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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_task2_organization

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  1. README.md +262 -261
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_task2_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_k18_task2_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: 0.9440
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- - Qwk: 0.3018
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- - Mse: 0.9440
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- - Rmse: 0.9716
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  ## Model description
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@@ -49,261 +49,262 @@ 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 | 0.0211 | 2 | 4.6905 | 0.0064 | 4.6905 | 2.1658 |
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- | No log | 0.0421 | 4 | 2.8193 | -0.0189 | 2.8193 | 1.6791 |
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- | No log | 0.0632 | 6 | 1.9005 | 0.0118 | 1.9005 | 1.3786 |
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- | No log | 0.0842 | 8 | 1.5033 | -0.0758 | 1.5033 | 1.2261 |
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- | No log | 0.1053 | 10 | 1.2048 | 0.1827 | 1.2048 | 1.0976 |
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- | No log | 0.1263 | 12 | 1.2147 | 0.1076 | 1.2147 | 1.1022 |
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- | No log | 0.1474 | 14 | 1.1793 | 0.1247 | 1.1793 | 1.0860 |
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- | No log | 0.1684 | 16 | 1.1453 | 0.2991 | 1.1453 | 1.0702 |
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- | No log | 0.1895 | 18 | 1.2043 | 0.1379 | 1.2043 | 1.0974 |
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- | No log | 0.2105 | 20 | 1.2689 | 0.1076 | 1.2689 | 1.1264 |
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- | No log | 0.2316 | 22 | 1.4701 | 0.0851 | 1.4701 | 1.2125 |
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- | No log | 0.2526 | 24 | 1.3217 | 0.1224 | 1.3217 | 1.1497 |
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- | No log | 0.2737 | 26 | 1.1367 | 0.2681 | 1.1367 | 1.0662 |
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- | No log | 0.2947 | 28 | 1.1106 | 0.1857 | 1.1106 | 1.0538 |
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- | No log | 0.3158 | 30 | 1.1190 | 0.0904 | 1.1190 | 1.0578 |
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- | No log | 0.3368 | 32 | 1.1105 | 0.1351 | 1.1105 | 1.0538 |
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- | No log | 0.3579 | 34 | 1.1101 | 0.2257 | 1.1101 | 1.0536 |
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- | No log | 0.3789 | 36 | 1.2849 | 0.0449 | 1.2849 | 1.1335 |
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- | No log | 0.4 | 38 | 1.3650 | 0.0575 | 1.3650 | 1.1683 |
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- | No log | 0.4211 | 40 | 1.3230 | 0.0838 | 1.3230 | 1.1502 |
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- | No log | 0.4421 | 42 | 1.2001 | 0.1565 | 1.2001 | 1.0955 |
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- | No log | 0.4632 | 44 | 1.1170 | 0.2257 | 1.1170 | 1.0569 |
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- | No log | 0.4842 | 46 | 1.2940 | 0.0841 | 1.2940 | 1.1375 |
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- | No log | 0.5053 | 48 | 1.3639 | -0.0506 | 1.3639 | 1.1678 |
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- | No log | 0.5263 | 50 | 1.1837 | 0.2083 | 1.1837 | 1.0880 |
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- | No log | 0.5474 | 52 | 1.0537 | 0.2416 | 1.0537 | 1.0265 |
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- | No log | 0.5684 | 54 | 1.0235 | 0.2416 | 1.0235 | 1.0117 |
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- | No log | 0.5895 | 56 | 1.0106 | 0.2416 | 1.0106 | 1.0053 |
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- | No log | 0.6105 | 58 | 1.0114 | 0.2733 | 1.0114 | 1.0057 |
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- | No log | 0.6316 | 60 | 0.9833 | 0.3347 | 0.9833 | 0.9916 |
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- | No log | 0.6526 | 62 | 0.9790 | 0.2782 | 0.9790 | 0.9895 |
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- | No log | 0.6737 | 64 | 0.9927 | 0.2408 | 0.9927 | 0.9964 |
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- | No log | 0.6947 | 66 | 1.0225 | 0.1979 | 1.0225 | 1.0112 |
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- | No log | 0.7158 | 68 | 0.9259 | 0.3356 | 0.9259 | 0.9622 |
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- | No log | 0.7368 | 70 | 0.9284 | 0.3689 | 0.9284 | 0.9635 |
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- | No log | 0.7579 | 72 | 1.0103 | 0.3677 | 1.0103 | 1.0051 |
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- | No log | 0.7789 | 74 | 1.2181 | 0.4627 | 1.2181 | 1.1037 |
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- | No log | 0.8 | 76 | 1.1739 | 0.4654 | 1.1739 | 1.0835 |
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- | No log | 0.8211 | 78 | 0.9036 | 0.3811 | 0.9036 | 0.9506 |
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- | No log | 0.8421 | 80 | 1.0405 | 0.3832 | 1.0405 | 1.0201 |
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- | No log | 0.8632 | 82 | 0.9237 | 0.4197 | 0.9237 | 0.9611 |
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- | No log | 0.8842 | 84 | 0.8567 | 0.4273 | 0.8567 | 0.9256 |
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- | No log | 0.9053 | 86 | 0.8407 | 0.4534 | 0.8407 | 0.9169 |
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- | No log | 0.9263 | 88 | 0.8976 | 0.4624 | 0.8976 | 0.9474 |
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- | No log | 0.9474 | 90 | 0.8443 | 0.4421 | 0.8443 | 0.9189 |
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- | No log | 0.9684 | 92 | 0.9495 | 0.5570 | 0.9495 | 0.9744 |
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- | No log | 0.9895 | 94 | 0.8876 | 0.4890 | 0.8876 | 0.9421 |
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- | No log | 1.0105 | 96 | 0.8903 | 0.5724 | 0.8903 | 0.9436 |
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- | No log | 1.0316 | 98 | 0.9208 | 0.4848 | 0.9208 | 0.9596 |
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- | No log | 1.0526 | 100 | 0.8773 | 0.5329 | 0.8773 | 0.9366 |
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- | No log | 1.0737 | 102 | 0.8935 | 0.5090 | 0.8935 | 0.9452 |
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- | No log | 1.0947 | 104 | 0.9035 | 0.4624 | 0.9035 | 0.9505 |
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- | No log | 1.1158 | 106 | 0.8956 | 0.5588 | 0.8956 | 0.9463 |
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- | No log | 1.1368 | 108 | 0.8847 | 0.5596 | 0.8847 | 0.9406 |
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- | No log | 1.1579 | 110 | 0.9309 | 0.5478 | 0.9309 | 0.9649 |
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- | No log | 1.1789 | 112 | 1.3659 | 0.3397 | 1.3659 | 1.1687 |
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- | No log | 1.2 | 114 | 1.4534 | 0.3598 | 1.4534 | 1.2056 |
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- | No log | 1.2211 | 116 | 1.0522 | 0.4551 | 1.0522 | 1.0258 |
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- | No log | 1.2421 | 118 | 1.0644 | 0.3759 | 1.0644 | 1.0317 |
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- | No log | 1.2632 | 120 | 1.3894 | 0.2430 | 1.3894 | 1.1787 |
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- | No log | 1.2842 | 122 | 1.1250 | 0.3830 | 1.1250 | 1.0607 |
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- | No log | 1.3053 | 124 | 0.9937 | 0.3615 | 0.9937 | 0.9969 |
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- | No log | 1.3263 | 126 | 1.0318 | 0.3308 | 1.0318 | 1.0158 |
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- | No log | 1.3474 | 128 | 1.0623 | 0.2878 | 1.0623 | 1.0307 |
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- | No log | 1.3684 | 130 | 0.9700 | 0.3539 | 0.9700 | 0.9849 |
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- | No log | 1.3895 | 132 | 1.0799 | 0.2938 | 1.0799 | 1.0392 |
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- | No log | 1.4105 | 134 | 1.1178 | 0.3494 | 1.1178 | 1.0573 |
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- | No log | 1.4316 | 136 | 0.9407 | 0.3603 | 0.9407 | 0.9699 |
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- | No log | 1.4526 | 138 | 0.9518 | 0.4568 | 0.9518 | 0.9756 |
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- | No log | 1.4737 | 140 | 0.9316 | 0.4568 | 0.9316 | 0.9652 |
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- | No log | 1.4947 | 142 | 0.8777 | 0.3796 | 0.8777 | 0.9368 |
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- | No log | 1.5158 | 144 | 0.9415 | 0.4371 | 0.9415 | 0.9703 |
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- | No log | 1.5368 | 146 | 0.9369 | 0.4632 | 0.9369 | 0.9679 |
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- | No log | 1.5579 | 148 | 0.9021 | 0.4241 | 0.9021 | 0.9498 |
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- | No log | 1.5789 | 150 | 1.0994 | 0.4681 | 1.0994 | 1.0485 |
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- | No log | 1.6 | 152 | 1.0702 | 0.5029 | 1.0702 | 1.0345 |
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- | No log | 1.6211 | 154 | 0.9630 | 0.4369 | 0.9630 | 0.9813 |
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- | No log | 1.6421 | 156 | 0.9448 | 0.4159 | 0.9448 | 0.9720 |
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- | No log | 1.6632 | 158 | 0.9407 | 0.3885 | 0.9407 | 0.9699 |
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- | No log | 1.6842 | 160 | 0.9599 | 0.3908 | 0.9599 | 0.9797 |
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- | No log | 1.7053 | 162 | 1.0293 | 0.4325 | 1.0293 | 1.0145 |
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- | No log | 1.7263 | 164 | 1.0551 | 0.5147 | 1.0551 | 1.0272 |
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- | No log | 1.7474 | 166 | 0.9481 | 0.3119 | 0.9481 | 0.9737 |
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- | No log | 1.7684 | 168 | 0.9644 | 0.3404 | 0.9644 | 0.9821 |
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- | No log | 1.7895 | 170 | 0.9698 | 0.2813 | 0.9698 | 0.9848 |
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- | No log | 1.8105 | 172 | 1.0045 | 0.2813 | 1.0045 | 1.0022 |
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- | No log | 1.8316 | 174 | 1.0110 | 0.2813 | 1.0110 | 1.0055 |
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- | No log | 1.8526 | 176 | 1.0421 | 0.3527 | 1.0421 | 1.0208 |
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- | No log | 1.8737 | 178 | 1.0773 | 0.3607 | 1.0773 | 1.0379 |
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- | No log | 1.8947 | 180 | 1.1594 | 0.3021 | 1.1594 | 1.0767 |
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- | No log | 1.9158 | 182 | 1.3236 | 0.2424 | 1.3236 | 1.1505 |
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- | No log | 1.9368 | 184 | 1.3259 | 0.2395 | 1.3259 | 1.1515 |
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- | No log | 1.9579 | 186 | 1.2138 | 0.2477 | 1.2138 | 1.1017 |
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- | No log | 1.9789 | 188 | 1.1788 | 0.2800 | 1.1788 | 1.0857 |
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- | No log | 2.0 | 190 | 1.1049 | 0.3506 | 1.1049 | 1.0511 |
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- | No log | 2.0211 | 192 | 1.0979 | 0.3369 | 1.0979 | 1.0478 |
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- | No log | 2.0421 | 194 | 1.1930 | 0.2487 | 1.1930 | 1.0922 |
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- | No log | 2.0632 | 196 | 1.4950 | 0.3569 | 1.4950 | 1.2227 |
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- | No log | 2.0842 | 198 | 1.7004 | 0.3155 | 1.7004 | 1.3040 |
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- | No log | 2.1053 | 200 | 1.6095 | 0.3569 | 1.6095 | 1.2687 |
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- | No log | 2.1263 | 202 | 1.3105 | 0.3398 | 1.3105 | 1.1448 |
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- | No log | 2.1474 | 204 | 1.0765 | 0.2999 | 1.0765 | 1.0376 |
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- | No log | 2.1684 | 206 | 1.0448 | 0.4505 | 1.0448 | 1.0221 |
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- | No log | 2.1895 | 208 | 1.0922 | 0.2285 | 1.0922 | 1.0451 |
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- | No log | 2.2105 | 210 | 1.2979 | 0.3004 | 1.2979 | 1.1392 |
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- | No log | 2.2316 | 212 | 1.4373 | 0.3317 | 1.4373 | 1.1989 |
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- | No log | 2.2526 | 214 | 1.5843 | 0.3265 | 1.5843 | 1.2587 |
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- | No log | 2.2737 | 216 | 1.4634 | 0.3040 | 1.4634 | 1.2097 |
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- | No log | 2.2947 | 218 | 1.2383 | 0.3585 | 1.2383 | 1.1128 |
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- | No log | 2.3158 | 220 | 1.1365 | 0.3647 | 1.1365 | 1.0661 |
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- | No log | 2.3368 | 222 | 1.1460 | 0.3349 | 1.1460 | 1.0705 |
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- | No log | 2.3579 | 224 | 1.1872 | 0.3579 | 1.1872 | 1.0896 |
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- | No log | 2.3789 | 226 | 1.1283 | 0.3281 | 1.1283 | 1.0622 |
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- | No log | 2.4 | 228 | 1.0895 | 0.4028 | 1.0895 | 1.0438 |
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- | No log | 2.4211 | 230 | 0.9744 | 0.2993 | 0.9744 | 0.9871 |
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- | No log | 2.4421 | 232 | 0.9289 | 0.3719 | 0.9289 | 0.9638 |
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- | No log | 2.4632 | 234 | 0.9472 | 0.3648 | 0.9472 | 0.9732 |
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- | No log | 2.4842 | 236 | 0.9823 | 0.4344 | 0.9823 | 0.9911 |
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- | No log | 2.5053 | 238 | 0.9041 | 0.4158 | 0.9041 | 0.9508 |
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- | No log | 2.5263 | 240 | 0.8776 | 0.3539 | 0.8776 | 0.9368 |
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- | No log | 2.5474 | 242 | 0.8824 | 0.3811 | 0.8824 | 0.9393 |
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- | No log | 2.5684 | 244 | 0.8851 | 0.4119 | 0.8851 | 0.9408 |
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- | No log | 2.5895 | 246 | 0.8840 | 0.3615 | 0.8840 | 0.9402 |
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- | No log | 2.6105 | 248 | 0.9198 | 0.2871 | 0.9198 | 0.9591 |
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- | No log | 2.6316 | 250 | 1.0699 | 0.4894 | 1.0699 | 1.0344 |
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- | No log | 2.6526 | 252 | 1.1486 | 0.3377 | 1.1486 | 1.0717 |
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- | No log | 2.6737 | 254 | 1.1457 | 0.3377 | 1.1457 | 1.0704 |
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- | No log | 2.6947 | 256 | 1.0660 | 0.3449 | 1.0660 | 1.0325 |
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- | No log | 2.7158 | 258 | 1.0851 | 0.3931 | 1.0851 | 1.0417 |
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- | No log | 2.7368 | 260 | 1.1906 | 0.4527 | 1.1906 | 1.0911 |
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- | No log | 2.7579 | 262 | 1.4268 | 0.3172 | 1.4268 | 1.1945 |
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- | No log | 2.7789 | 264 | 1.4595 | 0.3172 | 1.4595 | 1.2081 |
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- | No log | 2.8 | 266 | 1.3038 | 0.3153 | 1.3038 | 1.1418 |
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- | No log | 2.8211 | 268 | 1.0826 | 0.3191 | 1.0826 | 1.0405 |
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- | No log | 2.8421 | 270 | 1.0325 | 0.2360 | 1.0325 | 1.0161 |
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- | No log | 2.8632 | 272 | 1.0621 | 0.1609 | 1.0621 | 1.0306 |
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- | No log | 2.8842 | 274 | 1.1557 | 0.2304 | 1.1557 | 1.0751 |
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- | No log | 2.9053 | 276 | 1.2810 | 0.375 | 1.2810 | 1.1318 |
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- | No log | 2.9263 | 278 | 1.2636 | 0.3959 | 1.2636 | 1.1241 |
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- | No log | 2.9474 | 280 | 1.0856 | 0.3913 | 1.0856 | 1.0419 |
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- | No log | 2.9684 | 282 | 0.9900 | 0.3018 | 0.9900 | 0.9950 |
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- | No log | 2.9895 | 284 | 0.9655 | 0.3018 | 0.9655 | 0.9826 |
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- | No log | 3.0105 | 286 | 0.9898 | 0.3747 | 0.9898 | 0.9949 |
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- | No log | 3.0316 | 288 | 0.9533 | 0.3408 | 0.9533 | 0.9763 |
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- | No log | 3.0526 | 290 | 0.9372 | 0.3119 | 0.9372 | 0.9681 |
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- | No log | 3.0737 | 292 | 0.9347 | 0.3408 | 0.9347 | 0.9668 |
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- | No log | 3.0947 | 294 | 0.9841 | 0.4111 | 0.9841 | 0.9920 |
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- | No log | 3.1158 | 296 | 1.0269 | 0.4694 | 1.0269 | 1.0134 |
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- | No log | 3.1368 | 298 | 0.9602 | 0.3892 | 0.9602 | 0.9799 |
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- | No log | 3.1579 | 300 | 0.9205 | 0.3914 | 0.9205 | 0.9594 |
202
- | No log | 3.1789 | 302 | 0.9580 | 0.4202 | 0.9580 | 0.9788 |
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- | No log | 3.2 | 304 | 1.0091 | 0.4386 | 1.0091 | 1.0045 |
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- | No log | 3.2211 | 306 | 0.9235 | 0.3861 | 0.9235 | 0.9610 |
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- | No log | 3.2421 | 308 | 0.8743 | 0.2991 | 0.8743 | 0.9350 |
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- | No log | 3.2632 | 310 | 0.8635 | 0.3674 | 0.8635 | 0.9293 |
207
- | No log | 3.2842 | 312 | 0.8714 | 0.4280 | 0.8714 | 0.9335 |
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- | No log | 3.3053 | 314 | 0.9779 | 0.4583 | 0.9779 | 0.9889 |
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- | No log | 3.3263 | 316 | 1.0562 | 0.4824 | 1.0562 | 1.0277 |
210
- | No log | 3.3474 | 318 | 0.9719 | 0.4583 | 0.9719 | 0.9859 |
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- | No log | 3.3684 | 320 | 0.8646 | 0.3796 | 0.8646 | 0.9298 |
212
- | No log | 3.3895 | 322 | 0.8764 | 0.3960 | 0.8764 | 0.9361 |
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- | No log | 3.4105 | 324 | 0.8684 | 0.3960 | 0.8684 | 0.9319 |
214
- | No log | 3.4316 | 326 | 0.8670 | 0.3705 | 0.8670 | 0.9311 |
215
- | No log | 3.4526 | 328 | 0.9341 | 0.4722 | 0.9341 | 0.9665 |
216
- | No log | 3.4737 | 330 | 1.0291 | 0.5156 | 1.0291 | 1.0144 |
217
- | No log | 3.4947 | 332 | 0.9808 | 0.4986 | 0.9808 | 0.9904 |
218
- | No log | 3.5158 | 334 | 0.8949 | 0.4787 | 0.8949 | 0.9460 |
219
- | No log | 3.5368 | 336 | 0.8805 | 0.4181 | 0.8805 | 0.9383 |
220
- | No log | 3.5579 | 338 | 0.8860 | 0.3861 | 0.8860 | 0.9413 |
221
- | No log | 3.5789 | 340 | 0.8710 | 0.3641 | 0.8710 | 0.9333 |
222
- | No log | 3.6 | 342 | 0.8687 | 0.3467 | 0.8687 | 0.9321 |
223
- | No log | 3.6211 | 344 | 0.8743 | 0.4578 | 0.8743 | 0.9350 |
224
- | No log | 3.6421 | 346 | 0.8412 | 0.4081 | 0.8412 | 0.9172 |
225
- | No log | 3.6632 | 348 | 0.8532 | 0.5136 | 0.8532 | 0.9237 |
226
- | No log | 3.6842 | 350 | 0.8413 | 0.5136 | 0.8413 | 0.9172 |
227
- | No log | 3.7053 | 352 | 0.8272 | 0.4280 | 0.8272 | 0.9095 |
228
- | No log | 3.7263 | 354 | 0.8306 | 0.3525 | 0.8306 | 0.9113 |
229
- | No log | 3.7474 | 356 | 0.8419 | 0.4280 | 0.8419 | 0.9175 |
230
- | No log | 3.7684 | 358 | 0.8429 | 0.3404 | 0.8429 | 0.9181 |
231
- | No log | 3.7895 | 360 | 0.9033 | 0.3902 | 0.9033 | 0.9504 |
232
- | No log | 3.8105 | 362 | 0.9719 | 0.4375 | 0.9719 | 0.9859 |
233
- | No log | 3.8316 | 364 | 0.9202 | 0.3753 | 0.9202 | 0.9593 |
234
- | No log | 3.8526 | 366 | 0.8884 | 0.2991 | 0.8884 | 0.9426 |
235
- | No log | 3.8737 | 368 | 0.9645 | 0.4302 | 0.9645 | 0.9821 |
236
- | No log | 3.8947 | 370 | 0.9929 | 0.4166 | 0.9929 | 0.9964 |
237
- | No log | 3.9158 | 372 | 0.9063 | 0.4385 | 0.9063 | 0.9520 |
238
- | No log | 3.9368 | 374 | 0.9049 | 0.4730 | 0.9049 | 0.9513 |
239
- | No log | 3.9579 | 376 | 0.9342 | 0.4632 | 0.9342 | 0.9666 |
240
- | No log | 3.9789 | 378 | 0.9088 | 0.4772 | 0.9088 | 0.9533 |
241
- | No log | 4.0 | 380 | 0.9284 | 0.3632 | 0.9284 | 0.9635 |
242
- | No log | 4.0211 | 382 | 0.9355 | 0.3363 | 0.9355 | 0.9672 |
243
- | No log | 4.0421 | 384 | 0.9067 | 0.3095 | 0.9067 | 0.9522 |
244
- | No log | 4.0632 | 386 | 0.9264 | 0.4 | 0.9264 | 0.9625 |
245
- | No log | 4.0842 | 388 | 0.9195 | 0.3771 | 0.9195 | 0.9589 |
246
- | No log | 4.1053 | 390 | 0.9348 | 0.2257 | 0.9348 | 0.9669 |
247
- | No log | 4.1263 | 392 | 1.0545 | 0.4166 | 1.0545 | 1.0269 |
248
- | No log | 4.1474 | 394 | 1.1541 | 0.4617 | 1.1541 | 1.0743 |
249
- | No log | 4.1684 | 396 | 1.1320 | 0.4617 | 1.1320 | 1.0639 |
250
- | No log | 4.1895 | 398 | 1.0332 | 0.3369 | 1.0332 | 1.0165 |
251
- | No log | 4.2105 | 400 | 0.9535 | 0.2200 | 0.9535 | 0.9765 |
252
- | No log | 4.2316 | 402 | 0.9365 | 0.2200 | 0.9365 | 0.9677 |
253
- | No log | 4.2526 | 404 | 0.9587 | 0.2200 | 0.9587 | 0.9791 |
254
- | No log | 4.2737 | 406 | 0.9709 | 0.3961 | 0.9709 | 0.9853 |
255
- | No log | 4.2947 | 408 | 0.9190 | 0.4203 | 0.9190 | 0.9587 |
256
- | No log | 4.3158 | 410 | 0.8679 | 0.4591 | 0.8679 | 0.9316 |
257
- | No log | 4.3368 | 412 | 0.8887 | 0.4372 | 0.8887 | 0.9427 |
258
- | No log | 4.3579 | 414 | 0.8763 | 0.4763 | 0.8763 | 0.9361 |
259
- | No log | 4.3789 | 416 | 0.8461 | 0.4197 | 0.8461 | 0.9199 |
260
- | No log | 4.4 | 418 | 0.8063 | 0.3467 | 0.8063 | 0.8979 |
261
- | No log | 4.4211 | 420 | 0.8058 | 0.3119 | 0.8058 | 0.8976 |
262
- | No log | 4.4421 | 422 | 0.8963 | 0.4731 | 0.8963 | 0.9467 |
263
- | No log | 4.4632 | 424 | 0.9306 | 0.4720 | 0.9306 | 0.9647 |
264
- | No log | 4.4842 | 426 | 0.9295 | 0.4935 | 0.9295 | 0.9641 |
265
- | No log | 4.5053 | 428 | 0.9271 | 0.4935 | 0.9271 | 0.9629 |
266
- | No log | 4.5263 | 430 | 0.9199 | 0.4720 | 0.9199 | 0.9591 |
267
- | No log | 4.5474 | 432 | 0.8691 | 0.3174 | 0.8691 | 0.9322 |
268
- | No log | 4.5684 | 434 | 0.8210 | 0.3190 | 0.8210 | 0.9061 |
269
- | No log | 4.5895 | 436 | 0.8079 | 0.4299 | 0.8079 | 0.8988 |
270
- | No log | 4.6105 | 438 | 0.8122 | 0.4299 | 0.8122 | 0.9012 |
271
- | No log | 4.6316 | 440 | 0.8437 | 0.3042 | 0.8437 | 0.9185 |
272
- | No log | 4.6526 | 442 | 0.8929 | 0.3609 | 0.8929 | 0.9449 |
273
- | No log | 4.6737 | 444 | 0.8912 | 0.3278 | 0.8912 | 0.9440 |
274
- | No log | 4.6947 | 446 | 0.8444 | 0.3090 | 0.8444 | 0.9189 |
275
- | No log | 4.7158 | 448 | 0.8374 | 0.4368 | 0.8374 | 0.9151 |
276
- | No log | 4.7368 | 450 | 0.8807 | 0.5167 | 0.8807 | 0.9385 |
277
- | No log | 4.7579 | 452 | 0.8548 | 0.4752 | 0.8548 | 0.9246 |
278
- | No log | 4.7789 | 454 | 0.8236 | 0.4158 | 0.8236 | 0.9075 |
279
- | No log | 4.8 | 456 | 0.8642 | 0.3371 | 0.8642 | 0.9296 |
280
- | No log | 4.8211 | 458 | 0.9427 | 0.3136 | 0.9427 | 0.9709 |
281
- | No log | 4.8421 | 460 | 0.9777 | 0.3950 | 0.9777 | 0.9888 |
282
- | No log | 4.8632 | 462 | 0.9450 | 0.3335 | 0.9450 | 0.9721 |
283
- | No log | 4.8842 | 464 | 0.8684 | 0.3113 | 0.8684 | 0.9319 |
284
- | No log | 4.9053 | 466 | 0.8423 | 0.3527 | 0.8423 | 0.9178 |
285
- | No log | 4.9263 | 468 | 0.8418 | 0.3527 | 0.8418 | 0.9175 |
286
- | No log | 4.9474 | 470 | 0.8891 | 0.4091 | 0.8891 | 0.9429 |
287
- | No log | 4.9684 | 472 | 0.9366 | 0.4783 | 0.9366 | 0.9678 |
288
- | No log | 4.9895 | 474 | 1.0108 | 0.5080 | 1.0108 | 1.0054 |
289
- | No log | 5.0105 | 476 | 1.0748 | 0.4834 | 1.0748 | 1.0367 |
290
- | No log | 5.0316 | 478 | 1.1254 | 0.4596 | 1.1254 | 1.0608 |
291
- | No log | 5.0526 | 480 | 1.1408 | 0.4603 | 1.1408 | 1.0681 |
292
- | No log | 5.0737 | 482 | 1.1111 | 0.3778 | 1.1111 | 1.0541 |
293
- | No log | 5.0947 | 484 | 1.0191 | 0.2486 | 1.0191 | 1.0095 |
294
- | No log | 5.1158 | 486 | 0.9594 | 0.2143 | 0.9594 | 0.9795 |
295
- | No log | 5.1368 | 488 | 0.9492 | 0.2043 | 0.9492 | 0.9743 |
296
- | No log | 5.1579 | 490 | 0.9415 | 0.2726 | 0.9415 | 0.9703 |
297
- | No log | 5.1789 | 492 | 0.9761 | 0.3684 | 0.9761 | 0.9880 |
298
- | No log | 5.2 | 494 | 1.0584 | 0.5056 | 1.0584 | 1.0288 |
299
- | No log | 5.2211 | 496 | 1.1126 | 0.5094 | 1.1126 | 1.0548 |
300
- | No log | 5.2421 | 498 | 1.0782 | 0.5340 | 1.0782 | 1.0384 |
301
- | 0.3744 | 5.2632 | 500 | 0.9846 | 0.3970 | 0.9846 | 0.9923 |
302
- | 0.3744 | 5.2842 | 502 | 0.9162 | 0.3210 | 0.9162 | 0.9572 |
303
- | 0.3744 | 5.3053 | 504 | 0.9088 | 0.3627 | 0.9088 | 0.9533 |
304
- | 0.3744 | 5.3263 | 506 | 0.9048 | 0.3483 | 0.9048 | 0.9512 |
305
- | 0.3744 | 5.3474 | 508 | 0.9217 | 0.3210 | 0.9217 | 0.9600 |
306
- | 0.3744 | 5.3684 | 510 | 0.9440 | 0.3018 | 0.9440 | 0.9716 |
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_task2_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_k17_task2_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: 1.4561
19
+ - Qwk: 0.0612
20
+ - Mse: 1.4561
21
+ - Rmse: 1.2067
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0230 | 2 | 4.7386 | 0.0010 | 4.7386 | 2.1768 |
53
+ | No log | 0.0460 | 4 | 2.8791 | 0.0088 | 2.8791 | 1.6968 |
54
+ | No log | 0.0690 | 6 | 2.3029 | -0.0608 | 2.3029 | 1.5175 |
55
+ | No log | 0.0920 | 8 | 1.9818 | -0.0501 | 1.9818 | 1.4078 |
56
+ | No log | 0.1149 | 10 | 1.6606 | -0.1848 | 1.6606 | 1.2886 |
57
+ | No log | 0.1379 | 12 | 1.4298 | -0.0085 | 1.4298 | 1.1957 |
58
+ | No log | 0.1609 | 14 | 1.3639 | -0.0141 | 1.3639 | 1.1678 |
59
+ | No log | 0.1839 | 16 | 1.5374 | -0.0535 | 1.5374 | 1.2399 |
60
+ | No log | 0.2069 | 18 | 1.5998 | -0.1778 | 1.5998 | 1.2648 |
61
+ | No log | 0.2299 | 20 | 1.5496 | -0.1939 | 1.5496 | 1.2448 |
62
+ | No log | 0.2529 | 22 | 1.4123 | 0.0918 | 1.4123 | 1.1884 |
63
+ | No log | 0.2759 | 24 | 1.3774 | 0.0180 | 1.3774 | 1.1736 |
64
+ | No log | 0.2989 | 26 | 1.3915 | -0.0163 | 1.3915 | 1.1796 |
65
+ | No log | 0.3218 | 28 | 1.5664 | -0.0757 | 1.5664 | 1.2516 |
66
+ | No log | 0.3448 | 30 | 1.5900 | -0.0757 | 1.5900 | 1.2610 |
67
+ | No log | 0.3678 | 32 | 1.3824 | 0.0639 | 1.3824 | 1.1757 |
68
+ | No log | 0.3908 | 34 | 1.2981 | 0.0454 | 1.2981 | 1.1393 |
69
+ | No log | 0.4138 | 36 | 1.3125 | 0.0454 | 1.3125 | 1.1457 |
70
+ | No log | 0.4368 | 38 | 1.2534 | 0.0153 | 1.2534 | 1.1196 |
71
+ | No log | 0.4598 | 40 | 1.3304 | 0.0677 | 1.3304 | 1.1534 |
72
+ | No log | 0.4828 | 42 | 1.5847 | -0.0216 | 1.5847 | 1.2588 |
73
+ | No log | 0.5057 | 44 | 1.6903 | -0.0216 | 1.6903 | 1.3001 |
74
+ | No log | 0.5287 | 46 | 1.4118 | 0.0186 | 1.4118 | 1.1882 |
75
+ | No log | 0.5517 | 48 | 1.3585 | 0.0796 | 1.3585 | 1.1656 |
76
+ | No log | 0.5747 | 50 | 1.3279 | 0.1423 | 1.3279 | 1.1523 |
77
+ | No log | 0.5977 | 52 | 1.2744 | 0.1237 | 1.2744 | 1.1289 |
78
+ | No log | 0.6207 | 54 | 1.2613 | 0.1009 | 1.2613 | 1.1231 |
79
+ | No log | 0.6437 | 56 | 1.2500 | 0.0810 | 1.2500 | 1.1180 |
80
+ | No log | 0.6667 | 58 | 1.2443 | 0.1043 | 1.2443 | 1.1155 |
81
+ | No log | 0.6897 | 60 | 1.2938 | 0.1266 | 1.2938 | 1.1375 |
82
+ | No log | 0.7126 | 62 | 1.3152 | 0.1266 | 1.3152 | 1.1468 |
83
+ | No log | 0.7356 | 64 | 1.3168 | 0.1495 | 1.3168 | 1.1475 |
84
+ | No log | 0.7586 | 66 | 1.3994 | 0.1045 | 1.3994 | 1.1830 |
85
+ | No log | 0.7816 | 68 | 1.4938 | 0.1507 | 1.4938 | 1.2222 |
86
+ | No log | 0.8046 | 70 | 1.4166 | 0.0791 | 1.4166 | 1.1902 |
87
+ | No log | 0.8276 | 72 | 1.6003 | 0.1899 | 1.6003 | 1.2650 |
88
+ | No log | 0.8506 | 74 | 1.5682 | 0.2147 | 1.5682 | 1.2523 |
89
+ | No log | 0.8736 | 76 | 1.4794 | 0.0781 | 1.4794 | 1.2163 |
90
+ | No log | 0.8966 | 78 | 1.6731 | 0.1488 | 1.6731 | 1.2935 |
91
+ | No log | 0.9195 | 80 | 1.6355 | 0.1590 | 1.6355 | 1.2789 |
92
+ | No log | 0.9425 | 82 | 1.5234 | 0.1459 | 1.5234 | 1.2343 |
93
+ | No log | 0.9655 | 84 | 1.5890 | 0.0793 | 1.5890 | 1.2606 |
94
+ | No log | 0.9885 | 86 | 2.0385 | 0.0826 | 2.0385 | 1.4278 |
95
+ | No log | 1.0115 | 88 | 2.1450 | 0.1204 | 2.1450 | 1.4646 |
96
+ | No log | 1.0345 | 90 | 1.7760 | 0.0366 | 1.7760 | 1.3327 |
97
+ | No log | 1.0575 | 92 | 1.8617 | 0.1213 | 1.8617 | 1.3644 |
98
+ | No log | 1.0805 | 94 | 1.7898 | 0.0373 | 1.7898 | 1.3378 |
99
+ | No log | 1.1034 | 96 | 2.2586 | 0.0786 | 2.2586 | 1.5029 |
100
+ | No log | 1.1264 | 98 | 2.3380 | 0.0895 | 2.3380 | 1.5291 |
101
+ | No log | 1.1494 | 100 | 1.8711 | 0.0618 | 1.8711 | 1.3679 |
102
+ | No log | 1.1724 | 102 | 1.7550 | 0.0086 | 1.7550 | 1.3248 |
103
+ | No log | 1.1954 | 104 | 1.7473 | -0.0297 | 1.7473 | 1.3219 |
104
+ | No log | 1.2184 | 106 | 2.1343 | 0.0640 | 2.1343 | 1.4609 |
105
+ | No log | 1.2414 | 108 | 2.2572 | 0.0624 | 2.2572 | 1.5024 |
106
+ | No log | 1.2644 | 110 | 1.9156 | 0.1033 | 1.9156 | 1.3841 |
107
+ | No log | 1.2874 | 112 | 1.7550 | 0.0143 | 1.7550 | 1.3248 |
108
+ | No log | 1.3103 | 114 | 1.8731 | 0.0173 | 1.8731 | 1.3686 |
109
+ | No log | 1.3333 | 116 | 1.6224 | -0.0554 | 1.6224 | 1.2737 |
110
+ | No log | 1.3563 | 118 | 1.6175 | 0.0393 | 1.6175 | 1.2718 |
111
+ | No log | 1.3793 | 120 | 1.9098 | 0.0677 | 1.9098 | 1.3820 |
112
+ | No log | 1.4023 | 122 | 1.8864 | 0.0504 | 1.8864 | 1.3735 |
113
+ | No log | 1.4253 | 124 | 1.6324 | 0.0385 | 1.6324 | 1.2777 |
114
+ | No log | 1.4483 | 126 | 1.6027 | -0.0732 | 1.6027 | 1.2660 |
115
+ | No log | 1.4713 | 128 | 1.6400 | -0.0265 | 1.6400 | 1.2806 |
116
+ | No log | 1.4943 | 130 | 1.8314 | 0.0807 | 1.8314 | 1.3533 |
117
+ | No log | 1.5172 | 132 | 2.1527 | 0.1374 | 2.1527 | 1.4672 |
118
+ | No log | 1.5402 | 134 | 2.0754 | 0.0976 | 2.0754 | 1.4406 |
119
+ | No log | 1.5632 | 136 | 1.7177 | 0.0142 | 1.7177 | 1.3106 |
120
+ | No log | 1.5862 | 138 | 1.7132 | -0.0714 | 1.7132 | 1.3089 |
121
+ | No log | 1.6092 | 140 | 1.6989 | -0.0338 | 1.6989 | 1.3034 |
122
+ | No log | 1.6322 | 142 | 1.7790 | 0.1306 | 1.7790 | 1.3338 |
123
+ | No log | 1.6552 | 144 | 2.0224 | 0.0559 | 2.0224 | 1.4221 |
124
+ | No log | 1.6782 | 146 | 1.8962 | 0.0984 | 1.8962 | 1.3770 |
125
+ | No log | 1.7011 | 148 | 1.8146 | 0.1547 | 1.8146 | 1.3471 |
126
+ | No log | 1.7241 | 150 | 1.8936 | 0.0807 | 1.8936 | 1.3761 |
127
+ | No log | 1.7471 | 152 | 2.0841 | 0.1020 | 2.0841 | 1.4437 |
128
+ | No log | 1.7701 | 154 | 1.9072 | 0.0859 | 1.9072 | 1.3810 |
129
+ | No log | 1.7931 | 156 | 1.6054 | -0.0018 | 1.6054 | 1.2670 |
130
+ | No log | 1.8161 | 158 | 1.5789 | -0.0118 | 1.5789 | 1.2566 |
131
+ | No log | 1.8391 | 160 | 1.5437 | -0.0585 | 1.5437 | 1.2425 |
132
+ | No log | 1.8621 | 162 | 1.7125 | 0.0260 | 1.7125 | 1.3086 |
133
+ | No log | 1.8851 | 164 | 2.0283 | 0.1140 | 2.0283 | 1.4242 |
134
+ | No log | 1.9080 | 166 | 1.9756 | 0.0388 | 1.9756 | 1.4056 |
135
+ | No log | 1.9310 | 168 | 1.7830 | 0.0392 | 1.7830 | 1.3353 |
136
+ | No log | 1.9540 | 170 | 1.6770 | 0.0157 | 1.6770 | 1.2950 |
137
+ | No log | 1.9770 | 172 | 1.7227 | 0.0091 | 1.7227 | 1.3125 |
138
+ | No log | 2.0 | 174 | 1.8446 | 0.0504 | 1.8446 | 1.3582 |
139
+ | No log | 2.0230 | 176 | 2.0699 | 0.0864 | 2.0699 | 1.4387 |
140
+ | No log | 2.0460 | 178 | 2.1224 | 0.0816 | 2.1224 | 1.4568 |
141
+ | No log | 2.0690 | 180 | 2.1037 | 0.0595 | 2.1037 | 1.4504 |
142
+ | No log | 2.0920 | 182 | 1.9484 | -0.0008 | 1.9484 | 1.3958 |
143
+ | No log | 2.1149 | 184 | 1.7112 | 0.0315 | 1.7112 | 1.3081 |
144
+ | No log | 2.1379 | 186 | 1.6736 | -0.0059 | 1.6736 | 1.2937 |
145
+ | No log | 2.1609 | 188 | 1.6631 | 0.1135 | 1.6631 | 1.2896 |
146
+ | No log | 2.1839 | 190 | 1.9442 | 0.0377 | 1.9442 | 1.3943 |
147
+ | No log | 2.2069 | 192 | 2.3165 | 0.0588 | 2.3165 | 1.5220 |
148
+ | No log | 2.2299 | 194 | 2.2487 | 0.0588 | 2.2487 | 1.4996 |
149
+ | No log | 2.2529 | 196 | 1.8829 | 0.0377 | 1.8829 | 1.3722 |
150
+ | No log | 2.2759 | 198 | 1.7791 | 0.0698 | 1.7791 | 1.3338 |
151
+ | No log | 2.2989 | 200 | 1.8900 | 0.0447 | 1.8900 | 1.3748 |
152
+ | No log | 2.3218 | 202 | 1.8674 | 0.0504 | 1.8674 | 1.3665 |
153
+ | No log | 2.3448 | 204 | 1.8658 | 0.0571 | 1.8658 | 1.3659 |
154
+ | No log | 2.3678 | 206 | 1.7003 | 0.0108 | 1.7003 | 1.3039 |
155
+ | No log | 2.3908 | 208 | 1.7236 | 0.0108 | 1.7236 | 1.3129 |
156
+ | No log | 2.4138 | 210 | 1.8649 | 0.0705 | 1.8649 | 1.3656 |
157
+ | No log | 2.4368 | 212 | 1.8868 | 0.0573 | 1.8868 | 1.3736 |
158
+ | No log | 2.4598 | 214 | 1.7025 | 0.0080 | 1.7025 | 1.3048 |
159
+ | No log | 2.4828 | 216 | 1.7399 | -0.0121 | 1.7399 | 1.3191 |
160
+ | No log | 2.5057 | 218 | 1.8382 | 0.0393 | 1.8382 | 1.3558 |
161
+ | No log | 2.5287 | 220 | 2.0531 | 0.0273 | 2.0531 | 1.4329 |
162
+ | No log | 2.5517 | 222 | 1.9129 | 0.0754 | 1.9129 | 1.3831 |
163
+ | No log | 2.5747 | 224 | 1.6398 | 0.0018 | 1.6398 | 1.2805 |
164
+ | No log | 2.5977 | 226 | 1.5716 | -0.0146 | 1.5716 | 1.2536 |
165
+ | No log | 2.6207 | 228 | 1.6821 | 0.0336 | 1.6821 | 1.2970 |
166
+ | No log | 2.6437 | 230 | 1.9210 | 0.1240 | 1.9210 | 1.3860 |
167
+ | No log | 2.6667 | 232 | 1.8576 | 0.1260 | 1.8576 | 1.3629 |
168
+ | No log | 2.6897 | 234 | 1.6585 | 0.0679 | 1.6585 | 1.2878 |
169
+ | No log | 2.7126 | 236 | 1.5924 | 0.0458 | 1.5924 | 1.2619 |
170
+ | No log | 2.7356 | 238 | 1.7438 | 0.1037 | 1.7438 | 1.3205 |
171
+ | No log | 2.7586 | 240 | 2.0959 | 0.0864 | 2.0959 | 1.4477 |
172
+ | No log | 2.7816 | 242 | 2.0794 | 0.0818 | 2.0794 | 1.4420 |
173
+ | No log | 2.8046 | 244 | 1.7754 | 0.1089 | 1.7754 | 1.3324 |
174
+ | No log | 2.8276 | 246 | 1.6927 | 0.0785 | 1.6927 | 1.3011 |
175
+ | No log | 2.8506 | 248 | 1.7535 | 0.0643 | 1.7535 | 1.3242 |
176
+ | No log | 2.8736 | 250 | 1.8685 | 0.1473 | 1.8685 | 1.3669 |
177
+ | No log | 2.8966 | 252 | 1.6966 | 0.0902 | 1.6966 | 1.3025 |
178
+ | No log | 2.9195 | 254 | 1.5573 | 0.0691 | 1.5573 | 1.2479 |
179
+ | No log | 2.9425 | 256 | 1.4871 | 0.0464 | 1.4871 | 1.2195 |
180
+ | No log | 2.9655 | 258 | 1.5470 | 0.0691 | 1.5470 | 1.2438 |
181
+ | No log | 2.9885 | 260 | 1.6952 | 0.0461 | 1.6952 | 1.3020 |
182
+ | No log | 3.0115 | 262 | 1.7053 | 0.0534 | 1.7053 | 1.3059 |
183
+ | No log | 3.0345 | 264 | 1.7337 | 0.0792 | 1.7337 | 1.3167 |
184
+ | No log | 3.0575 | 266 | 1.6908 | 0.0794 | 1.6908 | 1.3003 |
185
+ | No log | 3.0805 | 268 | 1.6655 | 0.0592 | 1.6655 | 1.2905 |
186
+ | No log | 3.1034 | 270 | 1.7201 | 0.0922 | 1.7201 | 1.3115 |
187
+ | No log | 3.1264 | 272 | 1.8489 | 0.0495 | 1.8489 | 1.3597 |
188
+ | No log | 3.1494 | 274 | 2.0201 | 0.1619 | 2.0201 | 1.4213 |
189
+ | No log | 3.1724 | 276 | 1.9658 | 0.1409 | 1.9658 | 1.4021 |
190
+ | No log | 3.1954 | 278 | 1.6546 | 0.0525 | 1.6546 | 1.2863 |
191
+ | No log | 3.2184 | 280 | 1.5313 | 0.0608 | 1.5313 | 1.2375 |
192
+ | No log | 3.2414 | 282 | 1.4830 | 0.0795 | 1.4830 | 1.2178 |
193
+ | No log | 3.2644 | 284 | 1.4926 | 0.1429 | 1.4926 | 1.2217 |
194
+ | No log | 3.2874 | 286 | 1.4620 | 0.0795 | 1.4620 | 1.2092 |
195
+ | No log | 3.3103 | 288 | 1.4811 | 0.0705 | 1.4811 | 1.2170 |
196
+ | No log | 3.3333 | 290 | 1.5276 | 0.0682 | 1.5276 | 1.2360 |
197
+ | No log | 3.3563 | 292 | 1.6269 | 0.0439 | 1.6269 | 1.2755 |
198
+ | No log | 3.3793 | 294 | 1.8069 | 0.1100 | 1.8069 | 1.3442 |
199
+ | No log | 3.4023 | 296 | 2.2030 | 0.0482 | 2.2030 | 1.4842 |
200
+ | No log | 3.4253 | 298 | 2.3547 | 0.0336 | 2.3547 | 1.5345 |
201
+ | No log | 3.4483 | 300 | 2.2157 | 0.0385 | 2.2157 | 1.4885 |
202
+ | No log | 3.4713 | 302 | 1.8938 | 0.1261 | 1.8938 | 1.3762 |
203
+ | No log | 3.4943 | 304 | 1.6092 | 0.1037 | 1.6092 | 1.2685 |
204
+ | No log | 3.5172 | 306 | 1.5127 | 0.0698 | 1.5127 | 1.2299 |
205
+ | No log | 3.5402 | 308 | 1.5408 | 0.1252 | 1.5408 | 1.2413 |
206
+ | No log | 3.5632 | 310 | 1.5684 | 0.1310 | 1.5684 | 1.2524 |
207
+ | No log | 3.5862 | 312 | 1.5308 | 0.1252 | 1.5308 | 1.2372 |
208
+ | No log | 3.6092 | 314 | 1.4490 | -0.0174 | 1.4490 | 1.2037 |
209
+ | No log | 3.6322 | 316 | 1.4822 | 0.0152 | 1.4822 | 1.2175 |
210
+ | No log | 3.6552 | 318 | 1.6320 | 0.0927 | 1.6320 | 1.2775 |
211
+ | No log | 3.6782 | 320 | 1.9716 | 0.1448 | 1.9716 | 1.4041 |
212
+ | No log | 3.7011 | 322 | 2.0446 | 0.1201 | 2.0446 | 1.4299 |
213
+ | No log | 3.7241 | 324 | 1.8575 | 0.1191 | 1.8575 | 1.3629 |
214
+ | No log | 3.7471 | 326 | 1.5607 | 0.1252 | 1.5607 | 1.2493 |
215
+ | No log | 3.7701 | 328 | 1.4237 | -0.0324 | 1.4237 | 1.1932 |
216
+ | No log | 3.7931 | 330 | 1.4269 | -0.0324 | 1.4269 | 1.1945 |
217
+ | No log | 3.8161 | 332 | 1.4582 | -0.0848 | 1.4582 | 1.2076 |
218
+ | No log | 3.8391 | 334 | 1.6365 | 0.1152 | 1.6365 | 1.2793 |
219
+ | No log | 3.8621 | 336 | 1.9493 | 0.1152 | 1.9493 | 1.3962 |
220
+ | No log | 3.8851 | 338 | 2.0086 | 0.0735 | 2.0086 | 1.4172 |
221
+ | No log | 3.9080 | 340 | 1.8222 | 0.1328 | 1.8222 | 1.3499 |
222
+ | No log | 3.9310 | 342 | 1.5623 | 0.1417 | 1.5623 | 1.2499 |
223
+ | No log | 3.9540 | 344 | 1.4596 | -0.0465 | 1.4596 | 1.2081 |
224
+ | No log | 3.9770 | 346 | 1.4549 | -0.0042 | 1.4549 | 1.2062 |
225
+ | No log | 4.0 | 348 | 1.5306 | 0.0784 | 1.5306 | 1.2372 |
226
+ | No log | 4.0230 | 350 | 1.6458 | 0.1599 | 1.6458 | 1.2829 |
227
+ | No log | 4.0460 | 352 | 1.7698 | 0.1543 | 1.7698 | 1.3303 |
228
+ | No log | 4.0690 | 354 | 1.8689 | 0.0828 | 1.8689 | 1.3671 |
229
+ | No log | 4.0920 | 356 | 1.8421 | 0.1282 | 1.8421 | 1.3572 |
230
+ | No log | 4.1149 | 358 | 1.7093 | 0.1358 | 1.7093 | 1.3074 |
231
+ | No log | 4.1379 | 360 | 1.6425 | 0.1387 | 1.6425 | 1.2816 |
232
+ | No log | 4.1609 | 362 | 1.6019 | 0.1334 | 1.6019 | 1.2656 |
233
+ | No log | 4.1839 | 364 | 1.7277 | 0.1233 | 1.7277 | 1.3144 |
234
+ | No log | 4.2069 | 366 | 1.7485 | 0.1186 | 1.7485 | 1.3223 |
235
+ | No log | 4.2299 | 368 | 1.7302 | 0.1386 | 1.7302 | 1.3154 |
236
+ | No log | 4.2529 | 370 | 1.5606 | 0.1404 | 1.5606 | 1.2492 |
237
+ | No log | 4.2759 | 372 | 1.4022 | 0.0700 | 1.4022 | 1.1842 |
238
+ | No log | 4.2989 | 374 | 1.3718 | 0.0107 | 1.3718 | 1.1713 |
239
+ | No log | 4.3218 | 376 | 1.3774 | 0.0107 | 1.3774 | 1.1736 |
240
+ | No log | 4.3448 | 378 | 1.3932 | 0.0400 | 1.3932 | 1.1803 |
241
+ | No log | 4.3678 | 380 | 1.3942 | 0.0771 | 1.3942 | 1.1808 |
242
+ | No log | 4.3908 | 382 | 1.4475 | 0.1020 | 1.4475 | 1.2031 |
243
+ | No log | 4.4138 | 384 | 1.5678 | 0.0818 | 1.5678 | 1.2521 |
244
+ | No log | 4.4368 | 386 | 1.7641 | 0.0681 | 1.7641 | 1.3282 |
245
+ | No log | 4.4598 | 388 | 1.8701 | 0.1237 | 1.8701 | 1.3675 |
246
+ | No log | 4.4828 | 390 | 1.8673 | 0.1059 | 1.8673 | 1.3665 |
247
+ | No log | 4.5057 | 392 | 1.8469 | 0.1627 | 1.8469 | 1.3590 |
248
+ | No log | 4.5287 | 394 | 1.8695 | 0.1216 | 1.8695 | 1.3673 |
249
+ | No log | 4.5517 | 396 | 1.9119 | 0.0805 | 1.9119 | 1.3827 |
250
+ | No log | 4.5747 | 398 | 1.9267 | 0.0111 | 1.9267 | 1.3881 |
251
+ | No log | 4.5977 | 400 | 1.7929 | 0.1483 | 1.7929 | 1.3390 |
252
+ | No log | 4.6207 | 402 | 1.6965 | 0.1336 | 1.6965 | 1.3025 |
253
+ | No log | 4.6437 | 404 | 1.5875 | 0.0724 | 1.5875 | 1.2599 |
254
+ | No log | 4.6667 | 406 | 1.4863 | 0.1067 | 1.4863 | 1.2191 |
255
+ | No log | 4.6897 | 408 | 1.4712 | 0.0333 | 1.4712 | 1.2129 |
256
+ | No log | 4.7126 | 410 | 1.5359 | 0.1254 | 1.5359 | 1.2393 |
257
+ | No log | 4.7356 | 412 | 1.6907 | 0.1639 | 1.6907 | 1.3003 |
258
+ | No log | 4.7586 | 414 | 1.8176 | 0.1513 | 1.8176 | 1.3482 |
259
+ | No log | 4.7816 | 416 | 1.8124 | 0.1513 | 1.8124 | 1.3463 |
260
+ | No log | 4.8046 | 418 | 1.7359 | 0.1470 | 1.7359 | 1.3176 |
261
+ | No log | 4.8276 | 420 | 1.7403 | 0.1470 | 1.7403 | 1.3192 |
262
+ | No log | 4.8506 | 422 | 1.7811 | 0.1191 | 1.7811 | 1.3346 |
263
+ | No log | 4.8736 | 424 | 1.7050 | 0.1332 | 1.7050 | 1.3058 |
264
+ | No log | 4.8966 | 426 | 1.6224 | 0.1336 | 1.6224 | 1.2737 |
265
+ | No log | 4.9195 | 428 | 1.5730 | 0.1146 | 1.5730 | 1.2542 |
266
+ | No log | 4.9425 | 430 | 1.5715 | 0.0987 | 1.5715 | 1.2536 |
267
+ | No log | 4.9655 | 432 | 1.7347 | 0.0938 | 1.7347 | 1.3171 |
268
+ | No log | 4.9885 | 434 | 1.9453 | 0.0618 | 1.9453 | 1.3947 |
269
+ | No log | 5.0115 | 436 | 2.0895 | 0.0918 | 2.0895 | 1.4455 |
270
+ | No log | 5.0345 | 438 | 2.0510 | 0.1093 | 2.0510 | 1.4321 |
271
+ | No log | 5.0575 | 440 | 1.7786 | 0.1349 | 1.7786 | 1.3336 |
272
+ | No log | 5.0805 | 442 | 1.5474 | 0.1174 | 1.5474 | 1.2439 |
273
+ | No log | 5.1034 | 444 | 1.4741 | 0.0714 | 1.4741 | 1.2141 |
274
+ | No log | 5.1264 | 446 | 1.4592 | -0.0274 | 1.4592 | 1.2080 |
275
+ | No log | 5.1494 | 448 | 1.4418 | -0.0274 | 1.4418 | 1.2008 |
276
+ | No log | 5.1724 | 450 | 1.4568 | -0.0092 | 1.4568 | 1.2070 |
277
+ | No log | 5.1954 | 452 | 1.5573 | 0.0020 | 1.5573 | 1.2479 |
278
+ | No log | 5.2184 | 454 | 1.7412 | 0.1639 | 1.7412 | 1.3196 |
279
+ | No log | 5.2414 | 456 | 1.8062 | 0.0992 | 1.8062 | 1.3440 |
280
+ | No log | 5.2644 | 458 | 1.7086 | 0.1336 | 1.7086 | 1.3071 |
281
+ | No log | 5.2874 | 460 | 1.5514 | -0.0161 | 1.5514 | 1.2455 |
282
+ | No log | 5.3103 | 462 | 1.4593 | -0.0364 | 1.4593 | 1.2080 |
283
+ | No log | 5.3333 | 464 | 1.4558 | -0.0197 | 1.4558 | 1.2065 |
284
+ | No log | 5.3563 | 466 | 1.4909 | -0.0020 | 1.4909 | 1.2210 |
285
+ | No log | 5.3793 | 468 | 1.5959 | 0.0693 | 1.5959 | 1.2633 |
286
+ | No log | 5.4023 | 470 | 1.6351 | 0.0952 | 1.6351 | 1.2787 |
287
+ | No log | 5.4253 | 472 | 1.6118 | 0.0834 | 1.6118 | 1.2696 |
288
+ | No log | 5.4483 | 474 | 1.5366 | -0.0132 | 1.5366 | 1.2396 |
289
+ | No log | 5.4713 | 476 | 1.4377 | 0.0334 | 1.4377 | 1.1990 |
290
+ | No log | 5.4943 | 478 | 1.3713 | 0.0302 | 1.3713 | 1.1710 |
291
+ | No log | 5.5172 | 480 | 1.3782 | 0.0302 | 1.3782 | 1.1740 |
292
+ | No log | 5.5402 | 482 | 1.4437 | 0.0675 | 1.4437 | 1.2015 |
293
+ | No log | 5.5632 | 484 | 1.5702 | 0.0339 | 1.5702 | 1.2531 |
294
+ | No log | 5.5862 | 486 | 1.6790 | 0.0952 | 1.6790 | 1.2958 |
295
+ | No log | 5.6092 | 488 | 1.6812 | 0.0952 | 1.6812 | 1.2966 |
296
+ | No log | 5.6322 | 490 | 1.6168 | 0.0732 | 1.6168 | 1.2715 |
297
+ | No log | 5.6552 | 492 | 1.5178 | 0.1282 | 1.5178 | 1.2320 |
298
+ | No log | 5.6782 | 494 | 1.4474 | 0.0246 | 1.4474 | 1.2031 |
299
+ | No log | 5.7011 | 496 | 1.4814 | 0.0692 | 1.4814 | 1.2171 |
300
+ | No log | 5.7241 | 498 | 1.5241 | 0.0692 | 1.5241 | 1.2346 |
301
+ | 0.3947 | 5.7471 | 500 | 1.6509 | 0.0987 | 1.6509 | 1.2849 |
302
+ | 0.3947 | 5.7701 | 502 | 1.8488 | 0.1123 | 1.8488 | 1.3597 |
303
+ | 0.3947 | 5.7931 | 504 | 1.8080 | 0.0891 | 1.8080 | 1.3446 |
304
+ | 0.3947 | 5.8161 | 506 | 1.5834 | 0.0878 | 1.5834 | 1.2583 |
305
+ | 0.3947 | 5.8391 | 508 | 1.4604 | 0.0334 | 1.4604 | 1.2085 |
306
+ | 0.3947 | 5.8621 | 510 | 1.4473 | 0.0246 | 1.4473 | 1.2030 |
307
+ | 0.3947 | 5.8851 | 512 | 1.4561 | 0.0612 | 1.4561 | 1.2067 |
308
 
309
 
310
  ### Framework versions
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