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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k10_task2_organization

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Training in progress, step 500

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  1. README.md +304 -271
  2. model.safetensors +1 -1
  3. training_args.bin +2 -2
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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k10_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k10_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: 0.9022
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- - Qwk: 0.4902
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- - Mse: 0.9022
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- - Rmse: 0.9498
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  ## Model description
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@@ -49,271 +49,304 @@ 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 | 0.0513 | 2 | 5.0298 | -0.0159 | 5.0298 | 2.2427 |
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- | No log | 0.1026 | 4 | 2.7158 | 0.0066 | 2.7158 | 1.6480 |
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- | No log | 0.1538 | 6 | 2.0281 | -0.0634 | 2.0281 | 1.4241 |
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- | No log | 0.2051 | 8 | 1.3592 | 0.1080 | 1.3592 | 1.1659 |
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- | No log | 0.2564 | 10 | 1.7059 | 0.1169 | 1.7059 | 1.3061 |
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- | No log | 0.3077 | 12 | 1.9697 | 0.1750 | 1.9697 | 1.4035 |
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- | No log | 0.3590 | 14 | 2.9792 | 0.0383 | 2.9792 | 1.7260 |
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- | No log | 0.4103 | 16 | 2.9528 | 0.0447 | 2.9528 | 1.7184 |
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- | No log | 0.4615 | 18 | 2.2225 | 0.2097 | 2.2225 | 1.4908 |
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- | No log | 0.5128 | 20 | 1.3657 | 0.1028 | 1.3657 | 1.1686 |
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- | No log | 0.5641 | 22 | 1.0943 | 0.3510 | 1.0943 | 1.0461 |
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- | No log | 0.6154 | 24 | 1.2910 | 0.0180 | 1.2910 | 1.1362 |
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- | No log | 0.6667 | 26 | 1.4965 | -0.1100 | 1.4965 | 1.2233 |
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- | No log | 0.7179 | 28 | 1.5443 | -0.0891 | 1.5443 | 1.2427 |
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- | No log | 0.7692 | 30 | 1.3345 | -0.0052 | 1.3345 | 1.1552 |
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- | No log | 0.8205 | 32 | 1.2341 | 0.1654 | 1.2341 | 1.1109 |
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- | No log | 0.8718 | 34 | 1.2211 | 0.1715 | 1.2211 | 1.1050 |
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- | No log | 0.9231 | 36 | 1.3428 | 0.0403 | 1.3428 | 1.1588 |
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- | No log | 0.9744 | 38 | 1.4020 | 0.0372 | 1.4020 | 1.1841 |
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- | No log | 1.0256 | 40 | 1.5028 | 0.0372 | 1.5028 | 1.2259 |
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- | No log | 1.0769 | 42 | 1.5689 | 0.0372 | 1.5689 | 1.2526 |
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- | No log | 1.1282 | 44 | 1.4957 | 0.0317 | 1.4957 | 1.2230 |
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- | No log | 1.1795 | 46 | 1.6404 | 0.0682 | 1.6404 | 1.2808 |
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- | No log | 1.2308 | 48 | 1.7344 | 0.0959 | 1.7344 | 1.3170 |
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- | No log | 1.2821 | 50 | 1.7094 | 0.1169 | 1.7094 | 1.3075 |
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- | No log | 1.3333 | 52 | 1.5823 | 0.0709 | 1.5823 | 1.2579 |
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- | No log | 1.3846 | 54 | 1.2216 | 0.2705 | 1.2216 | 1.1052 |
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- | No log | 1.4359 | 56 | 1.1000 | 0.2816 | 1.1000 | 1.0488 |
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- | No log | 1.4872 | 58 | 1.0795 | 0.2386 | 1.0795 | 1.0390 |
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- | No log | 1.5385 | 60 | 1.0773 | 0.2735 | 1.0773 | 1.0379 |
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- | No log | 1.5897 | 62 | 0.9957 | 0.3173 | 0.9957 | 0.9978 |
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- | No log | 1.6410 | 64 | 1.0569 | 0.3078 | 1.0569 | 1.0281 |
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- | No log | 1.6923 | 66 | 1.5673 | 0.2007 | 1.5673 | 1.2519 |
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- | No log | 1.7436 | 68 | 2.2417 | 0.1261 | 2.2417 | 1.4972 |
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- | No log | 1.7949 | 70 | 2.6425 | 0.1193 | 2.6425 | 1.6256 |
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- | No log | 1.8462 | 72 | 2.3651 | 0.1334 | 2.3651 | 1.5379 |
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- | No log | 1.8974 | 74 | 1.8470 | 0.1431 | 1.8470 | 1.3590 |
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- | No log | 1.9487 | 76 | 1.3218 | 0.3169 | 1.3218 | 1.1497 |
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- | No log | 2.0 | 78 | 1.1152 | 0.3025 | 1.1152 | 1.0560 |
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- | No log | 2.0513 | 80 | 1.1532 | 0.3202 | 1.1532 | 1.0739 |
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- | No log | 2.1026 | 82 | 1.1402 | 0.3291 | 1.1402 | 1.0678 |
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- | No log | 2.1538 | 84 | 1.2024 | 0.2366 | 1.2024 | 1.0965 |
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- | No log | 2.2051 | 86 | 1.1866 | 0.2895 | 1.1866 | 1.0893 |
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- | No log | 2.2564 | 88 | 1.1333 | 0.2982 | 1.1333 | 1.0646 |
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- | No log | 2.3077 | 90 | 1.2152 | 0.2895 | 1.2152 | 1.1023 |
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- | No log | 2.3590 | 92 | 1.3007 | 0.3301 | 1.3007 | 1.1405 |
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- | No log | 2.4103 | 94 | 1.2049 | 0.3025 | 1.2049 | 1.0977 |
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- | No log | 2.4615 | 96 | 1.0204 | 0.3744 | 1.0204 | 1.0102 |
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- | No log | 2.5128 | 98 | 1.0279 | 0.3744 | 1.0279 | 1.0139 |
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- | No log | 2.5641 | 100 | 1.2153 | 0.3427 | 1.2153 | 1.1024 |
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- | No log | 2.6154 | 102 | 1.2768 | 0.3380 | 1.2768 | 1.1299 |
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- | No log | 2.6667 | 104 | 1.1361 | 0.3688 | 1.1361 | 1.0659 |
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- | No log | 2.7179 | 106 | 0.9083 | 0.4741 | 0.9083 | 0.9531 |
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- | No log | 2.7692 | 108 | 0.8656 | 0.5186 | 0.8656 | 0.9304 |
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- | No log | 2.8205 | 110 | 0.9378 | 0.4803 | 0.9378 | 0.9684 |
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- | No log | 2.8718 | 112 | 1.1226 | 0.3395 | 1.1226 | 1.0595 |
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- | No log | 2.9231 | 114 | 1.2338 | 0.2272 | 1.2338 | 1.1108 |
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- | No log | 2.9744 | 116 | 1.1001 | 0.3697 | 1.1001 | 1.0488 |
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- | No log | 3.0256 | 118 | 0.9052 | 0.5036 | 0.9052 | 0.9514 |
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- | No log | 3.0769 | 120 | 0.7924 | 0.6141 | 0.7924 | 0.8901 |
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- | No log | 3.1282 | 122 | 0.8212 | 0.4962 | 0.8212 | 0.9062 |
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- | No log | 3.1795 | 124 | 0.9938 | 0.4588 | 0.9938 | 0.9969 |
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- | No log | 3.2308 | 126 | 1.1506 | 0.4444 | 1.1506 | 1.0726 |
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- | No log | 3.2821 | 128 | 1.2421 | 0.3249 | 1.2421 | 1.1145 |
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- | No log | 3.3333 | 130 | 1.1993 | 0.3742 | 1.1993 | 1.0951 |
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- | No log | 3.3846 | 132 | 1.0451 | 0.3747 | 1.0451 | 1.0223 |
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- | No log | 3.4359 | 134 | 0.8995 | 0.4527 | 0.8995 | 0.9484 |
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- | No log | 3.4872 | 136 | 0.8673 | 0.5058 | 0.8673 | 0.9313 |
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- | No log | 3.5385 | 138 | 0.8547 | 0.4822 | 0.8547 | 0.9245 |
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- | No log | 3.5897 | 140 | 0.9026 | 0.4388 | 0.9026 | 0.9501 |
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- | No log | 3.6410 | 142 | 0.9280 | 0.4721 | 0.9280 | 0.9633 |
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- | No log | 3.6923 | 144 | 0.9935 | 0.4101 | 0.9935 | 0.9967 |
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- | No log | 3.7436 | 146 | 0.9869 | 0.3939 | 0.9869 | 0.9934 |
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- | No log | 3.7949 | 148 | 0.9449 | 0.4232 | 0.9449 | 0.9721 |
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- | No log | 3.8462 | 150 | 0.9509 | 0.3668 | 0.9509 | 0.9751 |
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- | No log | 3.8974 | 152 | 0.9275 | 0.4253 | 0.9275 | 0.9631 |
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- | No log | 3.9487 | 154 | 0.9337 | 0.3858 | 0.9337 | 0.9663 |
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- | No log | 4.0 | 156 | 0.9687 | 0.4472 | 0.9687 | 0.9842 |
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- | No log | 4.0513 | 158 | 0.9824 | 0.4181 | 0.9824 | 0.9912 |
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- | No log | 4.1026 | 160 | 0.9776 | 0.4620 | 0.9776 | 0.9887 |
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- | No log | 4.1538 | 162 | 0.9903 | 0.4560 | 0.9903 | 0.9951 |
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- | No log | 4.2051 | 164 | 0.9714 | 0.4094 | 0.9714 | 0.9856 |
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- | No log | 4.2564 | 166 | 1.1039 | 0.4489 | 1.1039 | 1.0507 |
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- | No log | 4.3077 | 168 | 1.1685 | 0.4480 | 1.1685 | 1.0810 |
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- | No log | 4.3590 | 170 | 1.0409 | 0.3972 | 1.0409 | 1.0202 |
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- | No log | 4.4103 | 172 | 1.2309 | 0.3605 | 1.2309 | 1.1095 |
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- | No log | 4.4615 | 174 | 1.3829 | 0.3311 | 1.3829 | 1.1760 |
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- | No log | 4.5128 | 176 | 1.1250 | 0.4152 | 1.1250 | 1.0607 |
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- | No log | 4.5641 | 178 | 0.8826 | 0.5382 | 0.8826 | 0.9395 |
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- | No log | 4.6154 | 180 | 0.9416 | 0.4698 | 0.9416 | 0.9704 |
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- | No log | 4.6667 | 182 | 1.0389 | 0.5135 | 1.0389 | 1.0193 |
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- | No log | 4.7179 | 184 | 0.9696 | 0.4527 | 0.9696 | 0.9847 |
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- | No log | 4.7692 | 186 | 0.9601 | 0.4949 | 0.9601 | 0.9799 |
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- | No log | 4.8205 | 188 | 0.9909 | 0.4417 | 0.9909 | 0.9955 |
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- | No log | 4.8718 | 190 | 0.9140 | 0.4231 | 0.9140 | 0.9560 |
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- | No log | 4.9231 | 192 | 0.8869 | 0.5026 | 0.8869 | 0.9418 |
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- | No log | 4.9744 | 194 | 0.9161 | 0.5161 | 0.9161 | 0.9572 |
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- | No log | 5.0256 | 196 | 0.8680 | 0.5422 | 0.8680 | 0.9317 |
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- | No log | 5.0769 | 198 | 0.9088 | 0.5717 | 0.9088 | 0.9533 |
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- | No log | 5.1282 | 200 | 1.0867 | 0.3798 | 1.0867 | 1.0424 |
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- | No log | 5.1795 | 202 | 1.1450 | 0.3682 | 1.1450 | 1.0700 |
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- | No log | 5.2308 | 204 | 0.9787 | 0.4659 | 0.9787 | 0.9893 |
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- | No log | 5.2821 | 206 | 0.8576 | 0.5846 | 0.8576 | 0.9261 |
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- | No log | 5.3333 | 208 | 0.9024 | 0.5244 | 0.9024 | 0.9499 |
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- | No log | 5.3846 | 210 | 0.8905 | 0.5351 | 0.8905 | 0.9437 |
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- | No log | 5.4359 | 212 | 0.8682 | 0.6097 | 0.8682 | 0.9318 |
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- | No log | 5.4872 | 214 | 0.8802 | 0.5815 | 0.8802 | 0.9382 |
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- | No log | 5.5385 | 216 | 0.9339 | 0.5297 | 0.9339 | 0.9664 |
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- | No log | 5.5897 | 218 | 1.1186 | 0.4561 | 1.1186 | 1.0576 |
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- | No log | 5.6410 | 220 | 1.1734 | 0.4924 | 1.1734 | 1.0833 |
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- | No log | 5.6923 | 222 | 1.1590 | 0.4461 | 1.1590 | 1.0766 |
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- | No log | 5.7436 | 224 | 1.1671 | 0.4247 | 1.1671 | 1.0803 |
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- | No log | 5.7949 | 226 | 1.2339 | 0.4881 | 1.2339 | 1.1108 |
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- | No log | 5.8462 | 228 | 1.0895 | 0.4846 | 1.0895 | 1.0438 |
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- | No log | 5.8974 | 230 | 1.0062 | 0.4987 | 1.0062 | 1.0031 |
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- | No log | 5.9487 | 232 | 0.9717 | 0.5435 | 0.9717 | 0.9857 |
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- | No log | 6.0 | 234 | 1.0052 | 0.5232 | 1.0052 | 1.0026 |
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- | No log | 6.0513 | 236 | 0.9460 | 0.5094 | 0.9460 | 0.9726 |
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- | No log | 6.1026 | 238 | 0.8793 | 0.5370 | 0.8793 | 0.9377 |
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- | No log | 6.1538 | 240 | 0.8405 | 0.5091 | 0.8405 | 0.9168 |
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- | No log | 6.2051 | 242 | 0.8384 | 0.4983 | 0.8384 | 0.9156 |
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- | No log | 6.2564 | 244 | 0.8279 | 0.5511 | 0.8279 | 0.9099 |
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- | No log | 6.3077 | 246 | 0.8199 | 0.5487 | 0.8199 | 0.9055 |
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- | No log | 6.3590 | 248 | 0.8153 | 0.5536 | 0.8153 | 0.9029 |
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- | No log | 6.4103 | 250 | 0.8251 | 0.5769 | 0.8251 | 0.9083 |
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- | No log | 6.4615 | 252 | 0.8421 | 0.5487 | 0.8421 | 0.9177 |
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- | No log | 6.5128 | 254 | 0.8600 | 0.5121 | 0.8600 | 0.9274 |
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- | No log | 6.5641 | 256 | 0.8629 | 0.5121 | 0.8629 | 0.9289 |
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- | No log | 6.6154 | 258 | 0.8851 | 0.5565 | 0.8851 | 0.9408 |
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- | No log | 6.6667 | 260 | 0.9405 | 0.5483 | 0.9405 | 0.9698 |
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- | No log | 6.7179 | 262 | 0.9465 | 0.5757 | 0.9465 | 0.9729 |
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- | No log | 6.7692 | 264 | 0.9372 | 0.4553 | 0.9372 | 0.9681 |
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- | No log | 6.8205 | 266 | 0.9807 | 0.4796 | 0.9807 | 0.9903 |
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- | No log | 6.8718 | 268 | 1.0134 | 0.4722 | 1.0134 | 1.0067 |
186
- | No log | 6.9231 | 270 | 1.0257 | 0.4985 | 1.0257 | 1.0128 |
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- | No log | 6.9744 | 272 | 1.0538 | 0.4972 | 1.0538 | 1.0265 |
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- | No log | 7.0256 | 274 | 1.0171 | 0.4642 | 1.0171 | 1.0085 |
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- | No log | 7.0769 | 276 | 0.9965 | 0.4778 | 0.9965 | 0.9982 |
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- | No log | 7.1282 | 278 | 1.0382 | 0.4587 | 1.0382 | 1.0189 |
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- | No log | 7.1795 | 280 | 1.0656 | 0.4384 | 1.0656 | 1.0323 |
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- | No log | 7.2308 | 282 | 0.9435 | 0.5037 | 0.9435 | 0.9714 |
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- | No log | 7.2821 | 284 | 0.9244 | 0.4606 | 0.9244 | 0.9614 |
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- | No log | 7.3333 | 286 | 0.9263 | 0.4606 | 0.9263 | 0.9624 |
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- | No log | 7.3846 | 288 | 0.8903 | 0.5487 | 0.8903 | 0.9436 |
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- | No log | 7.4359 | 290 | 0.8512 | 0.5401 | 0.8512 | 0.9226 |
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- | No log | 7.4872 | 292 | 0.7912 | 0.5361 | 0.7912 | 0.8895 |
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- | No log | 7.5385 | 294 | 0.7980 | 0.5261 | 0.7980 | 0.8933 |
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- | No log | 7.5897 | 296 | 0.8616 | 0.4937 | 0.8616 | 0.9282 |
200
- | No log | 7.6410 | 298 | 0.8720 | 0.5423 | 0.8720 | 0.9338 |
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- | No log | 7.6923 | 300 | 0.8073 | 0.6160 | 0.8073 | 0.8985 |
202
- | No log | 7.7436 | 302 | 0.7968 | 0.5172 | 0.7968 | 0.8926 |
203
- | No log | 7.7949 | 304 | 0.7998 | 0.5150 | 0.7998 | 0.8943 |
204
- | No log | 7.8462 | 306 | 0.8037 | 0.6234 | 0.8037 | 0.8965 |
205
- | No log | 7.8974 | 308 | 0.8518 | 0.5458 | 0.8518 | 0.9229 |
206
- | No log | 7.9487 | 310 | 0.8609 | 0.5390 | 0.8609 | 0.9279 |
207
- | No log | 8.0 | 312 | 0.8309 | 0.5411 | 0.8309 | 0.9115 |
208
- | No log | 8.0513 | 314 | 0.8270 | 0.5611 | 0.8270 | 0.9094 |
209
- | No log | 8.1026 | 316 | 0.8373 | 0.5587 | 0.8373 | 0.9150 |
210
- | No log | 8.1538 | 318 | 0.8152 | 0.5525 | 0.8152 | 0.9029 |
211
- | No log | 8.2051 | 320 | 0.8012 | 0.5439 | 0.8012 | 0.8951 |
212
- | No log | 8.2564 | 322 | 0.8239 | 0.5611 | 0.8239 | 0.9077 |
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- | No log | 8.3077 | 324 | 0.8701 | 0.5244 | 0.8701 | 0.9328 |
214
- | No log | 8.3590 | 326 | 0.9046 | 0.4914 | 0.9046 | 0.9511 |
215
- | No log | 8.4103 | 328 | 0.9061 | 0.4918 | 0.9061 | 0.9519 |
216
- | No log | 8.4615 | 330 | 0.8546 | 0.5253 | 0.8546 | 0.9244 |
217
- | No log | 8.5128 | 332 | 0.8032 | 0.5716 | 0.8032 | 0.8962 |
218
- | No log | 8.5641 | 334 | 0.8130 | 0.5770 | 0.8130 | 0.9017 |
219
- | No log | 8.6154 | 336 | 0.8108 | 0.5403 | 0.8108 | 0.9004 |
220
- | No log | 8.6667 | 338 | 0.8258 | 0.5451 | 0.8258 | 0.9088 |
221
- | No log | 8.7179 | 340 | 0.8308 | 0.5517 | 0.8308 | 0.9115 |
222
- | No log | 8.7692 | 342 | 0.8409 | 0.5887 | 0.8409 | 0.9170 |
223
- | No log | 8.8205 | 344 | 0.8431 | 0.5495 | 0.8431 | 0.9182 |
224
- | No log | 8.8718 | 346 | 0.8558 | 0.6121 | 0.8558 | 0.9251 |
225
- | No log | 8.9231 | 348 | 0.8730 | 0.5311 | 0.8730 | 0.9343 |
226
- | No log | 8.9744 | 350 | 0.8403 | 0.5545 | 0.8403 | 0.9167 |
227
- | No log | 9.0256 | 352 | 0.8393 | 0.5648 | 0.8393 | 0.9161 |
228
- | No log | 9.0769 | 354 | 0.8439 | 0.5713 | 0.8439 | 0.9186 |
229
- | No log | 9.1282 | 356 | 0.8544 | 0.5041 | 0.8544 | 0.9243 |
230
- | No log | 9.1795 | 358 | 0.8760 | 0.5476 | 0.8760 | 0.9360 |
231
- | No log | 9.2308 | 360 | 0.9213 | 0.4485 | 0.9213 | 0.9599 |
232
- | No log | 9.2821 | 362 | 0.9560 | 0.3897 | 0.9560 | 0.9777 |
233
- | No log | 9.3333 | 364 | 0.9304 | 0.4251 | 0.9304 | 0.9646 |
234
- | No log | 9.3846 | 366 | 0.8473 | 0.5781 | 0.8473 | 0.9205 |
235
- | No log | 9.4359 | 368 | 0.8051 | 0.5648 | 0.8051 | 0.8973 |
236
- | No log | 9.4872 | 370 | 0.8068 | 0.5954 | 0.8068 | 0.8982 |
237
- | No log | 9.5385 | 372 | 0.8220 | 0.5711 | 0.8220 | 0.9067 |
238
- | No log | 9.5897 | 374 | 0.8212 | 0.5884 | 0.8212 | 0.9062 |
239
- | No log | 9.6410 | 376 | 0.8241 | 0.5439 | 0.8241 | 0.9078 |
240
- | No log | 9.6923 | 378 | 0.8230 | 0.5884 | 0.8230 | 0.9072 |
241
- | No log | 9.7436 | 380 | 0.8121 | 0.5262 | 0.8121 | 0.9012 |
242
- | No log | 9.7949 | 382 | 0.8170 | 0.4652 | 0.8170 | 0.9039 |
243
- | No log | 9.8462 | 384 | 0.8240 | 0.4847 | 0.8240 | 0.9077 |
244
- | No log | 9.8974 | 386 | 0.8332 | 0.4813 | 0.8332 | 0.9128 |
245
- | No log | 9.9487 | 388 | 0.8876 | 0.4363 | 0.8876 | 0.9421 |
246
- | No log | 10.0 | 390 | 0.9376 | 0.4078 | 0.9376 | 0.9683 |
247
- | No log | 10.0513 | 392 | 0.9218 | 0.4300 | 0.9218 | 0.9601 |
248
- | No log | 10.1026 | 394 | 0.8880 | 0.5489 | 0.8880 | 0.9423 |
249
- | No log | 10.1538 | 396 | 0.8757 | 0.4792 | 0.8757 | 0.9358 |
250
- | No log | 10.2051 | 398 | 0.9049 | 0.4556 | 0.9049 | 0.9513 |
251
- | No log | 10.2564 | 400 | 0.9025 | 0.4556 | 0.9025 | 0.9500 |
252
- | No log | 10.3077 | 402 | 0.8657 | 0.4731 | 0.8657 | 0.9304 |
253
- | No log | 10.3590 | 404 | 0.8800 | 0.5220 | 0.8800 | 0.9381 |
254
- | No log | 10.4103 | 406 | 1.0756 | 0.4813 | 1.0756 | 1.0371 |
255
- | No log | 10.4615 | 408 | 1.1126 | 0.4611 | 1.1126 | 1.0548 |
256
- | No log | 10.5128 | 410 | 1.0140 | 0.5258 | 1.0140 | 1.0070 |
257
- | No log | 10.5641 | 412 | 0.9569 | 0.4546 | 0.9569 | 0.9782 |
258
- | No log | 10.6154 | 414 | 0.8983 | 0.4572 | 0.8983 | 0.9478 |
259
- | No log | 10.6667 | 416 | 0.8792 | 0.4145 | 0.8792 | 0.9377 |
260
- | No log | 10.7179 | 418 | 0.8794 | 0.3983 | 0.8794 | 0.9378 |
261
- | No log | 10.7692 | 420 | 0.8890 | 0.3583 | 0.8890 | 0.9429 |
262
- | No log | 10.8205 | 422 | 0.8920 | 0.4023 | 0.8920 | 0.9444 |
263
- | No log | 10.8718 | 424 | 0.8967 | 0.3858 | 0.8967 | 0.9469 |
264
- | No log | 10.9231 | 426 | 0.9127 | 0.4547 | 0.9127 | 0.9553 |
265
- | No log | 10.9744 | 428 | 0.9377 | 0.4523 | 0.9377 | 0.9683 |
266
- | No log | 11.0256 | 430 | 0.9553 | 0.4583 | 0.9553 | 0.9774 |
267
- | No log | 11.0769 | 432 | 0.9440 | 0.4597 | 0.9440 | 0.9716 |
268
- | No log | 11.1282 | 434 | 0.9346 | 0.4405 | 0.9346 | 0.9668 |
269
- | No log | 11.1795 | 436 | 0.9351 | 0.3885 | 0.9351 | 0.9670 |
270
- | No log | 11.2308 | 438 | 0.9271 | 0.3787 | 0.9271 | 0.9629 |
271
- | No log | 11.2821 | 440 | 0.9529 | 0.4754 | 0.9529 | 0.9762 |
272
- | No log | 11.3333 | 442 | 1.0241 | 0.4583 | 1.0241 | 1.0120 |
273
- | No log | 11.3846 | 444 | 1.0302 | 0.4972 | 1.0302 | 1.0150 |
274
- | No log | 11.4359 | 446 | 0.9804 | 0.4485 | 0.9804 | 0.9902 |
275
- | No log | 11.4872 | 448 | 0.8863 | 0.4579 | 0.8863 | 0.9414 |
276
- | No log | 11.5385 | 450 | 0.8661 | 0.3701 | 0.8661 | 0.9306 |
277
- | No log | 11.5897 | 452 | 0.8541 | 0.4232 | 0.8541 | 0.9242 |
278
- | No log | 11.6410 | 454 | 0.8352 | 0.5259 | 0.8352 | 0.9139 |
279
- | No log | 11.6923 | 456 | 0.8276 | 0.4805 | 0.8276 | 0.9097 |
280
- | No log | 11.7436 | 458 | 0.8107 | 0.5686 | 0.8107 | 0.9004 |
281
- | No log | 11.7949 | 460 | 0.8135 | 0.5115 | 0.8135 | 0.9019 |
282
- | No log | 11.8462 | 462 | 0.8182 | 0.5180 | 0.8182 | 0.9045 |
283
- | No log | 11.8974 | 464 | 0.7954 | 0.4728 | 0.7954 | 0.8919 |
284
- | No log | 11.9487 | 466 | 0.8091 | 0.5239 | 0.8091 | 0.8995 |
285
- | No log | 12.0 | 468 | 0.8580 | 0.5339 | 0.8580 | 0.9263 |
286
- | No log | 12.0513 | 470 | 0.8799 | 0.5493 | 0.8799 | 0.9380 |
287
- | No log | 12.1026 | 472 | 0.8428 | 0.4794 | 0.8428 | 0.9180 |
288
- | No log | 12.1538 | 474 | 0.8024 | 0.5165 | 0.8024 | 0.8957 |
289
- | No log | 12.2051 | 476 | 0.8223 | 0.4872 | 0.8223 | 0.9068 |
290
- | No log | 12.2564 | 478 | 0.8563 | 0.5167 | 0.8563 | 0.9254 |
291
- | No log | 12.3077 | 480 | 0.8385 | 0.4992 | 0.8385 | 0.9157 |
292
- | No log | 12.3590 | 482 | 0.8180 | 0.6041 | 0.8180 | 0.9044 |
293
- | No log | 12.4103 | 484 | 0.8271 | 0.5621 | 0.8271 | 0.9094 |
294
- | No log | 12.4615 | 486 | 0.8343 | 0.5532 | 0.8343 | 0.9134 |
295
- | No log | 12.5128 | 488 | 0.8257 | 0.6041 | 0.8257 | 0.9087 |
296
- | No log | 12.5641 | 490 | 0.8058 | 0.5556 | 0.8058 | 0.8977 |
297
- | No log | 12.6154 | 492 | 0.8041 | 0.4160 | 0.8041 | 0.8967 |
298
- | No log | 12.6667 | 494 | 0.8162 | 0.4061 | 0.8162 | 0.9035 |
299
- | No log | 12.7179 | 496 | 0.8163 | 0.4064 | 0.8163 | 0.9035 |
300
- | No log | 12.7692 | 498 | 0.8144 | 0.5213 | 0.8144 | 0.9024 |
301
- | 0.3935 | 12.8205 | 500 | 0.8640 | 0.5291 | 0.8640 | 0.9295 |
302
- | 0.3935 | 12.8718 | 502 | 0.9597 | 0.5322 | 0.9597 | 0.9796 |
303
- | 0.3935 | 12.9231 | 504 | 0.9795 | 0.5124 | 0.9795 | 0.9897 |
304
- | 0.3935 | 12.9744 | 506 | 0.9569 | 0.5183 | 0.9569 | 0.9782 |
305
- | 0.3935 | 13.0256 | 508 | 0.9114 | 0.5339 | 0.9114 | 0.9547 |
306
- | 0.3935 | 13.0769 | 510 | 0.8651 | 0.5259 | 0.8651 | 0.9301 |
307
- | 0.3935 | 13.1282 | 512 | 0.8662 | 0.5220 | 0.8662 | 0.9307 |
308
- | 0.3935 | 13.1795 | 514 | 0.8976 | 0.5185 | 0.8976 | 0.9474 |
309
- | 0.3935 | 13.2308 | 516 | 1.0134 | 0.5534 | 1.0134 | 1.0067 |
310
- | 0.3935 | 13.2821 | 518 | 1.1214 | 0.4846 | 1.1214 | 1.0590 |
311
- | 0.3935 | 13.3333 | 520 | 1.0645 | 0.5334 | 1.0645 | 1.0317 |
312
- | 0.3935 | 13.3846 | 522 | 0.9586 | 0.5280 | 0.9586 | 0.9791 |
313
- | 0.3935 | 13.4359 | 524 | 0.8836 | 0.4889 | 0.8836 | 0.9400 |
314
- | 0.3935 | 13.4872 | 526 | 0.8832 | 0.4902 | 0.8832 | 0.9398 |
315
- | 0.3935 | 13.5385 | 528 | 0.8861 | 0.4902 | 0.8861 | 0.9413 |
316
- | 0.3935 | 13.5897 | 530 | 0.9022 | 0.4902 | 0.9022 | 0.9498 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
317
 
318
 
319
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k9_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k9_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: 0.9760
19
+ - Qwk: 0.2991
20
+ - Mse: 0.9760
21
+ - Rmse: 0.9879
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0625 | 2 | 4.5661 | -0.0103 | 4.5661 | 2.1368 |
53
+ | No log | 0.125 | 4 | 2.7004 | -0.0040 | 2.7004 | 1.6433 |
54
+ | No log | 0.1875 | 6 | 2.0998 | -0.0233 | 2.0998 | 1.4491 |
55
+ | No log | 0.25 | 8 | 1.7543 | 0.0 | 1.7543 | 1.3245 |
56
+ | No log | 0.3125 | 10 | 1.5769 | 0.0732 | 1.5769 | 1.2558 |
57
+ | No log | 0.375 | 12 | 1.5001 | 0.0210 | 1.5001 | 1.2248 |
58
+ | No log | 0.4375 | 14 | 1.5465 | -0.0300 | 1.5465 | 1.2436 |
59
+ | No log | 0.5 | 16 | 1.8719 | -0.0149 | 1.8719 | 1.3682 |
60
+ | No log | 0.5625 | 18 | 1.8583 | -0.0149 | 1.8583 | 1.3632 |
61
+ | No log | 0.625 | 20 | 1.6539 | -0.0149 | 1.6539 | 1.2860 |
62
+ | No log | 0.6875 | 22 | 1.4343 | 0.0750 | 1.4343 | 1.1976 |
63
+ | No log | 0.75 | 24 | 1.2966 | 0.1587 | 1.2966 | 1.1387 |
64
+ | No log | 0.8125 | 26 | 1.2520 | 0.2161 | 1.2520 | 1.1189 |
65
+ | No log | 0.875 | 28 | 1.2810 | 0.1974 | 1.2810 | 1.1318 |
66
+ | No log | 0.9375 | 30 | 1.3079 | 0.2161 | 1.3079 | 1.1436 |
67
+ | No log | 1.0 | 32 | 1.3152 | 0.1679 | 1.3152 | 1.1468 |
68
+ | No log | 1.0625 | 34 | 1.5535 | 0.0575 | 1.5535 | 1.2464 |
69
+ | No log | 1.125 | 36 | 1.6949 | 0.0832 | 1.6949 | 1.3019 |
70
+ | No log | 1.1875 | 38 | 1.6372 | 0.1169 | 1.6372 | 1.2795 |
71
+ | No log | 1.25 | 40 | 1.3047 | 0.2161 | 1.3047 | 1.1422 |
72
+ | No log | 1.3125 | 42 | 1.2306 | 0.1772 | 1.2306 | 1.1093 |
73
+ | No log | 1.375 | 44 | 1.2377 | 0.1472 | 1.2377 | 1.1125 |
74
+ | No log | 1.4375 | 46 | 1.3611 | 0.1288 | 1.3611 | 1.1667 |
75
+ | No log | 1.5 | 48 | 1.7029 | 0.1325 | 1.7029 | 1.3050 |
76
+ | No log | 1.5625 | 50 | 1.9886 | 0.0887 | 1.9886 | 1.4102 |
77
+ | No log | 1.625 | 52 | 1.6975 | 0.0789 | 1.6975 | 1.3029 |
78
+ | No log | 1.6875 | 54 | 1.9971 | -0.0044 | 1.9971 | 1.4132 |
79
+ | No log | 1.75 | 56 | 1.9662 | 0.0023 | 1.9662 | 1.4022 |
80
+ | No log | 1.8125 | 58 | 1.4321 | 0.0750 | 1.4321 | 1.1967 |
81
+ | No log | 1.875 | 60 | 1.2962 | 0.0210 | 1.2962 | 1.1385 |
82
+ | No log | 1.9375 | 62 | 1.7402 | 0.0936 | 1.7402 | 1.3192 |
83
+ | No log | 2.0 | 64 | 1.7749 | 0.1169 | 1.7749 | 1.3323 |
84
+ | No log | 2.0625 | 66 | 1.4020 | 0.1495 | 1.4020 | 1.1841 |
85
+ | No log | 2.125 | 68 | 1.1985 | 0.2203 | 1.1985 | 1.0947 |
86
+ | No log | 2.1875 | 70 | 1.1011 | 0.3135 | 1.1011 | 1.0493 |
87
+ | No log | 2.25 | 72 | 1.0838 | 0.3135 | 1.0838 | 1.0410 |
88
+ | No log | 2.3125 | 74 | 1.1131 | 0.2935 | 1.1131 | 1.0550 |
89
+ | No log | 2.375 | 76 | 1.3206 | 0.1570 | 1.3206 | 1.1492 |
90
+ | No log | 2.4375 | 78 | 1.4075 | 0.1674 | 1.4075 | 1.1864 |
91
+ | No log | 2.5 | 80 | 1.3093 | 0.1283 | 1.3093 | 1.1442 |
92
+ | No log | 2.5625 | 82 | 1.1038 | 0.3287 | 1.1038 | 1.0506 |
93
+ | No log | 2.625 | 84 | 1.0581 | 0.3179 | 1.0581 | 1.0286 |
94
+ | No log | 2.6875 | 86 | 1.0848 | 0.3224 | 1.0848 | 1.0415 |
95
+ | No log | 2.75 | 88 | 1.1256 | 0.3009 | 1.1256 | 1.0609 |
96
+ | No log | 2.8125 | 90 | 1.1044 | 0.3009 | 1.1044 | 1.0509 |
97
+ | No log | 2.875 | 92 | 1.1969 | 0.1730 | 1.1969 | 1.0940 |
98
+ | No log | 2.9375 | 94 | 1.1770 | 0.2243 | 1.1770 | 1.0849 |
99
+ | No log | 3.0 | 96 | 1.0984 | 0.2672 | 1.0984 | 1.0480 |
100
+ | No log | 3.0625 | 98 | 1.1561 | 0.2382 | 1.1561 | 1.0752 |
101
+ | No log | 3.125 | 100 | 1.1344 | 0.2388 | 1.1344 | 1.0651 |
102
+ | No log | 3.1875 | 102 | 1.0454 | 0.3558 | 1.0454 | 1.0225 |
103
+ | No log | 3.25 | 104 | 1.0480 | 0.3394 | 1.0480 | 1.0237 |
104
+ | No log | 3.3125 | 106 | 1.1668 | 0.2054 | 1.1668 | 1.0802 |
105
+ | No log | 3.375 | 108 | 1.2855 | 0.1756 | 1.2855 | 1.1338 |
106
+ | No log | 3.4375 | 110 | 1.2531 | 0.1972 | 1.2531 | 1.1194 |
107
+ | No log | 3.5 | 112 | 1.2202 | 0.2295 | 1.2202 | 1.1046 |
108
+ | No log | 3.5625 | 114 | 1.2345 | 0.2295 | 1.2345 | 1.1111 |
109
+ | No log | 3.625 | 116 | 1.3029 | 0.2289 | 1.3029 | 1.1414 |
110
+ | No log | 3.6875 | 118 | 1.1927 | 0.1966 | 1.1927 | 1.0921 |
111
+ | No log | 3.75 | 120 | 1.1434 | 0.2380 | 1.1434 | 1.0693 |
112
+ | No log | 3.8125 | 122 | 1.1348 | 0.2499 | 1.1348 | 1.0653 |
113
+ | No log | 3.875 | 124 | 1.0954 | 0.2993 | 1.0954 | 1.0466 |
114
+ | No log | 3.9375 | 126 | 1.0415 | 0.4100 | 1.0415 | 1.0205 |
115
+ | No log | 4.0 | 128 | 1.0324 | 0.3584 | 1.0324 | 1.0161 |
116
+ | No log | 4.0625 | 130 | 0.9937 | 0.4066 | 0.9937 | 0.9968 |
117
+ | No log | 4.125 | 132 | 1.0443 | 0.3127 | 1.0443 | 1.0219 |
118
+ | No log | 4.1875 | 134 | 0.9710 | 0.3897 | 0.9710 | 0.9854 |
119
+ | No log | 4.25 | 136 | 0.8947 | 0.4159 | 0.8947 | 0.9459 |
120
+ | No log | 4.3125 | 138 | 0.9088 | 0.4197 | 0.9088 | 0.9533 |
121
+ | No log | 4.375 | 140 | 0.8999 | 0.3458 | 0.8999 | 0.9486 |
122
+ | No log | 4.4375 | 142 | 0.9776 | 0.3924 | 0.9776 | 0.9887 |
123
+ | No log | 4.5 | 144 | 1.1527 | 0.3169 | 1.1527 | 1.0736 |
124
+ | No log | 4.5625 | 146 | 1.0142 | 0.4690 | 1.0142 | 1.0071 |
125
+ | No log | 4.625 | 148 | 0.8659 | 0.4356 | 0.8659 | 0.9305 |
126
+ | No log | 4.6875 | 150 | 1.1615 | 0.2450 | 1.1615 | 1.0777 |
127
+ | No log | 4.75 | 152 | 1.2445 | 0.2333 | 1.2445 | 1.1156 |
128
+ | No log | 4.8125 | 154 | 1.0892 | 0.3415 | 1.0892 | 1.0436 |
129
+ | No log | 4.875 | 156 | 0.9072 | 0.4397 | 0.9072 | 0.9525 |
130
+ | No log | 4.9375 | 158 | 0.9109 | 0.4847 | 0.9109 | 0.9544 |
131
+ | No log | 5.0 | 160 | 1.0731 | 0.3052 | 1.0731 | 1.0359 |
132
+ | No log | 5.0625 | 162 | 1.0953 | 0.3144 | 1.0953 | 1.0466 |
133
+ | No log | 5.125 | 164 | 1.0954 | 0.3188 | 1.0954 | 1.0466 |
134
+ | No log | 5.1875 | 166 | 1.0413 | 0.3452 | 1.0413 | 1.0204 |
135
+ | No log | 5.25 | 168 | 0.9326 | 0.3747 | 0.9326 | 0.9657 |
136
+ | No log | 5.3125 | 170 | 0.8957 | 0.4203 | 0.8957 | 0.9464 |
137
+ | No log | 5.375 | 172 | 0.8784 | 0.4676 | 0.8784 | 0.9372 |
138
+ | No log | 5.4375 | 174 | 0.8343 | 0.3796 | 0.8343 | 0.9134 |
139
+ | No log | 5.5 | 176 | 0.8796 | 0.4 | 0.8796 | 0.9379 |
140
+ | No log | 5.5625 | 178 | 1.0274 | 0.4136 | 1.0274 | 1.0136 |
141
+ | No log | 5.625 | 180 | 0.8825 | 0.4234 | 0.8825 | 0.9394 |
142
+ | No log | 5.6875 | 182 | 0.8754 | 0.4724 | 0.8754 | 0.9356 |
143
+ | No log | 5.75 | 184 | 0.9140 | 0.4565 | 0.9140 | 0.9561 |
144
+ | No log | 5.8125 | 186 | 0.9094 | 0.4139 | 0.9094 | 0.9536 |
145
+ | No log | 5.875 | 188 | 0.9629 | 0.4522 | 0.9629 | 0.9813 |
146
+ | No log | 5.9375 | 190 | 0.9268 | 0.3902 | 0.9268 | 0.9627 |
147
+ | No log | 6.0 | 192 | 0.9689 | 0.4373 | 0.9689 | 0.9843 |
148
+ | No log | 6.0625 | 194 | 0.9664 | 0.4064 | 0.9664 | 0.9831 |
149
+ | No log | 6.125 | 196 | 0.9792 | 0.4139 | 0.9792 | 0.9895 |
150
+ | No log | 6.1875 | 198 | 0.9698 | 0.3804 | 0.9698 | 0.9848 |
151
+ | No log | 6.25 | 200 | 0.9715 | 0.4102 | 0.9715 | 0.9857 |
152
+ | No log | 6.3125 | 202 | 0.9474 | 0.3948 | 0.9474 | 0.9733 |
153
+ | No log | 6.375 | 204 | 0.9553 | 0.4102 | 0.9553 | 0.9774 |
154
+ | No log | 6.4375 | 206 | 0.9548 | 0.3983 | 0.9548 | 0.9771 |
155
+ | No log | 6.5 | 208 | 0.9716 | 0.3885 | 0.9716 | 0.9857 |
156
+ | No log | 6.5625 | 210 | 0.9916 | 0.3555 | 0.9916 | 0.9958 |
157
+ | No log | 6.625 | 212 | 1.0015 | 0.4612 | 1.0015 | 1.0007 |
158
+ | No log | 6.6875 | 214 | 1.2461 | 0.3023 | 1.2461 | 1.1163 |
159
+ | No log | 6.75 | 216 | 1.2318 | 0.3184 | 1.2318 | 1.1099 |
160
+ | No log | 6.8125 | 218 | 1.0234 | 0.3468 | 1.0234 | 1.0117 |
161
+ | No log | 6.875 | 220 | 1.1015 | 0.3370 | 1.1015 | 1.0495 |
162
+ | No log | 6.9375 | 222 | 1.0966 | 0.2851 | 1.0966 | 1.0472 |
163
+ | No log | 7.0 | 224 | 0.9832 | 0.3552 | 0.9832 | 0.9916 |
164
+ | No log | 7.0625 | 226 | 1.0788 | 0.2409 | 1.0788 | 1.0387 |
165
+ | No log | 7.125 | 228 | 1.0759 | 0.2409 | 1.0759 | 1.0373 |
166
+ | No log | 7.1875 | 230 | 1.0060 | 0.3463 | 1.0060 | 1.0030 |
167
+ | No log | 7.25 | 232 | 0.9669 | 0.3522 | 0.9669 | 0.9833 |
168
+ | No log | 7.3125 | 234 | 0.9829 | 0.3608 | 0.9829 | 0.9914 |
169
+ | No log | 7.375 | 236 | 0.9917 | 0.3511 | 0.9917 | 0.9959 |
170
+ | No log | 7.4375 | 238 | 0.9961 | 0.4405 | 0.9961 | 0.9980 |
171
+ | No log | 7.5 | 240 | 1.0419 | 0.4019 | 1.0419 | 1.0207 |
172
+ | No log | 7.5625 | 242 | 1.1983 | 0.3404 | 1.1983 | 1.0947 |
173
+ | No log | 7.625 | 244 | 1.2573 | 0.3390 | 1.2573 | 1.1213 |
174
+ | No log | 7.6875 | 246 | 1.1618 | 0.2997 | 1.1618 | 1.0779 |
175
+ | No log | 7.75 | 248 | 1.1051 | 0.2583 | 1.1051 | 1.0513 |
176
+ | No log | 7.8125 | 250 | 1.0581 | 0.3105 | 1.0581 | 1.0286 |
177
+ | No log | 7.875 | 252 | 1.0524 | 0.3152 | 1.0524 | 1.0259 |
178
+ | No log | 7.9375 | 254 | 1.0827 | 0.3152 | 1.0827 | 1.0405 |
179
+ | No log | 8.0 | 256 | 1.1157 | 0.2811 | 1.1157 | 1.0563 |
180
+ | No log | 8.0625 | 258 | 1.0793 | 0.3724 | 1.0793 | 1.0389 |
181
+ | No log | 8.125 | 260 | 1.0571 | 0.3036 | 1.0571 | 1.0281 |
182
+ | No log | 8.1875 | 262 | 1.0578 | 0.2776 | 1.0578 | 1.0285 |
183
+ | No log | 8.25 | 264 | 1.0164 | 0.3705 | 1.0164 | 1.0082 |
184
+ | No log | 8.3125 | 266 | 1.0450 | 0.3841 | 1.0450 | 1.0223 |
185
+ | No log | 8.375 | 268 | 1.0599 | 0.4019 | 1.0599 | 1.0295 |
186
+ | No log | 8.4375 | 270 | 1.0738 | 0.3509 | 1.0738 | 1.0362 |
187
+ | No log | 8.5 | 272 | 1.1698 | 0.3278 | 1.1698 | 1.0816 |
188
+ | No log | 8.5625 | 274 | 1.2204 | 0.2660 | 1.2204 | 1.1047 |
189
+ | No log | 8.625 | 276 | 1.1856 | 0.1876 | 1.1856 | 1.0889 |
190
+ | No log | 8.6875 | 278 | 1.1311 | 0.3641 | 1.1311 | 1.0635 |
191
+ | No log | 8.75 | 280 | 1.1176 | 0.4110 | 1.1176 | 1.0572 |
192
+ | No log | 8.8125 | 282 | 1.0059 | 0.4401 | 1.0059 | 1.0030 |
193
+ | No log | 8.875 | 284 | 0.9833 | 0.4026 | 0.9833 | 0.9916 |
194
+ | No log | 8.9375 | 286 | 0.9660 | 0.4084 | 0.9660 | 0.9829 |
195
+ | No log | 9.0 | 288 | 0.9674 | 0.4278 | 0.9674 | 0.9836 |
196
+ | No log | 9.0625 | 290 | 1.0337 | 0.4031 | 1.0337 | 1.0167 |
197
+ | No log | 9.125 | 292 | 1.0152 | 0.4202 | 1.0152 | 1.0076 |
198
+ | No log | 9.1875 | 294 | 0.9855 | 0.5154 | 0.9855 | 0.9927 |
199
+ | No log | 9.25 | 296 | 0.9706 | 0.5154 | 0.9706 | 0.9852 |
200
+ | No log | 9.3125 | 298 | 0.9725 | 0.5154 | 0.9725 | 0.9861 |
201
+ | No log | 9.375 | 300 | 0.9672 | 0.4948 | 0.9672 | 0.9835 |
202
+ | No log | 9.4375 | 302 | 0.9626 | 0.3511 | 0.9626 | 0.9811 |
203
+ | No log | 9.5 | 304 | 1.0057 | 0.3919 | 1.0057 | 1.0028 |
204
+ | No log | 9.5625 | 306 | 1.0152 | 0.3297 | 1.0152 | 1.0076 |
205
+ | No log | 9.625 | 308 | 1.0175 | 0.3166 | 1.0175 | 1.0087 |
206
+ | No log | 9.6875 | 310 | 1.0019 | 0.3476 | 1.0019 | 1.0010 |
207
+ | No log | 9.75 | 312 | 0.9688 | 0.4349 | 0.9688 | 0.9843 |
208
+ | No log | 9.8125 | 314 | 1.0582 | 0.3802 | 1.0582 | 1.0287 |
209
+ | No log | 9.875 | 316 | 1.0679 | 0.4028 | 1.0679 | 1.0334 |
210
+ | No log | 9.9375 | 318 | 0.9964 | 0.3463 | 0.9964 | 0.9982 |
211
+ | No log | 10.0 | 320 | 0.9875 | 0.2733 | 0.9875 | 0.9937 |
212
+ | No log | 10.0625 | 322 | 0.9817 | 0.2942 | 0.9817 | 0.9908 |
213
+ | No log | 10.125 | 324 | 0.9857 | 0.3069 | 0.9857 | 0.9928 |
214
+ | No log | 10.1875 | 326 | 1.0100 | 0.3191 | 1.0100 | 1.0050 |
215
+ | No log | 10.25 | 328 | 0.9920 | 0.3652 | 0.9920 | 0.9960 |
216
+ | No log | 10.3125 | 330 | 1.0122 | 0.3652 | 1.0122 | 1.0061 |
217
+ | No log | 10.375 | 332 | 1.0267 | 0.3596 | 1.0267 | 1.0133 |
218
+ | No log | 10.4375 | 334 | 1.0233 | 0.3552 | 1.0233 | 1.0116 |
219
+ | No log | 10.5 | 336 | 0.9981 | 0.3552 | 0.9981 | 0.9991 |
220
+ | No log | 10.5625 | 338 | 1.0399 | 0.3436 | 1.0399 | 1.0198 |
221
+ | No log | 10.625 | 340 | 1.0471 | 0.3225 | 1.0471 | 1.0233 |
222
+ | No log | 10.6875 | 342 | 0.9551 | 0.4568 | 0.9551 | 0.9773 |
223
+ | No log | 10.75 | 344 | 0.9198 | 0.4079 | 0.9198 | 0.9591 |
224
+ | No log | 10.8125 | 346 | 0.9236 | 0.4079 | 0.9236 | 0.9610 |
225
+ | No log | 10.875 | 348 | 0.9285 | 0.3552 | 0.9285 | 0.9636 |
226
+ | No log | 10.9375 | 350 | 0.9821 | 0.4337 | 0.9821 | 0.9910 |
227
+ | No log | 11.0 | 352 | 0.9839 | 0.4048 | 0.9839 | 0.9919 |
228
+ | No log | 11.0625 | 354 | 0.9831 | 0.3650 | 0.9831 | 0.9915 |
229
+ | No log | 11.125 | 356 | 1.0629 | 0.4335 | 1.0629 | 1.0310 |
230
+ | No log | 11.1875 | 358 | 1.1076 | 0.3963 | 1.1076 | 1.0524 |
231
+ | No log | 11.25 | 360 | 1.0057 | 0.2966 | 1.0057 | 1.0028 |
232
+ | No log | 11.3125 | 362 | 0.9772 | 0.3552 | 0.9772 | 0.9886 |
233
+ | No log | 11.375 | 364 | 0.9963 | 0.3363 | 0.9963 | 0.9982 |
234
+ | No log | 11.4375 | 366 | 0.9684 | 0.3392 | 0.9684 | 0.9841 |
235
+ | No log | 11.5 | 368 | 0.9582 | 0.3290 | 0.9582 | 0.9789 |
236
+ | No log | 11.5625 | 370 | 1.0075 | 0.4027 | 1.0075 | 1.0037 |
237
+ | No log | 11.625 | 372 | 0.9814 | 0.4301 | 0.9814 | 0.9907 |
238
+ | No log | 11.6875 | 374 | 0.9437 | 0.3804 | 0.9437 | 0.9714 |
239
+ | No log | 11.75 | 376 | 0.9808 | 0.5124 | 0.9808 | 0.9904 |
240
+ | No log | 11.8125 | 378 | 0.9735 | 0.4476 | 0.9735 | 0.9867 |
241
+ | No log | 11.875 | 380 | 0.9618 | 0.3852 | 0.9618 | 0.9807 |
242
+ | No log | 11.9375 | 382 | 0.9922 | 0.4328 | 0.9922 | 0.9961 |
243
+ | No log | 12.0 | 384 | 0.9900 | 0.3836 | 0.9900 | 0.9950 |
244
+ | No log | 12.0625 | 386 | 0.9749 | 0.3608 | 0.9749 | 0.9874 |
245
+ | No log | 12.125 | 388 | 0.9610 | 0.3852 | 0.9610 | 0.9803 |
246
+ | No log | 12.1875 | 390 | 0.9571 | 0.3852 | 0.9571 | 0.9783 |
247
+ | No log | 12.25 | 392 | 0.9600 | 0.3852 | 0.9600 | 0.9798 |
248
+ | No log | 12.3125 | 394 | 0.9658 | 0.4045 | 0.9658 | 0.9828 |
249
+ | No log | 12.375 | 396 | 0.9855 | 0.3674 | 0.9855 | 0.9927 |
250
+ | No log | 12.4375 | 398 | 1.0652 | 0.4037 | 1.0652 | 1.0321 |
251
+ | No log | 12.5 | 400 | 1.0865 | 0.3317 | 1.0865 | 1.0424 |
252
+ | No log | 12.5625 | 402 | 1.0188 | 0.3237 | 1.0188 | 1.0094 |
253
+ | No log | 12.625 | 404 | 0.9577 | 0.3382 | 0.9577 | 0.9786 |
254
+ | No log | 12.6875 | 406 | 0.9877 | 0.3837 | 0.9877 | 0.9938 |
255
+ | No log | 12.75 | 408 | 1.0133 | 0.3783 | 1.0133 | 1.0066 |
256
+ | No log | 12.8125 | 410 | 0.9526 | 0.4542 | 0.9526 | 0.9760 |
257
+ | No log | 12.875 | 412 | 0.9098 | 0.3554 | 0.9098 | 0.9538 |
258
+ | No log | 12.9375 | 414 | 0.9145 | 0.3804 | 0.9145 | 0.9563 |
259
+ | No log | 13.0 | 416 | 0.9291 | 0.3552 | 0.9291 | 0.9639 |
260
+ | No log | 13.0625 | 418 | 0.9535 | 0.3327 | 0.9535 | 0.9765 |
261
+ | No log | 13.125 | 420 | 0.9590 | 0.2968 | 0.9590 | 0.9793 |
262
+ | No log | 13.1875 | 422 | 0.9619 | 0.3738 | 0.9619 | 0.9808 |
263
+ | No log | 13.25 | 424 | 0.9817 | 0.3879 | 0.9817 | 0.9908 |
264
+ | No log | 13.3125 | 426 | 0.9816 | 0.4159 | 0.9816 | 0.9908 |
265
+ | No log | 13.375 | 428 | 0.9675 | 0.3983 | 0.9675 | 0.9836 |
266
+ | No log | 13.4375 | 430 | 1.0239 | 0.3436 | 1.0239 | 1.0119 |
267
+ | No log | 13.5 | 432 | 1.0158 | 0.3902 | 1.0158 | 1.0079 |
268
+ | No log | 13.5625 | 434 | 0.9484 | 0.3327 | 0.9484 | 0.9739 |
269
+ | No log | 13.625 | 436 | 0.9266 | 0.3983 | 0.9266 | 0.9626 |
270
+ | No log | 13.6875 | 438 | 0.9448 | 0.4294 | 0.9448 | 0.9720 |
271
+ | No log | 13.75 | 440 | 0.9392 | 0.3983 | 0.9392 | 0.9691 |
272
+ | No log | 13.8125 | 442 | 0.9558 | 0.3327 | 0.9558 | 0.9777 |
273
+ | No log | 13.875 | 444 | 0.9613 | 0.3705 | 0.9613 | 0.9805 |
274
+ | No log | 13.9375 | 446 | 0.9423 | 0.3608 | 0.9423 | 0.9707 |
275
+ | No log | 14.0 | 448 | 0.9661 | 0.3781 | 0.9661 | 0.9829 |
276
+ | No log | 14.0625 | 450 | 0.9645 | 0.3827 | 0.9645 | 0.9821 |
277
+ | No log | 14.125 | 452 | 0.9086 | 0.4023 | 0.9086 | 0.9532 |
278
+ | No log | 14.1875 | 454 | 0.9059 | 0.4142 | 0.9059 | 0.9518 |
279
+ | No log | 14.25 | 456 | 0.9318 | 0.4931 | 0.9318 | 0.9653 |
280
+ | No log | 14.3125 | 458 | 0.9104 | 0.3552 | 0.9104 | 0.9541 |
281
+ | No log | 14.375 | 460 | 0.9249 | 0.3983 | 0.9249 | 0.9617 |
282
+ | No log | 14.4375 | 462 | 0.9435 | 0.3728 | 0.9435 | 0.9713 |
283
+ | No log | 14.5 | 464 | 1.0100 | 0.3381 | 1.0100 | 1.0050 |
284
+ | No log | 14.5625 | 466 | 1.0697 | 0.3682 | 1.0697 | 1.0342 |
285
+ | No log | 14.625 | 468 | 1.0102 | 0.3381 | 1.0102 | 1.0051 |
286
+ | No log | 14.6875 | 470 | 0.9492 | 0.3467 | 0.9492 | 0.9743 |
287
+ | No log | 14.75 | 472 | 0.9325 | 0.3652 | 0.9325 | 0.9657 |
288
+ | No log | 14.8125 | 474 | 0.9347 | 0.3608 | 0.9347 | 0.9668 |
289
+ | No log | 14.875 | 476 | 0.9505 | 0.3738 | 0.9505 | 0.9749 |
290
+ | No log | 14.9375 | 478 | 0.9874 | 0.3648 | 0.9874 | 0.9937 |
291
+ | No log | 15.0 | 480 | 0.9804 | 0.2966 | 0.9804 | 0.9902 |
292
+ | No log | 15.0625 | 482 | 0.9666 | 0.3738 | 0.9666 | 0.9831 |
293
+ | No log | 15.125 | 484 | 0.9763 | 0.3583 | 0.9763 | 0.9881 |
294
+ | No log | 15.1875 | 486 | 0.9686 | 0.3201 | 0.9686 | 0.9842 |
295
+ | No log | 15.25 | 488 | 0.9738 | 0.3404 | 0.9738 | 0.9868 |
296
+ | No log | 15.3125 | 490 | 1.0514 | 0.2912 | 1.0514 | 1.0254 |
297
+ | No log | 15.375 | 492 | 1.1230 | 0.3340 | 1.1230 | 1.0597 |
298
+ | No log | 15.4375 | 494 | 1.0912 | 0.3437 | 1.0912 | 1.0446 |
299
+ | No log | 15.5 | 496 | 1.0213 | 0.3291 | 1.0213 | 1.0106 |
300
+ | No log | 15.5625 | 498 | 0.9741 | 0.3095 | 0.9741 | 0.9870 |
301
+ | 0.3366 | 15.625 | 500 | 0.9501 | 0.3095 | 0.9501 | 0.9747 |
302
+ | 0.3366 | 15.6875 | 502 | 0.9168 | 0.3095 | 0.9168 | 0.9575 |
303
+ | 0.3366 | 15.75 | 504 | 0.8952 | 0.3902 | 0.8952 | 0.9462 |
304
+ | 0.3366 | 15.8125 | 506 | 0.8618 | 0.3756 | 0.8618 | 0.9283 |
305
+ | 0.3366 | 15.875 | 508 | 0.8584 | 0.4782 | 0.8584 | 0.9265 |
306
+ | 0.3366 | 15.9375 | 510 | 0.8572 | 0.4993 | 0.8572 | 0.9258 |
307
+ | 0.3366 | 16.0 | 512 | 0.8547 | 0.4256 | 0.8547 | 0.9245 |
308
+ | 0.3366 | 16.0625 | 514 | 0.8654 | 0.4256 | 0.8654 | 0.9303 |
309
+ | 0.3366 | 16.125 | 516 | 0.8957 | 0.4158 | 0.8957 | 0.9464 |
310
+ | 0.3366 | 16.1875 | 518 | 0.9319 | 0.3756 | 0.9319 | 0.9654 |
311
+ | 0.3366 | 16.25 | 520 | 0.9427 | 0.3558 | 0.9427 | 0.9709 |
312
+ | 0.3366 | 16.3125 | 522 | 0.9471 | 0.4118 | 0.9471 | 0.9732 |
313
+ | 0.3366 | 16.375 | 524 | 0.9620 | 0.3382 | 0.9620 | 0.9808 |
314
+ | 0.3366 | 16.4375 | 526 | 0.9802 | 0.3237 | 0.9802 | 0.9901 |
315
+ | 0.3366 | 16.5 | 528 | 1.0126 | 0.3337 | 1.0126 | 1.0063 |
316
+ | 0.3366 | 16.5625 | 530 | 1.0554 | 0.3262 | 1.0554 | 1.0273 |
317
+ | 0.3366 | 16.625 | 532 | 1.0683 | 0.2714 | 1.0683 | 1.0336 |
318
+ | 0.3366 | 16.6875 | 534 | 1.0254 | 0.3567 | 1.0254 | 1.0126 |
319
+ | 0.3366 | 16.75 | 536 | 0.9851 | 0.3608 | 0.9851 | 0.9925 |
320
+ | 0.3366 | 16.8125 | 538 | 0.9704 | 0.3608 | 0.9704 | 0.9851 |
321
+ | 0.3366 | 16.875 | 540 | 0.9566 | 0.3354 | 0.9566 | 0.9781 |
322
+ | 0.3366 | 16.9375 | 542 | 0.9680 | 0.3354 | 0.9680 | 0.9839 |
323
+ | 0.3366 | 17.0 | 544 | 1.0077 | 0.3039 | 1.0077 | 1.0039 |
324
+ | 0.3366 | 17.0625 | 546 | 1.0542 | 0.3104 | 1.0542 | 1.0268 |
325
+ | 0.3366 | 17.125 | 548 | 1.0507 | 0.3243 | 1.0507 | 1.0250 |
326
+ | 0.3366 | 17.1875 | 550 | 1.0361 | 0.3305 | 1.0361 | 1.0179 |
327
+ | 0.3366 | 17.25 | 552 | 0.9850 | 0.3354 | 0.9850 | 0.9925 |
328
+ | 0.3366 | 17.3125 | 554 | 0.9675 | 0.3552 | 0.9675 | 0.9836 |
329
+ | 0.3366 | 17.375 | 556 | 0.9488 | 0.3552 | 0.9488 | 0.9740 |
330
+ | 0.3366 | 17.4375 | 558 | 0.9131 | 0.3938 | 0.9131 | 0.9556 |
331
+ | 0.3366 | 17.5 | 560 | 0.8962 | 0.3869 | 0.8962 | 0.9467 |
332
+ | 0.3366 | 17.5625 | 562 | 0.9198 | 0.4247 | 0.9198 | 0.9591 |
333
+ | 0.3366 | 17.625 | 564 | 0.9215 | 0.4080 | 0.9215 | 0.9600 |
334
+ | 0.3366 | 17.6875 | 566 | 0.8615 | 0.4059 | 0.8615 | 0.9282 |
335
+ | 0.3366 | 17.75 | 568 | 0.8568 | 0.4079 | 0.8568 | 0.9256 |
336
+ | 0.3366 | 17.8125 | 570 | 0.9002 | 0.3854 | 0.9002 | 0.9488 |
337
+ | 0.3366 | 17.875 | 572 | 0.9185 | 0.4434 | 0.9185 | 0.9584 |
338
+ | 0.3366 | 17.9375 | 574 | 0.8828 | 0.3938 | 0.8828 | 0.9396 |
339
+ | 0.3366 | 18.0 | 576 | 0.8884 | 0.4197 | 0.8884 | 0.9425 |
340
+ | 0.3366 | 18.0625 | 578 | 0.9384 | 0.3852 | 0.9384 | 0.9687 |
341
+ | 0.3366 | 18.125 | 580 | 0.9492 | 0.4082 | 0.9492 | 0.9743 |
342
+ | 0.3366 | 18.1875 | 582 | 0.9388 | 0.4328 | 0.9388 | 0.9689 |
343
+ | 0.3366 | 18.25 | 584 | 0.9364 | 0.4023 | 0.9364 | 0.9677 |
344
+ | 0.3366 | 18.3125 | 586 | 0.9460 | 0.3483 | 0.9460 | 0.9726 |
345
+ | 0.3366 | 18.375 | 588 | 0.9561 | 0.3066 | 0.9561 | 0.9778 |
346
+ | 0.3366 | 18.4375 | 590 | 0.9613 | 0.3095 | 0.9613 | 0.9805 |
347
+ | 0.3366 | 18.5 | 592 | 0.9690 | 0.2991 | 0.9690 | 0.9844 |
348
+ | 0.3366 | 18.5625 | 594 | 0.9716 | 0.2991 | 0.9716 | 0.9857 |
349
+ | 0.3366 | 18.625 | 596 | 0.9760 | 0.2991 | 0.9760 | 0.9879 |
350
 
351
 
352
  ### Framework versions
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