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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: Arabic_FineTuningAraBERT_AugV4_k3_task3_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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- # Arabic_FineTuningAraBERT_AugV4_k3_task3_organization_fold0
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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: 1.2181
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- - Qwk: 0.0128
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- - Mse: 1.2181
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- - Rmse: 1.1037
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  ## Model description
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@@ -49,411 +49,381 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0247 | 2 | 4.3960 | -0.0072 | 4.3960 | 2.0967 |
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- | No log | 0.0494 | 4 | 2.3417 | -0.0722 | 2.3417 | 1.5303 |
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- | No log | 0.0741 | 6 | 1.1361 | 0.0320 | 1.1361 | 1.0659 |
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- | No log | 0.0988 | 8 | 0.9285 | -0.1786 | 0.9285 | 0.9636 |
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- | No log | 0.1235 | 10 | 1.0299 | 0.0351 | 1.0299 | 1.0148 |
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- | No log | 0.1481 | 12 | 1.1548 | 0.0222 | 1.1548 | 1.0746 |
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- | No log | 0.1728 | 14 | 0.9601 | -0.0185 | 0.9601 | 0.9798 |
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- | No log | 0.1975 | 16 | 0.9692 | -0.1786 | 0.9692 | 0.9845 |
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- | No log | 0.2222 | 18 | 0.9289 | 0.0 | 0.9289 | 0.9638 |
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- | No log | 0.2469 | 20 | 0.8552 | 0.0 | 0.8552 | 0.9248 |
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- | No log | 0.2716 | 22 | 0.9645 | -0.0936 | 0.9645 | 0.9821 |
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- | No log | 0.2963 | 24 | 0.9317 | 0.3889 | 0.9317 | 0.9652 |
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- | No log | 0.3210 | 26 | 0.8401 | 0.0 | 0.8401 | 0.9165 |
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- | No log | 0.3457 | 28 | 0.8244 | 0.0 | 0.8244 | 0.9080 |
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- | No log | 0.3704 | 30 | 0.8620 | -0.0185 | 0.8620 | 0.9284 |
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- | No log | 0.3951 | 32 | 0.9979 | 0.1444 | 0.9979 | 0.9990 |
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- | No log | 0.4198 | 34 | 0.9002 | -0.0342 | 0.9002 | 0.9488 |
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- | No log | 0.4444 | 36 | 0.8466 | -0.0342 | 0.8466 | 0.9201 |
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- | No log | 0.4691 | 38 | 0.8932 | -0.0342 | 0.8932 | 0.9451 |
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- | No log | 0.4938 | 40 | 1.0175 | 0.1444 | 1.0175 | 1.0087 |
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- | No log | 0.5185 | 42 | 0.8535 | -0.0342 | 0.8535 | 0.9239 |
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- | No log | 0.5432 | 44 | 0.8486 | -0.0342 | 0.8486 | 0.9212 |
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- | No log | 0.5679 | 46 | 0.8946 | -0.0342 | 0.8946 | 0.9458 |
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- | No log | 0.5926 | 48 | 0.8238 | -0.0185 | 0.8238 | 0.9076 |
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- | No log | 0.6173 | 50 | 0.8067 | 0.0 | 0.8067 | 0.8982 |
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- | No log | 0.6420 | 52 | 0.8398 | -0.0342 | 0.8398 | 0.9164 |
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- | No log | 0.6667 | 54 | 0.9585 | 0.2361 | 0.9585 | 0.9790 |
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- | No log | 0.6914 | 56 | 0.8312 | -0.0342 | 0.8312 | 0.9117 |
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- | No log | 0.7160 | 58 | 0.8056 | -0.0342 | 0.8056 | 0.8975 |
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- | No log | 0.7407 | 60 | 0.8521 | -0.0342 | 0.8521 | 0.9231 |
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- | No log | 0.7654 | 62 | 0.9961 | 0.2092 | 0.9961 | 0.9981 |
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- | No log | 0.7901 | 64 | 1.1976 | 0.1270 | 1.1976 | 1.0943 |
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- | No log | 0.8148 | 66 | 1.2110 | 0.1270 | 1.2110 | 1.1005 |
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- | No log | 0.8395 | 68 | 1.0068 | 0.2667 | 1.0068 | 1.0034 |
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- | No log | 0.8642 | 70 | 0.8634 | 0.2361 | 0.8634 | 0.9292 |
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- | No log | 0.8889 | 72 | 0.8753 | 0.2092 | 0.8753 | 0.9356 |
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- | No log | 0.9136 | 74 | 0.9454 | 0.2092 | 0.9454 | 0.9723 |
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- | No log | 0.9383 | 76 | 0.8314 | -0.0694 | 0.8314 | 0.9118 |
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- | No log | 0.9630 | 78 | 0.6962 | 0.1538 | 0.6962 | 0.8344 |
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- | No log | 0.9877 | 80 | 0.7173 | 0.1037 | 0.7173 | 0.8470 |
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- | No log | 1.0123 | 82 | 0.6693 | 0.1538 | 0.6693 | 0.8181 |
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- | No log | 1.0370 | 84 | 0.6771 | 0.1538 | 0.6771 | 0.8229 |
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- | No log | 1.0617 | 86 | 0.8760 | 0.2092 | 0.8760 | 0.9359 |
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- | No log | 1.0864 | 88 | 1.1085 | 0.1637 | 1.1085 | 1.0528 |
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- | No log | 1.1111 | 90 | 0.9696 | 0.2667 | 0.9696 | 0.9847 |
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- | No log | 1.1358 | 92 | 0.6890 | 0.1270 | 0.6890 | 0.8301 |
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- | No log | 1.1605 | 94 | 0.7006 | 0.1270 | 0.7006 | 0.8370 |
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- | No log | 1.1852 | 96 | 0.7333 | 0.1270 | 0.7333 | 0.8563 |
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- | No log | 1.2099 | 98 | 0.8028 | 0.1037 | 0.8028 | 0.8960 |
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- | No log | 1.2346 | 100 | 0.7563 | 0.1538 | 0.7563 | 0.8696 |
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- | No log | 1.2593 | 102 | 0.7444 | 0.1538 | 0.7444 | 0.8628 |
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- | No log | 1.2840 | 104 | 0.8053 | 0.1037 | 0.8053 | 0.8974 |
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- | No log | 1.3086 | 106 | 0.8464 | 0.1037 | 0.8464 | 0.9200 |
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- | No log | 1.3333 | 108 | 0.9511 | -0.0694 | 0.9511 | 0.9752 |
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- | No log | 1.3580 | 110 | 1.0941 | 0.2092 | 1.0941 | 1.0460 |
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- | No log | 1.3827 | 112 | 0.9086 | 0.1037 | 0.9086 | 0.9532 |
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- | No log | 1.4074 | 114 | 0.7876 | -0.0342 | 0.7876 | 0.8875 |
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- | No log | 1.4321 | 116 | 0.7825 | -0.0342 | 0.7825 | 0.8846 |
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- | No log | 1.4568 | 118 | 0.8508 | 0.1270 | 0.8508 | 0.9224 |
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- | No log | 1.4815 | 120 | 0.8866 | 0.1037 | 0.8866 | 0.9416 |
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- | No log | 1.5062 | 122 | 0.8913 | 0.1270 | 0.8913 | 0.9441 |
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- | No log | 1.5309 | 124 | 0.8346 | 0.1270 | 0.8346 | 0.9135 |
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- | No log | 1.5556 | 126 | 0.8311 | 0.1538 | 0.8311 | 0.9117 |
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- | No log | 1.5802 | 128 | 0.8203 | 0.1538 | 0.8203 | 0.9057 |
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- | No log | 1.6049 | 130 | 0.8964 | 0.1037 | 0.8964 | 0.9468 |
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- | No log | 1.6296 | 132 | 0.9640 | 0.2092 | 0.9640 | 0.9818 |
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- | No log | 1.6543 | 134 | 0.8512 | 0.1270 | 0.8512 | 0.9226 |
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- | No log | 1.6790 | 136 | 0.8112 | 0.2878 | 0.8112 | 0.9007 |
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- | No log | 1.7037 | 138 | 0.8746 | -0.0342 | 0.8746 | 0.9352 |
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- | No log | 1.7284 | 140 | 1.0295 | 0.0833 | 1.0295 | 1.0146 |
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- | No log | 1.7531 | 142 | 0.8955 | -0.0694 | 0.8955 | 0.9463 |
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- | No log | 1.7778 | 144 | 0.7603 | 0.1538 | 0.7603 | 0.8719 |
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- | No log | 1.8025 | 146 | 0.7748 | 0.3636 | 0.7748 | 0.8803 |
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- | No log | 1.8272 | 148 | 0.7563 | 0.3636 | 0.7563 | 0.8697 |
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- | No log | 1.8519 | 150 | 0.8184 | -0.0593 | 0.8184 | 0.9046 |
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- | No log | 1.8765 | 152 | 0.8962 | -0.0593 | 0.8962 | 0.9467 |
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- | No log | 1.9012 | 154 | 0.8837 | -0.0593 | 0.8837 | 0.9400 |
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- | No log | 1.9259 | 156 | 0.8394 | -0.0593 | 0.8394 | 0.9162 |
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- | No log | 1.9506 | 158 | 0.8007 | -0.0476 | 0.8007 | 0.8948 |
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- | No log | 1.9753 | 160 | 0.7874 | 0.1538 | 0.7874 | 0.8873 |
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- | No log | 2.0 | 162 | 0.7703 | 0.1538 | 0.7703 | 0.8776 |
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- | No log | 2.0247 | 164 | 0.7865 | 0.1538 | 0.7865 | 0.8868 |
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- | No log | 2.0494 | 166 | 0.8443 | -0.0593 | 0.8443 | 0.9189 |
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- | No log | 2.0741 | 168 | 0.9205 | -0.0694 | 0.9205 | 0.9595 |
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- | No log | 2.0988 | 170 | 0.8419 | 0.1538 | 0.8419 | 0.9176 |
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- | No log | 2.1235 | 172 | 0.7967 | 0.3231 | 0.7967 | 0.8926 |
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- | No log | 2.1481 | 174 | 0.7849 | 0.3231 | 0.7849 | 0.8860 |
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- | No log | 2.1728 | 176 | 0.8039 | 0.1538 | 0.8039 | 0.8966 |
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- | No log | 2.1975 | 178 | 0.8168 | -0.0476 | 0.8168 | 0.9038 |
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- | No log | 2.2222 | 180 | 0.7995 | -0.0476 | 0.7995 | 0.8941 |
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- | No log | 2.2469 | 182 | 0.7678 | 0.1538 | 0.7678 | 0.8763 |
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- | No log | 2.2716 | 184 | 0.7592 | 0.1538 | 0.7592 | 0.8713 |
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- | No log | 2.2963 | 186 | 0.7440 | 0.1538 | 0.7440 | 0.8625 |
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- | No log | 2.3210 | 188 | 0.7917 | -0.0593 | 0.7917 | 0.8898 |
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- | No log | 2.3457 | 190 | 1.1539 | 0.1852 | 1.1539 | 1.0742 |
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- | No log | 2.3704 | 192 | 1.2213 | 0.2924 | 1.2213 | 1.1051 |
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- | No log | 2.3951 | 194 | 0.8934 | 0.2361 | 0.8934 | 0.9452 |
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- | No log | 2.4198 | 196 | 0.7324 | 0.1538 | 0.7324 | 0.8558 |
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- | No log | 2.4444 | 198 | 0.8021 | 0.2361 | 0.8021 | 0.8956 |
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- | No log | 2.4691 | 200 | 0.8903 | 0.2361 | 0.8903 | 0.9436 |
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- | No log | 2.4938 | 202 | 0.8406 | 0.2361 | 0.8406 | 0.9168 |
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- | No log | 2.5185 | 204 | 0.8508 | 0.2361 | 0.8508 | 0.9224 |
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- | No log | 2.5432 | 206 | 0.7925 | -0.0593 | 0.7925 | 0.8903 |
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- | No log | 2.5679 | 208 | 0.7284 | 0.1538 | 0.7284 | 0.8535 |
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- | No log | 2.5926 | 210 | 0.7292 | 0.1538 | 0.7292 | 0.8539 |
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- | No log | 2.6173 | 212 | 0.7626 | 0.3231 | 0.7626 | 0.8733 |
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- | No log | 2.6420 | 214 | 0.7739 | -0.0476 | 0.7739 | 0.8797 |
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- | No log | 2.6667 | 216 | 0.9015 | -0.0593 | 0.9015 | 0.9495 |
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- | No log | 2.6914 | 218 | 0.9365 | -0.0593 | 0.9365 | 0.9677 |
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- | No log | 2.7160 | 220 | 0.9026 | 0.1295 | 0.9026 | 0.9501 |
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- | No log | 2.7407 | 222 | 0.9552 | 0.2840 | 0.9552 | 0.9773 |
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- | No log | 2.7654 | 224 | 0.9855 | 0.1081 | 0.9855 | 0.9927 |
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- | No log | 2.7901 | 226 | 1.0588 | -0.0694 | 1.0588 | 1.0290 |
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- | No log | 2.8148 | 228 | 1.0203 | -0.0694 | 1.0203 | 1.0101 |
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- | No log | 2.8395 | 230 | 1.0050 | -0.0694 | 1.0050 | 1.0025 |
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- | No log | 2.8642 | 232 | 0.9370 | 0.1081 | 0.9370 | 0.9680 |
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- | No log | 2.8889 | 234 | 0.9158 | 0.1295 | 0.9158 | 0.9570 |
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- | No log | 2.9136 | 236 | 0.9162 | 0.3077 | 0.9162 | 0.9572 |
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- | No log | 2.9383 | 238 | 0.9405 | 0.1538 | 0.9405 | 0.9698 |
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- | No log | 2.9630 | 240 | 0.9327 | 0.1538 | 0.9327 | 0.9658 |
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- | No log | 2.9877 | 242 | 0.9655 | 0.1538 | 0.9655 | 0.9826 |
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- | No log | 3.0123 | 244 | 1.0825 | 0.1734 | 1.0825 | 1.0404 |
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- | No log | 3.0370 | 246 | 1.0008 | 0.2747 | 1.0008 | 1.0004 |
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- | No log | 3.0617 | 248 | 0.9477 | 0.1081 | 0.9477 | 0.9735 |
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- | No log | 3.0864 | 250 | 1.0782 | 0.2092 | 1.0782 | 1.0384 |
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- | No log | 3.1111 | 252 | 0.9980 | 0.2092 | 0.9980 | 0.9990 |
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- | No log | 3.1358 | 254 | 0.8562 | 0.1081 | 0.8562 | 0.9253 |
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- | No log | 3.1605 | 256 | 0.9706 | 0.1734 | 0.9706 | 0.9852 |
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- | No log | 3.1852 | 258 | 0.9684 | 0.1734 | 0.9684 | 0.9841 |
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- | No log | 3.2099 | 260 | 0.8385 | 0.3231 | 0.8385 | 0.9157 |
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- | No log | 3.2346 | 262 | 0.8935 | -0.0694 | 0.8935 | 0.9453 |
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- | No log | 3.2593 | 264 | 0.8689 | -0.0593 | 0.8689 | 0.9322 |
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- | No log | 3.2840 | 266 | 0.8048 | 0.1295 | 0.8048 | 0.8971 |
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- | No log | 3.3086 | 268 | 0.8697 | 0.1791 | 0.8697 | 0.9326 |
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- | No log | 3.3333 | 270 | 1.1246 | -0.0565 | 1.1246 | 1.0605 |
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- | No log | 3.3580 | 272 | 1.1504 | -0.0565 | 1.1504 | 1.0726 |
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- | No log | 3.3827 | 274 | 0.9697 | 0.3265 | 0.9697 | 0.9848 |
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- | No log | 3.4074 | 276 | 0.8916 | 0.3231 | 0.8916 | 0.9443 |
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- | No log | 3.4321 | 278 | 0.9172 | -0.0593 | 0.9172 | 0.9577 |
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- | No log | 3.4568 | 280 | 0.8893 | -0.0593 | 0.8893 | 0.9430 |
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- | No log | 3.4815 | 282 | 0.8808 | 0.3231 | 0.8808 | 0.9385 |
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- | No log | 3.5062 | 284 | 0.9161 | 0.1769 | 0.9161 | 0.9571 |
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- | No log | 3.5309 | 286 | 0.8656 | 0.3231 | 0.8656 | 0.9304 |
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- | No log | 3.5556 | 288 | 0.8808 | 0.1538 | 0.8808 | 0.9385 |
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- | No log | 3.5802 | 290 | 0.9100 | -0.0593 | 0.9100 | 0.9539 |
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- | No log | 3.6049 | 292 | 0.8804 | 0.1538 | 0.8804 | 0.9383 |
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- | No log | 3.6296 | 294 | 0.8761 | 0.1538 | 0.8761 | 0.9360 |
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- | No log | 3.6543 | 296 | 0.8761 | 0.1538 | 0.8761 | 0.9360 |
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- | No log | 3.6790 | 298 | 0.8912 | 0.1538 | 0.8912 | 0.9441 |
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- | No log | 3.7037 | 300 | 0.8880 | 0.1538 | 0.8880 | 0.9423 |
202
- | No log | 3.7284 | 302 | 0.8880 | 0.3231 | 0.8880 | 0.9424 |
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- | No log | 3.7531 | 304 | 0.8797 | 0.3231 | 0.8797 | 0.9379 |
204
- | No log | 3.7778 | 306 | 0.8811 | -0.0476 | 0.8811 | 0.9387 |
205
- | No log | 3.8025 | 308 | 0.8666 | 0.3231 | 0.8666 | 0.9309 |
206
- | No log | 3.8272 | 310 | 0.8522 | 0.3231 | 0.8522 | 0.9232 |
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- | No log | 3.8519 | 312 | 0.8363 | 0.3231 | 0.8363 | 0.9145 |
208
- | No log | 3.8765 | 314 | 0.8474 | 0.3077 | 0.8474 | 0.9205 |
209
- | No log | 3.9012 | 316 | 0.8653 | 0.1538 | 0.8653 | 0.9302 |
210
- | No log | 3.9259 | 318 | 0.9279 | 0.2747 | 0.9279 | 0.9633 |
211
- | No log | 3.9506 | 320 | 0.9306 | 0.2747 | 0.9306 | 0.9647 |
212
- | No log | 3.9753 | 322 | 0.9109 | 0.3077 | 0.9109 | 0.9544 |
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- | No log | 4.0 | 324 | 0.9168 | 0.3077 | 0.9168 | 0.9575 |
214
- | No log | 4.0247 | 326 | 0.9241 | 0.3077 | 0.9241 | 0.9613 |
215
- | No log | 4.0494 | 328 | 0.9436 | 0.4359 | 0.9436 | 0.9714 |
216
- | No log | 4.0741 | 330 | 0.9720 | 0.2840 | 0.9720 | 0.9859 |
217
- | No log | 4.0988 | 332 | 0.9245 | 0.3077 | 0.9245 | 0.9615 |
218
- | No log | 4.1235 | 334 | 0.9079 | 0.1538 | 0.9079 | 0.9528 |
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- | No log | 4.1481 | 336 | 0.8925 | 0.1538 | 0.8925 | 0.9447 |
220
- | No log | 4.1728 | 338 | 0.8781 | 0.3077 | 0.8781 | 0.9371 |
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- | No log | 4.1975 | 340 | 0.8807 | 0.3077 | 0.8807 | 0.9385 |
222
- | No log | 4.2222 | 342 | 0.8629 | 0.3077 | 0.8629 | 0.9289 |
223
- | No log | 4.2469 | 344 | 0.8682 | 0.3077 | 0.8682 | 0.9318 |
224
- | No log | 4.2716 | 346 | 0.8771 | 0.3077 | 0.8771 | 0.9365 |
225
- | No log | 4.2963 | 348 | 0.8911 | 0.3077 | 0.8911 | 0.9440 |
226
- | No log | 4.3210 | 350 | 0.8915 | 0.3077 | 0.8915 | 0.9442 |
227
- | No log | 4.3457 | 352 | 0.9127 | 0.3077 | 0.9127 | 0.9554 |
228
- | No log | 4.3704 | 354 | 0.9438 | 0.4359 | 0.9438 | 0.9715 |
229
- | No log | 4.3951 | 356 | 0.9062 | 0.3077 | 0.9062 | 0.9520 |
230
- | No log | 4.4198 | 358 | 0.8933 | 0.3077 | 0.8933 | 0.9451 |
231
- | No log | 4.4444 | 360 | 0.8927 | 0.3077 | 0.8927 | 0.9449 |
232
- | No log | 4.4691 | 362 | 0.9062 | 0.4359 | 0.9062 | 0.9520 |
233
- | No log | 4.4938 | 364 | 0.9340 | 0.1750 | 0.9340 | 0.9664 |
234
- | No log | 4.5185 | 366 | 0.9071 | 0.2840 | 0.9071 | 0.9524 |
235
- | No log | 4.5432 | 368 | 0.8658 | 0.3077 | 0.8658 | 0.9305 |
236
- | No log | 4.5679 | 370 | 0.9001 | -0.0405 | 0.9001 | 0.9487 |
237
- | No log | 4.5926 | 372 | 0.9051 | -0.0405 | 0.9051 | 0.9514 |
238
- | No log | 4.6173 | 374 | 0.8755 | 0.3077 | 0.8755 | 0.9357 |
239
- | No log | 4.6420 | 376 | 0.9282 | 0.4359 | 0.9282 | 0.9634 |
240
- | No log | 4.6667 | 378 | 0.9485 | 0.3265 | 0.9485 | 0.9739 |
241
- | No log | 4.6914 | 380 | 0.9411 | 0.3265 | 0.9411 | 0.9701 |
242
- | No log | 4.7160 | 382 | 0.9442 | 0.2840 | 0.9442 | 0.9717 |
243
- | No log | 4.7407 | 384 | 0.9633 | 0.2840 | 0.9633 | 0.9815 |
244
- | No log | 4.7654 | 386 | 1.0023 | 0.2840 | 1.0023 | 1.0012 |
245
- | No log | 4.7901 | 388 | 1.0885 | 0.1734 | 1.0885 | 1.0433 |
246
- | No log | 4.8148 | 390 | 1.1104 | 0.1734 | 1.1104 | 1.0538 |
247
- | No log | 4.8395 | 392 | 1.1037 | 0.1734 | 1.1037 | 1.0506 |
248
- | No log | 4.8642 | 394 | 1.0566 | 0.2840 | 1.0566 | 1.0279 |
249
- | No log | 4.8889 | 396 | 1.0282 | 0.2840 | 1.0282 | 1.0140 |
250
- | No log | 4.9136 | 398 | 1.0061 | 0.1750 | 1.0061 | 1.0031 |
251
- | No log | 4.9383 | 400 | 0.9694 | 0.1538 | 0.9694 | 0.9846 |
252
- | No log | 4.9630 | 402 | 0.9530 | 0.1538 | 0.9530 | 0.9762 |
253
- | No log | 4.9877 | 404 | 0.9321 | 0.1538 | 0.9321 | 0.9654 |
254
- | No log | 5.0123 | 406 | 0.9245 | 0.1538 | 0.9245 | 0.9615 |
255
- | No log | 5.0370 | 408 | 0.9377 | 0.1538 | 0.9377 | 0.9683 |
256
- | No log | 5.0617 | 410 | 1.0046 | 0.2747 | 1.0046 | 1.0023 |
257
- | No log | 5.0864 | 412 | 1.0687 | 0.1734 | 1.0687 | 1.0338 |
258
- | No log | 5.1111 | 414 | 1.0419 | 0.2747 | 1.0419 | 1.0207 |
259
- | No log | 5.1358 | 416 | 1.0082 | 0.1538 | 1.0082 | 1.0041 |
260
- | No log | 5.1605 | 418 | 1.0117 | -0.1579 | 1.0117 | 1.0058 |
261
- | No log | 5.1852 | 420 | 1.0265 | 0.1538 | 1.0265 | 1.0132 |
262
- | No log | 5.2099 | 422 | 1.0795 | 0.2747 | 1.0795 | 1.0390 |
263
- | No log | 5.2346 | 424 | 1.1154 | 0.2747 | 1.1154 | 1.0561 |
264
- | No log | 5.2593 | 426 | 1.1061 | 0.2747 | 1.1061 | 1.0517 |
265
- | No log | 5.2840 | 428 | 1.1004 | 0.2747 | 1.1004 | 1.0490 |
266
- | No log | 5.3086 | 430 | 1.0753 | 0.2840 | 1.0753 | 1.0370 |
267
- | No log | 5.3333 | 432 | 1.0571 | 0.1538 | 1.0571 | 1.0282 |
268
- | No log | 5.3580 | 434 | 1.0422 | 0.0 | 1.0422 | 1.0209 |
269
- | No log | 5.3827 | 436 | 1.0495 | 0.0 | 1.0495 | 1.0245 |
270
- | No log | 5.4074 | 438 | 1.0726 | 0.1538 | 1.0726 | 1.0357 |
271
- | No log | 5.4321 | 440 | 1.1859 | 0.1734 | 1.1859 | 1.0890 |
272
- | No log | 5.4568 | 442 | 1.2738 | 0.1734 | 1.2738 | 1.1286 |
273
- | No log | 5.4815 | 444 | 1.2410 | 0.1734 | 1.2410 | 1.1140 |
274
- | No log | 5.5062 | 446 | 1.1863 | 0.2747 | 1.1863 | 1.0892 |
275
- | No log | 5.5309 | 448 | 1.1301 | 0.0112 | 1.1301 | 1.0630 |
276
- | No log | 5.5556 | 450 | 1.1036 | -0.1333 | 1.1036 | 1.0505 |
277
- | No log | 5.5802 | 452 | 1.0973 | -0.1333 | 1.0973 | 1.0475 |
278
- | No log | 5.6049 | 454 | 1.1763 | 0.1538 | 1.1763 | 1.0846 |
279
- | No log | 5.6296 | 456 | 1.2398 | 0.2747 | 1.2398 | 1.1134 |
280
- | No log | 5.6543 | 458 | 1.2214 | 0.2747 | 1.2214 | 1.1052 |
281
- | No log | 5.6790 | 460 | 1.1595 | 0.1538 | 1.1595 | 1.0768 |
282
- | No log | 5.7037 | 462 | 1.1051 | -0.1333 | 1.1051 | 1.0513 |
283
- | No log | 5.7284 | 464 | 1.0788 | -0.1333 | 1.0788 | 1.0387 |
284
- | No log | 5.7531 | 466 | 1.0838 | 0.0128 | 1.0838 | 1.0411 |
285
- | No log | 5.7778 | 468 | 1.1187 | 0.1538 | 1.1187 | 1.0577 |
286
- | No log | 5.8025 | 470 | 1.1421 | 0.1538 | 1.1421 | 1.0687 |
287
- | No log | 5.8272 | 472 | 1.1944 | 0.1538 | 1.1944 | 1.0929 |
288
- | No log | 5.8519 | 474 | 1.2612 | 0.2747 | 1.2612 | 1.1230 |
289
- | No log | 5.8765 | 476 | 1.2832 | 0.2747 | 1.2832 | 1.1328 |
290
- | No log | 5.9012 | 478 | 1.2297 | 0.2747 | 1.2297 | 1.1089 |
291
- | No log | 5.9259 | 480 | 1.1818 | 0.1538 | 1.1818 | 1.0871 |
292
- | No log | 5.9506 | 482 | 1.1645 | -0.1333 | 1.1645 | 1.0791 |
293
- | No log | 5.9753 | 484 | 1.1532 | -0.1333 | 1.1532 | 1.0739 |
294
- | No log | 6.0 | 486 | 1.1523 | 0.1538 | 1.1523 | 1.0734 |
295
- | No log | 6.0247 | 488 | 1.1778 | 0.1734 | 1.1778 | 1.0852 |
296
- | No log | 6.0494 | 490 | 1.2135 | 0.1734 | 1.2135 | 1.1016 |
297
- | No log | 6.0741 | 492 | 1.2008 | 0.1734 | 1.2008 | 1.0958 |
298
- | No log | 6.0988 | 494 | 1.1439 | 0.0375 | 1.1439 | 1.0695 |
299
- | No log | 6.1235 | 496 | 1.1058 | 0.0128 | 1.1058 | 1.0515 |
300
- | No log | 6.1481 | 498 | 1.0942 | 0.0128 | 1.0942 | 1.0460 |
301
- | 0.2855 | 6.1728 | 500 | 1.0990 | 0.0128 | 1.0990 | 1.0483 |
302
- | 0.2855 | 6.1975 | 502 | 1.1167 | 0.0128 | 1.1167 | 1.0567 |
303
- | 0.2855 | 6.2222 | 504 | 1.1438 | 0.1538 | 1.1438 | 1.0695 |
304
- | 0.2855 | 6.2469 | 506 | 1.1961 | 0.1538 | 1.1961 | 1.0936 |
305
- | 0.2855 | 6.2716 | 508 | 1.2529 | 0.1538 | 1.2529 | 1.1193 |
306
- | 0.2855 | 6.2963 | 510 | 1.2496 | 0.1538 | 1.2496 | 1.1178 |
307
- | 0.2855 | 6.3210 | 512 | 1.2245 | 0.1538 | 1.2245 | 1.1066 |
308
- | 0.2855 | 6.3457 | 514 | 1.2276 | 0.1538 | 1.2276 | 1.1080 |
309
- | 0.2855 | 6.3704 | 516 | 1.2488 | 0.1538 | 1.2488 | 1.1175 |
310
- | 0.2855 | 6.3951 | 518 | 1.2722 | 0.1538 | 1.2722 | 1.1279 |
311
- | 0.2855 | 6.4198 | 520 | 1.2586 | 0.1538 | 1.2586 | 1.1219 |
312
- | 0.2855 | 6.4444 | 522 | 1.2645 | 0.1538 | 1.2645 | 1.1245 |
313
- | 0.2855 | 6.4691 | 524 | 1.2970 | 0.1734 | 1.2970 | 1.1389 |
314
- | 0.2855 | 6.4938 | 526 | 1.2660 | 0.2747 | 1.2660 | 1.1252 |
315
- | 0.2855 | 6.5185 | 528 | 1.2386 | 0.1538 | 1.2386 | 1.1129 |
316
- | 0.2855 | 6.5432 | 530 | 1.1786 | 0.1538 | 1.1786 | 1.0856 |
317
- | 0.2855 | 6.5679 | 532 | 1.1559 | -0.1333 | 1.1559 | 1.0751 |
318
- | 0.2855 | 6.5926 | 534 | 1.1504 | -0.1333 | 1.1504 | 1.0726 |
319
- | 0.2855 | 6.6173 | 536 | 1.1645 | 0.0128 | 1.1645 | 1.0791 |
320
- | 0.2855 | 6.6420 | 538 | 1.1750 | 0.1538 | 1.1750 | 1.0840 |
321
- | 0.2855 | 6.6667 | 540 | 1.1524 | 0.0128 | 1.1524 | 1.0735 |
322
- | 0.2855 | 6.6914 | 542 | 1.1520 | 0.0128 | 1.1520 | 1.0733 |
323
- | 0.2855 | 6.7160 | 544 | 1.1766 | 0.1538 | 1.1766 | 1.0847 |
324
- | 0.2855 | 6.7407 | 546 | 1.2075 | 0.0375 | 1.2075 | 1.0989 |
325
- | 0.2855 | 6.7654 | 548 | 1.1962 | 0.0375 | 1.1962 | 1.0937 |
326
- | 0.2855 | 6.7901 | 550 | 1.1440 | 0.1538 | 1.1440 | 1.0696 |
327
- | 0.2855 | 6.8148 | 552 | 1.0922 | -0.1333 | 1.0922 | 1.0451 |
328
- | 0.2855 | 6.8395 | 554 | 1.0891 | -0.1892 | 1.0891 | 1.0436 |
329
- | 0.2855 | 6.8642 | 556 | 1.1052 | -0.0593 | 1.1052 | 1.0513 |
330
- | 0.2855 | 6.8889 | 558 | 1.1018 | -0.0593 | 1.1018 | 1.0497 |
331
- | 0.2855 | 6.9136 | 560 | 1.0769 | -0.1892 | 1.0769 | 1.0377 |
332
- | 0.2855 | 6.9383 | 562 | 1.0833 | -0.1379 | 1.0833 | 1.0408 |
333
- | 0.2855 | 6.9630 | 564 | 1.1400 | 0.0375 | 1.1400 | 1.0677 |
334
- | 0.2855 | 6.9877 | 566 | 1.2096 | 0.1734 | 1.2096 | 1.0998 |
335
- | 0.2855 | 7.0123 | 568 | 1.2250 | 0.1734 | 1.2250 | 1.1068 |
336
- | 0.2855 | 7.0370 | 570 | 1.1917 | 0.0375 | 1.1917 | 1.0917 |
337
- | 0.2855 | 7.0617 | 572 | 1.1443 | 0.0128 | 1.1443 | 1.0697 |
338
- | 0.2855 | 7.0864 | 574 | 1.1321 | -0.1379 | 1.1321 | 1.0640 |
339
- | 0.2855 | 7.1111 | 576 | 1.1486 | -0.1379 | 1.1486 | 1.0717 |
340
- | 0.2855 | 7.1358 | 578 | 1.1539 | -0.1379 | 1.1539 | 1.0742 |
341
- | 0.2855 | 7.1605 | 580 | 1.1523 | -0.1379 | 1.1523 | 1.0734 |
342
- | 0.2855 | 7.1852 | 582 | 1.1741 | 0.0128 | 1.1741 | 1.0835 |
343
- | 0.2855 | 7.2099 | 584 | 1.2108 | 0.0128 | 1.2108 | 1.1004 |
344
- | 0.2855 | 7.2346 | 586 | 1.2707 | 0.1734 | 1.2707 | 1.1272 |
345
- | 0.2855 | 7.2593 | 588 | 1.3068 | 0.1734 | 1.3068 | 1.1432 |
346
- | 0.2855 | 7.2840 | 590 | 1.3092 | 0.1734 | 1.3092 | 1.1442 |
347
- | 0.2855 | 7.3086 | 592 | 1.2829 | 0.1734 | 1.2829 | 1.1327 |
348
- | 0.2855 | 7.3333 | 594 | 1.2450 | 0.1538 | 1.2450 | 1.1158 |
349
- | 0.2855 | 7.3580 | 596 | 1.2112 | 0.0128 | 1.2112 | 1.1005 |
350
- | 0.2855 | 7.3827 | 598 | 1.2079 | -0.1333 | 1.2079 | 1.0990 |
351
- | 0.2855 | 7.4074 | 600 | 1.2106 | -0.1333 | 1.2106 | 1.1003 |
352
- | 0.2855 | 7.4321 | 602 | 1.2240 | 0.0128 | 1.2240 | 1.1063 |
353
- | 0.2855 | 7.4568 | 604 | 1.2588 | 0.0128 | 1.2588 | 1.1219 |
354
- | 0.2855 | 7.4815 | 606 | 1.2803 | 0.1538 | 1.2803 | 1.1315 |
355
- | 0.2855 | 7.5062 | 608 | 1.3158 | 0.2747 | 1.3158 | 1.1471 |
356
- | 0.2855 | 7.5309 | 610 | 1.3207 | 0.1734 | 1.3207 | 1.1492 |
357
- | 0.2855 | 7.5556 | 612 | 1.2898 | 0.1538 | 1.2898 | 1.1357 |
358
- | 0.2855 | 7.5802 | 614 | 1.2604 | 0.0128 | 1.2604 | 1.1227 |
359
- | 0.2855 | 7.6049 | 616 | 1.2495 | 0.0128 | 1.2495 | 1.1178 |
360
- | 0.2855 | 7.6296 | 618 | 1.2366 | 0.0128 | 1.2366 | 1.1120 |
361
- | 0.2855 | 7.6543 | 620 | 1.2416 | 0.0128 | 1.2416 | 1.1143 |
362
- | 0.2855 | 7.6790 | 622 | 1.2568 | 0.0128 | 1.2568 | 1.1211 |
363
- | 0.2855 | 7.7037 | 624 | 1.2566 | 0.0128 | 1.2566 | 1.1210 |
364
- | 0.2855 | 7.7284 | 626 | 1.2678 | 0.0128 | 1.2678 | 1.1260 |
365
- | 0.2855 | 7.7531 | 628 | 1.3047 | 0.0128 | 1.3047 | 1.1422 |
366
- | 0.2855 | 7.7778 | 630 | 1.3534 | 0.2747 | 1.3534 | 1.1633 |
367
- | 0.2855 | 7.8025 | 632 | 1.3815 | 0.2747 | 1.3815 | 1.1754 |
368
- | 0.2855 | 7.8272 | 634 | 1.3843 | 0.1734 | 1.3843 | 1.1766 |
369
- | 0.2855 | 7.8519 | 636 | 1.3410 | 0.2747 | 1.3410 | 1.1580 |
370
- | 0.2855 | 7.8765 | 638 | 1.2823 | 0.2747 | 1.2823 | 1.1324 |
371
- | 0.2855 | 7.9012 | 640 | 1.2208 | 0.0128 | 1.2208 | 1.1049 |
372
- | 0.2855 | 7.9259 | 642 | 1.1780 | 0.0128 | 1.1780 | 1.0853 |
373
- | 0.2855 | 7.9506 | 644 | 1.1467 | 0.0128 | 1.1467 | 1.0708 |
374
- | 0.2855 | 7.9753 | 646 | 1.1135 | 0.0 | 1.1135 | 1.0552 |
375
- | 0.2855 | 8.0 | 648 | 1.0844 | -0.1579 | 1.0844 | 1.0413 |
376
- | 0.2855 | 8.0247 | 650 | 1.0654 | -0.1579 | 1.0654 | 1.0322 |
377
- | 0.2855 | 8.0494 | 652 | 1.0544 | 0.0 | 1.0544 | 1.0268 |
378
- | 0.2855 | 8.0741 | 654 | 1.0540 | 0.0 | 1.0540 | 1.0266 |
379
- | 0.2855 | 8.0988 | 656 | 1.0733 | 0.0375 | 1.0733 | 1.0360 |
380
- | 0.2855 | 8.1235 | 658 | 1.0871 | 0.0375 | 1.0871 | 1.0427 |
381
- | 0.2855 | 8.1481 | 660 | 1.0887 | 0.0375 | 1.0887 | 1.0434 |
382
- | 0.2855 | 8.1728 | 662 | 1.0828 | -0.1224 | 1.0828 | 1.0406 |
383
- | 0.2855 | 8.1975 | 664 | 1.0759 | 0.0 | 1.0759 | 1.0373 |
384
- | 0.2855 | 8.2222 | 666 | 1.0851 | 0.0 | 1.0851 | 1.0417 |
385
- | 0.2855 | 8.2469 | 668 | 1.0903 | 0.0 | 1.0903 | 1.0442 |
386
- | 0.2855 | 8.2716 | 670 | 1.0931 | 0.0 | 1.0931 | 1.0455 |
387
- | 0.2855 | 8.2963 | 672 | 1.1035 | -0.1579 | 1.1035 | 1.0505 |
388
- | 0.2855 | 8.3210 | 674 | 1.1125 | -0.1579 | 1.1125 | 1.0548 |
389
- | 0.2855 | 8.3457 | 676 | 1.1201 | -0.1579 | 1.1201 | 1.0583 |
390
- | 0.2855 | 8.3704 | 678 | 1.1248 | -0.1579 | 1.1248 | 1.0606 |
391
- | 0.2855 | 8.3951 | 680 | 1.1311 | 0.0128 | 1.1311 | 1.0635 |
392
- | 0.2855 | 8.4198 | 682 | 1.1359 | 0.0128 | 1.1359 | 1.0658 |
393
- | 0.2855 | 8.4444 | 684 | 1.1452 | 0.0128 | 1.1452 | 1.0702 |
394
- | 0.2855 | 8.4691 | 686 | 1.1558 | 0.0128 | 1.1558 | 1.0751 |
395
- | 0.2855 | 8.4938 | 688 | 1.1628 | 0.0128 | 1.1628 | 1.0783 |
396
- | 0.2855 | 8.5185 | 690 | 1.1678 | 0.0128 | 1.1678 | 1.0806 |
397
- | 0.2855 | 8.5432 | 692 | 1.1732 | 0.0128 | 1.1732 | 1.0832 |
398
- | 0.2855 | 8.5679 | 694 | 1.1649 | -0.1333 | 1.1649 | 1.0793 |
399
- | 0.2855 | 8.5926 | 696 | 1.1593 | -0.1579 | 1.1593 | 1.0767 |
400
- | 0.2855 | 8.6173 | 698 | 1.1531 | -0.1579 | 1.1531 | 1.0738 |
401
- | 0.2855 | 8.6420 | 700 | 1.1476 | -0.1579 | 1.1476 | 1.0712 |
402
- | 0.2855 | 8.6667 | 702 | 1.1496 | 0.0128 | 1.1496 | 1.0722 |
403
- | 0.2855 | 8.6914 | 704 | 1.1567 | 0.0128 | 1.1567 | 1.0755 |
404
- | 0.2855 | 8.7160 | 706 | 1.1670 | 0.0128 | 1.1670 | 1.0803 |
405
- | 0.2855 | 8.7407 | 708 | 1.1714 | 0.0128 | 1.1714 | 1.0823 |
406
- | 0.2855 | 8.7654 | 710 | 1.1774 | 0.0128 | 1.1774 | 1.0851 |
407
- | 0.2855 | 8.7901 | 712 | 1.1875 | 0.0128 | 1.1875 | 1.0897 |
408
- | 0.2855 | 8.8148 | 714 | 1.1916 | 0.0128 | 1.1916 | 1.0916 |
409
- | 0.2855 | 8.8395 | 716 | 1.1879 | 0.0128 | 1.1879 | 1.0899 |
410
- | 0.2855 | 8.8642 | 718 | 1.1868 | 0.0128 | 1.1868 | 1.0894 |
411
- | 0.2855 | 8.8889 | 720 | 1.1850 | 0.0128 | 1.1850 | 1.0886 |
412
- | 0.2855 | 8.9136 | 722 | 1.1880 | 0.0128 | 1.1880 | 1.0900 |
413
- | 0.2855 | 8.9383 | 724 | 1.1915 | 0.0128 | 1.1915 | 1.0916 |
414
- | 0.2855 | 8.9630 | 726 | 1.1946 | 0.0128 | 1.1946 | 1.0930 |
415
- | 0.2855 | 8.9877 | 728 | 1.1972 | 0.0128 | 1.1972 | 1.0942 |
416
- | 0.2855 | 9.0123 | 730 | 1.2057 | 0.0128 | 1.2057 | 1.0980 |
417
- | 0.2855 | 9.0370 | 732 | 1.2135 | 0.0128 | 1.2135 | 1.1016 |
418
- | 0.2855 | 9.0617 | 734 | 1.2107 | 0.0128 | 1.2107 | 1.1003 |
419
- | 0.2855 | 9.0864 | 736 | 1.2101 | 0.0128 | 1.2101 | 1.1001 |
420
- | 0.2855 | 9.1111 | 738 | 1.2167 | 0.0128 | 1.2167 | 1.1030 |
421
- | 0.2855 | 9.1358 | 740 | 1.2290 | 0.0128 | 1.2290 | 1.1086 |
422
- | 0.2855 | 9.1605 | 742 | 1.2447 | 0.0128 | 1.2447 | 1.1157 |
423
- | 0.2855 | 9.1852 | 744 | 1.2554 | 0.0128 | 1.2554 | 1.1204 |
424
- | 0.2855 | 9.2099 | 746 | 1.2539 | 0.0128 | 1.2539 | 1.1198 |
425
- | 0.2855 | 9.2346 | 748 | 1.2438 | 0.0128 | 1.2438 | 1.1153 |
426
- | 0.2855 | 9.2593 | 750 | 1.2320 | 0.0128 | 1.2320 | 1.1100 |
427
- | 0.2855 | 9.2840 | 752 | 1.2232 | 0.0128 | 1.2232 | 1.1060 |
428
- | 0.2855 | 9.3086 | 754 | 1.2159 | 0.0128 | 1.2159 | 1.1027 |
429
- | 0.2855 | 9.3333 | 756 | 1.2125 | 0.0128 | 1.2125 | 1.1011 |
430
- | 0.2855 | 9.3580 | 758 | 1.2121 | 0.0128 | 1.2121 | 1.1010 |
431
- | 0.2855 | 9.3827 | 760 | 1.2137 | 0.0128 | 1.2137 | 1.1017 |
432
- | 0.2855 | 9.4074 | 762 | 1.2155 | 0.0128 | 1.2155 | 1.1025 |
433
- | 0.2855 | 9.4321 | 764 | 1.2176 | 0.0128 | 1.2176 | 1.1035 |
434
- | 0.2855 | 9.4568 | 766 | 1.2159 | 0.0128 | 1.2159 | 1.1027 |
435
- | 0.2855 | 9.4815 | 768 | 1.2142 | 0.0128 | 1.2142 | 1.1019 |
436
- | 0.2855 | 9.5062 | 770 | 1.2087 | 0.0128 | 1.2087 | 1.0994 |
437
- | 0.2855 | 9.5309 | 772 | 1.2041 | 0.0128 | 1.2041 | 1.0973 |
438
- | 0.2855 | 9.5556 | 774 | 1.2021 | 0.0128 | 1.2021 | 1.0964 |
439
- | 0.2855 | 9.5802 | 776 | 1.1990 | 0.0128 | 1.1990 | 1.0950 |
440
- | 0.2855 | 9.6049 | 778 | 1.1967 | 0.0128 | 1.1967 | 1.0939 |
441
- | 0.2855 | 9.6296 | 780 | 1.1971 | 0.0128 | 1.1971 | 1.0941 |
442
- | 0.2855 | 9.6543 | 782 | 1.1965 | 0.0128 | 1.1965 | 1.0939 |
443
- | 0.2855 | 9.6790 | 784 | 1.1969 | 0.0128 | 1.1969 | 1.0940 |
444
- | 0.2855 | 9.7037 | 786 | 1.2007 | 0.0128 | 1.2007 | 1.0957 |
445
- | 0.2855 | 9.7284 | 788 | 1.2058 | 0.0128 | 1.2058 | 1.0981 |
446
- | 0.2855 | 9.7531 | 790 | 1.2103 | 0.0128 | 1.2103 | 1.1001 |
447
- | 0.2855 | 9.7778 | 792 | 1.2130 | 0.0128 | 1.2130 | 1.1014 |
448
- | 0.2855 | 9.8025 | 794 | 1.2127 | 0.0128 | 1.2127 | 1.1012 |
449
- | 0.2855 | 9.8272 | 796 | 1.2119 | 0.0128 | 1.2119 | 1.1008 |
450
- | 0.2855 | 9.8519 | 798 | 1.2130 | 0.0128 | 1.2130 | 1.1014 |
451
- | 0.2855 | 9.8765 | 800 | 1.2147 | 0.0128 | 1.2147 | 1.1021 |
452
- | 0.2855 | 9.9012 | 802 | 1.2158 | 0.0128 | 1.2158 | 1.1027 |
453
- | 0.2855 | 9.9259 | 804 | 1.2170 | 0.0128 | 1.2170 | 1.1032 |
454
- | 0.2855 | 9.9506 | 806 | 1.2180 | 0.0128 | 1.2180 | 1.1036 |
455
- | 0.2855 | 9.9753 | 808 | 1.2181 | 0.0128 | 1.2181 | 1.1037 |
456
- | 0.2855 | 10.0 | 810 | 1.2181 | 0.0128 | 1.2181 | 1.1037 |
457
 
458
 
459
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_FineTuningAraBERT_AugV4_k3_task3_organization_fold1
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
+ # Arabic_FineTuningAraBERT_AugV4_k3_task3_organization_fold1
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5688
19
+ - Qwk: 0.2667
20
+ - Mse: 0.5688
21
+ - Rmse: 0.7542
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0267 | 2 | 4.2629 | 0.0 | 4.2629 | 2.0647 |
53
+ | No log | 0.0533 | 4 | 1.3293 | 0.0 | 1.3293 | 1.1530 |
54
+ | No log | 0.08 | 6 | 0.9055 | -0.2737 | 0.9055 | 0.9516 |
55
+ | No log | 0.1067 | 8 | 0.7843 | 0.0222 | 0.7843 | 0.8856 |
56
+ | No log | 0.1333 | 10 | 0.5868 | 0.0 | 0.5868 | 0.7660 |
57
+ | No log | 0.16 | 12 | 0.5091 | 0.0 | 0.5091 | 0.7135 |
58
+ | No log | 0.1867 | 14 | 0.4760 | 0.0 | 0.4760 | 0.6899 |
59
+ | No log | 0.2133 | 16 | 0.5527 | 0.0 | 0.5527 | 0.7434 |
60
+ | No log | 0.24 | 18 | 0.6957 | 0.0 | 0.6957 | 0.8341 |
61
+ | No log | 0.2667 | 20 | 0.9005 | 0.2326 | 0.9005 | 0.9490 |
62
+ | No log | 0.2933 | 22 | 1.0046 | -0.0645 | 1.0046 | 1.0023 |
63
+ | No log | 0.32 | 24 | 0.9634 | 0.3613 | 0.9634 | 0.9815 |
64
+ | No log | 0.3467 | 26 | 0.7565 | 0.2667 | 0.7565 | 0.8697 |
65
+ | No log | 0.3733 | 28 | 0.6058 | 0.0 | 0.6058 | 0.7783 |
66
+ | No log | 0.4 | 30 | 0.6226 | 0.0 | 0.6226 | 0.7891 |
67
+ | No log | 0.4267 | 32 | 0.6331 | 0.0 | 0.6331 | 0.7957 |
68
+ | No log | 0.4533 | 34 | 0.7355 | 0.0 | 0.7355 | 0.8576 |
69
+ | No log | 0.48 | 36 | 0.9201 | 0.2524 | 0.9201 | 0.9592 |
70
+ | No log | 0.5067 | 38 | 0.8264 | 0.2667 | 0.8264 | 0.9091 |
71
+ | No log | 0.5333 | 40 | 0.8373 | 0.4660 | 0.8373 | 0.9151 |
72
+ | No log | 0.56 | 42 | 0.8038 | 0.2667 | 0.8038 | 0.8966 |
73
+ | No log | 0.5867 | 44 | 0.7454 | 0.0 | 0.7454 | 0.8634 |
74
+ | No log | 0.6133 | 46 | 0.6244 | 0.0 | 0.6244 | 0.7902 |
75
+ | No log | 0.64 | 48 | 0.5507 | 0.0 | 0.5507 | 0.7421 |
76
+ | No log | 0.6667 | 50 | 0.5464 | 0.0 | 0.5464 | 0.7392 |
77
+ | No log | 0.6933 | 52 | 0.5506 | 0.0 | 0.5506 | 0.7420 |
78
+ | No log | 0.72 | 54 | 0.5968 | 0.0 | 0.5968 | 0.7725 |
79
+ | No log | 0.7467 | 56 | 0.6927 | 0.0 | 0.6927 | 0.8323 |
80
+ | No log | 0.7733 | 58 | 0.8992 | 0.3803 | 0.8992 | 0.9482 |
81
+ | No log | 0.8 | 60 | 1.0403 | 0.0966 | 1.0403 | 1.0199 |
82
+ | No log | 0.8267 | 62 | 0.8336 | 0.0388 | 0.8336 | 0.9130 |
83
+ | No log | 0.8533 | 64 | 0.6681 | 0.0 | 0.6681 | 0.8174 |
84
+ | No log | 0.88 | 66 | 0.6196 | 0.0 | 0.6196 | 0.7871 |
85
+ | No log | 0.9067 | 68 | 0.6127 | 0.0 | 0.6127 | 0.7828 |
86
+ | No log | 0.9333 | 70 | 0.6255 | 0.0 | 0.6255 | 0.7909 |
87
+ | No log | 0.96 | 72 | 0.6474 | 0.0 | 0.6474 | 0.8046 |
88
+ | No log | 0.9867 | 74 | 0.6792 | 0.0 | 0.6792 | 0.8242 |
89
+ | No log | 1.0133 | 76 | 0.6271 | 0.0 | 0.6271 | 0.7919 |
90
+ | No log | 1.04 | 78 | 0.5820 | 0.0 | 0.5820 | 0.7629 |
91
+ | No log | 1.0667 | 80 | 0.5881 | 0.2326 | 0.5881 | 0.7669 |
92
+ | No log | 1.0933 | 82 | 0.5711 | 0.0 | 0.5711 | 0.7557 |
93
+ | No log | 1.12 | 84 | 0.5497 | 0.0 | 0.5497 | 0.7414 |
94
+ | No log | 1.1467 | 86 | 0.5560 | 0.0 | 0.5560 | 0.7456 |
95
+ | No log | 1.1733 | 88 | 0.6198 | 0.0 | 0.6198 | 0.7873 |
96
+ | No log | 1.2 | 90 | 0.7367 | 0.0 | 0.7367 | 0.8583 |
97
+ | No log | 1.2267 | 92 | 0.7192 | 0.0 | 0.7192 | 0.8481 |
98
+ | No log | 1.2533 | 94 | 0.6317 | 0.0 | 0.6317 | 0.7948 |
99
+ | No log | 1.28 | 96 | 0.5733 | 0.0 | 0.5733 | 0.7571 |
100
+ | No log | 1.3067 | 98 | 0.5502 | 0.0 | 0.5502 | 0.7417 |
101
+ | No log | 1.3333 | 100 | 0.5355 | 0.0 | 0.5355 | 0.7317 |
102
+ | No log | 1.3600 | 102 | 0.5822 | 0.0 | 0.5822 | 0.7630 |
103
+ | No log | 1.3867 | 104 | 0.8482 | 0.4031 | 0.8482 | 0.9210 |
104
+ | No log | 1.4133 | 106 | 1.0469 | 0.0966 | 1.0469 | 1.0232 |
105
+ | No log | 1.44 | 108 | 1.0144 | 0.0928 | 1.0144 | 1.0072 |
106
+ | No log | 1.4667 | 110 | 0.8896 | 0.0222 | 0.8896 | 0.9432 |
107
+ | No log | 1.4933 | 112 | 0.7812 | 0.0 | 0.7812 | 0.8838 |
108
+ | No log | 1.52 | 114 | 0.6886 | 0.0 | 0.6886 | 0.8298 |
109
+ | No log | 1.5467 | 116 | 0.7046 | 0.0 | 0.7046 | 0.8394 |
110
+ | No log | 1.5733 | 118 | 0.7457 | 0.0 | 0.7457 | 0.8636 |
111
+ | No log | 1.6 | 120 | 0.7271 | 0.0 | 0.7271 | 0.8527 |
112
+ | No log | 1.6267 | 122 | 0.6960 | 0.0 | 0.6960 | 0.8343 |
113
+ | No log | 1.6533 | 124 | 0.6566 | 0.0 | 0.6566 | 0.8103 |
114
+ | No log | 1.6800 | 126 | 0.6488 | 0.0 | 0.6488 | 0.8055 |
115
+ | No log | 1.7067 | 128 | 0.6558 | 0.0 | 0.6558 | 0.8098 |
116
+ | No log | 1.7333 | 130 | 0.6929 | 0.0 | 0.6929 | 0.8324 |
117
+ | No log | 1.76 | 132 | 0.7413 | 0.0 | 0.7413 | 0.8610 |
118
+ | No log | 1.7867 | 134 | 0.7478 | 0.0 | 0.7478 | 0.8648 |
119
+ | No log | 1.8133 | 136 | 0.8101 | 0.0 | 0.8101 | 0.9001 |
120
+ | No log | 1.8400 | 138 | 0.8427 | 0.2414 | 0.8427 | 0.9180 |
121
+ | No log | 1.8667 | 140 | 0.7258 | 0.0 | 0.7258 | 0.8519 |
122
+ | No log | 1.8933 | 142 | 0.7325 | 0.2524 | 0.7325 | 0.8559 |
123
+ | No log | 1.92 | 144 | 0.8882 | 0.2254 | 0.8882 | 0.9424 |
124
+ | No log | 1.9467 | 146 | 0.9271 | 0.2194 | 0.9271 | 0.9628 |
125
+ | No log | 1.9733 | 148 | 0.9399 | 0.2254 | 0.9399 | 0.9695 |
126
+ | No log | 2.0 | 150 | 1.0428 | -0.0331 | 1.0428 | 1.0212 |
127
+ | No log | 2.0267 | 152 | 1.0453 | -0.0331 | 1.0453 | 1.0224 |
128
+ | No log | 2.0533 | 154 | 0.6410 | 0.2524 | 0.6410 | 0.8006 |
129
+ | No log | 2.08 | 156 | 0.4985 | -0.0233 | 0.4985 | 0.7060 |
130
+ | No log | 2.1067 | 158 | 0.5004 | 0.1895 | 0.5004 | 0.7074 |
131
+ | No log | 2.1333 | 160 | 0.5065 | 0.0222 | 0.5065 | 0.7117 |
132
+ | No log | 2.16 | 162 | 0.8391 | 0.3452 | 0.8391 | 0.9160 |
133
+ | No log | 2.1867 | 164 | 1.2059 | 0.3315 | 1.2059 | 1.0981 |
134
+ | No log | 2.2133 | 166 | 1.0610 | 0.3315 | 1.0610 | 1.0300 |
135
+ | No log | 2.24 | 168 | 0.8657 | 0.3315 | 0.8657 | 0.9304 |
136
+ | No log | 2.2667 | 170 | 0.5800 | 0.4310 | 0.5800 | 0.7616 |
137
+ | No log | 2.2933 | 172 | 0.6500 | 0.2524 | 0.6500 | 0.8063 |
138
+ | No log | 2.32 | 174 | 0.7418 | 0.0 | 0.7418 | 0.8613 |
139
+ | No log | 2.3467 | 176 | 0.8785 | 0.2194 | 0.8785 | 0.9373 |
140
+ | No log | 2.3733 | 178 | 0.9446 | 0.3196 | 0.9446 | 0.9719 |
141
+ | No log | 2.4 | 180 | 0.5941 | 0.4310 | 0.5941 | 0.7708 |
142
+ | No log | 2.4267 | 182 | 0.6740 | 0.4310 | 0.6740 | 0.8210 |
143
+ | No log | 2.4533 | 184 | 0.9531 | 0.3315 | 0.9531 | 0.9763 |
144
+ | No log | 2.48 | 186 | 0.7700 | 0.3613 | 0.7700 | 0.8775 |
145
+ | No log | 2.5067 | 188 | 0.6973 | 0.4310 | 0.6973 | 0.8351 |
146
+ | No log | 2.5333 | 190 | 0.5799 | 0.4310 | 0.5799 | 0.7615 |
147
+ | No log | 2.56 | 192 | 0.4398 | 0.0222 | 0.4398 | 0.6632 |
148
+ | No log | 2.5867 | 194 | 0.4759 | 0.5133 | 0.4759 | 0.6898 |
149
+ | No log | 2.6133 | 196 | 0.4151 | 0.2222 | 0.4151 | 0.6443 |
150
+ | No log | 2.64 | 198 | 0.5580 | 0.4310 | 0.5580 | 0.7470 |
151
+ | No log | 2.6667 | 200 | 0.9660 | 0.0966 | 0.9660 | 0.9829 |
152
+ | No log | 2.6933 | 202 | 0.9150 | 0.0704 | 0.9150 | 0.9566 |
153
+ | No log | 2.7200 | 204 | 0.7294 | -0.1748 | 0.7294 | 0.8540 |
154
+ | No log | 2.7467 | 206 | 0.7074 | 0.0 | 0.7074 | 0.8411 |
155
+ | No log | 2.7733 | 208 | 0.6636 | 0.0 | 0.6636 | 0.8146 |
156
+ | No log | 2.8 | 210 | 0.6934 | 0.2667 | 0.6934 | 0.8327 |
157
+ | No log | 2.8267 | 212 | 0.6838 | 0.2667 | 0.6838 | 0.8269 |
158
+ | No log | 2.8533 | 214 | 0.5159 | 0.2667 | 0.5159 | 0.7183 |
159
+ | No log | 2.88 | 216 | 0.4745 | 0.0 | 0.4745 | 0.6888 |
160
+ | No log | 2.9067 | 218 | 0.4772 | 0.0 | 0.4772 | 0.6908 |
161
+ | No log | 2.9333 | 220 | 0.5749 | 0.2667 | 0.5749 | 0.7582 |
162
+ | No log | 2.96 | 222 | 0.9626 | 0.3315 | 0.9626 | 0.9811 |
163
+ | No log | 2.9867 | 224 | 1.1667 | 0.3196 | 1.1667 | 1.0801 |
164
+ | No log | 3.0133 | 226 | 1.0224 | 0.3315 | 1.0224 | 1.0111 |
165
+ | No log | 3.04 | 228 | 0.6539 | 0.2326 | 0.6539 | 0.8086 |
166
+ | No log | 3.0667 | 230 | 0.4027 | 0.0 | 0.4027 | 0.6346 |
167
+ | No log | 3.0933 | 232 | 0.4243 | 0.4884 | 0.4243 | 0.6513 |
168
+ | No log | 3.12 | 234 | 0.4107 | 0.0 | 0.4107 | 0.6409 |
169
+ | No log | 3.1467 | 236 | 0.3966 | 0.2667 | 0.3966 | 0.6297 |
170
+ | No log | 3.1733 | 238 | 0.6460 | 0.3803 | 0.6460 | 0.8038 |
171
+ | No log | 3.2 | 240 | 1.1628 | 0.3196 | 1.1628 | 1.0783 |
172
+ | No log | 3.2267 | 242 | 1.2337 | 0.0 | 1.2337 | 1.1107 |
173
+ | No log | 3.2533 | 244 | 0.9534 | 0.3315 | 0.9534 | 0.9764 |
174
+ | No log | 3.2800 | 246 | 0.6742 | 0.2667 | 0.6742 | 0.8211 |
175
+ | No log | 3.3067 | 248 | 0.5833 | 0.2667 | 0.5833 | 0.7637 |
176
+ | No log | 3.3333 | 250 | 0.5230 | 0.0 | 0.5230 | 0.7232 |
177
+ | No log | 3.36 | 252 | 0.4893 | 0.0 | 0.4893 | 0.6995 |
178
+ | No log | 3.3867 | 254 | 0.4570 | 0.0 | 0.4570 | 0.6760 |
179
+ | No log | 3.4133 | 256 | 0.4420 | 0.2667 | 0.4420 | 0.6648 |
180
+ | No log | 3.44 | 258 | 0.4035 | 0.0 | 0.4035 | 0.6352 |
181
+ | No log | 3.4667 | 260 | 0.4326 | 0.2667 | 0.4326 | 0.6577 |
182
+ | No log | 3.4933 | 262 | 0.5696 | 0.4031 | 0.5696 | 0.7547 |
183
+ | No log | 3.52 | 264 | 0.6315 | 0.3613 | 0.6315 | 0.7947 |
184
+ | No log | 3.5467 | 266 | 0.4524 | 0.4310 | 0.4524 | 0.6726 |
185
+ | No log | 3.5733 | 268 | 0.3204 | 0.2667 | 0.3204 | 0.5660 |
186
+ | No log | 3.6 | 270 | 0.3189 | 0.2667 | 0.3189 | 0.5647 |
187
+ | No log | 3.6267 | 272 | 0.4631 | 0.4310 | 0.4631 | 0.6805 |
188
+ | No log | 3.6533 | 274 | 0.8142 | 0.3315 | 0.8142 | 0.9023 |
189
+ | No log | 3.68 | 276 | 0.8271 | 0.3315 | 0.8271 | 0.9094 |
190
+ | No log | 3.7067 | 278 | 0.5375 | 0.4310 | 0.5375 | 0.7332 |
191
+ | No log | 3.7333 | 280 | 0.3376 | 0.2667 | 0.3376 | 0.5810 |
192
+ | No log | 3.76 | 282 | 0.3269 | 0.4444 | 0.3269 | 0.5717 |
193
+ | No log | 3.7867 | 284 | 0.3646 | 0.2667 | 0.3646 | 0.6038 |
194
+ | No log | 3.8133 | 286 | 0.4001 | 0.2667 | 0.4001 | 0.6325 |
195
+ | No log | 3.84 | 288 | 0.4811 | 0.2524 | 0.4811 | 0.6936 |
196
+ | No log | 3.8667 | 290 | 0.6238 | 0.3803 | 0.6238 | 0.7898 |
197
+ | No log | 3.8933 | 292 | 0.5617 | 0.4031 | 0.5617 | 0.7495 |
198
+ | No log | 3.92 | 294 | 0.4647 | 0.2524 | 0.4647 | 0.6817 |
199
+ | No log | 3.9467 | 296 | 0.4037 | 0.4107 | 0.4037 | 0.6353 |
200
+ | No log | 3.9733 | 298 | 0.4635 | 0.2524 | 0.4635 | 0.6808 |
201
+ | No log | 4.0 | 300 | 0.4863 | 0.2524 | 0.4863 | 0.6974 |
202
+ | No log | 4.0267 | 302 | 0.4837 | 0.2667 | 0.4837 | 0.6955 |
203
+ | No log | 4.0533 | 304 | 0.4982 | 0.2667 | 0.4982 | 0.7059 |
204
+ | No log | 4.08 | 306 | 0.5552 | 0.2524 | 0.5552 | 0.7451 |
205
+ | No log | 4.1067 | 308 | 0.5018 | 0.2667 | 0.5018 | 0.7083 |
206
+ | No log | 4.1333 | 310 | 0.4497 | 0.2667 | 0.4497 | 0.6706 |
207
+ | No log | 4.16 | 312 | 0.4440 | 0.2667 | 0.4440 | 0.6663 |
208
+ | No log | 4.1867 | 314 | 0.4511 | 0.2667 | 0.4511 | 0.6716 |
209
+ | No log | 4.2133 | 316 | 0.4470 | 0.2667 | 0.4470 | 0.6686 |
210
+ | No log | 4.24 | 318 | 0.4484 | 0.2667 | 0.4484 | 0.6696 |
211
+ | No log | 4.2667 | 320 | 0.4595 | 0.2667 | 0.4595 | 0.6778 |
212
+ | No log | 4.2933 | 322 | 0.4245 | 0.2667 | 0.4245 | 0.6515 |
213
+ | No log | 4.32 | 324 | 0.3618 | 0.2667 | 0.3618 | 0.6015 |
214
+ | No log | 4.3467 | 326 | 0.3445 | 0.4444 | 0.3445 | 0.5869 |
215
+ | No log | 4.3733 | 328 | 0.3728 | 0.2667 | 0.3728 | 0.6106 |
216
+ | No log | 4.4 | 330 | 0.5988 | 0.4031 | 0.5988 | 0.7738 |
217
+ | No log | 4.4267 | 332 | 0.8464 | 0.3452 | 0.8464 | 0.9200 |
218
+ | No log | 4.4533 | 334 | 0.8039 | 0.3613 | 0.8039 | 0.8966 |
219
+ | No log | 4.48 | 336 | 0.6086 | 0.4310 | 0.6086 | 0.7801 |
220
+ | No log | 4.5067 | 338 | 0.4259 | 0.2667 | 0.4259 | 0.6526 |
221
+ | No log | 4.5333 | 340 | 0.3780 | 0.2326 | 0.3780 | 0.6148 |
222
+ | No log | 4.5600 | 342 | 0.3733 | 0.2326 | 0.3733 | 0.6110 |
223
+ | No log | 4.5867 | 344 | 0.4073 | 0.0 | 0.4073 | 0.6382 |
224
+ | No log | 4.6133 | 346 | 0.4755 | 0.2667 | 0.4755 | 0.6896 |
225
+ | No log | 4.64 | 348 | 0.5603 | 0.4310 | 0.5603 | 0.7486 |
226
+ | No log | 4.6667 | 350 | 0.5327 | 0.4310 | 0.5327 | 0.7298 |
227
+ | No log | 4.6933 | 352 | 0.4272 | 0.2667 | 0.4272 | 0.6536 |
228
+ | No log | 4.72 | 354 | 0.3779 | 0.4444 | 0.3779 | 0.6147 |
229
+ | No log | 4.7467 | 356 | 0.4433 | 0.2667 | 0.4433 | 0.6658 |
230
+ | No log | 4.7733 | 358 | 0.5086 | 0.3803 | 0.5086 | 0.7132 |
231
+ | No log | 4.8 | 360 | 0.5944 | 0.3613 | 0.5944 | 0.7710 |
232
+ | No log | 4.8267 | 362 | 0.5982 | 0.3613 | 0.5982 | 0.7734 |
233
+ | No log | 4.8533 | 364 | 0.5964 | 0.3613 | 0.5964 | 0.7723 |
234
+ | No log | 4.88 | 366 | 0.5298 | 0.2326 | 0.5298 | 0.7278 |
235
+ | No log | 4.9067 | 368 | 0.5826 | 0.2326 | 0.5826 | 0.7633 |
236
+ | No log | 4.9333 | 370 | 0.4851 | 0.4107 | 0.4851 | 0.6965 |
237
+ | No log | 4.96 | 372 | 0.4934 | 0.4444 | 0.4934 | 0.7024 |
238
+ | No log | 4.9867 | 374 | 0.5167 | 0.2524 | 0.5167 | 0.7189 |
239
+ | No log | 5.0133 | 376 | 0.4503 | 0.4444 | 0.4503 | 0.6710 |
240
+ | No log | 5.04 | 378 | 0.4476 | 0.4444 | 0.4476 | 0.6690 |
241
+ | No log | 5.0667 | 380 | 0.4667 | 0.2667 | 0.4667 | 0.6832 |
242
+ | No log | 5.0933 | 382 | 0.4757 | 0.2667 | 0.4757 | 0.6897 |
243
+ | No log | 5.12 | 384 | 0.5453 | 0.2414 | 0.5453 | 0.7384 |
244
+ | No log | 5.1467 | 386 | 0.5462 | 0.2414 | 0.5462 | 0.7391 |
245
+ | No log | 5.1733 | 388 | 0.6185 | 0.3803 | 0.6185 | 0.7865 |
246
+ | No log | 5.2 | 390 | 0.6099 | 0.3803 | 0.6099 | 0.7810 |
247
+ | No log | 5.2267 | 392 | 0.5642 | 0.2414 | 0.5642 | 0.7511 |
248
+ | No log | 5.2533 | 394 | 0.5894 | 0.2414 | 0.5894 | 0.7677 |
249
+ | No log | 5.28 | 396 | 0.6026 | 0.2414 | 0.6026 | 0.7763 |
250
+ | No log | 5.3067 | 398 | 0.6947 | 0.3803 | 0.6947 | 0.8335 |
251
+ | No log | 5.3333 | 400 | 0.6579 | 0.2326 | 0.6579 | 0.8111 |
252
+ | No log | 5.36 | 402 | 0.5315 | 0.2524 | 0.5315 | 0.7290 |
253
+ | No log | 5.3867 | 404 | 0.4643 | 0.2524 | 0.4643 | 0.6814 |
254
+ | No log | 5.4133 | 406 | 0.4506 | 0.2524 | 0.4506 | 0.6713 |
255
+ | No log | 5.44 | 408 | 0.5370 | 0.2414 | 0.5370 | 0.7328 |
256
+ | No log | 5.4667 | 410 | 0.7408 | 0.3803 | 0.7408 | 0.8607 |
257
+ | No log | 5.4933 | 412 | 0.8215 | 0.3613 | 0.8215 | 0.9064 |
258
+ | No log | 5.52 | 414 | 0.7119 | 0.3803 | 0.7119 | 0.8437 |
259
+ | No log | 5.5467 | 416 | 0.5143 | 0.2667 | 0.5143 | 0.7172 |
260
+ | No log | 5.5733 | 418 | 0.4484 | 0.2667 | 0.4484 | 0.6696 |
261
+ | No log | 5.6 | 420 | 0.4927 | 0.2667 | 0.4927 | 0.7019 |
262
+ | No log | 5.6267 | 422 | 0.5410 | 0.2667 | 0.5410 | 0.7355 |
263
+ | No log | 5.6533 | 424 | 0.5420 | 0.2667 | 0.5420 | 0.7362 |
264
+ | No log | 5.68 | 426 | 0.4930 | 0.2667 | 0.4930 | 0.7022 |
265
+ | No log | 5.7067 | 428 | 0.4916 | 0.2667 | 0.4916 | 0.7011 |
266
+ | No log | 5.7333 | 430 | 0.4892 | 0.2667 | 0.4892 | 0.6994 |
267
+ | No log | 5.76 | 432 | 0.5247 | 0.2524 | 0.5247 | 0.7244 |
268
+ | No log | 5.7867 | 434 | 0.5337 | 0.2524 | 0.5337 | 0.7305 |
269
+ | No log | 5.8133 | 436 | 0.5308 | 0.2524 | 0.5308 | 0.7286 |
270
+ | No log | 5.84 | 438 | 0.4709 | 0.2667 | 0.4709 | 0.6862 |
271
+ | No log | 5.8667 | 440 | 0.4219 | 0.3889 | 0.4219 | 0.6496 |
272
+ | No log | 5.8933 | 442 | 0.4231 | 0.3889 | 0.4231 | 0.6505 |
273
+ | No log | 5.92 | 444 | 0.4692 | 0.2667 | 0.4692 | 0.6850 |
274
+ | No log | 5.9467 | 446 | 0.5509 | 0.2524 | 0.5509 | 0.7422 |
275
+ | No log | 5.9733 | 448 | 0.5935 | 0.2524 | 0.5935 | 0.7704 |
276
+ | No log | 6.0 | 450 | 0.5446 | 0.2524 | 0.5446 | 0.7380 |
277
+ | No log | 6.0267 | 452 | 0.4517 | 0.2667 | 0.4517 | 0.6721 |
278
+ | No log | 6.0533 | 454 | 0.4179 | 0.3889 | 0.4179 | 0.6464 |
279
+ | No log | 6.08 | 456 | 0.4178 | 0.3889 | 0.4178 | 0.6464 |
280
+ | No log | 6.1067 | 458 | 0.4264 | 0.4444 | 0.4264 | 0.6530 |
281
+ | No log | 6.1333 | 460 | 0.4680 | 0.2667 | 0.4680 | 0.6841 |
282
+ | No log | 6.16 | 462 | 0.4584 | 0.2667 | 0.4584 | 0.6770 |
283
+ | No log | 6.1867 | 464 | 0.4243 | 0.4444 | 0.4243 | 0.6514 |
284
+ | No log | 6.2133 | 466 | 0.4264 | 0.4444 | 0.4264 | 0.6530 |
285
+ | No log | 6.24 | 468 | 0.4491 | 0.4444 | 0.4491 | 0.6702 |
286
+ | No log | 6.2667 | 470 | 0.4299 | 0.4444 | 0.4299 | 0.6557 |
287
+ | No log | 6.2933 | 472 | 0.3881 | 0.4444 | 0.3881 | 0.6230 |
288
+ | No log | 6.32 | 474 | 0.3803 | 0.4444 | 0.3803 | 0.6167 |
289
+ | No log | 6.3467 | 476 | 0.4212 | 0.4444 | 0.4212 | 0.6490 |
290
+ | No log | 6.3733 | 478 | 0.4453 | 0.2524 | 0.4453 | 0.6673 |
291
+ | No log | 6.4 | 480 | 0.4517 | 0.2667 | 0.4517 | 0.6721 |
292
+ | No log | 6.4267 | 482 | 0.4284 | 0.4444 | 0.4284 | 0.6545 |
293
+ | No log | 6.4533 | 484 | 0.4414 | 0.4444 | 0.4414 | 0.6644 |
294
+ | No log | 6.48 | 486 | 0.4477 | 0.4444 | 0.4477 | 0.6691 |
295
+ | No log | 6.5067 | 488 | 0.4442 | 0.4444 | 0.4442 | 0.6665 |
296
+ | No log | 6.5333 | 490 | 0.4374 | 0.3889 | 0.4374 | 0.6614 |
297
+ | No log | 6.5600 | 492 | 0.4437 | 0.3889 | 0.4437 | 0.6661 |
298
+ | No log | 6.5867 | 494 | 0.4656 | 0.4444 | 0.4656 | 0.6823 |
299
+ | No log | 6.6133 | 496 | 0.4884 | 0.2667 | 0.4884 | 0.6989 |
300
+ | No log | 6.64 | 498 | 0.4982 | 0.2524 | 0.4982 | 0.7058 |
301
+ | 0.392 | 6.6667 | 500 | 0.5165 | 0.2524 | 0.5165 | 0.7187 |
302
+ | 0.392 | 6.6933 | 502 | 0.5308 | 0.2524 | 0.5308 | 0.7285 |
303
+ | 0.392 | 6.72 | 504 | 0.5507 | 0.2524 | 0.5507 | 0.7421 |
304
+ | 0.392 | 6.7467 | 506 | 0.5330 | 0.2524 | 0.5330 | 0.7301 |
305
+ | 0.392 | 6.7733 | 508 | 0.4905 | 0.2524 | 0.4905 | 0.7003 |
306
+ | 0.392 | 6.8 | 510 | 0.4391 | 0.2667 | 0.4391 | 0.6626 |
307
+ | 0.392 | 6.8267 | 512 | 0.4020 | 0.4444 | 0.4020 | 0.6340 |
308
+ | 0.392 | 6.8533 | 514 | 0.4000 | 0.4444 | 0.4000 | 0.6325 |
309
+ | 0.392 | 6.88 | 516 | 0.4564 | 0.2524 | 0.4564 | 0.6756 |
310
+ | 0.392 | 6.9067 | 518 | 0.5026 | 0.2326 | 0.5026 | 0.7090 |
311
+ | 0.392 | 6.9333 | 520 | 0.4866 | 0.2326 | 0.4866 | 0.6976 |
312
+ | 0.392 | 6.96 | 522 | 0.4420 | 0.2667 | 0.4420 | 0.6648 |
313
+ | 0.392 | 6.9867 | 524 | 0.4547 | 0.2667 | 0.4547 | 0.6743 |
314
+ | 0.392 | 7.0133 | 526 | 0.5321 | 0.3613 | 0.5321 | 0.7294 |
315
+ | 0.392 | 7.04 | 528 | 0.5674 | 0.3803 | 0.5674 | 0.7533 |
316
+ | 0.392 | 7.0667 | 530 | 0.5239 | 0.2524 | 0.5239 | 0.7238 |
317
+ | 0.392 | 7.0933 | 532 | 0.4550 | 0.2667 | 0.4550 | 0.6745 |
318
+ | 0.392 | 7.12 | 534 | 0.4276 | 0.2667 | 0.4276 | 0.6539 |
319
+ | 0.392 | 7.1467 | 536 | 0.4270 | 0.2667 | 0.4270 | 0.6535 |
320
+ | 0.392 | 7.1733 | 538 | 0.4549 | 0.2667 | 0.4549 | 0.6744 |
321
+ | 0.392 | 7.2 | 540 | 0.4181 | 0.4444 | 0.4181 | 0.6466 |
322
+ | 0.392 | 7.2267 | 542 | 0.4019 | 0.4444 | 0.4019 | 0.6339 |
323
+ | 0.392 | 7.2533 | 544 | 0.3929 | 0.4444 | 0.3929 | 0.6268 |
324
+ | 0.392 | 7.28 | 546 | 0.4214 | 0.4444 | 0.4214 | 0.6492 |
325
+ | 0.392 | 7.3067 | 548 | 0.4348 | 0.2667 | 0.4348 | 0.6594 |
326
+ | 0.392 | 7.3333 | 550 | 0.4518 | 0.2667 | 0.4518 | 0.6722 |
327
+ | 0.392 | 7.36 | 552 | 0.4858 | 0.2667 | 0.4858 | 0.6970 |
328
+ | 0.392 | 7.3867 | 554 | 0.5017 | 0.2667 | 0.5017 | 0.7083 |
329
+ | 0.392 | 7.4133 | 556 | 0.5628 | 0.2326 | 0.5628 | 0.7502 |
330
+ | 0.392 | 7.44 | 558 | 0.6571 | 0.3613 | 0.6571 | 0.8106 |
331
+ | 0.392 | 7.4667 | 560 | 0.6402 | 0.3613 | 0.6402 | 0.8001 |
332
+ | 0.392 | 7.4933 | 562 | 0.5314 | 0.2414 | 0.5314 | 0.7290 |
333
+ | 0.392 | 7.52 | 564 | 0.4459 | 0.2667 | 0.4459 | 0.6678 |
334
+ | 0.392 | 7.5467 | 566 | 0.4404 | 0.2667 | 0.4404 | 0.6636 |
335
+ | 0.392 | 7.5733 | 568 | 0.4605 | 0.2667 | 0.4605 | 0.6786 |
336
+ | 0.392 | 7.6 | 570 | 0.4934 | 0.2524 | 0.4934 | 0.7024 |
337
+ | 0.392 | 7.6267 | 572 | 0.4669 | 0.2667 | 0.4669 | 0.6833 |
338
+ | 0.392 | 7.6533 | 574 | 0.4298 | 0.2667 | 0.4298 | 0.6556 |
339
+ | 0.392 | 7.68 | 576 | 0.4147 | 0.2667 | 0.4147 | 0.6440 |
340
+ | 0.392 | 7.7067 | 578 | 0.4235 | 0.2667 | 0.4235 | 0.6508 |
341
+ | 0.392 | 7.7333 | 580 | 0.4691 | 0.2667 | 0.4691 | 0.6849 |
342
+ | 0.392 | 7.76 | 582 | 0.5278 | 0.2524 | 0.5278 | 0.7265 |
343
+ | 0.392 | 7.7867 | 584 | 0.5430 | 0.2326 | 0.5430 | 0.7369 |
344
+ | 0.392 | 7.8133 | 586 | 0.5025 | 0.2667 | 0.5025 | 0.7089 |
345
+ | 0.392 | 7.84 | 588 | 0.4792 | 0.2667 | 0.4792 | 0.6922 |
346
+ | 0.392 | 7.8667 | 590 | 0.4381 | 0.2667 | 0.4381 | 0.6619 |
347
+ | 0.392 | 7.8933 | 592 | 0.4447 | 0.2667 | 0.4447 | 0.6668 |
348
+ | 0.392 | 7.92 | 594 | 0.4802 | 0.2667 | 0.4802 | 0.6930 |
349
+ | 0.392 | 7.9467 | 596 | 0.5588 | 0.2326 | 0.5588 | 0.7475 |
350
+ | 0.392 | 7.9733 | 598 | 0.6039 | 0.3803 | 0.6039 | 0.7771 |
351
+ | 0.392 | 8.0 | 600 | 0.6045 | 0.3803 | 0.6045 | 0.7775 |
352
+ | 0.392 | 8.0267 | 602 | 0.5619 | 0.2326 | 0.5619 | 0.7496 |
353
+ | 0.392 | 8.0533 | 604 | 0.4831 | 0.2667 | 0.4831 | 0.6950 |
354
+ | 0.392 | 8.08 | 606 | 0.4500 | 0.2667 | 0.4500 | 0.6708 |
355
+ | 0.392 | 8.1067 | 608 | 0.4648 | 0.2667 | 0.4648 | 0.6818 |
356
+ | 0.392 | 8.1333 | 610 | 0.5093 | 0.2667 | 0.5093 | 0.7137 |
357
+ | 0.392 | 8.16 | 612 | 0.5643 | 0.2326 | 0.5643 | 0.7512 |
358
+ | 0.392 | 8.1867 | 614 | 0.6067 | 0.2326 | 0.6067 | 0.7789 |
359
+ | 0.392 | 8.2133 | 616 | 0.5982 | 0.2326 | 0.5982 | 0.7734 |
360
+ | 0.392 | 8.24 | 618 | 0.6058 | 0.2326 | 0.6058 | 0.7783 |
361
+ | 0.392 | 8.2667 | 620 | 0.5863 | 0.2326 | 0.5863 | 0.7657 |
362
+ | 0.392 | 8.2933 | 622 | 0.5564 | 0.2414 | 0.5564 | 0.7459 |
363
+ | 0.392 | 8.32 | 624 | 0.5173 | 0.2667 | 0.5173 | 0.7192 |
364
+ | 0.392 | 8.3467 | 626 | 0.4856 | 0.2667 | 0.4856 | 0.6969 |
365
+ | 0.392 | 8.3733 | 628 | 0.4882 | 0.2667 | 0.4882 | 0.6987 |
366
+ | 0.392 | 8.4 | 630 | 0.5207 | 0.2667 | 0.5207 | 0.7216 |
367
+ | 0.392 | 8.4267 | 632 | 0.5641 | 0.2667 | 0.5641 | 0.7511 |
368
+ | 0.392 | 8.4533 | 634 | 0.5881 | 0.2414 | 0.5881 | 0.7669 |
369
+ | 0.392 | 8.48 | 636 | 0.5763 | 0.2524 | 0.5763 | 0.7592 |
370
+ | 0.392 | 8.5067 | 638 | 0.5462 | 0.2667 | 0.5462 | 0.7391 |
371
+ | 0.392 | 8.5333 | 640 | 0.5002 | 0.2667 | 0.5002 | 0.7072 |
372
+ | 0.392 | 8.56 | 642 | 0.4704 | 0.2667 | 0.4704 | 0.6859 |
373
+ | 0.392 | 8.5867 | 644 | 0.4634 | 0.2667 | 0.4634 | 0.6807 |
374
+ | 0.392 | 8.6133 | 646 | 0.4615 | 0.4444 | 0.4615 | 0.6793 |
375
+ | 0.392 | 8.64 | 648 | 0.4772 | 0.2667 | 0.4772 | 0.6908 |
376
+ | 0.392 | 8.6667 | 650 | 0.5151 | 0.2667 | 0.5151 | 0.7177 |
377
+ | 0.392 | 8.6933 | 652 | 0.5591 | 0.2667 | 0.5591 | 0.7477 |
378
+ | 0.392 | 8.72 | 654 | 0.5796 | 0.2667 | 0.5796 | 0.7613 |
379
+ | 0.392 | 8.7467 | 656 | 0.5775 | 0.2667 | 0.5775 | 0.7600 |
380
+ | 0.392 | 8.7733 | 658 | 0.5436 | 0.2667 | 0.5436 | 0.7373 |
381
+ | 0.392 | 8.8 | 660 | 0.5039 | 0.2667 | 0.5039 | 0.7098 |
382
+ | 0.392 | 8.8267 | 662 | 0.4854 | 0.4444 | 0.4854 | 0.6967 |
383
+ | 0.392 | 8.8533 | 664 | 0.4899 | 0.4444 | 0.4899 | 0.6999 |
384
+ | 0.392 | 8.88 | 666 | 0.5049 | 0.2667 | 0.5049 | 0.7105 |
385
+ | 0.392 | 8.9067 | 668 | 0.5137 | 0.2667 | 0.5137 | 0.7167 |
386
+ | 0.392 | 8.9333 | 670 | 0.5492 | 0.2667 | 0.5492 | 0.7411 |
387
+ | 0.392 | 8.96 | 672 | 0.5919 | 0.2667 | 0.5919 | 0.7694 |
388
+ | 0.392 | 8.9867 | 674 | 0.6133 | 0.2414 | 0.6133 | 0.7831 |
389
+ | 0.392 | 9.0133 | 676 | 0.6509 | 0.2326 | 0.6509 | 0.8068 |
390
+ | 0.392 | 9.04 | 678 | 0.6866 | 0.2326 | 0.6866 | 0.8286 |
391
+ | 0.392 | 9.0667 | 680 | 0.6942 | 0.2326 | 0.6942 | 0.8332 |
392
+ | 0.392 | 9.0933 | 682 | 0.6761 | 0.2326 | 0.6761 | 0.8222 |
393
+ | 0.392 | 9.12 | 684 | 0.6344 | 0.2414 | 0.6344 | 0.7965 |
394
+ | 0.392 | 9.1467 | 686 | 0.5859 | 0.2667 | 0.5859 | 0.7655 |
395
+ | 0.392 | 9.1733 | 688 | 0.5441 | 0.2667 | 0.5441 | 0.7376 |
396
+ | 0.392 | 9.2 | 690 | 0.5148 | 0.2667 | 0.5148 | 0.7175 |
397
+ | 0.392 | 9.2267 | 692 | 0.4975 | 0.4444 | 0.4975 | 0.7053 |
398
+ | 0.392 | 9.2533 | 694 | 0.4937 | 0.4444 | 0.4937 | 0.7027 |
399
+ | 0.392 | 9.28 | 696 | 0.4981 | 0.4444 | 0.4981 | 0.7058 |
400
+ | 0.392 | 9.3067 | 698 | 0.5096 | 0.2667 | 0.5096 | 0.7139 |
401
+ | 0.392 | 9.3333 | 700 | 0.5346 | 0.2667 | 0.5346 | 0.7312 |
402
+ | 0.392 | 9.36 | 702 | 0.5640 | 0.2667 | 0.5640 | 0.7510 |
403
+ | 0.392 | 9.3867 | 704 | 0.5735 | 0.2667 | 0.5735 | 0.7573 |
404
+ | 0.392 | 9.4133 | 706 | 0.5726 | 0.2667 | 0.5726 | 0.7567 |
405
+ | 0.392 | 9.44 | 708 | 0.5704 | 0.2667 | 0.5704 | 0.7552 |
406
+ | 0.392 | 9.4667 | 710 | 0.5649 | 0.2667 | 0.5649 | 0.7516 |
407
+ | 0.392 | 9.4933 | 712 | 0.5725 | 0.2667 | 0.5725 | 0.7566 |
408
+ | 0.392 | 9.52 | 714 | 0.5741 | 0.2667 | 0.5741 | 0.7577 |
409
+ | 0.392 | 9.5467 | 716 | 0.5689 | 0.2667 | 0.5689 | 0.7542 |
410
+ | 0.392 | 9.5733 | 718 | 0.5583 | 0.2667 | 0.5583 | 0.7472 |
411
+ | 0.392 | 9.6 | 720 | 0.5518 | 0.2667 | 0.5518 | 0.7428 |
412
+ | 0.392 | 9.6267 | 722 | 0.5524 | 0.2667 | 0.5524 | 0.7432 |
413
+ | 0.392 | 9.6533 | 724 | 0.5595 | 0.2667 | 0.5595 | 0.7480 |
414
+ | 0.392 | 9.68 | 726 | 0.5666 | 0.2667 | 0.5666 | 0.7527 |
415
+ | 0.392 | 9.7067 | 728 | 0.5707 | 0.2667 | 0.5707 | 0.7555 |
416
+ | 0.392 | 9.7333 | 730 | 0.5742 | 0.2667 | 0.5742 | 0.7578 |
417
+ | 0.392 | 9.76 | 732 | 0.5737 | 0.2667 | 0.5737 | 0.7574 |
418
+ | 0.392 | 9.7867 | 734 | 0.5766 | 0.2667 | 0.5766 | 0.7593 |
419
+ | 0.392 | 9.8133 | 736 | 0.5785 | 0.2667 | 0.5785 | 0.7606 |
420
+ | 0.392 | 9.84 | 738 | 0.5765 | 0.2667 | 0.5765 | 0.7593 |
421
+ | 0.392 | 9.8667 | 740 | 0.5724 | 0.2667 | 0.5724 | 0.7566 |
422
+ | 0.392 | 9.8933 | 742 | 0.5696 | 0.2667 | 0.5696 | 0.7547 |
423
+ | 0.392 | 9.92 | 744 | 0.5681 | 0.2667 | 0.5681 | 0.7537 |
424
+ | 0.392 | 9.9467 | 746 | 0.5681 | 0.2667 | 0.5681 | 0.7537 |
425
+ | 0.392 | 9.9733 | 748 | 0.5684 | 0.2667 | 0.5684 | 0.7539 |
426
+ | 0.392 | 10.0 | 750 | 0.5688 | 0.2667 | 0.5688 | 0.7542 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
427
 
428
 
429
  ### Framework versions