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Arabic_FineTuningAraBERT_AugV0_k30_task1_organization_fold1

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  1. README.md +904 -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: Arabic_FineTuningAraBERT_AugV0_k30_task1_organization_fold0
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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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+ # Arabic_FineTuningAraBERT_AugV0_k30_task1_organization_fold0
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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: 0.7578
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+ - Qwk: 0.7149
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+ - Mse: 0.7578
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+ - Rmse: 0.8705
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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: 10
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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 | 0.0118 | 2 | 4.8243 | -0.0064 | 4.8243 | 2.1964 |
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+ | No log | 0.0237 | 4 | 2.6472 | 0.0546 | 2.6472 | 1.6270 |
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+ | No log | 0.0355 | 6 | 1.9859 | 0.0090 | 1.9859 | 1.4092 |
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+ | No log | 0.0473 | 8 | 2.0873 | -0.1737 | 2.0873 | 1.4447 |
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+ | No log | 0.0592 | 10 | 1.5173 | -0.0269 | 1.5173 | 1.2318 |
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+ | No log | 0.0710 | 12 | 1.4522 | 0.0221 | 1.4522 | 1.2051 |
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+ | No log | 0.0828 | 14 | 1.3975 | 0.0742 | 1.3975 | 1.1822 |
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+ | No log | 0.0947 | 16 | 1.4676 | 0.0 | 1.4676 | 1.2114 |
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+ | No log | 0.1065 | 18 | 1.4750 | 0.0742 | 1.4750 | 1.2145 |
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+ | No log | 0.1183 | 20 | 1.4474 | 0.1004 | 1.4474 | 1.2031 |
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+ | No log | 0.1302 | 22 | 1.4114 | 0.3026 | 1.4114 | 1.1880 |
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+ | No log | 0.1420 | 24 | 1.5212 | 0.3259 | 1.5212 | 1.2334 |
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+ | No log | 0.1538 | 26 | 1.7727 | -0.0345 | 1.7727 | 1.3314 |
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+ | No log | 0.1657 | 28 | 1.6875 | -0.0345 | 1.6875 | 1.2991 |
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+ | No log | 0.1775 | 30 | 1.3613 | 0.3353 | 1.3613 | 1.1668 |
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+ | No log | 0.1893 | 32 | 1.2369 | 0.2910 | 1.2369 | 1.1122 |
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+ | No log | 0.2012 | 34 | 1.2148 | 0.4854 | 1.2148 | 1.1022 |
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+ | No log | 0.2130 | 36 | 1.1914 | 0.0742 | 1.1914 | 1.0915 |
70
+ | No log | 0.2249 | 38 | 1.1499 | 0.3163 | 1.1499 | 1.0723 |
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+ | No log | 0.2367 | 40 | 1.1105 | 0.3163 | 1.1105 | 1.0538 |
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+ | No log | 0.2485 | 42 | 1.0253 | 0.4615 | 1.0253 | 1.0126 |
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+ | No log | 0.2604 | 44 | 1.0719 | 0.4854 | 1.0719 | 1.0353 |
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+ | No log | 0.2722 | 46 | 1.0708 | 0.5082 | 1.0708 | 1.0348 |
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+ | No log | 0.2840 | 48 | 0.9365 | 0.4854 | 0.9365 | 0.9677 |
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+ | No log | 0.2959 | 50 | 0.9179 | 0.4854 | 0.9179 | 0.9581 |
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+ | No log | 0.3077 | 52 | 0.9597 | 0.4842 | 0.9597 | 0.9797 |
78
+ | No log | 0.3195 | 54 | 1.1539 | 0.4830 | 1.1539 | 1.0742 |
79
+ | No log | 0.3314 | 56 | 1.1612 | 0.4830 | 1.1612 | 1.0776 |
80
+ | No log | 0.3432 | 58 | 1.0722 | 0.4830 | 1.0722 | 1.0355 |
81
+ | No log | 0.3550 | 60 | 0.8587 | 0.4842 | 0.8587 | 0.9266 |
82
+ | No log | 0.3669 | 62 | 0.8673 | 0.4867 | 0.8673 | 0.9313 |
83
+ | No log | 0.3787 | 64 | 0.9297 | 0.4867 | 0.9297 | 0.9642 |
84
+ | No log | 0.3905 | 66 | 0.9369 | 0.4867 | 0.9369 | 0.9679 |
85
+ | No log | 0.4024 | 68 | 1.0246 | 0.4842 | 1.0246 | 1.0122 |
86
+ | No log | 0.4142 | 70 | 1.1966 | 0.4324 | 1.1966 | 1.0939 |
87
+ | No log | 0.4260 | 72 | 1.2989 | 0.5059 | 1.2989 | 1.1397 |
88
+ | No log | 0.4379 | 74 | 1.2591 | 0.5059 | 1.2591 | 1.1221 |
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+ | No log | 0.4497 | 76 | 1.1477 | 0.5059 | 1.1477 | 1.0713 |
90
+ | No log | 0.4615 | 78 | 1.0063 | 0.4085 | 1.0063 | 1.0032 |
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+ | No log | 0.4734 | 80 | 0.9591 | 0.4842 | 0.9591 | 0.9793 |
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+ | No log | 0.4852 | 82 | 0.8870 | 0.4855 | 0.8870 | 0.9418 |
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+ | No log | 0.4970 | 84 | 0.8908 | 0.5323 | 0.8908 | 0.9438 |
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+ | No log | 0.5089 | 86 | 0.8812 | 0.5323 | 0.8812 | 0.9387 |
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+ | No log | 0.5207 | 88 | 0.8568 | 0.5323 | 0.8568 | 0.9256 |
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+ | No log | 0.5325 | 90 | 0.7796 | 0.5323 | 0.7796 | 0.8830 |
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+ | No log | 0.5444 | 92 | 0.7458 | 0.5541 | 0.7458 | 0.8636 |
98
+ | No log | 0.5562 | 94 | 0.8004 | 0.5532 | 0.8004 | 0.8947 |
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+ | No log | 0.5680 | 96 | 0.9332 | 0.5312 | 0.9332 | 0.9660 |
100
+ | No log | 0.5799 | 98 | 1.0258 | 0.4085 | 1.0258 | 1.0128 |
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+ | No log | 0.5917 | 100 | 1.0045 | 0.4338 | 1.0045 | 1.0022 |
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+ | No log | 0.6036 | 102 | 1.0396 | 0.4338 | 1.0396 | 1.0196 |
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+ | No log | 0.6154 | 104 | 1.0618 | 0.4085 | 1.0618 | 1.0304 |
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+ | No log | 0.6272 | 106 | 1.0239 | 0.4085 | 1.0239 | 1.0119 |
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+ | No log | 0.6391 | 108 | 0.9674 | 0.4830 | 0.9674 | 0.9836 |
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+ | No log | 0.6509 | 110 | 0.9331 | 0.5093 | 0.9331 | 0.9660 |
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+ | No log | 0.6627 | 112 | 0.8990 | 0.5791 | 0.8990 | 0.9481 |
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+ | No log | 0.6746 | 114 | 0.8663 | 0.5562 | 0.8663 | 0.9307 |
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+ | No log | 0.6864 | 116 | 0.8353 | 0.5323 | 0.8353 | 0.9140 |
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+ | No log | 0.6982 | 118 | 0.8881 | 0.4830 | 0.8881 | 0.9424 |
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+ | No log | 0.7101 | 120 | 1.0223 | 0.4830 | 1.0223 | 1.0111 |
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+ | No log | 0.7219 | 122 | 0.9416 | 0.5312 | 0.9416 | 0.9704 |
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+ | No log | 0.7337 | 124 | 0.7637 | 0.5304 | 0.7637 | 0.8739 |
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+ | No log | 0.7456 | 126 | 0.7593 | 0.5096 | 0.7593 | 0.8714 |
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+ | No log | 0.7574 | 128 | 0.7723 | 0.5532 | 0.7723 | 0.8788 |
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+ | No log | 0.7692 | 130 | 0.7695 | 0.5304 | 0.7695 | 0.8772 |
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+ | No log | 0.7811 | 132 | 0.7760 | 0.6143 | 0.7760 | 0.8809 |
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+ | No log | 0.7929 | 134 | 0.7651 | 0.5304 | 0.7651 | 0.8747 |
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+ | No log | 0.8047 | 136 | 0.7685 | 0.5304 | 0.7685 | 0.8766 |
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+ | No log | 0.8166 | 138 | 0.7158 | 0.5304 | 0.7158 | 0.8460 |
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+ | No log | 0.8284 | 140 | 0.6930 | 0.5106 | 0.6930 | 0.8325 |
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+ | No log | 0.8402 | 142 | 0.6924 | 0.5668 | 0.6924 | 0.8321 |
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+ | No log | 0.8521 | 144 | 0.7720 | 0.5696 | 0.7720 | 0.8786 |
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+ | No log | 0.8639 | 146 | 0.8164 | 0.5254 | 0.8164 | 0.9035 |
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+ | No log | 0.8757 | 148 | 0.7231 | 0.5696 | 0.7231 | 0.8503 |
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+ | No log | 0.8876 | 150 | 0.6260 | 0.5942 | 0.6260 | 0.7912 |
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+ | No log | 0.8994 | 152 | 0.6489 | 0.5473 | 0.6489 | 0.8055 |
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+ | No log | 0.9112 | 154 | 0.7045 | 0.5473 | 0.7045 | 0.8393 |
129
+ | No log | 0.9231 | 156 | 0.7851 | 0.5714 | 0.7851 | 0.8860 |
130
+ | No log | 0.9349 | 158 | 0.8378 | 0.6092 | 0.8378 | 0.9153 |
131
+ | No log | 0.9467 | 160 | 0.7843 | 0.6712 | 0.7843 | 0.8856 |
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+ | No log | 0.9586 | 162 | 0.7579 | 0.6712 | 0.7579 | 0.8706 |
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+ | No log | 0.9704 | 164 | 0.7756 | 0.6712 | 0.7756 | 0.8807 |
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+ | No log | 0.9822 | 166 | 0.8780 | 0.6503 | 0.8780 | 0.9370 |
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+ | No log | 0.9941 | 168 | 1.0814 | 0.7216 | 1.0814 | 1.0399 |
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+ | No log | 1.0059 | 170 | 1.1318 | 0.6427 | 1.1318 | 1.0638 |
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+ | No log | 1.0178 | 172 | 1.0359 | 0.5970 | 1.0359 | 1.0178 |
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+ | No log | 1.0296 | 174 | 0.9380 | 0.5085 | 0.9380 | 0.9685 |
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+ | No log | 1.0414 | 176 | 0.9356 | 0.5106 | 0.9356 | 0.9673 |
140
+ | No log | 1.0533 | 178 | 0.9780 | 0.1736 | 0.9780 | 0.9890 |
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+ | No log | 1.0651 | 180 | 0.9376 | 0.3340 | 0.9376 | 0.9683 |
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+ | No log | 1.0769 | 182 | 0.9122 | 0.5106 | 0.9122 | 0.9551 |
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+ | No log | 1.0888 | 184 | 0.9536 | 0.5304 | 0.9536 | 0.9765 |
144
+ | No log | 1.1006 | 186 | 1.0788 | 0.6011 | 1.0788 | 1.0386 |
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+ | No log | 1.1124 | 188 | 1.1898 | 0.4579 | 1.1898 | 1.0908 |
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+ | No log | 1.1243 | 190 | 1.2235 | 0.4057 | 1.2235 | 1.1061 |
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+ | No log | 1.1361 | 192 | 1.1390 | 0.4311 | 1.1390 | 1.0673 |
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+ | No log | 1.1479 | 194 | 0.9774 | 0.6242 | 0.9774 | 0.9886 |
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+ | No log | 1.1598 | 196 | 0.8264 | 0.5751 | 0.8264 | 0.9091 |
150
+ | No log | 1.1716 | 198 | 0.7878 | 0.7627 | 0.7878 | 0.8876 |
151
+ | No log | 1.1834 | 200 | 0.8701 | 0.8283 | 0.8701 | 0.9328 |
152
+ | No log | 1.1953 | 202 | 1.0050 | 0.8138 | 1.0050 | 1.0025 |
153
+ | No log | 1.2071 | 204 | 0.9848 | 0.8138 | 0.9848 | 0.9924 |
154
+ | No log | 1.2189 | 206 | 0.8336 | 0.8283 | 0.8336 | 0.9130 |
155
+ | No log | 1.2308 | 208 | 0.7712 | 0.7713 | 0.7712 | 0.8782 |
156
+ | No log | 1.2426 | 210 | 0.8239 | 0.8283 | 0.8239 | 0.9077 |
157
+ | No log | 1.2544 | 212 | 0.8651 | 0.8142 | 0.8651 | 0.9301 |
158
+ | No log | 1.2663 | 214 | 0.8536 | 0.7525 | 0.8536 | 0.9239 |
159
+ | No log | 1.2781 | 216 | 0.9082 | 0.6403 | 0.9082 | 0.9530 |
160
+ | No log | 1.2899 | 218 | 0.9699 | 0.5070 | 0.9699 | 0.9848 |
161
+ | No log | 1.3018 | 220 | 1.0247 | 0.6395 | 1.0247 | 1.0123 |
162
+ | No log | 1.3136 | 222 | 1.0777 | 0.6543 | 1.0777 | 1.0381 |
163
+ | No log | 1.3254 | 224 | 1.1180 | 0.6890 | 1.1180 | 1.0573 |
164
+ | No log | 1.3373 | 226 | 1.0183 | 0.7515 | 1.0183 | 1.0091 |
165
+ | No log | 1.3491 | 228 | 0.8335 | 0.8142 | 0.8335 | 0.9129 |
166
+ | No log | 1.3609 | 230 | 0.7211 | 0.5532 | 0.7211 | 0.8492 |
167
+ | No log | 1.3728 | 232 | 0.6953 | 0.5532 | 0.6953 | 0.8338 |
168
+ | No log | 1.3846 | 234 | 0.6948 | 0.5304 | 0.6948 | 0.8336 |
169
+ | No log | 1.3964 | 236 | 0.6697 | 0.5305 | 0.6697 | 0.8183 |
170
+ | No log | 1.4083 | 238 | 0.6568 | 0.5706 | 0.6568 | 0.8105 |
171
+ | No log | 1.4201 | 240 | 0.6581 | 0.5714 | 0.6581 | 0.8113 |
172
+ | No log | 1.4320 | 242 | 0.6460 | 0.5706 | 0.6460 | 0.8037 |
173
+ | No log | 1.4438 | 244 | 0.6560 | 0.5304 | 0.6560 | 0.8099 |
174
+ | No log | 1.4556 | 246 | 0.6432 | 0.5304 | 0.6432 | 0.8020 |
175
+ | No log | 1.4675 | 248 | 0.6714 | 0.6143 | 0.6714 | 0.8194 |
176
+ | No log | 1.4793 | 250 | 0.7376 | 0.6143 | 0.7376 | 0.8589 |
177
+ | No log | 1.4911 | 252 | 0.8164 | 0.6143 | 0.8164 | 0.9036 |
178
+ | No log | 1.5030 | 254 | 0.8819 | 0.6143 | 0.8819 | 0.9391 |
179
+ | No log | 1.5148 | 256 | 1.0062 | 0.5993 | 1.0062 | 1.0031 |
180
+ | No log | 1.5266 | 258 | 1.0228 | 0.5281 | 1.0228 | 1.0113 |
181
+ | No log | 1.5385 | 260 | 0.9241 | 0.5772 | 0.9241 | 0.9613 |
182
+ | No log | 1.5503 | 262 | 0.8132 | 0.5552 | 0.8132 | 0.9018 |
183
+ | No log | 1.5621 | 264 | 0.7999 | 0.5552 | 0.7999 | 0.8943 |
184
+ | No log | 1.5740 | 266 | 0.8352 | 0.4830 | 0.8352 | 0.9139 |
185
+ | No log | 1.5858 | 268 | 0.8953 | 0.4830 | 0.8953 | 0.9462 |
186
+ | No log | 1.5976 | 270 | 0.9660 | 0.5805 | 0.9660 | 0.9828 |
187
+ | No log | 1.6095 | 272 | 0.9691 | 0.6704 | 0.9691 | 0.9844 |
188
+ | No log | 1.6213 | 274 | 0.9094 | 0.6704 | 0.9094 | 0.9536 |
189
+ | No log | 1.6331 | 276 | 0.8250 | 0.5772 | 0.8250 | 0.9083 |
190
+ | No log | 1.6450 | 278 | 0.7334 | 0.5312 | 0.7334 | 0.8564 |
191
+ | No log | 1.6568 | 280 | 0.6603 | 0.5305 | 0.6603 | 0.8126 |
192
+ | No log | 1.6686 | 282 | 0.6547 | 0.5086 | 0.6547 | 0.8092 |
193
+ | No log | 1.6805 | 284 | 0.6889 | 0.5304 | 0.6889 | 0.8300 |
194
+ | No log | 1.6923 | 286 | 0.8008 | 0.6190 | 0.8008 | 0.8949 |
195
+ | No log | 1.7041 | 288 | 0.8400 | 0.8019 | 0.8400 | 0.9165 |
196
+ | No log | 1.7160 | 290 | 0.7480 | 0.7983 | 0.7480 | 0.8649 |
197
+ | No log | 1.7278 | 292 | 0.6733 | 0.5488 | 0.6733 | 0.8205 |
198
+ | No log | 1.7396 | 294 | 0.6566 | 0.4897 | 0.6566 | 0.8103 |
199
+ | No log | 1.7515 | 296 | 0.6270 | 0.5482 | 0.6270 | 0.7918 |
200
+ | No log | 1.7633 | 298 | 0.5566 | 0.7355 | 0.5566 | 0.7461 |
201
+ | No log | 1.7751 | 300 | 0.5586 | 0.7277 | 0.5586 | 0.7474 |
202
+ | No log | 1.7870 | 302 | 0.5741 | 0.7277 | 0.5741 | 0.7577 |
203
+ | No log | 1.7988 | 304 | 0.5908 | 0.7355 | 0.5908 | 0.7686 |
204
+ | No log | 1.8107 | 306 | 0.5994 | 0.7355 | 0.5994 | 0.7742 |
205
+ | No log | 1.8225 | 308 | 0.6282 | 0.7254 | 0.6282 | 0.7926 |
206
+ | No log | 1.8343 | 310 | 0.6229 | 0.7254 | 0.6229 | 0.7893 |
207
+ | No log | 1.8462 | 312 | 0.6438 | 0.7254 | 0.6438 | 0.8024 |
208
+ | No log | 1.8580 | 314 | 0.6678 | 0.7435 | 0.6678 | 0.8172 |
209
+ | No log | 1.8698 | 316 | 0.6939 | 0.5488 | 0.6939 | 0.8330 |
210
+ | No log | 1.8817 | 318 | 0.6849 | 0.5488 | 0.6849 | 0.8276 |
211
+ | No log | 1.8935 | 320 | 0.6881 | 0.5488 | 0.6881 | 0.8295 |
212
+ | No log | 1.9053 | 322 | 0.7124 | 0.5488 | 0.7124 | 0.8441 |
213
+ | No log | 1.9172 | 324 | 0.7728 | 0.5488 | 0.7728 | 0.8791 |
214
+ | No log | 1.9290 | 326 | 0.8348 | 0.6190 | 0.8348 | 0.9137 |
215
+ | No log | 1.9408 | 328 | 0.9066 | 0.6190 | 0.9066 | 0.9522 |
216
+ | No log | 1.9527 | 330 | 0.9016 | 0.6190 | 0.9016 | 0.9495 |
217
+ | No log | 1.9645 | 332 | 0.8121 | 0.5304 | 0.8121 | 0.9011 |
218
+ | No log | 1.9763 | 334 | 0.7656 | 0.5304 | 0.7656 | 0.8750 |
219
+ | No log | 1.9882 | 336 | 0.7222 | 0.5304 | 0.7222 | 0.8498 |
220
+ | No log | 2.0 | 338 | 0.7148 | 0.7254 | 0.7148 | 0.8455 |
221
+ | No log | 2.0118 | 340 | 0.7189 | 0.7254 | 0.7189 | 0.8479 |
222
+ | No log | 2.0237 | 342 | 0.7184 | 0.7254 | 0.7184 | 0.8476 |
223
+ | No log | 2.0355 | 344 | 0.6489 | 0.7254 | 0.6489 | 0.8055 |
224
+ | No log | 2.0473 | 346 | 0.5729 | 0.7109 | 0.5729 | 0.7569 |
225
+ | No log | 2.0592 | 348 | 0.5666 | 0.6274 | 0.5666 | 0.7527 |
226
+ | No log | 2.0710 | 350 | 0.5994 | 0.6108 | 0.5994 | 0.7742 |
227
+ | No log | 2.0828 | 352 | 0.6509 | 0.6108 | 0.6509 | 0.8068 |
228
+ | No log | 2.0947 | 354 | 0.6715 | 0.6038 | 0.6715 | 0.8194 |
229
+ | No log | 2.1065 | 356 | 0.6675 | 0.6067 | 0.6675 | 0.8170 |
230
+ | No log | 2.1183 | 358 | 0.6563 | 0.5698 | 0.6563 | 0.8101 |
231
+ | No log | 2.1302 | 360 | 0.6335 | 0.5698 | 0.6335 | 0.7959 |
232
+ | No log | 2.1420 | 362 | 0.6074 | 0.5698 | 0.6074 | 0.7794 |
233
+ | No log | 2.1538 | 364 | 0.5892 | 0.5497 | 0.5892 | 0.7676 |
234
+ | No log | 2.1657 | 366 | 0.5798 | 0.5653 | 0.5798 | 0.7614 |
235
+ | No log | 2.1775 | 368 | 0.5963 | 0.7258 | 0.5963 | 0.7722 |
236
+ | No log | 2.1893 | 370 | 0.7255 | 0.8019 | 0.7255 | 0.8518 |
237
+ | No log | 2.2012 | 372 | 0.8747 | 0.7902 | 0.8747 | 0.9353 |
238
+ | No log | 2.2130 | 374 | 0.8320 | 0.8019 | 0.8320 | 0.9121 |
239
+ | No log | 2.2249 | 376 | 0.7155 | 0.7627 | 0.7155 | 0.8459 |
240
+ | No log | 2.2367 | 378 | 0.6899 | 0.5085 | 0.6899 | 0.8306 |
241
+ | No log | 2.2485 | 380 | 0.6870 | 0.5313 | 0.6870 | 0.8289 |
242
+ | No log | 2.2604 | 382 | 0.7041 | 0.5970 | 0.7041 | 0.8391 |
243
+ | No log | 2.2722 | 384 | 0.8216 | 0.7844 | 0.8216 | 0.9064 |
244
+ | No log | 2.2840 | 386 | 0.9715 | 0.7194 | 0.9715 | 0.9856 |
245
+ | No log | 2.2959 | 388 | 0.9504 | 0.7194 | 0.9504 | 0.9749 |
246
+ | No log | 2.3077 | 390 | 0.8399 | 0.7844 | 0.8399 | 0.9164 |
247
+ | No log | 2.3195 | 392 | 0.7484 | 0.4590 | 0.7484 | 0.8651 |
248
+ | No log | 2.3314 | 394 | 0.7074 | 0.5323 | 0.7074 | 0.8411 |
249
+ | No log | 2.3432 | 396 | 0.6841 | 0.5313 | 0.6841 | 0.8271 |
250
+ | No log | 2.3550 | 398 | 0.6756 | 0.5313 | 0.6756 | 0.8220 |
251
+ | No log | 2.3669 | 400 | 0.7220 | 0.6190 | 0.7220 | 0.8497 |
252
+ | No log | 2.3787 | 402 | 0.8410 | 0.7844 | 0.8410 | 0.9170 |
253
+ | No log | 2.3905 | 404 | 0.8604 | 0.7844 | 0.8604 | 0.9276 |
254
+ | No log | 2.4024 | 406 | 0.7892 | 0.7302 | 0.7892 | 0.8884 |
255
+ | No log | 2.4142 | 408 | 0.7604 | 0.5312 | 0.7604 | 0.8720 |
256
+ | No log | 2.4260 | 410 | 0.7348 | 0.5084 | 0.7348 | 0.8572 |
257
+ | No log | 2.4379 | 412 | 0.7481 | 0.5084 | 0.7481 | 0.8649 |
258
+ | No log | 2.4497 | 414 | 0.8175 | 0.5772 | 0.8175 | 0.9042 |
259
+ | No log | 2.4615 | 416 | 0.9146 | 0.7194 | 0.9146 | 0.9563 |
260
+ | No log | 2.4734 | 418 | 1.0058 | 0.7194 | 1.0058 | 1.0029 |
261
+ | No log | 2.4852 | 420 | 0.9583 | 0.7194 | 0.9583 | 0.9789 |
262
+ | No log | 2.4970 | 422 | 0.8177 | 0.7631 | 0.8177 | 0.9043 |
263
+ | No log | 2.5089 | 424 | 0.7037 | 0.5933 | 0.7037 | 0.8389 |
264
+ | No log | 2.5207 | 426 | 0.6816 | 0.5933 | 0.6816 | 0.8256 |
265
+ | No log | 2.5325 | 428 | 0.6827 | 0.6143 | 0.6827 | 0.8263 |
266
+ | No log | 2.5444 | 430 | 0.7032 | 0.6782 | 0.7032 | 0.8386 |
267
+ | No log | 2.5562 | 432 | 0.7521 | 0.7733 | 0.7521 | 0.8672 |
268
+ | No log | 2.5680 | 434 | 0.7543 | 0.8019 | 0.7543 | 0.8685 |
269
+ | No log | 2.5799 | 436 | 0.7445 | 0.7733 | 0.7445 | 0.8628 |
270
+ | No log | 2.5917 | 438 | 0.7127 | 0.6143 | 0.7127 | 0.8442 |
271
+ | No log | 2.6036 | 440 | 0.6875 | 0.6143 | 0.6875 | 0.8292 |
272
+ | No log | 2.6154 | 442 | 0.7041 | 0.6143 | 0.7041 | 0.8391 |
273
+ | No log | 2.6272 | 444 | 0.6997 | 0.6503 | 0.6997 | 0.8365 |
274
+ | No log | 2.6391 | 446 | 0.6854 | 0.7232 | 0.6854 | 0.8279 |
275
+ | No log | 2.6509 | 448 | 0.6455 | 0.7232 | 0.6455 | 0.8034 |
276
+ | No log | 2.6627 | 450 | 0.6704 | 0.7823 | 0.6704 | 0.8188 |
277
+ | No log | 2.6746 | 452 | 0.7780 | 0.8019 | 0.7780 | 0.8820 |
278
+ | No log | 2.6864 | 454 | 0.8449 | 0.7902 | 0.8449 | 0.9192 |
279
+ | No log | 2.6982 | 456 | 0.8228 | 0.8161 | 0.8228 | 0.9071 |
280
+ | No log | 2.7101 | 458 | 0.7820 | 0.8283 | 0.7820 | 0.8843 |
281
+ | No log | 2.7219 | 460 | 0.7062 | 0.7983 | 0.7062 | 0.8404 |
282
+ | No log | 2.7337 | 462 | 0.6166 | 0.7176 | 0.6166 | 0.7853 |
283
+ | No log | 2.7456 | 464 | 0.6004 | 0.6348 | 0.6004 | 0.7748 |
284
+ | No log | 2.7574 | 466 | 0.6176 | 0.6023 | 0.6176 | 0.7858 |
285
+ | No log | 2.7692 | 468 | 0.6626 | 0.6060 | 0.6626 | 0.8140 |
286
+ | No log | 2.7811 | 470 | 0.7199 | 0.5933 | 0.7199 | 0.8484 |
287
+ | No log | 2.7929 | 472 | 0.8090 | 0.6143 | 0.8090 | 0.8994 |
288
+ | No log | 2.8047 | 474 | 0.8744 | 0.6473 | 0.8744 | 0.9351 |
289
+ | No log | 2.8166 | 476 | 0.9023 | 0.6473 | 0.9023 | 0.9499 |
290
+ | No log | 2.8284 | 478 | 0.8810 | 0.6473 | 0.8810 | 0.9386 |
291
+ | No log | 2.8402 | 480 | 0.8185 | 0.4830 | 0.8185 | 0.9047 |
292
+ | No log | 2.8521 | 482 | 0.8289 | 0.5563 | 0.8289 | 0.9104 |
293
+ | No log | 2.8639 | 484 | 0.8559 | 0.5563 | 0.8559 | 0.9252 |
294
+ | No log | 2.8757 | 486 | 0.8532 | 0.5563 | 0.8532 | 0.9237 |
295
+ | No log | 2.8876 | 488 | 0.7959 | 0.6859 | 0.7959 | 0.8921 |
296
+ | No log | 2.8994 | 490 | 0.7263 | 0.6190 | 0.7263 | 0.8522 |
297
+ | No log | 2.9112 | 492 | 0.7380 | 0.6190 | 0.7380 | 0.8591 |
298
+ | No log | 2.9231 | 494 | 0.7834 | 0.7937 | 0.7834 | 0.8851 |
299
+ | No log | 2.9349 | 496 | 0.8264 | 0.7937 | 0.8264 | 0.9091 |
300
+ | No log | 2.9467 | 498 | 0.8692 | 0.7631 | 0.8692 | 0.9323 |
301
+ | 0.3058 | 2.9586 | 500 | 0.8527 | 0.7823 | 0.8527 | 0.9234 |
302
+ | 0.3058 | 2.9704 | 502 | 0.7627 | 0.7254 | 0.7627 | 0.8733 |
303
+ | 0.3058 | 2.9822 | 504 | 0.6917 | 0.7254 | 0.6917 | 0.8317 |
304
+ | 0.3058 | 2.9941 | 506 | 0.7154 | 0.6582 | 0.7154 | 0.8458 |
305
+ | 0.3058 | 3.0059 | 508 | 0.7454 | 0.6254 | 0.7454 | 0.8634 |
306
+ | 0.3058 | 3.0178 | 510 | 0.8163 | 0.7321 | 0.8163 | 0.9035 |
307
+ | 0.3058 | 3.0296 | 512 | 0.8291 | 0.7321 | 0.8291 | 0.9105 |
308
+ | 0.3058 | 3.0414 | 514 | 0.8169 | 0.7337 | 0.8169 | 0.9038 |
309
+ | 0.3058 | 3.0533 | 516 | 0.7739 | 0.7037 | 0.7739 | 0.8797 |
310
+ | 0.3058 | 3.0651 | 518 | 0.7357 | 0.7037 | 0.7357 | 0.8577 |
311
+ | 0.3058 | 3.0769 | 520 | 0.6913 | 0.6254 | 0.6913 | 0.8314 |
312
+ | 0.3058 | 3.0888 | 522 | 0.6698 | 0.6209 | 0.6698 | 0.8184 |
313
+ | 0.3058 | 3.1006 | 524 | 0.6624 | 0.6209 | 0.6624 | 0.8139 |
314
+ | 0.3058 | 3.1124 | 526 | 0.6983 | 0.7879 | 0.6983 | 0.8357 |
315
+ | 0.3058 | 3.1243 | 528 | 0.7559 | 0.7983 | 0.7559 | 0.8694 |
316
+ | 0.3058 | 3.1361 | 530 | 0.7895 | 0.7983 | 0.7895 | 0.8885 |
317
+ | 0.3058 | 3.1479 | 532 | 0.7636 | 0.7983 | 0.7636 | 0.8738 |
318
+ | 0.3058 | 3.1598 | 534 | 0.7031 | 0.7983 | 0.7031 | 0.8385 |
319
+ | 0.3058 | 3.1716 | 536 | 0.6580 | 0.6582 | 0.6580 | 0.8112 |
320
+ | 0.3058 | 3.1834 | 538 | 0.6208 | 0.6477 | 0.6208 | 0.7879 |
321
+ | 0.3058 | 3.1953 | 540 | 0.6323 | 0.6527 | 0.6323 | 0.7952 |
322
+ | 0.3058 | 3.2071 | 542 | 0.7027 | 0.7254 | 0.7027 | 0.8382 |
323
+ | 0.3058 | 3.2189 | 544 | 0.8196 | 0.7983 | 0.8196 | 0.9053 |
324
+ | 0.3058 | 3.2308 | 546 | 0.8375 | 0.7983 | 0.8375 | 0.9152 |
325
+ | 0.3058 | 3.2426 | 548 | 0.8019 | 0.7801 | 0.8019 | 0.8955 |
326
+ | 0.3058 | 3.2544 | 550 | 0.7246 | 0.6582 | 0.7246 | 0.8512 |
327
+ | 0.3058 | 3.2663 | 552 | 0.6392 | 0.6775 | 0.6392 | 0.7995 |
328
+ | 0.3058 | 3.2781 | 554 | 0.6119 | 0.6454 | 0.6119 | 0.7823 |
329
+ | 0.3058 | 3.2899 | 556 | 0.6322 | 0.6775 | 0.6322 | 0.7951 |
330
+ | 0.3058 | 3.3018 | 558 | 0.6719 | 0.7254 | 0.6719 | 0.8197 |
331
+ | 0.3058 | 3.3136 | 560 | 0.7106 | 0.7254 | 0.7106 | 0.8430 |
332
+ | 0.3058 | 3.3254 | 562 | 0.7342 | 0.6769 | 0.7342 | 0.8569 |
333
+ | 0.3058 | 3.3373 | 564 | 0.7212 | 0.6769 | 0.7212 | 0.8493 |
334
+ | 0.3058 | 3.3491 | 566 | 0.6849 | 0.6447 | 0.6849 | 0.8276 |
335
+ | 0.3058 | 3.3609 | 568 | 0.6611 | 0.5867 | 0.6611 | 0.8131 |
336
+ | 0.3058 | 3.3728 | 570 | 0.6505 | 0.5838 | 0.6505 | 0.8066 |
337
+ | 0.3058 | 3.3846 | 572 | 0.6278 | 0.5786 | 0.6278 | 0.7923 |
338
+ | 0.3058 | 3.3964 | 574 | 0.6205 | 0.5597 | 0.6205 | 0.7877 |
339
+ | 0.3058 | 3.4083 | 576 | 0.6185 | 0.5597 | 0.6185 | 0.7865 |
340
+ | 0.3058 | 3.4201 | 578 | 0.6071 | 0.5763 | 0.6071 | 0.7792 |
341
+ | 0.3058 | 3.4320 | 580 | 0.6168 | 0.6533 | 0.6168 | 0.7854 |
342
+ | 0.3058 | 3.4438 | 582 | 0.6580 | 0.7529 | 0.6580 | 0.8112 |
343
+ | 0.3058 | 3.4556 | 584 | 0.6726 | 0.8232 | 0.6726 | 0.8201 |
344
+ | 0.3058 | 3.4675 | 586 | 0.6495 | 0.7529 | 0.6495 | 0.8059 |
345
+ | 0.3058 | 3.4793 | 588 | 0.6085 | 0.6533 | 0.6085 | 0.7800 |
346
+ | 0.3058 | 3.4911 | 590 | 0.5954 | 0.6533 | 0.5954 | 0.7716 |
347
+ | 0.3058 | 3.5030 | 592 | 0.5893 | 0.6310 | 0.5893 | 0.7677 |
348
+ | 0.3058 | 3.5148 | 594 | 0.5841 | 0.6310 | 0.5841 | 0.7643 |
349
+ | 0.3058 | 3.5266 | 596 | 0.5851 | 0.6602 | 0.5851 | 0.7649 |
350
+ | 0.3058 | 3.5385 | 598 | 0.6138 | 0.7254 | 0.6138 | 0.7835 |
351
+ | 0.3058 | 3.5503 | 600 | 0.6769 | 0.7232 | 0.6769 | 0.8227 |
352
+ | 0.3058 | 3.5621 | 602 | 0.6733 | 0.7232 | 0.6733 | 0.8206 |
353
+ | 0.3058 | 3.5740 | 604 | 0.6928 | 0.7823 | 0.6928 | 0.8324 |
354
+ | 0.3058 | 3.5858 | 606 | 0.7224 | 0.7713 | 0.7224 | 0.8499 |
355
+ | 0.3058 | 3.5976 | 608 | 0.7078 | 0.7823 | 0.7078 | 0.8413 |
356
+ | 0.3058 | 3.6095 | 610 | 0.7426 | 0.7823 | 0.7426 | 0.8617 |
357
+ | 0.3058 | 3.6213 | 612 | 0.7424 | 0.7823 | 0.7424 | 0.8617 |
358
+ | 0.3058 | 3.6331 | 614 | 0.7425 | 0.7801 | 0.7425 | 0.8617 |
359
+ | 0.3058 | 3.6450 | 616 | 0.7196 | 0.7801 | 0.7196 | 0.8483 |
360
+ | 0.3058 | 3.6568 | 618 | 0.7263 | 0.6842 | 0.7263 | 0.8522 |
361
+ | 0.3058 | 3.6686 | 620 | 0.7940 | 0.6842 | 0.7940 | 0.8911 |
362
+ | 0.3058 | 3.6805 | 622 | 0.8396 | 0.5970 | 0.8396 | 0.9163 |
363
+ | 0.3058 | 3.6923 | 624 | 0.8991 | 0.7118 | 0.8991 | 0.9482 |
364
+ | 0.3058 | 3.7041 | 626 | 0.9074 | 0.7801 | 0.9074 | 0.9526 |
365
+ | 0.3058 | 3.7160 | 628 | 0.8143 | 0.7801 | 0.8143 | 0.9024 |
366
+ | 0.3058 | 3.7278 | 630 | 0.6965 | 0.7176 | 0.6965 | 0.8346 |
367
+ | 0.3058 | 3.7396 | 632 | 0.6605 | 0.7176 | 0.6605 | 0.8127 |
368
+ | 0.3058 | 3.7515 | 634 | 0.6800 | 0.7704 | 0.6800 | 0.8246 |
369
+ | 0.3058 | 3.7633 | 636 | 0.7359 | 0.8054 | 0.7359 | 0.8578 |
370
+ | 0.3058 | 3.7751 | 638 | 0.7344 | 0.7801 | 0.7344 | 0.8570 |
371
+ | 0.3058 | 3.7870 | 640 | 0.6891 | 0.7801 | 0.6891 | 0.8301 |
372
+ | 0.3058 | 3.7988 | 642 | 0.6487 | 0.7176 | 0.6487 | 0.8054 |
373
+ | 0.3058 | 3.8107 | 644 | 0.6455 | 0.6209 | 0.6455 | 0.8034 |
374
+ | 0.3058 | 3.8225 | 646 | 0.6740 | 0.5488 | 0.6740 | 0.8210 |
375
+ | 0.3058 | 3.8343 | 648 | 0.6824 | 0.5288 | 0.6824 | 0.8261 |
376
+ | 0.3058 | 3.8462 | 650 | 0.6839 | 0.5288 | 0.6839 | 0.8270 |
377
+ | 0.3058 | 3.8580 | 652 | 0.6626 | 0.5275 | 0.6626 | 0.8140 |
378
+ | 0.3058 | 3.8698 | 654 | 0.6557 | 0.5633 | 0.6557 | 0.8097 |
379
+ | 0.3058 | 3.8817 | 656 | 0.6610 | 0.5288 | 0.6610 | 0.8130 |
380
+ | 0.3058 | 3.8935 | 658 | 0.6810 | 0.5488 | 0.6810 | 0.8252 |
381
+ | 0.3058 | 3.9053 | 660 | 0.6955 | 0.6254 | 0.6955 | 0.8340 |
382
+ | 0.3058 | 3.9172 | 662 | 0.7221 | 0.6962 | 0.7221 | 0.8498 |
383
+ | 0.3058 | 3.9290 | 664 | 0.7252 | 0.7529 | 0.7252 | 0.8516 |
384
+ | 0.3058 | 3.9408 | 666 | 0.6788 | 0.7529 | 0.6788 | 0.8239 |
385
+ | 0.3058 | 3.9527 | 668 | 0.6245 | 0.7258 | 0.6245 | 0.7903 |
386
+ | 0.3058 | 3.9645 | 670 | 0.6069 | 0.6588 | 0.6069 | 0.7790 |
387
+ | 0.3058 | 3.9763 | 672 | 0.6276 | 0.6962 | 0.6276 | 0.7922 |
388
+ | 0.3058 | 3.9882 | 674 | 0.6707 | 0.7529 | 0.6707 | 0.8190 |
389
+ | 0.3058 | 4.0 | 676 | 0.7384 | 0.7529 | 0.7384 | 0.8593 |
390
+ | 0.3058 | 4.0118 | 678 | 0.7086 | 0.7529 | 0.7086 | 0.8418 |
391
+ | 0.3058 | 4.0237 | 680 | 0.6677 | 0.6915 | 0.6677 | 0.8171 |
392
+ | 0.3058 | 4.0355 | 682 | 0.6243 | 0.6143 | 0.6243 | 0.7901 |
393
+ | 0.3058 | 4.0473 | 684 | 0.6120 | 0.6143 | 0.6120 | 0.7823 |
394
+ | 0.3058 | 4.0592 | 686 | 0.5872 | 0.6588 | 0.5872 | 0.7663 |
395
+ | 0.3058 | 4.0710 | 688 | 0.5756 | 0.6588 | 0.5756 | 0.7587 |
396
+ | 0.3058 | 4.0828 | 690 | 0.5913 | 0.6588 | 0.5913 | 0.7689 |
397
+ | 0.3058 | 4.0947 | 692 | 0.6177 | 0.6143 | 0.6177 | 0.7860 |
398
+ | 0.3058 | 4.1065 | 694 | 0.6479 | 0.6143 | 0.6479 | 0.8049 |
399
+ | 0.3058 | 4.1183 | 696 | 0.6160 | 0.6510 | 0.6160 | 0.7849 |
400
+ | 0.3058 | 4.1302 | 698 | 0.5872 | 0.6588 | 0.5872 | 0.7663 |
401
+ | 0.3058 | 4.1420 | 700 | 0.5607 | 0.6719 | 0.5607 | 0.7488 |
402
+ | 0.3058 | 4.1538 | 702 | 0.5330 | 0.6511 | 0.5330 | 0.7301 |
403
+ | 0.3058 | 4.1657 | 704 | 0.5207 | 0.6511 | 0.5207 | 0.7216 |
404
+ | 0.3058 | 4.1775 | 706 | 0.5121 | 0.6511 | 0.5121 | 0.7156 |
405
+ | 0.3058 | 4.1893 | 708 | 0.5118 | 0.7229 | 0.5118 | 0.7154 |
406
+ | 0.3058 | 4.2012 | 710 | 0.5150 | 0.7229 | 0.5150 | 0.7176 |
407
+ | 0.3058 | 4.2130 | 712 | 0.5070 | 0.7229 | 0.5070 | 0.7121 |
408
+ | 0.3058 | 4.2249 | 714 | 0.5012 | 0.7229 | 0.5012 | 0.7079 |
409
+ | 0.3058 | 4.2367 | 716 | 0.5065 | 0.7459 | 0.5065 | 0.7117 |
410
+ | 0.3058 | 4.2485 | 718 | 0.5643 | 0.7533 | 0.5643 | 0.7512 |
411
+ | 0.3058 | 4.2604 | 720 | 0.6371 | 0.7766 | 0.6371 | 0.7982 |
412
+ | 0.3058 | 4.2722 | 722 | 0.7015 | 0.8531 | 0.7015 | 0.8375 |
413
+ | 0.3058 | 4.2840 | 724 | 0.7041 | 0.7983 | 0.7041 | 0.8391 |
414
+ | 0.3058 | 4.2959 | 726 | 0.6554 | 0.7529 | 0.6554 | 0.8096 |
415
+ | 0.3058 | 4.3077 | 728 | 0.6489 | 0.7232 | 0.6489 | 0.8056 |
416
+ | 0.3058 | 4.3195 | 730 | 0.6558 | 0.7232 | 0.6558 | 0.8098 |
417
+ | 0.3058 | 4.3314 | 732 | 0.6228 | 0.7232 | 0.6228 | 0.7892 |
418
+ | 0.3058 | 4.3432 | 734 | 0.6280 | 0.7427 | 0.6280 | 0.7925 |
419
+ | 0.3058 | 4.3550 | 736 | 0.6687 | 0.8019 | 0.6687 | 0.8178 |
420
+ | 0.3058 | 4.3669 | 738 | 0.7102 | 0.8019 | 0.7102 | 0.8427 |
421
+ | 0.3058 | 4.3787 | 740 | 0.6759 | 0.8019 | 0.6759 | 0.8221 |
422
+ | 0.3058 | 4.3905 | 742 | 0.6124 | 0.8286 | 0.6124 | 0.7826 |
423
+ | 0.3058 | 4.4024 | 744 | 0.5700 | 0.8286 | 0.5700 | 0.7550 |
424
+ | 0.3058 | 4.4142 | 746 | 0.5731 | 0.8286 | 0.5731 | 0.7571 |
425
+ | 0.3058 | 4.4260 | 748 | 0.6069 | 0.8286 | 0.6069 | 0.7790 |
426
+ | 0.3058 | 4.4379 | 750 | 0.6015 | 0.8098 | 0.6015 | 0.7755 |
427
+ | 0.3058 | 4.4497 | 752 | 0.5838 | 0.7529 | 0.5838 | 0.7641 |
428
+ | 0.3058 | 4.4615 | 754 | 0.5771 | 0.7529 | 0.5771 | 0.7597 |
429
+ | 0.3058 | 4.4734 | 756 | 0.6120 | 0.7529 | 0.6120 | 0.7823 |
430
+ | 0.3058 | 4.4852 | 758 | 0.7039 | 0.7823 | 0.7039 | 0.8390 |
431
+ | 0.3058 | 4.4970 | 760 | 0.7610 | 0.8019 | 0.7610 | 0.8724 |
432
+ | 0.3058 | 4.5089 | 762 | 0.7170 | 0.7823 | 0.7170 | 0.8467 |
433
+ | 0.3058 | 4.5207 | 764 | 0.6196 | 0.7529 | 0.6196 | 0.7871 |
434
+ | 0.3058 | 4.5325 | 766 | 0.5409 | 0.7445 | 0.5409 | 0.7354 |
435
+ | 0.3058 | 4.5444 | 768 | 0.4932 | 0.6880 | 0.4932 | 0.7023 |
436
+ | 0.3058 | 4.5562 | 770 | 0.4863 | 0.7042 | 0.4863 | 0.6974 |
437
+ | 0.3058 | 4.5680 | 772 | 0.5000 | 0.7612 | 0.5000 | 0.7071 |
438
+ | 0.3058 | 4.5799 | 774 | 0.5503 | 0.8098 | 0.5503 | 0.7418 |
439
+ | 0.3058 | 4.5917 | 776 | 0.6513 | 0.8286 | 0.6513 | 0.8071 |
440
+ | 0.3058 | 4.6036 | 778 | 0.6981 | 0.8286 | 0.6981 | 0.8356 |
441
+ | 0.3058 | 4.6154 | 780 | 0.6685 | 0.8286 | 0.6685 | 0.8176 |
442
+ | 0.3058 | 4.6272 | 782 | 0.5817 | 0.8098 | 0.5817 | 0.7627 |
443
+ | 0.3058 | 4.6391 | 784 | 0.5422 | 0.7529 | 0.5422 | 0.7363 |
444
+ | 0.3058 | 4.6509 | 786 | 0.5164 | 0.7277 | 0.5164 | 0.7186 |
445
+ | 0.3058 | 4.6627 | 788 | 0.5272 | 0.7355 | 0.5272 | 0.7261 |
446
+ | 0.3058 | 4.6746 | 790 | 0.5702 | 0.7529 | 0.5702 | 0.7551 |
447
+ | 0.3058 | 4.6864 | 792 | 0.6208 | 0.7232 | 0.6208 | 0.7879 |
448
+ | 0.3058 | 4.6982 | 794 | 0.6373 | 0.7037 | 0.6373 | 0.7983 |
449
+ | 0.3058 | 4.7101 | 796 | 0.6259 | 0.7037 | 0.6259 | 0.7911 |
450
+ | 0.3058 | 4.7219 | 798 | 0.6197 | 0.7037 | 0.6197 | 0.7872 |
451
+ | 0.3058 | 4.7337 | 800 | 0.6416 | 0.7232 | 0.6416 | 0.8010 |
452
+ | 0.3058 | 4.7456 | 802 | 0.6864 | 0.7823 | 0.6864 | 0.8285 |
453
+ | 0.3058 | 4.7574 | 804 | 0.7437 | 0.8286 | 0.7437 | 0.8624 |
454
+ | 0.3058 | 4.7692 | 806 | 0.8114 | 0.8051 | 0.8114 | 0.9008 |
455
+ | 0.3058 | 4.7811 | 808 | 0.8411 | 0.8051 | 0.8411 | 0.9171 |
456
+ | 0.3058 | 4.7929 | 810 | 0.8389 | 0.8051 | 0.8389 | 0.9159 |
457
+ | 0.3058 | 4.8047 | 812 | 0.8003 | 0.8290 | 0.8003 | 0.8946 |
458
+ | 0.3058 | 4.8166 | 814 | 0.7700 | 0.8586 | 0.7700 | 0.8775 |
459
+ | 0.3058 | 4.8284 | 816 | 0.7194 | 0.8127 | 0.7194 | 0.8482 |
460
+ | 0.3058 | 4.8402 | 818 | 0.7093 | 0.8127 | 0.7093 | 0.8422 |
461
+ | 0.3058 | 4.8521 | 820 | 0.7454 | 0.8352 | 0.7454 | 0.8634 |
462
+ | 0.3058 | 4.8639 | 822 | 0.8017 | 0.7432 | 0.8017 | 0.8954 |
463
+ | 0.3058 | 4.8757 | 824 | 0.8056 | 0.7432 | 0.8056 | 0.8976 |
464
+ | 0.3058 | 4.8876 | 826 | 0.7637 | 0.7432 | 0.7637 | 0.8739 |
465
+ | 0.3058 | 4.8994 | 828 | 0.7444 | 0.7232 | 0.7444 | 0.8628 |
466
+ | 0.3058 | 4.9112 | 830 | 0.7628 | 0.7321 | 0.7628 | 0.8734 |
467
+ | 0.3058 | 4.9231 | 832 | 0.8298 | 0.6988 | 0.8298 | 0.9109 |
468
+ | 0.3058 | 4.9349 | 834 | 0.8323 | 0.6988 | 0.8323 | 0.9123 |
469
+ | 0.3058 | 4.9467 | 836 | 0.8005 | 0.6182 | 0.8005 | 0.8947 |
470
+ | 0.3058 | 4.9586 | 838 | 0.7746 | 0.6182 | 0.7746 | 0.8801 |
471
+ | 0.3058 | 4.9704 | 840 | 0.7908 | 0.6182 | 0.7908 | 0.8893 |
472
+ | 0.3058 | 4.9822 | 842 | 0.8570 | 0.6988 | 0.8570 | 0.9257 |
473
+ | 0.3058 | 4.9941 | 844 | 0.8953 | 0.6988 | 0.8953 | 0.9462 |
474
+ | 0.3058 | 5.0059 | 846 | 0.8633 | 0.6988 | 0.8633 | 0.9291 |
475
+ | 0.3058 | 5.0178 | 848 | 0.7921 | 0.6988 | 0.7921 | 0.8900 |
476
+ | 0.3058 | 5.0296 | 850 | 0.7690 | 0.7321 | 0.7690 | 0.8769 |
477
+ | 0.3058 | 5.0414 | 852 | 0.7184 | 0.7321 | 0.7184 | 0.8476 |
478
+ | 0.3058 | 5.0533 | 854 | 0.6471 | 0.7232 | 0.6471 | 0.8044 |
479
+ | 0.3058 | 5.0651 | 856 | 0.5742 | 0.7708 | 0.5742 | 0.7577 |
480
+ | 0.3058 | 5.0769 | 858 | 0.5450 | 0.7708 | 0.5450 | 0.7383 |
481
+ | 0.3058 | 5.0888 | 860 | 0.5528 | 0.7708 | 0.5528 | 0.7435 |
482
+ | 0.3058 | 5.1006 | 862 | 0.5712 | 0.7708 | 0.5712 | 0.7558 |
483
+ | 0.3058 | 5.1124 | 864 | 0.6159 | 0.7805 | 0.6159 | 0.7848 |
484
+ | 0.3058 | 5.1243 | 866 | 0.6664 | 0.7805 | 0.6664 | 0.8163 |
485
+ | 0.3058 | 5.1361 | 868 | 0.6964 | 0.7529 | 0.6964 | 0.8345 |
486
+ | 0.3058 | 5.1479 | 870 | 0.6744 | 0.7529 | 0.6744 | 0.8212 |
487
+ | 0.3058 | 5.1598 | 872 | 0.6332 | 0.6648 | 0.6332 | 0.7957 |
488
+ | 0.3058 | 5.1716 | 874 | 0.6135 | 0.6309 | 0.6135 | 0.7833 |
489
+ | 0.3058 | 5.1834 | 876 | 0.6011 | 0.6654 | 0.6011 | 0.7753 |
490
+ | 0.3058 | 5.1953 | 878 | 0.5787 | 0.7624 | 0.5787 | 0.7607 |
491
+ | 0.3058 | 5.2071 | 880 | 0.5574 | 0.7347 | 0.5574 | 0.7466 |
492
+ | 0.3058 | 5.2189 | 882 | 0.5424 | 0.7347 | 0.5424 | 0.7365 |
493
+ | 0.3058 | 5.2308 | 884 | 0.5473 | 0.7347 | 0.5473 | 0.7398 |
494
+ | 0.3058 | 5.2426 | 886 | 0.5757 | 0.7624 | 0.5757 | 0.7588 |
495
+ | 0.3058 | 5.2544 | 888 | 0.6379 | 0.7342 | 0.6379 | 0.7987 |
496
+ | 0.3058 | 5.2663 | 890 | 0.7007 | 0.7232 | 0.7007 | 0.8371 |
497
+ | 0.3058 | 5.2781 | 892 | 0.8107 | 0.7823 | 0.8107 | 0.9004 |
498
+ | 0.3058 | 5.2899 | 894 | 0.8494 | 0.7823 | 0.8494 | 0.9216 |
499
+ | 0.3058 | 5.3018 | 896 | 0.8352 | 0.7232 | 0.8352 | 0.9139 |
500
+ | 0.3058 | 5.3136 | 898 | 0.7605 | 0.7037 | 0.7605 | 0.8720 |
501
+ | 0.3058 | 5.3254 | 900 | 0.7199 | 0.6301 | 0.7199 | 0.8485 |
502
+ | 0.3058 | 5.3373 | 902 | 0.7332 | 0.6301 | 0.7332 | 0.8563 |
503
+ | 0.3058 | 5.3491 | 904 | 0.7527 | 0.6301 | 0.7527 | 0.8676 |
504
+ | 0.3058 | 5.3609 | 906 | 0.7341 | 0.7037 | 0.7341 | 0.8568 |
505
+ | 0.3058 | 5.3728 | 908 | 0.7461 | 0.7037 | 0.7461 | 0.8638 |
506
+ | 0.3058 | 5.3846 | 910 | 0.8421 | 0.7232 | 0.8421 | 0.9177 |
507
+ | 0.3058 | 5.3964 | 912 | 0.9268 | 0.7823 | 0.9268 | 0.9627 |
508
+ | 0.3058 | 5.4083 | 914 | 1.0264 | 0.6769 | 1.0264 | 1.0131 |
509
+ | 0.3058 | 5.4201 | 916 | 1.0505 | 0.6769 | 1.0505 | 1.0249 |
510
+ | 0.3058 | 5.4320 | 918 | 0.9775 | 0.6852 | 0.9775 | 0.9887 |
511
+ | 0.3058 | 5.4438 | 920 | 0.8872 | 0.7118 | 0.8872 | 0.9419 |
512
+ | 0.3058 | 5.4556 | 922 | 0.8067 | 0.7232 | 0.8067 | 0.8982 |
513
+ | 0.3058 | 5.4675 | 924 | 0.7246 | 0.7037 | 0.7246 | 0.8512 |
514
+ | 0.3058 | 5.4793 | 926 | 0.6743 | 0.7342 | 0.6743 | 0.8212 |
515
+ | 0.3058 | 5.4911 | 928 | 0.6392 | 0.7529 | 0.6392 | 0.7995 |
516
+ | 0.3058 | 5.5030 | 930 | 0.6419 | 0.7237 | 0.6419 | 0.8012 |
517
+ | 0.3058 | 5.5148 | 932 | 0.6560 | 0.7529 | 0.6560 | 0.8100 |
518
+ | 0.3058 | 5.5266 | 934 | 0.6474 | 0.7529 | 0.6474 | 0.8046 |
519
+ | 0.3058 | 5.5385 | 936 | 0.6213 | 0.7534 | 0.6213 | 0.7882 |
520
+ | 0.3058 | 5.5503 | 938 | 0.5966 | 0.7443 | 0.5966 | 0.7724 |
521
+ | 0.3058 | 5.5621 | 940 | 0.5845 | 0.7443 | 0.5845 | 0.7645 |
522
+ | 0.3058 | 5.5740 | 942 | 0.5746 | 0.7360 | 0.5746 | 0.7581 |
523
+ | 0.3058 | 5.5858 | 944 | 0.5555 | 0.7186 | 0.5555 | 0.7453 |
524
+ | 0.3058 | 5.5976 | 946 | 0.5530 | 0.7186 | 0.5530 | 0.7437 |
525
+ | 0.3058 | 5.6095 | 948 | 0.5203 | 0.7114 | 0.5203 | 0.7213 |
526
+ | 0.3058 | 5.6213 | 950 | 0.5076 | 0.6557 | 0.5076 | 0.7125 |
527
+ | 0.3058 | 5.6331 | 952 | 0.5032 | 0.6488 | 0.5032 | 0.7094 |
528
+ | 0.3058 | 5.6450 | 954 | 0.5085 | 0.7114 | 0.5085 | 0.7131 |
529
+ | 0.3058 | 5.6568 | 956 | 0.5368 | 0.7186 | 0.5368 | 0.7327 |
530
+ | 0.3058 | 5.6686 | 958 | 0.6137 | 0.7439 | 0.6137 | 0.7834 |
531
+ | 0.3058 | 5.6805 | 960 | 0.6853 | 0.7529 | 0.6853 | 0.8278 |
532
+ | 0.3058 | 5.6923 | 962 | 0.6972 | 0.7529 | 0.6972 | 0.8350 |
533
+ | 0.3058 | 5.7041 | 964 | 0.6954 | 0.7529 | 0.6954 | 0.8339 |
534
+ | 0.3058 | 5.7160 | 966 | 0.6616 | 0.7529 | 0.6616 | 0.8134 |
535
+ | 0.3058 | 5.7278 | 968 | 0.6351 | 0.7342 | 0.6351 | 0.7969 |
536
+ | 0.3058 | 5.7396 | 970 | 0.6288 | 0.7342 | 0.6288 | 0.7930 |
537
+ | 0.3058 | 5.7515 | 972 | 0.6300 | 0.7624 | 0.6300 | 0.7937 |
538
+ | 0.3058 | 5.7633 | 974 | 0.6188 | 0.7805 | 0.6188 | 0.7866 |
539
+ | 0.3058 | 5.7751 | 976 | 0.6234 | 0.7805 | 0.6234 | 0.7895 |
540
+ | 0.3058 | 5.7870 | 978 | 0.6115 | 0.7624 | 0.6115 | 0.7820 |
541
+ | 0.3058 | 5.7988 | 980 | 0.5870 | 0.7534 | 0.5870 | 0.7662 |
542
+ | 0.3058 | 5.8107 | 982 | 0.5716 | 0.7534 | 0.5716 | 0.7560 |
543
+ | 0.3058 | 5.8225 | 984 | 0.5527 | 0.6539 | 0.5527 | 0.7434 |
544
+ | 0.3058 | 5.8343 | 986 | 0.5476 | 0.6719 | 0.5476 | 0.7400 |
545
+ | 0.3058 | 5.8462 | 988 | 0.5378 | 0.6719 | 0.5378 | 0.7334 |
546
+ | 0.3058 | 5.8580 | 990 | 0.5483 | 0.7618 | 0.5483 | 0.7405 |
547
+ | 0.3058 | 5.8698 | 992 | 0.5891 | 0.7618 | 0.5891 | 0.7675 |
548
+ | 0.3058 | 5.8817 | 994 | 0.6118 | 0.7618 | 0.6118 | 0.7822 |
549
+ | 0.3058 | 5.8935 | 996 | 0.6219 | 0.7618 | 0.6219 | 0.7886 |
550
+ | 0.3058 | 5.9053 | 998 | 0.6731 | 0.7955 | 0.6731 | 0.8204 |
551
+ | 0.1188 | 5.9172 | 1000 | 0.7198 | 0.7700 | 0.7198 | 0.8484 |
552
+ | 0.1188 | 5.9290 | 1002 | 0.7598 | 0.7430 | 0.7598 | 0.8717 |
553
+ | 0.1188 | 5.9408 | 1004 | 0.8228 | 0.7979 | 0.8228 | 0.9071 |
554
+ | 0.1188 | 5.9527 | 1006 | 0.8252 | 0.8094 | 0.8252 | 0.9084 |
555
+ | 0.1188 | 5.9645 | 1008 | 0.7842 | 0.7037 | 0.7842 | 0.8856 |
556
+ | 0.1188 | 5.9763 | 1010 | 0.7211 | 0.7037 | 0.7211 | 0.8492 |
557
+ | 0.1188 | 5.9882 | 1012 | 0.6640 | 0.6588 | 0.6640 | 0.8149 |
558
+ | 0.1188 | 6.0 | 1014 | 0.6435 | 0.5867 | 0.6435 | 0.8022 |
559
+ | 0.1188 | 6.0118 | 1016 | 0.6462 | 0.5867 | 0.6462 | 0.8039 |
560
+ | 0.1188 | 6.0237 | 1018 | 0.6570 | 0.5867 | 0.6570 | 0.8106 |
561
+ | 0.1188 | 6.0355 | 1020 | 0.6997 | 0.6648 | 0.6997 | 0.8365 |
562
+ | 0.1188 | 6.0473 | 1022 | 0.7768 | 0.7529 | 0.7768 | 0.8814 |
563
+ | 0.1188 | 6.0592 | 1024 | 0.8030 | 0.7823 | 0.8030 | 0.8961 |
564
+ | 0.1188 | 6.0710 | 1026 | 0.8222 | 0.7823 | 0.8222 | 0.9067 |
565
+ | 0.1188 | 6.0828 | 1028 | 0.8089 | 0.7823 | 0.8089 | 0.8994 |
566
+ | 0.1188 | 6.0947 | 1030 | 0.7719 | 0.7823 | 0.7719 | 0.8786 |
567
+ | 0.1188 | 6.1065 | 1032 | 0.7183 | 0.7232 | 0.7183 | 0.8476 |
568
+ | 0.1188 | 6.1183 | 1034 | 0.6701 | 0.6842 | 0.6701 | 0.8186 |
569
+ | 0.1188 | 6.1302 | 1036 | 0.6604 | 0.5898 | 0.6604 | 0.8127 |
570
+ | 0.1188 | 6.1420 | 1038 | 0.6506 | 0.5898 | 0.6506 | 0.8066 |
571
+ | 0.1188 | 6.1538 | 1040 | 0.6407 | 0.6023 | 0.6407 | 0.8004 |
572
+ | 0.1188 | 6.1657 | 1042 | 0.6493 | 0.5933 | 0.6493 | 0.8058 |
573
+ | 0.1188 | 6.1775 | 1044 | 0.6723 | 0.5933 | 0.6723 | 0.8199 |
574
+ | 0.1188 | 6.1893 | 1046 | 0.7109 | 0.6915 | 0.7109 | 0.8431 |
575
+ | 0.1188 | 6.2012 | 1048 | 0.7599 | 0.7232 | 0.7599 | 0.8717 |
576
+ | 0.1188 | 6.2130 | 1050 | 0.8209 | 0.7823 | 0.8209 | 0.9060 |
577
+ | 0.1188 | 6.2249 | 1052 | 0.8585 | 0.7823 | 0.8585 | 0.9265 |
578
+ | 0.1188 | 6.2367 | 1054 | 0.8375 | 0.7823 | 0.8375 | 0.9152 |
579
+ | 0.1188 | 6.2485 | 1056 | 0.7889 | 0.7823 | 0.7889 | 0.8882 |
580
+ | 0.1188 | 6.2604 | 1058 | 0.7310 | 0.7823 | 0.7310 | 0.8550 |
581
+ | 0.1188 | 6.2722 | 1060 | 0.6684 | 0.7232 | 0.6684 | 0.8176 |
582
+ | 0.1188 | 6.2840 | 1062 | 0.6313 | 0.7232 | 0.6313 | 0.7946 |
583
+ | 0.1188 | 6.2959 | 1064 | 0.6432 | 0.7149 | 0.6432 | 0.8020 |
584
+ | 0.1188 | 6.3077 | 1066 | 0.6660 | 0.7149 | 0.6660 | 0.8161 |
585
+ | 0.1188 | 6.3195 | 1068 | 0.7005 | 0.7232 | 0.7005 | 0.8369 |
586
+ | 0.1188 | 6.3314 | 1070 | 0.7282 | 0.7037 | 0.7282 | 0.8534 |
587
+ | 0.1188 | 6.3432 | 1072 | 0.7530 | 0.7037 | 0.7530 | 0.8678 |
588
+ | 0.1188 | 6.3550 | 1074 | 0.7929 | 0.7037 | 0.7929 | 0.8904 |
589
+ | 0.1188 | 6.3669 | 1076 | 0.8176 | 0.7037 | 0.8176 | 0.9042 |
590
+ | 0.1188 | 6.3787 | 1078 | 0.8224 | 0.7037 | 0.8224 | 0.9068 |
591
+ | 0.1188 | 6.3905 | 1080 | 0.8200 | 0.7232 | 0.8200 | 0.9056 |
592
+ | 0.1188 | 6.4024 | 1082 | 0.8395 | 0.7823 | 0.8395 | 0.9162 |
593
+ | 0.1188 | 6.4142 | 1084 | 0.8706 | 0.7823 | 0.8706 | 0.9330 |
594
+ | 0.1188 | 6.4260 | 1086 | 0.8853 | 0.7823 | 0.8853 | 0.9409 |
595
+ | 0.1188 | 6.4379 | 1088 | 0.8492 | 0.7823 | 0.8492 | 0.9215 |
596
+ | 0.1188 | 6.4497 | 1090 | 0.7893 | 0.7823 | 0.7893 | 0.8884 |
597
+ | 0.1188 | 6.4615 | 1092 | 0.7569 | 0.7823 | 0.7569 | 0.8700 |
598
+ | 0.1188 | 6.4734 | 1094 | 0.7362 | 0.7823 | 0.7362 | 0.8580 |
599
+ | 0.1188 | 6.4852 | 1096 | 0.7122 | 0.7232 | 0.7122 | 0.8439 |
600
+ | 0.1188 | 6.4970 | 1098 | 0.7073 | 0.6915 | 0.7073 | 0.8410 |
601
+ | 0.1188 | 6.5089 | 1100 | 0.7248 | 0.6915 | 0.7248 | 0.8514 |
602
+ | 0.1188 | 6.5207 | 1102 | 0.7265 | 0.7232 | 0.7265 | 0.8523 |
603
+ | 0.1188 | 6.5325 | 1104 | 0.7317 | 0.7037 | 0.7317 | 0.8554 |
604
+ | 0.1188 | 6.5444 | 1106 | 0.7600 | 0.7232 | 0.7600 | 0.8718 |
605
+ | 0.1188 | 6.5562 | 1108 | 0.7999 | 0.7232 | 0.7999 | 0.8943 |
606
+ | 0.1188 | 6.5680 | 1110 | 0.8309 | 0.7232 | 0.8309 | 0.9116 |
607
+ | 0.1188 | 6.5799 | 1112 | 0.8086 | 0.7232 | 0.8086 | 0.8992 |
608
+ | 0.1188 | 6.5917 | 1114 | 0.8031 | 0.7232 | 0.8031 | 0.8961 |
609
+ | 0.1188 | 6.6036 | 1116 | 0.7967 | 0.7232 | 0.7967 | 0.8926 |
610
+ | 0.1188 | 6.6154 | 1118 | 0.7669 | 0.7232 | 0.7669 | 0.8757 |
611
+ | 0.1188 | 6.6272 | 1120 | 0.7773 | 0.7232 | 0.7773 | 0.8817 |
612
+ | 0.1188 | 6.6391 | 1122 | 0.7698 | 0.7232 | 0.7698 | 0.8774 |
613
+ | 0.1188 | 6.6509 | 1124 | 0.7430 | 0.7037 | 0.7430 | 0.8620 |
614
+ | 0.1188 | 6.6627 | 1126 | 0.7265 | 0.6962 | 0.7265 | 0.8523 |
615
+ | 0.1188 | 6.6746 | 1128 | 0.7429 | 0.7037 | 0.7429 | 0.8619 |
616
+ | 0.1188 | 6.6864 | 1130 | 0.7587 | 0.7037 | 0.7587 | 0.8710 |
617
+ | 0.1188 | 6.6982 | 1132 | 0.7484 | 0.7037 | 0.7484 | 0.8651 |
618
+ | 0.1188 | 6.7101 | 1134 | 0.6995 | 0.6962 | 0.6995 | 0.8363 |
619
+ | 0.1188 | 6.7219 | 1136 | 0.6720 | 0.7149 | 0.6720 | 0.8197 |
620
+ | 0.1188 | 6.7337 | 1138 | 0.6894 | 0.7149 | 0.6894 | 0.8303 |
621
+ | 0.1188 | 6.7456 | 1140 | 0.7153 | 0.7149 | 0.7153 | 0.8458 |
622
+ | 0.1188 | 6.7574 | 1142 | 0.7206 | 0.7232 | 0.7206 | 0.8489 |
623
+ | 0.1188 | 6.7692 | 1144 | 0.7205 | 0.7232 | 0.7205 | 0.8489 |
624
+ | 0.1188 | 6.7811 | 1146 | 0.7084 | 0.7232 | 0.7084 | 0.8416 |
625
+ | 0.1188 | 6.7929 | 1148 | 0.6799 | 0.7149 | 0.6799 | 0.8246 |
626
+ | 0.1188 | 6.8047 | 1150 | 0.6754 | 0.7232 | 0.6754 | 0.8218 |
627
+ | 0.1188 | 6.8166 | 1152 | 0.6665 | 0.7232 | 0.6665 | 0.8164 |
628
+ | 0.1188 | 6.8284 | 1154 | 0.6875 | 0.7037 | 0.6875 | 0.8292 |
629
+ | 0.1188 | 6.8402 | 1156 | 0.6700 | 0.6962 | 0.6700 | 0.8185 |
630
+ | 0.1188 | 6.8521 | 1158 | 0.6539 | 0.6648 | 0.6539 | 0.8087 |
631
+ | 0.1188 | 6.8639 | 1160 | 0.6477 | 0.6648 | 0.6477 | 0.8048 |
632
+ | 0.1188 | 6.8757 | 1162 | 0.6692 | 0.6712 | 0.6692 | 0.8180 |
633
+ | 0.1188 | 6.8876 | 1164 | 0.7072 | 0.7037 | 0.7072 | 0.8409 |
634
+ | 0.1188 | 6.8994 | 1166 | 0.7645 | 0.7037 | 0.7645 | 0.8744 |
635
+ | 0.1188 | 6.9112 | 1168 | 0.8244 | 0.7232 | 0.8244 | 0.9080 |
636
+ | 0.1188 | 6.9231 | 1170 | 0.8905 | 0.7332 | 0.8905 | 0.9437 |
637
+ | 0.1188 | 6.9349 | 1172 | 0.9132 | 0.7332 | 0.9132 | 0.9556 |
638
+ | 0.1188 | 6.9467 | 1174 | 0.8644 | 0.7823 | 0.8644 | 0.9297 |
639
+ | 0.1188 | 6.9586 | 1176 | 0.8433 | 0.7232 | 0.8433 | 0.9183 |
640
+ | 0.1188 | 6.9704 | 1178 | 0.8455 | 0.7232 | 0.8455 | 0.9195 |
641
+ | 0.1188 | 6.9822 | 1180 | 0.8353 | 0.7232 | 0.8353 | 0.9140 |
642
+ | 0.1188 | 6.9941 | 1182 | 0.7987 | 0.7037 | 0.7987 | 0.8937 |
643
+ | 0.1188 | 7.0059 | 1184 | 0.7473 | 0.6712 | 0.7473 | 0.8645 |
644
+ | 0.1188 | 7.0178 | 1186 | 0.6877 | 0.6648 | 0.6877 | 0.8293 |
645
+ | 0.1188 | 7.0296 | 1188 | 0.6502 | 0.6261 | 0.6502 | 0.8063 |
646
+ | 0.1188 | 7.0414 | 1190 | 0.6366 | 0.6595 | 0.6366 | 0.7979 |
647
+ | 0.1188 | 7.0533 | 1192 | 0.6337 | 0.7263 | 0.6337 | 0.7961 |
648
+ | 0.1188 | 7.0651 | 1194 | 0.6593 | 0.7263 | 0.6593 | 0.8120 |
649
+ | 0.1188 | 7.0769 | 1196 | 0.6925 | 0.7263 | 0.6925 | 0.8321 |
650
+ | 0.1188 | 7.0888 | 1198 | 0.7401 | 0.7823 | 0.7401 | 0.8603 |
651
+ | 0.1188 | 7.1006 | 1200 | 0.7896 | 0.7823 | 0.7896 | 0.8886 |
652
+ | 0.1188 | 7.1124 | 1202 | 0.8073 | 0.7823 | 0.8073 | 0.8985 |
653
+ | 0.1188 | 7.1243 | 1204 | 0.7807 | 0.7823 | 0.7807 | 0.8836 |
654
+ | 0.1188 | 7.1361 | 1206 | 0.7260 | 0.8235 | 0.7260 | 0.8520 |
655
+ | 0.1188 | 7.1479 | 1208 | 0.6880 | 0.7618 | 0.6880 | 0.8294 |
656
+ | 0.1188 | 7.1598 | 1210 | 0.6433 | 0.7533 | 0.6433 | 0.8021 |
657
+ | 0.1188 | 7.1716 | 1212 | 0.6349 | 0.7533 | 0.6349 | 0.7968 |
658
+ | 0.1188 | 7.1834 | 1214 | 0.6490 | 0.8025 | 0.6490 | 0.8056 |
659
+ | 0.1188 | 7.1953 | 1216 | 0.6705 | 0.8025 | 0.6705 | 0.8188 |
660
+ | 0.1188 | 7.2071 | 1218 | 0.7069 | 0.8025 | 0.7069 | 0.8408 |
661
+ | 0.1188 | 7.2189 | 1220 | 0.7546 | 0.7924 | 0.7546 | 0.8687 |
662
+ | 0.1188 | 7.2308 | 1222 | 0.8039 | 0.7921 | 0.8039 | 0.8966 |
663
+ | 0.1188 | 7.2426 | 1224 | 0.8531 | 0.7921 | 0.8531 | 0.9236 |
664
+ | 0.1188 | 7.2544 | 1226 | 0.8506 | 0.7685 | 0.8506 | 0.9223 |
665
+ | 0.1188 | 7.2663 | 1228 | 0.8282 | 0.7921 | 0.8282 | 0.9101 |
666
+ | 0.1188 | 7.2781 | 1230 | 0.7804 | 0.8019 | 0.7804 | 0.8834 |
667
+ | 0.1188 | 7.2899 | 1232 | 0.7401 | 0.7618 | 0.7401 | 0.8603 |
668
+ | 0.1188 | 7.3018 | 1234 | 0.6929 | 0.7449 | 0.6929 | 0.8324 |
669
+ | 0.1188 | 7.3136 | 1236 | 0.6615 | 0.7449 | 0.6615 | 0.8133 |
670
+ | 0.1188 | 7.3254 | 1238 | 0.6694 | 0.7449 | 0.6694 | 0.8182 |
671
+ | 0.1188 | 7.3373 | 1240 | 0.6807 | 0.7449 | 0.6807 | 0.8250 |
672
+ | 0.1188 | 7.3491 | 1242 | 0.7030 | 0.7449 | 0.7030 | 0.8385 |
673
+ | 0.1188 | 7.3609 | 1244 | 0.7429 | 0.7534 | 0.7429 | 0.8619 |
674
+ | 0.1188 | 7.3728 | 1246 | 0.7925 | 0.7037 | 0.7925 | 0.8903 |
675
+ | 0.1188 | 7.3846 | 1248 | 0.8578 | 0.7823 | 0.8578 | 0.9262 |
676
+ | 0.1188 | 7.3964 | 1250 | 0.9117 | 0.7823 | 0.9117 | 0.9548 |
677
+ | 0.1188 | 7.4083 | 1252 | 0.9720 | 0.7025 | 0.9720 | 0.9859 |
678
+ | 0.1188 | 7.4201 | 1254 | 0.9855 | 0.7025 | 0.9855 | 0.9927 |
679
+ | 0.1188 | 7.4320 | 1256 | 0.9416 | 0.7823 | 0.9416 | 0.9704 |
680
+ | 0.1188 | 7.4438 | 1258 | 0.8603 | 0.7232 | 0.8603 | 0.9275 |
681
+ | 0.1188 | 7.4556 | 1260 | 0.7589 | 0.7037 | 0.7589 | 0.8712 |
682
+ | 0.1188 | 7.4675 | 1262 | 0.6858 | 0.6962 | 0.6858 | 0.8281 |
683
+ | 0.1188 | 7.4793 | 1264 | 0.6653 | 0.6962 | 0.6653 | 0.8156 |
684
+ | 0.1188 | 7.4911 | 1266 | 0.6769 | 0.6962 | 0.6769 | 0.8227 |
685
+ | 0.1188 | 7.5030 | 1268 | 0.7159 | 0.7037 | 0.7159 | 0.8461 |
686
+ | 0.1188 | 7.5148 | 1270 | 0.7958 | 0.7037 | 0.7958 | 0.8921 |
687
+ | 0.1188 | 7.5266 | 1272 | 0.8573 | 0.7037 | 0.8573 | 0.9259 |
688
+ | 0.1188 | 7.5385 | 1274 | 0.8840 | 0.6706 | 0.8840 | 0.9402 |
689
+ | 0.1188 | 7.5503 | 1276 | 0.9236 | 0.6909 | 0.9236 | 0.9610 |
690
+ | 0.1188 | 7.5621 | 1278 | 0.9506 | 0.7525 | 0.9506 | 0.9750 |
691
+ | 0.1188 | 7.5740 | 1280 | 0.9869 | 0.7631 | 0.9869 | 0.9935 |
692
+ | 0.1188 | 7.5858 | 1282 | 0.9677 | 0.7525 | 0.9677 | 0.9837 |
693
+ | 0.1188 | 7.5976 | 1284 | 0.9343 | 0.7525 | 0.9343 | 0.9666 |
694
+ | 0.1188 | 7.6095 | 1286 | 0.8781 | 0.7232 | 0.8781 | 0.9371 |
695
+ | 0.1188 | 7.6213 | 1288 | 0.8135 | 0.7232 | 0.8135 | 0.9019 |
696
+ | 0.1188 | 7.6331 | 1290 | 0.7317 | 0.7037 | 0.7317 | 0.8554 |
697
+ | 0.1188 | 7.6450 | 1292 | 0.6766 | 0.6962 | 0.6766 | 0.8226 |
698
+ | 0.1188 | 7.6568 | 1294 | 0.6575 | 0.6962 | 0.6575 | 0.8109 |
699
+ | 0.1188 | 7.6686 | 1296 | 0.6697 | 0.6962 | 0.6697 | 0.8183 |
700
+ | 0.1188 | 7.6805 | 1298 | 0.6887 | 0.6962 | 0.6887 | 0.8299 |
701
+ | 0.1188 | 7.6923 | 1300 | 0.7161 | 0.6962 | 0.7161 | 0.8462 |
702
+ | 0.1188 | 7.7041 | 1302 | 0.7402 | 0.7037 | 0.7402 | 0.8604 |
703
+ | 0.1188 | 7.7160 | 1304 | 0.7446 | 0.7037 | 0.7446 | 0.8629 |
704
+ | 0.1188 | 7.7278 | 1306 | 0.7462 | 0.7037 | 0.7462 | 0.8638 |
705
+ | 0.1188 | 7.7396 | 1308 | 0.7315 | 0.7037 | 0.7315 | 0.8553 |
706
+ | 0.1188 | 7.7515 | 1310 | 0.7197 | 0.7037 | 0.7197 | 0.8483 |
707
+ | 0.1188 | 7.7633 | 1312 | 0.7088 | 0.6962 | 0.7088 | 0.8419 |
708
+ | 0.1188 | 7.7751 | 1314 | 0.7099 | 0.6962 | 0.7099 | 0.8425 |
709
+ | 0.1188 | 7.7870 | 1316 | 0.7092 | 0.6962 | 0.7092 | 0.8421 |
710
+ | 0.1188 | 7.7988 | 1318 | 0.7105 | 0.7149 | 0.7105 | 0.8429 |
711
+ | 0.1188 | 7.8107 | 1320 | 0.6880 | 0.7149 | 0.6880 | 0.8295 |
712
+ | 0.1188 | 7.8225 | 1322 | 0.6793 | 0.7149 | 0.6793 | 0.8242 |
713
+ | 0.1188 | 7.8343 | 1324 | 0.6669 | 0.7439 | 0.6669 | 0.8166 |
714
+ | 0.1188 | 7.8462 | 1326 | 0.6723 | 0.8235 | 0.6723 | 0.8200 |
715
+ | 0.1188 | 7.8580 | 1328 | 0.6781 | 0.8235 | 0.6781 | 0.8235 |
716
+ | 0.1188 | 7.8698 | 1330 | 0.6668 | 0.7708 | 0.6668 | 0.8166 |
717
+ | 0.1188 | 7.8817 | 1332 | 0.6507 | 0.8235 | 0.6507 | 0.8067 |
718
+ | 0.1188 | 7.8935 | 1334 | 0.6350 | 0.8235 | 0.6350 | 0.7969 |
719
+ | 0.1188 | 7.9053 | 1336 | 0.6311 | 0.8235 | 0.6311 | 0.7944 |
720
+ | 0.1188 | 7.9172 | 1338 | 0.6351 | 0.7708 | 0.6351 | 0.7970 |
721
+ | 0.1188 | 7.9290 | 1340 | 0.6313 | 0.7708 | 0.6313 | 0.7945 |
722
+ | 0.1188 | 7.9408 | 1342 | 0.6398 | 0.7708 | 0.6398 | 0.7999 |
723
+ | 0.1188 | 7.9527 | 1344 | 0.6519 | 0.7708 | 0.6519 | 0.8074 |
724
+ | 0.1188 | 7.9645 | 1346 | 0.6571 | 0.7708 | 0.6571 | 0.8106 |
725
+ | 0.1188 | 7.9763 | 1348 | 0.6622 | 0.7439 | 0.6622 | 0.8138 |
726
+ | 0.1188 | 7.9882 | 1350 | 0.6516 | 0.7439 | 0.6516 | 0.8072 |
727
+ | 0.1188 | 8.0 | 1352 | 0.6400 | 0.7439 | 0.6400 | 0.8000 |
728
+ | 0.1188 | 8.0118 | 1354 | 0.6275 | 0.7443 | 0.6275 | 0.7922 |
729
+ | 0.1188 | 8.0237 | 1356 | 0.6285 | 0.7443 | 0.6285 | 0.7928 |
730
+ | 0.1188 | 8.0355 | 1358 | 0.6464 | 0.7708 | 0.6464 | 0.8040 |
731
+ | 0.1188 | 8.0473 | 1360 | 0.6687 | 0.7708 | 0.6687 | 0.8177 |
732
+ | 0.1188 | 8.0592 | 1362 | 0.6877 | 0.7708 | 0.6877 | 0.8293 |
733
+ | 0.1188 | 8.0710 | 1364 | 0.7176 | 0.7439 | 0.7176 | 0.8471 |
734
+ | 0.1188 | 8.0828 | 1366 | 0.7280 | 0.7439 | 0.7280 | 0.8532 |
735
+ | 0.1188 | 8.0947 | 1368 | 0.7224 | 0.7708 | 0.7224 | 0.8500 |
736
+ | 0.1188 | 8.1065 | 1370 | 0.7003 | 0.7708 | 0.7003 | 0.8368 |
737
+ | 0.1188 | 8.1183 | 1372 | 0.6761 | 0.7708 | 0.6761 | 0.8222 |
738
+ | 0.1188 | 8.1302 | 1374 | 0.6529 | 0.7618 | 0.6529 | 0.8080 |
739
+ | 0.1188 | 8.1420 | 1376 | 0.6223 | 0.7449 | 0.6223 | 0.7889 |
740
+ | 0.1188 | 8.1538 | 1378 | 0.6033 | 0.7449 | 0.6033 | 0.7767 |
741
+ | 0.1188 | 8.1657 | 1380 | 0.5940 | 0.7449 | 0.5940 | 0.7707 |
742
+ | 0.1188 | 8.1775 | 1382 | 0.6041 | 0.7449 | 0.6041 | 0.7772 |
743
+ | 0.1188 | 8.1893 | 1384 | 0.6150 | 0.7449 | 0.6150 | 0.7842 |
744
+ | 0.1188 | 8.2012 | 1386 | 0.6188 | 0.7449 | 0.6188 | 0.7866 |
745
+ | 0.1188 | 8.2130 | 1388 | 0.6194 | 0.7449 | 0.6194 | 0.7870 |
746
+ | 0.1188 | 8.2249 | 1390 | 0.6268 | 0.7449 | 0.6268 | 0.7917 |
747
+ | 0.1188 | 8.2367 | 1392 | 0.6307 | 0.7618 | 0.6307 | 0.7941 |
748
+ | 0.1188 | 8.2485 | 1394 | 0.6284 | 0.7449 | 0.6284 | 0.7927 |
749
+ | 0.1188 | 8.2604 | 1396 | 0.6211 | 0.7449 | 0.6211 | 0.7881 |
750
+ | 0.1188 | 8.2722 | 1398 | 0.6198 | 0.7449 | 0.6198 | 0.7873 |
751
+ | 0.1188 | 8.2840 | 1400 | 0.6341 | 0.7449 | 0.6341 | 0.7963 |
752
+ | 0.1188 | 8.2959 | 1402 | 0.6647 | 0.7708 | 0.6647 | 0.8153 |
753
+ | 0.1188 | 8.3077 | 1404 | 0.7194 | 0.7708 | 0.7194 | 0.8482 |
754
+ | 0.1188 | 8.3195 | 1406 | 0.7607 | 0.7439 | 0.7607 | 0.8722 |
755
+ | 0.1188 | 8.3314 | 1408 | 0.7945 | 0.7986 | 0.7945 | 0.8913 |
756
+ | 0.1188 | 8.3432 | 1410 | 0.8072 | 0.7717 | 0.8072 | 0.8985 |
757
+ | 0.1188 | 8.3550 | 1412 | 0.7982 | 0.7717 | 0.7982 | 0.8934 |
758
+ | 0.1188 | 8.3669 | 1414 | 0.7802 | 0.7439 | 0.7802 | 0.8833 |
759
+ | 0.1188 | 8.3787 | 1416 | 0.7651 | 0.7439 | 0.7651 | 0.8747 |
760
+ | 0.1188 | 8.3905 | 1418 | 0.7573 | 0.7439 | 0.7573 | 0.8702 |
761
+ | 0.1188 | 8.4024 | 1420 | 0.7530 | 0.7439 | 0.7530 | 0.8678 |
762
+ | 0.1188 | 8.4142 | 1422 | 0.7581 | 0.7149 | 0.7581 | 0.8707 |
763
+ | 0.1188 | 8.4260 | 1424 | 0.7556 | 0.7149 | 0.7556 | 0.8692 |
764
+ | 0.1188 | 8.4379 | 1426 | 0.7467 | 0.6962 | 0.7467 | 0.8641 |
765
+ | 0.1188 | 8.4497 | 1428 | 0.7294 | 0.7258 | 0.7294 | 0.8540 |
766
+ | 0.1188 | 8.4615 | 1430 | 0.7060 | 0.7258 | 0.7060 | 0.8403 |
767
+ | 0.1188 | 8.4734 | 1432 | 0.6906 | 0.7258 | 0.6906 | 0.8310 |
768
+ | 0.1188 | 8.4852 | 1434 | 0.7016 | 0.7258 | 0.7016 | 0.8376 |
769
+ | 0.1188 | 8.4970 | 1436 | 0.7315 | 0.7149 | 0.7315 | 0.8553 |
770
+ | 0.1188 | 8.5089 | 1438 | 0.7638 | 0.7149 | 0.7638 | 0.8739 |
771
+ | 0.1188 | 8.5207 | 1440 | 0.7850 | 0.7717 | 0.7850 | 0.8860 |
772
+ | 0.1188 | 8.5325 | 1442 | 0.8024 | 0.7717 | 0.8024 | 0.8958 |
773
+ | 0.1188 | 8.5444 | 1444 | 0.8208 | 0.7717 | 0.8208 | 0.9060 |
774
+ | 0.1188 | 8.5562 | 1446 | 0.8335 | 0.7717 | 0.8335 | 0.9130 |
775
+ | 0.1188 | 8.5680 | 1448 | 0.8186 | 0.7149 | 0.8186 | 0.9047 |
776
+ | 0.1188 | 8.5799 | 1450 | 0.7791 | 0.7149 | 0.7791 | 0.8827 |
777
+ | 0.1188 | 8.5917 | 1452 | 0.7575 | 0.6962 | 0.7575 | 0.8703 |
778
+ | 0.1188 | 8.6036 | 1454 | 0.7385 | 0.6962 | 0.7385 | 0.8594 |
779
+ | 0.1188 | 8.6154 | 1456 | 0.7366 | 0.6962 | 0.7366 | 0.8582 |
780
+ | 0.1188 | 8.6272 | 1458 | 0.7402 | 0.6962 | 0.7402 | 0.8603 |
781
+ | 0.1188 | 8.6391 | 1460 | 0.7474 | 0.6962 | 0.7474 | 0.8645 |
782
+ | 0.1188 | 8.6509 | 1462 | 0.7442 | 0.6962 | 0.7442 | 0.8627 |
783
+ | 0.1188 | 8.6627 | 1464 | 0.7454 | 0.6962 | 0.7454 | 0.8634 |
784
+ | 0.1188 | 8.6746 | 1466 | 0.7218 | 0.6962 | 0.7218 | 0.8496 |
785
+ | 0.1188 | 8.6864 | 1468 | 0.7161 | 0.6962 | 0.7161 | 0.8462 |
786
+ | 0.1188 | 8.6982 | 1470 | 0.7288 | 0.7149 | 0.7288 | 0.8537 |
787
+ | 0.1188 | 8.7101 | 1472 | 0.7350 | 0.7149 | 0.7350 | 0.8573 |
788
+ | 0.1188 | 8.7219 | 1474 | 0.7352 | 0.7149 | 0.7352 | 0.8574 |
789
+ | 0.1188 | 8.7337 | 1476 | 0.7284 | 0.7149 | 0.7284 | 0.8534 |
790
+ | 0.1188 | 8.7456 | 1478 | 0.7256 | 0.7149 | 0.7256 | 0.8518 |
791
+ | 0.1188 | 8.7574 | 1480 | 0.7219 | 0.6962 | 0.7219 | 0.8497 |
792
+ | 0.1188 | 8.7692 | 1482 | 0.7206 | 0.6962 | 0.7206 | 0.8489 |
793
+ | 0.1188 | 8.7811 | 1484 | 0.7226 | 0.6962 | 0.7226 | 0.8500 |
794
+ | 0.1188 | 8.7929 | 1486 | 0.7068 | 0.6962 | 0.7068 | 0.8407 |
795
+ | 0.1188 | 8.8047 | 1488 | 0.7055 | 0.6962 | 0.7055 | 0.8400 |
796
+ | 0.1188 | 8.8166 | 1490 | 0.6981 | 0.6962 | 0.6981 | 0.8355 |
797
+ | 0.1188 | 8.8284 | 1492 | 0.7005 | 0.6962 | 0.7005 | 0.8370 |
798
+ | 0.1188 | 8.8402 | 1494 | 0.7163 | 0.6962 | 0.7163 | 0.8463 |
799
+ | 0.1188 | 8.8521 | 1496 | 0.7363 | 0.6962 | 0.7363 | 0.8581 |
800
+ | 0.1188 | 8.8639 | 1498 | 0.7508 | 0.6962 | 0.7508 | 0.8665 |
801
+ | 0.0685 | 8.8757 | 1500 | 0.7656 | 0.6962 | 0.7656 | 0.8750 |
802
+ | 0.0685 | 8.8876 | 1502 | 0.7769 | 0.6962 | 0.7769 | 0.8814 |
803
+ | 0.0685 | 8.8994 | 1504 | 0.7734 | 0.6962 | 0.7734 | 0.8794 |
804
+ | 0.0685 | 8.9112 | 1506 | 0.7559 | 0.6962 | 0.7559 | 0.8694 |
805
+ | 0.0685 | 8.9231 | 1508 | 0.7512 | 0.6962 | 0.7512 | 0.8667 |
806
+ | 0.0685 | 8.9349 | 1510 | 0.7529 | 0.6962 | 0.7529 | 0.8677 |
807
+ | 0.0685 | 8.9467 | 1512 | 0.7650 | 0.6962 | 0.7650 | 0.8746 |
808
+ | 0.0685 | 8.9586 | 1514 | 0.7835 | 0.6962 | 0.7835 | 0.8852 |
809
+ | 0.0685 | 8.9704 | 1516 | 0.8020 | 0.7149 | 0.8020 | 0.8956 |
810
+ | 0.0685 | 8.9822 | 1518 | 0.8066 | 0.7149 | 0.8066 | 0.8981 |
811
+ | 0.0685 | 8.9941 | 1520 | 0.8026 | 0.7149 | 0.8026 | 0.8959 |
812
+ | 0.0685 | 9.0059 | 1522 | 0.7972 | 0.7149 | 0.7972 | 0.8929 |
813
+ | 0.0685 | 9.0178 | 1524 | 0.7968 | 0.7149 | 0.7968 | 0.8926 |
814
+ | 0.0685 | 9.0296 | 1526 | 0.7916 | 0.7149 | 0.7916 | 0.8897 |
815
+ | 0.0685 | 9.0414 | 1528 | 0.7790 | 0.7149 | 0.7790 | 0.8826 |
816
+ | 0.0685 | 9.0533 | 1530 | 0.7634 | 0.7149 | 0.7634 | 0.8737 |
817
+ | 0.0685 | 9.0651 | 1532 | 0.7465 | 0.7439 | 0.7465 | 0.8640 |
818
+ | 0.0685 | 9.0769 | 1534 | 0.7447 | 0.7439 | 0.7447 | 0.8630 |
819
+ | 0.0685 | 9.0888 | 1536 | 0.7401 | 0.7439 | 0.7401 | 0.8603 |
820
+ | 0.0685 | 9.1006 | 1538 | 0.7410 | 0.7439 | 0.7410 | 0.8608 |
821
+ | 0.0685 | 9.1124 | 1540 | 0.7519 | 0.7986 | 0.7519 | 0.8671 |
822
+ | 0.0685 | 9.1243 | 1542 | 0.7586 | 0.7986 | 0.7586 | 0.8710 |
823
+ | 0.0685 | 9.1361 | 1544 | 0.7753 | 0.7986 | 0.7753 | 0.8805 |
824
+ | 0.0685 | 9.1479 | 1546 | 0.7929 | 0.7986 | 0.7929 | 0.8905 |
825
+ | 0.0685 | 9.1598 | 1548 | 0.8015 | 0.7986 | 0.8015 | 0.8952 |
826
+ | 0.0685 | 9.1716 | 1550 | 0.7969 | 0.7717 | 0.7969 | 0.8927 |
827
+ | 0.0685 | 9.1834 | 1552 | 0.7867 | 0.7717 | 0.7867 | 0.8869 |
828
+ | 0.0685 | 9.1953 | 1554 | 0.7813 | 0.7717 | 0.7813 | 0.8839 |
829
+ | 0.0685 | 9.2071 | 1556 | 0.7780 | 0.7717 | 0.7780 | 0.8821 |
830
+ | 0.0685 | 9.2189 | 1558 | 0.7786 | 0.7717 | 0.7786 | 0.8824 |
831
+ | 0.0685 | 9.2308 | 1560 | 0.7774 | 0.7717 | 0.7774 | 0.8817 |
832
+ | 0.0685 | 9.2426 | 1562 | 0.7765 | 0.7149 | 0.7765 | 0.8812 |
833
+ | 0.0685 | 9.2544 | 1564 | 0.7852 | 0.7149 | 0.7852 | 0.8861 |
834
+ | 0.0685 | 9.2663 | 1566 | 0.7937 | 0.7149 | 0.7937 | 0.8909 |
835
+ | 0.0685 | 9.2781 | 1568 | 0.7985 | 0.7149 | 0.7985 | 0.8936 |
836
+ | 0.0685 | 9.2899 | 1570 | 0.7996 | 0.7149 | 0.7996 | 0.8942 |
837
+ | 0.0685 | 9.3018 | 1572 | 0.7859 | 0.7149 | 0.7859 | 0.8865 |
838
+ | 0.0685 | 9.3136 | 1574 | 0.7702 | 0.6962 | 0.7702 | 0.8776 |
839
+ | 0.0685 | 9.3254 | 1576 | 0.7580 | 0.6962 | 0.7580 | 0.8706 |
840
+ | 0.0685 | 9.3373 | 1578 | 0.7523 | 0.6962 | 0.7523 | 0.8674 |
841
+ | 0.0685 | 9.3491 | 1580 | 0.7503 | 0.6962 | 0.7503 | 0.8662 |
842
+ | 0.0685 | 9.3609 | 1582 | 0.7570 | 0.6962 | 0.7570 | 0.8700 |
843
+ | 0.0685 | 9.3728 | 1584 | 0.7705 | 0.7149 | 0.7705 | 0.8778 |
844
+ | 0.0685 | 9.3846 | 1586 | 0.7796 | 0.7149 | 0.7796 | 0.8829 |
845
+ | 0.0685 | 9.3964 | 1588 | 0.7841 | 0.7149 | 0.7841 | 0.8855 |
846
+ | 0.0685 | 9.4083 | 1590 | 0.7852 | 0.7149 | 0.7852 | 0.8861 |
847
+ | 0.0685 | 9.4201 | 1592 | 0.7803 | 0.7149 | 0.7803 | 0.8833 |
848
+ | 0.0685 | 9.4320 | 1594 | 0.7717 | 0.7149 | 0.7717 | 0.8785 |
849
+ | 0.0685 | 9.4438 | 1596 | 0.7658 | 0.7149 | 0.7658 | 0.8751 |
850
+ | 0.0685 | 9.4556 | 1598 | 0.7583 | 0.7149 | 0.7583 | 0.8708 |
851
+ | 0.0685 | 9.4675 | 1600 | 0.7474 | 0.7149 | 0.7474 | 0.8645 |
852
+ | 0.0685 | 9.4793 | 1602 | 0.7407 | 0.7149 | 0.7407 | 0.8606 |
853
+ | 0.0685 | 9.4911 | 1604 | 0.7321 | 0.6962 | 0.7321 | 0.8556 |
854
+ | 0.0685 | 9.5030 | 1606 | 0.7228 | 0.6962 | 0.7228 | 0.8502 |
855
+ | 0.0685 | 9.5148 | 1608 | 0.7201 | 0.6962 | 0.7201 | 0.8486 |
856
+ | 0.0685 | 9.5266 | 1610 | 0.7164 | 0.6962 | 0.7164 | 0.8464 |
857
+ | 0.0685 | 9.5385 | 1612 | 0.7169 | 0.6962 | 0.7169 | 0.8467 |
858
+ | 0.0685 | 9.5503 | 1614 | 0.7234 | 0.6962 | 0.7234 | 0.8505 |
859
+ | 0.0685 | 9.5621 | 1616 | 0.7269 | 0.6962 | 0.7269 | 0.8526 |
860
+ | 0.0685 | 9.5740 | 1618 | 0.7323 | 0.6962 | 0.7323 | 0.8557 |
861
+ | 0.0685 | 9.5858 | 1620 | 0.7414 | 0.7149 | 0.7414 | 0.8610 |
862
+ | 0.0685 | 9.5976 | 1622 | 0.7504 | 0.7149 | 0.7504 | 0.8663 |
863
+ | 0.0685 | 9.6095 | 1624 | 0.7518 | 0.7149 | 0.7518 | 0.8670 |
864
+ | 0.0685 | 9.6213 | 1626 | 0.7517 | 0.7149 | 0.7517 | 0.8670 |
865
+ | 0.0685 | 9.6331 | 1628 | 0.7535 | 0.7149 | 0.7535 | 0.8681 |
866
+ | 0.0685 | 9.6450 | 1630 | 0.7530 | 0.7149 | 0.7530 | 0.8678 |
867
+ | 0.0685 | 9.6568 | 1632 | 0.7525 | 0.7149 | 0.7525 | 0.8675 |
868
+ | 0.0685 | 9.6686 | 1634 | 0.7520 | 0.7149 | 0.7520 | 0.8672 |
869
+ | 0.0685 | 9.6805 | 1636 | 0.7476 | 0.7149 | 0.7476 | 0.8646 |
870
+ | 0.0685 | 9.6923 | 1638 | 0.7443 | 0.7149 | 0.7443 | 0.8627 |
871
+ | 0.0685 | 9.7041 | 1640 | 0.7424 | 0.7149 | 0.7424 | 0.8616 |
872
+ | 0.0685 | 9.7160 | 1642 | 0.7418 | 0.7149 | 0.7418 | 0.8612 |
873
+ | 0.0685 | 9.7278 | 1644 | 0.7408 | 0.6962 | 0.7408 | 0.8607 |
874
+ | 0.0685 | 9.7396 | 1646 | 0.7438 | 0.7149 | 0.7438 | 0.8624 |
875
+ | 0.0685 | 9.7515 | 1648 | 0.7449 | 0.7149 | 0.7449 | 0.8631 |
876
+ | 0.0685 | 9.7633 | 1650 | 0.7465 | 0.7149 | 0.7465 | 0.8640 |
877
+ | 0.0685 | 9.7751 | 1652 | 0.7487 | 0.7149 | 0.7487 | 0.8653 |
878
+ | 0.0685 | 9.7870 | 1654 | 0.7513 | 0.7149 | 0.7513 | 0.8668 |
879
+ | 0.0685 | 9.7988 | 1656 | 0.7524 | 0.7149 | 0.7524 | 0.8674 |
880
+ | 0.0685 | 9.8107 | 1658 | 0.7528 | 0.7149 | 0.7528 | 0.8676 |
881
+ | 0.0685 | 9.8225 | 1660 | 0.7535 | 0.7149 | 0.7535 | 0.8680 |
882
+ | 0.0685 | 9.8343 | 1662 | 0.7544 | 0.7149 | 0.7544 | 0.8685 |
883
+ | 0.0685 | 9.8462 | 1664 | 0.7547 | 0.7149 | 0.7547 | 0.8687 |
884
+ | 0.0685 | 9.8580 | 1666 | 0.7538 | 0.7149 | 0.7538 | 0.8682 |
885
+ | 0.0685 | 9.8698 | 1668 | 0.7523 | 0.7149 | 0.7523 | 0.8673 |
886
+ | 0.0685 | 9.8817 | 1670 | 0.7524 | 0.7149 | 0.7524 | 0.8674 |
887
+ | 0.0685 | 9.8935 | 1672 | 0.7538 | 0.7149 | 0.7538 | 0.8682 |
888
+ | 0.0685 | 9.9053 | 1674 | 0.7545 | 0.7149 | 0.7545 | 0.8686 |
889
+ | 0.0685 | 9.9172 | 1676 | 0.7544 | 0.7149 | 0.7544 | 0.8686 |
890
+ | 0.0685 | 9.9290 | 1678 | 0.7550 | 0.7149 | 0.7550 | 0.8689 |
891
+ | 0.0685 | 9.9408 | 1680 | 0.7555 | 0.7149 | 0.7555 | 0.8692 |
892
+ | 0.0685 | 9.9527 | 1682 | 0.7564 | 0.7149 | 0.7564 | 0.8697 |
893
+ | 0.0685 | 9.9645 | 1684 | 0.7573 | 0.7149 | 0.7573 | 0.8702 |
894
+ | 0.0685 | 9.9763 | 1686 | 0.7576 | 0.7149 | 0.7576 | 0.8704 |
895
+ | 0.0685 | 9.9882 | 1688 | 0.7578 | 0.7149 | 0.7578 | 0.8705 |
896
+ | 0.0685 | 10.0 | 1690 | 0.7578 | 0.7149 | 0.7578 | 0.8705 |
897
+
898
+
899
+ ### Framework versions
900
+
901
+ - Transformers 4.44.2
902
+ - Pytorch 2.4.0+cu118
903
+ - Datasets 2.21.0
904
+ - Tokenizers 0.19.1
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