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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task7_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_k2_task7_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: 0.5006
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- - Qwk: 0.6047
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- - Mse: 0.5006
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- - Rmse: 0.7075
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  ## Model description
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@@ -49,276 +49,513 @@ 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 | 0.1818 | 2 | 2.6360 | -0.0407 | 2.6360 | 1.6236 |
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- | No log | 0.3636 | 4 | 1.2185 | 0.0452 | 1.2185 | 1.1039 |
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- | No log | 0.5455 | 6 | 1.0373 | -0.1794 | 1.0373 | 1.0185 |
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- | No log | 0.7273 | 8 | 0.9791 | 0.2308 | 0.9791 | 0.9895 |
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- | No log | 0.9091 | 10 | 0.9686 | 0.2504 | 0.9686 | 0.9842 |
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- | No log | 1.0909 | 12 | 0.8944 | 0.3287 | 0.8944 | 0.9457 |
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- | No log | 1.2727 | 14 | 0.7143 | 0.1863 | 0.7143 | 0.8452 |
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- | No log | 1.4545 | 16 | 0.7191 | 0.2336 | 0.7191 | 0.8480 |
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- | No log | 1.6364 | 18 | 0.6933 | 0.1236 | 0.6933 | 0.8327 |
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- | No log | 1.8182 | 20 | 0.6791 | 0.1714 | 0.6791 | 0.8241 |
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- | No log | 2.0 | 22 | 0.6459 | 0.1604 | 0.6459 | 0.8037 |
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- | No log | 2.1818 | 24 | 0.6473 | 0.2606 | 0.6473 | 0.8046 |
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- | No log | 2.3636 | 26 | 0.6317 | 0.1790 | 0.6317 | 0.7948 |
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- | No log | 2.5455 | 28 | 0.6864 | 0.3444 | 0.6864 | 0.8285 |
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- | No log | 2.7273 | 30 | 0.6237 | 0.1846 | 0.6237 | 0.7898 |
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- | No log | 2.9091 | 32 | 0.6281 | 0.0851 | 0.6281 | 0.7926 |
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- | No log | 3.0909 | 34 | 0.6602 | 0.1315 | 0.6602 | 0.8125 |
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- | No log | 3.2727 | 36 | 0.7127 | 0.2132 | 0.7127 | 0.8442 |
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- | No log | 3.4545 | 38 | 0.6755 | 0.1228 | 0.6755 | 0.8219 |
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- | No log | 3.6364 | 40 | 0.7181 | 0.3712 | 0.7181 | 0.8474 |
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- | No log | 3.8182 | 42 | 0.7303 | 0.4089 | 0.7303 | 0.8546 |
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- | No log | 4.0 | 44 | 0.6749 | 0.3577 | 0.6749 | 0.8215 |
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- | No log | 4.1818 | 46 | 0.7437 | 0.2821 | 0.7437 | 0.8624 |
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- | No log | 4.3636 | 48 | 0.6926 | 0.4427 | 0.6926 | 0.8322 |
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- | No log | 4.5455 | 50 | 0.6712 | 0.5214 | 0.6712 | 0.8193 |
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- | No log | 4.7273 | 52 | 0.6405 | 0.5307 | 0.6405 | 0.8003 |
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- | No log | 4.9091 | 54 | 0.6685 | 0.4868 | 0.6685 | 0.8176 |
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- | No log | 5.0909 | 56 | 0.6710 | 0.4652 | 0.6710 | 0.8192 |
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- | No log | 5.2727 | 58 | 0.5818 | 0.4586 | 0.5818 | 0.7628 |
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- | No log | 5.4545 | 60 | 0.5943 | 0.5353 | 0.5943 | 0.7709 |
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- | No log | 5.6364 | 62 | 0.5756 | 0.5257 | 0.5756 | 0.7587 |
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- | No log | 5.8182 | 64 | 0.5802 | 0.6047 | 0.5802 | 0.7617 |
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- | No log | 6.0 | 66 | 0.7106 | 0.5003 | 0.7106 | 0.8430 |
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- | No log | 6.1818 | 68 | 0.6030 | 0.6047 | 0.6030 | 0.7765 |
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- | No log | 6.3636 | 70 | 0.5621 | 0.5886 | 0.5621 | 0.7497 |
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- | No log | 6.5455 | 72 | 0.6281 | 0.4929 | 0.6281 | 0.7925 |
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- | No log | 6.7273 | 74 | 0.5759 | 0.5237 | 0.5759 | 0.7589 |
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- | No log | 6.9091 | 76 | 0.5383 | 0.5344 | 0.5383 | 0.7337 |
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- | No log | 7.0909 | 78 | 0.5468 | 0.4591 | 0.5468 | 0.7395 |
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- | No log | 7.2727 | 80 | 0.6714 | 0.4387 | 0.6714 | 0.8194 |
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- | No log | 7.4545 | 82 | 0.8497 | 0.3782 | 0.8497 | 0.9218 |
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- | No log | 7.6364 | 84 | 0.7389 | 0.3770 | 0.7389 | 0.8596 |
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- | No log | 7.8182 | 86 | 0.6319 | 0.3200 | 0.6319 | 0.7949 |
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- | No log | 8.0 | 88 | 0.7636 | 0.3502 | 0.7636 | 0.8738 |
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- | No log | 8.1818 | 90 | 0.9027 | 0.2129 | 0.9027 | 0.9501 |
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- | No log | 8.3636 | 92 | 0.7837 | 0.3300 | 0.7837 | 0.8853 |
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- | No log | 8.5455 | 94 | 0.6158 | 0.5046 | 0.6158 | 0.7847 |
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- | No log | 8.7273 | 96 | 0.5774 | 0.5050 | 0.5774 | 0.7599 |
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- | No log | 8.9091 | 98 | 0.5758 | 0.4467 | 0.5758 | 0.7588 |
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- | No log | 9.0909 | 100 | 0.5704 | 0.5195 | 0.5704 | 0.7552 |
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- | No log | 9.2727 | 102 | 0.6124 | 0.4367 | 0.6124 | 0.7825 |
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- | No log | 9.4545 | 104 | 0.5921 | 0.5305 | 0.5921 | 0.7695 |
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- | No log | 9.6364 | 106 | 0.6895 | 0.4409 | 0.6895 | 0.8304 |
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- | No log | 9.8182 | 108 | 0.8788 | 0.3650 | 0.8788 | 0.9374 |
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- | No log | 10.0 | 110 | 0.8465 | 0.4096 | 0.8465 | 0.9200 |
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- | No log | 10.1818 | 112 | 0.7042 | 0.4880 | 0.7042 | 0.8392 |
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- | No log | 10.3636 | 114 | 0.5581 | 0.4287 | 0.5581 | 0.7471 |
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- | No log | 10.5455 | 116 | 0.7879 | 0.4413 | 0.7880 | 0.8877 |
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- | No log | 10.7273 | 118 | 1.0301 | 0.3735 | 1.0301 | 1.0149 |
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- | No log | 10.9091 | 120 | 0.8990 | 0.4321 | 0.8990 | 0.9482 |
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- | No log | 11.0909 | 122 | 0.6377 | 0.5266 | 0.6377 | 0.7986 |
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- | No log | 11.2727 | 124 | 0.5458 | 0.5678 | 0.5458 | 0.7388 |
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- | No log | 11.4545 | 126 | 0.5238 | 0.5357 | 0.5238 | 0.7237 |
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- | No log | 11.6364 | 128 | 0.5179 | 0.4820 | 0.5179 | 0.7197 |
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- | No log | 11.8182 | 130 | 0.5157 | 0.5252 | 0.5157 | 0.7181 |
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- | No log | 12.0 | 132 | 0.5475 | 0.4889 | 0.5475 | 0.7399 |
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- | No log | 12.1818 | 134 | 0.6415 | 0.4667 | 0.6415 | 0.8009 |
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- | No log | 12.3636 | 136 | 0.6550 | 0.4468 | 0.6550 | 0.8093 |
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- | No log | 12.5455 | 138 | 0.5593 | 0.5543 | 0.5593 | 0.7479 |
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- | No log | 12.7273 | 140 | 0.5480 | 0.5831 | 0.5480 | 0.7403 |
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- | No log | 12.9091 | 142 | 0.5848 | 0.4655 | 0.5848 | 0.7647 |
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- | No log | 13.0909 | 144 | 0.5451 | 0.5177 | 0.5451 | 0.7383 |
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- | No log | 13.2727 | 146 | 0.5634 | 0.5086 | 0.5634 | 0.7506 |
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- | No log | 13.4545 | 148 | 0.6057 | 0.4665 | 0.6057 | 0.7783 |
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- | No log | 13.6364 | 150 | 0.5549 | 0.5149 | 0.5549 | 0.7449 |
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- | No log | 13.8182 | 152 | 0.4969 | 0.5141 | 0.4969 | 0.7049 |
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- | No log | 14.0 | 154 | 0.4930 | 0.5379 | 0.4930 | 0.7021 |
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- | No log | 14.1818 | 156 | 0.5260 | 0.5560 | 0.5260 | 0.7253 |
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- | No log | 14.3636 | 158 | 0.5615 | 0.5379 | 0.5615 | 0.7493 |
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- | No log | 14.5455 | 160 | 0.5514 | 0.5206 | 0.5514 | 0.7426 |
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- | No log | 14.7273 | 162 | 0.4928 | 0.6431 | 0.4928 | 0.7020 |
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- | No log | 14.9091 | 164 | 0.4960 | 0.6105 | 0.4960 | 0.7043 |
134
- | No log | 15.0909 | 166 | 0.5193 | 0.6402 | 0.5193 | 0.7206 |
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- | No log | 15.2727 | 168 | 0.5004 | 0.5915 | 0.5004 | 0.7074 |
136
- | No log | 15.4545 | 170 | 0.4859 | 0.6092 | 0.4859 | 0.6971 |
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- | No log | 15.6364 | 172 | 0.4882 | 0.5888 | 0.4882 | 0.6987 |
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- | No log | 15.8182 | 174 | 0.4894 | 0.5753 | 0.4894 | 0.6996 |
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- | No log | 16.0 | 176 | 0.4835 | 0.5753 | 0.4835 | 0.6954 |
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- | No log | 16.1818 | 178 | 0.4823 | 0.5846 | 0.4823 | 0.6945 |
141
- | No log | 16.3636 | 180 | 0.4799 | 0.5609 | 0.4799 | 0.6928 |
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- | No log | 16.5455 | 182 | 0.5200 | 0.5560 | 0.5200 | 0.7211 |
143
- | No log | 16.7273 | 184 | 0.5423 | 0.5770 | 0.5423 | 0.7364 |
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- | No log | 16.9091 | 186 | 0.4965 | 0.5951 | 0.4965 | 0.7046 |
145
- | No log | 17.0909 | 188 | 0.5737 | 0.5078 | 0.5737 | 0.7575 |
146
- | No log | 17.2727 | 190 | 0.5880 | 0.4868 | 0.5880 | 0.7668 |
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- | No log | 17.4545 | 192 | 0.5273 | 0.5340 | 0.5273 | 0.7262 |
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- | No log | 17.6364 | 194 | 0.5357 | 0.5816 | 0.5357 | 0.7319 |
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- | No log | 17.8182 | 196 | 0.5220 | 0.5816 | 0.5220 | 0.7225 |
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- | No log | 18.0 | 198 | 0.5261 | 0.5677 | 0.5261 | 0.7253 |
151
- | No log | 18.1818 | 200 | 0.5244 | 0.5951 | 0.5244 | 0.7242 |
152
- | No log | 18.3636 | 202 | 0.5330 | 0.5201 | 0.5330 | 0.7301 |
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- | No log | 18.5455 | 204 | 0.5743 | 0.4883 | 0.5743 | 0.7578 |
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- | No log | 18.7273 | 206 | 0.5525 | 0.5201 | 0.5525 | 0.7433 |
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- | No log | 18.9091 | 208 | 0.5443 | 0.5722 | 0.5443 | 0.7378 |
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- | No log | 19.0909 | 210 | 0.7823 | 0.4511 | 0.7823 | 0.8845 |
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- | No log | 19.2727 | 212 | 1.0550 | 0.2574 | 1.0550 | 1.0271 |
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- | No log | 19.4545 | 214 | 0.9781 | 0.2553 | 0.9781 | 0.9890 |
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- | No log | 19.6364 | 216 | 0.6901 | 0.5900 | 0.6901 | 0.8307 |
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- | No log | 19.8182 | 218 | 0.5646 | 0.5570 | 0.5646 | 0.7514 |
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- | No log | 20.0 | 220 | 0.5445 | 0.6136 | 0.5445 | 0.7379 |
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- | No log | 20.1818 | 222 | 0.5503 | 0.6130 | 0.5503 | 0.7418 |
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- | No log | 20.3636 | 224 | 0.6097 | 0.5368 | 0.6097 | 0.7808 |
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- | No log | 20.5455 | 226 | 0.6170 | 0.5368 | 0.6170 | 0.7855 |
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- | No log | 20.7273 | 228 | 0.5449 | 0.5890 | 0.5449 | 0.7381 |
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- | No log | 20.9091 | 230 | 0.5325 | 0.5201 | 0.5325 | 0.7297 |
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- | No log | 21.0909 | 232 | 0.5598 | 0.4864 | 0.5598 | 0.7482 |
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- | No log | 21.2727 | 234 | 0.5469 | 0.4644 | 0.5469 | 0.7396 |
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- | No log | 21.4545 | 236 | 0.5037 | 0.5846 | 0.5037 | 0.7097 |
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- | No log | 21.6364 | 238 | 0.5139 | 0.6589 | 0.5139 | 0.7169 |
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- | No log | 21.8182 | 240 | 0.5082 | 0.5918 | 0.5082 | 0.7129 |
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- | No log | 22.0 | 242 | 0.4891 | 0.6269 | 0.4891 | 0.6994 |
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- | No log | 22.1818 | 244 | 0.4876 | 0.5846 | 0.4876 | 0.6983 |
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- | No log | 22.3636 | 246 | 0.4948 | 0.5985 | 0.4948 | 0.7034 |
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- | No log | 22.5455 | 248 | 0.4811 | 0.6114 | 0.4811 | 0.6936 |
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- | No log | 22.7273 | 250 | 0.4686 | 0.6114 | 0.4686 | 0.6846 |
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- | No log | 22.9091 | 252 | 0.4536 | 0.6339 | 0.4536 | 0.6735 |
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- | No log | 23.0909 | 254 | 0.4942 | 0.5485 | 0.4942 | 0.7030 |
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- | No log | 23.2727 | 256 | 0.5568 | 0.5712 | 0.5568 | 0.7462 |
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- | No log | 23.4545 | 258 | 0.5140 | 0.5601 | 0.5140 | 0.7169 |
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- | No log | 23.6364 | 260 | 0.4916 | 0.5528 | 0.4916 | 0.7011 |
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- | No log | 23.8182 | 262 | 0.4750 | 0.5411 | 0.4750 | 0.6892 |
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- | No log | 24.0 | 264 | 0.4568 | 0.5738 | 0.4568 | 0.6759 |
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- | No log | 24.1818 | 266 | 0.4569 | 0.6759 | 0.4569 | 0.6760 |
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- | No log | 24.3636 | 268 | 0.4649 | 0.6957 | 0.4649 | 0.6819 |
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- | No log | 24.5455 | 270 | 0.4649 | 0.6254 | 0.4649 | 0.6818 |
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- | No log | 24.7273 | 272 | 0.5394 | 0.5211 | 0.5394 | 0.7345 |
188
- | No log | 24.9091 | 274 | 0.6205 | 0.5101 | 0.6205 | 0.7877 |
189
- | No log | 25.0909 | 276 | 0.5808 | 0.5045 | 0.5808 | 0.7621 |
190
- | No log | 25.2727 | 278 | 0.5127 | 0.5379 | 0.5127 | 0.7160 |
191
- | No log | 25.4545 | 280 | 0.5111 | 0.6170 | 0.5111 | 0.7149 |
192
- | No log | 25.6364 | 282 | 0.5252 | 0.6389 | 0.5252 | 0.7247 |
193
- | No log | 25.8182 | 284 | 0.5152 | 0.5993 | 0.5152 | 0.7178 |
194
- | No log | 26.0 | 286 | 0.5191 | 0.5988 | 0.5191 | 0.7205 |
195
- | No log | 26.1818 | 288 | 0.5367 | 0.5388 | 0.5367 | 0.7326 |
196
- | No log | 26.3636 | 290 | 0.5342 | 0.5473 | 0.5342 | 0.7309 |
197
- | No log | 26.5455 | 292 | 0.5018 | 0.6650 | 0.5018 | 0.7084 |
198
- | No log | 26.7273 | 294 | 0.5119 | 0.5915 | 0.5119 | 0.7155 |
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- | No log | 26.9091 | 296 | 0.5320 | 0.6210 | 0.5320 | 0.7294 |
200
- | No log | 27.0909 | 298 | 0.5076 | 0.6295 | 0.5076 | 0.7125 |
201
- | No log | 27.2727 | 300 | 0.4898 | 0.5846 | 0.4898 | 0.6999 |
202
- | No log | 27.4545 | 302 | 0.5022 | 0.4985 | 0.5022 | 0.7087 |
203
- | No log | 27.6364 | 304 | 0.5641 | 0.4854 | 0.5641 | 0.7511 |
204
- | No log | 27.8182 | 306 | 0.5813 | 0.5081 | 0.5813 | 0.7624 |
205
- | No log | 28.0 | 308 | 0.5264 | 0.5034 | 0.5264 | 0.7255 |
206
- | No log | 28.1818 | 310 | 0.4979 | 0.5053 | 0.4979 | 0.7056 |
207
- | No log | 28.3636 | 312 | 0.4911 | 0.5071 | 0.4911 | 0.7008 |
208
- | No log | 28.5455 | 314 | 0.4952 | 0.5517 | 0.4952 | 0.7037 |
209
- | No log | 28.7273 | 316 | 0.4961 | 0.6254 | 0.4961 | 0.7044 |
210
- | No log | 28.9091 | 318 | 0.5042 | 0.6761 | 0.5042 | 0.7101 |
211
- | No log | 29.0909 | 320 | 0.5105 | 0.6389 | 0.5105 | 0.7145 |
212
- | No log | 29.2727 | 322 | 0.4972 | 0.5993 | 0.4972 | 0.7051 |
213
- | No log | 29.4545 | 324 | 0.5008 | 0.5289 | 0.5008 | 0.7077 |
214
- | No log | 29.6364 | 326 | 0.5384 | 0.5015 | 0.5384 | 0.7338 |
215
- | No log | 29.8182 | 328 | 0.5413 | 0.5254 | 0.5413 | 0.7357 |
216
- | No log | 30.0 | 330 | 0.5204 | 0.5184 | 0.5204 | 0.7214 |
217
- | No log | 30.1818 | 332 | 0.5001 | 0.5053 | 0.5001 | 0.7072 |
218
- | No log | 30.3636 | 334 | 0.4962 | 0.5053 | 0.4962 | 0.7044 |
219
- | No log | 30.5455 | 336 | 0.4946 | 0.5053 | 0.4946 | 0.7033 |
220
- | No log | 30.7273 | 338 | 0.4978 | 0.5053 | 0.4978 | 0.7055 |
221
- | No log | 30.9091 | 340 | 0.4833 | 0.5912 | 0.4833 | 0.6952 |
222
- | No log | 31.0909 | 342 | 0.4858 | 0.6242 | 0.4858 | 0.6970 |
223
- | No log | 31.2727 | 344 | 0.4883 | 0.6024 | 0.4883 | 0.6988 |
224
- | No log | 31.4545 | 346 | 0.4826 | 0.6317 | 0.4826 | 0.6947 |
225
- | No log | 31.6364 | 348 | 0.4861 | 0.5897 | 0.4861 | 0.6972 |
226
- | No log | 31.8182 | 350 | 0.4912 | 0.5671 | 0.4912 | 0.7009 |
227
- | No log | 32.0 | 352 | 0.4971 | 0.5671 | 0.4971 | 0.7051 |
228
- | No log | 32.1818 | 354 | 0.4869 | 0.5897 | 0.4869 | 0.6978 |
229
- | No log | 32.3636 | 356 | 0.4843 | 0.5897 | 0.4843 | 0.6959 |
230
- | No log | 32.5455 | 358 | 0.4818 | 0.5703 | 0.4818 | 0.6941 |
231
- | No log | 32.7273 | 360 | 0.4823 | 0.6046 | 0.4823 | 0.6945 |
232
- | No log | 32.9091 | 362 | 0.4851 | 0.6052 | 0.4851 | 0.6965 |
233
- | No log | 33.0909 | 364 | 0.4668 | 0.6254 | 0.4668 | 0.6832 |
234
- | No log | 33.2727 | 366 | 0.4629 | 0.6364 | 0.4629 | 0.6804 |
235
- | No log | 33.4545 | 368 | 0.4644 | 0.6060 | 0.4644 | 0.6814 |
236
- | No log | 33.6364 | 370 | 0.4686 | 0.5926 | 0.4686 | 0.6845 |
237
- | No log | 33.8182 | 372 | 0.4610 | 0.6426 | 0.4610 | 0.6790 |
238
- | No log | 34.0 | 374 | 0.4528 | 0.7227 | 0.4528 | 0.6729 |
239
- | No log | 34.1818 | 376 | 0.4584 | 0.6503 | 0.4584 | 0.6771 |
240
- | No log | 34.3636 | 378 | 0.4860 | 0.6620 | 0.4860 | 0.6971 |
241
- | No log | 34.5455 | 380 | 0.5457 | 0.5650 | 0.5457 | 0.7387 |
242
- | No log | 34.7273 | 382 | 0.5202 | 0.5650 | 0.5202 | 0.7212 |
243
- | No log | 34.9091 | 384 | 0.4508 | 0.7052 | 0.4508 | 0.6714 |
244
- | No log | 35.0909 | 386 | 0.4464 | 0.6730 | 0.4464 | 0.6681 |
245
- | No log | 35.2727 | 388 | 0.4704 | 0.5872 | 0.4704 | 0.6859 |
246
- | No log | 35.4545 | 390 | 0.4665 | 0.5872 | 0.4665 | 0.6830 |
247
- | No log | 35.6364 | 392 | 0.4352 | 0.6750 | 0.4352 | 0.6597 |
248
- | No log | 35.8182 | 394 | 0.4531 | 0.6960 | 0.4531 | 0.6731 |
249
- | No log | 36.0 | 396 | 0.4783 | 0.6127 | 0.4783 | 0.6916 |
250
- | No log | 36.1818 | 398 | 0.4679 | 0.6960 | 0.4679 | 0.6840 |
251
- | No log | 36.3636 | 400 | 0.4460 | 0.6762 | 0.4460 | 0.6678 |
252
- | No log | 36.5455 | 402 | 0.4476 | 0.6750 | 0.4476 | 0.6690 |
253
- | No log | 36.7273 | 404 | 0.4735 | 0.5741 | 0.4735 | 0.6881 |
254
- | No log | 36.9091 | 406 | 0.5095 | 0.5442 | 0.5095 | 0.7138 |
255
- | No log | 37.0909 | 408 | 0.4855 | 0.5485 | 0.4855 | 0.6968 |
256
- | No log | 37.2727 | 410 | 0.4613 | 0.6317 | 0.4613 | 0.6792 |
257
- | No log | 37.4545 | 412 | 0.4620 | 0.6228 | 0.4620 | 0.6797 |
258
- | No log | 37.6364 | 414 | 0.4703 | 0.6096 | 0.4703 | 0.6858 |
259
- | No log | 37.8182 | 416 | 0.4796 | 0.5593 | 0.4796 | 0.6925 |
260
- | No log | 38.0 | 418 | 0.4905 | 0.5593 | 0.4905 | 0.7004 |
261
- | No log | 38.1818 | 420 | 0.5137 | 0.4883 | 0.5137 | 0.7168 |
262
- | No log | 38.3636 | 422 | 0.5088 | 0.5362 | 0.5088 | 0.7133 |
263
- | No log | 38.5455 | 424 | 0.4944 | 0.5362 | 0.4944 | 0.7031 |
264
- | No log | 38.7273 | 426 | 0.4942 | 0.5362 | 0.4942 | 0.7030 |
265
- | No log | 38.9091 | 428 | 0.4983 | 0.5362 | 0.4983 | 0.7059 |
266
- | No log | 39.0909 | 430 | 0.4913 | 0.5362 | 0.4913 | 0.7009 |
267
- | No log | 39.2727 | 432 | 0.4809 | 0.5289 | 0.4809 | 0.6935 |
268
- | No log | 39.4545 | 434 | 0.4780 | 0.6242 | 0.4780 | 0.6914 |
269
- | No log | 39.6364 | 436 | 0.4783 | 0.6024 | 0.4783 | 0.6916 |
270
- | No log | 39.8182 | 438 | 0.4726 | 0.5648 | 0.4726 | 0.6875 |
271
- | No log | 40.0 | 440 | 0.4751 | 0.5455 | 0.4751 | 0.6893 |
272
- | No log | 40.1818 | 442 | 0.4877 | 0.5362 | 0.4877 | 0.6983 |
273
- | No log | 40.3636 | 444 | 0.4895 | 0.5272 | 0.4895 | 0.6996 |
274
- | No log | 40.5455 | 446 | 0.4698 | 0.5289 | 0.4698 | 0.6854 |
275
- | No log | 40.7273 | 448 | 0.4597 | 0.5800 | 0.4597 | 0.6780 |
276
- | No log | 40.9091 | 450 | 0.4656 | 0.5800 | 0.4656 | 0.6823 |
277
- | No log | 41.0909 | 452 | 0.4791 | 0.5784 | 0.4791 | 0.6922 |
278
- | No log | 41.2727 | 454 | 0.4835 | 0.5687 | 0.4835 | 0.6953 |
279
- | No log | 41.4545 | 456 | 0.4833 | 0.5687 | 0.4833 | 0.6952 |
280
- | No log | 41.6364 | 458 | 0.4885 | 0.4819 | 0.4885 | 0.6989 |
281
- | No log | 41.8182 | 460 | 0.4752 | 0.5050 | 0.4752 | 0.6894 |
282
- | No log | 42.0 | 462 | 0.4484 | 0.6351 | 0.4484 | 0.6697 |
283
- | No log | 42.1818 | 464 | 0.4588 | 0.7062 | 0.4588 | 0.6774 |
284
- | No log | 42.3636 | 466 | 0.5113 | 0.6431 | 0.5113 | 0.7151 |
285
- | No log | 42.5455 | 468 | 0.5402 | 0.5957 | 0.5402 | 0.7350 |
286
- | No log | 42.7273 | 470 | 0.5168 | 0.6169 | 0.5168 | 0.7189 |
287
- | No log | 42.9091 | 472 | 0.4757 | 0.6431 | 0.4757 | 0.6897 |
288
- | No log | 43.0909 | 474 | 0.4523 | 0.6566 | 0.4523 | 0.6725 |
289
- | No log | 43.2727 | 476 | 0.4600 | 0.6242 | 0.4600 | 0.6782 |
290
- | No log | 43.4545 | 478 | 0.4682 | 0.5567 | 0.4682 | 0.6842 |
291
- | No log | 43.6364 | 480 | 0.4773 | 0.5567 | 0.4773 | 0.6909 |
292
- | No log | 43.8182 | 482 | 0.4896 | 0.5428 | 0.4896 | 0.6997 |
293
- | No log | 44.0 | 484 | 0.4973 | 0.5411 | 0.4973 | 0.7052 |
294
- | No log | 44.1818 | 486 | 0.4849 | 0.5341 | 0.4849 | 0.6963 |
295
- | No log | 44.3636 | 488 | 0.4767 | 0.5559 | 0.4767 | 0.6904 |
296
- | No log | 44.5455 | 490 | 0.4671 | 0.6173 | 0.4671 | 0.6835 |
297
- | No log | 44.7273 | 492 | 0.4652 | 0.6750 | 0.4652 | 0.6821 |
298
- | No log | 44.9091 | 494 | 0.4726 | 0.6197 | 0.4726 | 0.6875 |
299
- | No log | 45.0909 | 496 | 0.4872 | 0.6210 | 0.4872 | 0.6980 |
300
- | No log | 45.2727 | 498 | 0.4927 | 0.6295 | 0.4927 | 0.7019 |
301
- | 0.2524 | 45.4545 | 500 | 0.4746 | 0.6295 | 0.4746 | 0.6889 |
302
- | 0.2524 | 45.6364 | 502 | 0.4617 | 0.5672 | 0.4617 | 0.6795 |
303
- | 0.2524 | 45.8182 | 504 | 0.4655 | 0.5831 | 0.4655 | 0.6823 |
304
- | 0.2524 | 46.0 | 506 | 0.4791 | 0.5517 | 0.4791 | 0.6922 |
305
- | 0.2524 | 46.1818 | 508 | 0.4721 | 0.5831 | 0.4721 | 0.6871 |
306
- | 0.2524 | 46.3636 | 510 | 0.4624 | 0.6439 | 0.4624 | 0.6800 |
307
- | 0.2524 | 46.5455 | 512 | 0.4668 | 0.5956 | 0.4668 | 0.6832 |
308
- | 0.2524 | 46.7273 | 514 | 0.4786 | 0.5687 | 0.4786 | 0.6918 |
309
- | 0.2524 | 46.9091 | 516 | 0.4816 | 0.5687 | 0.4816 | 0.6940 |
310
- | 0.2524 | 47.0909 | 518 | 0.4682 | 0.6170 | 0.4682 | 0.6843 |
311
- | 0.2524 | 47.2727 | 520 | 0.4639 | 0.6643 | 0.4639 | 0.6811 |
312
- | 0.2524 | 47.4545 | 522 | 0.4802 | 0.5404 | 0.4802 | 0.6930 |
313
- | 0.2524 | 47.6364 | 524 | 0.4981 | 0.5745 | 0.4981 | 0.7058 |
314
- | 0.2524 | 47.8182 | 526 | 0.4944 | 0.5447 | 0.4944 | 0.7032 |
315
- | 0.2524 | 48.0 | 528 | 0.4742 | 0.6009 | 0.4742 | 0.6886 |
316
- | 0.2524 | 48.1818 | 530 | 0.4697 | 0.6849 | 0.4697 | 0.6853 |
317
- | 0.2524 | 48.3636 | 532 | 0.5063 | 0.5956 | 0.5063 | 0.7115 |
318
- | 0.2524 | 48.5455 | 534 | 0.5577 | 0.6104 | 0.5577 | 0.7468 |
319
- | 0.2524 | 48.7273 | 536 | 0.5682 | 0.5922 | 0.5682 | 0.7538 |
320
- | 0.2524 | 48.9091 | 538 | 0.5429 | 0.5706 | 0.5429 | 0.7368 |
321
- | 0.2524 | 49.0909 | 540 | 0.5006 | 0.6047 | 0.5006 | 0.7075 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
322
 
323
 
324
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task7_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_k3_task7_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: 0.4471
19
+ - Qwk: 0.5556
20
+ - Mse: 0.4471
21
+ - Rmse: 0.6687
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1333 | 2 | 2.6123 | -0.0788 | 2.6123 | 1.6163 |
53
+ | No log | 0.2667 | 4 | 1.1244 | 0.1268 | 1.1244 | 1.0604 |
54
+ | No log | 0.4 | 6 | 0.7119 | 0.2118 | 0.7119 | 0.8437 |
55
+ | No log | 0.5333 | 8 | 0.7069 | 0.2558 | 0.7069 | 0.8408 |
56
+ | No log | 0.6667 | 10 | 0.6753 | 0.3536 | 0.6753 | 0.8218 |
57
+ | No log | 0.8 | 12 | 0.7064 | 0.3286 | 0.7064 | 0.8405 |
58
+ | No log | 0.9333 | 14 | 0.6883 | 0.2872 | 0.6883 | 0.8296 |
59
+ | No log | 1.0667 | 16 | 0.7426 | 0.2456 | 0.7426 | 0.8617 |
60
+ | No log | 1.2 | 18 | 0.8584 | 0.1924 | 0.8584 | 0.9265 |
61
+ | No log | 1.3333 | 20 | 0.7923 | 0.2746 | 0.7923 | 0.8901 |
62
+ | No log | 1.4667 | 22 | 0.7792 | 0.1952 | 0.7792 | 0.8827 |
63
+ | No log | 1.6 | 24 | 0.7564 | 0.3183 | 0.7564 | 0.8697 |
64
+ | No log | 1.7333 | 26 | 0.7882 | 0.1906 | 0.7882 | 0.8878 |
65
+ | No log | 1.8667 | 28 | 0.9353 | 0.1925 | 0.9353 | 0.9671 |
66
+ | No log | 2.0 | 30 | 0.7960 | 0.1973 | 0.7960 | 0.8922 |
67
+ | No log | 2.1333 | 32 | 0.6628 | 0.3577 | 0.6628 | 0.8141 |
68
+ | No log | 2.2667 | 34 | 0.7264 | 0.4911 | 0.7264 | 0.8523 |
69
+ | No log | 2.4 | 36 | 0.7001 | 0.4464 | 0.7001 | 0.8367 |
70
+ | No log | 2.5333 | 38 | 0.6357 | 0.4023 | 0.6357 | 0.7973 |
71
+ | No log | 2.6667 | 40 | 0.7076 | 0.3157 | 0.7076 | 0.8412 |
72
+ | No log | 2.8 | 42 | 0.9176 | 0.3461 | 0.9176 | 0.9579 |
73
+ | No log | 2.9333 | 44 | 0.7883 | 0.3719 | 0.7883 | 0.8878 |
74
+ | No log | 3.0667 | 46 | 0.7043 | 0.3739 | 0.7043 | 0.8392 |
75
+ | No log | 3.2 | 48 | 0.5885 | 0.4731 | 0.5885 | 0.7672 |
76
+ | No log | 3.3333 | 50 | 0.5940 | 0.4738 | 0.5940 | 0.7707 |
77
+ | No log | 3.4667 | 52 | 0.7071 | 0.3957 | 0.7071 | 0.8409 |
78
+ | No log | 3.6 | 54 | 0.8778 | 0.3160 | 0.8778 | 0.9369 |
79
+ | No log | 3.7333 | 56 | 0.8439 | 0.3137 | 0.8439 | 0.9186 |
80
+ | No log | 3.8667 | 58 | 0.6444 | 0.4677 | 0.6444 | 0.8028 |
81
+ | No log | 4.0 | 60 | 0.6385 | 0.4601 | 0.6385 | 0.7991 |
82
+ | No log | 4.1333 | 62 | 0.6503 | 0.4743 | 0.6503 | 0.8064 |
83
+ | No log | 4.2667 | 64 | 0.6837 | 0.4494 | 0.6837 | 0.8268 |
84
+ | No log | 4.4 | 66 | 0.7900 | 0.3204 | 0.7900 | 0.8888 |
85
+ | No log | 4.5333 | 68 | 0.7983 | 0.2886 | 0.7983 | 0.8935 |
86
+ | No log | 4.6667 | 70 | 0.6949 | 0.4139 | 0.6949 | 0.8336 |
87
+ | No log | 4.8 | 72 | 0.6675 | 0.4397 | 0.6675 | 0.8170 |
88
+ | No log | 4.9333 | 74 | 0.6664 | 0.4772 | 0.6664 | 0.8163 |
89
+ | No log | 5.0667 | 76 | 0.6342 | 0.5389 | 0.6342 | 0.7964 |
90
+ | No log | 5.2 | 78 | 0.7407 | 0.3517 | 0.7407 | 0.8607 |
91
+ | No log | 5.3333 | 80 | 0.7813 | 0.3431 | 0.7813 | 0.8839 |
92
+ | No log | 5.4667 | 82 | 0.6177 | 0.5467 | 0.6177 | 0.7859 |
93
+ | No log | 5.6 | 84 | 0.6711 | 0.5484 | 0.6711 | 0.8192 |
94
+ | No log | 5.7333 | 86 | 0.7348 | 0.4757 | 0.7348 | 0.8572 |
95
+ | No log | 5.8667 | 88 | 0.5615 | 0.4984 | 0.5615 | 0.7493 |
96
+ | No log | 6.0 | 90 | 0.5921 | 0.4888 | 0.5921 | 0.7695 |
97
+ | No log | 6.1333 | 92 | 0.7173 | 0.3663 | 0.7173 | 0.8469 |
98
+ | No log | 6.2667 | 94 | 0.6513 | 0.4477 | 0.6513 | 0.8070 |
99
+ | No log | 6.4 | 96 | 0.6096 | 0.4979 | 0.6096 | 0.7808 |
100
+ | No log | 6.5333 | 98 | 0.5877 | 0.4795 | 0.5877 | 0.7666 |
101
+ | No log | 6.6667 | 100 | 0.6407 | 0.5563 | 0.6407 | 0.8004 |
102
+ | No log | 6.8 | 102 | 0.6323 | 0.5302 | 0.6323 | 0.7952 |
103
+ | No log | 6.9333 | 104 | 0.6061 | 0.5586 | 0.6061 | 0.7785 |
104
+ | No log | 7.0667 | 106 | 0.5815 | 0.5494 | 0.5815 | 0.7625 |
105
+ | No log | 7.2 | 108 | 0.6046 | 0.4598 | 0.6046 | 0.7776 |
106
+ | No log | 7.3333 | 110 | 0.6139 | 0.4272 | 0.6139 | 0.7835 |
107
+ | No log | 7.4667 | 112 | 0.5311 | 0.5860 | 0.5311 | 0.7288 |
108
+ | No log | 7.6 | 114 | 0.6351 | 0.5308 | 0.6351 | 0.7969 |
109
+ | No log | 7.7333 | 116 | 0.7537 | 0.5414 | 0.7537 | 0.8682 |
110
+ | No log | 7.8667 | 118 | 0.6657 | 0.5181 | 0.6657 | 0.8159 |
111
+ | No log | 8.0 | 120 | 0.5775 | 0.5741 | 0.5775 | 0.7599 |
112
+ | No log | 8.1333 | 122 | 0.5636 | 0.5352 | 0.5636 | 0.7508 |
113
+ | No log | 8.2667 | 124 | 0.6433 | 0.4616 | 0.6433 | 0.8021 |
114
+ | No log | 8.4 | 126 | 0.5998 | 0.5483 | 0.5998 | 0.7745 |
115
+ | No log | 8.5333 | 128 | 0.5815 | 0.5812 | 0.5815 | 0.7625 |
116
+ | No log | 8.6667 | 130 | 0.5851 | 0.5563 | 0.5851 | 0.7649 |
117
+ | No log | 8.8 | 132 | 0.5985 | 0.5383 | 0.5985 | 0.7736 |
118
+ | No log | 8.9333 | 134 | 0.5772 | 0.5707 | 0.5772 | 0.7597 |
119
+ | No log | 9.0667 | 136 | 0.5768 | 0.5463 | 0.5768 | 0.7595 |
120
+ | No log | 9.2 | 138 | 0.5845 | 0.5611 | 0.5845 | 0.7645 |
121
+ | No log | 9.3333 | 140 | 0.5825 | 0.5831 | 0.5825 | 0.7632 |
122
+ | No log | 9.4667 | 142 | 0.6894 | 0.4436 | 0.6894 | 0.8303 |
123
+ | No log | 9.6 | 144 | 0.6741 | 0.5096 | 0.6741 | 0.8210 |
124
+ | No log | 9.7333 | 146 | 0.5747 | 0.5831 | 0.5747 | 0.7581 |
125
+ | No log | 9.8667 | 148 | 0.5291 | 0.5611 | 0.5291 | 0.7274 |
126
+ | No log | 10.0 | 150 | 0.5552 | 0.5429 | 0.5552 | 0.7451 |
127
+ | No log | 10.1333 | 152 | 0.4877 | 0.6577 | 0.4877 | 0.6984 |
128
+ | No log | 10.2667 | 154 | 0.5006 | 0.5577 | 0.5006 | 0.7075 |
129
+ | No log | 10.4 | 156 | 0.5440 | 0.5673 | 0.5440 | 0.7375 |
130
+ | No log | 10.5333 | 158 | 0.5477 | 0.5673 | 0.5477 | 0.7401 |
131
+ | No log | 10.6667 | 160 | 0.4817 | 0.6313 | 0.4817 | 0.6941 |
132
+ | No log | 10.8 | 162 | 0.5885 | 0.5874 | 0.5885 | 0.7671 |
133
+ | No log | 10.9333 | 164 | 0.5966 | 0.5552 | 0.5966 | 0.7724 |
134
+ | No log | 11.0667 | 166 | 0.4997 | 0.6133 | 0.4997 | 0.7069 |
135
+ | No log | 11.2 | 168 | 0.5396 | 0.5291 | 0.5396 | 0.7346 |
136
+ | No log | 11.3333 | 170 | 0.5378 | 0.5653 | 0.5378 | 0.7333 |
137
+ | No log | 11.4667 | 172 | 0.5032 | 0.5899 | 0.5032 | 0.7094 |
138
+ | No log | 11.6 | 174 | 0.5725 | 0.5970 | 0.5725 | 0.7566 |
139
+ | No log | 11.7333 | 176 | 0.6406 | 0.4429 | 0.6406 | 0.8004 |
140
+ | No log | 11.8667 | 178 | 0.5722 | 0.5918 | 0.5722 | 0.7564 |
141
+ | No log | 12.0 | 180 | 0.5279 | 0.5567 | 0.5279 | 0.7266 |
142
+ | No log | 12.1333 | 182 | 0.5588 | 0.5457 | 0.5588 | 0.7475 |
143
+ | No log | 12.2667 | 184 | 0.6163 | 0.5307 | 0.6163 | 0.7850 |
144
+ | No log | 12.4 | 186 | 0.5552 | 0.5457 | 0.5552 | 0.7451 |
145
+ | No log | 12.5333 | 188 | 0.5232 | 0.5890 | 0.5232 | 0.7233 |
146
+ | No log | 12.6667 | 190 | 0.5372 | 0.6066 | 0.5372 | 0.7329 |
147
+ | No log | 12.8 | 192 | 0.5272 | 0.6269 | 0.5272 | 0.7261 |
148
+ | No log | 12.9333 | 194 | 0.5123 | 0.6504 | 0.5123 | 0.7158 |
149
+ | No log | 13.0667 | 196 | 0.5256 | 0.5947 | 0.5256 | 0.7250 |
150
+ | No log | 13.2 | 198 | 0.5411 | 0.6025 | 0.5411 | 0.7356 |
151
+ | No log | 13.3333 | 200 | 0.5275 | 0.6431 | 0.5275 | 0.7263 |
152
+ | No log | 13.4667 | 202 | 0.5317 | 0.5479 | 0.5317 | 0.7292 |
153
+ | No log | 13.6 | 204 | 0.5426 | 0.4715 | 0.5426 | 0.7366 |
154
+ | No log | 13.7333 | 206 | 0.5479 | 0.5846 | 0.5479 | 0.7402 |
155
+ | No log | 13.8667 | 208 | 0.6139 | 0.5014 | 0.6139 | 0.7835 |
156
+ | No log | 14.0 | 210 | 0.6147 | 0.5014 | 0.6147 | 0.7840 |
157
+ | No log | 14.1333 | 212 | 0.5687 | 0.6082 | 0.5687 | 0.7541 |
158
+ | No log | 14.2667 | 214 | 0.5897 | 0.5418 | 0.5897 | 0.7679 |
159
+ | No log | 14.4 | 216 | 0.5851 | 0.5732 | 0.5851 | 0.7649 |
160
+ | No log | 14.5333 | 218 | 0.5565 | 0.5915 | 0.5565 | 0.7460 |
161
+ | No log | 14.6667 | 220 | 0.6232 | 0.5160 | 0.6232 | 0.7894 |
162
+ | No log | 14.8 | 222 | 0.7947 | 0.4458 | 0.7947 | 0.8915 |
163
+ | No log | 14.9333 | 224 | 0.8190 | 0.4277 | 0.8190 | 0.9050 |
164
+ | No log | 15.0667 | 226 | 0.7215 | 0.3909 | 0.7215 | 0.8494 |
165
+ | No log | 15.2 | 228 | 0.5949 | 0.5406 | 0.5949 | 0.7713 |
166
+ | No log | 15.3333 | 230 | 0.5996 | 0.6022 | 0.5996 | 0.7744 |
167
+ | No log | 15.4667 | 232 | 0.6064 | 0.5908 | 0.6064 | 0.7787 |
168
+ | No log | 15.6 | 234 | 0.5735 | 0.6295 | 0.5735 | 0.7573 |
169
+ | No log | 15.7333 | 236 | 0.5698 | 0.6112 | 0.5698 | 0.7548 |
170
+ | No log | 15.8667 | 238 | 0.5690 | 0.6186 | 0.5690 | 0.7543 |
171
+ | No log | 16.0 | 240 | 0.5529 | 0.5888 | 0.5529 | 0.7436 |
172
+ | No log | 16.1333 | 242 | 0.5431 | 0.5107 | 0.5431 | 0.7370 |
173
+ | No log | 16.2667 | 244 | 0.5343 | 0.4953 | 0.5343 | 0.7309 |
174
+ | No log | 16.4 | 246 | 0.5362 | 0.5022 | 0.5362 | 0.7323 |
175
+ | No log | 16.5333 | 248 | 0.5326 | 0.5095 | 0.5326 | 0.7298 |
176
+ | No log | 16.6667 | 250 | 0.5274 | 0.5022 | 0.5274 | 0.7262 |
177
+ | No log | 16.8 | 252 | 0.5269 | 0.5022 | 0.5269 | 0.7258 |
178
+ | No log | 16.9333 | 254 | 0.5317 | 0.5231 | 0.5317 | 0.7292 |
179
+ | No log | 17.0667 | 256 | 0.5620 | 0.5422 | 0.5620 | 0.7496 |
180
+ | No log | 17.2 | 258 | 0.6009 | 0.4935 | 0.6009 | 0.7751 |
181
+ | No log | 17.3333 | 260 | 0.5796 | 0.4935 | 0.5796 | 0.7613 |
182
+ | No log | 17.4667 | 262 | 0.5532 | 0.5405 | 0.5532 | 0.7438 |
183
+ | No log | 17.6 | 264 | 0.6074 | 0.5871 | 0.6074 | 0.7794 |
184
+ | No log | 17.7333 | 266 | 0.7109 | 0.5155 | 0.7109 | 0.8432 |
185
+ | No log | 17.8667 | 268 | 0.7739 | 0.4222 | 0.7739 | 0.8797 |
186
+ | No log | 18.0 | 270 | 0.6710 | 0.5326 | 0.6710 | 0.8191 |
187
+ | No log | 18.1333 | 272 | 0.5608 | 0.5095 | 0.5608 | 0.7489 |
188
+ | No log | 18.2667 | 274 | 0.5797 | 0.4611 | 0.5797 | 0.7614 |
189
+ | No log | 18.4 | 276 | 0.6678 | 0.3761 | 0.6678 | 0.8172 |
190
+ | No log | 18.5333 | 278 | 0.6232 | 0.4616 | 0.6232 | 0.7894 |
191
+ | No log | 18.6667 | 280 | 0.5937 | 0.4935 | 0.5937 | 0.7705 |
192
+ | No log | 18.8 | 282 | 0.5678 | 0.4895 | 0.5678 | 0.7535 |
193
+ | No log | 18.9333 | 284 | 0.5446 | 0.5266 | 0.5446 | 0.7380 |
194
+ | No log | 19.0667 | 286 | 0.5257 | 0.4973 | 0.5257 | 0.7250 |
195
+ | No log | 19.2 | 288 | 0.5439 | 0.6423 | 0.5439 | 0.7375 |
196
+ | No log | 19.3333 | 290 | 0.5264 | 0.5840 | 0.5264 | 0.7255 |
197
+ | No log | 19.4667 | 292 | 0.5250 | 0.5697 | 0.5250 | 0.7246 |
198
+ | No log | 19.6 | 294 | 0.5418 | 0.4981 | 0.5418 | 0.7361 |
199
+ | No log | 19.7333 | 296 | 0.5220 | 0.5300 | 0.5220 | 0.7225 |
200
+ | No log | 19.8667 | 298 | 0.4957 | 0.6460 | 0.4957 | 0.7041 |
201
+ | No log | 20.0 | 300 | 0.5019 | 0.6518 | 0.5019 | 0.7085 |
202
+ | No log | 20.1333 | 302 | 0.5098 | 0.6601 | 0.5098 | 0.7140 |
203
+ | No log | 20.2667 | 304 | 0.5058 | 0.5923 | 0.5058 | 0.7112 |
204
+ | No log | 20.4 | 306 | 0.5028 | 0.6303 | 0.5028 | 0.7091 |
205
+ | No log | 20.5333 | 308 | 0.4981 | 0.5286 | 0.4981 | 0.7058 |
206
+ | No log | 20.6667 | 310 | 0.5140 | 0.4876 | 0.5140 | 0.7169 |
207
+ | No log | 20.8 | 312 | 0.5223 | 0.4876 | 0.5223 | 0.7227 |
208
+ | No log | 20.9333 | 314 | 0.5128 | 0.6156 | 0.5128 | 0.7161 |
209
+ | No log | 21.0667 | 316 | 0.5520 | 0.5957 | 0.5520 | 0.7430 |
210
+ | No log | 21.2 | 318 | 0.6083 | 0.4893 | 0.6083 | 0.7799 |
211
+ | No log | 21.3333 | 320 | 0.5883 | 0.5042 | 0.5883 | 0.7670 |
212
+ | No log | 21.4667 | 322 | 0.5123 | 0.5521 | 0.5123 | 0.7157 |
213
+ | No log | 21.6 | 324 | 0.5422 | 0.4548 | 0.5421 | 0.7363 |
214
+ | No log | 21.7333 | 326 | 0.5860 | 0.4193 | 0.5860 | 0.7655 |
215
+ | No log | 21.8667 | 328 | 0.5658 | 0.4569 | 0.5658 | 0.7522 |
216
+ | No log | 22.0 | 330 | 0.5146 | 0.5122 | 0.5146 | 0.7173 |
217
+ | No log | 22.1333 | 332 | 0.5272 | 0.4705 | 0.5272 | 0.7261 |
218
+ | No log | 22.2667 | 334 | 0.5430 | 0.4705 | 0.5430 | 0.7369 |
219
+ | No log | 22.4 | 336 | 0.5171 | 0.5631 | 0.5171 | 0.7191 |
220
+ | No log | 22.5333 | 338 | 0.4934 | 0.5860 | 0.4934 | 0.7024 |
221
+ | No log | 22.6667 | 340 | 0.5330 | 0.5429 | 0.5330 | 0.7301 |
222
+ | No log | 22.8 | 342 | 0.5783 | 0.5298 | 0.5783 | 0.7604 |
223
+ | No log | 22.9333 | 344 | 0.5303 | 0.5553 | 0.5303 | 0.7282 |
224
+ | No log | 23.0667 | 346 | 0.4888 | 0.6001 | 0.4888 | 0.6991 |
225
+ | No log | 23.2 | 348 | 0.5288 | 0.5433 | 0.5288 | 0.7272 |
226
+ | No log | 23.3333 | 350 | 0.5618 | 0.5484 | 0.5618 | 0.7495 |
227
+ | No log | 23.4667 | 352 | 0.5139 | 0.5910 | 0.5139 | 0.7169 |
228
+ | No log | 23.6 | 354 | 0.4959 | 0.6222 | 0.4959 | 0.7042 |
229
+ | No log | 23.7333 | 356 | 0.5146 | 0.5767 | 0.5146 | 0.7174 |
230
+ | No log | 23.8667 | 358 | 0.4972 | 0.6333 | 0.4972 | 0.7051 |
231
+ | No log | 24.0 | 360 | 0.4805 | 0.6014 | 0.4805 | 0.6932 |
232
+ | No log | 24.1333 | 362 | 0.4761 | 0.6014 | 0.4761 | 0.6900 |
233
+ | No log | 24.2667 | 364 | 0.4702 | 0.6007 | 0.4702 | 0.6857 |
234
+ | No log | 24.4 | 366 | 0.4590 | 0.5941 | 0.4590 | 0.6775 |
235
+ | No log | 24.5333 | 368 | 0.4587 | 0.5941 | 0.4587 | 0.6772 |
236
+ | No log | 24.6667 | 370 | 0.4583 | 0.5941 | 0.4583 | 0.6770 |
237
+ | No log | 24.8 | 372 | 0.4546 | 0.5941 | 0.4546 | 0.6742 |
238
+ | No log | 24.9333 | 374 | 0.4536 | 0.5941 | 0.4536 | 0.6735 |
239
+ | No log | 25.0667 | 376 | 0.4533 | 0.6435 | 0.4533 | 0.6733 |
240
+ | No log | 25.2 | 378 | 0.4564 | 0.6024 | 0.4564 | 0.6756 |
241
+ | No log | 25.3333 | 380 | 0.4687 | 0.6252 | 0.4687 | 0.6846 |
242
+ | No log | 25.4667 | 382 | 0.4954 | 0.6691 | 0.4954 | 0.7039 |
243
+ | No log | 25.6 | 384 | 0.4801 | 0.6434 | 0.4801 | 0.6929 |
244
+ | No log | 25.7333 | 386 | 0.4697 | 0.6434 | 0.4697 | 0.6853 |
245
+ | No log | 25.8667 | 388 | 0.4650 | 0.6426 | 0.4650 | 0.6819 |
246
+ | No log | 26.0 | 390 | 0.4534 | 0.6024 | 0.4534 | 0.6734 |
247
+ | No log | 26.1333 | 392 | 0.4557 | 0.6448 | 0.4557 | 0.6751 |
248
+ | No log | 26.2667 | 394 | 0.4603 | 0.5714 | 0.4603 | 0.6784 |
249
+ | No log | 26.4 | 396 | 0.4682 | 0.5633 | 0.4682 | 0.6843 |
250
+ | No log | 26.5333 | 398 | 0.4544 | 0.6543 | 0.4544 | 0.6741 |
251
+ | No log | 26.6667 | 400 | 0.4483 | 0.6111 | 0.4483 | 0.6696 |
252
+ | No log | 26.8 | 402 | 0.4417 | 0.6111 | 0.4417 | 0.6646 |
253
+ | No log | 26.9333 | 404 | 0.4396 | 0.6242 | 0.4396 | 0.6630 |
254
+ | No log | 27.0667 | 406 | 0.4595 | 0.6317 | 0.4595 | 0.6779 |
255
+ | No log | 27.2 | 408 | 0.5122 | 0.5874 | 0.5122 | 0.7157 |
256
+ | No log | 27.3333 | 410 | 0.5148 | 0.5874 | 0.5148 | 0.7175 |
257
+ | No log | 27.4667 | 412 | 0.4644 | 0.6317 | 0.4644 | 0.6815 |
258
+ | No log | 27.6 | 414 | 0.4486 | 0.6321 | 0.4486 | 0.6698 |
259
+ | No log | 27.7333 | 416 | 0.4579 | 0.6321 | 0.4579 | 0.6767 |
260
+ | No log | 27.8667 | 418 | 0.4692 | 0.6661 | 0.4692 | 0.6850 |
261
+ | No log | 28.0 | 420 | 0.4911 | 0.5956 | 0.4911 | 0.7008 |
262
+ | No log | 28.1333 | 422 | 0.5030 | 0.5970 | 0.5030 | 0.7093 |
263
+ | No log | 28.2667 | 424 | 0.4917 | 0.5554 | 0.4917 | 0.7012 |
264
+ | No log | 28.4 | 426 | 0.4728 | 0.5899 | 0.4728 | 0.6876 |
265
+ | No log | 28.5333 | 428 | 0.4713 | 0.5749 | 0.4713 | 0.6865 |
266
+ | No log | 28.6667 | 430 | 0.4767 | 0.6321 | 0.4767 | 0.6905 |
267
+ | No log | 28.8 | 432 | 0.4749 | 0.6106 | 0.4749 | 0.6892 |
268
+ | No log | 28.9333 | 434 | 0.4810 | 0.5321 | 0.4810 | 0.6936 |
269
+ | No log | 29.0667 | 436 | 0.4841 | 0.5302 | 0.4841 | 0.6957 |
270
+ | No log | 29.2 | 438 | 0.4961 | 0.5943 | 0.4961 | 0.7044 |
271
+ | No log | 29.3333 | 440 | 0.5237 | 0.5793 | 0.5237 | 0.7237 |
272
+ | No log | 29.4667 | 442 | 0.5195 | 0.5706 | 0.5195 | 0.7207 |
273
+ | No log | 29.6 | 444 | 0.4766 | 0.6007 | 0.4766 | 0.6903 |
274
+ | No log | 29.7333 | 446 | 0.4667 | 0.5831 | 0.4667 | 0.6832 |
275
+ | No log | 29.8667 | 448 | 0.4886 | 0.6406 | 0.4886 | 0.6990 |
276
+ | No log | 30.0 | 450 | 0.4912 | 0.6201 | 0.4912 | 0.7008 |
277
+ | No log | 30.1333 | 452 | 0.4666 | 0.5687 | 0.4666 | 0.6831 |
278
+ | No log | 30.2667 | 454 | 0.4744 | 0.5714 | 0.4744 | 0.6888 |
279
+ | No log | 30.4 | 456 | 0.5047 | 0.6308 | 0.5047 | 0.7104 |
280
+ | No log | 30.5333 | 458 | 0.5700 | 0.5190 | 0.5700 | 0.7550 |
281
+ | No log | 30.6667 | 460 | 0.5752 | 0.5190 | 0.5752 | 0.7584 |
282
+ | No log | 30.8 | 462 | 0.5004 | 0.5822 | 0.5004 | 0.7074 |
283
+ | No log | 30.9333 | 464 | 0.4750 | 0.6672 | 0.4750 | 0.6892 |
284
+ | No log | 31.0667 | 466 | 0.4665 | 0.7012 | 0.4665 | 0.6830 |
285
+ | No log | 31.2 | 468 | 0.4699 | 0.6446 | 0.4699 | 0.6855 |
286
+ | No log | 31.3333 | 470 | 0.4748 | 0.5886 | 0.4748 | 0.6891 |
287
+ | No log | 31.4667 | 472 | 0.4715 | 0.5753 | 0.4715 | 0.6867 |
288
+ | No log | 31.6 | 474 | 0.4691 | 0.6171 | 0.4691 | 0.6849 |
289
+ | No log | 31.7333 | 476 | 0.4705 | 0.6566 | 0.4705 | 0.6860 |
290
+ | No log | 31.8667 | 478 | 0.4732 | 0.6388 | 0.4732 | 0.6879 |
291
+ | No log | 32.0 | 480 | 0.4798 | 0.6933 | 0.4798 | 0.6927 |
292
+ | No log | 32.1333 | 482 | 0.5117 | 0.6036 | 0.5117 | 0.7153 |
293
+ | No log | 32.2667 | 484 | 0.5023 | 0.6445 | 0.5023 | 0.7087 |
294
+ | No log | 32.4 | 486 | 0.4742 | 0.6158 | 0.4742 | 0.6886 |
295
+ | No log | 32.5333 | 488 | 0.5081 | 0.6495 | 0.5081 | 0.7128 |
296
+ | No log | 32.6667 | 490 | 0.6051 | 0.5007 | 0.6051 | 0.7779 |
297
+ | No log | 32.8 | 492 | 0.6382 | 0.4748 | 0.6382 | 0.7989 |
298
+ | No log | 32.9333 | 494 | 0.5657 | 0.4964 | 0.5657 | 0.7521 |
299
+ | No log | 33.0667 | 496 | 0.4917 | 0.6276 | 0.4917 | 0.7012 |
300
+ | No log | 33.2 | 498 | 0.4671 | 0.5422 | 0.4671 | 0.6835 |
301
+ | 0.2591 | 33.3333 | 500 | 0.4617 | 0.5440 | 0.4617 | 0.6795 |
302
+ | 0.2591 | 33.4667 | 502 | 0.4548 | 0.6335 | 0.4548 | 0.6744 |
303
+ | 0.2591 | 33.6 | 504 | 0.4534 | 0.6335 | 0.4534 | 0.6734 |
304
+ | 0.2591 | 33.7333 | 506 | 0.4624 | 0.6462 | 0.4624 | 0.6800 |
305
+ | 0.2591 | 33.8667 | 508 | 0.4608 | 0.6243 | 0.4608 | 0.6788 |
306
+ | 0.2591 | 34.0 | 510 | 0.4517 | 0.6243 | 0.4517 | 0.6721 |
307
+ | 0.2591 | 34.1333 | 512 | 0.4544 | 0.6370 | 0.4544 | 0.6741 |
308
+ | 0.2591 | 34.2667 | 514 | 0.4597 | 0.6793 | 0.4597 | 0.6780 |
309
+ | 0.2591 | 34.4 | 516 | 0.4563 | 0.6383 | 0.4563 | 0.6755 |
310
+ | 0.2591 | 34.5333 | 518 | 0.4584 | 0.6650 | 0.4584 | 0.6771 |
311
+ | 0.2591 | 34.6667 | 520 | 0.4621 | 0.7012 | 0.4621 | 0.6798 |
312
+ | 0.2591 | 34.8 | 522 | 0.4654 | 0.6334 | 0.4654 | 0.6822 |
313
+ | 0.2591 | 34.9333 | 524 | 0.4631 | 0.6632 | 0.4631 | 0.6805 |
314
+ | 0.2591 | 35.0667 | 526 | 0.4631 | 0.6422 | 0.4631 | 0.6805 |
315
+ | 0.2591 | 35.2 | 528 | 0.4614 | 0.6091 | 0.4614 | 0.6792 |
316
+ | 0.2591 | 35.3333 | 530 | 0.4636 | 0.6184 | 0.4636 | 0.6809 |
317
+ | 0.2591 | 35.4667 | 532 | 0.4700 | 0.5943 | 0.4700 | 0.6856 |
318
+ | 0.2591 | 35.6 | 534 | 0.4836 | 0.5329 | 0.4836 | 0.6954 |
319
+ | 0.2591 | 35.7333 | 536 | 0.5015 | 0.6052 | 0.5015 | 0.7082 |
320
+ | 0.2591 | 35.8667 | 538 | 0.5024 | 0.5712 | 0.5024 | 0.7088 |
321
+ | 0.2591 | 36.0 | 540 | 0.4825 | 0.5872 | 0.4825 | 0.6946 |
322
+ | 0.2591 | 36.1333 | 542 | 0.4604 | 0.6321 | 0.4604 | 0.6785 |
323
+ | 0.2591 | 36.2667 | 544 | 0.4724 | 0.6690 | 0.4724 | 0.6873 |
324
+ | 0.2591 | 36.4 | 546 | 0.5196 | 0.6414 | 0.5196 | 0.7208 |
325
+ | 0.2591 | 36.5333 | 548 | 0.5336 | 0.5233 | 0.5336 | 0.7305 |
326
+ | 0.2591 | 36.6667 | 550 | 0.5070 | 0.6414 | 0.5070 | 0.7120 |
327
+ | 0.2591 | 36.8 | 552 | 0.4693 | 0.6295 | 0.4693 | 0.6851 |
328
+ | 0.2591 | 36.9333 | 554 | 0.4574 | 0.6579 | 0.4574 | 0.6763 |
329
+ | 0.2591 | 37.0667 | 556 | 0.4588 | 0.6579 | 0.4588 | 0.6774 |
330
+ | 0.2591 | 37.2 | 558 | 0.4620 | 0.6579 | 0.4620 | 0.6797 |
331
+ | 0.2591 | 37.3333 | 560 | 0.4626 | 0.5633 | 0.4626 | 0.6801 |
332
+ | 0.2591 | 37.4667 | 562 | 0.4621 | 0.5227 | 0.4621 | 0.6798 |
333
+ | 0.2591 | 37.6 | 564 | 0.4648 | 0.5869 | 0.4648 | 0.6818 |
334
+ | 0.2591 | 37.7333 | 566 | 0.4851 | 0.5386 | 0.4851 | 0.6965 |
335
+ | 0.2591 | 37.8667 | 568 | 0.4892 | 0.5655 | 0.4892 | 0.6994 |
336
+ | 0.2591 | 38.0 | 570 | 0.4738 | 0.5665 | 0.4738 | 0.6883 |
337
+ | 0.2591 | 38.1333 | 572 | 0.4679 | 0.5556 | 0.4679 | 0.6840 |
338
+ | 0.2591 | 38.2667 | 574 | 0.4983 | 0.6210 | 0.4983 | 0.7059 |
339
+ | 0.2591 | 38.4 | 576 | 0.5105 | 0.5642 | 0.5105 | 0.7145 |
340
+ | 0.2591 | 38.5333 | 578 | 0.5067 | 0.6127 | 0.5067 | 0.7119 |
341
+ | 0.2591 | 38.6667 | 580 | 0.4895 | 0.6210 | 0.4895 | 0.6996 |
342
+ | 0.2591 | 38.8 | 582 | 0.4719 | 0.5831 | 0.4719 | 0.6870 |
343
+ | 0.2591 | 38.9333 | 584 | 0.4833 | 0.6087 | 0.4833 | 0.6952 |
344
+ | 0.2591 | 39.0667 | 586 | 0.5045 | 0.5989 | 0.5045 | 0.7103 |
345
+ | 0.2591 | 39.2 | 588 | 0.5215 | 0.6073 | 0.5215 | 0.7222 |
346
+ | 0.2591 | 39.3333 | 590 | 0.5206 | 0.6073 | 0.5206 | 0.7215 |
347
+ | 0.2591 | 39.4667 | 592 | 0.4935 | 0.5989 | 0.4935 | 0.7025 |
348
+ | 0.2591 | 39.6 | 594 | 0.4678 | 0.6418 | 0.4678 | 0.6840 |
349
+ | 0.2591 | 39.7333 | 596 | 0.4619 | 0.6808 | 0.4619 | 0.6796 |
350
+ | 0.2591 | 39.8667 | 598 | 0.4533 | 0.5941 | 0.4533 | 0.6733 |
351
+ | 0.2591 | 40.0 | 600 | 0.4487 | 0.6439 | 0.4487 | 0.6699 |
352
+ | 0.2591 | 40.1333 | 602 | 0.4458 | 0.6530 | 0.4458 | 0.6677 |
353
+ | 0.2591 | 40.2667 | 604 | 0.4470 | 0.6307 | 0.4470 | 0.6686 |
354
+ | 0.2591 | 40.4 | 606 | 0.4495 | 0.6403 | 0.4495 | 0.6704 |
355
+ | 0.2591 | 40.5333 | 608 | 0.4460 | 0.6403 | 0.4460 | 0.6678 |
356
+ | 0.2591 | 40.6667 | 610 | 0.4401 | 0.6403 | 0.4401 | 0.6634 |
357
+ | 0.2591 | 40.8 | 612 | 0.4385 | 0.5970 | 0.4385 | 0.6622 |
358
+ | 0.2591 | 40.9333 | 614 | 0.4419 | 0.6082 | 0.4419 | 0.6648 |
359
+ | 0.2591 | 41.0667 | 616 | 0.4355 | 0.6214 | 0.4355 | 0.6599 |
360
+ | 0.2591 | 41.2 | 618 | 0.4351 | 0.6228 | 0.4351 | 0.6596 |
361
+ | 0.2591 | 41.3333 | 620 | 0.4240 | 0.6639 | 0.4240 | 0.6512 |
362
+ | 0.2591 | 41.4667 | 622 | 0.4316 | 0.7032 | 0.4316 | 0.6569 |
363
+ | 0.2591 | 41.6 | 624 | 0.4640 | 0.6468 | 0.4640 | 0.6812 |
364
+ | 0.2591 | 41.7333 | 626 | 0.5126 | 0.6314 | 0.5126 | 0.7160 |
365
+ | 0.2591 | 41.8667 | 628 | 0.5238 | 0.5887 | 0.5238 | 0.7237 |
366
+ | 0.2591 | 42.0 | 630 | 0.4933 | 0.6390 | 0.4933 | 0.7024 |
367
+ | 0.2591 | 42.1333 | 632 | 0.4468 | 0.6082 | 0.4468 | 0.6684 |
368
+ | 0.2591 | 42.2667 | 634 | 0.4292 | 0.6017 | 0.4292 | 0.6551 |
369
+ | 0.2591 | 42.4 | 636 | 0.4363 | 0.6229 | 0.4363 | 0.6605 |
370
+ | 0.2591 | 42.5333 | 638 | 0.4460 | 0.6518 | 0.4460 | 0.6679 |
371
+ | 0.2591 | 42.6667 | 640 | 0.4589 | 0.6518 | 0.4589 | 0.6774 |
372
+ | 0.2591 | 42.8 | 642 | 0.4620 | 0.6518 | 0.4620 | 0.6797 |
373
+ | 0.2591 | 42.9333 | 644 | 0.4510 | 0.6518 | 0.4510 | 0.6715 |
374
+ | 0.2591 | 43.0667 | 646 | 0.4462 | 0.6017 | 0.4462 | 0.6680 |
375
+ | 0.2591 | 43.2 | 648 | 0.4544 | 0.5930 | 0.4544 | 0.6741 |
376
+ | 0.2591 | 43.3333 | 650 | 0.4904 | 0.5796 | 0.4904 | 0.7003 |
377
+ | 0.2591 | 43.4667 | 652 | 0.5278 | 0.5908 | 0.5278 | 0.7265 |
378
+ | 0.2591 | 43.6 | 654 | 0.5323 | 0.5908 | 0.5323 | 0.7296 |
379
+ | 0.2591 | 43.7333 | 656 | 0.5116 | 0.5908 | 0.5116 | 0.7153 |
380
+ | 0.2591 | 43.8667 | 658 | 0.4887 | 0.5627 | 0.4887 | 0.6991 |
381
+ | 0.2591 | 44.0 | 660 | 0.4682 | 0.6170 | 0.4682 | 0.6842 |
382
+ | 0.2591 | 44.1333 | 662 | 0.4615 | 0.6170 | 0.4615 | 0.6794 |
383
+ | 0.2591 | 44.2667 | 664 | 0.4613 | 0.6255 | 0.4613 | 0.6792 |
384
+ | 0.2591 | 44.4 | 666 | 0.4636 | 0.6255 | 0.4636 | 0.6809 |
385
+ | 0.2591 | 44.5333 | 668 | 0.4683 | 0.5633 | 0.4683 | 0.6843 |
386
+ | 0.2591 | 44.6667 | 670 | 0.4902 | 0.5098 | 0.4902 | 0.7001 |
387
+ | 0.2591 | 44.8 | 672 | 0.5209 | 0.5498 | 0.5209 | 0.7218 |
388
+ | 0.2591 | 44.9333 | 674 | 0.5274 | 0.5706 | 0.5274 | 0.7263 |
389
+ | 0.2591 | 45.0667 | 676 | 0.5103 | 0.5569 | 0.5103 | 0.7143 |
390
+ | 0.2591 | 45.2 | 678 | 0.4853 | 0.5507 | 0.4853 | 0.6966 |
391
+ | 0.2591 | 45.3333 | 680 | 0.4726 | 0.6919 | 0.4726 | 0.6875 |
392
+ | 0.2591 | 45.4667 | 682 | 0.4765 | 0.6612 | 0.4765 | 0.6903 |
393
+ | 0.2591 | 45.6 | 684 | 0.4827 | 0.6201 | 0.4827 | 0.6948 |
394
+ | 0.2591 | 45.7333 | 686 | 0.4840 | 0.5614 | 0.4840 | 0.6957 |
395
+ | 0.2591 | 45.8667 | 688 | 0.4839 | 0.5715 | 0.4839 | 0.6956 |
396
+ | 0.2591 | 46.0 | 690 | 0.4793 | 0.5485 | 0.4793 | 0.6923 |
397
+ | 0.2591 | 46.1333 | 692 | 0.4695 | 0.5899 | 0.4695 | 0.6852 |
398
+ | 0.2591 | 46.2667 | 694 | 0.4672 | 0.6106 | 0.4672 | 0.6835 |
399
+ | 0.2591 | 46.4 | 696 | 0.4753 | 0.6154 | 0.4753 | 0.6894 |
400
+ | 0.2591 | 46.5333 | 698 | 0.4839 | 0.5633 | 0.4839 | 0.6957 |
401
+ | 0.2591 | 46.6667 | 700 | 0.4971 | 0.5266 | 0.4971 | 0.7050 |
402
+ | 0.2591 | 46.8 | 702 | 0.5012 | 0.5266 | 0.5012 | 0.7080 |
403
+ | 0.2591 | 46.9333 | 704 | 0.4967 | 0.5781 | 0.4967 | 0.7048 |
404
+ | 0.2591 | 47.0667 | 706 | 0.4914 | 0.5633 | 0.4914 | 0.7010 |
405
+ | 0.2591 | 47.2 | 708 | 0.4832 | 0.5846 | 0.4832 | 0.6951 |
406
+ | 0.2591 | 47.3333 | 710 | 0.4866 | 0.5846 | 0.4866 | 0.6976 |
407
+ | 0.2591 | 47.4667 | 712 | 0.4843 | 0.5846 | 0.4843 | 0.6959 |
408
+ | 0.2591 | 47.6 | 714 | 0.4806 | 0.5714 | 0.4806 | 0.6933 |
409
+ | 0.2591 | 47.7333 | 716 | 0.4786 | 0.5246 | 0.4786 | 0.6918 |
410
+ | 0.2591 | 47.8667 | 718 | 0.4698 | 0.6017 | 0.4698 | 0.6854 |
411
+ | 0.2591 | 48.0 | 720 | 0.4652 | 0.6111 | 0.4652 | 0.6820 |
412
+ | 0.2591 | 48.1333 | 722 | 0.4755 | 0.6604 | 0.4755 | 0.6896 |
413
+ | 0.2591 | 48.2667 | 724 | 0.4788 | 0.6604 | 0.4788 | 0.6919 |
414
+ | 0.2591 | 48.4 | 726 | 0.4852 | 0.6506 | 0.4852 | 0.6965 |
415
+ | 0.2591 | 48.5333 | 728 | 0.4989 | 0.6226 | 0.4989 | 0.7063 |
416
+ | 0.2591 | 48.6667 | 730 | 0.4974 | 0.6309 | 0.4974 | 0.7052 |
417
+ | 0.2591 | 48.8 | 732 | 0.4800 | 0.6506 | 0.4800 | 0.6928 |
418
+ | 0.2591 | 48.9333 | 734 | 0.4588 | 0.6616 | 0.4588 | 0.6773 |
419
+ | 0.2591 | 49.0667 | 736 | 0.4545 | 0.6648 | 0.4545 | 0.6742 |
420
+ | 0.2591 | 49.2 | 738 | 0.4575 | 0.5098 | 0.4575 | 0.6764 |
421
+ | 0.2591 | 49.3333 | 740 | 0.4549 | 0.5246 | 0.4549 | 0.6745 |
422
+ | 0.2591 | 49.4667 | 742 | 0.4525 | 0.5556 | 0.4525 | 0.6727 |
423
+ | 0.2591 | 49.6 | 744 | 0.4514 | 0.6106 | 0.4514 | 0.6719 |
424
+ | 0.2591 | 49.7333 | 746 | 0.4513 | 0.6335 | 0.4513 | 0.6718 |
425
+ | 0.2591 | 49.8667 | 748 | 0.4516 | 0.6335 | 0.4516 | 0.6720 |
426
+ | 0.2591 | 50.0 | 750 | 0.4478 | 0.6106 | 0.4478 | 0.6692 |
427
+ | 0.2591 | 50.1333 | 752 | 0.4442 | 0.6106 | 0.4442 | 0.6665 |
428
+ | 0.2591 | 50.2667 | 754 | 0.4418 | 0.6106 | 0.4418 | 0.6647 |
429
+ | 0.2591 | 50.4 | 756 | 0.4378 | 0.6106 | 0.4378 | 0.6617 |
430
+ | 0.2591 | 50.5333 | 758 | 0.4341 | 0.6321 | 0.4341 | 0.6589 |
431
+ | 0.2591 | 50.6667 | 760 | 0.4321 | 0.6330 | 0.4321 | 0.6574 |
432
+ | 0.2591 | 50.8 | 762 | 0.4303 | 0.6819 | 0.4303 | 0.6560 |
433
+ | 0.2591 | 50.9333 | 764 | 0.4307 | 0.6819 | 0.4307 | 0.6563 |
434
+ | 0.2591 | 51.0667 | 766 | 0.4346 | 0.6830 | 0.4346 | 0.6592 |
435
+ | 0.2591 | 51.2 | 768 | 0.4432 | 0.6344 | 0.4432 | 0.6657 |
436
+ | 0.2591 | 51.3333 | 770 | 0.4539 | 0.5160 | 0.4539 | 0.6737 |
437
+ | 0.2591 | 51.4667 | 772 | 0.4684 | 0.5495 | 0.4684 | 0.6844 |
438
+ | 0.2591 | 51.6 | 774 | 0.4697 | 0.5538 | 0.4697 | 0.6854 |
439
+ | 0.2591 | 51.7333 | 776 | 0.4534 | 0.6184 | 0.4534 | 0.6734 |
440
+ | 0.2591 | 51.8667 | 778 | 0.4530 | 0.6184 | 0.4530 | 0.6731 |
441
+ | 0.2591 | 52.0 | 780 | 0.4496 | 0.6828 | 0.4496 | 0.6705 |
442
+ | 0.2591 | 52.1333 | 782 | 0.4567 | 0.6184 | 0.4567 | 0.6758 |
443
+ | 0.2591 | 52.2667 | 784 | 0.4531 | 0.6371 | 0.4531 | 0.6731 |
444
+ | 0.2591 | 52.4 | 786 | 0.4472 | 0.7012 | 0.4472 | 0.6687 |
445
+ | 0.2591 | 52.5333 | 788 | 0.4490 | 0.6819 | 0.4490 | 0.6701 |
446
+ | 0.2591 | 52.6667 | 790 | 0.4523 | 0.6819 | 0.4523 | 0.6725 |
447
+ | 0.2591 | 52.8 | 792 | 0.4573 | 0.6819 | 0.4573 | 0.6763 |
448
+ | 0.2591 | 52.9333 | 794 | 0.4646 | 0.6518 | 0.4646 | 0.6816 |
449
+ | 0.2591 | 53.0667 | 796 | 0.4693 | 0.6518 | 0.4693 | 0.6850 |
450
+ | 0.2591 | 53.2 | 798 | 0.4669 | 0.6339 | 0.4669 | 0.6833 |
451
+ | 0.2591 | 53.3333 | 800 | 0.4751 | 0.6357 | 0.4751 | 0.6893 |
452
+ | 0.2591 | 53.4667 | 802 | 0.4997 | 0.5335 | 0.4997 | 0.7069 |
453
+ | 0.2591 | 53.6 | 804 | 0.5211 | 0.5636 | 0.5211 | 0.7219 |
454
+ | 0.2591 | 53.7333 | 806 | 0.5179 | 0.5636 | 0.5179 | 0.7197 |
455
+ | 0.2591 | 53.8667 | 808 | 0.4966 | 0.5621 | 0.4966 | 0.7047 |
456
+ | 0.2591 | 54.0 | 810 | 0.4887 | 0.6079 | 0.4887 | 0.6990 |
457
+ | 0.2591 | 54.1333 | 812 | 0.4774 | 0.6305 | 0.4774 | 0.6909 |
458
+ | 0.2591 | 54.2667 | 814 | 0.4753 | 0.5627 | 0.4753 | 0.6895 |
459
+ | 0.2591 | 54.4 | 816 | 0.4862 | 0.5765 | 0.4862 | 0.6973 |
460
+ | 0.2591 | 54.5333 | 818 | 0.4999 | 0.5217 | 0.4999 | 0.7070 |
461
+ | 0.2591 | 54.6667 | 820 | 0.5201 | 0.5636 | 0.5201 | 0.7212 |
462
+ | 0.2591 | 54.8 | 822 | 0.5228 | 0.5636 | 0.5228 | 0.7231 |
463
+ | 0.2591 | 54.9333 | 824 | 0.5181 | 0.5636 | 0.5181 | 0.7198 |
464
+ | 0.2591 | 55.0667 | 826 | 0.5020 | 0.5283 | 0.5020 | 0.7085 |
465
+ | 0.2591 | 55.2 | 828 | 0.4954 | 0.5627 | 0.4954 | 0.7038 |
466
+ | 0.2591 | 55.3333 | 830 | 0.4806 | 0.6477 | 0.4806 | 0.6933 |
467
+ | 0.2591 | 55.4667 | 832 | 0.4682 | 0.6632 | 0.4682 | 0.6842 |
468
+ | 0.2591 | 55.6 | 834 | 0.4650 | 0.6530 | 0.4650 | 0.6819 |
469
+ | 0.2591 | 55.7333 | 836 | 0.4630 | 0.5868 | 0.4630 | 0.6804 |
470
+ | 0.2591 | 55.8667 | 838 | 0.4652 | 0.5868 | 0.4652 | 0.6821 |
471
+ | 0.2591 | 56.0 | 840 | 0.4685 | 0.6171 | 0.4685 | 0.6844 |
472
+ | 0.2591 | 56.1333 | 842 | 0.4730 | 0.5939 | 0.4730 | 0.6878 |
473
+ | 0.2591 | 56.2667 | 844 | 0.4694 | 0.6492 | 0.4694 | 0.6851 |
474
+ | 0.2591 | 56.4 | 846 | 0.4662 | 0.6401 | 0.4662 | 0.6828 |
475
+ | 0.2591 | 56.5333 | 848 | 0.4546 | 0.6608 | 0.4546 | 0.6742 |
476
+ | 0.2591 | 56.6667 | 850 | 0.4518 | 0.6608 | 0.4518 | 0.6722 |
477
+ | 0.2591 | 56.8 | 852 | 0.4487 | 0.6604 | 0.4487 | 0.6699 |
478
+ | 0.2591 | 56.9333 | 854 | 0.4440 | 0.6716 | 0.4440 | 0.6664 |
479
+ | 0.2591 | 57.0667 | 856 | 0.4438 | 0.6736 | 0.4438 | 0.6662 |
480
+ | 0.2591 | 57.2 | 858 | 0.4477 | 0.6140 | 0.4477 | 0.6691 |
481
+ | 0.2591 | 57.3333 | 860 | 0.4527 | 0.5765 | 0.4527 | 0.6728 |
482
+ | 0.2591 | 57.4667 | 862 | 0.4515 | 0.6269 | 0.4515 | 0.6720 |
483
+ | 0.2591 | 57.6 | 864 | 0.4475 | 0.6554 | 0.4475 | 0.6690 |
484
+ | 0.2591 | 57.7333 | 866 | 0.4439 | 0.7085 | 0.4439 | 0.6663 |
485
+ | 0.2591 | 57.8667 | 868 | 0.4516 | 0.6709 | 0.4516 | 0.6720 |
486
+ | 0.2591 | 58.0 | 870 | 0.4689 | 0.6330 | 0.4689 | 0.6848 |
487
+ | 0.2591 | 58.1333 | 872 | 0.4611 | 0.6702 | 0.4611 | 0.6790 |
488
+ | 0.2591 | 58.2667 | 874 | 0.4512 | 0.6709 | 0.4512 | 0.6717 |
489
+ | 0.2591 | 58.4 | 876 | 0.4394 | 0.7085 | 0.4394 | 0.6629 |
490
+ | 0.2591 | 58.5333 | 878 | 0.4389 | 0.6344 | 0.4389 | 0.6625 |
491
+ | 0.2591 | 58.6667 | 880 | 0.4519 | 0.6140 | 0.4519 | 0.6722 |
492
+ | 0.2591 | 58.8 | 882 | 0.4625 | 0.5617 | 0.4625 | 0.6801 |
493
+ | 0.2591 | 58.9333 | 884 | 0.4674 | 0.5538 | 0.4674 | 0.6837 |
494
+ | 0.2591 | 59.0667 | 886 | 0.4643 | 0.5538 | 0.4643 | 0.6814 |
495
+ | 0.2591 | 59.2 | 888 | 0.4654 | 0.5538 | 0.4654 | 0.6822 |
496
+ | 0.2591 | 59.3333 | 890 | 0.4602 | 0.5617 | 0.4602 | 0.6784 |
497
+ | 0.2591 | 59.4667 | 892 | 0.4522 | 0.5617 | 0.4522 | 0.6724 |
498
+ | 0.2591 | 59.6 | 894 | 0.4481 | 0.5681 | 0.4481 | 0.6694 |
499
+ | 0.2591 | 59.7333 | 896 | 0.4529 | 0.5732 | 0.4529 | 0.6730 |
500
+ | 0.2591 | 59.8667 | 898 | 0.4597 | 0.6589 | 0.4597 | 0.6780 |
501
+ | 0.2591 | 60.0 | 900 | 0.4602 | 0.6374 | 0.4602 | 0.6784 |
502
+ | 0.2591 | 60.1333 | 902 | 0.4553 | 0.6278 | 0.4553 | 0.6748 |
503
+ | 0.2591 | 60.2667 | 904 | 0.4509 | 0.5681 | 0.4509 | 0.6715 |
504
+ | 0.2591 | 60.4 | 906 | 0.4473 | 0.5681 | 0.4473 | 0.6688 |
505
+ | 0.2591 | 60.5333 | 908 | 0.4437 | 0.5681 | 0.4437 | 0.6661 |
506
+ | 0.2591 | 60.6667 | 910 | 0.4467 | 0.5617 | 0.4467 | 0.6684 |
507
+ | 0.2591 | 60.8 | 912 | 0.4466 | 0.5617 | 0.4466 | 0.6683 |
508
+ | 0.2591 | 60.9333 | 914 | 0.4441 | 0.5617 | 0.4441 | 0.6664 |
509
+ | 0.2591 | 61.0667 | 916 | 0.4446 | 0.5617 | 0.4446 | 0.6668 |
510
+ | 0.2591 | 61.2 | 918 | 0.4411 | 0.5656 | 0.4411 | 0.6641 |
511
+ | 0.2591 | 61.3333 | 920 | 0.4384 | 0.5617 | 0.4384 | 0.6621 |
512
+ | 0.2591 | 61.4667 | 922 | 0.4388 | 0.5617 | 0.4388 | 0.6624 |
513
+ | 0.2591 | 61.6 | 924 | 0.4409 | 0.5617 | 0.4409 | 0.6640 |
514
+ | 0.2591 | 61.7333 | 926 | 0.4479 | 0.5538 | 0.4479 | 0.6692 |
515
+ | 0.2591 | 61.8667 | 928 | 0.4530 | 0.5171 | 0.4530 | 0.6730 |
516
+ | 0.2591 | 62.0 | 930 | 0.4465 | 0.5538 | 0.4465 | 0.6682 |
517
+ | 0.2591 | 62.1333 | 932 | 0.4379 | 0.5617 | 0.4379 | 0.6618 |
518
+ | 0.2591 | 62.2667 | 934 | 0.4329 | 0.7033 | 0.4329 | 0.6580 |
519
+ | 0.2591 | 62.4 | 936 | 0.4325 | 0.7033 | 0.4325 | 0.6577 |
520
+ | 0.2591 | 62.5333 | 938 | 0.4324 | 0.7033 | 0.4324 | 0.6576 |
521
+ | 0.2591 | 62.6667 | 940 | 0.4320 | 0.6832 | 0.4320 | 0.6572 |
522
+ | 0.2591 | 62.8 | 942 | 0.4325 | 0.7123 | 0.4325 | 0.6576 |
523
+ | 0.2591 | 62.9333 | 944 | 0.4396 | 0.7123 | 0.4396 | 0.6630 |
524
+ | 0.2591 | 63.0667 | 946 | 0.4569 | 0.5989 | 0.4569 | 0.6760 |
525
+ | 0.2591 | 63.2 | 948 | 0.4657 | 0.5989 | 0.4657 | 0.6824 |
526
+ | 0.2591 | 63.3333 | 950 | 0.4655 | 0.5989 | 0.4655 | 0.6822 |
527
+ | 0.2591 | 63.4667 | 952 | 0.4552 | 0.6201 | 0.4552 | 0.6747 |
528
+ | 0.2591 | 63.6 | 954 | 0.4425 | 0.6406 | 0.4425 | 0.6652 |
529
+ | 0.2591 | 63.7333 | 956 | 0.4328 | 0.6991 | 0.4328 | 0.6579 |
530
+ | 0.2591 | 63.8667 | 958 | 0.4270 | 0.7217 | 0.4270 | 0.6535 |
531
+ | 0.2591 | 64.0 | 960 | 0.4283 | 0.7033 | 0.4283 | 0.6545 |
532
+ | 0.2591 | 64.1333 | 962 | 0.4308 | 0.6344 | 0.4308 | 0.6564 |
533
+ | 0.2591 | 64.2667 | 964 | 0.4363 | 0.5750 | 0.4363 | 0.6605 |
534
+ | 0.2591 | 64.4 | 966 | 0.4393 | 0.5750 | 0.4393 | 0.6628 |
535
+ | 0.2591 | 64.5333 | 968 | 0.4368 | 0.5750 | 0.4368 | 0.6609 |
536
+ | 0.2591 | 64.6667 | 970 | 0.4319 | 0.6542 | 0.4319 | 0.6572 |
537
+ | 0.2591 | 64.8 | 972 | 0.4307 | 0.7002 | 0.4307 | 0.6562 |
538
+ | 0.2591 | 64.9333 | 974 | 0.4351 | 0.6903 | 0.4351 | 0.6596 |
539
+ | 0.2591 | 65.0667 | 976 | 0.4419 | 0.6701 | 0.4419 | 0.6647 |
540
+ | 0.2591 | 65.2 | 978 | 0.4491 | 0.6201 | 0.4491 | 0.6701 |
541
+ | 0.2591 | 65.3333 | 980 | 0.4571 | 0.6201 | 0.4571 | 0.6761 |
542
+ | 0.2591 | 65.4667 | 982 | 0.4511 | 0.6596 | 0.4511 | 0.6716 |
543
+ | 0.2591 | 65.6 | 984 | 0.4399 | 0.6701 | 0.4399 | 0.6632 |
544
+ | 0.2591 | 65.7333 | 986 | 0.4335 | 0.6326 | 0.4335 | 0.6584 |
545
+ | 0.2591 | 65.8667 | 988 | 0.4374 | 0.5617 | 0.4374 | 0.6613 |
546
+ | 0.2591 | 66.0 | 990 | 0.4483 | 0.5171 | 0.4483 | 0.6696 |
547
+ | 0.2591 | 66.1333 | 992 | 0.4628 | 0.5098 | 0.4628 | 0.6803 |
548
+ | 0.2591 | 66.2667 | 994 | 0.4682 | 0.5117 | 0.4682 | 0.6842 |
549
+ | 0.2591 | 66.4 | 996 | 0.4583 | 0.5098 | 0.4583 | 0.6770 |
550
+ | 0.2591 | 66.5333 | 998 | 0.4421 | 0.5538 | 0.4421 | 0.6649 |
551
+ | 0.0506 | 66.6667 | 1000 | 0.4331 | 0.6555 | 0.4331 | 0.6581 |
552
+ | 0.0506 | 66.8 | 1002 | 0.4319 | 0.6747 | 0.4319 | 0.6572 |
553
+ | 0.0506 | 66.9333 | 1004 | 0.4324 | 0.6747 | 0.4324 | 0.6576 |
554
+ | 0.0506 | 67.0667 | 1006 | 0.4347 | 0.5831 | 0.4347 | 0.6593 |
555
+ | 0.0506 | 67.2 | 1008 | 0.4402 | 0.5475 | 0.4402 | 0.6635 |
556
+ | 0.0506 | 67.3333 | 1010 | 0.4468 | 0.5475 | 0.4468 | 0.6684 |
557
+ | 0.0506 | 67.4667 | 1012 | 0.4487 | 0.5556 | 0.4487 | 0.6698 |
558
+ | 0.0506 | 67.6 | 1014 | 0.4471 | 0.5556 | 0.4471 | 0.6687 |
559
 
560
 
561
  ### Framework versions