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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task2_organization

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  1. README.md +258 -515
  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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_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: 0.8323
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- - Qwk: 0.4280
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- - Mse: 0.8323
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- - Rmse: 0.9123
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  ## Model description
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@@ -47,515 +47,258 @@ 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 | 0.1538 | 2 | 4.6529 | 0.0010 | 4.6529 | 2.1571 |
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- | No log | 0.3077 | 4 | 2.4163 | -0.0176 | 2.4163 | 1.5545 |
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- | No log | 0.4615 | 6 | 1.6599 | 0.0372 | 1.6599 | 1.2884 |
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- | No log | 0.6154 | 8 | 1.3231 | 0.0385 | 1.3231 | 1.1502 |
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- | No log | 0.7692 | 10 | 1.4613 | -0.0925 | 1.4613 | 1.2089 |
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- | No log | 0.9231 | 12 | 1.4485 | -0.0535 | 1.4485 | 1.2035 |
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- | No log | 1.0769 | 14 | 1.2541 | 0.0909 | 1.2541 | 1.1199 |
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- | No log | 1.2308 | 16 | 1.2259 | 0.1009 | 1.2259 | 1.1072 |
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- | No log | 1.3846 | 18 | 1.2630 | 0.1675 | 1.2630 | 1.1238 |
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- | No log | 1.5385 | 20 | 1.3146 | 0.1715 | 1.3146 | 1.1466 |
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- | No log | 1.6923 | 22 | 1.3148 | 0.0098 | 1.3148 | 1.1466 |
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- | No log | 1.8462 | 24 | 1.4005 | -0.0422 | 1.4005 | 1.1834 |
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- | No log | 2.0 | 26 | 1.3814 | -0.0029 | 1.3814 | 1.1753 |
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- | No log | 2.1538 | 28 | 1.3267 | 0.0865 | 1.3267 | 1.1518 |
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- | No log | 2.3077 | 30 | 1.2510 | 0.1943 | 1.2510 | 1.1185 |
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- | No log | 2.4615 | 32 | 1.2611 | 0.2095 | 1.2611 | 1.1230 |
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- | No log | 2.6154 | 34 | 1.2281 | 0.2342 | 1.2281 | 1.1082 |
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- | No log | 2.7692 | 36 | 1.1392 | 0.3291 | 1.1392 | 1.0673 |
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- | No log | 2.9231 | 38 | 1.1140 | 0.3195 | 1.1140 | 1.0555 |
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- | No log | 3.0769 | 40 | 1.0962 | 0.3583 | 1.0962 | 1.0470 |
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- | No log | 3.2308 | 42 | 1.0812 | 0.3478 | 1.0812 | 1.0398 |
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- | No log | 3.3846 | 44 | 1.1373 | 0.3310 | 1.1373 | 1.0664 |
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- | No log | 3.5385 | 46 | 1.3231 | 0.1568 | 1.3231 | 1.1503 |
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- | No log | 3.6923 | 48 | 1.6224 | 0.1800 | 1.6224 | 1.2737 |
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- | No log | 3.8462 | 50 | 1.3132 | 0.1942 | 1.3132 | 1.1460 |
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- | No log | 4.0 | 52 | 1.0831 | 0.3205 | 1.0831 | 1.0407 |
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- | No log | 4.1538 | 54 | 1.0599 | 0.3561 | 1.0599 | 1.0295 |
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- | No log | 4.3077 | 56 | 1.1006 | 0.2206 | 1.1006 | 1.0491 |
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- | No log | 4.4615 | 58 | 1.0106 | 0.3652 | 1.0106 | 1.0053 |
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- | No log | 4.6154 | 60 | 1.0528 | 0.3584 | 1.0528 | 1.0261 |
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- | No log | 4.7692 | 62 | 1.1627 | 0.2688 | 1.1627 | 1.0783 |
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- | No log | 4.9231 | 64 | 1.1830 | 0.2647 | 1.1830 | 1.0877 |
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- | No log | 5.0769 | 66 | 1.0073 | 0.4812 | 1.0073 | 1.0036 |
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- | No log | 5.2308 | 68 | 0.9098 | 0.5181 | 0.9098 | 0.9538 |
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- | No log | 5.3846 | 70 | 0.9020 | 0.4874 | 0.9020 | 0.9497 |
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- | No log | 5.5385 | 72 | 1.0524 | 0.5260 | 1.0524 | 1.0259 |
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- | No log | 5.6923 | 74 | 0.9653 | 0.5299 | 0.9653 | 0.9825 |
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- | No log | 5.8462 | 76 | 0.8953 | 0.5159 | 0.8953 | 0.9462 |
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- | No log | 6.0 | 78 | 0.8848 | 0.5495 | 0.8848 | 0.9406 |
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- | No log | 6.1538 | 80 | 0.8957 | 0.5048 | 0.8957 | 0.9464 |
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- | No log | 6.3077 | 82 | 0.8740 | 0.4786 | 0.8740 | 0.9349 |
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- | No log | 6.4615 | 84 | 0.8735 | 0.4786 | 0.8735 | 0.9346 |
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- | No log | 6.6154 | 86 | 0.8868 | 0.5387 | 0.8868 | 0.9417 |
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- | No log | 6.7692 | 88 | 0.9310 | 0.5283 | 0.9310 | 0.9649 |
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- | No log | 6.9231 | 90 | 0.8757 | 0.4902 | 0.8757 | 0.9358 |
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- | No log | 7.0769 | 92 | 0.8656 | 0.4894 | 0.8656 | 0.9304 |
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- | No log | 7.2308 | 94 | 0.8594 | 0.5086 | 0.8594 | 0.9270 |
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- | No log | 7.3846 | 96 | 0.8639 | 0.4836 | 0.8639 | 0.9295 |
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- | No log | 7.5385 | 98 | 0.9049 | 0.4725 | 0.9049 | 0.9513 |
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- | No log | 7.6923 | 100 | 0.9455 | 0.4693 | 0.9455 | 0.9724 |
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- | No log | 7.8462 | 102 | 1.1685 | 0.4806 | 1.1685 | 1.0810 |
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- | No log | 8.0 | 104 | 1.0738 | 0.4613 | 1.0738 | 1.0362 |
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- | No log | 8.1538 | 106 | 0.9216 | 0.5098 | 0.9216 | 0.9600 |
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- | No log | 8.3077 | 108 | 0.9262 | 0.5098 | 0.9262 | 0.9624 |
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- | No log | 8.4615 | 110 | 0.9751 | 0.4649 | 0.9751 | 0.9875 |
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- | No log | 8.6154 | 112 | 0.9169 | 0.5158 | 0.9169 | 0.9575 |
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- | No log | 8.7692 | 114 | 0.9122 | 0.4953 | 0.9122 | 0.9551 |
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- | No log | 8.9231 | 116 | 0.8862 | 0.5007 | 0.8862 | 0.9414 |
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- | No log | 9.0769 | 118 | 0.8546 | 0.5196 | 0.8546 | 0.9244 |
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- | No log | 9.2308 | 120 | 0.8585 | 0.6056 | 0.8585 | 0.9265 |
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- | No log | 9.3846 | 122 | 0.8544 | 0.5722 | 0.8544 | 0.9243 |
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- | No log | 9.5385 | 124 | 0.8481 | 0.5481 | 0.8481 | 0.9209 |
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- | No log | 9.6923 | 126 | 0.9084 | 0.4672 | 0.9084 | 0.9531 |
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- | No log | 9.8462 | 128 | 0.9645 | 0.4872 | 0.9645 | 0.9821 |
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- | No log | 10.0 | 130 | 0.8728 | 0.5931 | 0.8728 | 0.9342 |
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- | No log | 10.1538 | 132 | 0.9073 | 0.5947 | 0.9073 | 0.9525 |
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- | No log | 10.3077 | 134 | 0.8899 | 0.5426 | 0.8899 | 0.9433 |
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- | No log | 10.4615 | 136 | 0.9692 | 0.4361 | 0.9692 | 0.9845 |
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- | No log | 10.6154 | 138 | 0.9185 | 0.4548 | 0.9185 | 0.9584 |
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- | No log | 10.7692 | 140 | 0.9231 | 0.5159 | 0.9231 | 0.9608 |
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- | No log | 10.9231 | 142 | 0.9422 | 0.4306 | 0.9422 | 0.9707 |
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- | No log | 11.0769 | 144 | 0.9547 | 0.3454 | 0.9547 | 0.9771 |
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- | No log | 11.2308 | 146 | 0.9656 | 0.3496 | 0.9656 | 0.9827 |
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- | No log | 11.3846 | 148 | 0.9907 | 0.3454 | 0.9907 | 0.9954 |
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- | No log | 11.5385 | 150 | 1.0027 | 0.3454 | 1.0027 | 1.0014 |
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- | No log | 11.6923 | 152 | 0.9901 | 0.4007 | 0.9901 | 0.9951 |
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- | No log | 11.8462 | 154 | 1.0166 | 0.4395 | 1.0166 | 1.0082 |
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- | No log | 12.0 | 156 | 0.9712 | 0.3992 | 0.9712 | 0.9855 |
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- | No log | 12.1538 | 158 | 1.1372 | 0.4611 | 1.1372 | 1.0664 |
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- | No log | 12.3077 | 160 | 1.1570 | 0.4432 | 1.1570 | 1.0757 |
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- | No log | 12.4615 | 162 | 0.9783 | 0.4457 | 0.9783 | 0.9891 |
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- | No log | 12.6154 | 164 | 0.9409 | 0.4617 | 0.9409 | 0.9700 |
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- | No log | 12.7692 | 166 | 0.9776 | 0.5509 | 0.9776 | 0.9887 |
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- | No log | 12.9231 | 168 | 0.9415 | 0.4458 | 0.9415 | 0.9703 |
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- | No log | 13.0769 | 170 | 0.9503 | 0.4767 | 0.9503 | 0.9748 |
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- | No log | 13.2308 | 172 | 0.9623 | 0.4534 | 0.9623 | 0.9810 |
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- | No log | 13.3846 | 174 | 0.9414 | 0.4403 | 0.9414 | 0.9703 |
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- | No log | 13.5385 | 176 | 0.9484 | 0.3750 | 0.9484 | 0.9739 |
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- | No log | 13.6923 | 178 | 0.9744 | 0.3960 | 0.9744 | 0.9871 |
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- | No log | 13.8462 | 180 | 1.0344 | 0.4372 | 1.0344 | 1.0170 |
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- | No log | 14.0 | 182 | 1.0070 | 0.3685 | 1.0070 | 1.0035 |
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- | No log | 14.1538 | 184 | 0.9724 | 0.3243 | 0.9724 | 0.9861 |
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- | No log | 14.3077 | 186 | 0.9755 | 0.2969 | 0.9755 | 0.9877 |
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- | No log | 14.4615 | 188 | 0.9954 | 0.3478 | 0.9954 | 0.9977 |
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- | No log | 14.6154 | 190 | 0.9918 | 0.3445 | 0.9918 | 0.9959 |
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- | No log | 14.7692 | 192 | 1.0032 | 0.2820 | 1.0032 | 1.0016 |
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- | No log | 14.9231 | 194 | 1.0103 | 0.3492 | 1.0103 | 1.0051 |
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- | No log | 15.0769 | 196 | 1.0008 | 0.3913 | 1.0008 | 1.0004 |
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- | No log | 15.2308 | 198 | 1.0656 | 0.4 | 1.0656 | 1.0323 |
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- | No log | 15.3846 | 200 | 1.0653 | 0.4 | 1.0653 | 1.0321 |
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- | No log | 15.5385 | 202 | 1.0664 | 0.3590 | 1.0664 | 1.0327 |
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- | No log | 15.6923 | 204 | 1.0559 | 0.4098 | 1.0559 | 1.0276 |
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- | No log | 15.8462 | 206 | 1.1029 | 0.4586 | 1.1029 | 1.0502 |
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- | No log | 16.0 | 208 | 1.1661 | 0.4963 | 1.1661 | 1.0799 |
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- | No log | 16.1538 | 210 | 1.1056 | 0.5170 | 1.1056 | 1.0515 |
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- | No log | 16.3077 | 212 | 1.0046 | 0.4500 | 1.0046 | 1.0023 |
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- | No log | 16.4615 | 214 | 1.0331 | 0.3483 | 1.0331 | 1.0164 |
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- | No log | 16.6154 | 216 | 1.0400 | 0.3949 | 1.0400 | 1.0198 |
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- | No log | 16.7692 | 218 | 0.9986 | 0.3575 | 0.9986 | 0.9993 |
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- | No log | 16.9231 | 220 | 1.0151 | 0.5041 | 1.0151 | 1.0075 |
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- | No log | 17.0769 | 222 | 1.0528 | 0.5170 | 1.0528 | 1.0261 |
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- | No log | 17.2308 | 224 | 0.9975 | 0.5307 | 0.9975 | 0.9987 |
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- | No log | 17.3846 | 226 | 1.0064 | 0.3723 | 1.0064 | 1.0032 |
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- | No log | 17.5385 | 228 | 1.0226 | 0.4222 | 1.0226 | 1.0112 |
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- | No log | 17.6923 | 230 | 0.9823 | 0.3846 | 0.9823 | 0.9911 |
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- | No log | 17.8462 | 232 | 0.9841 | 0.4421 | 0.9841 | 0.9920 |
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- | No log | 18.0 | 234 | 0.9781 | 0.4611 | 0.9781 | 0.9890 |
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- | No log | 18.1538 | 236 | 1.0351 | 0.4233 | 1.0351 | 1.0174 |
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- | No log | 18.3077 | 238 | 1.0568 | 0.4527 | 1.0568 | 1.0280 |
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- | No log | 18.4615 | 240 | 1.0142 | 0.4493 | 1.0142 | 1.0071 |
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- | No log | 18.6154 | 242 | 1.0973 | 0.4555 | 1.0973 | 1.0475 |
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- | No log | 18.7692 | 244 | 1.2460 | 0.3865 | 1.2460 | 1.1163 |
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- | No log | 18.9231 | 246 | 1.1547 | 0.4217 | 1.1547 | 1.0746 |
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- | No log | 19.0769 | 248 | 0.9850 | 0.4388 | 0.9850 | 0.9925 |
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- | No log | 19.2308 | 250 | 1.0285 | 0.3907 | 1.0285 | 1.0141 |
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- | No log | 19.3846 | 252 | 1.0757 | 0.3673 | 1.0757 | 1.0372 |
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- | No log | 19.5385 | 254 | 1.0385 | 0.4660 | 1.0385 | 1.0190 |
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- | No log | 19.6923 | 256 | 0.9969 | 0.4337 | 0.9969 | 0.9984 |
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- | No log | 19.8462 | 258 | 1.0821 | 0.4173 | 1.0821 | 1.0402 |
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- | No log | 20.0 | 260 | 1.1809 | 0.3889 | 1.1809 | 1.0867 |
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- | No log | 20.1538 | 262 | 1.1354 | 0.3829 | 1.1354 | 1.0655 |
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- | No log | 20.3077 | 264 | 1.0509 | 0.3774 | 1.0509 | 1.0251 |
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- | No log | 20.4615 | 266 | 1.0822 | 0.4644 | 1.0822 | 1.0403 |
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- | No log | 20.6154 | 268 | 1.0757 | 0.4318 | 1.0757 | 1.0372 |
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- | No log | 20.7692 | 270 | 1.0273 | 0.2903 | 1.0273 | 1.0136 |
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- | No log | 20.9231 | 272 | 1.0393 | 0.3566 | 1.0393 | 1.0194 |
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- | No log | 21.0769 | 274 | 1.1195 | 0.4100 | 1.1195 | 1.0581 |
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- | No log | 21.2308 | 276 | 1.1484 | 0.2896 | 1.1484 | 1.0716 |
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- | No log | 21.3846 | 278 | 1.1284 | 0.3572 | 1.1284 | 1.0623 |
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- | No log | 21.5385 | 280 | 1.0864 | 0.4507 | 1.0864 | 1.0423 |
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- | No log | 21.6923 | 282 | 1.0520 | 0.3250 | 1.0520 | 1.0257 |
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- | No log | 21.8462 | 284 | 1.0538 | 0.3913 | 1.0538 | 1.0265 |
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- | No log | 22.0 | 286 | 1.0391 | 0.3707 | 1.0391 | 1.0194 |
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- | No log | 22.1538 | 288 | 1.0325 | 0.3715 | 1.0325 | 1.0161 |
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- | No log | 22.3077 | 290 | 1.0034 | 0.3476 | 1.0034 | 1.0017 |
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- | No log | 22.4615 | 292 | 0.9975 | 0.3476 | 0.9975 | 0.9988 |
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- | No log | 22.6154 | 294 | 0.9885 | 0.3704 | 0.9885 | 0.9943 |
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- | No log | 22.7692 | 296 | 0.9867 | 0.4228 | 0.9867 | 0.9933 |
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- | No log | 22.9231 | 298 | 0.9791 | 0.4079 | 0.9791 | 0.9895 |
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- | No log | 23.0769 | 300 | 0.9684 | 0.4215 | 0.9684 | 0.9841 |
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- | No log | 23.2308 | 302 | 0.9620 | 0.4421 | 0.9620 | 0.9808 |
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- | No log | 23.3846 | 304 | 0.9604 | 0.4181 | 0.9604 | 0.9800 |
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- | No log | 23.5385 | 306 | 0.9619 | 0.3966 | 0.9619 | 0.9808 |
205
- | No log | 23.6923 | 308 | 0.9636 | 0.3966 | 0.9636 | 0.9816 |
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- | No log | 23.8462 | 310 | 0.9674 | 0.4393 | 0.9674 | 0.9836 |
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- | No log | 24.0 | 312 | 0.9501 | 0.4002 | 0.9501 | 0.9747 |
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- | No log | 24.1538 | 314 | 0.9477 | 0.5026 | 0.9477 | 0.9735 |
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- | No log | 24.3077 | 316 | 0.9417 | 0.3957 | 0.9417 | 0.9704 |
210
- | No log | 24.4615 | 318 | 0.9514 | 0.4216 | 0.9514 | 0.9754 |
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- | No log | 24.6154 | 320 | 0.9559 | 0.3705 | 0.9559 | 0.9777 |
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- | No log | 24.7692 | 322 | 0.9607 | 0.3684 | 0.9607 | 0.9802 |
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- | No log | 24.9231 | 324 | 1.0311 | 0.3997 | 1.0311 | 1.0154 |
214
- | No log | 25.0769 | 326 | 1.1240 | 0.3970 | 1.1240 | 1.0602 |
215
- | No log | 25.2308 | 328 | 1.0723 | 0.3553 | 1.0723 | 1.0355 |
216
- | No log | 25.3846 | 330 | 0.9816 | 0.3663 | 0.9816 | 0.9907 |
217
- | No log | 25.5385 | 332 | 1.0228 | 0.4397 | 1.0228 | 1.0113 |
218
- | No log | 25.6923 | 334 | 1.0308 | 0.4615 | 1.0308 | 1.0153 |
219
- | No log | 25.8462 | 336 | 0.9797 | 0.4219 | 0.9797 | 0.9898 |
220
- | No log | 26.0 | 338 | 1.0091 | 0.3469 | 1.0091 | 1.0046 |
221
- | No log | 26.1538 | 340 | 1.0645 | 0.4088 | 1.0645 | 1.0318 |
222
- | No log | 26.3077 | 342 | 1.0380 | 0.3846 | 1.0380 | 1.0188 |
223
- | No log | 26.4615 | 344 | 0.9866 | 0.3595 | 0.9866 | 0.9933 |
224
- | No log | 26.6154 | 346 | 0.9507 | 0.3957 | 0.9507 | 0.9751 |
225
- | No log | 26.7692 | 348 | 0.9496 | 0.4610 | 0.9496 | 0.9745 |
226
- | No log | 26.9231 | 350 | 0.9677 | 0.4378 | 0.9677 | 0.9837 |
227
- | No log | 27.0769 | 352 | 0.9968 | 0.4837 | 0.9968 | 0.9984 |
228
- | No log | 27.2308 | 354 | 0.9685 | 0.4694 | 0.9685 | 0.9841 |
229
- | No log | 27.3846 | 356 | 0.9652 | 0.4279 | 0.9652 | 0.9824 |
230
- | No log | 27.5385 | 358 | 1.0045 | 0.4375 | 1.0045 | 1.0023 |
231
- | No log | 27.6923 | 360 | 0.9852 | 0.4382 | 0.9852 | 0.9926 |
232
- | No log | 27.8462 | 362 | 0.9438 | 0.4685 | 0.9438 | 0.9715 |
233
- | No log | 28.0 | 364 | 0.9967 | 0.5169 | 0.9967 | 0.9984 |
234
- | No log | 28.1538 | 366 | 1.0094 | 0.5020 | 1.0094 | 1.0047 |
235
- | No log | 28.3077 | 368 | 0.9373 | 0.5538 | 0.9373 | 0.9681 |
236
- | No log | 28.4615 | 370 | 0.8984 | 0.3957 | 0.8984 | 0.9478 |
237
- | No log | 28.6154 | 372 | 0.9337 | 0.3703 | 0.9337 | 0.9663 |
238
- | No log | 28.7692 | 374 | 0.9424 | 0.3966 | 0.9424 | 0.9708 |
239
- | No log | 28.9231 | 376 | 0.9329 | 0.3957 | 0.9329 | 0.9659 |
240
- | No log | 29.0769 | 378 | 0.9580 | 0.3882 | 0.9580 | 0.9788 |
241
- | No log | 29.2308 | 380 | 0.9709 | 0.4425 | 0.9709 | 0.9853 |
242
- | No log | 29.3846 | 382 | 0.9401 | 0.4197 | 0.9401 | 0.9696 |
243
- | No log | 29.5385 | 384 | 0.9219 | 0.3684 | 0.9219 | 0.9602 |
244
- | No log | 29.6923 | 386 | 0.9512 | 0.3318 | 0.9512 | 0.9753 |
245
- | No log | 29.8462 | 388 | 0.9675 | 0.3561 | 0.9675 | 0.9836 |
246
- | No log | 30.0 | 390 | 0.9602 | 0.3601 | 0.9602 | 0.9799 |
247
- | No log | 30.1538 | 392 | 0.9475 | 0.3957 | 0.9475 | 0.9734 |
248
- | No log | 30.3077 | 394 | 0.9750 | 0.4108 | 0.9750 | 0.9874 |
249
- | No log | 30.4615 | 396 | 1.0069 | 0.4890 | 1.0069 | 1.0034 |
250
- | No log | 30.6154 | 398 | 1.0045 | 0.4731 | 1.0045 | 1.0023 |
251
- | No log | 30.7692 | 400 | 0.9630 | 0.4313 | 0.9630 | 0.9813 |
252
- | No log | 30.9231 | 402 | 0.9845 | 0.3601 | 0.9845 | 0.9922 |
253
- | No log | 31.0769 | 404 | 1.0452 | 0.3214 | 1.0452 | 1.0223 |
254
- | No log | 31.2308 | 406 | 1.0417 | 0.3396 | 1.0417 | 1.0206 |
255
- | No log | 31.3846 | 408 | 0.9948 | 0.4181 | 0.9948 | 0.9974 |
256
- | No log | 31.5385 | 410 | 1.0084 | 0.4916 | 1.0084 | 1.0042 |
257
- | No log | 31.6923 | 412 | 1.0259 | 0.4947 | 1.0259 | 1.0129 |
258
- | No log | 31.8462 | 414 | 1.0020 | 0.4738 | 1.0020 | 1.0010 |
259
- | No log | 32.0 | 416 | 0.9861 | 0.3870 | 0.9861 | 0.9930 |
260
- | No log | 32.1538 | 418 | 1.0563 | 0.4615 | 1.0563 | 1.0278 |
261
- | No log | 32.3077 | 420 | 1.0728 | 0.4312 | 1.0728 | 1.0357 |
262
- | No log | 32.4615 | 422 | 1.0238 | 0.3701 | 1.0238 | 1.0118 |
263
- | No log | 32.6154 | 424 | 0.9593 | 0.3943 | 0.9593 | 0.9795 |
264
- | No log | 32.7692 | 426 | 0.9547 | 0.3695 | 0.9547 | 0.9771 |
265
- | No log | 32.9231 | 428 | 0.9522 | 0.3695 | 0.9522 | 0.9758 |
266
- | No log | 33.0769 | 430 | 0.9521 | 0.3983 | 0.9521 | 0.9758 |
267
- | No log | 33.2308 | 432 | 0.9497 | 0.3756 | 0.9497 | 0.9745 |
268
- | No log | 33.3846 | 434 | 0.9439 | 0.3756 | 0.9439 | 0.9715 |
269
- | No log | 33.5385 | 436 | 0.9393 | 0.3756 | 0.9393 | 0.9692 |
270
- | No log | 33.6923 | 438 | 0.9399 | 0.4491 | 0.9399 | 0.9695 |
271
- | No log | 33.8462 | 440 | 0.9483 | 0.4491 | 0.9483 | 0.9738 |
272
- | No log | 34.0 | 442 | 0.9550 | 0.4491 | 0.9550 | 0.9772 |
273
- | No log | 34.1538 | 444 | 0.9583 | 0.3983 | 0.9583 | 0.9789 |
274
- | No log | 34.3077 | 446 | 0.9660 | 0.3344 | 0.9660 | 0.9828 |
275
- | No log | 34.4615 | 448 | 0.9712 | 0.3440 | 0.9712 | 0.9855 |
276
- | No log | 34.6154 | 450 | 0.9711 | 0.3608 | 0.9711 | 0.9854 |
277
- | No log | 34.7692 | 452 | 0.9699 | 0.3983 | 0.9699 | 0.9848 |
278
- | No log | 34.9231 | 454 | 0.9841 | 0.4141 | 0.9841 | 0.9920 |
279
- | No log | 35.0769 | 456 | 0.9968 | 0.4211 | 0.9968 | 0.9984 |
280
- | No log | 35.2308 | 458 | 0.9758 | 0.4527 | 0.9758 | 0.9878 |
281
- | No log | 35.3846 | 460 | 0.9533 | 0.3838 | 0.9533 | 0.9764 |
282
- | No log | 35.5385 | 462 | 0.9612 | 0.4119 | 0.9612 | 0.9804 |
283
- | No log | 35.6923 | 464 | 0.9645 | 0.4434 | 0.9645 | 0.9821 |
284
- | No log | 35.8462 | 466 | 0.9423 | 0.4599 | 0.9423 | 0.9707 |
285
- | No log | 36.0 | 468 | 0.9242 | 0.4599 | 0.9242 | 0.9613 |
286
- | No log | 36.1538 | 470 | 0.8975 | 0.4081 | 0.8975 | 0.9474 |
287
- | No log | 36.3077 | 472 | 0.8880 | 0.3943 | 0.8880 | 0.9423 |
288
- | No log | 36.4615 | 474 | 0.8790 | 0.4455 | 0.8790 | 0.9375 |
289
- | No log | 36.6154 | 476 | 0.8759 | 0.4455 | 0.8759 | 0.9359 |
290
- | No log | 36.7692 | 478 | 0.8880 | 0.3839 | 0.8880 | 0.9423 |
291
- | No log | 36.9231 | 480 | 0.9018 | 0.3839 | 0.9018 | 0.9496 |
292
- | No log | 37.0769 | 482 | 0.9002 | 0.3839 | 0.9002 | 0.9488 |
293
- | No log | 37.2308 | 484 | 0.8862 | 0.3953 | 0.8862 | 0.9414 |
294
- | No log | 37.3846 | 486 | 0.8830 | 0.4081 | 0.8830 | 0.9397 |
295
- | No log | 37.5385 | 488 | 0.8857 | 0.3652 | 0.8857 | 0.9411 |
296
- | No log | 37.6923 | 490 | 0.8891 | 0.3263 | 0.8891 | 0.9429 |
297
- | No log | 37.8462 | 492 | 0.9061 | 0.3363 | 0.9061 | 0.9519 |
298
- | No log | 38.0 | 494 | 0.9414 | 0.3019 | 0.9414 | 0.9703 |
299
- | No log | 38.1538 | 496 | 0.9770 | 0.3478 | 0.9770 | 0.9884 |
300
- | No log | 38.3077 | 498 | 0.9569 | 0.3310 | 0.9569 | 0.9782 |
301
- | 0.2901 | 38.4615 | 500 | 0.9020 | 0.3663 | 0.9020 | 0.9498 |
302
- | 0.2901 | 38.6154 | 502 | 0.8945 | 0.3565 | 0.8945 | 0.9458 |
303
- | 0.2901 | 38.7692 | 504 | 0.8965 | 0.4231 | 0.8965 | 0.9469 |
304
- | 0.2901 | 38.9231 | 506 | 0.9036 | 0.4699 | 0.9036 | 0.9506 |
305
- | 0.2901 | 39.0769 | 508 | 0.9027 | 0.4568 | 0.9027 | 0.9501 |
306
- | 0.2901 | 39.2308 | 510 | 0.8962 | 0.4081 | 0.8962 | 0.9467 |
307
- | 0.2901 | 39.3846 | 512 | 0.8977 | 0.3363 | 0.8977 | 0.9475 |
308
- | 0.2901 | 39.5385 | 514 | 0.9163 | 0.3506 | 0.9163 | 0.9573 |
309
- | 0.2901 | 39.6923 | 516 | 0.9108 | 0.3874 | 0.9108 | 0.9543 |
310
- | 0.2901 | 39.8462 | 518 | 0.9006 | 0.4013 | 0.9006 | 0.9490 |
311
- | 0.2901 | 40.0 | 520 | 0.8658 | 0.4081 | 0.8658 | 0.9305 |
312
- | 0.2901 | 40.1538 | 522 | 0.8953 | 0.5098 | 0.8953 | 0.9462 |
313
- | 0.2901 | 40.3077 | 524 | 0.9715 | 0.4961 | 0.9715 | 0.9856 |
314
- | 0.2901 | 40.4615 | 526 | 0.9524 | 0.5156 | 0.9524 | 0.9759 |
315
- | 0.2901 | 40.6154 | 528 | 0.8892 | 0.5357 | 0.8892 | 0.9430 |
316
- | 0.2901 | 40.7692 | 530 | 0.8766 | 0.4042 | 0.8766 | 0.9363 |
317
- | 0.2901 | 40.9231 | 532 | 0.9300 | 0.3664 | 0.9300 | 0.9643 |
318
- | 0.2901 | 41.0769 | 534 | 0.9549 | 0.3326 | 0.9549 | 0.9772 |
319
- | 0.2901 | 41.2308 | 536 | 0.9337 | 0.3664 | 0.9337 | 0.9663 |
320
- | 0.2901 | 41.3846 | 538 | 0.8975 | 0.4104 | 0.8975 | 0.9473 |
321
- | 0.2901 | 41.5385 | 540 | 0.8665 | 0.3811 | 0.8665 | 0.9309 |
322
- | 0.2901 | 41.6923 | 542 | 0.8641 | 0.5076 | 0.8641 | 0.9295 |
323
- | 0.2901 | 41.8462 | 544 | 0.8931 | 0.5082 | 0.8931 | 0.9450 |
324
- | 0.2901 | 42.0 | 546 | 0.9255 | 0.4783 | 0.9255 | 0.9620 |
325
- | 0.2901 | 42.1538 | 548 | 0.8939 | 0.5082 | 0.8939 | 0.9455 |
326
- | 0.2901 | 42.3077 | 550 | 0.8594 | 0.5495 | 0.8594 | 0.9270 |
327
- | 0.2901 | 42.4615 | 552 | 0.8743 | 0.4091 | 0.8743 | 0.9350 |
328
- | 0.2901 | 42.6154 | 554 | 0.8891 | 0.4898 | 0.8891 | 0.9429 |
329
- | 0.2901 | 42.7692 | 556 | 0.8718 | 0.4302 | 0.8718 | 0.9337 |
330
- | 0.2901 | 42.9231 | 558 | 0.8473 | 0.4996 | 0.8473 | 0.9205 |
331
- | 0.2901 | 43.0769 | 560 | 0.8501 | 0.5632 | 0.8501 | 0.9220 |
332
- | 0.2901 | 43.2308 | 562 | 0.8616 | 0.5455 | 0.8616 | 0.9282 |
333
- | 0.2901 | 43.3846 | 564 | 0.8719 | 0.4977 | 0.8719 | 0.9337 |
334
- | 0.2901 | 43.5385 | 566 | 0.8570 | 0.5541 | 0.8570 | 0.9257 |
335
- | 0.2901 | 43.6923 | 568 | 0.8494 | 0.5102 | 0.8494 | 0.9216 |
336
- | 0.2901 | 43.8462 | 570 | 0.8678 | 0.4181 | 0.8678 | 0.9316 |
337
- | 0.2901 | 44.0 | 572 | 0.9309 | 0.3897 | 0.9309 | 0.9648 |
338
- | 0.2901 | 44.1538 | 574 | 0.9733 | 0.3993 | 0.9733 | 0.9865 |
339
- | 0.2901 | 44.3077 | 576 | 0.9475 | 0.3897 | 0.9475 | 0.9734 |
340
- | 0.2901 | 44.4615 | 578 | 0.8972 | 0.3787 | 0.8972 | 0.9472 |
341
- | 0.2901 | 44.6154 | 580 | 0.8675 | 0.4681 | 0.8675 | 0.9314 |
342
- | 0.2901 | 44.7692 | 582 | 0.8992 | 0.5816 | 0.8992 | 0.9483 |
343
- | 0.2901 | 44.9231 | 584 | 0.9283 | 0.5304 | 0.9283 | 0.9635 |
344
- | 0.2901 | 45.0769 | 586 | 0.8981 | 0.5902 | 0.8981 | 0.9477 |
345
- | 0.2901 | 45.2308 | 588 | 0.8816 | 0.4653 | 0.8816 | 0.9390 |
346
- | 0.2901 | 45.3846 | 590 | 0.9754 | 0.4400 | 0.9754 | 0.9876 |
347
- | 0.2901 | 45.5385 | 592 | 1.0607 | 0.4567 | 1.0607 | 1.0299 |
348
- | 0.2901 | 45.6923 | 594 | 1.0620 | 0.4561 | 1.0620 | 1.0305 |
349
- | 0.2901 | 45.8462 | 596 | 0.9940 | 0.4586 | 0.9940 | 0.9970 |
350
- | 0.2901 | 46.0 | 598 | 0.9226 | 0.3897 | 0.9226 | 0.9605 |
351
- | 0.2901 | 46.1538 | 600 | 0.8659 | 0.4401 | 0.8659 | 0.9305 |
352
- | 0.2901 | 46.3077 | 602 | 0.8519 | 0.4628 | 0.8519 | 0.9230 |
353
- | 0.2901 | 46.4615 | 604 | 0.8483 | 0.4401 | 0.8483 | 0.9210 |
354
- | 0.2901 | 46.6154 | 606 | 0.8415 | 0.5580 | 0.8415 | 0.9173 |
355
- | 0.2901 | 46.7692 | 608 | 0.8434 | 0.5458 | 0.8434 | 0.9184 |
356
- | 0.2901 | 46.9231 | 610 | 0.8430 | 0.5458 | 0.8430 | 0.9182 |
357
- | 0.2901 | 47.0769 | 612 | 0.8498 | 0.6094 | 0.8498 | 0.9219 |
358
- | 0.2901 | 47.2308 | 614 | 0.8473 | 0.5759 | 0.8473 | 0.9205 |
359
- | 0.2901 | 47.3846 | 616 | 0.8464 | 0.5329 | 0.8464 | 0.9200 |
360
- | 0.2901 | 47.5385 | 618 | 0.9000 | 0.3897 | 0.9000 | 0.9487 |
361
- | 0.2901 | 47.6923 | 620 | 0.9357 | 0.3779 | 0.9357 | 0.9673 |
362
- | 0.2901 | 47.8462 | 622 | 0.9097 | 0.3897 | 0.9097 | 0.9538 |
363
- | 0.2901 | 48.0 | 624 | 0.8663 | 0.4401 | 0.8663 | 0.9308 |
364
- | 0.2901 | 48.1538 | 626 | 0.8598 | 0.5633 | 0.8598 | 0.9273 |
365
- | 0.2901 | 48.3077 | 628 | 0.8979 | 0.5777 | 0.8979 | 0.9476 |
366
- | 0.2901 | 48.4615 | 630 | 0.9086 | 0.5127 | 0.9086 | 0.9532 |
367
- | 0.2901 | 48.6154 | 632 | 0.8837 | 0.5902 | 0.8837 | 0.9400 |
368
- | 0.2901 | 48.7692 | 634 | 0.8428 | 0.5759 | 0.8428 | 0.9180 |
369
- | 0.2901 | 48.9231 | 636 | 0.8409 | 0.4548 | 0.8409 | 0.9170 |
370
- | 0.2901 | 49.0769 | 638 | 0.8919 | 0.3664 | 0.8919 | 0.9444 |
371
- | 0.2901 | 49.2308 | 640 | 0.9258 | 0.3771 | 0.9258 | 0.9622 |
372
- | 0.2901 | 49.3846 | 642 | 0.9226 | 0.3990 | 0.9226 | 0.9605 |
373
- | 0.2901 | 49.5385 | 644 | 0.8609 | 0.4016 | 0.8609 | 0.9278 |
374
- | 0.2901 | 49.6923 | 646 | 0.8062 | 0.5027 | 0.8062 | 0.8979 |
375
- | 0.2901 | 49.8462 | 648 | 0.8098 | 0.5852 | 0.8098 | 0.8999 |
376
- | 0.2901 | 50.0 | 650 | 0.8551 | 0.5414 | 0.8551 | 0.9247 |
377
- | 0.2901 | 50.1538 | 652 | 0.9038 | 0.4878 | 0.9038 | 0.9507 |
378
- | 0.2901 | 50.3077 | 654 | 0.8917 | 0.5572 | 0.8917 | 0.9443 |
379
- | 0.2901 | 50.4615 | 656 | 0.8868 | 0.5812 | 0.8868 | 0.9417 |
380
- | 0.2901 | 50.6154 | 658 | 0.8561 | 0.5562 | 0.8561 | 0.9252 |
381
- | 0.2901 | 50.7692 | 660 | 0.8397 | 0.5930 | 0.8397 | 0.9164 |
382
- | 0.2901 | 50.9231 | 662 | 0.8842 | 0.5290 | 0.8842 | 0.9403 |
383
- | 0.2901 | 51.0769 | 664 | 0.9427 | 0.5014 | 0.9427 | 0.9710 |
384
- | 0.2901 | 51.2308 | 666 | 0.9599 | 0.4810 | 0.9599 | 0.9797 |
385
- | 0.2901 | 51.3846 | 668 | 0.9222 | 0.5083 | 0.9222 | 0.9603 |
386
- | 0.2901 | 51.5385 | 670 | 0.8667 | 0.4270 | 0.8667 | 0.9310 |
387
- | 0.2901 | 51.6923 | 672 | 0.8294 | 0.4981 | 0.8294 | 0.9107 |
388
- | 0.2901 | 51.8462 | 674 | 0.8147 | 0.5260 | 0.8147 | 0.9026 |
389
- | 0.2901 | 52.0 | 676 | 0.8199 | 0.5515 | 0.8199 | 0.9055 |
390
- | 0.2901 | 52.1538 | 678 | 0.8268 | 0.5518 | 0.8268 | 0.9093 |
391
- | 0.2901 | 52.3077 | 680 | 0.8272 | 0.5397 | 0.8272 | 0.9095 |
392
- | 0.2901 | 52.4615 | 682 | 0.8319 | 0.5329 | 0.8319 | 0.9121 |
393
- | 0.2901 | 52.6154 | 684 | 0.8408 | 0.4757 | 0.8408 | 0.9170 |
394
- | 0.2901 | 52.7692 | 686 | 0.8323 | 0.4685 | 0.8323 | 0.9123 |
395
- | 0.2901 | 52.9231 | 688 | 0.8255 | 0.5486 | 0.8255 | 0.9086 |
396
- | 0.2901 | 53.0769 | 690 | 0.8267 | 0.6094 | 0.8267 | 0.9092 |
397
- | 0.2901 | 53.2308 | 692 | 0.8287 | 0.6106 | 0.8287 | 0.9103 |
398
- | 0.2901 | 53.3846 | 694 | 0.8255 | 0.5821 | 0.8255 | 0.9086 |
399
- | 0.2901 | 53.5385 | 696 | 0.8338 | 0.4685 | 0.8338 | 0.9131 |
400
- | 0.2901 | 53.6923 | 698 | 0.8484 | 0.4953 | 0.8484 | 0.9211 |
401
- | 0.2901 | 53.8462 | 700 | 0.8486 | 0.4953 | 0.8486 | 0.9212 |
402
- | 0.2901 | 54.0 | 702 | 0.8401 | 0.4906 | 0.8401 | 0.9166 |
403
- | 0.2901 | 54.1538 | 704 | 0.8247 | 0.5376 | 0.8247 | 0.9081 |
404
- | 0.2901 | 54.3077 | 706 | 0.8206 | 0.5492 | 0.8206 | 0.9058 |
405
- | 0.2901 | 54.4615 | 708 | 0.8161 | 0.5811 | 0.8161 | 0.9034 |
406
- | 0.2901 | 54.6154 | 710 | 0.8152 | 0.5807 | 0.8152 | 0.9029 |
407
- | 0.2901 | 54.7692 | 712 | 0.8133 | 0.5807 | 0.8133 | 0.9018 |
408
- | 0.2901 | 54.9231 | 714 | 0.8108 | 0.5821 | 0.8108 | 0.9004 |
409
- | 0.2901 | 55.0769 | 716 | 0.8156 | 0.5149 | 0.8156 | 0.9031 |
410
- | 0.2901 | 55.2308 | 718 | 0.8408 | 0.4048 | 0.8408 | 0.9170 |
411
- | 0.2901 | 55.3846 | 720 | 0.8539 | 0.3924 | 0.8539 | 0.9241 |
412
- | 0.2901 | 55.5385 | 722 | 0.8691 | 0.4146 | 0.8691 | 0.9323 |
413
- | 0.2901 | 55.6923 | 724 | 0.8769 | 0.4146 | 0.8769 | 0.9364 |
414
- | 0.2901 | 55.8462 | 726 | 0.8869 | 0.3809 | 0.8869 | 0.9417 |
415
- | 0.2901 | 56.0 | 728 | 0.8783 | 0.4146 | 0.8783 | 0.9372 |
416
- | 0.2901 | 56.1538 | 730 | 0.8428 | 0.4275 | 0.8428 | 0.9180 |
417
- | 0.2901 | 56.3077 | 732 | 0.8191 | 0.4789 | 0.8191 | 0.9050 |
418
- | 0.2901 | 56.4615 | 734 | 0.8165 | 0.5364 | 0.8165 | 0.9036 |
419
- | 0.2901 | 56.6154 | 736 | 0.8136 | 0.5489 | 0.8136 | 0.9020 |
420
- | 0.2901 | 56.7692 | 738 | 0.8198 | 0.5208 | 0.8198 | 0.9054 |
421
- | 0.2901 | 56.9231 | 740 | 0.8313 | 0.5110 | 0.8313 | 0.9118 |
422
- | 0.2901 | 57.0769 | 742 | 0.8212 | 0.5110 | 0.8212 | 0.9062 |
423
- | 0.2901 | 57.2308 | 744 | 0.8046 | 0.5301 | 0.8046 | 0.8970 |
424
- | 0.2901 | 57.3846 | 746 | 0.8001 | 0.5435 | 0.8001 | 0.8945 |
425
- | 0.2901 | 57.5385 | 748 | 0.8031 | 0.4757 | 0.8031 | 0.8962 |
426
- | 0.2901 | 57.6923 | 750 | 0.7947 | 0.4996 | 0.7947 | 0.8915 |
427
- | 0.2901 | 57.8462 | 752 | 0.7846 | 0.5076 | 0.7846 | 0.8858 |
428
- | 0.2901 | 58.0 | 754 | 0.7801 | 0.5790 | 0.7801 | 0.8832 |
429
- | 0.2901 | 58.1538 | 756 | 0.7835 | 0.5488 | 0.7835 | 0.8852 |
430
- | 0.2901 | 58.3077 | 758 | 0.7895 | 0.5618 | 0.7895 | 0.8886 |
431
- | 0.2901 | 58.4615 | 760 | 0.7900 | 0.5618 | 0.7900 | 0.8888 |
432
- | 0.2901 | 58.6154 | 762 | 0.7898 | 0.5816 | 0.7898 | 0.8887 |
433
- | 0.2901 | 58.7692 | 764 | 0.7842 | 0.5816 | 0.7842 | 0.8855 |
434
- | 0.2901 | 58.9231 | 766 | 0.7776 | 0.5816 | 0.7776 | 0.8818 |
435
- | 0.2901 | 59.0769 | 768 | 0.7786 | 0.5816 | 0.7786 | 0.8824 |
436
- | 0.2901 | 59.2308 | 770 | 0.7866 | 0.5816 | 0.7866 | 0.8869 |
437
- | 0.2901 | 59.3846 | 772 | 0.8027 | 0.5417 | 0.8027 | 0.8959 |
438
- | 0.2901 | 59.5385 | 774 | 0.8120 | 0.5317 | 0.8120 | 0.9011 |
439
- | 0.2901 | 59.6923 | 776 | 0.8007 | 0.5287 | 0.8007 | 0.8948 |
440
- | 0.2901 | 59.8462 | 778 | 0.7876 | 0.5215 | 0.7876 | 0.8874 |
441
- | 0.2901 | 60.0 | 780 | 0.8088 | 0.4141 | 0.8088 | 0.8993 |
442
- | 0.2901 | 60.1538 | 782 | 0.8257 | 0.4620 | 0.8257 | 0.9087 |
443
- | 0.2901 | 60.3077 | 784 | 0.8163 | 0.4141 | 0.8163 | 0.9035 |
444
- | 0.2901 | 60.4615 | 786 | 0.8059 | 0.4141 | 0.8059 | 0.8977 |
445
- | 0.2901 | 60.6154 | 788 | 0.8012 | 0.4318 | 0.8012 | 0.8951 |
446
- | 0.2901 | 60.7692 | 790 | 0.7968 | 0.5076 | 0.7968 | 0.8926 |
447
- | 0.2901 | 60.9231 | 792 | 0.7995 | 0.5463 | 0.7995 | 0.8942 |
448
- | 0.2901 | 61.0769 | 794 | 0.8097 | 0.5474 | 0.8097 | 0.8998 |
449
- | 0.2901 | 61.2308 | 796 | 0.8121 | 0.5658 | 0.8121 | 0.9012 |
450
- | 0.2901 | 61.3846 | 798 | 0.8089 | 0.5724 | 0.8089 | 0.8994 |
451
- | 0.2901 | 61.5385 | 800 | 0.8200 | 0.5232 | 0.8200 | 0.9055 |
452
- | 0.2901 | 61.6923 | 802 | 0.8485 | 0.4716 | 0.8485 | 0.9211 |
453
- | 0.2901 | 61.8462 | 804 | 0.8584 | 0.4477 | 0.8584 | 0.9265 |
454
- | 0.2901 | 62.0 | 806 | 0.8600 | 0.4146 | 0.8600 | 0.9274 |
455
- | 0.2901 | 62.1538 | 808 | 0.8513 | 0.3779 | 0.8513 | 0.9227 |
456
- | 0.2901 | 62.3077 | 810 | 0.8376 | 0.4646 | 0.8376 | 0.9152 |
457
- | 0.2901 | 62.4615 | 812 | 0.8352 | 0.4780 | 0.8352 | 0.9139 |
458
- | 0.2901 | 62.6154 | 814 | 0.8334 | 0.4780 | 0.8334 | 0.9129 |
459
- | 0.2901 | 62.7692 | 816 | 0.8344 | 0.4780 | 0.8344 | 0.9135 |
460
- | 0.2901 | 62.9231 | 818 | 0.8375 | 0.4519 | 0.8375 | 0.9151 |
461
- | 0.2901 | 63.0769 | 820 | 0.8495 | 0.4381 | 0.8495 | 0.9217 |
462
- | 0.2901 | 63.2308 | 822 | 0.8714 | 0.3412 | 0.8714 | 0.9335 |
463
- | 0.2901 | 63.3846 | 824 | 0.9058 | 0.3982 | 0.9058 | 0.9517 |
464
- | 0.2901 | 63.5385 | 826 | 0.9152 | 0.4412 | 0.9152 | 0.9566 |
465
- | 0.2901 | 63.6923 | 828 | 0.8931 | 0.3892 | 0.8931 | 0.9450 |
466
- | 0.2901 | 63.8462 | 830 | 0.8533 | 0.4016 | 0.8533 | 0.9238 |
467
- | 0.2901 | 64.0 | 832 | 0.8212 | 0.4381 | 0.8212 | 0.9062 |
468
- | 0.2901 | 64.1538 | 834 | 0.8103 | 0.4418 | 0.8103 | 0.9002 |
469
- | 0.2901 | 64.3077 | 836 | 0.8117 | 0.4418 | 0.8117 | 0.9009 |
470
- | 0.2901 | 64.4615 | 838 | 0.8191 | 0.4418 | 0.8191 | 0.9050 |
471
- | 0.2901 | 64.6154 | 840 | 0.8209 | 0.4418 | 0.8209 | 0.9060 |
472
- | 0.2901 | 64.7692 | 842 | 0.8296 | 0.4381 | 0.8296 | 0.9108 |
473
- | 0.2901 | 64.9231 | 844 | 0.8351 | 0.4377 | 0.8351 | 0.9138 |
474
- | 0.2901 | 65.0769 | 846 | 0.8399 | 0.4377 | 0.8399 | 0.9165 |
475
- | 0.2901 | 65.2308 | 848 | 0.8501 | 0.4377 | 0.8501 | 0.9220 |
476
- | 0.2901 | 65.3846 | 850 | 0.8642 | 0.4704 | 0.8642 | 0.9296 |
477
- | 0.2901 | 65.5385 | 852 | 0.8776 | 0.4147 | 0.8776 | 0.9368 |
478
- | 0.2901 | 65.6923 | 854 | 0.8812 | 0.4385 | 0.8812 | 0.9387 |
479
- | 0.2901 | 65.8462 | 856 | 0.8776 | 0.5026 | 0.8776 | 0.9368 |
480
- | 0.2901 | 66.0 | 858 | 0.8687 | 0.4787 | 0.8687 | 0.9320 |
481
- | 0.2901 | 66.1538 | 860 | 0.8644 | 0.5143 | 0.8644 | 0.9297 |
482
- | 0.2901 | 66.3077 | 862 | 0.8726 | 0.5279 | 0.8726 | 0.9341 |
483
- | 0.2901 | 66.4615 | 864 | 0.8721 | 0.5279 | 0.8721 | 0.9339 |
484
- | 0.2901 | 66.6154 | 866 | 0.8696 | 0.4933 | 0.8696 | 0.9325 |
485
- | 0.2901 | 66.7692 | 868 | 0.8722 | 0.5119 | 0.8722 | 0.9339 |
486
- | 0.2901 | 66.9231 | 870 | 0.8807 | 0.4757 | 0.8807 | 0.9385 |
487
- | 0.2901 | 67.0769 | 872 | 0.9045 | 0.3455 | 0.9045 | 0.9511 |
488
- | 0.2901 | 67.2308 | 874 | 0.9076 | 0.3469 | 0.9076 | 0.9527 |
489
- | 0.2901 | 67.3846 | 876 | 0.8885 | 0.3573 | 0.8885 | 0.9426 |
490
- | 0.2901 | 67.5385 | 878 | 0.8662 | 0.4884 | 0.8662 | 0.9307 |
491
- | 0.2901 | 67.6923 | 880 | 0.8566 | 0.4884 | 0.8566 | 0.9255 |
492
- | 0.2901 | 67.8462 | 882 | 0.8531 | 0.4884 | 0.8531 | 0.9236 |
493
- | 0.2901 | 68.0 | 884 | 0.8521 | 0.4884 | 0.8521 | 0.9231 |
494
- | 0.2901 | 68.1538 | 886 | 0.8546 | 0.4884 | 0.8546 | 0.9245 |
495
- | 0.2901 | 68.3077 | 888 | 0.8619 | 0.4884 | 0.8619 | 0.9284 |
496
- | 0.2901 | 68.4615 | 890 | 0.8673 | 0.4426 | 0.8673 | 0.9313 |
497
- | 0.2901 | 68.6154 | 892 | 0.8667 | 0.4659 | 0.8667 | 0.9310 |
498
- | 0.2901 | 68.7692 | 894 | 0.8595 | 0.4668 | 0.8595 | 0.9271 |
499
- | 0.2901 | 68.9231 | 896 | 0.8445 | 0.4889 | 0.8445 | 0.9190 |
500
- | 0.2901 | 69.0769 | 898 | 0.8337 | 0.5458 | 0.8337 | 0.9131 |
501
- | 0.2901 | 69.2308 | 900 | 0.8341 | 0.4637 | 0.8341 | 0.9133 |
502
- | 0.2901 | 69.3846 | 902 | 0.8285 | 0.4413 | 0.8285 | 0.9102 |
503
- | 0.2901 | 69.5385 | 904 | 0.8265 | 0.5027 | 0.8265 | 0.9091 |
504
- | 0.2901 | 69.6923 | 906 | 0.8258 | 0.4671 | 0.8258 | 0.9087 |
505
- | 0.2901 | 69.8462 | 908 | 0.8286 | 0.4278 | 0.8286 | 0.9103 |
506
- | 0.2901 | 70.0 | 910 | 0.8332 | 0.4757 | 0.8332 | 0.9128 |
507
- | 0.2901 | 70.1538 | 912 | 0.8275 | 0.4757 | 0.8275 | 0.9097 |
508
- | 0.2901 | 70.3077 | 914 | 0.8284 | 0.4527 | 0.8284 | 0.9102 |
509
- | 0.2901 | 70.4615 | 916 | 0.8227 | 0.4767 | 0.8227 | 0.9070 |
510
- | 0.2901 | 70.6154 | 918 | 0.8161 | 0.4996 | 0.8161 | 0.9034 |
511
- | 0.2901 | 70.7692 | 920 | 0.8119 | 0.5283 | 0.8119 | 0.9010 |
512
- | 0.2901 | 70.9231 | 922 | 0.8133 | 0.5759 | 0.8133 | 0.9018 |
513
- | 0.2901 | 71.0769 | 924 | 0.8185 | 0.5917 | 0.8185 | 0.9047 |
514
- | 0.2901 | 71.2308 | 926 | 0.8202 | 0.5205 | 0.8202 | 0.9056 |
515
- | 0.2901 | 71.3846 | 928 | 0.8229 | 0.5283 | 0.8229 | 0.9071 |
516
- | 0.2901 | 71.5385 | 930 | 0.8278 | 0.4930 | 0.8278 | 0.9098 |
517
- | 0.2901 | 71.6923 | 932 | 0.8317 | 0.4930 | 0.8317 | 0.9120 |
518
- | 0.2901 | 71.8462 | 934 | 0.8346 | 0.4801 | 0.8346 | 0.9136 |
519
- | 0.2901 | 72.0 | 936 | 0.8362 | 0.4947 | 0.8362 | 0.9145 |
520
- | 0.2901 | 72.1538 | 938 | 0.8381 | 0.5291 | 0.8381 | 0.9155 |
521
- | 0.2901 | 72.3077 | 940 | 0.8388 | 0.5291 | 0.8388 | 0.9158 |
522
- | 0.2901 | 72.4615 | 942 | 0.8375 | 0.4947 | 0.8375 | 0.9152 |
523
- | 0.2901 | 72.6154 | 944 | 0.8382 | 0.4822 | 0.8382 | 0.9155 |
524
- | 0.2901 | 72.7692 | 946 | 0.8428 | 0.5011 | 0.8428 | 0.9181 |
525
- | 0.2901 | 72.9231 | 948 | 0.8520 | 0.4846 | 0.8520 | 0.9230 |
526
- | 0.2901 | 73.0769 | 950 | 0.8523 | 0.4612 | 0.8523 | 0.9232 |
527
- | 0.2901 | 73.2308 | 952 | 0.8428 | 0.4951 | 0.8428 | 0.9181 |
528
- | 0.2901 | 73.3846 | 954 | 0.8301 | 0.4540 | 0.8301 | 0.9111 |
529
- | 0.2901 | 73.5385 | 956 | 0.8190 | 0.4801 | 0.8190 | 0.9050 |
530
- | 0.2901 | 73.6923 | 958 | 0.8112 | 0.5155 | 0.8112 | 0.9007 |
531
- | 0.2901 | 73.8462 | 960 | 0.8075 | 0.5634 | 0.8075 | 0.8986 |
532
- | 0.2901 | 74.0 | 962 | 0.8051 | 0.5508 | 0.8051 | 0.8973 |
533
- | 0.2901 | 74.1538 | 964 | 0.8081 | 0.4548 | 0.8081 | 0.8989 |
534
- | 0.2901 | 74.3077 | 966 | 0.8187 | 0.4278 | 0.8187 | 0.9048 |
535
- | 0.2901 | 74.4615 | 968 | 0.8384 | 0.4278 | 0.8384 | 0.9157 |
536
- | 0.2901 | 74.6154 | 970 | 0.8471 | 0.4143 | 0.8471 | 0.9204 |
537
- | 0.2901 | 74.7692 | 972 | 0.8520 | 0.4146 | 0.8520 | 0.9230 |
538
- | 0.2901 | 74.9231 | 974 | 0.8540 | 0.4146 | 0.8540 | 0.9241 |
539
- | 0.2901 | 75.0769 | 976 | 0.8604 | 0.4146 | 0.8604 | 0.9276 |
540
- | 0.2901 | 75.2308 | 978 | 0.8682 | 0.4359 | 0.8682 | 0.9318 |
541
- | 0.2901 | 75.3846 | 980 | 0.8653 | 0.4359 | 0.8653 | 0.9302 |
542
- | 0.2901 | 75.5385 | 982 | 0.8494 | 0.4146 | 0.8494 | 0.9216 |
543
- | 0.2901 | 75.6923 | 984 | 0.8351 | 0.4505 | 0.8351 | 0.9138 |
544
- | 0.2901 | 75.8462 | 986 | 0.8263 | 0.4505 | 0.8263 | 0.9090 |
545
- | 0.2901 | 76.0 | 988 | 0.8262 | 0.4278 | 0.8262 | 0.9089 |
546
- | 0.2901 | 76.1538 | 990 | 0.8226 | 0.4540 | 0.8226 | 0.9070 |
547
- | 0.2901 | 76.3077 | 992 | 0.8138 | 0.4540 | 0.8138 | 0.9021 |
548
- | 0.2901 | 76.4615 | 994 | 0.8079 | 0.5283 | 0.8079 | 0.8989 |
549
- | 0.2901 | 76.6154 | 996 | 0.8082 | 0.5283 | 0.8082 | 0.8990 |
550
- | 0.2901 | 76.7692 | 998 | 0.8071 | 0.5283 | 0.8071 | 0.8984 |
551
- | 0.0465 | 76.9231 | 1000 | 0.8069 | 0.5076 | 0.8069 | 0.8982 |
552
- | 0.0465 | 77.0769 | 1002 | 0.8075 | 0.5076 | 0.8075 | 0.8986 |
553
- | 0.0465 | 77.2308 | 1004 | 0.8077 | 0.5283 | 0.8077 | 0.8987 |
554
- | 0.0465 | 77.3846 | 1006 | 0.8115 | 0.4548 | 0.8115 | 0.9008 |
555
- | 0.0465 | 77.5385 | 1008 | 0.8160 | 0.4548 | 0.8160 | 0.9033 |
556
- | 0.0465 | 77.6923 | 1010 | 0.8205 | 0.4548 | 0.8205 | 0.9058 |
557
- | 0.0465 | 77.8462 | 1012 | 0.8270 | 0.4280 | 0.8270 | 0.9094 |
558
- | 0.0465 | 78.0 | 1014 | 0.8323 | 0.4280 | 0.8323 | 0.9123 |
559
 
560
 
561
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_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: 1.0139
19
+ - Qwk: 0.3842
20
+ - Mse: 1.0139
21
+ - Rmse: 1.0069
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.4 | 2 | 6.8335 | -0.0708 | 6.8335 | 2.6141 |
53
+ | No log | 0.8 | 4 | 4.7061 | -0.0278 | 4.7061 | 2.1694 |
54
+ | No log | 1.2 | 6 | 2.5724 | 0.0560 | 2.5724 | 1.6039 |
55
+ | No log | 1.6 | 8 | 1.6768 | 0.0939 | 1.6768 | 1.2949 |
56
+ | No log | 2.0 | 10 | 1.3213 | 0.2826 | 1.3213 | 1.1495 |
57
+ | No log | 2.4 | 12 | 1.2382 | 0.2601 | 1.2382 | 1.1127 |
58
+ | No log | 2.8 | 14 | 1.1576 | 0.3104 | 1.1576 | 1.0759 |
59
+ | No log | 3.2 | 16 | 1.1353 | 0.1443 | 1.1353 | 1.0655 |
60
+ | No log | 3.6 | 18 | 1.1452 | 0.1645 | 1.1452 | 1.0701 |
61
+ | No log | 4.0 | 20 | 1.1199 | 0.3017 | 1.1199 | 1.0583 |
62
+ | No log | 4.4 | 22 | 1.3404 | 0.1826 | 1.3404 | 1.1578 |
63
+ | No log | 4.8 | 24 | 1.3432 | 0.1652 | 1.3432 | 1.1590 |
64
+ | No log | 5.2 | 26 | 1.5716 | 0.1901 | 1.5716 | 1.2536 |
65
+ | No log | 5.6 | 28 | 1.4735 | 0.1395 | 1.4735 | 1.2139 |
66
+ | No log | 6.0 | 30 | 1.1452 | 0.2915 | 1.1452 | 1.0701 |
67
+ | No log | 6.4 | 32 | 1.1747 | 0.1443 | 1.1747 | 1.0838 |
68
+ | No log | 6.8 | 34 | 1.2006 | 0.1468 | 1.2006 | 1.0957 |
69
+ | No log | 7.2 | 36 | 1.4545 | 0.0800 | 1.4545 | 1.2060 |
70
+ | No log | 7.6 | 38 | 1.7257 | 0.1491 | 1.7257 | 1.3136 |
71
+ | No log | 8.0 | 40 | 1.9520 | 0.1351 | 1.9520 | 1.3971 |
72
+ | No log | 8.4 | 42 | 1.5476 | 0.0453 | 1.5476 | 1.2440 |
73
+ | No log | 8.8 | 44 | 1.2394 | 0.1584 | 1.2394 | 1.1133 |
74
+ | No log | 9.2 | 46 | 1.3681 | 0.1156 | 1.3681 | 1.1697 |
75
+ | No log | 9.6 | 48 | 1.3267 | 0.1090 | 1.3267 | 1.1518 |
76
+ | No log | 10.0 | 50 | 1.3076 | 0.2363 | 1.3076 | 1.1435 |
77
+ | No log | 10.4 | 52 | 1.4804 | 0.0923 | 1.4804 | 1.2167 |
78
+ | No log | 10.8 | 54 | 1.3224 | 0.1612 | 1.3224 | 1.1500 |
79
+ | No log | 11.2 | 56 | 1.2179 | 0.3787 | 1.2179 | 1.1036 |
80
+ | No log | 11.6 | 58 | 1.2268 | 0.3021 | 1.2268 | 1.1076 |
81
+ | No log | 12.0 | 60 | 1.1937 | 0.3310 | 1.1937 | 1.0926 |
82
+ | No log | 12.4 | 62 | 1.1458 | 0.3913 | 1.1458 | 1.0704 |
83
+ | No log | 12.8 | 64 | 1.1492 | 0.3536 | 1.1492 | 1.0720 |
84
+ | No log | 13.2 | 66 | 1.1365 | 0.3918 | 1.1365 | 1.0661 |
85
+ | No log | 13.6 | 68 | 1.2648 | 0.3348 | 1.2648 | 1.1247 |
86
+ | No log | 14.0 | 70 | 1.2701 | 0.3682 | 1.2701 | 1.1270 |
87
+ | No log | 14.4 | 72 | 1.1778 | 0.3160 | 1.1778 | 1.0853 |
88
+ | No log | 14.8 | 74 | 1.2170 | 0.3232 | 1.2170 | 1.1032 |
89
+ | No log | 15.2 | 76 | 1.2006 | 0.3448 | 1.2006 | 1.0957 |
90
+ | No log | 15.6 | 78 | 1.1830 | 0.4276 | 1.1830 | 1.0877 |
91
+ | No log | 16.0 | 80 | 1.1748 | 0.3972 | 1.1748 | 1.0839 |
92
+ | No log | 16.4 | 82 | 1.2203 | 0.3348 | 1.2203 | 1.1047 |
93
+ | No log | 16.8 | 84 | 1.1376 | 0.4014 | 1.1376 | 1.0666 |
94
+ | No log | 17.2 | 86 | 1.1063 | 0.4449 | 1.1063 | 1.0518 |
95
+ | No log | 17.6 | 88 | 1.1026 | 0.4014 | 1.1026 | 1.0500 |
96
+ | No log | 18.0 | 90 | 1.0975 | 0.4449 | 1.0975 | 1.0476 |
97
+ | No log | 18.4 | 92 | 1.1190 | 0.3779 | 1.1190 | 1.0578 |
98
+ | No log | 18.8 | 94 | 1.1438 | 0.3779 | 1.1438 | 1.0695 |
99
+ | No log | 19.2 | 96 | 1.2424 | 0.3691 | 1.2424 | 1.1146 |
100
+ | No log | 19.6 | 98 | 1.2211 | 0.3714 | 1.2211 | 1.1050 |
101
+ | No log | 20.0 | 100 | 1.2993 | 0.3741 | 1.2993 | 1.1399 |
102
+ | No log | 20.4 | 102 | 1.5020 | 0.2862 | 1.5020 | 1.2256 |
103
+ | No log | 20.8 | 104 | 1.6942 | 0.1957 | 1.6942 | 1.3016 |
104
+ | No log | 21.2 | 106 | 1.5316 | 0.2382 | 1.5316 | 1.2376 |
105
+ | No log | 21.6 | 108 | 1.2198 | 0.3402 | 1.2198 | 1.1044 |
106
+ | No log | 22.0 | 110 | 1.3166 | 0.3154 | 1.3166 | 1.1474 |
107
+ | No log | 22.4 | 112 | 1.3081 | 0.3154 | 1.3081 | 1.1437 |
108
+ | No log | 22.8 | 114 | 1.2410 | 0.3073 | 1.2410 | 1.1140 |
109
+ | No log | 23.2 | 116 | 1.2876 | 0.2524 | 1.2876 | 1.1347 |
110
+ | No log | 23.6 | 118 | 1.1515 | 0.3463 | 1.1515 | 1.0731 |
111
+ | No log | 24.0 | 120 | 1.1005 | 0.3413 | 1.1005 | 1.0490 |
112
+ | No log | 24.4 | 122 | 1.0851 | 0.4093 | 1.0851 | 1.0417 |
113
+ | No log | 24.8 | 124 | 1.0923 | 0.3328 | 1.0923 | 1.0451 |
114
+ | No log | 25.2 | 126 | 1.1126 | 0.3216 | 1.1126 | 1.0548 |
115
+ | No log | 25.6 | 128 | 1.0574 | 0.3328 | 1.0574 | 1.0283 |
116
+ | No log | 26.0 | 130 | 1.0179 | 0.4091 | 1.0179 | 1.0089 |
117
+ | No log | 26.4 | 132 | 1.0017 | 0.3787 | 1.0017 | 1.0009 |
118
+ | No log | 26.8 | 134 | 0.9942 | 0.4091 | 0.9942 | 0.9971 |
119
+ | No log | 27.2 | 136 | 1.0055 | 0.4488 | 1.0055 | 1.0028 |
120
+ | No log | 27.6 | 138 | 1.0698 | 0.4565 | 1.0698 | 1.0343 |
121
+ | No log | 28.0 | 140 | 1.1009 | 0.4754 | 1.1009 | 1.0492 |
122
+ | No log | 28.4 | 142 | 1.0982 | 0.3717 | 1.0982 | 1.0480 |
123
+ | No log | 28.8 | 144 | 1.1736 | 0.3717 | 1.1736 | 1.0833 |
124
+ | No log | 29.2 | 146 | 1.3503 | 0.2932 | 1.3503 | 1.1620 |
125
+ | No log | 29.6 | 148 | 1.2701 | 0.3132 | 1.2701 | 1.1270 |
126
+ | No log | 30.0 | 150 | 1.1113 | 0.3413 | 1.1113 | 1.0542 |
127
+ | No log | 30.4 | 152 | 1.1675 | 0.4286 | 1.1675 | 1.0805 |
128
+ | No log | 30.8 | 154 | 1.2099 | 0.4362 | 1.2099 | 1.1000 |
129
+ | No log | 31.2 | 156 | 1.1558 | 0.3766 | 1.1558 | 1.0751 |
130
+ | No log | 31.6 | 158 | 1.2909 | 0.2930 | 1.2909 | 1.1362 |
131
+ | No log | 32.0 | 160 | 1.6581 | 0.2167 | 1.6581 | 1.2877 |
132
+ | No log | 32.4 | 162 | 1.6900 | 0.2231 | 1.6900 | 1.3000 |
133
+ | No log | 32.8 | 164 | 1.4369 | 0.3009 | 1.4369 | 1.1987 |
134
+ | No log | 33.2 | 166 | 1.2606 | 0.3343 | 1.2606 | 1.1228 |
135
+ | No log | 33.6 | 168 | 1.2972 | 0.3445 | 1.2972 | 1.1390 |
136
+ | No log | 34.0 | 170 | 1.3875 | 0.3304 | 1.3875 | 1.1779 |
137
+ | No log | 34.4 | 172 | 1.3623 | 0.3478 | 1.3623 | 1.1672 |
138
+ | No log | 34.8 | 174 | 1.2299 | 0.3125 | 1.2299 | 1.1090 |
139
+ | No log | 35.2 | 176 | 1.2031 | 0.3103 | 1.2031 | 1.0969 |
140
+ | No log | 35.6 | 178 | 1.2367 | 0.3745 | 1.2367 | 1.1121 |
141
+ | No log | 36.0 | 180 | 1.3322 | 0.2896 | 1.3322 | 1.1542 |
142
+ | No log | 36.4 | 182 | 1.4663 | 0.3007 | 1.4663 | 1.2109 |
143
+ | No log | 36.8 | 184 | 1.4380 | 0.3369 | 1.4380 | 1.1992 |
144
+ | No log | 37.2 | 186 | 1.3023 | 0.3898 | 1.3023 | 1.1412 |
145
+ | No log | 37.6 | 188 | 1.2026 | 0.3830 | 1.2026 | 1.0966 |
146
+ | No log | 38.0 | 190 | 1.1485 | 0.3817 | 1.1485 | 1.0717 |
147
+ | No log | 38.4 | 192 | 1.1327 | 0.3429 | 1.1327 | 1.0643 |
148
+ | No log | 38.8 | 194 | 1.1259 | 0.3590 | 1.1259 | 1.0611 |
149
+ | No log | 39.2 | 196 | 1.1380 | 0.3753 | 1.1380 | 1.0668 |
150
+ | No log | 39.6 | 198 | 1.1193 | 0.3590 | 1.1193 | 1.0580 |
151
+ | No log | 40.0 | 200 | 1.1599 | 0.3760 | 1.1599 | 1.0770 |
152
+ | No log | 40.4 | 202 | 1.1894 | 0.3684 | 1.1894 | 1.0906 |
153
+ | No log | 40.8 | 204 | 1.1678 | 0.3563 | 1.1678 | 1.0807 |
154
+ | No log | 41.2 | 206 | 1.1848 | 0.3563 | 1.1848 | 1.0885 |
155
+ | No log | 41.6 | 208 | 1.1782 | 0.3164 | 1.1782 | 1.0854 |
156
+ | No log | 42.0 | 210 | 1.1899 | 0.3164 | 1.1899 | 1.0908 |
157
+ | No log | 42.4 | 212 | 1.2019 | 0.3272 | 1.2019 | 1.0963 |
158
+ | No log | 42.8 | 214 | 1.2436 | 0.2761 | 1.2436 | 1.1151 |
159
+ | No log | 43.2 | 216 | 1.2777 | 0.1929 | 1.2777 | 1.1304 |
160
+ | No log | 43.6 | 218 | 1.2884 | 0.2623 | 1.2884 | 1.1351 |
161
+ | No log | 44.0 | 220 | 1.3022 | 0.2623 | 1.3022 | 1.1411 |
162
+ | No log | 44.4 | 222 | 1.2927 | 0.2293 | 1.2927 | 1.1370 |
163
+ | No log | 44.8 | 224 | 1.3020 | 0.2247 | 1.3020 | 1.1410 |
164
+ | No log | 45.2 | 226 | 1.2957 | 0.2869 | 1.2957 | 1.1383 |
165
+ | No log | 45.6 | 228 | 1.2879 | 0.3013 | 1.2879 | 1.1349 |
166
+ | No log | 46.0 | 230 | 1.3038 | 0.2570 | 1.3038 | 1.1418 |
167
+ | No log | 46.4 | 232 | 1.2885 | 0.3069 | 1.2885 | 1.1351 |
168
+ | No log | 46.8 | 234 | 1.2242 | 0.3574 | 1.2242 | 1.1064 |
169
+ | No log | 47.2 | 236 | 1.1748 | 0.3336 | 1.1748 | 1.0839 |
170
+ | No log | 47.6 | 238 | 1.1743 | 0.3359 | 1.1743 | 1.0836 |
171
+ | No log | 48.0 | 240 | 1.1886 | 0.3646 | 1.1886 | 1.0902 |
172
+ | No log | 48.4 | 242 | 1.1915 | 0.3646 | 1.1915 | 1.0915 |
173
+ | No log | 48.8 | 244 | 1.1929 | 0.3878 | 1.1929 | 1.0922 |
174
+ | No log | 49.2 | 246 | 1.1382 | 0.3564 | 1.1382 | 1.0669 |
175
+ | No log | 49.6 | 248 | 1.0874 | 0.3737 | 1.0874 | 1.0428 |
176
+ | No log | 50.0 | 250 | 1.0629 | 0.3498 | 1.0629 | 1.0310 |
177
+ | No log | 50.4 | 252 | 1.0572 | 0.3839 | 1.0572 | 1.0282 |
178
+ | No log | 50.8 | 254 | 1.0446 | 0.3750 | 1.0446 | 1.0221 |
179
+ | No log | 51.2 | 256 | 1.0376 | 0.3787 | 1.0376 | 1.0186 |
180
+ | No log | 51.6 | 258 | 1.0609 | 0.3384 | 1.0609 | 1.0300 |
181
+ | No log | 52.0 | 260 | 1.1034 | 0.3611 | 1.1034 | 1.0504 |
182
+ | No log | 52.4 | 262 | 1.1204 | 0.3823 | 1.1204 | 1.0585 |
183
+ | No log | 52.8 | 264 | 1.0969 | 0.3830 | 1.0969 | 1.0473 |
184
+ | No log | 53.2 | 266 | 1.0969 | 0.3830 | 1.0969 | 1.0473 |
185
+ | No log | 53.6 | 268 | 1.0780 | 0.3961 | 1.0780 | 1.0383 |
186
+ | No log | 54.0 | 270 | 1.0819 | 0.4660 | 1.0819 | 1.0402 |
187
+ | No log | 54.4 | 272 | 1.0919 | 0.4263 | 1.0919 | 1.0449 |
188
+ | No log | 54.8 | 274 | 1.0894 | 0.4660 | 1.0894 | 1.0438 |
189
+ | No log | 55.2 | 276 | 1.0873 | 0.4300 | 1.0873 | 1.0428 |
190
+ | No log | 55.6 | 278 | 1.0804 | 0.4130 | 1.0804 | 1.0394 |
191
+ | No log | 56.0 | 280 | 1.0805 | 0.3802 | 1.0805 | 1.0395 |
192
+ | No log | 56.4 | 282 | 1.0774 | 0.3498 | 1.0774 | 1.0380 |
193
+ | No log | 56.8 | 284 | 1.0809 | 0.3745 | 1.0809 | 1.0396 |
194
+ | No log | 57.2 | 286 | 1.0964 | 0.3745 | 1.0964 | 1.0471 |
195
+ | No log | 57.6 | 288 | 1.0977 | 0.3585 | 1.0977 | 1.0477 |
196
+ | No log | 58.0 | 290 | 1.0947 | 0.3585 | 1.0947 | 1.0463 |
197
+ | No log | 58.4 | 292 | 1.0996 | 0.3823 | 1.0996 | 1.0486 |
198
+ | No log | 58.8 | 294 | 1.1012 | 0.3823 | 1.1012 | 1.0494 |
199
+ | No log | 59.2 | 296 | 1.1027 | 0.4264 | 1.1027 | 1.0501 |
200
+ | No log | 59.6 | 298 | 1.0924 | 0.4142 | 1.0924 | 1.0452 |
201
+ | No log | 60.0 | 300 | 1.0695 | 0.3612 | 1.0695 | 1.0342 |
202
+ | No log | 60.4 | 302 | 1.0630 | 0.3486 | 1.0630 | 1.0310 |
203
+ | No log | 60.8 | 304 | 1.0625 | 0.3612 | 1.0625 | 1.0308 |
204
+ | No log | 61.2 | 306 | 1.0767 | 0.3781 | 1.0767 | 1.0377 |
205
+ | No log | 61.6 | 308 | 1.1094 | 0.4405 | 1.1094 | 1.0533 |
206
+ | No log | 62.0 | 310 | 1.1232 | 0.4240 | 1.1232 | 1.0598 |
207
+ | No log | 62.4 | 312 | 1.1387 | 0.3610 | 1.1387 | 1.0671 |
208
+ | No log | 62.8 | 314 | 1.1051 | 0.4241 | 1.1051 | 1.0512 |
209
+ | No log | 63.2 | 316 | 1.0642 | 0.4240 | 1.0642 | 1.0316 |
210
+ | No log | 63.6 | 318 | 1.0368 | 0.3740 | 1.0368 | 1.0182 |
211
+ | No log | 64.0 | 320 | 1.0412 | 0.3724 | 1.0412 | 1.0204 |
212
+ | No log | 64.4 | 322 | 1.0724 | 0.4330 | 1.0724 | 1.0355 |
213
+ | No log | 64.8 | 324 | 1.1034 | 0.4366 | 1.1034 | 1.0504 |
214
+ | No log | 65.2 | 326 | 1.0730 | 0.4209 | 1.0730 | 1.0358 |
215
+ | No log | 65.6 | 328 | 1.0340 | 0.3976 | 1.0340 | 1.0168 |
216
+ | No log | 66.0 | 330 | 1.0222 | 0.3632 | 1.0222 | 1.0110 |
217
+ | No log | 66.4 | 332 | 1.0262 | 0.3632 | 1.0262 | 1.0130 |
218
+ | No log | 66.8 | 334 | 1.0378 | 0.4008 | 1.0378 | 1.0187 |
219
+ | No log | 67.2 | 336 | 1.0429 | 0.4008 | 1.0429 | 1.0212 |
220
+ | No log | 67.6 | 338 | 1.0440 | 0.4011 | 1.0440 | 1.0218 |
221
+ | No log | 68.0 | 340 | 1.0388 | 0.3843 | 1.0388 | 1.0192 |
222
+ | No log | 68.4 | 342 | 1.0356 | 0.3843 | 1.0356 | 1.0176 |
223
+ | No log | 68.8 | 344 | 1.0348 | 0.4304 | 1.0348 | 1.0173 |
224
+ | No log | 69.2 | 346 | 1.0302 | 0.4005 | 1.0302 | 1.0150 |
225
+ | No log | 69.6 | 348 | 1.0189 | 0.3622 | 1.0189 | 1.0094 |
226
+ | No log | 70.0 | 350 | 1.0211 | 0.4311 | 1.0211 | 1.0105 |
227
+ | No log | 70.4 | 352 | 1.0100 | 0.4196 | 1.0100 | 1.0050 |
228
+ | No log | 70.8 | 354 | 0.9981 | 0.4126 | 0.9981 | 0.9991 |
229
+ | No log | 71.2 | 356 | 0.9856 | 0.4126 | 0.9856 | 0.9928 |
230
+ | No log | 71.6 | 358 | 0.9846 | 0.3825 | 0.9846 | 0.9922 |
231
+ | No log | 72.0 | 360 | 0.9874 | 0.3825 | 0.9874 | 0.9937 |
232
+ | No log | 72.4 | 362 | 0.9862 | 0.3818 | 0.9862 | 0.9931 |
233
+ | No log | 72.8 | 364 | 0.9797 | 0.3818 | 0.9797 | 0.9898 |
234
+ | No log | 73.2 | 366 | 0.9753 | 0.4125 | 0.9753 | 0.9876 |
235
+ | No log | 73.6 | 368 | 0.9735 | 0.3612 | 0.9735 | 0.9867 |
236
+ | No log | 74.0 | 370 | 0.9771 | 0.4091 | 0.9771 | 0.9885 |
237
+ | No log | 74.4 | 372 | 0.9807 | 0.4397 | 0.9807 | 0.9903 |
238
+ | No log | 74.8 | 374 | 0.9770 | 0.4397 | 0.9770 | 0.9884 |
239
+ | No log | 75.2 | 376 | 0.9749 | 0.4401 | 0.9749 | 0.9874 |
240
+ | No log | 75.6 | 378 | 0.9685 | 0.4089 | 0.9685 | 0.9841 |
241
+ | No log | 76.0 | 380 | 0.9625 | 0.4087 | 0.9625 | 0.9811 |
242
+ | No log | 76.4 | 382 | 0.9593 | 0.4087 | 0.9593 | 0.9795 |
243
+ | No log | 76.8 | 384 | 0.9559 | 0.4087 | 0.9559 | 0.9777 |
244
+ | No log | 77.2 | 386 | 0.9603 | 0.3601 | 0.9603 | 0.9800 |
245
+ | No log | 77.6 | 388 | 0.9712 | 0.3945 | 0.9712 | 0.9855 |
246
+ | No log | 78.0 | 390 | 0.9839 | 0.4071 | 0.9839 | 0.9919 |
247
+ | No log | 78.4 | 392 | 1.0006 | 0.4069 | 1.0006 | 1.0003 |
248
+ | No log | 78.8 | 394 | 1.0042 | 0.4071 | 1.0042 | 1.0021 |
249
+ | No log | 79.2 | 396 | 1.0032 | 0.4073 | 1.0032 | 1.0016 |
250
+ | No log | 79.6 | 398 | 1.0022 | 0.3949 | 1.0022 | 1.0011 |
251
+ | No log | 80.0 | 400 | 0.9970 | 0.3612 | 0.9970 | 0.9985 |
252
+ | No log | 80.4 | 402 | 0.9942 | 0.3498 | 0.9942 | 0.9971 |
253
+ | No log | 80.8 | 404 | 0.9983 | 0.3795 | 0.9983 | 0.9992 |
254
+ | No log | 81.2 | 406 | 1.0041 | 0.4302 | 1.0041 | 1.0020 |
255
+ | No log | 81.6 | 408 | 1.0106 | 0.4597 | 1.0106 | 1.0053 |
256
+ | No log | 82.0 | 410 | 1.0200 | 0.4685 | 1.0200 | 1.0100 |
257
+ | No log | 82.4 | 412 | 1.0180 | 0.4685 | 1.0180 | 1.0090 |
258
+ | No log | 82.8 | 414 | 1.0100 | 0.4597 | 1.0100 | 1.0050 |
259
+ | No log | 83.2 | 416 | 1.0016 | 0.4093 | 1.0016 | 1.0008 |
260
+ | No log | 83.6 | 418 | 1.0011 | 0.3787 | 1.0011 | 1.0005 |
261
+ | No log | 84.0 | 420 | 1.0065 | 0.3451 | 1.0065 | 1.0032 |
262
+ | No log | 84.4 | 422 | 1.0113 | 0.3551 | 1.0113 | 1.0056 |
263
+ | No log | 84.8 | 424 | 1.0147 | 0.3551 | 1.0147 | 1.0073 |
264
+ | No log | 85.2 | 426 | 1.0161 | 0.3551 | 1.0161 | 1.0080 |
265
+ | No log | 85.6 | 428 | 1.0153 | 0.3563 | 1.0153 | 1.0076 |
266
+ | No log | 86.0 | 430 | 1.0158 | 0.3563 | 1.0158 | 1.0079 |
267
+ | No log | 86.4 | 432 | 1.0145 | 0.3728 | 1.0145 | 1.0072 |
268
+ | No log | 86.8 | 434 | 1.0109 | 0.3728 | 1.0109 | 1.0054 |
269
+ | No log | 87.2 | 436 | 1.0065 | 0.3728 | 1.0065 | 1.0033 |
270
+ | No log | 87.6 | 438 | 1.0015 | 0.3601 | 1.0015 | 1.0007 |
271
+ | No log | 88.0 | 440 | 0.9983 | 0.3473 | 0.9983 | 0.9992 |
272
+ | No log | 88.4 | 442 | 0.9969 | 0.3486 | 0.9969 | 0.9985 |
273
+ | No log | 88.8 | 444 | 0.9970 | 0.3486 | 0.9970 | 0.9985 |
274
+ | No log | 89.2 | 446 | 0.9964 | 0.3486 | 0.9964 | 0.9982 |
275
+ | No log | 89.6 | 448 | 0.9955 | 0.3486 | 0.9955 | 0.9977 |
276
+ | No log | 90.0 | 450 | 0.9945 | 0.3486 | 0.9945 | 0.9972 |
277
+ | No log | 90.4 | 452 | 0.9944 | 0.3486 | 0.9944 | 0.9972 |
278
+ | No log | 90.8 | 454 | 0.9946 | 0.3486 | 0.9946 | 0.9973 |
279
+ | No log | 91.2 | 456 | 0.9939 | 0.3486 | 0.9939 | 0.9970 |
280
+ | No log | 91.6 | 458 | 0.9933 | 0.3486 | 0.9933 | 0.9967 |
281
+ | No log | 92.0 | 460 | 0.9932 | 0.3473 | 0.9932 | 0.9966 |
282
+ | No log | 92.4 | 462 | 0.9940 | 0.3473 | 0.9940 | 0.9970 |
283
+ | No log | 92.8 | 464 | 0.9961 | 0.3473 | 0.9961 | 0.9980 |
284
+ | No log | 93.2 | 466 | 0.9982 | 0.3601 | 0.9982 | 0.9991 |
285
+ | No log | 93.6 | 468 | 1.0006 | 0.3601 | 1.0006 | 1.0003 |
286
+ | No log | 94.0 | 470 | 1.0030 | 0.3601 | 1.0030 | 1.0015 |
287
+ | No log | 94.4 | 472 | 1.0050 | 0.3601 | 1.0050 | 1.0025 |
288
+ | No log | 94.8 | 474 | 1.0074 | 0.3601 | 1.0074 | 1.0037 |
289
+ | No log | 95.2 | 476 | 1.0102 | 0.3728 | 1.0102 | 1.0051 |
290
+ | No log | 95.6 | 478 | 1.0135 | 0.3849 | 1.0135 | 1.0067 |
291
+ | No log | 96.0 | 480 | 1.0176 | 0.3849 | 1.0176 | 1.0088 |
292
+ | No log | 96.4 | 482 | 1.0195 | 0.3842 | 1.0195 | 1.0097 |
293
+ | No log | 96.8 | 484 | 1.0194 | 0.3842 | 1.0194 | 1.0097 |
294
+ | No log | 97.2 | 486 | 1.0200 | 0.3842 | 1.0200 | 1.0099 |
295
+ | No log | 97.6 | 488 | 1.0196 | 0.3842 | 1.0196 | 1.0097 |
296
+ | No log | 98.0 | 490 | 1.0183 | 0.3842 | 1.0183 | 1.0091 |
297
+ | No log | 98.4 | 492 | 1.0172 | 0.3842 | 1.0172 | 1.0086 |
298
+ | No log | 98.8 | 494 | 1.0160 | 0.3842 | 1.0160 | 1.0080 |
299
+ | No log | 99.2 | 496 | 1.0151 | 0.3842 | 1.0151 | 1.0075 |
300
+ | No log | 99.6 | 498 | 1.0143 | 0.3842 | 1.0143 | 1.0071 |
301
+ | 0.2332 | 100.0 | 500 | 1.0139 | 0.3842 | 1.0139 | 1.0069 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
302
 
303
 
304
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