Training in progress, step 500
Browse files- README.md +564 -0
- config.json +32 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
README.md
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| 1 |
+
---
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| 2 |
+
library_name: transformers
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| 3 |
+
base_model: aubmindlab/bert-base-arabertv02
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| 4 |
+
tags:
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| 5 |
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- generated_from_trainer
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| 6 |
+
model-index:
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| 7 |
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- name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task7_organization
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| 8 |
+
results: []
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| 9 |
+
---
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| 10 |
+
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| 11 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 12 |
+
should probably proofread and complete it, then remove this comment. -->
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| 13 |
+
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| 14 |
+
# ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task7_organization
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| 15 |
+
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| 16 |
+
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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| 17 |
+
It achieves the following results on the evaluation set:
|
| 18 |
+
- Loss: 0.7836
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| 19 |
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- Qwk: 0.3716
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| 20 |
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- Mse: 0.7836
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| 21 |
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- Rmse: 0.8852
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| 22 |
+
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| 23 |
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## Model description
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| 24 |
+
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| 25 |
+
More information needed
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| 26 |
+
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| 27 |
+
## Intended uses & limitations
|
| 28 |
+
|
| 29 |
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More information needed
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| 30 |
+
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| 31 |
+
## Training and evaluation data
|
| 32 |
+
|
| 33 |
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More information needed
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| 34 |
+
|
| 35 |
+
## Training procedure
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| 36 |
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| 37 |
+
### Training hyperparameters
|
| 38 |
+
|
| 39 |
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The following hyperparameters were used during training:
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| 40 |
+
- learning_rate: 2e-05
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| 41 |
+
- train_batch_size: 8
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| 42 |
+
- eval_batch_size: 8
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| 43 |
+
- seed: 42
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| 44 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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| 45 |
+
- lr_scheduler_type: linear
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| 46 |
+
- num_epochs: 100
|
| 47 |
+
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| 48 |
+
### Training results
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| 49 |
+
|
| 50 |
+
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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| 51 |
+
|:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
|
| 52 |
+
| No log | 0.1333 | 2 | 2.5942 | -0.0729 | 2.5942 | 1.6106 |
|
| 53 |
+
| No log | 0.2667 | 4 | 1.3765 | 0.1001 | 1.3765 | 1.1732 |
|
| 54 |
+
| No log | 0.4 | 6 | 0.7327 | 0.2494 | 0.7327 | 0.8560 |
|
| 55 |
+
| No log | 0.5333 | 8 | 0.7996 | 0.2463 | 0.7996 | 0.8942 |
|
| 56 |
+
| No log | 0.6667 | 10 | 1.1683 | 0.1205 | 1.1683 | 1.0809 |
|
| 57 |
+
| No log | 0.8 | 12 | 1.3766 | 0.0104 | 1.3766 | 1.1733 |
|
| 58 |
+
| No log | 0.9333 | 14 | 1.3882 | 0.0754 | 1.3882 | 1.1782 |
|
| 59 |
+
| No log | 1.0667 | 16 | 1.1223 | 0.0413 | 1.1223 | 1.0594 |
|
| 60 |
+
| No log | 1.2 | 18 | 0.9962 | 0.0295 | 0.9962 | 0.9981 |
|
| 61 |
+
| No log | 1.3333 | 20 | 0.9508 | 0.0866 | 0.9508 | 0.9751 |
|
| 62 |
+
| No log | 1.4667 | 22 | 0.7988 | 0.0725 | 0.7988 | 0.8937 |
|
| 63 |
+
| No log | 1.6 | 24 | 0.7659 | 0.2527 | 0.7659 | 0.8752 |
|
| 64 |
+
| No log | 1.7333 | 26 | 0.9062 | 0.2784 | 0.9062 | 0.9520 |
|
| 65 |
+
| No log | 1.8667 | 28 | 0.9689 | 0.2410 | 0.9689 | 0.9843 |
|
| 66 |
+
| No log | 2.0 | 30 | 0.9797 | 0.2164 | 0.9797 | 0.9898 |
|
| 67 |
+
| No log | 2.1333 | 32 | 0.8608 | 0.2726 | 0.8608 | 0.9278 |
|
| 68 |
+
| No log | 2.2667 | 34 | 0.7163 | 0.1922 | 0.7163 | 0.8463 |
|
| 69 |
+
| No log | 2.4 | 36 | 0.7736 | 0.1244 | 0.7736 | 0.8796 |
|
| 70 |
+
| No log | 2.5333 | 38 | 0.7425 | 0.2803 | 0.7425 | 0.8617 |
|
| 71 |
+
| No log | 2.6667 | 40 | 0.8059 | 0.3008 | 0.8059 | 0.8977 |
|
| 72 |
+
| No log | 2.8 | 42 | 1.0160 | 0.2059 | 1.0160 | 1.0080 |
|
| 73 |
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| No log | 2.9333 | 44 | 1.0652 | 0.2240 | 1.0652 | 1.0321 |
|
| 74 |
+
| No log | 3.0667 | 46 | 1.0325 | 0.2100 | 1.0325 | 1.0161 |
|
| 75 |
+
| No log | 3.2 | 48 | 0.9252 | 0.2075 | 0.9252 | 0.9619 |
|
| 76 |
+
| No log | 3.3333 | 50 | 0.8068 | 0.2877 | 0.8068 | 0.8982 |
|
| 77 |
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| No log | 3.4667 | 52 | 0.8027 | 0.2877 | 0.8027 | 0.8959 |
|
| 78 |
+
| No log | 3.6 | 54 | 0.8855 | 0.2119 | 0.8855 | 0.9410 |
|
| 79 |
+
| No log | 3.7333 | 56 | 0.9267 | 0.2411 | 0.9267 | 0.9626 |
|
| 80 |
+
| No log | 3.8667 | 58 | 0.9546 | 0.2504 | 0.9546 | 0.9770 |
|
| 81 |
+
| No log | 4.0 | 60 | 0.9296 | 0.2075 | 0.9296 | 0.9642 |
|
| 82 |
+
| No log | 4.1333 | 62 | 0.9023 | 0.3439 | 0.9023 | 0.9499 |
|
| 83 |
+
| No log | 4.2667 | 64 | 0.8087 | 0.3913 | 0.8087 | 0.8993 |
|
| 84 |
+
| No log | 4.4 | 66 | 0.7535 | 0.4315 | 0.7535 | 0.8680 |
|
| 85 |
+
| No log | 4.5333 | 68 | 0.8260 | 0.4085 | 0.8260 | 0.9088 |
|
| 86 |
+
| No log | 4.6667 | 70 | 1.0160 | 0.2754 | 1.0160 | 1.0079 |
|
| 87 |
+
| No log | 4.8 | 72 | 1.1635 | 0.2497 | 1.1635 | 1.0786 |
|
| 88 |
+
| No log | 4.9333 | 74 | 1.0314 | 0.3033 | 1.0314 | 1.0156 |
|
| 89 |
+
| No log | 5.0667 | 76 | 0.7931 | 0.3968 | 0.7931 | 0.8906 |
|
| 90 |
+
| No log | 5.2 | 78 | 0.7743 | 0.3968 | 0.7743 | 0.8799 |
|
| 91 |
+
| No log | 5.3333 | 80 | 0.8977 | 0.3810 | 0.8977 | 0.9475 |
|
| 92 |
+
| No log | 5.4667 | 82 | 0.9306 | 0.3099 | 0.9306 | 0.9647 |
|
| 93 |
+
| No log | 5.6 | 84 | 0.8537 | 0.3689 | 0.8537 | 0.9239 |
|
| 94 |
+
| No log | 5.7333 | 86 | 0.8777 | 0.3689 | 0.8777 | 0.9369 |
|
| 95 |
+
| No log | 5.8667 | 88 | 0.8956 | 0.3377 | 0.8956 | 0.9464 |
|
| 96 |
+
| No log | 6.0 | 90 | 0.9414 | 0.3542 | 0.9414 | 0.9703 |
|
| 97 |
+
| No log | 6.1333 | 92 | 1.0454 | 0.3301 | 1.0454 | 1.0224 |
|
| 98 |
+
| No log | 6.2667 | 94 | 1.2144 | 0.2619 | 1.2144 | 1.1020 |
|
| 99 |
+
| No log | 6.4 | 96 | 1.3162 | 0.2991 | 1.3162 | 1.1473 |
|
| 100 |
+
| No log | 6.5333 | 98 | 1.2204 | 0.2851 | 1.2204 | 1.1047 |
|
| 101 |
+
| No log | 6.6667 | 100 | 1.0106 | 0.3223 | 1.0106 | 1.0053 |
|
| 102 |
+
| No log | 6.8 | 102 | 0.8806 | 0.3074 | 0.8806 | 0.9384 |
|
| 103 |
+
| No log | 6.9333 | 104 | 0.8836 | 0.3359 | 0.8836 | 0.9400 |
|
| 104 |
+
| No log | 7.0667 | 106 | 0.8627 | 0.3417 | 0.8627 | 0.9288 |
|
| 105 |
+
| No log | 7.2 | 108 | 0.8258 | 0.3709 | 0.8258 | 0.9088 |
|
| 106 |
+
| No log | 7.3333 | 110 | 0.7966 | 0.3719 | 0.7966 | 0.8925 |
|
| 107 |
+
| No log | 7.4667 | 112 | 0.7291 | 0.4606 | 0.7291 | 0.8539 |
|
| 108 |
+
| No log | 7.6 | 114 | 0.8427 | 0.3829 | 0.8427 | 0.9180 |
|
| 109 |
+
| No log | 7.7333 | 116 | 1.1805 | 0.2891 | 1.1805 | 1.0865 |
|
| 110 |
+
| No log | 7.8667 | 118 | 1.2791 | 0.2891 | 1.2791 | 1.1310 |
|
| 111 |
+
| No log | 8.0 | 120 | 1.1829 | 0.3554 | 1.1829 | 1.0876 |
|
| 112 |
+
| No log | 8.1333 | 122 | 1.0017 | 0.3223 | 1.0017 | 1.0008 |
|
| 113 |
+
| No log | 8.2667 | 124 | 0.8796 | 0.3468 | 0.8796 | 0.9379 |
|
| 114 |
+
| No log | 8.4 | 126 | 0.8440 | 0.3085 | 0.8440 | 0.9187 |
|
| 115 |
+
| No log | 8.5333 | 128 | 0.9104 | 0.2706 | 0.9104 | 0.9542 |
|
| 116 |
+
| No log | 8.6667 | 130 | 1.1326 | 0.2733 | 1.1326 | 1.0642 |
|
| 117 |
+
| No log | 8.8 | 132 | 1.2152 | 0.3624 | 1.2152 | 1.1024 |
|
| 118 |
+
| No log | 8.9333 | 134 | 1.0545 | 0.2926 | 1.0545 | 1.0269 |
|
| 119 |
+
| No log | 9.0667 | 136 | 0.9474 | 0.3247 | 0.9474 | 0.9733 |
|
| 120 |
+
| No log | 9.2 | 138 | 0.9200 | 0.3697 | 0.9200 | 0.9592 |
|
| 121 |
+
| No log | 9.3333 | 140 | 0.9703 | 0.3590 | 0.9703 | 0.9850 |
|
| 122 |
+
| No log | 9.4667 | 142 | 1.0142 | 0.3358 | 1.0142 | 1.0071 |
|
| 123 |
+
| No log | 9.6 | 144 | 0.8915 | 0.4246 | 0.8915 | 0.9442 |
|
| 124 |
+
| No log | 9.7333 | 146 | 0.8705 | 0.4829 | 0.8705 | 0.9330 |
|
| 125 |
+
| No log | 9.8667 | 148 | 0.8357 | 0.4963 | 0.8357 | 0.9142 |
|
| 126 |
+
| No log | 10.0 | 150 | 0.7485 | 0.5181 | 0.7485 | 0.8652 |
|
| 127 |
+
| No log | 10.1333 | 152 | 0.7841 | 0.5181 | 0.7841 | 0.8855 |
|
| 128 |
+
| No log | 10.2667 | 154 | 0.9325 | 0.4133 | 0.9325 | 0.9656 |
|
| 129 |
+
| No log | 10.4 | 156 | 1.0427 | 0.3919 | 1.0427 | 1.0211 |
|
| 130 |
+
| No log | 10.5333 | 158 | 1.0556 | 0.3541 | 1.0556 | 1.0274 |
|
| 131 |
+
| No log | 10.6667 | 160 | 0.8916 | 0.4409 | 0.8916 | 0.9443 |
|
| 132 |
+
| No log | 10.8 | 162 | 0.8685 | 0.4824 | 0.8685 | 0.9319 |
|
| 133 |
+
| No log | 10.9333 | 164 | 0.9375 | 0.4094 | 0.9375 | 0.9682 |
|
| 134 |
+
| No log | 11.0667 | 166 | 1.0455 | 0.3367 | 1.0455 | 1.0225 |
|
| 135 |
+
| No log | 11.2 | 168 | 1.0073 | 0.3537 | 1.0073 | 1.0037 |
|
| 136 |
+
| No log | 11.3333 | 170 | 0.8795 | 0.3888 | 0.8795 | 0.9378 |
|
| 137 |
+
| No log | 11.4667 | 172 | 0.8502 | 0.4253 | 0.8502 | 0.9221 |
|
| 138 |
+
| No log | 11.6 | 174 | 0.8034 | 0.4195 | 0.8034 | 0.8963 |
|
| 139 |
+
| No log | 11.7333 | 176 | 0.8082 | 0.4967 | 0.8082 | 0.8990 |
|
| 140 |
+
| No log | 11.8667 | 178 | 0.9536 | 0.3994 | 0.9536 | 0.9765 |
|
| 141 |
+
| No log | 12.0 | 180 | 0.9302 | 0.4050 | 0.9302 | 0.9645 |
|
| 142 |
+
| No log | 12.1333 | 182 | 0.7701 | 0.4457 | 0.7701 | 0.8775 |
|
| 143 |
+
| No log | 12.2667 | 184 | 0.7257 | 0.4550 | 0.7257 | 0.8519 |
|
| 144 |
+
| No log | 12.4 | 186 | 0.7498 | 0.4759 | 0.7498 | 0.8659 |
|
| 145 |
+
| No log | 12.5333 | 188 | 0.6814 | 0.4788 | 0.6814 | 0.8255 |
|
| 146 |
+
| No log | 12.6667 | 190 | 0.7182 | 0.4929 | 0.7182 | 0.8475 |
|
| 147 |
+
| No log | 12.8 | 192 | 0.8120 | 0.4268 | 0.8120 | 0.9011 |
|
| 148 |
+
| No log | 12.9333 | 194 | 0.8372 | 0.4056 | 0.8372 | 0.9150 |
|
| 149 |
+
| No log | 13.0667 | 196 | 0.9268 | 0.3963 | 0.9268 | 0.9627 |
|
| 150 |
+
| No log | 13.2 | 198 | 0.9347 | 0.3305 | 0.9347 | 0.9668 |
|
| 151 |
+
| No log | 13.3333 | 200 | 0.7859 | 0.3461 | 0.7859 | 0.8865 |
|
| 152 |
+
| No log | 13.4667 | 202 | 0.7412 | 0.3710 | 0.7412 | 0.8609 |
|
| 153 |
+
| No log | 13.6 | 204 | 0.6998 | 0.4270 | 0.6998 | 0.8365 |
|
| 154 |
+
| No log | 13.7333 | 206 | 0.7591 | 0.4223 | 0.7591 | 0.8713 |
|
| 155 |
+
| No log | 13.8667 | 208 | 0.7705 | 0.3868 | 0.7705 | 0.8778 |
|
| 156 |
+
| No log | 14.0 | 210 | 0.9055 | 0.3337 | 0.9055 | 0.9516 |
|
| 157 |
+
| No log | 14.1333 | 212 | 1.0177 | 0.3777 | 1.0177 | 1.0088 |
|
| 158 |
+
| No log | 14.2667 | 214 | 0.9654 | 0.3753 | 0.9654 | 0.9825 |
|
| 159 |
+
| No log | 14.4 | 216 | 0.7968 | 0.4085 | 0.7968 | 0.8926 |
|
| 160 |
+
| No log | 14.5333 | 218 | 0.6995 | 0.4295 | 0.6995 | 0.8363 |
|
| 161 |
+
| No log | 14.6667 | 220 | 0.7154 | 0.4295 | 0.7154 | 0.8458 |
|
| 162 |
+
| No log | 14.8 | 222 | 0.8007 | 0.4018 | 0.8007 | 0.8948 |
|
| 163 |
+
| No log | 14.9333 | 224 | 0.8187 | 0.3889 | 0.8187 | 0.9048 |
|
| 164 |
+
| No log | 15.0667 | 226 | 0.7615 | 0.4268 | 0.7615 | 0.8726 |
|
| 165 |
+
| No log | 15.2 | 228 | 0.7087 | 0.4404 | 0.7087 | 0.8419 |
|
| 166 |
+
| No log | 15.3333 | 230 | 0.7743 | 0.4528 | 0.7743 | 0.8800 |
|
| 167 |
+
| No log | 15.4667 | 232 | 0.9081 | 0.4033 | 0.9081 | 0.9529 |
|
| 168 |
+
| No log | 15.6 | 234 | 0.9952 | 0.4156 | 0.9952 | 0.9976 |
|
| 169 |
+
| No log | 15.7333 | 236 | 0.9596 | 0.4156 | 0.9596 | 0.9796 |
|
| 170 |
+
| No log | 15.8667 | 238 | 0.8523 | 0.3650 | 0.8523 | 0.9232 |
|
| 171 |
+
| No log | 16.0 | 240 | 0.7090 | 0.3688 | 0.7090 | 0.8420 |
|
| 172 |
+
| No log | 16.1333 | 242 | 0.6297 | 0.4352 | 0.6297 | 0.7935 |
|
| 173 |
+
| No log | 16.2667 | 244 | 0.5950 | 0.5467 | 0.5950 | 0.7714 |
|
| 174 |
+
| No log | 16.4 | 246 | 0.6244 | 0.4534 | 0.6244 | 0.7902 |
|
| 175 |
+
| No log | 16.5333 | 248 | 0.7026 | 0.4123 | 0.7026 | 0.8382 |
|
| 176 |
+
| No log | 16.6667 | 250 | 0.7381 | 0.4018 | 0.7381 | 0.8591 |
|
| 177 |
+
| No log | 16.8 | 252 | 0.7489 | 0.4018 | 0.7489 | 0.8654 |
|
| 178 |
+
| No log | 16.9333 | 254 | 0.7235 | 0.3913 | 0.7235 | 0.8506 |
|
| 179 |
+
| No log | 17.0667 | 256 | 0.7614 | 0.3371 | 0.7614 | 0.8726 |
|
| 180 |
+
| No log | 17.2 | 258 | 0.7152 | 0.3869 | 0.7152 | 0.8457 |
|
| 181 |
+
| No log | 17.3333 | 260 | 0.7179 | 0.3869 | 0.7179 | 0.8473 |
|
| 182 |
+
| No log | 17.4667 | 262 | 0.6564 | 0.4072 | 0.6564 | 0.8102 |
|
| 183 |
+
| No log | 17.6 | 264 | 0.5906 | 0.5308 | 0.5906 | 0.7685 |
|
| 184 |
+
| No log | 17.7333 | 266 | 0.6296 | 0.5591 | 0.6296 | 0.7935 |
|
| 185 |
+
| No log | 17.8667 | 268 | 0.8012 | 0.4859 | 0.8012 | 0.8951 |
|
| 186 |
+
| No log | 18.0 | 270 | 0.9509 | 0.4771 | 0.9509 | 0.9751 |
|
| 187 |
+
| No log | 18.1333 | 272 | 0.9022 | 0.4714 | 0.9022 | 0.9499 |
|
| 188 |
+
| No log | 18.2667 | 274 | 0.7599 | 0.4993 | 0.7599 | 0.8717 |
|
| 189 |
+
| No log | 18.4 | 276 | 0.7211 | 0.4937 | 0.7211 | 0.8492 |
|
| 190 |
+
| No log | 18.5333 | 278 | 0.7198 | 0.4366 | 0.7198 | 0.8484 |
|
| 191 |
+
| No log | 18.6667 | 280 | 0.7502 | 0.4296 | 0.7502 | 0.8662 |
|
| 192 |
+
| No log | 18.8 | 282 | 0.7632 | 0.4296 | 0.7632 | 0.8736 |
|
| 193 |
+
| No log | 18.9333 | 284 | 0.8180 | 0.4396 | 0.8180 | 0.9044 |
|
| 194 |
+
| No log | 19.0667 | 286 | 0.8494 | 0.4409 | 0.8494 | 0.9216 |
|
| 195 |
+
| No log | 19.2 | 288 | 0.8025 | 0.4536 | 0.8025 | 0.8958 |
|
| 196 |
+
| No log | 19.3333 | 290 | 0.8079 | 0.4081 | 0.8079 | 0.8988 |
|
| 197 |
+
| No log | 19.4667 | 292 | 0.7700 | 0.4462 | 0.7700 | 0.8775 |
|
| 198 |
+
| No log | 19.6 | 294 | 0.7523 | 0.4592 | 0.7523 | 0.8674 |
|
| 199 |
+
| No log | 19.7333 | 296 | 0.7437 | 0.4502 | 0.7437 | 0.8624 |
|
| 200 |
+
| No log | 19.8667 | 298 | 0.8073 | 0.3618 | 0.8073 | 0.8985 |
|
| 201 |
+
| No log | 20.0 | 300 | 0.8691 | 0.3390 | 0.8691 | 0.9323 |
|
| 202 |
+
| No log | 20.1333 | 302 | 0.8363 | 0.3290 | 0.8363 | 0.9145 |
|
| 203 |
+
| No log | 20.2667 | 304 | 0.7971 | 0.3403 | 0.7971 | 0.8928 |
|
| 204 |
+
| No log | 20.4 | 306 | 0.7939 | 0.3403 | 0.7939 | 0.8910 |
|
| 205 |
+
| No log | 20.5333 | 308 | 0.7973 | 0.3346 | 0.7973 | 0.8929 |
|
| 206 |
+
| No log | 20.6667 | 310 | 0.9315 | 0.3080 | 0.9315 | 0.9651 |
|
| 207 |
+
| No log | 20.8 | 312 | 1.0354 | 0.3221 | 1.0354 | 1.0175 |
|
| 208 |
+
| No log | 20.9333 | 314 | 0.9652 | 0.3154 | 0.9652 | 0.9824 |
|
| 209 |
+
| No log | 21.0667 | 316 | 0.7745 | 0.3623 | 0.7745 | 0.8801 |
|
| 210 |
+
| No log | 21.2 | 318 | 0.6786 | 0.4753 | 0.6786 | 0.8238 |
|
| 211 |
+
| No log | 21.3333 | 320 | 0.6651 | 0.4502 | 0.6651 | 0.8155 |
|
| 212 |
+
| No log | 21.4667 | 322 | 0.6782 | 0.4835 | 0.6782 | 0.8235 |
|
| 213 |
+
| No log | 21.6 | 324 | 0.7857 | 0.4597 | 0.7857 | 0.8864 |
|
| 214 |
+
| No log | 21.7333 | 326 | 1.0414 | 0.3505 | 1.0414 | 1.0205 |
|
| 215 |
+
| No log | 21.8667 | 328 | 1.1797 | 0.2812 | 1.1797 | 1.0862 |
|
| 216 |
+
| No log | 22.0 | 330 | 1.0896 | 0.3040 | 1.0896 | 1.0438 |
|
| 217 |
+
| No log | 22.1333 | 332 | 0.8685 | 0.4209 | 0.8685 | 0.9319 |
|
| 218 |
+
| No log | 22.2667 | 334 | 0.7152 | 0.4491 | 0.7152 | 0.8457 |
|
| 219 |
+
| No log | 22.4 | 336 | 0.7060 | 0.4392 | 0.7060 | 0.8402 |
|
| 220 |
+
| No log | 22.5333 | 338 | 0.7830 | 0.3847 | 0.7830 | 0.8849 |
|
| 221 |
+
| No log | 22.6667 | 340 | 0.8568 | 0.3928 | 0.8568 | 0.9257 |
|
| 222 |
+
| No log | 22.8 | 342 | 0.8694 | 0.3868 | 0.8694 | 0.9324 |
|
| 223 |
+
| No log | 22.9333 | 344 | 0.8040 | 0.3928 | 0.8040 | 0.8967 |
|
| 224 |
+
| No log | 23.0667 | 346 | 0.7439 | 0.4721 | 0.7439 | 0.8625 |
|
| 225 |
+
| No log | 23.2 | 348 | 0.7504 | 0.4315 | 0.7504 | 0.8662 |
|
| 226 |
+
| No log | 23.3333 | 350 | 0.7663 | 0.4250 | 0.7663 | 0.8754 |
|
| 227 |
+
| No log | 23.4667 | 352 | 0.7975 | 0.4584 | 0.7975 | 0.8930 |
|
| 228 |
+
| No log | 23.6 | 354 | 0.9326 | 0.3455 | 0.9326 | 0.9657 |
|
| 229 |
+
| No log | 23.7333 | 356 | 0.9424 | 0.3505 | 0.9424 | 0.9708 |
|
| 230 |
+
| No log | 23.8667 | 358 | 0.9304 | 0.3643 | 0.9304 | 0.9645 |
|
| 231 |
+
| No log | 24.0 | 360 | 0.9031 | 0.3643 | 0.9031 | 0.9503 |
|
| 232 |
+
| No log | 24.1333 | 362 | 0.8531 | 0.3810 | 0.8531 | 0.9236 |
|
| 233 |
+
| No log | 24.2667 | 364 | 0.7883 | 0.3988 | 0.7883 | 0.8879 |
|
| 234 |
+
| No log | 24.4 | 366 | 0.7743 | 0.4332 | 0.7743 | 0.8799 |
|
| 235 |
+
| No log | 24.5333 | 368 | 0.7584 | 0.4719 | 0.7584 | 0.8709 |
|
| 236 |
+
| No log | 24.6667 | 370 | 0.7081 | 0.5107 | 0.7081 | 0.8415 |
|
| 237 |
+
| No log | 24.8 | 372 | 0.6872 | 0.4576 | 0.6872 | 0.8290 |
|
| 238 |
+
| No log | 24.9333 | 374 | 0.7100 | 0.4392 | 0.7100 | 0.8426 |
|
| 239 |
+
| No log | 25.0667 | 376 | 0.7815 | 0.3869 | 0.7815 | 0.8840 |
|
| 240 |
+
| No log | 25.2 | 378 | 0.7758 | 0.3869 | 0.7758 | 0.8808 |
|
| 241 |
+
| No log | 25.3333 | 380 | 0.7178 | 0.4491 | 0.7178 | 0.8473 |
|
| 242 |
+
| No log | 25.4667 | 382 | 0.7159 | 0.4089 | 0.7159 | 0.8461 |
|
| 243 |
+
| No log | 25.6 | 384 | 0.8118 | 0.3601 | 0.8118 | 0.9010 |
|
| 244 |
+
| No log | 25.7333 | 386 | 0.8981 | 0.3888 | 0.8981 | 0.9477 |
|
| 245 |
+
| No log | 25.8667 | 388 | 0.8725 | 0.3888 | 0.8725 | 0.9341 |
|
| 246 |
+
| No log | 26.0 | 390 | 0.8454 | 0.3425 | 0.8454 | 0.9195 |
|
| 247 |
+
| No log | 26.1333 | 392 | 0.8129 | 0.4044 | 0.8129 | 0.9016 |
|
| 248 |
+
| No log | 26.2667 | 394 | 0.8561 | 0.3978 | 0.8561 | 0.9253 |
|
| 249 |
+
| No log | 26.4 | 396 | 0.8138 | 0.4044 | 0.8138 | 0.9021 |
|
| 250 |
+
| No log | 26.5333 | 398 | 0.7833 | 0.4308 | 0.7833 | 0.8850 |
|
| 251 |
+
| No log | 26.6667 | 400 | 0.8405 | 0.3791 | 0.8405 | 0.9168 |
|
| 252 |
+
| No log | 26.8 | 402 | 0.8956 | 0.3977 | 0.8956 | 0.9463 |
|
| 253 |
+
| No log | 26.9333 | 404 | 0.9381 | 0.4091 | 0.9381 | 0.9685 |
|
| 254 |
+
| No log | 27.0667 | 406 | 0.9116 | 0.4091 | 0.9116 | 0.9548 |
|
| 255 |
+
| No log | 27.2 | 408 | 0.8667 | 0.4209 | 0.8667 | 0.9310 |
|
| 256 |
+
| No log | 27.3333 | 410 | 0.7426 | 0.5124 | 0.7426 | 0.8617 |
|
| 257 |
+
| No log | 27.4667 | 412 | 0.6941 | 0.5107 | 0.6941 | 0.8332 |
|
| 258 |
+
| No log | 27.6 | 414 | 0.7291 | 0.4933 | 0.7291 | 0.8539 |
|
| 259 |
+
| No log | 27.7333 | 416 | 0.7751 | 0.4719 | 0.7751 | 0.8804 |
|
| 260 |
+
| No log | 27.8667 | 418 | 0.8055 | 0.4651 | 0.8055 | 0.8975 |
|
| 261 |
+
| No log | 28.0 | 420 | 0.7298 | 0.4719 | 0.7298 | 0.8543 |
|
| 262 |
+
| No log | 28.1333 | 422 | 0.6493 | 0.5085 | 0.6493 | 0.8058 |
|
| 263 |
+
| No log | 28.2667 | 424 | 0.6249 | 0.5659 | 0.6249 | 0.7905 |
|
| 264 |
+
| No log | 28.4 | 426 | 0.6289 | 0.5163 | 0.6289 | 0.7930 |
|
| 265 |
+
| No log | 28.5333 | 428 | 0.6230 | 0.5243 | 0.6230 | 0.7893 |
|
| 266 |
+
| No log | 28.6667 | 430 | 0.6318 | 0.5243 | 0.6318 | 0.7948 |
|
| 267 |
+
| No log | 28.8 | 432 | 0.6298 | 0.5190 | 0.6298 | 0.7936 |
|
| 268 |
+
| No log | 28.9333 | 434 | 0.6441 | 0.5107 | 0.6441 | 0.8026 |
|
| 269 |
+
| No log | 29.0667 | 436 | 0.7204 | 0.5085 | 0.7204 | 0.8488 |
|
| 270 |
+
| No log | 29.2 | 438 | 0.7339 | 0.5085 | 0.7339 | 0.8567 |
|
| 271 |
+
| No log | 29.3333 | 440 | 0.6871 | 0.4665 | 0.6871 | 0.8289 |
|
| 272 |
+
| No log | 29.4667 | 442 | 0.6794 | 0.5107 | 0.6794 | 0.8243 |
|
| 273 |
+
| No log | 29.6 | 444 | 0.7009 | 0.5026 | 0.7009 | 0.8372 |
|
| 274 |
+
| No log | 29.7333 | 446 | 0.7362 | 0.4933 | 0.7362 | 0.8580 |
|
| 275 |
+
| No log | 29.8667 | 448 | 0.7399 | 0.4597 | 0.7399 | 0.8602 |
|
| 276 |
+
| No log | 30.0 | 450 | 0.8060 | 0.4270 | 0.8060 | 0.8978 |
|
| 277 |
+
| No log | 30.1333 | 452 | 0.8695 | 0.3849 | 0.8695 | 0.9325 |
|
| 278 |
+
| No log | 30.2667 | 454 | 0.8367 | 0.4149 | 0.8367 | 0.9147 |
|
| 279 |
+
| No log | 30.4 | 456 | 0.7480 | 0.4180 | 0.7480 | 0.8649 |
|
| 280 |
+
| No log | 30.5333 | 458 | 0.7013 | 0.4684 | 0.7013 | 0.8374 |
|
| 281 |
+
| No log | 30.6667 | 460 | 0.7485 | 0.4574 | 0.7485 | 0.8651 |
|
| 282 |
+
| No log | 30.8 | 462 | 0.8004 | 0.4186 | 0.8004 | 0.8947 |
|
| 283 |
+
| No log | 30.9333 | 464 | 0.8049 | 0.4032 | 0.8049 | 0.8972 |
|
| 284 |
+
| No log | 31.0667 | 466 | 0.8346 | 0.3650 | 0.8346 | 0.9136 |
|
| 285 |
+
| No log | 31.2 | 468 | 0.7968 | 0.4032 | 0.7968 | 0.8927 |
|
| 286 |
+
| No log | 31.3333 | 470 | 0.7705 | 0.4228 | 0.7705 | 0.8778 |
|
| 287 |
+
| No log | 31.4667 | 472 | 0.8077 | 0.3810 | 0.8077 | 0.8987 |
|
| 288 |
+
| No log | 31.6 | 474 | 0.8729 | 0.3810 | 0.8729 | 0.9343 |
|
| 289 |
+
| No log | 31.7333 | 476 | 0.8851 | 0.3597 | 0.8851 | 0.9408 |
|
| 290 |
+
| No log | 31.8667 | 478 | 0.8600 | 0.3193 | 0.8600 | 0.9274 |
|
| 291 |
+
| No log | 32.0 | 480 | 0.8317 | 0.3251 | 0.8317 | 0.9120 |
|
| 292 |
+
| No log | 32.1333 | 482 | 0.8210 | 0.3251 | 0.8210 | 0.9061 |
|
| 293 |
+
| No log | 32.2667 | 484 | 0.8311 | 0.3657 | 0.8311 | 0.9116 |
|
| 294 |
+
| No log | 32.4 | 486 | 0.7830 | 0.3433 | 0.7830 | 0.8849 |
|
| 295 |
+
| No log | 32.5333 | 488 | 0.7094 | 0.4602 | 0.7094 | 0.8423 |
|
| 296 |
+
| No log | 32.6667 | 490 | 0.7247 | 0.4444 | 0.7247 | 0.8513 |
|
| 297 |
+
| No log | 32.8 | 492 | 0.8219 | 0.3310 | 0.8219 | 0.9066 |
|
| 298 |
+
| No log | 32.9333 | 494 | 0.8788 | 0.3137 | 0.8788 | 0.9375 |
|
| 299 |
+
| No log | 33.0667 | 496 | 0.9384 | 0.2707 | 0.9384 | 0.9687 |
|
| 300 |
+
| No log | 33.2 | 498 | 0.9713 | 0.2707 | 0.9713 | 0.9855 |
|
| 301 |
+
| 0.2669 | 33.3333 | 500 | 1.0009 | 0.2084 | 1.0009 | 1.0005 |
|
| 302 |
+
| 0.2669 | 33.4667 | 502 | 0.9523 | 0.2707 | 0.9523 | 0.9759 |
|
| 303 |
+
| 0.2669 | 33.6 | 504 | 0.9260 | 0.2707 | 0.9260 | 0.9623 |
|
| 304 |
+
| 0.2669 | 33.7333 | 506 | 0.8927 | 0.3029 | 0.8927 | 0.9448 |
|
| 305 |
+
| 0.2669 | 33.8667 | 508 | 0.7727 | 0.4203 | 0.7727 | 0.8790 |
|
| 306 |
+
| 0.2669 | 34.0 | 510 | 0.6706 | 0.4749 | 0.6706 | 0.8189 |
|
| 307 |
+
| 0.2669 | 34.1333 | 512 | 0.6530 | 0.4835 | 0.6530 | 0.8081 |
|
| 308 |
+
| 0.2669 | 34.2667 | 514 | 0.6931 | 0.4827 | 0.6931 | 0.8325 |
|
| 309 |
+
| 0.2669 | 34.4 | 516 | 0.7872 | 0.4574 | 0.7872 | 0.8873 |
|
| 310 |
+
| 0.2669 | 34.5333 | 518 | 0.9204 | 0.3849 | 0.9204 | 0.9594 |
|
| 311 |
+
| 0.2669 | 34.6667 | 520 | 0.9389 | 0.3298 | 0.9389 | 0.9690 |
|
| 312 |
+
| 0.2669 | 34.8 | 522 | 0.8785 | 0.3636 | 0.8785 | 0.9373 |
|
| 313 |
+
| 0.2669 | 34.9333 | 524 | 0.7788 | 0.3960 | 0.7788 | 0.8825 |
|
| 314 |
+
| 0.2669 | 35.0667 | 526 | 0.6783 | 0.3894 | 0.6783 | 0.8236 |
|
| 315 |
+
| 0.2669 | 35.2 | 528 | 0.6366 | 0.4867 | 0.6366 | 0.7979 |
|
| 316 |
+
| 0.2669 | 35.3333 | 530 | 0.6343 | 0.4867 | 0.6343 | 0.7964 |
|
| 317 |
+
| 0.2669 | 35.4667 | 532 | 0.6645 | 0.4513 | 0.6645 | 0.8151 |
|
| 318 |
+
| 0.2669 | 35.6 | 534 | 0.7488 | 0.3981 | 0.7488 | 0.8653 |
|
| 319 |
+
| 0.2669 | 35.7333 | 536 | 0.8909 | 0.4091 | 0.8909 | 0.9439 |
|
| 320 |
+
| 0.2669 | 35.8667 | 538 | 0.9157 | 0.3939 | 0.9157 | 0.9569 |
|
| 321 |
+
| 0.2669 | 36.0 | 540 | 0.8616 | 0.4108 | 0.8616 | 0.9282 |
|
| 322 |
+
| 0.2669 | 36.1333 | 542 | 0.7432 | 0.4992 | 0.7432 | 0.8621 |
|
| 323 |
+
| 0.2669 | 36.2667 | 544 | 0.7348 | 0.4512 | 0.7348 | 0.8572 |
|
| 324 |
+
| 0.2669 | 36.4 | 546 | 0.7223 | 0.4197 | 0.7223 | 0.8499 |
|
| 325 |
+
| 0.2669 | 36.5333 | 548 | 0.7648 | 0.3425 | 0.7648 | 0.8745 |
|
| 326 |
+
| 0.2669 | 36.6667 | 550 | 0.8471 | 0.2910 | 0.8471 | 0.9204 |
|
| 327 |
+
| 0.2669 | 36.8 | 552 | 0.8868 | 0.2910 | 0.8868 | 0.9417 |
|
| 328 |
+
| 0.2669 | 36.9333 | 554 | 0.9380 | 0.2529 | 0.9380 | 0.9685 |
|
| 329 |
+
| 0.2669 | 37.0667 | 556 | 0.9375 | 0.2806 | 0.9375 | 0.9683 |
|
| 330 |
+
| 0.2669 | 37.2 | 558 | 0.8744 | 0.2910 | 0.8744 | 0.9351 |
|
| 331 |
+
| 0.2669 | 37.3333 | 560 | 0.7331 | 0.4329 | 0.7331 | 0.8562 |
|
| 332 |
+
| 0.2669 | 37.4667 | 562 | 0.6281 | 0.4482 | 0.6281 | 0.7925 |
|
| 333 |
+
| 0.2669 | 37.6 | 564 | 0.6014 | 0.3945 | 0.6014 | 0.7755 |
|
| 334 |
+
| 0.2669 | 37.7333 | 566 | 0.6245 | 0.3976 | 0.6245 | 0.7903 |
|
| 335 |
+
| 0.2669 | 37.8667 | 568 | 0.6780 | 0.4307 | 0.6780 | 0.8234 |
|
| 336 |
+
| 0.2669 | 38.0 | 570 | 0.7407 | 0.3746 | 0.7407 | 0.8607 |
|
| 337 |
+
| 0.2669 | 38.1333 | 572 | 0.8261 | 0.3665 | 0.8261 | 0.9089 |
|
| 338 |
+
| 0.2669 | 38.2667 | 574 | 0.8680 | 0.2910 | 0.8680 | 0.9317 |
|
| 339 |
+
| 0.2669 | 38.4 | 576 | 0.8679 | 0.2756 | 0.8679 | 0.9316 |
|
| 340 |
+
| 0.2669 | 38.5333 | 578 | 0.8390 | 0.2756 | 0.8390 | 0.9160 |
|
| 341 |
+
| 0.2669 | 38.6667 | 580 | 0.7999 | 0.3169 | 0.7999 | 0.8944 |
|
| 342 |
+
| 0.2669 | 38.8 | 582 | 0.7741 | 0.3433 | 0.7741 | 0.8798 |
|
| 343 |
+
| 0.2669 | 38.9333 | 584 | 0.7578 | 0.3754 | 0.7578 | 0.8705 |
|
| 344 |
+
| 0.2669 | 39.0667 | 586 | 0.7643 | 0.3868 | 0.7643 | 0.8742 |
|
| 345 |
+
| 0.2669 | 39.2 | 588 | 0.7366 | 0.3973 | 0.7366 | 0.8582 |
|
| 346 |
+
| 0.2669 | 39.3333 | 590 | 0.7808 | 0.4488 | 0.7808 | 0.8837 |
|
| 347 |
+
| 0.2669 | 39.4667 | 592 | 0.8127 | 0.4488 | 0.8127 | 0.9015 |
|
| 348 |
+
| 0.2669 | 39.6 | 594 | 0.7790 | 0.4799 | 0.7790 | 0.8826 |
|
| 349 |
+
| 0.2669 | 39.7333 | 596 | 0.7365 | 0.4937 | 0.7365 | 0.8582 |
|
| 350 |
+
| 0.2669 | 39.8667 | 598 | 0.6956 | 0.5123 | 0.6956 | 0.8340 |
|
| 351 |
+
| 0.2669 | 40.0 | 600 | 0.6753 | 0.4911 | 0.6753 | 0.8218 |
|
| 352 |
+
| 0.2669 | 40.1333 | 602 | 0.6913 | 0.4052 | 0.6913 | 0.8315 |
|
| 353 |
+
| 0.2669 | 40.2667 | 604 | 0.7640 | 0.3623 | 0.7640 | 0.8741 |
|
| 354 |
+
| 0.2669 | 40.4 | 606 | 0.8193 | 0.3559 | 0.8193 | 0.9051 |
|
| 355 |
+
| 0.2669 | 40.5333 | 608 | 0.8302 | 0.3559 | 0.8302 | 0.9111 |
|
| 356 |
+
| 0.2669 | 40.6667 | 610 | 0.7896 | 0.3076 | 0.7896 | 0.8886 |
|
| 357 |
+
| 0.2669 | 40.8 | 612 | 0.7363 | 0.2726 | 0.7363 | 0.8581 |
|
| 358 |
+
| 0.2669 | 40.9333 | 614 | 0.7432 | 0.2726 | 0.7432 | 0.8621 |
|
| 359 |
+
| 0.2669 | 41.0667 | 616 | 0.8025 | 0.2670 | 0.8025 | 0.8959 |
|
| 360 |
+
| 0.2669 | 41.2 | 618 | 0.8884 | 0.2810 | 0.8884 | 0.9426 |
|
| 361 |
+
| 0.2669 | 41.3333 | 620 | 1.0060 | 0.1821 | 1.0060 | 1.0030 |
|
| 362 |
+
| 0.2669 | 41.4667 | 622 | 1.1351 | 0.2056 | 1.1351 | 1.0654 |
|
| 363 |
+
| 0.2669 | 41.6 | 624 | 1.1682 | 0.1939 | 1.1682 | 1.0808 |
|
| 364 |
+
| 0.2669 | 41.7333 | 626 | 1.1006 | 0.2336 | 1.1006 | 1.0491 |
|
| 365 |
+
| 0.2669 | 41.8667 | 628 | 1.0036 | 0.1821 | 1.0036 | 1.0018 |
|
| 366 |
+
| 0.2669 | 42.0 | 630 | 0.9543 | 0.2437 | 0.9543 | 0.9769 |
|
| 367 |
+
| 0.2669 | 42.1333 | 632 | 0.9249 | 0.3080 | 0.9249 | 0.9617 |
|
| 368 |
+
| 0.2669 | 42.2667 | 634 | 0.9429 | 0.2982 | 0.9429 | 0.9710 |
|
| 369 |
+
| 0.2669 | 42.4 | 636 | 1.0032 | 0.2539 | 1.0032 | 1.0016 |
|
| 370 |
+
| 0.2669 | 42.5333 | 638 | 1.0796 | 0.2211 | 1.0796 | 1.0390 |
|
| 371 |
+
| 0.2669 | 42.6667 | 640 | 1.0547 | 0.2572 | 1.0547 | 1.0270 |
|
| 372 |
+
| 0.2669 | 42.8 | 642 | 0.9762 | 0.3269 | 0.9762 | 0.9880 |
|
| 373 |
+
| 0.2669 | 42.9333 | 644 | 0.8865 | 0.3523 | 0.8865 | 0.9416 |
|
| 374 |
+
| 0.2669 | 43.0667 | 646 | 0.7991 | 0.4222 | 0.7991 | 0.8939 |
|
| 375 |
+
| 0.2669 | 43.2 | 648 | 0.7543 | 0.4272 | 0.7543 | 0.8685 |
|
| 376 |
+
| 0.2669 | 43.3333 | 650 | 0.7474 | 0.3095 | 0.7474 | 0.8645 |
|
| 377 |
+
| 0.2669 | 43.4667 | 652 | 0.7676 | 0.3822 | 0.7676 | 0.8762 |
|
| 378 |
+
| 0.2669 | 43.6 | 654 | 0.8587 | 0.3613 | 0.8587 | 0.9266 |
|
| 379 |
+
| 0.2669 | 43.7333 | 656 | 0.9428 | 0.3608 | 0.9428 | 0.9710 |
|
| 380 |
+
| 0.2669 | 43.8667 | 658 | 0.9493 | 0.3473 | 0.9493 | 0.9743 |
|
| 381 |
+
| 0.2669 | 44.0 | 660 | 0.8721 | 0.3923 | 0.8721 | 0.9339 |
|
| 382 |
+
| 0.2669 | 44.1333 | 662 | 0.7837 | 0.4617 | 0.7837 | 0.8853 |
|
| 383 |
+
| 0.2669 | 44.2667 | 664 | 0.7359 | 0.4883 | 0.7359 | 0.8579 |
|
| 384 |
+
| 0.2669 | 44.4 | 666 | 0.7111 | 0.5215 | 0.7111 | 0.8433 |
|
| 385 |
+
| 0.2669 | 44.5333 | 668 | 0.6812 | 0.4812 | 0.6812 | 0.8253 |
|
| 386 |
+
| 0.2669 | 44.6667 | 670 | 0.6523 | 0.5373 | 0.6523 | 0.8076 |
|
| 387 |
+
| 0.2669 | 44.8 | 672 | 0.6432 | 0.5388 | 0.6432 | 0.8020 |
|
| 388 |
+
| 0.2669 | 44.9333 | 674 | 0.6306 | 0.5553 | 0.6306 | 0.7941 |
|
| 389 |
+
| 0.2669 | 45.0667 | 676 | 0.6311 | 0.5553 | 0.6311 | 0.7944 |
|
| 390 |
+
| 0.2669 | 45.2 | 678 | 0.6652 | 0.5431 | 0.6652 | 0.8156 |
|
| 391 |
+
| 0.2669 | 45.3333 | 680 | 0.7045 | 0.5023 | 0.7045 | 0.8393 |
|
| 392 |
+
| 0.2669 | 45.4667 | 682 | 0.7369 | 0.4752 | 0.7369 | 0.8584 |
|
| 393 |
+
| 0.2669 | 45.6 | 684 | 0.7442 | 0.4805 | 0.7442 | 0.8627 |
|
| 394 |
+
| 0.2669 | 45.7333 | 686 | 0.7406 | 0.4805 | 0.7406 | 0.8606 |
|
| 395 |
+
| 0.2669 | 45.8667 | 688 | 0.7781 | 0.3786 | 0.7781 | 0.8821 |
|
| 396 |
+
| 0.2669 | 46.0 | 690 | 0.8090 | 0.3411 | 0.8090 | 0.8994 |
|
| 397 |
+
| 0.2669 | 46.1333 | 692 | 0.8556 | 0.3608 | 0.8556 | 0.9250 |
|
| 398 |
+
| 0.2669 | 46.2667 | 694 | 0.8020 | 0.3716 | 0.8020 | 0.8956 |
|
| 399 |
+
| 0.2669 | 46.4 | 696 | 0.7507 | 0.4597 | 0.7507 | 0.8664 |
|
| 400 |
+
| 0.2669 | 46.5333 | 698 | 0.6927 | 0.5243 | 0.6927 | 0.8323 |
|
| 401 |
+
| 0.2669 | 46.6667 | 700 | 0.6922 | 0.5243 | 0.6922 | 0.8320 |
|
| 402 |
+
| 0.2669 | 46.8 | 702 | 0.7406 | 0.4651 | 0.7406 | 0.8606 |
|
| 403 |
+
| 0.2669 | 46.9333 | 704 | 0.7570 | 0.4332 | 0.7570 | 0.8701 |
|
| 404 |
+
| 0.2669 | 47.0667 | 706 | 0.7503 | 0.4332 | 0.7503 | 0.8662 |
|
| 405 |
+
| 0.2669 | 47.2 | 708 | 0.7143 | 0.4805 | 0.7143 | 0.8451 |
|
| 406 |
+
| 0.2669 | 47.3333 | 710 | 0.6840 | 0.5117 | 0.6840 | 0.8270 |
|
| 407 |
+
| 0.2669 | 47.4667 | 712 | 0.6820 | 0.5117 | 0.6820 | 0.8258 |
|
| 408 |
+
| 0.2669 | 47.6 | 714 | 0.6730 | 0.5133 | 0.6730 | 0.8204 |
|
| 409 |
+
| 0.2669 | 47.7333 | 716 | 0.7082 | 0.4909 | 0.7082 | 0.8415 |
|
| 410 |
+
| 0.2669 | 47.8667 | 718 | 0.7476 | 0.4222 | 0.7476 | 0.8646 |
|
| 411 |
+
| 0.2669 | 48.0 | 720 | 0.7869 | 0.3946 | 0.7869 | 0.8871 |
|
| 412 |
+
| 0.2669 | 48.1333 | 722 | 0.8376 | 0.3772 | 0.8376 | 0.9152 |
|
| 413 |
+
| 0.2669 | 48.2667 | 724 | 0.8687 | 0.3473 | 0.8687 | 0.9320 |
|
| 414 |
+
| 0.2669 | 48.4 | 726 | 0.8736 | 0.3523 | 0.8736 | 0.9346 |
|
| 415 |
+
| 0.2669 | 48.5333 | 728 | 0.8456 | 0.3557 | 0.8456 | 0.9196 |
|
| 416 |
+
| 0.2669 | 48.6667 | 730 | 0.7942 | 0.3946 | 0.7942 | 0.8912 |
|
| 417 |
+
| 0.2669 | 48.8 | 732 | 0.7644 | 0.4007 | 0.7644 | 0.8743 |
|
| 418 |
+
| 0.2669 | 48.9333 | 734 | 0.7418 | 0.4545 | 0.7418 | 0.8613 |
|
| 419 |
+
| 0.2669 | 49.0667 | 736 | 0.7125 | 0.4631 | 0.7125 | 0.8441 |
|
| 420 |
+
| 0.2669 | 49.2 | 738 | 0.7098 | 0.4468 | 0.7098 | 0.8425 |
|
| 421 |
+
| 0.2669 | 49.3333 | 740 | 0.7024 | 0.4468 | 0.7024 | 0.8381 |
|
| 422 |
+
| 0.2669 | 49.4667 | 742 | 0.7056 | 0.4247 | 0.7056 | 0.8400 |
|
| 423 |
+
| 0.2669 | 49.6 | 744 | 0.7011 | 0.4038 | 0.7011 | 0.8373 |
|
| 424 |
+
| 0.2669 | 49.7333 | 746 | 0.7253 | 0.4247 | 0.7253 | 0.8516 |
|
| 425 |
+
| 0.2669 | 49.8667 | 748 | 0.7387 | 0.4247 | 0.7387 | 0.8595 |
|
| 426 |
+
| 0.2669 | 50.0 | 750 | 0.7163 | 0.4247 | 0.7163 | 0.8463 |
|
| 427 |
+
| 0.2669 | 50.1333 | 752 | 0.6999 | 0.4038 | 0.6999 | 0.8366 |
|
| 428 |
+
| 0.2669 | 50.2667 | 754 | 0.6752 | 0.4265 | 0.6752 | 0.8217 |
|
| 429 |
+
| 0.2669 | 50.4 | 756 | 0.6704 | 0.4556 | 0.6704 | 0.8188 |
|
| 430 |
+
| 0.2669 | 50.5333 | 758 | 0.6808 | 0.4772 | 0.6808 | 0.8251 |
|
| 431 |
+
| 0.2669 | 50.6667 | 760 | 0.7106 | 0.4631 | 0.7106 | 0.8430 |
|
| 432 |
+
| 0.2669 | 50.8 | 762 | 0.7553 | 0.4088 | 0.7553 | 0.8691 |
|
| 433 |
+
| 0.2669 | 50.9333 | 764 | 0.7485 | 0.4088 | 0.7485 | 0.8651 |
|
| 434 |
+
| 0.2669 | 51.0667 | 766 | 0.7435 | 0.4088 | 0.7435 | 0.8623 |
|
| 435 |
+
| 0.2669 | 51.2 | 768 | 0.7467 | 0.4070 | 0.7467 | 0.8641 |
|
| 436 |
+
| 0.2669 | 51.3333 | 770 | 0.7773 | 0.4070 | 0.7773 | 0.8817 |
|
| 437 |
+
| 0.2669 | 51.4667 | 772 | 0.8243 | 0.4070 | 0.8243 | 0.9079 |
|
| 438 |
+
| 0.2669 | 51.6 | 774 | 0.8564 | 0.4067 | 0.8564 | 0.9254 |
|
| 439 |
+
| 0.2669 | 51.7333 | 776 | 0.8637 | 0.3812 | 0.8637 | 0.9294 |
|
| 440 |
+
| 0.2669 | 51.8667 | 778 | 0.8330 | 0.4051 | 0.8330 | 0.9127 |
|
| 441 |
+
| 0.2669 | 52.0 | 780 | 0.7864 | 0.4070 | 0.7864 | 0.8868 |
|
| 442 |
+
| 0.2669 | 52.1333 | 782 | 0.7838 | 0.4070 | 0.7838 | 0.8853 |
|
| 443 |
+
| 0.2669 | 52.2667 | 784 | 0.8023 | 0.3847 | 0.8023 | 0.8957 |
|
| 444 |
+
| 0.2669 | 52.4 | 786 | 0.8174 | 0.3928 | 0.8174 | 0.9041 |
|
| 445 |
+
| 0.2669 | 52.5333 | 788 | 0.8020 | 0.4204 | 0.8020 | 0.8956 |
|
| 446 |
+
| 0.2669 | 52.6667 | 790 | 0.7676 | 0.4070 | 0.7676 | 0.8761 |
|
| 447 |
+
| 0.2669 | 52.8 | 792 | 0.7471 | 0.4400 | 0.7471 | 0.8643 |
|
| 448 |
+
| 0.2669 | 52.9333 | 794 | 0.6917 | 0.4738 | 0.6917 | 0.8317 |
|
| 449 |
+
| 0.2669 | 53.0667 | 796 | 0.6493 | 0.4606 | 0.6493 | 0.8058 |
|
| 450 |
+
| 0.2669 | 53.2 | 798 | 0.6598 | 0.4741 | 0.6598 | 0.8123 |
|
| 451 |
+
| 0.2669 | 53.3333 | 800 | 0.6982 | 0.4666 | 0.6982 | 0.8356 |
|
| 452 |
+
| 0.2669 | 53.4667 | 802 | 0.7939 | 0.3727 | 0.7939 | 0.8910 |
|
| 453 |
+
| 0.2669 | 53.6 | 804 | 0.8728 | 0.3367 | 0.8728 | 0.9342 |
|
| 454 |
+
| 0.2669 | 53.7333 | 806 | 0.8919 | 0.3418 | 0.8919 | 0.9444 |
|
| 455 |
+
| 0.2669 | 53.8667 | 808 | 0.8891 | 0.3305 | 0.8891 | 0.9429 |
|
| 456 |
+
| 0.2669 | 54.0 | 810 | 0.8732 | 0.3324 | 0.8732 | 0.9345 |
|
| 457 |
+
| 0.2669 | 54.1333 | 812 | 0.8489 | 0.3559 | 0.8489 | 0.9214 |
|
| 458 |
+
| 0.2669 | 54.2667 | 814 | 0.8484 | 0.3324 | 0.8484 | 0.9211 |
|
| 459 |
+
| 0.2669 | 54.4 | 816 | 0.8472 | 0.3193 | 0.8472 | 0.9204 |
|
| 460 |
+
| 0.2669 | 54.5333 | 818 | 0.8474 | 0.3559 | 0.8474 | 0.9205 |
|
| 461 |
+
| 0.2669 | 54.6667 | 820 | 0.8538 | 0.3559 | 0.8538 | 0.9240 |
|
| 462 |
+
| 0.2669 | 54.8 | 822 | 0.8797 | 0.3503 | 0.8797 | 0.9379 |
|
| 463 |
+
| 0.2669 | 54.9333 | 824 | 0.8756 | 0.3608 | 0.8756 | 0.9357 |
|
| 464 |
+
| 0.2669 | 55.0667 | 826 | 0.8479 | 0.3470 | 0.8479 | 0.9208 |
|
| 465 |
+
| 0.2669 | 55.2 | 828 | 0.7870 | 0.3946 | 0.7870 | 0.8871 |
|
| 466 |
+
| 0.2669 | 55.3333 | 830 | 0.7239 | 0.3543 | 0.7239 | 0.8508 |
|
| 467 |
+
| 0.2669 | 55.4667 | 832 | 0.7153 | 0.4124 | 0.7153 | 0.8458 |
|
| 468 |
+
| 0.2669 | 55.6 | 834 | 0.7473 | 0.3973 | 0.7473 | 0.8645 |
|
| 469 |
+
| 0.2669 | 55.7333 | 836 | 0.7711 | 0.3579 | 0.7711 | 0.8781 |
|
| 470 |
+
| 0.2669 | 55.8667 | 838 | 0.7852 | 0.3522 | 0.7852 | 0.8861 |
|
| 471 |
+
| 0.2669 | 56.0 | 840 | 0.7606 | 0.3973 | 0.7606 | 0.8721 |
|
| 472 |
+
| 0.2669 | 56.1333 | 842 | 0.7463 | 0.4038 | 0.7463 | 0.8639 |
|
| 473 |
+
| 0.2669 | 56.2667 | 844 | 0.7231 | 0.4038 | 0.7231 | 0.8503 |
|
| 474 |
+
| 0.2669 | 56.4 | 846 | 0.7027 | 0.4741 | 0.7027 | 0.8383 |
|
| 475 |
+
| 0.2669 | 56.5333 | 848 | 0.6612 | 0.4764 | 0.6612 | 0.8131 |
|
| 476 |
+
| 0.2669 | 56.6667 | 850 | 0.6554 | 0.5101 | 0.6554 | 0.8095 |
|
| 477 |
+
| 0.2669 | 56.8 | 852 | 0.6629 | 0.5024 | 0.6629 | 0.8142 |
|
| 478 |
+
| 0.2669 | 56.9333 | 854 | 0.6609 | 0.5024 | 0.6609 | 0.8129 |
|
| 479 |
+
| 0.2669 | 57.0667 | 856 | 0.6598 | 0.5373 | 0.6598 | 0.8123 |
|
| 480 |
+
| 0.2669 | 57.2 | 858 | 0.6701 | 0.5373 | 0.6701 | 0.8186 |
|
| 481 |
+
| 0.2669 | 57.3333 | 860 | 0.6957 | 0.4400 | 0.6957 | 0.8341 |
|
| 482 |
+
| 0.2669 | 57.4667 | 862 | 0.7146 | 0.4400 | 0.7146 | 0.8453 |
|
| 483 |
+
| 0.2669 | 57.6 | 864 | 0.7279 | 0.4400 | 0.7279 | 0.8532 |
|
| 484 |
+
| 0.2669 | 57.7333 | 866 | 0.7045 | 0.4400 | 0.7045 | 0.8394 |
|
| 485 |
+
| 0.2669 | 57.8667 | 868 | 0.6739 | 0.4738 | 0.6739 | 0.8209 |
|
| 486 |
+
| 0.2669 | 58.0 | 870 | 0.6668 | 0.4738 | 0.6668 | 0.8166 |
|
| 487 |
+
| 0.2669 | 58.1333 | 872 | 0.6467 | 0.4819 | 0.6467 | 0.8042 |
|
| 488 |
+
| 0.2669 | 58.2667 | 874 | 0.6776 | 0.4738 | 0.6776 | 0.8231 |
|
| 489 |
+
| 0.2669 | 58.4 | 876 | 0.7132 | 0.4400 | 0.7132 | 0.8445 |
|
| 490 |
+
| 0.2669 | 58.5333 | 878 | 0.7232 | 0.4333 | 0.7232 | 0.8504 |
|
| 491 |
+
| 0.2669 | 58.6667 | 880 | 0.7156 | 0.3822 | 0.7156 | 0.8460 |
|
| 492 |
+
| 0.2669 | 58.8 | 882 | 0.7286 | 0.3630 | 0.7286 | 0.8536 |
|
| 493 |
+
| 0.2669 | 58.9333 | 884 | 0.7132 | 0.3699 | 0.7132 | 0.8445 |
|
| 494 |
+
| 0.2669 | 59.0667 | 886 | 0.7168 | 0.3630 | 0.7168 | 0.8467 |
|
| 495 |
+
| 0.2669 | 59.2 | 888 | 0.7396 | 0.3963 | 0.7396 | 0.8600 |
|
| 496 |
+
| 0.2669 | 59.3333 | 890 | 0.7373 | 0.3963 | 0.7373 | 0.8587 |
|
| 497 |
+
| 0.2669 | 59.4667 | 892 | 0.7445 | 0.4173 | 0.7445 | 0.8628 |
|
| 498 |
+
| 0.2669 | 59.6 | 894 | 0.7562 | 0.3867 | 0.7562 | 0.8696 |
|
| 499 |
+
| 0.2669 | 59.7333 | 896 | 0.7815 | 0.3632 | 0.7815 | 0.8840 |
|
| 500 |
+
| 0.2669 | 59.8667 | 898 | 0.8201 | 0.3523 | 0.8201 | 0.9056 |
|
| 501 |
+
| 0.2669 | 60.0 | 900 | 0.8611 | 0.3305 | 0.8611 | 0.9280 |
|
| 502 |
+
| 0.2669 | 60.1333 | 902 | 0.8990 | 0.3503 | 0.8990 | 0.9482 |
|
| 503 |
+
| 0.2669 | 60.2667 | 904 | 0.8991 | 0.3418 | 0.8991 | 0.9482 |
|
| 504 |
+
| 0.2669 | 60.4 | 906 | 0.8541 | 0.3305 | 0.8541 | 0.9242 |
|
| 505 |
+
| 0.2669 | 60.5333 | 908 | 0.7745 | 0.3847 | 0.7745 | 0.8800 |
|
| 506 |
+
| 0.2669 | 60.6667 | 910 | 0.7087 | 0.4684 | 0.7087 | 0.8418 |
|
| 507 |
+
| 0.2669 | 60.8 | 912 | 0.6734 | 0.4703 | 0.6734 | 0.8206 |
|
| 508 |
+
| 0.2669 | 60.9333 | 914 | 0.6770 | 0.4451 | 0.6770 | 0.8228 |
|
| 509 |
+
| 0.2669 | 61.0667 | 916 | 0.7132 | 0.3645 | 0.7132 | 0.8445 |
|
| 510 |
+
| 0.2669 | 61.2 | 918 | 0.7886 | 0.3411 | 0.7886 | 0.8881 |
|
| 511 |
+
| 0.2669 | 61.3333 | 920 | 0.8681 | 0.3305 | 0.8681 | 0.9317 |
|
| 512 |
+
| 0.2669 | 61.4667 | 922 | 0.9060 | 0.3557 | 0.9060 | 0.9518 |
|
| 513 |
+
| 0.2669 | 61.6 | 924 | 0.9413 | 0.3697 | 0.9413 | 0.9702 |
|
| 514 |
+
| 0.2669 | 61.7333 | 926 | 0.9280 | 0.3503 | 0.9280 | 0.9633 |
|
| 515 |
+
| 0.2669 | 61.8667 | 928 | 0.8942 | 0.3390 | 0.8942 | 0.9456 |
|
| 516 |
+
| 0.2669 | 62.0 | 930 | 0.8704 | 0.3445 | 0.8704 | 0.9330 |
|
| 517 |
+
| 0.2669 | 62.1333 | 932 | 0.8384 | 0.3193 | 0.8384 | 0.9157 |
|
| 518 |
+
| 0.2669 | 62.2667 | 934 | 0.8237 | 0.3251 | 0.8237 | 0.9076 |
|
| 519 |
+
| 0.2669 | 62.4 | 936 | 0.8215 | 0.3719 | 0.8215 | 0.9064 |
|
| 520 |
+
| 0.2669 | 62.5333 | 938 | 0.8285 | 0.3827 | 0.8285 | 0.9102 |
|
| 521 |
+
| 0.2669 | 62.6667 | 940 | 0.8489 | 0.3503 | 0.8489 | 0.9213 |
|
| 522 |
+
| 0.2669 | 62.8 | 942 | 0.8535 | 0.3557 | 0.8535 | 0.9239 |
|
| 523 |
+
| 0.2669 | 62.9333 | 944 | 0.8347 | 0.3557 | 0.8347 | 0.9136 |
|
| 524 |
+
| 0.2669 | 63.0667 | 946 | 0.8442 | 0.3557 | 0.8442 | 0.9188 |
|
| 525 |
+
| 0.2669 | 63.2 | 948 | 0.8403 | 0.3557 | 0.8403 | 0.9167 |
|
| 526 |
+
| 0.2669 | 63.3333 | 950 | 0.8190 | 0.3557 | 0.8190 | 0.9050 |
|
| 527 |
+
| 0.2669 | 63.4667 | 952 | 0.7921 | 0.3557 | 0.7921 | 0.8900 |
|
| 528 |
+
| 0.2669 | 63.6 | 954 | 0.7897 | 0.3557 | 0.7897 | 0.8886 |
|
| 529 |
+
| 0.2669 | 63.7333 | 956 | 0.7996 | 0.3557 | 0.7996 | 0.8942 |
|
| 530 |
+
| 0.2669 | 63.8667 | 958 | 0.8120 | 0.3557 | 0.8120 | 0.9011 |
|
| 531 |
+
| 0.2669 | 64.0 | 960 | 0.8189 | 0.3503 | 0.8189 | 0.9049 |
|
| 532 |
+
| 0.2669 | 64.1333 | 962 | 0.8003 | 0.3503 | 0.8003 | 0.8946 |
|
| 533 |
+
| 0.2669 | 64.2667 | 964 | 0.7728 | 0.3772 | 0.7728 | 0.8791 |
|
| 534 |
+
| 0.2669 | 64.4 | 966 | 0.7574 | 0.3772 | 0.7574 | 0.8703 |
|
| 535 |
+
| 0.2669 | 64.5333 | 968 | 0.7525 | 0.3772 | 0.7525 | 0.8675 |
|
| 536 |
+
| 0.2669 | 64.6667 | 970 | 0.7497 | 0.3772 | 0.7497 | 0.8659 |
|
| 537 |
+
| 0.2669 | 64.8 | 972 | 0.7397 | 0.3772 | 0.7397 | 0.8601 |
|
| 538 |
+
| 0.2669 | 64.9333 | 974 | 0.7229 | 0.4142 | 0.7229 | 0.8502 |
|
| 539 |
+
| 0.2669 | 65.0667 | 976 | 0.7032 | 0.4204 | 0.7032 | 0.8386 |
|
| 540 |
+
| 0.2669 | 65.2 | 978 | 0.6897 | 0.4597 | 0.6897 | 0.8305 |
|
| 541 |
+
| 0.2669 | 65.3333 | 980 | 0.6720 | 0.5008 | 0.6720 | 0.8198 |
|
| 542 |
+
| 0.2669 | 65.4667 | 982 | 0.6808 | 0.4933 | 0.6808 | 0.8251 |
|
| 543 |
+
| 0.2669 | 65.6 | 984 | 0.6966 | 0.4933 | 0.6966 | 0.8346 |
|
| 544 |
+
| 0.2669 | 65.7333 | 986 | 0.7167 | 0.4204 | 0.7167 | 0.8466 |
|
| 545 |
+
| 0.2669 | 65.8667 | 988 | 0.7392 | 0.4142 | 0.7392 | 0.8598 |
|
| 546 |
+
| 0.2669 | 66.0 | 990 | 0.7243 | 0.4204 | 0.7243 | 0.8510 |
|
| 547 |
+
| 0.2669 | 66.1333 | 992 | 0.7005 | 0.4795 | 0.7005 | 0.8370 |
|
| 548 |
+
| 0.2669 | 66.2667 | 994 | 0.6744 | 0.4947 | 0.6744 | 0.8212 |
|
| 549 |
+
| 0.2669 | 66.4 | 996 | 0.6709 | 0.5227 | 0.6709 | 0.8191 |
|
| 550 |
+
| 0.2669 | 66.5333 | 998 | 0.6843 | 0.4870 | 0.6843 | 0.8272 |
|
| 551 |
+
| 0.0454 | 66.6667 | 1000 | 0.7154 | 0.4528 | 0.7154 | 0.8458 |
|
| 552 |
+
| 0.0454 | 66.8 | 1002 | 0.7284 | 0.4204 | 0.7284 | 0.8535 |
|
| 553 |
+
| 0.0454 | 66.9333 | 1004 | 0.7302 | 0.4204 | 0.7302 | 0.8545 |
|
| 554 |
+
| 0.0454 | 67.0667 | 1006 | 0.7559 | 0.4142 | 0.7559 | 0.8694 |
|
| 555 |
+
| 0.0454 | 67.2 | 1008 | 0.7764 | 0.4021 | 0.7764 | 0.8811 |
|
| 556 |
+
| 0.0454 | 67.3333 | 1010 | 0.7836 | 0.3716 | 0.7836 | 0.8852 |
|
| 557 |
+
|
| 558 |
+
|
| 559 |
+
### Framework versions
|
| 560 |
+
|
| 561 |
+
- Transformers 4.44.2
|
| 562 |
+
- Pytorch 2.4.0+cu118
|
| 563 |
+
- Datasets 2.21.0
|
| 564 |
+
- Tokenizers 0.19.1
|
config.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "aubmindlab/bert-base-arabertv02",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "LABEL_0"
|
| 13 |
+
},
|
| 14 |
+
"initializer_range": 0.02,
|
| 15 |
+
"intermediate_size": 3072,
|
| 16 |
+
"label2id": {
|
| 17 |
+
"LABEL_0": 0
|
| 18 |
+
},
|
| 19 |
+
"layer_norm_eps": 1e-12,
|
| 20 |
+
"max_position_embeddings": 512,
|
| 21 |
+
"model_type": "bert",
|
| 22 |
+
"num_attention_heads": 12,
|
| 23 |
+
"num_hidden_layers": 12,
|
| 24 |
+
"pad_token_id": 0,
|
| 25 |
+
"position_embedding_type": "absolute",
|
| 26 |
+
"problem_type": "regression",
|
| 27 |
+
"torch_dtype": "float32",
|
| 28 |
+
"transformers_version": "4.44.2",
|
| 29 |
+
"type_vocab_size": 2,
|
| 30 |
+
"use_cache": true,
|
| 31 |
+
"vocab_size": 64000
|
| 32 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:914dae3f3b3c8dbfd677ee1d7c65252721cd050b4be47a165c5af1525989119b
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b642b6acdea045ba8c142ee7721566bcf38ba48ff9eecb8981ba14b2eae30dcc
|
| 3 |
+
size 5304
|