 0.9481 |
282
- | No log | 10.2667 | 462 | 0.8587 | 0.5800 | 0.8587 | 0.9266 |
283
- | No log | 10.3111 | 464 | 0.7979 | 0.5261 | 0.7979 | 0.8933 |
284
- | No log | 10.3556 | 466 | 0.7817 | 0.4282 | 0.7817 | 0.8841 |
285
- | No log | 10.4 | 468 | 0.7747 | 0.4079 | 0.7747 | 0.8802 |
286
- | No log | 10.4444 | 470 | 0.7655 | 0.4879 | 0.7655 | 0.8749 |
287
- | No log | 10.4889 | 472 | 0.7862 | 0.5841 | 0.7862 | 0.8867 |
288
- | No log | 10.5333 | 474 | 0.8910 | 0.6081 | 0.8910 | 0.9439 |
289
- | No log | 10.5778 | 476 | 1.0925 | 0.5584 | 1.0925 | 1.0452 |
290
- | No log | 10.6222 | 478 | 1.1978 | 0.4828 | 1.1978 | 1.0944 |
291
- | No log | 10.6667 | 480 | 1.1601 | 0.4574 | 1.1601 | 1.0771 |
292
- | No log | 10.7111 | 482 | 1.0397 | 0.5144 | 1.0397 | 1.0197 |
293
- | No log | 10.7556 | 484 | 0.8832 | 0.6186 | 0.8832 | 0.9398 |
294
- | No log | 10.8 | 486 | 0.7774 | 0.5519 | 0.7774 | 0.8817 |
295
- | No log | 10.8444 | 488 | 0.7757 | 0.5094 | 0.7757 | 0.8807 |
296
- | No log | 10.8889 | 490 | 0.8692 | 0.4922 | 0.8692 | 0.9323 |
297
- | No log | 10.9333 | 492 | 0.9507 | 0.5109 | 0.9507 | 0.9751 |
298
- | No log | 10.9778 | 494 | 0.9184 | 0.5337 | 0.9184 | 0.9583 |
299
- | No log | 11.0222 | 496 | 0.8287 | 0.5217 | 0.8287 | 0.9103 |
300
- | No log | 11.0667 | 498 | 0.8354 | 0.5858 | 0.8354 | 0.9140 |
301
- | 0.2913 | 11.1111 | 500 | 0.9166 | 0.5842 | 0.9166 | 0.9574 |
302
- | 0.2913 | 11.1556 | 502 | 0.9494 | 0.6004 | 0.9494 | 0.9744 |
303
- | 0.2913 | 11.2 | 504 | 0.9190 | 0.6212 | 0.9190 | 0.9586 |
304
- | 0.2913 | 11.2444 | 506 | 0.8705 | 0.5962 | 0.8705 | 0.9330 |
305
- | 0.2913 | 11.2889 | 508 | 0.8142 | 0.6110 | 0.8142 | 0.9024 |
306
- | 0.2913 | 11.3333 | 510 | 0.7967 | 0.6278 | 0.7967 | 0.8926 |
307
- | 0.2913 | 11.3778 | 512 | 0.8149 | 0.6187 | 0.8149 | 0.9027 |
308
- | 0.2913 | 11.4222 | 514 | 0.8863 | 0.6112 | 0.8863 | 0.9414 |
309
- | 0.2913 | 11.4667 | 516 | 0.9416 | 0.5879 | 0.9416 | 0.9704 |
310
- | 0.2913 | 11.5111 | 518 | 0.9064 | 0.5905 | 0.9064 | 0.9520 |
311
- | 0.2913 | 11.5556 | 520 | 0.8440 | 0.6382 | 0.8440 | 0.9187 |
312
- | 0.2913 | 11.6 | 522 | 0.8273 | 0.6054 | 0.8273 | 0.9096 |
313
- | 0.2913 | 11.6444 | 524 | 0.8000 | 0.5791 | 0.8000 | 0.8944 |
314
- | 0.2913 | 11.6889 | 526 | 0.7905 | 0.5819 | 0.7905 | 0.8891 |
315
- | 0.2913 | 11.7333 | 528 | 0.7921 | 0.5763 | 0.7921 | 0.8900 |
316
- | 0.2913 | 11.7778 | 530 | 0.7635 | 0.5992 | 0.7635 | 0.8738 |
317
- | 0.2913 | 11.8222 | 532 | 0.7426 | 0.5233 | 0.7426 | 0.8617 |
318
- | 0.2913 | 11.8667 | 534 | 0.7390 | 0.5358 | 0.7390 | 0.8596 |
319
- | 0.2913 | 11.9111 | 536 | 0.7456 | 0.5648 | 0.7456 | 0.8635 |
320
- | 0.2913 | 11.9556 | 538 | 0.7467 | 0.5648 | 0.7467 | 0.8641 |
321
- | 0.2913 | 12.0 | 540 | 0.7587 | 0.5426 | 0.7587 | 0.8710 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
322
 
323
 
324
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k9_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k9_task2_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: 0.7544
19
+ - Qwk: 0.5455
20
+ - Mse: 0.7544
21
+ - Rmse: 0.8686
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0392 | 2 | 4.6273 | 0.0042 | 4.6273 | 2.1511 |
53
+ | No log | 0.0784 | 4 | 3.7214 | -0.0158 | 3.7214 | 1.9291 |
54
+ | No log | 0.1176 | 6 | 2.0054 | 0.0879 | 2.0054 | 1.4161 |
55
+ | No log | 0.1569 | 8 | 1.2379 | 0.1016 | 1.2379 | 1.1126 |
56
+ | No log | 0.1961 | 10 | 1.3718 | 0.0070 | 1.3718 | 1.1713 |
57
+ | No log | 0.2353 | 12 | 1.2778 | 0.1237 | 1.2778 | 1.1304 |
58
+ | No log | 0.2745 | 14 | 1.2455 | 0.0300 | 1.2455 | 1.1160 |
59
+ | No log | 0.3137 | 16 | 1.3428 | 0.0488 | 1.3428 | 1.1588 |
60
+ | No log | 0.3529 | 18 | 1.3256 | 0.0403 | 1.3256 | 1.1513 |
61
+ | No log | 0.3922 | 20 | 1.3227 | 0.0723 | 1.3227 | 1.1501 |
62
+ | No log | 0.4314 | 22 | 1.3402 | 0.0723 | 1.3402 | 1.1577 |
63
+ | No log | 0.4706 | 24 | 1.2904 | 0.0723 | 1.2904 | 1.1360 |
64
+ | No log | 0.5098 | 26 | 1.2133 | 0.1224 | 1.2133 | 1.1015 |
65
+ | No log | 0.5490 | 28 | 1.1425 | 0.2532 | 1.1425 | 1.0689 |
66
+ | No log | 0.5882 | 30 | 1.0704 | 0.2993 | 1.0704 | 1.0346 |
67
+ | No log | 0.6275 | 32 | 1.0549 | 0.2993 | 1.0549 | 1.0271 |
68
+ | No log | 0.6667 | 34 | 1.0927 | 0.2478 | 1.0927 | 1.0453 |
69
+ | No log | 0.7059 | 36 | 1.1908 | 0.1388 | 1.1908 | 1.0912 |
70
+ | No log | 0.7451 | 38 | 1.3249 | 0.0334 | 1.3249 | 1.1510 |
71
+ | No log | 0.7843 | 40 | 1.2848 | 0.1347 | 1.2848 | 1.1335 |
72
+ | No log | 0.8235 | 42 | 1.3085 | 0.1501 | 1.3085 | 1.1439 |
73
+ | No log | 0.8627 | 44 | 1.2691 | 0.2043 | 1.2691 | 1.1265 |
74
+ | No log | 0.9020 | 46 | 1.1930 | 0.2229 | 1.1930 | 1.0922 |
75
+ | No log | 0.9412 | 48 | 1.2641 | 0.1500 | 1.2641 | 1.1243 |
76
+ | No log | 0.9804 | 50 | 1.3553 | 0.2229 | 1.3553 | 1.1642 |
77
+ | No log | 1.0196 | 52 | 1.4122 | 0.1751 | 1.4122 | 1.1883 |
78
+ | No log | 1.0588 | 54 | 1.2523 | 0.1796 | 1.2523 | 1.1191 |
79
+ | No log | 1.0980 | 56 | 1.2192 | 0.2550 | 1.2192 | 1.1042 |
80
+ | No log | 1.1373 | 58 | 1.0369 | 0.3924 | 1.0369 | 1.0183 |
81
+ | No log | 1.1765 | 60 | 0.9830 | 0.4107 | 0.9830 | 0.9914 |
82
+ | No log | 1.2157 | 62 | 0.9671 | 0.4144 | 0.9671 | 0.9834 |
83
+ | No log | 1.2549 | 64 | 0.9620 | 0.4415 | 0.9620 | 0.9808 |
84
+ | No log | 1.2941 | 66 | 1.0521 | 0.4402 | 1.0521 | 1.0257 |
85
+ | No log | 1.3333 | 68 | 1.0824 | 0.3877 | 1.0824 | 1.0404 |
86
+ | No log | 1.3725 | 70 | 0.9260 | 0.5387 | 0.9260 | 0.9623 |
87
+ | No log | 1.4118 | 72 | 0.9103 | 0.5125 | 0.9103 | 0.9541 |
88
+ | No log | 1.4510 | 74 | 0.9245 | 0.5418 | 0.9245 | 0.9615 |
89
+ | No log | 1.4902 | 76 | 0.9071 | 0.5750 | 0.9071 | 0.9524 |
90
+ | No log | 1.5294 | 78 | 0.8963 | 0.5094 | 0.8963 | 0.9467 |
91
+ | No log | 1.5686 | 80 | 0.9113 | 0.5164 | 0.9113 | 0.9546 |
92
+ | No log | 1.6078 | 82 | 0.9576 | 0.4873 | 0.9576 | 0.9786 |
93
+ | No log | 1.6471 | 84 | 0.9700 | 0.5349 | 0.9700 | 0.9849 |
94
+ | No log | 1.6863 | 86 | 0.9291 | 0.5301 | 0.9291 | 0.9639 |
95
+ | No log | 1.7255 | 88 | 0.9332 | 0.5053 | 0.9332 | 0.9660 |
96
+ | No log | 1.7647 | 90 | 0.9086 | 0.5260 | 0.9086 | 0.9532 |
97
+ | No log | 1.8039 | 92 | 0.9240 | 0.4825 | 0.9240 | 0.9612 |
98
+ | No log | 1.8431 | 94 | 0.9175 | 0.4735 | 0.9175 | 0.9579 |
99
+ | No log | 1.8824 | 96 | 0.8516 | 0.5718 | 0.8516 | 0.9228 |
100
+ | No log | 1.9216 | 98 | 0.8591 | 0.5946 | 0.8591 | 0.9269 |
101
+ | No log | 1.9608 | 100 | 1.0957 | 0.4444 | 1.0957 | 1.0467 |
102
+ | No log | 2.0 | 102 | 1.1229 | 0.4674 | 1.1229 | 1.0597 |
103
+ | No log | 2.0392 | 104 | 1.0226 | 0.5348 | 1.0226 | 1.0112 |
104
+ | No log | 2.0784 | 106 | 1.1766 | 0.5491 | 1.1766 | 1.0847 |
105
+ | No log | 2.1176 | 108 | 1.4736 | 0.4411 | 1.4736 | 1.2139 |
106
+ | No log | 2.1569 | 110 | 1.3788 | 0.5244 | 1.3788 | 1.1742 |
107
+ | No log | 2.1961 | 112 | 0.9772 | 0.4706 | 0.9772 | 0.9885 |
108
+ | No log | 2.2353 | 114 | 0.8534 | 0.4699 | 0.8534 | 0.9238 |
109
+ | No log | 2.2745 | 116 | 0.8320 | 0.5395 | 0.8320 | 0.9121 |
110
+ | No log | 2.3137 | 118 | 0.9489 | 0.4826 | 0.9489 | 0.9741 |
111
+ | No log | 2.3529 | 120 | 0.9019 | 0.4534 | 0.9019 | 0.9497 |
112
+ | No log | 2.3922 | 122 | 0.9004 | 0.5091 | 0.9004 | 0.9489 |
113
+ | No log | 2.4314 | 124 | 0.8197 | 0.5824 | 0.8197 | 0.9054 |
114
+ | No log | 2.4706 | 126 | 0.8419 | 0.6074 | 0.8419 | 0.9176 |
115
+ | No log | 2.5098 | 128 | 0.9231 | 0.5211 | 0.9231 | 0.9608 |
116
+ | No log | 2.5490 | 130 | 0.8862 | 0.5989 | 0.8862 | 0.9414 |
117
+ | No log | 2.5882 | 132 | 0.8615 | 0.5735 | 0.8615 | 0.9282 |
118
+ | No log | 2.6275 | 134 | 1.0102 | 0.4871 | 1.0102 | 1.0051 |
119
+ | No log | 2.6667 | 136 | 1.4670 | 0.4516 | 1.4670 | 1.2112 |
120
+ | No log | 2.7059 | 138 | 1.5382 | 0.4741 | 1.5382 | 1.2403 |
121
+ | No log | 2.7451 | 140 | 1.1321 | 0.5039 | 1.1321 | 1.0640 |
122
+ | No log | 2.7843 | 142 | 0.8088 | 0.5573 | 0.8088 | 0.8994 |
123
+ | No log | 2.8235 | 144 | 0.8087 | 0.6094 | 0.8087 | 0.8993 |
124
+ | No log | 2.8627 | 146 | 0.7915 | 0.5777 | 0.7915 | 0.8897 |
125
+ | No log | 2.9020 | 148 | 0.7739 | 0.5821 | 0.7739 | 0.8797 |
126
+ | No log | 2.9412 | 150 | 0.8451 | 0.5352 | 0.8451 | 0.9193 |
127
+ | No log | 2.9804 | 152 | 0.8602 | 0.5028 | 0.8602 | 0.9275 |
128
+ | No log | 3.0196 | 154 | 0.7779 | 0.4559 | 0.7779 | 0.8820 |
129
+ | No log | 3.0588 | 156 | 0.7533 | 0.5777 | 0.7533 | 0.8679 |
130
+ | No log | 3.0980 | 158 | 0.8030 | 0.5784 | 0.8030 | 0.8961 |
131
+ | No log | 3.1373 | 160 | 0.7796 | 0.6284 | 0.7796 | 0.8829 |
132
+ | No log | 3.1765 | 162 | 0.7555 | 0.6612 | 0.7555 | 0.8692 |
133
+ | No log | 3.2157 | 164 | 0.7897 | 0.5819 | 0.7897 | 0.8887 |
134
+ | No log | 3.2549 | 166 | 0.8167 | 0.5562 | 0.8167 | 0.9037 |
135
+ | No log | 3.2941 | 168 | 0.9486 | 0.5458 | 0.9486 | 0.9740 |
136
+ | No log | 3.3333 | 170 | 0.9781 | 0.5433 | 0.9781 | 0.9890 |
137
+ | No log | 3.3725 | 172 | 0.8944 | 0.4717 | 0.8944 | 0.9457 |
138
+ | No log | 3.4118 | 174 | 0.8521 | 0.5109 | 0.8521 | 0.9231 |
139
+ | No log | 3.4510 | 176 | 0.8031 | 0.6044 | 0.8031 | 0.8962 |
140
+ | No log | 3.4902 | 178 | 0.8115 | 0.5695 | 0.8115 | 0.9008 |
141
+ | No log | 3.5294 | 180 | 0.8152 | 0.5793 | 0.8152 | 0.9029 |
142
+ | No log | 3.5686 | 182 | 0.9446 | 0.4419 | 0.9446 | 0.9719 |
143
+ | No log | 3.6078 | 184 | 1.0875 | 0.4700 | 1.0875 | 1.0428 |
144
+ | No log | 3.6471 | 186 | 1.0663 | 0.4505 | 1.0663 | 1.0326 |
145
+ | No log | 3.6863 | 188 | 0.9638 | 0.4790 | 0.9638 | 0.9817 |
146
+ | No log | 3.7255 | 190 | 0.9022 | 0.4527 | 0.9022 | 0.9498 |
147
+ | No log | 3.7647 | 192 | 0.9088 | 0.4527 | 0.9088 | 0.9533 |
148
+ | No log | 3.8039 | 194 | 0.9902 | 0.5056 | 0.9902 | 0.9951 |
149
+ | No log | 3.8431 | 196 | 1.0924 | 0.4783 | 1.0924 | 1.0452 |
150
+ | No log | 3.8824 | 198 | 1.0447 | 0.4966 | 1.0447 | 1.0221 |
151
+ | No log | 3.9216 | 200 | 0.8435 | 0.5495 | 0.8435 | 0.9184 |
152
+ | No log | 3.9608 | 202 | 0.7559 | 0.6129 | 0.7559 | 0.8694 |
153
+ | No log | 4.0 | 204 | 0.7766 | 0.6284 | 0.7766 | 0.8812 |
154
+ | No log | 4.0392 | 206 | 0.7636 | 0.6591 | 0.7636 | 0.8739 |
155
+ | No log | 4.0784 | 208 | 0.8514 | 0.6019 | 0.8514 | 0.9227 |
156
+ | No log | 4.1176 | 210 | 1.0622 | 0.5372 | 1.0622 | 1.0306 |
157
+ | No log | 4.1569 | 212 | 1.0835 | 0.5026 | 1.0835 | 1.0409 |
158
+ | No log | 4.1961 | 214 | 0.9217 | 0.5743 | 0.9217 | 0.9600 |
159
+ | No log | 4.2353 | 216 | 0.7879 | 0.6178 | 0.7879 | 0.8877 |
160
+ | No log | 4.2745 | 218 | 0.7393 | 0.6524 | 0.7393 | 0.8598 |
161
+ | No log | 4.3137 | 220 | 0.7416 | 0.6414 | 0.7416 | 0.8612 |
162
+ | No log | 4.3529 | 222 | 0.7818 | 0.6222 | 0.7818 | 0.8842 |
163
+ | No log | 4.3922 | 224 | 0.9269 | 0.5384 | 0.9269 | 0.9627 |
164
+ | No log | 4.4314 | 226 | 0.9718 | 0.5367 | 0.9718 | 0.9858 |
165
+ | No log | 4.4706 | 228 | 0.8707 | 0.5362 | 0.8707 | 0.9331 |
166
+ | No log | 4.5098 | 230 | 0.7799 | 0.5718 | 0.7799 | 0.8831 |
167
+ | No log | 4.5490 | 232 | 0.7759 | 0.5743 | 0.7759 | 0.8809 |
168
+ | No log | 4.5882 | 234 | 0.7847 | 0.6324 | 0.7847 | 0.8858 |
169
+ | No log | 4.6275 | 236 | 0.8718 | 0.5537 | 0.8718 | 0.9337 |
170
+ | No log | 4.6667 | 238 | 1.1229 | 0.5294 | 1.1229 | 1.0597 |
171
+ | No log | 4.7059 | 240 | 1.2429 | 0.5154 | 1.2429 | 1.1149 |
172
+ | No log | 4.7451 | 242 | 1.1677 | 0.5167 | 1.1677 | 1.0806 |
173
+ | No log | 4.7843 | 244 | 0.9936 | 0.5516 | 0.9936 | 0.9968 |
174
+ | No log | 4.8235 | 246 | 0.8912 | 0.5877 | 0.8912 | 0.9440 |
175
+ | No log | 4.8627 | 248 | 0.8132 | 0.6159 | 0.8132 | 0.9018 |
176
+ | No log | 4.9020 | 250 | 0.7950 | 0.6198 | 0.7950 | 0.8917 |
177
+ | No log | 4.9412 | 252 | 0.8030 | 0.5889 | 0.8030 | 0.8961 |
178
+ | No log | 4.9804 | 254 | 0.7836 | 0.5958 | 0.7836 | 0.8852 |
179
+ | No log | 5.0196 | 256 | 0.8534 | 0.5844 | 0.8534 | 0.9238 |
180
+ | No log | 5.0588 | 258 | 1.0169 | 0.4523 | 1.0169 | 1.0084 |
181
+ | No log | 5.0980 | 260 | 1.2062 | 0.4813 | 1.2062 | 1.0983 |
182
+ | No log | 5.1373 | 262 | 1.2246 | 0.4969 | 1.2246 | 1.1066 |
183
+ | No log | 5.1765 | 264 | 1.1389 | 0.4851 | 1.1389 | 1.0672 |
184
+ | No log | 5.2157 | 266 | 1.0203 | 0.5246 | 1.0203 | 1.0101 |
185
+ | No log | 5.2549 | 268 | 0.8907 | 0.5249 | 0.8907 | 0.9438 |
186
+ | No log | 5.2941 | 270 | 0.8482 | 0.5375 | 0.8482 | 0.9210 |
187
+ | No log | 5.3333 | 272 | 0.8653 | 0.6213 | 0.8653 | 0.9302 |
188
+ | No log | 5.3725 | 274 | 0.9627 | 0.5743 | 0.9627 | 0.9812 |
189
+ | No log | 5.4118 | 276 | 1.1062 | 0.5509 | 1.1062 | 1.0517 |
190
+ | No log | 5.4510 | 278 | 1.2196 | 0.5206 | 1.2196 | 1.1044 |
191
+ | No log | 5.4902 | 280 | 1.1244 | 0.5164 | 1.1244 | 1.0604 |
192
+ | No log | 5.5294 | 282 | 0.9121 | 0.5270 | 0.9121 | 0.9550 |
193
+ | No log | 5.5686 | 284 | 0.8543 | 0.4790 | 0.8543 | 0.9243 |
194
+ | No log | 5.6078 | 286 | 0.9085 | 0.4921 | 0.9085 | 0.9532 |
195
+ | No log | 5.6471 | 288 | 1.0555 | 0.5504 | 1.0555 | 1.0274 |
196
+ | No log | 5.6863 | 290 | 1.1008 | 0.5296 | 1.1008 | 1.0492 |
197
+ | No log | 5.7255 | 292 | 1.1235 | 0.5264 | 1.1235 | 1.0600 |
198
+ | No log | 5.7647 | 294 | 1.0059 | 0.5245 | 1.0059 | 1.0029 |
199
+ | No log | 5.8039 | 296 | 0.8694 | 0.5757 | 0.8694 | 0.9324 |
200
+ | No log | 5.8431 | 298 | 0.7980 | 0.5982 | 0.7980 | 0.8933 |
201
+ | No log | 5.8824 | 300 | 0.7748 | 0.6557 | 0.7748 | 0.8803 |
202
+ | No log | 5.9216 | 302 | 0.7762 | 0.6816 | 0.7762 | 0.8810 |
203
+ | No log | 5.9608 | 304 | 0.7984 | 0.6073 | 0.7984 | 0.8935 |
204
+ | No log | 6.0 | 306 | 0.8756 | 0.5594 | 0.8756 | 0.9357 |
205
+ | No log | 6.0392 | 308 | 0.9967 | 0.5335 | 0.9967 | 0.9984 |
206
+ | No log | 6.0784 | 310 | 1.0017 | 0.5346 | 1.0017 | 1.0008 |
207
+ | No log | 6.1176 | 312 | 0.8679 | 0.5170 | 0.8679 | 0.9316 |
208
+ | No log | 6.1569 | 314 | 0.8162 | 0.5201 | 0.8162 | 0.9034 |
209
+ | No log | 6.1961 | 316 | 0.8270 | 0.5201 | 0.8270 | 0.9094 |
210
+ | No log | 6.2353 | 318 | 0.8053 | 0.4846 | 0.8053 | 0.8974 |
211
+ | No log | 6.2745 | 320 | 0.7824 | 0.4794 | 0.7824 | 0.8845 |
212
+ | No log | 6.3137 | 322 | 0.7853 | 0.5168 | 0.7853 | 0.8862 |
213
+ | No log | 6.3529 | 324 | 0.7902 | 0.5601 | 0.7902 | 0.8890 |
214
+ | No log | 6.3922 | 326 | 0.7747 | 0.5523 | 0.7747 | 0.8802 |
215
+ | No log | 6.4314 | 328 | 0.7720 | 0.5548 | 0.7720 | 0.8786 |
216
+ | No log | 6.4706 | 330 | 0.7711 | 0.5961 | 0.7711 | 0.8781 |
217
+ | No log | 6.5098 | 332 | 0.7731 | 0.5621 | 0.7731 | 0.8793 |
218
+ | No log | 6.5490 | 334 | 0.8483 | 0.4842 | 0.8483 | 0.9210 |
219
+ | No log | 6.5882 | 336 | 0.9628 | 0.5398 | 0.9628 | 0.9812 |
220
+ | No log | 6.6275 | 338 | 0.9592 | 0.5052 | 0.9592 | 0.9794 |
221
+ | No log | 6.6667 | 340 | 0.9983 | 0.4733 | 0.9983 | 0.9991 |
222
+ | No log | 6.7059 | 342 | 0.9913 | 0.4436 | 0.9913 | 0.9956 |
223
+ | No log | 6.7451 | 344 | 0.9334 | 0.4479 | 0.9334 | 0.9661 |
224
+ | No log | 6.7843 | 346 | 0.8926 | 0.4400 | 0.8926 | 0.9448 |
225
+ | No log | 6.8235 | 348 | 0.8496 | 0.4673 | 0.8496 | 0.9217 |
226
+ | No log | 6.8627 | 350 | 0.7975 | 0.5177 | 0.7975 | 0.8930 |
227
+ | No log | 6.9020 | 352 | 0.8264 | 0.5332 | 0.8264 | 0.9091 |
228
+ | No log | 6.9412 | 354 | 0.8413 | 0.5709 | 0.8413 | 0.9172 |
229
+ | No log | 6.9804 | 356 | 0.8258 | 0.5709 | 0.8258 | 0.9087 |
230
+ | No log | 7.0196 | 358 | 0.8788 | 0.6 | 0.8788 | 0.9374 |
231
+ | No log | 7.0588 | 360 | 0.8834 | 0.6139 | 0.8834 | 0.9399 |
232
+ | No log | 7.0980 | 362 | 0.7964 | 0.6178 | 0.7964 | 0.8924 |
233
+ | No log | 7.1373 | 364 | 0.7500 | 0.5833 | 0.7500 | 0.8660 |
234
+ | No log | 7.1765 | 366 | 0.7678 | 0.6388 | 0.7678 | 0.8762 |
235
+ | No log | 7.2157 | 368 | 0.7642 | 0.6128 | 0.7642 | 0.8742 |
236
+ | No log | 7.2549 | 370 | 0.7892 | 0.5949 | 0.7892 | 0.8883 |
237
+ | No log | 7.2941 | 372 | 0.9632 | 0.5765 | 0.9632 | 0.9814 |
238
+ | No log | 7.3333 | 374 | 1.1287 | 0.5271 | 1.1287 | 1.0624 |
239
+ | No log | 7.3725 | 376 | 1.0714 | 0.5363 | 1.0714 | 1.0351 |
240
+ | No log | 7.4118 | 378 | 0.9238 | 0.5276 | 0.9238 | 0.9611 |
241
+ | No log | 7.4510 | 380 | 0.8365 | 0.5515 | 0.8365 | 0.9146 |
242
+ | No log | 7.4902 | 382 | 0.8457 | 0.5149 | 0.8457 | 0.9196 |
243
+ | No log | 7.5294 | 384 | 0.9361 | 0.5626 | 0.9361 | 0.9675 |
244
+ | No log | 7.5686 | 386 | 1.1156 | 0.5617 | 1.1156 | 1.0562 |
245
+ | No log | 7.6078 | 388 | 1.2095 | 0.5862 | 1.2095 | 1.0998 |
246
+ | No log | 7.6471 | 390 | 1.1635 | 0.5862 | 1.1635 | 1.0787 |
247
+ | No log | 7.6863 | 392 | 1.0264 | 0.5978 | 1.0264 | 1.0131 |
248
+ | No log | 7.7255 | 394 | 0.9012 | 0.5864 | 0.9012 | 0.9493 |
249
+ | No log | 7.7647 | 396 | 0.8866 | 0.5458 | 0.8866 | 0.9416 |
250
+ | No log | 7.8039 | 398 | 0.9110 | 0.4951 | 0.9110 | 0.9545 |
251
+ | No log | 7.8431 | 400 | 0.9342 | 0.5436 | 0.9342 | 0.9666 |
252
+ | No log | 7.8824 | 402 | 0.9201 | 0.5931 | 0.9201 | 0.9592 |
253
+ | No log | 7.9216 | 404 | 0.8467 | 0.5985 | 0.8467 | 0.9202 |
254
+ | No log | 7.9608 | 406 | 0.7841 | 0.5922 | 0.7841 | 0.8855 |
255
+ | No log | 8.0 | 408 | 0.7872 | 0.5790 | 0.7872 | 0.8872 |
256
+ | No log | 8.0392 | 410 | 0.7940 | 0.5790 | 0.7940 | 0.8911 |
257
+ | No log | 8.0784 | 412 | 0.8007 | 0.5790 | 0.8007 | 0.8948 |
258
+ | No log | 8.1176 | 414 | 0.8269 | 0.6001 | 0.8269 | 0.9093 |
259
+ | No log | 8.1569 | 416 | 0.7830 | 0.5844 | 0.7830 | 0.8849 |
260
+ | No log | 8.1961 | 418 | 0.7706 | 0.6313 | 0.7706 | 0.8778 |
261
+ | No log | 8.2353 | 420 | 0.7689 | 0.5993 | 0.7689 | 0.8769 |
262
+ | No log | 8.2745 | 422 | 0.7723 | 0.6461 | 0.7723 | 0.8788 |
263
+ | No log | 8.3137 | 424 | 0.7986 | 0.5942 | 0.7986 | 0.8937 |
264
+ | No log | 8.3529 | 426 | 0.7844 | 0.6179 | 0.7844 | 0.8856 |
265
+ | No log | 8.3922 | 428 | 0.7748 | 0.5993 | 0.7748 | 0.8803 |
266
+ | No log | 8.4314 | 430 | 0.7717 | 0.5719 | 0.7717 | 0.8784 |
267
+ | No log | 8.4706 | 432 | 0.7600 | 0.5885 | 0.7600 | 0.8718 |
268
+ | No log | 8.5098 | 434 | 0.7997 | 0.5671 | 0.7997 | 0.8943 |
269
+ | No log | 8.5490 | 436 | 0.8416 | 0.5478 | 0.8416 | 0.9174 |
270
+ | No log | 8.5882 | 438 | 0.8665 | 0.5691 | 0.8665 | 0.9308 |
271
+ | No log | 8.6275 | 440 | 0.8329 | 0.5536 | 0.8329 | 0.9127 |
272
+ | No log | 8.6667 | 442 | 0.8335 | 0.5636 | 0.8335 | 0.9130 |
273
+ | No log | 8.7059 | 444 | 0.8287 | 0.5736 | 0.8287 | 0.9104 |
274
+ | No log | 8.7451 | 446 | 0.8856 | 0.5572 | 0.8856 | 0.9410 |
275
+ | No log | 8.7843 | 448 | 0.9924 | 0.5414 | 0.9924 | 0.9962 |
276
+ | No log | 8.8235 | 450 | 1.0408 | 0.5260 | 1.0408 | 1.0202 |
277
+ | No log | 8.8627 | 452 | 0.9752 | 0.5358 | 0.9752 | 0.9875 |
278
+ | No log | 8.9020 | 454 | 0.8405 | 0.4868 | 0.8405 | 0.9168 |
279
+ | No log | 8.9412 | 456 | 0.7845 | 0.5635 | 0.7845 | 0.8857 |
280
+ | No log | 8.9804 | 458 | 0.7784 | 0.5695 | 0.7784 | 0.8822 |
281
+ | No log | 9.0196 | 460 | 0.8117 | 0.5155 | 0.8117 | 0.9009 |
282
+ | No log | 9.0588 | 462 | 0.8818 | 0.5515 | 0.8818 | 0.9390 |
283
+ | No log | 9.0980 | 464 | 0.8346 | 0.5601 | 0.8346 | 0.9136 |
284
+ | No log | 9.1373 | 466 | 0.7776 | 0.6098 | 0.7776 | 0.8818 |
285
+ | No log | 9.1765 | 468 | 0.7702 | 0.6237 | 0.7702 | 0.8776 |
286
+ | No log | 9.2157 | 470 | 0.7708 | 0.6237 | 0.7708 | 0.8779 |
287
+ | No log | 9.2549 | 472 | 0.8094 | 0.5704 | 0.8094 | 0.8997 |
288
+ | No log | 9.2941 | 474 | 0.8871 | 0.5050 | 0.8871 | 0.9419 |
289
+ | No log | 9.3333 | 476 | 0.9262 | 0.5232 | 0.9262 | 0.9624 |
290
+ | No log | 9.3725 | 478 | 0.8666 | 0.5420 | 0.8666 | 0.9309 |
291
+ | No log | 9.4118 | 480 | 0.8133 | 0.5827 | 0.8133 | 0.9018 |
292
+ | No log | 9.4510 | 482 | 0.8051 | 0.5451 | 0.8051 | 0.8973 |
293
+ | No log | 9.4902 | 484 | 0.8353 | 0.5621 | 0.8353 | 0.9139 |
294
+ | No log | 9.5294 | 486 | 0.8750 | 0.5589 | 0.8750 | 0.9354 |
295
+ | No log | 9.5686 | 488 | 0.9348 | 0.5872 | 0.9348 | 0.9668 |
296
+ | No log | 9.6078 | 490 | 1.0278 | 0.5625 | 1.0278 | 1.0138 |
297
+ | No log | 9.6471 | 492 | 1.0859 | 0.5351 | 1.0859 | 1.0420 |
298
+ | No log | 9.6863 | 494 | 1.0584 | 0.5025 | 1.0584 | 1.0288 |
299
+ | No log | 9.7255 | 496 | 0.9856 | 0.4372 | 0.9856 | 0.9928 |
300
+ | No log | 9.7647 | 498 | 0.9620 | 0.4607 | 0.9620 | 0.9808 |
301
+ | 0.3453 | 9.8039 | 500 | 0.9764 | 0.4583 | 0.9764 | 0.9881 |
302
+ | 0.3453 | 9.8431 | 502 | 1.0435 | 0.3982 | 1.0435 | 1.0215 |
303
+ | 0.3453 | 9.8824 | 504 | 1.0632 | 0.3863 | 1.0632 | 1.0311 |
304
+ | 0.3453 | 9.9216 | 506 | 0.9970 | 0.4304 | 0.9970 | 0.9985 |
305
+ | 0.3453 | 9.9608 | 508 | 0.9121 | 0.4479 | 0.9121 | 0.9550 |
306
+ | 0.3453 | 10.0 | 510 | 0.8738 | 0.5094 | 0.8738 | 0.9348 |
307
+ | 0.3453 | 10.0392 | 512 | 0.8266 | 0.5287 | 0.8266 | 0.9092 |
308
+ | 0.3453 | 10.0784 | 514 | 0.7808 | 0.5548 | 0.7808 | 0.8836 |
309
+ | 0.3453 | 10.1176 | 516 | 0.7634 | 0.5596 | 0.7634 | 0.8737 |
310
+ | 0.3453 | 10.1569 | 518 | 0.7610 | 0.5386 | 0.7610 | 0.8724 |
311
+ | 0.3453 | 10.1961 | 520 | 0.7999 | 0.4774 | 0.7999 | 0.8944 |
312
+ | 0.3453 | 10.2353 | 522 | 0.8540 | 0.4833 | 0.8540 | 0.9241 |
313
+ | 0.3453 | 10.2745 | 524 | 0.8961 | 0.4771 | 0.8961 | 0.9466 |
314
+ | 0.3453 | 10.3137 | 526 | 0.8749 | 0.4501 | 0.8749 | 0.9354 |
315
+ | 0.3453 | 10.3529 | 528 | 0.8327 | 0.4775 | 0.8327 | 0.9125 |
316
+ | 0.3453 | 10.3922 | 530 | 0.8204 | 0.5042 | 0.8204 | 0.9057 |
317
+ | 0.3453 | 10.4314 | 532 | 0.7997 | 0.5269 | 0.7997 | 0.8942 |
318
+ | 0.3453 | 10.4706 | 534 | 0.7552 | 0.6119 | 0.7552 | 0.8690 |
319
+ | 0.3453 | 10.5098 | 536 | 0.7356 | 0.6348 | 0.7356 | 0.8577 |
320
+ | 0.3453 | 10.5490 | 538 | 0.7328 | 0.6348 | 0.7328 | 0.8561 |
321
+ | 0.3453 | 10.5882 | 540 | 0.7453 | 0.5937 | 0.7453 | 0.8633 |
322
+ | 0.3453 | 10.6275 | 542 | 0.8345 | 0.5557 | 0.8345 | 0.9135 |
323
+ | 0.3453 | 10.6667 | 544 | 0.9253 | 0.4846 | 0.9253 | 0.9620 |
324
+ | 0.3453 | 10.7059 | 546 | 0.9436 | 0.4645 | 0.9436 | 0.9714 |
325
+ | 0.3453 | 10.7451 | 548 | 0.9708 | 0.4898 | 0.9708 | 0.9853 |
326
+ | 0.3453 | 10.7843 | 550 | 0.9742 | 0.4724 | 0.9742 | 0.9870 |
327
+ | 0.3453 | 10.8235 | 552 | 0.9476 | 0.5233 | 0.9476 | 0.9734 |
328
+ | 0.3453 | 10.8627 | 554 | 0.9065 | 0.5250 | 0.9065 | 0.9521 |
329
+ | 0.3453 | 10.9020 | 556 | 0.9127 | 0.5250 | 0.9127 | 0.9554 |
330
+ | 0.3453 | 10.9412 | 558 | 0.9496 | 0.4841 | 0.9496 | 0.9745 |
331
+ | 0.3453 | 10.9804 | 560 | 1.0208 | 0.5002 | 1.0208 | 1.0104 |
332
+ | 0.3453 | 11.0196 | 562 | 1.0931 | 0.5015 | 1.0931 | 1.0455 |
333
+ | 0.3453 | 11.0588 | 564 | 1.0155 | 0.5306 | 1.0155 | 1.0077 |
334
+ | 0.3453 | 11.0980 | 566 | 0.8798 | 0.5315 | 0.8798 | 0.9380 |
335
+ | 0.3453 | 11.1373 | 568 | 0.8234 | 0.5218 | 0.8234 | 0.9074 |
336
+ | 0.3453 | 11.1765 | 570 | 0.8145 | 0.54 | 0.8145 | 0.9025 |
337
+ | 0.3453 | 11.2157 | 572 | 0.8259 | 0.5160 | 0.8259 | 0.9088 |
338
+ | 0.3453 | 11.2549 | 574 | 0.8196 | 0.5266 | 0.8196 | 0.9053 |
339
+ | 0.3453 | 11.2941 | 576 | 0.8415 | 0.5232 | 0.8415 | 0.9173 |
340
+ | 0.3453 | 11.3333 | 578 | 0.8606 | 0.5216 | 0.8606 | 0.9277 |
341
+ | 0.3453 | 11.3725 | 580 | 0.8818 | 0.5495 | 0.8818 | 0.9391 |
342
+ | 0.3453 | 11.4118 | 582 | 0.8719 | 0.5263 | 0.8719 | 0.9337 |
343
+ | 0.3453 | 11.4510 | 584 | 0.8466 | 0.5682 | 0.8466 | 0.9201 |
344
+ | 0.3453 | 11.4902 | 586 | 0.8256 | 0.5887 | 0.8256 | 0.9086 |
345
+ | 0.3453 | 11.5294 | 588 | 0.8027 | 0.6120 | 0.8027 | 0.8959 |
346
+ | 0.3453 | 11.5686 | 590 | 0.8071 | 0.5914 | 0.8071 | 0.8984 |
347
+ | 0.3453 | 11.6078 | 592 | 0.8244 | 0.5125 | 0.8244 | 0.9080 |
348
+ | 0.3453 | 11.6471 | 594 | 0.8441 | 0.5028 | 0.8441 | 0.9187 |
349
+ | 0.3453 | 11.6863 | 596 | 0.8965 | 0.5322 | 0.8965 | 0.9468 |
350
+ | 0.3453 | 11.7255 | 598 | 0.8832 | 0.5322 | 0.8832 | 0.9398 |
351
+ | 0.3453 | 11.7647 | 600 | 0.8790 | 0.5241 | 0.8790 | 0.9375 |
352
+ | 0.3453 | 11.8039 | 602 | 0.8776 | 0.5328 | 0.8776 | 0.9368 |
353
+ | 0.3453 | 11.8431 | 604 | 0.8408 | 0.5431 | 0.8408 | 0.9170 |
354
+ | 0.3453 | 11.8824 | 606 | 0.7827 | 0.6481 | 0.7827 | 0.8847 |
355
+ | 0.3453 | 11.9216 | 608 | 0.7630 | 0.6605 | 0.7630 | 0.8735 |
356
+ | 0.3453 | 11.9608 | 610 | 0.7762 | 0.6681 | 0.7762 | 0.8810 |
357
+ | 0.3453 | 12.0 | 612 | 0.7904 | 0.6681 | 0.7904 | 0.8891 |
358
+ | 0.3453 | 12.0392 | 614 | 0.8046 | 0.6438 | 0.8046 | 0.8970 |
359
+ | 0.3453 | 12.0784 | 616 | 0.8283 | 0.5846 | 0.8283 | 0.9101 |
360
+ | 0.3453 | 12.1176 | 618 | 0.8560 | 0.5614 | 0.8560 | 0.9252 |
361
+ | 0.3453 | 12.1569 | 620 | 0.9130 | 0.5014 | 0.9130 | 0.9555 |
362
+ | 0.3453 | 12.1961 | 622 | 0.9450 | 0.4866 | 0.9450 | 0.9721 |
363
+ | 0.3453 | 12.2353 | 624 | 0.9133 | 0.4830 | 0.9133 | 0.9557 |
364
+ | 0.3453 | 12.2745 | 626 | 0.8853 | 0.4444 | 0.8853 | 0.9409 |
365
+ | 0.3453 | 12.3137 | 628 | 0.8415 | 0.5294 | 0.8415 | 0.9173 |
366
+ | 0.3453 | 12.3529 | 630 | 0.8028 | 0.5227 | 0.8028 | 0.8960 |
367
+ | 0.3453 | 12.3922 | 632 | 0.8058 | 0.5135 | 0.8058 | 0.8976 |
368
+ | 0.3453 | 12.4314 | 634 | 0.8572 | 0.4975 | 0.8572 | 0.9259 |
369
+ | 0.3453 | 12.4706 | 636 | 0.9629 | 0.5260 | 0.9629 | 0.9813 |
370
+ | 0.3453 | 12.5098 | 638 | 0.9730 | 0.5026 | 0.9730 | 0.9864 |
371
+ | 0.3453 | 12.5490 | 640 | 0.9065 | 0.5224 | 0.9065 | 0.9521 |
372
+ | 0.3453 | 12.5882 | 642 | 0.8490 | 0.5414 | 0.8490 | 0.9214 |
373
+ | 0.3453 | 12.6275 | 644 | 0.8192 | 0.5026 | 0.8192 | 0.9051 |
374
+ | 0.3453 | 12.6667 | 646 | 0.8322 | 0.5028 | 0.8322 | 0.9122 |
375
+ | 0.3453 | 12.7059 | 648 | 0.8474 | 0.5028 | 0.8474 | 0.9205 |
376
+ | 0.3453 | 12.7451 | 650 | 0.8960 | 0.4552 | 0.8960 | 0.9466 |
377
+ | 0.3453 | 12.7843 | 652 | 0.9784 | 0.4414 | 0.9784 | 0.9892 |
378
+ | 0.3453 | 12.8235 | 654 | 0.9915 | 0.4784 | 0.9915 | 0.9958 |
379
+ | 0.3453 | 12.8627 | 656 | 0.9167 | 0.5052 | 0.9167 | 0.9574 |
380
+ | 0.3453 | 12.9020 | 658 | 0.8814 | 0.5240 | 0.8814 | 0.9388 |
381
+ | 0.3453 | 12.9412 | 660 | 0.8685 | 0.5240 | 0.8685 | 0.9320 |
382
+ | 0.3453 | 12.9804 | 662 | 0.8243 | 0.5614 | 0.8243 | 0.9079 |
383
+ | 0.3453 | 13.0196 | 664 | 0.7992 | 0.5458 | 0.7992 | 0.8940 |
384
+ | 0.3453 | 13.0588 | 666 | 0.7775 | 0.5708 | 0.7775 | 0.8818 |
385
+ | 0.3453 | 13.0980 | 668 | 0.7608 | 0.5562 | 0.7608 | 0.8722 |
386
+ | 0.3453 | 13.1373 | 670 | 0.7640 | 0.5562 | 0.7640 | 0.8741 |
387
+ | 0.3453 | 13.1765 | 672 | 0.7682 | 0.5185 | 0.7682 | 0.8765 |
388
+ | 0.3453 | 13.2157 | 674 | 0.7475 | 0.5411 | 0.7475 | 0.8646 |
389
+ | 0.3453 | 13.2549 | 676 | 0.7622 | 0.5731 | 0.7622 | 0.8730 |
390
+ | 0.3453 | 13.2941 | 678 | 0.8187 | 0.5390 | 0.8187 | 0.9048 |
391
+ | 0.3453 | 13.3333 | 680 | 0.9012 | 0.5145 | 0.9012 | 0.9493 |
392
+ | 0.3453 | 13.3725 | 682 | 0.9713 | 0.5347 | 0.9713 | 0.9855 |
393
+ | 0.3453 | 13.4118 | 684 | 0.9633 | 0.5347 | 0.9633 | 0.9815 |
394
+ | 0.3453 | 13.4510 | 686 | 1.0276 | 0.5230 | 1.0276 | 1.0137 |
395
+ | 0.3453 | 13.4902 | 688 | 1.0332 | 0.5230 | 1.0332 | 1.0164 |
396
+ | 0.3453 | 13.5294 | 690 | 0.9520 | 0.5347 | 0.9520 | 0.9757 |
397
+ | 0.3453 | 13.5686 | 692 | 0.8507 | 0.5614 | 0.8507 | 0.9224 |
398
+ | 0.3453 | 13.6078 | 694 | 0.8102 | 0.5682 | 0.8102 | 0.9001 |
399
+ | 0.3453 | 13.6471 | 696 | 0.7829 | 0.6020 | 0.7829 | 0.8848 |
400
+ | 0.3453 | 13.6863 | 698 | 0.7564 | 0.5988 | 0.7564 | 0.8697 |
401
+ | 0.3453 | 13.7255 | 700 | 0.7333 | 0.5880 | 0.7333 | 0.8563 |
402
+ | 0.3453 | 13.7647 | 702 | 0.7385 | 0.6159 | 0.7385 | 0.8594 |
403
+ | 0.3453 | 13.8039 | 704 | 0.7568 | 0.6324 | 0.7568 | 0.8699 |
404
+ | 0.3453 | 13.8431 | 706 | 0.7812 | 0.6430 | 0.7812 | 0.8838 |
405
+ | 0.3453 | 13.8824 | 708 | 0.8345 | 0.5893 | 0.8345 | 0.9135 |
406
+ | 0.3453 | 13.9216 | 710 | 0.8679 | 0.5427 | 0.8679 | 0.9316 |
407
+ | 0.3453 | 13.9608 | 712 | 0.8526 | 0.5427 | 0.8526 | 0.9233 |
408
+ | 0.3453 | 14.0 | 714 | 0.8169 | 0.5577 | 0.8169 | 0.9038 |
409
+ | 0.3453 | 14.0392 | 716 | 0.7791 | 0.5876 | 0.7791 | 0.8827 |
410
+ | 0.3453 | 14.0784 | 718 | 0.7351 | 0.6208 | 0.7351 | 0.8574 |
411
+ | 0.3453 | 14.1176 | 720 | 0.7375 | 0.6142 | 0.7375 | 0.8588 |
412
+ | 0.3453 | 14.1569 | 722 | 0.7272 | 0.5983 | 0.7272 | 0.8527 |
413
+ | 0.3453 | 14.1961 | 724 | 0.6986 | 0.5847 | 0.6986 | 0.8358 |
414
+ | 0.3453 | 14.2353 | 726 | 0.6975 | 0.5847 | 0.6975 | 0.8351 |
415
+ | 0.3453 | 14.2745 | 728 | 0.6960 | 0.5983 | 0.6960 | 0.8343 |
416
+ | 0.3453 | 14.3137 | 730 | 0.7044 | 0.5975 | 0.7044 | 0.8393 |
417
+ | 0.3453 | 14.3529 | 732 | 0.7344 | 0.5578 | 0.7344 | 0.8570 |
418
+ | 0.3453 | 14.3922 | 734 | 0.8148 | 0.6052 | 0.8148 | 0.9026 |
419
+ | 0.3453 | 14.4314 | 736 | 0.8441 | 0.5996 | 0.8441 | 0.9187 |
420
+ | 0.3453 | 14.4706 | 738 | 0.7903 | 0.6052 | 0.7903 | 0.8890 |
421
+ | 0.3453 | 14.5098 | 740 | 0.7533 | 0.5763 | 0.7533 | 0.8679 |
422
+ | 0.3453 | 14.5490 | 742 | 0.7180 | 0.6385 | 0.7180 | 0.8473 |
423
+ | 0.3453 | 14.5882 | 744 | 0.7390 | 0.5876 | 0.7390 | 0.8597 |
424
+ | 0.3453 | 14.6275 | 746 | 0.7979 | 0.5592 | 0.7979 | 0.8932 |
425
+ | 0.3453 | 14.6667 | 748 | 0.8103 | 0.5592 | 0.8103 | 0.9002 |
426
+ | 0.3453 | 14.7059 | 750 | 0.7522 | 0.6481 | 0.7522 | 0.8673 |
427
+ | 0.3453 | 14.7451 | 752 | 0.7044 | 0.6098 | 0.7044 | 0.8393 |
428
+ | 0.3453 | 14.7843 | 754 | 0.7209 | 0.6110 | 0.7209 | 0.8490 |
429
+ | 0.3453 | 14.8235 | 756 | 0.7383 | 0.6208 | 0.7383 | 0.8592 |
430
+ | 0.3453 | 14.8627 | 758 | 0.8224 | 0.6277 | 0.8224 | 0.9069 |
431
+ | 0.3453 | 14.9020 | 760 | 0.8771 | 0.6274 | 0.8771 | 0.9365 |
432
+ | 0.3453 | 14.9412 | 762 | 0.8539 | 0.6474 | 0.8539 | 0.9241 |
433
+ | 0.3453 | 14.9804 | 764 | 0.7700 | 0.6049 | 0.7700 | 0.8775 |
434
+ | 0.3453 | 15.0196 | 766 | 0.7230 | 0.5370 | 0.7230 | 0.8503 |
435
+ | 0.3453 | 15.0588 | 768 | 0.7276 | 0.5706 | 0.7276 | 0.8530 |
436
+ | 0.3453 | 15.0980 | 770 | 0.7664 | 0.6020 | 0.7664 | 0.8754 |
437
+ | 0.3453 | 15.1373 | 772 | 0.8463 | 0.6330 | 0.8463 | 0.9199 |
438
+ | 0.3453 | 15.1765 | 774 | 0.9049 | 0.5798 | 0.9049 | 0.9513 |
439
+ | 0.3453 | 15.2157 | 776 | 0.8915 | 0.5801 | 0.8915 | 0.9442 |
440
+ | 0.3453 | 15.2549 | 778 | 0.8330 | 0.6174 | 0.8330 | 0.9127 |
441
+ | 0.3453 | 15.2941 | 780 | 0.8017 | 0.5962 | 0.8017 | 0.8954 |
442
+ | 0.3453 | 15.3333 | 782 | 0.8012 | 0.5962 | 0.8012 | 0.8951 |
443
+ | 0.3453 | 15.3725 | 784 | 0.8341 | 0.5827 | 0.8341 | 0.9133 |
444
+ | 0.3453 | 15.4118 | 786 | 0.9156 | 0.6083 | 0.9156 | 0.9569 |
445
+ | 0.3453 | 15.4510 | 788 | 0.9203 | 0.5703 | 0.9203 | 0.9593 |
446
+ | 0.3453 | 15.4902 | 790 | 0.8446 | 0.6061 | 0.8446 | 0.9190 |
447
+ | 0.3453 | 15.5294 | 792 | 0.7406 | 0.6162 | 0.7406 | 0.8606 |
448
+ | 0.3453 | 15.5686 | 794 | 0.6856 | 0.5862 | 0.6856 | 0.8280 |
449
+ | 0.3453 | 15.6078 | 796 | 0.6818 | 0.5892 | 0.6818 | 0.8257 |
450
+ | 0.3453 | 15.6471 | 798 | 0.6901 | 0.5862 | 0.6901 | 0.8307 |
451
+ | 0.3453 | 15.6863 | 800 | 0.7281 | 0.5920 | 0.7281 | 0.8533 |
452
+ | 0.3453 | 15.7255 | 802 | 0.7905 | 0.6282 | 0.7905 | 0.8891 |
453
+ | 0.3453 | 15.7647 | 804 | 0.8886 | 0.6219 | 0.8886 | 0.9427 |
454
+ | 0.3453 | 15.8039 | 806 | 0.9150 | 0.5988 | 0.9150 | 0.9565 |
455
+ | 0.3453 | 15.8431 | 808 | 0.8859 | 0.6151 | 0.8859 | 0.9412 |
456
+ | 0.3453 | 15.8824 | 810 | 0.8521 | 0.6008 | 0.8521 | 0.9231 |
457
+ | 0.3453 | 15.9216 | 812 | 0.8247 | 0.5493 | 0.8247 | 0.9082 |
458
+ | 0.3453 | 15.9608 | 814 | 0.8011 | 0.5339 | 0.8011 | 0.8950 |
459
+ | 0.3453 | 16.0 | 816 | 0.7855 | 0.5359 | 0.7855 | 0.8863 |
460
+ | 0.3453 | 16.0392 | 818 | 0.7679 | 0.5359 | 0.7679 | 0.8763 |
461
+ | 0.3453 | 16.0784 | 820 | 0.7833 | 0.5871 | 0.7833 | 0.8850 |
462
+ | 0.3453 | 16.1176 | 822 | 0.8699 | 0.6092 | 0.8699 | 0.9327 |
463
+ | 0.3453 | 16.1569 | 824 | 0.9277 | 0.5722 | 0.9277 | 0.9632 |
464
+ | 0.3453 | 16.1961 | 826 | 0.8892 | 0.5888 | 0.8892 | 0.9430 |
465
+ | 0.3453 | 16.2353 | 828 | 0.7899 | 0.6269 | 0.7899 | 0.8888 |
466
+ | 0.3453 | 16.2745 | 830 | 0.7194 | 0.6833 | 0.7194 | 0.8482 |
467
+ | 0.3453 | 16.3137 | 832 | 0.7076 | 0.6257 | 0.7076 | 0.8412 |
468
+ | 0.3453 | 16.3529 | 834 | 0.7192 | 0.6507 | 0.7192 | 0.8481 |
469
+ | 0.3453 | 16.3922 | 836 | 0.7982 | 0.5580 | 0.7982 | 0.8934 |
470
+ | 0.3453 | 16.4314 | 838 | 0.8579 | 0.6034 | 0.8579 | 0.9262 |
471
+ | 0.3453 | 16.4706 | 840 | 0.8476 | 0.6269 | 0.8476 | 0.9206 |
472
+ | 0.3453 | 16.5098 | 842 | 0.8242 | 0.6121 | 0.8242 | 0.9079 |
473
+ | 0.3453 | 16.5490 | 844 | 0.8042 | 0.5996 | 0.8042 | 0.8968 |
474
+ | 0.3453 | 16.5882 | 846 | 0.8083 | 0.5996 | 0.8083 | 0.8990 |
475
+ | 0.3453 | 16.6275 | 848 | 0.8189 | 0.6049 | 0.8189 | 0.9049 |
476
+ | 0.3453 | 16.6667 | 850 | 0.8434 | 0.6170 | 0.8434 | 0.9184 |
477
+ | 0.3453 | 16.7059 | 852 | 0.8452 | 0.6091 | 0.8452 | 0.9193 |
478
+ | 0.3453 | 16.7451 | 854 | 0.8334 | 0.6091 | 0.8334 | 0.9129 |
479
+ | 0.3453 | 16.7843 | 856 | 0.8186 | 0.6282 | 0.8186 | 0.9048 |
480
+ | 0.3453 | 16.8235 | 858 | 0.7830 | 0.6162 | 0.7830 | 0.8849 |
481
+ | 0.3453 | 16.8627 | 860 | 0.7801 | 0.5660 | 0.7801 | 0.8832 |
482
+ | 0.3453 | 16.9020 | 862 | 0.7709 | 0.5876 | 0.7709 | 0.8780 |
483
+ | 0.3453 | 16.9412 | 864 | 0.7589 | 0.5954 | 0.7589 | 0.8711 |
484
+ | 0.3453 | 16.9804 | 866 | 0.7548 | 0.5954 | 0.7548 | 0.8688 |
485
+ | 0.3453 | 17.0196 | 868 | 0.7717 | 0.6111 | 0.7717 | 0.8785 |
486
+ | 0.3453 | 17.0588 | 870 | 0.7747 | 0.5789 | 0.7747 | 0.8802 |
487
+ | 0.3453 | 17.0980 | 872 | 0.7421 | 0.6390 | 0.7421 | 0.8615 |
488
+ | 0.3453 | 17.1373 | 874 | 0.7357 | 0.6197 | 0.7357 | 0.8577 |
489
+ | 0.3453 | 17.1765 | 876 | 0.7312 | 0.6471 | 0.7312 | 0.8551 |
490
+ | 0.3453 | 17.2157 | 878 | 0.7406 | 0.6455 | 0.7406 | 0.8606 |
491
+ | 0.3453 | 17.2549 | 880 | 0.7653 | 0.6269 | 0.7653 | 0.8748 |
492
+ | 0.3453 | 17.2941 | 882 | 0.8004 | 0.6053 | 0.8004 | 0.8946 |
493
+ | 0.3453 | 17.3333 | 884 | 0.8408 | 0.6001 | 0.8408 | 0.9170 |
494
+ | 0.3453 | 17.3725 | 886 | 0.8967 | 0.5957 | 0.8967 | 0.9469 |
495
+ | 0.3453 | 17.4118 | 888 | 0.8948 | 0.6042 | 0.8948 | 0.9459 |
496
+ | 0.3453 | 17.4510 | 890 | 0.8654 | 0.6067 | 0.8654 | 0.9303 |
497
+ | 0.3453 | 17.4902 | 892 | 0.8319 | 0.6120 | 0.8319 | 0.9121 |
498
+ | 0.3453 | 17.5294 | 894 | 0.7890 | 0.6040 | 0.7890 | 0.8883 |
499
+ | 0.3453 | 17.5686 | 896 | 0.7787 | 0.5779 | 0.7787 | 0.8824 |
500
+ | 0.3453 | 17.6078 | 898 | 0.7910 | 0.5541 | 0.7910 | 0.8894 |
501
+ | 0.3453 | 17.6471 | 900 | 0.8014 | 0.6049 | 0.8014 | 0.8952 |
502
+ | 0.3453 | 17.6863 | 902 | 0.8096 | 0.5965 | 0.8096 | 0.8998 |
503
+ | 0.3453 | 17.7255 | 904 | 0.8127 | 0.6111 | 0.8127 | 0.9015 |
504
+ | 0.3453 | 17.7647 | 906 | 0.7840 | 0.6062 | 0.7840 | 0.8854 |
505
+ | 0.3453 | 17.8039 | 908 | 0.7832 | 0.6091 | 0.7832 | 0.8850 |
506
+ | 0.3453 | 17.8431 | 910 | 0.7738 | 0.5940 | 0.7738 | 0.8797 |
507
+ | 0.3453 | 17.8824 | 912 | 0.7618 | 0.5784 | 0.7618 | 0.8728 |
508
+ | 0.3453 | 17.9216 | 914 | 0.7648 | 0.5940 | 0.7648 | 0.8745 |
509
+ | 0.3453 | 17.9608 | 916 | 0.7528 | 0.6069 | 0.7528 | 0.8676 |
510
+ | 0.3453 | 18.0 | 918 | 0.7323 | 0.5942 | 0.7323 | 0.8558 |
511
+ | 0.3453 | 18.0392 | 920 | 0.7316 | 0.6171 | 0.7316 | 0.8553 |
512
+ | 0.3453 | 18.0784 | 922 | 0.7418 | 0.6171 | 0.7418 | 0.8613 |
513
+ | 0.3453 | 18.1176 | 924 | 0.8019 | 0.6062 | 0.8019 | 0.8955 |
514
+ | 0.3453 | 18.1569 | 926 | 0.8768 | 0.5913 | 0.8768 | 0.9364 |
515
+ | 0.3453 | 18.1961 | 928 | 0.9298 | 0.6195 | 0.9298 | 0.9643 |
516
+ | 0.3453 | 18.2353 | 930 | 0.9116 | 0.5899 | 0.9116 | 0.9548 |
517
+ | 0.3453 | 18.2745 | 932 | 0.8606 | 0.5258 | 0.8606 | 0.9277 |
518
+ | 0.3453 | 18.3137 | 934 | 0.8220 | 0.4954 | 0.8220 | 0.9066 |
519
+ | 0.3453 | 18.3529 | 936 | 0.8267 | 0.5060 | 0.8267 | 0.9092 |
520
+ | 0.3453 | 18.3922 | 938 | 0.8491 | 0.4783 | 0.8491 | 0.9215 |
521
+ | 0.3453 | 18.4314 | 940 | 0.8758 | 0.4761 | 0.8758 | 0.9359 |
522
+ | 0.3453 | 18.4706 | 942 | 0.9245 | 0.5809 | 0.9245 | 0.9615 |
523
+ | 0.3453 | 18.5098 | 944 | 0.9585 | 0.6035 | 0.9585 | 0.9790 |
524
+ | 0.3453 | 18.5490 | 946 | 0.9293 | 0.5681 | 0.9293 | 0.9640 |
525
+ | 0.3453 | 18.5882 | 948 | 0.8305 | 0.6064 | 0.8305 | 0.9113 |
526
+ | 0.3453 | 18.6275 | 950 | 0.7421 | 0.6121 | 0.7421 | 0.8615 |
527
+ | 0.3453 | 18.6667 | 952 | 0.6927 | 0.6573 | 0.6927 | 0.8323 |
528
+ | 0.3453 | 18.7059 | 954 | 0.6776 | 0.6054 | 0.6776 | 0.8231 |
529
+ | 0.3453 | 18.7451 | 956 | 0.6877 | 0.6142 | 0.6877 | 0.8293 |
530
+ | 0.3453 | 18.7843 | 958 | 0.7326 | 0.6079 | 0.7326 | 0.8559 |
531
+ | 0.3453 | 18.8235 | 960 | 0.7822 | 0.6047 | 0.7822 | 0.8844 |
532
+ | 0.3453 | 18.8627 | 962 | 0.7831 | 0.5353 | 0.7831 | 0.8850 |
533
+ | 0.3453 | 18.9020 | 964 | 0.7764 | 0.5077 | 0.7764 | 0.8812 |
534
+ | 0.3453 | 18.9412 | 966 | 0.7925 | 0.5094 | 0.7925 | 0.8902 |
535
+ | 0.3453 | 18.9804 | 968 | 0.8262 | 0.5171 | 0.8262 | 0.9090 |
536
+ | 0.3453 | 19.0196 | 970 | 0.8689 | 0.4772 | 0.8689 | 0.9322 |
537
+ | 0.3453 | 19.0588 | 972 | 0.8806 | 0.4772 | 0.8806 | 0.9384 |
538
+ | 0.3453 | 19.0980 | 974 | 0.8963 | 0.4545 | 0.8963 | 0.9468 |
539
+ | 0.3453 | 19.1373 | 976 | 0.8453 | 0.4986 | 0.8453 | 0.9194 |
540
+ | 0.3453 | 19.1765 | 978 | 0.7785 | 0.5211 | 0.7785 | 0.8823 |
541
+ | 0.3453 | 19.2157 | 980 | 0.7492 | 0.5432 | 0.7492 | 0.8656 |
542
+ | 0.3453 | 19.2549 | 982 | 0.7300 | 0.5432 | 0.7300 | 0.8544 |
543
+ | 0.3453 | 19.2941 | 984 | 0.7206 | 0.5432 | 0.7206 | 0.8489 |
544
+ | 0.3453 | 19.3333 | 986 | 0.7308 | 0.5411 | 0.7308 | 0.8549 |
545
+ | 0.3453 | 19.3725 | 988 | 0.7619 | 0.5865 | 0.7619 | 0.8728 |
546
+ | 0.3453 | 19.4118 | 990 | 0.7603 | 0.6301 | 0.7603 | 0.8720 |
547
+ | 0.3453 | 19.4510 | 992 | 0.7298 | 0.5988 | 0.7298 | 0.8543 |
548
+ | 0.3453 | 19.4902 | 994 | 0.7064 | 0.6151 | 0.7064 | 0.8405 |
549
+ | 0.3453 | 19.5294 | 996 | 0.7070 | 0.6257 | 0.7070 | 0.8408 |
550
+ | 0.3453 | 19.5686 | 998 | 0.7133 | 0.6184 | 0.7133 | 0.8446 |
551
+ | 0.0643 | 19.6078 | 1000 | 0.7284 | 0.6009 | 0.7284 | 0.8535 |
552
+ | 0.0643 | 19.6471 | 1002 | 0.7501 | 0.6447 | 0.7501 | 0.8661 |
553
+ | 0.0643 | 19.6863 | 1004 | 0.8048 | 0.6352 | 0.8048 | 0.8971 |
554
+ | 0.0643 | 19.7255 | 1006 | 0.8434 | 0.6430 | 0.8434 | 0.9184 |
555
+ | 0.0643 | 19.7647 | 1008 | 0.8439 | 0.6269 | 0.8439 | 0.9187 |
556
+ | 0.0643 | 19.8039 | 1010 | 0.8479 | 0.6237 | 0.8479 | 0.9208 |
557
+ | 0.0643 | 19.8431 | 1012 | 0.8709 | 0.6379 | 0.8709 | 0.9332 |
558
+ | 0.0643 | 19.8824 | 1014 | 0.8819 | 0.6111 | 0.8819 | 0.9391 |
559
+ | 0.0643 | 19.9216 | 1016 | 0.8696 | 0.6111 | 0.8696 | 0.9325 |
560
+ | 0.0643 | 19.9608 | 1018 | 0.8423 | 0.5789 | 0.8423 | 0.9178 |
561
+ | 0.0643 | 20.0 | 1020 | 0.8412 | 0.5992 | 0.8412 | 0.9172 |
562
+ | 0.0643 | 20.0392 | 1022 | 0.8136 | 0.5992 | 0.8136 | 0.9020 |
563
+ | 0.0643 | 20.0784 | 1024 | 0.7745 | 0.5370 | 0.7745 | 0.8800 |
564
+ | 0.0643 | 20.1176 | 1026 | 0.7544 | 0.5455 | 0.7544 | 0.8686 |
565
 
566
 
567
  ### Framework versions