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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task3_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_task3_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_task3_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: 0.8082
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- - Qwk: -0.1398
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- - Mse: 0.8082
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- - Rmse: 0.8990
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  ## Model description
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@@ -49,265 +49,269 @@ 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 | 0.0204 | 2 | 3.8284 | 0.0023 | 3.8284 | 1.9566 |
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- | No log | 0.0408 | 4 | 1.9331 | 0.0119 | 1.9331 | 1.3903 |
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- | No log | 0.0612 | 6 | 1.1702 | -0.0445 | 1.1702 | 1.0818 |
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- | No log | 0.0816 | 8 | 1.0615 | 0.0378 | 1.0615 | 1.0303 |
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- | No log | 0.1020 | 10 | 1.0769 | 0.0723 | 1.0769 | 1.0377 |
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- | No log | 0.1224 | 12 | 0.7414 | -0.0101 | 0.7414 | 0.8611 |
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- | No log | 0.1429 | 14 | 0.7449 | 0.0506 | 0.7449 | 0.8631 |
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- | No log | 0.1633 | 16 | 0.9511 | 0.0627 | 0.9511 | 0.9753 |
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- | No log | 0.1837 | 18 | 1.9542 | -0.0405 | 1.9542 | 1.3979 |
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- | No log | 0.2041 | 20 | 1.2383 | 0.1118 | 1.2383 | 1.1128 |
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- | No log | 0.2245 | 22 | 0.6690 | -0.0626 | 0.6690 | 0.8179 |
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- | No log | 0.2449 | 24 | 0.6931 | 0.0555 | 0.6931 | 0.8325 |
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- | No log | 0.2653 | 26 | 0.7362 | 0.0 | 0.7362 | 0.8580 |
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- | No log | 0.2857 | 28 | 0.7323 | 0.0 | 0.7323 | 0.8557 |
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- | No log | 0.3061 | 30 | 0.7224 | 0.0555 | 0.7224 | 0.8499 |
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- | No log | 0.3265 | 32 | 0.7453 | -0.0069 | 0.7453 | 0.8633 |
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- | No log | 0.3469 | 34 | 0.9563 | 0.0067 | 0.9563 | 0.9779 |
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- | No log | 0.3673 | 36 | 1.2800 | 0.0016 | 1.2800 | 1.1314 |
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- | No log | 0.3878 | 38 | 1.3556 | 0.0 | 1.3556 | 1.1643 |
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- | No log | 0.4082 | 40 | 1.2018 | 0.0 | 1.2018 | 1.0963 |
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- | No log | 0.4286 | 42 | 0.9620 | 0.0543 | 0.9620 | 0.9808 |
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- | No log | 0.4490 | 44 | 0.8233 | -0.0056 | 0.8233 | 0.9074 |
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- | No log | 0.4694 | 46 | 0.7787 | 0.0099 | 0.7787 | 0.8824 |
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- | No log | 0.4898 | 48 | 0.8885 | 0.1191 | 0.8885 | 0.9426 |
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- | No log | 0.5102 | 50 | 0.8231 | -0.0812 | 0.8231 | 0.9072 |
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- | No log | 0.5306 | 52 | 0.7392 | -0.0679 | 0.7392 | 0.8598 |
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- | No log | 0.5510 | 54 | 0.7632 | 0.0555 | 0.7632 | 0.8736 |
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- | No log | 0.5714 | 56 | 0.7723 | 0.0555 | 0.7723 | 0.8788 |
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- | No log | 0.5918 | 58 | 0.8086 | -0.0739 | 0.8086 | 0.8992 |
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- | No log | 0.6122 | 60 | 0.8993 | -0.0425 | 0.8993 | 0.9483 |
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- | No log | 0.6327 | 62 | 0.7805 | 0.0260 | 0.7805 | 0.8835 |
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- | No log | 0.6531 | 64 | 0.7391 | -0.0131 | 0.7391 | 0.8597 |
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- | No log | 0.6735 | 66 | 0.8373 | -0.0214 | 0.8373 | 0.9150 |
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- | No log | 0.6939 | 68 | 0.9268 | 0.0052 | 0.9268 | 0.9627 |
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- | No log | 0.7143 | 70 | 0.8790 | -0.0477 | 0.8790 | 0.9375 |
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- | No log | 0.7347 | 72 | 0.7876 | 0.1660 | 0.7876 | 0.8875 |
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- | No log | 0.7551 | 74 | 0.8913 | 0.1147 | 0.8913 | 0.9441 |
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- | No log | 0.7755 | 76 | 0.8651 | 0.1633 | 0.8651 | 0.9301 |
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- | No log | 0.7959 | 78 | 0.8247 | 0.0172 | 0.8247 | 0.9081 |
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- | No log | 0.8163 | 80 | 0.9847 | -0.0228 | 0.9847 | 0.9923 |
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- | No log | 0.8367 | 82 | 1.0141 | -0.0533 | 1.0141 | 1.0070 |
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- | No log | 0.8571 | 84 | 0.8752 | 0.1591 | 0.8752 | 0.9355 |
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- | No log | 0.8776 | 86 | 0.8733 | 0.0119 | 0.8733 | 0.9345 |
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- | No log | 0.8980 | 88 | 0.8476 | -0.0268 | 0.8476 | 0.9206 |
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- | No log | 0.9184 | 90 | 0.8309 | 0.0056 | 0.8309 | 0.9115 |
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- | No log | 0.9388 | 92 | 0.9553 | -0.1152 | 0.9553 | 0.9774 |
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- | No log | 0.9592 | 94 | 0.8898 | 0.2031 | 0.8898 | 0.9433 |
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- | No log | 0.9796 | 96 | 0.8641 | -0.0287 | 0.8641 | 0.9296 |
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- | No log | 1.0 | 98 | 0.8091 | 0.0816 | 0.8091 | 0.8995 |
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- | No log | 1.0204 | 100 | 0.8516 | 0.1400 | 0.8516 | 0.9228 |
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- | No log | 1.0408 | 102 | 1.1248 | 0.0541 | 1.1248 | 1.0606 |
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- | No log | 1.0612 | 104 | 0.9803 | 0.0416 | 0.9803 | 0.9901 |
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- | No log | 1.0816 | 106 | 0.8334 | 0.1529 | 0.8334 | 0.9129 |
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- | No log | 1.1020 | 108 | 0.8413 | 0.0688 | 0.8413 | 0.9172 |
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- | No log | 1.1224 | 110 | 0.8573 | 0.0833 | 0.8573 | 0.9259 |
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- | No log | 1.1429 | 112 | 0.9098 | 0.1221 | 0.9098 | 0.9539 |
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- | No log | 1.1633 | 114 | 0.9435 | 0.0866 | 0.9435 | 0.9713 |
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- | No log | 1.1837 | 116 | 1.0304 | 0.0007 | 1.0304 | 1.0151 |
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- | No log | 1.2041 | 118 | 1.3937 | -0.0249 | 1.3937 | 1.1805 |
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- | No log | 1.2245 | 120 | 1.5959 | 0.0380 | 1.5959 | 1.2633 |
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- | No log | 1.2449 | 122 | 1.3763 | 0.0802 | 1.3763 | 1.1732 |
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- | No log | 1.2653 | 124 | 1.1502 | 0.1308 | 1.1502 | 1.0725 |
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- | No log | 1.2857 | 126 | 0.9375 | 0.1123 | 0.9375 | 0.9683 |
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- | No log | 1.3061 | 128 | 0.8915 | 0.1519 | 0.8915 | 0.9442 |
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- | No log | 1.3265 | 130 | 0.9443 | -0.0237 | 0.9443 | 0.9717 |
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- | No log | 1.3469 | 132 | 1.0621 | -0.0373 | 1.0621 | 1.0306 |
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- | No log | 1.3673 | 134 | 1.0022 | 0.0487 | 1.0022 | 1.0011 |
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- | No log | 1.3878 | 136 | 0.8774 | 0.1925 | 0.8774 | 0.9367 |
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- | No log | 1.4082 | 138 | 0.8235 | 0.1529 | 0.8235 | 0.9075 |
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- | No log | 1.4286 | 140 | 0.8571 | 0.1941 | 0.8571 | 0.9258 |
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- | No log | 1.4490 | 142 | 0.9744 | 0.0729 | 0.9744 | 0.9871 |
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- | No log | 1.4694 | 144 | 0.8663 | 0.2316 | 0.8663 | 0.9308 |
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- | No log | 1.4898 | 146 | 0.8334 | 0.2545 | 0.8334 | 0.9129 |
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- | No log | 1.5102 | 148 | 0.8223 | 0.1608 | 0.8223 | 0.9068 |
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- | No log | 1.5306 | 150 | 0.9312 | 0.0643 | 0.9312 | 0.9650 |
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- | No log | 1.5510 | 152 | 1.3826 | 0.0596 | 1.3826 | 1.1759 |
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- | No log | 1.5714 | 154 | 1.4690 | 0.0603 | 1.4690 | 1.2120 |
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- | No log | 1.5918 | 156 | 1.0035 | 0.0730 | 1.0035 | 1.0018 |
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- | No log | 1.6122 | 158 | 0.9029 | 0.0517 | 0.9029 | 0.9502 |
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- | No log | 1.6327 | 160 | 1.0766 | -0.0133 | 1.0766 | 1.0376 |
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- | No log | 1.6531 | 162 | 0.8961 | 0.0424 | 0.8961 | 0.9466 |
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- | No log | 1.6735 | 164 | 0.8162 | 0.0488 | 0.8162 | 0.9034 |
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- | No log | 1.6939 | 166 | 1.1911 | 0.0542 | 1.1911 | 1.0914 |
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- | No log | 1.7143 | 168 | 1.5028 | 0.1131 | 1.5028 | 1.2259 |
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- | No log | 1.7347 | 170 | 1.2878 | 0.0780 | 1.2878 | 1.1348 |
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- | No log | 1.7551 | 172 | 0.9469 | 0.1196 | 0.9469 | 0.9731 |
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- | No log | 1.7755 | 174 | 0.9132 | 0.1020 | 0.9132 | 0.9556 |
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- | No log | 1.7959 | 176 | 1.0073 | 0.1014 | 1.0073 | 1.0036 |
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- | No log | 1.8163 | 178 | 1.2283 | 0.0277 | 1.2283 | 1.1083 |
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- | No log | 1.8367 | 180 | 1.2539 | 0.0296 | 1.2539 | 1.1198 |
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- | No log | 1.8571 | 182 | 1.0306 | 0.1334 | 1.0306 | 1.0152 |
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- | No log | 1.8776 | 184 | 0.8685 | 0.1696 | 0.8685 | 0.9319 |
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- | No log | 1.8980 | 186 | 0.8069 | 0.1961 | 0.8069 | 0.8983 |
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- | No log | 1.9184 | 188 | 0.8220 | 0.2892 | 0.8220 | 0.9066 |
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- | No log | 1.9388 | 190 | 0.9342 | 0.1321 | 0.9342 | 0.9665 |
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- | No log | 1.9592 | 192 | 0.9385 | 0.1581 | 0.9385 | 0.9688 |
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- | No log | 1.9796 | 194 | 0.8027 | 0.1739 | 0.8027 | 0.8960 |
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- | No log | 2.0 | 196 | 0.8832 | 0.0435 | 0.8832 | 0.9398 |
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- | No log | 2.0204 | 198 | 0.9433 | 0.0762 | 0.9433 | 0.9712 |
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- | No log | 2.0408 | 200 | 0.7918 | 0.0586 | 0.7918 | 0.8898 |
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- | No log | 2.0612 | 202 | 0.8423 | 0.1039 | 0.8423 | 0.9178 |
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- | No log | 2.0816 | 204 | 1.0490 | 0.0522 | 1.0490 | 1.0242 |
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- | No log | 2.1020 | 206 | 1.0552 | 0.0497 | 1.0552 | 1.0272 |
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- | No log | 2.1224 | 208 | 0.8795 | 0.1672 | 0.8795 | 0.9378 |
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- | No log | 2.1429 | 210 | 0.7837 | 0.0488 | 0.7837 | 0.8853 |
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- | No log | 2.1633 | 212 | 0.8068 | 0.0165 | 0.8068 | 0.8982 |
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- | No log | 2.1837 | 214 | 0.9800 | 0.1111 | 0.9800 | 0.9899 |
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- | No log | 2.2041 | 216 | 1.0120 | 0.0482 | 1.0120 | 1.0060 |
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- | No log | 2.2245 | 218 | 0.8922 | 0.1228 | 0.8922 | 0.9446 |
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- | No log | 2.2449 | 220 | 0.8927 | 0.1208 | 0.8927 | 0.9449 |
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- | No log | 2.2653 | 222 | 0.8693 | 0.1907 | 0.8693 | 0.9324 |
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- | No log | 2.2857 | 224 | 1.0518 | 0.1017 | 1.0518 | 1.0256 |
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- | No log | 2.3061 | 226 | 1.1423 | 0.1294 | 1.1423 | 1.0688 |
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- | No log | 2.3265 | 228 | 1.0390 | 0.0707 | 1.0390 | 1.0193 |
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- | No log | 2.3469 | 230 | 0.8955 | 0.1304 | 0.8955 | 0.9463 |
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- | No log | 2.3673 | 232 | 0.9811 | 0.1014 | 0.9811 | 0.9905 |
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- | No log | 2.3878 | 234 | 1.0109 | 0.1017 | 1.0109 | 1.0054 |
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- | No log | 2.4082 | 236 | 0.9715 | 0.0516 | 0.9715 | 0.9857 |
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- | No log | 2.4286 | 238 | 0.8075 | 0.0592 | 0.8075 | 0.8986 |
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- | No log | 2.4490 | 240 | 0.7681 | 0.1835 | 0.7681 | 0.8764 |
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- | No log | 2.4694 | 242 | 0.7892 | 0.2118 | 0.7892 | 0.8883 |
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- | No log | 2.4898 | 244 | 0.8750 | 0.0311 | 0.8750 | 0.9354 |
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- | No log | 2.5102 | 246 | 0.9347 | 0.0391 | 0.9347 | 0.9668 |
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- | No log | 2.5306 | 248 | 0.8586 | 0.0311 | 0.8586 | 0.9266 |
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- | No log | 2.5510 | 250 | 0.7791 | 0.0987 | 0.7791 | 0.8827 |
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- | No log | 2.5714 | 252 | 0.7331 | 0.1856 | 0.7331 | 0.8562 |
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- | No log | 2.5918 | 254 | 0.7446 | 0.1928 | 0.7446 | 0.8629 |
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- | No log | 2.6122 | 256 | 0.8312 | 0.0350 | 0.8312 | 0.9117 |
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- | No log | 2.6327 | 258 | 0.8766 | 0.0643 | 0.8766 | 0.9362 |
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- | No log | 2.6531 | 260 | 0.9635 | 0.1146 | 0.9635 | 0.9816 |
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- | No log | 2.6735 | 262 | 1.0298 | 0.0767 | 1.0298 | 1.0148 |
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- | No log | 2.6939 | 264 | 0.9685 | 0.0789 | 0.9685 | 0.9841 |
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- | No log | 2.7143 | 266 | 0.9279 | 0.0154 | 0.9279 | 0.9633 |
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- | No log | 2.7347 | 268 | 0.8431 | 0.1079 | 0.8431 | 0.9182 |
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- | No log | 2.7551 | 270 | 0.7329 | 0.1081 | 0.7329 | 0.8561 |
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- | No log | 2.7755 | 272 | 0.7393 | 0.0814 | 0.7393 | 0.8598 |
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- | No log | 2.7959 | 274 | 0.7685 | 0.0814 | 0.7685 | 0.8766 |
189
- | No log | 2.8163 | 276 | 0.7879 | 0.0432 | 0.7879 | 0.8877 |
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- | No log | 2.8367 | 278 | 0.9287 | -0.0036 | 0.9287 | 0.9637 |
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- | No log | 2.8571 | 280 | 0.9941 | 0.0701 | 0.9941 | 0.9970 |
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- | No log | 2.8776 | 282 | 0.9918 | 0.0326 | 0.9918 | 0.9959 |
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- | No log | 2.8980 | 284 | 0.9321 | -0.0142 | 0.9321 | 0.9655 |
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- | No log | 2.9184 | 286 | 1.0294 | 0.0083 | 1.0294 | 1.0146 |
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- | No log | 2.9388 | 288 | 1.4105 | 0.0058 | 1.4105 | 1.1876 |
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- | No log | 2.9592 | 290 | 1.3782 | -0.0191 | 1.3782 | 1.1740 |
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- | No log | 2.9796 | 292 | 1.1383 | -0.0504 | 1.1383 | 1.0669 |
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- | No log | 3.0 | 294 | 0.8843 | -0.0226 | 0.8843 | 0.9404 |
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- | No log | 3.0204 | 296 | 0.8786 | -0.0226 | 0.8786 | 0.9373 |
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- | No log | 3.0408 | 298 | 0.9931 | 0.0028 | 0.9931 | 0.9965 |
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- | No log | 3.0612 | 300 | 1.2189 | -0.0077 | 1.2189 | 1.1040 |
202
- | No log | 3.0816 | 302 | 1.2128 | -0.0077 | 1.2128 | 1.1013 |
203
- | No log | 3.1020 | 304 | 1.0070 | 0.0065 | 1.0070 | 1.0035 |
204
- | No log | 3.1224 | 306 | 0.9335 | 0.0185 | 0.9335 | 0.9662 |
205
- | No log | 3.1429 | 308 | 1.0715 | -0.0181 | 1.0715 | 1.0351 |
206
- | No log | 3.1633 | 310 | 1.3956 | 0.0260 | 1.3956 | 1.1813 |
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- | No log | 3.1837 | 312 | 1.3196 | 0.0260 | 1.3196 | 1.1487 |
208
- | No log | 3.2041 | 314 | 0.9987 | -0.0595 | 0.9987 | 0.9994 |
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- | No log | 3.2245 | 316 | 0.8371 | -0.0280 | 0.8371 | 0.9149 |
210
- | No log | 3.2449 | 318 | 0.8001 | 0.0503 | 0.8001 | 0.8945 |
211
- | No log | 3.2653 | 320 | 0.8780 | -0.1051 | 0.8780 | 0.9370 |
212
- | No log | 3.2857 | 322 | 1.1622 | 0.0175 | 1.1622 | 1.0781 |
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- | No log | 3.3061 | 324 | 1.4210 | 0.0308 | 1.4210 | 1.1920 |
214
- | No log | 3.3265 | 326 | 1.3406 | 0.0328 | 1.3406 | 1.1578 |
215
- | No log | 3.3469 | 328 | 1.0510 | 0.0164 | 1.0510 | 1.0252 |
216
- | No log | 3.3673 | 330 | 0.8093 | -0.0786 | 0.8093 | 0.8996 |
217
- | No log | 3.3878 | 332 | 0.7727 | 0.1259 | 0.7727 | 0.8790 |
218
- | No log | 3.4082 | 334 | 0.9681 | -0.0518 | 0.9681 | 0.9839 |
219
- | No log | 3.4286 | 336 | 0.9802 | -0.0518 | 0.9802 | 0.9901 |
220
- | No log | 3.4490 | 338 | 0.8280 | 0.0549 | 0.8280 | 0.9099 |
221
- | No log | 3.4694 | 340 | 0.7879 | 0.0926 | 0.7879 | 0.8876 |
222
- | No log | 3.4898 | 342 | 0.9878 | -0.1152 | 0.9878 | 0.9939 |
223
- | No log | 3.5102 | 344 | 1.1507 | 0.0472 | 1.1507 | 1.0727 |
224
- | No log | 3.5306 | 346 | 1.1147 | 0.0659 | 1.1147 | 1.0558 |
225
- | No log | 3.5510 | 348 | 0.9627 | 0.0093 | 0.9627 | 0.9812 |
226
- | No log | 3.5714 | 350 | 0.9199 | 0.0392 | 0.9199 | 0.9591 |
227
- | No log | 3.5918 | 352 | 0.9114 | 0.0145 | 0.9114 | 0.9547 |
228
- | No log | 3.6122 | 354 | 1.0939 | 0.0149 | 1.0939 | 1.0459 |
229
- | No log | 3.6327 | 356 | 1.2140 | -0.0614 | 1.2140 | 1.1018 |
230
- | No log | 3.6531 | 358 | 1.1000 | 0.0138 | 1.1000 | 1.0488 |
231
- | No log | 3.6735 | 360 | 0.9167 | 0.0296 | 0.9167 | 0.9574 |
232
- | No log | 3.6939 | 362 | 0.8394 | 0.0119 | 0.8394 | 0.9162 |
233
- | No log | 3.7143 | 364 | 0.8324 | -0.0647 | 0.8324 | 0.9124 |
234
- | No log | 3.7347 | 366 | 0.9147 | 0.0680 | 0.9147 | 0.9564 |
235
- | No log | 3.7551 | 368 | 1.0408 | 0.0159 | 1.0408 | 1.0202 |
236
- | No log | 3.7755 | 370 | 1.0326 | 0.0175 | 1.0326 | 1.0162 |
237
- | No log | 3.7959 | 372 | 0.9615 | -0.0661 | 0.9615 | 0.9806 |
238
- | No log | 3.8163 | 374 | 0.8910 | -0.1045 | 0.8910 | 0.9439 |
239
- | No log | 3.8367 | 376 | 0.8673 | -0.0314 | 0.8673 | 0.9313 |
240
- | No log | 3.8571 | 378 | 0.8957 | -0.1412 | 0.8957 | 0.9464 |
241
- | No log | 3.8776 | 380 | 0.9112 | -0.2107 | 0.9112 | 0.9546 |
242
- | No log | 3.8980 | 382 | 0.9022 | -0.2107 | 0.9022 | 0.9498 |
243
- | No log | 3.9184 | 384 | 0.8165 | -0.1268 | 0.8165 | 0.9036 |
244
- | No log | 3.9388 | 386 | 0.7738 | -0.0578 | 0.7738 | 0.8796 |
245
- | No log | 3.9592 | 388 | 0.7682 | -0.0578 | 0.7682 | 0.8765 |
246
- | No log | 3.9796 | 390 | 0.7854 | -0.0449 | 0.7854 | 0.8862 |
247
- | No log | 4.0 | 392 | 0.8152 | -0.0406 | 0.8152 | 0.9029 |
248
- | No log | 4.0204 | 394 | 0.8485 | -0.0226 | 0.8485 | 0.9211 |
249
- | No log | 4.0408 | 396 | 0.8568 | -0.0620 | 0.8568 | 0.9257 |
250
- | No log | 4.0612 | 398 | 0.8925 | -0.1103 | 0.8925 | 0.9447 |
251
- | No log | 4.0816 | 400 | 0.8440 | -0.0572 | 0.8440 | 0.9187 |
252
- | No log | 4.1020 | 402 | 0.8532 | -0.0517 | 0.8532 | 0.9237 |
253
- | No log | 4.1224 | 404 | 0.9543 | -0.0638 | 0.9543 | 0.9769 |
254
- | No log | 4.1429 | 406 | 1.1699 | -0.0023 | 1.1699 | 1.0816 |
255
- | No log | 4.1633 | 408 | 1.1696 | 0.0247 | 1.1696 | 1.0815 |
256
- | No log | 4.1837 | 410 | 1.0133 | -0.0606 | 1.0133 | 1.0066 |
257
- | No log | 4.2041 | 412 | 0.9228 | -0.0103 | 0.9228 | 0.9606 |
258
- | No log | 4.2245 | 414 | 0.8584 | 0.0123 | 0.8584 | 0.9265 |
259
- | No log | 4.2449 | 416 | 0.9174 | -0.0059 | 0.9174 | 0.9578 |
260
- | No log | 4.2653 | 418 | 1.1017 | -0.0096 | 1.1017 | 1.0496 |
261
- | No log | 4.2857 | 420 | 1.1275 | 0.0247 | 1.1275 | 1.0618 |
262
- | No log | 4.3061 | 422 | 0.9379 | -0.1103 | 0.9379 | 0.9684 |
263
- | No log | 4.3265 | 424 | 0.7870 | 0.0518 | 0.7870 | 0.8871 |
264
- | No log | 4.3469 | 426 | 0.7912 | 0.0983 | 0.7912 | 0.8895 |
265
- | No log | 4.3673 | 428 | 0.8301 | -0.0248 | 0.8301 | 0.9111 |
266
- | No log | 4.3878 | 430 | 0.9783 | -0.0245 | 0.9783 | 0.9891 |
267
- | No log | 4.4082 | 432 | 0.9750 | -0.0545 | 0.9750 | 0.9874 |
268
- | No log | 4.4286 | 434 | 0.9842 | -0.0245 | 0.9842 | 0.9921 |
269
- | No log | 4.4490 | 436 | 1.0177 | -0.0181 | 1.0177 | 1.0088 |
270
- | No log | 4.4694 | 438 | 0.9446 | -0.0672 | 0.9446 | 0.9719 |
271
- | No log | 4.4898 | 440 | 0.8824 | -0.0949 | 0.8824 | 0.9393 |
272
- | No log | 4.5102 | 442 | 0.8962 | -0.1249 | 0.8962 | 0.9467 |
273
- | No log | 4.5306 | 444 | 0.9017 | -0.1249 | 0.9017 | 0.9496 |
274
- | No log | 4.5510 | 446 | 0.8941 | -0.0473 | 0.8941 | 0.9456 |
275
- | No log | 4.5714 | 448 | 0.8337 | 0.0449 | 0.8337 | 0.9131 |
276
- | No log | 4.5918 | 450 | 0.8596 | 0.0393 | 0.8596 | 0.9272 |
277
- | No log | 4.6122 | 452 | 0.9129 | 0.0189 | 0.9129 | 0.9555 |
278
- | No log | 4.6327 | 454 | 0.9853 | -0.0353 | 0.9853 | 0.9926 |
279
- | No log | 4.6531 | 456 | 0.9686 | -0.0672 | 0.9686 | 0.9842 |
280
- | No log | 4.6735 | 458 | 0.9914 | -0.0563 | 0.9914 | 0.9957 |
281
- | No log | 4.6939 | 460 | 0.8870 | -0.0458 | 0.8870 | 0.9418 |
282
- | No log | 4.7143 | 462 | 0.7987 | 0.1304 | 0.7987 | 0.8937 |
283
- | No log | 4.7347 | 464 | 0.8613 | 0.0438 | 0.8613 | 0.9280 |
284
- | No log | 4.7551 | 466 | 0.8439 | 0.0956 | 0.8439 | 0.9186 |
285
- | No log | 4.7755 | 468 | 0.7946 | 0.0869 | 0.7946 | 0.8914 |
286
- | No log | 4.7959 | 470 | 0.8750 | -0.0852 | 0.8750 | 0.9354 |
287
- | No log | 4.8163 | 472 | 0.9084 | -0.0811 | 0.9084 | 0.9531 |
288
- | No log | 4.8367 | 474 | 0.8329 | -0.1979 | 0.8329 | 0.9126 |
289
- | No log | 4.8571 | 476 | 0.7900 | 0.0828 | 0.7900 | 0.8888 |
290
- | No log | 4.8776 | 478 | 0.8133 | -0.0444 | 0.8133 | 0.9019 |
291
- | No log | 4.8980 | 480 | 0.9362 | -0.0036 | 0.9362 | 0.9676 |
292
- | No log | 4.9184 | 482 | 1.1817 | -0.0041 | 1.1817 | 1.0871 |
293
- | No log | 4.9388 | 484 | 1.2091 | -0.0041 | 1.2091 | 1.0996 |
294
- | No log | 4.9592 | 486 | 1.0103 | -0.0164 | 1.0103 | 1.0051 |
295
- | No log | 4.9796 | 488 | 0.7908 | -0.1331 | 0.7908 | 0.8893 |
296
- | No log | 5.0 | 490 | 0.7490 | 0.1740 | 0.7490 | 0.8654 |
297
- | No log | 5.0204 | 492 | 0.7737 | 0.1148 | 0.7737 | 0.8796 |
298
- | No log | 5.0408 | 494 | 0.7563 | 0.1259 | 0.7563 | 0.8697 |
299
- | No log | 5.0612 | 496 | 0.7590 | 0.0338 | 0.7590 | 0.8712 |
300
- | No log | 5.0816 | 498 | 0.7699 | 0.0414 | 0.7699 | 0.8774 |
301
- | 0.3636 | 5.1020 | 500 | 0.7814 | 0.0414 | 0.7814 | 0.8839 |
302
- | 0.3636 | 5.1224 | 502 | 0.8000 | -0.0030 | 0.8000 | 0.8944 |
303
- | 0.3636 | 5.1429 | 504 | 0.7694 | 0.0375 | 0.7694 | 0.8772 |
304
- | 0.3636 | 5.1633 | 506 | 0.7793 | 0.0723 | 0.7793 | 0.8828 |
305
- | 0.3636 | 5.1837 | 508 | 0.7816 | 0.0714 | 0.7816 | 0.8841 |
306
- | 0.3636 | 5.2041 | 510 | 0.7720 | 0.0414 | 0.7720 | 0.8787 |
307
- | 0.3636 | 5.2245 | 512 | 0.8359 | -0.1266 | 0.8359 | 0.9143 |
308
- | 0.3636 | 5.2449 | 514 | 0.8905 | -0.1099 | 0.8905 | 0.9436 |
309
- | 0.3636 | 5.2653 | 516 | 0.8801 | -0.1527 | 0.8801 | 0.9381 |
310
- | 0.3636 | 5.2857 | 518 | 0.8082 | -0.1398 | 0.8082 | 0.8990 |
 
 
 
 
311
 
312
 
313
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task3_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task3_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: 0.8157
19
+ - Qwk: 0.0412
20
+ - Mse: 0.8157
21
+ - Rmse: 0.9031
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0194 | 2 | 3.8611 | 0.0118 | 3.8611 | 1.9650 |
53
+ | No log | 0.0388 | 4 | 1.8869 | -0.0496 | 1.8869 | 1.3736 |
54
+ | No log | 0.0583 | 6 | 1.5495 | 0.0219 | 1.5495 | 1.2448 |
55
+ | No log | 0.0777 | 8 | 1.4736 | 0.0768 | 1.4736 | 1.2139 |
56
+ | No log | 0.0971 | 10 | 0.7986 | 0.1148 | 0.7986 | 0.8936 |
57
+ | No log | 0.1165 | 12 | 0.7153 | -0.0069 | 0.7153 | 0.8457 |
58
+ | No log | 0.1359 | 14 | 0.7074 | 0.0460 | 0.7074 | 0.8411 |
59
+ | No log | 0.1553 | 16 | 0.7520 | 0.0857 | 0.7520 | 0.8672 |
60
+ | No log | 0.1748 | 18 | 0.7303 | 0.1444 | 0.7303 | 0.8546 |
61
+ | No log | 0.1942 | 20 | 0.7224 | -0.0069 | 0.7224 | 0.8500 |
62
+ | No log | 0.2136 | 22 | 0.7413 | 0.0807 | 0.7413 | 0.8610 |
63
+ | No log | 0.2330 | 24 | 0.7660 | 0.1023 | 0.7660 | 0.8752 |
64
+ | No log | 0.2524 | 26 | 0.8132 | 0.0585 | 0.8132 | 0.9018 |
65
+ | No log | 0.2718 | 28 | 0.8033 | -0.0465 | 0.8033 | 0.8963 |
66
+ | No log | 0.2913 | 30 | 1.2045 | 0.1699 | 1.2045 | 1.0975 |
67
+ | No log | 0.3107 | 32 | 1.5277 | 0.1067 | 1.5277 | 1.2360 |
68
+ | No log | 0.3301 | 34 | 1.0202 | 0.0175 | 1.0202 | 1.0101 |
69
+ | No log | 0.3495 | 36 | 0.7953 | -0.0449 | 0.7953 | 0.8918 |
70
+ | No log | 0.3689 | 38 | 0.8275 | 0.0030 | 0.8275 | 0.9097 |
71
+ | No log | 0.3883 | 40 | 0.7775 | 0.1081 | 0.7775 | 0.8817 |
72
+ | No log | 0.4078 | 42 | 0.7606 | 0.1148 | 0.7606 | 0.8721 |
73
+ | No log | 0.4272 | 44 | 0.7334 | 0.1758 | 0.7334 | 0.8564 |
74
+ | No log | 0.4466 | 46 | 0.7226 | 0.0857 | 0.7226 | 0.8501 |
75
+ | No log | 0.4660 | 48 | 0.7226 | 0.1691 | 0.7226 | 0.8500 |
76
+ | No log | 0.4854 | 50 | 0.7139 | 0.2034 | 0.7139 | 0.8449 |
77
+ | No log | 0.5049 | 52 | 0.7053 | 0.0869 | 0.7053 | 0.8398 |
78
+ | No log | 0.5243 | 54 | 0.7428 | 0.0905 | 0.7428 | 0.8618 |
79
+ | No log | 0.5437 | 56 | 0.7509 | 0.1304 | 0.7509 | 0.8665 |
80
+ | No log | 0.5631 | 58 | 0.7504 | 0.2121 | 0.7504 | 0.8662 |
81
+ | No log | 0.5825 | 60 | 0.7572 | 0.1050 | 0.7572 | 0.8702 |
82
+ | No log | 0.6019 | 62 | 0.8074 | 0.0580 | 0.8074 | 0.8986 |
83
+ | No log | 0.6214 | 64 | 0.8541 | 0.0618 | 0.8541 | 0.9242 |
84
+ | No log | 0.6408 | 66 | 0.8245 | 0.2294 | 0.8245 | 0.9080 |
85
+ | No log | 0.6602 | 68 | 0.8159 | 0.1866 | 0.8159 | 0.9032 |
86
+ | No log | 0.6796 | 70 | 0.8188 | 0.1973 | 0.8188 | 0.9049 |
87
+ | No log | 0.6990 | 72 | 1.0474 | -0.0023 | 1.0474 | 1.0234 |
88
+ | No log | 0.7184 | 74 | 0.9802 | -0.0386 | 0.9802 | 0.9900 |
89
+ | No log | 0.7379 | 76 | 0.7684 | 0.2087 | 0.7684 | 0.8766 |
90
+ | No log | 0.7573 | 78 | 0.7853 | 0.0068 | 0.7853 | 0.8861 |
91
+ | No log | 0.7767 | 80 | 0.7976 | 0.0517 | 0.7976 | 0.8931 |
92
+ | No log | 0.7961 | 82 | 0.8425 | 0.1846 | 0.8425 | 0.9179 |
93
+ | No log | 0.8155 | 84 | 0.9813 | 0.1520 | 0.9813 | 0.9906 |
94
+ | No log | 0.8350 | 86 | 1.0419 | 0.1870 | 1.0419 | 1.0208 |
95
+ | No log | 0.8544 | 88 | 1.0074 | 0.1908 | 1.0074 | 1.0037 |
96
+ | No log | 0.8738 | 90 | 0.9423 | 0.1894 | 0.9423 | 0.9707 |
97
+ | No log | 0.8932 | 92 | 0.9973 | 0.1014 | 0.9973 | 0.9986 |
98
+ | No log | 0.9126 | 94 | 0.9605 | 0.0741 | 0.9605 | 0.9801 |
99
+ | No log | 0.9320 | 96 | 0.7117 | 0.1443 | 0.7117 | 0.8436 |
100
+ | No log | 0.9515 | 98 | 0.8883 | 0.0946 | 0.8883 | 0.9425 |
101
+ | No log | 0.9709 | 100 | 0.9733 | 0.0612 | 0.9733 | 0.9866 |
102
+ | No log | 0.9903 | 102 | 0.7510 | 0.1249 | 0.7510 | 0.8666 |
103
+ | No log | 1.0097 | 104 | 0.8265 | 0.1793 | 0.8265 | 0.9091 |
104
+ | No log | 1.0291 | 106 | 0.8565 | 0.1661 | 0.8565 | 0.9255 |
105
+ | No log | 1.0485 | 108 | 0.9421 | 0.1024 | 0.9421 | 0.9706 |
106
+ | No log | 1.0680 | 110 | 1.1580 | 0.1297 | 1.1580 | 1.0761 |
107
+ | No log | 1.0874 | 112 | 1.0261 | 0.0997 | 1.0261 | 1.0130 |
108
+ | No log | 1.1068 | 114 | 1.0023 | 0.2090 | 1.0023 | 1.0011 |
109
+ | No log | 1.1262 | 116 | 1.0244 | 0.1086 | 1.0244 | 1.0121 |
110
+ | No log | 1.1456 | 118 | 0.9669 | 0.1284 | 0.9669 | 0.9833 |
111
+ | No log | 1.1650 | 120 | 0.7880 | 0.3072 | 0.7880 | 0.8877 |
112
+ | No log | 1.1845 | 122 | 0.9456 | 0.0519 | 0.9456 | 0.9724 |
113
+ | No log | 1.2039 | 124 | 0.7993 | 0.1001 | 0.7993 | 0.8940 |
114
+ | No log | 1.2233 | 126 | 0.7947 | 0.1793 | 0.7947 | 0.8915 |
115
+ | No log | 1.2427 | 128 | 0.8245 | 0.0957 | 0.8245 | 0.9080 |
116
+ | No log | 1.2621 | 130 | 0.9390 | 0.0666 | 0.9390 | 0.9690 |
117
+ | No log | 1.2816 | 132 | 0.9532 | 0.0974 | 0.9532 | 0.9763 |
118
+ | No log | 1.3010 | 134 | 0.9308 | 0.1789 | 0.9308 | 0.9648 |
119
+ | No log | 1.3204 | 136 | 0.9993 | 0.1120 | 0.9993 | 0.9997 |
120
+ | No log | 1.3398 | 138 | 1.0727 | 0.0808 | 1.0727 | 1.0357 |
121
+ | No log | 1.3592 | 140 | 1.4655 | 0.1049 | 1.4655 | 1.2106 |
122
+ | No log | 1.3786 | 142 | 1.5250 | 0.1331 | 1.5250 | 1.2349 |
123
+ | No log | 1.3981 | 144 | 1.2234 | 0.0521 | 1.2234 | 1.1061 |
124
+ | No log | 1.4175 | 146 | 0.8638 | 0.1009 | 0.8638 | 0.9294 |
125
+ | No log | 1.4369 | 148 | 0.8354 | 0.1277 | 0.8354 | 0.9140 |
126
+ | No log | 1.4563 | 150 | 0.7988 | 0.0432 | 0.7988 | 0.8937 |
127
+ | No log | 1.4757 | 152 | 0.8226 | 0.0179 | 0.8226 | 0.9070 |
128
+ | No log | 1.4951 | 154 | 0.8911 | -0.0133 | 0.8911 | 0.9440 |
129
+ | No log | 1.5146 | 156 | 0.9581 | 0.1919 | 0.9581 | 0.9789 |
130
+ | No log | 1.5340 | 158 | 1.0204 | 0.1615 | 1.0204 | 1.0102 |
131
+ | No log | 1.5534 | 160 | 1.2992 | 0.0755 | 1.2992 | 1.1398 |
132
+ | No log | 1.5728 | 162 | 1.1586 | 0.0667 | 1.1586 | 1.0764 |
133
+ | No log | 1.5922 | 164 | 0.9250 | 0.2826 | 0.9250 | 0.9618 |
134
+ | No log | 1.6117 | 166 | 0.8817 | 0.0856 | 0.8817 | 0.9390 |
135
+ | No log | 1.6311 | 168 | 0.9138 | 0.0618 | 0.9138 | 0.9559 |
136
+ | No log | 1.6505 | 170 | 0.9826 | 0.0723 | 0.9826 | 0.9913 |
137
+ | No log | 1.6699 | 172 | 0.8430 | 0.2051 | 0.8430 | 0.9182 |
138
+ | No log | 1.6893 | 174 | 0.9279 | 0.0566 | 0.9279 | 0.9633 |
139
+ | No log | 1.7087 | 176 | 1.1471 | 0.0804 | 1.1471 | 1.0710 |
140
+ | No log | 1.7282 | 178 | 0.8959 | 0.0727 | 0.8959 | 0.9465 |
141
+ | No log | 1.7476 | 180 | 0.8431 | 0.0991 | 0.8431 | 0.9182 |
142
+ | No log | 1.7670 | 182 | 1.0481 | 0.0247 | 1.0481 | 1.0238 |
143
+ | No log | 1.7864 | 184 | 0.9703 | 0.0753 | 0.9703 | 0.9851 |
144
+ | No log | 1.8058 | 186 | 0.7886 | 0.0323 | 0.7886 | 0.8881 |
145
+ | No log | 1.8252 | 188 | 0.9135 | 0.0762 | 0.9135 | 0.9558 |
146
+ | No log | 1.8447 | 190 | 0.9216 | 0.0727 | 0.9216 | 0.9600 |
147
+ | No log | 1.8641 | 192 | 0.7553 | 0.0680 | 0.7553 | 0.8691 |
148
+ | No log | 1.8835 | 194 | 0.8320 | 0.1078 | 0.8320 | 0.9122 |
149
+ | No log | 1.9029 | 196 | 0.8841 | 0.1078 | 0.8841 | 0.9403 |
150
+ | No log | 1.9223 | 198 | 0.8244 | 0.1251 | 0.8244 | 0.9080 |
151
+ | No log | 1.9417 | 200 | 0.8510 | 0.1723 | 0.8510 | 0.9225 |
152
+ | No log | 1.9612 | 202 | 0.9199 | 0.1401 | 0.9199 | 0.9591 |
153
+ | No log | 1.9806 | 204 | 1.3779 | 0.1076 | 1.3779 | 1.1738 |
154
+ | No log | 2.0 | 206 | 1.5642 | 0.0828 | 1.5642 | 1.2507 |
155
+ | No log | 2.0194 | 208 | 1.2631 | 0.0810 | 1.2631 | 1.1239 |
156
+ | No log | 2.0388 | 210 | 0.9073 | 0.1539 | 0.9073 | 0.9525 |
157
+ | No log | 2.0583 | 212 | 1.0614 | 0.0888 | 1.0614 | 1.0302 |
158
+ | No log | 2.0777 | 214 | 0.9761 | 0.1475 | 0.9761 | 0.9880 |
159
+ | No log | 2.0971 | 216 | 0.8750 | 0.1127 | 0.8750 | 0.9354 |
160
+ | No log | 2.1165 | 218 | 1.0491 | 0.1586 | 1.0491 | 1.0242 |
161
+ | No log | 2.1359 | 220 | 0.9565 | 0.1284 | 0.9565 | 0.9780 |
162
+ | No log | 2.1553 | 222 | 0.8213 | 0.2382 | 0.8213 | 0.9063 |
163
+ | No log | 2.1748 | 224 | 0.8762 | 0.1541 | 0.8762 | 0.9360 |
164
+ | No log | 2.1942 | 226 | 1.0424 | 0.1013 | 1.0424 | 1.0210 |
165
+ | No log | 2.2136 | 228 | 0.9176 | 0.1027 | 0.9176 | 0.9579 |
166
+ | No log | 2.2330 | 230 | 0.8592 | 0.1754 | 0.8592 | 0.9269 |
167
+ | No log | 2.2524 | 232 | 1.0432 | 0.1274 | 1.0432 | 1.0214 |
168
+ | No log | 2.2718 | 234 | 1.0232 | 0.1148 | 1.0232 | 1.0115 |
169
+ | No log | 2.2913 | 236 | 0.9957 | 0.0977 | 0.9957 | 0.9978 |
170
+ | No log | 2.3107 | 238 | 0.8640 | 0.1739 | 0.8640 | 0.9295 |
171
+ | No log | 2.3301 | 240 | 0.8028 | -0.0156 | 0.8028 | 0.8960 |
172
+ | No log | 2.3495 | 242 | 0.8088 | 0.0574 | 0.8088 | 0.8993 |
173
+ | No log | 2.3689 | 244 | 0.7639 | -0.0228 | 0.7639 | 0.8740 |
174
+ | No log | 2.3883 | 246 | 0.7614 | 0.0488 | 0.7614 | 0.8726 |
175
+ | No log | 2.4078 | 248 | 0.8643 | 0.1078 | 0.8643 | 0.9297 |
176
+ | No log | 2.4272 | 250 | 0.8708 | 0.1078 | 0.8708 | 0.9332 |
177
+ | No log | 2.4466 | 252 | 0.8232 | 0.0870 | 0.8232 | 0.9073 |
178
+ | No log | 2.4660 | 254 | 0.8268 | 0.0227 | 0.8268 | 0.9093 |
179
+ | No log | 2.4854 | 256 | 0.8471 | 0.1347 | 0.8471 | 0.9204 |
180
+ | No log | 2.5049 | 258 | 0.8499 | 0.0727 | 0.8499 | 0.9219 |
181
+ | No log | 2.5243 | 260 | 0.8675 | 0.0594 | 0.8675 | 0.9314 |
182
+ | No log | 2.5437 | 262 | 0.9149 | 0.0978 | 0.9149 | 0.9565 |
183
+ | No log | 2.5631 | 264 | 1.0073 | 0.1210 | 1.0072 | 1.0036 |
184
+ | No log | 2.5825 | 266 | 1.0885 | 0.0505 | 1.0885 | 1.0433 |
185
+ | No log | 2.6019 | 268 | 0.9647 | 0.0909 | 0.9647 | 0.9822 |
186
+ | No log | 2.6214 | 270 | 0.9150 | 0.1264 | 0.9150 | 0.9566 |
187
+ | No log | 2.6408 | 272 | 0.9259 | 0.0363 | 0.9259 | 0.9623 |
188
+ | No log | 2.6602 | 274 | 0.8403 | 0.1597 | 0.8403 | 0.9167 |
189
+ | No log | 2.6796 | 276 | 1.0061 | 0.0179 | 1.0061 | 1.0030 |
190
+ | No log | 2.6990 | 278 | 0.9364 | 0.1368 | 0.9364 | 0.9677 |
191
+ | No log | 2.7184 | 280 | 0.7876 | 0.0481 | 0.7876 | 0.8875 |
192
+ | No log | 2.7379 | 282 | 0.7859 | 0.0917 | 0.7859 | 0.8865 |
193
+ | No log | 2.7573 | 284 | 0.7770 | 0.0246 | 0.7770 | 0.8815 |
194
+ | No log | 2.7767 | 286 | 0.8133 | 0.1310 | 0.8133 | 0.9018 |
195
+ | No log | 2.7961 | 288 | 0.8018 | 0.1448 | 0.8018 | 0.8955 |
196
+ | No log | 2.8155 | 290 | 0.8300 | 0.1272 | 0.8300 | 0.9110 |
197
+ | No log | 2.8350 | 292 | 0.8073 | 0.1775 | 0.8073 | 0.8985 |
198
+ | No log | 2.8544 | 294 | 0.8945 | 0.0966 | 0.8945 | 0.9458 |
199
+ | No log | 2.8738 | 296 | 0.8853 | 0.1237 | 0.8853 | 0.9409 |
200
+ | No log | 2.8932 | 298 | 0.8348 | 0.2353 | 0.8348 | 0.9137 |
201
+ | No log | 2.9126 | 300 | 0.8480 | 0.2379 | 0.8480 | 0.9209 |
202
+ | No log | 2.9320 | 302 | 0.9039 | 0.0860 | 0.9039 | 0.9507 |
203
+ | No log | 2.9515 | 304 | 1.0929 | 0.1500 | 1.0929 | 1.0454 |
204
+ | No log | 2.9709 | 306 | 1.2211 | 0.0535 | 1.2211 | 1.1051 |
205
+ | No log | 2.9903 | 308 | 1.0912 | 0.1535 | 1.0912 | 1.0446 |
206
+ | No log | 3.0097 | 310 | 0.8736 | 0.1460 | 0.8736 | 0.9347 |
207
+ | No log | 3.0291 | 312 | 0.8274 | 0.2103 | 0.8274 | 0.9096 |
208
+ | No log | 3.0485 | 314 | 0.8317 | 0.1601 | 0.8317 | 0.9120 |
209
+ | No log | 3.0680 | 316 | 0.8417 | 0.1290 | 0.8417 | 0.9174 |
210
+ | No log | 3.0874 | 318 | 0.8506 | 0.1649 | 0.8506 | 0.9223 |
211
+ | No log | 3.1068 | 320 | 0.8605 | 0.1637 | 0.8605 | 0.9276 |
212
+ | No log | 3.1262 | 322 | 0.7955 | 0.1580 | 0.7955 | 0.8919 |
213
+ | No log | 3.1456 | 324 | 0.8177 | 0.1961 | 0.8177 | 0.9043 |
214
+ | No log | 3.1650 | 326 | 0.8809 | 0.1581 | 0.8809 | 0.9386 |
215
+ | No log | 3.1845 | 328 | 0.9339 | 0.0635 | 0.9339 | 0.9664 |
216
+ | No log | 3.2039 | 330 | 0.9918 | 0.0694 | 0.9918 | 0.9959 |
217
+ | No log | 3.2233 | 332 | 1.1458 | 0.0798 | 1.1458 | 1.0704 |
218
+ | No log | 3.2427 | 334 | 0.9439 | 0.0673 | 0.9439 | 0.9715 |
219
+ | No log | 3.2621 | 336 | 0.8288 | 0.0146 | 0.8288 | 0.9104 |
220
+ | No log | 3.2816 | 338 | 0.8808 | -0.0007 | 0.8808 | 0.9385 |
221
+ | No log | 3.3010 | 340 | 0.8666 | 0.0060 | 0.8666 | 0.9309 |
222
+ | No log | 3.3204 | 342 | 0.8572 | 0.0341 | 0.8572 | 0.9258 |
223
+ | No log | 3.3398 | 344 | 0.8863 | 0.0097 | 0.8863 | 0.9414 |
224
+ | No log | 3.3592 | 346 | 0.9255 | 0.0962 | 0.9255 | 0.9620 |
225
+ | No log | 3.3786 | 348 | 0.9434 | 0.0765 | 0.9434 | 0.9713 |
226
+ | No log | 3.3981 | 350 | 0.9309 | 0.0042 | 0.9309 | 0.9648 |
227
+ | No log | 3.4175 | 352 | 0.9057 | 0.0632 | 0.9057 | 0.9517 |
228
+ | No log | 3.4369 | 354 | 0.9444 | 0.0462 | 0.9444 | 0.9718 |
229
+ | No log | 3.4563 | 356 | 0.9075 | 0.1414 | 0.9075 | 0.9526 |
230
+ | No log | 3.4757 | 358 | 0.8871 | 0.0813 | 0.8871 | 0.9418 |
231
+ | No log | 3.4951 | 360 | 0.8992 | 0.0946 | 0.8992 | 0.9483 |
232
+ | No log | 3.5146 | 362 | 0.9098 | 0.1351 | 0.9098 | 0.9538 |
233
+ | No log | 3.5340 | 364 | 0.9831 | 0.0326 | 0.9831 | 0.9915 |
234
+ | No log | 3.5534 | 366 | 0.9968 | 0.0764 | 0.9968 | 0.9984 |
235
+ | No log | 3.5728 | 368 | 0.8374 | 0.1282 | 0.8374 | 0.9151 |
236
+ | No log | 3.5922 | 370 | 0.8129 | 0.0959 | 0.8129 | 0.9016 |
237
+ | No log | 3.6117 | 372 | 0.7783 | 0.1431 | 0.7783 | 0.8822 |
238
+ | No log | 3.6311 | 374 | 0.8099 | 0.0061 | 0.8099 | 0.8999 |
239
+ | No log | 3.6505 | 376 | 1.0428 | 0.0247 | 1.0428 | 1.0212 |
240
+ | No log | 3.6699 | 378 | 1.0905 | 0.0285 | 1.0905 | 1.0443 |
241
+ | No log | 3.6893 | 380 | 0.9286 | -0.0245 | 0.9286 | 0.9636 |
242
+ | No log | 3.7087 | 382 | 0.8244 | 0.0700 | 0.8244 | 0.9079 |
243
+ | No log | 3.7282 | 384 | 0.9459 | 0.0692 | 0.9459 | 0.9726 |
244
+ | No log | 3.7476 | 386 | 0.9575 | 0.0692 | 0.9575 | 0.9785 |
245
+ | No log | 3.7670 | 388 | 0.8420 | 0.1423 | 0.8420 | 0.9176 |
246
+ | No log | 3.7864 | 390 | 0.8494 | 0.0187 | 0.8494 | 0.9216 |
247
+ | No log | 3.8058 | 392 | 0.8821 | -0.0111 | 0.8821 | 0.9392 |
248
+ | No log | 3.8252 | 394 | 0.8243 | 0.0089 | 0.8243 | 0.9079 |
249
+ | No log | 3.8447 | 396 | 0.8243 | 0.1048 | 0.8243 | 0.9079 |
250
+ | No log | 3.8641 | 398 | 0.8638 | 0.0574 | 0.8638 | 0.9294 |
251
+ | No log | 3.8835 | 400 | 0.9136 | 0.1410 | 0.9136 | 0.9558 |
252
+ | No log | 3.9029 | 402 | 0.9641 | 0.1055 | 0.9641 | 0.9819 |
253
+ | No log | 3.9223 | 404 | 0.9457 | 0.0699 | 0.9457 | 0.9725 |
254
+ | No log | 3.9417 | 406 | 0.9215 | 0.0402 | 0.9215 | 0.9599 |
255
+ | No log | 3.9612 | 408 | 0.8957 | 0.0614 | 0.8957 | 0.9464 |
256
+ | No log | 3.9806 | 410 | 0.9134 | 0.0970 | 0.9134 | 0.9557 |
257
+ | No log | 4.0 | 412 | 0.9024 | 0.0970 | 0.9024 | 0.9500 |
258
+ | No log | 4.0194 | 414 | 0.8614 | 0.0106 | 0.8614 | 0.9281 |
259
+ | No log | 4.0388 | 416 | 0.9163 | 0.0498 | 0.9163 | 0.9572 |
260
+ | No log | 4.0583 | 418 | 1.0296 | 0.1594 | 1.0296 | 1.0147 |
261
+ | No log | 4.0777 | 420 | 1.0273 | 0.1339 | 1.0273 | 1.0135 |
262
+ | No log | 4.0971 | 422 | 1.0590 | 0.1615 | 1.0590 | 1.0291 |
263
+ | No log | 4.1165 | 424 | 0.9343 | 0.1325 | 0.9343 | 0.9666 |
264
+ | No log | 4.1359 | 426 | 0.8417 | -0.0047 | 0.8417 | 0.9174 |
265
+ | No log | 4.1553 | 428 | 0.8604 | -0.0589 | 0.8604 | 0.9276 |
266
+ | No log | 4.1748 | 430 | 0.9575 | 0.1045 | 0.9575 | 0.9785 |
267
+ | No log | 4.1942 | 432 | 0.9638 | 0.0746 | 0.9638 | 0.9817 |
268
+ | No log | 4.2136 | 434 | 0.8981 | -0.0524 | 0.8981 | 0.9477 |
269
+ | No log | 4.2330 | 436 | 0.8507 | -0.0821 | 0.8507 | 0.9223 |
270
+ | No log | 4.2524 | 438 | 0.7649 | -0.0065 | 0.7649 | 0.8746 |
271
+ | No log | 4.2718 | 440 | 0.7486 | 0.0395 | 0.7486 | 0.8652 |
272
+ | No log | 4.2913 | 442 | 0.7557 | -0.0065 | 0.7557 | 0.8693 |
273
+ | No log | 4.3107 | 444 | 0.7793 | 0.0454 | 0.7793 | 0.8828 |
274
+ | No log | 4.3301 | 446 | 0.8062 | -0.0240 | 0.8062 | 0.8979 |
275
+ | No log | 4.3495 | 448 | 0.8224 | -0.0240 | 0.8224 | 0.9069 |
276
+ | No log | 4.3689 | 450 | 0.8862 | 0.1005 | 0.8862 | 0.9414 |
277
+ | No log | 4.3883 | 452 | 1.0466 | 0.1297 | 1.0466 | 1.0230 |
278
+ | No log | 4.4078 | 454 | 1.0326 | 0.1301 | 1.0326 | 1.0162 |
279
+ | No log | 4.4272 | 456 | 0.8721 | 0.0378 | 0.8721 | 0.9339 |
280
+ | No log | 4.4466 | 458 | 0.7944 | -0.0195 | 0.7944 | 0.8913 |
281
+ | No log | 4.4660 | 460 | 0.7507 | 0.0863 | 0.7507 | 0.8665 |
282
+ | No log | 4.4854 | 462 | 0.7294 | 0.1379 | 0.7294 | 0.8540 |
283
+ | No log | 4.5049 | 464 | 0.7427 | 0.0863 | 0.7427 | 0.8618 |
284
+ | No log | 4.5243 | 466 | 0.7937 | 0.0869 | 0.7937 | 0.8909 |
285
+ | No log | 4.5437 | 468 | 0.8857 | 0.0643 | 0.8857 | 0.9411 |
286
+ | No log | 4.5631 | 470 | 0.9449 | 0.0975 | 0.9449 | 0.9721 |
287
+ | No log | 4.5825 | 472 | 0.9099 | 0.0868 | 0.9099 | 0.9539 |
288
+ | No log | 4.6019 | 474 | 0.8704 | 0.0597 | 0.8704 | 0.9330 |
289
+ | No log | 4.6214 | 476 | 0.8686 | 0.0961 | 0.8686 | 0.9320 |
290
+ | No log | 4.6408 | 478 | 0.8390 | 0.0757 | 0.8390 | 0.9160 |
291
+ | No log | 4.6602 | 480 | 0.8944 | 0.1605 | 0.8944 | 0.9457 |
292
+ | No log | 4.6796 | 482 | 0.8998 | 0.1196 | 0.8998 | 0.9486 |
293
+ | No log | 4.6990 | 484 | 0.8548 | 0.0784 | 0.8548 | 0.9246 |
294
+ | No log | 4.7184 | 486 | 0.8446 | 0.0827 | 0.8446 | 0.9190 |
295
+ | No log | 4.7379 | 488 | 0.8897 | 0.0635 | 0.8897 | 0.9433 |
296
+ | No log | 4.7573 | 490 | 0.8309 | 0.0905 | 0.8309 | 0.9115 |
297
+ | No log | 4.7767 | 492 | 0.7940 | 0.0660 | 0.7940 | 0.8910 |
298
+ | No log | 4.7961 | 494 | 0.7968 | 0.0196 | 0.7968 | 0.8926 |
299
+ | No log | 4.8155 | 496 | 0.8060 | 0.0749 | 0.8060 | 0.8978 |
300
+ | No log | 4.8350 | 498 | 0.8250 | 0.0257 | 0.8250 | 0.9083 |
301
+ | 0.3161 | 4.8544 | 500 | 0.8245 | 0.0804 | 0.8245 | 0.9080 |
302
+ | 0.3161 | 4.8738 | 502 | 0.8426 | 0.0482 | 0.8426 | 0.9179 |
303
+ | 0.3161 | 4.8932 | 504 | 0.8253 | 0.0804 | 0.8253 | 0.9085 |
304
+ | 0.3161 | 4.9126 | 506 | 0.8383 | 0.0804 | 0.8383 | 0.9156 |
305
+ | 0.3161 | 4.9320 | 508 | 0.8760 | 0.1492 | 0.8760 | 0.9360 |
306
+ | 0.3161 | 4.9515 | 510 | 0.9377 | 0.0823 | 0.9377 | 0.9683 |
307
+ | 0.3161 | 4.9709 | 512 | 1.0294 | 0.1469 | 1.0294 | 1.0146 |
308
+ | 0.3161 | 4.9903 | 514 | 1.0645 | 0.0661 | 1.0645 | 1.0317 |
309
+ | 0.3161 | 5.0097 | 516 | 0.9715 | 0.0881 | 0.9715 | 0.9856 |
310
+ | 0.3161 | 5.0291 | 518 | 0.8808 | 0.0618 | 0.8808 | 0.9385 |
311
+ | 0.3161 | 5.0485 | 520 | 0.8439 | 0.0246 | 0.8439 | 0.9186 |
312
+ | 0.3161 | 5.0680 | 522 | 0.8276 | 0.0359 | 0.8276 | 0.9097 |
313
+ | 0.3161 | 5.0874 | 524 | 0.8139 | 0.0412 | 0.8139 | 0.9022 |
314
+ | 0.3161 | 5.1068 | 526 | 0.8157 | 0.0412 | 0.8157 | 0.9031 |
315
 
316
 
317
  ### Framework versions