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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_task1_organization

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  1. README.md +298 -529
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_task1_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_task1_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: 0.6784
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- - Qwk: 0.7467
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- - Mse: 0.6784
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- - Rmse: 0.8236
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  ## Model description
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@@ -47,529 +47,298 @@ The following hyperparameters were used during training:
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  ### Training results
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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 | 6.7857 | 0.0242 | 6.7857 | 2.6049 |
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- | No log | 0.0506 | 4 | 4.3589 | 0.0779 | 4.3589 | 2.0878 |
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- | No log | 0.0759 | 6 | 3.1372 | 0.0833 | 3.1372 | 1.7712 |
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- | No log | 0.1013 | 8 | 2.5515 | 0.1224 | 2.5515 | 1.5974 |
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- | No log | 0.1266 | 10 | 2.4784 | 0.1203 | 2.4784 | 1.5743 |
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- | No log | 0.1519 | 12 | 1.9793 | 0.1488 | 1.9793 | 1.4069 |
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- | No log | 0.1772 | 14 | 1.7758 | 0.2243 | 1.7758 | 1.3326 |
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- | No log | 0.2025 | 16 | 1.9892 | 0.1709 | 1.9892 | 1.4104 |
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- | No log | 0.2278 | 18 | 2.7325 | 0.0261 | 2.7325 | 1.6530 |
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- | No log | 0.2532 | 20 | 3.0636 | 0.0385 | 3.0636 | 1.7503 |
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- | No log | 0.2785 | 22 | 2.7727 | 0.0385 | 2.7727 | 1.6651 |
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- | No log | 0.3038 | 24 | 2.3022 | 0.0833 | 2.3022 | 1.5173 |
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- | No log | 0.3291 | 26 | 1.8462 | 0.1982 | 1.8462 | 1.3588 |
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- | No log | 0.3544 | 28 | 1.6835 | 0.2037 | 1.6835 | 1.2975 |
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- | No log | 0.3797 | 30 | 1.6335 | 0.1296 | 1.6335 | 1.2781 |
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- | No log | 0.4051 | 32 | 1.7541 | 0.1368 | 1.7541 | 1.3244 |
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- | No log | 0.4304 | 34 | 1.9797 | 0.2590 | 1.9797 | 1.4070 |
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- | No log | 0.4557 | 36 | 2.3098 | 0.2282 | 2.3098 | 1.5198 |
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- | No log | 0.4810 | 38 | 2.5870 | 0.1472 | 2.5870 | 1.6084 |
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- | No log | 0.5063 | 40 | 2.8259 | 0.1317 | 2.8259 | 1.6810 |
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- | No log | 0.5316 | 42 | 2.7603 | 0.1125 | 2.7603 | 1.6614 |
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- | No log | 0.5570 | 44 | 2.6783 | 0.1519 | 2.6783 | 1.6366 |
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- | No log | 0.5823 | 46 | 2.8880 | 0.1227 | 2.8880 | 1.6994 |
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- | No log | 0.6076 | 48 | 2.7074 | 0.1258 | 2.7074 | 1.6454 |
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- | No log | 0.6329 | 50 | 1.9306 | 0.3022 | 1.9306 | 1.3895 |
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- | No log | 0.6582 | 52 | 1.5052 | 0.3780 | 1.5052 | 1.2268 |
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- | No log | 0.6835 | 54 | 1.3918 | 0.35 | 1.3918 | 1.1798 |
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- | No log | 0.7089 | 56 | 1.4780 | 0.2787 | 1.4780 | 1.2157 |
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- | No log | 0.7342 | 58 | 1.3182 | 0.3361 | 1.3182 | 1.1481 |
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- | No log | 0.7595 | 60 | 1.3245 | 0.3684 | 1.3245 | 1.1509 |
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- | No log | 0.7848 | 62 | 1.4264 | 0.3684 | 1.4264 | 1.1943 |
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- | No log | 0.8101 | 64 | 1.5881 | 0.3167 | 1.5881 | 1.2602 |
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- | No log | 0.8354 | 66 | 1.6182 | 0.4 | 1.6182 | 1.2721 |
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- | No log | 0.8608 | 68 | 1.7287 | 0.3256 | 1.7287 | 1.3148 |
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- | No log | 0.8861 | 70 | 1.9216 | 0.2535 | 1.9216 | 1.3862 |
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- | No log | 0.9114 | 72 | 1.8573 | 0.2535 | 1.8573 | 1.3628 |
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- | No log | 0.9367 | 74 | 1.7683 | 0.3404 | 1.7683 | 1.3298 |
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- | No log | 0.9620 | 76 | 1.7633 | 0.3688 | 1.7633 | 1.3279 |
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- | No log | 0.9873 | 78 | 1.8995 | 0.3265 | 1.8995 | 1.3782 |
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- | No log | 1.0127 | 80 | 1.7673 | 0.3889 | 1.7673 | 1.3294 |
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- | No log | 1.0380 | 82 | 1.4310 | 0.4511 | 1.4310 | 1.1962 |
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- | No log | 1.0633 | 84 | 1.1734 | 0.4923 | 1.1734 | 1.0833 |
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- | No log | 1.0886 | 86 | 1.0907 | 0.5397 | 1.0907 | 1.0444 |
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- | No log | 1.1139 | 88 | 1.1550 | 0.4882 | 1.1550 | 1.0747 |
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- | No log | 1.1392 | 90 | 1.1177 | 0.4754 | 1.1177 | 1.0572 |
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- | No log | 1.1646 | 92 | 1.0915 | 0.4628 | 1.0915 | 1.0447 |
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- | No log | 1.1899 | 94 | 1.1098 | 0.4500 | 1.1098 | 1.0535 |
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- | No log | 1.2152 | 96 | 1.0891 | 0.5397 | 1.0891 | 1.0436 |
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- | No log | 1.2405 | 98 | 1.1506 | 0.5152 | 1.1506 | 1.0726 |
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- | No log | 1.2658 | 100 | 1.0311 | 0.6222 | 1.0311 | 1.0154 |
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- | No log | 1.2911 | 102 | 0.9618 | 0.6154 | 0.9618 | 0.9807 |
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- | No log | 1.3165 | 104 | 0.9400 | 0.5984 | 0.9400 | 0.9695 |
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- | No log | 1.3418 | 106 | 0.9809 | 0.5203 | 0.9809 | 0.9904 |
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- | No log | 1.3671 | 108 | 1.0687 | 0.4921 | 1.0687 | 1.0338 |
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- | No log | 1.3924 | 110 | 1.1094 | 0.5263 | 1.1094 | 1.0533 |
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- | No log | 1.4177 | 112 | 1.0355 | 0.5191 | 1.0355 | 1.0176 |
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- | No log | 1.4430 | 114 | 0.8875 | 0.5954 | 0.8875 | 0.9421 |
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- | No log | 1.4684 | 116 | 0.8119 | 0.6615 | 0.8119 | 0.9011 |
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- | No log | 1.4937 | 118 | 0.8104 | 0.5692 | 0.8104 | 0.9002 |
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- | No log | 1.5190 | 120 | 0.8719 | 0.5564 | 0.8719 | 0.9338 |
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- | No log | 1.5443 | 122 | 0.8368 | 0.5606 | 0.8368 | 0.9148 |
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- | No log | 1.5696 | 124 | 0.8242 | 0.6324 | 0.8242 | 0.9079 |
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- | No log | 1.5949 | 126 | 0.7977 | 0.6901 | 0.7977 | 0.8931 |
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- | No log | 1.6203 | 128 | 0.8237 | 0.6528 | 0.8237 | 0.9076 |
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- | No log | 1.6456 | 130 | 1.0794 | 0.6452 | 1.0794 | 1.0389 |
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- | No log | 1.6709 | 132 | 1.1981 | 0.6467 | 1.1981 | 1.0946 |
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- | No log | 1.6962 | 134 | 0.9422 | 0.6536 | 0.9422 | 0.9707 |
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- | No log | 1.7215 | 136 | 0.7306 | 0.7310 | 0.7306 | 0.8547 |
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- | No log | 1.7468 | 138 | 0.7238 | 0.7313 | 0.7238 | 0.8508 |
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- | No log | 1.7722 | 140 | 0.7411 | 0.7176 | 0.7411 | 0.8609 |
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- | No log | 1.7975 | 142 | 0.7632 | 0.6719 | 0.7632 | 0.8736 |
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- | No log | 1.8228 | 144 | 0.7902 | 0.6719 | 0.7902 | 0.8889 |
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- | No log | 1.8481 | 146 | 0.8342 | 0.6822 | 0.8342 | 0.9134 |
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- | No log | 1.8734 | 148 | 0.8316 | 0.6562 | 0.8316 | 0.9119 |
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- | No log | 1.8987 | 150 | 0.7747 | 0.6870 | 0.7747 | 0.8802 |
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- | No log | 1.9241 | 152 | 0.6824 | 0.7273 | 0.6824 | 0.8261 |
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- | No log | 1.9494 | 154 | 0.6843 | 0.7383 | 0.6843 | 0.8272 |
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- | No log | 1.9747 | 156 | 1.0042 | 0.6380 | 1.0042 | 1.0021 |
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- | No log | 2.0 | 158 | 0.9704 | 0.6380 | 0.9704 | 0.9851 |
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- | No log | 2.0253 | 160 | 0.7569 | 0.7296 | 0.7569 | 0.8700 |
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- | No log | 2.0506 | 162 | 0.6739 | 0.7925 | 0.6739 | 0.8209 |
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- | No log | 2.0759 | 164 | 0.6956 | 0.7821 | 0.6956 | 0.8340 |
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- | No log | 2.1013 | 166 | 0.7622 | 0.7403 | 0.7622 | 0.8730 |
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- | No log | 2.1266 | 168 | 0.9959 | 0.6497 | 0.9959 | 0.9980 |
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- | No log | 2.1519 | 170 | 1.2041 | 0.6242 | 1.2041 | 1.0973 |
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- | No log | 2.1772 | 172 | 1.2963 | 0.5786 | 1.2963 | 1.1385 |
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- | No log | 2.2025 | 174 | 1.0582 | 0.6 | 1.0582 | 1.0287 |
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- | No log | 2.2278 | 176 | 0.7540 | 0.7310 | 0.7540 | 0.8684 |
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- | No log | 2.2532 | 178 | 0.7011 | 0.7338 | 0.7011 | 0.8373 |
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- | No log | 2.2785 | 180 | 0.6589 | 0.7465 | 0.6589 | 0.8117 |
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- | No log | 2.3038 | 182 | 0.6322 | 0.7465 | 0.6322 | 0.7951 |
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- | No log | 2.3291 | 184 | 0.6354 | 0.7467 | 0.6354 | 0.7971 |
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- | No log | 2.3544 | 186 | 0.6206 | 0.7429 | 0.6206 | 0.7878 |
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- | No log | 2.3797 | 188 | 0.6525 | 0.7586 | 0.6525 | 0.8078 |
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- | No log | 2.4051 | 190 | 0.6457 | 0.7586 | 0.6457 | 0.8036 |
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- | No log | 2.4304 | 192 | 0.6218 | 0.7534 | 0.6218 | 0.7885 |
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- | No log | 2.4557 | 194 | 0.6541 | 0.7671 | 0.6541 | 0.8088 |
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- | No log | 2.4810 | 196 | 0.6855 | 0.7671 | 0.6855 | 0.8279 |
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- | No log | 2.5063 | 198 | 0.7940 | 0.6757 | 0.7940 | 0.8911 |
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- | No log | 2.5316 | 200 | 0.8609 | 0.6962 | 0.8609 | 0.9279 |
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- | No log | 2.5570 | 202 | 0.7456 | 0.7089 | 0.7456 | 0.8635 |
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- | No log | 2.5823 | 204 | 0.6392 | 0.7568 | 0.6392 | 0.7995 |
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- | No log | 2.6076 | 206 | 0.6995 | 0.7383 | 0.6995 | 0.8364 |
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- | No log | 2.6329 | 208 | 0.7832 | 0.7568 | 0.7832 | 0.8850 |
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- | No log | 2.6582 | 210 | 0.8117 | 0.6944 | 0.8117 | 0.9009 |
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- | No log | 2.6835 | 212 | 0.8708 | 0.6133 | 0.8708 | 0.9332 |
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- | No log | 2.7089 | 214 | 0.8525 | 0.6133 | 0.8525 | 0.9233 |
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- | No log | 2.7342 | 216 | 0.7860 | 0.6857 | 0.7860 | 0.8866 |
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- | No log | 2.7595 | 218 | 0.8201 | 0.7068 | 0.8201 | 0.9056 |
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- | No log | 2.7848 | 220 | 0.8290 | 0.6866 | 0.8290 | 0.9105 |
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- | No log | 2.8101 | 222 | 0.8084 | 0.7164 | 0.8084 | 0.8991 |
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- | No log | 2.8354 | 224 | 0.7922 | 0.7111 | 0.7922 | 0.8901 |
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- | No log | 2.8608 | 226 | 0.7794 | 0.6567 | 0.7794 | 0.8828 |
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- | No log | 2.8861 | 228 | 0.7427 | 0.7429 | 0.7427 | 0.8618 |
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- | No log | 2.9114 | 230 | 0.7531 | 0.7376 | 0.7531 | 0.8678 |
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- | No log | 2.9367 | 232 | 0.7948 | 0.7376 | 0.7948 | 0.8915 |
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- | No log | 2.9620 | 234 | 0.8574 | 0.6812 | 0.8574 | 0.9259 |
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- | No log | 2.9873 | 236 | 0.8628 | 0.6906 | 0.8628 | 0.9289 |
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- | No log | 3.0127 | 238 | 0.8355 | 0.6963 | 0.8355 | 0.9141 |
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- | No log | 3.0380 | 240 | 0.8712 | 0.6767 | 0.8712 | 0.9334 |
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- | No log | 3.0633 | 242 | 0.9498 | 0.5846 | 0.9498 | 0.9746 |
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- | No log | 3.0886 | 244 | 0.9272 | 0.6286 | 0.9272 | 0.9629 |
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- | No log | 3.1139 | 246 | 0.7939 | 0.6769 | 0.7939 | 0.8910 |
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- | No log | 3.1392 | 248 | 0.7984 | 0.6917 | 0.7984 | 0.8935 |
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- | No log | 3.1646 | 250 | 0.8181 | 0.6818 | 0.8181 | 0.9045 |
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- | No log | 3.1899 | 252 | 0.7282 | 0.7218 | 0.7282 | 0.8533 |
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- | No log | 3.2152 | 254 | 0.7016 | 0.7218 | 0.7016 | 0.8376 |
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- | No log | 3.2405 | 256 | 0.7072 | 0.7218 | 0.7072 | 0.8410 |
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- | No log | 3.2658 | 258 | 0.6519 | 0.7338 | 0.6519 | 0.8074 |
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- | No log | 3.2911 | 260 | 0.6856 | 0.6970 | 0.6856 | 0.8280 |
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- | No log | 3.3165 | 262 | 0.7646 | 0.6316 | 0.7646 | 0.8744 |
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- | No log | 3.3418 | 264 | 0.7854 | 0.6 | 0.7854 | 0.8862 |
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- | No log | 3.3671 | 266 | 0.7338 | 0.6412 | 0.7338 | 0.8566 |
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- | No log | 3.3924 | 268 | 0.6774 | 0.7023 | 0.6774 | 0.8230 |
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- | No log | 3.4177 | 270 | 0.6702 | 0.7619 | 0.6702 | 0.8187 |
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- | No log | 3.4430 | 272 | 0.6535 | 0.7895 | 0.6535 | 0.8084 |
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- | No log | 3.4684 | 274 | 0.7724 | 0.6667 | 0.7724 | 0.8789 |
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- | No log | 3.4937 | 276 | 0.9204 | 0.6667 | 0.9204 | 0.9594 |
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- | No log | 3.5190 | 278 | 0.8337 | 0.6753 | 0.8337 | 0.9131 |
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- | No log | 3.5443 | 280 | 0.7056 | 0.7397 | 0.7056 | 0.8400 |
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- | No log | 3.5696 | 282 | 0.7140 | 0.7862 | 0.7140 | 0.8450 |
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- | No log | 3.5949 | 284 | 0.8120 | 0.7391 | 0.8120 | 0.9011 |
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- | No log | 3.6203 | 286 | 0.8401 | 0.7299 | 0.8401 | 0.9165 |
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- | No log | 3.6456 | 288 | 0.7869 | 0.7111 | 0.7869 | 0.8871 |
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- | No log | 3.6709 | 290 | 0.8472 | 0.5797 | 0.8472 | 0.9205 |
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- | No log | 3.6962 | 292 | 0.9216 | 0.6069 | 0.9216 | 0.9600 |
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- | No log | 3.7215 | 294 | 0.8473 | 0.6027 | 0.8473 | 0.9205 |
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- | No log | 3.7468 | 296 | 0.7199 | 0.6901 | 0.7199 | 0.8485 |
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- | No log | 3.7722 | 298 | 0.6712 | 0.7234 | 0.6712 | 0.8193 |
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- | No log | 3.7975 | 300 | 0.6546 | 0.7324 | 0.6546 | 0.8091 |
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- | No log | 3.8228 | 302 | 0.6621 | 0.7465 | 0.6621 | 0.8137 |
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- | No log | 3.8481 | 304 | 0.7461 | 0.7027 | 0.7461 | 0.8638 |
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- | No log | 3.8734 | 306 | 0.7091 | 0.7248 | 0.7091 | 0.8421 |
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- | No log | 3.8987 | 308 | 0.6456 | 0.7671 | 0.6456 | 0.8035 |
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- | No log | 3.9241 | 310 | 0.6354 | 0.7534 | 0.6354 | 0.7972 |
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- | No log | 3.9494 | 312 | 0.6211 | 0.7651 | 0.6211 | 0.7881 |
208
- | No log | 3.9747 | 314 | 0.6576 | 0.7467 | 0.6576 | 0.8109 |
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- | No log | 4.0 | 316 | 0.6873 | 0.7417 | 0.6873 | 0.8290 |
210
- | No log | 4.0253 | 318 | 0.7081 | 0.7333 | 0.7081 | 0.8415 |
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- | No log | 4.0506 | 320 | 0.8201 | 0.6757 | 0.8201 | 0.9056 |
212
- | No log | 4.0759 | 322 | 0.8477 | 0.6531 | 0.8477 | 0.9207 |
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- | No log | 4.1013 | 324 | 0.8366 | 0.6622 | 0.8366 | 0.9146 |
214
- | No log | 4.1266 | 326 | 0.7195 | 0.7162 | 0.7195 | 0.8482 |
215
- | No log | 4.1519 | 328 | 0.6951 | 0.7755 | 0.6951 | 0.8337 |
216
- | No log | 4.1772 | 330 | 0.6844 | 0.7838 | 0.6844 | 0.8273 |
217
- | No log | 4.2025 | 332 | 0.6616 | 0.7448 | 0.6616 | 0.8134 |
218
- | No log | 4.2278 | 334 | 0.6742 | 0.7448 | 0.6742 | 0.8211 |
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- | No log | 4.2532 | 336 | 0.6860 | 0.7448 | 0.6860 | 0.8282 |
220
- | No log | 4.2785 | 338 | 0.6891 | 0.7324 | 0.6891 | 0.8301 |
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- | No log | 4.3038 | 340 | 0.6842 | 0.7260 | 0.6842 | 0.8271 |
222
- | No log | 4.3291 | 342 | 0.6801 | 0.7368 | 0.6801 | 0.8247 |
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- | No log | 4.3544 | 344 | 0.6504 | 0.7724 | 0.6504 | 0.8065 |
224
- | No log | 4.3797 | 346 | 0.6867 | 0.7639 | 0.6867 | 0.8287 |
225
- | No log | 4.4051 | 348 | 0.6460 | 0.7552 | 0.6460 | 0.8038 |
226
- | No log | 4.4304 | 350 | 0.6075 | 0.7815 | 0.6075 | 0.7794 |
227
- | No log | 4.4557 | 352 | 0.6320 | 0.7517 | 0.6320 | 0.7950 |
228
- | No log | 4.4810 | 354 | 0.6732 | 0.7626 | 0.6732 | 0.8205 |
229
- | No log | 4.5063 | 356 | 0.7000 | 0.7338 | 0.7000 | 0.8366 |
230
- | No log | 4.5316 | 358 | 0.6836 | 0.7626 | 0.6836 | 0.8268 |
231
- | No log | 4.5570 | 360 | 0.6829 | 0.7297 | 0.6829 | 0.8264 |
232
- | No log | 4.5823 | 362 | 0.7396 | 0.7170 | 0.7396 | 0.8600 |
233
- | No log | 4.6076 | 364 | 0.7210 | 0.7170 | 0.7210 | 0.8491 |
234
- | No log | 4.6329 | 366 | 0.6396 | 0.7722 | 0.6396 | 0.7997 |
235
- | No log | 4.6582 | 368 | 0.7066 | 0.7467 | 0.7066 | 0.8406 |
236
- | No log | 4.6835 | 370 | 0.7842 | 0.7467 | 0.7842 | 0.8855 |
237
- | No log | 4.7089 | 372 | 0.8187 | 0.7383 | 0.8187 | 0.9048 |
238
- | No log | 4.7342 | 374 | 0.8252 | 0.7083 | 0.8252 | 0.9084 |
239
- | No log | 4.7595 | 376 | 0.7562 | 0.7432 | 0.7562 | 0.8696 |
240
- | No log | 4.7848 | 378 | 0.6967 | 0.7843 | 0.6967 | 0.8347 |
241
- | No log | 4.8101 | 380 | 0.7339 | 0.7733 | 0.7339 | 0.8567 |
242
- | No log | 4.8354 | 382 | 0.8050 | 0.6892 | 0.8050 | 0.8972 |
243
- | No log | 4.8608 | 384 | 0.7325 | 0.7534 | 0.7325 | 0.8559 |
244
- | No log | 4.8861 | 386 | 0.6340 | 0.7763 | 0.6340 | 0.7963 |
245
- | No log | 4.9114 | 388 | 0.5820 | 0.7821 | 0.5820 | 0.7629 |
246
- | No log | 4.9367 | 390 | 0.5948 | 0.8193 | 0.5948 | 0.7712 |
247
- | No log | 4.9620 | 392 | 0.6396 | 0.8121 | 0.6396 | 0.7998 |
248
- | No log | 4.9873 | 394 | 0.6089 | 0.7763 | 0.6089 | 0.7803 |
249
- | No log | 5.0127 | 396 | 0.6232 | 0.8026 | 0.6232 | 0.7895 |
250
- | No log | 5.0380 | 398 | 0.6774 | 0.76 | 0.6774 | 0.8231 |
251
- | No log | 5.0633 | 400 | 0.6142 | 0.7763 | 0.6142 | 0.7837 |
252
- | No log | 5.0886 | 402 | 0.5758 | 0.7871 | 0.5758 | 0.7588 |
253
- | No log | 5.1139 | 404 | 0.6192 | 0.7898 | 0.6192 | 0.7869 |
254
- | No log | 5.1392 | 406 | 0.5893 | 0.7730 | 0.5893 | 0.7677 |
255
- | No log | 5.1646 | 408 | 0.6100 | 0.8187 | 0.6100 | 0.7810 |
256
- | No log | 5.1899 | 410 | 0.6966 | 0.7602 | 0.6966 | 0.8346 |
257
- | No log | 5.2152 | 412 | 0.7463 | 0.7073 | 0.7463 | 0.8639 |
258
- | No log | 5.2405 | 414 | 0.7426 | 0.7273 | 0.7426 | 0.8618 |
259
- | No log | 5.2658 | 416 | 0.7738 | 0.7143 | 0.7738 | 0.8796 |
260
- | No log | 5.2911 | 418 | 0.8361 | 0.7194 | 0.8361 | 0.9144 |
261
- | No log | 5.3165 | 420 | 0.8541 | 0.6963 | 0.8541 | 0.9242 |
262
- | No log | 5.3418 | 422 | 0.7936 | 0.7445 | 0.7936 | 0.8908 |
263
- | No log | 5.3671 | 424 | 0.6950 | 0.7724 | 0.6950 | 0.8337 |
264
- | No log | 5.3924 | 426 | 0.6180 | 0.7778 | 0.6180 | 0.7861 |
265
- | No log | 5.4177 | 428 | 0.5915 | 0.7808 | 0.5915 | 0.7691 |
266
- | No log | 5.4430 | 430 | 0.5923 | 0.7815 | 0.5923 | 0.7696 |
267
- | No log | 5.4684 | 432 | 0.6148 | 0.7712 | 0.6148 | 0.7841 |
268
- | No log | 5.4937 | 434 | 0.6227 | 0.7733 | 0.6227 | 0.7891 |
269
- | No log | 5.5190 | 436 | 0.6288 | 0.7724 | 0.6288 | 0.7930 |
270
- | No log | 5.5443 | 438 | 0.6597 | 0.75 | 0.6597 | 0.8122 |
271
- | No log | 5.5696 | 440 | 0.6691 | 0.75 | 0.6691 | 0.8180 |
272
- | No log | 5.5949 | 442 | 0.6410 | 0.7919 | 0.6410 | 0.8006 |
273
- | No log | 5.6203 | 444 | 0.6511 | 0.7467 | 0.6511 | 0.8069 |
274
- | No log | 5.6456 | 446 | 0.7725 | 0.7125 | 0.7725 | 0.8789 |
275
- | No log | 5.6709 | 448 | 0.7573 | 0.7394 | 0.7573 | 0.8702 |
276
- | No log | 5.6962 | 450 | 0.6056 | 0.7730 | 0.6056 | 0.7782 |
277
- | No log | 5.7215 | 452 | 0.5689 | 0.8235 | 0.5689 | 0.7542 |
278
- | No log | 5.7468 | 454 | 0.6826 | 0.7811 | 0.6826 | 0.8262 |
279
- | No log | 5.7722 | 456 | 0.6844 | 0.7901 | 0.6844 | 0.8273 |
280
- | No log | 5.7975 | 458 | 0.6379 | 0.8025 | 0.6379 | 0.7987 |
281
- | No log | 5.8228 | 460 | 0.6780 | 0.7625 | 0.6780 | 0.8234 |
282
- | No log | 5.8481 | 462 | 0.6966 | 0.7468 | 0.6966 | 0.8346 |
283
- | No log | 5.8734 | 464 | 0.6982 | 0.7867 | 0.6982 | 0.8356 |
284
- | No log | 5.8987 | 466 | 0.7500 | 0.7586 | 0.7500 | 0.8660 |
285
- | No log | 5.9241 | 468 | 0.7735 | 0.7582 | 0.7735 | 0.8795 |
286
- | No log | 5.9494 | 470 | 0.6931 | 0.7742 | 0.6931 | 0.8326 |
287
- | No log | 5.9747 | 472 | 0.6222 | 0.7975 | 0.6222 | 0.7888 |
288
- | No log | 6.0 | 474 | 0.6103 | 0.7975 | 0.6103 | 0.7812 |
289
- | No log | 6.0253 | 476 | 0.6269 | 0.7815 | 0.6269 | 0.7918 |
290
- | No log | 6.0506 | 478 | 0.6916 | 0.7517 | 0.6916 | 0.8316 |
291
- | No log | 6.0759 | 480 | 0.6661 | 0.7517 | 0.6661 | 0.8162 |
292
- | No log | 6.1013 | 482 | 0.6604 | 0.7619 | 0.6604 | 0.8127 |
293
- | No log | 6.1266 | 484 | 0.6710 | 0.7568 | 0.6710 | 0.8191 |
294
- | No log | 6.1519 | 486 | 0.6771 | 0.7568 | 0.6771 | 0.8229 |
295
- | No log | 6.1772 | 488 | 0.6933 | 0.7871 | 0.6933 | 0.8327 |
296
- | No log | 6.2025 | 490 | 0.6734 | 0.7763 | 0.6734 | 0.8206 |
297
- | No log | 6.2278 | 492 | 0.6416 | 0.7436 | 0.6416 | 0.8010 |
298
- | No log | 6.2532 | 494 | 0.6156 | 0.7843 | 0.6156 | 0.7846 |
299
- | No log | 6.2785 | 496 | 0.6303 | 0.7763 | 0.6303 | 0.7939 |
300
- | No log | 6.3038 | 498 | 0.6560 | 0.7586 | 0.6560 | 0.8099 |
301
- | 0.4753 | 6.3291 | 500 | 0.7190 | 0.7222 | 0.7190 | 0.8479 |
302
- | 0.4753 | 6.3544 | 502 | 0.6897 | 0.7606 | 0.6897 | 0.8305 |
303
- | 0.4753 | 6.3797 | 504 | 0.6558 | 0.7838 | 0.6558 | 0.8098 |
304
- | 0.4753 | 6.4051 | 506 | 0.6558 | 0.7838 | 0.6558 | 0.8098 |
305
- | 0.4753 | 6.4304 | 508 | 0.6544 | 0.7785 | 0.6544 | 0.8089 |
306
- | 0.4753 | 6.4557 | 510 | 0.6145 | 0.7755 | 0.6145 | 0.7839 |
307
- | 0.4753 | 6.4810 | 512 | 0.6002 | 0.7755 | 0.6002 | 0.7747 |
308
- | 0.4753 | 6.5063 | 514 | 0.6177 | 0.7895 | 0.6177 | 0.7859 |
309
- | 0.4753 | 6.5316 | 516 | 0.7175 | 0.7763 | 0.7175 | 0.8471 |
310
- | 0.4753 | 6.5570 | 518 | 0.7344 | 0.7755 | 0.7344 | 0.8570 |
311
- | 0.4753 | 6.5823 | 520 | 0.6892 | 0.7891 | 0.6892 | 0.8302 |
312
- | 0.4753 | 6.6076 | 522 | 0.6549 | 0.7671 | 0.6549 | 0.8093 |
313
- | 0.4753 | 6.6329 | 524 | 0.6536 | 0.7724 | 0.6536 | 0.8084 |
314
- | 0.4753 | 6.6582 | 526 | 0.6659 | 0.7724 | 0.6659 | 0.8160 |
315
- | 0.4753 | 6.6835 | 528 | 0.7021 | 0.7724 | 0.7021 | 0.8379 |
316
- | 0.4753 | 6.7089 | 530 | 0.7014 | 0.7606 | 0.7014 | 0.8375 |
317
- | 0.4753 | 6.7342 | 532 | 0.6994 | 0.7778 | 0.6994 | 0.8363 |
318
- | 0.4753 | 6.7595 | 534 | 0.6873 | 0.7724 | 0.6873 | 0.8290 |
319
- | 0.4753 | 6.7848 | 536 | 0.7016 | 0.7755 | 0.7016 | 0.8376 |
320
- | 0.4753 | 6.8101 | 538 | 0.6681 | 0.7808 | 0.6681 | 0.8174 |
321
- | 0.4753 | 6.8354 | 540 | 0.6728 | 0.7692 | 0.6728 | 0.8202 |
322
- | 0.4753 | 6.8608 | 542 | 0.7141 | 0.6619 | 0.7141 | 0.8451 |
323
- | 0.4753 | 6.8861 | 544 | 0.6897 | 0.6853 | 0.6897 | 0.8305 |
324
- | 0.4753 | 6.9114 | 546 | 0.6305 | 0.7815 | 0.6305 | 0.7941 |
325
- | 0.4753 | 6.9367 | 548 | 0.6638 | 0.7712 | 0.6638 | 0.8148 |
326
- | 0.4753 | 6.9620 | 550 | 0.6975 | 0.7821 | 0.6975 | 0.8352 |
327
- | 0.4753 | 6.9873 | 552 | 0.6562 | 0.7712 | 0.6562 | 0.8101 |
328
- | 0.4753 | 7.0127 | 554 | 0.6385 | 0.7534 | 0.6385 | 0.7990 |
329
- | 0.4753 | 7.0380 | 556 | 0.6405 | 0.7639 | 0.6405 | 0.8003 |
330
- | 0.4753 | 7.0633 | 558 | 0.6507 | 0.7448 | 0.6507 | 0.8066 |
331
- | 0.4753 | 7.0886 | 560 | 0.6643 | 0.7517 | 0.6643 | 0.8150 |
332
- | 0.4753 | 7.1139 | 562 | 0.6777 | 0.76 | 0.6777 | 0.8232 |
333
- | 0.4753 | 7.1392 | 564 | 0.7031 | 0.7712 | 0.7031 | 0.8385 |
334
- | 0.4753 | 7.1646 | 566 | 0.6808 | 0.7517 | 0.6808 | 0.8251 |
335
- | 0.4753 | 7.1899 | 568 | 0.6598 | 0.7552 | 0.6598 | 0.8123 |
336
- | 0.4753 | 7.2152 | 570 | 0.6606 | 0.7552 | 0.6606 | 0.8128 |
337
- | 0.4753 | 7.2405 | 572 | 0.6539 | 0.7517 | 0.6539 | 0.8086 |
338
- | 0.4753 | 7.2658 | 574 | 0.7269 | 0.76 | 0.7269 | 0.8526 |
339
- | 0.4753 | 7.2911 | 576 | 0.8654 | 0.7297 | 0.8654 | 0.9303 |
340
- | 0.4753 | 7.3165 | 578 | 0.8535 | 0.7310 | 0.8535 | 0.9238 |
341
- | 0.4753 | 7.3418 | 580 | 0.7425 | 0.7651 | 0.7425 | 0.8617 |
342
- | 0.4753 | 7.3671 | 582 | 0.6809 | 0.7724 | 0.6809 | 0.8251 |
343
- | 0.4753 | 7.3924 | 584 | 0.6504 | 0.7639 | 0.6504 | 0.8065 |
344
- | 0.4753 | 7.4177 | 586 | 0.6307 | 0.7724 | 0.6307 | 0.7942 |
345
- | 0.4753 | 7.4430 | 588 | 0.6730 | 0.7568 | 0.6730 | 0.8204 |
346
- | 0.4753 | 7.4684 | 590 | 0.7074 | 0.7534 | 0.7074 | 0.8411 |
347
- | 0.4753 | 7.4937 | 592 | 0.6970 | 0.7534 | 0.6970 | 0.8349 |
348
- | 0.4753 | 7.5190 | 594 | 0.6277 | 0.7639 | 0.6277 | 0.7923 |
349
- | 0.4753 | 7.5443 | 596 | 0.5782 | 0.7733 | 0.5782 | 0.7604 |
350
- | 0.4753 | 7.5696 | 598 | 0.5967 | 0.8025 | 0.5967 | 0.7724 |
351
- | 0.4753 | 7.5949 | 600 | 0.6100 | 0.7771 | 0.6100 | 0.7810 |
352
- | 0.4753 | 7.6203 | 602 | 0.5491 | 0.8025 | 0.5491 | 0.7410 |
353
- | 0.4753 | 7.6456 | 604 | 0.5731 | 0.7550 | 0.5731 | 0.7570 |
354
- | 0.4753 | 7.6709 | 606 | 0.6505 | 0.7432 | 0.6505 | 0.8065 |
355
- | 0.4753 | 7.6962 | 608 | 0.6316 | 0.7651 | 0.6316 | 0.7947 |
356
- | 0.4753 | 7.7215 | 610 | 0.6142 | 0.7949 | 0.6142 | 0.7837 |
357
- | 0.4753 | 7.7468 | 612 | 0.7538 | 0.7308 | 0.7538 | 0.8682 |
358
- | 0.4753 | 7.7722 | 614 | 0.8046 | 0.7143 | 0.8046 | 0.8970 |
359
- | 0.4753 | 7.7975 | 616 | 0.7050 | 0.7114 | 0.7050 | 0.8397 |
360
- | 0.4753 | 7.8228 | 618 | 0.6572 | 0.7552 | 0.6572 | 0.8107 |
361
- | 0.4753 | 7.8481 | 620 | 0.7630 | 0.7042 | 0.7630 | 0.8735 |
362
- | 0.4753 | 7.8734 | 622 | 0.8109 | 0.7083 | 0.8109 | 0.9005 |
363
- | 0.4753 | 7.8987 | 624 | 0.7532 | 0.7211 | 0.7532 | 0.8679 |
364
- | 0.4753 | 7.9241 | 626 | 0.6543 | 0.7606 | 0.6543 | 0.8089 |
365
- | 0.4753 | 7.9494 | 628 | 0.6147 | 0.7619 | 0.6147 | 0.7840 |
366
- | 0.4753 | 7.9747 | 630 | 0.6429 | 0.7368 | 0.6429 | 0.8018 |
367
- | 0.4753 | 8.0 | 632 | 0.6253 | 0.7722 | 0.6253 | 0.7907 |
368
- | 0.4753 | 8.0253 | 634 | 0.5884 | 0.7632 | 0.5884 | 0.7671 |
369
- | 0.4753 | 8.0506 | 636 | 0.6095 | 0.8025 | 0.6095 | 0.7807 |
370
- | 0.4753 | 8.0759 | 638 | 0.7005 | 0.7662 | 0.7005 | 0.8370 |
371
- | 0.4753 | 8.1013 | 640 | 0.7409 | 0.7320 | 0.7409 | 0.8608 |
372
- | 0.4753 | 8.1266 | 642 | 0.7180 | 0.7391 | 0.7180 | 0.8474 |
373
- | 0.4753 | 8.1519 | 644 | 0.6808 | 0.7353 | 0.6808 | 0.8251 |
374
- | 0.4753 | 8.1772 | 646 | 0.6686 | 0.7606 | 0.6686 | 0.8177 |
375
- | 0.4753 | 8.2025 | 648 | 0.6786 | 0.7310 | 0.6786 | 0.8238 |
376
- | 0.4753 | 8.2278 | 650 | 0.6458 | 0.7467 | 0.6458 | 0.8036 |
377
- | 0.4753 | 8.2532 | 652 | 0.6079 | 0.7755 | 0.6079 | 0.7797 |
378
- | 0.4753 | 8.2785 | 654 | 0.6213 | 0.76 | 0.6213 | 0.7882 |
379
- | 0.4753 | 8.3038 | 656 | 0.6425 | 0.7568 | 0.6425 | 0.8016 |
380
- | 0.4753 | 8.3291 | 658 | 0.6265 | 0.7568 | 0.6265 | 0.7915 |
381
- | 0.4753 | 8.3544 | 660 | 0.6279 | 0.7778 | 0.6279 | 0.7924 |
382
- | 0.4753 | 8.3797 | 662 | 0.6570 | 0.7376 | 0.6570 | 0.8106 |
383
- | 0.4753 | 8.4051 | 664 | 0.6369 | 0.7692 | 0.6369 | 0.7981 |
384
- | 0.4753 | 8.4304 | 666 | 0.6139 | 0.7568 | 0.6139 | 0.7835 |
385
- | 0.4753 | 8.4557 | 668 | 0.5937 | 0.7568 | 0.5937 | 0.7705 |
386
- | 0.4753 | 8.4810 | 670 | 0.5812 | 0.7815 | 0.5812 | 0.7624 |
387
- | 0.4753 | 8.5063 | 672 | 0.5892 | 0.7712 | 0.5892 | 0.7676 |
388
- | 0.4753 | 8.5316 | 674 | 0.6108 | 0.7733 | 0.6108 | 0.7816 |
389
- | 0.4753 | 8.5570 | 676 | 0.6294 | 0.7785 | 0.6294 | 0.7934 |
390
- | 0.4753 | 8.5823 | 678 | 0.6413 | 0.7785 | 0.6413 | 0.8008 |
391
- | 0.4753 | 8.6076 | 680 | 0.6543 | 0.7619 | 0.6543 | 0.8089 |
392
- | 0.4753 | 8.6329 | 682 | 0.6261 | 0.7763 | 0.6261 | 0.7913 |
393
- | 0.4753 | 8.6582 | 684 | 0.6324 | 0.7632 | 0.6324 | 0.7952 |
394
- | 0.4753 | 8.6835 | 686 | 0.7256 | 0.7394 | 0.7256 | 0.8518 |
395
- | 0.4753 | 8.7089 | 688 | 0.7587 | 0.7394 | 0.7587 | 0.8710 |
396
- | 0.4753 | 8.7342 | 690 | 0.6850 | 0.7143 | 0.6850 | 0.8276 |
397
- | 0.4753 | 8.7595 | 692 | 0.5929 | 0.7974 | 0.5929 | 0.7700 |
398
- | 0.4753 | 8.7848 | 694 | 0.5642 | 0.7949 | 0.5642 | 0.7511 |
399
- | 0.4753 | 8.8101 | 696 | 0.5493 | 0.8 | 0.5493 | 0.7411 |
400
- | 0.4753 | 8.8354 | 698 | 0.5440 | 0.8 | 0.5440 | 0.7376 |
401
- | 0.4753 | 8.8608 | 700 | 0.5498 | 0.8049 | 0.5498 | 0.7415 |
402
- | 0.4753 | 8.8861 | 702 | 0.5826 | 0.7950 | 0.5826 | 0.7633 |
403
- | 0.4753 | 8.9114 | 704 | 0.5900 | 0.7898 | 0.5900 | 0.7681 |
404
- | 0.4753 | 8.9367 | 706 | 0.5896 | 0.7821 | 0.5896 | 0.7679 |
405
- | 0.4753 | 8.9620 | 708 | 0.6037 | 0.7792 | 0.6037 | 0.7769 |
406
- | 0.4753 | 8.9873 | 710 | 0.6090 | 0.7821 | 0.6090 | 0.7804 |
407
- | 0.4753 | 9.0127 | 712 | 0.6324 | 0.7821 | 0.6324 | 0.7953 |
408
- | 0.4753 | 9.0380 | 714 | 0.6805 | 0.7632 | 0.6805 | 0.8250 |
409
- | 0.4753 | 9.0633 | 716 | 0.6844 | 0.7843 | 0.6844 | 0.8273 |
410
- | 0.4753 | 9.0886 | 718 | 0.6960 | 0.7843 | 0.6960 | 0.8343 |
411
- | 0.4753 | 9.1139 | 720 | 0.6887 | 0.7867 | 0.6887 | 0.8299 |
412
- | 0.4753 | 9.1392 | 722 | 0.6560 | 0.7671 | 0.6560 | 0.8099 |
413
- | 0.4753 | 9.1646 | 724 | 0.6521 | 0.7785 | 0.6521 | 0.8076 |
414
- | 0.4753 | 9.1899 | 726 | 0.6819 | 0.7742 | 0.6819 | 0.8257 |
415
- | 0.4753 | 9.2152 | 728 | 0.6462 | 0.8 | 0.6462 | 0.8039 |
416
- | 0.4753 | 9.2405 | 730 | 0.6283 | 0.7703 | 0.6283 | 0.7927 |
417
- | 0.4753 | 9.2658 | 732 | 0.6182 | 0.7703 | 0.6182 | 0.7863 |
418
- | 0.4753 | 9.2911 | 734 | 0.6393 | 0.7703 | 0.6393 | 0.7996 |
419
- | 0.4753 | 9.3165 | 736 | 0.6605 | 0.7815 | 0.6605 | 0.8127 |
420
- | 0.4753 | 9.3418 | 738 | 0.6966 | 0.76 | 0.6966 | 0.8346 |
421
- | 0.4753 | 9.3671 | 740 | 0.7009 | 0.7712 | 0.7009 | 0.8372 |
422
- | 0.4753 | 9.3924 | 742 | 0.6689 | 0.7712 | 0.6689 | 0.8178 |
423
- | 0.4753 | 9.4177 | 744 | 0.6811 | 0.7692 | 0.6811 | 0.8253 |
424
- | 0.4753 | 9.4430 | 746 | 0.6919 | 0.7821 | 0.6919 | 0.8318 |
425
- | 0.4753 | 9.4684 | 748 | 0.7025 | 0.7451 | 0.7025 | 0.8381 |
426
- | 0.4753 | 9.4937 | 750 | 0.7116 | 0.7451 | 0.7116 | 0.8436 |
427
- | 0.4753 | 9.5190 | 752 | 0.7077 | 0.7451 | 0.7077 | 0.8413 |
428
- | 0.4753 | 9.5443 | 754 | 0.6965 | 0.7755 | 0.6965 | 0.8345 |
429
- | 0.4753 | 9.5696 | 756 | 0.7411 | 0.7123 | 0.7411 | 0.8609 |
430
- | 0.4753 | 9.5949 | 758 | 0.7633 | 0.7123 | 0.7633 | 0.8737 |
431
- | 0.4753 | 9.6203 | 760 | 0.7494 | 0.7152 | 0.7494 | 0.8657 |
432
- | 0.4753 | 9.6456 | 762 | 0.7188 | 0.7375 | 0.7188 | 0.8478 |
433
- | 0.4753 | 9.6709 | 764 | 0.6522 | 0.7975 | 0.6522 | 0.8076 |
434
- | 0.4753 | 9.6962 | 766 | 0.6369 | 0.8 | 0.6369 | 0.7981 |
435
- | 0.4753 | 9.7215 | 768 | 0.6221 | 0.8 | 0.6221 | 0.7887 |
436
- | 0.4753 | 9.7468 | 770 | 0.6443 | 0.8075 | 0.6443 | 0.8027 |
437
- | 0.4753 | 9.7722 | 772 | 0.6446 | 0.8075 | 0.6446 | 0.8029 |
438
- | 0.4753 | 9.7975 | 774 | 0.6582 | 0.7898 | 0.6582 | 0.8113 |
439
- | 0.4753 | 9.8228 | 776 | 0.6566 | 0.7651 | 0.6566 | 0.8103 |
440
- | 0.4753 | 9.8481 | 778 | 0.6470 | 0.7922 | 0.6470 | 0.8043 |
441
- | 0.4753 | 9.8734 | 780 | 0.6456 | 0.7843 | 0.6456 | 0.8035 |
442
- | 0.4753 | 9.8987 | 782 | 0.6354 | 0.7922 | 0.6354 | 0.7971 |
443
- | 0.4753 | 9.9241 | 784 | 0.6062 | 0.7821 | 0.6062 | 0.7786 |
444
- | 0.4753 | 9.9494 | 786 | 0.6086 | 0.7950 | 0.6086 | 0.7801 |
445
- | 0.4753 | 9.9747 | 788 | 0.6224 | 0.7976 | 0.6224 | 0.7889 |
446
- | 0.4753 | 10.0 | 790 | 0.6641 | 0.7976 | 0.6641 | 0.8149 |
447
- | 0.4753 | 10.0253 | 792 | 0.6636 | 0.7595 | 0.6636 | 0.8146 |
448
- | 0.4753 | 10.0506 | 794 | 0.6456 | 0.7613 | 0.6456 | 0.8035 |
449
- | 0.4753 | 10.0759 | 796 | 0.6398 | 0.76 | 0.6398 | 0.7999 |
450
- | 0.4753 | 10.1013 | 798 | 0.6261 | 0.76 | 0.6261 | 0.7913 |
451
- | 0.4753 | 10.1266 | 800 | 0.6489 | 0.7361 | 0.6489 | 0.8055 |
452
- | 0.4753 | 10.1519 | 802 | 0.6427 | 0.7483 | 0.6427 | 0.8017 |
453
- | 0.4753 | 10.1772 | 804 | 0.6330 | 0.7895 | 0.6330 | 0.7956 |
454
- | 0.4753 | 10.2025 | 806 | 0.6715 | 0.7613 | 0.6715 | 0.8194 |
455
- | 0.4753 | 10.2278 | 808 | 0.6729 | 0.7595 | 0.6729 | 0.8203 |
456
- | 0.4753 | 10.2532 | 810 | 0.6445 | 0.7821 | 0.6445 | 0.8028 |
457
- | 0.4753 | 10.2785 | 812 | 0.6715 | 0.7692 | 0.6715 | 0.8194 |
458
- | 0.4753 | 10.3038 | 814 | 0.7126 | 0.7722 | 0.7126 | 0.8442 |
459
- | 0.4753 | 10.3291 | 816 | 0.7139 | 0.7643 | 0.7139 | 0.8449 |
460
- | 0.4753 | 10.3544 | 818 | 0.6869 | 0.7692 | 0.6869 | 0.8288 |
461
- | 0.4753 | 10.3797 | 820 | 0.6739 | 0.8025 | 0.6739 | 0.8209 |
462
- | 0.4753 | 10.4051 | 822 | 0.7222 | 0.7284 | 0.7222 | 0.8498 |
463
- | 0.4753 | 10.4304 | 824 | 0.7073 | 0.7237 | 0.7073 | 0.8410 |
464
- | 0.4753 | 10.4557 | 826 | 0.6832 | 0.7815 | 0.6832 | 0.8265 |
465
- | 0.4753 | 10.4810 | 828 | 0.7290 | 0.7310 | 0.7290 | 0.8538 |
466
- | 0.4753 | 10.5063 | 830 | 0.7777 | 0.76 | 0.7777 | 0.8819 |
467
- | 0.4753 | 10.5316 | 832 | 0.7561 | 0.7692 | 0.7561 | 0.8695 |
468
- | 0.4753 | 10.5570 | 834 | 0.6681 | 0.7799 | 0.6681 | 0.8174 |
469
- | 0.4753 | 10.5823 | 836 | 0.6278 | 0.7826 | 0.6278 | 0.7923 |
470
- | 0.4753 | 10.6076 | 838 | 0.6979 | 0.7545 | 0.6979 | 0.8354 |
471
- | 0.4753 | 10.6329 | 840 | 0.6924 | 0.7811 | 0.6924 | 0.8321 |
472
- | 0.4753 | 10.6582 | 842 | 0.6354 | 0.7901 | 0.6354 | 0.7971 |
473
- | 0.4753 | 10.6835 | 844 | 0.6590 | 0.7799 | 0.6590 | 0.8118 |
474
- | 0.4753 | 10.7089 | 846 | 0.7083 | 0.7901 | 0.7083 | 0.8416 |
475
- | 0.4753 | 10.7342 | 848 | 0.7380 | 0.7901 | 0.7380 | 0.8591 |
476
- | 0.4753 | 10.7595 | 850 | 0.7250 | 0.7799 | 0.7250 | 0.8515 |
477
- | 0.4753 | 10.7848 | 852 | 0.7092 | 0.7643 | 0.7092 | 0.8421 |
478
- | 0.4753 | 10.8101 | 854 | 0.6890 | 0.7922 | 0.6890 | 0.8301 |
479
- | 0.4753 | 10.8354 | 856 | 0.6835 | 0.7922 | 0.6835 | 0.8268 |
480
- | 0.4753 | 10.8608 | 858 | 0.6687 | 0.7974 | 0.6687 | 0.8177 |
481
- | 0.4753 | 10.8861 | 860 | 0.6561 | 0.7922 | 0.6561 | 0.8100 |
482
- | 0.4753 | 10.9114 | 862 | 0.6588 | 0.7662 | 0.6588 | 0.8117 |
483
- | 0.4753 | 10.9367 | 864 | 0.6490 | 0.7771 | 0.6490 | 0.8056 |
484
- | 0.4753 | 10.9620 | 866 | 0.6187 | 0.7692 | 0.6187 | 0.7866 |
485
- | 0.4753 | 10.9873 | 868 | 0.6167 | 0.7625 | 0.6167 | 0.7853 |
486
- | 0.4753 | 11.0127 | 870 | 0.6263 | 0.775 | 0.6263 | 0.7914 |
487
- | 0.4753 | 11.0380 | 872 | 0.6426 | 0.7771 | 0.6426 | 0.8017 |
488
- | 0.4753 | 11.0633 | 874 | 0.6671 | 0.7771 | 0.6671 | 0.8168 |
489
- | 0.4753 | 11.0886 | 876 | 0.6967 | 0.7722 | 0.6967 | 0.8347 |
490
- | 0.4753 | 11.1139 | 878 | 0.6880 | 0.75 | 0.6880 | 0.8295 |
491
- | 0.4753 | 11.1392 | 880 | 0.6835 | 0.75 | 0.6835 | 0.8268 |
492
- | 0.4753 | 11.1646 | 882 | 0.6842 | 0.76 | 0.6842 | 0.8272 |
493
- | 0.4753 | 11.1899 | 884 | 0.7028 | 0.7483 | 0.7028 | 0.8384 |
494
- | 0.4753 | 11.2152 | 886 | 0.7422 | 0.7483 | 0.7422 | 0.8615 |
495
- | 0.4753 | 11.2405 | 888 | 0.7771 | 0.7483 | 0.7771 | 0.8815 |
496
- | 0.4753 | 11.2658 | 890 | 0.7854 | 0.7483 | 0.7854 | 0.8862 |
497
- | 0.4753 | 11.2911 | 892 | 0.7411 | 0.7483 | 0.7411 | 0.8609 |
498
- | 0.4753 | 11.3165 | 894 | 0.7224 | 0.7483 | 0.7224 | 0.8500 |
499
- | 0.4753 | 11.3418 | 896 | 0.7096 | 0.7483 | 0.7096 | 0.8424 |
500
- | 0.4753 | 11.3671 | 898 | 0.7447 | 0.7483 | 0.7447 | 0.8629 |
501
- | 0.4753 | 11.3924 | 900 | 0.7497 | 0.7483 | 0.7497 | 0.8659 |
502
- | 0.4753 | 11.4177 | 902 | 0.7294 | 0.7483 | 0.7294 | 0.8540 |
503
- | 0.4753 | 11.4430 | 904 | 0.6883 | 0.7310 | 0.6883 | 0.8296 |
504
- | 0.4753 | 11.4684 | 906 | 0.6748 | 0.7361 | 0.6748 | 0.8215 |
505
- | 0.4753 | 11.4937 | 908 | 0.6839 | 0.7361 | 0.6839 | 0.8270 |
506
- | 0.4753 | 11.5190 | 910 | 0.6866 | 0.7397 | 0.6866 | 0.8286 |
507
- | 0.4753 | 11.5443 | 912 | 0.6774 | 0.7397 | 0.6774 | 0.8230 |
508
- | 0.4753 | 11.5696 | 914 | 0.6635 | 0.7448 | 0.6635 | 0.8146 |
509
- | 0.4753 | 11.5949 | 916 | 0.6537 | 0.7361 | 0.6537 | 0.8085 |
510
- | 0.4753 | 11.6203 | 918 | 0.6792 | 0.7143 | 0.6792 | 0.8242 |
511
- | 0.4753 | 11.6456 | 920 | 0.6680 | 0.7143 | 0.6680 | 0.8173 |
512
- | 0.4753 | 11.6709 | 922 | 0.6495 | 0.7324 | 0.6495 | 0.8059 |
513
- | 0.4753 | 11.6962 | 924 | 0.6457 | 0.7361 | 0.6457 | 0.8036 |
514
- | 0.4753 | 11.7215 | 926 | 0.6626 | 0.76 | 0.6626 | 0.8140 |
515
- | 0.4753 | 11.7468 | 928 | 0.6647 | 0.7712 | 0.6647 | 0.8153 |
516
- | 0.4753 | 11.7722 | 930 | 0.6355 | 0.7821 | 0.6355 | 0.7972 |
517
- | 0.4753 | 11.7975 | 932 | 0.5863 | 0.75 | 0.5863 | 0.7657 |
518
- | 0.4753 | 11.8228 | 934 | 0.5845 | 0.75 | 0.5845 | 0.7645 |
519
- | 0.4753 | 11.8481 | 936 | 0.6004 | 0.7550 | 0.6004 | 0.7748 |
520
- | 0.4753 | 11.8734 | 938 | 0.6062 | 0.7682 | 0.6062 | 0.7786 |
521
- | 0.4753 | 11.8987 | 940 | 0.6176 | 0.7651 | 0.6176 | 0.7859 |
522
- | 0.4753 | 11.9241 | 942 | 0.6626 | 0.7432 | 0.6626 | 0.8140 |
523
- | 0.4753 | 11.9494 | 944 | 0.7151 | 0.7347 | 0.7151 | 0.8456 |
524
- | 0.4753 | 11.9747 | 946 | 0.7219 | 0.7465 | 0.7219 | 0.8496 |
525
- | 0.4753 | 12.0 | 948 | 0.6955 | 0.7465 | 0.6955 | 0.8340 |
526
- | 0.4753 | 12.0253 | 950 | 0.6325 | 0.7671 | 0.6325 | 0.7953 |
527
- | 0.4753 | 12.0506 | 952 | 0.5899 | 0.7733 | 0.5899 | 0.7681 |
528
- | 0.4753 | 12.0759 | 954 | 0.5703 | 0.7815 | 0.5703 | 0.7552 |
529
- | 0.4753 | 12.1013 | 956 | 0.5951 | 0.7821 | 0.5951 | 0.7714 |
530
- | 0.4753 | 12.1266 | 958 | 0.6486 | 0.7643 | 0.6486 | 0.8053 |
531
- | 0.4753 | 12.1519 | 960 | 0.7095 | 0.7771 | 0.7095 | 0.8423 |
532
- | 0.4753 | 12.1772 | 962 | 0.6926 | 0.7432 | 0.6926 | 0.8322 |
533
- | 0.4753 | 12.2025 | 964 | 0.6611 | 0.7413 | 0.6611 | 0.8131 |
534
- | 0.4753 | 12.2278 | 966 | 0.6694 | 0.7413 | 0.6694 | 0.8182 |
535
- | 0.4753 | 12.2532 | 968 | 0.6968 | 0.7194 | 0.6968 | 0.8347 |
536
- | 0.4753 | 12.2785 | 970 | 0.7035 | 0.7234 | 0.7035 | 0.8388 |
537
- | 0.4753 | 12.3038 | 972 | 0.7123 | 0.7413 | 0.7123 | 0.8440 |
538
- | 0.4753 | 12.3291 | 974 | 0.7584 | 0.7273 | 0.7584 | 0.8709 |
539
- | 0.4753 | 12.3544 | 976 | 0.8110 | 0.7222 | 0.8110 | 0.9005 |
540
- | 0.4753 | 12.3797 | 978 | 0.7713 | 0.7133 | 0.7713 | 0.8783 |
541
- | 0.4753 | 12.4051 | 980 | 0.7022 | 0.7763 | 0.7022 | 0.8380 |
542
- | 0.4753 | 12.4304 | 982 | 0.7120 | 0.7285 | 0.7120 | 0.8438 |
543
- | 0.4753 | 12.4557 | 984 | 0.7250 | 0.7067 | 0.7250 | 0.8515 |
544
- | 0.4753 | 12.4810 | 986 | 0.6980 | 0.7417 | 0.6980 | 0.8355 |
545
- | 0.4753 | 12.5063 | 988 | 0.6800 | 0.7871 | 0.6800 | 0.8246 |
546
- | 0.4753 | 12.5316 | 990 | 0.6919 | 0.775 | 0.6919 | 0.8318 |
547
- | 0.4753 | 12.5570 | 992 | 0.6902 | 0.7821 | 0.6902 | 0.8308 |
548
- | 0.4753 | 12.5823 | 994 | 0.7016 | 0.7871 | 0.7016 | 0.8376 |
549
- | 0.4753 | 12.6076 | 996 | 0.7311 | 0.7682 | 0.7311 | 0.8551 |
550
- | 0.4753 | 12.6329 | 998 | 0.7521 | 0.7568 | 0.7521 | 0.8672 |
551
- | 0.0895 | 12.6582 | 1000 | 0.7452 | 0.7619 | 0.7452 | 0.8632 |
552
- | 0.0895 | 12.6835 | 1002 | 0.7021 | 0.7550 | 0.7021 | 0.8379 |
553
- | 0.0895 | 12.7089 | 1004 | 0.6547 | 0.7712 | 0.6547 | 0.8092 |
554
- | 0.0895 | 12.7342 | 1006 | 0.6122 | 0.7821 | 0.6122 | 0.7824 |
555
- | 0.0895 | 12.7595 | 1008 | 0.5868 | 0.7821 | 0.5868 | 0.7661 |
556
- | 0.0895 | 12.7848 | 1010 | 0.5859 | 0.7821 | 0.5859 | 0.7655 |
557
- | 0.0895 | 12.8101 | 1012 | 0.6058 | 0.7712 | 0.6058 | 0.7783 |
558
- | 0.0895 | 12.8354 | 1014 | 0.6601 | 0.75 | 0.6601 | 0.8125 |
559
- | 0.0895 | 12.8608 | 1016 | 0.6913 | 0.75 | 0.6913 | 0.8315 |
560
- | 0.0895 | 12.8861 | 1018 | 0.6932 | 0.7417 | 0.6932 | 0.8326 |
561
- | 0.0895 | 12.9114 | 1020 | 0.6739 | 0.7712 | 0.6739 | 0.8209 |
562
- | 0.0895 | 12.9367 | 1022 | 0.6691 | 0.7532 | 0.6691 | 0.8180 |
563
- | 0.0895 | 12.9620 | 1024 | 0.6705 | 0.7742 | 0.6705 | 0.8188 |
564
- | 0.0895 | 12.9873 | 1026 | 0.6721 | 0.7692 | 0.6721 | 0.8198 |
565
- | 0.0895 | 13.0127 | 1028 | 0.6769 | 0.7643 | 0.6769 | 0.8227 |
566
- | 0.0895 | 13.0380 | 1030 | 0.7042 | 0.7532 | 0.7042 | 0.8392 |
567
- | 0.0895 | 13.0633 | 1032 | 0.7472 | 0.7662 | 0.7472 | 0.8644 |
568
- | 0.0895 | 13.0886 | 1034 | 0.7439 | 0.76 | 0.7439 | 0.8625 |
569
- | 0.0895 | 13.1139 | 1036 | 0.7247 | 0.7432 | 0.7247 | 0.8513 |
570
- | 0.0895 | 13.1392 | 1038 | 0.6915 | 0.7582 | 0.6915 | 0.8316 |
571
- | 0.0895 | 13.1646 | 1040 | 0.6881 | 0.7568 | 0.6881 | 0.8295 |
572
- | 0.0895 | 13.1899 | 1042 | 0.6784 | 0.7467 | 0.6784 | 0.8236 |
573
 
574
 
575
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task1_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task1_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:
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+ - Loss: 0.7562
19
+ - Qwk: 0.7
20
+ - Mse: 0.7562
21
+ - Rmse: 0.8696
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0286 | 2 | 6.9464 | 0.0176 | 6.9464 | 2.6356 |
53
+ | No log | 0.0571 | 4 | 4.7143 | 0.0735 | 4.7143 | 2.1712 |
54
+ | No log | 0.0857 | 6 | 3.5718 | 0.0 | 3.5718 | 1.8899 |
55
+ | No log | 0.1143 | 8 | 3.5853 | -0.0104 | 3.5853 | 1.8935 |
56
+ | No log | 0.1429 | 10 | 2.5543 | 0.0147 | 2.5543 | 1.5982 |
57
+ | No log | 0.1714 | 12 | 1.8319 | 0.2655 | 1.8319 | 1.3535 |
58
+ | No log | 0.2 | 14 | 1.8718 | 0.2037 | 1.8718 | 1.3681 |
59
+ | No log | 0.2286 | 16 | 1.7988 | 0.1887 | 1.7988 | 1.3412 |
60
+ | No log | 0.2571 | 18 | 1.9845 | 0.1880 | 1.9845 | 1.4087 |
61
+ | No log | 0.2857 | 20 | 2.2135 | 0.0923 | 2.2135 | 1.4878 |
62
+ | No log | 0.3143 | 22 | 2.8884 | 0.0258 | 2.8884 | 1.6995 |
63
+ | No log | 0.3429 | 24 | 3.8149 | 0.0287 | 3.8149 | 1.9532 |
64
+ | No log | 0.3714 | 26 | 3.5540 | 0.1143 | 3.5540 | 1.8852 |
65
+ | No log | 0.4 | 28 | 3.6953 | 0.1096 | 3.6953 | 1.9223 |
66
+ | No log | 0.4286 | 30 | 3.7935 | 0.0625 | 3.7935 | 1.9477 |
67
+ | No log | 0.4571 | 32 | 3.0565 | 0.1657 | 3.0565 | 1.7483 |
68
+ | No log | 0.4857 | 34 | 2.1757 | 0.2416 | 2.1757 | 1.4750 |
69
+ | No log | 0.5143 | 36 | 1.8412 | 0.2647 | 1.8412 | 1.3569 |
70
+ | No log | 0.5429 | 38 | 1.5849 | 0.2969 | 1.5849 | 1.2589 |
71
+ | No log | 0.5714 | 40 | 1.6420 | 0.3143 | 1.6420 | 1.2814 |
72
+ | No log | 0.6 | 42 | 1.9839 | 0.3356 | 1.9839 | 1.4085 |
73
+ | No log | 0.6286 | 44 | 2.4413 | 0.1687 | 2.4413 | 1.5625 |
74
+ | No log | 0.6571 | 46 | 2.4002 | 0.1893 | 2.4002 | 1.5493 |
75
+ | No log | 0.6857 | 48 | 1.7933 | 0.4161 | 1.7933 | 1.3392 |
76
+ | No log | 0.7143 | 50 | 1.2760 | 0.5075 | 1.2760 | 1.1296 |
77
+ | No log | 0.7429 | 52 | 1.1904 | 0.5649 | 1.1904 | 1.0910 |
78
+ | No log | 0.7714 | 54 | 1.3012 | 0.4848 | 1.3012 | 1.1407 |
79
+ | No log | 0.8 | 56 | 1.7278 | 0.4133 | 1.7278 | 1.3144 |
80
+ | No log | 0.8286 | 58 | 1.9667 | 0.3484 | 1.9667 | 1.4024 |
81
+ | No log | 0.8571 | 60 | 1.7595 | 0.3733 | 1.7595 | 1.3265 |
82
+ | No log | 0.8857 | 62 | 1.4079 | 0.4225 | 1.4079 | 1.1865 |
83
+ | No log | 0.9143 | 64 | 1.3175 | 0.4748 | 1.3175 | 1.1478 |
84
+ | No log | 0.9429 | 66 | 1.2932 | 0.5333 | 1.2932 | 1.1372 |
85
+ | No log | 0.9714 | 68 | 1.3365 | 0.4965 | 1.3365 | 1.1561 |
86
+ | No log | 1.0 | 70 | 1.3931 | 0.5 | 1.3931 | 1.1803 |
87
+ | No log | 1.0286 | 72 | 1.2367 | 0.5793 | 1.2367 | 1.1120 |
88
+ | No log | 1.0571 | 74 | 1.2205 | 0.5714 | 1.2205 | 1.1048 |
89
+ | No log | 1.0857 | 76 | 1.4107 | 0.5399 | 1.4107 | 1.1877 |
90
+ | No log | 1.1143 | 78 | 1.2933 | 0.5679 | 1.2933 | 1.1372 |
91
+ | No log | 1.1429 | 80 | 1.1917 | 0.5 | 1.1917 | 1.0917 |
92
+ | No log | 1.1714 | 82 | 1.2596 | 0.5241 | 1.2596 | 1.1223 |
93
+ | No log | 1.2 | 84 | 1.3279 | 0.5333 | 1.3279 | 1.1523 |
94
+ | No log | 1.2286 | 86 | 1.6482 | 0.5060 | 1.6482 | 1.2838 |
95
+ | No log | 1.2571 | 88 | 2.1020 | 0.3455 | 2.1020 | 1.4498 |
96
+ | No log | 1.2857 | 90 | 2.2027 | 0.3505 | 2.2027 | 1.4842 |
97
+ | No log | 1.3143 | 92 | 1.9225 | 0.3860 | 1.9225 | 1.3865 |
98
+ | No log | 1.3429 | 94 | 1.4667 | 0.5175 | 1.4667 | 1.2111 |
99
+ | No log | 1.3714 | 96 | 1.2821 | 0.4355 | 1.2821 | 1.1323 |
100
+ | No log | 1.4 | 98 | 1.2495 | 0.512 | 1.2495 | 1.1178 |
101
+ | No log | 1.4286 | 100 | 1.1542 | 0.5238 | 1.1542 | 1.0743 |
102
+ | No log | 1.4571 | 102 | 1.1721 | 0.5942 | 1.1721 | 1.0826 |
103
+ | No log | 1.4857 | 104 | 1.3017 | 0.5417 | 1.3017 | 1.1409 |
104
+ | No log | 1.5143 | 106 | 1.2649 | 0.5298 | 1.2649 | 1.1247 |
105
+ | No log | 1.5429 | 108 | 1.0557 | 0.5753 | 1.0557 | 1.0275 |
106
+ | No log | 1.5714 | 110 | 0.9854 | 0.6438 | 0.9854 | 0.9927 |
107
+ | No log | 1.6 | 112 | 0.9816 | 0.6438 | 0.9816 | 0.9907 |
108
+ | No log | 1.6286 | 114 | 1.0243 | 0.6104 | 1.0243 | 1.0121 |
109
+ | No log | 1.6571 | 116 | 1.2458 | 0.5749 | 1.2458 | 1.1162 |
110
+ | No log | 1.6857 | 118 | 1.3709 | 0.5683 | 1.3709 | 1.1709 |
111
+ | No log | 1.7143 | 120 | 1.1874 | 0.6364 | 1.1874 | 1.0897 |
112
+ | No log | 1.7429 | 122 | 0.9551 | 0.6709 | 0.9551 | 0.9773 |
113
+ | No log | 1.7714 | 124 | 1.1196 | 0.6056 | 1.1196 | 1.0581 |
114
+ | No log | 1.8 | 126 | 1.1781 | 0.5362 | 1.1781 | 1.0854 |
115
+ | No log | 1.8286 | 128 | 1.0238 | 0.6621 | 1.0238 | 1.0118 |
116
+ | No log | 1.8571 | 130 | 0.9918 | 0.6575 | 0.9918 | 0.9959 |
117
+ | No log | 1.8857 | 132 | 1.3315 | 0.5783 | 1.3315 | 1.1539 |
118
+ | No log | 1.9143 | 134 | 1.5109 | 0.5556 | 1.5109 | 1.2292 |
119
+ | No log | 1.9429 | 136 | 1.4110 | 0.5106 | 1.4110 | 1.1879 |
120
+ | No log | 1.9714 | 138 | 1.1416 | 0.5468 | 1.1416 | 1.0684 |
121
+ | No log | 2.0 | 140 | 1.0308 | 0.5899 | 1.0308 | 1.0153 |
122
+ | No log | 2.0286 | 142 | 0.9228 | 0.6143 | 0.9228 | 0.9606 |
123
+ | No log | 2.0571 | 144 | 0.8597 | 0.6853 | 0.8597 | 0.9272 |
124
+ | No log | 2.0857 | 146 | 0.8359 | 0.6939 | 0.8359 | 0.9143 |
125
+ | No log | 2.1143 | 148 | 0.8297 | 0.7067 | 0.8297 | 0.9109 |
126
+ | No log | 2.1429 | 150 | 0.8794 | 0.7215 | 0.8794 | 0.9378 |
127
+ | No log | 2.1714 | 152 | 0.8922 | 0.7006 | 0.8922 | 0.9445 |
128
+ | No log | 2.2 | 154 | 0.8907 | 0.7143 | 0.8907 | 0.9438 |
129
+ | No log | 2.2286 | 156 | 0.9784 | 0.6623 | 0.9784 | 0.9891 |
130
+ | No log | 2.2571 | 158 | 1.1065 | 0.6104 | 1.1065 | 1.0519 |
131
+ | No log | 2.2857 | 160 | 1.1179 | 0.5960 | 1.1179 | 1.0573 |
132
+ | No log | 2.3143 | 162 | 1.0609 | 0.5652 | 1.0609 | 1.0300 |
133
+ | No log | 2.3429 | 164 | 1.0893 | 0.5652 | 1.0893 | 1.0437 |
134
+ | No log | 2.3714 | 166 | 1.0169 | 0.6143 | 1.0169 | 1.0084 |
135
+ | No log | 2.4 | 168 | 1.1062 | 0.5912 | 1.1062 | 1.0518 |
136
+ | No log | 2.4286 | 170 | 1.3252 | 0.5862 | 1.3252 | 1.1512 |
137
+ | No log | 2.4571 | 172 | 1.3884 | 0.5862 | 1.3884 | 1.1783 |
138
+ | No log | 2.4857 | 174 | 1.2235 | 0.6071 | 1.2235 | 1.1061 |
139
+ | No log | 2.5143 | 176 | 0.9464 | 0.6479 | 0.9464 | 0.9728 |
140
+ | No log | 2.5429 | 178 | 0.8262 | 0.6993 | 0.8262 | 0.9089 |
141
+ | No log | 2.5714 | 180 | 0.8060 | 0.6944 | 0.8060 | 0.8978 |
142
+ | No log | 2.6 | 182 | 0.8627 | 0.6849 | 0.8627 | 0.9288 |
143
+ | No log | 2.6286 | 184 | 0.8031 | 0.7383 | 0.8031 | 0.8962 |
144
+ | No log | 2.6571 | 186 | 0.7903 | 0.7517 | 0.7903 | 0.8890 |
145
+ | No log | 2.6857 | 188 | 0.8012 | 0.7297 | 0.8012 | 0.8951 |
146
+ | No log | 2.7143 | 190 | 0.8231 | 0.6986 | 0.8231 | 0.9073 |
147
+ | No log | 2.7429 | 192 | 0.8520 | 0.6438 | 0.8520 | 0.9231 |
148
+ | No log | 2.7714 | 194 | 0.8145 | 0.7152 | 0.8145 | 0.9025 |
149
+ | No log | 2.8 | 196 | 0.8122 | 0.7248 | 0.8122 | 0.9012 |
150
+ | No log | 2.8286 | 198 | 0.8623 | 0.7215 | 0.8623 | 0.9286 |
151
+ | No log | 2.8571 | 200 | 1.0081 | 0.6832 | 1.0081 | 1.0041 |
152
+ | No log | 2.8857 | 202 | 1.2976 | 0.5917 | 1.2976 | 1.1391 |
153
+ | No log | 2.9143 | 204 | 1.2784 | 0.5917 | 1.2784 | 1.1307 |
154
+ | No log | 2.9429 | 206 | 1.0395 | 0.6220 | 1.0395 | 1.0195 |
155
+ | No log | 2.9714 | 208 | 0.8838 | 0.6711 | 0.8838 | 0.9401 |
156
+ | No log | 3.0 | 210 | 0.8524 | 0.6944 | 0.8524 | 0.9233 |
157
+ | No log | 3.0286 | 212 | 0.9406 | 0.6377 | 0.9406 | 0.9699 |
158
+ | No log | 3.0571 | 214 | 1.0100 | 0.6377 | 1.0100 | 1.0050 |
159
+ | No log | 3.0857 | 216 | 1.0127 | 0.6119 | 1.0127 | 1.0063 |
160
+ | No log | 3.1143 | 218 | 1.0115 | 0.6119 | 1.0115 | 1.0058 |
161
+ | No log | 3.1429 | 220 | 0.9544 | 0.6119 | 0.9544 | 0.9769 |
162
+ | No log | 3.1714 | 222 | 0.9267 | 0.6187 | 0.9267 | 0.9627 |
163
+ | No log | 3.2 | 224 | 0.9030 | 0.6479 | 0.9030 | 0.9503 |
164
+ | No log | 3.2286 | 226 | 0.8839 | 0.7034 | 0.8839 | 0.9401 |
165
+ | No log | 3.2571 | 228 | 0.9672 | 0.6871 | 0.9672 | 0.9835 |
166
+ | No log | 3.2857 | 230 | 1.1859 | 0.5714 | 1.1859 | 1.0890 |
167
+ | No log | 3.3143 | 232 | 1.3141 | 0.5618 | 1.3141 | 1.1463 |
168
+ | No log | 3.3429 | 234 | 1.1716 | 0.6243 | 1.1716 | 1.0824 |
169
+ | No log | 3.3714 | 236 | 1.0515 | 0.6545 | 1.0515 | 1.0254 |
170
+ | No log | 3.4 | 238 | 0.9412 | 0.6914 | 0.9412 | 0.9701 |
171
+ | No log | 3.4286 | 240 | 0.9117 | 0.7226 | 0.9117 | 0.9548 |
172
+ | No log | 3.4571 | 242 | 0.8621 | 0.7260 | 0.8621 | 0.9285 |
173
+ | No log | 3.4857 | 244 | 0.8627 | 0.7172 | 0.8627 | 0.9288 |
174
+ | No log | 3.5143 | 246 | 0.8272 | 0.7083 | 0.8272 | 0.9095 |
175
+ | No log | 3.5429 | 248 | 0.8132 | 0.7534 | 0.8132 | 0.9018 |
176
+ | No log | 3.5714 | 250 | 0.8514 | 0.6759 | 0.8514 | 0.9227 |
177
+ | No log | 3.6 | 252 | 0.9752 | 0.6752 | 0.9752 | 0.9875 |
178
+ | No log | 3.6286 | 254 | 0.9409 | 0.6790 | 0.9409 | 0.9700 |
179
+ | No log | 3.6571 | 256 | 0.8795 | 0.7081 | 0.8795 | 0.9378 |
180
+ | No log | 3.6857 | 258 | 0.8203 | 0.7342 | 0.8203 | 0.9057 |
181
+ | No log | 3.7143 | 260 | 0.7762 | 0.7467 | 0.7762 | 0.8810 |
182
+ | No log | 3.7429 | 262 | 0.7259 | 0.7550 | 0.7259 | 0.8520 |
183
+ | No log | 3.7714 | 264 | 0.7361 | 0.7467 | 0.7361 | 0.8580 |
184
+ | No log | 3.8 | 266 | 0.7981 | 0.7607 | 0.7981 | 0.8934 |
185
+ | No log | 3.8286 | 268 | 0.8051 | 0.7636 | 0.8051 | 0.8972 |
186
+ | No log | 3.8571 | 270 | 0.7144 | 0.7347 | 0.7144 | 0.8452 |
187
+ | No log | 3.8857 | 272 | 0.7257 | 0.7027 | 0.7257 | 0.8519 |
188
+ | No log | 3.9143 | 274 | 0.7388 | 0.7152 | 0.7388 | 0.8595 |
189
+ | No log | 3.9429 | 276 | 0.7179 | 0.7483 | 0.7179 | 0.8473 |
190
+ | No log | 3.9714 | 278 | 0.7587 | 0.7361 | 0.7587 | 0.8711 |
191
+ | No log | 4.0 | 280 | 0.8236 | 0.75 | 0.8236 | 0.9075 |
192
+ | No log | 4.0286 | 282 | 0.8685 | 0.7383 | 0.8685 | 0.9319 |
193
+ | No log | 4.0571 | 284 | 0.8836 | 0.7133 | 0.8836 | 0.9400 |
194
+ | No log | 4.0857 | 286 | 0.8953 | 0.6573 | 0.8953 | 0.9462 |
195
+ | No log | 4.1143 | 288 | 0.8923 | 0.6429 | 0.8923 | 0.9446 |
196
+ | No log | 4.1429 | 290 | 0.9059 | 0.6620 | 0.9059 | 0.9518 |
197
+ | No log | 4.1714 | 292 | 0.8695 | 0.6620 | 0.8695 | 0.9324 |
198
+ | No log | 4.2 | 294 | 0.8667 | 0.6667 | 0.8667 | 0.9310 |
199
+ | No log | 4.2286 | 296 | 1.1244 | 0.5606 | 1.1244 | 1.0604 |
200
+ | No log | 4.2571 | 298 | 1.5355 | 0.3622 | 1.5355 | 1.2391 |
201
+ | No log | 4.2857 | 300 | 1.4296 | 0.4186 | 1.4296 | 1.1957 |
202
+ | No log | 4.3143 | 302 | 0.9776 | 0.5693 | 0.9776 | 0.9887 |
203
+ | No log | 4.3429 | 304 | 0.7531 | 0.7050 | 0.7531 | 0.8678 |
204
+ | No log | 4.3714 | 306 | 0.8028 | 0.6906 | 0.8028 | 0.8960 |
205
+ | No log | 4.4 | 308 | 0.8565 | 0.6715 | 0.8565 | 0.9255 |
206
+ | No log | 4.4286 | 310 | 0.8815 | 0.6316 | 0.8815 | 0.9389 |
207
+ | No log | 4.4571 | 312 | 0.9247 | 0.6567 | 0.9247 | 0.9616 |
208
+ | No log | 4.4857 | 314 | 0.9254 | 0.6377 | 0.9254 | 0.9620 |
209
+ | No log | 4.5143 | 316 | 0.8649 | 0.6471 | 0.8649 | 0.9300 |
210
+ | No log | 4.5429 | 318 | 0.8766 | 0.6619 | 0.8766 | 0.9363 |
211
+ | No log | 4.5714 | 320 | 0.9745 | 0.6667 | 0.9745 | 0.9872 |
212
+ | No log | 4.6 | 322 | 1.0208 | 0.6104 | 1.0208 | 1.0104 |
213
+ | No log | 4.6286 | 324 | 0.9153 | 0.6968 | 0.9153 | 0.9567 |
214
+ | No log | 4.6571 | 326 | 0.8601 | 0.7205 | 0.8601 | 0.9274 |
215
+ | No log | 4.6857 | 328 | 0.8801 | 0.6709 | 0.8801 | 0.9382 |
216
+ | No log | 4.7143 | 330 | 0.8890 | 0.6667 | 0.8890 | 0.9429 |
217
+ | No log | 4.7429 | 332 | 0.9414 | 0.6443 | 0.9414 | 0.9703 |
218
+ | No log | 4.7714 | 334 | 0.8936 | 0.6667 | 0.8936 | 0.9453 |
219
+ | No log | 4.8 | 336 | 0.8397 | 0.6475 | 0.8397 | 0.9164 |
220
+ | No log | 4.8286 | 338 | 0.8259 | 0.6131 | 0.8259 | 0.9088 |
221
+ | No log | 4.8571 | 340 | 0.8363 | 0.6475 | 0.8363 | 0.9145 |
222
+ | No log | 4.8857 | 342 | 0.8868 | 0.6757 | 0.8868 | 0.9417 |
223
+ | No log | 4.9143 | 344 | 0.9504 | 0.6443 | 0.9504 | 0.9749 |
224
+ | No log | 4.9429 | 346 | 0.9175 | 0.6207 | 0.9175 | 0.9579 |
225
+ | No log | 4.9714 | 348 | 0.8378 | 0.6525 | 0.8378 | 0.9153 |
226
+ | No log | 5.0 | 350 | 0.8026 | 0.6471 | 0.8026 | 0.8959 |
227
+ | No log | 5.0286 | 352 | 0.8157 | 0.6957 | 0.8157 | 0.9031 |
228
+ | No log | 5.0571 | 354 | 0.8134 | 0.6571 | 0.8134 | 0.9019 |
229
+ | No log | 5.0857 | 356 | 0.8681 | 0.6757 | 0.8681 | 0.9317 |
230
+ | No log | 5.1143 | 358 | 0.9368 | 0.6531 | 0.9368 | 0.9679 |
231
+ | No log | 5.1429 | 360 | 0.9542 | 0.6207 | 0.9542 | 0.9769 |
232
+ | No log | 5.1714 | 362 | 0.9378 | 0.6056 | 0.9378 | 0.9684 |
233
+ | No log | 5.2 | 364 | 0.8822 | 0.6232 | 0.8822 | 0.9393 |
234
+ | No log | 5.2286 | 366 | 0.8308 | 0.6944 | 0.8308 | 0.9115 |
235
+ | No log | 5.2571 | 368 | 0.8329 | 0.7075 | 0.8329 | 0.9126 |
236
+ | No log | 5.2857 | 370 | 0.8732 | 0.6483 | 0.8732 | 0.9344 |
237
+ | No log | 5.3143 | 372 | 0.9436 | 0.6667 | 0.9436 | 0.9714 |
238
+ | No log | 5.3429 | 374 | 0.9491 | 0.6667 | 0.9491 | 0.9742 |
239
+ | No log | 5.3714 | 376 | 0.8509 | 0.6939 | 0.8509 | 0.9224 |
240
+ | No log | 5.4 | 378 | 0.7951 | 0.6939 | 0.7951 | 0.8917 |
241
+ | No log | 5.4286 | 380 | 0.7591 | 0.7211 | 0.7591 | 0.8713 |
242
+ | No log | 5.4571 | 382 | 0.7716 | 0.7211 | 0.7716 | 0.8784 |
243
+ | No log | 5.4857 | 384 | 0.7950 | 0.7237 | 0.7950 | 0.8916 |
244
+ | No log | 5.5143 | 386 | 0.8681 | 0.7059 | 0.8681 | 0.9317 |
245
+ | No log | 5.5429 | 388 | 0.9203 | 0.6883 | 0.9203 | 0.9593 |
246
+ | No log | 5.5714 | 390 | 0.8971 | 0.7067 | 0.8971 | 0.9472 |
247
+ | No log | 5.6 | 392 | 0.8752 | 0.6620 | 0.8752 | 0.9355 |
248
+ | No log | 5.6286 | 394 | 0.8168 | 0.7034 | 0.8168 | 0.9038 |
249
+ | No log | 5.6571 | 396 | 0.8103 | 0.7172 | 0.8103 | 0.9002 |
250
+ | No log | 5.6857 | 398 | 0.8607 | 0.7027 | 0.8607 | 0.9277 |
251
+ | No log | 5.7143 | 400 | 0.8193 | 0.7248 | 0.8193 | 0.9052 |
252
+ | No log | 5.7429 | 402 | 0.7707 | 0.7248 | 0.7707 | 0.8779 |
253
+ | No log | 5.7714 | 404 | 0.7224 | 0.75 | 0.7224 | 0.8499 |
254
+ | No log | 5.8 | 406 | 0.7005 | 0.7467 | 0.7005 | 0.8370 |
255
+ | No log | 5.8286 | 408 | 0.7263 | 0.7347 | 0.7263 | 0.8522 |
256
+ | No log | 5.8571 | 410 | 0.7484 | 0.7347 | 0.7484 | 0.8651 |
257
+ | No log | 5.8857 | 412 | 0.7573 | 0.7310 | 0.7573 | 0.8702 |
258
+ | No log | 5.9143 | 414 | 0.8368 | 0.7034 | 0.8368 | 0.9148 |
259
+ | No log | 5.9429 | 416 | 0.9208 | 0.6621 | 0.9208 | 0.9596 |
260
+ | No log | 5.9714 | 418 | 0.9464 | 0.6241 | 0.9464 | 0.9728 |
261
+ | No log | 6.0 | 420 | 0.9020 | 0.7042 | 0.9020 | 0.9497 |
262
+ | No log | 6.0286 | 422 | 0.8889 | 0.6667 | 0.8889 | 0.9428 |
263
+ | No log | 6.0571 | 424 | 0.8762 | 0.6957 | 0.8762 | 0.9361 |
264
+ | No log | 6.0857 | 426 | 0.8070 | 0.6950 | 0.8070 | 0.8983 |
265
+ | No log | 6.1143 | 428 | 0.7818 | 0.7083 | 0.7818 | 0.8842 |
266
+ | No log | 6.1429 | 430 | 0.7934 | 0.6950 | 0.7934 | 0.8907 |
267
+ | No log | 6.1714 | 432 | 0.8086 | 0.6950 | 0.8086 | 0.8992 |
268
+ | No log | 6.2 | 434 | 0.8569 | 0.6897 | 0.8569 | 0.9257 |
269
+ | No log | 6.2286 | 436 | 1.0034 | 0.6301 | 1.0034 | 1.0017 |
270
+ | No log | 6.2571 | 438 | 1.0508 | 0.6259 | 1.0508 | 1.0251 |
271
+ | No log | 6.2857 | 440 | 0.9277 | 0.6892 | 0.9277 | 0.9631 |
272
+ | No log | 6.3143 | 442 | 0.7929 | 0.6901 | 0.7929 | 0.8905 |
273
+ | No log | 6.3429 | 444 | 0.7443 | 0.6857 | 0.7443 | 0.8627 |
274
+ | No log | 6.3714 | 446 | 0.7111 | 0.7172 | 0.7111 | 0.8433 |
275
+ | No log | 6.4 | 448 | 0.7368 | 0.7297 | 0.7368 | 0.8584 |
276
+ | No log | 6.4286 | 450 | 0.7673 | 0.6986 | 0.7673 | 0.8760 |
277
+ | No log | 6.4571 | 452 | 0.7413 | 0.7211 | 0.7413 | 0.8610 |
278
+ | No log | 6.4857 | 454 | 0.7660 | 0.7133 | 0.7660 | 0.8752 |
279
+ | No log | 6.5143 | 456 | 0.7893 | 0.6857 | 0.7893 | 0.8884 |
280
+ | No log | 6.5429 | 458 | 0.7908 | 0.7092 | 0.7908 | 0.8893 |
281
+ | No log | 6.5714 | 460 | 0.7976 | 0.7246 | 0.7976 | 0.8931 |
282
+ | No log | 6.6 | 462 | 0.8166 | 0.7007 | 0.8166 | 0.9037 |
283
+ | No log | 6.6286 | 464 | 0.8023 | 0.6906 | 0.8023 | 0.8957 |
284
+ | No log | 6.6571 | 466 | 0.7770 | 0.6993 | 0.7770 | 0.8815 |
285
+ | No log | 6.6857 | 468 | 0.8160 | 0.7248 | 0.8160 | 0.9033 |
286
+ | No log | 6.7143 | 470 | 0.8389 | 0.7848 | 0.8389 | 0.9159 |
287
+ | No log | 6.7429 | 472 | 0.7567 | 0.7451 | 0.7567 | 0.8699 |
288
+ | No log | 6.7714 | 474 | 0.6885 | 0.7333 | 0.6885 | 0.8298 |
289
+ | No log | 6.8 | 476 | 0.6985 | 0.7712 | 0.6985 | 0.8357 |
290
+ | No log | 6.8286 | 478 | 0.6976 | 0.7550 | 0.6976 | 0.8352 |
291
+ | No log | 6.8571 | 480 | 0.6973 | 0.7532 | 0.6973 | 0.8350 |
292
+ | No log | 6.8857 | 482 | 0.7542 | 0.7532 | 0.7542 | 0.8684 |
293
+ | No log | 6.9143 | 484 | 0.8610 | 0.7582 | 0.8610 | 0.9279 |
294
+ | No log | 6.9429 | 486 | 0.8868 | 0.7285 | 0.8868 | 0.9417 |
295
+ | No log | 6.9714 | 488 | 0.8483 | 0.7368 | 0.8483 | 0.9210 |
296
+ | No log | 7.0 | 490 | 0.7904 | 0.7034 | 0.7904 | 0.8890 |
297
+ | No log | 7.0286 | 492 | 0.7520 | 0.6901 | 0.7520 | 0.8672 |
298
+ | No log | 7.0571 | 494 | 0.7368 | 0.7133 | 0.7368 | 0.8584 |
299
+ | No log | 7.0857 | 496 | 0.7581 | 0.7417 | 0.7581 | 0.8707 |
300
+ | No log | 7.1143 | 498 | 0.8295 | 0.7125 | 0.8295 | 0.9108 |
301
+ | 0.429 | 7.1429 | 500 | 0.8162 | 0.7125 | 0.8162 | 0.9034 |
302
+ | 0.429 | 7.1714 | 502 | 0.7697 | 0.7237 | 0.7697 | 0.8773 |
303
+ | 0.429 | 7.2 | 504 | 0.7532 | 0.7234 | 0.7532 | 0.8679 |
304
+ | 0.429 | 7.2286 | 506 | 0.7593 | 0.7234 | 0.7593 | 0.8714 |
305
+ | 0.429 | 7.2571 | 508 | 0.7494 | 0.7324 | 0.7494 | 0.8657 |
306
+ | 0.429 | 7.2857 | 510 | 0.7764 | 0.7114 | 0.7764 | 0.8811 |
307
+ | 0.429 | 7.3143 | 512 | 0.8209 | 0.7089 | 0.8209 | 0.9061 |
308
+ | 0.429 | 7.3429 | 514 | 0.8410 | 0.7081 | 0.8410 | 0.9171 |
309
+ | 0.429 | 7.3714 | 516 | 0.7779 | 0.7362 | 0.7779 | 0.8820 |
310
+ | 0.429 | 7.4 | 518 | 0.7132 | 0.7297 | 0.7132 | 0.8445 |
311
+ | 0.429 | 7.4286 | 520 | 0.7198 | 0.7324 | 0.7198 | 0.8484 |
312
+ | 0.429 | 7.4571 | 522 | 0.7238 | 0.7324 | 0.7238 | 0.8508 |
313
+ | 0.429 | 7.4857 | 524 | 0.7071 | 0.7297 | 0.7071 | 0.8409 |
314
+ | 0.429 | 7.5143 | 526 | 0.7241 | 0.7211 | 0.7241 | 0.8509 |
315
+ | 0.429 | 7.5429 | 528 | 0.7437 | 0.7083 | 0.7437 | 0.8624 |
316
+ | 0.429 | 7.5714 | 530 | 0.7527 | 0.7234 | 0.7527 | 0.8676 |
317
+ | 0.429 | 7.6 | 532 | 0.7453 | 0.7324 | 0.7453 | 0.8633 |
318
+ | 0.429 | 7.6286 | 534 | 0.7437 | 0.7448 | 0.7437 | 0.8624 |
319
+ | 0.429 | 7.6571 | 536 | 0.7669 | 0.7286 | 0.7669 | 0.8757 |
320
+ | 0.429 | 7.6857 | 538 | 0.7607 | 0.7234 | 0.7607 | 0.8722 |
321
+ | 0.429 | 7.7143 | 540 | 0.7309 | 0.7310 | 0.7309 | 0.8549 |
322
+ | 0.429 | 7.7429 | 542 | 0.7675 | 0.7375 | 0.7675 | 0.8761 |
323
+ | 0.429 | 7.7714 | 544 | 0.8606 | 0.7073 | 0.8606 | 0.9277 |
324
+ | 0.429 | 7.8 | 546 | 0.8546 | 0.7073 | 0.8546 | 0.9245 |
325
+ | 0.429 | 7.8286 | 548 | 0.7805 | 0.6892 | 0.7805 | 0.8834 |
326
+ | 0.429 | 7.8571 | 550 | 0.7381 | 0.7361 | 0.7381 | 0.8591 |
327
+ | 0.429 | 7.8857 | 552 | 0.7567 | 0.7222 | 0.7567 | 0.8699 |
328
+ | 0.429 | 7.9143 | 554 | 0.7675 | 0.7222 | 0.7675 | 0.8761 |
329
+ | 0.429 | 7.9429 | 556 | 0.7427 | 0.7310 | 0.7427 | 0.8618 |
330
+ | 0.429 | 7.9714 | 558 | 0.7718 | 0.7362 | 0.7718 | 0.8785 |
331
+ | 0.429 | 8.0 | 560 | 0.9243 | 0.7209 | 0.9243 | 0.9614 |
332
+ | 0.429 | 8.0286 | 562 | 0.9933 | 0.7072 | 0.9933 | 0.9967 |
333
+ | 0.429 | 8.0571 | 564 | 0.9419 | 0.7263 | 0.9419 | 0.9705 |
334
+ | 0.429 | 8.0857 | 566 | 0.8331 | 0.7412 | 0.8331 | 0.9127 |
335
+ | 0.429 | 8.1143 | 568 | 0.7539 | 0.75 | 0.7539 | 0.8683 |
336
+ | 0.429 | 8.1429 | 570 | 0.7158 | 0.7361 | 0.7158 | 0.8461 |
337
+ | 0.429 | 8.1714 | 572 | 0.7277 | 0.6809 | 0.7277 | 0.8530 |
338
+ | 0.429 | 8.2 | 574 | 0.7973 | 0.6525 | 0.7973 | 0.8929 |
339
+ | 0.429 | 8.2286 | 576 | 0.8040 | 0.6389 | 0.8040 | 0.8967 |
340
+ | 0.429 | 8.2571 | 578 | 0.7681 | 0.6619 | 0.7681 | 0.8764 |
341
+ | 0.429 | 8.2857 | 580 | 0.7562 | 0.7 | 0.7562 | 0.8696 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
342
 
343
 
344
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