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ASAP_FineTuningBERT_AugV4_k4_task1_organization_fold0

Text Classification
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Safetensors
bert
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Training in progress, step 500

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  2. model.safetensors +1 -1
README.md CHANGED
@@ -5,21 +5,21 @@ base_model: bert-base-uncased
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ASAP_FineTuningBERT_AugV4_k4_task1_organization_fold0
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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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- # ASAP_FineTuningBERT_AugV4_k4_task1_organization_fold0
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  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.5413
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- - Qwk: 0.5788
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- - Mse: 0.5413
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- - Rmse: 0.7358
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  ## Model description
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@@ -48,768 +48,263 @@ 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 | 0.0048 | 2 | 9.7995 | 0.0036 | 9.7995 | 3.1304 |
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- | No log | 0.0097 | 4 | 8.4003 | 0.0 | 8.4003 | 2.8983 |
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- | No log | 0.0145 | 6 | 7.3768 | 0.0 | 7.3768 | 2.7160 |
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- | No log | 0.0193 | 8 | 6.7028 | 0.0 | 6.7028 | 2.5890 |
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- | No log | 0.0242 | 10 | 5.9692 | 0.0003 | 5.9692 | 2.4432 |
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- | No log | 0.0290 | 12 | 5.1271 | 0.0112 | 5.1271 | 2.2643 |
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- | No log | 0.0338 | 14 | 4.3258 | 0.0077 | 4.3258 | 2.0799 |
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- | No log | 0.0386 | 16 | 3.5976 | 0.0039 | 3.5976 | 1.8967 |
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- | No log | 0.0435 | 18 | 2.9084 | 0.0 | 2.9084 | 1.7054 |
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- | No log | 0.0483 | 20 | 2.2994 | 0.0779 | 2.2994 | 1.5164 |
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- | No log | 0.0531 | 22 | 1.7684 | 0.0382 | 1.7684 | 1.3298 |
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- | No log | 0.0580 | 24 | 1.3411 | 0.0316 | 1.3411 | 1.1581 |
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- | No log | 0.0628 | 26 | 1.0723 | 0.0316 | 1.0723 | 1.0355 |
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- | No log | 0.0676 | 28 | 0.8805 | 0.0714 | 0.8805 | 0.9384 |
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- | No log | 0.0725 | 30 | 0.7933 | 0.1738 | 0.7933 | 0.8907 |
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- | No log | 0.0773 | 32 | 0.7662 | 0.1076 | 0.7662 | 0.8753 |
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- | No log | 0.0821 | 34 | 0.7880 | 0.0860 | 0.7880 | 0.8877 |
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- | No log | 0.0870 | 36 | 0.9570 | 0.0521 | 0.9570 | 0.9783 |
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- | No log | 0.0918 | 38 | 0.8597 | 0.0689 | 0.8597 | 0.9272 |
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- | No log | 0.0966 | 40 | 0.9865 | 0.0521 | 0.9865 | 0.9932 |
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- | No log | 0.1014 | 42 | 0.9411 | 0.0521 | 0.9411 | 0.9701 |
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- | No log | 0.1063 | 44 | 0.7203 | 0.1276 | 0.7203 | 0.8487 |
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- | No log | 0.1111 | 46 | 0.8344 | 0.0521 | 0.8344 | 0.9134 |
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- | No log | 0.1159 | 48 | 0.9307 | 0.0857 | 0.9307 | 0.9647 |
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- | No log | 0.1208 | 50 | 0.7272 | 0.0521 | 0.7272 | 0.8528 |
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- | No log | 0.1256 | 52 | 0.7046 | 0.0803 | 0.7046 | 0.8394 |
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- | No log | 0.1304 | 54 | 0.6520 | 0.2372 | 0.6520 | 0.8075 |
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- | No log | 0.1353 | 56 | 0.6422 | 0.1547 | 0.6422 | 0.8014 |
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- | No log | 0.1401 | 58 | 0.7122 | 0.1336 | 0.7122 | 0.8439 |
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- | No log | 0.1449 | 60 | 0.6655 | 0.1412 | 0.6655 | 0.8158 |
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- | No log | 0.1498 | 62 | 0.6100 | 0.2021 | 0.6100 | 0.7810 |
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- | No log | 0.1546 | 64 | 0.6433 | 0.4577 | 0.6433 | 0.8020 |
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- | No log | 0.1594 | 66 | 0.6363 | 0.4313 | 0.6363 | 0.7977 |
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- | No log | 0.1643 | 68 | 0.6575 | 0.1977 | 0.6575 | 0.8108 |
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- | No log | 0.1691 | 70 | 0.6997 | 0.1518 | 0.6997 | 0.8365 |
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- | No log | 0.1739 | 72 | 0.6547 | 0.1901 | 0.6547 | 0.8091 |
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- | No log | 0.1787 | 74 | 0.6386 | 0.2442 | 0.6386 | 0.7991 |
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- | No log | 0.1836 | 76 | 0.6532 | 0.3651 | 0.6532 | 0.8082 |
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- | No log | 0.1884 | 78 | 0.6375 | 0.2174 | 0.6375 | 0.7985 |
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- | No log | 0.1932 | 80 | 0.7706 | 0.1306 | 0.7706 | 0.8778 |
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- | No log | 0.1981 | 82 | 0.6883 | 0.1972 | 0.6883 | 0.8297 |
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- | No log | 0.2029 | 84 | 0.6271 | 0.3610 | 0.6271 | 0.7919 |
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- | No log | 0.2077 | 86 | 0.6894 | 0.3665 | 0.6894 | 0.8303 |
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- | No log | 0.2126 | 88 | 0.6238 | 0.3757 | 0.6238 | 0.7898 |
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- | No log | 0.2174 | 90 | 0.6613 | 0.3989 | 0.6613 | 0.8132 |
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- | No log | 0.2222 | 92 | 0.6495 | 0.3769 | 0.6495 | 0.8059 |
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- | No log | 0.2271 | 94 | 0.6754 | 0.3815 | 0.6754 | 0.8218 |
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- | No log | 0.2319 | 96 | 0.6199 | 0.4578 | 0.6199 | 0.7873 |
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- | No log | 0.2367 | 98 | 0.6113 | 0.4658 | 0.6113 | 0.7819 |
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- | No log | 0.2415 | 100 | 0.6641 | 0.4062 | 0.6641 | 0.8149 |
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- | No log | 0.2464 | 102 | 0.9638 | 0.2583 | 0.9638 | 0.9817 |
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- | No log | 0.2512 | 104 | 0.7931 | 0.3359 | 0.7931 | 0.8906 |
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- | No log | 0.2560 | 106 | 0.5880 | 0.4841 | 0.5880 | 0.7668 |
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- | No log | 0.2609 | 108 | 0.7010 | 0.4343 | 0.7010 | 0.8373 |
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- | No log | 0.2657 | 110 | 0.5983 | 0.4749 | 0.5983 | 0.7735 |
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- | No log | 0.2705 | 112 | 0.6987 | 0.3559 | 0.6987 | 0.8359 |
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- | No log | 0.2754 | 114 | 0.8309 | 0.2983 | 0.8309 | 0.9115 |
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- | No log | 0.2802 | 116 | 0.6729 | 0.3802 | 0.6729 | 0.8203 |
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- | No log | 0.2850 | 118 | 0.6908 | 0.4439 | 0.6908 | 0.8311 |
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- | No log | 0.2899 | 120 | 0.9988 | 0.3251 | 0.9988 | 0.9994 |
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- | No log | 0.2947 | 122 | 0.8968 | 0.3314 | 0.8968 | 0.9470 |
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- | No log | 0.2995 | 124 | 0.6874 | 0.4340 | 0.6874 | 0.8291 |
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- | No log | 0.3043 | 126 | 0.6438 | 0.3774 | 0.6438 | 0.8024 |
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- | No log | 0.3092 | 128 | 0.6080 | 0.4393 | 0.6080 | 0.7798 |
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- | No log | 0.3140 | 130 | 0.7458 | 0.3742 | 0.7458 | 0.8636 |
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- | No log | 0.3188 | 132 | 0.9384 | 0.3381 | 0.9384 | 0.9687 |
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- | No log | 0.3237 | 134 | 0.8334 | 0.3695 | 0.8334 | 0.9129 |
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- | No log | 0.3285 | 136 | 0.6399 | 0.4692 | 0.6399 | 0.7999 |
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- | No log | 0.3333 | 138 | 0.5971 | 0.4328 | 0.5971 | 0.7727 |
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- | No log | 0.3382 | 140 | 0.6098 | 0.4787 | 0.6098 | 0.7809 |
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- | No log | 0.3430 | 142 | 0.7383 | 0.4636 | 0.7383 | 0.8593 |
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- | No log | 0.3478 | 144 | 0.7841 | 0.4160 | 0.7841 | 0.8855 |
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- | No log | 0.3527 | 146 | 0.7445 | 0.4329 | 0.7445 | 0.8628 |
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- | No log | 0.3575 | 148 | 0.6341 | 0.5029 | 0.6341 | 0.7963 |
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- | No log | 0.3623 | 150 | 0.6191 | 0.5145 | 0.6191 | 0.7868 |
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- | No log | 0.3671 | 152 | 0.6429 | 0.4899 | 0.6429 | 0.8018 |
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- | No log | 0.3720 | 154 | 0.6685 | 0.4779 | 0.6685 | 0.8176 |
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- | No log | 0.3768 | 156 | 0.6259 | 0.5031 | 0.6259 | 0.7911 |
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- | No log | 0.3816 | 158 | 0.5715 | 0.5078 | 0.5715 | 0.7560 |
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- | No log | 0.3865 | 160 | 0.5633 | 0.5245 | 0.5633 | 0.7506 |
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- | No log | 0.3913 | 162 | 0.5908 | 0.4939 | 0.5908 | 0.7687 |
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- | No log | 0.3961 | 164 | 0.6019 | 0.4829 | 0.6019 | 0.7758 |
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- | No log | 0.4010 | 166 | 0.5784 | 0.5081 | 0.5784 | 0.7605 |
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- | No log | 0.4058 | 168 | 0.5955 | 0.4716 | 0.5955 | 0.7717 |
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- | No log | 0.4106 | 170 | 0.6099 | 0.5108 | 0.6099 | 0.7810 |
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- | No log | 0.4155 | 172 | 0.6213 | 0.4763 | 0.6213 | 0.7882 |
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- | No log | 0.4203 | 174 | 0.6381 | 0.4678 | 0.6381 | 0.7988 |
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- | No log | 0.4251 | 176 | 0.6425 | 0.5169 | 0.6425 | 0.8015 |
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- | No log | 0.4300 | 178 | 0.7590 | 0.4206 | 0.7590 | 0.8712 |
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- | No log | 0.4348 | 180 | 0.7965 | 0.4103 | 0.7965 | 0.8925 |
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- | No log | 0.4396 | 182 | 0.6898 | 0.4733 | 0.6898 | 0.8305 |
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- | No log | 0.4444 | 184 | 0.6852 | 0.3907 | 0.6852 | 0.8278 |
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- | No log | 0.4493 | 186 | 0.6538 | 0.4236 | 0.6538 | 0.8086 |
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- | No log | 0.4541 | 188 | 0.6518 | 0.4377 | 0.6518 | 0.8074 |
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- | No log | 0.4589 | 190 | 0.9469 | 0.3228 | 0.9469 | 0.9731 |
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- | No log | 0.4638 | 192 | 0.9314 | 0.3309 | 0.9314 | 0.9651 |
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- | No log | 0.4686 | 194 | 0.6251 | 0.4525 | 0.6251 | 0.7906 |
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- | No log | 0.4734 | 196 | 0.5558 | 0.4531 | 0.5558 | 0.7455 |
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- | No log | 0.4783 | 198 | 0.5541 | 0.4629 | 0.5541 | 0.7444 |
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- | No log | 0.4831 | 200 | 0.5601 | 0.4995 | 0.5601 | 0.7484 |
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- | No log | 0.4879 | 202 | 0.7167 | 0.4540 | 0.7167 | 0.8466 |
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- | No log | 0.4928 | 204 | 0.6672 | 0.4862 | 0.6672 | 0.8168 |
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- | No log | 0.4976 | 206 | 0.5657 | 0.5051 | 0.5657 | 0.7521 |
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- | No log | 0.5024 | 208 | 0.7839 | 0.3271 | 0.7839 | 0.8854 |
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- | No log | 0.5072 | 210 | 0.8302 | 0.2866 | 0.8302 | 0.9112 |
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- | No log | 0.5121 | 212 | 0.6767 | 0.4166 | 0.6767 | 0.8226 |
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- | No log | 0.5169 | 214 | 0.5752 | 0.5119 | 0.5752 | 0.7584 |
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- | No log | 0.5217 | 216 | 0.6423 | 0.4781 | 0.6423 | 0.8014 |
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- | No log | 0.5266 | 218 | 0.6512 | 0.4723 | 0.6512 | 0.8070 |
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- | No log | 0.5314 | 220 | 0.5695 | 0.5151 | 0.5695 | 0.7547 |
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- | No log | 0.5362 | 222 | 0.5782 | 0.4550 | 0.5782 | 0.7604 |
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- | No log | 0.5411 | 224 | 0.6672 | 0.3949 | 0.6672 | 0.8168 |
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- | No log | 0.5459 | 226 | 0.6331 | 0.4166 | 0.6331 | 0.7957 |
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- | No log | 0.5507 | 228 | 0.5497 | 0.5156 | 0.5497 | 0.7414 |
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- | No log | 0.5556 | 230 | 0.7292 | 0.4270 | 0.7292 | 0.8539 |
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- | No log | 0.5604 | 232 | 0.9273 | 0.3734 | 0.9273 | 0.9630 |
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- | No log | 0.5652 | 234 | 0.8232 | 0.4062 | 0.8232 | 0.9073 |
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- | No log | 0.5700 | 236 | 0.5999 | 0.5078 | 0.5999 | 0.7746 |
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- | No log | 0.5749 | 238 | 0.6568 | 0.4481 | 0.6568 | 0.8104 |
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- | No log | 0.5797 | 240 | 0.8628 | 0.3000 | 0.8628 | 0.9289 |
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- | No log | 0.5845 | 242 | 0.8172 | 0.3051 | 0.8172 | 0.9040 |
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- | No log | 0.5894 | 244 | 0.6507 | 0.4005 | 0.6507 | 0.8067 |
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- | No log | 0.5942 | 246 | 0.6042 | 0.4354 | 0.6042 | 0.7773 |
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- | No log | 0.5990 | 248 | 0.6989 | 0.3986 | 0.6989 | 0.8360 |
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- | No log | 0.6039 | 250 | 0.7271 | 0.3992 | 0.7271 | 0.8527 |
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- | No log | 0.6087 | 252 | 0.7032 | 0.4136 | 0.7032 | 0.8386 |
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- | No log | 0.6135 | 254 | 0.6056 | 0.4801 | 0.6056 | 0.7782 |
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- | No log | 0.6184 | 256 | 0.5799 | 0.5133 | 0.5799 | 0.7615 |
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- | No log | 0.6232 | 258 | 0.6140 | 0.5121 | 0.6140 | 0.7836 |
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- | No log | 0.6280 | 260 | 0.7013 | 0.4808 | 0.7013 | 0.8374 |
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- | No log | 0.6329 | 262 | 0.7266 | 0.4872 | 0.7266 | 0.8524 |
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- | No log | 0.6377 | 264 | 0.6544 | 0.5299 | 0.6544 | 0.8090 |
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- | No log | 0.6425 | 266 | 0.6645 | 0.5320 | 0.6645 | 0.8152 |
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- | No log | 0.6473 | 268 | 0.8473 | 0.4511 | 0.8473 | 0.9205 |
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- | No log | 0.6522 | 270 | 0.8192 | 0.4524 | 0.8192 | 0.9051 |
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- | No log | 0.6570 | 272 | 0.6591 | 0.4651 | 0.6591 | 0.8118 |
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- | No log | 0.6618 | 274 | 0.6335 | 0.4641 | 0.6335 | 0.7959 |
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- | No log | 0.6667 | 276 | 0.6291 | 0.4657 | 0.6291 | 0.7932 |
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- | No log | 0.6715 | 278 | 0.6627 | 0.4773 | 0.6627 | 0.8141 |
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- | No log | 0.6763 | 280 | 0.7678 | 0.4383 | 0.7678 | 0.8762 |
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- | No log | 0.6812 | 282 | 0.7463 | 0.4397 | 0.7463 | 0.8639 |
194
- | No log | 0.6860 | 284 | 0.6049 | 0.5063 | 0.6049 | 0.7777 |
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- | No log | 0.6908 | 286 | 0.5795 | 0.5106 | 0.5795 | 0.7612 |
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- | No log | 0.6957 | 288 | 0.6194 | 0.5002 | 0.6194 | 0.7870 |
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- | No log | 0.7005 | 290 | 0.6416 | 0.5217 | 0.6416 | 0.8010 |
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- | No log | 0.7053 | 292 | 0.6757 | 0.5214 | 0.6757 | 0.8220 |
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- | No log | 0.7101 | 294 | 0.6625 | 0.5618 | 0.6625 | 0.8140 |
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- | No log | 0.7150 | 296 | 0.6730 | 0.5427 | 0.6730 | 0.8204 |
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- | No log | 0.7198 | 298 | 0.6527 | 0.5509 | 0.6527 | 0.8079 |
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- | No log | 0.7246 | 300 | 0.6512 | 0.5338 | 0.6512 | 0.8070 |
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- | No log | 0.7295 | 302 | 0.6728 | 0.5378 | 0.6728 | 0.8202 |
204
- | No log | 0.7343 | 304 | 0.6544 | 0.5466 | 0.6544 | 0.8089 |
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- | No log | 0.7391 | 306 | 0.6909 | 0.5453 | 0.6909 | 0.8312 |
206
- | No log | 0.7440 | 308 | 0.6933 | 0.5462 | 0.6933 | 0.8327 |
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- | No log | 0.7488 | 310 | 0.6400 | 0.5707 | 0.6400 | 0.8000 |
208
- | No log | 0.7536 | 312 | 0.6336 | 0.5666 | 0.6336 | 0.7960 |
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- | No log | 0.7585 | 314 | 0.6200 | 0.5801 | 0.6200 | 0.7874 |
210
- | No log | 0.7633 | 316 | 0.6063 | 0.5807 | 0.6063 | 0.7786 |
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- | No log | 0.7681 | 318 | 0.6232 | 0.5476 | 0.6232 | 0.7894 |
212
- | No log | 0.7729 | 320 | 0.5713 | 0.5815 | 0.5713 | 0.7559 |
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- | No log | 0.7778 | 322 | 0.5592 | 0.5763 | 0.5592 | 0.7478 |
214
- | No log | 0.7826 | 324 | 0.6110 | 0.5318 | 0.6110 | 0.7817 |
215
- | No log | 0.7874 | 326 | 0.6397 | 0.5341 | 0.6397 | 0.7998 |
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- | No log | 0.7923 | 328 | 0.6053 | 0.5596 | 0.6053 | 0.7780 |
217
- | No log | 0.7971 | 330 | 0.6186 | 0.5662 | 0.6186 | 0.7865 |
218
- | No log | 0.8019 | 332 | 0.6617 | 0.5260 | 0.6617 | 0.8135 |
219
- | No log | 0.8068 | 334 | 0.7643 | 0.4728 | 0.7643 | 0.8742 |
220
- | No log | 0.8116 | 336 | 0.6931 | 0.4945 | 0.6931 | 0.8325 |
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- | No log | 0.8164 | 338 | 0.6316 | 0.5199 | 0.6316 | 0.7947 |
222
- | No log | 0.8213 | 340 | 0.6227 | 0.5269 | 0.6227 | 0.7891 |
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- | No log | 0.8261 | 342 | 0.7021 | 0.4758 | 0.7021 | 0.8379 |
224
- | No log | 0.8309 | 344 | 0.8757 | 0.4260 | 0.8757 | 0.9358 |
225
- | No log | 0.8357 | 346 | 0.8927 | 0.4092 | 0.8927 | 0.9448 |
226
- | No log | 0.8406 | 348 | 0.6661 | 0.4788 | 0.6661 | 0.8161 |
227
- | No log | 0.8454 | 350 | 0.5643 | 0.5279 | 0.5643 | 0.7512 |
228
- | No log | 0.8502 | 352 | 0.5548 | 0.5302 | 0.5548 | 0.7449 |
229
- | No log | 0.8551 | 354 | 0.6028 | 0.5205 | 0.6028 | 0.7764 |
230
- | No log | 0.8599 | 356 | 0.6358 | 0.5377 | 0.6358 | 0.7974 |
231
- | No log | 0.8647 | 358 | 0.5769 | 0.5591 | 0.5769 | 0.7595 |
232
- | No log | 0.8696 | 360 | 0.5849 | 0.5695 | 0.5849 | 0.7648 |
233
- | No log | 0.8744 | 362 | 0.5929 | 0.5748 | 0.5929 | 0.7700 |
234
- | No log | 0.8792 | 364 | 0.7061 | 0.5327 | 0.7061 | 0.8403 |
235
- | No log | 0.8841 | 366 | 0.8502 | 0.4689 | 0.8502 | 0.9220 |
236
- | No log | 0.8889 | 368 | 0.7632 | 0.4971 | 0.7632 | 0.8736 |
237
- | No log | 0.8937 | 370 | 0.6671 | 0.5480 | 0.6671 | 0.8167 |
238
- | No log | 0.8986 | 372 | 0.6479 | 0.5568 | 0.6479 | 0.8049 |
239
- | No log | 0.9034 | 374 | 0.6730 | 0.5285 | 0.6730 | 0.8204 |
240
- | No log | 0.9082 | 376 | 0.6834 | 0.5112 | 0.6834 | 0.8267 |
241
- | No log | 0.9130 | 378 | 0.6892 | 0.5128 | 0.6892 | 0.8302 |
242
- | No log | 0.9179 | 380 | 0.6523 | 0.5109 | 0.6523 | 0.8076 |
243
- | No log | 0.9227 | 382 | 0.6134 | 0.5245 | 0.6134 | 0.7832 |
244
- | No log | 0.9275 | 384 | 0.5461 | 0.5319 | 0.5461 | 0.7390 |
245
- | No log | 0.9324 | 386 | 0.5589 | 0.5410 | 0.5589 | 0.7476 |
246
- | No log | 0.9372 | 388 | 0.6102 | 0.5494 | 0.6102 | 0.7811 |
247
- | No log | 0.9420 | 390 | 0.7409 | 0.4979 | 0.7409 | 0.8608 |
248
- | No log | 0.9469 | 392 | 0.7563 | 0.4946 | 0.7563 | 0.8696 |
249
- | No log | 0.9517 | 394 | 0.6666 | 0.5349 | 0.6666 | 0.8165 |
250
- | No log | 0.9565 | 396 | 0.6133 | 0.5598 | 0.6133 | 0.7831 |
251
- | No log | 0.9614 | 398 | 0.6314 | 0.5528 | 0.6314 | 0.7946 |
252
- | No log | 0.9662 | 400 | 0.6766 | 0.5382 | 0.6766 | 0.8226 |
253
- | No log | 0.9710 | 402 | 0.7585 | 0.4919 | 0.7585 | 0.8709 |
254
- | No log | 0.9758 | 404 | 0.7592 | 0.4881 | 0.7592 | 0.8713 |
255
- | No log | 0.9807 | 406 | 0.6056 | 0.5669 | 0.6056 | 0.7782 |
256
- | No log | 0.9855 | 408 | 0.5658 | 0.5781 | 0.5658 | 0.7522 |
257
- | No log | 0.9903 | 410 | 0.5463 | 0.5337 | 0.5463 | 0.7391 |
258
- | No log | 0.9952 | 412 | 0.5920 | 0.5091 | 0.5920 | 0.7694 |
259
- | No log | 1.0 | 414 | 0.5688 | 0.5112 | 0.5688 | 0.7542 |
260
- | No log | 1.0048 | 416 | 0.5748 | 0.5831 | 0.5748 | 0.7581 |
261
- | No log | 1.0097 | 418 | 0.7411 | 0.4692 | 0.7411 | 0.8609 |
262
- | No log | 1.0145 | 420 | 0.7838 | 0.4585 | 0.7838 | 0.8853 |
263
- | No log | 1.0193 | 422 | 0.6702 | 0.5500 | 0.6702 | 0.8187 |
264
- | No log | 1.0242 | 424 | 0.6305 | 0.5458 | 0.6305 | 0.7940 |
265
- | No log | 1.0290 | 426 | 0.6845 | 0.5148 | 0.6845 | 0.8274 |
266
- | No log | 1.0338 | 428 | 0.6567 | 0.5508 | 0.6567 | 0.8104 |
267
- | No log | 1.0386 | 430 | 0.6809 | 0.5736 | 0.6809 | 0.8251 |
268
- | No log | 1.0435 | 432 | 0.7329 | 0.5453 | 0.7329 | 0.8561 |
269
- | No log | 1.0483 | 434 | 0.6745 | 0.5675 | 0.6745 | 0.8213 |
270
- | No log | 1.0531 | 436 | 0.6308 | 0.5606 | 0.6308 | 0.7942 |
271
- | No log | 1.0580 | 438 | 0.6463 | 0.5102 | 0.6463 | 0.8040 |
272
- | No log | 1.0628 | 440 | 0.6187 | 0.5737 | 0.6187 | 0.7866 |
273
- | No log | 1.0676 | 442 | 0.6951 | 0.5451 | 0.6951 | 0.8337 |
274
- | No log | 1.0725 | 444 | 0.7689 | 0.5175 | 0.7689 | 0.8769 |
275
- | No log | 1.0773 | 446 | 0.7025 | 0.5271 | 0.7025 | 0.8382 |
276
- | No log | 1.0821 | 448 | 0.6289 | 0.5493 | 0.6289 | 0.7930 |
277
- | No log | 1.0870 | 450 | 0.6254 | 0.4775 | 0.6254 | 0.7908 |
278
- | No log | 1.0918 | 452 | 0.6164 | 0.5004 | 0.6164 | 0.7851 |
279
- | No log | 1.0966 | 454 | 0.6444 | 0.5353 | 0.6444 | 0.8028 |
280
- | No log | 1.1014 | 456 | 0.7868 | 0.4604 | 0.7868 | 0.8870 |
281
- | No log | 1.1063 | 458 | 0.7886 | 0.4616 | 0.7886 | 0.8880 |
282
- | No log | 1.1111 | 460 | 0.6354 | 0.5505 | 0.6354 | 0.7971 |
283
- | No log | 1.1159 | 462 | 0.5928 | 0.5280 | 0.5928 | 0.7700 |
284
- | No log | 1.1208 | 464 | 0.6677 | 0.4768 | 0.6677 | 0.8172 |
285
- | No log | 1.1256 | 466 | 0.6280 | 0.5462 | 0.6280 | 0.7924 |
286
- | No log | 1.1304 | 468 | 0.6042 | 0.5747 | 0.6042 | 0.7773 |
287
- | No log | 1.1353 | 470 | 0.6650 | 0.5764 | 0.6650 | 0.8155 |
288
- | No log | 1.1401 | 472 | 0.6817 | 0.5978 | 0.6817 | 0.8257 |
289
- | No log | 1.1449 | 474 | 0.7659 | 0.5392 | 0.7659 | 0.8752 |
290
- | No log | 1.1498 | 476 | 0.8359 | 0.5292 | 0.8359 | 0.9143 |
291
- | No log | 1.1546 | 478 | 0.6779 | 0.5484 | 0.6779 | 0.8233 |
292
- | No log | 1.1594 | 480 | 0.6095 | 0.5911 | 0.6095 | 0.7807 |
293
- | No log | 1.1643 | 482 | 0.5991 | 0.5716 | 0.5991 | 0.7740 |
294
- | No log | 1.1691 | 484 | 0.6040 | 0.5561 | 0.6040 | 0.7772 |
295
- | No log | 1.1739 | 486 | 0.6049 | 0.5611 | 0.6049 | 0.7778 |
296
- | No log | 1.1787 | 488 | 0.6025 | 0.5741 | 0.6025 | 0.7762 |
297
- | No log | 1.1836 | 490 | 0.5705 | 0.5840 | 0.5705 | 0.7553 |
298
- | No log | 1.1884 | 492 | 0.5496 | 0.5704 | 0.5496 | 0.7414 |
299
- | No log | 1.1932 | 494 | 0.5439 | 0.5764 | 0.5439 | 0.7375 |
300
- | No log | 1.1981 | 496 | 0.5424 | 0.5755 | 0.5424 | 0.7365 |
301
- | No log | 1.2029 | 498 | 0.6395 | 0.5543 | 0.6395 | 0.7997 |
302
- | 0.9647 | 1.2077 | 500 | 0.7678 | 0.4867 | 0.7678 | 0.8762 |
303
- | 0.9647 | 1.2126 | 502 | 0.7056 | 0.5217 | 0.7056 | 0.8400 |
304
- | 0.9647 | 1.2174 | 504 | 0.6016 | 0.5522 | 0.6016 | 0.7756 |
305
- | 0.9647 | 1.2222 | 506 | 0.5959 | 0.5613 | 0.5959 | 0.7719 |
306
- | 0.9647 | 1.2271 | 508 | 0.5930 | 0.5340 | 0.5930 | 0.7701 |
307
- | 0.9647 | 1.2319 | 510 | 0.5882 | 0.5731 | 0.5882 | 0.7670 |
308
- | 0.9647 | 1.2367 | 512 | 0.6039 | 0.5738 | 0.6039 | 0.7771 |
309
- | 0.9647 | 1.2415 | 514 | 0.5758 | 0.5764 | 0.5758 | 0.7588 |
310
- | 0.9647 | 1.2464 | 516 | 0.5618 | 0.5836 | 0.5618 | 0.7496 |
311
- | 0.9647 | 1.2512 | 518 | 0.5409 | 0.5651 | 0.5409 | 0.7354 |
312
- | 0.9647 | 1.2560 | 520 | 0.5379 | 0.5622 | 0.5379 | 0.7334 |
313
- | 0.9647 | 1.2609 | 522 | 0.5497 | 0.5865 | 0.5497 | 0.7414 |
314
- | 0.9647 | 1.2657 | 524 | 0.5366 | 0.5773 | 0.5366 | 0.7325 |
315
- | 0.9647 | 1.2705 | 526 | 0.5482 | 0.5592 | 0.5482 | 0.7404 |
316
- | 0.9647 | 1.2754 | 528 | 0.5572 | 0.5481 | 0.5572 | 0.7465 |
317
- | 0.9647 | 1.2802 | 530 | 0.5683 | 0.5472 | 0.5683 | 0.7539 |
318
- | 0.9647 | 1.2850 | 532 | 0.5808 | 0.5342 | 0.5808 | 0.7621 |
319
- | 0.9647 | 1.2899 | 534 | 0.6473 | 0.5227 | 0.6473 | 0.8046 |
320
- | 0.9647 | 1.2947 | 536 | 0.7694 | 0.4784 | 0.7694 | 0.8772 |
321
- | 0.9647 | 1.2995 | 538 | 0.7051 | 0.5106 | 0.7051 | 0.8397 |
322
- | 0.9647 | 1.3043 | 540 | 0.6097 | 0.5471 | 0.6097 | 0.7808 |
323
- | 0.9647 | 1.3092 | 542 | 0.6026 | 0.5371 | 0.6026 | 0.7763 |
324
- | 0.9647 | 1.3140 | 544 | 0.6788 | 0.5154 | 0.6788 | 0.8239 |
325
- | 0.9647 | 1.3188 | 546 | 0.6638 | 0.5108 | 0.6638 | 0.8148 |
326
- | 0.9647 | 1.3237 | 548 | 0.6120 | 0.5567 | 0.6120 | 0.7823 |
327
- | 0.9647 | 1.3285 | 550 | 0.6093 | 0.5570 | 0.6093 | 0.7806 |
328
- | 0.9647 | 1.3333 | 552 | 0.6302 | 0.5299 | 0.6302 | 0.7938 |
329
- | 0.9647 | 1.3382 | 554 | 0.5816 | 0.5685 | 0.5816 | 0.7626 |
330
- | 0.9647 | 1.3430 | 556 | 0.5478 | 0.5690 | 0.5478 | 0.7401 |
331
- | 0.9647 | 1.3478 | 558 | 0.5559 | 0.5686 | 0.5559 | 0.7456 |
332
- | 0.9647 | 1.3527 | 560 | 0.5410 | 0.5855 | 0.5410 | 0.7355 |
333
- | 0.9647 | 1.3575 | 562 | 0.5335 | 0.5989 | 0.5335 | 0.7304 |
334
- | 0.9647 | 1.3623 | 564 | 0.5371 | 0.5994 | 0.5371 | 0.7329 |
335
- | 0.9647 | 1.3671 | 566 | 0.5377 | 0.6048 | 0.5377 | 0.7332 |
336
- | 0.9647 | 1.3720 | 568 | 0.5537 | 0.6173 | 0.5537 | 0.7441 |
337
- | 0.9647 | 1.3768 | 570 | 0.5703 | 0.5902 | 0.5703 | 0.7552 |
338
- | 0.9647 | 1.3816 | 572 | 0.5777 | 0.5734 | 0.5777 | 0.7601 |
339
- | 0.9647 | 1.3865 | 574 | 0.5970 | 0.5979 | 0.5970 | 0.7727 |
340
- | 0.9647 | 1.3913 | 576 | 0.7628 | 0.5193 | 0.7628 | 0.8734 |
341
- | 0.9647 | 1.3961 | 578 | 0.7582 | 0.5064 | 0.7582 | 0.8707 |
342
- | 0.9647 | 1.4010 | 580 | 0.6058 | 0.5588 | 0.6058 | 0.7783 |
343
- | 0.9647 | 1.4058 | 582 | 0.5685 | 0.4922 | 0.5685 | 0.7540 |
344
- | 0.9647 | 1.4106 | 584 | 0.5610 | 0.4914 | 0.5610 | 0.7490 |
345
- | 0.9647 | 1.4155 | 586 | 0.5896 | 0.5602 | 0.5896 | 0.7678 |
346
- | 0.9647 | 1.4203 | 588 | 0.6994 | 0.5131 | 0.6994 | 0.8363 |
347
- | 0.9647 | 1.4251 | 590 | 0.7430 | 0.4999 | 0.7430 | 0.8619 |
348
- | 0.9647 | 1.4300 | 592 | 0.5884 | 0.5570 | 0.5884 | 0.7671 |
349
- | 0.9647 | 1.4348 | 594 | 0.5022 | 0.5722 | 0.5022 | 0.7087 |
350
- | 0.9647 | 1.4396 | 596 | 0.5139 | 0.5403 | 0.5139 | 0.7169 |
351
- | 0.9647 | 1.4444 | 598 | 0.5189 | 0.5667 | 0.5189 | 0.7204 |
352
- | 0.9647 | 1.4493 | 600 | 0.5818 | 0.5508 | 0.5818 | 0.7628 |
353
- | 0.9647 | 1.4541 | 602 | 0.6373 | 0.5062 | 0.6373 | 0.7983 |
354
- | 0.9647 | 1.4589 | 604 | 0.6337 | 0.5057 | 0.6337 | 0.7960 |
355
- | 0.9647 | 1.4638 | 606 | 0.6090 | 0.5312 | 0.6090 | 0.7804 |
356
- | 0.9647 | 1.4686 | 608 | 0.6063 | 0.5597 | 0.6063 | 0.7786 |
357
- | 0.9647 | 1.4734 | 610 | 0.6060 | 0.5663 | 0.6060 | 0.7785 |
358
- | 0.9647 | 1.4783 | 612 | 0.6026 | 0.5803 | 0.6026 | 0.7763 |
359
- | 0.9647 | 1.4831 | 614 | 0.6368 | 0.5738 | 0.6368 | 0.7980 |
360
- | 0.9647 | 1.4879 | 616 | 0.6402 | 0.5766 | 0.6402 | 0.8001 |
361
- | 0.9647 | 1.4928 | 618 | 0.6073 | 0.5612 | 0.6073 | 0.7793 |
362
- | 0.9647 | 1.4976 | 620 | 0.5939 | 0.5672 | 0.5939 | 0.7707 |
363
- | 0.9647 | 1.5024 | 622 | 0.5919 | 0.5648 | 0.5919 | 0.7693 |
364
- | 0.9647 | 1.5072 | 624 | 0.5884 | 0.5932 | 0.5884 | 0.7670 |
365
- | 0.9647 | 1.5121 | 626 | 0.5813 | 0.5723 | 0.5813 | 0.7624 |
366
- | 0.9647 | 1.5169 | 628 | 0.6088 | 0.5684 | 0.6088 | 0.7803 |
367
- | 0.9647 | 1.5217 | 630 | 0.7486 | 0.5106 | 0.7486 | 0.8652 |
368
- | 0.9647 | 1.5266 | 632 | 0.7349 | 0.5139 | 0.7349 | 0.8573 |
369
- | 0.9647 | 1.5314 | 634 | 0.5976 | 0.5070 | 0.5976 | 0.7730 |
370
- | 0.9647 | 1.5362 | 636 | 0.5797 | 0.5212 | 0.5797 | 0.7614 |
371
- | 0.9647 | 1.5411 | 638 | 0.5944 | 0.5097 | 0.5944 | 0.7709 |
372
- | 0.9647 | 1.5459 | 640 | 0.7216 | 0.4818 | 0.7216 | 0.8495 |
373
- | 0.9647 | 1.5507 | 642 | 0.7018 | 0.4740 | 0.7018 | 0.8378 |
374
- | 0.9647 | 1.5556 | 644 | 0.6116 | 0.5173 | 0.6116 | 0.7820 |
375
- | 0.9647 | 1.5604 | 646 | 0.5819 | 0.5403 | 0.5819 | 0.7628 |
376
- | 0.9647 | 1.5652 | 648 | 0.5752 | 0.5574 | 0.5752 | 0.7584 |
377
- | 0.9647 | 1.5700 | 650 | 0.5902 | 0.5516 | 0.5902 | 0.7682 |
378
- | 0.9647 | 1.5749 | 652 | 0.6448 | 0.5529 | 0.6448 | 0.8030 |
379
- | 0.9647 | 1.5797 | 654 | 0.6240 | 0.5665 | 0.6240 | 0.7899 |
380
- | 0.9647 | 1.5845 | 656 | 0.5465 | 0.5840 | 0.5465 | 0.7392 |
381
- | 0.9647 | 1.5894 | 658 | 0.5860 | 0.5688 | 0.5860 | 0.7655 |
382
- | 0.9647 | 1.5942 | 660 | 0.5613 | 0.5985 | 0.5613 | 0.7492 |
383
- | 0.9647 | 1.5990 | 662 | 0.5581 | 0.5866 | 0.5581 | 0.7470 |
384
- | 0.9647 | 1.6039 | 664 | 0.5847 | 0.5878 | 0.5847 | 0.7647 |
385
- | 0.9647 | 1.6087 | 666 | 0.5447 | 0.6014 | 0.5447 | 0.7381 |
386
- | 0.9647 | 1.6135 | 668 | 0.5764 | 0.5675 | 0.5764 | 0.7592 |
387
- | 0.9647 | 1.6184 | 670 | 0.5713 | 0.5610 | 0.5713 | 0.7559 |
388
- | 0.9647 | 1.6232 | 672 | 0.5736 | 0.5774 | 0.5736 | 0.7574 |
389
- | 0.9647 | 1.6280 | 674 | 0.6925 | 0.5019 | 0.6925 | 0.8322 |
390
- | 0.9647 | 1.6329 | 676 | 0.6823 | 0.4914 | 0.6823 | 0.8260 |
391
- | 0.9647 | 1.6377 | 678 | 0.5878 | 0.5064 | 0.5878 | 0.7667 |
392
- | 0.9647 | 1.6425 | 680 | 0.5732 | 0.5049 | 0.5732 | 0.7571 |
393
- | 0.9647 | 1.6473 | 682 | 0.5798 | 0.5075 | 0.5798 | 0.7614 |
394
- | 0.9647 | 1.6522 | 684 | 0.6036 | 0.5244 | 0.6036 | 0.7769 |
395
- | 0.9647 | 1.6570 | 686 | 0.6005 | 0.5348 | 0.6005 | 0.7749 |
396
- | 0.9647 | 1.6618 | 688 | 0.5701 | 0.5538 | 0.5701 | 0.7551 |
397
- | 0.9647 | 1.6667 | 690 | 0.5731 | 0.5635 | 0.5731 | 0.7570 |
398
- | 0.9647 | 1.6715 | 692 | 0.5720 | 0.5826 | 0.5720 | 0.7563 |
399
- | 0.9647 | 1.6763 | 694 | 0.5808 | 0.5684 | 0.5808 | 0.7621 |
400
- | 0.9647 | 1.6812 | 696 | 0.5943 | 0.5851 | 0.5943 | 0.7709 |
401
- | 0.9647 | 1.6860 | 698 | 0.5443 | 0.6412 | 0.5443 | 0.7378 |
402
- | 0.9647 | 1.6908 | 700 | 0.5665 | 0.6008 | 0.5665 | 0.7527 |
403
- | 0.9647 | 1.6957 | 702 | 0.5426 | 0.6221 | 0.5426 | 0.7366 |
404
- | 0.9647 | 1.7005 | 704 | 0.5643 | 0.5899 | 0.5643 | 0.7512 |
405
- | 0.9647 | 1.7053 | 706 | 0.6080 | 0.5465 | 0.6080 | 0.7798 |
406
- | 0.9647 | 1.7101 | 708 | 0.5602 | 0.5715 | 0.5602 | 0.7484 |
407
- | 0.9647 | 1.7150 | 710 | 0.5925 | 0.5229 | 0.5925 | 0.7697 |
408
- | 0.9647 | 1.7198 | 712 | 0.5927 | 0.5342 | 0.5927 | 0.7699 |
409
- | 0.9647 | 1.7246 | 714 | 0.6258 | 0.5404 | 0.6258 | 0.7910 |
410
- | 0.9647 | 1.7295 | 716 | 0.6896 | 0.5280 | 0.6896 | 0.8304 |
411
- | 0.9647 | 1.7343 | 718 | 0.6182 | 0.5405 | 0.6182 | 0.7863 |
412
- | 0.9647 | 1.7391 | 720 | 0.5673 | 0.5652 | 0.5673 | 0.7532 |
413
- | 0.9647 | 1.7440 | 722 | 0.5561 | 0.5577 | 0.5561 | 0.7457 |
414
- | 0.9647 | 1.7488 | 724 | 0.5444 | 0.5649 | 0.5444 | 0.7378 |
415
- | 0.9647 | 1.7536 | 726 | 0.5382 | 0.5681 | 0.5382 | 0.7336 |
416
- | 0.9647 | 1.7585 | 728 | 0.5619 | 0.5499 | 0.5619 | 0.7496 |
417
- | 0.9647 | 1.7633 | 730 | 0.5358 | 0.5594 | 0.5358 | 0.7320 |
418
- | 0.9647 | 1.7681 | 732 | 0.5530 | 0.5645 | 0.5530 | 0.7436 |
419
- | 0.9647 | 1.7729 | 734 | 0.5668 | 0.5389 | 0.5668 | 0.7529 |
420
- | 0.9647 | 1.7778 | 736 | 0.6248 | 0.5290 | 0.6248 | 0.7905 |
421
- | 0.9647 | 1.7826 | 738 | 0.6278 | 0.5260 | 0.6278 | 0.7924 |
422
- | 0.9647 | 1.7874 | 740 | 0.5518 | 0.5540 | 0.5518 | 0.7428 |
423
- | 0.9647 | 1.7923 | 742 | 0.5666 | 0.5657 | 0.5666 | 0.7527 |
424
- | 0.9647 | 1.7971 | 744 | 0.7074 | 0.5006 | 0.7074 | 0.8411 |
425
- | 0.9647 | 1.8019 | 746 | 0.7768 | 0.4802 | 0.7768 | 0.8813 |
426
- | 0.9647 | 1.8068 | 748 | 0.7028 | 0.4901 | 0.7028 | 0.8383 |
427
- | 0.9647 | 1.8116 | 750 | 0.6136 | 0.5308 | 0.6136 | 0.7834 |
428
- | 0.9647 | 1.8164 | 752 | 0.5575 | 0.5684 | 0.5575 | 0.7466 |
429
- | 0.9647 | 1.8213 | 754 | 0.5648 | 0.5807 | 0.5648 | 0.7516 |
430
- | 0.9647 | 1.8261 | 756 | 0.6341 | 0.5427 | 0.6341 | 0.7963 |
431
- | 0.9647 | 1.8309 | 758 | 0.5999 | 0.5620 | 0.5999 | 0.7745 |
432
- | 0.9647 | 1.8357 | 760 | 0.5175 | 0.6031 | 0.5175 | 0.7193 |
433
- | 0.9647 | 1.8406 | 762 | 0.5237 | 0.5915 | 0.5237 | 0.7237 |
434
- | 0.9647 | 1.8454 | 764 | 0.5097 | 0.6053 | 0.5097 | 0.7139 |
435
- | 0.9647 | 1.8502 | 766 | 0.5867 | 0.5600 | 0.5867 | 0.7659 |
436
- | 0.9647 | 1.8551 | 768 | 0.6710 | 0.5426 | 0.6710 | 0.8191 |
437
- | 0.9647 | 1.8599 | 770 | 0.5896 | 0.5715 | 0.5896 | 0.7679 |
438
- | 0.9647 | 1.8647 | 772 | 0.5543 | 0.5783 | 0.5543 | 0.7445 |
439
- | 0.9647 | 1.8696 | 774 | 0.5662 | 0.5800 | 0.5662 | 0.7525 |
440
- | 0.9647 | 1.8744 | 776 | 0.5515 | 0.5750 | 0.5515 | 0.7427 |
441
- | 0.9647 | 1.8792 | 778 | 0.5816 | 0.5569 | 0.5816 | 0.7626 |
442
- | 0.9647 | 1.8841 | 780 | 0.6784 | 0.5303 | 0.6784 | 0.8236 |
443
- | 0.9647 | 1.8889 | 782 | 0.6325 | 0.5526 | 0.6325 | 0.7953 |
444
- | 0.9647 | 1.8937 | 784 | 0.5574 | 0.6114 | 0.5574 | 0.7466 |
445
- | 0.9647 | 1.8986 | 786 | 0.5774 | 0.5892 | 0.5774 | 0.7598 |
446
- | 0.9647 | 1.9034 | 788 | 0.5714 | 0.6037 | 0.5714 | 0.7559 |
447
- | 0.9647 | 1.9082 | 790 | 0.5593 | 0.6085 | 0.5593 | 0.7478 |
448
- | 0.9647 | 1.9130 | 792 | 0.5394 | 0.6144 | 0.5394 | 0.7344 |
449
- | 0.9647 | 1.9179 | 794 | 0.5760 | 0.5703 | 0.5760 | 0.7589 |
450
- | 0.9647 | 1.9227 | 796 | 0.5893 | 0.5730 | 0.5893 | 0.7676 |
451
- | 0.9647 | 1.9275 | 798 | 0.5527 | 0.5839 | 0.5527 | 0.7434 |
452
- | 0.9647 | 1.9324 | 800 | 0.5325 | 0.5701 | 0.5325 | 0.7297 |
453
- | 0.9647 | 1.9372 | 802 | 0.5286 | 0.5926 | 0.5286 | 0.7271 |
454
- | 0.9647 | 1.9420 | 804 | 0.5452 | 0.5965 | 0.5452 | 0.7383 |
455
- | 0.9647 | 1.9469 | 806 | 0.5613 | 0.5778 | 0.5613 | 0.7492 |
456
- | 0.9647 | 1.9517 | 808 | 0.5772 | 0.5935 | 0.5772 | 0.7597 |
457
- | 0.9647 | 1.9565 | 810 | 0.5990 | 0.5973 | 0.5990 | 0.7739 |
458
- | 0.9647 | 1.9614 | 812 | 0.6166 | 0.5935 | 0.6166 | 0.7852 |
459
- | 0.9647 | 1.9662 | 814 | 0.6132 | 0.5752 | 0.6132 | 0.7831 |
460
- | 0.9647 | 1.9710 | 816 | 0.5901 | 0.5734 | 0.5901 | 0.7682 |
461
- | 0.9647 | 1.9758 | 818 | 0.5809 | 0.5635 | 0.5809 | 0.7622 |
462
- | 0.9647 | 1.9807 | 820 | 0.5391 | 0.6040 | 0.5391 | 0.7342 |
463
- | 0.9647 | 1.9855 | 822 | 0.5698 | 0.5748 | 0.5698 | 0.7548 |
464
- | 0.9647 | 1.9903 | 824 | 0.5452 | 0.6003 | 0.5452 | 0.7384 |
465
- | 0.9647 | 1.9952 | 826 | 0.5155 | 0.5810 | 0.5155 | 0.7180 |
466
- | 0.9647 | 2.0 | 828 | 0.5347 | 0.5972 | 0.5347 | 0.7312 |
467
- | 0.9647 | 2.0048 | 830 | 0.5114 | 0.5908 | 0.5114 | 0.7151 |
468
- | 0.9647 | 2.0097 | 832 | 0.5449 | 0.6146 | 0.5449 | 0.7382 |
469
- | 0.9647 | 2.0145 | 834 | 0.5376 | 0.6043 | 0.5376 | 0.7332 |
470
- | 0.9647 | 2.0193 | 836 | 0.5419 | 0.5876 | 0.5419 | 0.7361 |
471
- | 0.9647 | 2.0242 | 838 | 0.5742 | 0.5729 | 0.5742 | 0.7577 |
472
- | 0.9647 | 2.0290 | 840 | 0.5837 | 0.5852 | 0.5837 | 0.7640 |
473
- | 0.9647 | 2.0338 | 842 | 0.5888 | 0.5688 | 0.5888 | 0.7673 |
474
- | 0.9647 | 2.0386 | 844 | 0.5965 | 0.5652 | 0.5965 | 0.7724 |
475
- | 0.9647 | 2.0435 | 846 | 0.6667 | 0.5458 | 0.6667 | 0.8165 |
476
- | 0.9647 | 2.0483 | 848 | 0.6695 | 0.5528 | 0.6695 | 0.8182 |
477
- | 0.9647 | 2.0531 | 850 | 0.5699 | 0.5404 | 0.5699 | 0.7549 |
478
- | 0.9647 | 2.0580 | 852 | 0.5502 | 0.5554 | 0.5502 | 0.7418 |
479
- | 0.9647 | 2.0628 | 854 | 0.5491 | 0.5478 | 0.5491 | 0.7410 |
480
- | 0.9647 | 2.0676 | 856 | 0.5630 | 0.5510 | 0.5630 | 0.7503 |
481
- | 0.9647 | 2.0725 | 858 | 0.5560 | 0.5695 | 0.5560 | 0.7456 |
482
- | 0.9647 | 2.0773 | 860 | 0.5704 | 0.5740 | 0.5704 | 0.7553 |
483
- | 0.9647 | 2.0821 | 862 | 0.5707 | 0.6017 | 0.5707 | 0.7554 |
484
- | 0.9647 | 2.0870 | 864 | 0.6418 | 0.5731 | 0.6418 | 0.8011 |
485
- | 0.9647 | 2.0918 | 866 | 0.6056 | 0.5734 | 0.6056 | 0.7782 |
486
- | 0.9647 | 2.0966 | 868 | 0.5773 | 0.5873 | 0.5773 | 0.7598 |
487
- | 0.9647 | 2.1014 | 870 | 0.6125 | 0.5603 | 0.6125 | 0.7827 |
488
- | 0.9647 | 2.1063 | 872 | 0.5704 | 0.5756 | 0.5704 | 0.7552 |
489
- | 0.9647 | 2.1111 | 874 | 0.5594 | 0.5831 | 0.5594 | 0.7480 |
490
- | 0.9647 | 2.1159 | 876 | 0.5527 | 0.5820 | 0.5527 | 0.7434 |
491
- | 0.9647 | 2.1208 | 878 | 0.5485 | 0.5881 | 0.5485 | 0.7406 |
492
- | 0.9647 | 2.1256 | 880 | 0.5506 | 0.5823 | 0.5506 | 0.7420 |
493
- | 0.9647 | 2.1304 | 882 | 0.5774 | 0.5788 | 0.5774 | 0.7598 |
494
- | 0.9647 | 2.1353 | 884 | 0.5609 | 0.5667 | 0.5609 | 0.7490 |
495
- | 0.9647 | 2.1401 | 886 | 0.5381 | 0.5686 | 0.5381 | 0.7336 |
496
- | 0.9647 | 2.1449 | 888 | 0.5365 | 0.5482 | 0.5365 | 0.7324 |
497
- | 0.9647 | 2.1498 | 890 | 0.6115 | 0.5286 | 0.6115 | 0.7820 |
498
- | 0.9647 | 2.1546 | 892 | 0.7323 | 0.4921 | 0.7323 | 0.8557 |
499
- | 0.9647 | 2.1594 | 894 | 0.6667 | 0.5016 | 0.6667 | 0.8165 |
500
- | 0.9647 | 2.1643 | 896 | 0.5613 | 0.5270 | 0.5613 | 0.7492 |
501
- | 0.9647 | 2.1691 | 898 | 0.5440 | 0.5491 | 0.5440 | 0.7376 |
502
- | 0.9647 | 2.1739 | 900 | 0.5348 | 0.5406 | 0.5348 | 0.7313 |
503
- | 0.9647 | 2.1787 | 902 | 0.5673 | 0.5390 | 0.5673 | 0.7532 |
504
- | 0.9647 | 2.1836 | 904 | 0.5342 | 0.5477 | 0.5342 | 0.7309 |
505
- | 0.9647 | 2.1884 | 906 | 0.5058 | 0.5769 | 0.5058 | 0.7112 |
506
- | 0.9647 | 2.1932 | 908 | 0.5121 | 0.5839 | 0.5121 | 0.7156 |
507
- | 0.9647 | 2.1981 | 910 | 0.5499 | 0.5436 | 0.5499 | 0.7416 |
508
- | 0.9647 | 2.2029 | 912 | 0.6109 | 0.5406 | 0.6109 | 0.7816 |
509
- | 0.9647 | 2.2077 | 914 | 0.6288 | 0.5501 | 0.6288 | 0.7929 |
510
- | 0.9647 | 2.2126 | 916 | 0.5987 | 0.5619 | 0.5987 | 0.7738 |
511
- | 0.9647 | 2.2174 | 918 | 0.5850 | 0.5701 | 0.5850 | 0.7649 |
512
- | 0.9647 | 2.2222 | 920 | 0.5702 | 0.5726 | 0.5702 | 0.7551 |
513
- | 0.9647 | 2.2271 | 922 | 0.5429 | 0.5569 | 0.5429 | 0.7368 |
514
- | 0.9647 | 2.2319 | 924 | 0.5289 | 0.5701 | 0.5289 | 0.7273 |
515
- | 0.9647 | 2.2367 | 926 | 0.5293 | 0.5599 | 0.5293 | 0.7275 |
516
- | 0.9647 | 2.2415 | 928 | 0.5676 | 0.5704 | 0.5676 | 0.7534 |
517
- | 0.9647 | 2.2464 | 930 | 0.5373 | 0.5768 | 0.5373 | 0.7330 |
518
- | 0.9647 | 2.2512 | 932 | 0.5323 | 0.5519 | 0.5323 | 0.7296 |
519
- | 0.9647 | 2.2560 | 934 | 0.5394 | 0.5578 | 0.5394 | 0.7345 |
520
- | 0.9647 | 2.2609 | 936 | 0.5594 | 0.5804 | 0.5594 | 0.7479 |
521
- | 0.9647 | 2.2657 | 938 | 0.5761 | 0.5670 | 0.5761 | 0.7590 |
522
- | 0.9647 | 2.2705 | 940 | 0.6124 | 0.5587 | 0.6124 | 0.7825 |
523
- | 0.9647 | 2.2754 | 942 | 0.6000 | 0.5689 | 0.6000 | 0.7746 |
524
- | 0.9647 | 2.2802 | 944 | 0.5493 | 0.5673 | 0.5493 | 0.7412 |
525
- | 0.9647 | 2.2850 | 946 | 0.5386 | 0.5711 | 0.5386 | 0.7339 |
526
- | 0.9647 | 2.2899 | 948 | 0.5662 | 0.5870 | 0.5662 | 0.7525 |
527
- | 0.9647 | 2.2947 | 950 | 0.5798 | 0.5951 | 0.5798 | 0.7615 |
528
- | 0.9647 | 2.2995 | 952 | 0.5232 | 0.6157 | 0.5232 | 0.7233 |
529
- | 0.9647 | 2.3043 | 954 | 0.5450 | 0.5712 | 0.5450 | 0.7383 |
530
- | 0.9647 | 2.3092 | 956 | 0.5420 | 0.5721 | 0.5420 | 0.7362 |
531
- | 0.9647 | 2.3140 | 958 | 0.5436 | 0.6444 | 0.5436 | 0.7373 |
532
- | 0.9647 | 2.3188 | 960 | 0.5559 | 0.6383 | 0.5559 | 0.7456 |
533
- | 0.9647 | 2.3237 | 962 | 0.5630 | 0.5987 | 0.5630 | 0.7503 |
534
- | 0.9647 | 2.3285 | 964 | 0.5511 | 0.6224 | 0.5511 | 0.7423 |
535
- | 0.9647 | 2.3333 | 966 | 0.5456 | 0.6427 | 0.5456 | 0.7387 |
536
- | 0.9647 | 2.3382 | 968 | 0.5385 | 0.6202 | 0.5385 | 0.7338 |
537
- | 0.9647 | 2.3430 | 970 | 0.5408 | 0.6271 | 0.5408 | 0.7354 |
538
- | 0.9647 | 2.3478 | 972 | 0.5569 | 0.5598 | 0.5569 | 0.7463 |
539
- | 0.9647 | 2.3527 | 974 | 0.5526 | 0.5835 | 0.5526 | 0.7433 |
540
- | 0.9647 | 2.3575 | 976 | 0.5753 | 0.5917 | 0.5753 | 0.7585 |
541
- | 0.9647 | 2.3623 | 978 | 0.5654 | 0.5902 | 0.5654 | 0.7520 |
542
- | 0.9647 | 2.3671 | 980 | 0.5778 | 0.6015 | 0.5778 | 0.7601 |
543
- | 0.9647 | 2.3720 | 982 | 0.5301 | 0.6058 | 0.5301 | 0.7281 |
544
- | 0.9647 | 2.3768 | 984 | 0.4863 | 0.6161 | 0.4863 | 0.6974 |
545
- | 0.9647 | 2.3816 | 986 | 0.4816 | 0.6216 | 0.4816 | 0.6940 |
546
- | 0.9647 | 2.3865 | 988 | 0.4883 | 0.6142 | 0.4883 | 0.6988 |
547
- | 0.9647 | 2.3913 | 990 | 0.4978 | 0.5960 | 0.4978 | 0.7055 |
548
- | 0.9647 | 2.3961 | 992 | 0.5136 | 0.5737 | 0.5136 | 0.7167 |
549
- | 0.9647 | 2.4010 | 994 | 0.5570 | 0.5928 | 0.5570 | 0.7463 |
550
- | 0.9647 | 2.4058 | 996 | 0.6537 | 0.5552 | 0.6537 | 0.8085 |
551
- | 0.9647 | 2.4106 | 998 | 0.6315 | 0.5667 | 0.6315 | 0.7946 |
552
- | 0.3739 | 2.4155 | 1000 | 0.6556 | 0.5255 | 0.6556 | 0.8097 |
553
- | 0.3739 | 2.4203 | 1002 | 0.6149 | 0.5659 | 0.6149 | 0.7842 |
554
- | 0.3739 | 2.4251 | 1004 | 0.5793 | 0.5596 | 0.5793 | 0.7611 |
555
- | 0.3739 | 2.4300 | 1006 | 0.5823 | 0.5518 | 0.5823 | 0.7631 |
556
- | 0.3739 | 2.4348 | 1008 | 0.5970 | 0.5439 | 0.5970 | 0.7726 |
557
- | 0.3739 | 2.4396 | 1010 | 0.6442 | 0.5365 | 0.6442 | 0.8026 |
558
- | 0.3739 | 2.4444 | 1012 | 0.5682 | 0.5480 | 0.5682 | 0.7538 |
559
- | 0.3739 | 2.4493 | 1014 | 0.5430 | 0.5439 | 0.5430 | 0.7369 |
560
- | 0.3739 | 2.4541 | 1016 | 0.5461 | 0.5565 | 0.5461 | 0.7390 |
561
- | 0.3739 | 2.4589 | 1018 | 0.5801 | 0.5562 | 0.5801 | 0.7616 |
562
- | 0.3739 | 2.4638 | 1020 | 0.5883 | 0.5449 | 0.5883 | 0.7670 |
563
- | 0.3739 | 2.4686 | 1022 | 0.5823 | 0.5596 | 0.5823 | 0.7631 |
564
- | 0.3739 | 2.4734 | 1024 | 0.6278 | 0.5482 | 0.6278 | 0.7923 |
565
- | 0.3739 | 2.4783 | 1026 | 0.6120 | 0.5715 | 0.6120 | 0.7823 |
566
- | 0.3739 | 2.4831 | 1028 | 0.5790 | 0.5885 | 0.5790 | 0.7610 |
567
- | 0.3739 | 2.4879 | 1030 | 0.5826 | 0.5701 | 0.5826 | 0.7633 |
568
- | 0.3739 | 2.4928 | 1032 | 0.6072 | 0.5926 | 0.6072 | 0.7792 |
569
- | 0.3739 | 2.4976 | 1034 | 0.5380 | 0.5807 | 0.5380 | 0.7335 |
570
- | 0.3739 | 2.5024 | 1036 | 0.5125 | 0.5975 | 0.5125 | 0.7159 |
571
- | 0.3739 | 2.5072 | 1038 | 0.5077 | 0.5921 | 0.5077 | 0.7125 |
572
- | 0.3739 | 2.5121 | 1040 | 0.5302 | 0.6012 | 0.5302 | 0.7281 |
573
- | 0.3739 | 2.5169 | 1042 | 0.5537 | 0.5885 | 0.5537 | 0.7441 |
574
- | 0.3739 | 2.5217 | 1044 | 0.5767 | 0.5765 | 0.5767 | 0.7594 |
575
- | 0.3739 | 2.5266 | 1046 | 0.5629 | 0.5911 | 0.5629 | 0.7503 |
576
- | 0.3739 | 2.5314 | 1048 | 0.5519 | 0.5935 | 0.5519 | 0.7429 |
577
- | 0.3739 | 2.5362 | 1050 | 0.5655 | 0.6069 | 0.5655 | 0.7520 |
578
- | 0.3739 | 2.5411 | 1052 | 0.5327 | 0.6049 | 0.5327 | 0.7298 |
579
- | 0.3739 | 2.5459 | 1054 | 0.5201 | 0.6074 | 0.5201 | 0.7212 |
580
- | 0.3739 | 2.5507 | 1056 | 0.5357 | 0.6011 | 0.5357 | 0.7319 |
581
- | 0.3739 | 2.5556 | 1058 | 0.5811 | 0.5932 | 0.5811 | 0.7623 |
582
- | 0.3739 | 2.5604 | 1060 | 0.6143 | 0.5896 | 0.6143 | 0.7838 |
583
- | 0.3739 | 2.5652 | 1062 | 0.5933 | 0.5746 | 0.5933 | 0.7703 |
584
- | 0.3739 | 2.5700 | 1064 | 0.6017 | 0.5617 | 0.6017 | 0.7757 |
585
- | 0.3739 | 2.5749 | 1066 | 0.6580 | 0.5553 | 0.6580 | 0.8112 |
586
- | 0.3739 | 2.5797 | 1068 | 0.5886 | 0.5825 | 0.5886 | 0.7672 |
587
- | 0.3739 | 2.5845 | 1070 | 0.5718 | 0.5870 | 0.5718 | 0.7562 |
588
- | 0.3739 | 2.5894 | 1072 | 0.5919 | 0.5705 | 0.5919 | 0.7694 |
589
- | 0.3739 | 2.5942 | 1074 | 0.6492 | 0.5555 | 0.6492 | 0.8057 |
590
- | 0.3739 | 2.5990 | 1076 | 0.6052 | 0.5614 | 0.6052 | 0.7779 |
591
- | 0.3739 | 2.6039 | 1078 | 0.5361 | 0.5895 | 0.5361 | 0.7322 |
592
- | 0.3739 | 2.6087 | 1080 | 0.5277 | 0.5942 | 0.5277 | 0.7264 |
593
- | 0.3739 | 2.6135 | 1082 | 0.5377 | 0.5962 | 0.5377 | 0.7333 |
594
- | 0.3739 | 2.6184 | 1084 | 0.5421 | 0.6017 | 0.5421 | 0.7363 |
595
- | 0.3739 | 2.6232 | 1086 | 0.5310 | 0.6007 | 0.5310 | 0.7287 |
596
- | 0.3739 | 2.6280 | 1088 | 0.5354 | 0.5936 | 0.5354 | 0.7317 |
597
- | 0.3739 | 2.6329 | 1090 | 0.5491 | 0.6165 | 0.5491 | 0.7410 |
598
- | 0.3739 | 2.6377 | 1092 | 0.5592 | 0.6162 | 0.5592 | 0.7478 |
599
- | 0.3739 | 2.6425 | 1094 | 0.5238 | 0.6251 | 0.5238 | 0.7237 |
600
- | 0.3739 | 2.6473 | 1096 | 0.5144 | 0.6036 | 0.5144 | 0.7172 |
601
- | 0.3739 | 2.6522 | 1098 | 0.5144 | 0.5901 | 0.5144 | 0.7172 |
602
- | 0.3739 | 2.6570 | 1100 | 0.5513 | 0.5818 | 0.5513 | 0.7425 |
603
- | 0.3739 | 2.6618 | 1102 | 0.5495 | 0.5819 | 0.5495 | 0.7413 |
604
- | 0.3739 | 2.6667 | 1104 | 0.5742 | 0.5644 | 0.5742 | 0.7578 |
605
- | 0.3739 | 2.6715 | 1106 | 0.5649 | 0.5747 | 0.5649 | 0.7516 |
606
- | 0.3739 | 2.6763 | 1108 | 0.5932 | 0.5754 | 0.5932 | 0.7702 |
607
- | 0.3739 | 2.6812 | 1110 | 0.6577 | 0.5646 | 0.6577 | 0.8110 |
608
- | 0.3739 | 2.6860 | 1112 | 0.6688 | 0.5665 | 0.6688 | 0.8178 |
609
- | 0.3739 | 2.6908 | 1114 | 0.5728 | 0.5729 | 0.5728 | 0.7568 |
610
- | 0.3739 | 2.6957 | 1116 | 0.5392 | 0.5565 | 0.5392 | 0.7343 |
611
- | 0.3739 | 2.7005 | 1118 | 0.5337 | 0.5604 | 0.5337 | 0.7305 |
612
- | 0.3739 | 2.7053 | 1120 | 0.5177 | 0.6233 | 0.5177 | 0.7195 |
613
- | 0.3739 | 2.7101 | 1122 | 0.5195 | 0.6147 | 0.5195 | 0.7208 |
614
- | 0.3739 | 2.7150 | 1124 | 0.5407 | 0.6231 | 0.5407 | 0.7353 |
615
- | 0.3739 | 2.7198 | 1126 | 0.5662 | 0.6427 | 0.5662 | 0.7525 |
616
- | 0.3739 | 2.7246 | 1128 | 0.5780 | 0.6316 | 0.5780 | 0.7602 |
617
- | 0.3739 | 2.7295 | 1130 | 0.5598 | 0.6471 | 0.5598 | 0.7482 |
618
- | 0.3739 | 2.7343 | 1132 | 0.5385 | 0.6309 | 0.5385 | 0.7338 |
619
- | 0.3739 | 2.7391 | 1134 | 0.5154 | 0.6220 | 0.5154 | 0.7179 |
620
- | 0.3739 | 2.7440 | 1136 | 0.5033 | 0.6213 | 0.5033 | 0.7094 |
621
- | 0.3739 | 2.7488 | 1138 | 0.5080 | 0.5991 | 0.5080 | 0.7127 |
622
- | 0.3739 | 2.7536 | 1140 | 0.5396 | 0.5779 | 0.5396 | 0.7346 |
623
- | 0.3739 | 2.7585 | 1142 | 0.5223 | 0.5742 | 0.5223 | 0.7227 |
624
- | 0.3739 | 2.7633 | 1144 | 0.5377 | 0.5657 | 0.5377 | 0.7333 |
625
- | 0.3739 | 2.7681 | 1146 | 0.5795 | 0.5525 | 0.5795 | 0.7613 |
626
- | 0.3739 | 2.7729 | 1148 | 0.5536 | 0.5710 | 0.5536 | 0.7440 |
627
- | 0.3739 | 2.7778 | 1150 | 0.5911 | 0.5884 | 0.5911 | 0.7688 |
628
- | 0.3739 | 2.7826 | 1152 | 0.6430 | 0.5507 | 0.6430 | 0.8018 |
629
- | 0.3739 | 2.7874 | 1154 | 0.5815 | 0.5958 | 0.5815 | 0.7625 |
630
- | 0.3739 | 2.7923 | 1156 | 0.5644 | 0.5980 | 0.5644 | 0.7513 |
631
- | 0.3739 | 2.7971 | 1158 | 0.5680 | 0.6039 | 0.5680 | 0.7536 |
632
- | 0.3739 | 2.8019 | 1160 | 0.5594 | 0.6125 | 0.5594 | 0.7479 |
633
- | 0.3739 | 2.8068 | 1162 | 0.5260 | 0.6023 | 0.5260 | 0.7253 |
634
- | 0.3739 | 2.8116 | 1164 | 0.5466 | 0.5915 | 0.5466 | 0.7393 |
635
- | 0.3739 | 2.8164 | 1166 | 0.5319 | 0.6024 | 0.5319 | 0.7293 |
636
- | 0.3739 | 2.8213 | 1168 | 0.5518 | 0.6046 | 0.5518 | 0.7428 |
637
- | 0.3739 | 2.8261 | 1170 | 0.5610 | 0.6112 | 0.5610 | 0.7490 |
638
- | 0.3739 | 2.8309 | 1172 | 0.5382 | 0.6020 | 0.5382 | 0.7336 |
639
- | 0.3739 | 2.8357 | 1174 | 0.5315 | 0.5927 | 0.5315 | 0.7290 |
640
- | 0.3739 | 2.8406 | 1176 | 0.5207 | 0.5937 | 0.5207 | 0.7216 |
641
- | 0.3739 | 2.8454 | 1178 | 0.5263 | 0.6122 | 0.5263 | 0.7254 |
642
- | 0.3739 | 2.8502 | 1180 | 0.5174 | 0.6082 | 0.5174 | 0.7193 |
643
- | 0.3739 | 2.8551 | 1182 | 0.4942 | 0.5883 | 0.4942 | 0.7030 |
644
- | 0.3739 | 2.8599 | 1184 | 0.4928 | 0.5965 | 0.4928 | 0.7020 |
645
- | 0.3739 | 2.8647 | 1186 | 0.4980 | 0.5986 | 0.4980 | 0.7057 |
646
- | 0.3739 | 2.8696 | 1188 | 0.5156 | 0.5996 | 0.5156 | 0.7180 |
647
- | 0.3739 | 2.8744 | 1190 | 0.5157 | 0.6065 | 0.5157 | 0.7181 |
648
- | 0.3739 | 2.8792 | 1192 | 0.5606 | 0.5833 | 0.5606 | 0.7487 |
649
- | 0.3739 | 2.8841 | 1194 | 0.5399 | 0.6222 | 0.5399 | 0.7348 |
650
- | 0.3739 | 2.8889 | 1196 | 0.5420 | 0.6019 | 0.5420 | 0.7362 |
651
- | 0.3739 | 2.8937 | 1198 | 0.5667 | 0.5931 | 0.5667 | 0.7528 |
652
- | 0.3739 | 2.8986 | 1200 | 0.5522 | 0.5927 | 0.5522 | 0.7431 |
653
- | 0.3739 | 2.9034 | 1202 | 0.5065 | 0.6055 | 0.5065 | 0.7117 |
654
- | 0.3739 | 2.9082 | 1204 | 0.5389 | 0.5905 | 0.5389 | 0.7341 |
655
- | 0.3739 | 2.9130 | 1206 | 0.5098 | 0.5970 | 0.5098 | 0.7140 |
656
- | 0.3739 | 2.9179 | 1208 | 0.5136 | 0.5813 | 0.5136 | 0.7167 |
657
- | 0.3739 | 2.9227 | 1210 | 0.5500 | 0.5629 | 0.5500 | 0.7417 |
658
- | 0.3739 | 2.9275 | 1212 | 0.5364 | 0.5746 | 0.5364 | 0.7324 |
659
- | 0.3739 | 2.9324 | 1214 | 0.5784 | 0.5635 | 0.5784 | 0.7605 |
660
- | 0.3739 | 2.9372 | 1216 | 0.5793 | 0.5630 | 0.5793 | 0.7611 |
661
- | 0.3739 | 2.9420 | 1218 | 0.6024 | 0.5693 | 0.6024 | 0.7761 |
662
- | 0.3739 | 2.9469 | 1220 | 0.6083 | 0.5676 | 0.6083 | 0.7799 |
663
- | 0.3739 | 2.9517 | 1222 | 0.5616 | 0.5822 | 0.5616 | 0.7494 |
664
- | 0.3739 | 2.9565 | 1224 | 0.6166 | 0.5487 | 0.6166 | 0.7852 |
665
- | 0.3739 | 2.9614 | 1226 | 0.5827 | 0.5605 | 0.5827 | 0.7633 |
666
- | 0.3739 | 2.9662 | 1228 | 0.5148 | 0.6066 | 0.5148 | 0.7175 |
667
- | 0.3739 | 2.9710 | 1230 | 0.5731 | 0.6018 | 0.5731 | 0.7571 |
668
- | 0.3739 | 2.9758 | 1232 | 0.5727 | 0.5988 | 0.5727 | 0.7568 |
669
- | 0.3739 | 2.9807 | 1234 | 0.4936 | 0.6295 | 0.4936 | 0.7026 |
670
- | 0.3739 | 2.9855 | 1236 | 0.5261 | 0.5898 | 0.5261 | 0.7253 |
671
- | 0.3739 | 2.9903 | 1238 | 0.5688 | 0.5821 | 0.5688 | 0.7542 |
672
- | 0.3739 | 2.9952 | 1240 | 0.5069 | 0.6183 | 0.5069 | 0.7119 |
673
- | 0.3739 | 3.0 | 1242 | 0.5337 | 0.6176 | 0.5337 | 0.7305 |
674
- | 0.3739 | 3.0048 | 1244 | 0.6242 | 0.5774 | 0.6242 | 0.7901 |
675
- | 0.3739 | 3.0097 | 1246 | 0.5729 | 0.6011 | 0.5729 | 0.7569 |
676
- | 0.3739 | 3.0145 | 1248 | 0.5026 | 0.5888 | 0.5026 | 0.7089 |
677
- | 0.3739 | 3.0193 | 1250 | 0.5172 | 0.6171 | 0.5172 | 0.7191 |
678
- | 0.3739 | 3.0242 | 1252 | 0.5190 | 0.5975 | 0.5190 | 0.7205 |
679
- | 0.3739 | 3.0290 | 1254 | 0.5553 | 0.5735 | 0.5553 | 0.7452 |
680
- | 0.3739 | 3.0338 | 1256 | 0.6089 | 0.5686 | 0.6089 | 0.7803 |
681
- | 0.3739 | 3.0386 | 1258 | 0.5900 | 0.5657 | 0.5900 | 0.7681 |
682
- | 0.3739 | 3.0435 | 1260 | 0.5940 | 0.5646 | 0.5940 | 0.7707 |
683
- | 0.3739 | 3.0483 | 1262 | 0.6047 | 0.5582 | 0.6047 | 0.7776 |
684
- | 0.3739 | 3.0531 | 1264 | 0.5629 | 0.5661 | 0.5629 | 0.7502 |
685
- | 0.3739 | 3.0580 | 1266 | 0.5410 | 0.5818 | 0.5410 | 0.7355 |
686
- | 0.3739 | 3.0628 | 1268 | 0.5329 | 0.5875 | 0.5329 | 0.7300 |
687
- | 0.3739 | 3.0676 | 1270 | 0.5354 | 0.5885 | 0.5354 | 0.7317 |
688
- | 0.3739 | 3.0725 | 1272 | 0.5228 | 0.5919 | 0.5228 | 0.7231 |
689
- | 0.3739 | 3.0773 | 1274 | 0.5150 | 0.5996 | 0.5150 | 0.7176 |
690
- | 0.3739 | 3.0821 | 1276 | 0.5153 | 0.6163 | 0.5153 | 0.7179 |
691
- | 0.3739 | 3.0870 | 1278 | 0.5197 | 0.6139 | 0.5197 | 0.7209 |
692
- | 0.3739 | 3.0918 | 1280 | 0.5287 | 0.6298 | 0.5287 | 0.7271 |
693
- | 0.3739 | 3.0966 | 1282 | 0.5240 | 0.6164 | 0.5240 | 0.7239 |
694
- | 0.3739 | 3.1014 | 1284 | 0.5116 | 0.6110 | 0.5116 | 0.7152 |
695
- | 0.3739 | 3.1063 | 1286 | 0.5117 | 0.6148 | 0.5117 | 0.7153 |
696
- | 0.3739 | 3.1111 | 1288 | 0.5100 | 0.6080 | 0.5100 | 0.7142 |
697
- | 0.3739 | 3.1159 | 1290 | 0.5253 | 0.6185 | 0.5253 | 0.7247 |
698
- | 0.3739 | 3.1208 | 1292 | 0.5178 | 0.6037 | 0.5178 | 0.7196 |
699
- | 0.3739 | 3.1256 | 1294 | 0.5161 | 0.5999 | 0.5161 | 0.7184 |
700
- | 0.3739 | 3.1304 | 1296 | 0.5147 | 0.5925 | 0.5147 | 0.7174 |
701
- | 0.3739 | 3.1353 | 1298 | 0.5089 | 0.6104 | 0.5089 | 0.7134 |
702
- | 0.3739 | 3.1401 | 1300 | 0.5102 | 0.6118 | 0.5102 | 0.7143 |
703
- | 0.3739 | 3.1449 | 1302 | 0.5383 | 0.6093 | 0.5383 | 0.7337 |
704
- | 0.3739 | 3.1498 | 1304 | 0.5495 | 0.6082 | 0.5495 | 0.7413 |
705
- | 0.3739 | 3.1546 | 1306 | 0.5383 | 0.6075 | 0.5383 | 0.7337 |
706
- | 0.3739 | 3.1594 | 1308 | 0.5167 | 0.6241 | 0.5167 | 0.7188 |
707
- | 0.3739 | 3.1643 | 1310 | 0.5176 | 0.6164 | 0.5176 | 0.7195 |
708
- | 0.3739 | 3.1691 | 1312 | 0.5258 | 0.6087 | 0.5258 | 0.7251 |
709
- | 0.3739 | 3.1739 | 1314 | 0.5571 | 0.5940 | 0.5571 | 0.7464 |
710
- | 0.3739 | 3.1787 | 1316 | 0.5458 | 0.5944 | 0.5458 | 0.7388 |
711
- | 0.3739 | 3.1836 | 1318 | 0.5421 | 0.5918 | 0.5421 | 0.7363 |
712
- | 0.3739 | 3.1884 | 1320 | 0.5600 | 0.5891 | 0.5600 | 0.7483 |
713
- | 0.3739 | 3.1932 | 1322 | 0.5326 | 0.5940 | 0.5326 | 0.7298 |
714
- | 0.3739 | 3.1981 | 1324 | 0.5176 | 0.5904 | 0.5176 | 0.7195 |
715
- | 0.3739 | 3.2029 | 1326 | 0.5035 | 0.6145 | 0.5035 | 0.7095 |
716
- | 0.3739 | 3.2077 | 1328 | 0.5130 | 0.5903 | 0.5130 | 0.7163 |
717
- | 0.3739 | 3.2126 | 1330 | 0.5178 | 0.6176 | 0.5178 | 0.7196 |
718
- | 0.3739 | 3.2174 | 1332 | 0.5388 | 0.5978 | 0.5388 | 0.7341 |
719
- | 0.3739 | 3.2222 | 1334 | 0.5521 | 0.6047 | 0.5521 | 0.7430 |
720
- | 0.3739 | 3.2271 | 1336 | 0.5851 | 0.5944 | 0.5851 | 0.7649 |
721
- | 0.3739 | 3.2319 | 1338 | 0.5792 | 0.5927 | 0.5792 | 0.7610 |
722
- | 0.3739 | 3.2367 | 1340 | 0.5353 | 0.6182 | 0.5353 | 0.7316 |
723
- | 0.3739 | 3.2415 | 1342 | 0.5239 | 0.6199 | 0.5239 | 0.7238 |
724
- | 0.3739 | 3.2464 | 1344 | 0.5402 | 0.5963 | 0.5402 | 0.7350 |
725
- | 0.3739 | 3.2512 | 1346 | 0.5615 | 0.5928 | 0.5615 | 0.7493 |
726
- | 0.3739 | 3.2560 | 1348 | 0.5575 | 0.5931 | 0.5575 | 0.7466 |
727
- | 0.3739 | 3.2609 | 1350 | 0.5182 | 0.5982 | 0.5182 | 0.7199 |
728
- | 0.3739 | 3.2657 | 1352 | 0.5163 | 0.5902 | 0.5163 | 0.7185 |
729
- | 0.3739 | 3.2705 | 1354 | 0.5114 | 0.6153 | 0.5114 | 0.7151 |
730
- | 0.3739 | 3.2754 | 1356 | 0.5183 | 0.6049 | 0.5183 | 0.7200 |
731
- | 0.3739 | 3.2802 | 1358 | 0.5288 | 0.6023 | 0.5288 | 0.7272 |
732
- | 0.3739 | 3.2850 | 1360 | 0.5542 | 0.5976 | 0.5542 | 0.7444 |
733
- | 0.3739 | 3.2899 | 1362 | 0.5987 | 0.5930 | 0.5987 | 0.7738 |
734
- | 0.3739 | 3.2947 | 1364 | 0.5586 | 0.6086 | 0.5586 | 0.7474 |
735
- | 0.3739 | 3.2995 | 1366 | 0.5281 | 0.6040 | 0.5281 | 0.7267 |
736
- | 0.3739 | 3.3043 | 1368 | 0.5182 | 0.6194 | 0.5182 | 0.7199 |
737
- | 0.3739 | 3.3092 | 1370 | 0.5079 | 0.6019 | 0.5079 | 0.7127 |
738
- | 0.3739 | 3.3140 | 1372 | 0.5177 | 0.6161 | 0.5177 | 0.7195 |
739
- | 0.3739 | 3.3188 | 1374 | 0.5296 | 0.6096 | 0.5296 | 0.7277 |
740
- | 0.3739 | 3.3237 | 1376 | 0.5222 | 0.5978 | 0.5222 | 0.7226 |
741
- | 0.3739 | 3.3285 | 1378 | 0.5233 | 0.6042 | 0.5233 | 0.7234 |
742
- | 0.3739 | 3.3333 | 1380 | 0.5300 | 0.6189 | 0.5300 | 0.7280 |
743
- | 0.3739 | 3.3382 | 1382 | 0.5229 | 0.6091 | 0.5229 | 0.7231 |
744
- | 0.3739 | 3.3430 | 1384 | 0.5241 | 0.6135 | 0.5241 | 0.7239 |
745
- | 0.3739 | 3.3478 | 1386 | 0.5284 | 0.6144 | 0.5284 | 0.7269 |
746
- | 0.3739 | 3.3527 | 1388 | 0.6142 | 0.5804 | 0.6142 | 0.7837 |
747
- | 0.3739 | 3.3575 | 1390 | 0.7004 | 0.5510 | 0.7004 | 0.8369 |
748
- | 0.3739 | 3.3623 | 1392 | 0.5999 | 0.5518 | 0.5999 | 0.7745 |
749
- | 0.3739 | 3.3671 | 1394 | 0.5269 | 0.5986 | 0.5269 | 0.7259 |
750
- | 0.3739 | 3.3720 | 1396 | 0.5215 | 0.5449 | 0.5215 | 0.7221 |
751
- | 0.3739 | 3.3768 | 1398 | 0.5142 | 0.6132 | 0.5142 | 0.7171 |
752
- | 0.3739 | 3.3816 | 1400 | 0.5733 | 0.5771 | 0.5733 | 0.7572 |
753
- | 0.3739 | 3.3865 | 1402 | 0.5459 | 0.6034 | 0.5459 | 0.7388 |
754
- | 0.3739 | 3.3913 | 1404 | 0.4953 | 0.6173 | 0.4953 | 0.7037 |
755
- | 0.3739 | 3.3961 | 1406 | 0.5151 | 0.5804 | 0.5151 | 0.7177 |
756
- | 0.3739 | 3.4010 | 1408 | 0.5031 | 0.6151 | 0.5031 | 0.7093 |
757
- | 0.3739 | 3.4058 | 1410 | 0.5265 | 0.6186 | 0.5265 | 0.7256 |
758
- | 0.3739 | 3.4106 | 1412 | 0.5035 | 0.6267 | 0.5035 | 0.7096 |
759
- | 0.3739 | 3.4155 | 1414 | 0.4991 | 0.6121 | 0.4991 | 0.7065 |
760
- | 0.3739 | 3.4203 | 1416 | 0.4992 | 0.6063 | 0.4992 | 0.7065 |
761
- | 0.3739 | 3.4251 | 1418 | 0.5011 | 0.6111 | 0.5011 | 0.7079 |
762
- | 0.3739 | 3.4300 | 1420 | 0.5063 | 0.6299 | 0.5063 | 0.7115 |
763
- | 0.3739 | 3.4348 | 1422 | 0.5208 | 0.6175 | 0.5208 | 0.7216 |
764
- | 0.3739 | 3.4396 | 1424 | 0.5324 | 0.6035 | 0.5324 | 0.7297 |
765
- | 0.3739 | 3.4444 | 1426 | 0.5515 | 0.5905 | 0.5515 | 0.7426 |
766
- | 0.3739 | 3.4493 | 1428 | 0.5578 | 0.5711 | 0.5578 | 0.7469 |
767
- | 0.3739 | 3.4541 | 1430 | 0.5921 | 0.5561 | 0.5921 | 0.7695 |
768
- | 0.3739 | 3.4589 | 1432 | 0.6094 | 0.5361 | 0.6094 | 0.7806 |
769
- | 0.3739 | 3.4638 | 1434 | 0.6252 | 0.5490 | 0.6252 | 0.7907 |
770
- | 0.3739 | 3.4686 | 1436 | 0.5672 | 0.5601 | 0.5672 | 0.7531 |
771
- | 0.3739 | 3.4734 | 1438 | 0.5317 | 0.5895 | 0.5317 | 0.7292 |
772
- | 0.3739 | 3.4783 | 1440 | 0.5308 | 0.5781 | 0.5308 | 0.7285 |
773
- | 0.3739 | 3.4831 | 1442 | 0.5451 | 0.5954 | 0.5451 | 0.7383 |
774
- | 0.3739 | 3.4879 | 1444 | 0.5521 | 0.5946 | 0.5521 | 0.7431 |
775
- | 0.3739 | 3.4928 | 1446 | 0.5414 | 0.5686 | 0.5414 | 0.7358 |
776
- | 0.3739 | 3.4976 | 1448 | 0.5488 | 0.5757 | 0.5488 | 0.7408 |
777
- | 0.3739 | 3.5024 | 1450 | 0.5482 | 0.5675 | 0.5482 | 0.7404 |
778
- | 0.3739 | 3.5072 | 1452 | 0.5777 | 0.5880 | 0.5777 | 0.7600 |
779
- | 0.3739 | 3.5121 | 1454 | 0.5566 | 0.5889 | 0.5566 | 0.7460 |
780
- | 0.3739 | 3.5169 | 1456 | 0.5382 | 0.6021 | 0.5382 | 0.7336 |
781
- | 0.3739 | 3.5217 | 1458 | 0.5372 | 0.5788 | 0.5372 | 0.7330 |
782
- | 0.3739 | 3.5266 | 1460 | 0.5238 | 0.5973 | 0.5238 | 0.7237 |
783
- | 0.3739 | 3.5314 | 1462 | 0.5278 | 0.5983 | 0.5278 | 0.7265 |
784
- | 0.3739 | 3.5362 | 1464 | 0.5409 | 0.5705 | 0.5409 | 0.7354 |
785
- | 0.3739 | 3.5411 | 1466 | 0.5650 | 0.5756 | 0.5650 | 0.7516 |
786
- | 0.3739 | 3.5459 | 1468 | 0.5443 | 0.5921 | 0.5443 | 0.7378 |
787
- | 0.3739 | 3.5507 | 1470 | 0.5362 | 0.5750 | 0.5362 | 0.7322 |
788
- | 0.3739 | 3.5556 | 1472 | 0.5271 | 0.6038 | 0.5271 | 0.7260 |
789
- | 0.3739 | 3.5604 | 1474 | 0.5560 | 0.6059 | 0.5560 | 0.7456 |
790
- | 0.3739 | 3.5652 | 1476 | 0.5460 | 0.6083 | 0.5460 | 0.7389 |
791
- | 0.3739 | 3.5700 | 1478 | 0.4784 | 0.6363 | 0.4784 | 0.6917 |
792
- | 0.3739 | 3.5749 | 1480 | 0.5219 | 0.6115 | 0.5219 | 0.7224 |
793
- | 0.3739 | 3.5797 | 1482 | 0.5047 | 0.6262 | 0.5047 | 0.7104 |
794
- | 0.3739 | 3.5845 | 1484 | 0.4786 | 0.6301 | 0.4786 | 0.6918 |
795
- | 0.3739 | 3.5894 | 1486 | 0.4943 | 0.6072 | 0.4943 | 0.7031 |
796
- | 0.3739 | 3.5942 | 1488 | 0.5218 | 0.6018 | 0.5218 | 0.7224 |
797
- | 0.3739 | 3.5990 | 1490 | 0.5433 | 0.5953 | 0.5433 | 0.7371 |
798
- | 0.3739 | 3.6039 | 1492 | 0.5743 | 0.5865 | 0.5743 | 0.7578 |
799
- | 0.3739 | 3.6087 | 1494 | 0.5917 | 0.5734 | 0.5917 | 0.7692 |
800
- | 0.3739 | 3.6135 | 1496 | 0.5749 | 0.5781 | 0.5749 | 0.7582 |
801
- | 0.3739 | 3.6184 | 1498 | 0.5753 | 0.5475 | 0.5753 | 0.7585 |
802
- | 0.242 | 3.6232 | 1500 | 0.5600 | 0.5858 | 0.5600 | 0.7483 |
803
- | 0.242 | 3.6280 | 1502 | 0.6065 | 0.5616 | 0.6065 | 0.7788 |
804
- | 0.242 | 3.6329 | 1504 | 0.6002 | 0.5746 | 0.6002 | 0.7747 |
805
- | 0.242 | 3.6377 | 1506 | 0.5420 | 0.5901 | 0.5420 | 0.7362 |
806
- | 0.242 | 3.6425 | 1508 | 0.5138 | 0.5850 | 0.5138 | 0.7168 |
807
- | 0.242 | 3.6473 | 1510 | 0.5099 | 0.5862 | 0.5099 | 0.7141 |
808
- | 0.242 | 3.6522 | 1512 | 0.5163 | 0.5817 | 0.5163 | 0.7186 |
809
- | 0.242 | 3.6570 | 1514 | 0.5199 | 0.5747 | 0.5199 | 0.7210 |
810
- | 0.242 | 3.6618 | 1516 | 0.5277 | 0.5773 | 0.5277 | 0.7264 |
811
- | 0.242 | 3.6667 | 1518 | 0.5367 | 0.5816 | 0.5367 | 0.7326 |
812
- | 0.242 | 3.6715 | 1520 | 0.5413 | 0.5788 | 0.5413 | 0.7358 |
813
 
814
 
815
  ### Framework versions
 
5
  tags:
6
  - generated_from_trainer
7
  model-index:
8
+ - name: ASAP_FineTuningBERT_AugV4_k3_task1_organization_fold4
9
  results: []
10
  ---
11
 
12
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
13
  should probably proofread and complete it, then remove this comment. -->
14
 
15
+ # ASAP_FineTuningBERT_AugV4_k3_task1_organization_fold4
16
 
17
  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset.
18
  It achieves the following results on the evaluation set:
19
+ - Loss: 0.5183
20
+ - Qwk: 0.6191
21
+ - Mse: 0.5183
22
+ - Rmse: 0.7200
23
 
24
  ## Model description
25
 
 
48
 
49
  ### Training results
50
 
51
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
52
+ |:-------------:|:------:|:----:|:---------------:|:------:|:-------:|:------:|
53
+ | No log | 0.0064 | 2 | 10.6976 | 0.0151 | 10.6976 | 3.2707 |
54
+ | No log | 0.0128 | 4 | 9.9961 | 0.0018 | 9.9961 | 3.1617 |
55
+ | No log | 0.0192 | 6 | 9.0365 | 0.0018 | 9.0365 | 3.0061 |
56
+ | No log | 0.0256 | 8 | 7.3828 | 0.0018 | 7.3828 | 2.7171 |
57
+ | No log | 0.0319 | 10 | 5.9928 | 0.0102 | 5.9928 | 2.4480 |
58
+ | No log | 0.0383 | 12 | 4.9253 | 0.0180 | 4.9253 | 2.2193 |
59
+ | No log | 0.0447 | 14 | 3.8175 | 0.0040 | 3.8175 | 1.9538 |
60
+ | No log | 0.0511 | 16 | 3.0563 | 0.0040 | 3.0563 | 1.7482 |
61
+ | No log | 0.0575 | 18 | 2.0004 | 0.1124 | 2.0004 | 1.4144 |
62
+ | No log | 0.0639 | 20 | 1.4535 | 0.0420 | 1.4535 | 1.2056 |
63
+ | No log | 0.0703 | 22 | 1.1248 | 0.0420 | 1.1248 | 1.0605 |
64
+ | No log | 0.0767 | 24 | 0.9114 | 0.0833 | 0.9114 | 0.9547 |
65
+ | No log | 0.0831 | 26 | 0.8260 | 0.1231 | 0.8260 | 0.9089 |
66
+ | No log | 0.0895 | 28 | 0.8795 | 0.0605 | 0.8795 | 0.9378 |
67
+ | No log | 0.0958 | 30 | 0.9493 | 0.0605 | 0.9493 | 0.9743 |
68
+ | No log | 0.1022 | 32 | 0.9037 | 0.0605 | 0.9037 | 0.9506 |
69
+ | No log | 0.1086 | 34 | 0.9315 | 0.0605 | 0.9315 | 0.9651 |
70
+ | No log | 0.1150 | 36 | 0.7498 | 0.1357 | 0.7498 | 0.8659 |
71
+ | No log | 0.1214 | 38 | 0.7274 | 0.2361 | 0.7274 | 0.8529 |
72
+ | No log | 0.1278 | 40 | 0.7870 | 0.1037 | 0.7870 | 0.8871 |
73
+ | No log | 0.1342 | 42 | 0.7136 | 0.2055 | 0.7136 | 0.8447 |
74
+ | No log | 0.1406 | 44 | 0.7068 | 0.2591 | 0.7068 | 0.8407 |
75
+ | No log | 0.1470 | 46 | 0.8590 | 0.2203 | 0.8590 | 0.9268 |
76
+ | No log | 0.1534 | 48 | 0.7828 | 0.2050 | 0.7828 | 0.8848 |
77
+ | No log | 0.1597 | 50 | 0.6309 | 0.3632 | 0.6309 | 0.7943 |
78
+ | No log | 0.1661 | 52 | 0.6086 | 0.4318 | 0.6086 | 0.7801 |
79
+ | No log | 0.1725 | 54 | 0.6145 | 0.4475 | 0.6145 | 0.7839 |
80
+ | No log | 0.1789 | 56 | 0.6889 | 0.3875 | 0.6889 | 0.8300 |
81
+ | No log | 0.1853 | 58 | 0.5929 | 0.4157 | 0.5929 | 0.7700 |
82
+ | No log | 0.1917 | 60 | 0.6896 | 0.4145 | 0.6896 | 0.8304 |
83
+ | No log | 0.1981 | 62 | 0.6523 | 0.3289 | 0.6523 | 0.8077 |
84
+ | No log | 0.2045 | 64 | 0.6290 | 0.4061 | 0.6290 | 0.7931 |
85
+ | No log | 0.2109 | 66 | 0.6864 | 0.3736 | 0.6864 | 0.8285 |
86
+ | No log | 0.2173 | 68 | 0.7471 | 0.3807 | 0.7471 | 0.8644 |
87
+ | No log | 0.2236 | 70 | 0.7549 | 0.4192 | 0.7549 | 0.8688 |
88
+ | No log | 0.2300 | 72 | 0.7381 | 0.5186 | 0.7381 | 0.8591 |
89
+ | No log | 0.2364 | 74 | 0.6931 | 0.4139 | 0.6931 | 0.8325 |
90
+ | No log | 0.2428 | 76 | 0.7369 | 0.3463 | 0.7369 | 0.8584 |
91
+ | No log | 0.2492 | 78 | 0.8489 | 0.3165 | 0.8489 | 0.9214 |
92
+ | No log | 0.2556 | 80 | 0.7489 | 0.4047 | 0.7489 | 0.8654 |
93
+ | No log | 0.2620 | 82 | 0.6745 | 0.4112 | 0.6745 | 0.8213 |
94
+ | No log | 0.2684 | 84 | 0.7131 | 0.5075 | 0.7131 | 0.8444 |
95
+ | No log | 0.2748 | 86 | 0.7908 | 0.4804 | 0.7908 | 0.8893 |
96
+ | No log | 0.2812 | 88 | 1.0346 | 0.4077 | 1.0346 | 1.0172 |
97
+ | No log | 0.2875 | 90 | 0.8698 | 0.4421 | 0.8698 | 0.9326 |
98
+ | No log | 0.2939 | 92 | 0.6438 | 0.5365 | 0.6438 | 0.8024 |
99
+ | No log | 0.3003 | 94 | 0.6090 | 0.5378 | 0.6090 | 0.7804 |
100
+ | No log | 0.3067 | 96 | 0.6244 | 0.5424 | 0.6244 | 0.7902 |
101
+ | No log | 0.3131 | 98 | 0.6923 | 0.5570 | 0.6923 | 0.8320 |
102
+ | No log | 0.3195 | 100 | 0.7009 | 0.5376 | 0.7009 | 0.8372 |
103
+ | No log | 0.3259 | 102 | 0.6552 | 0.5085 | 0.6552 | 0.8094 |
104
+ | No log | 0.3323 | 104 | 0.5452 | 0.4638 | 0.5452 | 0.7384 |
105
+ | No log | 0.3387 | 106 | 0.5407 | 0.4658 | 0.5407 | 0.7353 |
106
+ | No log | 0.3450 | 108 | 0.7330 | 0.4800 | 0.7330 | 0.8561 |
107
+ | No log | 0.3514 | 110 | 1.1506 | 0.3597 | 1.1506 | 1.0727 |
108
+ | No log | 0.3578 | 112 | 1.0139 | 0.3951 | 1.0139 | 1.0069 |
109
+ | No log | 0.3642 | 114 | 0.5955 | 0.4726 | 0.5955 | 0.7717 |
110
+ | No log | 0.3706 | 116 | 0.5616 | 0.4614 | 0.5616 | 0.7494 |
111
+ | No log | 0.3770 | 118 | 0.5556 | 0.4670 | 0.5556 | 0.7454 |
112
+ | No log | 0.3834 | 120 | 0.5376 | 0.5675 | 0.5376 | 0.7332 |
113
+ | No log | 0.3898 | 122 | 0.7907 | 0.4735 | 0.7907 | 0.8892 |
114
+ | No log | 0.3962 | 124 | 0.7590 | 0.4692 | 0.7590 | 0.8712 |
115
+ | No log | 0.4026 | 126 | 0.5981 | 0.5777 | 0.5981 | 0.7734 |
116
+ | No log | 0.4089 | 128 | 0.5535 | 0.5461 | 0.5535 | 0.7440 |
117
+ | No log | 0.4153 | 130 | 0.6093 | 0.5038 | 0.6093 | 0.7806 |
118
+ | No log | 0.4217 | 132 | 0.5694 | 0.5472 | 0.5694 | 0.7546 |
119
+ | No log | 0.4281 | 134 | 0.6110 | 0.5382 | 0.6110 | 0.7817 |
120
+ | No log | 0.4345 | 136 | 0.8399 | 0.4528 | 0.8399 | 0.9164 |
121
+ | No log | 0.4409 | 138 | 0.9017 | 0.4320 | 0.9017 | 0.9496 |
122
+ | No log | 0.4473 | 140 | 0.7277 | 0.4878 | 0.7277 | 0.8530 |
123
+ | No log | 0.4537 | 142 | 0.6339 | 0.4652 | 0.6339 | 0.7962 |
124
+ | No log | 0.4601 | 144 | 0.7151 | 0.4801 | 0.7151 | 0.8456 |
125
+ | No log | 0.4665 | 146 | 0.9164 | 0.4252 | 0.9164 | 0.9573 |
126
+ | No log | 0.4728 | 148 | 0.7634 | 0.4757 | 0.7634 | 0.8738 |
127
+ | No log | 0.4792 | 150 | 0.7318 | 0.4892 | 0.7318 | 0.8555 |
128
+ | No log | 0.4856 | 152 | 0.7747 | 0.4820 | 0.7747 | 0.8802 |
129
+ | No log | 0.4920 | 154 | 0.9758 | 0.4370 | 0.9758 | 0.9878 |
130
+ | No log | 0.4984 | 156 | 0.8152 | 0.4758 | 0.8152 | 0.9029 |
131
+ | No log | 0.5048 | 158 | 0.5220 | 0.5721 | 0.5220 | 0.7225 |
132
+ | No log | 0.5112 | 160 | 0.4944 | 0.5654 | 0.4944 | 0.7031 |
133
+ | No log | 0.5176 | 162 | 0.5132 | 0.5805 | 0.5132 | 0.7164 |
134
+ | No log | 0.5240 | 164 | 0.6965 | 0.5424 | 0.6965 | 0.8346 |
135
+ | No log | 0.5304 | 166 | 0.6770 | 0.5525 | 0.6770 | 0.8228 |
136
+ | No log | 0.5367 | 168 | 0.5627 | 0.5600 | 0.5627 | 0.7501 |
137
+ | No log | 0.5431 | 170 | 0.5510 | 0.5530 | 0.5510 | 0.7423 |
138
+ | No log | 0.5495 | 172 | 0.5958 | 0.5517 | 0.5958 | 0.7719 |
139
+ | No log | 0.5559 | 174 | 0.8923 | 0.4366 | 0.8923 | 0.9446 |
140
+ | No log | 0.5623 | 176 | 1.0900 | 0.3945 | 1.0900 | 1.0440 |
141
+ | No log | 0.5687 | 178 | 0.9399 | 0.4268 | 0.9399 | 0.9695 |
142
+ | No log | 0.5751 | 180 | 0.6555 | 0.5037 | 0.6555 | 0.8096 |
143
+ | No log | 0.5815 | 182 | 0.5297 | 0.5122 | 0.5297 | 0.7278 |
144
+ | No log | 0.5879 | 184 | 0.5230 | 0.5539 | 0.5230 | 0.7232 |
145
+ | No log | 0.5942 | 186 | 0.7054 | 0.5277 | 0.7054 | 0.8399 |
146
+ | No log | 0.6006 | 188 | 0.8842 | 0.4678 | 0.8842 | 0.9403 |
147
+ | No log | 0.6070 | 190 | 0.7241 | 0.5416 | 0.7241 | 0.8510 |
148
+ | No log | 0.6134 | 192 | 0.5087 | 0.6113 | 0.5087 | 0.7132 |
149
+ | No log | 0.6198 | 194 | 0.5255 | 0.5797 | 0.5255 | 0.7249 |
150
+ | No log | 0.6262 | 196 | 0.5003 | 0.6131 | 0.5003 | 0.7073 |
151
+ | No log | 0.6326 | 198 | 0.5129 | 0.6167 | 0.5129 | 0.7162 |
152
+ | No log | 0.6390 | 200 | 0.5193 | 0.6127 | 0.5193 | 0.7206 |
153
+ | No log | 0.6454 | 202 | 0.5125 | 0.6105 | 0.5125 | 0.7159 |
154
+ | No log | 0.6518 | 204 | 0.5372 | 0.5561 | 0.5372 | 0.7329 |
155
+ | No log | 0.6581 | 206 | 0.5307 | 0.5629 | 0.5307 | 0.7285 |
156
+ | No log | 0.6645 | 208 | 0.6072 | 0.5420 | 0.6072 | 0.7792 |
157
+ | No log | 0.6709 | 210 | 0.6902 | 0.5041 | 0.6902 | 0.8308 |
158
+ | No log | 0.6773 | 212 | 0.6275 | 0.5060 | 0.6275 | 0.7921 |
159
+ | No log | 0.6837 | 214 | 0.6659 | 0.4955 | 0.6659 | 0.8160 |
160
+ | No log | 0.6901 | 216 | 0.8504 | 0.4816 | 0.8504 | 0.9221 |
161
+ | No log | 0.6965 | 218 | 0.7728 | 0.4895 | 0.7728 | 0.8791 |
162
+ | No log | 0.7029 | 220 | 0.5888 | 0.5305 | 0.5888 | 0.7673 |
163
+ | No log | 0.7093 | 222 | 0.5723 | 0.5547 | 0.5723 | 0.7565 |
164
+ | No log | 0.7157 | 224 | 0.6764 | 0.5201 | 0.6764 | 0.8225 |
165
+ | No log | 0.7220 | 226 | 0.6787 | 0.5433 | 0.6787 | 0.8239 |
166
+ | No log | 0.7284 | 228 | 0.5720 | 0.5775 | 0.5720 | 0.7563 |
167
+ | No log | 0.7348 | 230 | 0.5406 | 0.5739 | 0.5406 | 0.7352 |
168
+ | No log | 0.7412 | 232 | 0.5786 | 0.5507 | 0.5786 | 0.7607 |
169
+ | No log | 0.7476 | 234 | 0.5417 | 0.6061 | 0.5417 | 0.7360 |
170
+ | No log | 0.7540 | 236 | 0.5549 | 0.6198 | 0.5549 | 0.7449 |
171
+ | No log | 0.7604 | 238 | 0.5894 | 0.6030 | 0.5894 | 0.7677 |
172
+ | No log | 0.7668 | 240 | 0.5628 | 0.6096 | 0.5628 | 0.7502 |
173
+ | No log | 0.7732 | 242 | 0.5680 | 0.5939 | 0.5680 | 0.7536 |
174
+ | No log | 0.7796 | 244 | 0.5545 | 0.6026 | 0.5545 | 0.7447 |
175
+ | No log | 0.7859 | 246 | 0.6209 | 0.5798 | 0.6209 | 0.7880 |
176
+ | No log | 0.7923 | 248 | 0.7483 | 0.5264 | 0.7483 | 0.8651 |
177
+ | No log | 0.7987 | 250 | 0.7413 | 0.5167 | 0.7413 | 0.8610 |
178
+ | No log | 0.8051 | 252 | 0.5843 | 0.5632 | 0.5843 | 0.7644 |
179
+ | No log | 0.8115 | 254 | 0.5770 | 0.5675 | 0.5770 | 0.7596 |
180
+ | No log | 0.8179 | 256 | 0.6677 | 0.5504 | 0.6677 | 0.8171 |
181
+ | No log | 0.8243 | 258 | 0.6314 | 0.5567 | 0.6314 | 0.7946 |
182
+ | No log | 0.8307 | 260 | 0.6593 | 0.5544 | 0.6593 | 0.8120 |
183
+ | No log | 0.8371 | 262 | 0.6755 | 0.5428 | 0.6755 | 0.8219 |
184
+ | No log | 0.8435 | 264 | 0.7745 | 0.5121 | 0.7745 | 0.8801 |
185
+ | No log | 0.8498 | 266 | 0.7679 | 0.5149 | 0.7679 | 0.8763 |
186
+ | No log | 0.8562 | 268 | 0.6124 | 0.5478 | 0.6124 | 0.7826 |
187
+ | No log | 0.8626 | 270 | 0.5935 | 0.5798 | 0.5935 | 0.7704 |
188
+ | No log | 0.8690 | 272 | 0.5883 | 0.5813 | 0.5883 | 0.7670 |
189
+ | No log | 0.8754 | 274 | 0.5864 | 0.5967 | 0.5864 | 0.7657 |
190
+ | No log | 0.8818 | 276 | 0.5265 | 0.6343 | 0.5265 | 0.7256 |
191
+ | No log | 0.8882 | 278 | 0.5375 | 0.6310 | 0.5375 | 0.7331 |
192
+ | No log | 0.8946 | 280 | 0.6137 | 0.5894 | 0.6137 | 0.7834 |
193
+ | No log | 0.9010 | 282 | 0.5380 | 0.6121 | 0.5380 | 0.7335 |
194
+ | No log | 0.9073 | 284 | 0.4957 | 0.6259 | 0.4957 | 0.7041 |
195
+ | No log | 0.9137 | 286 | 0.4976 | 0.6084 | 0.4976 | 0.7054 |
196
+ | No log | 0.9201 | 288 | 0.5236 | 0.5967 | 0.5236 | 0.7236 |
197
+ | No log | 0.9265 | 290 | 0.5187 | 0.6106 | 0.5187 | 0.7202 |
198
+ | No log | 0.9329 | 292 | 0.5303 | 0.6008 | 0.5303 | 0.7282 |
199
+ | No log | 0.9393 | 294 | 0.5534 | 0.5930 | 0.5534 | 0.7439 |
200
+ | No log | 0.9457 | 296 | 0.5842 | 0.5795 | 0.5842 | 0.7643 |
201
+ | No log | 0.9521 | 298 | 0.5277 | 0.6080 | 0.5277 | 0.7264 |
202
+ | No log | 0.9585 | 300 | 0.5998 | 0.5844 | 0.5998 | 0.7745 |
203
+ | No log | 0.9649 | 302 | 0.5526 | 0.5904 | 0.5526 | 0.7434 |
204
+ | No log | 0.9712 | 304 | 0.5529 | 0.5457 | 0.5529 | 0.7435 |
205
+ | No log | 0.9776 | 306 | 0.5998 | 0.5086 | 0.5998 | 0.7745 |
206
+ | No log | 0.9840 | 308 | 0.5176 | 0.5762 | 0.5176 | 0.7195 |
207
+ | No log | 0.9904 | 310 | 0.5566 | 0.6154 | 0.5566 | 0.7460 |
208
+ | No log | 0.9968 | 312 | 0.5388 | 0.6095 | 0.5388 | 0.7340 |
209
+ | No log | 1.0032 | 314 | 0.5417 | 0.6016 | 0.5417 | 0.7360 |
210
+ | No log | 1.0096 | 316 | 0.5253 | 0.5878 | 0.5253 | 0.7248 |
211
+ | No log | 1.0160 | 318 | 0.5322 | 0.5899 | 0.5322 | 0.7296 |
212
+ | No log | 1.0224 | 320 | 0.5501 | 0.5963 | 0.5501 | 0.7417 |
213
+ | No log | 1.0288 | 322 | 0.6302 | 0.5789 | 0.6302 | 0.7939 |
214
+ | No log | 1.0351 | 324 | 0.5568 | 0.6101 | 0.5568 | 0.7462 |
215
+ | No log | 1.0415 | 326 | 0.5858 | 0.6215 | 0.5858 | 0.7654 |
216
+ | No log | 1.0479 | 328 | 0.6811 | 0.5482 | 0.6811 | 0.8253 |
217
+ | No log | 1.0543 | 330 | 0.5708 | 0.6023 | 0.5708 | 0.7555 |
218
+ | No log | 1.0607 | 332 | 0.5379 | 0.6203 | 0.5379 | 0.7334 |
219
+ | No log | 1.0671 | 334 | 0.5669 | 0.6034 | 0.5669 | 0.7529 |
220
+ | No log | 1.0735 | 336 | 0.6221 | 0.5690 | 0.6221 | 0.7888 |
221
+ | No log | 1.0799 | 338 | 0.5613 | 0.5943 | 0.5613 | 0.7492 |
222
+ | No log | 1.0863 | 340 | 0.5605 | 0.5720 | 0.5605 | 0.7487 |
223
+ | No log | 1.0927 | 342 | 0.5771 | 0.5774 | 0.5771 | 0.7597 |
224
+ | No log | 1.0990 | 344 | 0.5707 | 0.5775 | 0.5707 | 0.7555 |
225
+ | No log | 1.1054 | 346 | 0.5464 | 0.5912 | 0.5464 | 0.7392 |
226
+ | No log | 1.1118 | 348 | 0.5536 | 0.5879 | 0.5536 | 0.7440 |
227
+ | No log | 1.1182 | 350 | 0.7107 | 0.5470 | 0.7107 | 0.8430 |
228
+ | No log | 1.1246 | 352 | 0.8504 | 0.5279 | 0.8504 | 0.9222 |
229
+ | No log | 1.1310 | 354 | 0.6671 | 0.5361 | 0.6671 | 0.8167 |
230
+ | No log | 1.1374 | 356 | 0.5682 | 0.5996 | 0.5682 | 0.7538 |
231
+ | No log | 1.1438 | 358 | 0.5568 | 0.5918 | 0.5568 | 0.7462 |
232
+ | No log | 1.1502 | 360 | 0.6755 | 0.5351 | 0.6755 | 0.8219 |
233
+ | No log | 1.1565 | 362 | 0.7539 | 0.5183 | 0.7539 | 0.8683 |
234
+ | No log | 1.1629 | 364 | 0.6043 | 0.5598 | 0.6043 | 0.7773 |
235
+ | No log | 1.1693 | 366 | 0.5314 | 0.6074 | 0.5314 | 0.7289 |
236
+ | No log | 1.1757 | 368 | 0.5330 | 0.6132 | 0.5330 | 0.7301 |
237
+ | No log | 1.1821 | 370 | 0.6910 | 0.5233 | 0.6910 | 0.8312 |
238
+ | No log | 1.1885 | 372 | 0.7723 | 0.5260 | 0.7723 | 0.8788 |
239
+ | No log | 1.1949 | 374 | 0.6120 | 0.5772 | 0.6120 | 0.7823 |
240
+ | No log | 1.2013 | 376 | 0.5166 | 0.6242 | 0.5166 | 0.7188 |
241
+ | No log | 1.2077 | 378 | 0.5251 | 0.6228 | 0.5251 | 0.7246 |
242
+ | No log | 1.2141 | 380 | 0.5431 | 0.6145 | 0.5431 | 0.7369 |
243
+ | No log | 1.2204 | 382 | 0.4983 | 0.6497 | 0.4983 | 0.7059 |
244
+ | No log | 1.2268 | 384 | 0.4982 | 0.6413 | 0.4982 | 0.7058 |
245
+ | No log | 1.2332 | 386 | 0.5007 | 0.6385 | 0.5007 | 0.7076 |
246
+ | No log | 1.2396 | 388 | 0.5311 | 0.6088 | 0.5311 | 0.7288 |
247
+ | No log | 1.2460 | 390 | 0.5182 | 0.6190 | 0.5182 | 0.7199 |
248
+ | No log | 1.2524 | 392 | 0.5226 | 0.6232 | 0.5226 | 0.7229 |
249
+ | No log | 1.2588 | 394 | 0.5408 | 0.6302 | 0.5408 | 0.7354 |
250
+ | No log | 1.2652 | 396 | 0.6128 | 0.5768 | 0.6128 | 0.7828 |
251
+ | No log | 1.2716 | 398 | 0.7495 | 0.5705 | 0.7495 | 0.8657 |
252
+ | No log | 1.2780 | 400 | 0.6667 | 0.5763 | 0.6667 | 0.8165 |
253
+ | No log | 1.2843 | 402 | 0.5745 | 0.6158 | 0.5745 | 0.7579 |
254
+ | No log | 1.2907 | 404 | 0.5674 | 0.6219 | 0.5674 | 0.7533 |
255
+ | No log | 1.2971 | 406 | 0.5665 | 0.6354 | 0.5665 | 0.7527 |
256
+ | No log | 1.3035 | 408 | 0.5966 | 0.5975 | 0.5966 | 0.7724 |
257
+ | No log | 1.3099 | 410 | 0.5241 | 0.6258 | 0.5241 | 0.7240 |
258
+ | No log | 1.3163 | 412 | 0.5306 | 0.5973 | 0.5306 | 0.7284 |
259
+ | No log | 1.3227 | 414 | 0.5108 | 0.6141 | 0.5108 | 0.7147 |
260
+ | No log | 1.3291 | 416 | 0.5241 | 0.6077 | 0.5241 | 0.7239 |
261
+ | No log | 1.3355 | 418 | 0.6375 | 0.5584 | 0.6375 | 0.7984 |
262
+ | No log | 1.3419 | 420 | 0.5985 | 0.5589 | 0.5985 | 0.7736 |
263
+ | No log | 1.3482 | 422 | 0.5688 | 0.5743 | 0.5688 | 0.7542 |
264
+ | No log | 1.3546 | 424 | 0.5825 | 0.5786 | 0.5825 | 0.7632 |
265
+ | No log | 1.3610 | 426 | 0.5940 | 0.5713 | 0.5940 | 0.7707 |
266
+ | No log | 1.3674 | 428 | 0.6371 | 0.5538 | 0.6371 | 0.7982 |
267
+ | No log | 1.3738 | 430 | 0.5536 | 0.5933 | 0.5536 | 0.7440 |
268
+ | No log | 1.3802 | 432 | 0.5361 | 0.6228 | 0.5361 | 0.7322 |
269
+ | No log | 1.3866 | 434 | 0.5363 | 0.6196 | 0.5363 | 0.7324 |
270
+ | No log | 1.3930 | 436 | 0.5986 | 0.5910 | 0.5986 | 0.7737 |
271
+ | No log | 1.3994 | 438 | 0.6832 | 0.5581 | 0.6832 | 0.8265 |
272
+ | No log | 1.4058 | 440 | 0.5976 | 0.5918 | 0.5976 | 0.7730 |
273
+ | No log | 1.4121 | 442 | 0.5662 | 0.6115 | 0.5662 | 0.7525 |
274
+ | No log | 1.4185 | 444 | 0.5450 | 0.6189 | 0.5450 | 0.7382 |
275
+ | No log | 1.4249 | 446 | 0.5688 | 0.5996 | 0.5688 | 0.7542 |
276
+ | No log | 1.4313 | 448 | 0.5659 | 0.6006 | 0.5659 | 0.7522 |
277
+ | No log | 1.4377 | 450 | 0.5032 | 0.6415 | 0.5032 | 0.7094 |
278
+ | No log | 1.4441 | 452 | 0.5190 | 0.5966 | 0.5190 | 0.7204 |
279
+ | No log | 1.4505 | 454 | 0.5279 | 0.5892 | 0.5279 | 0.7266 |
280
+ | No log | 1.4569 | 456 | 0.6419 | 0.5718 | 0.6419 | 0.8012 |
281
+ | No log | 1.4633 | 458 | 0.7961 | 0.5293 | 0.7961 | 0.8922 |
282
+ | No log | 1.4696 | 460 | 0.7711 | 0.5256 | 0.7711 | 0.8781 |
283
+ | No log | 1.4760 | 462 | 0.6106 | 0.5730 | 0.6106 | 0.7814 |
284
+ | No log | 1.4824 | 464 | 0.5586 | 0.6024 | 0.5586 | 0.7474 |
285
+ | No log | 1.4888 | 466 | 0.5769 | 0.5931 | 0.5769 | 0.7595 |
286
+ | No log | 1.4952 | 468 | 0.6146 | 0.5663 | 0.6146 | 0.7839 |
287
+ | No log | 1.5016 | 470 | 0.6625 | 0.5599 | 0.6625 | 0.8139 |
288
+ | No log | 1.5080 | 472 | 0.5637 | 0.5903 | 0.5637 | 0.7508 |
289
+ | No log | 1.5144 | 474 | 0.5309 | 0.6050 | 0.5309 | 0.7286 |
290
+ | No log | 1.5208 | 476 | 0.6172 | 0.5900 | 0.6172 | 0.7856 |
291
+ | No log | 1.5272 | 478 | 0.7000 | 0.5519 | 0.7000 | 0.8367 |
292
+ | No log | 1.5335 | 480 | 0.6096 | 0.5713 | 0.6096 | 0.7807 |
293
+ | No log | 1.5399 | 482 | 0.5232 | 0.6118 | 0.5232 | 0.7233 |
294
+ | No log | 1.5463 | 484 | 0.5266 | 0.6177 | 0.5266 | 0.7257 |
295
+ | No log | 1.5527 | 486 | 0.5599 | 0.6258 | 0.5599 | 0.7483 |
296
+ | No log | 1.5591 | 488 | 0.5965 | 0.5881 | 0.5965 | 0.7723 |
297
+ | No log | 1.5655 | 490 | 0.7104 | 0.5544 | 0.7104 | 0.8429 |
298
+ | No log | 1.5719 | 492 | 0.6976 | 0.5641 | 0.6976 | 0.8352 |
299
+ | No log | 1.5783 | 494 | 0.5298 | 0.6249 | 0.5298 | 0.7278 |
300
+ | No log | 1.5847 | 496 | 0.5669 | 0.6061 | 0.5669 | 0.7529 |
301
+ | No log | 1.5911 | 498 | 0.5585 | 0.6088 | 0.5585 | 0.7473 |
302
+ | 0.9486 | 1.5974 | 500 | 0.5040 | 0.6488 | 0.5040 | 0.7099 |
303
+ | 0.9486 | 1.6038 | 502 | 0.5498 | 0.6225 | 0.5498 | 0.7415 |
304
+ | 0.9486 | 1.6102 | 504 | 0.5270 | 0.6211 | 0.5270 | 0.7259 |
305
+ | 0.9486 | 1.6166 | 506 | 0.5168 | 0.6109 | 0.5168 | 0.7189 |
306
+ | 0.9486 | 1.6230 | 508 | 0.5160 | 0.6206 | 0.5160 | 0.7184 |
307
+ | 0.9486 | 1.6294 | 510 | 0.5183 | 0.6191 | 0.5183 | 0.7200 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
308
 
309
 
310
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