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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task7_organization

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  2. model.safetensors +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_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: 0.8706
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- - Qwk: 0.1430
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- - Mse: 0.8706
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- - Rmse: 0.9330
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  ## Model description
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@@ -49,440 +49,284 @@ 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 | 0.0230 | 2 | 2.7297 | -0.0651 | 2.7297 | 1.6522 |
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- | No log | 0.0460 | 4 | 1.3049 | 0.1542 | 1.3049 | 1.1423 |
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- | No log | 0.0690 | 6 | 1.1124 | -0.0970 | 1.1124 | 1.0547 |
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- | No log | 0.0920 | 8 | 1.1344 | -0.0477 | 1.1344 | 1.0651 |
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- | No log | 0.1149 | 10 | 1.2968 | -0.1171 | 1.2968 | 1.1388 |
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- | No log | 0.1379 | 12 | 1.3634 | -0.1356 | 1.3634 | 1.1676 |
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- | No log | 0.1609 | 14 | 1.2558 | -0.1355 | 1.2558 | 1.1206 |
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- | No log | 0.1839 | 16 | 0.9391 | -0.0860 | 0.9391 | 0.9691 |
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- | No log | 0.2069 | 18 | 0.8024 | 0.0840 | 0.8024 | 0.8958 |
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- | No log | 0.2299 | 20 | 0.8458 | -0.0079 | 0.8458 | 0.9197 |
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- | No log | 0.2529 | 22 | 0.9164 | -0.0495 | 0.9164 | 0.9573 |
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- | No log | 0.2759 | 24 | 1.0528 | -0.0700 | 1.0528 | 1.0260 |
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- | No log | 0.2989 | 26 | 1.0988 | -0.1015 | 1.0988 | 1.0482 |
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- | No log | 0.3218 | 28 | 0.9521 | -0.0051 | 0.9521 | 0.9757 |
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- | No log | 0.3448 | 30 | 0.9253 | 0.1313 | 0.9253 | 0.9619 |
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- | No log | 0.3678 | 32 | 0.8970 | 0.1550 | 0.8970 | 0.9471 |
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- | No log | 0.3908 | 34 | 0.8355 | 0.2270 | 0.8355 | 0.9141 |
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- | No log | 0.4138 | 36 | 0.8191 | 0.0798 | 0.8191 | 0.9050 |
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- | No log | 0.4368 | 38 | 0.8091 | 0.0840 | 0.8091 | 0.8995 |
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- | No log | 0.4598 | 40 | 0.7612 | 0.0428 | 0.7612 | 0.8725 |
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- | No log | 0.4828 | 42 | 0.7497 | 0.1007 | 0.7497 | 0.8658 |
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- | No log | 0.5057 | 44 | 0.7602 | 0.0757 | 0.7602 | 0.8719 |
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- | No log | 0.5287 | 46 | 0.7803 | -0.0500 | 0.7803 | 0.8833 |
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- | No log | 0.5517 | 48 | 0.8431 | 0.0893 | 0.8431 | 0.9182 |
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- | No log | 0.5747 | 50 | 0.9808 | 0.0165 | 0.9808 | 0.9904 |
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- | No log | 0.5977 | 52 | 1.0132 | -0.0550 | 1.0132 | 1.0066 |
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- | No log | 0.6207 | 54 | 0.9262 | 0.0866 | 0.9262 | 0.9624 |
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- | No log | 0.6437 | 56 | 0.8525 | 0.1353 | 0.8525 | 0.9233 |
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- | No log | 0.6667 | 58 | 0.8921 | 0.1815 | 0.8921 | 0.9445 |
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- | No log | 0.6897 | 60 | 0.8806 | 0.2632 | 0.8806 | 0.9384 |
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- | No log | 0.7126 | 62 | 0.8707 | 0.2692 | 0.8707 | 0.9331 |
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- | No log | 0.7356 | 64 | 0.8375 | 0.1815 | 0.8375 | 0.9151 |
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- | No log | 0.7586 | 66 | 0.8429 | 0.1268 | 0.8429 | 0.9181 |
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- | No log | 0.7816 | 68 | 0.8563 | 0.0927 | 0.8563 | 0.9254 |
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- | No log | 0.8046 | 70 | 0.8827 | 0.1972 | 0.8827 | 0.9395 |
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- | No log | 0.8276 | 72 | 0.9436 | 0.2227 | 0.9436 | 0.9714 |
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- | No log | 0.8506 | 74 | 0.9573 | 0.1587 | 0.9573 | 0.9784 |
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- | No log | 0.8736 | 76 | 0.9558 | 0.0604 | 0.9558 | 0.9777 |
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- | No log | 0.8966 | 78 | 0.9214 | 0.0604 | 0.9214 | 0.9599 |
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- | No log | 0.9195 | 80 | 0.9011 | 0.1624 | 0.9011 | 0.9493 |
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- | No log | 0.9425 | 82 | 0.9176 | 0.1624 | 0.9176 | 0.9579 |
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- | No log | 0.9655 | 84 | 0.9013 | 0.1624 | 0.9013 | 0.9493 |
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- | No log | 0.9885 | 86 | 0.8860 | 0.1673 | 0.8860 | 0.9413 |
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- | No log | 1.0115 | 88 | 0.9006 | 0.1548 | 0.9006 | 0.9490 |
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- | No log | 1.0345 | 90 | 0.9062 | 0.1259 | 0.9062 | 0.9520 |
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- | No log | 1.0575 | 92 | 0.8926 | 0.1259 | 0.8926 | 0.9448 |
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- | No log | 1.0805 | 94 | 0.8563 | 0.0330 | 0.8563 | 0.9254 |
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- | No log | 1.1034 | 96 | 0.8593 | 0.0679 | 0.8593 | 0.9270 |
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- | No log | 1.1264 | 98 | 0.8828 | 0.1648 | 0.8828 | 0.9396 |
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- | No log | 1.1494 | 100 | 0.9168 | 0.1648 | 0.9168 | 0.9575 |
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- | No log | 1.1724 | 102 | 0.9212 | 0.1972 | 0.9212 | 0.9598 |
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- | No log | 1.1954 | 104 | 0.9248 | -0.0520 | 0.9248 | 0.9617 |
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- | No log | 1.2184 | 106 | 0.9473 | 0.0679 | 0.9473 | 0.9733 |
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- | No log | 1.2414 | 108 | 0.9509 | 0.0289 | 0.9509 | 0.9751 |
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- | No log | 1.2644 | 110 | 1.0467 | 0.0709 | 1.0467 | 1.0231 |
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- | No log | 1.2874 | 112 | 1.0640 | 0.1356 | 1.0640 | 1.0315 |
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- | No log | 1.3103 | 114 | 1.0321 | 0.1820 | 1.0321 | 1.0159 |
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- | No log | 1.3333 | 116 | 1.0820 | 0.2370 | 1.0820 | 1.0402 |
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- | No log | 1.3563 | 118 | 1.0689 | 0.2370 | 1.0689 | 1.0339 |
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- | No log | 1.3793 | 120 | 1.0499 | 0.2040 | 1.0499 | 1.0246 |
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- | No log | 1.4023 | 122 | 1.0765 | 0.1464 | 1.0765 | 1.0375 |
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- | No log | 1.4253 | 124 | 1.2607 | 0.0423 | 1.2607 | 1.1228 |
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- | No log | 1.4483 | 126 | 1.5658 | 0.0133 | 1.5658 | 1.2513 |
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- | No log | 1.4713 | 128 | 1.4310 | 0.0133 | 1.4310 | 1.1963 |
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- | No log | 1.4943 | 130 | 1.0817 | 0.0275 | 1.0817 | 1.0401 |
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- | No log | 1.5172 | 132 | 0.9645 | 0.1935 | 0.9645 | 0.9821 |
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- | No log | 1.5402 | 134 | 0.9473 | 0.1850 | 0.9473 | 0.9733 |
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- | No log | 1.5632 | 136 | 0.8843 | 0.1972 | 0.8843 | 0.9404 |
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- | No log | 1.5862 | 138 | 0.8343 | 0.1972 | 0.8343 | 0.9134 |
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- | No log | 1.6092 | 140 | 0.8294 | 0.0927 | 0.8294 | 0.9107 |
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- | No log | 1.6322 | 142 | 0.8407 | 0.1648 | 0.8407 | 0.9169 |
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- | No log | 1.6552 | 144 | 0.8830 | 0.1972 | 0.8830 | 0.9397 |
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- | No log | 1.6782 | 146 | 0.9723 | 0.2414 | 0.9723 | 0.9861 |
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- | No log | 1.7011 | 148 | 1.0624 | 0.2232 | 1.0624 | 1.0307 |
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- | No log | 1.7241 | 150 | 1.0602 | 0.2577 | 1.0602 | 1.0296 |
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- | No log | 1.7471 | 152 | 1.0942 | 0.1945 | 1.0942 | 1.0460 |
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- | No log | 1.7701 | 154 | 1.1318 | 0.1893 | 1.1318 | 1.0639 |
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- | No log | 1.7931 | 156 | 1.2068 | 0.0360 | 1.2068 | 1.0985 |
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- | No log | 1.8161 | 158 | 1.1945 | 0.0349 | 1.1945 | 1.0929 |
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- | No log | 1.8391 | 160 | 1.1526 | 0.1157 | 1.1526 | 1.0736 |
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- | No log | 1.8621 | 162 | 1.1621 | 0.0701 | 1.1621 | 1.0780 |
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- | No log | 1.8851 | 164 | 1.3067 | 0.1085 | 1.3067 | 1.1431 |
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- | No log | 1.9080 | 166 | 1.2856 | 0.1329 | 1.2856 | 1.1339 |
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- | No log | 1.9310 | 168 | 1.1010 | 0.1281 | 1.1010 | 1.0493 |
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- | No log | 1.9540 | 170 | 0.9917 | 0.3121 | 0.9917 | 0.9958 |
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- | No log | 1.9770 | 172 | 1.1212 | 0.2508 | 1.1212 | 1.0589 |
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- | No log | 2.0 | 174 | 1.2006 | 0.2941 | 1.2006 | 1.0957 |
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- | No log | 2.0230 | 176 | 1.0710 | 0.3115 | 1.0710 | 1.0349 |
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- | No log | 2.0460 | 178 | 0.8879 | 0.3530 | 0.8879 | 0.9423 |
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- | No log | 2.0690 | 180 | 0.9740 | 0.1591 | 0.9740 | 0.9869 |
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- | No log | 2.0920 | 182 | 1.0365 | 0.1375 | 1.0365 | 1.0181 |
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- | No log | 2.1149 | 184 | 0.9261 | 0.1545 | 0.9261 | 0.9623 |
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- | No log | 2.1379 | 186 | 0.8382 | 0.3417 | 0.8382 | 0.9155 |
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- | No log | 2.1609 | 188 | 0.8868 | 0.2471 | 0.8868 | 0.9417 |
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- | No log | 2.1839 | 190 | 0.9052 | 0.3471 | 0.9052 | 0.9514 |
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- | No log | 2.2069 | 192 | 0.8625 | 0.2471 | 0.8625 | 0.9287 |
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- | No log | 2.2299 | 194 | 0.8377 | 0.2532 | 0.8377 | 0.9152 |
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- | No log | 2.2529 | 196 | 0.8474 | 0.2593 | 0.8474 | 0.9206 |
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- | No log | 2.2759 | 198 | 0.8662 | 0.2154 | 0.8662 | 0.9307 |
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- | No log | 2.2989 | 200 | 0.8552 | 0.2256 | 0.8552 | 0.9248 |
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- | No log | 2.3218 | 202 | 0.8812 | 0.3088 | 0.8812 | 0.9387 |
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- | No log | 2.3448 | 204 | 0.9700 | 0.2576 | 0.9700 | 0.9849 |
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- | No log | 2.3678 | 206 | 1.0459 | 0.1912 | 1.0459 | 1.0227 |
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- | No log | 2.3908 | 208 | 1.0005 | 0.2364 | 1.0005 | 1.0003 |
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- | No log | 2.4138 | 210 | 0.8937 | 0.3382 | 0.8937 | 0.9454 |
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- | No log | 2.4368 | 212 | 0.8576 | 0.2806 | 0.8576 | 0.9261 |
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- | No log | 2.4598 | 214 | 0.9053 | 0.1299 | 0.9053 | 0.9515 |
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- | No log | 2.4828 | 216 | 0.9168 | 0.0415 | 0.9168 | 0.9575 |
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- | No log | 2.5057 | 218 | 0.8803 | 0.1236 | 0.8803 | 0.9383 |
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- | No log | 2.5287 | 220 | 0.9032 | 0.1901 | 0.9032 | 0.9504 |
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- | No log | 2.5517 | 222 | 0.9636 | 0.2440 | 0.9636 | 0.9816 |
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- | No log | 2.5747 | 224 | 0.9663 | 0.2045 | 0.9663 | 0.9830 |
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- | No log | 2.5977 | 226 | 0.9670 | 0.2817 | 0.9670 | 0.9833 |
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- | No log | 2.6207 | 228 | 0.9415 | 0.2527 | 0.9415 | 0.9703 |
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- | No log | 2.6437 | 230 | 0.9380 | 0.2527 | 0.9380 | 0.9685 |
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- | No log | 2.6667 | 232 | 0.9251 | 0.2182 | 0.9251 | 0.9618 |
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- | No log | 2.6897 | 234 | 0.9381 | 0.1869 | 0.9381 | 0.9686 |
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- | No log | 2.7126 | 236 | 0.9651 | 0.1930 | 0.9651 | 0.9824 |
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- | No log | 2.7356 | 238 | 1.0047 | 0.1801 | 1.0047 | 1.0023 |
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- | No log | 2.7586 | 240 | 1.0935 | 0.2981 | 1.0935 | 1.0457 |
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- | No log | 2.7816 | 242 | 1.1846 | 0.2104 | 1.1846 | 1.0884 |
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- | No log | 2.8046 | 244 | 1.2059 | 0.2297 | 1.2059 | 1.0982 |
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- | No log | 2.8276 | 246 | 1.0698 | 0.2384 | 1.0698 | 1.0343 |
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- | No log | 2.8506 | 248 | 1.0092 | 0.2477 | 1.0092 | 1.0046 |
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- | No log | 2.8736 | 250 | 0.9712 | 0.2351 | 0.9712 | 0.9855 |
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- | No log | 2.8966 | 252 | 0.9525 | 0.2741 | 0.9525 | 0.9760 |
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- | No log | 2.9195 | 254 | 0.9547 | 0.2046 | 0.9547 | 0.9771 |
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- | No log | 2.9425 | 256 | 0.9743 | 0.2477 | 0.9743 | 0.9870 |
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- | No log | 2.9655 | 258 | 1.0026 | 0.2432 | 1.0026 | 1.0013 |
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- | No log | 2.9885 | 260 | 0.9708 | 0.2295 | 0.9708 | 0.9853 |
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- | No log | 3.0115 | 262 | 0.9465 | 0.2402 | 0.9465 | 0.9729 |
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- | No log | 3.0345 | 264 | 0.9389 | 0.2741 | 0.9389 | 0.9690 |
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- | No log | 3.0575 | 266 | 0.9486 | 0.2234 | 0.9486 | 0.9740 |
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- | No log | 3.0805 | 268 | 0.9980 | 0.2842 | 0.9980 | 0.9990 |
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- | No log | 3.1034 | 270 | 1.0064 | 0.2560 | 1.0064 | 1.0032 |
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- | No log | 3.1264 | 272 | 0.9844 | 0.2234 | 0.9844 | 0.9922 |
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- | No log | 3.1494 | 274 | 0.9854 | 0.2383 | 0.9854 | 0.9927 |
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- | No log | 3.1724 | 276 | 0.9734 | 0.2124 | 0.9734 | 0.9866 |
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- | No log | 3.1954 | 278 | 0.9885 | 0.2251 | 0.9885 | 0.9942 |
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- | No log | 3.2184 | 280 | 1.0858 | 0.2604 | 1.0858 | 1.0420 |
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- | No log | 3.2414 | 282 | 1.1608 | 0.2563 | 1.1608 | 1.0774 |
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- | No log | 3.2644 | 284 | 1.2156 | 0.2431 | 1.2156 | 1.1025 |
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- | No log | 3.2874 | 286 | 1.1991 | 0.2395 | 1.1991 | 1.0950 |
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- | No log | 3.3103 | 288 | 1.1083 | 0.2346 | 1.1083 | 1.0528 |
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- | No log | 3.3333 | 290 | 0.9728 | 0.2432 | 0.9728 | 0.9863 |
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- | No log | 3.3563 | 292 | 0.9052 | 0.2484 | 0.9052 | 0.9514 |
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- | No log | 3.3793 | 294 | 0.8871 | 0.2441 | 0.8871 | 0.9419 |
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- | No log | 3.4023 | 296 | 0.8636 | 0.2555 | 0.8636 | 0.9293 |
200
- | No log | 3.4253 | 298 | 0.8690 | 0.2960 | 0.8690 | 0.9322 |
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- | No log | 3.4483 | 300 | 0.9061 | 0.3157 | 0.9061 | 0.9519 |
202
- | No log | 3.4713 | 302 | 0.9269 | 0.3095 | 0.9269 | 0.9628 |
203
- | No log | 3.4943 | 304 | 0.8789 | 0.3157 | 0.8789 | 0.9375 |
204
- | No log | 3.5172 | 306 | 0.8493 | 0.2722 | 0.8493 | 0.9216 |
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- | No log | 3.5402 | 308 | 0.8246 | 0.2527 | 0.8246 | 0.9081 |
206
- | No log | 3.5632 | 310 | 0.8145 | 0.2377 | 0.8145 | 0.9025 |
207
- | No log | 3.5862 | 312 | 0.8366 | 0.2688 | 0.8366 | 0.9146 |
208
- | No log | 3.6092 | 314 | 0.8645 | 0.2349 | 0.8645 | 0.9298 |
209
- | No log | 3.6322 | 316 | 0.9249 | 0.2617 | 0.9249 | 0.9617 |
210
- | No log | 3.6552 | 318 | 0.9277 | 0.2071 | 0.9277 | 0.9632 |
211
- | No log | 3.6782 | 320 | 0.9153 | 0.2163 | 0.9153 | 0.9567 |
212
- | No log | 3.7011 | 322 | 0.9193 | 0.2241 | 0.9193 | 0.9588 |
213
- | No log | 3.7241 | 324 | 0.9634 | 0.2042 | 0.9634 | 0.9815 |
214
- | No log | 3.7471 | 326 | 1.0325 | 0.2464 | 1.0325 | 1.0161 |
215
- | No log | 3.7701 | 328 | 0.9959 | 0.2513 | 0.9959 | 0.9979 |
216
- | No log | 3.7931 | 330 | 0.8881 | 0.3023 | 0.8881 | 0.9424 |
217
- | No log | 3.8161 | 332 | 0.8406 | 0.0941 | 0.8406 | 0.9169 |
218
- | No log | 3.8391 | 334 | 0.8606 | 0.1716 | 0.8606 | 0.9277 |
219
- | No log | 3.8621 | 336 | 0.8422 | 0.1361 | 0.8422 | 0.9177 |
220
- | No log | 3.8851 | 338 | 0.8446 | 0.2007 | 0.8446 | 0.9190 |
221
- | No log | 3.9080 | 340 | 0.9449 | 0.1853 | 0.9449 | 0.9721 |
222
- | No log | 3.9310 | 342 | 0.9989 | 0.2564 | 0.9989 | 0.9995 |
223
- | No log | 3.9540 | 344 | 0.9802 | 0.2059 | 0.9802 | 0.9900 |
224
- | No log | 3.9770 | 346 | 0.8979 | 0.2409 | 0.8979 | 0.9476 |
225
- | No log | 4.0 | 348 | 0.8537 | 0.2591 | 0.8537 | 0.9240 |
226
- | No log | 4.0230 | 350 | 0.8588 | 0.1597 | 0.8588 | 0.9267 |
227
- | No log | 4.0460 | 352 | 0.8637 | 0.2742 | 0.8637 | 0.9294 |
228
- | No log | 4.0690 | 354 | 0.8849 | 0.2780 | 0.8849 | 0.9407 |
229
- | No log | 4.0920 | 356 | 0.9362 | 0.2993 | 0.9362 | 0.9676 |
230
- | No log | 4.1149 | 358 | 0.9452 | 0.3209 | 0.9452 | 0.9722 |
231
- | No log | 4.1379 | 360 | 0.8987 | 0.3051 | 0.8987 | 0.9480 |
232
- | No log | 4.1609 | 362 | 0.9081 | 0.3051 | 0.9081 | 0.9530 |
233
- | No log | 4.1839 | 364 | 0.9305 | 0.2690 | 0.9305 | 0.9646 |
234
- | No log | 4.2069 | 366 | 0.9695 | 0.3018 | 0.9695 | 0.9846 |
235
- | No log | 4.2299 | 368 | 0.9737 | 0.3514 | 0.9737 | 0.9867 |
236
- | No log | 4.2529 | 370 | 0.9473 | 0.3198 | 0.9473 | 0.9733 |
237
- | No log | 4.2759 | 372 | 0.9332 | 0.1824 | 0.9332 | 0.9660 |
238
- | No log | 4.2989 | 374 | 0.9185 | 0.1288 | 0.9185 | 0.9584 |
239
- | No log | 4.3218 | 376 | 0.9091 | 0.2715 | 0.9091 | 0.9534 |
240
- | No log | 4.3448 | 378 | 0.9160 | 0.2966 | 0.9160 | 0.9571 |
241
- | No log | 4.3678 | 380 | 0.9226 | 0.3034 | 0.9226 | 0.9605 |
242
- | No log | 4.3908 | 382 | 0.9343 | 0.2973 | 0.9343 | 0.9666 |
243
- | No log | 4.4138 | 384 | 0.9287 | 0.3311 | 0.9287 | 0.9637 |
244
- | No log | 4.4368 | 386 | 0.9429 | 0.2136 | 0.9429 | 0.9710 |
245
- | No log | 4.4598 | 388 | 0.9464 | 0.1600 | 0.9464 | 0.9728 |
246
- | No log | 4.4828 | 390 | 0.9254 | 0.2608 | 0.9254 | 0.9620 |
247
- | No log | 4.5057 | 392 | 0.9510 | 0.2270 | 0.9510 | 0.9752 |
248
- | No log | 4.5287 | 394 | 1.0011 | 0.2397 | 1.0011 | 1.0006 |
249
- | No log | 4.5517 | 396 | 0.9489 | 0.2498 | 0.9489 | 0.9741 |
250
- | No log | 4.5747 | 398 | 0.8767 | 0.2775 | 0.8767 | 0.9363 |
251
- | No log | 4.5977 | 400 | 0.8490 | 0.2479 | 0.8490 | 0.9214 |
252
- | No log | 4.6207 | 402 | 0.8432 | 0.2834 | 0.8432 | 0.9182 |
253
- | No log | 4.6437 | 404 | 0.8424 | 0.2535 | 0.8424 | 0.9178 |
254
- | No log | 4.6667 | 406 | 0.8508 | 0.2747 | 0.8508 | 0.9224 |
255
- | No log | 4.6897 | 408 | 0.9176 | 0.2988 | 0.9176 | 0.9579 |
256
- | No log | 4.7126 | 410 | 1.0403 | 0.1734 | 1.0403 | 1.0199 |
257
- | No log | 4.7356 | 412 | 1.1220 | 0.1385 | 1.1220 | 1.0592 |
258
- | No log | 4.7586 | 414 | 1.0867 | 0.1385 | 1.0867 | 1.0424 |
259
- | No log | 4.7816 | 416 | 1.0020 | 0.2193 | 1.0020 | 1.0010 |
260
- | No log | 4.8046 | 418 | 0.8817 | 0.2389 | 0.8817 | 0.9390 |
261
- | No log | 4.8276 | 420 | 0.8352 | 0.1294 | 0.8352 | 0.9139 |
262
- | No log | 4.8506 | 422 | 0.8235 | 0.1325 | 0.8235 | 0.9075 |
263
- | No log | 4.8736 | 424 | 0.8254 | 0.1558 | 0.8254 | 0.9085 |
264
- | No log | 4.8966 | 426 | 0.8548 | 0.2389 | 0.8548 | 0.9246 |
265
- | No log | 4.9195 | 428 | 0.8638 | 0.2389 | 0.8638 | 0.9294 |
266
- | No log | 4.9425 | 430 | 0.8569 | 0.2661 | 0.8569 | 0.9257 |
267
- | No log | 4.9655 | 432 | 0.8837 | 0.3235 | 0.8837 | 0.9401 |
268
- | No log | 4.9885 | 434 | 0.9508 | 0.2134 | 0.9508 | 0.9751 |
269
- | No log | 5.0115 | 436 | 0.9942 | 0.2088 | 0.9942 | 0.9971 |
270
- | No log | 5.0345 | 438 | 0.9401 | 0.2778 | 0.9401 | 0.9696 |
271
- | No log | 5.0575 | 440 | 0.8885 | 0.3465 | 0.8885 | 0.9426 |
272
- | No log | 5.0805 | 442 | 0.8803 | 0.3506 | 0.8803 | 0.9382 |
273
- | No log | 5.1034 | 444 | 0.8790 | 0.3235 | 0.8790 | 0.9375 |
274
- | No log | 5.1264 | 446 | 0.9139 | 0.3368 | 0.9139 | 0.9560 |
275
- | No log | 5.1494 | 448 | 0.9586 | 0.3320 | 0.9586 | 0.9791 |
276
- | No log | 5.1724 | 450 | 0.9384 | 0.3320 | 0.9384 | 0.9687 |
277
- | No log | 5.1954 | 452 | 0.9092 | 0.3844 | 0.9092 | 0.9535 |
278
- | No log | 5.2184 | 454 | 0.8443 | 0.3737 | 0.8443 | 0.9188 |
279
- | No log | 5.2414 | 456 | 0.8092 | 0.2780 | 0.8092 | 0.8995 |
280
- | No log | 5.2644 | 458 | 0.7923 | 0.2936 | 0.7923 | 0.8901 |
281
- | No log | 5.2874 | 460 | 0.8174 | 0.3078 | 0.8174 | 0.9041 |
282
- | No log | 5.3103 | 462 | 0.8465 | 0.3665 | 0.8465 | 0.9200 |
283
- | No log | 5.3333 | 464 | 0.9093 | 0.2975 | 0.9093 | 0.9536 |
284
- | No log | 5.3563 | 466 | 1.0102 | 0.2442 | 1.0102 | 1.0051 |
285
- | No log | 5.3793 | 468 | 1.0647 | 0.2029 | 1.0647 | 1.0319 |
286
- | No log | 5.4023 | 470 | 1.0207 | 0.2442 | 1.0207 | 1.0103 |
287
- | No log | 5.4253 | 472 | 0.9247 | 0.3526 | 0.9247 | 0.9616 |
288
- | No log | 5.4483 | 474 | 0.8574 | 0.2888 | 0.8574 | 0.9259 |
289
- | No log | 5.4713 | 476 | 0.8580 | 0.2689 | 0.8580 | 0.9263 |
290
- | No log | 5.4943 | 478 | 0.8656 | 0.2718 | 0.8656 | 0.9304 |
291
- | No log | 5.5172 | 480 | 0.8765 | 0.2777 | 0.8765 | 0.9362 |
292
- | No log | 5.5402 | 482 | 0.9060 | 0.3146 | 0.9060 | 0.9518 |
293
- | No log | 5.5632 | 484 | 0.9320 | 0.2937 | 0.9320 | 0.9654 |
294
- | No log | 5.5862 | 486 | 0.9080 | 0.3172 | 0.9080 | 0.9529 |
295
- | No log | 5.6092 | 488 | 0.9008 | 0.3034 | 0.9008 | 0.9491 |
296
- | No log | 5.6322 | 490 | 0.9049 | 0.2744 | 0.9049 | 0.9513 |
297
- | No log | 5.6552 | 492 | 0.9155 | 0.2747 | 0.9155 | 0.9568 |
298
- | No log | 5.6782 | 494 | 0.9063 | 0.2747 | 0.9063 | 0.9520 |
299
- | No log | 5.7011 | 496 | 0.8786 | 0.2182 | 0.8786 | 0.9373 |
300
- | No log | 5.7241 | 498 | 0.8783 | 0.2016 | 0.8783 | 0.9372 |
301
- | 0.4247 | 5.7471 | 500 | 0.8976 | 0.1682 | 0.8976 | 0.9474 |
302
- | 0.4247 | 5.7701 | 502 | 0.8965 | 0.1358 | 0.8965 | 0.9469 |
303
- | 0.4247 | 5.7931 | 504 | 0.8838 | 0.2564 | 0.8838 | 0.9401 |
304
- | 0.4247 | 5.8161 | 506 | 0.9135 | 0.2270 | 0.9135 | 0.9558 |
305
- | 0.4247 | 5.8391 | 508 | 0.9482 | 0.2270 | 0.9482 | 0.9737 |
306
- | 0.4247 | 5.8621 | 510 | 0.9385 | 0.2553 | 0.9385 | 0.9688 |
307
- | 0.4247 | 5.8851 | 512 | 0.9281 | 0.2834 | 0.9281 | 0.9634 |
308
- | 0.4247 | 5.9080 | 514 | 0.9626 | 0.0741 | 0.9626 | 0.9811 |
309
- | 0.4247 | 5.9310 | 516 | 0.9619 | 0.0735 | 0.9619 | 0.9808 |
310
- | 0.4247 | 5.9540 | 518 | 0.9281 | 0.0058 | 0.9281 | 0.9634 |
311
- | 0.4247 | 5.9770 | 520 | 0.9006 | 0.2564 | 0.9006 | 0.9490 |
312
- | 0.4247 | 6.0 | 522 | 0.9004 | 0.2535 | 0.9004 | 0.9489 |
313
- | 0.4247 | 6.0230 | 524 | 0.9067 | 0.2224 | 0.9067 | 0.9522 |
314
- | 0.4247 | 6.0460 | 526 | 0.9191 | 0.1567 | 0.9191 | 0.9587 |
315
- | 0.4247 | 6.0690 | 528 | 0.9302 | 0.1748 | 0.9302 | 0.9645 |
316
- | 0.4247 | 6.0920 | 530 | 0.9396 | 0.2365 | 0.9396 | 0.9693 |
317
- | 0.4247 | 6.1149 | 532 | 0.9574 | 0.2458 | 0.9574 | 0.9785 |
318
- | 0.4247 | 6.1379 | 534 | 0.9653 | 0.2634 | 0.9653 | 0.9825 |
319
- | 0.4247 | 6.1609 | 536 | 0.9609 | 0.2878 | 0.9609 | 0.9802 |
320
- | 0.4247 | 6.1839 | 538 | 0.9480 | 0.2400 | 0.9480 | 0.9736 |
321
- | 0.4247 | 6.2069 | 540 | 0.9239 | 0.2424 | 0.9239 | 0.9612 |
322
- | 0.4247 | 6.2299 | 542 | 0.8951 | 0.2806 | 0.8951 | 0.9461 |
323
- | 0.4247 | 6.2529 | 544 | 0.8777 | 0.2806 | 0.8777 | 0.9369 |
324
- | 0.4247 | 6.2759 | 546 | 0.8782 | 0.2371 | 0.8782 | 0.9371 |
325
- | 0.4247 | 6.2989 | 548 | 0.8873 | 0.1786 | 0.8873 | 0.9420 |
326
- | 0.4247 | 6.3218 | 550 | 0.9486 | 0.2547 | 0.9486 | 0.9740 |
327
- | 0.4247 | 6.3448 | 552 | 0.9905 | 0.2439 | 0.9905 | 0.9953 |
328
- | 0.4247 | 6.3678 | 554 | 0.9340 | 0.2547 | 0.9340 | 0.9664 |
329
- | 0.4247 | 6.3908 | 556 | 0.8631 | 0.1786 | 0.8631 | 0.9290 |
330
- | 0.4247 | 6.4138 | 558 | 0.8473 | 0.2508 | 0.8473 | 0.9205 |
331
- | 0.4247 | 6.4368 | 560 | 0.8429 | 0.2508 | 0.8429 | 0.9181 |
332
- | 0.4247 | 6.4598 | 562 | 0.8391 | 0.2508 | 0.8391 | 0.9160 |
333
- | 0.4247 | 6.4828 | 564 | 0.8396 | 0.2172 | 0.8396 | 0.9163 |
334
- | 0.4247 | 6.5057 | 566 | 0.8503 | 0.1786 | 0.8503 | 0.9221 |
335
- | 0.4247 | 6.5287 | 568 | 0.8945 | 0.2328 | 0.8945 | 0.9458 |
336
- | 0.4247 | 6.5517 | 570 | 0.8987 | 0.3095 | 0.8987 | 0.9480 |
337
- | 0.4247 | 6.5747 | 572 | 0.8508 | 0.2149 | 0.8508 | 0.9224 |
338
- | 0.4247 | 6.5977 | 574 | 0.8083 | 0.2261 | 0.8083 | 0.8991 |
339
- | 0.4247 | 6.6207 | 576 | 0.7990 | 0.2327 | 0.7990 | 0.8939 |
340
- | 0.4247 | 6.6437 | 578 | 0.8173 | 0.2319 | 0.8173 | 0.9041 |
341
- | 0.4247 | 6.6667 | 580 | 0.8620 | 0.2328 | 0.8620 | 0.9284 |
342
- | 0.4247 | 6.6897 | 582 | 0.8876 | 0.2781 | 0.8876 | 0.9421 |
343
- | 0.4247 | 6.7126 | 584 | 0.8538 | 0.2558 | 0.8538 | 0.9240 |
344
- | 0.4247 | 6.7356 | 586 | 0.8215 | 0.1603 | 0.8215 | 0.9064 |
345
- | 0.4247 | 6.7586 | 588 | 0.8236 | 0.2564 | 0.8236 | 0.9075 |
346
- | 0.4247 | 6.7816 | 590 | 0.8368 | 0.2564 | 0.8368 | 0.9148 |
347
- | 0.4247 | 6.8046 | 592 | 0.8528 | 0.2479 | 0.8528 | 0.9235 |
348
- | 0.4247 | 6.8276 | 594 | 0.8611 | 0.2479 | 0.8611 | 0.9280 |
349
- | 0.4247 | 6.8506 | 596 | 0.8596 | 0.2605 | 0.8596 | 0.9272 |
350
- | 0.4247 | 6.8736 | 598 | 0.8735 | 0.2633 | 0.8735 | 0.9346 |
351
- | 0.4247 | 6.8966 | 600 | 0.8462 | 0.2661 | 0.8462 | 0.9199 |
352
- | 0.4247 | 6.9195 | 602 | 0.8277 | 0.2661 | 0.8277 | 0.9098 |
353
- | 0.4247 | 6.9425 | 604 | 0.8453 | 0.2869 | 0.8453 | 0.9194 |
354
- | 0.4247 | 6.9655 | 606 | 0.8737 | 0.3145 | 0.8737 | 0.9347 |
355
- | 0.4247 | 6.9885 | 608 | 0.8988 | 0.2837 | 0.8988 | 0.9480 |
356
- | 0.4247 | 7.0115 | 610 | 0.9166 | 0.3023 | 0.9166 | 0.9574 |
357
- | 0.4247 | 7.0345 | 612 | 0.8898 | 0.2837 | 0.8898 | 0.9433 |
358
- | 0.4247 | 7.0575 | 614 | 0.8621 | 0.3107 | 0.8621 | 0.9285 |
359
- | 0.4247 | 7.0805 | 616 | 0.8808 | 0.2873 | 0.8808 | 0.9385 |
360
- | 0.4247 | 7.1034 | 618 | 0.9737 | 0.3092 | 0.9737 | 0.9867 |
361
- | 0.4247 | 7.1264 | 620 | 1.0355 | 0.3068 | 1.0355 | 1.0176 |
362
- | 0.4247 | 7.1494 | 622 | 0.9977 | 0.2832 | 0.9977 | 0.9988 |
363
- | 0.4247 | 7.1724 | 624 | 0.9584 | 0.3567 | 0.9584 | 0.9790 |
364
- | 0.4247 | 7.1954 | 626 | 0.9245 | 0.3051 | 0.9245 | 0.9615 |
365
- | 0.4247 | 7.2184 | 628 | 0.9001 | 0.2551 | 0.9001 | 0.9487 |
366
- | 0.4247 | 7.2414 | 630 | 0.8921 | 0.2501 | 0.8921 | 0.9445 |
367
- | 0.4247 | 7.2644 | 632 | 0.9248 | 0.2747 | 0.9248 | 0.9617 |
368
- | 0.4247 | 7.2874 | 634 | 0.9579 | 0.3130 | 0.9579 | 0.9787 |
369
- | 0.4247 | 7.3103 | 636 | 0.9379 | 0.2643 | 0.9379 | 0.9685 |
370
- | 0.4247 | 7.3333 | 638 | 0.9142 | 0.3536 | 0.9142 | 0.9562 |
371
- | 0.4247 | 7.3563 | 640 | 0.8951 | 0.3277 | 0.8951 | 0.9461 |
372
- | 0.4247 | 7.3793 | 642 | 0.8747 | 0.3235 | 0.8747 | 0.9353 |
373
- | 0.4247 | 7.4023 | 644 | 0.8591 | 0.2633 | 0.8591 | 0.9269 |
374
- | 0.4247 | 7.4253 | 646 | 0.8758 | 0.3377 | 0.8758 | 0.9359 |
375
- | 0.4247 | 7.4483 | 648 | 0.9142 | 0.3026 | 0.9142 | 0.9562 |
376
- | 0.4247 | 7.4713 | 650 | 0.9762 | 0.2566 | 0.9762 | 0.9880 |
377
- | 0.4247 | 7.4943 | 652 | 1.0264 | 0.2040 | 1.0264 | 1.0131 |
378
- | 0.4247 | 7.5172 | 654 | 1.0261 | 0.2040 | 1.0261 | 1.0130 |
379
- | 0.4247 | 7.5402 | 656 | 0.9581 | 0.3001 | 0.9581 | 0.9788 |
380
- | 0.4247 | 7.5632 | 658 | 0.8704 | 0.3153 | 0.8704 | 0.9329 |
381
- | 0.4247 | 7.5862 | 660 | 0.8780 | 0.2978 | 0.8780 | 0.9370 |
382
- | 0.4247 | 7.6092 | 662 | 0.9352 | 0.2659 | 0.9352 | 0.9670 |
383
- | 0.4247 | 7.6322 | 664 | 0.9270 | 0.1880 | 0.9270 | 0.9628 |
384
- | 0.4247 | 7.6552 | 666 | 0.9038 | 0.2972 | 0.9038 | 0.9507 |
385
- | 0.4247 | 7.6782 | 668 | 0.8792 | 0.3440 | 0.8792 | 0.9376 |
386
- | 0.4247 | 7.7011 | 670 | 0.8634 | 0.2607 | 0.8634 | 0.9292 |
387
- | 0.4247 | 7.7241 | 672 | 0.8342 | 0.3034 | 0.8342 | 0.9134 |
388
- | 0.4247 | 7.7471 | 674 | 0.8198 | 0.3890 | 0.8198 | 0.9054 |
389
- | 0.4247 | 7.7701 | 676 | 0.8063 | 0.3625 | 0.8063 | 0.8979 |
390
- | 0.4247 | 7.7931 | 678 | 0.8081 | 0.2591 | 0.8081 | 0.8989 |
391
- | 0.4247 | 7.8161 | 680 | 0.8150 | 0.2591 | 0.8150 | 0.9028 |
392
- | 0.4247 | 7.8391 | 682 | 0.8297 | 0.2237 | 0.8297 | 0.9109 |
393
- | 0.4247 | 7.8621 | 684 | 0.8513 | 0.2109 | 0.8513 | 0.9226 |
394
- | 0.4247 | 7.8851 | 686 | 0.8956 | 0.2077 | 0.8956 | 0.9464 |
395
- | 0.4247 | 7.9080 | 688 | 0.9895 | 0.2267 | 0.9895 | 0.9947 |
396
- | 0.4247 | 7.9310 | 690 | 1.0470 | 0.1726 | 1.0470 | 1.0233 |
397
- | 0.4247 | 7.9540 | 692 | 1.0085 | 0.1911 | 1.0085 | 1.0043 |
398
- | 0.4247 | 7.9770 | 694 | 0.9088 | 0.2843 | 0.9088 | 0.9533 |
399
- | 0.4247 | 8.0 | 696 | 0.8620 | 0.2498 | 0.8620 | 0.9284 |
400
- | 0.4247 | 8.0230 | 698 | 0.8669 | 0.2182 | 0.8669 | 0.9311 |
401
- | 0.4247 | 8.0460 | 700 | 0.8941 | 0.1403 | 0.8941 | 0.9456 |
402
- | 0.4247 | 8.0690 | 702 | 0.9633 | 0.3280 | 0.9633 | 0.9815 |
403
- | 0.4247 | 8.0920 | 704 | 1.1062 | 0.1543 | 1.1062 | 1.0518 |
404
- | 0.4247 | 8.1149 | 706 | 1.2371 | 0.2153 | 1.2371 | 1.1122 |
405
- | 0.4247 | 8.1379 | 708 | 1.2536 | 0.1599 | 1.2536 | 1.1196 |
406
- | 0.4247 | 8.1609 | 710 | 1.1441 | 0.2191 | 1.1441 | 1.0696 |
407
- | 0.4247 | 8.1839 | 712 | 1.0209 | 0.1856 | 1.0209 | 1.0104 |
408
- | 0.4247 | 8.2069 | 714 | 0.9771 | 0.2094 | 0.9771 | 0.9885 |
409
- | 0.4247 | 8.2299 | 716 | 0.9504 | 0.2463 | 0.9504 | 0.9749 |
410
- | 0.4247 | 8.2529 | 718 | 0.8886 | 0.1683 | 0.8886 | 0.9427 |
411
- | 0.4247 | 8.2759 | 720 | 0.8692 | 0.2071 | 0.8692 | 0.9323 |
412
- | 0.4247 | 8.2989 | 722 | 0.8694 | 0.2449 | 0.8694 | 0.9324 |
413
- | 0.4247 | 8.3218 | 724 | 0.8810 | 0.1785 | 0.8810 | 0.9386 |
414
- | 0.4247 | 8.3448 | 726 | 0.8926 | 0.1829 | 0.8926 | 0.9448 |
415
- | 0.4247 | 8.3678 | 728 | 0.9040 | 0.1592 | 0.9040 | 0.9508 |
416
- | 0.4247 | 8.3908 | 730 | 0.9177 | 0.1622 | 0.9177 | 0.9580 |
417
- | 0.4247 | 8.4138 | 732 | 0.9154 | 0.1878 | 0.9154 | 0.9568 |
418
- | 0.4247 | 8.4368 | 734 | 0.9171 | 0.2118 | 0.9171 | 0.9577 |
419
- | 0.4247 | 8.4598 | 736 | 0.9190 | 0.1906 | 0.9190 | 0.9586 |
420
- | 0.4247 | 8.4828 | 738 | 0.8840 | 0.2114 | 0.8840 | 0.9402 |
421
- | 0.4247 | 8.5057 | 740 | 0.8647 | 0.1760 | 0.8647 | 0.9299 |
422
- | 0.4247 | 8.5287 | 742 | 0.8448 | 0.2182 | 0.8448 | 0.9191 |
423
- | 0.4247 | 8.5517 | 744 | 0.8152 | 0.2237 | 0.8152 | 0.9029 |
424
- | 0.4247 | 8.5747 | 746 | 0.8021 | 0.2505 | 0.8021 | 0.8956 |
425
- | 0.4247 | 8.5977 | 748 | 0.8084 | 0.2532 | 0.8084 | 0.8991 |
426
- | 0.4247 | 8.6207 | 750 | 0.8512 | 0.3355 | 0.8512 | 0.9226 |
427
- | 0.4247 | 8.6437 | 752 | 0.9128 | 0.2576 | 0.9128 | 0.9554 |
428
- | 0.4247 | 8.6667 | 754 | 0.9186 | 0.2576 | 0.9186 | 0.9584 |
429
- | 0.4247 | 8.6897 | 756 | 0.8994 | 0.2749 | 0.8994 | 0.9484 |
430
- | 0.4247 | 8.7126 | 758 | 0.8877 | 0.2987 | 0.8877 | 0.9422 |
431
- | 0.4247 | 8.7356 | 760 | 0.8978 | 0.2987 | 0.8978 | 0.9475 |
432
- | 0.4247 | 8.7586 | 762 | 0.8962 | 0.2987 | 0.8962 | 0.9467 |
433
- | 0.4247 | 8.7816 | 764 | 0.8847 | 0.2749 | 0.8847 | 0.9406 |
434
- | 0.4247 | 8.8046 | 766 | 0.8455 | 0.2862 | 0.8455 | 0.9195 |
435
- | 0.4247 | 8.8276 | 768 | 0.8205 | 0.2479 | 0.8205 | 0.9058 |
436
- | 0.4247 | 8.8506 | 770 | 0.8207 | 0.2661 | 0.8207 | 0.9059 |
437
- | 0.4247 | 8.8736 | 772 | 0.8170 | 0.2424 | 0.8170 | 0.9039 |
438
- | 0.4247 | 8.8966 | 774 | 0.8205 | 0.2313 | 0.8205 | 0.9058 |
439
- | 0.4247 | 8.9195 | 776 | 0.8555 | 0.3121 | 0.8555 | 0.9250 |
440
- | 0.4247 | 8.9425 | 778 | 0.8717 | 0.2778 | 0.8717 | 0.9336 |
441
- | 0.4247 | 8.9655 | 780 | 0.8565 | 0.3018 | 0.8565 | 0.9254 |
442
- | 0.4247 | 8.9885 | 782 | 0.8184 | 0.2371 | 0.8184 | 0.9047 |
443
- | 0.4247 | 9.0115 | 784 | 0.8272 | 0.2173 | 0.8272 | 0.9095 |
444
- | 0.4247 | 9.0345 | 786 | 0.8529 | 0.2790 | 0.8529 | 0.9235 |
445
- | 0.4247 | 9.0575 | 788 | 0.8340 | 0.2252 | 0.8340 | 0.9132 |
446
- | 0.4247 | 9.0805 | 790 | 0.8229 | 0.1967 | 0.8229 | 0.9072 |
447
- | 0.4247 | 9.1034 | 792 | 0.7949 | 0.2224 | 0.7949 | 0.8916 |
448
- | 0.4247 | 9.1264 | 794 | 0.8048 | 0.2172 | 0.8048 | 0.8971 |
449
- | 0.4247 | 9.1494 | 796 | 0.8044 | 0.1835 | 0.8044 | 0.8969 |
450
- | 0.4247 | 9.1724 | 798 | 0.8208 | 0.2204 | 0.8208 | 0.9060 |
451
- | 0.4247 | 9.1954 | 800 | 0.8348 | 0.2204 | 0.8348 | 0.9137 |
452
- | 0.4247 | 9.2184 | 802 | 0.8697 | 0.2722 | 0.8697 | 0.9326 |
453
- | 0.4247 | 9.2414 | 804 | 0.8755 | 0.2440 | 0.8755 | 0.9357 |
454
- | 0.4247 | 9.2644 | 806 | 0.9058 | 0.2899 | 0.9058 | 0.9517 |
455
- | 0.4247 | 9.2874 | 808 | 0.9204 | 0.2397 | 0.9204 | 0.9594 |
456
- | 0.4247 | 9.3103 | 810 | 0.9127 | 0.1352 | 0.9127 | 0.9554 |
457
- | 0.4247 | 9.3333 | 812 | 0.8975 | 0.1430 | 0.8975 | 0.9473 |
458
- | 0.4247 | 9.3563 | 814 | 0.8994 | 0.1736 | 0.8994 | 0.9484 |
459
- | 0.4247 | 9.3793 | 816 | 0.9077 | 0.2535 | 0.9077 | 0.9528 |
460
- | 0.4247 | 9.4023 | 818 | 0.9073 | 0.1920 | 0.9073 | 0.9525 |
461
- | 0.4247 | 9.4253 | 820 | 0.9102 | 0.2114 | 0.9102 | 0.9541 |
462
- | 0.4247 | 9.4483 | 822 | 0.9282 | 0.1651 | 0.9282 | 0.9635 |
463
- | 0.4247 | 9.4713 | 824 | 0.9627 | 0.2066 | 0.9627 | 0.9812 |
464
- | 0.4247 | 9.4943 | 826 | 0.9844 | 0.2669 | 0.9844 | 0.9922 |
465
- | 0.4247 | 9.5172 | 828 | 0.9496 | 0.2305 | 0.9496 | 0.9745 |
466
- | 0.4247 | 9.5402 | 830 | 0.8836 | 0.3023 | 0.8836 | 0.9400 |
467
- | 0.4247 | 9.5632 | 832 | 0.8358 | 0.2090 | 0.8358 | 0.9142 |
468
- | 0.4247 | 9.5862 | 834 | 0.8321 | 0.2475 | 0.8321 | 0.9122 |
469
- | 0.4247 | 9.6092 | 836 | 0.8477 | 0.1748 | 0.8477 | 0.9207 |
470
- | 0.4247 | 9.6322 | 838 | 0.8669 | 0.1736 | 0.8669 | 0.9311 |
471
- | 0.4247 | 9.6552 | 840 | 0.9056 | 0.1430 | 0.9056 | 0.9516 |
472
- | 0.4247 | 9.6782 | 842 | 0.9706 | 0.2212 | 0.9706 | 0.9852 |
473
- | 0.4247 | 9.7011 | 844 | 0.9774 | 0.1946 | 0.9774 | 0.9887 |
474
- | 0.4247 | 9.7241 | 846 | 0.9507 | 0.1352 | 0.9507 | 0.9751 |
475
- | 0.4247 | 9.7471 | 848 | 0.9218 | 0.1101 | 0.9218 | 0.9601 |
476
- | 0.4247 | 9.7701 | 850 | 0.9233 | 0.1101 | 0.9233 | 0.9609 |
477
- | 0.4247 | 9.7931 | 852 | 0.9578 | 0.2995 | 0.9578 | 0.9787 |
478
- | 0.4247 | 9.8161 | 854 | 1.0283 | 0.2754 | 1.0283 | 1.0141 |
479
- | 0.4247 | 9.8391 | 856 | 1.0499 | 0.2287 | 1.0499 | 1.0247 |
480
- | 0.4247 | 9.8621 | 858 | 0.9765 | 0.2632 | 0.9765 | 0.9882 |
481
- | 0.4247 | 9.8851 | 860 | 0.8918 | 0.1459 | 0.8918 | 0.9443 |
482
- | 0.4247 | 9.9080 | 862 | 0.8510 | 0.1101 | 0.8510 | 0.9225 |
483
- | 0.4247 | 9.9310 | 864 | 0.8501 | 0.1101 | 0.8501 | 0.9220 |
484
- | 0.4247 | 9.9540 | 866 | 0.8510 | 0.1137 | 0.8510 | 0.9225 |
485
- | 0.4247 | 9.9770 | 868 | 0.8706 | 0.1430 | 0.8706 | 0.9330 |
486
 
487
 
488
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_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: 0.6472
19
+ - Qwk: 0.4067
20
+ - Mse: 0.6472
21
+ - Rmse: 0.8045
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0244 | 2 | 2.7814 | -0.0568 | 2.7814 | 1.6678 |
53
+ | No log | 0.0488 | 4 | 1.5740 | 0.0560 | 1.5740 | 1.2546 |
54
+ | No log | 0.0732 | 6 | 1.1744 | -0.0886 | 1.1744 | 1.0837 |
55
+ | No log | 0.0976 | 8 | 1.1453 | -0.0722 | 1.1453 | 1.0702 |
56
+ | No log | 0.1220 | 10 | 1.1804 | -0.0113 | 1.1804 | 1.0865 |
57
+ | No log | 0.1463 | 12 | 1.2289 | 0.0515 | 1.2289 | 1.1086 |
58
+ | No log | 0.1707 | 14 | 1.0352 | 0.2059 | 1.0352 | 1.0174 |
59
+ | No log | 0.1951 | 16 | 0.7293 | 0.1884 | 0.7293 | 0.8540 |
60
+ | No log | 0.2195 | 18 | 0.6725 | 0.2345 | 0.6725 | 0.8201 |
61
+ | No log | 0.2439 | 20 | 0.6521 | 0.3385 | 0.6521 | 0.8075 |
62
+ | No log | 0.2683 | 22 | 0.6500 | 0.2319 | 0.6500 | 0.8062 |
63
+ | No log | 0.2927 | 24 | 0.6714 | 0.2464 | 0.6714 | 0.8194 |
64
+ | No log | 0.3171 | 26 | 1.1659 | 0.1719 | 1.1659 | 1.0798 |
65
+ | No log | 0.3415 | 28 | 1.2514 | 0.1913 | 1.2514 | 1.1187 |
66
+ | No log | 0.3659 | 30 | 0.9995 | 0.2298 | 0.9995 | 0.9998 |
67
+ | No log | 0.3902 | 32 | 0.6909 | 0.2804 | 0.6909 | 0.8312 |
68
+ | No log | 0.4146 | 34 | 0.6364 | 0.2142 | 0.6364 | 0.7977 |
69
+ | No log | 0.4390 | 36 | 0.6149 | 0.2405 | 0.6149 | 0.7842 |
70
+ | No log | 0.4634 | 38 | 0.6227 | 0.2930 | 0.6227 | 0.7891 |
71
+ | No log | 0.4878 | 40 | 0.6675 | 0.2632 | 0.6675 | 0.8170 |
72
+ | No log | 0.5122 | 42 | 0.6688 | 0.2063 | 0.6688 | 0.8178 |
73
+ | No log | 0.5366 | 44 | 0.6436 | 0.2537 | 0.6436 | 0.8022 |
74
+ | No log | 0.5610 | 46 | 0.6574 | 0.3387 | 0.6574 | 0.8108 |
75
+ | No log | 0.5854 | 48 | 0.8229 | 0.3231 | 0.8229 | 0.9072 |
76
+ | No log | 0.6098 | 50 | 0.9356 | 0.2703 | 0.9356 | 0.9673 |
77
+ | No log | 0.6341 | 52 | 0.8478 | 0.2492 | 0.8478 | 0.9208 |
78
+ | No log | 0.6585 | 54 | 0.8179 | 0.2007 | 0.8179 | 0.9044 |
79
+ | No log | 0.6829 | 56 | 1.0360 | -0.0124 | 1.0360 | 1.0178 |
80
+ | No log | 0.7073 | 58 | 1.3802 | -0.1439 | 1.3802 | 1.1748 |
81
+ | No log | 0.7317 | 60 | 1.5074 | -0.1437 | 1.5074 | 1.2278 |
82
+ | No log | 0.7561 | 62 | 1.3564 | -0.0704 | 1.3564 | 1.1646 |
83
+ | No log | 0.7805 | 64 | 0.9478 | 0.1454 | 0.9478 | 0.9735 |
84
+ | No log | 0.8049 | 66 | 0.7958 | 0.3444 | 0.7958 | 0.8921 |
85
+ | No log | 0.8293 | 68 | 0.8586 | 0.3494 | 0.8586 | 0.9266 |
86
+ | No log | 0.8537 | 70 | 1.2075 | 0.1397 | 1.2075 | 1.0989 |
87
+ | No log | 0.8780 | 72 | 1.3611 | 0.1648 | 1.3611 | 1.1667 |
88
+ | No log | 0.9024 | 74 | 1.2598 | 0.1397 | 1.2598 | 1.1224 |
89
+ | No log | 0.9268 | 76 | 0.9469 | 0.1651 | 0.9469 | 0.9731 |
90
+ | No log | 0.9512 | 78 | 0.8310 | 0.2754 | 0.8310 | 0.9116 |
91
+ | No log | 0.9756 | 80 | 0.9553 | 0.2463 | 0.9553 | 0.9774 |
92
+ | No log | 1.0 | 82 | 1.2205 | 0.1203 | 1.2205 | 1.1048 |
93
+ | No log | 1.0244 | 84 | 1.2363 | 0.1606 | 1.2363 | 1.1119 |
94
+ | No log | 1.0488 | 86 | 1.2469 | 0.0717 | 1.2469 | 1.1166 |
95
+ | No log | 1.0732 | 88 | 1.1025 | 0.1277 | 1.1025 | 1.0500 |
96
+ | No log | 1.0976 | 90 | 0.9618 | 0.2410 | 0.9618 | 0.9807 |
97
+ | No log | 1.1220 | 92 | 0.9215 | 0.2142 | 0.9215 | 0.9599 |
98
+ | No log | 1.1463 | 94 | 0.9337 | 0.1984 | 0.9337 | 0.9663 |
99
+ | No log | 1.1707 | 96 | 0.8279 | 0.3287 | 0.8279 | 0.9099 |
100
+ | No log | 1.1951 | 98 | 0.8422 | 0.3060 | 0.8422 | 0.9177 |
101
+ | No log | 1.2195 | 100 | 1.0697 | 0.1911 | 1.0697 | 1.0343 |
102
+ | No log | 1.2439 | 102 | 1.5416 | 0.1454 | 1.5416 | 1.2416 |
103
+ | No log | 1.2683 | 104 | 1.5902 | 0.1067 | 1.5902 | 1.2610 |
104
+ | No log | 1.2927 | 106 | 1.2708 | 0.2215 | 1.2708 | 1.1273 |
105
+ | No log | 1.3171 | 108 | 1.0385 | 0.2044 | 1.0385 | 1.0190 |
106
+ | No log | 1.3415 | 110 | 1.0139 | 0.2044 | 1.0139 | 1.0069 |
107
+ | No log | 1.3659 | 112 | 1.1904 | 0.1003 | 1.1904 | 1.0911 |
108
+ | No log | 1.3902 | 114 | 1.4434 | 0.0127 | 1.4434 | 1.2014 |
109
+ | No log | 1.4146 | 116 | 1.6074 | 0.1146 | 1.6074 | 1.2678 |
110
+ | No log | 1.4390 | 118 | 1.5736 | 0.1122 | 1.5736 | 1.2544 |
111
+ | No log | 1.4634 | 120 | 1.3615 | 0.0099 | 1.3615 | 1.1668 |
112
+ | No log | 1.4878 | 122 | 1.2492 | 0.0761 | 1.2492 | 1.1177 |
113
+ | No log | 1.5122 | 124 | 1.2537 | 0.0975 | 1.2537 | 1.1197 |
114
+ | No log | 1.5366 | 126 | 1.1276 | 0.1671 | 1.1276 | 1.0619 |
115
+ | No log | 1.5610 | 128 | 1.0803 | 0.1573 | 1.0803 | 1.0394 |
116
+ | No log | 1.5854 | 130 | 1.0603 | 0.1243 | 1.0603 | 1.0297 |
117
+ | No log | 1.6098 | 132 | 1.0960 | 0.0894 | 1.0960 | 1.0469 |
118
+ | No log | 1.6341 | 134 | 1.1032 | 0.1709 | 1.1032 | 1.0503 |
119
+ | No log | 1.6585 | 136 | 1.1586 | 0.1713 | 1.1586 | 1.0764 |
120
+ | No log | 1.6829 | 138 | 0.9886 | 0.2094 | 0.9886 | 0.9943 |
121
+ | No log | 1.7073 | 140 | 0.8035 | 0.2817 | 0.8035 | 0.8964 |
122
+ | No log | 1.7317 | 142 | 0.7944 | 0.1179 | 0.7944 | 0.8913 |
123
+ | No log | 1.7561 | 144 | 0.8225 | 0.0833 | 0.8225 | 0.9069 |
124
+ | No log | 1.7805 | 146 | 0.7843 | 0.1179 | 0.7843 | 0.8856 |
125
+ | No log | 1.8049 | 148 | 0.8369 | 0.3099 | 0.8369 | 0.9148 |
126
+ | No log | 1.8293 | 150 | 1.1213 | 0.2755 | 1.1213 | 1.0589 |
127
+ | No log | 1.8537 | 152 | 1.2058 | 0.2280 | 1.2058 | 1.0981 |
128
+ | No log | 1.8780 | 154 | 1.0325 | 0.2756 | 1.0325 | 1.0161 |
129
+ | No log | 1.9024 | 156 | 0.8258 | 0.2754 | 0.8258 | 0.9087 |
130
+ | No log | 1.9268 | 158 | 0.7614 | 0.3011 | 0.7614 | 0.8726 |
131
+ | No log | 1.9512 | 160 | 0.7619 | 0.3127 | 0.7619 | 0.8729 |
132
+ | No log | 1.9756 | 162 | 0.8650 | 0.3105 | 0.8650 | 0.9301 |
133
+ | No log | 2.0 | 164 | 1.0946 | 0.3431 | 1.0946 | 1.0462 |
134
+ | No log | 2.0244 | 166 | 1.1645 | 0.2799 | 1.1645 | 1.0791 |
135
+ | No log | 2.0488 | 168 | 1.0647 | 0.3247 | 1.0647 | 1.0318 |
136
+ | No log | 2.0732 | 170 | 0.9080 | 0.3606 | 0.9080 | 0.9529 |
137
+ | No log | 2.0976 | 172 | 0.8265 | 0.2967 | 0.8265 | 0.9091 |
138
+ | No log | 2.1220 | 174 | 0.8368 | 0.2967 | 0.8368 | 0.9148 |
139
+ | No log | 2.1463 | 176 | 0.8902 | 0.3359 | 0.8902 | 0.9435 |
140
+ | No log | 2.1707 | 178 | 0.9950 | 0.3538 | 0.9950 | 0.9975 |
141
+ | No log | 2.1951 | 180 | 1.0297 | 0.2756 | 1.0297 | 1.0147 |
142
+ | No log | 2.2195 | 182 | 1.1153 | 0.2478 | 1.1153 | 1.0561 |
143
+ | No log | 2.2439 | 184 | 1.2631 | 0.1574 | 1.2631 | 1.1239 |
144
+ | No log | 2.2683 | 186 | 1.3943 | 0.1364 | 1.3943 | 1.1808 |
145
+ | No log | 2.2927 | 188 | 1.3114 | 0.1670 | 1.3114 | 1.1452 |
146
+ | No log | 2.3171 | 190 | 1.0375 | 0.3481 | 1.0375 | 1.0186 |
147
+ | No log | 2.3415 | 192 | 0.7946 | 0.3843 | 0.7946 | 0.8914 |
148
+ | No log | 2.3659 | 194 | 0.6902 | 0.2973 | 0.6902 | 0.8308 |
149
+ | No log | 2.3902 | 196 | 0.6832 | 0.2973 | 0.6832 | 0.8265 |
150
+ | No log | 2.4146 | 198 | 0.7421 | 0.3712 | 0.7421 | 0.8615 |
151
+ | No log | 2.4390 | 200 | 0.8258 | 0.4014 | 0.8258 | 0.9087 |
152
+ | No log | 2.4634 | 202 | 0.8693 | 0.3688 | 0.8693 | 0.9324 |
153
+ | No log | 2.4878 | 204 | 0.9070 | 0.3560 | 0.9070 | 0.9524 |
154
+ | No log | 2.5122 | 206 | 0.8683 | 0.3623 | 0.8683 | 0.9318 |
155
+ | No log | 2.5366 | 208 | 0.8688 | 0.3847 | 0.8688 | 0.9321 |
156
+ | No log | 2.5610 | 210 | 0.7800 | 0.3456 | 0.7800 | 0.8832 |
157
+ | No log | 2.5854 | 212 | 0.6900 | 0.3444 | 0.6900 | 0.8307 |
158
+ | No log | 2.6098 | 214 | 0.6733 | 0.3196 | 0.6733 | 0.8206 |
159
+ | No log | 2.6341 | 216 | 0.6630 | 0.4060 | 0.6630 | 0.8142 |
160
+ | No log | 2.6585 | 218 | 0.7221 | 0.3564 | 0.7221 | 0.8497 |
161
+ | No log | 2.6829 | 220 | 0.8878 | 0.3477 | 0.8878 | 0.9423 |
162
+ | No log | 2.7073 | 222 | 1.0233 | 0.3431 | 1.0233 | 1.0116 |
163
+ | No log | 2.7317 | 224 | 0.9978 | 0.3484 | 0.9978 | 0.9989 |
164
+ | No log | 2.7561 | 226 | 0.8699 | 0.3381 | 0.8699 | 0.9327 |
165
+ | No log | 2.7805 | 228 | 0.7824 | 0.3384 | 0.7824 | 0.8845 |
166
+ | No log | 2.8049 | 230 | 0.8081 | 0.3425 | 0.8081 | 0.8990 |
167
+ | No log | 2.8293 | 232 | 0.8488 | 0.3433 | 0.8488 | 0.9213 |
168
+ | No log | 2.8537 | 234 | 0.8158 | 0.3359 | 0.8158 | 0.9032 |
169
+ | No log | 2.8780 | 236 | 0.7148 | 0.3712 | 0.7148 | 0.8455 |
170
+ | No log | 2.9024 | 238 | 0.6743 | 0.1050 | 0.6743 | 0.8212 |
171
+ | No log | 2.9268 | 240 | 0.6817 | 0.1829 | 0.6817 | 0.8256 |
172
+ | No log | 2.9512 | 242 | 0.6976 | 0.3782 | 0.6976 | 0.8352 |
173
+ | No log | 2.9756 | 244 | 0.8489 | 0.3217 | 0.8489 | 0.9213 |
174
+ | No log | 3.0 | 246 | 1.0785 | 0.3233 | 1.0785 | 1.0385 |
175
+ | No log | 3.0244 | 248 | 1.1557 | 0.3086 | 1.1557 | 1.0750 |
176
+ | No log | 3.0488 | 250 | 0.9605 | 0.3114 | 0.9605 | 0.9800 |
177
+ | No log | 3.0732 | 252 | 0.8021 | 0.3231 | 0.8021 | 0.8956 |
178
+ | No log | 3.0976 | 254 | 0.7371 | 0.3234 | 0.7371 | 0.8585 |
179
+ | No log | 3.1220 | 256 | 0.7374 | 0.3302 | 0.7374 | 0.8587 |
180
+ | No log | 3.1463 | 258 | 0.7983 | 0.2923 | 0.7983 | 0.8935 |
181
+ | No log | 3.1707 | 260 | 0.9690 | 0.3131 | 0.9690 | 0.9844 |
182
+ | No log | 3.1951 | 262 | 1.1715 | 0.3013 | 1.1715 | 1.0824 |
183
+ | No log | 3.2195 | 264 | 1.1558 | 0.3013 | 1.1558 | 1.0751 |
184
+ | No log | 3.2439 | 266 | 1.0440 | 0.3031 | 1.0440 | 1.0218 |
185
+ | No log | 3.2683 | 268 | 0.8512 | 0.3709 | 0.8512 | 0.9226 |
186
+ | No log | 3.2927 | 270 | 0.8248 | 0.4154 | 0.8248 | 0.9082 |
187
+ | No log | 3.3171 | 272 | 0.8601 | 0.3643 | 0.8601 | 0.9274 |
188
+ | No log | 3.3415 | 274 | 0.8067 | 0.4707 | 0.8067 | 0.8982 |
189
+ | No log | 3.3659 | 276 | 0.7008 | 0.4392 | 0.7008 | 0.8371 |
190
+ | No log | 3.3902 | 278 | 0.6710 | 0.4569 | 0.6710 | 0.8192 |
191
+ | No log | 3.4146 | 280 | 0.6278 | 0.3387 | 0.6278 | 0.7923 |
192
+ | No log | 3.4390 | 282 | 0.6118 | 0.3081 | 0.6118 | 0.7822 |
193
+ | No log | 3.4634 | 284 | 0.6095 | 0.3092 | 0.6095 | 0.7807 |
194
+ | No log | 3.4878 | 286 | 0.6335 | 0.4569 | 0.6335 | 0.7960 |
195
+ | No log | 3.5122 | 288 | 0.7128 | 0.3981 | 0.7128 | 0.8443 |
196
+ | No log | 3.5366 | 290 | 0.7205 | 0.3981 | 0.7205 | 0.8488 |
197
+ | No log | 3.5610 | 292 | 0.6655 | 0.3673 | 0.6655 | 0.8158 |
198
+ | No log | 3.5854 | 294 | 0.6658 | 0.2121 | 0.6658 | 0.8159 |
199
+ | No log | 3.6098 | 296 | 0.6760 | 0.2407 | 0.6760 | 0.8222 |
200
+ | No log | 3.6341 | 298 | 0.7022 | 0.3615 | 0.7022 | 0.8380 |
201
+ | No log | 3.6585 | 300 | 0.7665 | 0.3754 | 0.7665 | 0.8755 |
202
+ | No log | 3.6829 | 302 | 0.7635 | 0.3822 | 0.7635 | 0.8738 |
203
+ | No log | 3.7073 | 304 | 0.7181 | 0.3092 | 0.7181 | 0.8474 |
204
+ | No log | 3.7317 | 306 | 0.7238 | 0.3092 | 0.7238 | 0.8508 |
205
+ | No log | 3.7561 | 308 | 0.7866 | 0.4067 | 0.7866 | 0.8869 |
206
+ | No log | 3.7805 | 310 | 0.9018 | 0.3381 | 0.9018 | 0.9496 |
207
+ | No log | 3.8049 | 312 | 0.9471 | 0.3324 | 0.9471 | 0.9732 |
208
+ | No log | 3.8293 | 314 | 0.9296 | 0.3302 | 0.9296 | 0.9642 |
209
+ | No log | 3.8537 | 316 | 0.7906 | 0.4230 | 0.7906 | 0.8891 |
210
+ | No log | 3.8780 | 318 | 0.6671 | 0.3637 | 0.6671 | 0.8167 |
211
+ | No log | 3.9024 | 320 | 0.6324 | 0.3518 | 0.6324 | 0.7953 |
212
+ | No log | 3.9268 | 322 | 0.6244 | 0.3894 | 0.6244 | 0.7902 |
213
+ | No log | 3.9512 | 324 | 0.6230 | 0.4020 | 0.6230 | 0.7893 |
214
+ | No log | 3.9756 | 326 | 0.6260 | 0.3445 | 0.6260 | 0.7912 |
215
+ | No log | 4.0 | 328 | 0.6318 | 0.3445 | 0.6318 | 0.7948 |
216
+ | No log | 4.0244 | 330 | 0.6353 | 0.3599 | 0.6353 | 0.7970 |
217
+ | No log | 4.0488 | 332 | 0.6385 | 0.3577 | 0.6385 | 0.7991 |
218
+ | No log | 4.0732 | 334 | 0.6843 | 0.1923 | 0.6843 | 0.8272 |
219
+ | No log | 4.0976 | 336 | 0.7500 | 0.3778 | 0.7500 | 0.8660 |
220
+ | No log | 4.1220 | 338 | 0.7293 | 0.3730 | 0.7293 | 0.8540 |
221
+ | No log | 4.1463 | 340 | 0.6350 | 0.4307 | 0.6350 | 0.7969 |
222
+ | No log | 4.1707 | 342 | 0.5807 | 0.3762 | 0.5807 | 0.7621 |
223
+ | No log | 4.1951 | 344 | 0.6774 | 0.4457 | 0.6774 | 0.8230 |
224
+ | No log | 4.2195 | 346 | 0.7562 | 0.4180 | 0.7562 | 0.8696 |
225
+ | No log | 4.2439 | 348 | 0.6993 | 0.4424 | 0.6993 | 0.8362 |
226
+ | No log | 4.2683 | 350 | 0.6352 | 0.4219 | 0.6352 | 0.7970 |
227
+ | No log | 4.2927 | 352 | 0.5944 | 0.4243 | 0.5944 | 0.7710 |
228
+ | No log | 4.3171 | 354 | 0.5748 | 0.3625 | 0.5748 | 0.7582 |
229
+ | No log | 4.3415 | 356 | 0.5859 | 0.4576 | 0.5859 | 0.7654 |
230
+ | No log | 4.3659 | 358 | 0.6700 | 0.4295 | 0.6700 | 0.8186 |
231
+ | No log | 4.3902 | 360 | 0.8014 | 0.4444 | 0.8014 | 0.8952 |
232
+ | No log | 4.4146 | 362 | 0.7802 | 0.4444 | 0.7802 | 0.8833 |
233
+ | No log | 4.4390 | 364 | 0.6492 | 0.4193 | 0.6492 | 0.8057 |
234
+ | No log | 4.4634 | 366 | 0.5704 | 0.3702 | 0.5704 | 0.7552 |
235
+ | No log | 4.4878 | 368 | 0.5993 | 0.2847 | 0.5993 | 0.7741 |
236
+ | No log | 4.5122 | 370 | 0.6109 | 0.1850 | 0.6109 | 0.7816 |
237
+ | No log | 4.5366 | 372 | 0.6081 | 0.2543 | 0.6081 | 0.7798 |
238
+ | No log | 4.5610 | 374 | 0.6003 | 0.3474 | 0.6003 | 0.7748 |
239
+ | No log | 4.5854 | 376 | 0.6216 | 0.3599 | 0.6216 | 0.7884 |
240
+ | No log | 4.6098 | 378 | 0.6487 | 0.4134 | 0.6487 | 0.8054 |
241
+ | No log | 4.6341 | 380 | 0.6369 | 0.4044 | 0.6369 | 0.7981 |
242
+ | No log | 4.6585 | 382 | 0.6064 | 0.4147 | 0.6064 | 0.7787 |
243
+ | No log | 4.6829 | 384 | 0.6032 | 0.3625 | 0.6032 | 0.7766 |
244
+ | No log | 4.7073 | 386 | 0.6273 | 0.3622 | 0.6273 | 0.7921 |
245
+ | No log | 4.7317 | 388 | 0.7183 | 0.3409 | 0.7183 | 0.8475 |
246
+ | No log | 4.7561 | 390 | 0.9151 | 0.4250 | 0.9151 | 0.9566 |
247
+ | No log | 4.7805 | 392 | 1.0243 | 0.3987 | 1.0243 | 1.0121 |
248
+ | No log | 4.8049 | 394 | 0.9973 | 0.3557 | 0.9973 | 0.9986 |
249
+ | No log | 4.8293 | 396 | 0.8627 | 0.3499 | 0.8627 | 0.9288 |
250
+ | No log | 4.8537 | 398 | 0.7622 | 0.4067 | 0.7622 | 0.8731 |
251
+ | No log | 4.8780 | 400 | 0.6948 | 0.4479 | 0.6948 | 0.8335 |
252
+ | No log | 4.9024 | 402 | 0.6922 | 0.4479 | 0.6922 | 0.8320 |
253
+ | No log | 4.9268 | 404 | 0.7379 | 0.3894 | 0.7379 | 0.8590 |
254
+ | No log | 4.9512 | 406 | 0.7817 | 0.4144 | 0.7817 | 0.8841 |
255
+ | No log | 4.9756 | 408 | 0.8279 | 0.3371 | 0.8279 | 0.9099 |
256
+ | No log | 5.0 | 410 | 0.7976 | 0.3371 | 0.7976 | 0.8931 |
257
+ | No log | 5.0244 | 412 | 0.7148 | 0.3637 | 0.7148 | 0.8455 |
258
+ | No log | 5.0488 | 414 | 0.6754 | 0.3950 | 0.6754 | 0.8218 |
259
+ | No log | 5.0732 | 416 | 0.6678 | 0.3950 | 0.6678 | 0.8172 |
260
+ | No log | 5.0976 | 418 | 0.6760 | 0.3673 | 0.6760 | 0.8222 |
261
+ | No log | 5.1220 | 420 | 0.7348 | 0.3963 | 0.7348 | 0.8572 |
262
+ | No log | 5.1463 | 422 | 0.8946 | 0.3290 | 0.8946 | 0.9458 |
263
+ | No log | 5.1707 | 424 | 1.0050 | 0.3102 | 1.0050 | 1.0025 |
264
+ | No log | 5.1951 | 426 | 0.9617 | 0.2894 | 0.9617 | 0.9807 |
265
+ | No log | 5.2195 | 428 | 0.8277 | 0.3822 | 0.8277 | 0.9098 |
266
+ | No log | 5.2439 | 430 | 0.7225 | 0.3673 | 0.7225 | 0.8500 |
267
+ | No log | 5.2683 | 432 | 0.6712 | 0.1752 | 0.6712 | 0.8193 |
268
+ | No log | 5.2927 | 434 | 0.6598 | 0.2787 | 0.6598 | 0.8123 |
269
+ | No log | 5.3171 | 436 | 0.6771 | 0.3950 | 0.6771 | 0.8229 |
270
+ | No log | 5.3415 | 438 | 0.7189 | 0.4409 | 0.7189 | 0.8479 |
271
+ | No log | 5.3659 | 440 | 0.7506 | 0.3461 | 0.7506 | 0.8664 |
272
+ | No log | 5.3902 | 442 | 0.7470 | 0.3521 | 0.7470 | 0.8643 |
273
+ | No log | 5.4146 | 444 | 0.6692 | 0.3699 | 0.6692 | 0.8180 |
274
+ | No log | 5.4390 | 446 | 0.5833 | 0.4724 | 0.5833 | 0.7637 |
275
+ | No log | 5.4634 | 448 | 0.5595 | 0.5177 | 0.5595 | 0.7480 |
276
+ | No log | 5.4878 | 450 | 0.5678 | 0.5107 | 0.5678 | 0.7536 |
277
+ | No log | 5.5122 | 452 | 0.5753 | 0.5177 | 0.5753 | 0.7585 |
278
+ | No log | 5.5366 | 454 | 0.6105 | 0.4642 | 0.6105 | 0.7813 |
279
+ | No log | 5.5610 | 456 | 0.6457 | 0.4703 | 0.6457 | 0.8035 |
280
+ | No log | 5.5854 | 458 | 0.6687 | 0.4272 | 0.6687 | 0.8178 |
281
+ | No log | 5.6098 | 460 | 0.6582 | 0.4451 | 0.6582 | 0.8113 |
282
+ | No log | 5.6341 | 462 | 0.6398 | 0.2973 | 0.6398 | 0.7999 |
283
+ | No log | 5.6585 | 464 | 0.6535 | 0.1133 | 0.6535 | 0.8084 |
284
+ | No log | 5.6829 | 466 | 0.6631 | 0.0778 | 0.6631 | 0.8143 |
285
+ | No log | 5.7073 | 468 | 0.6649 | 0.1092 | 0.6649 | 0.8154 |
286
+ | No log | 5.7317 | 470 | 0.6563 | 0.4182 | 0.6563 | 0.8101 |
287
+ | No log | 5.7561 | 472 | 0.6622 | 0.3789 | 0.6622 | 0.8138 |
288
+ | No log | 5.7805 | 474 | 0.6807 | 0.4307 | 0.6807 | 0.8251 |
289
+ | No log | 5.8049 | 476 | 0.6977 | 0.4175 | 0.6977 | 0.8353 |
290
+ | No log | 5.8293 | 478 | 0.6801 | 0.4582 | 0.6801 | 0.8247 |
291
+ | No log | 5.8537 | 480 | 0.6493 | 0.5271 | 0.6493 | 0.8058 |
292
+ | No log | 5.8780 | 482 | 0.6474 | 0.4740 | 0.6474 | 0.8046 |
293
+ | No log | 5.9024 | 484 | 0.6407 | 0.4735 | 0.6407 | 0.8004 |
294
+ | No log | 5.9268 | 486 | 0.6371 | 0.5336 | 0.6371 | 0.7982 |
295
+ | No log | 5.9512 | 488 | 0.6548 | 0.5025 | 0.6548 | 0.8092 |
296
+ | No log | 5.9756 | 490 | 0.6868 | 0.4492 | 0.6868 | 0.8287 |
297
+ | No log | 6.0 | 492 | 0.6853 | 0.4492 | 0.6853 | 0.8278 |
298
+ | No log | 6.0244 | 494 | 0.6702 | 0.4711 | 0.6702 | 0.8186 |
299
+ | No log | 6.0488 | 496 | 0.6240 | 0.4555 | 0.6240 | 0.7899 |
300
+ | No log | 6.0732 | 498 | 0.6001 | 0.4484 | 0.6001 | 0.7747 |
301
+ | 0.3671 | 6.0976 | 500 | 0.5992 | 0.4217 | 0.5992 | 0.7741 |
302
+ | 0.3671 | 6.1220 | 502 | 0.6137 | 0.3654 | 0.6137 | 0.7834 |
303
+ | 0.3671 | 6.1463 | 504 | 0.6139 | 0.3607 | 0.6139 | 0.7835 |
304
+ | 0.3671 | 6.1707 | 506 | 0.6027 | 0.4617 | 0.6027 | 0.7763 |
305
+ | 0.3671 | 6.1951 | 508 | 0.6277 | 0.4576 | 0.6277 | 0.7922 |
306
+ | 0.3671 | 6.2195 | 510 | 0.7004 | 0.4606 | 0.7004 | 0.8369 |
307
+ | 0.3671 | 6.2439 | 512 | 0.7803 | 0.4385 | 0.7803 | 0.8834 |
308
+ | 0.3671 | 6.2683 | 514 | 0.7626 | 0.4587 | 0.7626 | 0.8733 |
309
+ | 0.3671 | 6.2927 | 516 | 0.6714 | 0.4664 | 0.6714 | 0.8194 |
310
+ | 0.3671 | 6.3171 | 518 | 0.6220 | 0.4229 | 0.6220 | 0.7887 |
311
+ | 0.3671 | 6.3415 | 520 | 0.6139 | 0.3352 | 0.6139 | 0.7835 |
312
+ | 0.3671 | 6.3659 | 522 | 0.6182 | 0.3369 | 0.6182 | 0.7863 |
313
+ | 0.3671 | 6.3902 | 524 | 0.6428 | 0.4330 | 0.6428 | 0.8018 |
314
+ | 0.3671 | 6.4146 | 526 | 0.6988 | 0.3918 | 0.6988 | 0.8360 |
315
+ | 0.3671 | 6.4390 | 528 | 0.7127 | 0.4112 | 0.7127 | 0.8442 |
316
+ | 0.3671 | 6.4634 | 530 | 0.7415 | 0.4457 | 0.7415 | 0.8611 |
317
+ | 0.3671 | 6.4878 | 532 | 0.7190 | 0.4531 | 0.7190 | 0.8479 |
318
+ | 0.3671 | 6.5122 | 534 | 0.6388 | 0.4493 | 0.6388 | 0.7993 |
319
+ | 0.3671 | 6.5366 | 536 | 0.5834 | 0.3762 | 0.5834 | 0.7638 |
320
+ | 0.3671 | 6.5610 | 538 | 0.5814 | 0.3651 | 0.5814 | 0.7625 |
321
+ | 0.3671 | 6.5854 | 540 | 0.5879 | 0.3651 | 0.5879 | 0.7667 |
322
+ | 0.3671 | 6.6098 | 542 | 0.5952 | 0.4171 | 0.5952 | 0.7715 |
323
+ | 0.3671 | 6.6341 | 544 | 0.6116 | 0.4397 | 0.6116 | 0.7821 |
324
+ | 0.3671 | 6.6585 | 546 | 0.6365 | 0.4397 | 0.6365 | 0.7978 |
325
+ | 0.3671 | 6.6829 | 548 | 0.6359 | 0.4013 | 0.6359 | 0.7974 |
326
+ | 0.3671 | 6.7073 | 550 | 0.6255 | 0.4013 | 0.6255 | 0.7909 |
327
+ | 0.3671 | 6.7317 | 552 | 0.6205 | 0.4013 | 0.6205 | 0.7877 |
328
+ | 0.3671 | 6.7561 | 554 | 0.6093 | 0.3762 | 0.6093 | 0.7806 |
329
+ | 0.3671 | 6.7805 | 556 | 0.6472 | 0.4067 | 0.6472 | 0.8045 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
330
 
331
 
332
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