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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k15_task7_organization

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  1. README.md +564 -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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k14_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k14_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: 0.7363
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+ - Qwk: 0.2299
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+ - Mse: 0.7363
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+ - Rmse: 0.8581
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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 | 0.0435 | 2 | 2.5351 | -0.0262 | 2.5351 | 1.5922 |
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+ | No log | 0.0870 | 4 | 1.3961 | 0.0540 | 1.3961 | 1.1815 |
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+ | No log | 0.1304 | 6 | 0.9260 | -0.0228 | 0.9260 | 0.9623 |
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+ | No log | 0.1739 | 8 | 0.9945 | -0.2671 | 0.9945 | 0.9972 |
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+ | No log | 0.2174 | 10 | 0.8509 | 0.0 | 0.8509 | 0.9224 |
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+ | No log | 0.2609 | 12 | 0.7829 | 0.0 | 0.7829 | 0.8848 |
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+ | No log | 0.3043 | 14 | 0.7995 | 0.0 | 0.7995 | 0.8942 |
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+ | No log | 0.3478 | 16 | 0.7600 | 0.0 | 0.7600 | 0.8718 |
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+ | No log | 0.3913 | 18 | 0.7419 | 0.0 | 0.7419 | 0.8613 |
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+ | No log | 0.4348 | 20 | 0.7295 | 0.0428 | 0.7295 | 0.8541 |
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+ | No log | 0.4783 | 22 | 0.7392 | 0.0 | 0.7392 | 0.8598 |
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+ | No log | 0.5217 | 24 | 0.7979 | 0.0 | 0.7979 | 0.8933 |
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+ | No log | 0.5652 | 26 | 0.8311 | 0.0053 | 0.8311 | 0.9116 |
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+ | No log | 0.6087 | 28 | 0.8534 | 0.0547 | 0.8534 | 0.9238 |
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+ | No log | 0.6522 | 30 | 0.8623 | 0.0952 | 0.8623 | 0.9286 |
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+ | No log | 0.6957 | 32 | 0.7707 | 0.0481 | 0.7707 | 0.8779 |
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+ | No log | 0.7391 | 34 | 0.7252 | 0.0 | 0.7252 | 0.8516 |
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+ | No log | 0.7826 | 36 | 0.7097 | 0.0481 | 0.7097 | 0.8424 |
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+ | No log | 0.8261 | 38 | 0.7162 | 0.1729 | 0.7162 | 0.8463 |
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+ | No log | 0.8696 | 40 | 0.7524 | 0.2846 | 0.7524 | 0.8674 |
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+ | No log | 0.9130 | 42 | 0.7122 | 0.2813 | 0.7122 | 0.8439 |
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+ | No log | 0.9565 | 44 | 0.7109 | 0.2368 | 0.7109 | 0.8432 |
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+ | No log | 1.0 | 46 | 0.8308 | 0.1661 | 0.8308 | 0.9115 |
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+ | No log | 1.0435 | 48 | 0.7599 | 0.2051 | 0.7599 | 0.8717 |
76
+ | No log | 1.0870 | 50 | 0.7011 | 0.1687 | 0.7011 | 0.8373 |
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+ | No log | 1.1304 | 52 | 0.7120 | 0.0840 | 0.7120 | 0.8438 |
78
+ | No log | 1.1739 | 54 | 0.7519 | 0.0481 | 0.7519 | 0.8671 |
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+ | No log | 1.2174 | 56 | 0.7818 | 0.0481 | 0.7818 | 0.8842 |
80
+ | No log | 1.2609 | 58 | 0.7875 | 0.0481 | 0.7875 | 0.8874 |
81
+ | No log | 1.3043 | 60 | 0.7939 | 0.0937 | 0.7939 | 0.8910 |
82
+ | No log | 1.3478 | 62 | 0.8561 | 0.2156 | 0.8561 | 0.9252 |
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+ | No log | 1.3913 | 64 | 0.8363 | 0.1754 | 0.8363 | 0.9145 |
84
+ | No log | 1.4348 | 66 | 0.8292 | 0.1754 | 0.8292 | 0.9106 |
85
+ | No log | 1.4783 | 68 | 0.8158 | 0.1770 | 0.8158 | 0.9032 |
86
+ | No log | 1.5217 | 70 | 0.8245 | 0.1770 | 0.8245 | 0.9080 |
87
+ | No log | 1.5652 | 72 | 0.7803 | 0.1729 | 0.7803 | 0.8834 |
88
+ | No log | 1.6087 | 74 | 0.7097 | 0.1790 | 0.7097 | 0.8424 |
89
+ | No log | 1.6522 | 76 | 0.7926 | 0.0573 | 0.7926 | 0.8903 |
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+ | No log | 1.6957 | 78 | 0.8188 | 0.0573 | 0.8188 | 0.9049 |
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+ | No log | 1.7391 | 80 | 0.7816 | 0.0236 | 0.7816 | 0.8841 |
92
+ | No log | 1.7826 | 82 | 0.7564 | 0.0283 | 0.7564 | 0.8697 |
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+ | No log | 1.8261 | 84 | 0.7258 | 0.2041 | 0.7258 | 0.8519 |
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+ | No log | 1.8696 | 86 | 0.7378 | 0.2148 | 0.7378 | 0.8589 |
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+ | No log | 1.9130 | 88 | 0.9531 | 0.1103 | 0.9531 | 0.9763 |
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+ | No log | 1.9565 | 90 | 1.0312 | 0.1245 | 1.0312 | 1.0155 |
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+ | No log | 2.0 | 92 | 0.7854 | 0.3625 | 0.7854 | 0.8862 |
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+ | No log | 2.0435 | 94 | 0.7688 | 0.1908 | 0.7688 | 0.8768 |
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+ | No log | 2.0870 | 96 | 0.9692 | 0.1869 | 0.9692 | 0.9845 |
100
+ | No log | 2.1304 | 98 | 1.0212 | 0.1557 | 1.0212 | 1.0105 |
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+ | No log | 2.1739 | 100 | 0.8842 | 0.1313 | 0.8842 | 0.9403 |
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+ | No log | 2.2174 | 102 | 0.7286 | 0.2389 | 0.7286 | 0.8536 |
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+ | No log | 2.2609 | 104 | 0.6866 | 0.2085 | 0.6866 | 0.8286 |
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+ | No log | 2.3043 | 106 | 0.6873 | 0.2652 | 0.6873 | 0.8290 |
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+ | No log | 2.3478 | 108 | 0.6833 | 0.2345 | 0.6833 | 0.8266 |
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+ | No log | 2.3913 | 110 | 0.7573 | 0.1979 | 0.7573 | 0.8702 |
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+ | No log | 2.4348 | 112 | 0.8853 | 0.2356 | 0.8853 | 0.9409 |
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+ | No log | 2.4783 | 114 | 0.8903 | 0.2356 | 0.8903 | 0.9435 |
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+ | No log | 2.5217 | 116 | 0.8610 | 0.2381 | 0.8610 | 0.9279 |
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+ | No log | 2.5652 | 118 | 0.7361 | 0.1647 | 0.7361 | 0.8579 |
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+ | No log | 2.6087 | 120 | 0.6741 | 0.3426 | 0.6741 | 0.8211 |
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+ | No log | 2.6522 | 122 | 0.6808 | 0.2842 | 0.6808 | 0.8251 |
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+ | No log | 2.6957 | 124 | 0.7069 | 0.2611 | 0.7069 | 0.8408 |
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+ | No log | 2.7391 | 126 | 0.7232 | 0.2611 | 0.7232 | 0.8504 |
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+ | No log | 2.7826 | 128 | 0.7070 | 0.2274 | 0.7070 | 0.8409 |
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+ | No log | 2.8261 | 130 | 0.6802 | 0.2987 | 0.6802 | 0.8248 |
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+ | No log | 2.8696 | 132 | 0.6813 | 0.3029 | 0.6813 | 0.8254 |
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+ | No log | 2.9130 | 134 | 0.6962 | 0.1942 | 0.6962 | 0.8344 |
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+ | No log | 2.9565 | 136 | 0.7242 | 0.1996 | 0.7242 | 0.8510 |
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+ | No log | 3.0 | 138 | 0.7998 | 0.1637 | 0.7998 | 0.8943 |
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+ | No log | 3.0435 | 140 | 0.8148 | 0.1615 | 0.8148 | 0.9027 |
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+ | No log | 3.0870 | 142 | 0.7222 | 0.1834 | 0.7222 | 0.8498 |
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+ | No log | 3.1304 | 144 | 0.7480 | 0.2043 | 0.7480 | 0.8649 |
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+ | No log | 3.1739 | 146 | 0.7758 | 0.1050 | 0.7758 | 0.8808 |
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+ | No log | 3.2174 | 148 | 0.7995 | 0.2361 | 0.7995 | 0.8942 |
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+ | No log | 3.2609 | 150 | 0.9472 | 0.2813 | 0.9472 | 0.9732 |
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+ | No log | 3.3043 | 152 | 1.0860 | 0.1259 | 1.0860 | 1.0421 |
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+ | No log | 3.3478 | 154 | 1.0475 | 0.1535 | 1.0475 | 1.0235 |
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+ | No log | 3.3913 | 156 | 0.8872 | 0.2528 | 0.8872 | 0.9419 |
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+ | No log | 3.4348 | 158 | 0.7180 | 0.3454 | 0.7180 | 0.8474 |
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+ | No log | 3.4783 | 160 | 0.7980 | 0.2547 | 0.7980 | 0.8933 |
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+ | No log | 3.5217 | 162 | 0.8370 | 0.3731 | 0.8370 | 0.9149 |
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+ | No log | 3.5652 | 164 | 0.7314 | 0.3996 | 0.7314 | 0.8552 |
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+ | No log | 3.6087 | 166 | 0.6771 | 0.3633 | 0.6771 | 0.8228 |
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+ | No log | 3.6522 | 168 | 0.7536 | 0.3590 | 0.7536 | 0.8681 |
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+ | No log | 3.6957 | 170 | 0.7167 | 0.4026 | 0.7167 | 0.8466 |
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+ | No log | 3.7391 | 172 | 0.6963 | 0.3728 | 0.6963 | 0.8345 |
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+ | No log | 3.7826 | 174 | 0.7128 | 0.2877 | 0.7128 | 0.8443 |
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+ | No log | 3.8261 | 176 | 0.7270 | 0.3867 | 0.7270 | 0.8527 |
140
+ | No log | 3.8696 | 178 | 0.7028 | 0.3116 | 0.7028 | 0.8383 |
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+ | No log | 3.9130 | 180 | 0.6728 | 0.3116 | 0.6728 | 0.8203 |
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+ | No log | 3.9565 | 182 | 0.6511 | 0.3811 | 0.6511 | 0.8069 |
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+ | No log | 4.0 | 184 | 0.6565 | 0.4444 | 0.6565 | 0.8103 |
144
+ | No log | 4.0435 | 186 | 0.6471 | 0.4276 | 0.6471 | 0.8044 |
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+ | No log | 4.0870 | 188 | 0.6542 | 0.3253 | 0.6542 | 0.8089 |
146
+ | No log | 4.1304 | 190 | 0.6735 | 0.2943 | 0.6735 | 0.8207 |
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+ | No log | 4.1739 | 192 | 0.6973 | 0.3238 | 0.6973 | 0.8350 |
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+ | No log | 4.2174 | 194 | 0.6721 | 0.2621 | 0.6721 | 0.8198 |
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+ | No log | 4.2609 | 196 | 0.6531 | 0.2718 | 0.6531 | 0.8082 |
150
+ | No log | 4.3043 | 198 | 0.6621 | 0.1981 | 0.6621 | 0.8137 |
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+ | No log | 4.3478 | 200 | 0.6864 | 0.1687 | 0.6864 | 0.8285 |
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+ | No log | 4.3913 | 202 | 0.7134 | 0.2057 | 0.7134 | 0.8446 |
153
+ | No log | 4.4348 | 204 | 0.6796 | 0.2041 | 0.6796 | 0.8244 |
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+ | No log | 4.4783 | 206 | 0.6614 | 0.2641 | 0.6614 | 0.8133 |
155
+ | No log | 4.5217 | 208 | 0.6650 | 0.2819 | 0.6650 | 0.8155 |
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+ | No log | 4.5652 | 210 | 0.6734 | 0.2379 | 0.6734 | 0.8206 |
157
+ | No log | 4.6087 | 212 | 0.6754 | 0.2506 | 0.6754 | 0.8219 |
158
+ | No log | 4.6522 | 214 | 0.6804 | 0.3336 | 0.6804 | 0.8249 |
159
+ | No log | 4.6957 | 216 | 0.6813 | 0.3336 | 0.6813 | 0.8254 |
160
+ | No log | 4.7391 | 218 | 0.6770 | 0.3081 | 0.6770 | 0.8228 |
161
+ | No log | 4.7826 | 220 | 0.7212 | 0.3518 | 0.7212 | 0.8493 |
162
+ | No log | 4.8261 | 222 | 0.7586 | 0.3789 | 0.7586 | 0.8710 |
163
+ | No log | 4.8696 | 224 | 0.7329 | 0.3471 | 0.7329 | 0.8561 |
164
+ | No log | 4.9130 | 226 | 0.7347 | 0.3471 | 0.7347 | 0.8572 |
165
+ | No log | 4.9565 | 228 | 0.6897 | 0.2590 | 0.6897 | 0.8305 |
166
+ | No log | 5.0 | 230 | 0.6811 | 0.2608 | 0.6811 | 0.8253 |
167
+ | No log | 5.0435 | 232 | 0.6832 | 0.2290 | 0.6832 | 0.8265 |
168
+ | No log | 5.0870 | 234 | 0.6920 | 0.2717 | 0.6920 | 0.8318 |
169
+ | No log | 5.1304 | 236 | 0.7673 | 0.3023 | 0.7673 | 0.8760 |
170
+ | No log | 5.1739 | 238 | 0.7783 | 0.3023 | 0.7783 | 0.8822 |
171
+ | No log | 5.2174 | 240 | 0.7649 | 0.3023 | 0.7649 | 0.8746 |
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+ | No log | 5.2609 | 242 | 0.7305 | 0.2261 | 0.7305 | 0.8547 |
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+ | No log | 5.3043 | 244 | 0.7367 | 0.0541 | 0.7367 | 0.8583 |
174
+ | No log | 5.3478 | 246 | 0.7213 | 0.0652 | 0.7213 | 0.8493 |
175
+ | No log | 5.3913 | 248 | 0.7145 | 0.1138 | 0.7145 | 0.8453 |
176
+ | No log | 5.4348 | 250 | 0.7144 | 0.0652 | 0.7144 | 0.8452 |
177
+ | No log | 5.4783 | 252 | 0.7245 | 0.1264 | 0.7245 | 0.8512 |
178
+ | No log | 5.5217 | 254 | 0.7473 | 0.2913 | 0.7473 | 0.8644 |
179
+ | No log | 5.5652 | 256 | 0.7765 | 0.2589 | 0.7765 | 0.8812 |
180
+ | No log | 5.6087 | 258 | 0.7660 | 0.2913 | 0.7660 | 0.8752 |
181
+ | No log | 5.6522 | 260 | 0.7718 | 0.2589 | 0.7718 | 0.8785 |
182
+ | No log | 5.6957 | 262 | 0.7476 | 0.1636 | 0.7476 | 0.8647 |
183
+ | No log | 5.7391 | 264 | 0.7258 | 0.0627 | 0.7258 | 0.8520 |
184
+ | No log | 5.7826 | 266 | 0.7235 | 0.0971 | 0.7235 | 0.8506 |
185
+ | No log | 5.8261 | 268 | 0.7250 | 0.0971 | 0.7250 | 0.8515 |
186
+ | No log | 5.8696 | 270 | 0.7207 | 0.2004 | 0.7207 | 0.8490 |
187
+ | No log | 5.9130 | 272 | 0.7163 | 0.2334 | 0.7163 | 0.8463 |
188
+ | No log | 5.9565 | 274 | 0.7098 | 0.2334 | 0.7098 | 0.8425 |
189
+ | No log | 6.0 | 276 | 0.7000 | 0.1661 | 0.7000 | 0.8366 |
190
+ | No log | 6.0435 | 278 | 0.6965 | 0.2004 | 0.6965 | 0.8346 |
191
+ | No log | 6.0870 | 280 | 0.6971 | 0.2004 | 0.6971 | 0.8349 |
192
+ | No log | 6.1304 | 282 | 0.7065 | 0.3187 | 0.7065 | 0.8406 |
193
+ | No log | 6.1739 | 284 | 0.6906 | 0.2884 | 0.6906 | 0.8310 |
194
+ | No log | 6.2174 | 286 | 0.6813 | 0.2023 | 0.6813 | 0.8254 |
195
+ | No log | 6.2609 | 288 | 0.6925 | 0.2290 | 0.6925 | 0.8322 |
196
+ | No log | 6.3043 | 290 | 0.7180 | 0.1979 | 0.7180 | 0.8473 |
197
+ | No log | 6.3478 | 292 | 0.7771 | 0.3502 | 0.7771 | 0.8815 |
198
+ | No log | 6.3913 | 294 | 0.9532 | 0.2097 | 0.9532 | 0.9763 |
199
+ | No log | 6.4348 | 296 | 1.0247 | 0.2298 | 1.0247 | 1.0123 |
200
+ | No log | 6.4783 | 298 | 0.9167 | 0.2129 | 0.9167 | 0.9574 |
201
+ | No log | 6.5217 | 300 | 0.7450 | 0.3068 | 0.7450 | 0.8631 |
202
+ | No log | 6.5652 | 302 | 0.6418 | 0.3982 | 0.6418 | 0.8012 |
203
+ | No log | 6.6087 | 304 | 0.6234 | 0.4086 | 0.6234 | 0.7895 |
204
+ | No log | 6.6522 | 306 | 0.6328 | 0.3523 | 0.6328 | 0.7955 |
205
+ | No log | 6.6957 | 308 | 0.6688 | 0.1673 | 0.6688 | 0.8178 |
206
+ | No log | 6.7391 | 310 | 0.7359 | 0.2402 | 0.7359 | 0.8578 |
207
+ | No log | 6.7826 | 312 | 0.7456 | 0.1714 | 0.7456 | 0.8635 |
208
+ | No log | 6.8261 | 314 | 0.7296 | 0.0444 | 0.7296 | 0.8542 |
209
+ | No log | 6.8696 | 316 | 0.7076 | 0.1617 | 0.7076 | 0.8412 |
210
+ | No log | 6.9130 | 318 | 0.6993 | 0.1983 | 0.6993 | 0.8363 |
211
+ | No log | 6.9565 | 320 | 0.6727 | 0.0804 | 0.6727 | 0.8202 |
212
+ | No log | 7.0 | 322 | 0.6778 | 0.2057 | 0.6778 | 0.8233 |
213
+ | No log | 7.0435 | 324 | 0.7154 | 0.3693 | 0.7154 | 0.8458 |
214
+ | No log | 7.0870 | 326 | 0.6893 | 0.3071 | 0.6893 | 0.8302 |
215
+ | No log | 7.1304 | 328 | 0.6868 | 0.2740 | 0.6868 | 0.8287 |
216
+ | No log | 7.1739 | 330 | 0.7326 | 0.3388 | 0.7326 | 0.8559 |
217
+ | No log | 7.2174 | 332 | 0.7604 | 0.3131 | 0.7604 | 0.8720 |
218
+ | No log | 7.2609 | 334 | 0.7153 | 0.2080 | 0.7153 | 0.8458 |
219
+ | No log | 7.3043 | 336 | 0.6942 | 0.1187 | 0.6942 | 0.8332 |
220
+ | No log | 7.3478 | 338 | 0.7132 | 0.2537 | 0.7132 | 0.8445 |
221
+ | No log | 7.3913 | 340 | 0.7035 | 0.1807 | 0.7035 | 0.8388 |
222
+ | No log | 7.4348 | 342 | 0.6932 | 0.1604 | 0.6932 | 0.8326 |
223
+ | No log | 7.4783 | 344 | 0.7225 | 0.2389 | 0.7225 | 0.8500 |
224
+ | No log | 7.5217 | 346 | 0.7616 | 0.2118 | 0.7616 | 0.8727 |
225
+ | No log | 7.5652 | 348 | 0.7744 | 0.2459 | 0.7744 | 0.8800 |
226
+ | No log | 7.6087 | 350 | 0.7203 | 0.2389 | 0.7203 | 0.8487 |
227
+ | No log | 7.6522 | 352 | 0.6587 | 0.3019 | 0.6587 | 0.8116 |
228
+ | No log | 7.6957 | 354 | 0.6485 | 0.3575 | 0.6485 | 0.8053 |
229
+ | No log | 7.7391 | 356 | 0.6479 | 0.3575 | 0.6479 | 0.8049 |
230
+ | No log | 7.7826 | 358 | 0.6422 | 0.3604 | 0.6422 | 0.8013 |
231
+ | No log | 7.8261 | 360 | 0.6680 | 0.2709 | 0.6680 | 0.8173 |
232
+ | No log | 7.8696 | 362 | 0.6781 | 0.2389 | 0.6781 | 0.8235 |
233
+ | No log | 7.9130 | 364 | 0.6656 | 0.2382 | 0.6656 | 0.8159 |
234
+ | No log | 7.9565 | 366 | 0.6811 | 0.2857 | 0.6811 | 0.8253 |
235
+ | No log | 8.0 | 368 | 0.7122 | 0.2527 | 0.7122 | 0.8439 |
236
+ | No log | 8.0435 | 370 | 0.7048 | 0.1598 | 0.7048 | 0.8395 |
237
+ | No log | 8.0870 | 372 | 0.6673 | 0.2374 | 0.6673 | 0.8169 |
238
+ | No log | 8.1304 | 374 | 0.6761 | 0.1608 | 0.6761 | 0.8223 |
239
+ | No log | 8.1739 | 376 | 0.6837 | 0.2036 | 0.6837 | 0.8269 |
240
+ | No log | 8.2174 | 378 | 0.6741 | 0.2353 | 0.6741 | 0.8211 |
241
+ | No log | 8.2609 | 380 | 0.6688 | 0.2916 | 0.6688 | 0.8178 |
242
+ | No log | 8.3043 | 382 | 0.6731 | 0.3243 | 0.6731 | 0.8204 |
243
+ | No log | 8.3478 | 384 | 0.6854 | 0.2807 | 0.6854 | 0.8279 |
244
+ | No log | 8.3913 | 386 | 0.6881 | 0.3243 | 0.6881 | 0.8295 |
245
+ | No log | 8.4348 | 388 | 0.6874 | 0.1884 | 0.6874 | 0.8291 |
246
+ | No log | 8.4783 | 390 | 0.6977 | 0.1138 | 0.6977 | 0.8353 |
247
+ | No log | 8.5217 | 392 | 0.7011 | 0.1232 | 0.7011 | 0.8373 |
248
+ | No log | 8.5652 | 394 | 0.7020 | 0.1232 | 0.7020 | 0.8379 |
249
+ | No log | 8.6087 | 396 | 0.6948 | 0.1232 | 0.6948 | 0.8336 |
250
+ | No log | 8.6522 | 398 | 0.6901 | 0.2002 | 0.6901 | 0.8307 |
251
+ | No log | 8.6957 | 400 | 0.6945 | 0.2709 | 0.6945 | 0.8334 |
252
+ | No log | 8.7391 | 402 | 0.6917 | 0.2943 | 0.6917 | 0.8317 |
253
+ | No log | 8.7826 | 404 | 0.7405 | 0.3399 | 0.7405 | 0.8605 |
254
+ | No log | 8.8261 | 406 | 0.7472 | 0.3399 | 0.7472 | 0.8644 |
255
+ | No log | 8.8696 | 408 | 0.7308 | 0.2751 | 0.7308 | 0.8549 |
256
+ | No log | 8.9130 | 410 | 0.7199 | 0.2530 | 0.7199 | 0.8484 |
257
+ | No log | 8.9565 | 412 | 0.7233 | 0.2530 | 0.7233 | 0.8504 |
258
+ | No log | 9.0 | 414 | 0.7217 | 0.2237 | 0.7217 | 0.8496 |
259
+ | No log | 9.0435 | 416 | 0.7187 | 0.2419 | 0.7187 | 0.8478 |
260
+ | No log | 9.0870 | 418 | 0.7581 | 0.3331 | 0.7581 | 0.8707 |
261
+ | No log | 9.1304 | 420 | 0.7867 | 0.2857 | 0.7867 | 0.8869 |
262
+ | No log | 9.1739 | 422 | 0.7628 | 0.2951 | 0.7628 | 0.8734 |
263
+ | No log | 9.2174 | 424 | 0.7585 | 0.1773 | 0.7585 | 0.8709 |
264
+ | No log | 9.2609 | 426 | 0.8274 | 0.3409 | 0.8274 | 0.9096 |
265
+ | No log | 9.3043 | 428 | 0.8398 | 0.3409 | 0.8398 | 0.9164 |
266
+ | No log | 9.3478 | 430 | 0.7792 | 0.2077 | 0.7792 | 0.8827 |
267
+ | No log | 9.3913 | 432 | 0.7397 | 0.2113 | 0.7397 | 0.8600 |
268
+ | No log | 9.4348 | 434 | 0.7597 | 0.2675 | 0.7597 | 0.8716 |
269
+ | No log | 9.4783 | 436 | 0.7512 | 0.1961 | 0.7512 | 0.8667 |
270
+ | No log | 9.5217 | 438 | 0.7256 | 0.3072 | 0.7256 | 0.8518 |
271
+ | No log | 9.5652 | 440 | 0.7487 | 0.1598 | 0.7487 | 0.8653 |
272
+ | No log | 9.6087 | 442 | 0.7567 | 0.1598 | 0.7567 | 0.8699 |
273
+ | No log | 9.6522 | 444 | 0.7594 | 0.1598 | 0.7594 | 0.8714 |
274
+ | No log | 9.6957 | 446 | 0.7654 | 0.1850 | 0.7654 | 0.8749 |
275
+ | No log | 9.7391 | 448 | 0.7839 | 0.2149 | 0.7839 | 0.8854 |
276
+ | No log | 9.7826 | 450 | 0.7686 | 0.2129 | 0.7686 | 0.8767 |
277
+ | No log | 9.8261 | 452 | 0.7511 | 0.1531 | 0.7511 | 0.8667 |
278
+ | No log | 9.8696 | 454 | 0.7604 | 0.1531 | 0.7604 | 0.8720 |
279
+ | No log | 9.9130 | 456 | 0.7751 | 0.1850 | 0.7751 | 0.8804 |
280
+ | No log | 9.9565 | 458 | 0.7791 | 0.1850 | 0.7791 | 0.8827 |
281
+ | No log | 10.0 | 460 | 0.7719 | 0.1850 | 0.7719 | 0.8786 |
282
+ | No log | 10.0435 | 462 | 0.7531 | 0.1541 | 0.7531 | 0.8678 |
283
+ | No log | 10.0870 | 464 | 0.7491 | 0.1308 | 0.7491 | 0.8655 |
284
+ | No log | 10.1304 | 466 | 0.7786 | 0.1541 | 0.7786 | 0.8824 |
285
+ | No log | 10.1739 | 468 | 0.8196 | 0.1183 | 0.8196 | 0.9053 |
286
+ | No log | 10.2174 | 470 | 0.8137 | 0.1541 | 0.8137 | 0.9021 |
287
+ | No log | 10.2609 | 472 | 0.8243 | 0.1541 | 0.8243 | 0.9079 |
288
+ | No log | 10.3043 | 474 | 0.8361 | 0.1487 | 0.8361 | 0.9144 |
289
+ | No log | 10.3478 | 476 | 0.8313 | 0.1786 | 0.8313 | 0.9118 |
290
+ | No log | 10.3913 | 478 | 0.8194 | 0.1850 | 0.8194 | 0.9052 |
291
+ | No log | 10.4348 | 480 | 0.8054 | 0.2685 | 0.8054 | 0.8974 |
292
+ | No log | 10.4783 | 482 | 0.8103 | 0.1815 | 0.8103 | 0.9002 |
293
+ | No log | 10.5217 | 484 | 0.8074 | 0.2027 | 0.8074 | 0.8986 |
294
+ | No log | 10.5652 | 486 | 0.8020 | 0.1699 | 0.8020 | 0.8956 |
295
+ | No log | 10.6087 | 488 | 0.7856 | 0.1359 | 0.7856 | 0.8864 |
296
+ | No log | 10.6522 | 490 | 0.7764 | 0.1498 | 0.7764 | 0.8811 |
297
+ | No log | 10.6957 | 492 | 0.7666 | 0.1550 | 0.7666 | 0.8756 |
298
+ | No log | 10.7391 | 494 | 0.7608 | 0.0764 | 0.7608 | 0.8722 |
299
+ | No log | 10.7826 | 496 | 0.7596 | 0.1228 | 0.7596 | 0.8716 |
300
+ | No log | 10.8261 | 498 | 0.7657 | 0.1228 | 0.7657 | 0.8751 |
301
+ | 0.2846 | 10.8696 | 500 | 0.7656 | 0.1232 | 0.7656 | 0.8750 |
302
+ | 0.2846 | 10.9130 | 502 | 0.7611 | 0.1232 | 0.7611 | 0.8724 |
303
+ | 0.2846 | 10.9565 | 504 | 0.7622 | 0.1139 | 0.7622 | 0.8731 |
304
+ | 0.2846 | 11.0 | 506 | 0.7731 | 0.2506 | 0.7731 | 0.8793 |
305
+ | 0.2846 | 11.0435 | 508 | 0.7698 | 0.2540 | 0.7698 | 0.8774 |
306
+ | 0.2846 | 11.0870 | 510 | 0.7790 | 0.3153 | 0.7790 | 0.8826 |
307
+ | 0.2846 | 11.1304 | 512 | 0.7847 | 0.3253 | 0.7847 | 0.8858 |
308
+ | 0.2846 | 11.1739 | 514 | 0.8077 | 0.2558 | 0.8077 | 0.8987 |
309
+ | 0.2846 | 11.2174 | 516 | 0.8566 | 0.2409 | 0.8566 | 0.9255 |
310
+ | 0.2846 | 11.2609 | 518 | 0.8336 | 0.1183 | 0.8336 | 0.9130 |
311
+ | 0.2846 | 11.3043 | 520 | 0.7783 | 0.1456 | 0.7783 | 0.8822 |
312
+ | 0.2846 | 11.3478 | 522 | 0.7449 | 0.2024 | 0.7449 | 0.8631 |
313
+ | 0.2846 | 11.3913 | 524 | 0.7347 | 0.1228 | 0.7347 | 0.8572 |
314
+ | 0.2846 | 11.4348 | 526 | 0.7339 | 0.1633 | 0.7339 | 0.8567 |
315
+ | 0.2846 | 11.4783 | 528 | 0.7286 | 0.2002 | 0.7286 | 0.8536 |
316
+ | 0.2846 | 11.5217 | 530 | 0.7404 | 0.1846 | 0.7404 | 0.8604 |
317
+ | 0.2846 | 11.5652 | 532 | 0.8050 | 0.3519 | 0.8050 | 0.8972 |
318
+ | 0.2846 | 11.6087 | 534 | 0.8441 | 0.2975 | 0.8441 | 0.9188 |
319
+ | 0.2846 | 11.6522 | 536 | 0.8133 | 0.3131 | 0.8133 | 0.9018 |
320
+ | 0.2846 | 11.6957 | 538 | 0.7603 | 0.3737 | 0.7603 | 0.8720 |
321
+ | 0.2846 | 11.7391 | 540 | 0.7087 | 0.1903 | 0.7087 | 0.8418 |
322
+ | 0.2846 | 11.7826 | 542 | 0.7052 | 0.2449 | 0.7052 | 0.8397 |
323
+ | 0.2846 | 11.8261 | 544 | 0.7729 | 0.0949 | 0.7729 | 0.8791 |
324
+ | 0.2846 | 11.8696 | 546 | 0.7807 | 0.0949 | 0.7807 | 0.8835 |
325
+ | 0.2846 | 11.9130 | 548 | 0.7429 | 0.0940 | 0.7429 | 0.8619 |
326
+ | 0.2846 | 11.9565 | 550 | 0.7001 | 0.1282 | 0.7001 | 0.8367 |
327
+ | 0.2846 | 12.0 | 552 | 0.6901 | 0.1674 | 0.6901 | 0.8307 |
328
+ | 0.2846 | 12.0435 | 554 | 0.6928 | 0.2046 | 0.6928 | 0.8323 |
329
+ | 0.2846 | 12.0870 | 556 | 0.6874 | 0.2405 | 0.6874 | 0.8291 |
330
+ | 0.2846 | 12.1304 | 558 | 0.6762 | 0.2443 | 0.6762 | 0.8223 |
331
+ | 0.2846 | 12.1739 | 560 | 0.6789 | 0.2353 | 0.6789 | 0.8239 |
332
+ | 0.2846 | 12.2174 | 562 | 0.6897 | 0.3010 | 0.6897 | 0.8305 |
333
+ | 0.2846 | 12.2609 | 564 | 0.6932 | 0.3229 | 0.6932 | 0.8326 |
334
+ | 0.2846 | 12.3043 | 566 | 0.6879 | 0.2480 | 0.6879 | 0.8294 |
335
+ | 0.2846 | 12.3478 | 568 | 0.6944 | 0.3445 | 0.6944 | 0.8333 |
336
+ | 0.2846 | 12.3913 | 570 | 0.6935 | 0.3183 | 0.6935 | 0.8327 |
337
+ | 0.2846 | 12.4348 | 572 | 0.6961 | 0.3213 | 0.6961 | 0.8343 |
338
+ | 0.2846 | 12.4783 | 574 | 0.7034 | 0.3585 | 0.7034 | 0.8387 |
339
+ | 0.2846 | 12.5217 | 576 | 0.7085 | 0.2970 | 0.7085 | 0.8417 |
340
+ | 0.2846 | 12.5652 | 578 | 0.7006 | 0.2675 | 0.7006 | 0.8370 |
341
+ | 0.2846 | 12.6087 | 580 | 0.6900 | 0.3183 | 0.6900 | 0.8306 |
342
+ | 0.2846 | 12.6522 | 582 | 0.7028 | 0.2751 | 0.7028 | 0.8383 |
343
+ | 0.2846 | 12.6957 | 584 | 0.7258 | 0.2751 | 0.7258 | 0.8519 |
344
+ | 0.2846 | 12.7391 | 586 | 0.7219 | 0.2751 | 0.7219 | 0.8497 |
345
+ | 0.2846 | 12.7826 | 588 | 0.7074 | 0.2572 | 0.7074 | 0.8411 |
346
+ | 0.2846 | 12.8261 | 590 | 0.6970 | 0.1604 | 0.6970 | 0.8349 |
347
+ | 0.2846 | 12.8696 | 592 | 0.6973 | 0.1604 | 0.6973 | 0.8351 |
348
+ | 0.2846 | 12.9130 | 594 | 0.7025 | 0.1962 | 0.7025 | 0.8382 |
349
+ | 0.2846 | 12.9565 | 596 | 0.7186 | 0.3416 | 0.7186 | 0.8477 |
350
+ | 0.2846 | 13.0 | 598 | 0.7226 | 0.3416 | 0.7226 | 0.8501 |
351
+ | 0.2846 | 13.0435 | 600 | 0.7252 | 0.3416 | 0.7252 | 0.8516 |
352
+ | 0.2846 | 13.0870 | 602 | 0.7182 | 0.3416 | 0.7182 | 0.8474 |
353
+ | 0.2846 | 13.1304 | 604 | 0.7102 | 0.2441 | 0.7102 | 0.8427 |
354
+ | 0.2846 | 13.1739 | 606 | 0.6978 | 0.2243 | 0.6978 | 0.8353 |
355
+ | 0.2846 | 13.2174 | 608 | 0.6905 | 0.2345 | 0.6905 | 0.8309 |
356
+ | 0.2846 | 13.2609 | 610 | 0.6932 | 0.2345 | 0.6932 | 0.8326 |
357
+ | 0.2846 | 13.3043 | 612 | 0.6964 | 0.2345 | 0.6964 | 0.8345 |
358
+ | 0.2846 | 13.3478 | 614 | 0.7010 | 0.2243 | 0.7010 | 0.8372 |
359
+ | 0.2846 | 13.3913 | 616 | 0.6974 | 0.2955 | 0.6974 | 0.8351 |
360
+ | 0.2846 | 13.4348 | 618 | 0.6990 | 0.1221 | 0.6990 | 0.8361 |
361
+ | 0.2846 | 13.4783 | 620 | 0.7095 | 0.1608 | 0.7095 | 0.8423 |
362
+ | 0.2846 | 13.5217 | 622 | 0.7035 | 0.2325 | 0.7035 | 0.8387 |
363
+ | 0.2846 | 13.5652 | 624 | 0.6922 | 0.2170 | 0.6922 | 0.8320 |
364
+ | 0.2846 | 13.6087 | 626 | 0.7169 | 0.3545 | 0.7169 | 0.8467 |
365
+ | 0.2846 | 13.6522 | 628 | 0.7508 | 0.3737 | 0.7508 | 0.8665 |
366
+ | 0.2846 | 13.6957 | 630 | 0.7317 | 0.3737 | 0.7317 | 0.8554 |
367
+ | 0.2846 | 13.7391 | 632 | 0.7079 | 0.4044 | 0.7079 | 0.8414 |
368
+ | 0.2846 | 13.7826 | 634 | 0.7162 | 0.4257 | 0.7162 | 0.8463 |
369
+ | 0.2846 | 13.8261 | 636 | 0.7111 | 0.4257 | 0.7111 | 0.8432 |
370
+ | 0.2846 | 13.8696 | 638 | 0.7071 | 0.3762 | 0.7071 | 0.8409 |
371
+ | 0.2846 | 13.9130 | 640 | 0.7064 | 0.3170 | 0.7064 | 0.8405 |
372
+ | 0.2846 | 13.9565 | 642 | 0.7235 | 0.3187 | 0.7235 | 0.8506 |
373
+ | 0.2846 | 14.0 | 644 | 0.7368 | 0.3146 | 0.7368 | 0.8584 |
374
+ | 0.2846 | 14.0435 | 646 | 0.7336 | 0.3146 | 0.7336 | 0.8565 |
375
+ | 0.2846 | 14.0870 | 648 | 0.7095 | 0.2576 | 0.7095 | 0.8423 |
376
+ | 0.2846 | 14.1304 | 650 | 0.6983 | 0.2229 | 0.6983 | 0.8357 |
377
+ | 0.2846 | 14.1739 | 652 | 0.6989 | 0.2509 | 0.6989 | 0.8360 |
378
+ | 0.2846 | 14.2174 | 654 | 0.6987 | 0.2170 | 0.6987 | 0.8359 |
379
+ | 0.2846 | 14.2609 | 656 | 0.6971 | 0.2513 | 0.6971 | 0.8349 |
380
+ | 0.2846 | 14.3043 | 658 | 0.7014 | 0.2513 | 0.7014 | 0.8375 |
381
+ | 0.2846 | 14.3478 | 660 | 0.7092 | 0.3229 | 0.7092 | 0.8421 |
382
+ | 0.2846 | 14.3913 | 662 | 0.7305 | 0.2891 | 0.7305 | 0.8547 |
383
+ | 0.2846 | 14.4348 | 664 | 0.7380 | 0.2555 | 0.7380 | 0.8591 |
384
+ | 0.2846 | 14.4783 | 666 | 0.7483 | 0.2528 | 0.7483 | 0.8651 |
385
+ | 0.2846 | 14.5217 | 668 | 0.7312 | 0.2555 | 0.7312 | 0.8551 |
386
+ | 0.2846 | 14.5652 | 670 | 0.6920 | 0.3331 | 0.6920 | 0.8319 |
387
+ | 0.2846 | 14.6087 | 672 | 0.6815 | 0.2135 | 0.6815 | 0.8255 |
388
+ | 0.2846 | 14.6522 | 674 | 0.7033 | 0.2471 | 0.7033 | 0.8386 |
389
+ | 0.2846 | 14.6957 | 676 | 0.7136 | 0.2471 | 0.7136 | 0.8447 |
390
+ | 0.2846 | 14.7391 | 678 | 0.7070 | 0.2145 | 0.7070 | 0.8408 |
391
+ | 0.2846 | 14.7826 | 680 | 0.6972 | 0.1187 | 0.6972 | 0.8350 |
392
+ | 0.2846 | 14.8261 | 682 | 0.6979 | 0.1282 | 0.6979 | 0.8354 |
393
+ | 0.2846 | 14.8696 | 684 | 0.7106 | 0.0851 | 0.7106 | 0.8429 |
394
+ | 0.2846 | 14.9130 | 686 | 0.7150 | 0.1267 | 0.7150 | 0.8456 |
395
+ | 0.2846 | 14.9565 | 688 | 0.7005 | 0.1267 | 0.7005 | 0.8369 |
396
+ | 0.2846 | 15.0 | 690 | 0.6801 | 0.2353 | 0.6801 | 0.8247 |
397
+ | 0.2846 | 15.0435 | 692 | 0.6813 | 0.2872 | 0.6813 | 0.8254 |
398
+ | 0.2846 | 15.0870 | 694 | 0.6931 | 0.2970 | 0.6931 | 0.8325 |
399
+ | 0.2846 | 15.1304 | 696 | 0.7001 | 0.3542 | 0.7001 | 0.8367 |
400
+ | 0.2846 | 15.1739 | 698 | 0.6974 | 0.2933 | 0.6974 | 0.8351 |
401
+ | 0.2846 | 15.2174 | 700 | 0.6836 | 0.2205 | 0.6836 | 0.8268 |
402
+ | 0.2846 | 15.2609 | 702 | 0.6722 | 0.2543 | 0.6722 | 0.8199 |
403
+ | 0.2846 | 15.3043 | 704 | 0.6735 | 0.3228 | 0.6735 | 0.8207 |
404
+ | 0.2846 | 15.3478 | 706 | 0.6965 | 0.4437 | 0.6965 | 0.8346 |
405
+ | 0.2846 | 15.3913 | 708 | 0.7015 | 0.4437 | 0.7015 | 0.8376 |
406
+ | 0.2846 | 15.4348 | 710 | 0.6870 | 0.3728 | 0.6870 | 0.8289 |
407
+ | 0.2846 | 15.4783 | 712 | 0.6817 | 0.3228 | 0.6817 | 0.8257 |
408
+ | 0.2846 | 15.5217 | 714 | 0.6842 | 0.2923 | 0.6842 | 0.8272 |
409
+ | 0.2846 | 15.5652 | 716 | 0.6932 | 0.2923 | 0.6932 | 0.8326 |
410
+ | 0.2846 | 15.6087 | 718 | 0.7112 | 0.3445 | 0.7112 | 0.8434 |
411
+ | 0.2846 | 15.6522 | 720 | 0.7266 | 0.3728 | 0.7266 | 0.8524 |
412
+ | 0.2846 | 15.6957 | 722 | 0.7441 | 0.3649 | 0.7441 | 0.8626 |
413
+ | 0.2846 | 15.7391 | 724 | 0.7314 | 0.3445 | 0.7314 | 0.8552 |
414
+ | 0.2846 | 15.7826 | 726 | 0.7230 | 0.2955 | 0.7230 | 0.8503 |
415
+ | 0.2846 | 15.8261 | 728 | 0.7223 | 0.1818 | 0.7223 | 0.8499 |
416
+ | 0.2846 | 15.8696 | 730 | 0.7131 | 0.2576 | 0.7131 | 0.8445 |
417
+ | 0.2846 | 15.9130 | 732 | 0.6994 | 0.3183 | 0.6994 | 0.8363 |
418
+ | 0.2846 | 15.9565 | 734 | 0.6950 | 0.3153 | 0.6950 | 0.8337 |
419
+ | 0.2846 | 16.0 | 736 | 0.6940 | 0.3153 | 0.6940 | 0.8331 |
420
+ | 0.2846 | 16.0435 | 738 | 0.6951 | 0.2890 | 0.6951 | 0.8337 |
421
+ | 0.2846 | 16.0870 | 740 | 0.6979 | 0.2308 | 0.6979 | 0.8354 |
422
+ | 0.2846 | 16.1304 | 742 | 0.7005 | 0.1591 | 0.7005 | 0.8370 |
423
+ | 0.2846 | 16.1739 | 744 | 0.7114 | 0.1277 | 0.7114 | 0.8434 |
424
+ | 0.2846 | 16.2174 | 746 | 0.7160 | 0.1687 | 0.7160 | 0.8461 |
425
+ | 0.2846 | 16.2609 | 748 | 0.7015 | 0.2063 | 0.7015 | 0.8375 |
426
+ | 0.2846 | 16.3043 | 750 | 0.6966 | 0.2243 | 0.6966 | 0.8346 |
427
+ | 0.2846 | 16.3478 | 752 | 0.7286 | 0.3701 | 0.7286 | 0.8536 |
428
+ | 0.2846 | 16.3913 | 754 | 0.7506 | 0.3673 | 0.7506 | 0.8664 |
429
+ | 0.2846 | 16.4348 | 756 | 0.7233 | 0.3701 | 0.7233 | 0.8505 |
430
+ | 0.2846 | 16.4783 | 758 | 0.6987 | 0.3416 | 0.6987 | 0.8359 |
431
+ | 0.2846 | 16.5217 | 760 | 0.6899 | 0.2890 | 0.6899 | 0.8306 |
432
+ | 0.2846 | 16.5652 | 762 | 0.6958 | 0.2884 | 0.6958 | 0.8341 |
433
+ | 0.2846 | 16.6087 | 764 | 0.7233 | 0.1942 | 0.7233 | 0.8505 |
434
+ | 0.2846 | 16.6522 | 766 | 0.7411 | 0.1660 | 0.7411 | 0.8609 |
435
+ | 0.2846 | 16.6957 | 768 | 0.7396 | 0.1660 | 0.7396 | 0.8600 |
436
+ | 0.2846 | 16.7391 | 770 | 0.7321 | 0.2317 | 0.7321 | 0.8556 |
437
+ | 0.2846 | 16.7826 | 772 | 0.7274 | 0.2540 | 0.7274 | 0.8529 |
438
+ | 0.2846 | 16.8261 | 774 | 0.7375 | 0.2572 | 0.7375 | 0.8588 |
439
+ | 0.2846 | 16.8696 | 776 | 0.7443 | 0.2572 | 0.7443 | 0.8628 |
440
+ | 0.2846 | 16.9130 | 778 | 0.7611 | 0.2572 | 0.7611 | 0.8724 |
441
+ | 0.2846 | 16.9565 | 780 | 0.7699 | 0.2243 | 0.7699 | 0.8775 |
442
+ | 0.2846 | 17.0 | 782 | 0.7916 | 0.2243 | 0.7916 | 0.8897 |
443
+ | 0.2846 | 17.0435 | 784 | 0.7956 | 0.1903 | 0.7956 | 0.8919 |
444
+ | 0.2846 | 17.0870 | 786 | 0.7869 | 0.2443 | 0.7869 | 0.8871 |
445
+ | 0.2846 | 17.1304 | 788 | 0.7844 | 0.1277 | 0.7844 | 0.8856 |
446
+ | 0.2846 | 17.1739 | 790 | 0.7809 | 0.1277 | 0.7809 | 0.8837 |
447
+ | 0.2846 | 17.2174 | 792 | 0.7822 | 0.1604 | 0.7822 | 0.8844 |
448
+ | 0.2846 | 17.2609 | 794 | 0.7901 | 0.1903 | 0.7901 | 0.8889 |
449
+ | 0.2846 | 17.3043 | 796 | 0.7847 | 0.1550 | 0.7847 | 0.8859 |
450
+ | 0.2846 | 17.3478 | 798 | 0.7784 | 0.0804 | 0.7784 | 0.8823 |
451
+ | 0.2846 | 17.3913 | 800 | 0.7750 | 0.1277 | 0.7750 | 0.8804 |
452
+ | 0.2846 | 17.4348 | 802 | 0.7697 | 0.1277 | 0.7697 | 0.8773 |
453
+ | 0.2846 | 17.4783 | 804 | 0.7637 | 0.1277 | 0.7637 | 0.8739 |
454
+ | 0.2846 | 17.5217 | 806 | 0.7575 | 0.1277 | 0.7575 | 0.8703 |
455
+ | 0.2846 | 17.5652 | 808 | 0.7580 | 0.1282 | 0.7580 | 0.8706 |
456
+ | 0.2846 | 17.6087 | 810 | 0.7722 | 0.1508 | 0.7722 | 0.8788 |
457
+ | 0.2846 | 17.6522 | 812 | 0.7774 | 0.1508 | 0.7774 | 0.8817 |
458
+ | 0.2846 | 17.6957 | 814 | 0.7709 | 0.0717 | 0.7709 | 0.8780 |
459
+ | 0.2846 | 17.7391 | 816 | 0.7618 | 0.1094 | 0.7618 | 0.8728 |
460
+ | 0.2846 | 17.7826 | 818 | 0.7365 | 0.1184 | 0.7365 | 0.8582 |
461
+ | 0.2846 | 17.8261 | 820 | 0.7220 | 0.1282 | 0.7220 | 0.8497 |
462
+ | 0.2846 | 17.8696 | 822 | 0.7150 | 0.1646 | 0.7150 | 0.8456 |
463
+ | 0.2846 | 17.9130 | 824 | 0.7124 | 0.1136 | 0.7124 | 0.8440 |
464
+ | 0.2846 | 17.9565 | 826 | 0.7095 | 0.2218 | 0.7095 | 0.8423 |
465
+ | 0.2846 | 18.0 | 828 | 0.7086 | 0.2158 | 0.7086 | 0.8418 |
466
+ | 0.2846 | 18.0435 | 830 | 0.7064 | 0.1580 | 0.7064 | 0.8404 |
467
+ | 0.2846 | 18.0870 | 832 | 0.7213 | 0.1267 | 0.7213 | 0.8493 |
468
+ | 0.2846 | 18.1304 | 834 | 0.7335 | 0.2036 | 0.7335 | 0.8564 |
469
+ | 0.2846 | 18.1739 | 836 | 0.7360 | 0.1267 | 0.7360 | 0.8579 |
470
+ | 0.2846 | 18.2174 | 838 | 0.7306 | 0.1687 | 0.7306 | 0.8547 |
471
+ | 0.2846 | 18.2609 | 840 | 0.7270 | 0.1228 | 0.7270 | 0.8526 |
472
+ | 0.2846 | 18.3043 | 842 | 0.7361 | 0.1232 | 0.7361 | 0.8580 |
473
+ | 0.2846 | 18.3478 | 844 | 0.7353 | 0.1232 | 0.7353 | 0.8575 |
474
+ | 0.2846 | 18.3913 | 846 | 0.7278 | 0.1232 | 0.7278 | 0.8531 |
475
+ | 0.2846 | 18.4348 | 848 | 0.7293 | 0.1633 | 0.7293 | 0.8540 |
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+ | 0.2846 | 18.4783 | 850 | 0.7628 | 0.1673 | 0.7628 | 0.8734 |
477
+ | 0.2846 | 18.5217 | 852 | 0.8178 | 0.1313 | 0.8178 | 0.9043 |
478
+ | 0.2846 | 18.5652 | 854 | 0.8274 | 0.2263 | 0.8274 | 0.9096 |
479
+ | 0.2846 | 18.6087 | 856 | 0.7763 | 0.1711 | 0.7763 | 0.8811 |
480
+ | 0.2846 | 18.6522 | 858 | 0.7242 | 0.1597 | 0.7242 | 0.8510 |
481
+ | 0.2846 | 18.6957 | 860 | 0.7205 | 0.1646 | 0.7205 | 0.8489 |
482
+ | 0.2846 | 18.7391 | 862 | 0.7281 | 0.2852 | 0.7281 | 0.8533 |
483
+ | 0.2846 | 18.7826 | 864 | 0.7264 | 0.2815 | 0.7264 | 0.8523 |
484
+ | 0.2846 | 18.8261 | 866 | 0.7179 | 0.3141 | 0.7179 | 0.8473 |
485
+ | 0.2846 | 18.8696 | 868 | 0.7182 | 0.2642 | 0.7182 | 0.8475 |
486
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487
+ | 0.2846 | 18.9565 | 872 | 0.7437 | 0.1244 | 0.7437 | 0.8624 |
488
+ | 0.2846 | 19.0 | 874 | 0.7558 | 0.1591 | 0.7558 | 0.8694 |
489
+ | 0.2846 | 19.0435 | 876 | 0.7372 | 0.1873 | 0.7372 | 0.8586 |
490
+ | 0.2846 | 19.0870 | 878 | 0.7225 | 0.2711 | 0.7225 | 0.8500 |
491
+ | 0.2846 | 19.1304 | 880 | 0.7470 | 0.2641 | 0.7470 | 0.8643 |
492
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493
+ | 0.2846 | 19.2174 | 884 | 0.8570 | 0.2467 | 0.8570 | 0.9258 |
494
+ | 0.2846 | 19.2609 | 886 | 0.8581 | 0.2467 | 0.8581 | 0.9263 |
495
+ | 0.2846 | 19.3043 | 888 | 0.8186 | 0.1598 | 0.8186 | 0.9048 |
496
+ | 0.2846 | 19.3478 | 890 | 0.7639 | 0.2181 | 0.7639 | 0.8740 |
497
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498
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499
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500
+ | 0.2846 | 19.5217 | 898 | 0.6916 | 0.2325 | 0.6916 | 0.8316 |
501
+ | 0.2846 | 19.5652 | 900 | 0.6862 | 0.2325 | 0.6862 | 0.8284 |
502
+ | 0.2846 | 19.6087 | 902 | 0.6803 | 0.2325 | 0.6803 | 0.8248 |
503
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+ | 0.2846 | 19.8696 | 914 | 0.7041 | 0.2181 | 0.7041 | 0.8391 |
509
+ | 0.2846 | 19.9130 | 916 | 0.7102 | 0.2181 | 0.7102 | 0.8427 |
510
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+ | 0.2846 | 20.0 | 920 | 0.7116 | 0.2181 | 0.7116 | 0.8435 |
512
+ | 0.2846 | 20.0435 | 922 | 0.7110 | 0.2181 | 0.7110 | 0.8432 |
513
+ | 0.2846 | 20.0870 | 924 | 0.7120 | 0.2181 | 0.7120 | 0.8438 |
514
+ | 0.2846 | 20.1304 | 926 | 0.7270 | 0.2181 | 0.7270 | 0.8527 |
515
+ | 0.2846 | 20.1739 | 928 | 0.7451 | 0.2590 | 0.7451 | 0.8632 |
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518
+ | 0.2846 | 20.3043 | 934 | 0.7779 | 0.2722 | 0.7779 | 0.8820 |
519
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521
+ | 0.2846 | 20.4348 | 940 | 0.7559 | 0.2652 | 0.7559 | 0.8694 |
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+ | 0.2846 | 20.5652 | 946 | 0.7144 | 0.2413 | 0.7144 | 0.8452 |
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527
+ | 0.2846 | 20.6957 | 952 | 0.7007 | 0.2229 | 0.7007 | 0.8371 |
528
+ | 0.2846 | 20.7391 | 954 | 0.6988 | 0.2675 | 0.6988 | 0.8359 |
529
+ | 0.2846 | 20.7826 | 956 | 0.6966 | 0.2675 | 0.6966 | 0.8346 |
530
+ | 0.2846 | 20.8261 | 958 | 0.6900 | 0.2608 | 0.6900 | 0.8306 |
531
+ | 0.2846 | 20.8696 | 960 | 0.6898 | 0.2170 | 0.6898 | 0.8305 |
532
+ | 0.2846 | 20.9130 | 962 | 0.7070 | 0.2063 | 0.7070 | 0.8408 |
533
+ | 0.2846 | 20.9565 | 964 | 0.7059 | 0.2181 | 0.7059 | 0.8402 |
534
+ | 0.2846 | 21.0 | 966 | 0.6944 | 0.2218 | 0.6944 | 0.8333 |
535
+ | 0.2846 | 21.0435 | 968 | 0.6855 | 0.2608 | 0.6855 | 0.8279 |
536
+ | 0.2846 | 21.0870 | 970 | 0.6890 | 0.2947 | 0.6890 | 0.8301 |
537
+ | 0.2846 | 21.1304 | 972 | 0.6955 | 0.3273 | 0.6955 | 0.8340 |
538
+ | 0.2846 | 21.1739 | 974 | 0.6968 | 0.3273 | 0.6968 | 0.8348 |
539
+ | 0.2846 | 21.2174 | 976 | 0.6878 | 0.3273 | 0.6878 | 0.8294 |
540
+ | 0.2846 | 21.2609 | 978 | 0.6784 | 0.2170 | 0.6784 | 0.8237 |
541
+ | 0.2846 | 21.3043 | 980 | 0.6806 | 0.2078 | 0.6806 | 0.8250 |
542
+ | 0.2846 | 21.3478 | 982 | 0.6844 | 0.2476 | 0.6844 | 0.8273 |
543
+ | 0.2846 | 21.3913 | 984 | 0.6824 | 0.2476 | 0.6824 | 0.8261 |
544
+ | 0.2846 | 21.4348 | 986 | 0.6796 | 0.2158 | 0.6796 | 0.8244 |
545
+ | 0.2846 | 21.4783 | 988 | 0.6807 | 0.2113 | 0.6807 | 0.8251 |
546
+ | 0.2846 | 21.5217 | 990 | 0.6860 | 0.2947 | 0.6860 | 0.8283 |
547
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548
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549
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550
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551
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553
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554
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555
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556
+ | 0.0719 | 21.9565 | 1010 | 0.7363 | 0.2299 | 0.7363 | 0.8581 |
557
+
558
+
559
+ ### Framework versions
560
+
561
+ - Transformers 4.44.2
562
+ - Pytorch 2.4.0+cu118
563
+ - Datasets 2.21.0
564
+ - Tokenizers 0.19.1
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