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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k10_task3_organization

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Training in progress, step 500

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  1. README.md +561 -0
  2. config.json +32 -0
  3. model.safetensors +3 -0
  4. training_args.bin +3 -0
README.md ADDED
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+ ---
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+ library_name: transformers
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+ base_model: aubmindlab/bert-base-arabertv02
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k9_task3_organization
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+ results: []
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+ ---
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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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+
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+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k9_task3_organization
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+
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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: 0.9286
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+ - Qwk: -0.0182
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+ - Mse: 0.9286
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+ - Rmse: 0.9636
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 2e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - num_epochs: 100
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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+ | No log | 0.0426 | 2 | 3.9095 | 0.0023 | 3.9095 | 1.9772 |
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+ | No log | 0.0851 | 4 | 2.5363 | -0.0129 | 2.5363 | 1.5926 |
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+ | No log | 0.1277 | 6 | 1.6959 | 0.0 | 1.6959 | 1.3023 |
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+ | No log | 0.1702 | 8 | 1.0150 | -0.1278 | 1.0150 | 1.0075 |
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+ | No log | 0.2128 | 10 | 0.9603 | 0.0676 | 0.9603 | 0.9800 |
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+ | No log | 0.2553 | 12 | 0.9406 | 0.0377 | 0.9406 | 0.9698 |
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+ | No log | 0.2979 | 14 | 0.7949 | -0.1230 | 0.7949 | 0.8916 |
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+ | No log | 0.3404 | 16 | 0.7993 | -0.1223 | 0.7993 | 0.8941 |
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+ | No log | 0.3830 | 18 | 0.8381 | -0.0711 | 0.8381 | 0.9155 |
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+ | No log | 0.4255 | 20 | 0.9226 | 0.0159 | 0.9226 | 0.9605 |
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+ | No log | 0.4681 | 22 | 1.1829 | -0.0175 | 1.1829 | 1.0876 |
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+ | No log | 0.5106 | 24 | 1.0225 | 0.0421 | 1.0225 | 1.0112 |
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+ | No log | 0.5532 | 26 | 0.9938 | -0.0283 | 0.9938 | 0.9969 |
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+ | No log | 0.5957 | 28 | 1.1478 | 0.0576 | 1.1478 | 1.0713 |
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+ | No log | 0.6383 | 30 | 1.0560 | -0.0085 | 1.0560 | 1.0276 |
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+ | No log | 0.6809 | 32 | 1.0660 | -0.0566 | 1.0660 | 1.0325 |
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+ | No log | 0.7234 | 34 | 1.1802 | -0.0645 | 1.1802 | 1.0864 |
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+ | No log | 0.7660 | 36 | 1.2855 | 0.0379 | 1.2855 | 1.1338 |
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+ | No log | 0.8085 | 38 | 1.2419 | -0.0362 | 1.2419 | 1.1144 |
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+ | No log | 0.8511 | 40 | 1.1370 | -0.0013 | 1.1370 | 1.0663 |
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+ | No log | 0.8936 | 42 | 1.0901 | -0.1055 | 1.0901 | 1.0441 |
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+ | No log | 0.9362 | 44 | 1.1222 | 0.0464 | 1.1222 | 1.0594 |
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+ | No log | 0.9787 | 46 | 1.0457 | 0.0844 | 1.0457 | 1.0226 |
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+ | No log | 1.0213 | 48 | 1.0123 | -0.0595 | 1.0123 | 1.0061 |
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+ | No log | 1.0638 | 50 | 1.0455 | -0.0721 | 1.0455 | 1.0225 |
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+ | No log | 1.1064 | 52 | 0.9478 | -0.0576 | 0.9478 | 0.9735 |
78
+ | No log | 1.1489 | 54 | 1.1941 | 0.0147 | 1.1941 | 1.0928 |
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+ | No log | 1.1915 | 56 | 1.3162 | -0.0030 | 1.3162 | 1.1473 |
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+ | No log | 1.2340 | 58 | 1.0190 | 0.0020 | 1.0190 | 1.0095 |
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+ | No log | 1.2766 | 60 | 1.0513 | -0.0512 | 1.0513 | 1.0253 |
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+ | No log | 1.3191 | 62 | 1.0588 | 0.1066 | 1.0588 | 1.0290 |
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+ | No log | 1.3617 | 64 | 1.0881 | 0.0306 | 1.0881 | 1.0431 |
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+ | No log | 1.4043 | 66 | 1.1527 | -0.0013 | 1.1527 | 1.0736 |
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+ | No log | 1.4468 | 68 | 1.3293 | 0.0199 | 1.3293 | 1.1529 |
86
+ | No log | 1.4894 | 70 | 1.0866 | 0.0540 | 1.0866 | 1.0424 |
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+ | No log | 1.5319 | 72 | 1.0601 | 0.0125 | 1.0601 | 1.0296 |
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+ | No log | 1.5745 | 74 | 1.0388 | 0.0619 | 1.0388 | 1.0192 |
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+ | No log | 1.6170 | 76 | 1.0571 | -0.0014 | 1.0571 | 1.0282 |
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+ | No log | 1.6596 | 78 | 1.0230 | 0.1196 | 1.0230 | 1.0114 |
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+ | No log | 1.7021 | 80 | 1.1631 | -0.0096 | 1.1631 | 1.0785 |
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+ | No log | 1.7447 | 82 | 1.4690 | 0.0929 | 1.4690 | 1.2120 |
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+ | No log | 1.7872 | 84 | 1.0362 | -0.1341 | 1.0362 | 1.0179 |
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+ | No log | 1.8298 | 86 | 0.9390 | 0.0311 | 0.9390 | 0.9690 |
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+ | No log | 1.8723 | 88 | 0.8875 | 0.1612 | 0.8875 | 0.9421 |
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+ | No log | 1.9149 | 90 | 1.0475 | 0.0142 | 1.0475 | 1.0235 |
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+ | No log | 1.9574 | 92 | 1.2450 | 0.0006 | 1.2450 | 1.1158 |
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+ | No log | 2.0 | 94 | 0.9364 | 0.0293 | 0.9364 | 0.9677 |
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+ | No log | 2.0426 | 96 | 0.8664 | 0.1424 | 0.8664 | 0.9308 |
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+ | No log | 2.0851 | 98 | 0.9534 | 0.0378 | 0.9534 | 0.9764 |
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+ | No log | 2.1277 | 100 | 1.2319 | -0.0282 | 1.2319 | 1.1099 |
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+ | No log | 2.1702 | 102 | 1.1508 | 0.0202 | 1.1508 | 1.0728 |
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+ | No log | 2.2128 | 104 | 1.0103 | -0.0264 | 1.0103 | 1.0052 |
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+ | No log | 2.2553 | 106 | 1.2376 | -0.0835 | 1.2376 | 1.1125 |
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+ | No log | 2.2979 | 108 | 1.0560 | -0.0295 | 1.0560 | 1.0276 |
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+ | No log | 2.3404 | 110 | 1.1435 | -0.0528 | 1.1435 | 1.0693 |
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+ | No log | 2.3830 | 112 | 1.4188 | 0.0453 | 1.4188 | 1.1911 |
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+ | No log | 2.4255 | 114 | 1.0724 | -0.0437 | 1.0724 | 1.0356 |
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+ | No log | 2.4681 | 116 | 1.0729 | -0.0575 | 1.0729 | 1.0358 |
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+ | No log | 2.5106 | 118 | 1.2208 | 0.0205 | 1.2208 | 1.1049 |
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+ | No log | 2.5532 | 120 | 0.9341 | -0.0381 | 0.9341 | 0.9665 |
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+ | No log | 2.5957 | 122 | 0.9048 | 0.1660 | 0.9048 | 0.9512 |
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+ | No log | 2.6383 | 124 | 1.0202 | -0.0815 | 1.0202 | 1.0101 |
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+ | No log | 2.6809 | 126 | 0.9924 | 0.0821 | 0.9924 | 0.9962 |
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+ | No log | 2.7234 | 128 | 1.0177 | 0.0007 | 1.0177 | 1.0088 |
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+ | No log | 2.7660 | 130 | 1.0601 | 0.0378 | 1.0601 | 1.0296 |
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+ | No log | 2.8085 | 132 | 0.9804 | -0.0274 | 0.9804 | 0.9902 |
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+ | No log | 2.8511 | 134 | 1.1529 | 0.0497 | 1.1529 | 1.0737 |
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+ | No log | 2.8936 | 136 | 1.0954 | -0.0133 | 1.0954 | 1.0466 |
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+ | No log | 2.9362 | 138 | 0.9049 | 0.0334 | 0.9049 | 0.9513 |
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+ | No log | 2.9787 | 140 | 0.9425 | -0.0393 | 0.9425 | 0.9708 |
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+ | No log | 3.0213 | 142 | 0.9327 | -0.0393 | 0.9327 | 0.9658 |
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+ | No log | 3.0638 | 144 | 0.8427 | 0.0810 | 0.8427 | 0.9180 |
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+ | No log | 3.1064 | 146 | 1.1515 | -0.0012 | 1.1515 | 1.0731 |
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+ | No log | 3.1489 | 148 | 1.2715 | -0.0341 | 1.2715 | 1.1276 |
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+ | No log | 3.1915 | 150 | 0.9691 | 0.1065 | 0.9691 | 0.9844 |
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+ | No log | 3.2340 | 152 | 0.8823 | -0.0257 | 0.8823 | 0.9393 |
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+ | No log | 3.2766 | 154 | 0.9663 | -0.0424 | 0.9663 | 0.9830 |
129
+ | No log | 3.3191 | 156 | 0.9420 | 0.0 | 0.9420 | 0.9706 |
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+ | No log | 3.3617 | 158 | 1.2694 | -0.0550 | 1.2694 | 1.1267 |
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+ | No log | 3.4043 | 160 | 1.5474 | 0.0371 | 1.5474 | 1.2440 |
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+ | No log | 3.4468 | 162 | 1.2374 | -0.0474 | 1.2374 | 1.1124 |
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+ | No log | 3.4894 | 164 | 0.9709 | 0.0166 | 0.9709 | 0.9853 |
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+ | No log | 3.5319 | 166 | 0.9373 | -0.0128 | 0.9373 | 0.9682 |
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+ | No log | 3.5745 | 168 | 0.8623 | 0.0421 | 0.8623 | 0.9286 |
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+ | No log | 3.6170 | 170 | 1.0576 | -0.0163 | 1.0576 | 1.0284 |
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+ | No log | 3.6596 | 172 | 1.1502 | -0.0301 | 1.1502 | 1.0725 |
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+ | No log | 3.7021 | 174 | 0.9316 | 0.0316 | 0.9316 | 0.9652 |
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+ | No log | 3.7447 | 176 | 0.8137 | 0.0987 | 0.8137 | 0.9020 |
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+ | No log | 3.7872 | 178 | 0.8835 | 0.0285 | 0.8835 | 0.9399 |
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+ | No log | 3.8298 | 180 | 0.8361 | 0.0249 | 0.8361 | 0.9144 |
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+ | No log | 3.8723 | 182 | 0.7779 | 0.0821 | 0.7779 | 0.8820 |
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+ | No log | 3.9149 | 184 | 0.9199 | 0.0711 | 0.9199 | 0.9591 |
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+ | No log | 3.9574 | 186 | 0.9405 | 0.0711 | 0.9405 | 0.9698 |
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+ | No log | 4.0 | 188 | 0.9041 | 0.0392 | 0.9041 | 0.9509 |
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+ | No log | 4.0426 | 190 | 0.8499 | 0.0551 | 0.8499 | 0.9219 |
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+ | No log | 4.0851 | 192 | 0.8306 | 0.0434 | 0.8306 | 0.9114 |
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+ | No log | 4.1277 | 194 | 0.8528 | 0.1179 | 0.8528 | 0.9235 |
149
+ | No log | 4.1702 | 196 | 1.0567 | 0.1662 | 1.0567 | 1.0280 |
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+ | No log | 4.2128 | 198 | 0.9867 | 0.2632 | 0.9867 | 0.9933 |
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+ | No log | 4.2553 | 200 | 0.8102 | 0.0733 | 0.8102 | 0.9001 |
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+ | No log | 4.2979 | 202 | 0.7886 | 0.0851 | 0.7886 | 0.8881 |
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+ | No log | 4.3404 | 204 | 0.8051 | 0.0999 | 0.8051 | 0.8973 |
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+ | No log | 4.3830 | 206 | 1.0976 | 0.1113 | 1.0976 | 1.0477 |
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+ | No log | 4.4255 | 208 | 1.0346 | 0.1228 | 1.0346 | 1.0172 |
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+ | No log | 4.4681 | 210 | 0.7968 | 0.1471 | 0.7968 | 0.8926 |
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+ | No log | 4.5106 | 212 | 0.8367 | 0.0637 | 0.8367 | 0.9147 |
158
+ | No log | 4.5532 | 214 | 0.8238 | 0.1304 | 0.8238 | 0.9076 |
159
+ | No log | 4.5957 | 216 | 0.8102 | 0.1407 | 0.8102 | 0.9001 |
160
+ | No log | 4.6383 | 218 | 0.8613 | 0.1243 | 0.8613 | 0.9280 |
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+ | No log | 4.6809 | 220 | 0.7792 | 0.0574 | 0.7792 | 0.8827 |
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+ | No log | 4.7234 | 222 | 0.7903 | 0.2490 | 0.7903 | 0.8890 |
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+ | No log | 4.7660 | 224 | 0.7684 | 0.1232 | 0.7684 | 0.8766 |
164
+ | No log | 4.8085 | 226 | 0.8916 | 0.0711 | 0.8916 | 0.9442 |
165
+ | No log | 4.8511 | 228 | 0.8621 | 0.0711 | 0.8621 | 0.9285 |
166
+ | No log | 4.8936 | 230 | 0.7842 | 0.1281 | 0.7842 | 0.8855 |
167
+ | No log | 4.9362 | 232 | 0.7723 | 0.0393 | 0.7723 | 0.8788 |
168
+ | No log | 4.9787 | 234 | 0.7412 | 0.0495 | 0.7412 | 0.8609 |
169
+ | No log | 5.0213 | 236 | 0.7056 | 0.1254 | 0.7056 | 0.8400 |
170
+ | No log | 5.0638 | 238 | 0.7536 | 0.1243 | 0.7536 | 0.8681 |
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+ | No log | 5.1064 | 240 | 0.8392 | 0.1064 | 0.8392 | 0.9161 |
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+ | No log | 5.1489 | 242 | 0.8111 | 0.1107 | 0.8111 | 0.9006 |
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+ | No log | 5.1915 | 244 | 0.7812 | 0.1558 | 0.7812 | 0.8838 |
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+ | No log | 5.2340 | 246 | 0.7999 | 0.0913 | 0.7999 | 0.8944 |
175
+ | No log | 5.2766 | 248 | 0.8485 | 0.0570 | 0.8485 | 0.9211 |
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+ | No log | 5.3191 | 250 | 0.8363 | -0.0212 | 0.8363 | 0.9145 |
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+ | No log | 5.3617 | 252 | 0.9700 | 0.1406 | 0.9700 | 0.9849 |
178
+ | No log | 5.4043 | 254 | 0.8907 | 0.0363 | 0.8907 | 0.9437 |
179
+ | No log | 5.4468 | 256 | 0.8166 | 0.0822 | 0.8166 | 0.9037 |
180
+ | No log | 5.4894 | 258 | 0.8568 | 0.0303 | 0.8568 | 0.9256 |
181
+ | No log | 5.5319 | 260 | 0.7584 | 0.0101 | 0.7584 | 0.8709 |
182
+ | No log | 5.5745 | 262 | 0.7436 | 0.1553 | 0.7436 | 0.8623 |
183
+ | No log | 5.6170 | 264 | 0.7610 | 0.1440 | 0.7610 | 0.8723 |
184
+ | No log | 5.6596 | 266 | 0.7459 | 0.0810 | 0.7459 | 0.8637 |
185
+ | No log | 5.7021 | 268 | 0.7760 | 0.0613 | 0.7760 | 0.8809 |
186
+ | No log | 5.7447 | 270 | 0.7792 | 0.1143 | 0.7792 | 0.8827 |
187
+ | No log | 5.7872 | 272 | 0.9629 | 0.0984 | 0.9629 | 0.9813 |
188
+ | No log | 5.8298 | 274 | 0.9022 | 0.0642 | 0.9022 | 0.9498 |
189
+ | No log | 5.8723 | 276 | 0.7214 | 0.1202 | 0.7214 | 0.8493 |
190
+ | No log | 5.9149 | 278 | 0.6877 | 0.0857 | 0.6877 | 0.8293 |
191
+ | No log | 5.9574 | 280 | 0.6811 | 0.0857 | 0.6811 | 0.8253 |
192
+ | No log | 6.0 | 282 | 0.6712 | 0.0909 | 0.6712 | 0.8193 |
193
+ | No log | 6.0426 | 284 | 0.6661 | 0.0964 | 0.6661 | 0.8162 |
194
+ | No log | 6.0851 | 286 | 0.6873 | 0.1259 | 0.6873 | 0.8290 |
195
+ | No log | 6.1277 | 288 | 0.7091 | 0.1565 | 0.7091 | 0.8421 |
196
+ | No log | 6.1702 | 290 | 0.7740 | 0.2141 | 0.7740 | 0.8798 |
197
+ | No log | 6.2128 | 292 | 0.7285 | 0.2718 | 0.7285 | 0.8535 |
198
+ | No log | 6.2553 | 294 | 0.6886 | 0.0834 | 0.6886 | 0.8298 |
199
+ | No log | 6.2979 | 296 | 0.7136 | 0.1189 | 0.7136 | 0.8448 |
200
+ | No log | 6.3404 | 298 | 0.8010 | 0.1147 | 0.8010 | 0.8950 |
201
+ | No log | 6.3830 | 300 | 0.9292 | 0.1077 | 0.9292 | 0.9639 |
202
+ | No log | 6.4255 | 302 | 0.9051 | 0.0498 | 0.9051 | 0.9513 |
203
+ | No log | 6.4681 | 304 | 0.7573 | 0.1817 | 0.7573 | 0.8702 |
204
+ | No log | 6.5106 | 306 | 0.7276 | 0.2519 | 0.7276 | 0.8530 |
205
+ | No log | 6.5532 | 308 | 0.7297 | 0.2522 | 0.7297 | 0.8542 |
206
+ | No log | 6.5957 | 310 | 0.7096 | 0.1244 | 0.7096 | 0.8424 |
207
+ | No log | 6.6383 | 312 | 0.7038 | 0.1097 | 0.7038 | 0.8389 |
208
+ | No log | 6.6809 | 314 | 0.6755 | 0.1758 | 0.6755 | 0.8219 |
209
+ | No log | 6.7234 | 316 | 0.7283 | 0.2277 | 0.7283 | 0.8534 |
210
+ | No log | 6.7660 | 318 | 0.8811 | 0.0182 | 0.8811 | 0.9387 |
211
+ | No log | 6.8085 | 320 | 0.8531 | 0.0233 | 0.8531 | 0.9237 |
212
+ | No log | 6.8511 | 322 | 0.7587 | 0.2366 | 0.7587 | 0.8710 |
213
+ | No log | 6.8936 | 324 | 0.8378 | 0.0754 | 0.8378 | 0.9153 |
214
+ | No log | 6.9362 | 326 | 0.9102 | 0.1114 | 0.9102 | 0.9540 |
215
+ | No log | 6.9787 | 328 | 0.7709 | 0.0347 | 0.7709 | 0.8780 |
216
+ | No log | 7.0213 | 330 | 0.7157 | 0.0428 | 0.7157 | 0.8460 |
217
+ | No log | 7.0638 | 332 | 0.7316 | 0.0628 | 0.7316 | 0.8554 |
218
+ | No log | 7.1064 | 334 | 0.8007 | 0.1196 | 0.8007 | 0.8948 |
219
+ | No log | 7.1489 | 336 | 0.7192 | 0.1148 | 0.7192 | 0.8481 |
220
+ | No log | 7.1915 | 338 | 0.6720 | 0.1807 | 0.6720 | 0.8198 |
221
+ | No log | 7.2340 | 340 | 0.7107 | 0.1675 | 0.7107 | 0.8430 |
222
+ | No log | 7.2766 | 342 | 0.7478 | 0.1675 | 0.7478 | 0.8648 |
223
+ | No log | 7.3191 | 344 | 0.8378 | 0.0748 | 0.8378 | 0.9153 |
224
+ | No log | 7.3617 | 346 | 0.8469 | 0.0711 | 0.8469 | 0.9203 |
225
+ | No log | 7.4043 | 348 | 0.7601 | 0.1612 | 0.7601 | 0.8718 |
226
+ | No log | 7.4468 | 350 | 0.7544 | -0.0026 | 0.7544 | 0.8686 |
227
+ | No log | 7.4894 | 352 | 0.7657 | -0.0076 | 0.7657 | 0.8750 |
228
+ | No log | 7.5319 | 354 | 0.7916 | 0.0913 | 0.7916 | 0.8897 |
229
+ | No log | 7.5745 | 356 | 0.8279 | 0.0786 | 0.8279 | 0.9099 |
230
+ | No log | 7.6170 | 358 | 0.7615 | -0.0295 | 0.7615 | 0.8726 |
231
+ | No log | 7.6596 | 360 | 0.7064 | 0.1254 | 0.7064 | 0.8405 |
232
+ | No log | 7.7021 | 362 | 0.6832 | 0.1081 | 0.6832 | 0.8266 |
233
+ | No log | 7.7447 | 364 | 0.7075 | 0.0869 | 0.7075 | 0.8411 |
234
+ | No log | 7.7872 | 366 | 0.7675 | 0.0690 | 0.7675 | 0.8761 |
235
+ | No log | 7.8298 | 368 | 0.7949 | 0.0650 | 0.7949 | 0.8916 |
236
+ | No log | 7.8723 | 370 | 0.7743 | 0.0359 | 0.7743 | 0.8800 |
237
+ | No log | 7.9149 | 372 | 0.8170 | 0.0641 | 0.8170 | 0.9039 |
238
+ | No log | 7.9574 | 374 | 0.7983 | 0.1078 | 0.7983 | 0.8935 |
239
+ | No log | 8.0 | 376 | 0.7442 | 0.0469 | 0.7442 | 0.8627 |
240
+ | No log | 8.0426 | 378 | 0.7670 | 0.1495 | 0.7670 | 0.8758 |
241
+ | No log | 8.0851 | 380 | 0.9436 | 0.0984 | 0.9436 | 0.9714 |
242
+ | No log | 8.1277 | 382 | 0.8843 | 0.0676 | 0.8843 | 0.9404 |
243
+ | No log | 8.1702 | 384 | 0.7461 | 0.0639 | 0.7461 | 0.8638 |
244
+ | No log | 8.2128 | 386 | 0.7268 | 0.0741 | 0.7268 | 0.8525 |
245
+ | No log | 8.2553 | 388 | 0.7467 | 0.0650 | 0.7467 | 0.8641 |
246
+ | No log | 8.2979 | 390 | 0.8820 | 0.1311 | 0.8820 | 0.9391 |
247
+ | No log | 8.3404 | 392 | 1.0365 | 0.1640 | 1.0365 | 1.0181 |
248
+ | No log | 8.3830 | 394 | 0.9774 | 0.1449 | 0.9774 | 0.9886 |
249
+ | No log | 8.4255 | 396 | 0.8245 | 0.0826 | 0.8245 | 0.9080 |
250
+ | No log | 8.4681 | 398 | 0.7355 | 0.1143 | 0.7355 | 0.8576 |
251
+ | No log | 8.5106 | 400 | 0.7726 | 0.0211 | 0.7726 | 0.8790 |
252
+ | No log | 8.5532 | 402 | 0.7522 | 0.0989 | 0.7522 | 0.8673 |
253
+ | No log | 8.5957 | 404 | 0.7123 | 0.1249 | 0.7123 | 0.8440 |
254
+ | No log | 8.6383 | 406 | 0.7960 | 0.0867 | 0.7960 | 0.8922 |
255
+ | No log | 8.6809 | 408 | 0.9145 | 0.0909 | 0.9145 | 0.9563 |
256
+ | No log | 8.7234 | 410 | 0.8837 | 0.0711 | 0.8837 | 0.9401 |
257
+ | No log | 8.7660 | 412 | 0.7960 | 0.0538 | 0.7960 | 0.8922 |
258
+ | No log | 8.8085 | 414 | 0.7452 | 0.2096 | 0.7452 | 0.8632 |
259
+ | No log | 8.8511 | 416 | 0.7288 | 0.2150 | 0.7288 | 0.8537 |
260
+ | No log | 8.8936 | 418 | 0.7319 | 0.1627 | 0.7319 | 0.8555 |
261
+ | No log | 8.9362 | 420 | 0.6718 | 0.2258 | 0.6718 | 0.8196 |
262
+ | No log | 8.9787 | 422 | 0.6399 | 0.0967 | 0.6399 | 0.8000 |
263
+ | No log | 9.0213 | 424 | 0.6367 | 0.0967 | 0.6367 | 0.7979 |
264
+ | No log | 9.0638 | 426 | 0.6466 | 0.1828 | 0.6466 | 0.8041 |
265
+ | No log | 9.1064 | 428 | 0.7126 | 0.2584 | 0.7126 | 0.8441 |
266
+ | No log | 9.1489 | 430 | 0.7528 | 0.2034 | 0.7528 | 0.8676 |
267
+ | No log | 9.1915 | 432 | 0.7343 | 0.0732 | 0.7343 | 0.8569 |
268
+ | No log | 9.2340 | 434 | 0.7119 | 0.1340 | 0.7119 | 0.8437 |
269
+ | No log | 9.2766 | 436 | 0.6931 | 0.0436 | 0.6931 | 0.8325 |
270
+ | No log | 9.3191 | 438 | 0.6807 | 0.0964 | 0.6807 | 0.8251 |
271
+ | No log | 9.3617 | 440 | 0.6802 | 0.0909 | 0.6802 | 0.8248 |
272
+ | No log | 9.4043 | 442 | 0.7111 | 0.0296 | 0.7111 | 0.8432 |
273
+ | No log | 9.4468 | 444 | 0.7249 | 0.1627 | 0.7249 | 0.8514 |
274
+ | No log | 9.4894 | 446 | 0.6924 | 0.0857 | 0.6924 | 0.8321 |
275
+ | No log | 9.5319 | 448 | 0.6757 | 0.0454 | 0.6757 | 0.8220 |
276
+ | No log | 9.5745 | 450 | 0.6778 | 0.0 | 0.6778 | 0.8233 |
277
+ | No log | 9.6170 | 452 | 0.6565 | 0.0414 | 0.6565 | 0.8102 |
278
+ | No log | 9.6596 | 454 | 0.6722 | 0.0857 | 0.6722 | 0.8199 |
279
+ | No log | 9.7021 | 456 | 0.6975 | 0.1318 | 0.6975 | 0.8352 |
280
+ | No log | 9.7447 | 458 | 0.7140 | 0.1318 | 0.7140 | 0.8450 |
281
+ | No log | 9.7872 | 460 | 0.7613 | 0.0214 | 0.7613 | 0.8725 |
282
+ | No log | 9.8298 | 462 | 0.8666 | 0.0377 | 0.8666 | 0.9309 |
283
+ | No log | 9.8723 | 464 | 1.0126 | 0.0758 | 1.0126 | 1.0063 |
284
+ | No log | 9.9149 | 466 | 0.9859 | 0.0288 | 0.9859 | 0.9929 |
285
+ | No log | 9.9574 | 468 | 0.9178 | 0.0078 | 0.9178 | 0.9580 |
286
+ | No log | 10.0 | 470 | 0.8722 | 0.0066 | 0.8722 | 0.9339 |
287
+ | No log | 10.0426 | 472 | 0.8559 | 0.0879 | 0.8559 | 0.9252 |
288
+ | No log | 10.0851 | 474 | 0.8005 | -0.0132 | 0.8005 | 0.8947 |
289
+ | No log | 10.1277 | 476 | 0.8190 | 0.0867 | 0.8190 | 0.9050 |
290
+ | No log | 10.1702 | 478 | 0.9244 | 0.0182 | 0.9244 | 0.9615 |
291
+ | No log | 10.2128 | 480 | 0.9115 | 0.0182 | 0.9115 | 0.9547 |
292
+ | No log | 10.2553 | 482 | 0.8089 | 0.1605 | 0.8089 | 0.8994 |
293
+ | No log | 10.2979 | 484 | 0.7570 | 0.0759 | 0.7570 | 0.8701 |
294
+ | No log | 10.3404 | 486 | 0.7647 | 0.0323 | 0.7647 | 0.8745 |
295
+ | No log | 10.3830 | 488 | 0.7815 | 0.1565 | 0.7815 | 0.8840 |
296
+ | No log | 10.4255 | 490 | 0.7556 | 0.1627 | 0.7556 | 0.8693 |
297
+ | No log | 10.4681 | 492 | 0.7734 | 0.1395 | 0.7734 | 0.8794 |
298
+ | No log | 10.5106 | 494 | 0.7519 | 0.0999 | 0.7519 | 0.8671 |
299
+ | No log | 10.5532 | 496 | 0.6895 | 0.0714 | 0.6895 | 0.8304 |
300
+ | No log | 10.5957 | 498 | 0.6702 | 0.0964 | 0.6702 | 0.8187 |
301
+ | 0.2805 | 10.6383 | 500 | 0.6976 | 0.0334 | 0.6976 | 0.8352 |
302
+ | 0.2805 | 10.6809 | 502 | 0.7927 | 0.0953 | 0.7927 | 0.8904 |
303
+ | 0.2805 | 10.7234 | 504 | 0.8590 | 0.1660 | 0.8590 | 0.9268 |
304
+ | 0.2805 | 10.7660 | 506 | 0.8270 | 0.1291 | 0.8270 | 0.9094 |
305
+ | 0.2805 | 10.8085 | 508 | 0.7422 | 0.0759 | 0.7422 | 0.8615 |
306
+ | 0.2805 | 10.8511 | 510 | 0.7303 | 0.0412 | 0.7303 | 0.8546 |
307
+ | 0.2805 | 10.8936 | 512 | 0.7408 | 0.0412 | 0.7408 | 0.8607 |
308
+ | 0.2805 | 10.9362 | 514 | 0.7315 | 0.0282 | 0.7315 | 0.8553 |
309
+ | 0.2805 | 10.9787 | 516 | 0.7965 | 0.0867 | 0.7965 | 0.8925 |
310
+ | 0.2805 | 11.0213 | 518 | 0.9329 | 0.0545 | 0.9329 | 0.9658 |
311
+ | 0.2805 | 11.0638 | 520 | 0.8770 | 0.1453 | 0.8770 | 0.9365 |
312
+ | 0.2805 | 11.1064 | 522 | 0.7331 | 0.0588 | 0.7331 | 0.8562 |
313
+ | 0.2805 | 11.1489 | 524 | 0.6828 | 0.0488 | 0.6828 | 0.8263 |
314
+ | 0.2805 | 11.1915 | 526 | 0.7549 | -0.0214 | 0.7549 | 0.8689 |
315
+ | 0.2805 | 11.2340 | 528 | 0.7156 | -0.0826 | 0.7156 | 0.8459 |
316
+ | 0.2805 | 11.2766 | 530 | 0.6426 | 0.0555 | 0.6426 | 0.8016 |
317
+ | 0.2805 | 11.3191 | 532 | 0.6553 | 0.1318 | 0.6553 | 0.8095 |
318
+ | 0.2805 | 11.3617 | 534 | 0.7645 | 0.1342 | 0.7645 | 0.8743 |
319
+ | 0.2805 | 11.4043 | 536 | 0.8220 | 0.1107 | 0.8220 | 0.9066 |
320
+ | 0.2805 | 11.4468 | 538 | 0.8026 | 0.1107 | 0.8026 | 0.8959 |
321
+ | 0.2805 | 11.4894 | 540 | 0.7479 | 0.1259 | 0.7479 | 0.8648 |
322
+ | 0.2805 | 11.5319 | 542 | 0.7617 | 0.0211 | 0.7617 | 0.8727 |
323
+ | 0.2805 | 11.5745 | 544 | 0.7943 | 0.0734 | 0.7943 | 0.8912 |
324
+ | 0.2805 | 11.6170 | 546 | 0.7359 | 0.0220 | 0.7359 | 0.8578 |
325
+ | 0.2805 | 11.6596 | 548 | 0.6941 | 0.0863 | 0.6941 | 0.8331 |
326
+ | 0.2805 | 11.7021 | 550 | 0.7841 | 0.0512 | 0.7841 | 0.8855 |
327
+ | 0.2805 | 11.7447 | 552 | 0.8982 | 0.0515 | 0.8982 | 0.9477 |
328
+ | 0.2805 | 11.7872 | 554 | 0.8924 | 0.0515 | 0.8924 | 0.9447 |
329
+ | 0.2805 | 11.8298 | 556 | 0.7913 | 0.1553 | 0.7913 | 0.8895 |
330
+ | 0.2805 | 11.8723 | 558 | 0.6886 | 0.1097 | 0.6886 | 0.8298 |
331
+ | 0.2805 | 11.9149 | 560 | 0.7207 | 0.1408 | 0.7207 | 0.8489 |
332
+ | 0.2805 | 11.9574 | 562 | 0.8061 | 0.1466 | 0.8061 | 0.8978 |
333
+ | 0.2805 | 12.0 | 564 | 0.7814 | 0.1434 | 0.7814 | 0.8840 |
334
+ | 0.2805 | 12.0426 | 566 | 0.7146 | 0.0926 | 0.7146 | 0.8453 |
335
+ | 0.2805 | 12.0851 | 568 | 0.7431 | 0.0999 | 0.7431 | 0.8620 |
336
+ | 0.2805 | 12.1277 | 570 | 0.8599 | 0.1273 | 0.8599 | 0.9273 |
337
+ | 0.2805 | 12.1702 | 572 | 0.9102 | 0.0486 | 0.9102 | 0.9540 |
338
+ | 0.2805 | 12.2128 | 574 | 0.8492 | 0.0984 | 0.8492 | 0.9215 |
339
+ | 0.2805 | 12.2553 | 576 | 0.7445 | 0.0512 | 0.7445 | 0.8629 |
340
+ | 0.2805 | 12.2979 | 578 | 0.6845 | 0.1433 | 0.6845 | 0.8274 |
341
+ | 0.2805 | 12.3404 | 580 | 0.6814 | 0.1027 | 0.6814 | 0.8255 |
342
+ | 0.2805 | 12.3830 | 582 | 0.6650 | 0.1024 | 0.6650 | 0.8155 |
343
+ | 0.2805 | 12.4255 | 584 | 0.6740 | 0.1311 | 0.6740 | 0.8210 |
344
+ | 0.2805 | 12.4681 | 586 | 0.8005 | 0.1107 | 0.8005 | 0.8947 |
345
+ | 0.2805 | 12.5106 | 588 | 0.8911 | 0.0984 | 0.8911 | 0.9440 |
346
+ | 0.2805 | 12.5532 | 590 | 0.8548 | 0.0984 | 0.8548 | 0.9246 |
347
+ | 0.2805 | 12.5957 | 592 | 0.7824 | 0.1107 | 0.7824 | 0.8845 |
348
+ | 0.2805 | 12.6383 | 594 | 0.7076 | 0.0205 | 0.7076 | 0.8412 |
349
+ | 0.2805 | 12.6809 | 596 | 0.7062 | 0.0834 | 0.7062 | 0.8403 |
350
+ | 0.2805 | 12.7234 | 598 | 0.7125 | 0.1240 | 0.7125 | 0.8441 |
351
+ | 0.2805 | 12.7660 | 600 | 0.7209 | 0.0226 | 0.7209 | 0.8491 |
352
+ | 0.2805 | 12.8085 | 602 | 0.7537 | 0.0538 | 0.7537 | 0.8682 |
353
+ | 0.2805 | 12.8511 | 604 | 0.7656 | 0.0504 | 0.7656 | 0.8750 |
354
+ | 0.2805 | 12.8936 | 606 | 0.7201 | 0.1048 | 0.7201 | 0.8486 |
355
+ | 0.2805 | 12.9362 | 608 | 0.7038 | 0.1096 | 0.7038 | 0.8389 |
356
+ | 0.2805 | 12.9787 | 610 | 0.7018 | 0.1506 | 0.7018 | 0.8378 |
357
+ | 0.2805 | 13.0213 | 612 | 0.7349 | 0.1342 | 0.7349 | 0.8573 |
358
+ | 0.2805 | 13.0638 | 614 | 0.7115 | 0.1449 | 0.7115 | 0.8435 |
359
+ | 0.2805 | 13.1064 | 616 | 0.6914 | 0.1097 | 0.6914 | 0.8315 |
360
+ | 0.2805 | 13.1489 | 618 | 0.6738 | 0.1691 | 0.6738 | 0.8209 |
361
+ | 0.2805 | 13.1915 | 620 | 0.6761 | 0.0863 | 0.6761 | 0.8222 |
362
+ | 0.2805 | 13.2340 | 622 | 0.7217 | -0.0774 | 0.7217 | 0.8495 |
363
+ | 0.2805 | 13.2766 | 624 | 0.7480 | 0.0097 | 0.7480 | 0.8649 |
364
+ | 0.2805 | 13.3191 | 626 | 0.7456 | 0.0709 | 0.7456 | 0.8635 |
365
+ | 0.2805 | 13.3617 | 628 | 0.7300 | 0.1144 | 0.7300 | 0.8544 |
366
+ | 0.2805 | 13.4043 | 630 | 0.6959 | 0.0807 | 0.6959 | 0.8342 |
367
+ | 0.2805 | 13.4468 | 632 | 0.6834 | 0.1259 | 0.6834 | 0.8267 |
368
+ | 0.2805 | 13.4894 | 634 | 0.6807 | 0.1318 | 0.6807 | 0.8251 |
369
+ | 0.2805 | 13.5319 | 636 | 0.6885 | 0.1259 | 0.6885 | 0.8297 |
370
+ | 0.2805 | 13.5745 | 638 | 0.7115 | 0.1627 | 0.7115 | 0.8435 |
371
+ | 0.2805 | 13.6170 | 640 | 0.7500 | 0.1395 | 0.7500 | 0.8661 |
372
+ | 0.2805 | 13.6596 | 642 | 0.8219 | 0.1024 | 0.8219 | 0.9066 |
373
+ | 0.2805 | 13.7021 | 644 | 0.7935 | 0.0377 | 0.7935 | 0.8908 |
374
+ | 0.2805 | 13.7447 | 646 | 0.7315 | 0.1449 | 0.7315 | 0.8553 |
375
+ | 0.2805 | 13.7872 | 648 | 0.7114 | 0.0776 | 0.7114 | 0.8435 |
376
+ | 0.2805 | 13.8298 | 650 | 0.7168 | 0.0783 | 0.7168 | 0.8466 |
377
+ | 0.2805 | 13.8723 | 652 | 0.7247 | 0.0611 | 0.7247 | 0.8513 |
378
+ | 0.2805 | 13.9149 | 654 | 0.7848 | 0.1342 | 0.7848 | 0.8859 |
379
+ | 0.2805 | 13.9574 | 656 | 0.9548 | 0.0805 | 0.9548 | 0.9772 |
380
+ | 0.2805 | 14.0 | 658 | 0.9725 | 0.0805 | 0.9725 | 0.9862 |
381
+ | 0.2805 | 14.0426 | 660 | 0.8450 | 0.1316 | 0.8450 | 0.9192 |
382
+ | 0.2805 | 14.0851 | 662 | 0.7214 | 0.1449 | 0.7214 | 0.8493 |
383
+ | 0.2805 | 14.1277 | 664 | 0.6920 | 0.0732 | 0.6920 | 0.8319 |
384
+ | 0.2805 | 14.1702 | 666 | 0.7039 | 0.0732 | 0.7039 | 0.8390 |
385
+ | 0.2805 | 14.2128 | 668 | 0.7132 | 0.1565 | 0.7132 | 0.8445 |
386
+ | 0.2805 | 14.2553 | 670 | 0.7998 | 0.1291 | 0.7998 | 0.8943 |
387
+ | 0.2805 | 14.2979 | 672 | 0.8729 | 0.0676 | 0.8729 | 0.9343 |
388
+ | 0.2805 | 14.3404 | 674 | 0.8692 | 0.0711 | 0.8692 | 0.9323 |
389
+ | 0.2805 | 14.3830 | 676 | 0.7460 | 0.1899 | 0.7460 | 0.8637 |
390
+ | 0.2805 | 14.4255 | 678 | 0.6714 | 0.0814 | 0.6714 | 0.8194 |
391
+ | 0.2805 | 14.4681 | 680 | 0.6806 | 0.1498 | 0.6806 | 0.8250 |
392
+ | 0.2805 | 14.5106 | 682 | 0.6802 | 0.1433 | 0.6802 | 0.8248 |
393
+ | 0.2805 | 14.5532 | 684 | 0.6683 | 0.0814 | 0.6683 | 0.8175 |
394
+ | 0.2805 | 14.5957 | 686 | 0.6541 | 0.0814 | 0.6541 | 0.8088 |
395
+ | 0.2805 | 14.6383 | 688 | 0.6370 | 0.0807 | 0.6370 | 0.7981 |
396
+ | 0.2805 | 14.6809 | 690 | 0.6304 | 0.1379 | 0.6304 | 0.7940 |
397
+ | 0.2805 | 14.7234 | 692 | 0.6361 | 0.1259 | 0.6361 | 0.7976 |
398
+ | 0.2805 | 14.7660 | 694 | 0.6477 | 0.1691 | 0.6477 | 0.8048 |
399
+ | 0.2805 | 14.8085 | 696 | 0.6665 | 0.1254 | 0.6665 | 0.8164 |
400
+ | 0.2805 | 14.8511 | 698 | 0.7017 | 0.0856 | 0.7017 | 0.8377 |
401
+ | 0.2805 | 14.8936 | 700 | 0.7085 | 0.0816 | 0.7085 | 0.8417 |
402
+ | 0.2805 | 14.9362 | 702 | 0.7085 | 0.1585 | 0.7085 | 0.8417 |
403
+ | 0.2805 | 14.9787 | 704 | 0.7066 | 0.1485 | 0.7066 | 0.8406 |
404
+ | 0.2805 | 15.0213 | 706 | 0.6936 | 0.1599 | 0.6936 | 0.8328 |
405
+ | 0.2805 | 15.0638 | 708 | 0.6847 | 0.2078 | 0.6847 | 0.8275 |
406
+ | 0.2805 | 15.1064 | 710 | 0.6916 | 0.2390 | 0.6916 | 0.8317 |
407
+ | 0.2805 | 15.1489 | 712 | 0.7095 | 0.2641 | 0.7095 | 0.8423 |
408
+ | 0.2805 | 15.1915 | 714 | 0.7076 | 0.2277 | 0.7076 | 0.8412 |
409
+ | 0.2805 | 15.2340 | 716 | 0.7063 | 0.2248 | 0.7063 | 0.8404 |
410
+ | 0.2805 | 15.2766 | 718 | 0.7158 | 0.2248 | 0.7158 | 0.8461 |
411
+ | 0.2805 | 15.3191 | 720 | 0.7317 | 0.2248 | 0.7317 | 0.8554 |
412
+ | 0.2805 | 15.3617 | 722 | 0.7911 | 0.1064 | 0.7911 | 0.8894 |
413
+ | 0.2805 | 15.4043 | 724 | 0.8138 | 0.0651 | 0.8138 | 0.9021 |
414
+ | 0.2805 | 15.4468 | 726 | 0.8227 | 0.0986 | 0.8227 | 0.9070 |
415
+ | 0.2805 | 15.4894 | 728 | 0.7736 | 0.1286 | 0.7736 | 0.8795 |
416
+ | 0.2805 | 15.5319 | 730 | 0.7251 | 0.1395 | 0.7251 | 0.8515 |
417
+ | 0.2805 | 15.5745 | 732 | 0.6848 | 0.1675 | 0.6848 | 0.8275 |
418
+ | 0.2805 | 15.6170 | 734 | 0.6685 | 0.1807 | 0.6685 | 0.8176 |
419
+ | 0.2805 | 15.6596 | 736 | 0.6642 | 0.1878 | 0.6642 | 0.8150 |
420
+ | 0.2805 | 15.7021 | 738 | 0.6629 | 0.1807 | 0.6629 | 0.8142 |
421
+ | 0.2805 | 15.7447 | 740 | 0.6872 | 0.1506 | 0.6872 | 0.8290 |
422
+ | 0.2805 | 15.7872 | 742 | 0.7079 | 0.1506 | 0.7079 | 0.8414 |
423
+ | 0.2805 | 15.8298 | 744 | 0.7034 | 0.1506 | 0.7034 | 0.8387 |
424
+ | 0.2805 | 15.8723 | 746 | 0.6851 | 0.2034 | 0.6851 | 0.8277 |
425
+ | 0.2805 | 15.9149 | 748 | 0.6796 | 0.2105 | 0.6796 | 0.8244 |
426
+ | 0.2805 | 15.9574 | 750 | 0.6723 | 0.1691 | 0.6723 | 0.8200 |
427
+ | 0.2805 | 16.0 | 752 | 0.6601 | 0.1259 | 0.6601 | 0.8125 |
428
+ | 0.2805 | 16.0426 | 754 | 0.6620 | 0.1902 | 0.6620 | 0.8136 |
429
+ | 0.2805 | 16.0851 | 756 | 0.6900 | 0.1318 | 0.6900 | 0.8306 |
430
+ | 0.2805 | 16.1277 | 758 | 0.7423 | 0.1965 | 0.7423 | 0.8616 |
431
+ | 0.2805 | 16.1702 | 760 | 0.7799 | 0.0867 | 0.7799 | 0.8831 |
432
+ | 0.2805 | 16.2128 | 762 | 0.7577 | 0.1342 | 0.7577 | 0.8705 |
433
+ | 0.2805 | 16.2553 | 764 | 0.7122 | 0.1199 | 0.7122 | 0.8439 |
434
+ | 0.2805 | 16.2979 | 766 | 0.6948 | 0.1254 | 0.6948 | 0.8336 |
435
+ | 0.2805 | 16.3404 | 768 | 0.6918 | 0.1199 | 0.6918 | 0.8317 |
436
+ | 0.2805 | 16.3830 | 770 | 0.7073 | 0.2034 | 0.7073 | 0.8410 |
437
+ | 0.2805 | 16.4255 | 772 | 0.7860 | 0.1553 | 0.7860 | 0.8866 |
438
+ | 0.2805 | 16.4681 | 774 | 0.8252 | 0.1453 | 0.8252 | 0.9084 |
439
+ | 0.2805 | 16.5106 | 776 | 0.7853 | 0.2357 | 0.7853 | 0.8862 |
440
+ | 0.2805 | 16.5532 | 778 | 0.7365 | 0.0871 | 0.7365 | 0.8582 |
441
+ | 0.2805 | 16.5957 | 780 | 0.7133 | 0.1485 | 0.7133 | 0.8446 |
442
+ | 0.2805 | 16.6383 | 782 | 0.6864 | 0.1144 | 0.6864 | 0.8285 |
443
+ | 0.2805 | 16.6809 | 784 | 0.6731 | 0.1249 | 0.6731 | 0.8205 |
444
+ | 0.2805 | 16.7234 | 786 | 0.6729 | 0.1249 | 0.6729 | 0.8203 |
445
+ | 0.2805 | 16.7660 | 788 | 0.6894 | 0.1943 | 0.6894 | 0.8303 |
446
+ | 0.2805 | 16.8085 | 790 | 0.7404 | 0.1196 | 0.7404 | 0.8605 |
447
+ | 0.2805 | 16.8511 | 792 | 0.7341 | 0.1196 | 0.7341 | 0.8568 |
448
+ | 0.2805 | 16.8936 | 794 | 0.7165 | 0.0953 | 0.7165 | 0.8464 |
449
+ | 0.2805 | 16.9362 | 796 | 0.7022 | 0.1449 | 0.7022 | 0.8380 |
450
+ | 0.2805 | 16.9787 | 798 | 0.6914 | 0.1965 | 0.6914 | 0.8315 |
451
+ | 0.2805 | 17.0213 | 800 | 0.6718 | 0.1565 | 0.6718 | 0.8197 |
452
+ | 0.2805 | 17.0638 | 802 | 0.6649 | 0.1965 | 0.6649 | 0.8154 |
453
+ | 0.2805 | 17.1064 | 804 | 0.6625 | 0.1965 | 0.6625 | 0.8140 |
454
+ | 0.2805 | 17.1489 | 806 | 0.6569 | 0.2034 | 0.6569 | 0.8105 |
455
+ | 0.2805 | 17.1915 | 808 | 0.6640 | 0.2105 | 0.6640 | 0.8149 |
456
+ | 0.2805 | 17.2340 | 810 | 0.6820 | 0.2078 | 0.6820 | 0.8258 |
457
+ | 0.2805 | 17.2766 | 812 | 0.6968 | 0.1541 | 0.6968 | 0.8347 |
458
+ | 0.2805 | 17.3191 | 814 | 0.7068 | 0.1048 | 0.7068 | 0.8407 |
459
+ | 0.2805 | 17.3617 | 816 | 0.7553 | 0.1605 | 0.7553 | 0.8691 |
460
+ | 0.2805 | 17.4043 | 818 | 0.8274 | 0.0515 | 0.8274 | 0.9096 |
461
+ | 0.2805 | 17.4468 | 820 | 0.8510 | 0.0839 | 0.8510 | 0.9225 |
462
+ | 0.2805 | 17.4894 | 822 | 0.7807 | 0.1107 | 0.7807 | 0.8836 |
463
+ | 0.2805 | 17.5319 | 824 | 0.6972 | 0.2034 | 0.6972 | 0.8350 |
464
+ | 0.2805 | 17.5745 | 826 | 0.6696 | 0.1835 | 0.6696 | 0.8183 |
465
+ | 0.2805 | 17.6170 | 828 | 0.6646 | 0.0973 | 0.6646 | 0.8152 |
466
+ | 0.2805 | 17.6596 | 830 | 0.6593 | 0.0970 | 0.6593 | 0.8120 |
467
+ | 0.2805 | 17.7021 | 832 | 0.6391 | 0.1311 | 0.6391 | 0.7994 |
468
+ | 0.2805 | 17.7447 | 834 | 0.6492 | 0.1565 | 0.6492 | 0.8057 |
469
+ | 0.2805 | 17.7872 | 836 | 0.7158 | 0.2277 | 0.7158 | 0.8460 |
470
+ | 0.2805 | 17.8298 | 838 | 0.7635 | 0.2292 | 0.7635 | 0.8738 |
471
+ | 0.2805 | 17.8723 | 840 | 0.7555 | 0.1660 | 0.7555 | 0.8692 |
472
+ | 0.2805 | 17.9149 | 842 | 0.7267 | 0.1003 | 0.7267 | 0.8525 |
473
+ | 0.2805 | 17.9574 | 844 | 0.7128 | 0.1048 | 0.7128 | 0.8443 |
474
+ | 0.2805 | 18.0 | 846 | 0.7081 | 0.1048 | 0.7081 | 0.8415 |
475
+ | 0.2805 | 18.0426 | 848 | 0.7019 | 0.1048 | 0.7019 | 0.8378 |
476
+ | 0.2805 | 18.0851 | 850 | 0.6934 | 0.1506 | 0.6934 | 0.8327 |
477
+ | 0.2805 | 18.1277 | 852 | 0.6791 | 0.1565 | 0.6791 | 0.8241 |
478
+ | 0.2805 | 18.1702 | 854 | 0.6793 | 0.1565 | 0.6793 | 0.8242 |
479
+ | 0.2805 | 18.2128 | 856 | 0.7066 | 0.1449 | 0.7066 | 0.8406 |
480
+ | 0.2805 | 18.2553 | 858 | 0.7610 | 0.2077 | 0.7610 | 0.8723 |
481
+ | 0.2805 | 18.2979 | 860 | 0.9142 | 0.0805 | 0.9142 | 0.9562 |
482
+ | 0.2805 | 18.3404 | 862 | 0.9478 | 0.0805 | 0.9478 | 0.9736 |
483
+ | 0.2805 | 18.3830 | 864 | 0.8450 | 0.0949 | 0.8450 | 0.9192 |
484
+ | 0.2805 | 18.4255 | 866 | 0.7625 | 0.0643 | 0.7625 | 0.8732 |
485
+ | 0.2805 | 18.4681 | 868 | 0.7964 | 0.0802 | 0.7964 | 0.8924 |
486
+ | 0.2805 | 18.5106 | 870 | 0.7934 | 0.1575 | 0.7934 | 0.8907 |
487
+ | 0.2805 | 18.5532 | 872 | 0.7321 | -0.0132 | 0.7321 | 0.8556 |
488
+ | 0.2805 | 18.5957 | 874 | 0.7387 | 0.1449 | 0.7387 | 0.8595 |
489
+ | 0.2805 | 18.6383 | 876 | 0.8393 | 0.1316 | 0.8393 | 0.9161 |
490
+ | 0.2805 | 18.6809 | 878 | 0.8884 | 0.1191 | 0.8884 | 0.9426 |
491
+ | 0.2805 | 18.7234 | 880 | 0.8758 | 0.1191 | 0.8758 | 0.9358 |
492
+ | 0.2805 | 18.7660 | 882 | 0.7947 | 0.1406 | 0.7947 | 0.8914 |
493
+ | 0.2805 | 18.8085 | 884 | 0.7232 | 0.1449 | 0.7232 | 0.8504 |
494
+ | 0.2805 | 18.8511 | 886 | 0.7164 | 0.0690 | 0.7164 | 0.8464 |
495
+ | 0.2805 | 18.8936 | 888 | 0.7325 | -0.0073 | 0.7325 | 0.8559 |
496
+ | 0.2805 | 18.9362 | 890 | 0.7390 | 0.0709 | 0.7390 | 0.8596 |
497
+ | 0.2805 | 18.9787 | 892 | 0.7560 | 0.0490 | 0.7560 | 0.8695 |
498
+ | 0.2805 | 19.0213 | 894 | 0.7461 | 0.0909 | 0.7461 | 0.8638 |
499
+ | 0.2805 | 19.0638 | 896 | 0.7281 | 0.1097 | 0.7281 | 0.8533 |
500
+ | 0.2805 | 19.1064 | 898 | 0.7307 | 0.1097 | 0.7307 | 0.8548 |
501
+ | 0.2805 | 19.1489 | 900 | 0.7279 | 0.1097 | 0.7279 | 0.8532 |
502
+ | 0.2805 | 19.1915 | 902 | 0.7456 | 0.1047 | 0.7456 | 0.8635 |
503
+ | 0.2805 | 19.2340 | 904 | 0.7663 | 0.1342 | 0.7663 | 0.8754 |
504
+ | 0.2805 | 19.2766 | 906 | 0.7515 | 0.1899 | 0.7515 | 0.8669 |
505
+ | 0.2805 | 19.3191 | 908 | 0.7292 | 0.1097 | 0.7292 | 0.8539 |
506
+ | 0.2805 | 19.3617 | 910 | 0.7287 | 0.1097 | 0.7287 | 0.8537 |
507
+ | 0.2805 | 19.4043 | 912 | 0.7297 | 0.1097 | 0.7297 | 0.8542 |
508
+ | 0.2805 | 19.4468 | 914 | 0.7150 | 0.1097 | 0.7150 | 0.8456 |
509
+ | 0.2805 | 19.4894 | 916 | 0.6933 | 0.1097 | 0.6933 | 0.8326 |
510
+ | 0.2805 | 19.5319 | 918 | 0.7023 | 0.1097 | 0.7023 | 0.8380 |
511
+ | 0.2805 | 19.5745 | 920 | 0.7126 | 0.1097 | 0.7126 | 0.8441 |
512
+ | 0.2805 | 19.6170 | 922 | 0.7412 | 0.0999 | 0.7412 | 0.8609 |
513
+ | 0.2805 | 19.6596 | 924 | 0.7353 | 0.0999 | 0.7353 | 0.8575 |
514
+ | 0.2805 | 19.7021 | 926 | 0.7091 | 0.0588 | 0.7091 | 0.8421 |
515
+ | 0.2805 | 19.7447 | 928 | 0.6949 | 0.1612 | 0.6949 | 0.8336 |
516
+ | 0.2805 | 19.7872 | 930 | 0.6865 | 0.1787 | 0.6865 | 0.8285 |
517
+ | 0.2805 | 19.8298 | 932 | 0.6754 | 0.1787 | 0.6754 | 0.8218 |
518
+ | 0.2805 | 19.8723 | 934 | 0.6725 | 0.1691 | 0.6725 | 0.8201 |
519
+ | 0.2805 | 19.9149 | 936 | 0.6904 | 0.1097 | 0.6904 | 0.8309 |
520
+ | 0.2805 | 19.9574 | 938 | 0.7732 | 0.0826 | 0.7732 | 0.8793 |
521
+ | 0.2805 | 20.0 | 940 | 0.8750 | 0.0984 | 0.8750 | 0.9354 |
522
+ | 0.2805 | 20.0426 | 942 | 0.9185 | 0.0515 | 0.9185 | 0.9584 |
523
+ | 0.2805 | 20.0851 | 944 | 0.8622 | 0.1024 | 0.8622 | 0.9285 |
524
+ | 0.2805 | 20.1277 | 946 | 0.7997 | 0.0476 | 0.7997 | 0.8943 |
525
+ | 0.2805 | 20.1702 | 948 | 0.7627 | 0.1048 | 0.7627 | 0.8733 |
526
+ | 0.2805 | 20.2128 | 950 | 0.7559 | 0.0650 | 0.7559 | 0.8694 |
527
+ | 0.2805 | 20.2553 | 952 | 0.7372 | 0.1096 | 0.7372 | 0.8586 |
528
+ | 0.2805 | 20.2979 | 954 | 0.7288 | 0.1097 | 0.7288 | 0.8537 |
529
+ | 0.2805 | 20.3404 | 956 | 0.7399 | 0.1506 | 0.7399 | 0.8602 |
530
+ | 0.2805 | 20.3830 | 958 | 0.7763 | -0.0008 | 0.7763 | 0.8811 |
531
+ | 0.2805 | 20.4255 | 960 | 0.8316 | 0.1064 | 0.8316 | 0.9119 |
532
+ | 0.2805 | 20.4681 | 962 | 0.8816 | 0.0545 | 0.8816 | 0.9389 |
533
+ | 0.2805 | 20.5106 | 964 | 0.8914 | 0.0515 | 0.8914 | 0.9441 |
534
+ | 0.2805 | 20.5532 | 966 | 0.8292 | 0.1064 | 0.8292 | 0.9106 |
535
+ | 0.2805 | 20.5957 | 968 | 0.7602 | 0.0476 | 0.7602 | 0.8719 |
536
+ | 0.2805 | 20.6383 | 970 | 0.7393 | 0.1097 | 0.7393 | 0.8598 |
537
+ | 0.2805 | 20.6809 | 972 | 0.7498 | 0.1097 | 0.7498 | 0.8659 |
538
+ | 0.2805 | 20.7234 | 974 | 0.7912 | 0.0826 | 0.7912 | 0.8895 |
539
+ | 0.2805 | 20.7660 | 976 | 0.8511 | 0.0316 | 0.8511 | 0.9225 |
540
+ | 0.2805 | 20.8085 | 978 | 0.9045 | 0.0260 | 0.9045 | 0.9510 |
541
+ | 0.2805 | 20.8511 | 980 | 0.9679 | 0.0515 | 0.9679 | 0.9838 |
542
+ | 0.2805 | 20.8936 | 982 | 0.9930 | 0.0515 | 0.9930 | 0.9965 |
543
+ | 0.2805 | 20.9362 | 984 | 0.9022 | 0.0233 | 0.9022 | 0.9499 |
544
+ | 0.2805 | 20.9787 | 986 | 0.7606 | 0.0588 | 0.7606 | 0.8721 |
545
+ | 0.2805 | 21.0213 | 988 | 0.7239 | 0.0776 | 0.7239 | 0.8508 |
546
+ | 0.2805 | 21.0638 | 990 | 0.7201 | 0.0412 | 0.7201 | 0.8486 |
547
+ | 0.2805 | 21.1064 | 992 | 0.7027 | 0.1254 | 0.7027 | 0.8383 |
548
+ | 0.2805 | 21.1489 | 994 | 0.7304 | 0.1097 | 0.7304 | 0.8547 |
549
+ | 0.2805 | 21.1915 | 996 | 0.8445 | 0.0287 | 0.8445 | 0.9189 |
550
+ | 0.2805 | 21.2340 | 998 | 0.9626 | -0.0182 | 0.9626 | 0.9811 |
551
+ | 0.068 | 21.2766 | 1000 | 0.9761 | -0.0200 | 0.9761 | 0.9880 |
552
+ | 0.068 | 21.3191 | 1002 | 0.9490 | -0.0182 | 0.9490 | 0.9742 |
553
+ | 0.068 | 21.3617 | 1004 | 0.9286 | -0.0182 | 0.9286 | 0.9636 |
554
+
555
+
556
+ ### Framework versions
557
+
558
+ - Transformers 4.44.2
559
+ - Pytorch 2.4.0+cu118
560
+ - Datasets 2.21.0
561
+ - Tokenizers 0.19.1
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