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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k18_task7_organization

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Training in progress, step 500

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  1. README.md +605 -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_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_task7_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_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_task7_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: 0.7494
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+ - Qwk: 0.3157
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+ - Mse: 0.7494
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+ - Rmse: 0.8657
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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 | 0.0233 | 2 | 2.6111 | -0.0758 | 2.6111 | 1.6159 |
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+ | No log | 0.0465 | 4 | 1.3512 | 0.1549 | 1.3512 | 1.1624 |
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+ | No log | 0.0698 | 6 | 1.1368 | -0.0927 | 1.1368 | 1.0662 |
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+ | No log | 0.0930 | 8 | 1.0970 | 0.0151 | 1.0970 | 1.0474 |
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+ | No log | 0.1163 | 10 | 1.2892 | -0.0726 | 1.2892 | 1.1354 |
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+ | No log | 0.1395 | 12 | 1.3542 | -0.0704 | 1.3542 | 1.1637 |
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+ | No log | 0.1628 | 14 | 1.1656 | 0.0527 | 1.1656 | 1.0796 |
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+ | No log | 0.1860 | 16 | 1.0412 | 0.1180 | 1.0412 | 1.0204 |
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+ | No log | 0.2093 | 18 | 0.8702 | 0.2027 | 0.8702 | 0.9329 |
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+ | No log | 0.2326 | 20 | 0.7983 | 0.1508 | 0.7983 | 0.8935 |
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+ | No log | 0.2558 | 22 | 0.7879 | 0.1922 | 0.7879 | 0.8876 |
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+ | No log | 0.2791 | 24 | 0.8643 | 0.0 | 0.8643 | 0.9297 |
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+ | No log | 0.3023 | 26 | 1.0397 | -0.0741 | 1.0397 | 1.0196 |
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+ | No log | 0.3256 | 28 | 0.9891 | -0.0426 | 0.9891 | 0.9945 |
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+ | No log | 0.3488 | 30 | 0.8533 | 0.0 | 0.8533 | 0.9237 |
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+ | No log | 0.3721 | 32 | 0.8132 | 0.0 | 0.8132 | 0.9018 |
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+ | No log | 0.3953 | 34 | 0.8150 | 0.0428 | 0.8150 | 0.9028 |
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+ | No log | 0.4186 | 36 | 0.8345 | 0.0 | 0.8345 | 0.9135 |
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+ | No log | 0.4419 | 38 | 0.8755 | 0.0481 | 0.8755 | 0.9357 |
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+ | No log | 0.4651 | 40 | 0.8769 | 0.0053 | 0.8769 | 0.9364 |
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+ | No log | 0.4884 | 42 | 0.8697 | 0.0441 | 0.8697 | 0.9326 |
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+ | No log | 0.5116 | 44 | 0.8570 | 0.1092 | 0.8570 | 0.9257 |
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+ | No log | 0.5349 | 46 | 0.9687 | 0.0759 | 0.9687 | 0.9842 |
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+ | No log | 0.5581 | 48 | 1.0811 | 0.0279 | 1.0811 | 1.0398 |
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+ | No log | 0.5814 | 50 | 0.9610 | 0.0759 | 0.9610 | 0.9803 |
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+ | No log | 0.6047 | 52 | 0.8502 | 0.1471 | 0.8502 | 0.9221 |
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+ | No log | 0.6279 | 54 | 0.8333 | 0.1092 | 0.8333 | 0.9129 |
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+ | No log | 0.6512 | 56 | 0.9527 | -0.0204 | 0.9527 | 0.9760 |
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+ | No log | 0.6744 | 58 | 1.0845 | 0.0679 | 1.0845 | 1.0414 |
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+ | No log | 0.6977 | 60 | 1.0483 | 0.0679 | 1.0483 | 1.0239 |
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+ | No log | 0.7209 | 62 | 0.9423 | 0.1990 | 0.9423 | 0.9707 |
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+ | No log | 0.7442 | 64 | 0.8239 | 0.1345 | 0.8239 | 0.9077 |
84
+ | No log | 0.7674 | 66 | 0.8057 | 0.1228 | 0.8057 | 0.8976 |
85
+ | No log | 0.7907 | 68 | 0.8897 | 0.1539 | 0.8897 | 0.9432 |
86
+ | No log | 0.8140 | 70 | 0.9095 | 0.1174 | 0.9095 | 0.9537 |
87
+ | No log | 0.8372 | 72 | 0.9343 | 0.1240 | 0.9343 | 0.9666 |
88
+ | No log | 0.8605 | 74 | 0.9833 | 0.1309 | 0.9833 | 0.9916 |
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+ | No log | 0.8837 | 76 | 0.9345 | 0.1990 | 0.9345 | 0.9667 |
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+ | No log | 0.9070 | 78 | 0.9676 | 0.1957 | 0.9676 | 0.9837 |
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+ | No log | 0.9302 | 80 | 1.0159 | 0.2263 | 1.0159 | 1.0079 |
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+ | No log | 0.9535 | 82 | 0.9885 | 0.1639 | 0.9885 | 0.9943 |
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+ | No log | 0.9767 | 84 | 0.9272 | 0.2408 | 0.9272 | 0.9629 |
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+ | No log | 1.0 | 86 | 0.8363 | 0.1608 | 0.8363 | 0.9145 |
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+ | No log | 1.0233 | 88 | 0.8389 | 0.0741 | 0.8389 | 0.9159 |
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+ | No log | 1.0465 | 90 | 0.8464 | 0.0313 | 0.8464 | 0.9200 |
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+ | No log | 1.0698 | 92 | 0.8328 | 0.0717 | 0.8328 | 0.9126 |
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+ | No log | 1.0930 | 94 | 0.8439 | 0.0889 | 0.8439 | 0.9187 |
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+ | No log | 1.1163 | 96 | 0.8453 | 0.0889 | 0.8453 | 0.9194 |
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+ | No log | 1.1395 | 98 | 0.8973 | 0.0460 | 0.8973 | 0.9473 |
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+ | No log | 1.1628 | 100 | 1.0464 | -0.0424 | 1.0464 | 1.0229 |
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+ | No log | 1.1860 | 102 | 1.1057 | -0.0306 | 1.1057 | 1.0515 |
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+ | No log | 1.2093 | 104 | 1.0625 | 0.0598 | 1.0625 | 1.0308 |
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+ | No log | 1.2326 | 106 | 1.0090 | 0.1281 | 1.0090 | 1.0045 |
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+ | No log | 1.2558 | 108 | 0.9892 | 0.0559 | 0.9892 | 0.9946 |
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+ | No log | 1.2791 | 110 | 0.8713 | 0.0 | 0.8713 | 0.9334 |
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+ | No log | 1.3023 | 112 | 0.8499 | -0.0054 | 0.8499 | 0.9219 |
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+ | No log | 1.3256 | 114 | 0.8561 | -0.0054 | 0.8561 | 0.9253 |
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+ | No log | 1.3488 | 116 | 0.8786 | -0.0426 | 0.8786 | 0.9373 |
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+ | No log | 1.3721 | 118 | 0.8714 | 0.0053 | 0.8714 | 0.9335 |
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+ | No log | 1.3953 | 120 | 0.8472 | 0.0 | 0.8472 | 0.9204 |
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+ | No log | 1.4186 | 122 | 0.8295 | 0.1051 | 0.8295 | 0.9108 |
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+ | No log | 1.4419 | 124 | 0.8325 | 0.1264 | 0.8325 | 0.9124 |
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+ | No log | 1.4651 | 126 | 0.8043 | 0.1051 | 0.8043 | 0.8968 |
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+ | No log | 1.4884 | 128 | 0.9662 | 0.0974 | 0.9662 | 0.9830 |
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+ | No log | 1.5116 | 130 | 1.1636 | 0.2023 | 1.1636 | 1.0787 |
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+ | No log | 1.5349 | 132 | 1.1118 | 0.2051 | 1.1118 | 1.0544 |
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+ | No log | 1.5581 | 134 | 0.9069 | 0.2144 | 0.9069 | 0.9523 |
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+ | No log | 1.5814 | 136 | 0.7896 | 0.1135 | 0.7896 | 0.8886 |
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+ | No log | 1.6047 | 138 | 0.7843 | 0.1135 | 0.7843 | 0.8856 |
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+ | No log | 1.6279 | 140 | 0.8729 | 0.2469 | 0.8729 | 0.9343 |
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+ | No log | 1.6512 | 142 | 1.1073 | 0.1786 | 1.1073 | 1.0523 |
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+ | No log | 1.6744 | 144 | 1.1960 | 0.2009 | 1.1960 | 1.0936 |
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+ | No log | 1.6977 | 146 | 1.1735 | 0.2280 | 1.1735 | 1.0833 |
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+ | No log | 1.7209 | 148 | 1.0922 | 0.2097 | 1.0922 | 1.0451 |
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+ | No log | 1.7442 | 150 | 0.8558 | 0.1555 | 0.8558 | 0.9251 |
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+ | No log | 1.7674 | 152 | 0.7990 | 0.1558 | 0.7990 | 0.8939 |
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+ | No log | 1.7907 | 154 | 0.8215 | 0.1558 | 0.8215 | 0.9064 |
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+ | No log | 1.8140 | 156 | 0.8629 | 0.1635 | 0.8629 | 0.9289 |
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+ | No log | 1.8372 | 158 | 0.8330 | 0.1979 | 0.8330 | 0.9127 |
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+ | No log | 1.8605 | 160 | 0.7608 | 0.0748 | 0.7608 | 0.8722 |
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+ | No log | 1.8837 | 162 | 0.7929 | 0.1869 | 0.7929 | 0.8905 |
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+ | No log | 1.9070 | 164 | 0.8287 | 0.1216 | 0.8287 | 0.9103 |
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+ | No log | 1.9302 | 166 | 0.9228 | 0.1379 | 0.9228 | 0.9606 |
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+ | No log | 1.9535 | 168 | 1.0560 | 0.2384 | 1.0560 | 1.0276 |
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+ | No log | 1.9767 | 170 | 1.2817 | 0.0745 | 1.2817 | 1.1321 |
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+ | No log | 2.0 | 172 | 1.2821 | 0.0745 | 1.2821 | 1.1323 |
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+ | No log | 2.0233 | 174 | 1.0826 | 0.2154 | 1.0826 | 1.0405 |
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+ | No log | 2.0465 | 176 | 0.8931 | -0.0024 | 0.8931 | 0.9450 |
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+ | No log | 2.0698 | 178 | 0.8700 | 0.0289 | 0.8700 | 0.9327 |
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+ | No log | 2.0930 | 180 | 0.8624 | -0.0073 | 0.8624 | 0.9287 |
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+ | No log | 2.1163 | 182 | 0.8640 | -0.0073 | 0.8640 | 0.9295 |
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+ | No log | 2.1395 | 184 | 0.9060 | 0.0437 | 0.9060 | 0.9519 |
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+ | No log | 2.1628 | 186 | 0.9565 | 0.1244 | 0.9565 | 0.9780 |
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+ | No log | 2.1860 | 188 | 1.0032 | 0.1512 | 1.0032 | 1.0016 |
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+ | No log | 2.2093 | 190 | 1.0353 | 0.1452 | 1.0353 | 1.0175 |
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+ | No log | 2.2326 | 192 | 1.1016 | 0.1457 | 1.1016 | 1.0496 |
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+ | No log | 2.2558 | 194 | 1.0336 | 0.2005 | 1.0336 | 1.0167 |
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+ | No log | 2.2791 | 196 | 0.9435 | 0.1453 | 0.9435 | 0.9713 |
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+ | No log | 2.3023 | 198 | 0.9496 | 0.1446 | 0.9496 | 0.9745 |
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+ | No log | 2.3256 | 200 | 0.8937 | 0.2252 | 0.8937 | 0.9454 |
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+ | No log | 2.3488 | 202 | 0.9011 | 0.2447 | 0.9011 | 0.9493 |
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+ | No log | 2.3721 | 204 | 0.9161 | 0.3083 | 0.9161 | 0.9571 |
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+ | No log | 2.3953 | 206 | 0.8955 | 0.2555 | 0.8955 | 0.9463 |
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+ | No log | 2.4186 | 208 | 0.9292 | 0.1379 | 0.9292 | 0.9640 |
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+ | No log | 2.4419 | 210 | 0.9554 | 0.1407 | 0.9554 | 0.9774 |
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+ | No log | 2.4651 | 212 | 0.9489 | 0.1693 | 0.9489 | 0.9741 |
158
+ | No log | 2.4884 | 214 | 0.9330 | 0.1982 | 0.9330 | 0.9659 |
159
+ | No log | 2.5116 | 216 | 0.9477 | 0.1651 | 0.9477 | 0.9735 |
160
+ | No log | 2.5349 | 218 | 0.8942 | 0.1707 | 0.8942 | 0.9456 |
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+ | No log | 2.5581 | 220 | 0.8655 | 0.2247 | 0.8655 | 0.9303 |
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+ | No log | 2.5814 | 222 | 0.8632 | 0.2532 | 0.8632 | 0.9291 |
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+ | No log | 2.6047 | 224 | 0.8708 | 0.2365 | 0.8708 | 0.9332 |
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+ | No log | 2.6279 | 226 | 0.8868 | 0.1289 | 0.8868 | 0.9417 |
165
+ | No log | 2.6512 | 228 | 0.9354 | 0.1413 | 0.9354 | 0.9671 |
166
+ | No log | 2.6744 | 230 | 0.8752 | 0.1090 | 0.8752 | 0.9355 |
167
+ | No log | 2.6977 | 232 | 0.8351 | 0.1090 | 0.8351 | 0.9138 |
168
+ | No log | 2.7209 | 234 | 0.8322 | 0.1483 | 0.8322 | 0.9122 |
169
+ | No log | 2.7442 | 236 | 0.9425 | 0.2352 | 0.9425 | 0.9708 |
170
+ | No log | 2.7674 | 238 | 1.0136 | 0.3074 | 1.0136 | 1.0068 |
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+ | No log | 2.7907 | 240 | 0.9967 | 0.2830 | 0.9967 | 0.9983 |
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+ | No log | 2.8140 | 242 | 0.8995 | 0.2352 | 0.8995 | 0.9484 |
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+ | No log | 2.8372 | 244 | 0.8384 | 0.1769 | 0.8384 | 0.9156 |
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+ | No log | 2.8605 | 246 | 0.8142 | 0.2535 | 0.8142 | 0.9023 |
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+ | No log | 2.8837 | 248 | 0.8198 | 0.1952 | 0.8198 | 0.9054 |
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+ | No log | 2.9070 | 250 | 0.8505 | 0.1483 | 0.8505 | 0.9222 |
177
+ | No log | 2.9302 | 252 | 0.9385 | 0.2625 | 0.9385 | 0.9687 |
178
+ | No log | 2.9535 | 254 | 0.9120 | 0.2074 | 0.9120 | 0.9550 |
179
+ | No log | 2.9767 | 256 | 0.8288 | 0.0727 | 0.8288 | 0.9104 |
180
+ | No log | 3.0 | 258 | 0.8281 | 0.0349 | 0.8281 | 0.9100 |
181
+ | No log | 3.0233 | 260 | 0.9124 | 0.2625 | 0.9124 | 0.9552 |
182
+ | No log | 3.0465 | 262 | 0.9529 | 0.2865 | 0.9529 | 0.9762 |
183
+ | No log | 3.0698 | 264 | 0.9135 | 0.2865 | 0.9135 | 0.9557 |
184
+ | No log | 3.0930 | 266 | 0.8489 | 0.1127 | 0.8489 | 0.9214 |
185
+ | No log | 3.1163 | 268 | 0.8618 | 0.1475 | 0.8618 | 0.9283 |
186
+ | No log | 3.1395 | 270 | 0.9108 | 0.1795 | 0.9108 | 0.9544 |
187
+ | No log | 3.1628 | 272 | 0.8937 | 0.1475 | 0.8937 | 0.9454 |
188
+ | No log | 3.1860 | 274 | 0.8315 | 0.1567 | 0.8315 | 0.9119 |
189
+ | No log | 3.2093 | 276 | 0.8435 | 0.2605 | 0.8435 | 0.9184 |
190
+ | No log | 3.2326 | 278 | 0.8413 | 0.1213 | 0.8413 | 0.9172 |
191
+ | No log | 3.2558 | 280 | 0.9054 | 0.2010 | 0.9054 | 0.9515 |
192
+ | No log | 3.2791 | 282 | 0.9164 | 0.1994 | 0.9164 | 0.9573 |
193
+ | No log | 3.3023 | 284 | 0.8884 | 0.2248 | 0.8884 | 0.9425 |
194
+ | No log | 3.3256 | 286 | 0.9013 | 0.1994 | 0.9013 | 0.9494 |
195
+ | No log | 3.3488 | 288 | 0.8467 | 0.1650 | 0.8467 | 0.9202 |
196
+ | No log | 3.3721 | 290 | 0.8386 | 0.1811 | 0.8386 | 0.9158 |
197
+ | No log | 3.3953 | 292 | 0.8308 | 0.1760 | 0.8308 | 0.9115 |
198
+ | No log | 3.4186 | 294 | 0.8590 | 0.2754 | 0.8590 | 0.9268 |
199
+ | No log | 3.4419 | 296 | 0.8512 | 0.2467 | 0.8512 | 0.9226 |
200
+ | No log | 3.4651 | 298 | 0.8143 | 0.1820 | 0.8143 | 0.9024 |
201
+ | No log | 3.4884 | 300 | 0.8495 | 0.1054 | 0.8495 | 0.9217 |
202
+ | No log | 3.5116 | 302 | 0.8679 | 0.2026 | 0.8679 | 0.9316 |
203
+ | No log | 3.5349 | 304 | 0.8087 | 0.1246 | 0.8087 | 0.8993 |
204
+ | No log | 3.5581 | 306 | 0.7930 | 0.2449 | 0.7930 | 0.8905 |
205
+ | No log | 3.5814 | 308 | 0.8043 | 0.2173 | 0.8043 | 0.8968 |
206
+ | No log | 3.6047 | 310 | 0.8366 | 0.2393 | 0.8366 | 0.9147 |
207
+ | No log | 3.6279 | 312 | 0.8361 | 0.2742 | 0.8361 | 0.9144 |
208
+ | No log | 3.6512 | 314 | 0.8353 | 0.3235 | 0.8353 | 0.9139 |
209
+ | No log | 3.6744 | 316 | 0.8633 | 0.3503 | 0.8633 | 0.9292 |
210
+ | No log | 3.6977 | 318 | 0.8184 | 0.3111 | 0.8184 | 0.9046 |
211
+ | No log | 3.7209 | 320 | 0.8204 | 0.3746 | 0.8204 | 0.9057 |
212
+ | No log | 3.7442 | 322 | 0.9286 | 0.2476 | 0.9286 | 0.9636 |
213
+ | No log | 3.7674 | 324 | 0.9655 | 0.2758 | 0.9655 | 0.9826 |
214
+ | No log | 3.7907 | 326 | 0.8264 | 0.3189 | 0.8264 | 0.9091 |
215
+ | No log | 3.8140 | 328 | 0.7638 | 0.3161 | 0.7638 | 0.8740 |
216
+ | No log | 3.8372 | 330 | 0.7699 | 0.3279 | 0.7699 | 0.8775 |
217
+ | No log | 3.8605 | 332 | 0.7616 | 0.3536 | 0.7616 | 0.8727 |
218
+ | No log | 3.8837 | 334 | 0.8530 | 0.2870 | 0.8530 | 0.9236 |
219
+ | No log | 3.9070 | 336 | 1.0738 | 0.2225 | 1.0738 | 1.0362 |
220
+ | No log | 3.9302 | 338 | 1.0785 | 0.2225 | 1.0785 | 1.0385 |
221
+ | No log | 3.9535 | 340 | 0.9434 | 0.3006 | 0.9434 | 0.9713 |
222
+ | No log | 3.9767 | 342 | 0.8100 | 0.2971 | 0.8100 | 0.9000 |
223
+ | No log | 4.0 | 344 | 0.7874 | 0.3043 | 0.7874 | 0.8873 |
224
+ | No log | 4.0233 | 346 | 0.8331 | 0.3109 | 0.8331 | 0.9127 |
225
+ | No log | 4.0465 | 348 | 0.8457 | 0.2840 | 0.8457 | 0.9196 |
226
+ | No log | 4.0698 | 350 | 0.8072 | 0.3076 | 0.8072 | 0.8984 |
227
+ | No log | 4.0930 | 352 | 0.7832 | 0.3410 | 0.7831 | 0.8850 |
228
+ | No log | 4.1163 | 354 | 0.7807 | 0.3074 | 0.7807 | 0.8836 |
229
+ | No log | 4.1395 | 356 | 0.8031 | 0.3627 | 0.8031 | 0.8962 |
230
+ | No log | 4.1628 | 358 | 0.7892 | 0.3773 | 0.7892 | 0.8884 |
231
+ | No log | 4.1860 | 360 | 0.7324 | 0.3942 | 0.7324 | 0.8558 |
232
+ | No log | 4.2093 | 362 | 0.7345 | 0.3692 | 0.7345 | 0.8570 |
233
+ | No log | 4.2326 | 364 | 0.7505 | 0.4806 | 0.7505 | 0.8663 |
234
+ | No log | 4.2558 | 366 | 0.8354 | 0.3315 | 0.8354 | 0.9140 |
235
+ | No log | 4.2791 | 368 | 0.8518 | 0.3872 | 0.8518 | 0.9229 |
236
+ | No log | 4.3023 | 370 | 0.7789 | 0.3899 | 0.7789 | 0.8825 |
237
+ | No log | 4.3256 | 372 | 0.7434 | 0.3703 | 0.7434 | 0.8622 |
238
+ | No log | 4.3488 | 374 | 0.7548 | 0.3605 | 0.7548 | 0.8688 |
239
+ | No log | 4.3721 | 376 | 0.8223 | 0.2368 | 0.8223 | 0.9068 |
240
+ | No log | 4.3953 | 378 | 0.9024 | 0.3538 | 0.9024 | 0.9500 |
241
+ | No log | 4.4186 | 380 | 0.8412 | 0.2625 | 0.8412 | 0.9172 |
242
+ | No log | 4.4419 | 382 | 0.7572 | 0.2944 | 0.7572 | 0.8702 |
243
+ | No log | 4.4651 | 384 | 0.7321 | 0.2917 | 0.7321 | 0.8557 |
244
+ | No log | 4.4884 | 386 | 0.7093 | 0.3485 | 0.7093 | 0.8422 |
245
+ | No log | 4.5116 | 388 | 0.7014 | 0.3417 | 0.7014 | 0.8375 |
246
+ | No log | 4.5349 | 390 | 0.6942 | 0.3425 | 0.6942 | 0.8332 |
247
+ | No log | 4.5581 | 392 | 0.6931 | 0.4125 | 0.6931 | 0.8325 |
248
+ | No log | 4.5814 | 394 | 0.6978 | 0.4582 | 0.6978 | 0.8354 |
249
+ | No log | 4.6047 | 396 | 0.7132 | 0.4663 | 0.7132 | 0.8445 |
250
+ | No log | 4.6279 | 398 | 0.7052 | 0.4879 | 0.7052 | 0.8397 |
251
+ | No log | 4.6512 | 400 | 0.6694 | 0.4495 | 0.6694 | 0.8182 |
252
+ | No log | 4.6744 | 402 | 0.6900 | 0.3946 | 0.6900 | 0.8306 |
253
+ | No log | 4.6977 | 404 | 0.8071 | 0.3052 | 0.8071 | 0.8984 |
254
+ | No log | 4.7209 | 406 | 0.8120 | 0.2806 | 0.8120 | 0.9011 |
255
+ | No log | 4.7442 | 408 | 0.7163 | 0.3673 | 0.7163 | 0.8463 |
256
+ | No log | 4.7674 | 410 | 0.6883 | 0.4200 | 0.6883 | 0.8297 |
257
+ | No log | 4.7907 | 412 | 0.7009 | 0.4044 | 0.7009 | 0.8372 |
258
+ | No log | 4.8140 | 414 | 0.7154 | 0.4029 | 0.7154 | 0.8458 |
259
+ | No log | 4.8372 | 416 | 0.7616 | 0.2879 | 0.7616 | 0.8727 |
260
+ | No log | 4.8605 | 418 | 0.7565 | 0.1683 | 0.7565 | 0.8697 |
261
+ | No log | 4.8837 | 420 | 0.7396 | 0.3069 | 0.7396 | 0.8600 |
262
+ | No log | 4.9070 | 422 | 0.7557 | 0.2775 | 0.7557 | 0.8693 |
263
+ | No log | 4.9302 | 424 | 0.7555 | 0.2867 | 0.7555 | 0.8692 |
264
+ | No log | 4.9535 | 426 | 0.7864 | 0.2793 | 0.7864 | 0.8868 |
265
+ | No log | 4.9767 | 428 | 0.7826 | 0.2793 | 0.7826 | 0.8847 |
266
+ | No log | 5.0 | 430 | 0.7729 | 0.2853 | 0.7729 | 0.8791 |
267
+ | No log | 5.0233 | 432 | 0.7385 | 0.2019 | 0.7385 | 0.8593 |
268
+ | No log | 5.0465 | 434 | 0.7300 | 0.3051 | 0.7300 | 0.8544 |
269
+ | No log | 5.0698 | 436 | 0.7149 | 0.2843 | 0.7149 | 0.8455 |
270
+ | No log | 5.0930 | 438 | 0.7274 | 0.1720 | 0.7274 | 0.8529 |
271
+ | No log | 5.1163 | 440 | 0.7825 | 0.2414 | 0.7825 | 0.8846 |
272
+ | No log | 5.1395 | 442 | 0.8696 | 0.2552 | 0.8696 | 0.9325 |
273
+ | No log | 5.1628 | 444 | 0.9458 | 0.3015 | 0.9458 | 0.9725 |
274
+ | No log | 5.1860 | 446 | 0.9067 | 0.2993 | 0.9067 | 0.9522 |
275
+ | No log | 5.2093 | 448 | 0.8536 | 0.3302 | 0.8536 | 0.9239 |
276
+ | No log | 5.2326 | 450 | 0.8129 | 0.3099 | 0.8129 | 0.9016 |
277
+ | No log | 5.2558 | 452 | 0.7698 | 0.3035 | 0.7698 | 0.8774 |
278
+ | No log | 5.2791 | 454 | 0.7590 | 0.3401 | 0.7590 | 0.8712 |
279
+ | No log | 5.3023 | 456 | 0.7686 | 0.3018 | 0.7686 | 0.8767 |
280
+ | No log | 5.3256 | 458 | 0.7418 | 0.3465 | 0.7418 | 0.8613 |
281
+ | No log | 5.3488 | 460 | 0.7449 | 0.2595 | 0.7449 | 0.8631 |
282
+ | No log | 5.3721 | 462 | 0.7541 | 0.2884 | 0.7541 | 0.8684 |
283
+ | No log | 5.3953 | 464 | 0.7462 | 0.3593 | 0.7462 | 0.8638 |
284
+ | No log | 5.4186 | 466 | 0.7662 | 0.3548 | 0.7662 | 0.8753 |
285
+ | No log | 5.4419 | 468 | 0.7697 | 0.3146 | 0.7697 | 0.8773 |
286
+ | No log | 5.4651 | 470 | 0.7516 | 0.3133 | 0.7516 | 0.8670 |
287
+ | No log | 5.4884 | 472 | 0.7845 | 0.2273 | 0.7845 | 0.8857 |
288
+ | No log | 5.5116 | 474 | 0.8843 | 0.2571 | 0.8843 | 0.9404 |
289
+ | No log | 5.5349 | 476 | 0.8801 | 0.2289 | 0.8801 | 0.9382 |
290
+ | No log | 5.5581 | 478 | 0.8095 | 0.2295 | 0.8095 | 0.8997 |
291
+ | No log | 5.5814 | 480 | 0.7915 | 0.1935 | 0.7915 | 0.8897 |
292
+ | No log | 5.6047 | 482 | 0.8261 | 0.2751 | 0.8261 | 0.9089 |
293
+ | No log | 5.6279 | 484 | 0.8176 | 0.3001 | 0.8176 | 0.9042 |
294
+ | No log | 5.6512 | 486 | 0.7809 | 0.3260 | 0.7809 | 0.8837 |
295
+ | No log | 5.6744 | 488 | 0.7821 | 0.2429 | 0.7821 | 0.8844 |
296
+ | No log | 5.6977 | 490 | 0.8473 | 0.3113 | 0.8473 | 0.9205 |
297
+ | No log | 5.7209 | 492 | 0.8935 | 0.3570 | 0.8935 | 0.9452 |
298
+ | No log | 5.7442 | 494 | 0.8754 | 0.3570 | 0.8754 | 0.9356 |
299
+ | No log | 5.7674 | 496 | 0.7988 | 0.3201 | 0.7988 | 0.8938 |
300
+ | No log | 5.7907 | 498 | 0.7832 | 0.3271 | 0.7832 | 0.8850 |
301
+ | 0.38 | 5.8140 | 500 | 0.8069 | 0.2571 | 0.8069 | 0.8983 |
302
+ | 0.38 | 5.8372 | 502 | 0.8695 | 0.3099 | 0.8695 | 0.9325 |
303
+ | 0.38 | 5.8605 | 504 | 0.8258 | 0.2900 | 0.8258 | 0.9087 |
304
+ | 0.38 | 5.8837 | 506 | 0.7572 | 0.2325 | 0.7572 | 0.8702 |
305
+ | 0.38 | 5.9070 | 508 | 0.7388 | 0.3285 | 0.7388 | 0.8596 |
306
+ | 0.38 | 5.9302 | 510 | 0.7523 | 0.2999 | 0.7523 | 0.8673 |
307
+ | 0.38 | 5.9535 | 512 | 0.7834 | 0.2303 | 0.7834 | 0.8851 |
308
+ | 0.38 | 5.9767 | 514 | 0.8451 | 0.3292 | 0.8451 | 0.9193 |
309
+ | 0.38 | 6.0 | 516 | 0.8378 | 0.3292 | 0.8378 | 0.9153 |
310
+ | 0.38 | 6.0233 | 518 | 0.7823 | 0.2767 | 0.7823 | 0.8845 |
311
+ | 0.38 | 6.0465 | 520 | 0.7557 | 0.3018 | 0.7557 | 0.8693 |
312
+ | 0.38 | 6.0698 | 522 | 0.7468 | 0.2796 | 0.7468 | 0.8642 |
313
+ | 0.38 | 6.0930 | 524 | 0.7688 | 0.2848 | 0.7688 | 0.8768 |
314
+ | 0.38 | 6.1163 | 526 | 0.7768 | 0.3441 | 0.7768 | 0.8813 |
315
+ | 0.38 | 6.1395 | 528 | 0.7885 | 0.3831 | 0.7885 | 0.8880 |
316
+ | 0.38 | 6.1628 | 530 | 0.8270 | 0.3496 | 0.8270 | 0.9094 |
317
+ | 0.38 | 6.1860 | 532 | 0.8876 | 0.3411 | 0.8876 | 0.9421 |
318
+ | 0.38 | 6.2093 | 534 | 0.8544 | 0.3688 | 0.8544 | 0.9243 |
319
+ | 0.38 | 6.2326 | 536 | 0.7978 | 0.3610 | 0.7978 | 0.8932 |
320
+ | 0.38 | 6.2558 | 538 | 0.7380 | 0.3902 | 0.7380 | 0.8591 |
321
+ | 0.38 | 6.2791 | 540 | 0.7134 | 0.4543 | 0.7134 | 0.8446 |
322
+ | 0.38 | 6.3023 | 542 | 0.7058 | 0.4458 | 0.7058 | 0.8401 |
323
+ | 0.38 | 6.3256 | 544 | 0.7450 | 0.3331 | 0.7450 | 0.8631 |
324
+ | 0.38 | 6.3488 | 546 | 0.7672 | 0.3124 | 0.7672 | 0.8759 |
325
+ | 0.38 | 6.3721 | 548 | 0.7992 | 0.3124 | 0.7992 | 0.8940 |
326
+ | 0.38 | 6.3953 | 550 | 0.7859 | 0.3566 | 0.7859 | 0.8865 |
327
+ | 0.38 | 6.4186 | 552 | 0.7583 | 0.3331 | 0.7583 | 0.8708 |
328
+ | 0.38 | 6.4419 | 554 | 0.7493 | 0.3213 | 0.7493 | 0.8656 |
329
+ | 0.38 | 6.4651 | 556 | 0.7798 | 0.2634 | 0.7798 | 0.8830 |
330
+ | 0.38 | 6.4884 | 558 | 0.8219 | 0.3501 | 0.8219 | 0.9066 |
331
+ | 0.38 | 6.5116 | 560 | 0.8347 | 0.3501 | 0.8347 | 0.9136 |
332
+ | 0.38 | 6.5349 | 562 | 0.8098 | 0.3223 | 0.8098 | 0.8999 |
333
+ | 0.38 | 6.5581 | 564 | 0.8059 | 0.2929 | 0.8059 | 0.8977 |
334
+ | 0.38 | 6.5814 | 566 | 0.8016 | 0.2687 | 0.8016 | 0.8953 |
335
+ | 0.38 | 6.6047 | 568 | 0.7904 | 0.3814 | 0.7904 | 0.8891 |
336
+ | 0.38 | 6.6279 | 570 | 0.7908 | 0.3530 | 0.7908 | 0.8893 |
337
+ | 0.38 | 6.6512 | 572 | 0.8078 | 0.3401 | 0.8078 | 0.8988 |
338
+ | 0.38 | 6.6744 | 574 | 0.8067 | 0.3530 | 0.8067 | 0.8981 |
339
+ | 0.38 | 6.6977 | 576 | 0.8424 | 0.2458 | 0.8424 | 0.9178 |
340
+ | 0.38 | 6.7209 | 578 | 0.9149 | 0.2539 | 0.9149 | 0.9565 |
341
+ | 0.38 | 6.7442 | 580 | 0.9222 | 0.2539 | 0.9222 | 0.9603 |
342
+ | 0.38 | 6.7674 | 582 | 0.8992 | 0.2660 | 0.8992 | 0.9483 |
343
+ | 0.38 | 6.7907 | 584 | 0.8691 | 0.2434 | 0.8691 | 0.9322 |
344
+ | 0.38 | 6.8140 | 586 | 0.8636 | 0.2687 | 0.8636 | 0.9293 |
345
+ | 0.38 | 6.8372 | 588 | 0.8521 | 0.2687 | 0.8521 | 0.9231 |
346
+ | 0.38 | 6.8605 | 590 | 0.8222 | 0.2434 | 0.8222 | 0.9067 |
347
+ | 0.38 | 6.8837 | 592 | 0.8208 | 0.2438 | 0.8208 | 0.9060 |
348
+ | 0.38 | 6.9070 | 594 | 0.8313 | 0.2793 | 0.8313 | 0.9118 |
349
+ | 0.38 | 6.9302 | 596 | 0.8001 | 0.2517 | 0.8001 | 0.8945 |
350
+ | 0.38 | 6.9535 | 598 | 0.7692 | 0.2741 | 0.7692 | 0.8771 |
351
+ | 0.38 | 6.9767 | 600 | 0.7350 | 0.3051 | 0.7350 | 0.8573 |
352
+ | 0.38 | 7.0 | 602 | 0.7207 | 0.3051 | 0.7207 | 0.8489 |
353
+ | 0.38 | 7.0233 | 604 | 0.7032 | 0.4160 | 0.7032 | 0.8386 |
354
+ | 0.38 | 7.0465 | 606 | 0.6913 | 0.3859 | 0.6913 | 0.8314 |
355
+ | 0.38 | 7.0698 | 608 | 0.6871 | 0.4635 | 0.6871 | 0.8289 |
356
+ | 0.38 | 7.0930 | 610 | 0.6754 | 0.3856 | 0.6754 | 0.8219 |
357
+ | 0.38 | 7.1163 | 612 | 0.6670 | 0.3331 | 0.6670 | 0.8167 |
358
+ | 0.38 | 7.1395 | 614 | 0.6397 | 0.4722 | 0.6397 | 0.7998 |
359
+ | 0.38 | 7.1628 | 616 | 0.6507 | 0.4397 | 0.6507 | 0.8067 |
360
+ | 0.38 | 7.1860 | 618 | 0.7064 | 0.3732 | 0.7064 | 0.8405 |
361
+ | 0.38 | 7.2093 | 620 | 0.7311 | 0.3565 | 0.7311 | 0.8550 |
362
+ | 0.38 | 7.2326 | 622 | 0.7021 | 0.4058 | 0.7021 | 0.8379 |
363
+ | 0.38 | 7.2558 | 624 | 0.7105 | 0.4225 | 0.7105 | 0.8429 |
364
+ | 0.38 | 7.2791 | 626 | 0.7301 | 0.4599 | 0.7301 | 0.8544 |
365
+ | 0.38 | 7.3023 | 628 | 0.7174 | 0.4037 | 0.7174 | 0.8470 |
366
+ | 0.38 | 7.3256 | 630 | 0.7121 | 0.3906 | 0.7121 | 0.8439 |
367
+ | 0.38 | 7.3488 | 632 | 0.7221 | 0.4106 | 0.7221 | 0.8498 |
368
+ | 0.38 | 7.3721 | 634 | 0.7017 | 0.3906 | 0.7017 | 0.8376 |
369
+ | 0.38 | 7.3953 | 636 | 0.6917 | 0.4342 | 0.6917 | 0.8317 |
370
+ | 0.38 | 7.4186 | 638 | 0.6912 | 0.3051 | 0.6912 | 0.8314 |
371
+ | 0.38 | 7.4419 | 640 | 0.6940 | 0.3018 | 0.6940 | 0.8331 |
372
+ | 0.38 | 7.4651 | 642 | 0.6974 | 0.4116 | 0.6974 | 0.8351 |
373
+ | 0.38 | 7.4884 | 644 | 0.7026 | 0.4432 | 0.7026 | 0.8382 |
374
+ | 0.38 | 7.5116 | 646 | 0.7125 | 0.4398 | 0.7125 | 0.8441 |
375
+ | 0.38 | 7.5349 | 648 | 0.7196 | 0.3640 | 0.7196 | 0.8483 |
376
+ | 0.38 | 7.5581 | 650 | 0.7212 | 0.4398 | 0.7212 | 0.8493 |
377
+ | 0.38 | 7.5814 | 652 | 0.7299 | 0.4806 | 0.7299 | 0.8543 |
378
+ | 0.38 | 7.6047 | 654 | 0.7472 | 0.4523 | 0.7472 | 0.8644 |
379
+ | 0.38 | 7.6279 | 656 | 0.7451 | 0.4523 | 0.7451 | 0.8632 |
380
+ | 0.38 | 7.6512 | 658 | 0.7342 | 0.4523 | 0.7342 | 0.8568 |
381
+ | 0.38 | 7.6744 | 660 | 0.7310 | 0.5035 | 0.7310 | 0.8550 |
382
+ | 0.38 | 7.6977 | 662 | 0.7665 | 0.3447 | 0.7665 | 0.8755 |
383
+ | 0.38 | 7.7209 | 664 | 0.7442 | 0.3563 | 0.7442 | 0.8627 |
384
+ | 0.38 | 7.7442 | 666 | 0.7074 | 0.4700 | 0.7074 | 0.8411 |
385
+ | 0.38 | 7.7674 | 668 | 0.7475 | 0.3667 | 0.7475 | 0.8646 |
386
+ | 0.38 | 7.7907 | 670 | 0.8008 | 0.3417 | 0.8008 | 0.8949 |
387
+ | 0.38 | 7.8140 | 672 | 0.7778 | 0.3417 | 0.7778 | 0.8819 |
388
+ | 0.38 | 7.8372 | 674 | 0.7364 | 0.4354 | 0.7364 | 0.8581 |
389
+ | 0.38 | 7.8605 | 676 | 0.7282 | 0.3578 | 0.7282 | 0.8533 |
390
+ | 0.38 | 7.8837 | 678 | 0.7349 | 0.3495 | 0.7349 | 0.8573 |
391
+ | 0.38 | 7.9070 | 680 | 0.7305 | 0.3536 | 0.7305 | 0.8547 |
392
+ | 0.38 | 7.9302 | 682 | 0.7250 | 0.3536 | 0.7250 | 0.8515 |
393
+ | 0.38 | 7.9535 | 684 | 0.7142 | 0.4717 | 0.7142 | 0.8451 |
394
+ | 0.38 | 7.9767 | 686 | 0.7314 | 0.4864 | 0.7314 | 0.8552 |
395
+ | 0.38 | 8.0 | 688 | 0.7202 | 0.4467 | 0.7202 | 0.8486 |
396
+ | 0.38 | 8.0233 | 690 | 0.7283 | 0.3149 | 0.7283 | 0.8534 |
397
+ | 0.38 | 8.0465 | 692 | 0.7408 | 0.3291 | 0.7408 | 0.8607 |
398
+ | 0.38 | 8.0698 | 694 | 0.7223 | 0.2741 | 0.7223 | 0.8499 |
399
+ | 0.38 | 8.0930 | 696 | 0.6961 | 0.2741 | 0.6961 | 0.8344 |
400
+ | 0.38 | 8.1163 | 698 | 0.6820 | 0.2424 | 0.6820 | 0.8258 |
401
+ | 0.38 | 8.1395 | 700 | 0.6852 | 0.3022 | 0.6852 | 0.8278 |
402
+ | 0.38 | 8.1628 | 702 | 0.6928 | 0.3086 | 0.6928 | 0.8324 |
403
+ | 0.38 | 8.1860 | 704 | 0.6906 | 0.3714 | 0.6906 | 0.8310 |
404
+ | 0.38 | 8.2093 | 706 | 0.6843 | 0.3714 | 0.6843 | 0.8272 |
405
+ | 0.38 | 8.2326 | 708 | 0.6820 | 0.3556 | 0.6820 | 0.8258 |
406
+ | 0.38 | 8.2558 | 710 | 0.6816 | 0.4105 | 0.6816 | 0.8256 |
407
+ | 0.38 | 8.2791 | 712 | 0.6896 | 0.4308 | 0.6896 | 0.8304 |
408
+ | 0.38 | 8.3023 | 714 | 0.6859 | 0.3884 | 0.6859 | 0.8282 |
409
+ | 0.38 | 8.3256 | 716 | 0.6966 | 0.4308 | 0.6966 | 0.8346 |
410
+ | 0.38 | 8.3488 | 718 | 0.7042 | 0.4328 | 0.7042 | 0.8391 |
411
+ | 0.38 | 8.3721 | 720 | 0.7068 | 0.3393 | 0.7068 | 0.8407 |
412
+ | 0.38 | 8.3953 | 722 | 0.7183 | 0.3118 | 0.7183 | 0.8475 |
413
+ | 0.38 | 8.4186 | 724 | 0.7292 | 0.2900 | 0.7292 | 0.8539 |
414
+ | 0.38 | 8.4419 | 726 | 0.7183 | 0.3214 | 0.7183 | 0.8475 |
415
+ | 0.38 | 8.4651 | 728 | 0.7086 | 0.3138 | 0.7086 | 0.8418 |
416
+ | 0.38 | 8.4884 | 730 | 0.6944 | 0.4137 | 0.6944 | 0.8333 |
417
+ | 0.38 | 8.5116 | 732 | 0.6989 | 0.4505 | 0.6989 | 0.8360 |
418
+ | 0.38 | 8.5349 | 734 | 0.7243 | 0.4393 | 0.7243 | 0.8511 |
419
+ | 0.38 | 8.5581 | 736 | 0.7284 | 0.4393 | 0.7284 | 0.8535 |
420
+ | 0.38 | 8.5814 | 738 | 0.7166 | 0.4379 | 0.7166 | 0.8465 |
421
+ | 0.38 | 8.6047 | 740 | 0.7818 | 0.3811 | 0.7818 | 0.8842 |
422
+ | 0.38 | 8.6279 | 742 | 0.8368 | 0.3517 | 0.8368 | 0.9148 |
423
+ | 0.38 | 8.6512 | 744 | 0.8032 | 0.3517 | 0.8032 | 0.8962 |
424
+ | 0.38 | 8.6744 | 746 | 0.7266 | 0.3067 | 0.7266 | 0.8524 |
425
+ | 0.38 | 8.6977 | 748 | 0.7316 | 0.3980 | 0.7316 | 0.8553 |
426
+ | 0.38 | 8.7209 | 750 | 0.7946 | 0.4072 | 0.7946 | 0.8914 |
427
+ | 0.38 | 8.7442 | 752 | 0.7990 | 0.4072 | 0.7990 | 0.8939 |
428
+ | 0.38 | 8.7674 | 754 | 0.7447 | 0.4029 | 0.7447 | 0.8630 |
429
+ | 0.38 | 8.7907 | 756 | 0.7041 | 0.4342 | 0.7041 | 0.8391 |
430
+ | 0.38 | 8.8140 | 758 | 0.7175 | 0.3178 | 0.7175 | 0.8470 |
431
+ | 0.38 | 8.8372 | 760 | 0.7189 | 0.3136 | 0.7189 | 0.8479 |
432
+ | 0.38 | 8.8605 | 762 | 0.6840 | 0.3518 | 0.6840 | 0.8270 |
433
+ | 0.38 | 8.8837 | 764 | 0.6653 | 0.3762 | 0.6653 | 0.8157 |
434
+ | 0.38 | 8.9070 | 766 | 0.6716 | 0.4103 | 0.6716 | 0.8195 |
435
+ | 0.38 | 8.9302 | 768 | 0.6810 | 0.4473 | 0.6810 | 0.8252 |
436
+ | 0.38 | 8.9535 | 770 | 0.6809 | 0.4051 | 0.6809 | 0.8252 |
437
+ | 0.38 | 8.9767 | 772 | 0.6831 | 0.3259 | 0.6831 | 0.8265 |
438
+ | 0.38 | 9.0 | 774 | 0.7534 | 0.3593 | 0.7534 | 0.8680 |
439
+ | 0.38 | 9.0233 | 776 | 0.8065 | 0.3618 | 0.8065 | 0.8980 |
440
+ | 0.38 | 9.0465 | 778 | 0.7731 | 0.3258 | 0.7731 | 0.8792 |
441
+ | 0.38 | 9.0698 | 780 | 0.7177 | 0.2934 | 0.7177 | 0.8472 |
442
+ | 0.38 | 9.0930 | 782 | 0.7326 | 0.3701 | 0.7326 | 0.8559 |
443
+ | 0.38 | 9.1163 | 784 | 0.7395 | 0.3679 | 0.7395 | 0.8600 |
444
+ | 0.38 | 9.1395 | 786 | 0.7276 | 0.3937 | 0.7276 | 0.8530 |
445
+ | 0.38 | 9.1628 | 788 | 0.7137 | 0.2802 | 0.7137 | 0.8448 |
446
+ | 0.38 | 9.1860 | 790 | 0.7125 | 0.3186 | 0.7125 | 0.8441 |
447
+ | 0.38 | 9.2093 | 792 | 0.7034 | 0.2802 | 0.7034 | 0.8387 |
448
+ | 0.38 | 9.2326 | 794 | 0.7056 | 0.3974 | 0.7056 | 0.8400 |
449
+ | 0.38 | 9.2558 | 796 | 0.7071 | 0.3448 | 0.7071 | 0.8409 |
450
+ | 0.38 | 9.2791 | 798 | 0.7105 | 0.4196 | 0.7105 | 0.8429 |
451
+ | 0.38 | 9.3023 | 800 | 0.7096 | 0.4196 | 0.7096 | 0.8424 |
452
+ | 0.38 | 9.3256 | 802 | 0.7122 | 0.2849 | 0.7122 | 0.8439 |
453
+ | 0.38 | 9.3488 | 804 | 0.7279 | 0.3811 | 0.7279 | 0.8532 |
454
+ | 0.38 | 9.3721 | 806 | 0.7295 | 0.3811 | 0.7295 | 0.8541 |
455
+ | 0.38 | 9.3953 | 808 | 0.7129 | 0.4004 | 0.7129 | 0.8443 |
456
+ | 0.38 | 9.4186 | 810 | 0.6686 | 0.4065 | 0.6686 | 0.8177 |
457
+ | 0.38 | 9.4419 | 812 | 0.6584 | 0.3864 | 0.6584 | 0.8114 |
458
+ | 0.38 | 9.4651 | 814 | 0.6603 | 0.4562 | 0.6603 | 0.8126 |
459
+ | 0.38 | 9.4884 | 816 | 0.6566 | 0.3864 | 0.6566 | 0.8103 |
460
+ | 0.38 | 9.5116 | 818 | 0.6607 | 0.3864 | 0.6607 | 0.8128 |
461
+ | 0.38 | 9.5349 | 820 | 0.6931 | 0.4134 | 0.6931 | 0.8325 |
462
+ | 0.38 | 9.5581 | 822 | 0.7000 | 0.4134 | 0.7000 | 0.8367 |
463
+ | 0.38 | 9.5814 | 824 | 0.6879 | 0.4134 | 0.6879 | 0.8294 |
464
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465
+ | 0.38 | 9.6279 | 828 | 0.6854 | 0.3385 | 0.6854 | 0.8279 |
466
+ | 0.38 | 9.6512 | 830 | 0.7164 | 0.3481 | 0.7164 | 0.8464 |
467
+ | 0.38 | 9.6744 | 832 | 0.6987 | 0.3385 | 0.6987 | 0.8359 |
468
+ | 0.38 | 9.6977 | 834 | 0.6844 | 0.3598 | 0.6844 | 0.8273 |
469
+ | 0.38 | 9.7209 | 836 | 0.7118 | 0.3914 | 0.7118 | 0.8437 |
470
+ | 0.38 | 9.7442 | 838 | 0.7182 | 0.3665 | 0.7182 | 0.8475 |
471
+ | 0.38 | 9.7674 | 840 | 0.7167 | 0.3554 | 0.7167 | 0.8466 |
472
+ | 0.38 | 9.7907 | 842 | 0.7620 | 0.2252 | 0.7620 | 0.8729 |
473
+ | 0.38 | 9.8140 | 844 | 0.8085 | 0.2951 | 0.8085 | 0.8992 |
474
+ | 0.38 | 9.8372 | 846 | 0.7926 | 0.2964 | 0.7926 | 0.8903 |
475
+ | 0.38 | 9.8605 | 848 | 0.7492 | 0.2564 | 0.7492 | 0.8656 |
476
+ | 0.38 | 9.8837 | 850 | 0.7401 | 0.3914 | 0.7401 | 0.8603 |
477
+ | 0.38 | 9.9070 | 852 | 0.7816 | 0.3746 | 0.7816 | 0.8841 |
478
+ | 0.38 | 9.9302 | 854 | 0.7725 | 0.3746 | 0.7725 | 0.8789 |
479
+ | 0.38 | 9.9535 | 856 | 0.7283 | 0.3458 | 0.7283 | 0.8534 |
480
+ | 0.38 | 9.9767 | 858 | 0.7016 | 0.3551 | 0.7016 | 0.8376 |
481
+ | 0.38 | 10.0 | 860 | 0.6973 | 0.1697 | 0.6973 | 0.8351 |
482
+ | 0.38 | 10.0233 | 862 | 0.6993 | 0.2576 | 0.6993 | 0.8362 |
483
+ | 0.38 | 10.0465 | 864 | 0.7091 | 0.2216 | 0.7091 | 0.8421 |
484
+ | 0.38 | 10.0698 | 866 | 0.6989 | 0.2126 | 0.6989 | 0.8360 |
485
+ | 0.38 | 10.0930 | 868 | 0.6965 | 0.2652 | 0.6965 | 0.8345 |
486
+ | 0.38 | 10.1163 | 870 | 0.7003 | 0.2652 | 0.7003 | 0.8368 |
487
+ | 0.38 | 10.1395 | 872 | 0.6931 | 0.3961 | 0.6931 | 0.8325 |
488
+ | 0.38 | 10.1628 | 874 | 0.6978 | 0.3961 | 0.6978 | 0.8354 |
489
+ | 0.38 | 10.1860 | 876 | 0.7031 | 0.3086 | 0.7031 | 0.8385 |
490
+ | 0.38 | 10.2093 | 878 | 0.7364 | 0.3523 | 0.7364 | 0.8581 |
491
+ | 0.38 | 10.2326 | 880 | 0.7577 | 0.2900 | 0.7577 | 0.8705 |
492
+ | 0.38 | 10.2558 | 882 | 0.7521 | 0.3153 | 0.7521 | 0.8672 |
493
+ | 0.38 | 10.2791 | 884 | 0.7303 | 0.2889 | 0.7303 | 0.8546 |
494
+ | 0.38 | 10.3023 | 886 | 0.7130 | 0.2929 | 0.7130 | 0.8444 |
495
+ | 0.38 | 10.3256 | 888 | 0.7091 | 0.3762 | 0.7091 | 0.8421 |
496
+ | 0.38 | 10.3488 | 890 | 0.7174 | 0.3816 | 0.7174 | 0.8470 |
497
+ | 0.38 | 10.3721 | 892 | 0.7177 | 0.3931 | 0.7177 | 0.8472 |
498
+ | 0.38 | 10.3953 | 894 | 0.7177 | 0.3931 | 0.7177 | 0.8472 |
499
+ | 0.38 | 10.4186 | 896 | 0.7115 | 0.3171 | 0.7115 | 0.8435 |
500
+ | 0.38 | 10.4419 | 898 | 0.7150 | 0.2563 | 0.7150 | 0.8456 |
501
+ | 0.38 | 10.4651 | 900 | 0.7372 | 0.2867 | 0.7372 | 0.8586 |
502
+ | 0.38 | 10.4884 | 902 | 0.7625 | 0.2914 | 0.7625 | 0.8732 |
503
+ | 0.38 | 10.5116 | 904 | 0.7911 | 0.3401 | 0.7911 | 0.8895 |
504
+ | 0.38 | 10.5349 | 906 | 0.8224 | 0.2987 | 0.8224 | 0.9068 |
505
+ | 0.38 | 10.5581 | 908 | 0.8169 | 0.3277 | 0.8169 | 0.9038 |
506
+ | 0.38 | 10.5814 | 910 | 0.8053 | 0.3733 | 0.8053 | 0.8974 |
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508
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509
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510
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512
+ | 0.38 | 10.7209 | 922 | 0.7655 | 0.2747 | 0.7655 | 0.8750 |
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514
+ | 0.38 | 10.7674 | 926 | 0.7908 | 0.2899 | 0.7908 | 0.8893 |
515
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516
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517
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518
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521
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526
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527
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528
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529
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530
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531
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532
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533
+ | 0.38 | 11.2093 | 964 | 0.7205 | 0.2843 | 0.7205 | 0.8488 |
534
+ | 0.38 | 11.2326 | 966 | 0.7125 | 0.2366 | 0.7125 | 0.8441 |
535
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536
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537
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538
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539
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540
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541
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542
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549
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571
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572
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573
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574
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575
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576
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577
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578
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579
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580
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581
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582
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583
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597
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598
+
599
+
600
+ ### Framework versions
601
+
602
+ - Transformers 4.44.2
603
+ - Pytorch 2.4.0+cu118
604
+ - Datasets 2.21.0
605
+ - Tokenizers 0.19.1
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