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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k15_task2_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_run1_AugV5_k14_task2_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_run1_AugV5_k14_task2_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: 0.8173
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+ - Qwk: 0.3938
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+ - Mse: 0.8173
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+ - Rmse: 0.9040
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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 | 0.0370 | 2 | 4.6164 | -0.0075 | 4.6164 | 2.1486 |
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+ | No log | 0.0741 | 4 | 2.8379 | 0.0060 | 2.8379 | 1.6846 |
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+ | No log | 0.1111 | 6 | 1.6730 | 0.0538 | 1.6730 | 1.2935 |
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+ | No log | 0.1481 | 8 | 1.3547 | 0.1026 | 1.3547 | 1.1639 |
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+ | No log | 0.1852 | 10 | 1.2161 | 0.1919 | 1.2161 | 1.1028 |
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+ | No log | 0.2222 | 12 | 1.2493 | 0.1601 | 1.2493 | 1.1177 |
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+ | No log | 0.2593 | 14 | 1.3434 | 0.1135 | 1.3434 | 1.1591 |
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+ | No log | 0.2963 | 16 | 1.6185 | 0.0 | 1.6185 | 1.2722 |
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+ | No log | 0.3333 | 18 | 1.9171 | 0.0372 | 1.9171 | 1.3846 |
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+ | No log | 0.3704 | 20 | 2.2855 | 0.1431 | 2.2855 | 1.5118 |
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+ | No log | 0.4074 | 22 | 2.0793 | 0.1176 | 2.0793 | 1.4420 |
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+ | No log | 0.4444 | 24 | 1.6190 | 0.1060 | 1.6190 | 1.2724 |
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+ | No log | 0.4815 | 26 | 1.3179 | 0.1196 | 1.3179 | 1.1480 |
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+ | No log | 0.5185 | 28 | 1.0733 | 0.2640 | 1.0733 | 1.0360 |
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+ | No log | 0.5556 | 30 | 0.9520 | 0.4029 | 0.9520 | 0.9757 |
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+ | No log | 0.5926 | 32 | 0.9386 | 0.3570 | 0.9386 | 0.9688 |
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+ | No log | 0.6296 | 34 | 1.1179 | 0.1507 | 1.1179 | 1.0573 |
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+ | No log | 0.6667 | 36 | 1.3773 | 0.1165 | 1.3773 | 1.1736 |
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+ | No log | 0.7037 | 38 | 1.6204 | 0.0662 | 1.6204 | 1.2729 |
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+ | No log | 0.7407 | 40 | 1.6395 | 0.0792 | 1.6395 | 1.2804 |
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+ | No log | 0.7778 | 42 | 1.6109 | 0.1140 | 1.6109 | 1.2692 |
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+ | No log | 0.8148 | 44 | 1.3429 | 0.0537 | 1.3429 | 1.1588 |
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+ | No log | 0.8519 | 46 | 1.2877 | 0.1612 | 1.2877 | 1.1348 |
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+ | No log | 0.8889 | 48 | 1.5394 | 0.0706 | 1.5394 | 1.2407 |
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+ | No log | 0.9259 | 50 | 1.6418 | -0.0230 | 1.6418 | 1.2813 |
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+ | No log | 0.9630 | 52 | 1.4138 | 0.0040 | 1.4138 | 1.1890 |
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+ | No log | 1.0 | 54 | 1.0908 | 0.1142 | 1.0908 | 1.0444 |
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+ | No log | 1.0370 | 56 | 1.0195 | 0.3546 | 1.0195 | 1.0097 |
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+ | No log | 1.0741 | 58 | 1.3495 | 0.1773 | 1.3495 | 1.1617 |
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+ | No log | 1.1111 | 60 | 1.7525 | 0.2166 | 1.7525 | 1.3238 |
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+ | No log | 1.1481 | 62 | 1.7908 | 0.2430 | 1.7909 | 1.3382 |
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+ | No log | 1.1852 | 64 | 1.5479 | 0.1522 | 1.5479 | 1.2441 |
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+ | No log | 1.2222 | 66 | 1.2700 | 0.1395 | 1.2700 | 1.1270 |
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+ | No log | 1.2593 | 68 | 1.0977 | 0.1959 | 1.0977 | 1.0477 |
86
+ | No log | 1.2963 | 70 | 1.0107 | 0.2935 | 1.0107 | 1.0053 |
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+ | No log | 1.3333 | 72 | 0.9582 | 0.3946 | 0.9582 | 0.9789 |
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+ | No log | 1.3704 | 74 | 0.9375 | 0.3951 | 0.9375 | 0.9682 |
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+ | No log | 1.4074 | 76 | 0.9211 | 0.3502 | 0.9211 | 0.9598 |
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+ | No log | 1.4444 | 78 | 0.9889 | 0.3466 | 0.9889 | 0.9944 |
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+ | No log | 1.4815 | 80 | 1.2553 | 0.2981 | 1.2553 | 1.1204 |
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+ | No log | 1.5185 | 82 | 1.6185 | 0.3299 | 1.6185 | 1.2722 |
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+ | No log | 1.5556 | 84 | 1.5586 | 0.3415 | 1.5586 | 1.2484 |
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+ | No log | 1.5926 | 86 | 1.3204 | 0.3977 | 1.3204 | 1.1491 |
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+ | No log | 1.6296 | 88 | 1.3348 | 0.3918 | 1.3348 | 1.1554 |
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+ | No log | 1.6667 | 90 | 1.1155 | 0.4258 | 1.1155 | 1.0562 |
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+ | No log | 1.7037 | 92 | 0.8579 | 0.5052 | 0.8579 | 0.9262 |
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+ | No log | 1.7407 | 94 | 1.0031 | 0.2805 | 1.0031 | 1.0015 |
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+ | No log | 1.7778 | 96 | 0.9523 | 0.2944 | 0.9523 | 0.9759 |
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+ | No log | 1.8148 | 98 | 0.8839 | 0.4331 | 0.8839 | 0.9402 |
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+ | No log | 1.8519 | 100 | 0.8605 | 0.4004 | 0.8605 | 0.9276 |
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+ | No log | 1.8889 | 102 | 0.8437 | 0.4004 | 0.8437 | 0.9185 |
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+ | No log | 1.9259 | 104 | 0.8201 | 0.3879 | 0.8201 | 0.9056 |
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+ | No log | 1.9630 | 106 | 0.8295 | 0.3437 | 0.8295 | 0.9108 |
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+ | No log | 2.0 | 108 | 0.8716 | 0.3609 | 0.8716 | 0.9336 |
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+ | No log | 2.0370 | 110 | 0.8848 | 0.3884 | 0.8848 | 0.9407 |
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+ | No log | 2.0741 | 112 | 0.8330 | 0.4471 | 0.8330 | 0.9127 |
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+ | No log | 2.1111 | 114 | 0.9267 | 0.4898 | 0.9267 | 0.9627 |
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+ | No log | 2.1481 | 116 | 0.9424 | 0.4826 | 0.9424 | 0.9708 |
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+ | No log | 2.1852 | 118 | 0.9310 | 0.4826 | 0.9310 | 0.9649 |
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+ | No log | 2.2222 | 120 | 0.8460 | 0.4957 | 0.8460 | 0.9198 |
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+ | No log | 2.2593 | 122 | 0.7930 | 0.5317 | 0.7930 | 0.8905 |
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+ | No log | 2.2963 | 124 | 0.7826 | 0.5226 | 0.7826 | 0.8847 |
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+ | No log | 2.3333 | 126 | 0.7883 | 0.5299 | 0.7883 | 0.8879 |
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+ | No log | 2.3704 | 128 | 0.7852 | 0.5291 | 0.7852 | 0.8861 |
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+ | No log | 2.4074 | 130 | 0.8275 | 0.5174 | 0.8275 | 0.9097 |
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+ | No log | 2.4444 | 132 | 0.7547 | 0.5039 | 0.7547 | 0.8687 |
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+ | No log | 2.4815 | 134 | 0.8261 | 0.5014 | 0.8261 | 0.9089 |
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+ | No log | 2.5185 | 136 | 1.0419 | 0.4761 | 1.0419 | 1.0207 |
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+ | No log | 2.5556 | 138 | 1.0309 | 0.4557 | 1.0309 | 1.0153 |
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+ | No log | 2.5926 | 140 | 0.8559 | 0.4852 | 0.8559 | 0.9252 |
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+ | No log | 2.6296 | 142 | 0.7992 | 0.4926 | 0.7992 | 0.8940 |
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+ | No log | 2.6667 | 144 | 0.9296 | 0.4654 | 0.9296 | 0.9642 |
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+ | No log | 2.7037 | 146 | 0.9804 | 0.4410 | 0.9804 | 0.9902 |
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+ | No log | 2.7407 | 148 | 0.9722 | 0.4116 | 0.9722 | 0.9860 |
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+ | No log | 2.7778 | 150 | 0.8661 | 0.3897 | 0.8661 | 0.9306 |
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+ | No log | 2.8148 | 152 | 0.8003 | 0.4570 | 0.8003 | 0.8946 |
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+ | No log | 2.8519 | 154 | 0.7934 | 0.5312 | 0.7934 | 0.8908 |
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+ | No log | 2.8889 | 156 | 0.8432 | 0.4867 | 0.8432 | 0.9183 |
130
+ | No log | 2.9259 | 158 | 0.9626 | 0.5518 | 0.9626 | 0.9811 |
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+ | No log | 2.9630 | 160 | 1.0843 | 0.5015 | 1.0843 | 1.0413 |
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+ | No log | 3.0 | 162 | 1.1618 | 0.5015 | 1.1618 | 1.0779 |
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+ | No log | 3.0370 | 164 | 1.0557 | 0.4909 | 1.0557 | 1.0275 |
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+ | No log | 3.0741 | 166 | 0.8656 | 0.5139 | 0.8656 | 0.9304 |
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+ | No log | 3.1111 | 168 | 0.8434 | 0.4742 | 0.8434 | 0.9184 |
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+ | No log | 3.1481 | 170 | 0.8461 | 0.4592 | 0.8461 | 0.9199 |
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+ | No log | 3.1852 | 172 | 0.8749 | 0.4246 | 0.8749 | 0.9354 |
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+ | No log | 3.2222 | 174 | 0.8988 | 0.4703 | 0.8988 | 0.9480 |
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+ | No log | 3.2593 | 176 | 0.9416 | 0.4347 | 0.9416 | 0.9704 |
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+ | No log | 3.2963 | 178 | 0.8863 | 0.4341 | 0.8863 | 0.9415 |
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+ | No log | 3.3333 | 180 | 0.8589 | 0.3108 | 0.8589 | 0.9268 |
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+ | No log | 3.3704 | 182 | 0.8584 | 0.4042 | 0.8584 | 0.9265 |
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+ | No log | 3.4074 | 184 | 0.9267 | 0.4025 | 0.9267 | 0.9627 |
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+ | No log | 3.4444 | 186 | 0.9266 | 0.4025 | 0.9266 | 0.9626 |
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+ | No log | 3.4815 | 188 | 0.8704 | 0.4062 | 0.8704 | 0.9330 |
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+ | No log | 3.5185 | 190 | 0.8239 | 0.4197 | 0.8239 | 0.9077 |
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+ | No log | 3.5556 | 192 | 0.8592 | 0.4929 | 0.8592 | 0.9270 |
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+ | No log | 3.5926 | 194 | 0.8279 | 0.4652 | 0.8279 | 0.9099 |
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+ | No log | 3.6296 | 196 | 0.8393 | 0.5043 | 0.8393 | 0.9161 |
150
+ | No log | 3.6667 | 198 | 0.8866 | 0.4864 | 0.8866 | 0.9416 |
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+ | No log | 3.7037 | 200 | 0.8633 | 0.4998 | 0.8633 | 0.9291 |
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+ | No log | 3.7407 | 202 | 0.8500 | 0.4787 | 0.8500 | 0.9220 |
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+ | No log | 3.7778 | 204 | 0.8728 | 0.4830 | 0.8728 | 0.9342 |
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+ | No log | 3.8148 | 206 | 0.8903 | 0.4299 | 0.8903 | 0.9435 |
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+ | No log | 3.8519 | 208 | 0.9008 | 0.3596 | 0.9008 | 0.9491 |
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+ | No log | 3.8889 | 210 | 0.9250 | 0.3636 | 0.9250 | 0.9618 |
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+ | No log | 3.9259 | 212 | 1.0232 | 0.4036 | 1.0232 | 1.0115 |
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+ | No log | 3.9630 | 214 | 1.0771 | 0.4387 | 1.0771 | 1.0378 |
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+ | No log | 4.0 | 216 | 1.0639 | 0.3784 | 1.0639 | 1.0315 |
160
+ | No log | 4.0370 | 218 | 0.9688 | 0.3463 | 0.9688 | 0.9843 |
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+ | No log | 4.0741 | 220 | 0.9325 | 0.4202 | 0.9325 | 0.9656 |
162
+ | No log | 4.1111 | 222 | 0.9164 | 0.4202 | 0.9164 | 0.9573 |
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+ | No log | 4.1481 | 224 | 0.8800 | 0.4610 | 0.8800 | 0.9381 |
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+ | No log | 4.1852 | 226 | 0.8540 | 0.4267 | 0.8540 | 0.9241 |
165
+ | No log | 4.2222 | 228 | 0.8324 | 0.4640 | 0.8324 | 0.9124 |
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+ | No log | 4.2593 | 230 | 0.8160 | 0.4867 | 0.8160 | 0.9033 |
167
+ | No log | 4.2963 | 232 | 0.8393 | 0.5115 | 0.8393 | 0.9161 |
168
+ | No log | 4.3333 | 234 | 0.8503 | 0.5115 | 0.8503 | 0.9221 |
169
+ | No log | 4.3704 | 236 | 0.9398 | 0.4619 | 0.9398 | 0.9694 |
170
+ | No log | 4.4074 | 238 | 0.9179 | 0.4915 | 0.9179 | 0.9581 |
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+ | No log | 4.4444 | 240 | 0.8608 | 0.4752 | 0.8608 | 0.9278 |
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+ | No log | 4.4815 | 242 | 0.8348 | 0.4334 | 0.8348 | 0.9137 |
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+ | No log | 4.5185 | 244 | 0.8334 | 0.4334 | 0.8334 | 0.9129 |
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+ | No log | 4.5556 | 246 | 0.8462 | 0.4763 | 0.8462 | 0.9199 |
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+ | No log | 4.5926 | 248 | 0.8018 | 0.3960 | 0.8018 | 0.8954 |
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+ | No log | 4.6296 | 250 | 0.8226 | 0.5154 | 0.8226 | 0.9070 |
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+ | No log | 4.6667 | 252 | 0.8497 | 0.4983 | 0.8497 | 0.9218 |
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+ | No log | 4.7037 | 254 | 0.7930 | 0.5498 | 0.7930 | 0.8905 |
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+ | No log | 4.7407 | 256 | 0.8194 | 0.5007 | 0.8194 | 0.9052 |
180
+ | No log | 4.7778 | 258 | 0.8999 | 0.4440 | 0.8999 | 0.9486 |
181
+ | No log | 4.8148 | 260 | 0.8880 | 0.4410 | 0.8880 | 0.9424 |
182
+ | No log | 4.8519 | 262 | 0.8211 | 0.4730 | 0.8211 | 0.9062 |
183
+ | No log | 4.8889 | 264 | 0.8223 | 0.5351 | 0.8223 | 0.9068 |
184
+ | No log | 4.9259 | 266 | 0.8593 | 0.4916 | 0.8593 | 0.9270 |
185
+ | No log | 4.9630 | 268 | 0.8439 | 0.4512 | 0.8439 | 0.9187 |
186
+ | No log | 5.0 | 270 | 0.8290 | 0.4023 | 0.8290 | 0.9105 |
187
+ | No log | 5.0370 | 272 | 0.8470 | 0.3908 | 0.8470 | 0.9203 |
188
+ | No log | 5.0741 | 274 | 0.8529 | 0.4175 | 0.8529 | 0.9235 |
189
+ | No log | 5.1111 | 276 | 0.8242 | 0.3596 | 0.8242 | 0.9079 |
190
+ | No log | 5.1481 | 278 | 0.8288 | 0.5173 | 0.8288 | 0.9104 |
191
+ | No log | 5.1852 | 280 | 0.8806 | 0.6122 | 0.8806 | 0.9384 |
192
+ | No log | 5.2222 | 282 | 0.8615 | 0.5944 | 0.8615 | 0.9282 |
193
+ | No log | 5.2593 | 284 | 0.8169 | 0.5176 | 0.8169 | 0.9038 |
194
+ | No log | 5.2963 | 286 | 0.8580 | 0.3850 | 0.8580 | 0.9263 |
195
+ | No log | 5.3333 | 288 | 1.0045 | 0.4949 | 1.0045 | 1.0023 |
196
+ | No log | 5.3704 | 290 | 0.9742 | 0.5059 | 0.9742 | 0.9870 |
197
+ | No log | 5.4074 | 292 | 0.8334 | 0.4119 | 0.8334 | 0.9129 |
198
+ | No log | 5.4444 | 294 | 0.7889 | 0.3685 | 0.7889 | 0.8882 |
199
+ | No log | 5.4815 | 296 | 0.8034 | 0.4042 | 0.8034 | 0.8963 |
200
+ | No log | 5.5185 | 298 | 0.7920 | 0.4512 | 0.7920 | 0.8899 |
201
+ | No log | 5.5556 | 300 | 0.7788 | 0.4220 | 0.7788 | 0.8825 |
202
+ | No log | 5.5926 | 302 | 0.8834 | 0.4915 | 0.8834 | 0.9399 |
203
+ | No log | 5.6296 | 304 | 0.9242 | 0.5072 | 0.9242 | 0.9613 |
204
+ | No log | 5.6667 | 306 | 0.8634 | 0.4630 | 0.8634 | 0.9292 |
205
+ | No log | 5.7037 | 308 | 0.8173 | 0.4334 | 0.8173 | 0.9040 |
206
+ | No log | 5.7407 | 310 | 0.8180 | 0.4118 | 0.8180 | 0.9044 |
207
+ | No log | 5.7778 | 312 | 0.8507 | 0.4444 | 0.8507 | 0.9223 |
208
+ | No log | 5.8148 | 314 | 0.9479 | 0.4262 | 0.9479 | 0.9736 |
209
+ | No log | 5.8519 | 316 | 1.0771 | 0.4873 | 1.0771 | 1.0378 |
210
+ | No log | 5.8889 | 318 | 0.9704 | 0.4505 | 0.9704 | 0.9851 |
211
+ | No log | 5.9259 | 320 | 0.8478 | 0.3914 | 0.8478 | 0.9208 |
212
+ | No log | 5.9630 | 322 | 0.8390 | 0.4220 | 0.8390 | 0.9160 |
213
+ | No log | 6.0 | 324 | 0.8573 | 0.3821 | 0.8573 | 0.9259 |
214
+ | No log | 6.0370 | 326 | 0.9350 | 0.4776 | 0.9350 | 0.9670 |
215
+ | No log | 6.0741 | 328 | 1.0778 | 0.4497 | 1.0778 | 1.0382 |
216
+ | No log | 6.1111 | 330 | 1.0544 | 0.4619 | 1.0544 | 1.0268 |
217
+ | No log | 6.1481 | 332 | 0.9480 | 0.3839 | 0.9480 | 0.9736 |
218
+ | No log | 6.1852 | 334 | 0.8861 | 0.3830 | 0.8861 | 0.9413 |
219
+ | No log | 6.2222 | 336 | 0.8799 | 0.3392 | 0.8799 | 0.9381 |
220
+ | No log | 6.2593 | 338 | 0.8877 | 0.3744 | 0.8877 | 0.9422 |
221
+ | No log | 6.2963 | 340 | 0.8508 | 0.3290 | 0.8508 | 0.9224 |
222
+ | No log | 6.3333 | 342 | 0.8352 | 0.4334 | 0.8352 | 0.9139 |
223
+ | No log | 6.3704 | 344 | 0.8632 | 0.5089 | 0.8632 | 0.9291 |
224
+ | No log | 6.4074 | 346 | 0.8365 | 0.4959 | 0.8365 | 0.9146 |
225
+ | No log | 6.4444 | 348 | 0.8083 | 0.3639 | 0.8083 | 0.8991 |
226
+ | No log | 6.4815 | 350 | 0.8273 | 0.4907 | 0.8273 | 0.9096 |
227
+ | No log | 6.5185 | 352 | 0.8203 | 0.4724 | 0.8203 | 0.9057 |
228
+ | No log | 6.5556 | 354 | 0.8036 | 0.4705 | 0.8036 | 0.8964 |
229
+ | No log | 6.5926 | 356 | 0.8001 | 0.4158 | 0.8001 | 0.8945 |
230
+ | No log | 6.6296 | 358 | 0.8005 | 0.4077 | 0.8005 | 0.8947 |
231
+ | No log | 6.6667 | 360 | 0.8145 | 0.4278 | 0.8145 | 0.9025 |
232
+ | No log | 6.7037 | 362 | 0.8043 | 0.4180 | 0.8043 | 0.8968 |
233
+ | No log | 6.7407 | 364 | 0.7872 | 0.4220 | 0.7872 | 0.8873 |
234
+ | No log | 6.7778 | 366 | 0.7805 | 0.4548 | 0.7805 | 0.8834 |
235
+ | No log | 6.8148 | 368 | 0.7851 | 0.5076 | 0.7851 | 0.8861 |
236
+ | No log | 6.8519 | 370 | 0.8238 | 0.5405 | 0.8238 | 0.9077 |
237
+ | No log | 6.8889 | 372 | 0.8529 | 0.5405 | 0.8529 | 0.9235 |
238
+ | No log | 6.9259 | 374 | 0.8314 | 0.5438 | 0.8314 | 0.9118 |
239
+ | No log | 6.9630 | 376 | 0.7807 | 0.5169 | 0.7807 | 0.8835 |
240
+ | No log | 7.0 | 378 | 0.7652 | 0.4889 | 0.7652 | 0.8748 |
241
+ | No log | 7.0370 | 380 | 0.7657 | 0.4771 | 0.7657 | 0.8750 |
242
+ | No log | 7.0741 | 382 | 0.7512 | 0.4898 | 0.7512 | 0.8667 |
243
+ | No log | 7.1111 | 384 | 0.7430 | 0.4847 | 0.7430 | 0.8620 |
244
+ | No log | 7.1481 | 386 | 0.7597 | 0.5524 | 0.7597 | 0.8716 |
245
+ | No log | 7.1852 | 388 | 0.7575 | 0.6074 | 0.7575 | 0.8704 |
246
+ | No log | 7.2222 | 390 | 0.7313 | 0.6154 | 0.7313 | 0.8552 |
247
+ | No log | 7.2593 | 392 | 0.7279 | 0.6417 | 0.7279 | 0.8532 |
248
+ | No log | 7.2963 | 394 | 0.7456 | 0.5879 | 0.7456 | 0.8635 |
249
+ | No log | 7.3333 | 396 | 0.7544 | 0.6184 | 0.7544 | 0.8685 |
250
+ | No log | 7.3704 | 398 | 0.8149 | 0.4825 | 0.8149 | 0.9027 |
251
+ | No log | 7.4074 | 400 | 0.8837 | 0.4530 | 0.8837 | 0.9400 |
252
+ | No log | 7.4444 | 402 | 0.8597 | 0.4248 | 0.8597 | 0.9272 |
253
+ | No log | 7.4815 | 404 | 0.8985 | 0.4248 | 0.8985 | 0.9479 |
254
+ | No log | 7.5185 | 406 | 0.9598 | 0.4191 | 0.9598 | 0.9797 |
255
+ | No log | 7.5556 | 408 | 0.9490 | 0.4155 | 0.9490 | 0.9742 |
256
+ | No log | 7.5926 | 410 | 0.9432 | 0.4175 | 0.9432 | 0.9712 |
257
+ | No log | 7.6296 | 412 | 0.9192 | 0.3602 | 0.9192 | 0.9587 |
258
+ | No log | 7.6667 | 414 | 0.9166 | 0.3602 | 0.9166 | 0.9574 |
259
+ | No log | 7.7037 | 416 | 0.9038 | 0.3951 | 0.9038 | 0.9507 |
260
+ | No log | 7.7407 | 418 | 0.8962 | 0.3747 | 0.8962 | 0.9467 |
261
+ | No log | 7.7778 | 420 | 0.8955 | 0.3747 | 0.8955 | 0.9463 |
262
+ | No log | 7.8148 | 422 | 0.8995 | 0.4039 | 0.8995 | 0.9484 |
263
+ | No log | 7.8519 | 424 | 0.9300 | 0.4376 | 0.9300 | 0.9644 |
264
+ | No log | 7.8889 | 426 | 0.8918 | 0.4155 | 0.8918 | 0.9444 |
265
+ | No log | 7.9259 | 428 | 0.9166 | 0.4503 | 0.9166 | 0.9574 |
266
+ | No log | 7.9630 | 430 | 0.8743 | 0.4439 | 0.8743 | 0.9350 |
267
+ | No log | 8.0 | 432 | 0.8269 | 0.4334 | 0.8269 | 0.9093 |
268
+ | No log | 8.0370 | 434 | 0.8340 | 0.4571 | 0.8340 | 0.9132 |
269
+ | No log | 8.0741 | 436 | 0.8508 | 0.4036 | 0.8508 | 0.9224 |
270
+ | No log | 8.1111 | 438 | 0.8540 | 0.4118 | 0.8540 | 0.9241 |
271
+ | No log | 8.1481 | 440 | 0.8958 | 0.4212 | 0.8958 | 0.9465 |
272
+ | No log | 8.1852 | 442 | 0.9319 | 0.4285 | 0.9319 | 0.9653 |
273
+ | No log | 8.2222 | 444 | 0.8914 | 0.4341 | 0.8914 | 0.9441 |
274
+ | No log | 8.2593 | 446 | 0.8261 | 0.4534 | 0.8261 | 0.9089 |
275
+ | No log | 8.2963 | 448 | 0.7990 | 0.4927 | 0.7990 | 0.8939 |
276
+ | No log | 8.3333 | 450 | 0.8044 | 0.4466 | 0.8044 | 0.8969 |
277
+ | No log | 8.3704 | 452 | 0.8162 | 0.4260 | 0.8162 | 0.9034 |
278
+ | No log | 8.4074 | 454 | 0.8577 | 0.4273 | 0.8577 | 0.9261 |
279
+ | No log | 8.4444 | 456 | 0.8911 | 0.4413 | 0.8911 | 0.9440 |
280
+ | No log | 8.4815 | 458 | 0.8712 | 0.4413 | 0.8712 | 0.9334 |
281
+ | No log | 8.5185 | 460 | 0.8382 | 0.4371 | 0.8382 | 0.9155 |
282
+ | No log | 8.5556 | 462 | 0.8202 | 0.4118 | 0.8202 | 0.9057 |
283
+ | No log | 8.5926 | 464 | 0.8050 | 0.4297 | 0.8050 | 0.8972 |
284
+ | No log | 8.6296 | 466 | 0.8058 | 0.4368 | 0.8058 | 0.8976 |
285
+ | No log | 8.6667 | 468 | 0.8004 | 0.4270 | 0.8004 | 0.8947 |
286
+ | No log | 8.7037 | 470 | 0.8079 | 0.4234 | 0.8079 | 0.8988 |
287
+ | No log | 8.7407 | 472 | 0.8160 | 0.3627 | 0.8160 | 0.9033 |
288
+ | No log | 8.7778 | 474 | 0.8442 | 0.3437 | 0.8442 | 0.9188 |
289
+ | No log | 8.8148 | 476 | 0.8668 | 0.3787 | 0.8668 | 0.9310 |
290
+ | No log | 8.8519 | 478 | 0.8678 | 0.3437 | 0.8678 | 0.9316 |
291
+ | No log | 8.8889 | 480 | 0.8548 | 0.3437 | 0.8548 | 0.9245 |
292
+ | No log | 8.9259 | 482 | 0.8468 | 0.3539 | 0.8468 | 0.9202 |
293
+ | No log | 8.9630 | 484 | 0.8602 | 0.4242 | 0.8602 | 0.9274 |
294
+ | No log | 9.0 | 486 | 0.8962 | 0.5142 | 0.8962 | 0.9467 |
295
+ | No log | 9.0370 | 488 | 0.9167 | 0.4998 | 0.9167 | 0.9574 |
296
+ | No log | 9.0741 | 490 | 0.8916 | 0.5142 | 0.8916 | 0.9442 |
297
+ | No log | 9.1111 | 492 | 0.8452 | 0.3998 | 0.8452 | 0.9193 |
298
+ | No log | 9.1481 | 494 | 0.8448 | 0.3527 | 0.8448 | 0.9191 |
299
+ | No log | 9.1852 | 496 | 0.8495 | 0.3527 | 0.8495 | 0.9217 |
300
+ | No log | 9.2222 | 498 | 0.8502 | 0.3527 | 0.8502 | 0.9221 |
301
+ | 0.3673 | 9.2593 | 500 | 0.8509 | 0.3237 | 0.8509 | 0.9224 |
302
+ | 0.3673 | 9.2963 | 502 | 0.8506 | 0.3437 | 0.8506 | 0.9223 |
303
+ | 0.3673 | 9.3333 | 504 | 0.8428 | 0.3890 | 0.8428 | 0.9180 |
304
+ | 0.3673 | 9.3704 | 506 | 0.8318 | 0.3337 | 0.8318 | 0.9120 |
305
+ | 0.3673 | 9.4074 | 508 | 0.8360 | 0.3527 | 0.8360 | 0.9143 |
306
+ | 0.3673 | 9.4444 | 510 | 0.8303 | 0.3486 | 0.8303 | 0.9112 |
307
+ | 0.3673 | 9.4815 | 512 | 0.8188 | 0.4141 | 0.8188 | 0.9049 |
308
+ | 0.3673 | 9.5185 | 514 | 0.8354 | 0.5663 | 0.8354 | 0.9140 |
309
+ | 0.3673 | 9.5556 | 516 | 0.8285 | 0.5936 | 0.8285 | 0.9102 |
310
+ | 0.3673 | 9.5926 | 518 | 0.8026 | 0.5413 | 0.8026 | 0.8959 |
311
+ | 0.3673 | 9.6296 | 520 | 0.7990 | 0.4568 | 0.7990 | 0.8939 |
312
+ | 0.3673 | 9.6667 | 522 | 0.8183 | 0.4435 | 0.8183 | 0.9046 |
313
+ | 0.3673 | 9.7037 | 524 | 0.8392 | 0.4563 | 0.8392 | 0.9161 |
314
+ | 0.3673 | 9.7407 | 526 | 0.8373 | 0.4435 | 0.8373 | 0.9150 |
315
+ | 0.3673 | 9.7778 | 528 | 0.8273 | 0.4004 | 0.8273 | 0.9096 |
316
+ | 0.3673 | 9.8148 | 530 | 0.8257 | 0.4258 | 0.8257 | 0.9087 |
317
+ | 0.3673 | 9.8519 | 532 | 0.8229 | 0.4671 | 0.8229 | 0.9071 |
318
+ | 0.3673 | 9.8889 | 534 | 0.8153 | 0.4368 | 0.8153 | 0.9030 |
319
+ | 0.3673 | 9.9259 | 536 | 0.8233 | 0.4080 | 0.8233 | 0.9074 |
320
+ | 0.3673 | 9.9630 | 538 | 0.8754 | 0.4509 | 0.8754 | 0.9356 |
321
+ | 0.3673 | 10.0 | 540 | 0.9299 | 0.4570 | 0.9299 | 0.9643 |
322
+ | 0.3673 | 10.0370 | 542 | 0.8803 | 0.4530 | 0.8803 | 0.9382 |
323
+ | 0.3673 | 10.0741 | 544 | 0.8073 | 0.4435 | 0.8073 | 0.8985 |
324
+ | 0.3673 | 10.1111 | 546 | 0.7914 | 0.4590 | 0.7914 | 0.8896 |
325
+ | 0.3673 | 10.1481 | 548 | 0.8015 | 0.4271 | 0.8015 | 0.8953 |
326
+ | 0.3673 | 10.1852 | 550 | 0.8188 | 0.4175 | 0.8188 | 0.9049 |
327
+ | 0.3673 | 10.2222 | 552 | 0.9054 | 0.4379 | 0.9054 | 0.9515 |
328
+ | 0.3673 | 10.2593 | 554 | 1.0254 | 0.4116 | 1.0254 | 1.0126 |
329
+ | 0.3673 | 10.2963 | 556 | 1.0122 | 0.4206 | 1.0122 | 1.0061 |
330
+ | 0.3673 | 10.3333 | 558 | 0.9431 | 0.4570 | 0.9431 | 0.9712 |
331
+ | 0.3673 | 10.3704 | 560 | 0.8527 | 0.4817 | 0.8527 | 0.9234 |
332
+ | 0.3673 | 10.4074 | 562 | 0.8050 | 0.4469 | 0.8050 | 0.8972 |
333
+ | 0.3673 | 10.4444 | 564 | 0.7714 | 0.4494 | 0.7714 | 0.8783 |
334
+ | 0.3673 | 10.4815 | 566 | 0.7835 | 0.4435 | 0.7835 | 0.8851 |
335
+ | 0.3673 | 10.5185 | 568 | 0.8034 | 0.4469 | 0.8034 | 0.8963 |
336
+ | 0.3673 | 10.5556 | 570 | 0.7794 | 0.4624 | 0.7794 | 0.8828 |
337
+ | 0.3673 | 10.5926 | 572 | 0.7701 | 0.4290 | 0.7701 | 0.8776 |
338
+ | 0.3673 | 10.6296 | 574 | 0.7810 | 0.4705 | 0.7810 | 0.8837 |
339
+ | 0.3673 | 10.6667 | 576 | 0.7984 | 0.4671 | 0.7984 | 0.8935 |
340
+ | 0.3673 | 10.7037 | 578 | 0.8049 | 0.3933 | 0.8049 | 0.8971 |
341
+ | 0.3673 | 10.7407 | 580 | 0.8231 | 0.4197 | 0.8231 | 0.9073 |
342
+ | 0.3673 | 10.7778 | 582 | 0.8724 | 0.4439 | 0.8724 | 0.9340 |
343
+ | 0.3673 | 10.8148 | 584 | 0.9129 | 0.4849 | 0.9129 | 0.9555 |
344
+ | 0.3673 | 10.8519 | 586 | 0.8920 | 0.4376 | 0.8920 | 0.9445 |
345
+ | 0.3673 | 10.8889 | 588 | 0.8515 | 0.4435 | 0.8515 | 0.9228 |
346
+ | 0.3673 | 10.9259 | 590 | 0.8287 | 0.4023 | 0.8287 | 0.9104 |
347
+ | 0.3673 | 10.9630 | 592 | 0.8310 | 0.3938 | 0.8310 | 0.9116 |
348
+ | 0.3673 | 11.0 | 594 | 0.8573 | 0.5142 | 0.8573 | 0.9259 |
349
+ | 0.3673 | 11.0370 | 596 | 0.8468 | 0.4242 | 0.8468 | 0.9202 |
350
+ | 0.3673 | 11.0741 | 598 | 0.8360 | 0.3681 | 0.8360 | 0.9143 |
351
+ | 0.3673 | 11.1111 | 600 | 0.8637 | 0.4563 | 0.8637 | 0.9293 |
352
+ | 0.3673 | 11.1481 | 602 | 0.8625 | 0.4273 | 0.8625 | 0.9287 |
353
+ | 0.3673 | 11.1852 | 604 | 0.8593 | 0.3681 | 0.8593 | 0.9270 |
354
+ | 0.3673 | 11.2222 | 606 | 0.8696 | 0.3744 | 0.8696 | 0.9325 |
355
+ | 0.3673 | 11.2593 | 608 | 0.8782 | 0.3744 | 0.8782 | 0.9371 |
356
+ | 0.3673 | 11.2963 | 610 | 0.8802 | 0.3890 | 0.8802 | 0.9382 |
357
+ | 0.3673 | 11.3333 | 612 | 0.8780 | 0.3685 | 0.8780 | 0.9370 |
358
+ | 0.3673 | 11.3704 | 614 | 0.8813 | 0.3237 | 0.8813 | 0.9388 |
359
+ | 0.3673 | 11.4074 | 616 | 0.8816 | 0.3771 | 0.8816 | 0.9389 |
360
+ | 0.3673 | 11.4444 | 618 | 0.8801 | 0.3627 | 0.8801 | 0.9381 |
361
+ | 0.3673 | 11.4815 | 620 | 0.8813 | 0.3938 | 0.8813 | 0.9388 |
362
+ | 0.3673 | 11.5185 | 622 | 0.8883 | 0.4381 | 0.8883 | 0.9425 |
363
+ | 0.3673 | 11.5556 | 624 | 0.8826 | 0.4611 | 0.8826 | 0.9395 |
364
+ | 0.3673 | 11.5926 | 626 | 0.8640 | 0.4141 | 0.8640 | 0.9295 |
365
+ | 0.3673 | 11.6296 | 628 | 0.8514 | 0.3938 | 0.8514 | 0.9227 |
366
+ | 0.3673 | 11.6667 | 630 | 0.8563 | 0.3956 | 0.8563 | 0.9254 |
367
+ | 0.3673 | 11.7037 | 632 | 0.8552 | 0.4137 | 0.8552 | 0.9248 |
368
+ | 0.3673 | 11.7407 | 634 | 0.8412 | 0.4 | 0.8412 | 0.9172 |
369
+ | 0.3673 | 11.7778 | 636 | 0.8315 | 0.4158 | 0.8315 | 0.9119 |
370
+ | 0.3673 | 11.8148 | 638 | 0.8306 | 0.3685 | 0.8306 | 0.9114 |
371
+ | 0.3673 | 11.8519 | 640 | 0.8327 | 0.3890 | 0.8327 | 0.9125 |
372
+ | 0.3673 | 11.8889 | 642 | 0.8273 | 0.3685 | 0.8273 | 0.9095 |
373
+ | 0.3673 | 11.9259 | 644 | 0.8258 | 0.4 | 0.8258 | 0.9088 |
374
+ | 0.3673 | 11.9630 | 646 | 0.8286 | 0.4563 | 0.8286 | 0.9103 |
375
+ | 0.3673 | 12.0 | 648 | 0.8319 | 0.4563 | 0.8319 | 0.9121 |
376
+ | 0.3673 | 12.0370 | 650 | 0.8318 | 0.4563 | 0.8318 | 0.9120 |
377
+ | 0.3673 | 12.0741 | 652 | 0.8049 | 0.4867 | 0.8049 | 0.8972 |
378
+ | 0.3673 | 12.1111 | 654 | 0.7870 | 0.5024 | 0.7870 | 0.8871 |
379
+ | 0.3673 | 12.1481 | 656 | 0.7881 | 0.4514 | 0.7881 | 0.8878 |
380
+ | 0.3673 | 12.1852 | 658 | 0.7982 | 0.4409 | 0.7982 | 0.8934 |
381
+ | 0.3673 | 12.2222 | 660 | 0.8017 | 0.4219 | 0.8017 | 0.8954 |
382
+ | 0.3673 | 12.2593 | 662 | 0.8191 | 0.4260 | 0.8191 | 0.9051 |
383
+ | 0.3673 | 12.2963 | 664 | 0.8344 | 0.4260 | 0.8344 | 0.9134 |
384
+ | 0.3673 | 12.3333 | 666 | 0.8337 | 0.4118 | 0.8337 | 0.9131 |
385
+ | 0.3673 | 12.3704 | 668 | 0.8312 | 0.4118 | 0.8312 | 0.9117 |
386
+ | 0.3673 | 12.4074 | 670 | 0.8311 | 0.3830 | 0.8311 | 0.9117 |
387
+ | 0.3673 | 12.4444 | 672 | 0.8287 | 0.4591 | 0.8287 | 0.9103 |
388
+ | 0.3673 | 12.4815 | 674 | 0.8255 | 0.4617 | 0.8255 | 0.9086 |
389
+ | 0.3673 | 12.5185 | 676 | 0.8259 | 0.4485 | 0.8259 | 0.9088 |
390
+ | 0.3673 | 12.5556 | 678 | 0.8290 | 0.4617 | 0.8290 | 0.9105 |
391
+ | 0.3673 | 12.5926 | 680 | 0.8362 | 0.4715 | 0.8362 | 0.9144 |
392
+ | 0.3673 | 12.6296 | 682 | 0.8470 | 0.4491 | 0.8470 | 0.9203 |
393
+ | 0.3673 | 12.6667 | 684 | 0.8586 | 0.4461 | 0.8586 | 0.9266 |
394
+ | 0.3673 | 12.7037 | 686 | 0.8615 | 0.4119 | 0.8615 | 0.9282 |
395
+ | 0.3673 | 12.7407 | 688 | 0.8640 | 0.4119 | 0.8640 | 0.9295 |
396
+ | 0.3673 | 12.7778 | 690 | 0.8625 | 0.4234 | 0.8625 | 0.9287 |
397
+ | 0.3673 | 12.8148 | 692 | 0.8791 | 0.4305 | 0.8791 | 0.9376 |
398
+ | 0.3673 | 12.8519 | 694 | 0.9094 | 0.4305 | 0.9094 | 0.9536 |
399
+ | 0.3673 | 12.8889 | 696 | 0.9131 | 0.4305 | 0.9131 | 0.9556 |
400
+ | 0.3673 | 12.9259 | 698 | 0.8990 | 0.4271 | 0.8990 | 0.9482 |
401
+ | 0.3673 | 12.9630 | 700 | 0.8814 | 0.4271 | 0.8814 | 0.9388 |
402
+ | 0.3673 | 13.0 | 702 | 0.8914 | 0.4271 | 0.8914 | 0.9442 |
403
+ | 0.3673 | 13.0370 | 704 | 0.9391 | 0.4080 | 0.9391 | 0.9691 |
404
+ | 0.3673 | 13.0741 | 706 | 1.0303 | 0.3471 | 1.0303 | 1.0150 |
405
+ | 0.3673 | 13.1111 | 708 | 1.1157 | 0.3174 | 1.1157 | 1.0563 |
406
+ | 0.3673 | 13.1481 | 710 | 1.0948 | 0.3174 | 1.0948 | 1.0463 |
407
+ | 0.3673 | 13.1852 | 712 | 0.9783 | 0.4353 | 0.9783 | 0.9891 |
408
+ | 0.3673 | 13.2222 | 714 | 0.9159 | 0.4118 | 0.9159 | 0.9570 |
409
+ | 0.3673 | 13.2593 | 716 | 0.8865 | 0.4331 | 0.8865 | 0.9415 |
410
+ | 0.3673 | 13.2963 | 718 | 0.8702 | 0.4061 | 0.8702 | 0.9329 |
411
+ | 0.3673 | 13.3333 | 720 | 0.8646 | 0.4026 | 0.8646 | 0.9298 |
412
+ | 0.3673 | 13.3704 | 722 | 0.8600 | 0.3747 | 0.8600 | 0.9273 |
413
+ | 0.3673 | 13.4074 | 724 | 0.8590 | 0.3879 | 0.8590 | 0.9268 |
414
+ | 0.3673 | 13.4444 | 726 | 0.8664 | 0.4465 | 0.8664 | 0.9308 |
415
+ | 0.3673 | 13.4815 | 728 | 0.8829 | 0.4563 | 0.8829 | 0.9396 |
416
+ | 0.3673 | 13.5185 | 730 | 0.8695 | 0.4371 | 0.8695 | 0.9325 |
417
+ | 0.3673 | 13.5556 | 732 | 0.8502 | 0.4118 | 0.8502 | 0.9221 |
418
+ | 0.3673 | 13.5926 | 734 | 0.8446 | 0.3830 | 0.8446 | 0.9190 |
419
+ | 0.3673 | 13.6296 | 736 | 0.8435 | 0.4555 | 0.8435 | 0.9184 |
420
+ | 0.3673 | 13.6667 | 738 | 0.8489 | 0.4555 | 0.8489 | 0.9214 |
421
+ | 0.3673 | 13.7037 | 740 | 0.8531 | 0.4555 | 0.8531 | 0.9236 |
422
+ | 0.3673 | 13.7407 | 742 | 0.8672 | 0.3914 | 0.8672 | 0.9313 |
423
+ | 0.3673 | 13.7778 | 744 | 0.8985 | 0.3902 | 0.8985 | 0.9479 |
424
+ | 0.3673 | 13.8148 | 746 | 0.9082 | 0.3996 | 0.9082 | 0.9530 |
425
+ | 0.3673 | 13.8519 | 748 | 0.9066 | 0.3996 | 0.9066 | 0.9521 |
426
+ | 0.3673 | 13.8889 | 750 | 0.8902 | 0.4056 | 0.8902 | 0.9435 |
427
+ | 0.3673 | 13.9259 | 752 | 0.8798 | 0.4056 | 0.8798 | 0.9380 |
428
+ | 0.3673 | 13.9630 | 754 | 0.8752 | 0.4056 | 0.8752 | 0.9355 |
429
+ | 0.3673 | 14.0 | 756 | 0.8674 | 0.4056 | 0.8674 | 0.9313 |
430
+ | 0.3673 | 14.0370 | 758 | 0.8540 | 0.3914 | 0.8540 | 0.9241 |
431
+ | 0.3673 | 14.0741 | 760 | 0.8455 | 0.4118 | 0.8455 | 0.9195 |
432
+ | 0.3673 | 14.1111 | 762 | 0.8447 | 0.4826 | 0.8447 | 0.9191 |
433
+ | 0.3673 | 14.1481 | 764 | 0.8415 | 0.4826 | 0.8415 | 0.9174 |
434
+ | 0.3673 | 14.1852 | 766 | 0.8384 | 0.4582 | 0.8384 | 0.9156 |
435
+ | 0.3673 | 14.2222 | 768 | 0.8561 | 0.4305 | 0.8561 | 0.9252 |
436
+ | 0.3673 | 14.2593 | 770 | 0.9476 | 0.3837 | 0.9476 | 0.9734 |
437
+ | 0.3673 | 14.2963 | 772 | 0.9524 | 0.4098 | 0.9524 | 0.9759 |
438
+ | 0.3673 | 14.3333 | 774 | 0.9000 | 0.4308 | 0.9000 | 0.9487 |
439
+ | 0.3673 | 14.3704 | 776 | 0.8560 | 0.3627 | 0.8560 | 0.9252 |
440
+ | 0.3673 | 14.4074 | 778 | 0.8740 | 0.4519 | 0.8740 | 0.9349 |
441
+ | 0.3673 | 14.4444 | 780 | 0.8814 | 0.5062 | 0.8814 | 0.9388 |
442
+ | 0.3673 | 14.4815 | 782 | 0.8625 | 0.4039 | 0.8625 | 0.9287 |
443
+ | 0.3673 | 14.5185 | 784 | 0.8579 | 0.3678 | 0.8579 | 0.9262 |
444
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+
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+
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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