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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k7_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k6_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k6_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.5268
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- - Qwk: 0.5703
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- - Mse: 0.5268
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- - Rmse: 0.7258
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  ## Model description
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@@ -47,403 +47,268 @@ 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 | 0.0625 | 2 | 3.9180 | 0.0024 | 3.9180 | 1.9794 |
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- | No log | 0.125 | 4 | 2.3443 | -0.0161 | 2.3443 | 1.5311 |
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- | No log | 0.1875 | 6 | 1.7188 | 0.0318 | 1.7188 | 1.3110 |
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- | No log | 0.25 | 8 | 1.2083 | 0.2063 | 1.2083 | 1.0992 |
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- | No log | 0.3125 | 10 | 1.1101 | 0.1011 | 1.1101 | 1.0536 |
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- | No log | 0.375 | 12 | 1.1569 | 0.1767 | 1.1569 | 1.0756 |
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- | No log | 0.4375 | 14 | 1.1410 | 0.1549 | 1.1410 | 1.0682 |
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- | No log | 0.5 | 16 | 1.0735 | 0.1532 | 1.0735 | 1.0361 |
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- | No log | 0.5625 | 18 | 1.0651 | 0.2441 | 1.0651 | 1.0320 |
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- | No log | 0.625 | 20 | 1.1303 | 0.2023 | 1.1303 | 1.0632 |
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- | No log | 0.6875 | 22 | 1.1685 | 0.1389 | 1.1685 | 1.0810 |
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- | No log | 0.75 | 24 | 1.1672 | 0.1296 | 1.1672 | 1.0803 |
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- | No log | 0.8125 | 26 | 1.1951 | 0.0436 | 1.1951 | 1.0932 |
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- | No log | 0.875 | 28 | 1.1512 | 0.0436 | 1.1512 | 1.0729 |
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- | No log | 0.9375 | 30 | 1.1494 | 0.0436 | 1.1494 | 1.0721 |
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- | No log | 1.0 | 32 | 1.0981 | 0.1324 | 1.0981 | 1.0479 |
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- | No log | 1.0625 | 34 | 0.9475 | 0.3178 | 0.9475 | 0.9734 |
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- | No log | 1.125 | 36 | 0.9686 | 0.4162 | 0.9686 | 0.9842 |
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- | No log | 1.1875 | 38 | 1.1088 | 0.3185 | 1.1088 | 1.0530 |
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- | No log | 1.25 | 40 | 1.1102 | 0.3056 | 1.1102 | 1.0537 |
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- | No log | 1.3125 | 42 | 1.0029 | 0.3350 | 1.0029 | 1.0015 |
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- | No log | 1.375 | 44 | 0.9585 | 0.3250 | 0.9585 | 0.9790 |
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- | No log | 1.4375 | 46 | 0.9618 | 0.3117 | 0.9618 | 0.9807 |
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- | No log | 1.5 | 48 | 0.9136 | 0.3465 | 0.9136 | 0.9558 |
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- | No log | 1.5625 | 50 | 1.1322 | 0.3316 | 1.1322 | 1.0641 |
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- | No log | 1.625 | 52 | 1.1535 | 0.3496 | 1.1535 | 1.0740 |
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- | No log | 1.6875 | 54 | 0.8778 | 0.3790 | 0.8778 | 0.9369 |
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- | No log | 1.75 | 56 | 0.8516 | 0.4578 | 0.8516 | 0.9228 |
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- | No log | 1.8125 | 58 | 0.8366 | 0.4578 | 0.8366 | 0.9147 |
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- | No log | 1.875 | 60 | 0.8272 | 0.4164 | 0.8272 | 0.9095 |
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- | No log | 1.9375 | 62 | 1.0577 | 0.3865 | 1.0577 | 1.0284 |
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- | No log | 2.0 | 64 | 1.2696 | 0.2832 | 1.2696 | 1.1268 |
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- | No log | 2.0625 | 66 | 1.2061 | 0.3792 | 1.2061 | 1.0982 |
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- | No log | 2.125 | 68 | 0.8933 | 0.4794 | 0.8933 | 0.9452 |
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- | No log | 2.1875 | 70 | 0.7306 | 0.4156 | 0.7306 | 0.8547 |
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- | No log | 2.25 | 72 | 0.7628 | 0.4585 | 0.7628 | 0.8734 |
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- | No log | 2.3125 | 74 | 0.7350 | 0.4038 | 0.7350 | 0.8573 |
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- | No log | 2.375 | 76 | 0.7310 | 0.5260 | 0.7310 | 0.8550 |
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- | No log | 2.4375 | 78 | 0.9128 | 0.4570 | 0.9128 | 0.9554 |
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- | No log | 2.5 | 80 | 0.9749 | 0.4065 | 0.9749 | 0.9874 |
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- | No log | 2.5625 | 82 | 0.9908 | 0.3998 | 0.9908 | 0.9954 |
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- | No log | 2.625 | 84 | 0.8897 | 0.4812 | 0.8897 | 0.9432 |
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- | No log | 2.6875 | 86 | 0.7989 | 0.4527 | 0.7989 | 0.8938 |
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- | No log | 2.75 | 88 | 0.8669 | 0.3646 | 0.8669 | 0.9310 |
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- | No log | 2.8125 | 90 | 0.9008 | 0.4307 | 0.9008 | 0.9491 |
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- | No log | 2.875 | 92 | 0.8052 | 0.4408 | 0.8052 | 0.8973 |
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- | No log | 2.9375 | 94 | 0.7490 | 0.4816 | 0.7490 | 0.8654 |
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- | No log | 3.0 | 96 | 0.7378 | 0.5522 | 0.7378 | 0.8590 |
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- | No log | 3.0625 | 98 | 0.7247 | 0.5948 | 0.7247 | 0.8513 |
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- | No log | 3.125 | 100 | 0.7181 | 0.5471 | 0.7181 | 0.8474 |
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- | No log | 3.1875 | 102 | 0.7165 | 0.5471 | 0.7165 | 0.8465 |
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- | No log | 3.25 | 104 | 0.7098 | 0.5237 | 0.7098 | 0.8425 |
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- | No log | 3.3125 | 106 | 0.7283 | 0.5397 | 0.7283 | 0.8534 |
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- | No log | 3.375 | 108 | 0.7697 | 0.5383 | 0.7697 | 0.8773 |
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- | No log | 3.4375 | 110 | 0.7497 | 0.5291 | 0.7497 | 0.8659 |
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- | No log | 3.5 | 112 | 0.7560 | 0.4831 | 0.7560 | 0.8695 |
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- | No log | 3.5625 | 114 | 0.8859 | 0.4920 | 0.8859 | 0.9412 |
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- | No log | 3.625 | 116 | 0.8489 | 0.5119 | 0.8489 | 0.9214 |
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- | No log | 3.6875 | 118 | 0.7379 | 0.5773 | 0.7379 | 0.8590 |
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- | No log | 3.75 | 120 | 0.7937 | 0.5041 | 0.7937 | 0.8909 |
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- | No log | 3.8125 | 122 | 0.9131 | 0.4787 | 0.9131 | 0.9555 |
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- | No log | 3.875 | 124 | 0.8854 | 0.5124 | 0.8854 | 0.9410 |
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- | No log | 3.9375 | 126 | 0.7255 | 0.5489 | 0.7255 | 0.8517 |
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- | No log | 4.0 | 128 | 0.6933 | 0.5773 | 0.6933 | 0.8326 |
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- | No log | 4.0625 | 130 | 0.7363 | 0.5802 | 0.7363 | 0.8581 |
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- | No log | 4.125 | 132 | 0.6776 | 0.6650 | 0.6776 | 0.8231 |
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- | No log | 4.1875 | 134 | 0.7156 | 0.6493 | 0.7156 | 0.8459 |
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- | No log | 4.25 | 136 | 0.7488 | 0.5815 | 0.7488 | 0.8654 |
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- | No log | 4.3125 | 138 | 0.7778 | 0.5370 | 0.7778 | 0.8819 |
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- | No log | 4.375 | 140 | 0.7814 | 0.5578 | 0.7814 | 0.8840 |
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- | No log | 4.4375 | 142 | 0.7706 | 0.5263 | 0.7706 | 0.8778 |
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- | No log | 4.5 | 144 | 0.7698 | 0.4733 | 0.7698 | 0.8774 |
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- | No log | 4.5625 | 146 | 0.7687 | 0.5510 | 0.7687 | 0.8768 |
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- | No log | 4.625 | 148 | 0.8055 | 0.4988 | 0.8055 | 0.8975 |
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- | No log | 4.6875 | 150 | 0.8129 | 0.5129 | 0.8129 | 0.9016 |
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- | No log | 4.75 | 152 | 0.8269 | 0.4872 | 0.8269 | 0.9093 |
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- | No log | 4.8125 | 154 | 0.8324 | 0.4772 | 0.8324 | 0.9124 |
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- | No log | 4.875 | 156 | 0.8128 | 0.3802 | 0.8128 | 0.9015 |
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- | No log | 4.9375 | 158 | 0.8699 | 0.3921 | 0.8699 | 0.9327 |
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- | No log | 5.0 | 160 | 0.9954 | 0.3365 | 0.9954 | 0.9977 |
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- | No log | 5.0625 | 162 | 1.0032 | 0.3365 | 1.0032 | 1.0016 |
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- | No log | 5.125 | 164 | 0.9952 | 0.3534 | 0.9952 | 0.9976 |
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- | No log | 5.1875 | 166 | 0.8300 | 0.4913 | 0.8300 | 0.9110 |
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- | No log | 5.25 | 168 | 0.6630 | 0.5320 | 0.6630 | 0.8143 |
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- | No log | 5.3125 | 170 | 0.6295 | 0.5943 | 0.6295 | 0.7934 |
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- | No log | 5.375 | 172 | 0.6503 | 0.5877 | 0.6503 | 0.8064 |
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- | No log | 5.4375 | 174 | 0.6916 | 0.6380 | 0.6916 | 0.8316 |
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- | No log | 5.5 | 176 | 0.6903 | 0.5671 | 0.6903 | 0.8309 |
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- | No log | 5.5625 | 178 | 0.7034 | 0.5409 | 0.7034 | 0.8387 |
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- | No log | 5.625 | 180 | 0.7001 | 0.5759 | 0.7001 | 0.8367 |
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- | No log | 5.6875 | 182 | 0.6890 | 0.6139 | 0.6890 | 0.8301 |
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- | No log | 5.75 | 184 | 0.6474 | 0.5759 | 0.6474 | 0.8046 |
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- | No log | 5.8125 | 186 | 0.6489 | 0.5771 | 0.6489 | 0.8055 |
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- | No log | 5.875 | 188 | 0.6495 | 0.5288 | 0.6495 | 0.8059 |
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- | No log | 5.9375 | 190 | 0.6772 | 0.4739 | 0.6772 | 0.8229 |
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- | No log | 6.0 | 192 | 0.7979 | 0.4423 | 0.7979 | 0.8933 |
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- | No log | 6.0625 | 194 | 0.8132 | 0.4665 | 0.8132 | 0.9018 |
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- | No log | 6.125 | 196 | 0.7188 | 0.4350 | 0.7188 | 0.8478 |
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- | No log | 6.1875 | 198 | 0.6192 | 0.6262 | 0.6192 | 0.7869 |
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- | No log | 6.25 | 200 | 0.5911 | 0.6788 | 0.5911 | 0.7688 |
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- | No log | 6.3125 | 202 | 0.6205 | 0.6979 | 0.6205 | 0.7877 |
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- | No log | 6.375 | 204 | 0.7107 | 0.6208 | 0.7107 | 0.8430 |
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- | No log | 6.4375 | 206 | 0.8675 | 0.5800 | 0.8675 | 0.9314 |
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- | No log | 6.5 | 208 | 0.8029 | 0.5505 | 0.8029 | 0.8961 |
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- | No log | 6.5625 | 210 | 0.6389 | 0.6305 | 0.6389 | 0.7993 |
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- | No log | 6.625 | 212 | 0.6261 | 0.6429 | 0.6261 | 0.7913 |
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- | No log | 6.6875 | 214 | 0.7259 | 0.5495 | 0.7259 | 0.8520 |
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- | No log | 6.75 | 216 | 0.6919 | 0.6182 | 0.6919 | 0.8318 |
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- | No log | 6.8125 | 218 | 0.6212 | 0.5549 | 0.6212 | 0.7882 |
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- | No log | 6.875 | 220 | 0.6415 | 0.5862 | 0.6415 | 0.8009 |
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- | No log | 6.9375 | 222 | 0.6670 | 0.5698 | 0.6670 | 0.8167 |
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- | No log | 7.0 | 224 | 0.6585 | 0.6025 | 0.6585 | 0.8115 |
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- | No log | 7.0625 | 226 | 0.6470 | 0.6084 | 0.6470 | 0.8044 |
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- | No log | 7.125 | 228 | 0.6281 | 0.6207 | 0.6281 | 0.7925 |
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- | No log | 7.1875 | 230 | 0.6901 | 0.5749 | 0.6901 | 0.8307 |
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- | No log | 7.25 | 232 | 0.7134 | 0.5857 | 0.7134 | 0.8446 |
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- | No log | 7.3125 | 234 | 0.6482 | 0.6021 | 0.6482 | 0.8051 |
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- | No log | 7.375 | 236 | 0.5875 | 0.5446 | 0.5875 | 0.7665 |
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- | No log | 7.4375 | 238 | 0.6092 | 0.5627 | 0.6092 | 0.7805 |
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- | No log | 7.5 | 240 | 0.6433 | 0.5463 | 0.6433 | 0.8021 |
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- | No log | 7.5625 | 242 | 0.6105 | 0.5835 | 0.6105 | 0.7814 |
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- | No log | 7.625 | 244 | 0.5831 | 0.5960 | 0.5831 | 0.7636 |
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- | No log | 7.6875 | 246 | 0.5862 | 0.6123 | 0.5862 | 0.7656 |
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- | No log | 7.75 | 248 | 0.6032 | 0.6128 | 0.6032 | 0.7767 |
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- | No log | 7.8125 | 250 | 0.6165 | 0.6147 | 0.6165 | 0.7852 |
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- | No log | 7.875 | 252 | 0.6444 | 0.5858 | 0.6444 | 0.8027 |
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- | No log | 7.9375 | 254 | 0.6418 | 0.6032 | 0.6418 | 0.8011 |
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- | No log | 8.0 | 256 | 0.6400 | 0.6286 | 0.6400 | 0.8000 |
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- | No log | 8.0625 | 258 | 0.6714 | 0.5678 | 0.6714 | 0.8194 |
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- | No log | 8.125 | 260 | 0.6801 | 0.5699 | 0.6801 | 0.8247 |
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- | No log | 8.1875 | 262 | 0.6402 | 0.6564 | 0.6402 | 0.8001 |
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- | No log | 8.25 | 264 | 0.6490 | 0.6559 | 0.6490 | 0.8056 |
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- | No log | 8.3125 | 266 | 0.7568 | 0.5720 | 0.7568 | 0.8700 |
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- | No log | 8.375 | 268 | 0.7419 | 0.5625 | 0.7419 | 0.8614 |
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- | No log | 8.4375 | 270 | 0.6807 | 0.5922 | 0.6807 | 0.8250 |
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- | No log | 8.5 | 272 | 0.6442 | 0.6667 | 0.6442 | 0.8026 |
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- | No log | 8.5625 | 274 | 0.6290 | 0.6065 | 0.6290 | 0.7931 |
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- | No log | 8.625 | 276 | 0.6485 | 0.5835 | 0.6485 | 0.8053 |
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- | No log | 8.6875 | 278 | 0.6502 | 0.5698 | 0.6502 | 0.8064 |
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- | No log | 8.75 | 280 | 0.6297 | 0.5627 | 0.6297 | 0.7936 |
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- | No log | 8.8125 | 282 | 0.6114 | 0.4919 | 0.6114 | 0.7819 |
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- | No log | 8.875 | 284 | 0.6905 | 0.5148 | 0.6905 | 0.8310 |
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- | No log | 8.9375 | 286 | 0.7609 | 0.5513 | 0.7609 | 0.8723 |
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- | No log | 9.0 | 288 | 0.7603 | 0.5622 | 0.7603 | 0.8719 |
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- | No log | 9.0625 | 290 | 0.6947 | 0.6072 | 0.6947 | 0.8335 |
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- | No log | 9.125 | 292 | 0.5918 | 0.5821 | 0.5918 | 0.7693 |
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- | No log | 9.1875 | 294 | 0.5977 | 0.6055 | 0.5977 | 0.7731 |
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- | No log | 9.25 | 296 | 0.6349 | 0.5832 | 0.6349 | 0.7968 |
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- | No log | 9.3125 | 298 | 0.6421 | 0.5842 | 0.6421 | 0.8013 |
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- | No log | 9.375 | 300 | 0.6155 | 0.5692 | 0.6155 | 0.7845 |
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- | No log | 9.4375 | 302 | 0.6242 | 0.6047 | 0.6242 | 0.7901 |
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- | No log | 9.5 | 304 | 0.6164 | 0.5962 | 0.6164 | 0.7851 |
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- | No log | 9.5625 | 306 | 0.5824 | 0.5464 | 0.5824 | 0.7632 |
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- | No log | 9.625 | 308 | 0.5955 | 0.5905 | 0.5955 | 0.7717 |
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- | No log | 9.6875 | 310 | 0.6204 | 0.6053 | 0.6204 | 0.7877 |
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- | No log | 9.75 | 312 | 0.5920 | 0.6118 | 0.5920 | 0.7694 |
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- | No log | 9.8125 | 314 | 0.5521 | 0.6464 | 0.5521 | 0.7430 |
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- | No log | 9.875 | 316 | 0.5542 | 0.6470 | 0.5542 | 0.7445 |
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- | No log | 9.9375 | 318 | 0.5586 | 0.6001 | 0.5586 | 0.7474 |
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- | No log | 10.0 | 320 | 0.5829 | 0.6128 | 0.5829 | 0.7635 |
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- | No log | 10.0625 | 322 | 0.6519 | 0.6015 | 0.6519 | 0.8074 |
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- | No log | 10.125 | 324 | 0.6514 | 0.6015 | 0.6514 | 0.8071 |
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- | No log | 10.1875 | 326 | 0.5841 | 0.6063 | 0.5841 | 0.7643 |
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- | No log | 10.25 | 328 | 0.5418 | 0.6488 | 0.5418 | 0.7361 |
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- | No log | 10.3125 | 330 | 0.5457 | 0.6001 | 0.5457 | 0.7387 |
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- | No log | 10.375 | 332 | 0.5597 | 0.6241 | 0.5597 | 0.7481 |
218
- | No log | 10.4375 | 334 | 0.6141 | 0.6157 | 0.6141 | 0.7837 |
219
- | No log | 10.5 | 336 | 0.6672 | 0.5799 | 0.6672 | 0.8168 |
220
- | No log | 10.5625 | 338 | 0.6777 | 0.5686 | 0.6777 | 0.8232 |
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- | No log | 10.625 | 340 | 0.6525 | 0.5799 | 0.6525 | 0.8078 |
222
- | No log | 10.6875 | 342 | 0.6471 | 0.6127 | 0.6471 | 0.8044 |
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- | No log | 10.75 | 344 | 0.5986 | 0.6127 | 0.5986 | 0.7737 |
224
- | No log | 10.8125 | 346 | 0.5840 | 0.6073 | 0.5840 | 0.7642 |
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- | No log | 10.875 | 348 | 0.5796 | 0.6345 | 0.5796 | 0.7613 |
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- | No log | 10.9375 | 350 | 0.5833 | 0.5678 | 0.5833 | 0.7637 |
227
- | No log | 11.0 | 352 | 0.5776 | 0.6537 | 0.5776 | 0.7600 |
228
- | No log | 11.0625 | 354 | 0.5730 | 0.6546 | 0.5730 | 0.7570 |
229
- | No log | 11.125 | 356 | 0.5721 | 0.6407 | 0.5721 | 0.7564 |
230
- | No log | 11.1875 | 358 | 0.5763 | 0.6518 | 0.5763 | 0.7591 |
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- | No log | 11.25 | 360 | 0.5676 | 0.6927 | 0.5676 | 0.7534 |
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- | No log | 11.3125 | 362 | 0.5763 | 0.5939 | 0.5763 | 0.7592 |
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- | No log | 11.375 | 364 | 0.5999 | 0.6035 | 0.5999 | 0.7746 |
234
- | No log | 11.4375 | 366 | 0.6767 | 0.6438 | 0.6767 | 0.8226 |
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- | No log | 11.5 | 368 | 0.7733 | 0.5439 | 0.7733 | 0.8794 |
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- | No log | 11.5625 | 370 | 0.7883 | 0.5439 | 0.7883 | 0.8878 |
237
- | No log | 11.625 | 372 | 0.7279 | 0.6287 | 0.7279 | 0.8532 |
238
- | No log | 11.6875 | 374 | 0.6723 | 0.6065 | 0.6723 | 0.8199 |
239
- | No log | 11.75 | 376 | 0.6656 | 0.5943 | 0.6656 | 0.8159 |
240
- | No log | 11.8125 | 378 | 0.6786 | 0.5477 | 0.6786 | 0.8237 |
241
- | No log | 11.875 | 380 | 0.6867 | 0.5349 | 0.6867 | 0.8287 |
242
- | No log | 11.9375 | 382 | 0.6406 | 0.5746 | 0.6406 | 0.8004 |
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- | No log | 12.0 | 384 | 0.5934 | 0.5405 | 0.5934 | 0.7703 |
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- | No log | 12.0625 | 386 | 0.5574 | 0.6588 | 0.5574 | 0.7466 |
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- | No log | 12.125 | 388 | 0.5377 | 0.6588 | 0.5377 | 0.7333 |
246
- | No log | 12.1875 | 390 | 0.5377 | 0.6945 | 0.5377 | 0.7333 |
247
- | No log | 12.25 | 392 | 0.5344 | 0.6777 | 0.5344 | 0.7310 |
248
- | No log | 12.3125 | 394 | 0.5445 | 0.6575 | 0.5445 | 0.7379 |
249
- | No log | 12.375 | 396 | 0.6212 | 0.6328 | 0.6212 | 0.7882 |
250
- | No log | 12.4375 | 398 | 0.6661 | 0.5864 | 0.6661 | 0.8161 |
251
- | No log | 12.5 | 400 | 0.6540 | 0.6025 | 0.6540 | 0.8087 |
252
- | No log | 12.5625 | 402 | 0.6364 | 0.6218 | 0.6364 | 0.7977 |
253
- | No log | 12.625 | 404 | 0.5845 | 0.6451 | 0.5845 | 0.7645 |
254
- | No log | 12.6875 | 406 | 0.6108 | 0.5819 | 0.6108 | 0.7815 |
255
- | No log | 12.75 | 408 | 0.6367 | 0.5945 | 0.6367 | 0.7980 |
256
- | No log | 12.8125 | 410 | 0.5979 | 0.5446 | 0.5979 | 0.7733 |
257
- | No log | 12.875 | 412 | 0.6044 | 0.6432 | 0.6044 | 0.7774 |
258
- | No log | 12.9375 | 414 | 0.6358 | 0.6199 | 0.6358 | 0.7974 |
259
- | No log | 13.0 | 416 | 0.6242 | 0.5937 | 0.6242 | 0.7901 |
260
- | No log | 13.0625 | 418 | 0.6126 | 0.5663 | 0.6126 | 0.7827 |
261
- | No log | 13.125 | 420 | 0.6030 | 0.5663 | 0.6030 | 0.7765 |
262
- | No log | 13.1875 | 422 | 0.6103 | 0.6122 | 0.6103 | 0.7812 |
263
- | No log | 13.25 | 424 | 0.6720 | 0.5998 | 0.6720 | 0.8198 |
264
- | No log | 13.3125 | 426 | 0.7338 | 0.5938 | 0.7338 | 0.8566 |
265
- | No log | 13.375 | 428 | 0.7233 | 0.5820 | 0.7233 | 0.8505 |
266
- | No log | 13.4375 | 430 | 0.6640 | 0.6151 | 0.6640 | 0.8149 |
267
- | No log | 13.5 | 432 | 0.6001 | 0.6219 | 0.6001 | 0.7747 |
268
- | No log | 13.5625 | 434 | 0.6000 | 0.5419 | 0.6000 | 0.7746 |
269
- | No log | 13.625 | 436 | 0.6025 | 0.5419 | 0.6025 | 0.7762 |
270
- | No log | 13.6875 | 438 | 0.5877 | 0.5549 | 0.5877 | 0.7666 |
271
- | No log | 13.75 | 440 | 0.5698 | 0.5886 | 0.5698 | 0.7548 |
272
- | No log | 13.8125 | 442 | 0.5646 | 0.6528 | 0.5646 | 0.7514 |
273
- | No log | 13.875 | 444 | 0.5539 | 0.6488 | 0.5539 | 0.7443 |
274
- | No log | 13.9375 | 446 | 0.5444 | 0.6616 | 0.5444 | 0.7378 |
275
- | No log | 14.0 | 448 | 0.5819 | 0.6811 | 0.5819 | 0.7628 |
276
- | No log | 14.0625 | 450 | 0.6096 | 0.6670 | 0.6096 | 0.7808 |
277
- | No log | 14.125 | 452 | 0.5808 | 0.6161 | 0.5808 | 0.7621 |
278
- | No log | 14.1875 | 454 | 0.5805 | 0.6332 | 0.5805 | 0.7619 |
279
- | No log | 14.25 | 456 | 0.6408 | 0.5552 | 0.6408 | 0.8005 |
280
- | No log | 14.3125 | 458 | 0.6924 | 0.5385 | 0.6924 | 0.8321 |
281
- | No log | 14.375 | 460 | 0.6763 | 0.5538 | 0.6763 | 0.8223 |
282
- | No log | 14.4375 | 462 | 0.6047 | 0.5552 | 0.6047 | 0.7776 |
283
- | No log | 14.5 | 464 | 0.5474 | 0.6128 | 0.5474 | 0.7399 |
284
- | No log | 14.5625 | 466 | 0.5252 | 0.6466 | 0.5252 | 0.7247 |
285
- | No log | 14.625 | 468 | 0.5222 | 0.6427 | 0.5222 | 0.7227 |
286
- | No log | 14.6875 | 470 | 0.5552 | 0.6133 | 0.5552 | 0.7451 |
287
- | No log | 14.75 | 472 | 0.5949 | 0.5938 | 0.5949 | 0.7713 |
288
- | No log | 14.8125 | 474 | 0.5999 | 0.5740 | 0.5999 | 0.7745 |
289
- | No log | 14.875 | 476 | 0.5858 | 0.5788 | 0.5858 | 0.7654 |
290
- | No log | 14.9375 | 478 | 0.5577 | 0.6128 | 0.5577 | 0.7468 |
291
- | No log | 15.0 | 480 | 0.5593 | 0.6412 | 0.5593 | 0.7479 |
292
- | No log | 15.0625 | 482 | 0.5583 | 0.6519 | 0.5583 | 0.7472 |
293
- | No log | 15.125 | 484 | 0.5840 | 0.6584 | 0.5840 | 0.7642 |
294
- | No log | 15.1875 | 486 | 0.6493 | 0.6042 | 0.6493 | 0.8058 |
295
- | No log | 15.25 | 488 | 0.7238 | 0.5137 | 0.7238 | 0.8508 |
296
- | No log | 15.3125 | 490 | 0.7244 | 0.5279 | 0.7244 | 0.8511 |
297
- | No log | 15.375 | 492 | 0.6950 | 0.5463 | 0.6950 | 0.8337 |
298
- | No log | 15.4375 | 494 | 0.6673 | 0.5142 | 0.6673 | 0.8169 |
299
- | No log | 15.5 | 496 | 0.6427 | 0.5485 | 0.6427 | 0.8017 |
300
- | No log | 15.5625 | 498 | 0.6252 | 0.6133 | 0.6252 | 0.7907 |
301
- | 0.2897 | 15.625 | 500 | 0.6102 | 0.5774 | 0.6102 | 0.7812 |
302
- | 0.2897 | 15.6875 | 502 | 0.6081 | 0.6123 | 0.6081 | 0.7798 |
303
- | 0.2897 | 15.75 | 504 | 0.6135 | 0.6196 | 0.6135 | 0.7832 |
304
- | 0.2897 | 15.8125 | 506 | 0.6391 | 0.6067 | 0.6391 | 0.7995 |
305
- | 0.2897 | 15.875 | 508 | 0.6563 | 0.5239 | 0.6563 | 0.8101 |
306
- | 0.2897 | 15.9375 | 510 | 0.6344 | 0.6184 | 0.6344 | 0.7965 |
307
- | 0.2897 | 16.0 | 512 | 0.6042 | 0.6024 | 0.6042 | 0.7773 |
308
- | 0.2897 | 16.0625 | 514 | 0.5953 | 0.6262 | 0.5953 | 0.7715 |
309
- | 0.2897 | 16.125 | 516 | 0.5720 | 0.6641 | 0.5720 | 0.7563 |
310
- | 0.2897 | 16.1875 | 518 | 0.5721 | 0.7154 | 0.5721 | 0.7564 |
311
- | 0.2897 | 16.25 | 520 | 0.5881 | 0.6725 | 0.5881 | 0.7668 |
312
- | 0.2897 | 16.3125 | 522 | 0.5890 | 0.7112 | 0.5890 | 0.7675 |
313
- | 0.2897 | 16.375 | 524 | 0.5709 | 0.7151 | 0.5709 | 0.7556 |
314
- | 0.2897 | 16.4375 | 526 | 0.5945 | 0.6872 | 0.5945 | 0.7711 |
315
- | 0.2897 | 16.5 | 528 | 0.6441 | 0.6169 | 0.6441 | 0.8025 |
316
- | 0.2897 | 16.5625 | 530 | 0.6602 | 0.5788 | 0.6602 | 0.8126 |
317
- | 0.2897 | 16.625 | 532 | 0.6414 | 0.5710 | 0.6414 | 0.8009 |
318
- | 0.2897 | 16.6875 | 534 | 0.6094 | 0.5796 | 0.6094 | 0.7806 |
319
- | 0.2897 | 16.75 | 536 | 0.5940 | 0.5796 | 0.5940 | 0.7707 |
320
- | 0.2897 | 16.8125 | 538 | 0.5760 | 0.5938 | 0.5760 | 0.7590 |
321
- | 0.2897 | 16.875 | 540 | 0.5637 | 0.6588 | 0.5637 | 0.7508 |
322
- | 0.2897 | 16.9375 | 542 | 0.5569 | 0.6460 | 0.5569 | 0.7463 |
323
- | 0.2897 | 17.0 | 544 | 0.5643 | 0.6695 | 0.5643 | 0.7512 |
324
- | 0.2897 | 17.0625 | 546 | 0.6051 | 0.6371 | 0.6051 | 0.7779 |
325
- | 0.2897 | 17.125 | 548 | 0.6119 | 0.6404 | 0.6119 | 0.7823 |
326
- | 0.2897 | 17.1875 | 550 | 0.6041 | 0.6404 | 0.6041 | 0.7773 |
327
- | 0.2897 | 17.25 | 552 | 0.5761 | 0.6371 | 0.5761 | 0.7590 |
328
- | 0.2897 | 17.3125 | 554 | 0.5465 | 0.6460 | 0.5465 | 0.7392 |
329
- | 0.2897 | 17.375 | 556 | 0.5408 | 0.6742 | 0.5408 | 0.7354 |
330
- | 0.2897 | 17.4375 | 558 | 0.5426 | 0.6634 | 0.5426 | 0.7366 |
331
- | 0.2897 | 17.5 | 560 | 0.5441 | 0.6625 | 0.5441 | 0.7376 |
332
- | 0.2897 | 17.5625 | 562 | 0.5512 | 0.6729 | 0.5512 | 0.7424 |
333
- | 0.2897 | 17.625 | 564 | 0.5574 | 0.6537 | 0.5574 | 0.7466 |
334
- | 0.2897 | 17.6875 | 566 | 0.5531 | 0.6880 | 0.5531 | 0.7437 |
335
- | 0.2897 | 17.75 | 568 | 0.5422 | 0.6649 | 0.5422 | 0.7364 |
336
- | 0.2897 | 17.8125 | 570 | 0.5369 | 0.6649 | 0.5369 | 0.7328 |
337
- | 0.2897 | 17.875 | 572 | 0.5365 | 0.6788 | 0.5365 | 0.7324 |
338
- | 0.2897 | 17.9375 | 574 | 0.5501 | 0.7117 | 0.5501 | 0.7417 |
339
- | 0.2897 | 18.0 | 576 | 0.5413 | 0.7117 | 0.5413 | 0.7358 |
340
- | 0.2897 | 18.0625 | 578 | 0.5331 | 0.7201 | 0.5331 | 0.7301 |
341
- | 0.2897 | 18.125 | 580 | 0.5258 | 0.6537 | 0.5258 | 0.7251 |
342
- | 0.2897 | 18.1875 | 582 | 0.5487 | 0.6724 | 0.5487 | 0.7407 |
343
- | 0.2897 | 18.25 | 584 | 0.5826 | 0.6438 | 0.5826 | 0.7633 |
344
- | 0.2897 | 18.3125 | 586 | 0.5997 | 0.5894 | 0.5997 | 0.7744 |
345
- | 0.2897 | 18.375 | 588 | 0.5875 | 0.5835 | 0.5875 | 0.7665 |
346
- | 0.2897 | 18.4375 | 590 | 0.5770 | 0.6209 | 0.5770 | 0.7596 |
347
- | 0.2897 | 18.5 | 592 | 0.5724 | 0.6537 | 0.5724 | 0.7565 |
348
- | 0.2897 | 18.5625 | 594 | 0.5739 | 0.6175 | 0.5739 | 0.7575 |
349
- | 0.2897 | 18.625 | 596 | 0.5567 | 0.6460 | 0.5567 | 0.7461 |
350
- | 0.2897 | 18.6875 | 598 | 0.5415 | 0.6681 | 0.5415 | 0.7359 |
351
- | 0.2897 | 18.75 | 600 | 0.5396 | 0.6690 | 0.5396 | 0.7346 |
352
- | 0.2897 | 18.8125 | 602 | 0.5397 | 0.6641 | 0.5397 | 0.7346 |
353
- | 0.2897 | 18.875 | 604 | 0.5494 | 0.6764 | 0.5494 | 0.7412 |
354
- | 0.2897 | 18.9375 | 606 | 0.5494 | 0.6584 | 0.5494 | 0.7412 |
355
- | 0.2897 | 19.0 | 608 | 0.5724 | 0.6473 | 0.5724 | 0.7566 |
356
- | 0.2897 | 19.0625 | 610 | 0.6545 | 0.5799 | 0.6545 | 0.8090 |
357
- | 0.2897 | 19.125 | 612 | 0.6897 | 0.5591 | 0.6897 | 0.8305 |
358
- | 0.2897 | 19.1875 | 614 | 0.6590 | 0.5718 | 0.6590 | 0.8118 |
359
- | 0.2897 | 19.25 | 616 | 0.6217 | 0.6165 | 0.6217 | 0.7885 |
360
- | 0.2897 | 19.3125 | 618 | 0.6121 | 0.5436 | 0.6121 | 0.7824 |
361
- | 0.2897 | 19.375 | 620 | 0.6110 | 0.5436 | 0.6110 | 0.7816 |
362
- | 0.2897 | 19.4375 | 622 | 0.6040 | 0.5556 | 0.6040 | 0.7772 |
363
- | 0.2897 | 19.5 | 624 | 0.6098 | 0.5862 | 0.6098 | 0.7809 |
364
- | 0.2897 | 19.5625 | 626 | 0.6603 | 0.5740 | 0.6603 | 0.8126 |
365
- | 0.2897 | 19.625 | 628 | 0.6961 | 0.5555 | 0.6961 | 0.8343 |
366
- | 0.2897 | 19.6875 | 630 | 0.6671 | 0.5822 | 0.6671 | 0.8168 |
367
- | 0.2897 | 19.75 | 632 | 0.6414 | 0.5763 | 0.6414 | 0.8009 |
368
- | 0.2897 | 19.8125 | 634 | 0.6027 | 0.5862 | 0.6027 | 0.7763 |
369
- | 0.2897 | 19.875 | 636 | 0.5982 | 0.6150 | 0.5982 | 0.7734 |
370
- | 0.2897 | 19.9375 | 638 | 0.5834 | 0.6150 | 0.5834 | 0.7638 |
371
- | 0.2897 | 20.0 | 640 | 0.5765 | 0.6150 | 0.5765 | 0.7593 |
372
- | 0.2897 | 20.0625 | 642 | 0.5717 | 0.6322 | 0.5717 | 0.7561 |
373
- | 0.2897 | 20.125 | 644 | 0.5539 | 0.6322 | 0.5539 | 0.7443 |
374
- | 0.2897 | 20.1875 | 646 | 0.5408 | 0.6332 | 0.5408 | 0.7354 |
375
- | 0.2897 | 20.25 | 648 | 0.5328 | 0.6496 | 0.5328 | 0.7299 |
376
- | 0.2897 | 20.3125 | 650 | 0.5317 | 0.6824 | 0.5317 | 0.7292 |
377
- | 0.2897 | 20.375 | 652 | 0.5352 | 0.6667 | 0.5352 | 0.7315 |
378
- | 0.2897 | 20.4375 | 654 | 0.5368 | 0.6622 | 0.5368 | 0.7327 |
379
- | 0.2897 | 20.5 | 656 | 0.5409 | 0.6332 | 0.5409 | 0.7355 |
380
- | 0.2897 | 20.5625 | 658 | 0.5593 | 0.6315 | 0.5593 | 0.7479 |
381
- | 0.2897 | 20.625 | 660 | 0.5875 | 0.6464 | 0.5875 | 0.7665 |
382
- | 0.2897 | 20.6875 | 662 | 0.5795 | 0.6352 | 0.5795 | 0.7613 |
383
- | 0.2897 | 20.75 | 664 | 0.5537 | 0.6177 | 0.5537 | 0.7441 |
384
- | 0.2897 | 20.8125 | 666 | 0.5352 | 0.6796 | 0.5352 | 0.7316 |
385
- | 0.2897 | 20.875 | 668 | 0.5464 | 0.6036 | 0.5464 | 0.7392 |
386
- | 0.2897 | 20.9375 | 670 | 0.5515 | 0.6036 | 0.5515 | 0.7427 |
387
- | 0.2897 | 21.0 | 672 | 0.5361 | 0.6437 | 0.5361 | 0.7322 |
388
- | 0.2897 | 21.0625 | 674 | 0.5289 | 0.6932 | 0.5289 | 0.7272 |
389
- | 0.2897 | 21.125 | 676 | 0.5406 | 0.6555 | 0.5406 | 0.7353 |
390
- | 0.2897 | 21.1875 | 678 | 0.5986 | 0.6301 | 0.5986 | 0.7737 |
391
- | 0.2897 | 21.25 | 680 | 0.6279 | 0.6123 | 0.6279 | 0.7924 |
392
- | 0.2897 | 21.3125 | 682 | 0.5981 | 0.6151 | 0.5981 | 0.7733 |
393
- | 0.2897 | 21.375 | 684 | 0.5566 | 0.6502 | 0.5566 | 0.7460 |
394
- | 0.2897 | 21.4375 | 686 | 0.5268 | 0.6632 | 0.5268 | 0.7258 |
395
- | 0.2897 | 21.5 | 688 | 0.5165 | 0.6903 | 0.5165 | 0.7187 |
396
- | 0.2897 | 21.5625 | 690 | 0.5105 | 0.6903 | 0.5105 | 0.7145 |
397
- | 0.2897 | 21.625 | 692 | 0.5059 | 0.7573 | 0.5059 | 0.7113 |
398
- | 0.2897 | 21.6875 | 694 | 0.5041 | 0.7358 | 0.5041 | 0.7100 |
399
- | 0.2897 | 21.75 | 696 | 0.5145 | 0.6936 | 0.5145 | 0.7173 |
400
- | 0.2897 | 21.8125 | 698 | 0.5065 | 0.7148 | 0.5065 | 0.7117 |
401
- | 0.2897 | 21.875 | 700 | 0.5061 | 0.7210 | 0.5061 | 0.7114 |
402
- | 0.2897 | 21.9375 | 702 | 0.5152 | 0.7429 | 0.5152 | 0.7178 |
403
- | 0.2897 | 22.0 | 704 | 0.5135 | 0.7429 | 0.5135 | 0.7166 |
404
- | 0.2897 | 22.0625 | 706 | 0.5078 | 0.7423 | 0.5078 | 0.7126 |
405
- | 0.2897 | 22.125 | 708 | 0.5170 | 0.6911 | 0.5170 | 0.7190 |
406
- | 0.2897 | 22.1875 | 710 | 0.5396 | 0.6606 | 0.5396 | 0.7346 |
407
- | 0.2897 | 22.25 | 712 | 0.5633 | 0.6286 | 0.5633 | 0.7505 |
408
- | 0.2897 | 22.3125 | 714 | 0.5740 | 0.6286 | 0.5740 | 0.7576 |
409
- | 0.2897 | 22.375 | 716 | 0.5800 | 0.6286 | 0.5800 | 0.7616 |
410
- | 0.2897 | 22.4375 | 718 | 0.5917 | 0.6350 | 0.5917 | 0.7692 |
411
- | 0.2897 | 22.5 | 720 | 0.5890 | 0.6315 | 0.5890 | 0.7675 |
412
- | 0.2897 | 22.5625 | 722 | 0.5747 | 0.6276 | 0.5747 | 0.7581 |
413
- | 0.2897 | 22.625 | 724 | 0.5525 | 0.6528 | 0.5525 | 0.7433 |
414
- | 0.2897 | 22.6875 | 726 | 0.5246 | 0.6733 | 0.5246 | 0.7243 |
415
- | 0.2897 | 22.75 | 728 | 0.5197 | 0.7375 | 0.5197 | 0.7209 |
416
- | 0.2897 | 22.8125 | 730 | 0.5225 | 0.7529 | 0.5225 | 0.7228 |
417
- | 0.2897 | 22.875 | 732 | 0.5168 | 0.6830 | 0.5168 | 0.7189 |
418
- | 0.2897 | 22.9375 | 734 | 0.5208 | 0.6911 | 0.5208 | 0.7217 |
419
- | 0.2897 | 23.0 | 736 | 0.5300 | 0.6528 | 0.5300 | 0.7280 |
420
- | 0.2897 | 23.0625 | 738 | 0.5342 | 0.6631 | 0.5342 | 0.7309 |
421
- | 0.2897 | 23.125 | 740 | 0.5464 | 0.6516 | 0.5464 | 0.7392 |
422
- | 0.2897 | 23.1875 | 742 | 0.5434 | 0.6516 | 0.5434 | 0.7372 |
423
- | 0.2897 | 23.25 | 744 | 0.5267 | 0.6720 | 0.5267 | 0.7258 |
424
- | 0.2897 | 23.3125 | 746 | 0.5258 | 0.6720 | 0.5258 | 0.7252 |
425
- | 0.2897 | 23.375 | 748 | 0.5408 | 0.6951 | 0.5408 | 0.7354 |
426
- | 0.2897 | 23.4375 | 750 | 0.5322 | 0.7172 | 0.5322 | 0.7295 |
427
- | 0.2897 | 23.5 | 752 | 0.5202 | 0.7535 | 0.5202 | 0.7213 |
428
- | 0.2897 | 23.5625 | 754 | 0.5080 | 0.7377 | 0.5080 | 0.7127 |
429
- | 0.2897 | 23.625 | 756 | 0.5190 | 0.6814 | 0.5190 | 0.7204 |
430
- | 0.2897 | 23.6875 | 758 | 0.5453 | 0.6916 | 0.5453 | 0.7384 |
431
- | 0.2897 | 23.75 | 760 | 0.5608 | 0.6623 | 0.5608 | 0.7489 |
432
- | 0.2897 | 23.8125 | 762 | 0.5487 | 0.6488 | 0.5487 | 0.7407 |
433
- | 0.2897 | 23.875 | 764 | 0.5352 | 0.6343 | 0.5352 | 0.7316 |
434
- | 0.2897 | 23.9375 | 766 | 0.5387 | 0.6485 | 0.5387 | 0.7340 |
435
- | 0.2897 | 24.0 | 768 | 0.5422 | 0.7326 | 0.5422 | 0.7364 |
436
- | 0.2897 | 24.0625 | 770 | 0.5461 | 0.7216 | 0.5461 | 0.7390 |
437
- | 0.2897 | 24.125 | 772 | 0.5674 | 0.6725 | 0.5674 | 0.7532 |
438
- | 0.2897 | 24.1875 | 774 | 0.5621 | 0.6759 | 0.5621 | 0.7498 |
439
- | 0.2897 | 24.25 | 776 | 0.5560 | 0.5833 | 0.5560 | 0.7456 |
440
- | 0.2897 | 24.3125 | 778 | 0.5721 | 0.6043 | 0.5721 | 0.7564 |
441
- | 0.2897 | 24.375 | 780 | 0.5866 | 0.5835 | 0.5866 | 0.7659 |
442
- | 0.2897 | 24.4375 | 782 | 0.5802 | 0.5153 | 0.5802 | 0.7617 |
443
- | 0.2897 | 24.5 | 784 | 0.5650 | 0.5302 | 0.5650 | 0.7516 |
444
- | 0.2897 | 24.5625 | 786 | 0.5506 | 0.5703 | 0.5506 | 0.7420 |
445
- | 0.2897 | 24.625 | 788 | 0.5422 | 0.5703 | 0.5422 | 0.7363 |
446
- | 0.2897 | 24.6875 | 790 | 0.5268 | 0.5703 | 0.5268 | 0.7258 |
447
 
448
 
449
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k7_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k7_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6083
19
+ - Qwk: 0.6054
20
+ - Mse: 0.6083
21
+ - Rmse: 0.7799
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0541 | 2 | 4.1126 | 0.0176 | 4.1126 | 2.0280 |
53
+ | No log | 0.1081 | 4 | 2.3443 | 0.0110 | 2.3443 | 1.5311 |
54
+ | No log | 0.1622 | 6 | 1.8839 | 0.0741 | 1.8839 | 1.3725 |
55
+ | No log | 0.2162 | 8 | 1.3728 | 0.0408 | 1.3728 | 1.1717 |
56
+ | No log | 0.2703 | 10 | 1.0649 | 0.2711 | 1.0649 | 1.0319 |
57
+ | No log | 0.3243 | 12 | 0.9581 | 0.1962 | 0.9581 | 0.9788 |
58
+ | No log | 0.3784 | 14 | 0.9388 | 0.2288 | 0.9388 | 0.9689 |
59
+ | No log | 0.4324 | 16 | 0.9273 | 0.2035 | 0.9273 | 0.9630 |
60
+ | No log | 0.4865 | 18 | 0.9431 | 0.2569 | 0.9431 | 0.9711 |
61
+ | No log | 0.5405 | 20 | 1.1566 | 0.1602 | 1.1567 | 1.0755 |
62
+ | No log | 0.5946 | 22 | 1.3522 | 0.1500 | 1.3522 | 1.1629 |
63
+ | No log | 0.6486 | 24 | 1.2103 | 0.2592 | 1.2103 | 1.1001 |
64
+ | No log | 0.7027 | 26 | 0.9883 | 0.3890 | 0.9883 | 0.9941 |
65
+ | No log | 0.7568 | 28 | 0.9172 | 0.2015 | 0.9172 | 0.9577 |
66
+ | No log | 0.8108 | 30 | 0.9382 | 0.1761 | 0.9382 | 0.9686 |
67
+ | No log | 0.8649 | 32 | 0.9059 | 0.3133 | 0.9059 | 0.9518 |
68
+ | No log | 0.9189 | 34 | 0.9554 | 0.4024 | 0.9554 | 0.9775 |
69
+ | No log | 0.9730 | 36 | 1.2918 | 0.2170 | 1.2918 | 1.1366 |
70
+ | No log | 1.0270 | 38 | 2.0578 | 0.1240 | 2.0578 | 1.4345 |
71
+ | No log | 1.0811 | 40 | 1.6328 | 0.1564 | 1.6328 | 1.2778 |
72
+ | No log | 1.1351 | 42 | 1.2469 | 0.2592 | 1.2469 | 1.1166 |
73
+ | No log | 1.1892 | 44 | 1.0999 | 0.3088 | 1.0999 | 1.0488 |
74
+ | No log | 1.2432 | 46 | 0.9856 | 0.2711 | 0.9856 | 0.9928 |
75
+ | No log | 1.2973 | 48 | 0.9677 | 0.3407 | 0.9677 | 0.9837 |
76
+ | No log | 1.3514 | 50 | 0.9308 | 0.3557 | 0.9308 | 0.9648 |
77
+ | No log | 1.4054 | 52 | 0.9118 | 0.3737 | 0.9118 | 0.9549 |
78
+ | No log | 1.4595 | 54 | 0.9266 | 0.3852 | 0.9266 | 0.9626 |
79
+ | No log | 1.5135 | 56 | 0.9443 | 0.3852 | 0.9443 | 0.9718 |
80
+ | No log | 1.5676 | 58 | 0.9566 | 0.3570 | 0.9566 | 0.9781 |
81
+ | No log | 1.6216 | 60 | 0.8942 | 0.3852 | 0.8942 | 0.9456 |
82
+ | No log | 1.6757 | 62 | 0.8683 | 0.3517 | 0.8683 | 0.9318 |
83
+ | No log | 1.7297 | 64 | 0.9518 | 0.3457 | 0.9518 | 0.9756 |
84
+ | No log | 1.7838 | 66 | 0.9716 | 0.2217 | 0.9716 | 0.9857 |
85
+ | No log | 1.8378 | 68 | 0.9874 | 0.3478 | 0.9874 | 0.9937 |
86
+ | No log | 1.8919 | 70 | 0.9476 | 0.3478 | 0.9476 | 0.9734 |
87
+ | No log | 1.9459 | 72 | 0.8828 | 0.3836 | 0.8828 | 0.9396 |
88
+ | No log | 2.0 | 74 | 0.8365 | 0.4063 | 0.8365 | 0.9146 |
89
+ | No log | 2.0541 | 76 | 0.8487 | 0.2449 | 0.8487 | 0.9213 |
90
+ | No log | 2.1081 | 78 | 0.8251 | 0.2790 | 0.8251 | 0.9083 |
91
+ | No log | 2.1622 | 80 | 0.7918 | 0.3773 | 0.7918 | 0.8898 |
92
+ | No log | 2.2162 | 82 | 0.8348 | 0.4382 | 0.8348 | 0.9137 |
93
+ | No log | 2.2703 | 84 | 0.9281 | 0.4026 | 0.9281 | 0.9634 |
94
+ | No log | 2.3243 | 86 | 0.8556 | 0.4518 | 0.8556 | 0.9250 |
95
+ | No log | 2.3784 | 88 | 0.7675 | 0.4501 | 0.7675 | 0.8761 |
96
+ | No log | 2.4324 | 90 | 0.7507 | 0.5117 | 0.7507 | 0.8664 |
97
+ | No log | 2.4865 | 92 | 0.8604 | 0.4222 | 0.8604 | 0.9276 |
98
+ | No log | 2.5405 | 94 | 0.9191 | 0.3280 | 0.9191 | 0.9587 |
99
+ | No log | 2.5946 | 96 | 0.8956 | 0.4713 | 0.8956 | 0.9464 |
100
+ | No log | 2.6486 | 98 | 0.9678 | 0.3795 | 0.9678 | 0.9837 |
101
+ | No log | 2.7027 | 100 | 0.9264 | 0.3795 | 0.9264 | 0.9625 |
102
+ | No log | 2.7568 | 102 | 0.8134 | 0.4439 | 0.8134 | 0.9019 |
103
+ | No log | 2.8108 | 104 | 0.7699 | 0.5799 | 0.7699 | 0.8774 |
104
+ | No log | 2.8649 | 106 | 0.8122 | 0.4681 | 0.8122 | 0.9012 |
105
+ | No log | 2.9189 | 108 | 0.8114 | 0.4954 | 0.8114 | 0.9008 |
106
+ | No log | 2.9730 | 110 | 0.7817 | 0.4203 | 0.7817 | 0.8841 |
107
+ | No log | 3.0270 | 112 | 0.8007 | 0.4754 | 0.8007 | 0.8948 |
108
+ | No log | 3.0811 | 114 | 0.7940 | 0.5342 | 0.7940 | 0.8911 |
109
+ | No log | 3.1351 | 116 | 0.7800 | 0.4581 | 0.7800 | 0.8832 |
110
+ | No log | 3.1892 | 118 | 0.7925 | 0.4180 | 0.7925 | 0.8902 |
111
+ | No log | 3.2432 | 120 | 0.7948 | 0.4180 | 0.7948 | 0.8915 |
112
+ | No log | 3.2973 | 122 | 0.8199 | 0.3784 | 0.8199 | 0.9055 |
113
+ | No log | 3.3514 | 124 | 0.8427 | 0.3455 | 0.8427 | 0.9180 |
114
+ | No log | 3.4054 | 126 | 0.9146 | 0.4086 | 0.9146 | 0.9564 |
115
+ | No log | 3.4595 | 128 | 0.9253 | 0.4239 | 0.9253 | 0.9619 |
116
+ | No log | 3.5135 | 130 | 0.9019 | 0.4207 | 0.9019 | 0.9497 |
117
+ | No log | 3.5676 | 132 | 0.8764 | 0.4175 | 0.8764 | 0.9361 |
118
+ | No log | 3.6216 | 134 | 0.9012 | 0.4667 | 0.9012 | 0.9493 |
119
+ | No log | 3.6757 | 136 | 0.7985 | 0.4681 | 0.7985 | 0.8936 |
120
+ | No log | 3.7297 | 138 | 0.7622 | 0.4943 | 0.7622 | 0.8731 |
121
+ | No log | 3.7838 | 140 | 0.7906 | 0.4681 | 0.7906 | 0.8891 |
122
+ | No log | 3.8378 | 142 | 0.7552 | 0.5070 | 0.7552 | 0.8690 |
123
+ | No log | 3.8919 | 144 | 0.7929 | 0.5370 | 0.7929 | 0.8905 |
124
+ | No log | 3.9459 | 146 | 0.7926 | 0.5356 | 0.7926 | 0.8903 |
125
+ | No log | 4.0 | 148 | 0.6705 | 0.6025 | 0.6705 | 0.8188 |
126
+ | No log | 4.0541 | 150 | 0.6562 | 0.5594 | 0.6562 | 0.8100 |
127
+ | No log | 4.1081 | 152 | 0.6906 | 0.5582 | 0.6906 | 0.8310 |
128
+ | No log | 4.1622 | 154 | 0.8184 | 0.4946 | 0.8184 | 0.9047 |
129
+ | No log | 4.2162 | 156 | 0.8230 | 0.4712 | 0.8230 | 0.9072 |
130
+ | No log | 4.2703 | 158 | 0.6951 | 0.5498 | 0.6951 | 0.8337 |
131
+ | No log | 4.3243 | 160 | 0.6554 | 0.5759 | 0.6554 | 0.8096 |
132
+ | No log | 4.3784 | 162 | 0.6790 | 0.5735 | 0.6790 | 0.8240 |
133
+ | No log | 4.4324 | 164 | 0.7537 | 0.5079 | 0.7537 | 0.8682 |
134
+ | No log | 4.4865 | 166 | 0.7869 | 0.5521 | 0.7869 | 0.8871 |
135
+ | No log | 4.5405 | 168 | 0.7104 | 0.4782 | 0.7104 | 0.8428 |
136
+ | No log | 4.5946 | 170 | 0.6903 | 0.5406 | 0.6903 | 0.8308 |
137
+ | No log | 4.6486 | 172 | 0.6744 | 0.5287 | 0.6744 | 0.8212 |
138
+ | No log | 4.7027 | 174 | 0.7194 | 0.5847 | 0.7194 | 0.8482 |
139
+ | No log | 4.7568 | 176 | 0.7557 | 0.5921 | 0.7557 | 0.8693 |
140
+ | No log | 4.8108 | 178 | 0.7368 | 0.5040 | 0.7368 | 0.8584 |
141
+ | No log | 4.8649 | 180 | 0.7217 | 0.4932 | 0.7217 | 0.8495 |
142
+ | No log | 4.9189 | 182 | 0.7244 | 0.5847 | 0.7244 | 0.8511 |
143
+ | No log | 4.9730 | 184 | 0.8463 | 0.4787 | 0.8463 | 0.9199 |
144
+ | No log | 5.0270 | 186 | 0.9294 | 0.4449 | 0.9294 | 0.9641 |
145
+ | No log | 5.0811 | 188 | 0.8849 | 0.4560 | 0.8849 | 0.9407 |
146
+ | No log | 5.1351 | 190 | 0.8022 | 0.4711 | 0.8022 | 0.8957 |
147
+ | No log | 5.1892 | 192 | 0.7287 | 0.4968 | 0.7287 | 0.8536 |
148
+ | No log | 5.2432 | 194 | 0.6920 | 0.5304 | 0.6920 | 0.8319 |
149
+ | No log | 5.2973 | 196 | 0.7127 | 0.5626 | 0.7127 | 0.8442 |
150
+ | No log | 5.3514 | 198 | 0.7400 | 0.5708 | 0.7400 | 0.8602 |
151
+ | No log | 5.4054 | 200 | 0.7287 | 0.5740 | 0.7287 | 0.8537 |
152
+ | No log | 5.4595 | 202 | 0.6967 | 0.5393 | 0.6967 | 0.8347 |
153
+ | No log | 5.5135 | 204 | 0.6843 | 0.5179 | 0.6843 | 0.8272 |
154
+ | No log | 5.5676 | 206 | 0.6650 | 0.5855 | 0.6650 | 0.8155 |
155
+ | No log | 5.6216 | 208 | 0.7734 | 0.6010 | 0.7734 | 0.8794 |
156
+ | No log | 5.6757 | 210 | 0.7976 | 0.5810 | 0.7976 | 0.8931 |
157
+ | No log | 5.7297 | 212 | 0.8084 | 0.5618 | 0.8084 | 0.8991 |
158
+ | No log | 5.7838 | 214 | 0.6791 | 0.6169 | 0.6791 | 0.8240 |
159
+ | No log | 5.8378 | 216 | 0.6401 | 0.6259 | 0.6401 | 0.8001 |
160
+ | No log | 5.8919 | 218 | 0.6237 | 0.6073 | 0.6237 | 0.7898 |
161
+ | No log | 5.9459 | 220 | 0.6305 | 0.5582 | 0.6305 | 0.7941 |
162
+ | No log | 6.0 | 222 | 0.6428 | 0.6068 | 0.6428 | 0.8018 |
163
+ | No log | 6.0541 | 224 | 0.6678 | 0.6085 | 0.6678 | 0.8172 |
164
+ | No log | 6.1081 | 226 | 0.6966 | 0.5667 | 0.6966 | 0.8346 |
165
+ | No log | 6.1622 | 228 | 0.7411 | 0.5753 | 0.7411 | 0.8609 |
166
+ | No log | 6.2162 | 230 | 0.7158 | 0.6148 | 0.7158 | 0.8460 |
167
+ | No log | 6.2703 | 232 | 0.7411 | 0.6388 | 0.7411 | 0.8609 |
168
+ | No log | 6.3243 | 234 | 0.9254 | 0.4484 | 0.9254 | 0.9620 |
169
+ | No log | 6.3784 | 236 | 0.9760 | 0.4559 | 0.9760 | 0.9880 |
170
+ | No log | 6.4324 | 238 | 0.8305 | 0.4465 | 0.8305 | 0.9113 |
171
+ | No log | 6.4865 | 240 | 0.7043 | 0.5033 | 0.7043 | 0.8392 |
172
+ | No log | 6.5405 | 242 | 0.6969 | 0.4588 | 0.6969 | 0.8348 |
173
+ | No log | 6.5946 | 244 | 0.6899 | 0.5316 | 0.6899 | 0.8306 |
174
+ | No log | 6.6486 | 246 | 0.6744 | 0.5784 | 0.6744 | 0.8212 |
175
+ | No log | 6.7027 | 248 | 0.6430 | 0.5549 | 0.6430 | 0.8019 |
176
+ | No log | 6.7568 | 250 | 0.6437 | 0.5672 | 0.6437 | 0.8023 |
177
+ | No log | 6.8108 | 252 | 0.6961 | 0.5144 | 0.6961 | 0.8343 |
178
+ | No log | 6.8649 | 254 | 0.7607 | 0.4820 | 0.7607 | 0.8722 |
179
+ | No log | 6.9189 | 256 | 0.6880 | 0.5257 | 0.6880 | 0.8294 |
180
+ | No log | 6.9730 | 258 | 0.6156 | 0.5438 | 0.6156 | 0.7846 |
181
+ | No log | 7.0270 | 260 | 0.6573 | 0.5509 | 0.6573 | 0.8108 |
182
+ | No log | 7.0811 | 262 | 0.7016 | 0.5195 | 0.7016 | 0.8376 |
183
+ | No log | 7.1351 | 264 | 0.6752 | 0.5666 | 0.6752 | 0.8217 |
184
+ | No log | 7.1892 | 266 | 0.6471 | 0.6177 | 0.6471 | 0.8044 |
185
+ | No log | 7.2432 | 268 | 0.6275 | 0.6167 | 0.6275 | 0.7921 |
186
+ | No log | 7.2973 | 270 | 0.6451 | 0.5986 | 0.6451 | 0.8032 |
187
+ | No log | 7.3514 | 272 | 0.7567 | 0.5686 | 0.7567 | 0.8699 |
188
+ | No log | 7.4054 | 274 | 0.8171 | 0.5543 | 0.8171 | 0.9039 |
189
+ | No log | 7.4595 | 276 | 0.7061 | 0.5397 | 0.7061 | 0.8403 |
190
+ | No log | 7.5135 | 278 | 0.6059 | 0.6364 | 0.6059 | 0.7784 |
191
+ | No log | 7.5676 | 280 | 0.6113 | 0.6334 | 0.6113 | 0.7818 |
192
+ | No log | 7.6216 | 282 | 0.6351 | 0.5435 | 0.6351 | 0.7970 |
193
+ | No log | 7.6757 | 284 | 0.6386 | 0.5748 | 0.6386 | 0.7991 |
194
+ | No log | 7.7297 | 286 | 0.6445 | 0.6125 | 0.6445 | 0.8028 |
195
+ | No log | 7.7838 | 288 | 0.6732 | 0.5435 | 0.6732 | 0.8205 |
196
+ | No log | 7.8378 | 290 | 0.6881 | 0.5427 | 0.6881 | 0.8295 |
197
+ | No log | 7.8919 | 292 | 0.7008 | 0.5909 | 0.7008 | 0.8371 |
198
+ | No log | 7.9459 | 294 | 0.7474 | 0.6188 | 0.7474 | 0.8645 |
199
+ | No log | 8.0 | 296 | 0.8254 | 0.5934 | 0.8254 | 0.9085 |
200
+ | No log | 8.0541 | 298 | 0.8436 | 0.5560 | 0.8436 | 0.9185 |
201
+ | No log | 8.1081 | 300 | 0.7993 | 0.5872 | 0.7993 | 0.8940 |
202
+ | No log | 8.1622 | 302 | 0.7316 | 0.5773 | 0.7316 | 0.8553 |
203
+ | No log | 8.2162 | 304 | 0.7283 | 0.5716 | 0.7283 | 0.8534 |
204
+ | No log | 8.2703 | 306 | 0.7167 | 0.5599 | 0.7167 | 0.8466 |
205
+ | No log | 8.3243 | 308 | 0.7387 | 0.5640 | 0.7387 | 0.8595 |
206
+ | No log | 8.3784 | 310 | 0.8318 | 0.6266 | 0.8318 | 0.9120 |
207
+ | No log | 8.4324 | 312 | 0.8343 | 0.6434 | 0.8343 | 0.9134 |
208
+ | No log | 8.4865 | 314 | 0.7568 | 0.6188 | 0.7568 | 0.8699 |
209
+ | No log | 8.5405 | 316 | 0.7137 | 0.5654 | 0.7137 | 0.8448 |
210
+ | No log | 8.5946 | 318 | 0.7504 | 0.5412 | 0.7504 | 0.8662 |
211
+ | No log | 8.6486 | 320 | 0.7584 | 0.5520 | 0.7584 | 0.8709 |
212
+ | No log | 8.7027 | 322 | 0.6983 | 0.5323 | 0.6983 | 0.8356 |
213
+ | No log | 8.7568 | 324 | 0.6866 | 0.5451 | 0.6866 | 0.8286 |
214
+ | No log | 8.8108 | 326 | 0.7673 | 0.5395 | 0.7673 | 0.8760 |
215
+ | No log | 8.8649 | 328 | 0.8588 | 0.5020 | 0.8588 | 0.9267 |
216
+ | No log | 8.9189 | 330 | 0.8463 | 0.4334 | 0.8463 | 0.9199 |
217
+ | No log | 8.9730 | 332 | 0.7837 | 0.4089 | 0.7837 | 0.8853 |
218
+ | No log | 9.0270 | 334 | 0.7300 | 0.5490 | 0.7300 | 0.8544 |
219
+ | No log | 9.0811 | 336 | 0.6947 | 0.4947 | 0.6947 | 0.8335 |
220
+ | No log | 9.1351 | 338 | 0.6762 | 0.5409 | 0.6762 | 0.8223 |
221
+ | No log | 9.1892 | 340 | 0.6690 | 0.5835 | 0.6690 | 0.8179 |
222
+ | No log | 9.2432 | 342 | 0.7201 | 0.5927 | 0.7201 | 0.8486 |
223
+ | No log | 9.2973 | 344 | 0.7634 | 0.5844 | 0.7634 | 0.8737 |
224
+ | No log | 9.3514 | 346 | 0.7648 | 0.5714 | 0.7648 | 0.8746 |
225
+ | No log | 9.4054 | 348 | 0.7222 | 0.6061 | 0.7222 | 0.8498 |
226
+ | No log | 9.4595 | 350 | 0.7090 | 0.4968 | 0.7090 | 0.8420 |
227
+ | No log | 9.5135 | 352 | 0.7061 | 0.5346 | 0.7061 | 0.8403 |
228
+ | No log | 9.5676 | 354 | 0.7299 | 0.5117 | 0.7299 | 0.8543 |
229
+ | No log | 9.6216 | 356 | 0.7682 | 0.4832 | 0.7682 | 0.8765 |
230
+ | No log | 9.6757 | 358 | 0.7939 | 0.5231 | 0.7939 | 0.8910 |
231
+ | No log | 9.7297 | 360 | 0.7454 | 0.5482 | 0.7454 | 0.8633 |
232
+ | No log | 9.7838 | 362 | 0.6517 | 0.5669 | 0.6517 | 0.8073 |
233
+ | No log | 9.8378 | 364 | 0.6476 | 0.5971 | 0.6476 | 0.8048 |
234
+ | No log | 9.8919 | 366 | 0.6411 | 0.6195 | 0.6411 | 0.8007 |
235
+ | No log | 9.9459 | 368 | 0.6453 | 0.6066 | 0.6453 | 0.8033 |
236
+ | No log | 10.0 | 370 | 0.6991 | 0.5787 | 0.6991 | 0.8361 |
237
+ | No log | 10.0541 | 372 | 0.7358 | 0.5875 | 0.7358 | 0.8578 |
238
+ | No log | 10.1081 | 374 | 0.7148 | 0.5786 | 0.7148 | 0.8455 |
239
+ | No log | 10.1622 | 376 | 0.6796 | 0.5690 | 0.6796 | 0.8244 |
240
+ | No log | 10.2162 | 378 | 0.6748 | 0.5455 | 0.6748 | 0.8215 |
241
+ | No log | 10.2703 | 380 | 0.6674 | 0.5455 | 0.6674 | 0.8170 |
242
+ | No log | 10.3243 | 382 | 0.6694 | 0.5731 | 0.6694 | 0.8182 |
243
+ | No log | 10.3784 | 384 | 0.6708 | 0.6092 | 0.6708 | 0.8190 |
244
+ | No log | 10.4324 | 386 | 0.6535 | 0.6272 | 0.6535 | 0.8084 |
245
+ | No log | 10.4865 | 388 | 0.6520 | 0.6272 | 0.6520 | 0.8075 |
246
+ | No log | 10.5405 | 390 | 0.6553 | 0.6468 | 0.6553 | 0.8095 |
247
+ | No log | 10.5946 | 392 | 0.6879 | 0.6864 | 0.6879 | 0.8294 |
248
+ | No log | 10.6486 | 394 | 0.7678 | 0.6160 | 0.7678 | 0.8762 |
249
+ | No log | 10.7027 | 396 | 0.7948 | 0.5856 | 0.7948 | 0.8915 |
250
+ | No log | 10.7568 | 398 | 0.7412 | 0.6107 | 0.7412 | 0.8609 |
251
+ | No log | 10.8108 | 400 | 0.6767 | 0.5429 | 0.6767 | 0.8226 |
252
+ | No log | 10.8649 | 402 | 0.6661 | 0.5546 | 0.6661 | 0.8162 |
253
+ | No log | 10.9189 | 404 | 0.6611 | 0.5318 | 0.6611 | 0.8131 |
254
+ | No log | 10.9730 | 406 | 0.6683 | 0.5504 | 0.6683 | 0.8175 |
255
+ | No log | 11.0270 | 408 | 0.6617 | 0.5707 | 0.6617 | 0.8134 |
256
+ | No log | 11.0811 | 410 | 0.6364 | 0.5833 | 0.6364 | 0.7978 |
257
+ | No log | 11.1351 | 412 | 0.6136 | 0.5751 | 0.6136 | 0.7833 |
258
+ | No log | 11.1892 | 414 | 0.6393 | 0.5912 | 0.6393 | 0.7995 |
259
+ | No log | 11.2432 | 416 | 0.6774 | 0.6410 | 0.6774 | 0.8231 |
260
+ | No log | 11.2973 | 418 | 0.7011 | 0.5891 | 0.7011 | 0.8373 |
261
+ | No log | 11.3514 | 420 | 0.6666 | 0.5872 | 0.6666 | 0.8165 |
262
+ | No log | 11.4054 | 422 | 0.6453 | 0.5676 | 0.6453 | 0.8033 |
263
+ | No log | 11.4595 | 424 | 0.6317 | 0.5869 | 0.6317 | 0.7948 |
264
+ | No log | 11.5135 | 426 | 0.6073 | 0.6094 | 0.6073 | 0.7793 |
265
+ | No log | 11.5676 | 428 | 0.6472 | 0.6395 | 0.6472 | 0.8045 |
266
+ | No log | 11.6216 | 430 | 0.7431 | 0.5618 | 0.7431 | 0.8620 |
267
+ | No log | 11.6757 | 432 | 0.7787 | 0.5306 | 0.7787 | 0.8824 |
268
+ | No log | 11.7297 | 434 | 0.7510 | 0.5735 | 0.7510 | 0.8666 |
269
+ | No log | 11.7838 | 436 | 0.6501 | 0.5720 | 0.6501 | 0.8063 |
270
+ | No log | 11.8378 | 438 | 0.6346 | 0.5618 | 0.6346 | 0.7966 |
271
+ | No log | 11.8919 | 440 | 0.6345 | 0.5618 | 0.6345 | 0.7966 |
272
+ | No log | 11.9459 | 442 | 0.6433 | 0.6038 | 0.6433 | 0.8020 |
273
+ | No log | 12.0 | 444 | 0.6563 | 0.5797 | 0.6563 | 0.8101 |
274
+ | No log | 12.0541 | 446 | 0.7157 | 0.5998 | 0.7157 | 0.8460 |
275
+ | No log | 12.1081 | 448 | 0.7262 | 0.5666 | 0.7262 | 0.8522 |
276
+ | No log | 12.1622 | 450 | 0.6916 | 0.5810 | 0.6916 | 0.8316 |
277
+ | No log | 12.2162 | 452 | 0.6739 | 0.5894 | 0.6739 | 0.8209 |
278
+ | No log | 12.2703 | 454 | 0.7202 | 0.5279 | 0.7202 | 0.8487 |
279
+ | No log | 12.3243 | 456 | 0.7533 | 0.4558 | 0.7533 | 0.8679 |
280
+ | No log | 12.3784 | 458 | 0.7332 | 0.5074 | 0.7332 | 0.8563 |
281
+ | No log | 12.4324 | 460 | 0.7111 | 0.5463 | 0.7111 | 0.8433 |
282
+ | No log | 12.4865 | 462 | 0.6690 | 0.5835 | 0.6690 | 0.8179 |
283
+ | No log | 12.5405 | 464 | 0.6561 | 0.5835 | 0.6561 | 0.8100 |
284
+ | No log | 12.5946 | 466 | 0.7026 | 0.5383 | 0.7026 | 0.8382 |
285
+ | No log | 12.6486 | 468 | 0.8269 | 0.5198 | 0.8269 | 0.9094 |
286
+ | No log | 12.7027 | 470 | 0.8197 | 0.5198 | 0.8197 | 0.9054 |
287
+ | No log | 12.7568 | 472 | 0.7145 | 0.5560 | 0.7145 | 0.8453 |
288
+ | No log | 12.8108 | 474 | 0.6715 | 0.6547 | 0.6715 | 0.8195 |
289
+ | No log | 12.8649 | 476 | 0.6693 | 0.6122 | 0.6693 | 0.8181 |
290
+ | No log | 12.9189 | 478 | 0.7214 | 0.4940 | 0.7214 | 0.8493 |
291
+ | No log | 12.9730 | 480 | 0.8466 | 0.4430 | 0.8466 | 0.9201 |
292
+ | No log | 13.0270 | 482 | 0.9041 | 0.4332 | 0.9041 | 0.9508 |
293
+ | No log | 13.0811 | 484 | 0.8379 | 0.5320 | 0.8379 | 0.9154 |
294
+ | No log | 13.1351 | 486 | 0.7145 | 0.5718 | 0.7145 | 0.8453 |
295
+ | No log | 13.1892 | 488 | 0.6559 | 0.5858 | 0.6559 | 0.8099 |
296
+ | No log | 13.2432 | 490 | 0.6009 | 0.6217 | 0.6009 | 0.7752 |
297
+ | No log | 13.2973 | 492 | 0.5921 | 0.6217 | 0.5921 | 0.7695 |
298
+ | No log | 13.3514 | 494 | 0.6092 | 0.6102 | 0.6092 | 0.7805 |
299
+ | No log | 13.4054 | 496 | 0.6456 | 0.6319 | 0.6456 | 0.8035 |
300
+ | No log | 13.4595 | 498 | 0.7031 | 0.6238 | 0.7031 | 0.8385 |
301
+ | 0.3674 | 13.5135 | 500 | 0.6797 | 0.6238 | 0.6797 | 0.8244 |
302
+ | 0.3674 | 13.5676 | 502 | 0.6209 | 0.6678 | 0.6209 | 0.7880 |
303
+ | 0.3674 | 13.6216 | 504 | 0.5905 | 0.6154 | 0.5905 | 0.7685 |
304
+ | 0.3674 | 13.6757 | 506 | 0.5885 | 0.6272 | 0.5885 | 0.7671 |
305
+ | 0.3674 | 13.7297 | 508 | 0.6060 | 0.6102 | 0.6060 | 0.7784 |
306
+ | 0.3674 | 13.7838 | 510 | 0.7054 | 0.6548 | 0.7054 | 0.8399 |
307
+ | 0.3674 | 13.8378 | 512 | 0.7846 | 0.5417 | 0.7846 | 0.8858 |
308
+ | 0.3674 | 13.8919 | 514 | 0.7519 | 0.5734 | 0.7519 | 0.8671 |
309
+ | 0.3674 | 13.9459 | 516 | 0.6843 | 0.5938 | 0.6843 | 0.8272 |
310
+ | 0.3674 | 14.0 | 518 | 0.6386 | 0.6092 | 0.6386 | 0.7991 |
311
+ | 0.3674 | 14.0541 | 520 | 0.6083 | 0.6054 | 0.6083 | 0.7799 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
  ### Framework versions