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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task3_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task3_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task3_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: 0.7201
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- - Qwk: -0.0532
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- - Mse: 0.7201
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- - Rmse: 0.8486
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  ## Model description
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@@ -49,317 +49,778 @@ 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 | 0.0645 | 2 | 3.4821 | 0.0141 | 3.4821 | 1.8660 |
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- | No log | 0.1290 | 4 | 1.6542 | -0.0276 | 1.6542 | 1.2861 |
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- | No log | 0.1935 | 6 | 1.3267 | 0.0 | 1.3267 | 1.1518 |
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- | No log | 0.2581 | 8 | 0.9717 | -0.0345 | 0.9717 | 0.9857 |
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- | No log | 0.3226 | 10 | 0.8341 | -0.0309 | 0.8341 | 0.9133 |
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- | No log | 0.3871 | 12 | 0.8454 | 0.0525 | 0.8454 | 0.9194 |
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- | No log | 0.4516 | 14 | 1.2386 | -0.0170 | 1.2386 | 1.1129 |
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- | No log | 0.5161 | 16 | 1.1888 | -0.0424 | 1.1888 | 1.0903 |
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- | No log | 0.5806 | 18 | 1.3351 | 0.1149 | 1.3351 | 1.1555 |
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- | No log | 0.6452 | 20 | 1.7678 | 0.1042 | 1.7678 | 1.3296 |
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- | No log | 0.7097 | 22 | 1.1318 | 0.0431 | 1.1318 | 1.0639 |
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- | No log | 0.7742 | 24 | 0.7371 | 0.0460 | 0.7371 | 0.8586 |
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- | No log | 0.8387 | 26 | 0.7519 | -0.0571 | 0.7519 | 0.8671 |
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- | No log | 0.9032 | 28 | 0.7362 | -0.1148 | 0.7362 | 0.8580 |
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- | No log | 0.9677 | 30 | 0.7422 | -0.0131 | 0.7422 | 0.8615 |
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- | No log | 1.0323 | 32 | 1.0683 | 0.0710 | 1.0683 | 1.0336 |
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- | No log | 1.0968 | 34 | 1.2847 | 0.0411 | 1.2847 | 1.1335 |
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- | No log | 1.1613 | 36 | 1.0628 | 0.1223 | 1.0628 | 1.0309 |
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- | No log | 1.2258 | 38 | 0.8484 | 0.0873 | 0.8484 | 0.9211 |
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- | No log | 1.2903 | 40 | 0.6777 | 0.1259 | 0.6777 | 0.8232 |
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- | No log | 1.3548 | 42 | 0.6651 | 0.0555 | 0.6651 | 0.8155 |
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- | No log | 1.4194 | 44 | 0.7570 | -0.0513 | 0.7570 | 0.8701 |
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- | No log | 1.4839 | 46 | 0.8008 | -0.0660 | 0.8008 | 0.8949 |
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- | No log | 1.5484 | 48 | 0.8237 | -0.0264 | 0.8237 | 0.9076 |
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- | No log | 1.6129 | 50 | 0.8826 | -0.0852 | 0.8826 | 0.9395 |
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- | No log | 1.6774 | 52 | 0.8708 | -0.0408 | 0.8708 | 0.9332 |
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- | No log | 1.7419 | 54 | 0.8709 | -0.1135 | 0.8709 | 0.9332 |
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- | No log | 1.8065 | 56 | 0.8509 | -0.0629 | 0.8509 | 0.9225 |
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- | No log | 1.8710 | 58 | 0.8787 | 0.1231 | 0.8787 | 0.9374 |
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- | No log | 1.9355 | 60 | 0.8972 | 0.0378 | 0.8972 | 0.9472 |
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- | No log | 2.0 | 62 | 0.8648 | 0.0119 | 0.8648 | 0.9299 |
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- | No log | 2.0645 | 64 | 1.0878 | 0.0355 | 1.0878 | 1.0430 |
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- | No log | 2.1290 | 66 | 0.9707 | -0.0014 | 0.9707 | 0.9852 |
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- | No log | 2.1935 | 68 | 0.7685 | 0.1539 | 0.7685 | 0.8766 |
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- | No log | 2.2581 | 70 | 0.9541 | 0.0182 | 0.9541 | 0.9768 |
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- | No log | 2.3226 | 72 | 0.8046 | 0.0407 | 0.8046 | 0.8970 |
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- | No log | 2.3871 | 74 | 0.7996 | 0.1277 | 0.7996 | 0.8942 |
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- | No log | 2.4516 | 76 | 0.9916 | -0.0981 | 0.9916 | 0.9958 |
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- | No log | 2.5161 | 78 | 0.9996 | -0.0311 | 0.9996 | 0.9998 |
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- | No log | 2.5806 | 80 | 0.9427 | 0.0300 | 0.9427 | 0.9709 |
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- | No log | 2.6452 | 82 | 1.0035 | 0.0583 | 1.0035 | 1.0017 |
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- | No log | 2.7097 | 84 | 1.0941 | 0.0353 | 1.0941 | 1.0460 |
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- | No log | 2.7742 | 86 | 1.4153 | 0.0868 | 1.4153 | 1.1897 |
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- | No log | 2.8387 | 88 | 1.3055 | 0.0582 | 1.3055 | 1.1426 |
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- | No log | 2.9032 | 90 | 1.0009 | 0.0138 | 1.0009 | 1.0004 |
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- | No log | 2.9677 | 92 | 0.8478 | -0.0735 | 0.8478 | 0.9208 |
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- | No log | 3.0323 | 94 | 1.3674 | 0.0887 | 1.3674 | 1.1694 |
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- | No log | 3.0968 | 96 | 1.3072 | 0.0709 | 1.3072 | 1.1433 |
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- | No log | 3.1613 | 98 | 0.9087 | 0.0545 | 0.9087 | 0.9533 |
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- | No log | 3.2258 | 100 | 0.7090 | -0.0131 | 0.7090 | 0.8420 |
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- | No log | 3.2903 | 102 | 0.7512 | 0.0031 | 0.7512 | 0.8667 |
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- | No log | 3.3548 | 104 | 0.8227 | 0.0179 | 0.8227 | 0.9070 |
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- | No log | 3.4194 | 106 | 0.8197 | -0.0573 | 0.8197 | 0.9054 |
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- | No log | 3.4839 | 108 | 0.8867 | 0.0870 | 0.8867 | 0.9416 |
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- | No log | 3.5484 | 110 | 0.9315 | 0.0206 | 0.9315 | 0.9652 |
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- | No log | 3.6129 | 112 | 1.3002 | 0.1394 | 1.3002 | 1.1402 |
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- | No log | 3.6774 | 114 | 1.4854 | 0.0602 | 1.4854 | 1.2188 |
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- | No log | 3.7419 | 116 | 1.3536 | 0.0308 | 1.3536 | 1.1634 |
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- | No log | 3.8065 | 118 | 1.1168 | 0.1578 | 1.1168 | 1.0568 |
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- | No log | 3.8710 | 120 | 0.8682 | 0.0627 | 0.8682 | 0.9318 |
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- | No log | 3.9355 | 122 | 0.8918 | 0.0421 | 0.8918 | 0.9444 |
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- | No log | 4.0 | 124 | 0.8122 | 0.0670 | 0.8122 | 0.9012 |
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- | No log | 4.0645 | 126 | 0.8723 | 0.0549 | 0.8723 | 0.9340 |
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- | No log | 4.1290 | 128 | 0.9288 | 0.0405 | 0.9288 | 0.9637 |
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- | No log | 4.1935 | 130 | 0.8604 | 0.0285 | 0.8604 | 0.9276 |
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- | No log | 4.2581 | 132 | 0.7932 | 0.0361 | 0.7932 | 0.8906 |
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- | No log | 4.3226 | 134 | 0.8611 | -0.0291 | 0.8611 | 0.9280 |
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- | No log | 4.3871 | 136 | 0.8363 | 0.0633 | 0.8363 | 0.9145 |
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- | No log | 4.4516 | 138 | 0.9312 | 0.0721 | 0.9312 | 0.9650 |
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- | No log | 4.5161 | 140 | 1.1628 | 0.0531 | 1.1628 | 1.0783 |
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- | No log | 4.5806 | 142 | 1.0405 | -0.0120 | 1.0405 | 1.0200 |
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- | No log | 4.6452 | 144 | 0.8132 | 0.1034 | 0.8132 | 0.9018 |
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- | No log | 4.7097 | 146 | 0.8408 | 0.1504 | 0.8408 | 0.9170 |
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- | No log | 4.7742 | 148 | 0.8570 | 0.0682 | 0.8570 | 0.9258 |
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- | No log | 4.8387 | 150 | 0.8840 | 0.1079 | 0.8840 | 0.9402 |
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- | No log | 4.9032 | 152 | 1.0297 | -0.0245 | 1.0297 | 1.0147 |
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- | No log | 4.9677 | 154 | 1.0656 | 0.0416 | 1.0656 | 1.0323 |
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- | No log | 5.0323 | 156 | 0.9828 | 0.1039 | 0.9828 | 0.9914 |
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- | No log | 5.0968 | 158 | 0.9129 | 0.0239 | 0.9129 | 0.9554 |
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- | No log | 5.1613 | 160 | 0.8991 | 0.0214 | 0.8991 | 0.9482 |
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- | No log | 5.2258 | 162 | 0.8595 | 0.0784 | 0.8595 | 0.9271 |
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- | No log | 5.2903 | 164 | 0.8566 | 0.1093 | 0.8566 | 0.9255 |
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- | No log | 5.3548 | 166 | 0.8501 | 0.0437 | 0.8501 | 0.9220 |
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- | No log | 5.4194 | 168 | 1.0332 | 0.0431 | 1.0332 | 1.0165 |
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- | No log | 5.4839 | 170 | 1.0869 | 0.0476 | 1.0869 | 1.0425 |
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- | No log | 5.5484 | 172 | 0.9421 | -0.0089 | 0.9421 | 0.9706 |
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- | No log | 5.6129 | 174 | 0.8184 | 0.1267 | 0.8184 | 0.9046 |
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- | No log | 5.6774 | 176 | 0.7970 | 0.1267 | 0.7970 | 0.8927 |
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- | No log | 5.7419 | 178 | 0.8182 | 0.0866 | 0.8182 | 0.9046 |
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- | No log | 5.8065 | 180 | 0.7996 | 0.1228 | 0.7996 | 0.8942 |
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- | No log | 5.8710 | 182 | 0.8262 | 0.1539 | 0.8262 | 0.9090 |
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- | No log | 5.9355 | 184 | 0.8045 | 0.1224 | 0.8045 | 0.8969 |
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- | No log | 6.0 | 186 | 0.8947 | 0.0319 | 0.8947 | 0.9459 |
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- | No log | 6.0645 | 188 | 0.9650 | 0.0125 | 0.9650 | 0.9823 |
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- | No log | 6.1290 | 190 | 0.8516 | -0.0089 | 0.8516 | 0.9228 |
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- | No log | 6.1935 | 192 | 0.7821 | 0.1277 | 0.7821 | 0.8843 |
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- | No log | 6.2581 | 194 | 0.8045 | 0.1224 | 0.8045 | 0.8969 |
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- | No log | 6.3226 | 196 | 0.8711 | 0.0613 | 0.8711 | 0.9333 |
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- | No log | 6.3871 | 198 | 0.9613 | 0.1078 | 0.9613 | 0.9804 |
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- | No log | 6.4516 | 200 | 0.9058 | 0.1037 | 0.9058 | 0.9517 |
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- | No log | 6.5161 | 202 | 0.9969 | 0.1471 | 0.9969 | 0.9984 |
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- | No log | 6.5806 | 204 | 1.0158 | 0.1155 | 1.0158 | 1.0079 |
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- | No log | 6.6452 | 206 | 0.8521 | 0.0535 | 0.8521 | 0.9231 |
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- | No log | 6.7097 | 208 | 0.7990 | 0.1272 | 0.7990 | 0.8938 |
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- | No log | 6.7742 | 210 | 0.8209 | 0.0140 | 0.8209 | 0.9060 |
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- | No log | 6.8387 | 212 | 0.7926 | 0.0140 | 0.7926 | 0.8903 |
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- | No log | 6.9032 | 214 | 0.7757 | 0.1827 | 0.7757 | 0.8807 |
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- | No log | 6.9677 | 216 | 0.9929 | 0.0159 | 0.9929 | 0.9964 |
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- | No log | 7.0323 | 218 | 1.0742 | -0.0120 | 1.0742 | 1.0364 |
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- | No log | 7.0968 | 220 | 0.9142 | 0.0767 | 0.9142 | 0.9561 |
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- | No log | 7.1613 | 222 | 0.7867 | 0.1714 | 0.7867 | 0.8870 |
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- | No log | 7.2258 | 224 | 0.7732 | 0.1267 | 0.7732 | 0.8793 |
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- | No log | 7.2903 | 226 | 0.7888 | 0.0376 | 0.7888 | 0.8881 |
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- | No log | 7.3548 | 228 | 0.8089 | 0.1267 | 0.8089 | 0.8994 |
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- | No log | 7.4194 | 230 | 0.8461 | 0.2036 | 0.8461 | 0.9198 |
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- | No log | 7.4839 | 232 | 0.8420 | 0.2015 | 0.8420 | 0.9176 |
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- | No log | 7.5484 | 234 | 0.7988 | 0.2057 | 0.7988 | 0.8937 |
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- | No log | 7.6129 | 236 | 0.7900 | 0.1224 | 0.7900 | 0.8888 |
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- | No log | 7.6774 | 238 | 0.7808 | 0.0376 | 0.7808 | 0.8836 |
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- | No log | 7.7419 | 240 | 0.7704 | 0.0289 | 0.7704 | 0.8777 |
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- | No log | 7.8065 | 242 | 0.7623 | 0.1144 | 0.7623 | 0.8731 |
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- | No log | 7.8710 | 244 | 0.7446 | 0.0465 | 0.7446 | 0.8629 |
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- | No log | 7.9355 | 246 | 0.7467 | 0.1387 | 0.7467 | 0.8641 |
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- | No log | 8.0 | 248 | 0.7571 | 0.0690 | 0.7571 | 0.8701 |
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- | No log | 8.0645 | 250 | 0.8259 | -0.0054 | 0.8259 | 0.9088 |
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- | No log | 8.1290 | 252 | 0.7477 | 0.0175 | 0.7477 | 0.8647 |
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- | No log | 8.1935 | 254 | 0.7783 | 0.1810 | 0.7783 | 0.8822 |
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- | No log | 8.2581 | 256 | 0.7657 | 0.0606 | 0.7657 | 0.8750 |
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- | No log | 8.3226 | 258 | 0.7662 | 0.0606 | 0.7662 | 0.8753 |
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- | No log | 8.3871 | 260 | 0.7145 | 0.0532 | 0.7145 | 0.8453 |
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- | No log | 8.4516 | 262 | 0.6959 | 0.1347 | 0.6959 | 0.8342 |
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- | No log | 8.5161 | 264 | 0.7389 | 0.0639 | 0.7389 | 0.8596 |
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- | No log | 8.5806 | 266 | 0.7672 | 0.0909 | 0.7672 | 0.8759 |
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- | No log | 8.6452 | 268 | 0.6995 | 0.0840 | 0.6995 | 0.8364 |
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- | No log | 8.7097 | 270 | 0.8496 | 0.1120 | 0.8496 | 0.9217 |
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- | No log | 8.7742 | 272 | 0.9738 | 0.0815 | 0.9738 | 0.9868 |
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- | No log | 8.8387 | 274 | 0.8483 | 0.1122 | 0.8483 | 0.9210 |
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- | No log | 8.9032 | 276 | 0.7214 | 0.0889 | 0.7214 | 0.8494 |
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- | No log | 8.9677 | 278 | 0.7100 | 0.0879 | 0.7100 | 0.8426 |
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- | No log | 9.0323 | 280 | 0.7313 | 0.1379 | 0.7313 | 0.8551 |
192
- | No log | 9.0968 | 282 | 0.8100 | 0.1762 | 0.8100 | 0.9000 |
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- | No log | 9.1613 | 284 | 0.8627 | 0.1355 | 0.8627 | 0.9288 |
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- | No log | 9.2258 | 286 | 0.7938 | 0.2430 | 0.7938 | 0.8910 |
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- | No log | 9.2903 | 288 | 0.8282 | 0.1748 | 0.8282 | 0.9101 |
196
- | No log | 9.3548 | 290 | 0.7743 | 0.2132 | 0.7743 | 0.8800 |
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- | No log | 9.4194 | 292 | 0.7294 | 0.0357 | 0.7294 | 0.8541 |
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- | No log | 9.4839 | 294 | 0.7295 | -0.0029 | 0.7295 | 0.8541 |
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- | No log | 9.5484 | 296 | 0.7808 | 0.1451 | 0.7808 | 0.8836 |
200
- | No log | 9.6129 | 298 | 0.7656 | 0.1460 | 0.7656 | 0.8750 |
201
- | No log | 9.6774 | 300 | 0.7170 | 0.0303 | 0.7170 | 0.8468 |
202
- | No log | 9.7419 | 302 | 0.7723 | 0.0095 | 0.7723 | 0.8788 |
203
- | No log | 9.8065 | 304 | 0.7528 | 0.1146 | 0.7528 | 0.8676 |
204
- | No log | 9.8710 | 306 | 0.7990 | 0.0944 | 0.7990 | 0.8939 |
205
- | No log | 9.9355 | 308 | 0.8733 | 0.0248 | 0.8733 | 0.9345 |
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- | No log | 10.0 | 310 | 0.7956 | 0.0940 | 0.7956 | 0.8919 |
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- | No log | 10.0645 | 312 | 0.8020 | 0.0456 | 0.8020 | 0.8956 |
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- | No log | 10.1290 | 314 | 0.8574 | 0.0333 | 0.8574 | 0.9260 |
209
- | No log | 10.1935 | 316 | 0.7759 | -0.0355 | 0.7759 | 0.8808 |
210
- | No log | 10.2581 | 318 | 0.7746 | 0.2258 | 0.7746 | 0.8801 |
211
- | No log | 10.3226 | 320 | 0.8601 | 0.1165 | 0.8601 | 0.9274 |
212
- | No log | 10.3871 | 322 | 0.8221 | 0.0693 | 0.8221 | 0.9067 |
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- | No log | 10.4516 | 324 | 0.7392 | 0.0926 | 0.7392 | 0.8597 |
214
- | No log | 10.5161 | 326 | 0.7403 | -0.0145 | 0.7403 | 0.8604 |
215
- | No log | 10.5806 | 328 | 0.7561 | 0.0357 | 0.7561 | 0.8696 |
216
- | No log | 10.6452 | 330 | 0.7793 | 0.1272 | 0.7793 | 0.8828 |
217
- | No log | 10.7097 | 332 | 0.7863 | 0.1321 | 0.7863 | 0.8867 |
218
- | No log | 10.7742 | 334 | 0.7917 | 0.1425 | 0.7917 | 0.8898 |
219
- | No log | 10.8387 | 336 | 0.8410 | -0.0138 | 0.8410 | 0.9171 |
220
- | No log | 10.9032 | 338 | 0.7835 | 0.0987 | 0.7835 | 0.8852 |
221
- | No log | 10.9677 | 340 | 0.7456 | 0.0303 | 0.7456 | 0.8635 |
222
- | No log | 11.0323 | 342 | 0.7433 | 0.0236 | 0.7433 | 0.8621 |
223
- | No log | 11.0968 | 344 | 0.7381 | 0.0783 | 0.7381 | 0.8591 |
224
- | No log | 11.1613 | 346 | 0.7594 | 0.0898 | 0.7594 | 0.8714 |
225
- | No log | 11.2258 | 348 | 0.7457 | 0.0893 | 0.7457 | 0.8635 |
226
- | No log | 11.2903 | 350 | 0.7417 | 0.1282 | 0.7417 | 0.8612 |
227
- | No log | 11.3548 | 352 | 0.7388 | 0.0893 | 0.7388 | 0.8595 |
228
- | No log | 11.4194 | 354 | 0.7875 | 0.0129 | 0.7875 | 0.8874 |
229
- | No log | 11.4839 | 356 | 0.8085 | 0.0249 | 0.8085 | 0.8992 |
230
- | No log | 11.5484 | 358 | 0.8004 | 0.0151 | 0.8004 | 0.8947 |
231
- | No log | 11.6129 | 360 | 0.7952 | 0.0024 | 0.7952 | 0.8917 |
232
- | No log | 11.6774 | 362 | 0.8194 | 0.1051 | 0.8194 | 0.9052 |
233
- | No log | 11.7419 | 364 | 0.8576 | 0.0916 | 0.8576 | 0.9261 |
234
- | No log | 11.8065 | 366 | 0.9821 | 0.1390 | 0.9821 | 0.9910 |
235
- | No log | 11.8710 | 368 | 0.9040 | 0.1435 | 0.9040 | 0.9508 |
236
- | No log | 11.9355 | 370 | 0.7838 | 0.1184 | 0.7838 | 0.8853 |
237
- | No log | 12.0 | 372 | 0.8061 | -0.0283 | 0.8061 | 0.8978 |
238
- | No log | 12.0645 | 374 | 0.8070 | -0.0316 | 0.8070 | 0.8984 |
239
- | No log | 12.1290 | 376 | 0.7623 | 0.0700 | 0.7623 | 0.8731 |
240
- | No log | 12.1935 | 378 | 0.7723 | 0.0123 | 0.7723 | 0.8788 |
241
- | No log | 12.2581 | 380 | 0.7348 | 0.0639 | 0.7348 | 0.8572 |
242
- | No log | 12.3226 | 382 | 0.6951 | -0.0086 | 0.6951 | 0.8338 |
243
- | No log | 12.3871 | 384 | 0.6814 | -0.0086 | 0.6814 | 0.8255 |
244
- | No log | 12.4516 | 386 | 0.6818 | 0.0318 | 0.6818 | 0.8257 |
245
- | No log | 12.5161 | 388 | 0.7297 | 0.1899 | 0.7297 | 0.8542 |
246
- | No log | 12.5806 | 390 | 0.7027 | 0.0680 | 0.7027 | 0.8383 |
247
- | No log | 12.6452 | 392 | 0.6723 | -0.0152 | 0.6723 | 0.8199 |
248
- | No log | 12.7097 | 394 | 0.6737 | -0.0096 | 0.6737 | 0.8208 |
249
- | No log | 12.7742 | 396 | 0.6768 | -0.0096 | 0.6768 | 0.8227 |
250
- | No log | 12.8387 | 398 | 0.6808 | -0.0096 | 0.6808 | 0.8251 |
251
- | No log | 12.9032 | 400 | 0.6700 | -0.0152 | 0.6700 | 0.8185 |
252
- | No log | 12.9677 | 402 | 0.7342 | 0.2077 | 0.7342 | 0.8568 |
253
- | No log | 13.0323 | 404 | 0.7417 | 0.1605 | 0.7417 | 0.8612 |
254
- | No log | 13.0968 | 406 | 0.7112 | 0.0303 | 0.7112 | 0.8433 |
255
- | No log | 13.1613 | 408 | 0.7386 | 0.1729 | 0.7386 | 0.8594 |
256
- | No log | 13.2258 | 410 | 0.7577 | 0.1729 | 0.7577 | 0.8705 |
257
- | No log | 13.2903 | 412 | 0.7430 | 0.1187 | 0.7430 | 0.8620 |
258
- | No log | 13.3548 | 414 | 0.7516 | 0.0214 | 0.7516 | 0.8670 |
259
- | No log | 13.4194 | 416 | 0.7298 | 0.0798 | 0.7298 | 0.8543 |
260
- | No log | 13.4839 | 418 | 0.7407 | 0.0798 | 0.7407 | 0.8606 |
261
- | No log | 13.5484 | 420 | 0.7881 | 0.1193 | 0.7881 | 0.8877 |
262
- | No log | 13.6129 | 422 | 0.9049 | 0.0152 | 0.9049 | 0.9513 |
263
- | No log | 13.6774 | 424 | 0.8126 | 0.1193 | 0.8126 | 0.9014 |
264
- | No log | 13.7419 | 426 | 0.7562 | 0.1232 | 0.7562 | 0.8696 |
265
- | No log | 13.8065 | 428 | 0.7861 | 0.0501 | 0.7861 | 0.8866 |
266
- | No log | 13.8710 | 430 | 0.7648 | 0.1333 | 0.7648 | 0.8745 |
267
- | No log | 13.9355 | 432 | 0.7377 | 0.0308 | 0.7377 | 0.8589 |
268
- | No log | 14.0 | 434 | 0.7369 | 0.0308 | 0.7369 | 0.8584 |
269
- | No log | 14.0645 | 436 | 0.7367 | -0.0082 | 0.7367 | 0.8583 |
270
- | No log | 14.1290 | 438 | 0.7857 | 0.2095 | 0.7857 | 0.8864 |
271
- | No log | 14.1935 | 440 | 0.7783 | 0.1793 | 0.7783 | 0.8822 |
272
- | No log | 14.2581 | 442 | 0.7227 | 0.1379 | 0.7227 | 0.8501 |
273
- | No log | 14.3226 | 444 | 0.7128 | 0.0828 | 0.7128 | 0.8443 |
274
- | No log | 14.3871 | 446 | 0.7206 | 0.0828 | 0.7206 | 0.8489 |
275
- | No log | 14.4516 | 448 | 0.7179 | 0.1287 | 0.7179 | 0.8473 |
276
- | No log | 14.5161 | 450 | 0.7372 | 0.0481 | 0.7372 | 0.8586 |
277
- | No log | 14.5806 | 452 | 0.7758 | 0.1352 | 0.7758 | 0.8808 |
278
- | No log | 14.6452 | 454 | 0.7626 | 0.0460 | 0.7626 | 0.8733 |
279
- | No log | 14.7097 | 456 | 0.8285 | 0.0362 | 0.8285 | 0.9102 |
280
- | No log | 14.7742 | 458 | 0.9582 | 0.0443 | 0.9582 | 0.9789 |
281
- | No log | 14.8387 | 460 | 0.9145 | 0.0182 | 0.9145 | 0.9563 |
282
- | No log | 14.9032 | 462 | 0.7854 | 0.1049 | 0.7854 | 0.8862 |
283
- | No log | 14.9677 | 464 | 0.7566 | 0.0 | 0.7566 | 0.8698 |
284
- | No log | 15.0323 | 466 | 0.7846 | 0.0469 | 0.7846 | 0.8858 |
285
- | No log | 15.0968 | 468 | 0.7824 | 0.1138 | 0.7824 | 0.8845 |
286
- | No log | 15.1613 | 470 | 0.8215 | 0.0016 | 0.8215 | 0.9064 |
287
- | No log | 15.2258 | 472 | 0.8086 | 0.0913 | 0.8086 | 0.8992 |
288
- | No log | 15.2903 | 474 | 0.7808 | -0.0262 | 0.7808 | 0.8836 |
289
- | No log | 15.3548 | 476 | 0.7626 | 0.1136 | 0.7626 | 0.8733 |
290
- | No log | 15.4194 | 478 | 0.7609 | 0.0051 | 0.7609 | 0.8723 |
291
- | No log | 15.4839 | 480 | 0.7550 | 0.0428 | 0.7550 | 0.8689 |
292
- | No log | 15.5484 | 482 | 0.7501 | 0.1292 | 0.7501 | 0.8661 |
293
- | No log | 15.6129 | 484 | 0.7687 | 0.0628 | 0.7687 | 0.8768 |
294
- | No log | 15.6774 | 486 | 0.8228 | 0.1291 | 0.8228 | 0.9071 |
295
- | No log | 15.7419 | 488 | 0.8050 | 0.0826 | 0.8050 | 0.8972 |
296
- | No log | 15.8065 | 490 | 0.7588 | 0.1336 | 0.7588 | 0.8711 |
297
- | No log | 15.8710 | 492 | 0.7250 | 0.0764 | 0.7250 | 0.8514 |
298
- | No log | 15.9355 | 494 | 0.7182 | 0.1379 | 0.7182 | 0.8475 |
299
- | No log | 16.0 | 496 | 0.7046 | 0.0889 | 0.7046 | 0.8394 |
300
- | No log | 16.0645 | 498 | 0.7008 | 0.0934 | 0.7008 | 0.8372 |
301
- | 0.2877 | 16.1290 | 500 | 0.6967 | 0.0338 | 0.6967 | 0.8347 |
302
- | 0.2877 | 16.1935 | 502 | 0.7223 | 0.0639 | 0.7223 | 0.8499 |
303
- | 0.2877 | 16.2581 | 504 | 0.7248 | 0.1148 | 0.7248 | 0.8514 |
304
- | 0.2877 | 16.3226 | 506 | 0.6979 | 0.0807 | 0.6979 | 0.8354 |
305
- | 0.2877 | 16.3871 | 508 | 0.7041 | 0.0759 | 0.7041 | 0.8391 |
306
- | 0.2877 | 16.4516 | 510 | 0.7294 | -0.0295 | 0.7294 | 0.8541 |
307
- | 0.2877 | 16.5161 | 512 | 0.8239 | 0.0986 | 0.8239 | 0.9077 |
308
- | 0.2877 | 16.5806 | 514 | 0.8743 | 0.0810 | 0.8743 | 0.9350 |
309
- | 0.2877 | 16.6452 | 516 | 0.8000 | 0.0618 | 0.8000 | 0.8944 |
310
- | 0.2877 | 16.7097 | 518 | 0.6940 | 0.0776 | 0.6940 | 0.8331 |
311
- | 0.2877 | 16.7742 | 520 | 0.7027 | 0.1029 | 0.7027 | 0.8383 |
312
- | 0.2877 | 16.8387 | 522 | 0.7171 | 0.0622 | 0.7171 | 0.8468 |
313
- | 0.2877 | 16.9032 | 524 | 0.6878 | 0.0513 | 0.6878 | 0.8294 |
314
- | 0.2877 | 16.9677 | 526 | 0.6960 | 0.0776 | 0.6960 | 0.8343 |
315
- | 0.2877 | 17.0323 | 528 | 0.6878 | 0.0776 | 0.6878 | 0.8293 |
316
- | 0.2877 | 17.0968 | 530 | 0.6845 | 0.0874 | 0.6845 | 0.8273 |
317
- | 0.2877 | 17.1613 | 532 | 0.6873 | 0.0918 | 0.6873 | 0.8290 |
318
- | 0.2877 | 17.2258 | 534 | 0.6863 | 0.0863 | 0.6863 | 0.8284 |
319
- | 0.2877 | 17.2903 | 536 | 0.7191 | 0.0549 | 0.7191 | 0.8480 |
320
- | 0.2877 | 17.3548 | 538 | 0.8014 | 0.0946 | 0.8014 | 0.8952 |
321
- | 0.2877 | 17.4194 | 540 | 0.7934 | 0.1360 | 0.7934 | 0.8907 |
322
- | 0.2877 | 17.4839 | 542 | 0.7226 | 0.0146 | 0.7226 | 0.8500 |
323
- | 0.2877 | 17.5484 | 544 | 0.7120 | 0.1333 | 0.7120 | 0.8438 |
324
- | 0.2877 | 17.6129 | 546 | 0.7400 | 0.1310 | 0.7400 | 0.8602 |
325
- | 0.2877 | 17.6774 | 548 | 0.7383 | 0.1310 | 0.7383 | 0.8592 |
326
- | 0.2877 | 17.7419 | 550 | 0.7081 | 0.0840 | 0.7081 | 0.8415 |
327
- | 0.2877 | 17.8065 | 552 | 0.6982 | 0.0723 | 0.6982 | 0.8356 |
328
- | 0.2877 | 17.8710 | 554 | 0.6861 | 0.1362 | 0.6861 | 0.8283 |
329
- | 0.2877 | 17.9355 | 556 | 0.6797 | 0.1362 | 0.6797 | 0.8244 |
330
- | 0.2877 | 18.0 | 558 | 0.6873 | 0.2283 | 0.6873 | 0.8290 |
331
- | 0.2877 | 18.0645 | 560 | 0.7011 | 0.0828 | 0.7011 | 0.8373 |
332
- | 0.2877 | 18.1290 | 562 | 0.7189 | -0.0218 | 0.7189 | 0.8479 |
333
- | 0.2877 | 18.1935 | 564 | 0.7303 | -0.0209 | 0.7303 | 0.8546 |
334
- | 0.2877 | 18.2581 | 566 | 0.7476 | 0.0831 | 0.7476 | 0.8646 |
335
- | 0.2877 | 18.3226 | 568 | 0.7432 | 0.0831 | 0.7432 | 0.8621 |
336
- | 0.2877 | 18.3871 | 570 | 0.7432 | 0.0831 | 0.7432 | 0.8621 |
337
- | 0.2877 | 18.4516 | 572 | 0.7282 | 0.0175 | 0.7282 | 0.8534 |
338
- | 0.2877 | 18.5161 | 574 | 0.7509 | 0.0798 | 0.7509 | 0.8666 |
339
- | 0.2877 | 18.5806 | 576 | 0.7797 | 0.0361 | 0.7797 | 0.8830 |
340
- | 0.2877 | 18.6452 | 578 | 0.8126 | 0.0393 | 0.8126 | 0.9014 |
341
- | 0.2877 | 18.7097 | 580 | 0.8088 | 0.0376 | 0.8088 | 0.8993 |
342
- | 0.2877 | 18.7742 | 582 | 0.7968 | 0.0884 | 0.7968 | 0.8926 |
343
- | 0.2877 | 18.8387 | 584 | 0.7802 | 0.0495 | 0.7802 | 0.8833 |
344
- | 0.2877 | 18.9032 | 586 | 0.8007 | 0.0558 | 0.8007 | 0.8948 |
345
- | 0.2877 | 18.9677 | 588 | 0.8312 | 0.1079 | 0.8312 | 0.9117 |
346
- | 0.2877 | 19.0323 | 590 | 0.8075 | 0.0240 | 0.8075 | 0.8986 |
347
- | 0.2877 | 19.0968 | 592 | 0.8083 | 0.0291 | 0.8083 | 0.8991 |
348
- | 0.2877 | 19.1613 | 594 | 0.7474 | 0.1133 | 0.7474 | 0.8645 |
349
- | 0.2877 | 19.2258 | 596 | 0.7146 | 0.0585 | 0.7146 | 0.8453 |
350
- | 0.2877 | 19.2903 | 598 | 0.7202 | 0.0428 | 0.7202 | 0.8487 |
351
- | 0.2877 | 19.3548 | 600 | 0.7435 | -0.0614 | 0.7435 | 0.8623 |
352
- | 0.2877 | 19.4194 | 602 | 0.7440 | -0.0132 | 0.7440 | 0.8626 |
353
- | 0.2877 | 19.4839 | 604 | 0.7535 | 0.1796 | 0.7535 | 0.8680 |
354
- | 0.2877 | 19.5484 | 606 | 0.8006 | 0.1352 | 0.8006 | 0.8948 |
355
- | 0.2877 | 19.6129 | 608 | 0.8648 | 0.1442 | 0.8648 | 0.9299 |
356
- | 0.2877 | 19.6774 | 610 | 0.7974 | 0.1032 | 0.7974 | 0.8930 |
357
- | 0.2877 | 19.7419 | 612 | 0.7307 | 0.0393 | 0.7307 | 0.8548 |
358
- | 0.2877 | 19.8065 | 614 | 0.7363 | 0.0282 | 0.7363 | 0.8581 |
359
- | 0.2877 | 19.8710 | 616 | 0.7333 | -0.0228 | 0.7333 | 0.8563 |
360
- | 0.2877 | 19.9355 | 618 | 0.7287 | -0.0170 | 0.7287 | 0.8536 |
361
- | 0.2877 | 20.0 | 620 | 0.7231 | -0.0145 | 0.7231 | 0.8503 |
362
- | 0.2877 | 20.0645 | 622 | 0.7201 | -0.0532 | 0.7201 | 0.8486 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
363
 
364
 
365
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task3_organization
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  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task3_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.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.7836
19
+ - Qwk: -0.0488
20
+ - Mse: 0.7836
21
+ - Rmse: 0.8852
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0556 | 2 | 3.6117 | 0.0048 | 3.6117 | 1.9005 |
53
+ | No log | 0.1111 | 4 | 1.8583 | 0.0325 | 1.8583 | 1.3632 |
54
+ | No log | 0.1667 | 6 | 2.1915 | -0.0101 | 2.1915 | 1.4804 |
55
+ | No log | 0.2222 | 8 | 2.2725 | 0.0218 | 2.2725 | 1.5075 |
56
+ | No log | 0.2778 | 10 | 0.8910 | -0.0056 | 0.8910 | 0.9439 |
57
+ | No log | 0.3333 | 12 | 0.7637 | -0.0035 | 0.7637 | 0.8739 |
58
+ | No log | 0.3889 | 14 | 0.8810 | -0.0240 | 0.8810 | 0.9386 |
59
+ | No log | 0.4444 | 16 | 0.9442 | -0.1701 | 0.9442 | 0.9717 |
60
+ | No log | 0.5 | 18 | 0.9439 | -0.1715 | 0.9439 | 0.9715 |
61
+ | No log | 0.5556 | 20 | 1.0431 | -0.2044 | 1.0431 | 1.0213 |
62
+ | No log | 0.6111 | 22 | 1.0690 | -0.0606 | 1.0690 | 1.0339 |
63
+ | No log | 0.6667 | 24 | 1.0790 | -0.1286 | 1.0790 | 1.0387 |
64
+ | No log | 0.7222 | 26 | 1.0189 | -0.1277 | 1.0189 | 1.0094 |
65
+ | No log | 0.7778 | 28 | 0.8438 | -0.0766 | 0.8438 | 0.9186 |
66
+ | No log | 0.8333 | 30 | 0.7526 | -0.0679 | 0.7526 | 0.8675 |
67
+ | No log | 0.8889 | 32 | 0.7508 | -0.0679 | 0.7508 | 0.8665 |
68
+ | No log | 0.9444 | 34 | 0.7930 | -0.0679 | 0.7930 | 0.8905 |
69
+ | No log | 1.0 | 36 | 0.7890 | -0.0695 | 0.7890 | 0.8882 |
70
+ | No log | 1.0556 | 38 | 0.8388 | -0.1730 | 0.8388 | 0.9159 |
71
+ | No log | 1.1111 | 40 | 0.8807 | -0.1253 | 0.8807 | 0.9385 |
72
+ | No log | 1.1667 | 42 | 0.7894 | -0.0711 | 0.7894 | 0.8885 |
73
+ | No log | 1.2222 | 44 | 0.7815 | 0.1659 | 0.7815 | 0.8840 |
74
+ | No log | 1.2778 | 46 | 1.1815 | 0.0947 | 1.1815 | 1.0870 |
75
+ | No log | 1.3333 | 48 | 1.3048 | 0.0706 | 1.3048 | 1.1423 |
76
+ | No log | 1.3889 | 50 | 0.9701 | 0.0327 | 0.9701 | 0.9849 |
77
+ | No log | 1.4444 | 52 | 0.8425 | 0.0804 | 0.8425 | 0.9179 |
78
+ | No log | 1.5 | 54 | 0.8419 | 0.0376 | 0.8419 | 0.9176 |
79
+ | No log | 1.5556 | 56 | 0.8501 | 0.1049 | 0.8501 | 0.9220 |
80
+ | No log | 1.6111 | 58 | 0.8469 | 0.1050 | 0.8469 | 0.9203 |
81
+ | No log | 1.6667 | 60 | 0.8835 | 0.2038 | 0.8835 | 0.9399 |
82
+ | No log | 1.7222 | 62 | 0.9503 | 0.1102 | 0.9503 | 0.9748 |
83
+ | No log | 1.7778 | 64 | 0.9758 | 0.1328 | 0.9758 | 0.9878 |
84
+ | No log | 1.8333 | 66 | 0.8711 | 0.0816 | 0.8711 | 0.9333 |
85
+ | No log | 1.8889 | 68 | 0.9329 | 0.0277 | 0.9329 | 0.9659 |
86
+ | No log | 1.9444 | 70 | 0.9467 | -0.0093 | 0.9467 | 0.9730 |
87
+ | No log | 2.0 | 72 | 0.8851 | -0.1027 | 0.8851 | 0.9408 |
88
+ | No log | 2.0556 | 74 | 0.9020 | -0.0983 | 0.9020 | 0.9497 |
89
+ | No log | 2.1111 | 76 | 0.8790 | 0.0757 | 0.8790 | 0.9375 |
90
+ | No log | 2.1667 | 78 | 1.0029 | -0.0789 | 1.0029 | 1.0014 |
91
+ | No log | 2.2222 | 80 | 1.1678 | 0.0076 | 1.1678 | 1.0807 |
92
+ | No log | 2.2778 | 82 | 1.1048 | 0.0296 | 1.1048 | 1.0511 |
93
+ | No log | 2.3333 | 84 | 0.9758 | 0.0892 | 0.9758 | 0.9878 |
94
+ | No log | 2.3889 | 86 | 1.0119 | 0.1029 | 1.0119 | 1.0059 |
95
+ | No log | 2.4444 | 88 | 1.0110 | 0.1354 | 1.0110 | 1.0055 |
96
+ | No log | 2.5 | 90 | 1.3177 | 0.1476 | 1.3177 | 1.1479 |
97
+ | No log | 2.5556 | 92 | 1.2206 | 0.0666 | 1.2206 | 1.1048 |
98
+ | No log | 2.6111 | 94 | 0.9377 | -0.1027 | 0.9377 | 0.9683 |
99
+ | No log | 2.6667 | 96 | 0.9475 | 0.1475 | 0.9475 | 0.9734 |
100
+ | No log | 2.7222 | 98 | 0.9408 | -0.0851 | 0.9408 | 0.9699 |
101
+ | No log | 2.7778 | 100 | 1.1032 | 0.0612 | 1.1032 | 1.0503 |
102
+ | No log | 2.8333 | 102 | 1.2915 | 0.1724 | 1.2915 | 1.1364 |
103
+ | No log | 2.8889 | 104 | 1.1997 | 0.1175 | 1.1997 | 1.0953 |
104
+ | No log | 2.9444 | 106 | 1.1280 | 0.1117 | 1.1280 | 1.0621 |
105
+ | No log | 3.0 | 108 | 1.0518 | 0.1122 | 1.0518 | 1.0256 |
106
+ | No log | 3.0556 | 110 | 1.1912 | 0.0673 | 1.1912 | 1.0914 |
107
+ | No log | 3.1111 | 112 | 1.1710 | 0.0379 | 1.1710 | 1.0821 |
108
+ | No log | 3.1667 | 114 | 1.0158 | 0.0262 | 1.0158 | 1.0079 |
109
+ | No log | 3.2222 | 116 | 1.0209 | 0.0906 | 1.0209 | 1.0104 |
110
+ | No log | 3.2778 | 118 | 1.0372 | 0.0272 | 1.0372 | 1.0184 |
111
+ | No log | 3.3333 | 120 | 1.1442 | 0.1206 | 1.1442 | 1.0697 |
112
+ | No log | 3.3889 | 122 | 1.1616 | 0.0487 | 1.1616 | 1.0778 |
113
+ | No log | 3.4444 | 124 | 1.0750 | 0.0986 | 1.0750 | 1.0368 |
114
+ | No log | 3.5 | 126 | 1.1161 | 0.1204 | 1.1161 | 1.0565 |
115
+ | No log | 3.5556 | 128 | 1.1652 | 0.0964 | 1.1652 | 1.0794 |
116
+ | No log | 3.6111 | 130 | 0.9769 | 0.0746 | 0.9769 | 0.9884 |
117
+ | No log | 3.6667 | 132 | 0.9444 | 0.1053 | 0.9444 | 0.9718 |
118
+ | No log | 3.7222 | 134 | 0.9307 | 0.0511 | 0.9307 | 0.9648 |
119
+ | No log | 3.7778 | 136 | 0.9145 | 0.0852 | 0.9145 | 0.9563 |
120
+ | No log | 3.8333 | 138 | 0.8749 | 0.1168 | 0.8749 | 0.9354 |
121
+ | No log | 3.8889 | 140 | 0.8783 | 0.0768 | 0.8783 | 0.9372 |
122
+ | No log | 3.9444 | 142 | 1.0274 | 0.1719 | 1.0274 | 1.0136 |
123
+ | No log | 4.0 | 144 | 1.3039 | 0.1470 | 1.3039 | 1.1419 |
124
+ | No log | 4.0556 | 146 | 1.2912 | 0.1459 | 1.2912 | 1.1363 |
125
+ | No log | 4.1111 | 148 | 0.9798 | 0.1775 | 0.9798 | 0.9899 |
126
+ | No log | 4.1667 | 150 | 0.8265 | 0.2987 | 0.8265 | 0.9091 |
127
+ | No log | 4.2222 | 152 | 0.8527 | 0.1528 | 0.8527 | 0.9234 |
128
+ | No log | 4.2778 | 154 | 0.9991 | 0.0379 | 0.9991 | 0.9995 |
129
+ | No log | 4.3333 | 156 | 0.9729 | 0.0044 | 0.9729 | 0.9863 |
130
+ | No log | 4.3889 | 158 | 0.8485 | 0.0093 | 0.8485 | 0.9211 |
131
+ | No log | 4.4444 | 160 | 0.8298 | 0.1604 | 0.8298 | 0.9109 |
132
+ | No log | 4.5 | 162 | 0.8338 | 0.2002 | 0.8338 | 0.9131 |
133
+ | No log | 4.5556 | 164 | 0.9179 | 0.0246 | 0.9179 | 0.9581 |
134
+ | No log | 4.6111 | 166 | 1.0238 | 0.0957 | 1.0238 | 1.0118 |
135
+ | No log | 4.6667 | 168 | 0.8492 | 0.1580 | 0.8492 | 0.9215 |
136
+ | No log | 4.7222 | 170 | 0.8346 | 0.2447 | 0.8346 | 0.9135 |
137
+ | No log | 4.7778 | 172 | 0.9643 | 0.0291 | 0.9643 | 0.9820 |
138
+ | No log | 4.8333 | 174 | 1.3180 | 0.1251 | 1.3180 | 1.1480 |
139
+ | No log | 4.8889 | 176 | 1.1666 | -0.0222 | 1.1666 | 1.0801 |
140
+ | No log | 4.9444 | 178 | 0.9263 | 0.0283 | 0.9263 | 0.9625 |
141
+ | No log | 5.0 | 180 | 0.9884 | 0.1188 | 0.9884 | 0.9942 |
142
+ | No log | 5.0556 | 182 | 0.9665 | 0.0064 | 0.9665 | 0.9831 |
143
+ | No log | 5.1111 | 184 | 1.2558 | 0.0122 | 1.2558 | 1.1206 |
144
+ | No log | 5.1667 | 186 | 1.4360 | 0.1022 | 1.4360 | 1.1983 |
145
+ | No log | 5.2222 | 188 | 1.2291 | 0.0174 | 1.2291 | 1.1087 |
146
+ | No log | 5.2778 | 190 | 0.8938 | 0.0866 | 0.8938 | 0.9454 |
147
+ | No log | 5.3333 | 192 | 0.8507 | 0.1144 | 0.8507 | 0.9224 |
148
+ | No log | 5.3889 | 194 | 0.8183 | 0.1144 | 0.8183 | 0.9046 |
149
+ | No log | 5.4444 | 196 | 0.8104 | 0.0426 | 0.8104 | 0.9002 |
150
+ | No log | 5.5 | 198 | 0.8125 | 0.0488 | 0.8125 | 0.9014 |
151
+ | No log | 5.5556 | 200 | 0.8511 | -0.0228 | 0.8511 | 0.9226 |
152
+ | No log | 5.6111 | 202 | 0.8851 | 0.0178 | 0.8851 | 0.9408 |
153
+ | No log | 5.6667 | 204 | 0.8914 | 0.0518 | 0.8914 | 0.9442 |
154
+ | No log | 5.7222 | 206 | 0.8678 | 0.0796 | 0.8678 | 0.9316 |
155
+ | No log | 5.7778 | 208 | 0.9289 | 0.0129 | 0.9289 | 0.9638 |
156
+ | No log | 5.8333 | 210 | 0.9906 | 0.0268 | 0.9906 | 0.9953 |
157
+ | No log | 5.8889 | 212 | 0.9615 | 0.0148 | 0.9615 | 0.9805 |
158
+ | No log | 5.9444 | 214 | 0.9160 | 0.0437 | 0.9160 | 0.9571 |
159
+ | No log | 6.0 | 216 | 0.9495 | 0.0529 | 0.9495 | 0.9744 |
160
+ | No log | 6.0556 | 218 | 0.9971 | -0.0074 | 0.9971 | 0.9985 |
161
+ | No log | 6.1111 | 220 | 0.9398 | 0.0883 | 0.9398 | 0.9694 |
162
+ | No log | 6.1667 | 222 | 0.8848 | 0.1573 | 0.8848 | 0.9406 |
163
+ | No log | 6.2222 | 224 | 0.8917 | 0.1185 | 0.8917 | 0.9443 |
164
+ | No log | 6.2778 | 226 | 0.8378 | 0.2748 | 0.8378 | 0.9153 |
165
+ | No log | 6.3333 | 228 | 0.9009 | 0.0223 | 0.9009 | 0.9491 |
166
+ | No log | 6.3889 | 230 | 0.9809 | 0.0713 | 0.9809 | 0.9904 |
167
+ | No log | 6.4444 | 232 | 0.8070 | 0.2057 | 0.8070 | 0.8983 |
168
+ | No log | 6.5 | 234 | 0.7824 | 0.1485 | 0.7824 | 0.8845 |
169
+ | No log | 6.5556 | 236 | 0.8000 | 0.1644 | 0.8000 | 0.8944 |
170
+ | No log | 6.6111 | 238 | 0.9069 | -0.0167 | 0.9069 | 0.9523 |
171
+ | No log | 6.6667 | 240 | 0.9835 | -0.0356 | 0.9835 | 0.9917 |
172
+ | No log | 6.7222 | 242 | 0.9624 | 0.0471 | 0.9624 | 0.9810 |
173
+ | No log | 6.7778 | 244 | 1.0584 | 0.0274 | 1.0584 | 1.0288 |
174
+ | No log | 6.8333 | 246 | 1.2116 | 0.0931 | 1.2116 | 1.1007 |
175
+ | No log | 6.8889 | 248 | 1.0272 | 0.0199 | 1.0272 | 1.0135 |
176
+ | No log | 6.9444 | 250 | 0.9084 | -0.0049 | 0.9084 | 0.9531 |
177
+ | No log | 7.0 | 252 | 0.8551 | 0.0732 | 0.8551 | 0.9247 |
178
+ | No log | 7.0556 | 254 | 0.8386 | -0.0992 | 0.8386 | 0.9157 |
179
+ | No log | 7.1111 | 256 | 0.8748 | -0.1523 | 0.8748 | 0.9353 |
180
+ | No log | 7.1667 | 258 | 0.9502 | -0.0468 | 0.9502 | 0.9748 |
181
+ | No log | 7.2222 | 260 | 0.8926 | 0.0518 | 0.8926 | 0.9448 |
182
+ | No log | 7.2778 | 262 | 0.9096 | 0.0421 | 0.9096 | 0.9537 |
183
+ | No log | 7.3333 | 264 | 1.0031 | 0.0532 | 1.0031 | 1.0016 |
184
+ | No log | 7.3889 | 266 | 1.1624 | -0.0141 | 1.1624 | 1.0781 |
185
+ | No log | 7.4444 | 268 | 1.0297 | -0.0638 | 1.0297 | 1.0147 |
186
+ | No log | 7.5 | 270 | 0.8636 | 0.0810 | 0.8636 | 0.9293 |
187
+ | No log | 7.5556 | 272 | 0.8595 | 0.0700 | 0.8595 | 0.9271 |
188
+ | No log | 7.6111 | 274 | 0.8713 | 0.0426 | 0.8713 | 0.9335 |
189
+ | No log | 7.6667 | 276 | 1.0003 | -0.0356 | 1.0003 | 1.0002 |
190
+ | No log | 7.7222 | 278 | 0.9644 | 0.0189 | 0.9644 | 0.9820 |
191
+ | No log | 7.7778 | 280 | 0.8964 | 0.0643 | 0.8964 | 0.9468 |
192
+ | No log | 7.8333 | 282 | 0.8986 | 0.0856 | 0.8986 | 0.9479 |
193
+ | No log | 7.8889 | 284 | 0.9108 | 0.1209 | 0.9108 | 0.9544 |
194
+ | No log | 7.9444 | 286 | 0.9629 | -0.0119 | 0.9629 | 0.9813 |
195
+ | No log | 8.0 | 288 | 0.8810 | 0.1569 | 0.8810 | 0.9386 |
196
+ | No log | 8.0556 | 290 | 0.8796 | 0.0344 | 0.8796 | 0.9379 |
197
+ | No log | 8.1111 | 292 | 0.9474 | -0.0452 | 0.9474 | 0.9733 |
198
+ | No log | 8.1667 | 294 | 0.9409 | -0.0771 | 0.9409 | 0.9700 |
199
+ | No log | 8.2222 | 296 | 0.8208 | 0.1236 | 0.8208 | 0.9060 |
200
+ | No log | 8.2778 | 298 | 0.8088 | 0.0700 | 0.8088 | 0.8993 |
201
+ | No log | 8.3333 | 300 | 0.8287 | 0.1048 | 0.8287 | 0.9103 |
202
+ | No log | 8.3889 | 302 | 0.8456 | 0.1192 | 0.8456 | 0.9196 |
203
+ | No log | 8.4444 | 304 | 0.9419 | -0.0119 | 0.9419 | 0.9705 |
204
+ | No log | 8.5 | 306 | 0.9988 | -0.0382 | 0.9988 | 0.9994 |
205
+ | No log | 8.5556 | 308 | 0.9954 | -0.0053 | 0.9954 | 0.9977 |
206
+ | No log | 8.6111 | 310 | 0.9392 | -0.0115 | 0.9392 | 0.9691 |
207
+ | No log | 8.6667 | 312 | 0.8816 | -0.0025 | 0.8816 | 0.9389 |
208
+ | No log | 8.7222 | 314 | 0.8822 | 0.0097 | 0.8822 | 0.9393 |
209
+ | No log | 8.7778 | 316 | 0.9252 | 0.0230 | 0.9252 | 0.9618 |
210
+ | No log | 8.8333 | 318 | 0.9085 | 0.0537 | 0.9085 | 0.9532 |
211
+ | No log | 8.8889 | 320 | 1.0096 | -0.0282 | 1.0096 | 1.0048 |
212
+ | No log | 8.9444 | 322 | 1.0785 | 0.0356 | 1.0785 | 1.0385 |
213
+ | No log | 9.0 | 324 | 0.9841 | 0.0262 | 0.9841 | 0.9920 |
214
+ | No log | 9.0556 | 326 | 0.8543 | 0.0783 | 0.8543 | 0.9243 |
215
+ | No log | 9.1111 | 328 | 0.8583 | 0.0236 | 0.8583 | 0.9265 |
216
+ | No log | 9.1667 | 330 | 0.8378 | 0.0893 | 0.8378 | 0.9153 |
217
+ | No log | 9.2222 | 332 | 0.9699 | 0.0301 | 0.9699 | 0.9848 |
218
+ | No log | 9.2778 | 334 | 1.0493 | -0.0870 | 1.0493 | 1.0244 |
219
+ | No log | 9.3333 | 336 | 0.9111 | 0.0569 | 0.9111 | 0.9545 |
220
+ | No log | 9.3889 | 338 | 0.8484 | 0.0119 | 0.8484 | 0.9211 |
221
+ | No log | 9.4444 | 340 | 0.8311 | 0.2063 | 0.8311 | 0.9116 |
222
+ | No log | 9.5 | 342 | 0.8543 | 0.2817 | 0.8543 | 0.9243 |
223
+ | No log | 9.5556 | 344 | 0.9323 | 0.0540 | 0.9323 | 0.9655 |
224
+ | No log | 9.6111 | 346 | 0.9134 | 0.0550 | 0.9134 | 0.9557 |
225
+ | No log | 9.6667 | 348 | 0.8728 | 0.0883 | 0.8728 | 0.9342 |
226
+ | No log | 9.7222 | 350 | 0.8848 | -0.0099 | 0.8848 | 0.9407 |
227
+ | No log | 9.7778 | 352 | 0.8387 | 0.0913 | 0.8387 | 0.9158 |
228
+ | No log | 9.8333 | 354 | 0.7882 | 0.2443 | 0.7882 | 0.8878 |
229
+ | No log | 9.8889 | 356 | 0.7649 | 0.2443 | 0.7649 | 0.8746 |
230
+ | No log | 9.9444 | 358 | 0.7720 | 0.2443 | 0.7720 | 0.8786 |
231
+ | No log | 10.0 | 360 | 0.7904 | 0.1508 | 0.7904 | 0.8890 |
232
+ | No log | 10.0556 | 362 | 0.8320 | 0.2218 | 0.8320 | 0.9121 |
233
+ | No log | 10.1111 | 364 | 0.9948 | 0.0862 | 0.9948 | 0.9974 |
234
+ | No log | 10.1667 | 366 | 1.3391 | 0.1248 | 1.3391 | 1.1572 |
235
+ | No log | 10.2222 | 368 | 1.3545 | 0.0995 | 1.3545 | 1.1638 |
236
+ | No log | 10.2778 | 370 | 1.1427 | 0.0653 | 1.1427 | 1.0690 |
237
+ | No log | 10.3333 | 372 | 0.9282 | 0.0827 | 0.9282 | 0.9634 |
238
+ | No log | 10.3889 | 374 | 0.8832 | 0.1465 | 0.8832 | 0.9398 |
239
+ | No log | 10.4444 | 376 | 0.8526 | 0.1767 | 0.8526 | 0.9234 |
240
+ | No log | 10.5 | 378 | 0.8166 | 0.2063 | 0.8166 | 0.9037 |
241
+ | No log | 10.5556 | 380 | 0.8446 | 0.1251 | 0.8446 | 0.9190 |
242
+ | No log | 10.6111 | 382 | 0.8386 | 0.1942 | 0.8386 | 0.9157 |
243
+ | No log | 10.6667 | 384 | 0.8268 | 0.1922 | 0.8268 | 0.9093 |
244
+ | No log | 10.7222 | 386 | 0.8287 | 0.2443 | 0.8287 | 0.9103 |
245
+ | No log | 10.7778 | 388 | 0.8232 | 0.2087 | 0.8232 | 0.9073 |
246
+ | No log | 10.8333 | 390 | 0.8345 | 0.0455 | 0.8345 | 0.9135 |
247
+ | No log | 10.8889 | 392 | 0.8320 | 0.2443 | 0.8320 | 0.9121 |
248
+ | No log | 10.9444 | 394 | 0.8576 | 0.1863 | 0.8576 | 0.9260 |
249
+ | No log | 11.0 | 396 | 0.8703 | 0.1179 | 0.8703 | 0.9329 |
250
+ | No log | 11.0556 | 398 | 0.8650 | 0.1224 | 0.8650 | 0.9301 |
251
+ | No log | 11.1111 | 400 | 0.8309 | 0.0851 | 0.8309 | 0.9116 |
252
+ | No log | 11.1667 | 402 | 0.8069 | 0.0 | 0.8069 | 0.8983 |
253
+ | No log | 11.2222 | 404 | 0.7801 | 0.0412 | 0.7801 | 0.8832 |
254
+ | No log | 11.2778 | 406 | 0.7893 | 0.2180 | 0.7893 | 0.8884 |
255
+ | No log | 11.3333 | 408 | 0.7951 | 0.2150 | 0.7951 | 0.8917 |
256
+ | No log | 11.3889 | 410 | 0.8221 | 0.1644 | 0.8221 | 0.9067 |
257
+ | No log | 11.4444 | 412 | 0.8339 | 0.2046 | 0.8339 | 0.9132 |
258
+ | No log | 11.5 | 414 | 0.8684 | 0.1586 | 0.8684 | 0.9319 |
259
+ | No log | 11.5556 | 416 | 0.8459 | 0.1923 | 0.8459 | 0.9197 |
260
+ | No log | 11.6111 | 418 | 0.8063 | 0.2024 | 0.8063 | 0.8980 |
261
+ | No log | 11.6667 | 420 | 0.7776 | 0.2046 | 0.7776 | 0.8818 |
262
+ | No log | 11.7222 | 422 | 0.7939 | 0.1673 | 0.7939 | 0.8910 |
263
+ | No log | 11.7778 | 424 | 0.9039 | 0.0939 | 0.9039 | 0.9508 |
264
+ | No log | 11.8333 | 426 | 0.8398 | 0.1244 | 0.8398 | 0.9164 |
265
+ | No log | 11.8889 | 428 | 0.7715 | 0.1550 | 0.7715 | 0.8783 |
266
+ | No log | 11.9444 | 430 | 0.7921 | 0.1485 | 0.7921 | 0.8900 |
267
+ | No log | 12.0 | 432 | 0.8071 | 0.1485 | 0.8071 | 0.8984 |
268
+ | No log | 12.0556 | 434 | 0.8392 | 0.0437 | 0.8392 | 0.9161 |
269
+ | No log | 12.1111 | 436 | 0.9295 | 0.0255 | 0.9295 | 0.9641 |
270
+ | No log | 12.1667 | 438 | 0.9020 | 0.0883 | 0.9020 | 0.9497 |
271
+ | No log | 12.2222 | 440 | 0.8430 | 0.0330 | 0.8430 | 0.9182 |
272
+ | No log | 12.2778 | 442 | 0.8812 | 0.1286 | 0.8812 | 0.9387 |
273
+ | No log | 12.3333 | 444 | 0.9181 | 0.1196 | 0.9181 | 0.9582 |
274
+ | No log | 12.3889 | 446 | 0.8164 | 0.1001 | 0.8164 | 0.9035 |
275
+ | No log | 12.4444 | 448 | 0.8046 | 0.0 | 0.8046 | 0.8970 |
276
+ | No log | 12.5 | 450 | 0.9205 | -0.0076 | 0.9205 | 0.9594 |
277
+ | No log | 12.5556 | 452 | 0.9196 | -0.0424 | 0.9196 | 0.9590 |
278
+ | No log | 12.6111 | 454 | 0.8731 | 0.0526 | 0.8731 | 0.9344 |
279
+ | No log | 12.6667 | 456 | 0.8348 | 0.1139 | 0.8348 | 0.9137 |
280
+ | No log | 12.7222 | 458 | 0.8464 | 0.1049 | 0.8464 | 0.9200 |
281
+ | No log | 12.7778 | 460 | 0.8610 | 0.0025 | 0.8610 | 0.9279 |
282
+ | No log | 12.8333 | 462 | 0.8856 | 0.0469 | 0.8856 | 0.9411 |
283
+ | No log | 12.8889 | 464 | 0.8613 | 0.0437 | 0.8613 | 0.9281 |
284
+ | No log | 12.9444 | 466 | 0.8319 | 0.0798 | 0.8319 | 0.9121 |
285
+ | No log | 13.0 | 468 | 0.8031 | -0.0056 | 0.8031 | 0.8961 |
286
+ | No log | 13.0556 | 470 | 0.7816 | 0.0412 | 0.7816 | 0.8841 |
287
+ | No log | 13.1111 | 472 | 0.8020 | -0.0741 | 0.8020 | 0.8955 |
288
+ | No log | 13.1667 | 474 | 0.8313 | -0.0257 | 0.8313 | 0.9117 |
289
+ | No log | 13.2222 | 476 | 0.8282 | 0.0469 | 0.8282 | 0.9100 |
290
+ | No log | 13.2778 | 478 | 0.8043 | 0.1095 | 0.8043 | 0.8969 |
291
+ | No log | 13.3333 | 480 | 0.7922 | 0.1095 | 0.7922 | 0.8900 |
292
+ | No log | 13.3889 | 482 | 0.7982 | 0.1282 | 0.7982 | 0.8934 |
293
+ | No log | 13.4444 | 484 | 0.8729 | -0.0622 | 0.8729 | 0.9343 |
294
+ | No log | 13.5 | 486 | 0.8993 | -0.0550 | 0.8993 | 0.9483 |
295
+ | No log | 13.5556 | 488 | 0.8602 | -0.0660 | 0.8602 | 0.9275 |
296
+ | No log | 13.6111 | 490 | 0.8343 | 0.1561 | 0.8343 | 0.9134 |
297
+ | No log | 13.6667 | 492 | 0.8489 | 0.1353 | 0.8489 | 0.9213 |
298
+ | No log | 13.7222 | 494 | 0.8842 | 0.0066 | 0.8842 | 0.9403 |
299
+ | No log | 13.7778 | 496 | 0.9564 | -0.0381 | 0.9564 | 0.9779 |
300
+ | No log | 13.8333 | 498 | 0.9218 | -0.0870 | 0.9218 | 0.9601 |
301
+ | 0.2939 | 13.8889 | 500 | 0.8192 | -0.0741 | 0.8192 | 0.9051 |
302
+ | 0.2939 | 13.9444 | 502 | 0.7667 | 0.0863 | 0.7667 | 0.8756 |
303
+ | 0.2939 | 14.0 | 504 | 0.7478 | 0.0857 | 0.7478 | 0.8648 |
304
+ | 0.2939 | 14.0556 | 506 | 0.7454 | 0.1318 | 0.7454 | 0.8634 |
305
+ | 0.2939 | 14.1111 | 508 | 0.7495 | 0.1311 | 0.7495 | 0.8657 |
306
+ | 0.2939 | 14.1667 | 510 | 0.7851 | 0.0481 | 0.7851 | 0.8860 |
307
+ | 0.2939 | 14.2222 | 512 | 0.8740 | -0.0920 | 0.8740 | 0.9349 |
308
+ | 0.2939 | 14.2778 | 514 | 0.8423 | 0.0455 | 0.8423 | 0.9178 |
309
+ | 0.2939 | 14.3333 | 516 | 0.8175 | 0.1353 | 0.8175 | 0.9042 |
310
+ | 0.2939 | 14.3889 | 518 | 0.9511 | 0.0989 | 0.9511 | 0.9753 |
311
+ | 0.2939 | 14.4444 | 520 | 0.9432 | 0.1297 | 0.9432 | 0.9712 |
312
+ | 0.2939 | 14.5 | 522 | 0.8040 | 0.1049 | 0.8040 | 0.8967 |
313
+ | 0.2939 | 14.5556 | 524 | 0.8095 | 0.0455 | 0.8095 | 0.8997 |
314
+ | 0.2939 | 14.6111 | 526 | 0.9246 | 0.0734 | 0.9246 | 0.9615 |
315
+ | 0.2939 | 14.6667 | 528 | 0.8885 | -0.0306 | 0.8885 | 0.9426 |
316
+ | 0.2939 | 14.7222 | 530 | 0.7743 | -0.1271 | 0.7743 | 0.8799 |
317
+ | 0.2939 | 14.7778 | 532 | 0.7508 | 0.1758 | 0.7508 | 0.8665 |
318
+ | 0.2939 | 14.8333 | 534 | 0.8162 | 0.1899 | 0.8162 | 0.9034 |
319
+ | 0.2939 | 14.8889 | 536 | 0.8182 | 0.1965 | 0.8182 | 0.9045 |
320
+ | 0.2939 | 14.9444 | 538 | 0.7974 | 0.1144 | 0.7974 | 0.8930 |
321
+ | 0.2939 | 15.0 | 540 | 0.8347 | 0.1209 | 0.8347 | 0.9136 |
322
+ | 0.2939 | 15.0556 | 542 | 0.9328 | 0.0277 | 0.9328 | 0.9658 |
323
+ | 0.2939 | 15.1111 | 544 | 0.9660 | 0.0977 | 0.9660 | 0.9829 |
324
+ | 0.2939 | 15.1667 | 546 | 0.9135 | 0.0972 | 0.9135 | 0.9558 |
325
+ | 0.2939 | 15.2222 | 548 | 0.7992 | 0.0 | 0.7992 | 0.8940 |
326
+ | 0.2939 | 15.2778 | 550 | 0.7673 | 0.0282 | 0.7673 | 0.8759 |
327
+ | 0.2939 | 15.3333 | 552 | 0.7633 | 0.0282 | 0.7633 | 0.8736 |
328
+ | 0.2939 | 15.3889 | 554 | 0.7456 | -0.0179 | 0.7456 | 0.8635 |
329
+ | 0.2939 | 15.4444 | 556 | 0.7653 | 0.0394 | 0.7653 | 0.8748 |
330
+ | 0.2939 | 15.5 | 558 | 0.8779 | 0.0307 | 0.8779 | 0.9370 |
331
+ | 0.2939 | 15.5556 | 560 | 0.9537 | 0.0378 | 0.9537 | 0.9766 |
332
+ | 0.2939 | 15.6111 | 562 | 0.8830 | 0.0549 | 0.8830 | 0.9397 |
333
+ | 0.2939 | 15.6667 | 564 | 0.8105 | 0.0376 | 0.8105 | 0.9003 |
334
+ | 0.2939 | 15.7222 | 566 | 0.8668 | 0.1272 | 0.8668 | 0.9310 |
335
+ | 0.2939 | 15.7778 | 568 | 0.8892 | 0.1609 | 0.8892 | 0.9430 |
336
+ | 0.2939 | 15.8333 | 570 | 0.8490 | 0.0257 | 0.8490 | 0.9214 |
337
+ | 0.2939 | 15.8889 | 572 | 0.8375 | 0.0376 | 0.8375 | 0.9151 |
338
+ | 0.2939 | 15.9444 | 574 | 0.8284 | -0.0462 | 0.8284 | 0.9102 |
339
+ | 0.2939 | 16.0 | 576 | 0.7782 | 0.0821 | 0.7782 | 0.8822 |
340
+ | 0.2939 | 16.0556 | 578 | 0.7496 | 0.1740 | 0.7496 | 0.8658 |
341
+ | 0.2939 | 16.1111 | 580 | 0.7345 | 0.1691 | 0.7345 | 0.8570 |
342
+ | 0.2939 | 16.1667 | 582 | 0.7129 | 0.0857 | 0.7129 | 0.8444 |
343
+ | 0.2939 | 16.2222 | 584 | 0.7146 | 0.0863 | 0.7146 | 0.8454 |
344
+ | 0.2939 | 16.2778 | 586 | 0.7644 | 0.0488 | 0.7644 | 0.8743 |
345
+ | 0.2939 | 16.3333 | 588 | 0.8183 | -0.0558 | 0.8183 | 0.9046 |
346
+ | 0.2939 | 16.3889 | 590 | 0.7945 | -0.0257 | 0.7945 | 0.8914 |
347
+ | 0.2939 | 16.4444 | 592 | 0.7417 | 0.1249 | 0.7417 | 0.8612 |
348
+ | 0.2939 | 16.5 | 594 | 0.7623 | 0.2390 | 0.7623 | 0.8731 |
349
+ | 0.2939 | 16.5556 | 596 | 0.7637 | 0.2757 | 0.7637 | 0.8739 |
350
+ | 0.2939 | 16.6111 | 598 | 0.7354 | 0.1675 | 0.7354 | 0.8576 |
351
+ | 0.2939 | 16.6667 | 600 | 0.7255 | 0.0375 | 0.7255 | 0.8518 |
352
+ | 0.2939 | 16.7222 | 602 | 0.7436 | -0.0056 | 0.7436 | 0.8623 |
353
+ | 0.2939 | 16.7778 | 604 | 0.7859 | 0.0444 | 0.7859 | 0.8865 |
354
+ | 0.2939 | 16.8333 | 606 | 0.7817 | -0.0483 | 0.7817 | 0.8842 |
355
+ | 0.2939 | 16.8889 | 608 | 0.7930 | 0.1244 | 0.7930 | 0.8905 |
356
+ | 0.2939 | 16.9444 | 610 | 0.8209 | 0.2169 | 0.8209 | 0.9061 |
357
+ | 0.2939 | 17.0 | 612 | 0.8326 | 0.1456 | 0.8326 | 0.9125 |
358
+ | 0.2939 | 17.0556 | 614 | 0.8639 | 0.0771 | 0.8639 | 0.9294 |
359
+ | 0.2939 | 17.1111 | 616 | 0.8655 | -0.0391 | 0.8655 | 0.9303 |
360
+ | 0.2939 | 17.1667 | 618 | 0.8020 | 0.0828 | 0.8020 | 0.8955 |
361
+ | 0.2939 | 17.2222 | 620 | 0.7604 | 0.1254 | 0.7604 | 0.8720 |
362
+ | 0.2939 | 17.2778 | 622 | 0.7804 | 0.1859 | 0.7804 | 0.8834 |
363
+ | 0.2939 | 17.3333 | 624 | 0.7772 | 0.2220 | 0.7772 | 0.8816 |
364
+ | 0.2939 | 17.3889 | 626 | 0.7531 | 0.2009 | 0.7531 | 0.8678 |
365
+ | 0.2939 | 17.4444 | 628 | 0.7655 | 0.0821 | 0.7655 | 0.8749 |
366
+ | 0.2939 | 17.5 | 630 | 0.8306 | -0.1219 | 0.8306 | 0.9114 |
367
+ | 0.2939 | 17.5556 | 632 | 0.8816 | -0.1027 | 0.8816 | 0.9389 |
368
+ | 0.2939 | 17.6111 | 634 | 0.8955 | -0.0408 | 0.8955 | 0.9463 |
369
+ | 0.2939 | 17.6667 | 636 | 0.9225 | -0.0408 | 0.9225 | 0.9605 |
370
+ | 0.2939 | 17.7222 | 638 | 0.9563 | 0.0090 | 0.9563 | 0.9779 |
371
+ | 0.2939 | 17.7778 | 640 | 0.9654 | 0.0042 | 0.9654 | 0.9826 |
372
+ | 0.2939 | 17.8333 | 642 | 0.9399 | 0.0 | 0.9399 | 0.9695 |
373
+ | 0.2939 | 17.8889 | 644 | 0.9015 | 0.0023 | 0.9015 | 0.9495 |
374
+ | 0.2939 | 17.9444 | 646 | 0.8713 | 0.0408 | 0.8713 | 0.9334 |
375
+ | 0.2939 | 18.0 | 648 | 0.8594 | -0.0357 | 0.8594 | 0.9270 |
376
+ | 0.2939 | 18.0556 | 650 | 0.8202 | 0.0828 | 0.8202 | 0.9056 |
377
+ | 0.2939 | 18.1111 | 652 | 0.8031 | 0.1095 | 0.8031 | 0.8962 |
378
+ | 0.2939 | 18.1667 | 654 | 0.8116 | 0.1475 | 0.8116 | 0.9009 |
379
+ | 0.2939 | 18.2222 | 656 | 0.8123 | 0.1094 | 0.8123 | 0.9013 |
380
+ | 0.2939 | 18.2778 | 658 | 0.8134 | 0.1192 | 0.8134 | 0.9019 |
381
+ | 0.2939 | 18.3333 | 660 | 0.8166 | 0.1095 | 0.8166 | 0.9037 |
382
+ | 0.2939 | 18.3889 | 662 | 0.8289 | 0.1727 | 0.8289 | 0.9104 |
383
+ | 0.2939 | 18.4444 | 664 | 0.8297 | 0.1465 | 0.8297 | 0.9109 |
384
+ | 0.2939 | 18.5 | 666 | 0.8616 | 0.0816 | 0.8616 | 0.9282 |
385
+ | 0.2939 | 18.5556 | 668 | 0.9318 | -0.0156 | 0.9318 | 0.9653 |
386
+ | 0.2939 | 18.6111 | 670 | 0.9058 | -0.0156 | 0.9058 | 0.9517 |
387
+ | 0.2939 | 18.6667 | 672 | 0.8452 | 0.1138 | 0.8452 | 0.9193 |
388
+ | 0.2939 | 18.7222 | 674 | 0.8778 | 0.1815 | 0.8778 | 0.9369 |
389
+ | 0.2939 | 18.7778 | 676 | 0.8999 | 0.2193 | 0.8999 | 0.9487 |
390
+ | 0.2939 | 18.8333 | 678 | 0.8294 | 0.1228 | 0.8294 | 0.9107 |
391
+ | 0.2939 | 18.8889 | 680 | 0.7873 | 0.0375 | 0.7873 | 0.8873 |
392
+ | 0.2939 | 18.9444 | 682 | 0.7823 | 0.0375 | 0.7823 | 0.8845 |
393
+ | 0.2939 | 19.0 | 684 | 0.7902 | 0.0375 | 0.7902 | 0.8889 |
394
+ | 0.2939 | 19.0556 | 686 | 0.8206 | 0.0444 | 0.8206 | 0.9059 |
395
+ | 0.2939 | 19.1111 | 688 | 0.8026 | 0.0828 | 0.8026 | 0.8959 |
396
+ | 0.2939 | 19.1667 | 690 | 0.8004 | 0.1196 | 0.8004 | 0.8946 |
397
+ | 0.2939 | 19.2222 | 692 | 0.8079 | 0.1196 | 0.8079 | 0.8988 |
398
+ | 0.2939 | 19.2778 | 694 | 0.8250 | 0.1187 | 0.8250 | 0.9083 |
399
+ | 0.2939 | 19.3333 | 696 | 0.8505 | -0.0373 | 0.8505 | 0.9222 |
400
+ | 0.2939 | 19.3889 | 698 | 0.8194 | -0.0027 | 0.8194 | 0.9052 |
401
+ | 0.2939 | 19.4444 | 700 | 0.7934 | 0.0821 | 0.7934 | 0.8908 |
402
+ | 0.2939 | 19.5 | 702 | 0.7815 | 0.1740 | 0.7815 | 0.8840 |
403
+ | 0.2939 | 19.5556 | 704 | 0.7877 | 0.0394 | 0.7877 | 0.8875 |
404
+ | 0.2939 | 19.6111 | 706 | 0.8026 | -0.0939 | 0.8026 | 0.8959 |
405
+ | 0.2939 | 19.6667 | 708 | 0.7993 | 0.0828 | 0.7993 | 0.8941 |
406
+ | 0.2939 | 19.7222 | 710 | 0.8058 | 0.1244 | 0.8058 | 0.8976 |
407
+ | 0.2939 | 19.7778 | 712 | 0.8118 | 0.1240 | 0.8118 | 0.9010 |
408
+ | 0.2939 | 19.8333 | 714 | 0.8601 | 0.0024 | 0.8601 | 0.9274 |
409
+ | 0.2939 | 19.8889 | 716 | 0.8888 | 0.0024 | 0.8888 | 0.9428 |
410
+ | 0.2939 | 19.9444 | 718 | 0.8761 | -0.0051 | 0.8761 | 0.9360 |
411
+ | 0.2939 | 20.0 | 720 | 0.8825 | 0.1737 | 0.8825 | 0.9394 |
412
+ | 0.2939 | 20.0556 | 722 | 0.8760 | 0.0688 | 0.8760 | 0.9360 |
413
+ | 0.2939 | 20.1111 | 724 | 0.8734 | 0.0408 | 0.8734 | 0.9346 |
414
+ | 0.2939 | 20.1667 | 726 | 0.8979 | -0.1305 | 0.8979 | 0.9476 |
415
+ | 0.2939 | 20.2222 | 728 | 0.9082 | -0.0468 | 0.9082 | 0.9530 |
416
+ | 0.2939 | 20.2778 | 730 | 0.8712 | -0.0357 | 0.8712 | 0.9334 |
417
+ | 0.2939 | 20.3333 | 732 | 0.8216 | 0.1249 | 0.8216 | 0.9064 |
418
+ | 0.2939 | 20.3889 | 734 | 0.8553 | 0.1415 | 0.8553 | 0.9248 |
419
+ | 0.2939 | 20.4444 | 736 | 0.8583 | 0.1318 | 0.8583 | 0.9265 |
420
+ | 0.2939 | 20.5 | 738 | 0.8282 | 0.1465 | 0.8282 | 0.9101 |
421
+ | 0.2939 | 20.5556 | 740 | 0.8622 | -0.0373 | 0.8622 | 0.9286 |
422
+ | 0.2939 | 20.6111 | 742 | 0.9404 | -0.0341 | 0.9404 | 0.9698 |
423
+ | 0.2939 | 20.6667 | 744 | 0.9264 | -0.0341 | 0.9264 | 0.9625 |
424
+ | 0.2939 | 20.7222 | 746 | 0.8493 | 0.0426 | 0.8493 | 0.9215 |
425
+ | 0.2939 | 20.7778 | 748 | 0.8049 | 0.1415 | 0.8049 | 0.8972 |
426
+ | 0.2939 | 20.8333 | 750 | 0.8345 | 0.1379 | 0.8345 | 0.9135 |
427
+ | 0.2939 | 20.8889 | 752 | 0.8401 | 0.2092 | 0.8401 | 0.9166 |
428
+ | 0.2939 | 20.9444 | 754 | 0.8138 | 0.1841 | 0.8138 | 0.9021 |
429
+ | 0.2939 | 21.0 | 756 | 0.8268 | 0.0764 | 0.8268 | 0.9093 |
430
+ | 0.2939 | 21.0556 | 758 | 0.8884 | -0.0123 | 0.8884 | 0.9426 |
431
+ | 0.2939 | 21.1111 | 760 | 0.9015 | -0.0727 | 0.9015 | 0.9495 |
432
+ | 0.2939 | 21.1667 | 762 | 0.8466 | -0.0288 | 0.8466 | 0.9201 |
433
+ | 0.2939 | 21.2222 | 764 | 0.7850 | 0.0776 | 0.7850 | 0.8860 |
434
+ | 0.2939 | 21.2778 | 766 | 0.7680 | 0.1691 | 0.7680 | 0.8763 |
435
+ | 0.2939 | 21.3333 | 768 | 0.7640 | 0.1691 | 0.7640 | 0.8740 |
436
+ | 0.2939 | 21.3889 | 770 | 0.7680 | 0.0776 | 0.7680 | 0.8764 |
437
+ | 0.2939 | 21.4444 | 772 | 0.7810 | 0.0776 | 0.7810 | 0.8837 |
438
+ | 0.2939 | 21.5 | 774 | 0.7758 | 0.0776 | 0.7758 | 0.8808 |
439
+ | 0.2939 | 21.5556 | 776 | 0.7713 | 0.0776 | 0.7713 | 0.8783 |
440
+ | 0.2939 | 21.6111 | 778 | 0.7782 | 0.0821 | 0.7782 | 0.8822 |
441
+ | 0.2939 | 21.6667 | 780 | 0.8292 | 0.0503 | 0.8292 | 0.9106 |
442
+ | 0.2939 | 21.7222 | 782 | 0.8796 | -0.0056 | 0.8796 | 0.9379 |
443
+ | 0.2939 | 21.7778 | 784 | 0.8890 | -0.0381 | 0.8890 | 0.9429 |
444
+ | 0.2939 | 21.8333 | 786 | 0.8387 | 0.0078 | 0.8387 | 0.9158 |
445
+ | 0.2939 | 21.8889 | 788 | 0.8061 | 0.0783 | 0.8061 | 0.8978 |
446
+ | 0.2939 | 21.9444 | 790 | 0.8009 | 0.1196 | 0.8009 | 0.8950 |
447
+ | 0.2939 | 22.0 | 792 | 0.8099 | 0.1196 | 0.8099 | 0.9000 |
448
+ | 0.2939 | 22.0556 | 794 | 0.8249 | 0.1604 | 0.8249 | 0.9082 |
449
+ | 0.2939 | 22.1111 | 796 | 0.8399 | 0.0771 | 0.8399 | 0.9165 |
450
+ | 0.2939 | 22.1667 | 798 | 0.8415 | 0.0771 | 0.8415 | 0.9173 |
451
+ | 0.2939 | 22.2222 | 800 | 0.8105 | 0.0393 | 0.8105 | 0.9003 |
452
+ | 0.2939 | 22.2778 | 802 | 0.7824 | 0.1691 | 0.7824 | 0.8845 |
453
+ | 0.2939 | 22.3333 | 804 | 0.7792 | 0.1691 | 0.7792 | 0.8827 |
454
+ | 0.2939 | 22.3889 | 806 | 0.7821 | 0.0768 | 0.7821 | 0.8844 |
455
+ | 0.2939 | 22.4444 | 808 | 0.7993 | 0.0776 | 0.7993 | 0.8941 |
456
+ | 0.2939 | 22.5 | 810 | 0.8115 | -0.0051 | 0.8115 | 0.9008 |
457
+ | 0.2939 | 22.5556 | 812 | 0.8046 | 0.0768 | 0.8046 | 0.8970 |
458
+ | 0.2939 | 22.6111 | 814 | 0.8119 | 0.0768 | 0.8119 | 0.9010 |
459
+ | 0.2939 | 22.6667 | 816 | 0.8103 | 0.0768 | 0.8103 | 0.9002 |
460
+ | 0.2939 | 22.7222 | 818 | 0.8071 | 0.0768 | 0.8071 | 0.8984 |
461
+ | 0.2939 | 22.7778 | 820 | 0.8120 | -0.0108 | 0.8120 | 0.9011 |
462
+ | 0.2939 | 22.8333 | 822 | 0.8360 | 0.0455 | 0.8360 | 0.9143 |
463
+ | 0.2939 | 22.8889 | 824 | 0.8373 | 0.0025 | 0.8373 | 0.9150 |
464
+ | 0.2939 | 22.9444 | 826 | 0.8390 | 0.0376 | 0.8390 | 0.9160 |
465
+ | 0.2939 | 23.0 | 828 | 0.8261 | 0.0289 | 0.8261 | 0.9089 |
466
+ | 0.2939 | 23.0556 | 830 | 0.8178 | -0.0138 | 0.8178 | 0.9043 |
467
+ | 0.2939 | 23.1111 | 832 | 0.8230 | -0.0108 | 0.8230 | 0.9072 |
468
+ | 0.2939 | 23.1667 | 834 | 0.8740 | -0.0672 | 0.8740 | 0.9349 |
469
+ | 0.2939 | 23.2222 | 836 | 0.8975 | -0.0816 | 0.8975 | 0.9474 |
470
+ | 0.2939 | 23.2778 | 838 | 0.8708 | -0.1021 | 0.8708 | 0.9332 |
471
+ | 0.2939 | 23.3333 | 840 | 0.8193 | -0.0082 | 0.8193 | 0.9052 |
472
+ | 0.2939 | 23.3889 | 842 | 0.8103 | 0.1199 | 0.8103 | 0.9001 |
473
+ | 0.2939 | 23.4444 | 844 | 0.8224 | 0.1199 | 0.8224 | 0.9068 |
474
+ | 0.2939 | 23.5 | 846 | 0.8282 | 0.1196 | 0.8282 | 0.9101 |
475
+ | 0.2939 | 23.5556 | 848 | 0.8305 | 0.0308 | 0.8305 | 0.9113 |
476
+ | 0.2939 | 23.6111 | 850 | 0.8467 | -0.0079 | 0.8467 | 0.9202 |
477
+ | 0.2939 | 23.6667 | 852 | 0.8896 | -0.0284 | 0.8896 | 0.9432 |
478
+ | 0.2939 | 23.7222 | 854 | 0.9280 | 0.0206 | 0.9280 | 0.9633 |
479
+ | 0.2939 | 23.7778 | 856 | 0.9198 | 0.0189 | 0.9198 | 0.9591 |
480
+ | 0.2939 | 23.8333 | 858 | 0.8653 | 0.0810 | 0.8653 | 0.9302 |
481
+ | 0.2939 | 23.8889 | 860 | 0.8252 | 0.0791 | 0.8252 | 0.9084 |
482
+ | 0.2939 | 23.9444 | 862 | 0.8215 | 0.0791 | 0.8215 | 0.9063 |
483
+ | 0.2939 | 24.0 | 864 | 0.8342 | -0.0079 | 0.8342 | 0.9133 |
484
+ | 0.2939 | 24.0556 | 866 | 0.8554 | 0.0441 | 0.8554 | 0.9249 |
485
+ | 0.2939 | 24.1111 | 868 | 0.8437 | -0.0462 | 0.8437 | 0.9185 |
486
+ | 0.2939 | 24.1667 | 870 | 0.8255 | 0.0709 | 0.8255 | 0.9086 |
487
+ | 0.2939 | 24.2222 | 872 | 0.8179 | 0.0966 | 0.8179 | 0.9044 |
488
+ | 0.2939 | 24.2778 | 874 | 0.8115 | 0.0966 | 0.8115 | 0.9008 |
489
+ | 0.2939 | 24.3333 | 876 | 0.8137 | 0.0776 | 0.8137 | 0.9020 |
490
+ | 0.2939 | 24.3889 | 878 | 0.8095 | 0.0834 | 0.8095 | 0.8997 |
491
+ | 0.2939 | 24.4444 | 880 | 0.8306 | -0.0426 | 0.8306 | 0.9114 |
492
+ | 0.2939 | 24.5 | 882 | 0.8338 | 0.0025 | 0.8338 | 0.9131 |
493
+ | 0.2939 | 24.5556 | 884 | 0.7978 | 0.0776 | 0.7978 | 0.8932 |
494
+ | 0.2939 | 24.6111 | 886 | 0.7934 | 0.0768 | 0.7934 | 0.8907 |
495
+ | 0.2939 | 24.6667 | 888 | 0.8042 | 0.0776 | 0.8042 | 0.8968 |
496
+ | 0.2939 | 24.7222 | 890 | 0.8148 | 0.0776 | 0.8148 | 0.9026 |
497
+ | 0.2939 | 24.7778 | 892 | 0.8589 | 0.0455 | 0.8589 | 0.9268 |
498
+ | 0.2939 | 24.8333 | 894 | 0.8684 | 0.0114 | 0.8684 | 0.9319 |
499
+ | 0.2939 | 24.8889 | 896 | 0.8214 | -0.0108 | 0.8214 | 0.9063 |
500
+ | 0.2939 | 24.9444 | 898 | 0.8015 | 0.0776 | 0.8015 | 0.8953 |
501
+ | 0.2939 | 25.0 | 900 | 0.8072 | 0.0776 | 0.8072 | 0.8985 |
502
+ | 0.2939 | 25.0556 | 902 | 0.8311 | -0.0108 | 0.8311 | 0.9116 |
503
+ | 0.2939 | 25.1111 | 904 | 0.8537 | 0.0255 | 0.8537 | 0.9239 |
504
+ | 0.2939 | 25.1667 | 906 | 0.8687 | 0.0255 | 0.8687 | 0.9320 |
505
+ | 0.2939 | 25.2222 | 908 | 0.8562 | 0.0541 | 0.8562 | 0.9253 |
506
+ | 0.2939 | 25.2778 | 910 | 0.8457 | 0.1049 | 0.8457 | 0.9196 |
507
+ | 0.2939 | 25.3333 | 912 | 0.8460 | 0.0236 | 0.8460 | 0.9198 |
508
+ | 0.2939 | 25.3889 | 914 | 0.8735 | 0.0349 | 0.8735 | 0.9346 |
509
+ | 0.2939 | 25.4444 | 916 | 0.9130 | -0.0634 | 0.9130 | 0.9555 |
510
+ | 0.2939 | 25.5 | 918 | 0.8981 | -0.0277 | 0.8981 | 0.9477 |
511
+ | 0.2939 | 25.5556 | 920 | 0.8663 | -0.0079 | 0.8663 | 0.9308 |
512
+ | 0.2939 | 25.6111 | 922 | 0.8535 | 0.1049 | 0.8535 | 0.9238 |
513
+ | 0.2939 | 25.6667 | 924 | 0.8340 | 0.1529 | 0.8340 | 0.9132 |
514
+ | 0.2939 | 25.7222 | 926 | 0.8091 | 0.0776 | 0.8091 | 0.8995 |
515
+ | 0.2939 | 25.7778 | 928 | 0.8305 | -0.0841 | 0.8305 | 0.9113 |
516
+ | 0.2939 | 25.8333 | 930 | 0.8240 | -0.1273 | 0.8240 | 0.9077 |
517
+ | 0.2939 | 25.8889 | 932 | 0.7880 | -0.0567 | 0.7880 | 0.8877 |
518
+ | 0.2939 | 25.9444 | 934 | 0.7525 | 0.0814 | 0.7525 | 0.8674 |
519
+ | 0.2939 | 26.0 | 936 | 0.7593 | 0.1691 | 0.7593 | 0.8714 |
520
+ | 0.2939 | 26.0556 | 938 | 0.7823 | 0.1691 | 0.7823 | 0.8845 |
521
+ | 0.2939 | 26.1111 | 940 | 0.7905 | 0.1612 | 0.7905 | 0.8891 |
522
+ | 0.2939 | 26.1667 | 942 | 0.7977 | 0.1612 | 0.7977 | 0.8932 |
523
+ | 0.2939 | 26.2222 | 944 | 0.8608 | 0.0049 | 0.8608 | 0.9278 |
524
+ | 0.2939 | 26.2778 | 946 | 0.9592 | -0.0195 | 0.9592 | 0.9794 |
525
+ | 0.2939 | 26.3333 | 948 | 0.9868 | 0.0122 | 0.9868 | 0.9934 |
526
+ | 0.2939 | 26.3889 | 950 | 0.9275 | -0.0051 | 0.9275 | 0.9631 |
527
+ | 0.2939 | 26.4444 | 952 | 0.8461 | -0.0443 | 0.8461 | 0.9198 |
528
+ | 0.2939 | 26.5 | 954 | 0.8149 | 0.1565 | 0.8149 | 0.9027 |
529
+ | 0.2939 | 26.5556 | 956 | 0.8108 | 0.1565 | 0.8108 | 0.9005 |
530
+ | 0.2939 | 26.6111 | 958 | 0.8170 | 0.1565 | 0.8170 | 0.9039 |
531
+ | 0.2939 | 26.6667 | 960 | 0.8232 | 0.0776 | 0.8232 | 0.9073 |
532
+ | 0.2939 | 26.7222 | 962 | 0.8170 | -0.0138 | 0.8170 | 0.9039 |
533
+ | 0.2939 | 26.7778 | 964 | 0.8027 | -0.0113 | 0.8027 | 0.8959 |
534
+ | 0.2939 | 26.8333 | 966 | 0.7950 | 0.0821 | 0.7950 | 0.8916 |
535
+ | 0.2939 | 26.8889 | 968 | 0.8174 | 0.0410 | 0.8174 | 0.9041 |
536
+ | 0.2939 | 26.9444 | 970 | 0.8502 | -0.0672 | 0.8502 | 0.9221 |
537
+ | 0.2939 | 27.0 | 972 | 0.8813 | -0.0193 | 0.8813 | 0.9388 |
538
+ | 0.2939 | 27.0556 | 974 | 0.8633 | 0.0074 | 0.8633 | 0.9292 |
539
+ | 0.2939 | 27.1111 | 976 | 0.8173 | -0.0113 | 0.8173 | 0.9040 |
540
+ | 0.2939 | 27.1667 | 978 | 0.8050 | -0.0170 | 0.8050 | 0.8972 |
541
+ | 0.2939 | 27.2222 | 980 | 0.8018 | 0.0814 | 0.8018 | 0.8954 |
542
+ | 0.2939 | 27.2778 | 982 | 0.8075 | 0.0814 | 0.8075 | 0.8986 |
543
+ | 0.2939 | 27.3333 | 984 | 0.8212 | -0.0483 | 0.8212 | 0.9062 |
544
+ | 0.2939 | 27.3889 | 986 | 0.8210 | -0.1333 | 0.8210 | 0.9061 |
545
+ | 0.2939 | 27.4444 | 988 | 0.7906 | -0.0612 | 0.7906 | 0.8892 |
546
+ | 0.2939 | 27.5 | 990 | 0.7681 | 0.0857 | 0.7681 | 0.8764 |
547
+ | 0.2939 | 27.5556 | 992 | 0.7907 | 0.1202 | 0.7907 | 0.8892 |
548
+ | 0.2939 | 27.6111 | 994 | 0.8250 | 0.1096 | 0.8250 | 0.9083 |
549
+ | 0.2939 | 27.6667 | 996 | 0.8309 | 0.0723 | 0.8309 | 0.9116 |
550
+ | 0.2939 | 27.7222 | 998 | 0.8443 | 0.0359 | 0.8443 | 0.9188 |
551
+ | 0.0676 | 27.7778 | 1000 | 0.8663 | 0.0024 | 0.8663 | 0.9307 |
552
+ | 0.0676 | 27.8333 | 1002 | 0.8869 | -0.0611 | 0.8869 | 0.9418 |
553
+ | 0.0676 | 27.8889 | 1004 | 0.8575 | -0.0326 | 0.8575 | 0.9260 |
554
+ | 0.0676 | 27.9444 | 1006 | 0.8019 | -0.0108 | 0.8019 | 0.8955 |
555
+ | 0.0676 | 28.0 | 1008 | 0.7693 | 0.1259 | 0.7693 | 0.8771 |
556
+ | 0.0676 | 28.0556 | 1010 | 0.7531 | 0.1259 | 0.7531 | 0.8678 |
557
+ | 0.0676 | 28.1111 | 1012 | 0.7467 | 0.1259 | 0.7467 | 0.8641 |
558
+ | 0.0676 | 28.1667 | 1014 | 0.7403 | 0.1259 | 0.7403 | 0.8604 |
559
+ | 0.0676 | 28.2222 | 1016 | 0.7494 | 0.1379 | 0.7494 | 0.8657 |
560
+ | 0.0676 | 28.2778 | 1018 | 0.7968 | 0.0471 | 0.7968 | 0.8926 |
561
+ | 0.0676 | 28.3333 | 1020 | 0.8405 | -0.0687 | 0.8405 | 0.9168 |
562
+ | 0.0676 | 28.3889 | 1022 | 0.8342 | 0.0481 | 0.8342 | 0.9134 |
563
+ | 0.0676 | 28.4444 | 1024 | 0.8001 | 0.0821 | 0.8001 | 0.8945 |
564
+ | 0.0676 | 28.5 | 1026 | 0.8051 | 0.1612 | 0.8051 | 0.8973 |
565
+ | 0.0676 | 28.5556 | 1028 | 0.8238 | 0.1379 | 0.8238 | 0.9077 |
566
+ | 0.0676 | 28.6111 | 1030 | 0.8352 | 0.1379 | 0.8352 | 0.9139 |
567
+ | 0.0676 | 28.6667 | 1032 | 0.8381 | 0.1415 | 0.8381 | 0.9155 |
568
+ | 0.0676 | 28.7222 | 1034 | 0.8457 | 0.1143 | 0.8457 | 0.9196 |
569
+ | 0.0676 | 28.7778 | 1036 | 0.8670 | 0.0733 | 0.8670 | 0.9311 |
570
+ | 0.0676 | 28.8333 | 1038 | 0.8777 | -0.0326 | 0.8777 | 0.9368 |
571
+ | 0.0676 | 28.8889 | 1040 | 0.8911 | -0.0838 | 0.8911 | 0.9440 |
572
+ | 0.0676 | 28.9444 | 1042 | 0.8429 | 0.0081 | 0.8429 | 0.9181 |
573
+ | 0.0676 | 29.0 | 1044 | 0.7815 | -0.0532 | 0.7815 | 0.8840 |
574
+ | 0.0676 | 29.0556 | 1046 | 0.7553 | 0.0814 | 0.7553 | 0.8691 |
575
+ | 0.0676 | 29.1111 | 1048 | 0.7662 | 0.0814 | 0.7662 | 0.8753 |
576
+ | 0.0676 | 29.1667 | 1050 | 0.7770 | 0.0814 | 0.7770 | 0.8815 |
577
+ | 0.0676 | 29.2222 | 1052 | 0.7895 | 0.0821 | 0.7895 | 0.8885 |
578
+ | 0.0676 | 29.2778 | 1054 | 0.8021 | 0.0821 | 0.8021 | 0.8956 |
579
+ | 0.0676 | 29.3333 | 1056 | 0.8230 | -0.0054 | 0.8230 | 0.9072 |
580
+ | 0.0676 | 29.3889 | 1058 | 0.8412 | -0.0054 | 0.8412 | 0.9172 |
581
+ | 0.0676 | 29.4444 | 1060 | 0.8292 | -0.0082 | 0.8292 | 0.9106 |
582
+ | 0.0676 | 29.5 | 1062 | 0.8087 | 0.0814 | 0.8087 | 0.8993 |
583
+ | 0.0676 | 29.5556 | 1064 | 0.8099 | 0.0768 | 0.8099 | 0.8999 |
584
+ | 0.0676 | 29.6111 | 1066 | 0.8157 | 0.0814 | 0.8157 | 0.9031 |
585
+ | 0.0676 | 29.6667 | 1068 | 0.8256 | 0.1192 | 0.8256 | 0.9086 |
586
+ | 0.0676 | 29.7222 | 1070 | 0.8461 | -0.0113 | 0.8461 | 0.9198 |
587
+ | 0.0676 | 29.7778 | 1072 | 0.8712 | -0.1067 | 0.8712 | 0.9334 |
588
+ | 0.0676 | 29.8333 | 1074 | 0.8744 | -0.1067 | 0.8744 | 0.9351 |
589
+ | 0.0676 | 29.8889 | 1076 | 0.8419 | -0.0444 | 0.8419 | 0.9176 |
590
+ | 0.0676 | 29.9444 | 1078 | 0.8139 | 0.0375 | 0.8139 | 0.9022 |
591
+ | 0.0676 | 30.0 | 1080 | 0.7916 | 0.0355 | 0.7915 | 0.8897 |
592
+ | 0.0676 | 30.0556 | 1082 | 0.7722 | 0.1318 | 0.7722 | 0.8787 |
593
+ | 0.0676 | 30.1111 | 1084 | 0.7623 | 0.1318 | 0.7623 | 0.8731 |
594
+ | 0.0676 | 30.1667 | 1086 | 0.7552 | 0.1318 | 0.7552 | 0.8690 |
595
+ | 0.0676 | 30.2222 | 1088 | 0.7516 | 0.1318 | 0.7516 | 0.8669 |
596
+ | 0.0676 | 30.2778 | 1090 | 0.7537 | 0.1318 | 0.7537 | 0.8681 |
597
+ | 0.0676 | 30.3333 | 1092 | 0.7692 | 0.0814 | 0.7692 | 0.8770 |
598
+ | 0.0676 | 30.3889 | 1094 | 0.7919 | 0.0821 | 0.7919 | 0.8899 |
599
+ | 0.0676 | 30.4444 | 1096 | 0.8103 | 0.0776 | 0.8103 | 0.9002 |
600
+ | 0.0676 | 30.5 | 1098 | 0.8422 | -0.0113 | 0.8422 | 0.9177 |
601
+ | 0.0676 | 30.5556 | 1100 | 0.8693 | 0.0426 | 0.8693 | 0.9324 |
602
+ | 0.0676 | 30.6111 | 1102 | 0.8682 | -0.0054 | 0.8682 | 0.9318 |
603
+ | 0.0676 | 30.6667 | 1104 | 0.8637 | -0.0108 | 0.8637 | 0.9293 |
604
+ | 0.0676 | 30.7222 | 1106 | 0.8573 | 0.1049 | 0.8573 | 0.9259 |
605
+ | 0.0676 | 30.7778 | 1108 | 0.8775 | 0.1673 | 0.8775 | 0.9368 |
606
+ | 0.0676 | 30.8333 | 1110 | 0.8855 | 0.1560 | 0.8855 | 0.9410 |
607
+ | 0.0676 | 30.8889 | 1112 | 0.8589 | 0.1048 | 0.8589 | 0.9268 |
608
+ | 0.0676 | 30.9444 | 1114 | 0.8518 | -0.0082 | 0.8518 | 0.9229 |
609
+ | 0.0676 | 31.0 | 1116 | 0.8624 | 0.0469 | 0.8624 | 0.9287 |
610
+ | 0.0676 | 31.0556 | 1118 | 0.9055 | -0.0076 | 0.9055 | 0.9516 |
611
+ | 0.0676 | 31.1111 | 1120 | 0.9110 | -0.0055 | 0.9110 | 0.9545 |
612
+ | 0.0676 | 31.1667 | 1122 | 0.8563 | 0.0547 | 0.8563 | 0.9254 |
613
+ | 0.0676 | 31.2222 | 1124 | 0.7892 | -0.0113 | 0.7892 | 0.8883 |
614
+ | 0.0676 | 31.2778 | 1126 | 0.7557 | 0.0814 | 0.7557 | 0.8693 |
615
+ | 0.0676 | 31.3333 | 1128 | 0.7477 | 0.0814 | 0.7477 | 0.8647 |
616
+ | 0.0676 | 31.3889 | 1130 | 0.7481 | 0.0814 | 0.7481 | 0.8649 |
617
+ | 0.0676 | 31.4444 | 1132 | 0.7543 | 0.0814 | 0.7543 | 0.8685 |
618
+ | 0.0676 | 31.5 | 1134 | 0.7703 | 0.0814 | 0.7703 | 0.8777 |
619
+ | 0.0676 | 31.5556 | 1136 | 0.7936 | 0.0814 | 0.7936 | 0.8908 |
620
+ | 0.0676 | 31.6111 | 1138 | 0.8262 | 0.1196 | 0.8262 | 0.9089 |
621
+ | 0.0676 | 31.6667 | 1140 | 0.8538 | 0.1007 | 0.8538 | 0.9240 |
622
+ | 0.0676 | 31.7222 | 1142 | 0.8601 | 0.1094 | 0.8601 | 0.9274 |
623
+ | 0.0676 | 31.7778 | 1144 | 0.8536 | 0.1187 | 0.8536 | 0.9239 |
624
+ | 0.0676 | 31.8333 | 1146 | 0.8307 | 0.0828 | 0.8307 | 0.9114 |
625
+ | 0.0676 | 31.8889 | 1148 | 0.8061 | 0.0821 | 0.8061 | 0.8979 |
626
+ | 0.0676 | 31.9444 | 1150 | 0.7870 | 0.0814 | 0.7870 | 0.8871 |
627
+ | 0.0676 | 32.0 | 1152 | 0.7825 | 0.0814 | 0.7825 | 0.8846 |
628
+ | 0.0676 | 32.0556 | 1154 | 0.8016 | -0.0113 | 0.8016 | 0.8953 |
629
+ | 0.0676 | 32.1111 | 1156 | 0.8291 | 0.0 | 0.8291 | 0.9106 |
630
+ | 0.0676 | 32.1667 | 1158 | 0.8215 | -0.0054 | 0.8215 | 0.9064 |
631
+ | 0.0676 | 32.2222 | 1160 | 0.8175 | -0.0113 | 0.8175 | 0.9042 |
632
+ | 0.0676 | 32.2778 | 1162 | 0.8170 | 0.1199 | 0.8170 | 0.9039 |
633
+ | 0.0676 | 32.3333 | 1164 | 0.8345 | 0.1096 | 0.8345 | 0.9135 |
634
+ | 0.0676 | 32.3889 | 1166 | 0.8472 | 0.0961 | 0.8472 | 0.9204 |
635
+ | 0.0676 | 32.4444 | 1168 | 0.8544 | 0.0586 | 0.8544 | 0.9243 |
636
+ | 0.0676 | 32.5 | 1170 | 0.8597 | 0.0961 | 0.8597 | 0.9272 |
637
+ | 0.0676 | 32.5556 | 1172 | 0.8577 | 0.0586 | 0.8577 | 0.9261 |
638
+ | 0.0676 | 32.6111 | 1174 | 0.8397 | 0.0741 | 0.8397 | 0.9163 |
639
+ | 0.0676 | 32.6667 | 1176 | 0.8212 | 0.0821 | 0.8212 | 0.9062 |
640
+ | 0.0676 | 32.7222 | 1178 | 0.7971 | 0.0375 | 0.7971 | 0.8928 |
641
+ | 0.0676 | 32.7778 | 1180 | 0.7603 | 0.0355 | 0.7603 | 0.8720 |
642
+ | 0.0676 | 32.8333 | 1182 | 0.7422 | 0.1318 | 0.7422 | 0.8615 |
643
+ | 0.0676 | 32.8889 | 1184 | 0.7452 | 0.1318 | 0.7452 | 0.8633 |
644
+ | 0.0676 | 32.9444 | 1186 | 0.7609 | 0.1758 | 0.7609 | 0.8723 |
645
+ | 0.0676 | 33.0 | 1188 | 0.7692 | 0.1758 | 0.7692 | 0.8770 |
646
+ | 0.0676 | 33.0556 | 1190 | 0.7696 | 0.1254 | 0.7696 | 0.8772 |
647
+ | 0.0676 | 33.1111 | 1192 | 0.7764 | 0.0821 | 0.7764 | 0.8811 |
648
+ | 0.0676 | 33.1667 | 1194 | 0.8009 | 0.0828 | 0.8009 | 0.8949 |
649
+ | 0.0676 | 33.2222 | 1196 | 0.8215 | -0.0054 | 0.8215 | 0.9064 |
650
+ | 0.0676 | 33.2778 | 1198 | 0.8182 | -0.0082 | 0.8182 | 0.9045 |
651
+ | 0.0676 | 33.3333 | 1200 | 0.8124 | 0.0269 | 0.8124 | 0.9013 |
652
+ | 0.0676 | 33.3889 | 1202 | 0.8069 | 0.0680 | 0.8069 | 0.8983 |
653
+ | 0.0676 | 33.4444 | 1204 | 0.8000 | 0.0680 | 0.8000 | 0.8944 |
654
+ | 0.0676 | 33.5 | 1206 | 0.7910 | 0.0269 | 0.7910 | 0.8894 |
655
+ | 0.0676 | 33.5556 | 1208 | 0.7887 | 0.0828 | 0.7887 | 0.8881 |
656
+ | 0.0676 | 33.6111 | 1210 | 0.8128 | 0.0426 | 0.8128 | 0.9015 |
657
+ | 0.0676 | 33.6667 | 1212 | 0.8403 | 0.0093 | 0.8403 | 0.9167 |
658
+ | 0.0676 | 33.7222 | 1214 | 0.8484 | 0.0093 | 0.8484 | 0.9211 |
659
+ | 0.0676 | 33.7778 | 1216 | 0.8345 | 0.0426 | 0.8345 | 0.9135 |
660
+ | 0.0676 | 33.8333 | 1218 | 0.8213 | -0.0113 | 0.8213 | 0.9062 |
661
+ | 0.0676 | 33.8889 | 1220 | 0.8229 | 0.0303 | 0.8229 | 0.9071 |
662
+ | 0.0676 | 33.9444 | 1222 | 0.8204 | 0.0821 | 0.8204 | 0.9058 |
663
+ | 0.0676 | 34.0 | 1224 | 0.8063 | 0.0821 | 0.8063 | 0.8979 |
664
+ | 0.0676 | 34.0556 | 1226 | 0.7962 | 0.0821 | 0.7962 | 0.8923 |
665
+ | 0.0676 | 34.1111 | 1228 | 0.8025 | 0.1202 | 0.8025 | 0.8959 |
666
+ | 0.0676 | 34.1667 | 1230 | 0.8130 | 0.2248 | 0.8130 | 0.9017 |
667
+ | 0.0676 | 34.2222 | 1232 | 0.8009 | 0.0282 | 0.8009 | 0.8949 |
668
+ | 0.0676 | 34.2778 | 1234 | 0.7860 | 0.0814 | 0.7860 | 0.8866 |
669
+ | 0.0676 | 34.3333 | 1236 | 0.7839 | 0.0828 | 0.7839 | 0.8854 |
670
+ | 0.0676 | 34.3889 | 1238 | 0.7967 | 0.0828 | 0.7967 | 0.8926 |
671
+ | 0.0676 | 34.4444 | 1240 | 0.7822 | 0.0828 | 0.7822 | 0.8844 |
672
+ | 0.0676 | 34.5 | 1242 | 0.7569 | 0.0821 | 0.7569 | 0.8700 |
673
+ | 0.0676 | 34.5556 | 1244 | 0.7455 | 0.0814 | 0.7455 | 0.8634 |
674
+ | 0.0676 | 34.6111 | 1246 | 0.7483 | 0.1318 | 0.7483 | 0.8651 |
675
+ | 0.0676 | 34.6667 | 1248 | 0.7542 | 0.1148 | 0.7542 | 0.8685 |
676
+ | 0.0676 | 34.7222 | 1250 | 0.7518 | 0.1148 | 0.7518 | 0.8670 |
677
+ | 0.0676 | 34.7778 | 1252 | 0.7431 | 0.0814 | 0.7431 | 0.8620 |
678
+ | 0.0676 | 34.8333 | 1254 | 0.7569 | 0.0821 | 0.7569 | 0.8700 |
679
+ | 0.0676 | 34.8889 | 1256 | 0.8054 | 0.0393 | 0.8054 | 0.8974 |
680
+ | 0.0676 | 34.9444 | 1258 | 0.8293 | 0.0455 | 0.8293 | 0.9107 |
681
+ | 0.0676 | 35.0 | 1260 | 0.8113 | 0.1292 | 0.8113 | 0.9007 |
682
+ | 0.0676 | 35.0556 | 1262 | 0.7742 | 0.0821 | 0.7742 | 0.8799 |
683
+ | 0.0676 | 35.1111 | 1264 | 0.7557 | 0.0814 | 0.7557 | 0.8693 |
684
+ | 0.0676 | 35.1667 | 1266 | 0.7437 | 0.0814 | 0.7437 | 0.8624 |
685
+ | 0.0676 | 35.2222 | 1268 | 0.7442 | 0.0814 | 0.7442 | 0.8627 |
686
+ | 0.0676 | 35.2778 | 1270 | 0.7442 | 0.0814 | 0.7442 | 0.8627 |
687
+ | 0.0676 | 35.3333 | 1272 | 0.7524 | 0.0814 | 0.7524 | 0.8674 |
688
+ | 0.0676 | 35.3889 | 1274 | 0.7679 | 0.0814 | 0.7679 | 0.8763 |
689
+ | 0.0676 | 35.4444 | 1276 | 0.7777 | 0.0814 | 0.7777 | 0.8819 |
690
+ | 0.0676 | 35.5 | 1278 | 0.7869 | 0.0814 | 0.7869 | 0.8871 |
691
+ | 0.0676 | 35.5556 | 1280 | 0.7874 | 0.0768 | 0.7874 | 0.8874 |
692
+ | 0.0676 | 35.6111 | 1282 | 0.7813 | 0.0768 | 0.7813 | 0.8839 |
693
+ | 0.0676 | 35.6667 | 1284 | 0.7692 | 0.0768 | 0.7692 | 0.8770 |
694
+ | 0.0676 | 35.7222 | 1286 | 0.7589 | 0.0714 | 0.7589 | 0.8711 |
695
+ | 0.0676 | 35.7778 | 1288 | 0.7531 | 0.0714 | 0.7531 | 0.8678 |
696
+ | 0.0676 | 35.8333 | 1290 | 0.7550 | 0.0714 | 0.7550 | 0.8689 |
697
+ | 0.0676 | 35.8889 | 1292 | 0.7547 | 0.1318 | 0.7547 | 0.8687 |
698
+ | 0.0676 | 35.9444 | 1294 | 0.7612 | 0.0814 | 0.7612 | 0.8725 |
699
+ | 0.0676 | 36.0 | 1296 | 0.7679 | 0.0814 | 0.7679 | 0.8763 |
700
+ | 0.0676 | 36.0556 | 1298 | 0.7741 | 0.0814 | 0.7741 | 0.8798 |
701
+ | 0.0676 | 36.1111 | 1300 | 0.7817 | 0.0814 | 0.7817 | 0.8841 |
702
+ | 0.0676 | 36.1667 | 1302 | 0.7788 | 0.0814 | 0.7788 | 0.8825 |
703
+ | 0.0676 | 36.2222 | 1304 | 0.7752 | 0.0814 | 0.7752 | 0.8804 |
704
+ | 0.0676 | 36.2778 | 1306 | 0.7630 | 0.1199 | 0.7630 | 0.8735 |
705
+ | 0.0676 | 36.3333 | 1308 | 0.7517 | 0.1199 | 0.7517 | 0.8670 |
706
+ | 0.0676 | 36.3889 | 1310 | 0.7409 | 0.0814 | 0.7409 | 0.8607 |
707
+ | 0.0676 | 36.4444 | 1312 | 0.7508 | 0.0814 | 0.7508 | 0.8665 |
708
+ | 0.0676 | 36.5 | 1314 | 0.7750 | 0.0874 | 0.7750 | 0.8803 |
709
+ | 0.0676 | 36.5556 | 1316 | 0.7949 | 0.0828 | 0.7949 | 0.8916 |
710
+ | 0.0676 | 36.6111 | 1318 | 0.8056 | 0.0828 | 0.8056 | 0.8976 |
711
+ | 0.0676 | 36.6667 | 1320 | 0.8200 | 0.1518 | 0.8200 | 0.9055 |
712
+ | 0.0676 | 36.7222 | 1322 | 0.8334 | 0.1529 | 0.8334 | 0.9129 |
713
+ | 0.0676 | 36.7778 | 1324 | 0.8506 | 0.1560 | 0.8506 | 0.9223 |
714
+ | 0.0676 | 36.8333 | 1326 | 0.8567 | 0.1560 | 0.8567 | 0.9256 |
715
+ | 0.0676 | 36.8889 | 1328 | 0.8172 | 0.1800 | 0.8172 | 0.9040 |
716
+ | 0.0676 | 36.9444 | 1330 | 0.7781 | 0.1199 | 0.7781 | 0.8821 |
717
+ | 0.0676 | 37.0 | 1332 | 0.7573 | 0.0768 | 0.7573 | 0.8702 |
718
+ | 0.0676 | 37.0556 | 1334 | 0.7546 | 0.0814 | 0.7546 | 0.8687 |
719
+ | 0.0676 | 37.1111 | 1336 | 0.7956 | 0.0393 | 0.7956 | 0.8920 |
720
+ | 0.0676 | 37.1667 | 1338 | 0.8067 | 0.0393 | 0.8067 | 0.8982 |
721
+ | 0.0676 | 37.2222 | 1340 | 0.8000 | 0.1292 | 0.8000 | 0.8944 |
722
+ | 0.0676 | 37.2778 | 1342 | 0.8078 | 0.0393 | 0.8078 | 0.8988 |
723
+ | 0.0676 | 37.3333 | 1344 | 0.8037 | 0.1292 | 0.8037 | 0.8965 |
724
+ | 0.0676 | 37.3889 | 1346 | 0.7823 | 0.1249 | 0.7823 | 0.8845 |
725
+ | 0.0676 | 37.4444 | 1348 | 0.7825 | 0.1001 | 0.7825 | 0.8846 |
726
+ | 0.0676 | 37.5 | 1350 | 0.7868 | 0.1001 | 0.7868 | 0.8870 |
727
+ | 0.0676 | 37.5556 | 1352 | 0.7736 | 0.1495 | 0.7736 | 0.8795 |
728
+ | 0.0676 | 37.6111 | 1354 | 0.7695 | 0.1553 | 0.7695 | 0.8772 |
729
+ | 0.0676 | 37.6667 | 1356 | 0.7640 | 0.1553 | 0.7640 | 0.8741 |
730
+ | 0.0676 | 37.7222 | 1358 | 0.7585 | 0.1675 | 0.7585 | 0.8709 |
731
+ | 0.0676 | 37.7778 | 1360 | 0.7732 | 0.0821 | 0.7732 | 0.8793 |
732
+ | 0.0676 | 37.8333 | 1362 | 0.7795 | 0.0828 | 0.7795 | 0.8829 |
733
+ | 0.0676 | 37.8889 | 1364 | 0.7811 | 0.0828 | 0.7811 | 0.8838 |
734
+ | 0.0676 | 37.9444 | 1366 | 0.7735 | 0.0821 | 0.7735 | 0.8795 |
735
+ | 0.0676 | 38.0 | 1368 | 0.7701 | 0.1675 | 0.7701 | 0.8776 |
736
+ | 0.0676 | 38.0556 | 1370 | 0.7756 | 0.1495 | 0.7756 | 0.8807 |
737
+ | 0.0676 | 38.1111 | 1372 | 0.7665 | 0.1675 | 0.7665 | 0.8755 |
738
+ | 0.0676 | 38.1667 | 1374 | 0.7534 | 0.0814 | 0.7534 | 0.8680 |
739
+ | 0.0676 | 38.2222 | 1376 | 0.7489 | 0.0814 | 0.7489 | 0.8654 |
740
+ | 0.0676 | 38.2778 | 1378 | 0.7523 | 0.0814 | 0.7523 | 0.8674 |
741
+ | 0.0676 | 38.3333 | 1380 | 0.7544 | 0.0814 | 0.7544 | 0.8685 |
742
+ | 0.0676 | 38.3889 | 1382 | 0.7596 | 0.0814 | 0.7596 | 0.8716 |
743
+ | 0.0676 | 38.4444 | 1384 | 0.7572 | 0.1254 | 0.7572 | 0.8702 |
744
+ | 0.0676 | 38.5 | 1386 | 0.7657 | 0.2034 | 0.7657 | 0.8750 |
745
+ | 0.0676 | 38.5556 | 1388 | 0.7697 | 0.2034 | 0.7697 | 0.8773 |
746
+ | 0.0676 | 38.6111 | 1390 | 0.7532 | 0.2180 | 0.7532 | 0.8679 |
747
+ | 0.0676 | 38.6667 | 1392 | 0.7472 | 0.1758 | 0.7472 | 0.8644 |
748
+ | 0.0676 | 38.7222 | 1394 | 0.7498 | 0.1254 | 0.7498 | 0.8659 |
749
+ | 0.0676 | 38.7778 | 1396 | 0.7648 | 0.0814 | 0.7648 | 0.8745 |
750
+ | 0.0676 | 38.8333 | 1398 | 0.7739 | 0.0821 | 0.7739 | 0.8797 |
751
+ | 0.0676 | 38.8889 | 1400 | 0.7772 | 0.0821 | 0.7772 | 0.8816 |
752
+ | 0.0676 | 38.9444 | 1402 | 0.7853 | 0.0821 | 0.7853 | 0.8862 |
753
+ | 0.0676 | 39.0 | 1404 | 0.7848 | 0.0821 | 0.7848 | 0.8859 |
754
+ | 0.0676 | 39.0556 | 1406 | 0.7865 | 0.0828 | 0.7865 | 0.8868 |
755
+ | 0.0676 | 39.1111 | 1408 | 0.7832 | 0.0828 | 0.7832 | 0.8850 |
756
+ | 0.0676 | 39.1667 | 1410 | 0.7769 | 0.0821 | 0.7769 | 0.8814 |
757
+ | 0.0676 | 39.2222 | 1412 | 0.7825 | 0.1196 | 0.7825 | 0.8846 |
758
+ | 0.0676 | 39.2778 | 1414 | 0.7882 | 0.1199 | 0.7882 | 0.8878 |
759
+ | 0.0676 | 39.3333 | 1416 | 0.7864 | 0.1196 | 0.7864 | 0.8868 |
760
+ | 0.0676 | 39.3889 | 1418 | 0.7860 | 0.1196 | 0.7860 | 0.8866 |
761
+ | 0.0676 | 39.4444 | 1420 | 0.7964 | -0.0082 | 0.7964 | 0.8924 |
762
+ | 0.0676 | 39.5 | 1422 | 0.8312 | 0.0455 | 0.8312 | 0.9117 |
763
+ | 0.0676 | 39.5556 | 1424 | 0.8242 | -0.0320 | 0.8242 | 0.9079 |
764
+ | 0.0676 | 39.6111 | 1426 | 0.7931 | -0.0967 | 0.7931 | 0.8906 |
765
+ | 0.0676 | 39.6667 | 1428 | 0.7518 | 0.0355 | 0.7518 | 0.8671 |
766
+ | 0.0676 | 39.7222 | 1430 | 0.7281 | 0.0814 | 0.7281 | 0.8533 |
767
+ | 0.0676 | 39.7778 | 1432 | 0.7231 | 0.0814 | 0.7231 | 0.8503 |
768
+ | 0.0676 | 39.8333 | 1434 | 0.7211 | 0.1318 | 0.7211 | 0.8492 |
769
+ | 0.0676 | 39.8889 | 1436 | 0.7258 | 0.0814 | 0.7258 | 0.8519 |
770
+ | 0.0676 | 39.9444 | 1438 | 0.7401 | 0.0814 | 0.7401 | 0.8603 |
771
+ | 0.0676 | 40.0 | 1440 | 0.7467 | 0.0814 | 0.7467 | 0.8641 |
772
+ | 0.0676 | 40.0556 | 1442 | 0.7540 | 0.0768 | 0.7540 | 0.8683 |
773
+ | 0.0676 | 40.1111 | 1444 | 0.7655 | 0.1199 | 0.7655 | 0.8749 |
774
+ | 0.0676 | 40.1667 | 1446 | 0.7821 | 0.0821 | 0.7821 | 0.8843 |
775
+ | 0.0676 | 40.2222 | 1448 | 0.7890 | 0.0821 | 0.7890 | 0.8883 |
776
+ | 0.0676 | 40.2778 | 1450 | 0.7928 | 0.0821 | 0.7928 | 0.8904 |
777
+ | 0.0676 | 40.3333 | 1452 | 0.7868 | 0.0814 | 0.7868 | 0.8870 |
778
+ | 0.0676 | 40.3889 | 1454 | 0.7817 | 0.0768 | 0.7817 | 0.8841 |
779
+ | 0.0676 | 40.4444 | 1456 | 0.7776 | 0.1541 | 0.7776 | 0.8818 |
780
+ | 0.0676 | 40.5 | 1458 | 0.7886 | 0.1495 | 0.7886 | 0.8880 |
781
+ | 0.0676 | 40.5556 | 1460 | 0.7878 | 0.1495 | 0.7878 | 0.8876 |
782
+ | 0.0676 | 40.6111 | 1462 | 0.7806 | 0.1495 | 0.7806 | 0.8835 |
783
+ | 0.0676 | 40.6667 | 1464 | 0.7705 | 0.1495 | 0.7705 | 0.8778 |
784
+ | 0.0676 | 40.7222 | 1466 | 0.7674 | 0.1495 | 0.7674 | 0.8760 |
785
+ | 0.0676 | 40.7778 | 1468 | 0.7645 | 0.1495 | 0.7645 | 0.8744 |
786
+ | 0.0676 | 40.8333 | 1470 | 0.7648 | 0.1048 | 0.7648 | 0.8745 |
787
+ | 0.0676 | 40.8889 | 1472 | 0.7738 | 0.0768 | 0.7738 | 0.8796 |
788
+ | 0.0676 | 40.9444 | 1474 | 0.7851 | 0.0776 | 0.7851 | 0.8861 |
789
+ | 0.0676 | 41.0 | 1476 | 0.7939 | 0.1143 | 0.7939 | 0.8910 |
790
+ | 0.0676 | 41.0556 | 1478 | 0.7889 | 0.1143 | 0.7889 | 0.8882 |
791
+ | 0.0676 | 41.1111 | 1480 | 0.7785 | 0.0776 | 0.7785 | 0.8823 |
792
+ | 0.0676 | 41.1667 | 1482 | 0.7707 | 0.0776 | 0.7707 | 0.8779 |
793
+ | 0.0676 | 41.2222 | 1484 | 0.7586 | 0.0680 | 0.7586 | 0.8710 |
794
+ | 0.0676 | 41.2778 | 1486 | 0.7610 | 0.1495 | 0.7610 | 0.8724 |
795
+ | 0.0676 | 41.3333 | 1488 | 0.7917 | 0.2092 | 0.7917 | 0.8898 |
796
+ | 0.0676 | 41.3889 | 1490 | 0.8252 | 0.1954 | 0.8252 | 0.9084 |
797
+ | 0.0676 | 41.4444 | 1492 | 0.8023 | 0.2092 | 0.8023 | 0.8957 |
798
+ | 0.0676 | 41.5 | 1494 | 0.7738 | 0.1495 | 0.7738 | 0.8797 |
799
+ | 0.0676 | 41.5556 | 1496 | 0.7627 | 0.1199 | 0.7627 | 0.8733 |
800
+ | 0.0676 | 41.6111 | 1498 | 0.7873 | 0.0821 | 0.7873 | 0.8873 |
801
+ | 0.0456 | 41.6667 | 1500 | 0.8049 | 0.1282 | 0.8049 | 0.8972 |
802
+ | 0.0456 | 41.7222 | 1502 | 0.7920 | 0.1292 | 0.7920 | 0.8899 |
803
+ | 0.0456 | 41.7778 | 1504 | 0.7696 | 0.0821 | 0.7696 | 0.8773 |
804
+ | 0.0456 | 41.8333 | 1506 | 0.7462 | 0.1259 | 0.7462 | 0.8639 |
805
+ | 0.0456 | 41.8889 | 1508 | 0.7495 | 0.1259 | 0.7495 | 0.8657 |
806
+ | 0.0456 | 41.9444 | 1510 | 0.7667 | 0.1495 | 0.7667 | 0.8756 |
807
+ | 0.0456 | 42.0 | 1512 | 0.7811 | 0.1379 | 0.7811 | 0.8838 |
808
+ | 0.0456 | 42.0556 | 1514 | 0.7822 | 0.1379 | 0.7822 | 0.8844 |
809
+ | 0.0456 | 42.1111 | 1516 | 0.7802 | 0.1859 | 0.7802 | 0.8833 |
810
+ | 0.0456 | 42.1667 | 1518 | 0.7894 | 0.1144 | 0.7894 | 0.8885 |
811
+ | 0.0456 | 42.2222 | 1520 | 0.7923 | 0.1144 | 0.7923 | 0.8901 |
812
+ | 0.0456 | 42.2778 | 1522 | 0.7861 | 0.1144 | 0.7861 | 0.8866 |
813
+ | 0.0456 | 42.3333 | 1524 | 0.7754 | 0.1144 | 0.7754 | 0.8806 |
814
+ | 0.0456 | 42.3889 | 1526 | 0.7662 | 0.1612 | 0.7662 | 0.8753 |
815
+ | 0.0456 | 42.4444 | 1528 | 0.7471 | 0.1612 | 0.7471 | 0.8644 |
816
+ | 0.0456 | 42.5 | 1530 | 0.7312 | 0.1259 | 0.7312 | 0.8551 |
817
+ | 0.0456 | 42.5556 | 1532 | 0.7177 | 0.1259 | 0.7177 | 0.8472 |
818
+ | 0.0456 | 42.6111 | 1534 | 0.7040 | 0.1318 | 0.7040 | 0.8390 |
819
+ | 0.0456 | 42.6667 | 1536 | 0.7132 | 0.0914 | 0.7132 | 0.8445 |
820
+ | 0.0456 | 42.7222 | 1538 | 0.7494 | 0.0454 | 0.7494 | 0.8657 |
821
+ | 0.0456 | 42.7778 | 1540 | 0.7784 | -0.0921 | 0.7784 | 0.8823 |
822
+ | 0.0456 | 42.8333 | 1542 | 0.7957 | -0.0870 | 0.7957 | 0.8920 |
823
+ | 0.0456 | 42.8889 | 1544 | 0.7836 | -0.0488 | 0.7836 | 0.8852 |
824
 
825
 
826
  ### Framework versions