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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_task2_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_run3_AugV5_k14_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k14_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.9376
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- - Qwk: 0.4565
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- - Mse: 0.9376
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- - Rmse: 0.9683
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  ## Model description
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@@ -49,261 +49,276 @@ 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 | 0.0253 | 2 | 4.5241 | 0.0129 | 4.5241 | 2.1270 |
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- | No log | 0.0506 | 4 | 2.8013 | -0.0091 | 2.8013 | 1.6737 |
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- | No log | 0.0759 | 6 | 1.6036 | 0.0372 | 1.6036 | 1.2664 |
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- | No log | 0.1013 | 8 | 1.2734 | -0.0508 | 1.2734 | 1.1285 |
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- | No log | 0.1266 | 10 | 1.2041 | 0.2513 | 1.2041 | 1.0973 |
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- | No log | 0.1519 | 12 | 1.2501 | 0.1483 | 1.2501 | 1.1181 |
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- | No log | 0.1772 | 14 | 1.3428 | 0.0038 | 1.3428 | 1.1588 |
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- | No log | 0.2025 | 16 | 1.2132 | 0.1791 | 1.2132 | 1.1014 |
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- | No log | 0.2278 | 18 | 1.1451 | 0.2416 | 1.1451 | 1.0701 |
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- | No log | 0.2532 | 20 | 1.2117 | 0.1260 | 1.2117 | 1.1008 |
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- | No log | 0.2785 | 22 | 1.3519 | 0.1016 | 1.3519 | 1.1627 |
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- | No log | 0.3038 | 24 | 1.1975 | 0.1354 | 1.1975 | 1.0943 |
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- | No log | 0.3291 | 26 | 1.1811 | 0.0704 | 1.1811 | 1.0868 |
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- | No log | 0.3544 | 28 | 1.2229 | 0.1230 | 1.2229 | 1.1059 |
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- | No log | 0.3797 | 30 | 1.2452 | 0.1434 | 1.2452 | 1.1159 |
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- | No log | 0.4051 | 32 | 1.2268 | 0.3132 | 1.2268 | 1.1076 |
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- | No log | 0.4304 | 34 | 1.2800 | 0.3065 | 1.2800 | 1.1314 |
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- | No log | 0.4557 | 36 | 1.3249 | 0.3671 | 1.3249 | 1.1510 |
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- | No log | 0.4810 | 38 | 1.4768 | 0.2424 | 1.4768 | 1.2152 |
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- | No log | 0.5063 | 40 | 1.7559 | 0.2567 | 1.7559 | 1.3251 |
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- | No log | 0.5316 | 42 | 1.6226 | 0.2247 | 1.6226 | 1.2738 |
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- | No log | 0.5570 | 44 | 1.2732 | 0.2160 | 1.2732 | 1.1284 |
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- | No log | 0.5823 | 46 | 1.2026 | 0.1935 | 1.2026 | 1.0966 |
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- | No log | 0.6076 | 48 | 1.2030 | 0.2027 | 1.2030 | 1.0968 |
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- | No log | 0.6329 | 50 | 1.2382 | 0.2391 | 1.2382 | 1.1127 |
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- | No log | 0.6582 | 52 | 1.2144 | 0.2208 | 1.2144 | 1.1020 |
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- | No log | 0.6835 | 54 | 1.0873 | 0.4060 | 1.0873 | 1.0427 |
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- | No log | 0.7089 | 56 | 1.0749 | 0.3542 | 1.0749 | 1.0368 |
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- | No log | 0.7342 | 58 | 1.1723 | 0.4146 | 1.1723 | 1.0827 |
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- | No log | 0.7595 | 60 | 1.1710 | 0.3918 | 1.1710 | 1.0821 |
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- | No log | 0.7848 | 62 | 1.1390 | 0.3758 | 1.1390 | 1.0672 |
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- | No log | 0.8101 | 64 | 1.1178 | 0.3701 | 1.1178 | 1.0572 |
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- | No log | 0.8354 | 66 | 1.1685 | 0.4593 | 1.1685 | 1.0810 |
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- | No log | 0.8608 | 68 | 1.2236 | 0.4506 | 1.2236 | 1.1062 |
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- | No log | 0.8861 | 70 | 1.1217 | 0.4344 | 1.1217 | 1.0591 |
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- | No log | 0.9114 | 72 | 0.9958 | 0.4574 | 0.9958 | 0.9979 |
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- | No log | 0.9367 | 74 | 0.9132 | 0.4579 | 0.9132 | 0.9556 |
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- | No log | 0.9620 | 76 | 1.0914 | 0.3521 | 1.0914 | 1.0447 |
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- | No log | 0.9873 | 78 | 1.1511 | 0.3811 | 1.1511 | 1.0729 |
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- | No log | 1.0127 | 80 | 1.1364 | 0.3708 | 1.1364 | 1.0660 |
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- | No log | 1.0380 | 82 | 1.0312 | 0.4444 | 1.0312 | 1.0155 |
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- | No log | 1.0633 | 84 | 0.8926 | 0.4124 | 0.8926 | 0.9448 |
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- | No log | 1.0886 | 86 | 0.8864 | 0.4631 | 0.8864 | 0.9415 |
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- | No log | 1.1139 | 88 | 1.0015 | 0.4704 | 1.0015 | 1.0008 |
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- | No log | 1.1392 | 90 | 1.0045 | 0.4697 | 1.0045 | 1.0022 |
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- | No log | 1.1646 | 92 | 1.0319 | 0.4522 | 1.0319 | 1.0158 |
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- | No log | 1.1899 | 94 | 1.1237 | 0.4522 | 1.1237 | 1.0600 |
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- | No log | 1.2152 | 96 | 0.9683 | 0.3916 | 0.9683 | 0.9840 |
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- | No log | 1.2405 | 98 | 0.8562 | 0.4685 | 0.8562 | 0.9253 |
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- | No log | 1.2658 | 100 | 0.7182 | 0.5455 | 0.7182 | 0.8474 |
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- | No log | 1.2911 | 102 | 0.6946 | 0.5590 | 0.6946 | 0.8334 |
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- | No log | 1.3165 | 104 | 0.7075 | 0.5862 | 0.7075 | 0.8412 |
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- | No log | 1.3418 | 106 | 0.7637 | 0.5614 | 0.7637 | 0.8739 |
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- | No log | 1.3671 | 108 | 0.7892 | 0.6237 | 0.7892 | 0.8884 |
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- | No log | 1.3924 | 110 | 0.8815 | 0.5626 | 0.8815 | 0.9389 |
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- | No log | 1.4177 | 112 | 0.9537 | 0.5397 | 0.9537 | 0.9766 |
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- | No log | 1.4430 | 114 | 0.8494 | 0.5091 | 0.8494 | 0.9216 |
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- | No log | 1.4684 | 116 | 0.8018 | 0.5830 | 0.8018 | 0.8954 |
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- | No log | 1.4937 | 118 | 0.7411 | 0.5856 | 0.7411 | 0.8608 |
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- | No log | 1.5190 | 120 | 0.7113 | 0.6476 | 0.7113 | 0.8434 |
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- | No log | 1.5443 | 122 | 0.7304 | 0.5621 | 0.7304 | 0.8546 |
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- | No log | 1.5696 | 124 | 0.8863 | 0.5015 | 0.8863 | 0.9415 |
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- | No log | 1.5949 | 126 | 1.1492 | 0.4231 | 1.1492 | 1.0720 |
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- | No log | 1.6203 | 128 | 1.0437 | 0.4261 | 1.0437 | 1.0216 |
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- | No log | 1.6456 | 130 | 0.7868 | 0.5135 | 0.7868 | 0.8870 |
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- | No log | 1.6709 | 132 | 0.7416 | 0.5213 | 0.7416 | 0.8612 |
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- | No log | 1.6962 | 134 | 0.7434 | 0.4926 | 0.7434 | 0.8622 |
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- | No log | 1.7215 | 136 | 0.8956 | 0.5384 | 0.8956 | 0.9463 |
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- | No log | 1.7468 | 138 | 1.1303 | 0.4231 | 1.1303 | 1.0632 |
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- | No log | 1.7722 | 140 | 1.5506 | 0.3694 | 1.5506 | 1.2452 |
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- | No log | 1.7975 | 142 | 1.7382 | 0.3546 | 1.7382 | 1.3184 |
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- | No log | 1.8228 | 144 | 1.4681 | 0.4339 | 1.4681 | 1.2117 |
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- | No log | 1.8481 | 146 | 0.9146 | 0.5468 | 0.9146 | 0.9563 |
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- | No log | 1.8734 | 148 | 0.6964 | 0.5659 | 0.6964 | 0.8345 |
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- | No log | 1.8987 | 150 | 0.7803 | 0.6094 | 0.7803 | 0.8833 |
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- | No log | 1.9241 | 152 | 0.9799 | 0.4480 | 0.9799 | 0.9899 |
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- | No log | 1.9494 | 154 | 0.8303 | 0.6314 | 0.8303 | 0.9112 |
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- | No log | 1.9747 | 156 | 0.7317 | 0.6023 | 0.7317 | 0.8554 |
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- | No log | 2.0 | 158 | 0.9807 | 0.5216 | 0.9807 | 0.9903 |
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- | No log | 2.0253 | 160 | 1.1782 | 0.4240 | 1.1782 | 1.0855 |
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- | No log | 2.0506 | 162 | 1.1109 | 0.5452 | 1.1109 | 1.0540 |
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- | No log | 2.0759 | 164 | 1.0214 | 0.5564 | 1.0214 | 1.0106 |
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- | No log | 2.1013 | 166 | 0.9325 | 0.5571 | 0.9325 | 0.9656 |
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- | No log | 2.1266 | 168 | 0.9963 | 0.5335 | 0.9963 | 0.9982 |
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- | No log | 2.1519 | 170 | 1.0809 | 0.4965 | 1.0809 | 1.0397 |
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- | No log | 2.1772 | 172 | 1.0685 | 0.5222 | 1.0685 | 1.0337 |
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- | No log | 2.2025 | 174 | 1.0586 | 0.5410 | 1.0586 | 1.0289 |
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- | No log | 2.2278 | 176 | 1.1373 | 0.5370 | 1.1373 | 1.0665 |
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- | No log | 2.2532 | 178 | 1.0566 | 0.5829 | 1.0566 | 1.0279 |
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- | No log | 2.2785 | 180 | 1.0781 | 0.5388 | 1.0781 | 1.0383 |
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- | No log | 2.3038 | 182 | 1.0147 | 0.4410 | 1.0147 | 1.0073 |
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- | No log | 2.3291 | 184 | 0.9069 | 0.4968 | 0.9069 | 0.9523 |
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- | No log | 2.3544 | 186 | 0.8593 | 0.5028 | 0.8593 | 0.9270 |
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- | No log | 2.3797 | 188 | 0.8049 | 0.4794 | 0.8049 | 0.8972 |
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- | No log | 2.4051 | 190 | 0.7545 | 0.5892 | 0.7545 | 0.8686 |
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- | No log | 2.4304 | 192 | 0.7414 | 0.5750 | 0.7414 | 0.8610 |
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- | No log | 2.4557 | 194 | 0.7645 | 0.5908 | 0.7645 | 0.8744 |
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- | No log | 2.4810 | 196 | 0.7573 | 0.5908 | 0.7573 | 0.8702 |
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- | No log | 2.5063 | 198 | 0.7324 | 0.5936 | 0.7324 | 0.8558 |
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- | No log | 2.5316 | 200 | 0.7899 | 0.5810 | 0.7899 | 0.8887 |
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- | No log | 2.5570 | 202 | 1.0262 | 0.5229 | 1.0262 | 1.0130 |
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- | No log | 2.5823 | 204 | 1.0981 | 0.3902 | 1.0981 | 1.0479 |
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- | No log | 2.6076 | 206 | 0.9642 | 0.4830 | 0.9642 | 0.9819 |
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- | No log | 2.6329 | 208 | 0.7819 | 0.5814 | 0.7819 | 0.8843 |
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- | No log | 2.6582 | 210 | 0.6708 | 0.6558 | 0.6708 | 0.8190 |
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- | No log | 2.6835 | 212 | 0.6934 | 0.6252 | 0.6934 | 0.8327 |
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- | No log | 2.7089 | 214 | 0.6886 | 0.6404 | 0.6886 | 0.8298 |
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- | No log | 2.7342 | 216 | 0.7815 | 0.5637 | 0.7815 | 0.8840 |
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- | No log | 2.7595 | 218 | 0.9981 | 0.5125 | 0.9981 | 0.9991 |
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- | No log | 2.7848 | 220 | 1.4209 | 0.3852 | 1.4209 | 1.1920 |
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- | No log | 2.8101 | 222 | 1.5502 | 0.3770 | 1.5502 | 1.2451 |
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- | No log | 2.8354 | 224 | 1.3935 | 0.3484 | 1.3935 | 1.1805 |
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- | No log | 2.8608 | 226 | 1.2147 | 0.3375 | 1.2147 | 1.1021 |
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- | No log | 2.8861 | 228 | 0.9969 | 0.4862 | 0.9969 | 0.9984 |
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- | No log | 2.9114 | 230 | 0.8100 | 0.5647 | 0.8100 | 0.9000 |
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- | No log | 2.9367 | 232 | 0.7716 | 0.5647 | 0.7716 | 0.8784 |
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- | No log | 2.9620 | 234 | 0.7879 | 0.5519 | 0.7879 | 0.8877 |
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- | No log | 2.9873 | 236 | 0.9178 | 0.5648 | 0.9178 | 0.9580 |
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- | No log | 3.0127 | 238 | 1.0042 | 0.4952 | 1.0042 | 1.0021 |
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- | No log | 3.0380 | 240 | 1.0446 | 0.4468 | 1.0446 | 1.0221 |
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- | No log | 3.0633 | 242 | 0.9059 | 0.5165 | 0.9059 | 0.9518 |
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- | No log | 3.0886 | 244 | 0.7348 | 0.5528 | 0.7348 | 0.8572 |
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- | No log | 3.1139 | 246 | 0.7530 | 0.6214 | 0.7530 | 0.8678 |
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- | No log | 3.1392 | 248 | 0.7432 | 0.5673 | 0.7432 | 0.8621 |
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- | No log | 3.1646 | 250 | 0.7732 | 0.5648 | 0.7732 | 0.8793 |
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- | No log | 3.1899 | 252 | 0.9120 | 0.5484 | 0.9120 | 0.9550 |
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- | No log | 3.2152 | 254 | 0.9436 | 0.5029 | 0.9436 | 0.9714 |
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- | No log | 3.2405 | 256 | 0.8685 | 0.5347 | 0.8685 | 0.9319 |
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- | No log | 3.2658 | 258 | 0.8282 | 0.4859 | 0.8282 | 0.9101 |
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- | No log | 3.2911 | 260 | 0.7958 | 0.5112 | 0.7958 | 0.8920 |
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- | No log | 3.3165 | 262 | 0.8123 | 0.5379 | 0.8123 | 0.9013 |
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- | No log | 3.3418 | 264 | 0.8234 | 0.5013 | 0.8234 | 0.9074 |
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- | No log | 3.3671 | 266 | 0.9306 | 0.5679 | 0.9306 | 0.9647 |
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- | No log | 3.3924 | 268 | 0.9894 | 0.5754 | 0.9894 | 0.9947 |
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- | No log | 3.4177 | 270 | 0.9326 | 0.5703 | 0.9326 | 0.9657 |
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- | No log | 3.4430 | 272 | 0.9734 | 0.5330 | 0.9734 | 0.9866 |
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- | No log | 3.4684 | 274 | 0.9039 | 0.5091 | 0.9039 | 0.9507 |
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- | No log | 3.4937 | 276 | 0.7612 | 0.5648 | 0.7612 | 0.8724 |
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- | No log | 3.5190 | 278 | 0.7305 | 0.5298 | 0.7305 | 0.8547 |
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- | No log | 3.5443 | 280 | 0.7565 | 0.5673 | 0.7565 | 0.8698 |
192
- | No log | 3.5696 | 282 | 0.8260 | 0.5554 | 0.8260 | 0.9088 |
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- | No log | 3.5949 | 284 | 0.9987 | 0.4898 | 0.9987 | 0.9994 |
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- | No log | 3.6203 | 286 | 1.0377 | 0.5066 | 1.0377 | 1.0187 |
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- | No log | 3.6456 | 288 | 0.9339 | 0.5591 | 0.9339 | 0.9664 |
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- | No log | 3.6709 | 290 | 0.8235 | 0.5578 | 0.8235 | 0.9075 |
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- | No log | 3.6962 | 292 | 0.7152 | 0.6100 | 0.7152 | 0.8457 |
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- | No log | 3.7215 | 294 | 0.6983 | 0.5971 | 0.6983 | 0.8356 |
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- | No log | 3.7468 | 296 | 0.7726 | 0.5708 | 0.7726 | 0.8790 |
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- | No log | 3.7722 | 298 | 0.9291 | 0.5105 | 0.9291 | 0.9639 |
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- | No log | 3.7975 | 300 | 1.0399 | 0.4977 | 1.0399 | 1.0198 |
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- | No log | 3.8228 | 302 | 1.1082 | 0.5139 | 1.1082 | 1.0527 |
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- | No log | 3.8481 | 304 | 1.0299 | 0.4618 | 1.0299 | 1.0148 |
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- | No log | 3.8734 | 306 | 0.8965 | 0.4902 | 0.8965 | 0.9468 |
205
- | No log | 3.8987 | 308 | 0.8446 | 0.5227 | 0.8446 | 0.9190 |
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- | No log | 3.9241 | 310 | 0.7650 | 0.5159 | 0.7650 | 0.8746 |
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- | No log | 3.9494 | 312 | 0.7675 | 0.5560 | 0.7675 | 0.8761 |
208
- | No log | 3.9747 | 314 | 0.8242 | 0.5877 | 0.8242 | 0.9078 |
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- | No log | 4.0 | 316 | 0.8250 | 0.5877 | 0.8250 | 0.9083 |
210
- | No log | 4.0253 | 318 | 0.7420 | 0.5667 | 0.7420 | 0.8614 |
211
- | No log | 4.0506 | 320 | 0.7623 | 0.6032 | 0.7623 | 0.8731 |
212
- | No log | 4.0759 | 322 | 0.8303 | 0.5346 | 0.8303 | 0.9112 |
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- | No log | 4.1013 | 324 | 0.8129 | 0.5313 | 0.8129 | 0.9016 |
214
- | No log | 4.1266 | 326 | 0.8213 | 0.5165 | 0.8213 | 0.9063 |
215
- | No log | 4.1519 | 328 | 0.9106 | 0.5279 | 0.9106 | 0.9542 |
216
- | No log | 4.1772 | 330 | 1.0166 | 0.4466 | 1.0166 | 1.0082 |
217
- | No log | 4.2025 | 332 | 1.0704 | 0.4236 | 1.0704 | 1.0346 |
218
- | No log | 4.2278 | 334 | 1.0799 | 0.5119 | 1.0799 | 1.0392 |
219
- | No log | 4.2532 | 336 | 0.9570 | 0.5028 | 0.9570 | 0.9782 |
220
- | No log | 4.2785 | 338 | 0.8142 | 0.5209 | 0.8142 | 0.9023 |
221
- | No log | 4.3038 | 340 | 0.8055 | 0.5042 | 0.8055 | 0.8975 |
222
- | No log | 4.3291 | 342 | 0.7923 | 0.5157 | 0.7923 | 0.8901 |
223
- | No log | 4.3544 | 344 | 0.8732 | 0.5192 | 0.8732 | 0.9344 |
224
- | No log | 4.3797 | 346 | 0.9236 | 0.4874 | 0.9236 | 0.9610 |
225
- | No log | 4.4051 | 348 | 0.9396 | 0.5071 | 0.9396 | 0.9693 |
226
- | No log | 4.4304 | 350 | 0.8494 | 0.5264 | 0.8494 | 0.9216 |
227
- | No log | 4.4557 | 352 | 0.7659 | 0.4980 | 0.7659 | 0.8752 |
228
- | No log | 4.4810 | 354 | 0.7529 | 0.5203 | 0.7529 | 0.8677 |
229
- | No log | 4.5063 | 356 | 0.7778 | 0.5447 | 0.7778 | 0.8819 |
230
- | No log | 4.5316 | 358 | 0.9020 | 0.5488 | 0.9020 | 0.9497 |
231
- | No log | 4.5570 | 360 | 0.9131 | 0.5649 | 0.9131 | 0.9555 |
232
- | No log | 4.5823 | 362 | 0.8332 | 0.5750 | 0.8332 | 0.9128 |
233
- | No log | 4.6076 | 364 | 0.7642 | 0.5320 | 0.7642 | 0.8742 |
234
- | No log | 4.6329 | 366 | 0.7212 | 0.5951 | 0.7212 | 0.8492 |
235
- | No log | 4.6582 | 368 | 0.7610 | 0.5086 | 0.7610 | 0.8724 |
236
- | No log | 4.6835 | 370 | 0.7919 | 0.5044 | 0.7919 | 0.8899 |
237
- | No log | 4.7089 | 372 | 0.7825 | 0.5130 | 0.7825 | 0.8846 |
238
- | No log | 4.7342 | 374 | 0.8279 | 0.4986 | 0.8279 | 0.9099 |
239
- | No log | 4.7595 | 376 | 0.8634 | 0.5346 | 0.8634 | 0.9292 |
240
- | No log | 4.7848 | 378 | 0.8451 | 0.5192 | 0.8451 | 0.9193 |
241
- | No log | 4.8101 | 380 | 0.8056 | 0.5708 | 0.8056 | 0.8976 |
242
- | No log | 4.8354 | 382 | 0.8092 | 0.5624 | 0.8092 | 0.8995 |
243
- | No log | 4.8608 | 384 | 0.8313 | 0.5519 | 0.8313 | 0.9117 |
244
- | No log | 4.8861 | 386 | 0.8695 | 0.5192 | 0.8695 | 0.9325 |
245
- | No log | 4.9114 | 388 | 0.8687 | 0.5014 | 0.8687 | 0.9321 |
246
- | No log | 4.9367 | 390 | 0.8783 | 0.5201 | 0.8783 | 0.9372 |
247
- | No log | 4.9620 | 392 | 0.9083 | 0.5324 | 0.9083 | 0.9530 |
248
- | No log | 4.9873 | 394 | 0.9291 | 0.4700 | 0.9291 | 0.9639 |
249
- | No log | 5.0127 | 396 | 0.9873 | 0.4186 | 0.9873 | 0.9937 |
250
- | No log | 5.0380 | 398 | 0.9713 | 0.4655 | 0.9713 | 0.9855 |
251
- | No log | 5.0633 | 400 | 0.9182 | 0.4655 | 0.9182 | 0.9582 |
252
- | No log | 5.0886 | 402 | 0.9059 | 0.4647 | 0.9059 | 0.9518 |
253
- | No log | 5.1139 | 404 | 0.9430 | 0.4834 | 0.9430 | 0.9711 |
254
- | No log | 5.1392 | 406 | 1.0115 | 0.4722 | 1.0115 | 1.0057 |
255
- | No log | 5.1646 | 408 | 1.0129 | 0.4414 | 1.0129 | 1.0064 |
256
- | No log | 5.1899 | 410 | 0.9658 | 0.4732 | 0.9658 | 0.9827 |
257
- | No log | 5.2152 | 412 | 0.9796 | 0.4539 | 0.9796 | 0.9897 |
258
- | No log | 5.2405 | 414 | 0.9606 | 0.4539 | 0.9606 | 0.9801 |
259
- | No log | 5.2658 | 416 | 0.9636 | 0.4705 | 0.9636 | 0.9816 |
260
- | No log | 5.2911 | 418 | 0.9327 | 0.4933 | 0.9327 | 0.9658 |
261
- | No log | 5.3165 | 420 | 0.7978 | 0.5245 | 0.7978 | 0.8932 |
262
- | No log | 5.3418 | 422 | 0.7368 | 0.5711 | 0.7368 | 0.8584 |
263
- | No log | 5.3671 | 424 | 0.7362 | 0.6368 | 0.7362 | 0.8580 |
264
- | No log | 5.3924 | 426 | 0.7400 | 0.6106 | 0.7400 | 0.8603 |
265
- | No log | 5.4177 | 428 | 0.7413 | 0.6151 | 0.7413 | 0.8610 |
266
- | No log | 5.4430 | 430 | 0.7781 | 0.5648 | 0.7781 | 0.8821 |
267
- | No log | 5.4684 | 432 | 0.8624 | 0.5592 | 0.8624 | 0.9286 |
268
- | No log | 5.4937 | 434 | 0.9271 | 0.5027 | 0.9271 | 0.9629 |
269
- | No log | 5.5190 | 436 | 0.9293 | 0.4638 | 0.9293 | 0.9640 |
270
- | No log | 5.5443 | 438 | 0.9461 | 0.4322 | 0.9461 | 0.9727 |
271
- | No log | 5.5696 | 440 | 0.8718 | 0.5600 | 0.8718 | 0.9337 |
272
- | No log | 5.5949 | 442 | 0.8246 | 0.5624 | 0.8246 | 0.9080 |
273
- | No log | 5.6203 | 444 | 0.8240 | 0.5708 | 0.8240 | 0.9078 |
274
- | No log | 5.6456 | 446 | 0.8836 | 0.5027 | 0.8836 | 0.9400 |
275
- | No log | 5.6709 | 448 | 0.8900 | 0.5061 | 0.8900 | 0.9434 |
276
- | No log | 5.6962 | 450 | 0.8157 | 0.5860 | 0.8157 | 0.9032 |
277
- | No log | 5.7215 | 452 | 0.7988 | 0.5350 | 0.7988 | 0.8938 |
278
- | No log | 5.7468 | 454 | 0.8175 | 0.4777 | 0.8175 | 0.9042 |
279
- | No log | 5.7722 | 456 | 0.8502 | 0.5186 | 0.8502 | 0.9221 |
280
- | No log | 5.7975 | 458 | 0.8663 | 0.4787 | 0.8663 | 0.9308 |
281
- | No log | 5.8228 | 460 | 0.9296 | 0.4637 | 0.9296 | 0.9641 |
282
- | No log | 5.8481 | 462 | 1.0200 | 0.4418 | 1.0200 | 1.0099 |
283
- | No log | 5.8734 | 464 | 1.0411 | 0.3892 | 1.0411 | 1.0203 |
284
- | No log | 5.8987 | 466 | 1.0844 | 0.3792 | 1.0844 | 1.0414 |
285
- | No log | 5.9241 | 468 | 1.0307 | 0.4252 | 1.0307 | 1.0152 |
286
- | No log | 5.9494 | 470 | 0.9989 | 0.4167 | 0.9989 | 0.9995 |
287
- | No log | 5.9747 | 472 | 0.9409 | 0.4107 | 0.9409 | 0.9700 |
288
- | No log | 6.0 | 474 | 0.9004 | 0.4665 | 0.9004 | 0.9489 |
289
- | No log | 6.0253 | 476 | 0.8851 | 0.4893 | 0.8851 | 0.9408 |
290
- | No log | 6.0506 | 478 | 0.8849 | 0.4568 | 0.8849 | 0.9407 |
291
- | No log | 6.0759 | 480 | 0.9051 | 0.5000 | 0.9051 | 0.9513 |
292
- | No log | 6.1013 | 482 | 0.9758 | 0.5002 | 0.9758 | 0.9879 |
293
- | No log | 6.1266 | 484 | 1.1138 | 0.5300 | 1.1138 | 1.0554 |
294
- | No log | 6.1519 | 486 | 1.0441 | 0.4963 | 1.0441 | 1.0218 |
295
- | No log | 6.1772 | 488 | 0.8633 | 0.5354 | 0.8633 | 0.9292 |
296
- | No log | 6.2025 | 490 | 0.7877 | 0.4754 | 0.7877 | 0.8875 |
297
- | No log | 6.2278 | 492 | 0.7875 | 0.4331 | 0.7875 | 0.8874 |
298
- | No log | 6.2532 | 494 | 0.8066 | 0.4202 | 0.8066 | 0.8981 |
299
- | No log | 6.2785 | 496 | 0.8805 | 0.5190 | 0.8805 | 0.9384 |
300
- | No log | 6.3038 | 498 | 1.0405 | 0.4669 | 1.0405 | 1.0201 |
301
- | 0.3617 | 6.3291 | 500 | 1.1243 | 0.4669 | 1.1243 | 1.0603 |
302
- | 0.3617 | 6.3544 | 502 | 1.1740 | 0.3970 | 1.1740 | 1.0835 |
303
- | 0.3617 | 6.3797 | 504 | 1.1175 | 0.4344 | 1.1175 | 1.0571 |
304
- | 0.3617 | 6.4051 | 506 | 1.0310 | 0.3785 | 1.0310 | 1.0154 |
305
- | 0.3617 | 6.4304 | 508 | 1.0132 | 0.3868 | 1.0132 | 1.0066 |
306
- | 0.3617 | 6.4557 | 510 | 0.9376 | 0.4565 | 0.9376 | 0.9683 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.8046
19
+ - Qwk: 0.4851
20
+ - Mse: 0.8046
21
+ - Rmse: 0.8970
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0235 | 2 | 4.6910 | 0.0042 | 4.6910 | 2.1659 |
53
+ | No log | 0.0471 | 4 | 3.1175 | -0.0274 | 3.1175 | 1.7657 |
54
+ | No log | 0.0706 | 6 | 1.6282 | 0.0372 | 1.6282 | 1.2760 |
55
+ | No log | 0.0941 | 8 | 1.4815 | -0.0046 | 1.4815 | 1.2172 |
56
+ | No log | 0.1176 | 10 | 1.6961 | -0.0061 | 1.6961 | 1.3023 |
57
+ | No log | 0.1412 | 12 | 1.2889 | 0.0914 | 1.2889 | 1.1353 |
58
+ | No log | 0.1647 | 14 | 1.1952 | 0.1814 | 1.1952 | 1.0933 |
59
+ | No log | 0.1882 | 16 | 1.1958 | 0.0872 | 1.1958 | 1.0935 |
60
+ | No log | 0.2118 | 18 | 1.2224 | 0.2155 | 1.2224 | 1.1056 |
61
+ | No log | 0.2353 | 20 | 1.2283 | 0.3243 | 1.2283 | 1.1083 |
62
+ | No log | 0.2588 | 22 | 1.1258 | 0.3602 | 1.1258 | 1.0610 |
63
+ | No log | 0.2824 | 24 | 1.0471 | 0.2643 | 1.0471 | 1.0233 |
64
+ | No log | 0.3059 | 26 | 1.0586 | 0.3681 | 1.0586 | 1.0289 |
65
+ | No log | 0.3294 | 28 | 1.1548 | 0.2918 | 1.1548 | 1.0746 |
66
+ | No log | 0.3529 | 30 | 1.1011 | 0.2673 | 1.1011 | 1.0493 |
67
+ | No log | 0.3765 | 32 | 1.0955 | 0.2490 | 1.0955 | 1.0467 |
68
+ | No log | 0.4 | 34 | 1.0604 | 0.2681 | 1.0604 | 1.0298 |
69
+ | No log | 0.4235 | 36 | 1.1563 | 0.3491 | 1.1563 | 1.0753 |
70
+ | No log | 0.4471 | 38 | 1.1041 | 0.2786 | 1.1041 | 1.0507 |
71
+ | No log | 0.4706 | 40 | 1.0590 | 0.4444 | 1.0590 | 1.0291 |
72
+ | No log | 0.4941 | 42 | 0.9744 | 0.3404 | 0.9744 | 0.9871 |
73
+ | No log | 0.5176 | 44 | 0.9540 | 0.3771 | 0.9540 | 0.9767 |
74
+ | No log | 0.5412 | 46 | 0.9354 | 0.3771 | 0.9354 | 0.9672 |
75
+ | No log | 0.5647 | 48 | 0.9126 | 0.4737 | 0.9126 | 0.9553 |
76
+ | No log | 0.5882 | 50 | 0.9086 | 0.4945 | 0.9086 | 0.9532 |
77
+ | No log | 0.6118 | 52 | 0.8954 | 0.4930 | 0.8954 | 0.9462 |
78
+ | No log | 0.6353 | 54 | 0.8925 | 0.4604 | 0.8925 | 0.9447 |
79
+ | No log | 0.6588 | 56 | 0.9874 | 0.4490 | 0.9874 | 0.9937 |
80
+ | No log | 0.6824 | 58 | 1.0950 | 0.4705 | 1.0950 | 1.0464 |
81
+ | No log | 0.7059 | 60 | 1.0086 | 0.5150 | 1.0086 | 1.0043 |
82
+ | No log | 0.7294 | 62 | 0.8665 | 0.4694 | 0.8665 | 0.9309 |
83
+ | No log | 0.7529 | 64 | 0.8241 | 0.5102 | 0.8241 | 0.9078 |
84
+ | No log | 0.7765 | 66 | 0.8182 | 0.4978 | 0.8182 | 0.9046 |
85
+ | No log | 0.8 | 68 | 0.8288 | 0.5216 | 0.8288 | 0.9104 |
86
+ | No log | 0.8235 | 70 | 0.7672 | 0.5054 | 0.7672 | 0.8759 |
87
+ | No log | 0.8471 | 72 | 0.7460 | 0.6044 | 0.7460 | 0.8637 |
88
+ | No log | 0.8706 | 74 | 0.7454 | 0.6343 | 0.7454 | 0.8634 |
89
+ | No log | 0.8941 | 76 | 0.7849 | 0.6131 | 0.7849 | 0.8860 |
90
+ | No log | 0.9176 | 78 | 0.9287 | 0.5605 | 0.9287 | 0.9637 |
91
+ | No log | 0.9412 | 80 | 0.9326 | 0.5754 | 0.9326 | 0.9657 |
92
+ | No log | 0.9647 | 82 | 0.9130 | 0.5605 | 0.9130 | 0.9555 |
93
+ | No log | 0.9882 | 84 | 0.9981 | 0.5659 | 0.9981 | 0.9991 |
94
+ | No log | 1.0118 | 86 | 0.8794 | 0.5702 | 0.8794 | 0.9378 |
95
+ | No log | 1.0353 | 88 | 0.8329 | 0.5712 | 0.8329 | 0.9127 |
96
+ | No log | 1.0588 | 90 | 0.7927 | 0.5648 | 0.7927 | 0.8903 |
97
+ | No log | 1.0824 | 92 | 0.7685 | 0.5646 | 0.7685 | 0.8766 |
98
+ | No log | 1.1059 | 94 | 0.7853 | 0.4853 | 0.7853 | 0.8862 |
99
+ | No log | 1.1294 | 96 | 0.7785 | 0.5026 | 0.7785 | 0.8823 |
100
+ | No log | 1.1529 | 98 | 0.7490 | 0.5735 | 0.7490 | 0.8654 |
101
+ | No log | 1.1765 | 100 | 0.7467 | 0.5571 | 0.7467 | 0.8641 |
102
+ | No log | 1.2 | 102 | 0.9169 | 0.5899 | 0.9169 | 0.9576 |
103
+ | No log | 1.2235 | 104 | 1.0799 | 0.5273 | 1.0799 | 1.0392 |
104
+ | No log | 1.2471 | 106 | 1.1364 | 0.5273 | 1.1364 | 1.0660 |
105
+ | No log | 1.2706 | 108 | 0.8970 | 0.5769 | 0.8970 | 0.9471 |
106
+ | No log | 1.2941 | 110 | 0.7581 | 0.6038 | 0.7581 | 0.8707 |
107
+ | No log | 1.3176 | 112 | 0.7452 | 0.5632 | 0.7452 | 0.8632 |
108
+ | No log | 1.3412 | 114 | 0.7426 | 0.5699 | 0.7426 | 0.8618 |
109
+ | No log | 1.3647 | 116 | 0.7647 | 0.5545 | 0.7647 | 0.8744 |
110
+ | No log | 1.3882 | 118 | 0.7852 | 0.5498 | 0.7852 | 0.8861 |
111
+ | No log | 1.4118 | 120 | 0.7808 | 0.5572 | 0.7808 | 0.8836 |
112
+ | No log | 1.4353 | 122 | 0.8102 | 0.6012 | 0.8102 | 0.9001 |
113
+ | No log | 1.4588 | 124 | 1.0506 | 0.5710 | 1.0506 | 1.0250 |
114
+ | No log | 1.4824 | 126 | 1.0456 | 0.5729 | 1.0456 | 1.0226 |
115
+ | No log | 1.5059 | 128 | 0.8289 | 0.5580 | 0.8289 | 0.9104 |
116
+ | No log | 1.5294 | 130 | 0.8726 | 0.5730 | 0.8726 | 0.9341 |
117
+ | No log | 1.5529 | 132 | 0.8489 | 0.5631 | 0.8489 | 0.9214 |
118
+ | No log | 1.5765 | 134 | 0.7600 | 0.5550 | 0.7600 | 0.8718 |
119
+ | No log | 1.6 | 136 | 1.2128 | 0.5336 | 1.2128 | 1.1013 |
120
+ | No log | 1.6235 | 138 | 1.6312 | 0.3265 | 1.6312 | 1.2772 |
121
+ | No log | 1.6471 | 140 | 1.5043 | 0.3058 | 1.5043 | 1.2265 |
122
+ | No log | 1.6706 | 142 | 1.1280 | 0.4654 | 1.1280 | 1.0621 |
123
+ | No log | 1.6941 | 144 | 0.7438 | 0.5862 | 0.7438 | 0.8625 |
124
+ | No log | 1.7176 | 146 | 0.7437 | 0.5909 | 0.7437 | 0.8624 |
125
+ | No log | 1.7412 | 148 | 0.7080 | 0.6605 | 0.7080 | 0.8414 |
126
+ | No log | 1.7647 | 150 | 0.7329 | 0.5070 | 0.7329 | 0.8561 |
127
+ | No log | 1.7882 | 152 | 0.9075 | 0.5976 | 0.9075 | 0.9526 |
128
+ | No log | 1.8118 | 154 | 1.0260 | 0.5763 | 1.0260 | 1.0129 |
129
+ | No log | 1.8353 | 156 | 0.8291 | 0.5826 | 0.8291 | 0.9105 |
130
+ | No log | 1.8588 | 158 | 0.6786 | 0.5570 | 0.6786 | 0.8238 |
131
+ | No log | 1.8824 | 160 | 0.6564 | 0.6756 | 0.6564 | 0.8102 |
132
+ | No log | 1.9059 | 162 | 0.6666 | 0.6015 | 0.6666 | 0.8165 |
133
+ | No log | 1.9294 | 164 | 0.7700 | 0.5708 | 0.7700 | 0.8775 |
134
+ | No log | 1.9529 | 166 | 0.9759 | 0.4939 | 0.9759 | 0.9879 |
135
+ | No log | 1.9765 | 168 | 1.0079 | 0.4477 | 1.0079 | 1.0040 |
136
+ | No log | 2.0 | 170 | 0.8872 | 0.5485 | 0.8872 | 0.9419 |
137
+ | No log | 2.0235 | 172 | 0.7282 | 0.6196 | 0.7282 | 0.8533 |
138
+ | No log | 2.0471 | 174 | 0.6490 | 0.6769 | 0.6490 | 0.8056 |
139
+ | No log | 2.0706 | 176 | 0.6155 | 0.7080 | 0.6155 | 0.7845 |
140
+ | No log | 2.0941 | 178 | 0.6158 | 0.7157 | 0.6158 | 0.7847 |
141
+ | No log | 2.1176 | 180 | 0.6225 | 0.6460 | 0.6225 | 0.7890 |
142
+ | No log | 2.1412 | 182 | 0.7116 | 0.6369 | 0.7116 | 0.8436 |
143
+ | No log | 2.1647 | 184 | 0.7057 | 0.6195 | 0.7057 | 0.8400 |
144
+ | No log | 2.1882 | 186 | 0.6527 | 0.5622 | 0.6527 | 0.8079 |
145
+ | No log | 2.2118 | 188 | 0.6634 | 0.6017 | 0.6634 | 0.8145 |
146
+ | No log | 2.2353 | 190 | 0.6354 | 0.6561 | 0.6354 | 0.7971 |
147
+ | No log | 2.2588 | 192 | 0.6593 | 0.6356 | 0.6593 | 0.8120 |
148
+ | No log | 2.2824 | 194 | 0.7774 | 0.5719 | 0.7774 | 0.8817 |
149
+ | No log | 2.3059 | 196 | 0.9931 | 0.5392 | 0.9931 | 0.9966 |
150
+ | No log | 2.3294 | 198 | 1.0199 | 0.5583 | 1.0199 | 1.0099 |
151
+ | No log | 2.3529 | 200 | 0.8153 | 0.5719 | 0.8153 | 0.9029 |
152
+ | No log | 2.3765 | 202 | 0.6666 | 0.6154 | 0.6666 | 0.8165 |
153
+ | No log | 2.4 | 204 | 0.6639 | 0.6319 | 0.6639 | 0.8148 |
154
+ | No log | 2.4235 | 206 | 0.8097 | 0.5614 | 0.8097 | 0.8998 |
155
+ | No log | 2.4471 | 208 | 0.9692 | 0.5583 | 0.9692 | 0.9845 |
156
+ | No log | 2.4706 | 210 | 0.9481 | 0.5486 | 0.9481 | 0.9737 |
157
+ | No log | 2.4941 | 212 | 0.9027 | 0.5486 | 0.9027 | 0.9501 |
158
+ | No log | 2.5176 | 214 | 0.7229 | 0.6228 | 0.7229 | 0.8502 |
159
+ | No log | 2.5412 | 216 | 0.6752 | 0.6559 | 0.6752 | 0.8217 |
160
+ | No log | 2.5647 | 218 | 0.6995 | 0.6518 | 0.6995 | 0.8363 |
161
+ | No log | 2.5882 | 220 | 0.8144 | 0.5322 | 0.8144 | 0.9025 |
162
+ | No log | 2.6118 | 222 | 1.0301 | 0.5206 | 1.0301 | 1.0150 |
163
+ | No log | 2.6353 | 224 | 0.9696 | 0.5055 | 0.9696 | 0.9847 |
164
+ | No log | 2.6588 | 226 | 0.7473 | 0.5426 | 0.7473 | 0.8645 |
165
+ | No log | 2.6824 | 228 | 0.7015 | 0.5987 | 0.7015 | 0.8376 |
166
+ | No log | 2.7059 | 230 | 0.7394 | 0.5515 | 0.7394 | 0.8599 |
167
+ | No log | 2.7294 | 232 | 0.9075 | 0.4883 | 0.9075 | 0.9526 |
168
+ | No log | 2.7529 | 234 | 1.1942 | 0.4968 | 1.1942 | 1.0928 |
169
+ | No log | 2.7765 | 236 | 1.1217 | 0.5065 | 1.1217 | 1.0591 |
170
+ | No log | 2.8 | 238 | 0.8189 | 0.5408 | 0.8189 | 0.9049 |
171
+ | No log | 2.8235 | 240 | 0.6503 | 0.6709 | 0.6503 | 0.8064 |
172
+ | No log | 2.8471 | 242 | 0.6618 | 0.6540 | 0.6618 | 0.8135 |
173
+ | No log | 2.8706 | 244 | 0.7004 | 0.6319 | 0.7004 | 0.8369 |
174
+ | No log | 2.8941 | 246 | 0.8550 | 0.4824 | 0.8550 | 0.9247 |
175
+ | No log | 2.9176 | 248 | 1.0334 | 0.5016 | 1.0334 | 1.0166 |
176
+ | No log | 2.9412 | 250 | 1.0454 | 0.5016 | 1.0454 | 1.0224 |
177
+ | No log | 2.9647 | 252 | 0.9152 | 0.4603 | 0.9152 | 0.9567 |
178
+ | No log | 2.9882 | 254 | 0.8013 | 0.5769 | 0.8013 | 0.8952 |
179
+ | No log | 3.0118 | 256 | 0.8000 | 0.5769 | 0.8000 | 0.8944 |
180
+ | No log | 3.0353 | 258 | 0.9289 | 0.5384 | 0.9289 | 0.9638 |
181
+ | No log | 3.0588 | 260 | 1.1426 | 0.4724 | 1.1426 | 1.0689 |
182
+ | No log | 3.0824 | 262 | 1.1315 | 0.5191 | 1.1315 | 1.0637 |
183
+ | No log | 3.1059 | 264 | 0.9209 | 0.5591 | 0.9209 | 0.9597 |
184
+ | No log | 3.1294 | 266 | 0.8149 | 0.5800 | 0.8149 | 0.9027 |
185
+ | No log | 3.1529 | 268 | 0.7846 | 0.5182 | 0.7846 | 0.8858 |
186
+ | No log | 3.1765 | 270 | 0.7834 | 0.5153 | 0.7834 | 0.8851 |
187
+ | No log | 3.2 | 272 | 0.7728 | 0.5510 | 0.7728 | 0.8791 |
188
+ | No log | 3.2235 | 274 | 0.8061 | 0.5444 | 0.8061 | 0.8978 |
189
+ | No log | 3.2471 | 276 | 0.7865 | 0.5531 | 0.7865 | 0.8868 |
190
+ | No log | 3.2706 | 278 | 0.6609 | 0.6217 | 0.6609 | 0.8130 |
191
+ | No log | 3.2941 | 280 | 0.6281 | 0.6163 | 0.6281 | 0.7925 |
192
+ | No log | 3.3176 | 282 | 0.6213 | 0.5997 | 0.6213 | 0.7882 |
193
+ | No log | 3.3412 | 284 | 0.6658 | 0.6388 | 0.6658 | 0.8160 |
194
+ | No log | 3.3647 | 286 | 0.8315 | 0.5748 | 0.8315 | 0.9118 |
195
+ | No log | 3.3882 | 288 | 0.9602 | 0.5214 | 0.9602 | 0.9799 |
196
+ | No log | 3.4118 | 290 | 0.9038 | 0.5548 | 0.9038 | 0.9507 |
197
+ | No log | 3.4353 | 292 | 0.8030 | 0.5487 | 0.8030 | 0.8961 |
198
+ | No log | 3.4588 | 294 | 0.7313 | 0.5264 | 0.7313 | 0.8551 |
199
+ | No log | 3.4824 | 296 | 0.7656 | 0.5118 | 0.7656 | 0.8750 |
200
+ | No log | 3.5059 | 298 | 0.8188 | 0.5306 | 0.8188 | 0.9049 |
201
+ | No log | 3.5294 | 300 | 0.7826 | 0.5326 | 0.7826 | 0.8846 |
202
+ | No log | 3.5529 | 302 | 0.7083 | 0.5495 | 0.7083 | 0.8416 |
203
+ | No log | 3.5765 | 304 | 0.6844 | 0.6131 | 0.6844 | 0.8273 |
204
+ | No log | 3.6 | 306 | 0.7483 | 0.5600 | 0.7483 | 0.8651 |
205
+ | No log | 3.6235 | 308 | 0.9821 | 0.5703 | 0.9821 | 0.9910 |
206
+ | No log | 3.6471 | 310 | 1.0223 | 0.5681 | 1.0223 | 1.0111 |
207
+ | No log | 3.6706 | 312 | 0.9174 | 0.5626 | 0.9174 | 0.9578 |
208
+ | No log | 3.6941 | 314 | 0.9011 | 0.5548 | 0.9011 | 0.9492 |
209
+ | No log | 3.7176 | 316 | 0.7846 | 0.5276 | 0.7846 | 0.8858 |
210
+ | No log | 3.7412 | 318 | 0.7479 | 0.5585 | 0.7479 | 0.8648 |
211
+ | No log | 3.7647 | 320 | 0.7769 | 0.4954 | 0.7769 | 0.8814 |
212
+ | No log | 3.7882 | 322 | 0.7898 | 0.5111 | 0.7898 | 0.8887 |
213
+ | No log | 3.8118 | 324 | 0.7845 | 0.5044 | 0.7845 | 0.8857 |
214
+ | No log | 3.8353 | 326 | 0.8243 | 0.54 | 0.8243 | 0.9079 |
215
+ | No log | 3.8588 | 328 | 0.9730 | 0.5347 | 0.9730 | 0.9864 |
216
+ | No log | 3.8824 | 330 | 1.0326 | 0.5402 | 1.0326 | 1.0162 |
217
+ | No log | 3.9059 | 332 | 0.9584 | 0.5262 | 0.9584 | 0.9790 |
218
+ | No log | 3.9294 | 334 | 0.8859 | 0.5056 | 0.8859 | 0.9412 |
219
+ | No log | 3.9529 | 336 | 0.8365 | 0.5056 | 0.8365 | 0.9146 |
220
+ | No log | 3.9765 | 338 | 0.7043 | 0.5424 | 0.7043 | 0.8392 |
221
+ | No log | 4.0 | 340 | 0.6610 | 0.6006 | 0.6610 | 0.8130 |
222
+ | No log | 4.0235 | 342 | 0.6859 | 0.5847 | 0.6859 | 0.8282 |
223
+ | No log | 4.0471 | 344 | 0.7678 | 0.5710 | 0.7678 | 0.8762 |
224
+ | No log | 4.0706 | 346 | 0.7283 | 0.5710 | 0.7283 | 0.8534 |
225
+ | No log | 4.0941 | 348 | 0.6768 | 0.6057 | 0.6768 | 0.8227 |
226
+ | No log | 4.1176 | 350 | 0.7046 | 0.6414 | 0.7046 | 0.8394 |
227
+ | No log | 4.1412 | 352 | 0.6817 | 0.6753 | 0.6817 | 0.8257 |
228
+ | No log | 4.1647 | 354 | 0.7221 | 0.5470 | 0.7221 | 0.8498 |
229
+ | No log | 4.1882 | 356 | 0.8107 | 0.5490 | 0.8107 | 0.9004 |
230
+ | No log | 4.2118 | 358 | 0.8468 | 0.4742 | 0.8468 | 0.9202 |
231
+ | No log | 4.2353 | 360 | 0.8897 | 0.4918 | 0.8897 | 0.9433 |
232
+ | No log | 4.2588 | 362 | 0.9287 | 0.4625 | 0.9287 | 0.9637 |
233
+ | No log | 4.2824 | 364 | 0.8917 | 0.4663 | 0.8917 | 0.9443 |
234
+ | No log | 4.3059 | 366 | 0.9437 | 0.5083 | 0.9437 | 0.9715 |
235
+ | No log | 4.3294 | 368 | 1.0006 | 0.4963 | 1.0006 | 1.0003 |
236
+ | No log | 4.3529 | 370 | 0.9684 | 0.5083 | 0.9684 | 0.9841 |
237
+ | No log | 4.3765 | 372 | 0.8429 | 0.5537 | 0.8429 | 0.9181 |
238
+ | No log | 4.4 | 374 | 0.7973 | 0.4808 | 0.7973 | 0.8929 |
239
+ | No log | 4.4235 | 376 | 0.8152 | 0.5045 | 0.8152 | 0.9029 |
240
+ | No log | 4.4471 | 378 | 0.8459 | 0.4826 | 0.8459 | 0.9197 |
241
+ | No log | 4.4706 | 380 | 0.9271 | 0.4545 | 0.9271 | 0.9629 |
242
+ | No log | 4.4941 | 382 | 0.9016 | 0.4545 | 0.9016 | 0.9495 |
243
+ | No log | 4.5176 | 384 | 0.8756 | 0.4655 | 0.8756 | 0.9357 |
244
+ | No log | 4.5412 | 386 | 0.8840 | 0.4972 | 0.8840 | 0.9402 |
245
+ | No log | 4.5647 | 388 | 0.9005 | 0.4655 | 0.9005 | 0.9490 |
246
+ | No log | 4.5882 | 390 | 0.8763 | 0.5000 | 0.8763 | 0.9361 |
247
+ | No log | 4.6118 | 392 | 0.8547 | 0.4754 | 0.8547 | 0.9245 |
248
+ | No log | 4.6353 | 394 | 0.8789 | 0.4519 | 0.8789 | 0.9375 |
249
+ | No log | 4.6588 | 396 | 0.8745 | 0.4291 | 0.8745 | 0.9352 |
250
+ | No log | 4.6824 | 398 | 0.8258 | 0.4871 | 0.8258 | 0.9087 |
251
+ | No log | 4.7059 | 400 | 0.8238 | 0.4764 | 0.8238 | 0.9076 |
252
+ | No log | 4.7294 | 402 | 0.8675 | 0.4378 | 0.8675 | 0.9314 |
253
+ | No log | 4.7529 | 404 | 0.8358 | 0.4416 | 0.8358 | 0.9142 |
254
+ | No log | 4.7765 | 406 | 0.8426 | 0.4507 | 0.8426 | 0.9179 |
255
+ | No log | 4.8 | 408 | 0.9389 | 0.4958 | 0.9389 | 0.9689 |
256
+ | No log | 4.8235 | 410 | 1.1025 | 0.4950 | 1.1025 | 1.0500 |
257
+ | No log | 4.8471 | 412 | 1.1524 | 0.4723 | 1.1524 | 1.0735 |
258
+ | No log | 4.8706 | 414 | 1.0093 | 0.5334 | 1.0093 | 1.0046 |
259
+ | No log | 4.8941 | 416 | 0.8377 | 0.4911 | 0.8377 | 0.9152 |
260
+ | No log | 4.9176 | 418 | 0.7389 | 0.5606 | 0.7389 | 0.8596 |
261
+ | No log | 4.9412 | 420 | 0.7305 | 0.5790 | 0.7305 | 0.8547 |
262
+ | No log | 4.9647 | 422 | 0.7283 | 0.5930 | 0.7283 | 0.8534 |
263
+ | No log | 4.9882 | 424 | 0.8457 | 0.4911 | 0.8457 | 0.9196 |
264
+ | No log | 5.0118 | 426 | 1.0981 | 0.4829 | 1.0981 | 1.0479 |
265
+ | No log | 5.0353 | 428 | 1.1947 | 0.4234 | 1.1947 | 1.0930 |
266
+ | No log | 5.0588 | 430 | 1.1108 | 0.4235 | 1.1108 | 1.0539 |
267
+ | No log | 5.0824 | 432 | 1.0177 | 0.4275 | 1.0177 | 1.0088 |
268
+ | No log | 5.1059 | 434 | 0.9027 | 0.4552 | 0.9027 | 0.9501 |
269
+ | No log | 5.1294 | 436 | 0.8592 | 0.4803 | 0.8592 | 0.9269 |
270
+ | No log | 5.1529 | 438 | 0.8769 | 0.4986 | 0.8769 | 0.9364 |
271
+ | No log | 5.1765 | 440 | 0.9939 | 0.5465 | 0.9939 | 0.9969 |
272
+ | No log | 5.2 | 442 | 1.0071 | 0.5066 | 1.0071 | 1.0035 |
273
+ | No log | 5.2235 | 444 | 0.8521 | 0.5851 | 0.8521 | 0.9231 |
274
+ | No log | 5.2471 | 446 | 0.7670 | 0.5823 | 0.7670 | 0.8758 |
275
+ | No log | 5.2706 | 448 | 0.6836 | 0.6546 | 0.6836 | 0.8268 |
276
+ | No log | 5.2941 | 450 | 0.6992 | 0.5875 | 0.6992 | 0.8362 |
277
+ | No log | 5.3176 | 452 | 0.8364 | 0.5403 | 0.8364 | 0.9146 |
278
+ | No log | 5.3412 | 454 | 0.9052 | 0.5080 | 0.9052 | 0.9514 |
279
+ | No log | 5.3647 | 456 | 0.8968 | 0.5207 | 0.8968 | 0.9470 |
280
+ | No log | 5.3882 | 458 | 0.8474 | 0.5334 | 0.8474 | 0.9206 |
281
+ | No log | 5.4118 | 460 | 0.7769 | 0.5470 | 0.7769 | 0.8814 |
282
+ | No log | 5.4353 | 462 | 0.7429 | 0.5663 | 0.7429 | 0.8619 |
283
+ | No log | 5.4588 | 464 | 0.7382 | 0.5585 | 0.7382 | 0.8592 |
284
+ | No log | 5.4824 | 466 | 0.7962 | 0.5577 | 0.7962 | 0.8923 |
285
+ | No log | 5.5059 | 468 | 0.8061 | 0.5577 | 0.8061 | 0.8978 |
286
+ | No log | 5.5294 | 470 | 0.8421 | 0.5719 | 0.8421 | 0.9177 |
287
+ | No log | 5.5529 | 472 | 0.7972 | 0.5685 | 0.7972 | 0.8929 |
288
+ | No log | 5.5765 | 474 | 0.7422 | 0.5495 | 0.7422 | 0.8615 |
289
+ | No log | 5.6 | 476 | 0.7514 | 0.5649 | 0.7514 | 0.8668 |
290
+ | No log | 5.6235 | 478 | 0.8242 | 0.5980 | 0.8242 | 0.9079 |
291
+ | No log | 5.6471 | 480 | 0.8348 | 0.5980 | 0.8348 | 0.9137 |
292
+ | No log | 5.6706 | 482 | 0.7750 | 0.5537 | 0.7750 | 0.8803 |
293
+ | No log | 5.6941 | 484 | 0.7393 | 0.5787 | 0.7393 | 0.8598 |
294
+ | No log | 5.7176 | 486 | 0.7727 | 0.5561 | 0.7727 | 0.8791 |
295
+ | No log | 5.7412 | 488 | 0.9142 | 0.5614 | 0.9142 | 0.9561 |
296
+ | No log | 5.7647 | 490 | 1.0086 | 0.5174 | 1.0086 | 1.0043 |
297
+ | No log | 5.7882 | 492 | 1.0133 | 0.5002 | 1.0133 | 1.0066 |
298
+ | No log | 5.8118 | 494 | 0.9341 | 0.4663 | 0.9341 | 0.9665 |
299
+ | No log | 5.8353 | 496 | 0.8876 | 0.4986 | 0.8876 | 0.9421 |
300
+ | No log | 5.8588 | 498 | 0.8392 | 0.5326 | 0.8392 | 0.9161 |
301
+ | 0.3698 | 5.8824 | 500 | 0.8506 | 0.5326 | 0.8506 | 0.9223 |
302
+ | 0.3698 | 5.9059 | 502 | 0.8755 | 0.5306 | 0.8755 | 0.9357 |
303
+ | 0.3698 | 5.9294 | 504 | 0.8705 | 0.5306 | 0.8705 | 0.9330 |
304
+ | 0.3698 | 5.9529 | 506 | 0.8321 | 0.5347 | 0.8321 | 0.9122 |
305
+ | 0.3698 | 5.9765 | 508 | 0.8228 | 0.5014 | 0.8228 | 0.9071 |
306
+ | 0.3698 | 6.0 | 510 | 0.8334 | 0.4952 | 0.8334 | 0.9129 |
307
+ | 0.3698 | 6.0235 | 512 | 0.7862 | 0.5317 | 0.7862 | 0.8867 |
308
+ | 0.3698 | 6.0471 | 514 | 0.7443 | 0.5585 | 0.7443 | 0.8627 |
309
+ | 0.3698 | 6.0706 | 516 | 0.7473 | 0.5537 | 0.7473 | 0.8644 |
310
+ | 0.3698 | 6.0941 | 518 | 0.8602 | 0.6083 | 0.8602 | 0.9275 |
311
+ | 0.3698 | 6.1176 | 520 | 1.0116 | 0.5105 | 1.0116 | 1.0058 |
312
+ | 0.3698 | 6.1412 | 522 | 1.1008 | 0.5343 | 1.1008 | 1.0492 |
313
+ | 0.3698 | 6.1647 | 524 | 1.0441 | 0.5398 | 1.0441 | 1.0218 |
314
+ | 0.3698 | 6.1882 | 526 | 0.8421 | 0.5156 | 0.8421 | 0.9176 |
315
+ | 0.3698 | 6.2118 | 528 | 0.7724 | 0.5368 | 0.7724 | 0.8789 |
316
+ | 0.3698 | 6.2353 | 530 | 0.7763 | 0.5368 | 0.7763 | 0.8811 |
317
+ | 0.3698 | 6.2588 | 532 | 0.8404 | 0.5156 | 0.8404 | 0.9167 |
318
+ | 0.3698 | 6.2824 | 534 | 0.9524 | 0.5165 | 0.9524 | 0.9759 |
319
+ | 0.3698 | 6.3059 | 536 | 0.9552 | 0.4685 | 0.9552 | 0.9773 |
320
+ | 0.3698 | 6.3294 | 538 | 0.8561 | 0.5000 | 0.8561 | 0.9253 |
321
+ | 0.3698 | 6.3529 | 540 | 0.8046 | 0.4851 | 0.8046 | 0.8970 |
322
 
323
 
324
  ### Framework versions