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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_task5_organization

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Training in progress, step 500

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  1. README.md +511 -265
  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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7412
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- - Qwk: 0.5084
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- - Mse: 0.7412
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- - Rmse: 0.8609
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  ## Model description
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@@ -49,265 +49,511 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0455 | 2 | 4.0871 | -0.0118 | 4.0871 | 2.0217 |
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- | No log | 0.0909 | 4 | 2.1854 | 0.0540 | 2.1854 | 1.4783 |
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- | No log | 0.1364 | 6 | 1.4092 | -0.0078 | 1.4092 | 1.1871 |
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- | No log | 0.1818 | 8 | 1.1243 | 0.2687 | 1.1243 | 1.0603 |
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- | No log | 0.2273 | 10 | 1.0482 | 0.3082 | 1.0482 | 1.0238 |
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- | No log | 0.2727 | 12 | 1.1333 | 0.2004 | 1.1333 | 1.0646 |
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- | No log | 0.3182 | 14 | 1.2519 | 0.0380 | 1.2519 | 1.1189 |
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- | No log | 0.3636 | 16 | 1.1983 | 0.1525 | 1.1983 | 1.0947 |
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- | No log | 0.4091 | 18 | 1.0423 | 0.2758 | 1.0423 | 1.0209 |
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- | No log | 0.4545 | 20 | 1.0229 | 0.2740 | 1.0229 | 1.0114 |
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- | No log | 0.5 | 22 | 1.2381 | 0.2822 | 1.2381 | 1.1127 |
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- | No log | 0.5455 | 24 | 1.0672 | 0.1701 | 1.0672 | 1.0330 |
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- | No log | 0.5909 | 26 | 1.0152 | 0.2619 | 1.0152 | 1.0076 |
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- | No log | 0.6364 | 28 | 1.0192 | 0.2424 | 1.0192 | 1.0096 |
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- | No log | 0.6818 | 30 | 0.9881 | 0.2521 | 0.9881 | 0.9940 |
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- | No log | 0.7273 | 32 | 0.9723 | 0.2521 | 0.9723 | 0.9861 |
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- | No log | 0.7727 | 34 | 0.9700 | 0.2521 | 0.9700 | 0.9849 |
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- | No log | 0.8182 | 36 | 1.0086 | 0.3160 | 1.0086 | 1.0043 |
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- | No log | 0.8636 | 38 | 1.2116 | 0.3015 | 1.2116 | 1.1007 |
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- | No log | 0.9091 | 40 | 1.2477 | 0.2795 | 1.2477 | 1.1170 |
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- | No log | 0.9545 | 42 | 1.0576 | 0.3458 | 1.0576 | 1.0284 |
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- | No log | 1.0 | 44 | 1.0920 | 0.3660 | 1.0920 | 1.0450 |
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- | No log | 1.0455 | 46 | 1.0098 | 0.3835 | 1.0098 | 1.0049 |
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- | No log | 1.0909 | 48 | 0.9713 | 0.1935 | 0.9713 | 0.9856 |
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- | No log | 1.1364 | 50 | 1.0722 | 0.1546 | 1.0722 | 1.0355 |
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- | No log | 1.1818 | 52 | 1.0942 | 0.1341 | 1.0942 | 1.0460 |
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- | No log | 1.2273 | 54 | 1.0569 | 0.1341 | 1.0569 | 1.0281 |
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- | No log | 1.2727 | 56 | 0.9856 | 0.2667 | 0.9856 | 0.9928 |
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- | No log | 1.3182 | 58 | 1.0012 | 0.1706 | 1.0012 | 1.0006 |
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- | No log | 1.3636 | 60 | 1.0562 | 0.2805 | 1.0562 | 1.0277 |
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- | No log | 1.4091 | 62 | 0.9795 | 0.2208 | 0.9795 | 0.9897 |
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- | No log | 1.4545 | 64 | 0.9285 | 0.3095 | 0.9285 | 0.9636 |
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- | No log | 1.5 | 66 | 0.9348 | 0.3194 | 0.9348 | 0.9669 |
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- | No log | 1.5455 | 68 | 0.9374 | 0.3095 | 0.9374 | 0.9682 |
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- | No log | 1.5909 | 70 | 0.9929 | 0.2828 | 0.9929 | 0.9964 |
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- | No log | 1.6364 | 72 | 1.4378 | 0.2942 | 1.4378 | 1.1991 |
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- | No log | 1.6818 | 74 | 1.6816 | 0.2089 | 1.6816 | 1.2968 |
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- | No log | 1.7273 | 76 | 1.2512 | 0.3768 | 1.2512 | 1.1186 |
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- | No log | 1.7727 | 78 | 1.0013 | 0.3262 | 1.0013 | 1.0007 |
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- | No log | 1.8182 | 80 | 0.9547 | 0.2763 | 0.9547 | 0.9771 |
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- | No log | 1.8636 | 82 | 0.9894 | 0.3485 | 0.9894 | 0.9947 |
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- | No log | 1.9091 | 84 | 0.9540 | 0.2716 | 0.9540 | 0.9767 |
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- | No log | 1.9545 | 86 | 0.9407 | 0.3056 | 0.9407 | 0.9699 |
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- | No log | 2.0 | 88 | 0.9418 | 0.3284 | 0.9418 | 0.9704 |
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- | No log | 2.0455 | 90 | 0.9165 | 0.3744 | 0.9165 | 0.9574 |
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- | No log | 2.0909 | 92 | 0.9706 | 0.3537 | 0.9706 | 0.9852 |
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- | No log | 2.1364 | 94 | 1.0376 | 0.3935 | 1.0376 | 1.0186 |
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- | No log | 2.1818 | 96 | 0.9586 | 0.3919 | 0.9586 | 0.9791 |
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- | No log | 2.2273 | 98 | 0.8668 | 0.4774 | 0.8668 | 0.9310 |
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- | No log | 2.2727 | 100 | 1.1064 | 0.3344 | 1.1064 | 1.0518 |
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- | No log | 2.3182 | 102 | 1.2978 | 0.2692 | 1.2978 | 1.1392 |
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- | No log | 2.3636 | 104 | 1.1510 | 0.3007 | 1.1510 | 1.0728 |
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- | No log | 2.4091 | 106 | 0.9279 | 0.3045 | 0.9279 | 0.9633 |
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- | No log | 2.4545 | 108 | 0.8239 | 0.3981 | 0.8239 | 0.9077 |
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- | No log | 2.5 | 110 | 0.7848 | 0.4388 | 0.7848 | 0.8859 |
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- | No log | 2.5455 | 112 | 0.8034 | 0.5622 | 0.8034 | 0.8964 |
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- | No log | 2.5909 | 114 | 0.8273 | 0.5026 | 0.8273 | 0.9095 |
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- | No log | 2.6364 | 116 | 0.8754 | 0.4907 | 0.8754 | 0.9357 |
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- | No log | 2.6818 | 118 | 0.8496 | 0.5356 | 0.8496 | 0.9217 |
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- | No log | 2.7273 | 120 | 1.0117 | 0.4693 | 1.0117 | 1.0058 |
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- | No log | 2.7727 | 122 | 1.3112 | 0.3474 | 1.3112 | 1.1451 |
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- | No log | 2.8182 | 124 | 1.2507 | 0.3390 | 1.2507 | 1.1184 |
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- | No log | 2.8636 | 126 | 1.2100 | 0.3571 | 1.2100 | 1.1000 |
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- | No log | 2.9091 | 128 | 1.0723 | 0.4359 | 1.0723 | 1.0355 |
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- | No log | 2.9545 | 130 | 0.9051 | 0.4921 | 0.9051 | 0.9514 |
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- | No log | 3.0 | 132 | 0.7856 | 0.5023 | 0.7856 | 0.8863 |
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- | No log | 3.0455 | 134 | 0.7895 | 0.4842 | 0.7895 | 0.8885 |
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- | No log | 3.0909 | 136 | 0.7812 | 0.5139 | 0.7812 | 0.8839 |
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- | No log | 3.1364 | 138 | 0.8895 | 0.5019 | 0.8895 | 0.9431 |
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- | No log | 3.1818 | 140 | 1.0183 | 0.4480 | 1.0183 | 1.0091 |
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- | No log | 3.2273 | 142 | 1.0127 | 0.4381 | 1.0127 | 1.0063 |
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- | No log | 3.2727 | 144 | 0.9174 | 0.4581 | 0.9174 | 0.9578 |
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- | No log | 3.3182 | 146 | 0.7867 | 0.5626 | 0.7867 | 0.8870 |
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- | No log | 3.3636 | 148 | 0.7378 | 0.6087 | 0.7378 | 0.8589 |
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- | No log | 3.4091 | 150 | 0.7234 | 0.6233 | 0.7234 | 0.8505 |
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- | No log | 3.4545 | 152 | 0.7734 | 0.5895 | 0.7734 | 0.8794 |
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- | No log | 3.5 | 154 | 0.8069 | 0.5888 | 0.8069 | 0.8983 |
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- | No log | 3.5455 | 156 | 0.7243 | 0.5882 | 0.7243 | 0.8511 |
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- | No log | 3.5909 | 158 | 0.7368 | 0.5299 | 0.7368 | 0.8584 |
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- | No log | 3.6364 | 160 | 0.8683 | 0.5262 | 0.8683 | 0.9318 |
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- | No log | 3.6818 | 162 | 0.7469 | 0.5729 | 0.7469 | 0.8642 |
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- | No log | 3.7273 | 164 | 0.6450 | 0.6187 | 0.6450 | 0.8031 |
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- | No log | 3.7727 | 166 | 0.7021 | 0.5788 | 0.7021 | 0.8379 |
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- | No log | 3.8182 | 168 | 0.6588 | 0.6282 | 0.6588 | 0.8117 |
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- | No log | 3.8636 | 170 | 0.6969 | 0.5799 | 0.6969 | 0.8348 |
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- | No log | 3.9091 | 172 | 0.7587 | 0.5470 | 0.7587 | 0.8710 |
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- | No log | 3.9545 | 174 | 0.7058 | 0.5470 | 0.7058 | 0.8401 |
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- | No log | 4.0 | 176 | 0.6716 | 0.6003 | 0.6716 | 0.8195 |
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- | No log | 4.0455 | 178 | 0.7211 | 0.5516 | 0.7211 | 0.8492 |
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- | No log | 4.0909 | 180 | 0.7292 | 0.5380 | 0.7292 | 0.8539 |
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- | No log | 4.1364 | 182 | 0.7264 | 0.5330 | 0.7264 | 0.8523 |
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- | No log | 4.1818 | 184 | 0.7397 | 0.5330 | 0.7397 | 0.8601 |
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- | No log | 4.2273 | 186 | 0.7807 | 0.5380 | 0.7807 | 0.8836 |
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- | No log | 4.2727 | 188 | 0.9472 | 0.5428 | 0.9472 | 0.9733 |
146
- | No log | 4.3182 | 190 | 0.9133 | 0.5428 | 0.9133 | 0.9557 |
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- | No log | 4.3636 | 192 | 0.7958 | 0.5511 | 0.7958 | 0.8921 |
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- | No log | 4.4091 | 194 | 0.8260 | 0.5074 | 0.8260 | 0.9088 |
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- | No log | 4.4545 | 196 | 0.8031 | 0.5682 | 0.8031 | 0.8962 |
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- | No log | 4.5 | 198 | 0.8692 | 0.5254 | 0.8692 | 0.9323 |
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- | No log | 4.5455 | 200 | 1.1105 | 0.4273 | 1.1105 | 1.0538 |
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- | No log | 4.5909 | 202 | 1.1274 | 0.4087 | 1.1274 | 1.0618 |
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- | No log | 4.6364 | 204 | 0.9328 | 0.5208 | 0.9328 | 0.9658 |
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- | No log | 4.6818 | 206 | 0.7852 | 0.5455 | 0.7852 | 0.8861 |
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- | No log | 4.7273 | 208 | 0.7778 | 0.5455 | 0.7778 | 0.8819 |
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- | No log | 4.7727 | 210 | 0.8144 | 0.5150 | 0.8144 | 0.9025 |
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- | No log | 4.8182 | 212 | 0.8889 | 0.5458 | 0.8889 | 0.9428 |
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- | No log | 4.8636 | 214 | 0.8690 | 0.5443 | 0.8690 | 0.9322 |
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- | No log | 4.9091 | 216 | 0.7747 | 0.5842 | 0.7747 | 0.8802 |
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- | No log | 4.9545 | 218 | 0.7854 | 0.5372 | 0.7854 | 0.8862 |
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- | No log | 5.0 | 220 | 0.8144 | 0.4222 | 0.8144 | 0.9024 |
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- | No log | 5.0455 | 222 | 0.7937 | 0.4329 | 0.7937 | 0.8909 |
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- | No log | 5.0909 | 224 | 0.7974 | 0.3818 | 0.7974 | 0.8930 |
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- | No log | 5.1364 | 226 | 0.7974 | 0.4208 | 0.7974 | 0.8930 |
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- | No log | 5.1818 | 228 | 0.8022 | 0.4733 | 0.8022 | 0.8957 |
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- | No log | 5.2273 | 230 | 0.7894 | 0.5382 | 0.7894 | 0.8885 |
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- | No log | 5.2727 | 232 | 0.7733 | 0.5586 | 0.7733 | 0.8794 |
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- | No log | 5.3182 | 234 | 0.9371 | 0.5 | 0.9371 | 0.9681 |
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- | No log | 5.3636 | 236 | 0.9945 | 0.4894 | 0.9945 | 0.9973 |
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- | No log | 5.4091 | 238 | 0.8956 | 0.4920 | 0.8956 | 0.9464 |
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- | No log | 5.4545 | 240 | 0.8880 | 0.5032 | 0.8880 | 0.9423 |
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- | No log | 5.5 | 242 | 0.7801 | 0.5168 | 0.7801 | 0.8833 |
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- | No log | 5.5455 | 244 | 0.7501 | 0.5603 | 0.7501 | 0.8661 |
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- | No log | 5.5909 | 246 | 0.7858 | 0.5469 | 0.7858 | 0.8865 |
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- | No log | 5.6364 | 248 | 0.9062 | 0.5098 | 0.9062 | 0.9519 |
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- | No log | 5.6818 | 250 | 0.8434 | 0.5527 | 0.8434 | 0.9184 |
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- | No log | 5.7273 | 252 | 0.7528 | 0.6026 | 0.7528 | 0.8676 |
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- | No log | 5.7727 | 254 | 0.7248 | 0.5982 | 0.7248 | 0.8513 |
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- | No log | 5.8182 | 256 | 0.7722 | 0.5756 | 0.7722 | 0.8787 |
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- | No log | 5.8636 | 258 | 0.9279 | 0.4898 | 0.9279 | 0.9633 |
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- | No log | 5.9091 | 260 | 0.8954 | 0.5428 | 0.8954 | 0.9463 |
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- | No log | 5.9545 | 262 | 0.7714 | 0.5708 | 0.7714 | 0.8783 |
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- | No log | 6.0 | 264 | 0.7678 | 0.5666 | 0.7678 | 0.8763 |
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- | No log | 6.0455 | 266 | 0.8094 | 0.5654 | 0.8094 | 0.8997 |
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- | No log | 6.0909 | 268 | 0.8026 | 0.4981 | 0.8026 | 0.8959 |
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- | No log | 6.1364 | 270 | 0.8050 | 0.4981 | 0.8050 | 0.8972 |
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- | No log | 6.1818 | 272 | 0.8136 | 0.5763 | 0.8136 | 0.9020 |
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- | No log | 6.2273 | 274 | 0.7999 | 0.5397 | 0.7999 | 0.8944 |
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- | No log | 6.2727 | 276 | 0.8410 | 0.5210 | 0.8410 | 0.9171 |
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- | No log | 6.3182 | 278 | 0.8267 | 0.5516 | 0.8267 | 0.9092 |
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- | No log | 6.3636 | 280 | 0.7679 | 0.5607 | 0.7679 | 0.8763 |
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- | No log | 6.4091 | 282 | 0.7803 | 0.5494 | 0.7803 | 0.8833 |
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- | No log | 6.4545 | 284 | 0.7779 | 0.5626 | 0.7779 | 0.8820 |
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- | No log | 6.5 | 286 | 0.7811 | 0.5410 | 0.7811 | 0.8838 |
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- | No log | 6.5455 | 288 | 0.8437 | 0.5222 | 0.8437 | 0.9185 |
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- | No log | 6.5909 | 290 | 0.8013 | 0.5042 | 0.8013 | 0.8951 |
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- | No log | 6.6364 | 292 | 0.7595 | 0.5877 | 0.7595 | 0.8715 |
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- | No log | 6.6818 | 294 | 0.7785 | 0.5517 | 0.7785 | 0.8823 |
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- | No log | 6.7273 | 296 | 0.8960 | 0.5118 | 0.8960 | 0.9466 |
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- | No log | 6.7727 | 298 | 0.9580 | 0.5198 | 0.9580 | 0.9788 |
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- | No log | 6.8182 | 300 | 0.9078 | 0.5118 | 0.9078 | 0.9528 |
202
- | No log | 6.8636 | 302 | 0.8138 | 0.5719 | 0.8138 | 0.9021 |
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- | No log | 6.9091 | 304 | 0.7848 | 0.4513 | 0.7848 | 0.8859 |
204
- | No log | 6.9545 | 306 | 0.7834 | 0.4513 | 0.7834 | 0.8851 |
205
- | No log | 7.0 | 308 | 0.7918 | 0.5390 | 0.7918 | 0.8898 |
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- | No log | 7.0455 | 310 | 0.9300 | 0.5307 | 0.9300 | 0.9643 |
207
- | No log | 7.0909 | 312 | 0.9866 | 0.5186 | 0.9866 | 0.9933 |
208
- | No log | 7.1364 | 314 | 0.8549 | 0.5854 | 0.8549 | 0.9246 |
209
- | No log | 7.1818 | 316 | 0.7352 | 0.5699 | 0.7352 | 0.8575 |
210
- | No log | 7.2273 | 318 | 0.7299 | 0.5699 | 0.7299 | 0.8543 |
211
- | No log | 7.2727 | 320 | 0.8488 | 0.5318 | 0.8488 | 0.9213 |
212
- | No log | 7.3182 | 322 | 0.9578 | 0.5272 | 0.9578 | 0.9787 |
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- | No log | 7.3636 | 324 | 0.9708 | 0.5376 | 0.9708 | 0.9853 |
214
- | No log | 7.4091 | 326 | 0.7728 | 0.5934 | 0.7728 | 0.8791 |
215
- | No log | 7.4545 | 328 | 0.7136 | 0.5507 | 0.7136 | 0.8448 |
216
- | No log | 7.5 | 330 | 0.7333 | 0.4772 | 0.7333 | 0.8563 |
217
- | No log | 7.5455 | 332 | 0.7163 | 0.5985 | 0.7163 | 0.8464 |
218
- | No log | 7.5909 | 334 | 0.7296 | 0.5719 | 0.7296 | 0.8542 |
219
- | No log | 7.6364 | 336 | 0.7308 | 0.5905 | 0.7308 | 0.8549 |
220
- | No log | 7.6818 | 338 | 0.7275 | 0.5603 | 0.7275 | 0.8529 |
221
- | No log | 7.7273 | 340 | 0.7631 | 0.5983 | 0.7631 | 0.8736 |
222
- | No log | 7.7727 | 342 | 0.7636 | 0.5679 | 0.7636 | 0.8739 |
223
- | No log | 7.8182 | 344 | 0.7885 | 0.5584 | 0.7885 | 0.8880 |
224
- | No log | 7.8636 | 346 | 0.7601 | 0.4726 | 0.7601 | 0.8719 |
225
- | No log | 7.9091 | 348 | 0.7708 | 0.4216 | 0.7708 | 0.8779 |
226
- | No log | 7.9545 | 350 | 0.8107 | 0.5279 | 0.8107 | 0.9004 |
227
- | No log | 8.0 | 352 | 0.8038 | 0.5491 | 0.8038 | 0.8966 |
228
- | No log | 8.0455 | 354 | 0.7677 | 0.5588 | 0.7677 | 0.8762 |
229
- | No log | 8.0909 | 356 | 0.7583 | 0.5588 | 0.7583 | 0.8708 |
230
- | No log | 8.1364 | 358 | 0.8274 | 0.6035 | 0.8274 | 0.9096 |
231
- | No log | 8.1818 | 360 | 0.8416 | 0.5844 | 0.8416 | 0.9174 |
232
- | No log | 8.2273 | 362 | 0.8380 | 0.5756 | 0.8380 | 0.9154 |
233
- | No log | 8.2727 | 364 | 0.7941 | 0.5491 | 0.7941 | 0.8911 |
234
- | No log | 8.3182 | 366 | 0.7811 | 0.5491 | 0.7811 | 0.8838 |
235
- | No log | 8.3636 | 368 | 0.7681 | 0.5675 | 0.7681 | 0.8764 |
236
- | No log | 8.4091 | 370 | 0.7847 | 0.5655 | 0.7847 | 0.8858 |
237
- | No log | 8.4545 | 372 | 0.7595 | 0.5675 | 0.7595 | 0.8715 |
238
- | No log | 8.5 | 374 | 0.6899 | 0.3960 | 0.6899 | 0.8306 |
239
- | No log | 8.5455 | 376 | 0.7238 | 0.4285 | 0.7238 | 0.8507 |
240
- | No log | 8.5909 | 378 | 0.7302 | 0.4365 | 0.7302 | 0.8545 |
241
- | No log | 8.6364 | 380 | 0.7605 | 0.4309 | 0.7605 | 0.8721 |
242
- | No log | 8.6818 | 382 | 0.8672 | 0.5143 | 0.8672 | 0.9312 |
243
- | No log | 8.7273 | 384 | 0.8751 | 0.5143 | 0.8751 | 0.9355 |
244
- | No log | 8.7727 | 386 | 0.7990 | 0.5403 | 0.7990 | 0.8939 |
245
- | No log | 8.8182 | 388 | 0.7469 | 0.5065 | 0.7469 | 0.8642 |
246
- | No log | 8.8636 | 390 | 0.7796 | 0.5509 | 0.7796 | 0.8830 |
247
- | No log | 8.9091 | 392 | 0.8612 | 0.5431 | 0.8612 | 0.9280 |
248
- | No log | 8.9545 | 394 | 0.8145 | 0.5854 | 0.8145 | 0.9025 |
249
- | No log | 9.0 | 396 | 0.7307 | 0.5905 | 0.7307 | 0.8548 |
250
- | No log | 9.0455 | 398 | 0.7213 | 0.5458 | 0.7213 | 0.8493 |
251
- | No log | 9.0909 | 400 | 0.7136 | 0.5621 | 0.7136 | 0.8448 |
252
- | No log | 9.1364 | 402 | 0.7409 | 0.5699 | 0.7409 | 0.8608 |
253
- | No log | 9.1818 | 404 | 0.7828 | 0.5877 | 0.7828 | 0.8847 |
254
- | No log | 9.2273 | 406 | 0.7640 | 0.5688 | 0.7640 | 0.8741 |
255
- | No log | 9.2727 | 408 | 0.7237 | 0.4794 | 0.7237 | 0.8507 |
256
- | No log | 9.3182 | 410 | 0.7461 | 0.5536 | 0.7461 | 0.8638 |
257
- | No log | 9.3636 | 412 | 0.7532 | 0.4761 | 0.7532 | 0.8678 |
258
- | No log | 9.4091 | 414 | 0.7553 | 0.4537 | 0.7553 | 0.8691 |
259
- | No log | 9.4545 | 416 | 0.7849 | 0.4413 | 0.7849 | 0.8859 |
260
- | No log | 9.5 | 418 | 0.7782 | 0.3760 | 0.7782 | 0.8821 |
261
- | No log | 9.5455 | 420 | 0.7790 | 0.3933 | 0.7790 | 0.8826 |
262
- | No log | 9.5909 | 422 | 0.7828 | 0.4145 | 0.7828 | 0.8848 |
263
- | No log | 9.6364 | 424 | 0.7787 | 0.4865 | 0.7787 | 0.8825 |
264
- | No log | 9.6818 | 426 | 0.7700 | 0.5809 | 0.7700 | 0.8775 |
265
- | No log | 9.7273 | 428 | 0.7534 | 0.5797 | 0.7534 | 0.8680 |
266
- | No log | 9.7727 | 430 | 0.7454 | 0.5915 | 0.7454 | 0.8633 |
267
- | No log | 9.8182 | 432 | 0.7477 | 0.5819 | 0.7477 | 0.8647 |
268
- | No log | 9.8636 | 434 | 0.7506 | 0.5809 | 0.7506 | 0.8664 |
269
- | No log | 9.9091 | 436 | 0.7764 | 0.5728 | 0.7764 | 0.8812 |
270
- | No log | 9.9545 | 438 | 0.7535 | 0.5718 | 0.7535 | 0.8680 |
271
- | No log | 10.0 | 440 | 0.7544 | 0.5707 | 0.7544 | 0.8686 |
272
- | No log | 10.0455 | 442 | 0.7785 | 0.6089 | 0.7785 | 0.8823 |
273
- | No log | 10.0909 | 444 | 0.7907 | 0.6035 | 0.7907 | 0.8892 |
274
- | No log | 10.1364 | 446 | 0.7731 | 0.6045 | 0.7731 | 0.8793 |
275
- | No log | 10.1818 | 448 | 0.7201 | 0.6064 | 0.7201 | 0.8486 |
276
- | No log | 10.2273 | 450 | 0.7174 | 0.5618 | 0.7174 | 0.8470 |
277
- | No log | 10.2727 | 452 | 0.7558 | 0.6045 | 0.7558 | 0.8694 |
278
- | No log | 10.3182 | 454 | 0.7817 | 0.6061 | 0.7817 | 0.8841 |
279
- | No log | 10.3636 | 456 | 0.7566 | 0.5728 | 0.7566 | 0.8698 |
280
- | No log | 10.4091 | 458 | 0.7939 | 0.5591 | 0.7939 | 0.8910 |
281
- | No log | 10.4545 | 460 | 0.8890 | 0.5447 | 0.8890 | 0.9429 |
282
- | No log | 10.5 | 462 | 0.8475 | 0.5372 | 0.8475 | 0.9206 |
283
- | No log | 10.5455 | 464 | 0.7533 | 0.4417 | 0.7533 | 0.8679 |
284
- | No log | 10.5909 | 466 | 0.7810 | 0.4212 | 0.7810 | 0.8837 |
285
- | No log | 10.6364 | 468 | 0.7739 | 0.4505 | 0.7739 | 0.8797 |
286
- | No log | 10.6818 | 470 | 0.7965 | 0.5498 | 0.7965 | 0.8924 |
287
- | No log | 10.7273 | 472 | 0.9122 | 0.5230 | 0.9122 | 0.9551 |
288
- | No log | 10.7727 | 474 | 0.8908 | 0.5561 | 0.8908 | 0.9438 |
289
- | No log | 10.8182 | 476 | 0.7990 | 0.5400 | 0.7990 | 0.8939 |
290
- | No log | 10.8636 | 478 | 0.7829 | 0.3293 | 0.7829 | 0.8848 |
291
- | No log | 10.9091 | 480 | 0.7993 | 0.3799 | 0.7993 | 0.8940 |
292
- | No log | 10.9545 | 482 | 0.8616 | 0.5387 | 0.8616 | 0.9282 |
293
- | No log | 11.0 | 484 | 1.0089 | 0.4771 | 1.0089 | 1.0045 |
294
- | No log | 11.0455 | 486 | 1.0308 | 0.4987 | 1.0308 | 1.0153 |
295
- | No log | 11.0909 | 488 | 0.9138 | 0.4907 | 0.9138 | 0.9559 |
296
- | No log | 11.1364 | 490 | 0.7811 | 0.5056 | 0.7811 | 0.8838 |
297
- | No log | 11.1818 | 492 | 0.7546 | 0.4726 | 0.7546 | 0.8687 |
298
- | No log | 11.2273 | 494 | 0.7794 | 0.5728 | 0.7794 | 0.8828 |
299
- | No log | 11.2727 | 496 | 0.8577 | 0.5372 | 0.8577 | 0.9261 |
300
- | No log | 11.3182 | 498 | 0.8846 | 0.4787 | 0.8846 | 0.9405 |
301
- | 0.3347 | 11.3636 | 500 | 0.8391 | 0.5591 | 0.8391 | 0.9160 |
302
- | 0.3347 | 11.4091 | 502 | 0.7834 | 0.5516 | 0.7834 | 0.8851 |
303
- | 0.3347 | 11.4545 | 504 | 0.7442 | 0.5002 | 0.7442 | 0.8627 |
304
- | 0.3347 | 11.5 | 506 | 0.7411 | 0.5226 | 0.7411 | 0.8609 |
305
- | 0.3347 | 11.5455 | 508 | 0.7543 | 0.5729 | 0.7543 | 0.8685 |
306
- | 0.3347 | 11.5909 | 510 | 0.7557 | 0.5516 | 0.7557 | 0.8693 |
307
- | 0.3347 | 11.6364 | 512 | 0.7621 | 0.5305 | 0.7621 | 0.8730 |
308
- | 0.3347 | 11.6818 | 514 | 0.7833 | 0.5521 | 0.7833 | 0.8850 |
309
- | 0.3347 | 11.7273 | 516 | 0.7615 | 0.5084 | 0.7615 | 0.8727 |
310
- | 0.3347 | 11.7727 | 518 | 0.7412 | 0.5084 | 0.7412 | 0.8609 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
311
 
312
 
313
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.9571
19
+ - Qwk: 0.3551
20
+ - Mse: 0.9571
21
+ - Rmse: 0.9783
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0556 | 2 | 4.1482 | -0.0133 | 4.1482 | 2.0367 |
53
+ | No log | 0.1111 | 4 | 2.3900 | -0.0372 | 2.3900 | 1.5460 |
54
+ | No log | 0.1667 | 6 | 1.6321 | -0.1000 | 1.6321 | 1.2775 |
55
+ | No log | 0.2222 | 8 | 1.2925 | 0.1125 | 1.2925 | 1.1369 |
56
+ | No log | 0.2778 | 10 | 1.4202 | -0.0618 | 1.4202 | 1.1917 |
57
+ | No log | 0.3333 | 12 | 1.3686 | -0.0747 | 1.3686 | 1.1699 |
58
+ | No log | 0.3889 | 14 | 1.3418 | -0.0147 | 1.3418 | 1.1584 |
59
+ | No log | 0.4444 | 16 | 1.2946 | 0.0088 | 1.2946 | 1.1378 |
60
+ | No log | 0.5 | 18 | 1.3494 | 0.0642 | 1.3494 | 1.1616 |
61
+ | No log | 0.5556 | 20 | 1.1756 | 0.1603 | 1.1756 | 1.0842 |
62
+ | No log | 0.6111 | 22 | 1.1435 | 0.2074 | 1.1435 | 1.0693 |
63
+ | No log | 0.6667 | 24 | 1.2040 | 0.1618 | 1.2040 | 1.0973 |
64
+ | No log | 0.7222 | 26 | 1.4881 | 0.2010 | 1.4881 | 1.2199 |
65
+ | No log | 0.7778 | 28 | 1.2780 | 0.1512 | 1.2780 | 1.1305 |
66
+ | No log | 0.8333 | 30 | 0.9568 | 0.2351 | 0.9568 | 0.9781 |
67
+ | No log | 0.8889 | 32 | 0.9848 | 0.2350 | 0.9848 | 0.9924 |
68
+ | No log | 0.9444 | 34 | 0.9505 | 0.2031 | 0.9505 | 0.9749 |
69
+ | No log | 1.0 | 36 | 1.0026 | 0.2343 | 1.0026 | 1.0013 |
70
+ | No log | 1.0556 | 38 | 1.1823 | 0.1142 | 1.1823 | 1.0873 |
71
+ | No log | 1.1111 | 40 | 1.3166 | 0.1140 | 1.3166 | 1.1474 |
72
+ | No log | 1.1667 | 42 | 1.3353 | 0.2511 | 1.3353 | 1.1555 |
73
+ | No log | 1.2222 | 44 | 1.0442 | 0.2800 | 1.0442 | 1.0219 |
74
+ | No log | 1.2778 | 46 | 0.8988 | 0.3493 | 0.8988 | 0.9481 |
75
+ | No log | 1.3333 | 48 | 0.9440 | 0.3842 | 0.9440 | 0.9716 |
76
+ | No log | 1.3889 | 50 | 0.8988 | 0.3335 | 0.8988 | 0.9480 |
77
+ | No log | 1.4444 | 52 | 1.2295 | 0.3286 | 1.2295 | 1.1088 |
78
+ | No log | 1.5 | 54 | 1.9058 | 0.1694 | 1.9058 | 1.3805 |
79
+ | No log | 1.5556 | 56 | 2.0846 | 0.1155 | 2.0846 | 1.4438 |
80
+ | No log | 1.6111 | 58 | 1.6739 | 0.2600 | 1.6739 | 1.2938 |
81
+ | No log | 1.6667 | 60 | 1.0721 | 0.2885 | 1.0721 | 1.0354 |
82
+ | No log | 1.7222 | 62 | 0.9297 | 0.2865 | 0.9297 | 0.9642 |
83
+ | No log | 1.7778 | 64 | 0.9510 | 0.3652 | 0.9510 | 0.9752 |
84
+ | No log | 1.8333 | 66 | 0.9426 | 0.3323 | 0.9426 | 0.9709 |
85
+ | No log | 1.8889 | 68 | 1.0086 | 0.2343 | 1.0086 | 1.0043 |
86
+ | No log | 1.9444 | 70 | 1.0479 | 0.1711 | 1.0479 | 1.0237 |
87
+ | No log | 2.0 | 72 | 0.9943 | 0.2343 | 0.9943 | 0.9971 |
88
+ | No log | 2.0556 | 74 | 0.9135 | 0.2956 | 0.9135 | 0.9558 |
89
+ | No log | 2.1111 | 76 | 0.9146 | 0.3236 | 0.9146 | 0.9563 |
90
+ | No log | 2.1667 | 78 | 0.9155 | 0.3465 | 0.9155 | 0.9568 |
91
+ | No log | 2.2222 | 80 | 0.9855 | 0.4502 | 0.9855 | 0.9927 |
92
+ | No log | 2.2778 | 82 | 1.2300 | 0.3400 | 1.2300 | 1.1091 |
93
+ | No log | 2.3333 | 84 | 1.1920 | 0.3492 | 1.1920 | 1.0918 |
94
+ | No log | 2.3889 | 86 | 0.9444 | 0.4889 | 0.9444 | 0.9718 |
95
+ | No log | 2.4444 | 88 | 0.8677 | 0.4449 | 0.8677 | 0.9315 |
96
+ | No log | 2.5 | 90 | 0.8597 | 0.4076 | 0.8597 | 0.9272 |
97
+ | No log | 2.5556 | 92 | 0.8776 | 0.4252 | 0.8776 | 0.9368 |
98
+ | No log | 2.6111 | 94 | 0.9249 | 0.4513 | 0.9249 | 0.9617 |
99
+ | No log | 2.6667 | 96 | 0.8778 | 0.3953 | 0.8778 | 0.9369 |
100
+ | No log | 2.7222 | 98 | 0.8301 | 0.4373 | 0.8301 | 0.9111 |
101
+ | No log | 2.7778 | 100 | 0.8490 | 0.3089 | 0.8490 | 0.9214 |
102
+ | No log | 2.8333 | 102 | 0.8710 | 0.3236 | 0.8710 | 0.9333 |
103
+ | No log | 2.8889 | 104 | 0.8753 | 0.3112 | 0.8753 | 0.9356 |
104
+ | No log | 2.9444 | 106 | 0.8859 | 0.3981 | 0.8859 | 0.9412 |
105
+ | No log | 3.0 | 108 | 0.8784 | 0.3134 | 0.8784 | 0.9372 |
106
+ | No log | 3.0556 | 110 | 0.8906 | 0.2671 | 0.8906 | 0.9437 |
107
+ | No log | 3.1111 | 112 | 0.9276 | 0.3862 | 0.9276 | 0.9631 |
108
+ | No log | 3.1667 | 114 | 0.9000 | 0.3684 | 0.9000 | 0.9487 |
109
+ | No log | 3.2222 | 116 | 0.8780 | 0.4434 | 0.8780 | 0.9370 |
110
+ | No log | 3.2778 | 118 | 0.8807 | 0.4912 | 0.8807 | 0.9385 |
111
+ | No log | 3.3333 | 120 | 0.8718 | 0.4647 | 0.8718 | 0.9337 |
112
+ | No log | 3.3889 | 122 | 0.9458 | 0.4356 | 0.9458 | 0.9725 |
113
+ | No log | 3.4444 | 124 | 0.9256 | 0.4342 | 0.9256 | 0.9621 |
114
+ | No log | 3.5 | 126 | 0.8437 | 0.4522 | 0.8437 | 0.9186 |
115
+ | No log | 3.5556 | 128 | 0.8326 | 0.5068 | 0.8326 | 0.9125 |
116
+ | No log | 3.6111 | 130 | 0.8813 | 0.5323 | 0.8813 | 0.9388 |
117
+ | No log | 3.6667 | 132 | 0.7940 | 0.5490 | 0.7940 | 0.8910 |
118
+ | No log | 3.7222 | 134 | 0.7679 | 0.4923 | 0.7679 | 0.8763 |
119
+ | No log | 3.7778 | 136 | 0.7960 | 0.4306 | 0.7960 | 0.8922 |
120
+ | No log | 3.8333 | 138 | 0.8704 | 0.4397 | 0.8704 | 0.9329 |
121
+ | No log | 3.8889 | 140 | 0.8183 | 0.4635 | 0.8183 | 0.9046 |
122
+ | No log | 3.9444 | 142 | 0.8229 | 0.5065 | 0.8229 | 0.9071 |
123
+ | No log | 4.0 | 144 | 0.9851 | 0.5423 | 0.9851 | 0.9925 |
124
+ | No log | 4.0556 | 146 | 0.9337 | 0.5106 | 0.9337 | 0.9663 |
125
+ | No log | 4.1111 | 148 | 0.8406 | 0.4819 | 0.8406 | 0.9168 |
126
+ | No log | 4.1667 | 150 | 0.9056 | 0.4510 | 0.9056 | 0.9516 |
127
+ | No log | 4.2222 | 152 | 1.0213 | 0.3880 | 1.0213 | 1.0106 |
128
+ | No log | 4.2778 | 154 | 0.9493 | 0.4573 | 0.9493 | 0.9743 |
129
+ | No log | 4.3333 | 156 | 0.8352 | 0.4344 | 0.8352 | 0.9139 |
130
+ | No log | 4.3889 | 158 | 0.8736 | 0.4065 | 0.8736 | 0.9347 |
131
+ | No log | 4.4444 | 160 | 0.8908 | 0.4816 | 0.8908 | 0.9438 |
132
+ | No log | 4.5 | 162 | 0.8896 | 0.4378 | 0.8896 | 0.9432 |
133
+ | No log | 4.5556 | 164 | 1.0622 | 0.4055 | 1.0622 | 1.0307 |
134
+ | No log | 4.6111 | 166 | 1.1843 | 0.3606 | 1.1843 | 1.0883 |
135
+ | No log | 4.6667 | 168 | 1.1101 | 0.4055 | 1.1101 | 1.0536 |
136
+ | No log | 4.7222 | 170 | 0.9572 | 0.4139 | 0.9572 | 0.9784 |
137
+ | No log | 4.7778 | 172 | 0.8750 | 0.3263 | 0.8750 | 0.9354 |
138
+ | No log | 4.8333 | 174 | 0.9109 | 0.4721 | 0.9109 | 0.9544 |
139
+ | No log | 4.8889 | 176 | 0.9136 | 0.4721 | 0.9136 | 0.9558 |
140
+ | No log | 4.9444 | 178 | 0.8810 | 0.4093 | 0.8810 | 0.9386 |
141
+ | No log | 5.0 | 180 | 0.8680 | 0.3744 | 0.8680 | 0.9316 |
142
+ | No log | 5.0556 | 182 | 0.8853 | 0.4123 | 0.8853 | 0.9409 |
143
+ | No log | 5.1111 | 184 | 0.9129 | 0.4466 | 0.9129 | 0.9554 |
144
+ | No log | 5.1667 | 186 | 0.9786 | 0.4071 | 0.9786 | 0.9892 |
145
+ | No log | 5.2222 | 188 | 0.9906 | 0.4570 | 0.9906 | 0.9953 |
146
+ | No log | 5.2778 | 190 | 0.9573 | 0.4357 | 0.9573 | 0.9784 |
147
+ | No log | 5.3333 | 192 | 0.9115 | 0.4373 | 0.9115 | 0.9547 |
148
+ | No log | 5.3889 | 194 | 0.8898 | 0.4305 | 0.8898 | 0.9433 |
149
+ | No log | 5.4444 | 196 | 0.8887 | 0.3823 | 0.8887 | 0.9427 |
150
+ | No log | 5.5 | 198 | 0.8889 | 0.3788 | 0.8889 | 0.9428 |
151
+ | No log | 5.5556 | 200 | 0.9124 | 0.4935 | 0.9124 | 0.9552 |
152
+ | No log | 5.6111 | 202 | 0.8959 | 0.4935 | 0.8959 | 0.9465 |
153
+ | No log | 5.6667 | 204 | 0.8652 | 0.4257 | 0.8652 | 0.9302 |
154
+ | No log | 5.7222 | 206 | 0.9285 | 0.4935 | 0.9285 | 0.9636 |
155
+ | No log | 5.7778 | 208 | 0.9000 | 0.4940 | 0.9000 | 0.9487 |
156
+ | No log | 5.8333 | 210 | 0.8120 | 0.4158 | 0.8120 | 0.9011 |
157
+ | No log | 5.8889 | 212 | 0.7966 | 0.5054 | 0.7966 | 0.8925 |
158
+ | No log | 5.9444 | 214 | 0.7993 | 0.4841 | 0.7993 | 0.8940 |
159
+ | No log | 6.0 | 216 | 0.7981 | 0.4279 | 0.7981 | 0.8934 |
160
+ | No log | 6.0556 | 218 | 0.8536 | 0.4141 | 0.8536 | 0.9239 |
161
+ | No log | 6.1111 | 220 | 0.9181 | 0.3706 | 0.9181 | 0.9582 |
162
+ | No log | 6.1667 | 222 | 0.9234 | 0.3747 | 0.9234 | 0.9609 |
163
+ | No log | 6.2222 | 224 | 0.9618 | 0.3404 | 0.9618 | 0.9807 |
164
+ | No log | 6.2778 | 226 | 0.9504 | 0.3515 | 0.9504 | 0.9749 |
165
+ | No log | 6.3333 | 228 | 0.9355 | 0.3151 | 0.9355 | 0.9672 |
166
+ | No log | 6.3889 | 230 | 0.9407 | 0.3151 | 0.9407 | 0.9699 |
167
+ | No log | 6.4444 | 232 | 0.9070 | 0.3465 | 0.9070 | 0.9524 |
168
+ | No log | 6.5 | 234 | 0.8985 | 0.3878 | 0.8985 | 0.9479 |
169
+ | No log | 6.5556 | 236 | 0.9129 | 0.3089 | 0.9129 | 0.9554 |
170
+ | No log | 6.6111 | 238 | 0.9466 | 0.2942 | 0.9466 | 0.9729 |
171
+ | No log | 6.6667 | 240 | 0.9689 | 0.3569 | 0.9689 | 0.9843 |
172
+ | No log | 6.7222 | 242 | 0.9494 | 0.3107 | 0.9494 | 0.9744 |
173
+ | No log | 6.7778 | 244 | 0.9116 | 0.3089 | 0.9116 | 0.9548 |
174
+ | No log | 6.8333 | 246 | 0.9038 | 0.3536 | 0.9038 | 0.9507 |
175
+ | No log | 6.8889 | 248 | 0.9058 | 0.3994 | 0.9058 | 0.9517 |
176
+ | No log | 6.9444 | 250 | 0.9294 | 0.3682 | 0.9294 | 0.9641 |
177
+ | No log | 7.0 | 252 | 0.9853 | 0.4357 | 0.9853 | 0.9926 |
178
+ | No log | 7.0556 | 254 | 0.9751 | 0.4357 | 0.9751 | 0.9875 |
179
+ | No log | 7.1111 | 256 | 0.9185 | 0.3976 | 0.9185 | 0.9584 |
180
+ | No log | 7.1667 | 258 | 0.8987 | 0.4494 | 0.8987 | 0.9480 |
181
+ | No log | 7.2222 | 260 | 0.8966 | 0.4515 | 0.8966 | 0.9469 |
182
+ | No log | 7.2778 | 262 | 0.9066 | 0.4515 | 0.9066 | 0.9521 |
183
+ | No log | 7.3333 | 264 | 0.9216 | 0.4030 | 0.9216 | 0.9600 |
184
+ | No log | 7.3889 | 266 | 0.9213 | 0.4097 | 0.9213 | 0.9599 |
185
+ | No log | 7.4444 | 268 | 0.9451 | 0.3682 | 0.9451 | 0.9722 |
186
+ | No log | 7.5 | 270 | 0.9255 | 0.3682 | 0.9255 | 0.9621 |
187
+ | No log | 7.5556 | 272 | 0.9038 | 0.4078 | 0.9038 | 0.9507 |
188
+ | No log | 7.6111 | 274 | 0.9070 | 0.3682 | 0.9070 | 0.9524 |
189
+ | No log | 7.6667 | 276 | 0.9456 | 0.3285 | 0.9456 | 0.9724 |
190
+ | No log | 7.7222 | 278 | 0.9697 | 0.3643 | 0.9697 | 0.9847 |
191
+ | No log | 7.7778 | 280 | 0.9647 | 0.2941 | 0.9647 | 0.9822 |
192
+ | No log | 7.8333 | 282 | 0.9063 | 0.2671 | 0.9063 | 0.9520 |
193
+ | No log | 7.8889 | 284 | 0.8649 | 0.4401 | 0.8649 | 0.9300 |
194
+ | No log | 7.9444 | 286 | 0.8540 | 0.4401 | 0.8540 | 0.9241 |
195
+ | No log | 8.0 | 288 | 0.8544 | 0.4401 | 0.8544 | 0.9243 |
196
+ | No log | 8.0556 | 290 | 0.8547 | 0.4401 | 0.8547 | 0.9245 |
197
+ | No log | 8.1111 | 292 | 0.8822 | 0.3841 | 0.8822 | 0.9393 |
198
+ | No log | 8.1667 | 294 | 0.9408 | 0.4057 | 0.9408 | 0.9700 |
199
+ | No log | 8.2222 | 296 | 0.9288 | 0.3339 | 0.9288 | 0.9638 |
200
+ | No log | 8.2778 | 298 | 0.8883 | 0.2942 | 0.8883 | 0.9425 |
201
+ | No log | 8.3333 | 300 | 0.8756 | 0.3631 | 0.8756 | 0.9357 |
202
+ | No log | 8.3889 | 302 | 0.9882 | 0.3049 | 0.9882 | 0.9941 |
203
+ | No log | 8.4444 | 304 | 1.0031 | 0.3431 | 1.0031 | 1.0016 |
204
+ | No log | 8.5 | 306 | 0.8917 | 0.3478 | 0.8917 | 0.9443 |
205
+ | No log | 8.5556 | 308 | 0.8163 | 0.4908 | 0.8163 | 0.9035 |
206
+ | No log | 8.6111 | 310 | 0.8185 | 0.3942 | 0.8185 | 0.9047 |
207
+ | No log | 8.6667 | 312 | 0.8188 | 0.4259 | 0.8188 | 0.9049 |
208
+ | No log | 8.7222 | 314 | 0.8390 | 0.4576 | 0.8390 | 0.9159 |
209
+ | No log | 8.7778 | 316 | 0.8653 | 0.3853 | 0.8653 | 0.9302 |
210
+ | No log | 8.8333 | 318 | 0.8436 | 0.4444 | 0.8436 | 0.9185 |
211
+ | No log | 8.8889 | 320 | 0.8352 | 0.4660 | 0.8352 | 0.9139 |
212
+ | No log | 8.9444 | 322 | 0.8902 | 0.3637 | 0.8902 | 0.9435 |
213
+ | No log | 9.0 | 324 | 0.9617 | 0.4149 | 0.9617 | 0.9807 |
214
+ | No log | 9.0556 | 326 | 0.9343 | 0.3760 | 0.9343 | 0.9666 |
215
+ | No log | 9.1111 | 328 | 0.8627 | 0.3780 | 0.8627 | 0.9288 |
216
+ | No log | 9.1667 | 330 | 0.8270 | 0.4676 | 0.8270 | 0.9094 |
217
+ | No log | 9.2222 | 332 | 0.8215 | 0.4676 | 0.8215 | 0.9064 |
218
+ | No log | 9.2778 | 334 | 0.8165 | 0.4381 | 0.8165 | 0.9036 |
219
+ | No log | 9.3333 | 336 | 0.8281 | 0.3678 | 0.8281 | 0.9100 |
220
+ | No log | 9.3889 | 338 | 0.8347 | 0.3959 | 0.8347 | 0.9136 |
221
+ | No log | 9.4444 | 340 | 0.8339 | 0.3959 | 0.8339 | 0.9132 |
222
+ | No log | 9.5 | 342 | 0.8093 | 0.4234 | 0.8093 | 0.8996 |
223
+ | No log | 9.5556 | 344 | 0.7827 | 0.4792 | 0.7827 | 0.8847 |
224
+ | No log | 9.6111 | 346 | 0.7775 | 0.4955 | 0.7775 | 0.8817 |
225
+ | No log | 9.6667 | 348 | 0.7823 | 0.4845 | 0.7823 | 0.8845 |
226
+ | No log | 9.7222 | 350 | 0.7671 | 0.4908 | 0.7671 | 0.8758 |
227
+ | No log | 9.7778 | 352 | 0.7897 | 0.3994 | 0.7897 | 0.8886 |
228
+ | No log | 9.8333 | 354 | 0.9033 | 0.5164 | 0.9033 | 0.9504 |
229
+ | No log | 9.8889 | 356 | 0.9667 | 0.4413 | 0.9667 | 0.9832 |
230
+ | No log | 9.9444 | 358 | 0.9389 | 0.5176 | 0.9389 | 0.9690 |
231
+ | No log | 10.0 | 360 | 0.8633 | 0.4815 | 0.8633 | 0.9291 |
232
+ | No log | 10.0556 | 362 | 0.8148 | 0.3941 | 0.8148 | 0.9027 |
233
+ | No log | 10.1111 | 364 | 0.8188 | 0.4063 | 0.8188 | 0.9049 |
234
+ | No log | 10.1667 | 366 | 0.8545 | 0.4291 | 0.8545 | 0.9244 |
235
+ | No log | 10.2222 | 368 | 0.9096 | 0.5059 | 0.9096 | 0.9537 |
236
+ | No log | 10.2778 | 370 | 0.9218 | 0.4812 | 0.9218 | 0.9601 |
237
+ | No log | 10.3333 | 372 | 0.8873 | 0.4562 | 0.8873 | 0.9420 |
238
+ | No log | 10.3889 | 374 | 0.8743 | 0.4560 | 0.8743 | 0.9350 |
239
+ | No log | 10.4444 | 376 | 0.8703 | 0.4812 | 0.8703 | 0.9329 |
240
+ | No log | 10.5 | 378 | 0.8688 | 0.5266 | 0.8688 | 0.9321 |
241
+ | No log | 10.5556 | 380 | 0.8335 | 0.4831 | 0.8335 | 0.9129 |
242
+ | No log | 10.6111 | 382 | 0.8094 | 0.4595 | 0.8094 | 0.8997 |
243
+ | No log | 10.6667 | 384 | 0.8211 | 0.4560 | 0.8211 | 0.9062 |
244
+ | No log | 10.7222 | 386 | 0.8216 | 0.4560 | 0.8216 | 0.9064 |
245
+ | No log | 10.7778 | 388 | 0.7964 | 0.4576 | 0.7964 | 0.8924 |
246
+ | No log | 10.8333 | 390 | 0.7787 | 0.4576 | 0.7787 | 0.8825 |
247
+ | No log | 10.8889 | 392 | 0.7864 | 0.3777 | 0.7864 | 0.8868 |
248
+ | No log | 10.9444 | 394 | 0.8024 | 0.3777 | 0.8024 | 0.8957 |
249
+ | No log | 11.0 | 396 | 0.8396 | 0.4168 | 0.8396 | 0.9163 |
250
+ | No log | 11.0556 | 398 | 0.8570 | 0.4444 | 0.8570 | 0.9257 |
251
+ | No log | 11.1111 | 400 | 0.8459 | 0.4203 | 0.8459 | 0.9197 |
252
+ | No log | 11.1667 | 402 | 0.8115 | 0.4078 | 0.8115 | 0.9009 |
253
+ | No log | 11.2222 | 404 | 0.7947 | 0.3548 | 0.7947 | 0.8915 |
254
+ | No log | 11.2778 | 406 | 0.7971 | 0.3258 | 0.7971 | 0.8928 |
255
+ | No log | 11.3333 | 408 | 0.8236 | 0.3799 | 0.8236 | 0.9075 |
256
+ | No log | 11.3889 | 410 | 0.8726 | 0.4461 | 0.8726 | 0.9341 |
257
+ | No log | 11.4444 | 412 | 0.9291 | 0.4562 | 0.9291 | 0.9639 |
258
+ | No log | 11.5 | 414 | 0.9418 | 0.4562 | 0.9418 | 0.9705 |
259
+ | No log | 11.5556 | 416 | 0.8977 | 0.4439 | 0.8977 | 0.9475 |
260
+ | No log | 11.6111 | 418 | 0.8498 | 0.3506 | 0.8498 | 0.9219 |
261
+ | No log | 11.6667 | 420 | 0.8318 | 0.3056 | 0.8318 | 0.9120 |
262
+ | No log | 11.7222 | 422 | 0.8408 | 0.3178 | 0.8408 | 0.9169 |
263
+ | No log | 11.7778 | 424 | 0.8488 | 0.2944 | 0.8488 | 0.9213 |
264
+ | No log | 11.8333 | 426 | 0.8922 | 0.3780 | 0.8922 | 0.9446 |
265
+ | No log | 11.8889 | 428 | 0.9201 | 0.4697 | 0.9201 | 0.9592 |
266
+ | No log | 11.9444 | 430 | 0.8911 | 0.4487 | 0.8911 | 0.9440 |
267
+ | No log | 12.0 | 432 | 0.8502 | 0.3915 | 0.8502 | 0.9221 |
268
+ | No log | 12.0556 | 434 | 0.8586 | 0.3627 | 0.8586 | 0.9266 |
269
+ | No log | 12.1111 | 436 | 0.8684 | 0.3854 | 0.8684 | 0.9319 |
270
+ | No log | 12.1667 | 438 | 0.9050 | 0.3762 | 0.9050 | 0.9513 |
271
+ | No log | 12.2222 | 440 | 0.9785 | 0.3736 | 0.9785 | 0.9892 |
272
+ | No log | 12.2778 | 442 | 1.0547 | 0.2896 | 1.0547 | 1.0270 |
273
+ | No log | 12.3333 | 444 | 1.0284 | 0.2896 | 1.0284 | 1.0141 |
274
+ | No log | 12.3889 | 446 | 0.9511 | 0.4025 | 0.9511 | 0.9752 |
275
+ | No log | 12.4444 | 448 | 0.8826 | 0.3536 | 0.8826 | 0.9395 |
276
+ | No log | 12.5 | 450 | 0.8585 | 0.4527 | 0.8585 | 0.9265 |
277
+ | No log | 12.5556 | 452 | 0.8699 | 0.3508 | 0.8699 | 0.9327 |
278
+ | No log | 12.6111 | 454 | 0.8686 | 0.3386 | 0.8686 | 0.9320 |
279
+ | No log | 12.6667 | 456 | 0.8553 | 0.4544 | 0.8553 | 0.9248 |
280
+ | No log | 12.7222 | 458 | 0.8604 | 0.4097 | 0.8604 | 0.9276 |
281
+ | No log | 12.7778 | 460 | 0.8698 | 0.4097 | 0.8698 | 0.9327 |
282
+ | No log | 12.8333 | 462 | 0.8846 | 0.3528 | 0.8846 | 0.9406 |
283
+ | No log | 12.8889 | 464 | 0.9026 | 0.3382 | 0.9026 | 0.9500 |
284
+ | No log | 12.9444 | 466 | 0.8965 | 0.3382 | 0.8965 | 0.9468 |
285
+ | No log | 13.0 | 468 | 0.8935 | 0.3382 | 0.8935 | 0.9452 |
286
+ | No log | 13.0556 | 470 | 0.8807 | 0.2967 | 0.8807 | 0.9385 |
287
+ | No log | 13.1111 | 472 | 0.8841 | 0.2944 | 0.8841 | 0.9403 |
288
+ | No log | 13.1667 | 474 | 0.9037 | 0.3506 | 0.9037 | 0.9507 |
289
+ | No log | 13.2222 | 476 | 0.9295 | 0.4576 | 0.9295 | 0.9641 |
290
+ | No log | 13.2778 | 478 | 0.9353 | 0.4439 | 0.9353 | 0.9671 |
291
+ | No log | 13.3333 | 480 | 0.9321 | 0.4168 | 0.9321 | 0.9655 |
292
+ | No log | 13.3889 | 482 | 0.9682 | 0.3103 | 0.9682 | 0.9840 |
293
+ | No log | 13.4444 | 484 | 1.0378 | 0.2939 | 1.0378 | 1.0187 |
294
+ | No log | 13.5 | 486 | 1.1238 | 0.25 | 1.1238 | 1.0601 |
295
+ | No log | 13.5556 | 488 | 1.1083 | 0.3039 | 1.1083 | 1.0527 |
296
+ | No log | 13.6111 | 490 | 1.0342 | 0.3171 | 1.0342 | 1.0170 |
297
+ | No log | 13.6667 | 492 | 0.9534 | 0.3081 | 0.9534 | 0.9764 |
298
+ | No log | 13.7222 | 494 | 0.9280 | 0.3623 | 0.9280 | 0.9633 |
299
+ | No log | 13.7778 | 496 | 0.9440 | 0.3081 | 0.9440 | 0.9716 |
300
+ | No log | 13.8333 | 498 | 0.9766 | 0.3081 | 0.9766 | 0.9883 |
301
+ | 0.291 | 13.8889 | 500 | 1.0405 | 0.2704 | 1.0405 | 1.0201 |
302
+ | 0.291 | 13.9444 | 502 | 1.1188 | 0.3553 | 1.1188 | 1.0577 |
303
+ | 0.291 | 14.0 | 504 | 1.1018 | 0.3373 | 1.1018 | 1.0496 |
304
+ | 0.291 | 14.0556 | 506 | 0.9910 | 0.3614 | 0.9910 | 0.9955 |
305
+ | 0.291 | 14.1111 | 508 | 0.9184 | 0.4946 | 0.9184 | 0.9583 |
306
+ | 0.291 | 14.1667 | 510 | 0.8819 | 0.3958 | 0.8819 | 0.9391 |
307
+ | 0.291 | 14.2222 | 512 | 0.8785 | 0.4078 | 0.8785 | 0.9373 |
308
+ | 0.291 | 14.2778 | 514 | 0.8950 | 0.3922 | 0.8950 | 0.9460 |
309
+ | 0.291 | 14.3333 | 516 | 0.9397 | 0.4198 | 0.9397 | 0.9694 |
310
+ | 0.291 | 14.3889 | 518 | 0.9913 | 0.4180 | 0.9913 | 0.9956 |
311
+ | 0.291 | 14.4444 | 520 | 1.0576 | 0.3394 | 1.0576 | 1.0284 |
312
+ | 0.291 | 14.5 | 522 | 1.1007 | 0.3236 | 1.1007 | 1.0491 |
313
+ | 0.291 | 14.5556 | 524 | 1.0727 | 0.3483 | 1.0727 | 1.0357 |
314
+ | 0.291 | 14.6111 | 526 | 1.0405 | 0.3330 | 1.0405 | 1.0201 |
315
+ | 0.291 | 14.6667 | 528 | 0.9988 | 0.2873 | 0.9988 | 0.9994 |
316
+ | 0.291 | 14.7222 | 530 | 0.9771 | 0.3304 | 0.9771 | 0.9885 |
317
+ | 0.291 | 14.7778 | 532 | 0.9557 | 0.2897 | 0.9557 | 0.9776 |
318
+ | 0.291 | 14.8333 | 534 | 0.9519 | 0.3214 | 0.9519 | 0.9756 |
319
+ | 0.291 | 14.8889 | 536 | 0.9460 | 0.3515 | 0.9460 | 0.9726 |
320
+ | 0.291 | 14.9444 | 538 | 0.9395 | 0.3515 | 0.9395 | 0.9693 |
321
+ | 0.291 | 15.0 | 540 | 0.9256 | 0.3922 | 0.9256 | 0.9621 |
322
+ | 0.291 | 15.0556 | 542 | 0.9141 | 0.3922 | 0.9141 | 0.9561 |
323
+ | 0.291 | 15.1111 | 544 | 0.9304 | 0.3922 | 0.9304 | 0.9646 |
324
+ | 0.291 | 15.1667 | 546 | 0.9446 | 0.3922 | 0.9446 | 0.9719 |
325
+ | 0.291 | 15.2222 | 548 | 0.9384 | 0.3631 | 0.9384 | 0.9687 |
326
+ | 0.291 | 15.2778 | 550 | 0.9099 | 0.3631 | 0.9099 | 0.9539 |
327
+ | 0.291 | 15.3333 | 552 | 0.8999 | 0.3631 | 0.8999 | 0.9486 |
328
+ | 0.291 | 15.3889 | 554 | 0.8782 | 0.3382 | 0.8782 | 0.9371 |
329
+ | 0.291 | 15.4444 | 556 | 0.8632 | 0.3819 | 0.8632 | 0.9291 |
330
+ | 0.291 | 15.5 | 558 | 0.8712 | 0.3678 | 0.8712 | 0.9334 |
331
+ | 0.291 | 15.5556 | 560 | 0.9051 | 0.3922 | 0.9051 | 0.9514 |
332
+ | 0.291 | 15.6111 | 562 | 0.9378 | 0.3515 | 0.9378 | 0.9684 |
333
+ | 0.291 | 15.6667 | 564 | 0.9754 | 0.3494 | 0.9754 | 0.9876 |
334
+ | 0.291 | 15.7222 | 566 | 0.9896 | 0.3551 | 0.9896 | 0.9948 |
335
+ | 0.291 | 15.7778 | 568 | 0.9545 | 0.3802 | 0.9545 | 0.9770 |
336
+ | 0.291 | 15.8333 | 570 | 0.9002 | 0.3799 | 0.9002 | 0.9488 |
337
+ | 0.291 | 15.8889 | 572 | 0.8835 | 0.3799 | 0.8835 | 0.9399 |
338
+ | 0.291 | 15.9444 | 574 | 0.9034 | 0.3841 | 0.9034 | 0.9505 |
339
+ | 0.291 | 16.0 | 576 | 0.9537 | 0.4696 | 0.9537 | 0.9766 |
340
+ | 0.291 | 16.0556 | 578 | 0.9514 | 0.4710 | 0.9514 | 0.9754 |
341
+ | 0.291 | 16.1111 | 580 | 0.9315 | 0.4712 | 0.9315 | 0.9651 |
342
+ | 0.291 | 16.1667 | 582 | 0.9097 | 0.4712 | 0.9097 | 0.9538 |
343
+ | 0.291 | 16.2222 | 584 | 0.8577 | 0.3860 | 0.8577 | 0.9261 |
344
+ | 0.291 | 16.2778 | 586 | 0.8190 | 0.4626 | 0.8190 | 0.9050 |
345
+ | 0.291 | 16.3333 | 588 | 0.8100 | 0.4269 | 0.8100 | 0.9000 |
346
+ | 0.291 | 16.3889 | 590 | 0.8048 | 0.4030 | 0.8048 | 0.8971 |
347
+ | 0.291 | 16.4444 | 592 | 0.8171 | 0.4244 | 0.8171 | 0.9039 |
348
+ | 0.291 | 16.5 | 594 | 0.8311 | 0.3725 | 0.8311 | 0.9116 |
349
+ | 0.291 | 16.5556 | 596 | 0.8452 | 0.3725 | 0.8452 | 0.9193 |
350
+ | 0.291 | 16.6111 | 598 | 0.8438 | 0.3959 | 0.8438 | 0.9186 |
351
+ | 0.291 | 16.6667 | 600 | 0.8589 | 0.3799 | 0.8589 | 0.9268 |
352
+ | 0.291 | 16.7222 | 602 | 0.8934 | 0.3631 | 0.8934 | 0.9452 |
353
+ | 0.291 | 16.7778 | 604 | 0.9238 | 0.3464 | 0.9238 | 0.9611 |
354
+ | 0.291 | 16.8333 | 606 | 0.9088 | 0.3485 | 0.9088 | 0.9533 |
355
+ | 0.291 | 16.8889 | 608 | 0.8905 | 0.3506 | 0.8905 | 0.9437 |
356
+ | 0.291 | 16.9444 | 610 | 0.8893 | 0.3506 | 0.8893 | 0.9430 |
357
+ | 0.291 | 17.0 | 612 | 0.8807 | 0.3112 | 0.8807 | 0.9384 |
358
+ | 0.291 | 17.0556 | 614 | 0.8693 | 0.3837 | 0.8693 | 0.9324 |
359
+ | 0.291 | 17.1111 | 616 | 0.8659 | 0.3590 | 0.8659 | 0.9306 |
360
+ | 0.291 | 17.1667 | 618 | 0.8586 | 0.3590 | 0.8586 | 0.9266 |
361
+ | 0.291 | 17.2222 | 620 | 0.8459 | 0.3693 | 0.8459 | 0.9197 |
362
+ | 0.291 | 17.2778 | 622 | 0.8435 | 0.3280 | 0.8435 | 0.9184 |
363
+ | 0.291 | 17.3333 | 624 | 0.8461 | 0.3673 | 0.8461 | 0.9199 |
364
+ | 0.291 | 17.3889 | 626 | 0.8493 | 0.3652 | 0.8493 | 0.9216 |
365
+ | 0.291 | 17.4444 | 628 | 0.8498 | 0.3652 | 0.8498 | 0.9218 |
366
+ | 0.291 | 17.5 | 630 | 0.8404 | 0.3673 | 0.8404 | 0.9167 |
367
+ | 0.291 | 17.5556 | 632 | 0.8279 | 0.3673 | 0.8279 | 0.9099 |
368
+ | 0.291 | 17.6111 | 634 | 0.8188 | 0.3446 | 0.8188 | 0.9049 |
369
+ | 0.291 | 17.6667 | 636 | 0.8159 | 0.4180 | 0.8159 | 0.9033 |
370
+ | 0.291 | 17.7222 | 638 | 0.8160 | 0.4660 | 0.8160 | 0.9033 |
371
+ | 0.291 | 17.7778 | 640 | 0.8560 | 0.3959 | 0.8560 | 0.9252 |
372
+ | 0.291 | 17.8333 | 642 | 0.9513 | 0.5292 | 0.9513 | 0.9754 |
373
+ | 0.291 | 17.8889 | 644 | 1.0239 | 0.4444 | 1.0239 | 1.0119 |
374
+ | 0.291 | 17.9444 | 646 | 1.0497 | 0.3921 | 1.0497 | 1.0246 |
375
+ | 0.291 | 18.0 | 648 | 0.9922 | 0.3494 | 0.9922 | 0.9961 |
376
+ | 0.291 | 18.0556 | 650 | 0.9731 | 0.3494 | 0.9731 | 0.9865 |
377
+ | 0.291 | 18.1111 | 652 | 0.9918 | 0.3192 | 0.9918 | 0.9959 |
378
+ | 0.291 | 18.1667 | 654 | 1.0413 | 0.3351 | 1.0413 | 1.0204 |
379
+ | 0.291 | 18.2222 | 656 | 1.0907 | 0.3629 | 1.0907 | 1.0444 |
380
+ | 0.291 | 18.2778 | 658 | 1.0817 | 0.3766 | 1.0817 | 1.0400 |
381
+ | 0.291 | 18.3333 | 660 | 1.0467 | 0.3740 | 1.0467 | 1.0231 |
382
+ | 0.291 | 18.3889 | 662 | 0.9750 | 0.3902 | 0.9750 | 0.9874 |
383
+ | 0.291 | 18.4444 | 664 | 0.9305 | 0.3611 | 0.9305 | 0.9646 |
384
+ | 0.291 | 18.5 | 666 | 0.9010 | 0.3902 | 0.9010 | 0.9492 |
385
+ | 0.291 | 18.5556 | 668 | 0.9083 | 0.4028 | 0.9083 | 0.9531 |
386
+ | 0.291 | 18.6111 | 670 | 0.9188 | 0.4028 | 0.9188 | 0.9585 |
387
+ | 0.291 | 18.6667 | 672 | 0.9297 | 0.4309 | 0.9297 | 0.9642 |
388
+ | 0.291 | 18.7222 | 674 | 0.9252 | 0.4456 | 0.9252 | 0.9619 |
389
+ | 0.291 | 18.7778 | 676 | 0.9109 | 0.4186 | 0.9109 | 0.9544 |
390
+ | 0.291 | 18.8333 | 678 | 0.8860 | 0.4186 | 0.8860 | 0.9413 |
391
+ | 0.291 | 18.8889 | 680 | 0.8857 | 0.4063 | 0.8857 | 0.9411 |
392
+ | 0.291 | 18.9444 | 682 | 0.9076 | 0.4186 | 0.9076 | 0.9527 |
393
+ | 0.291 | 19.0 | 684 | 0.9072 | 0.4336 | 0.9072 | 0.9525 |
394
+ | 0.291 | 19.0556 | 686 | 0.8985 | 0.4336 | 0.8985 | 0.9479 |
395
+ | 0.291 | 19.1111 | 688 | 0.8891 | 0.4336 | 0.8891 | 0.9429 |
396
+ | 0.291 | 19.1667 | 690 | 0.9102 | 0.3940 | 0.9102 | 0.9540 |
397
+ | 0.291 | 19.2222 | 692 | 0.9684 | 0.4041 | 0.9684 | 0.9841 |
398
+ | 0.291 | 19.2778 | 694 | 1.0225 | 0.2961 | 1.0225 | 1.0112 |
399
+ | 0.291 | 19.3333 | 696 | 1.0492 | 0.2149 | 1.0492 | 1.0243 |
400
+ | 0.291 | 19.3889 | 698 | 1.0471 | 0.2149 | 1.0471 | 1.0233 |
401
+ | 0.291 | 19.4444 | 700 | 1.0186 | 0.2149 | 1.0186 | 1.0093 |
402
+ | 0.291 | 19.5 | 702 | 0.9845 | 0.2175 | 0.9845 | 0.9922 |
403
+ | 0.291 | 19.5556 | 704 | 0.9503 | 0.3474 | 0.9503 | 0.9749 |
404
+ | 0.291 | 19.6111 | 706 | 0.9208 | 0.3637 | 0.9208 | 0.9596 |
405
+ | 0.291 | 19.6667 | 708 | 0.8862 | 0.3515 | 0.8862 | 0.9414 |
406
+ | 0.291 | 19.7222 | 710 | 0.8697 | 0.3360 | 0.8697 | 0.9326 |
407
+ | 0.291 | 19.7778 | 712 | 0.8583 | 0.3360 | 0.8583 | 0.9264 |
408
+ | 0.291 | 19.8333 | 714 | 0.8400 | 0.3370 | 0.8400 | 0.9165 |
409
+ | 0.291 | 19.8889 | 716 | 0.8333 | 0.3370 | 0.8333 | 0.9128 |
410
+ | 0.291 | 19.9444 | 718 | 0.8293 | 0.3960 | 0.8293 | 0.9107 |
411
+ | 0.291 | 20.0 | 720 | 0.8506 | 0.4336 | 0.8506 | 0.9223 |
412
+ | 0.291 | 20.0556 | 722 | 0.8693 | 0.4336 | 0.8693 | 0.9324 |
413
+ | 0.291 | 20.1111 | 724 | 0.8832 | 0.4336 | 0.8832 | 0.9398 |
414
+ | 0.291 | 20.1667 | 726 | 0.8669 | 0.4097 | 0.8669 | 0.9311 |
415
+ | 0.291 | 20.2222 | 728 | 0.8481 | 0.3673 | 0.8481 | 0.9209 |
416
+ | 0.291 | 20.2778 | 730 | 0.8491 | 0.3370 | 0.8491 | 0.9215 |
417
+ | 0.291 | 20.3333 | 732 | 0.8447 | 0.3673 | 0.8447 | 0.9191 |
418
+ | 0.291 | 20.3889 | 734 | 0.8574 | 0.3528 | 0.8574 | 0.9260 |
419
+ | 0.291 | 20.4444 | 736 | 0.9066 | 0.3940 | 0.9066 | 0.9522 |
420
+ | 0.291 | 20.5 | 738 | 0.9699 | 0.3363 | 0.9699 | 0.9848 |
421
+ | 0.291 | 20.5556 | 740 | 1.0040 | 0.2961 | 1.0040 | 1.0020 |
422
+ | 0.291 | 20.6111 | 742 | 0.9852 | 0.2961 | 0.9852 | 0.9926 |
423
+ | 0.291 | 20.6667 | 744 | 0.9340 | 0.3940 | 0.9340 | 0.9665 |
424
+ | 0.291 | 20.7222 | 746 | 0.8834 | 0.4063 | 0.8834 | 0.9399 |
425
+ | 0.291 | 20.7778 | 748 | 0.8684 | 0.3777 | 0.8684 | 0.9319 |
426
+ | 0.291 | 20.8333 | 750 | 0.8816 | 0.3777 | 0.8816 | 0.9389 |
427
+ | 0.291 | 20.8889 | 752 | 0.9047 | 0.3360 | 0.9047 | 0.9511 |
428
+ | 0.291 | 20.9444 | 754 | 0.9320 | 0.3214 | 0.9320 | 0.9654 |
429
+ | 0.291 | 21.0 | 756 | 0.9890 | 0.3363 | 0.9890 | 0.9945 |
430
+ | 0.291 | 21.0556 | 758 | 1.0807 | 0.2981 | 1.0807 | 1.0396 |
431
+ | 0.291 | 21.1111 | 760 | 1.1115 | 0.3059 | 1.1115 | 1.0543 |
432
+ | 0.291 | 21.1667 | 762 | 1.0912 | 0.3721 | 1.0912 | 1.0446 |
433
+ | 0.291 | 21.2222 | 764 | 1.0637 | 0.3434 | 1.0637 | 1.0314 |
434
+ | 0.291 | 21.2778 | 766 | 1.0283 | 0.3119 | 1.0283 | 1.0141 |
435
+ | 0.291 | 21.3333 | 768 | 0.9623 | 0.4041 | 0.9623 | 0.9810 |
436
+ | 0.291 | 21.3889 | 770 | 0.9126 | 0.3214 | 0.9126 | 0.9553 |
437
+ | 0.291 | 21.4444 | 772 | 0.8982 | 0.3360 | 0.8982 | 0.9477 |
438
+ | 0.291 | 21.5 | 774 | 0.8932 | 0.3476 | 0.8932 | 0.9451 |
439
+ | 0.291 | 21.5556 | 776 | 0.8793 | 0.3777 | 0.8793 | 0.9377 |
440
+ | 0.291 | 21.6111 | 778 | 0.8808 | 0.3777 | 0.8808 | 0.9385 |
441
+ | 0.291 | 21.6667 | 780 | 0.8896 | 0.4336 | 0.8896 | 0.9432 |
442
+ | 0.291 | 21.7222 | 782 | 0.8741 | 0.4336 | 0.8741 | 0.9349 |
443
+ | 0.291 | 21.7778 | 784 | 0.8889 | 0.4461 | 0.8889 | 0.9428 |
444
+ | 0.291 | 21.8333 | 786 | 0.8796 | 0.4220 | 0.8796 | 0.9379 |
445
+ | 0.291 | 21.8889 | 788 | 0.8314 | 0.4110 | 0.8314 | 0.9118 |
446
+ | 0.291 | 21.9444 | 790 | 0.8213 | 0.4097 | 0.8213 | 0.9063 |
447
+ | 0.291 | 22.0 | 792 | 0.8247 | 0.3819 | 0.8247 | 0.9081 |
448
+ | 0.291 | 22.0556 | 794 | 0.8372 | 0.3713 | 0.8372 | 0.9150 |
449
+ | 0.291 | 22.1111 | 796 | 0.8705 | 0.3730 | 0.8705 | 0.9330 |
450
+ | 0.291 | 22.1667 | 798 | 0.8952 | 0.3478 | 0.8952 | 0.9462 |
451
+ | 0.291 | 22.2222 | 800 | 0.8973 | 0.3266 | 0.8973 | 0.9473 |
452
+ | 0.291 | 22.2778 | 802 | 0.9238 | 0.3236 | 0.9238 | 0.9611 |
453
+ | 0.291 | 22.3333 | 804 | 1.0184 | 0.2050 | 1.0184 | 1.0091 |
454
+ | 0.291 | 22.3889 | 806 | 1.0815 | 0.1900 | 1.0815 | 1.0400 |
455
+ | 0.291 | 22.4444 | 808 | 1.0621 | 0.1900 | 1.0621 | 1.0306 |
456
+ | 0.291 | 22.5 | 810 | 1.0141 | 0.2499 | 1.0141 | 1.0070 |
457
+ | 0.291 | 22.5556 | 812 | 0.9907 | 0.2795 | 0.9907 | 0.9953 |
458
+ | 0.291 | 22.6111 | 814 | 0.9803 | 0.2643 | 0.9803 | 0.9901 |
459
+ | 0.291 | 22.6667 | 816 | 0.9825 | 0.2643 | 0.9825 | 0.9912 |
460
+ | 0.291 | 22.7222 | 818 | 0.9856 | 0.2618 | 0.9856 | 0.9928 |
461
+ | 0.291 | 22.7778 | 820 | 0.9984 | 0.2795 | 0.9984 | 0.9992 |
462
+ | 0.291 | 22.8333 | 822 | 1.0113 | 0.2474 | 1.0113 | 1.0056 |
463
+ | 0.291 | 22.8889 | 824 | 0.9928 | 0.2771 | 0.9928 | 0.9964 |
464
+ | 0.291 | 22.9444 | 826 | 0.9599 | 0.3360 | 0.9599 | 0.9797 |
465
+ | 0.291 | 23.0 | 828 | 0.9360 | 0.3777 | 0.9360 | 0.9675 |
466
+ | 0.291 | 23.0556 | 830 | 0.9353 | 0.3777 | 0.9353 | 0.9671 |
467
+ | 0.291 | 23.1111 | 832 | 0.9434 | 0.3777 | 0.9434 | 0.9713 |
468
+ | 0.291 | 23.1667 | 834 | 0.9462 | 0.3777 | 0.9462 | 0.9727 |
469
+ | 0.291 | 23.2222 | 836 | 0.9402 | 0.3777 | 0.9402 | 0.9696 |
470
+ | 0.291 | 23.2778 | 838 | 0.9366 | 0.3777 | 0.9366 | 0.9678 |
471
+ | 0.291 | 23.3333 | 840 | 0.9423 | 0.3777 | 0.9423 | 0.9707 |
472
+ | 0.291 | 23.3889 | 842 | 0.9513 | 0.3476 | 0.9513 | 0.9754 |
473
+ | 0.291 | 23.4444 | 844 | 0.9637 | 0.3902 | 0.9637 | 0.9817 |
474
+ | 0.291 | 23.5 | 846 | 0.9623 | 0.3604 | 0.9623 | 0.9810 |
475
+ | 0.291 | 23.5556 | 848 | 0.9669 | 0.3604 | 0.9669 | 0.9833 |
476
+ | 0.291 | 23.6111 | 850 | 0.9753 | 0.3025 | 0.9753 | 0.9876 |
477
+ | 0.291 | 23.6667 | 852 | 0.9774 | 0.3025 | 0.9774 | 0.9886 |
478
+ | 0.291 | 23.7222 | 854 | 0.9655 | 0.3326 | 0.9655 | 0.9826 |
479
+ | 0.291 | 23.7778 | 856 | 0.9464 | 0.3476 | 0.9464 | 0.9728 |
480
+ | 0.291 | 23.8333 | 858 | 0.9310 | 0.3476 | 0.9310 | 0.9649 |
481
+ | 0.291 | 23.8889 | 860 | 0.9183 | 0.3476 | 0.9183 | 0.9583 |
482
+ | 0.291 | 23.9444 | 862 | 0.9113 | 0.3476 | 0.9113 | 0.9546 |
483
+ | 0.291 | 24.0 | 864 | 0.9109 | 0.3777 | 0.9109 | 0.9544 |
484
+ | 0.291 | 24.0556 | 866 | 0.9227 | 0.3611 | 0.9227 | 0.9606 |
485
+ | 0.291 | 24.1111 | 868 | 0.9465 | 0.3192 | 0.9465 | 0.9729 |
486
+ | 0.291 | 24.1667 | 870 | 0.9658 | 0.3192 | 0.9658 | 0.9827 |
487
+ | 0.291 | 24.2222 | 872 | 0.9641 | 0.3192 | 0.9641 | 0.9819 |
488
+ | 0.291 | 24.2778 | 874 | 0.9403 | 0.3485 | 0.9403 | 0.9697 |
489
+ | 0.291 | 24.3333 | 876 | 0.9324 | 0.3485 | 0.9324 | 0.9656 |
490
+ | 0.291 | 24.3889 | 878 | 0.9154 | 0.3797 | 0.9154 | 0.9567 |
491
+ | 0.291 | 24.4444 | 880 | 0.9124 | 0.3646 | 0.9124 | 0.9552 |
492
+ | 0.291 | 24.5 | 882 | 0.9134 | 0.3646 | 0.9134 | 0.9557 |
493
+ | 0.291 | 24.5556 | 884 | 0.9152 | 0.3922 | 0.9152 | 0.9567 |
494
+ | 0.291 | 24.6111 | 886 | 0.9383 | 0.4060 | 0.9383 | 0.9687 |
495
+ | 0.291 | 24.6667 | 888 | 0.9536 | 0.3921 | 0.9536 | 0.9765 |
496
+ | 0.291 | 24.7222 | 890 | 0.9446 | 0.4456 | 0.9446 | 0.9719 |
497
+ | 0.291 | 24.7778 | 892 | 0.9213 | 0.4336 | 0.9213 | 0.9598 |
498
+ | 0.291 | 24.8333 | 894 | 0.9013 | 0.4336 | 0.9013 | 0.9494 |
499
+ | 0.291 | 24.8889 | 896 | 0.8866 | 0.3258 | 0.8866 | 0.9416 |
500
+ | 0.291 | 24.9444 | 898 | 0.8899 | 0.3280 | 0.8899 | 0.9433 |
501
+ | 0.291 | 25.0 | 900 | 0.8950 | 0.3094 | 0.8950 | 0.9460 |
502
+ | 0.291 | 25.0556 | 902 | 0.9002 | 0.3071 | 0.9002 | 0.9488 |
503
+ | 0.291 | 25.1111 | 904 | 0.9159 | 0.3476 | 0.9159 | 0.9570 |
504
+ | 0.291 | 25.1667 | 906 | 0.9424 | 0.3025 | 0.9424 | 0.9708 |
505
+ | 0.291 | 25.2222 | 908 | 0.9635 | 0.2771 | 0.9635 | 0.9816 |
506
+ | 0.291 | 25.2778 | 910 | 0.9571 | 0.2771 | 0.9571 | 0.9783 |
507
+ | 0.291 | 25.3333 | 912 | 0.9488 | 0.3782 | 0.9488 | 0.9741 |
508
+ | 0.291 | 25.3889 | 914 | 0.9499 | 0.3782 | 0.9499 | 0.9746 |
509
+ | 0.291 | 25.4444 | 916 | 0.9415 | 0.3782 | 0.9415 | 0.9703 |
510
+ | 0.291 | 25.5 | 918 | 0.9198 | 0.4198 | 0.9198 | 0.9591 |
511
+ | 0.291 | 25.5556 | 920 | 0.9024 | 0.3382 | 0.9024 | 0.9499 |
512
+ | 0.291 | 25.6111 | 922 | 0.8886 | 0.3221 | 0.8886 | 0.9426 |
513
+ | 0.291 | 25.6667 | 924 | 0.8894 | 0.3221 | 0.8894 | 0.9431 |
514
+ | 0.291 | 25.7222 | 926 | 0.8965 | 0.3221 | 0.8965 | 0.9468 |
515
+ | 0.291 | 25.7778 | 928 | 0.9284 | 0.4063 | 0.9284 | 0.9635 |
516
+ | 0.291 | 25.8333 | 930 | 0.9596 | 0.4060 | 0.9596 | 0.9796 |
517
+ | 0.291 | 25.8889 | 932 | 0.9721 | 0.4180 | 0.9721 | 0.9859 |
518
+ | 0.291 | 25.9444 | 934 | 0.9584 | 0.4060 | 0.9584 | 0.9790 |
519
+ | 0.291 | 26.0 | 936 | 0.9406 | 0.4060 | 0.9406 | 0.9698 |
520
+ | 0.291 | 26.0556 | 938 | 0.9347 | 0.3780 | 0.9347 | 0.9668 |
521
+ | 0.291 | 26.1111 | 940 | 0.9227 | 0.3777 | 0.9227 | 0.9606 |
522
+ | 0.291 | 26.1667 | 942 | 0.9172 | 0.3777 | 0.9172 | 0.9577 |
523
+ | 0.291 | 26.2222 | 944 | 0.9264 | 0.3485 | 0.9264 | 0.9625 |
524
+ | 0.291 | 26.2778 | 946 | 0.9330 | 0.3067 | 0.9330 | 0.9659 |
525
+ | 0.291 | 26.3333 | 948 | 0.9484 | 0.2796 | 0.9484 | 0.9738 |
526
+ | 0.291 | 26.3889 | 950 | 0.9647 | 0.2961 | 0.9647 | 0.9822 |
527
+ | 0.291 | 26.4444 | 952 | 0.9702 | 0.2961 | 0.9702 | 0.9850 |
528
+ | 0.291 | 26.5 | 954 | 0.9360 | 0.3523 | 0.9361 | 0.9675 |
529
+ | 0.291 | 26.5556 | 956 | 0.9068 | 0.4336 | 0.9068 | 0.9522 |
530
+ | 0.291 | 26.6111 | 958 | 0.8984 | 0.4093 | 0.8984 | 0.9479 |
531
+ | 0.291 | 26.6667 | 960 | 0.8853 | 0.4093 | 0.8853 | 0.9409 |
532
+ | 0.291 | 26.7222 | 962 | 0.8854 | 0.4093 | 0.8854 | 0.9410 |
533
+ | 0.291 | 26.7778 | 964 | 0.8926 | 0.4093 | 0.8926 | 0.9448 |
534
+ | 0.291 | 26.8333 | 966 | 0.8935 | 0.4093 | 0.8935 | 0.9453 |
535
+ | 0.291 | 26.8889 | 968 | 0.8948 | 0.4093 | 0.8948 | 0.9460 |
536
+ | 0.291 | 26.9444 | 970 | 0.8982 | 0.4093 | 0.8982 | 0.9477 |
537
+ | 0.291 | 27.0 | 972 | 0.8955 | 0.4336 | 0.8955 | 0.9463 |
538
+ | 0.291 | 27.0556 | 974 | 0.9125 | 0.4336 | 0.9125 | 0.9553 |
539
+ | 0.291 | 27.1111 | 976 | 0.9224 | 0.3802 | 0.9224 | 0.9604 |
540
+ | 0.291 | 27.1667 | 978 | 0.9242 | 0.3802 | 0.9242 | 0.9613 |
541
+ | 0.291 | 27.2222 | 980 | 0.9302 | 0.3921 | 0.9302 | 0.9645 |
542
+ | 0.291 | 27.2778 | 982 | 0.9265 | 0.3802 | 0.9265 | 0.9626 |
543
+ | 0.291 | 27.3333 | 984 | 0.9101 | 0.4336 | 0.9101 | 0.9540 |
544
+ | 0.291 | 27.3889 | 986 | 0.8874 | 0.4336 | 0.8874 | 0.9420 |
545
+ | 0.291 | 27.4444 | 988 | 0.8752 | 0.3819 | 0.8752 | 0.9355 |
546
+ | 0.291 | 27.5 | 990 | 0.8685 | 0.3996 | 0.8685 | 0.9319 |
547
+ | 0.291 | 27.5556 | 992 | 0.8670 | 0.3996 | 0.8670 | 0.9312 |
548
+ | 0.291 | 27.6111 | 994 | 0.8677 | 0.4234 | 0.8677 | 0.9315 |
549
+ | 0.291 | 27.6667 | 996 | 0.8732 | 0.4097 | 0.8732 | 0.9345 |
550
+ | 0.291 | 27.7222 | 998 | 0.8767 | 0.4336 | 0.8767 | 0.9363 |
551
+ | 0.0583 | 27.7778 | 1000 | 0.8807 | 0.4093 | 0.8807 | 0.9385 |
552
+ | 0.0583 | 27.8333 | 1002 | 0.8882 | 0.4093 | 0.8882 | 0.9424 |
553
+ | 0.0583 | 27.8889 | 1004 | 0.9096 | 0.4093 | 0.9096 | 0.9537 |
554
+ | 0.0583 | 27.9444 | 1006 | 0.9422 | 0.3551 | 0.9422 | 0.9707 |
555
+ | 0.0583 | 28.0 | 1008 | 0.9614 | 0.3161 | 0.9614 | 0.9805 |
556
+ | 0.0583 | 28.0556 | 1010 | 0.9571 | 0.3551 | 0.9571 | 0.9783 |
557
 
558
 
559
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