Training in progress, step 500
Browse files- README.md +605 -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 |
+
- generated_from_trainer
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| 6 |
+
model-index:
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| 7 |
+
- name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask3_mechanics
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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. -->
|
| 13 |
+
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| 14 |
+
# Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask3_mechanics
|
| 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: 0.5486
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| 19 |
+
- Qwk: 0.6120
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| 20 |
+
- Mse: 0.5486
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| 21 |
+
- Rmse: 0.7407
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| 22 |
+
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| 23 |
+
## Model description
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| 24 |
+
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| 25 |
+
More information needed
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| 26 |
+
|
| 27 |
+
## Intended uses & limitations
|
| 28 |
+
|
| 29 |
+
More information needed
|
| 30 |
+
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| 31 |
+
## Training and evaluation data
|
| 32 |
+
|
| 33 |
+
More information needed
|
| 34 |
+
|
| 35 |
+
## Training procedure
|
| 36 |
+
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| 37 |
+
### Training hyperparameters
|
| 38 |
+
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| 39 |
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The following hyperparameters were used during training:
|
| 40 |
+
- learning_rate: 2e-05
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| 41 |
+
- train_batch_size: 8
|
| 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
|
| 45 |
+
- lr_scheduler_type: linear
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| 46 |
+
- num_epochs: 100
|
| 47 |
+
|
| 48 |
+
### Training results
|
| 49 |
+
|
| 50 |
+
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|
| 51 |
+
|:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
|
| 52 |
+
| No log | 0.0194 | 2 | 3.8833 | -0.0053 | 3.8833 | 1.9706 |
|
| 53 |
+
| No log | 0.0388 | 4 | 2.3408 | 0.0739 | 2.3408 | 1.5300 |
|
| 54 |
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| No log | 0.0583 | 6 | 1.6173 | 0.0427 | 1.6173 | 1.2717 |
|
| 55 |
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| No log | 0.0777 | 8 | 0.8769 | 0.1623 | 0.8769 | 0.9364 |
|
| 56 |
+
| No log | 0.0971 | 10 | 0.8875 | 0.0959 | 0.8875 | 0.9421 |
|
| 57 |
+
| No log | 0.1165 | 12 | 0.9316 | 0.0518 | 0.9316 | 0.9652 |
|
| 58 |
+
| No log | 0.1359 | 14 | 0.8493 | 0.0791 | 0.8493 | 0.9216 |
|
| 59 |
+
| No log | 0.1553 | 16 | 0.7424 | 0.2335 | 0.7424 | 0.8616 |
|
| 60 |
+
| No log | 0.1748 | 18 | 0.7008 | 0.3837 | 0.7008 | 0.8372 |
|
| 61 |
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| No log | 0.1942 | 20 | 0.7335 | 0.2624 | 0.7335 | 0.8564 |
|
| 62 |
+
| No log | 0.2136 | 22 | 0.6955 | 0.3274 | 0.6955 | 0.8339 |
|
| 63 |
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| No log | 0.2330 | 24 | 0.6201 | 0.4702 | 0.6201 | 0.7875 |
|
| 64 |
+
| No log | 0.2524 | 26 | 0.5883 | 0.4293 | 0.5883 | 0.7670 |
|
| 65 |
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| No log | 0.2718 | 28 | 0.5310 | 0.4842 | 0.5310 | 0.7287 |
|
| 66 |
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| No log | 0.2913 | 30 | 0.5005 | 0.5584 | 0.5005 | 0.7075 |
|
| 67 |
+
| No log | 0.3107 | 32 | 0.5024 | 0.5311 | 0.5024 | 0.7088 |
|
| 68 |
+
| No log | 0.3301 | 34 | 0.6221 | 0.3529 | 0.6221 | 0.7887 |
|
| 69 |
+
| No log | 0.3495 | 36 | 0.7058 | 0.3314 | 0.7058 | 0.8401 |
|
| 70 |
+
| No log | 0.3689 | 38 | 0.6354 | 0.4185 | 0.6354 | 0.7971 |
|
| 71 |
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| No log | 0.3883 | 40 | 0.5091 | 0.5235 | 0.5091 | 0.7135 |
|
| 72 |
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| No log | 0.4078 | 42 | 0.4584 | 0.5642 | 0.4584 | 0.6770 |
|
| 73 |
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| No log | 0.4272 | 44 | 0.4554 | 0.6134 | 0.4554 | 0.6748 |
|
| 74 |
+
| No log | 0.4466 | 46 | 0.4433 | 0.6297 | 0.4433 | 0.6658 |
|
| 75 |
+
| No log | 0.4660 | 48 | 0.4686 | 0.5997 | 0.4686 | 0.6846 |
|
| 76 |
+
| No log | 0.4854 | 50 | 0.6372 | 0.5266 | 0.6372 | 0.7982 |
|
| 77 |
+
| No log | 0.5049 | 52 | 0.6533 | 0.5190 | 0.6533 | 0.8083 |
|
| 78 |
+
| No log | 0.5243 | 54 | 0.5053 | 0.5365 | 0.5053 | 0.7108 |
|
| 79 |
+
| No log | 0.5437 | 56 | 0.4546 | 0.5742 | 0.4546 | 0.6742 |
|
| 80 |
+
| No log | 0.5631 | 58 | 0.4526 | 0.5844 | 0.4526 | 0.6728 |
|
| 81 |
+
| No log | 0.5825 | 60 | 0.4668 | 0.5480 | 0.4668 | 0.6832 |
|
| 82 |
+
| No log | 0.6019 | 62 | 0.4675 | 0.5541 | 0.4675 | 0.6837 |
|
| 83 |
+
| No log | 0.6214 | 64 | 0.4914 | 0.5183 | 0.4914 | 0.7010 |
|
| 84 |
+
| No log | 0.6408 | 66 | 0.5756 | 0.4990 | 0.5756 | 0.7587 |
|
| 85 |
+
| No log | 0.6602 | 68 | 0.5661 | 0.4768 | 0.5661 | 0.7524 |
|
| 86 |
+
| No log | 0.6796 | 70 | 0.4920 | 0.5121 | 0.4920 | 0.7014 |
|
| 87 |
+
| No log | 0.6990 | 72 | 0.4915 | 0.5392 | 0.4915 | 0.7011 |
|
| 88 |
+
| No log | 0.7184 | 74 | 0.5520 | 0.5374 | 0.5520 | 0.7430 |
|
| 89 |
+
| No log | 0.7379 | 76 | 0.6227 | 0.5391 | 0.6227 | 0.7891 |
|
| 90 |
+
| No log | 0.7573 | 78 | 0.4903 | 0.5495 | 0.4903 | 0.7002 |
|
| 91 |
+
| No log | 0.7767 | 80 | 0.4244 | 0.5871 | 0.4244 | 0.6515 |
|
| 92 |
+
| No log | 0.7961 | 82 | 0.4602 | 0.5275 | 0.4602 | 0.6784 |
|
| 93 |
+
| No log | 0.8155 | 84 | 0.4676 | 0.5681 | 0.4676 | 0.6838 |
|
| 94 |
+
| No log | 0.8350 | 86 | 0.4436 | 0.6175 | 0.4436 | 0.6660 |
|
| 95 |
+
| No log | 0.8544 | 88 | 0.4304 | 0.6321 | 0.4304 | 0.6560 |
|
| 96 |
+
| No log | 0.8738 | 90 | 0.4661 | 0.5741 | 0.4661 | 0.6827 |
|
| 97 |
+
| No log | 0.8932 | 92 | 0.6504 | 0.5548 | 0.6504 | 0.8065 |
|
| 98 |
+
| No log | 0.9126 | 94 | 0.7000 | 0.5540 | 0.7000 | 0.8367 |
|
| 99 |
+
| No log | 0.9320 | 96 | 0.5397 | 0.5589 | 0.5397 | 0.7347 |
|
| 100 |
+
| No log | 0.9515 | 98 | 0.4251 | 0.5783 | 0.4251 | 0.6520 |
|
| 101 |
+
| No log | 0.9709 | 100 | 0.4799 | 0.5355 | 0.4799 | 0.6928 |
|
| 102 |
+
| No log | 0.9903 | 102 | 0.4732 | 0.5172 | 0.4732 | 0.6879 |
|
| 103 |
+
| No log | 1.0097 | 104 | 0.4658 | 0.4877 | 0.4658 | 0.6825 |
|
| 104 |
+
| No log | 1.0291 | 106 | 0.5144 | 0.4908 | 0.5144 | 0.7172 |
|
| 105 |
+
| No log | 1.0485 | 108 | 0.5653 | 0.4567 | 0.5653 | 0.7519 |
|
| 106 |
+
| No log | 1.0680 | 110 | 0.5804 | 0.4651 | 0.5804 | 0.7618 |
|
| 107 |
+
| No log | 1.0874 | 112 | 0.5294 | 0.4871 | 0.5294 | 0.7276 |
|
| 108 |
+
| No log | 1.1068 | 114 | 0.4371 | 0.5929 | 0.4371 | 0.6611 |
|
| 109 |
+
| No log | 1.1262 | 116 | 0.4205 | 0.6704 | 0.4205 | 0.6484 |
|
| 110 |
+
| No log | 1.1456 | 118 | 0.4608 | 0.6773 | 0.4608 | 0.6788 |
|
| 111 |
+
| No log | 1.1650 | 120 | 0.4480 | 0.6545 | 0.4480 | 0.6694 |
|
| 112 |
+
| No log | 1.1845 | 122 | 0.4545 | 0.6508 | 0.4545 | 0.6741 |
|
| 113 |
+
| No log | 1.2039 | 124 | 0.5416 | 0.6289 | 0.5416 | 0.7360 |
|
| 114 |
+
| No log | 1.2233 | 126 | 0.7311 | 0.5248 | 0.7311 | 0.8551 |
|
| 115 |
+
| No log | 1.2427 | 128 | 0.8316 | 0.4851 | 0.8316 | 0.9119 |
|
| 116 |
+
| No log | 1.2621 | 130 | 0.6912 | 0.5541 | 0.6912 | 0.8314 |
|
| 117 |
+
| No log | 1.2816 | 132 | 0.4729 | 0.6601 | 0.4729 | 0.6877 |
|
| 118 |
+
| No log | 1.3010 | 134 | 0.4393 | 0.6204 | 0.4393 | 0.6628 |
|
| 119 |
+
| No log | 1.3204 | 136 | 0.4643 | 0.5808 | 0.4643 | 0.6814 |
|
| 120 |
+
| No log | 1.3398 | 138 | 0.5443 | 0.4786 | 0.5443 | 0.7378 |
|
| 121 |
+
| No log | 1.3592 | 140 | 0.5972 | 0.4567 | 0.5972 | 0.7728 |
|
| 122 |
+
| No log | 1.3786 | 142 | 0.5675 | 0.4847 | 0.5675 | 0.7533 |
|
| 123 |
+
| No log | 1.3981 | 144 | 0.5492 | 0.5283 | 0.5492 | 0.7411 |
|
| 124 |
+
| No log | 1.4175 | 146 | 0.4440 | 0.5981 | 0.4440 | 0.6663 |
|
| 125 |
+
| No log | 1.4369 | 148 | 0.4222 | 0.6318 | 0.4222 | 0.6497 |
|
| 126 |
+
| No log | 1.4563 | 150 | 0.4830 | 0.6480 | 0.4830 | 0.6950 |
|
| 127 |
+
| No log | 1.4757 | 152 | 0.4653 | 0.6519 | 0.4653 | 0.6822 |
|
| 128 |
+
| No log | 1.4951 | 154 | 0.4210 | 0.6763 | 0.4210 | 0.6488 |
|
| 129 |
+
| No log | 1.5146 | 156 | 0.4205 | 0.6916 | 0.4205 | 0.6484 |
|
| 130 |
+
| No log | 1.5340 | 158 | 0.4219 | 0.6934 | 0.4219 | 0.6495 |
|
| 131 |
+
| No log | 1.5534 | 160 | 0.4445 | 0.6891 | 0.4445 | 0.6667 |
|
| 132 |
+
| No log | 1.5728 | 162 | 0.4658 | 0.6597 | 0.4658 | 0.6825 |
|
| 133 |
+
| No log | 1.5922 | 164 | 0.5367 | 0.6353 | 0.5367 | 0.7326 |
|
| 134 |
+
| No log | 1.6117 | 166 | 0.6135 | 0.5850 | 0.6135 | 0.7833 |
|
| 135 |
+
| No log | 1.6311 | 168 | 0.5684 | 0.5862 | 0.5684 | 0.7539 |
|
| 136 |
+
| No log | 1.6505 | 170 | 0.4846 | 0.5733 | 0.4846 | 0.6961 |
|
| 137 |
+
| No log | 1.6699 | 172 | 0.4523 | 0.5880 | 0.4523 | 0.6726 |
|
| 138 |
+
| No log | 1.6893 | 174 | 0.4146 | 0.5966 | 0.4146 | 0.6439 |
|
| 139 |
+
| No log | 1.7087 | 176 | 0.4101 | 0.6007 | 0.4101 | 0.6404 |
|
| 140 |
+
| No log | 1.7282 | 178 | 0.4101 | 0.6418 | 0.4101 | 0.6404 |
|
| 141 |
+
| No log | 1.7476 | 180 | 0.3954 | 0.6956 | 0.3954 | 0.6288 |
|
| 142 |
+
| No log | 1.7670 | 182 | 0.4006 | 0.6870 | 0.4006 | 0.6329 |
|
| 143 |
+
| No log | 1.7864 | 184 | 0.4013 | 0.6872 | 0.4013 | 0.6335 |
|
| 144 |
+
| No log | 1.8058 | 186 | 0.3946 | 0.7005 | 0.3946 | 0.6282 |
|
| 145 |
+
| No log | 1.8252 | 188 | 0.3987 | 0.6990 | 0.3987 | 0.6315 |
|
| 146 |
+
| No log | 1.8447 | 190 | 0.4935 | 0.6330 | 0.4935 | 0.7025 |
|
| 147 |
+
| No log | 1.8641 | 192 | 0.5238 | 0.6220 | 0.5238 | 0.7237 |
|
| 148 |
+
| No log | 1.8835 | 194 | 0.5327 | 0.6181 | 0.5327 | 0.7299 |
|
| 149 |
+
| No log | 1.9029 | 196 | 0.4323 | 0.6440 | 0.4323 | 0.6575 |
|
| 150 |
+
| No log | 1.9223 | 198 | 0.4294 | 0.6427 | 0.4294 | 0.6553 |
|
| 151 |
+
| No log | 1.9417 | 200 | 0.3921 | 0.6636 | 0.3921 | 0.6262 |
|
| 152 |
+
| No log | 1.9612 | 202 | 0.3963 | 0.6533 | 0.3963 | 0.6296 |
|
| 153 |
+
| No log | 1.9806 | 204 | 0.5267 | 0.5182 | 0.5267 | 0.7257 |
|
| 154 |
+
| No log | 2.0 | 206 | 0.6034 | 0.4077 | 0.6034 | 0.7768 |
|
| 155 |
+
| No log | 2.0194 | 208 | 0.5175 | 0.4739 | 0.5175 | 0.7194 |
|
| 156 |
+
| No log | 2.0388 | 210 | 0.4602 | 0.5549 | 0.4602 | 0.6784 |
|
| 157 |
+
| No log | 2.0583 | 212 | 0.6244 | 0.4102 | 0.6244 | 0.7902 |
|
| 158 |
+
| No log | 2.0777 | 214 | 0.7973 | 0.4322 | 0.7973 | 0.8929 |
|
| 159 |
+
| No log | 2.0971 | 216 | 0.7765 | 0.4323 | 0.7765 | 0.8812 |
|
| 160 |
+
| No log | 2.1165 | 218 | 0.6271 | 0.4128 | 0.6271 | 0.7919 |
|
| 161 |
+
| No log | 2.1359 | 220 | 0.4874 | 0.4928 | 0.4874 | 0.6981 |
|
| 162 |
+
| No log | 2.1553 | 222 | 0.4778 | 0.5542 | 0.4778 | 0.6912 |
|
| 163 |
+
| No log | 2.1748 | 224 | 0.4686 | 0.5741 | 0.4686 | 0.6846 |
|
| 164 |
+
| No log | 2.1942 | 226 | 0.4509 | 0.6062 | 0.4509 | 0.6715 |
|
| 165 |
+
| No log | 2.2136 | 228 | 0.4309 | 0.6188 | 0.4309 | 0.6564 |
|
| 166 |
+
| No log | 2.2330 | 230 | 0.4298 | 0.6091 | 0.4298 | 0.6556 |
|
| 167 |
+
| No log | 2.2524 | 232 | 0.4505 | 0.6234 | 0.4505 | 0.6712 |
|
| 168 |
+
| No log | 2.2718 | 234 | 0.4482 | 0.6475 | 0.4482 | 0.6695 |
|
| 169 |
+
| No log | 2.2913 | 236 | 0.4479 | 0.6715 | 0.4479 | 0.6692 |
|
| 170 |
+
| No log | 2.3107 | 238 | 0.4374 | 0.6934 | 0.4374 | 0.6614 |
|
| 171 |
+
| No log | 2.3301 | 240 | 0.4458 | 0.6832 | 0.4458 | 0.6677 |
|
| 172 |
+
| No log | 2.3495 | 242 | 0.4725 | 0.6739 | 0.4725 | 0.6874 |
|
| 173 |
+
| No log | 2.3689 | 244 | 0.5711 | 0.6093 | 0.5711 | 0.7557 |
|
| 174 |
+
| No log | 2.3883 | 246 | 0.5409 | 0.6294 | 0.5409 | 0.7355 |
|
| 175 |
+
| No log | 2.4078 | 248 | 0.4286 | 0.6672 | 0.4286 | 0.6547 |
|
| 176 |
+
| No log | 2.4272 | 250 | 0.4337 | 0.6970 | 0.4337 | 0.6586 |
|
| 177 |
+
| No log | 2.4466 | 252 | 0.4388 | 0.6629 | 0.4388 | 0.6624 |
|
| 178 |
+
| No log | 2.4660 | 254 | 0.4210 | 0.6790 | 0.4210 | 0.6488 |
|
| 179 |
+
| No log | 2.4854 | 256 | 0.4148 | 0.6502 | 0.4148 | 0.6441 |
|
| 180 |
+
| No log | 2.5049 | 258 | 0.4884 | 0.5917 | 0.4884 | 0.6989 |
|
| 181 |
+
| No log | 2.5243 | 260 | 0.6706 | 0.5558 | 0.6706 | 0.8189 |
|
| 182 |
+
| No log | 2.5437 | 262 | 0.6375 | 0.5635 | 0.6375 | 0.7984 |
|
| 183 |
+
| No log | 2.5631 | 264 | 0.4362 | 0.6458 | 0.4362 | 0.6604 |
|
| 184 |
+
| No log | 2.5825 | 266 | 0.4128 | 0.7059 | 0.4128 | 0.6425 |
|
| 185 |
+
| No log | 2.6019 | 268 | 0.4766 | 0.6640 | 0.4766 | 0.6903 |
|
| 186 |
+
| No log | 2.6214 | 270 | 0.4140 | 0.6892 | 0.4140 | 0.6434 |
|
| 187 |
+
| No log | 2.6408 | 272 | 0.6027 | 0.6319 | 0.6027 | 0.7763 |
|
| 188 |
+
| No log | 2.6602 | 274 | 0.9289 | 0.5623 | 0.9289 | 0.9638 |
|
| 189 |
+
| No log | 2.6796 | 276 | 0.8390 | 0.5768 | 0.8390 | 0.9159 |
|
| 190 |
+
| No log | 2.6990 | 278 | 0.5414 | 0.6161 | 0.5414 | 0.7358 |
|
| 191 |
+
| No log | 2.7184 | 280 | 0.3883 | 0.6706 | 0.3883 | 0.6231 |
|
| 192 |
+
| No log | 2.7379 | 282 | 0.3856 | 0.6601 | 0.3856 | 0.6210 |
|
| 193 |
+
| No log | 2.7573 | 284 | 0.4270 | 0.6430 | 0.4270 | 0.6534 |
|
| 194 |
+
| No log | 2.7767 | 286 | 0.5070 | 0.5937 | 0.5070 | 0.7120 |
|
| 195 |
+
| No log | 2.7961 | 288 | 0.4750 | 0.6137 | 0.4750 | 0.6892 |
|
| 196 |
+
| No log | 2.8155 | 290 | 0.4027 | 0.6608 | 0.4027 | 0.6346 |
|
| 197 |
+
| No log | 2.8350 | 292 | 0.3927 | 0.7103 | 0.3927 | 0.6267 |
|
| 198 |
+
| No log | 2.8544 | 294 | 0.4173 | 0.6893 | 0.4173 | 0.6460 |
|
| 199 |
+
| No log | 2.8738 | 296 | 0.4921 | 0.6686 | 0.4921 | 0.7015 |
|
| 200 |
+
| No log | 2.8932 | 298 | 0.5145 | 0.6709 | 0.5145 | 0.7173 |
|
| 201 |
+
| No log | 2.9126 | 300 | 0.5798 | 0.6181 | 0.5798 | 0.7615 |
|
| 202 |
+
| No log | 2.9320 | 302 | 0.5444 | 0.6318 | 0.5444 | 0.7378 |
|
| 203 |
+
| No log | 2.9515 | 304 | 0.6101 | 0.6389 | 0.6101 | 0.7811 |
|
| 204 |
+
| No log | 2.9709 | 306 | 0.5852 | 0.6456 | 0.5852 | 0.7650 |
|
| 205 |
+
| No log | 2.9903 | 308 | 0.5368 | 0.6623 | 0.5368 | 0.7326 |
|
| 206 |
+
| No log | 3.0097 | 310 | 0.4971 | 0.6923 | 0.4971 | 0.7050 |
|
| 207 |
+
| No log | 3.0291 | 312 | 0.4764 | 0.7044 | 0.4764 | 0.6902 |
|
| 208 |
+
| No log | 3.0485 | 314 | 0.4414 | 0.7373 | 0.4414 | 0.6644 |
|
| 209 |
+
| No log | 3.0680 | 316 | 0.4108 | 0.7011 | 0.4108 | 0.6409 |
|
| 210 |
+
| No log | 3.0874 | 318 | 0.4374 | 0.6300 | 0.4374 | 0.6613 |
|
| 211 |
+
| No log | 3.1068 | 320 | 0.5124 | 0.6138 | 0.5124 | 0.7158 |
|
| 212 |
+
| No log | 3.1262 | 322 | 0.6181 | 0.5746 | 0.6181 | 0.7862 |
|
| 213 |
+
| No log | 3.1456 | 324 | 0.5101 | 0.6292 | 0.5101 | 0.7142 |
|
| 214 |
+
| No log | 3.1650 | 326 | 0.4142 | 0.6790 | 0.4142 | 0.6436 |
|
| 215 |
+
| No log | 3.1845 | 328 | 0.3936 | 0.6483 | 0.3936 | 0.6274 |
|
| 216 |
+
| No log | 3.2039 | 330 | 0.4079 | 0.6685 | 0.4079 | 0.6387 |
|
| 217 |
+
| No log | 3.2233 | 332 | 0.4207 | 0.6869 | 0.4207 | 0.6486 |
|
| 218 |
+
| No log | 3.2427 | 334 | 0.3905 | 0.6633 | 0.3905 | 0.6249 |
|
| 219 |
+
| No log | 3.2621 | 336 | 0.4824 | 0.5534 | 0.4824 | 0.6946 |
|
| 220 |
+
| No log | 3.2816 | 338 | 0.6471 | 0.4903 | 0.6471 | 0.8044 |
|
| 221 |
+
| No log | 3.3010 | 340 | 0.6131 | 0.5036 | 0.6131 | 0.7830 |
|
| 222 |
+
| No log | 3.3204 | 342 | 0.5424 | 0.5832 | 0.5424 | 0.7365 |
|
| 223 |
+
| No log | 3.3398 | 344 | 0.4589 | 0.6848 | 0.4589 | 0.6774 |
|
| 224 |
+
| No log | 3.3592 | 346 | 0.3879 | 0.6987 | 0.3879 | 0.6228 |
|
| 225 |
+
| No log | 3.3786 | 348 | 0.4205 | 0.6801 | 0.4205 | 0.6484 |
|
| 226 |
+
| No log | 3.3981 | 350 | 0.5248 | 0.5846 | 0.5248 | 0.7244 |
|
| 227 |
+
| No log | 3.4175 | 352 | 0.4997 | 0.5542 | 0.4997 | 0.7069 |
|
| 228 |
+
| No log | 3.4369 | 354 | 0.4415 | 0.6302 | 0.4415 | 0.6644 |
|
| 229 |
+
| No log | 3.4563 | 356 | 0.4217 | 0.6868 | 0.4217 | 0.6494 |
|
| 230 |
+
| No log | 3.4757 | 358 | 0.4201 | 0.6877 | 0.4201 | 0.6482 |
|
| 231 |
+
| No log | 3.4951 | 360 | 0.4511 | 0.6654 | 0.4511 | 0.6717 |
|
| 232 |
+
| No log | 3.5146 | 362 | 0.4924 | 0.6176 | 0.4924 | 0.7017 |
|
| 233 |
+
| No log | 3.5340 | 364 | 0.5529 | 0.5828 | 0.5529 | 0.7436 |
|
| 234 |
+
| No log | 3.5534 | 366 | 0.5890 | 0.5666 | 0.5890 | 0.7675 |
|
| 235 |
+
| No log | 3.5728 | 368 | 0.5109 | 0.6314 | 0.5109 | 0.7148 |
|
| 236 |
+
| No log | 3.5922 | 370 | 0.4969 | 0.6361 | 0.4969 | 0.7049 |
|
| 237 |
+
| No log | 3.6117 | 372 | 0.5634 | 0.5966 | 0.5634 | 0.7506 |
|
| 238 |
+
| No log | 3.6311 | 374 | 0.4913 | 0.6209 | 0.4913 | 0.7009 |
|
| 239 |
+
| No log | 3.6505 | 376 | 0.4470 | 0.6656 | 0.4470 | 0.6686 |
|
| 240 |
+
| No log | 3.6699 | 378 | 0.4356 | 0.6808 | 0.4356 | 0.6600 |
|
| 241 |
+
| No log | 3.6893 | 380 | 0.4548 | 0.6821 | 0.4548 | 0.6744 |
|
| 242 |
+
| No log | 3.7087 | 382 | 0.4621 | 0.6758 | 0.4621 | 0.6798 |
|
| 243 |
+
| No log | 3.7282 | 384 | 0.4740 | 0.6670 | 0.4740 | 0.6885 |
|
| 244 |
+
| No log | 3.7476 | 386 | 0.5466 | 0.6503 | 0.5466 | 0.7393 |
|
| 245 |
+
| No log | 3.7670 | 388 | 0.6331 | 0.6243 | 0.6331 | 0.7957 |
|
| 246 |
+
| No log | 3.7864 | 390 | 0.5695 | 0.6109 | 0.5695 | 0.7547 |
|
| 247 |
+
| No log | 3.8058 | 392 | 0.4505 | 0.6001 | 0.4505 | 0.6712 |
|
| 248 |
+
| No log | 3.8252 | 394 | 0.5009 | 0.5928 | 0.5009 | 0.7077 |
|
| 249 |
+
| No log | 3.8447 | 396 | 0.4912 | 0.6073 | 0.4912 | 0.7009 |
|
| 250 |
+
| No log | 3.8641 | 398 | 0.4895 | 0.6291 | 0.4895 | 0.6997 |
|
| 251 |
+
| No log | 3.8835 | 400 | 0.4515 | 0.6352 | 0.4515 | 0.6719 |
|
| 252 |
+
| No log | 3.9029 | 402 | 0.5253 | 0.5809 | 0.5253 | 0.7248 |
|
| 253 |
+
| No log | 3.9223 | 404 | 0.5523 | 0.6248 | 0.5523 | 0.7431 |
|
| 254 |
+
| No log | 3.9417 | 406 | 0.4852 | 0.6285 | 0.4852 | 0.6965 |
|
| 255 |
+
| No log | 3.9612 | 408 | 0.4471 | 0.6737 | 0.4471 | 0.6687 |
|
| 256 |
+
| No log | 3.9806 | 410 | 0.4704 | 0.6870 | 0.4704 | 0.6859 |
|
| 257 |
+
| No log | 4.0 | 412 | 0.5011 | 0.6684 | 0.5011 | 0.7079 |
|
| 258 |
+
| No log | 4.0194 | 414 | 0.4694 | 0.6838 | 0.4694 | 0.6851 |
|
| 259 |
+
| No log | 4.0388 | 416 | 0.5397 | 0.6504 | 0.5397 | 0.7347 |
|
| 260 |
+
| No log | 4.0583 | 418 | 0.4735 | 0.6675 | 0.4735 | 0.6881 |
|
| 261 |
+
| No log | 4.0777 | 420 | 0.4169 | 0.7137 | 0.4169 | 0.6457 |
|
| 262 |
+
| No log | 4.0971 | 422 | 0.3915 | 0.6872 | 0.3915 | 0.6257 |
|
| 263 |
+
| No log | 4.1165 | 424 | 0.4318 | 0.6470 | 0.4318 | 0.6571 |
|
| 264 |
+
| No log | 4.1359 | 426 | 0.3921 | 0.6741 | 0.3921 | 0.6261 |
|
| 265 |
+
| No log | 4.1553 | 428 | 0.4696 | 0.6413 | 0.4696 | 0.6853 |
|
| 266 |
+
| No log | 4.1748 | 430 | 0.6083 | 0.5867 | 0.6083 | 0.7799 |
|
| 267 |
+
| No log | 4.1942 | 432 | 0.7615 | 0.5663 | 0.7615 | 0.8727 |
|
| 268 |
+
| No log | 4.2136 | 434 | 0.6713 | 0.5990 | 0.6713 | 0.8193 |
|
| 269 |
+
| No log | 4.2330 | 436 | 0.4641 | 0.7063 | 0.4641 | 0.6812 |
|
| 270 |
+
| No log | 4.2524 | 438 | 0.4228 | 0.7007 | 0.4228 | 0.6502 |
|
| 271 |
+
| No log | 4.2718 | 440 | 0.4232 | 0.7036 | 0.4232 | 0.6506 |
|
| 272 |
+
| No log | 4.2913 | 442 | 0.4658 | 0.6841 | 0.4658 | 0.6825 |
|
| 273 |
+
| No log | 4.3107 | 444 | 0.5041 | 0.6771 | 0.5041 | 0.7100 |
|
| 274 |
+
| No log | 4.3301 | 446 | 0.5302 | 0.6405 | 0.5302 | 0.7282 |
|
| 275 |
+
| No log | 4.3495 | 448 | 0.4585 | 0.6701 | 0.4585 | 0.6771 |
|
| 276 |
+
| No log | 4.3689 | 450 | 0.4457 | 0.6692 | 0.4457 | 0.6676 |
|
| 277 |
+
| No log | 4.3883 | 452 | 0.4545 | 0.6041 | 0.4545 | 0.6741 |
|
| 278 |
+
| No log | 4.4078 | 454 | 0.4693 | 0.6023 | 0.4693 | 0.6850 |
|
| 279 |
+
| No log | 4.4272 | 456 | 0.4752 | 0.5956 | 0.4752 | 0.6893 |
|
| 280 |
+
| No log | 4.4466 | 458 | 0.4663 | 0.6012 | 0.4663 | 0.6829 |
|
| 281 |
+
| No log | 4.4660 | 460 | 0.5293 | 0.5896 | 0.5293 | 0.7275 |
|
| 282 |
+
| No log | 4.4854 | 462 | 0.7724 | 0.5123 | 0.7724 | 0.8788 |
|
| 283 |
+
| No log | 4.5049 | 464 | 0.7973 | 0.5795 | 0.7973 | 0.8929 |
|
| 284 |
+
| No log | 4.5243 | 466 | 0.5391 | 0.6588 | 0.5391 | 0.7342 |
|
| 285 |
+
| No log | 4.5437 | 468 | 0.4538 | 0.6847 | 0.4538 | 0.6737 |
|
| 286 |
+
| No log | 4.5631 | 470 | 0.4464 | 0.6878 | 0.4464 | 0.6681 |
|
| 287 |
+
| No log | 4.5825 | 472 | 0.4619 | 0.6463 | 0.4619 | 0.6796 |
|
| 288 |
+
| No log | 4.6019 | 474 | 0.4809 | 0.6270 | 0.4809 | 0.6935 |
|
| 289 |
+
| No log | 4.6214 | 476 | 0.4887 | 0.6165 | 0.4887 | 0.6991 |
|
| 290 |
+
| No log | 4.6408 | 478 | 0.5443 | 0.6141 | 0.5443 | 0.7377 |
|
| 291 |
+
| No log | 4.6602 | 480 | 0.4904 | 0.6384 | 0.4904 | 0.7003 |
|
| 292 |
+
| No log | 4.6796 | 482 | 0.4611 | 0.6241 | 0.4611 | 0.6790 |
|
| 293 |
+
| No log | 4.6990 | 484 | 0.4828 | 0.5964 | 0.4828 | 0.6949 |
|
| 294 |
+
| No log | 4.7184 | 486 | 0.4836 | 0.6126 | 0.4836 | 0.6954 |
|
| 295 |
+
| No log | 4.7379 | 488 | 0.4689 | 0.6552 | 0.4689 | 0.6848 |
|
| 296 |
+
| No log | 4.7573 | 490 | 0.4743 | 0.6470 | 0.4743 | 0.6887 |
|
| 297 |
+
| No log | 4.7767 | 492 | 0.4742 | 0.6211 | 0.4742 | 0.6887 |
|
| 298 |
+
| No log | 4.7961 | 494 | 0.4542 | 0.6352 | 0.4542 | 0.6739 |
|
| 299 |
+
| No log | 4.8155 | 496 | 0.4513 | 0.6771 | 0.4513 | 0.6718 |
|
| 300 |
+
| No log | 4.8350 | 498 | 0.6635 | 0.6001 | 0.6635 | 0.8145 |
|
| 301 |
+
| 0.493 | 4.8544 | 500 | 0.8138 | 0.5515 | 0.8138 | 0.9021 |
|
| 302 |
+
| 0.493 | 4.8738 | 502 | 0.6472 | 0.6086 | 0.6472 | 0.8045 |
|
| 303 |
+
| 0.493 | 4.8932 | 504 | 0.4505 | 0.6616 | 0.4505 | 0.6712 |
|
| 304 |
+
| 0.493 | 4.9126 | 506 | 0.4094 | 0.6552 | 0.4094 | 0.6398 |
|
| 305 |
+
| 0.493 | 4.9320 | 508 | 0.4072 | 0.6739 | 0.4072 | 0.6381 |
|
| 306 |
+
| 0.493 | 4.9515 | 510 | 0.4306 | 0.6459 | 0.4306 | 0.6562 |
|
| 307 |
+
| 0.493 | 4.9709 | 512 | 0.5431 | 0.6310 | 0.5431 | 0.7369 |
|
| 308 |
+
| 0.493 | 4.9903 | 514 | 0.6790 | 0.5949 | 0.6790 | 0.8240 |
|
| 309 |
+
| 0.493 | 5.0097 | 516 | 0.5833 | 0.6610 | 0.5833 | 0.7637 |
|
| 310 |
+
| 0.493 | 5.0291 | 518 | 0.5071 | 0.7144 | 0.5071 | 0.7121 |
|
| 311 |
+
| 0.493 | 5.0485 | 520 | 0.4792 | 0.7003 | 0.4792 | 0.6922 |
|
| 312 |
+
| 0.493 | 5.0680 | 522 | 0.4813 | 0.7157 | 0.4813 | 0.6938 |
|
| 313 |
+
| 0.493 | 5.0874 | 524 | 0.6300 | 0.6534 | 0.6300 | 0.7937 |
|
| 314 |
+
| 0.493 | 5.1068 | 526 | 0.9046 | 0.5369 | 0.9046 | 0.9511 |
|
| 315 |
+
| 0.493 | 5.1262 | 528 | 0.8614 | 0.5464 | 0.8614 | 0.9281 |
|
| 316 |
+
| 0.493 | 5.1456 | 530 | 0.6026 | 0.6399 | 0.6026 | 0.7763 |
|
| 317 |
+
| 0.493 | 5.1650 | 532 | 0.4396 | 0.6664 | 0.4396 | 0.6630 |
|
| 318 |
+
| 0.493 | 5.1845 | 534 | 0.4953 | 0.6237 | 0.4953 | 0.7038 |
|
| 319 |
+
| 0.493 | 5.2039 | 536 | 0.4899 | 0.6028 | 0.4899 | 0.6999 |
|
| 320 |
+
| 0.493 | 5.2233 | 538 | 0.4495 | 0.6203 | 0.4495 | 0.6704 |
|
| 321 |
+
| 0.493 | 5.2427 | 540 | 0.5025 | 0.5772 | 0.5025 | 0.7089 |
|
| 322 |
+
| 0.493 | 5.2621 | 542 | 0.6110 | 0.5419 | 0.6110 | 0.7817 |
|
| 323 |
+
| 0.493 | 5.2816 | 544 | 0.6234 | 0.5709 | 0.6234 | 0.7896 |
|
| 324 |
+
| 0.493 | 5.3010 | 546 | 0.4928 | 0.6548 | 0.4928 | 0.7020 |
|
| 325 |
+
| 0.493 | 5.3204 | 548 | 0.4141 | 0.6927 | 0.4141 | 0.6435 |
|
| 326 |
+
| 0.493 | 5.3398 | 550 | 0.4034 | 0.6949 | 0.4034 | 0.6351 |
|
| 327 |
+
| 0.493 | 5.3592 | 552 | 0.4474 | 0.6730 | 0.4474 | 0.6689 |
|
| 328 |
+
| 0.493 | 5.3786 | 554 | 0.7140 | 0.5849 | 0.7140 | 0.8450 |
|
| 329 |
+
| 0.493 | 5.3981 | 556 | 0.8787 | 0.5362 | 0.8787 | 0.9374 |
|
| 330 |
+
| 0.493 | 5.4175 | 558 | 0.7450 | 0.5698 | 0.7450 | 0.8631 |
|
| 331 |
+
| 0.493 | 5.4369 | 560 | 0.4660 | 0.6593 | 0.4660 | 0.6826 |
|
| 332 |
+
| 0.493 | 5.4563 | 562 | 0.4271 | 0.6852 | 0.4271 | 0.6535 |
|
| 333 |
+
| 0.493 | 5.4757 | 564 | 0.4425 | 0.6714 | 0.4425 | 0.6652 |
|
| 334 |
+
| 0.493 | 5.4951 | 566 | 0.3990 | 0.6583 | 0.3990 | 0.6317 |
|
| 335 |
+
| 0.493 | 5.5146 | 568 | 0.5150 | 0.6749 | 0.5150 | 0.7176 |
|
| 336 |
+
| 0.493 | 5.5340 | 570 | 0.7017 | 0.5634 | 0.7017 | 0.8377 |
|
| 337 |
+
| 0.493 | 5.5534 | 572 | 0.6702 | 0.5700 | 0.6702 | 0.8187 |
|
| 338 |
+
| 0.493 | 5.5728 | 574 | 0.4986 | 0.6441 | 0.4986 | 0.7061 |
|
| 339 |
+
| 0.493 | 5.5922 | 576 | 0.3861 | 0.6835 | 0.3861 | 0.6213 |
|
| 340 |
+
| 0.493 | 5.6117 | 578 | 0.3774 | 0.6851 | 0.3774 | 0.6143 |
|
| 341 |
+
| 0.493 | 5.6311 | 580 | 0.3864 | 0.7036 | 0.3864 | 0.6216 |
|
| 342 |
+
| 0.493 | 5.6505 | 582 | 0.4659 | 0.7001 | 0.4659 | 0.6826 |
|
| 343 |
+
| 0.493 | 5.6699 | 584 | 0.6363 | 0.6551 | 0.6363 | 0.7977 |
|
| 344 |
+
| 0.493 | 5.6893 | 586 | 0.6263 | 0.6553 | 0.6263 | 0.7914 |
|
| 345 |
+
| 0.493 | 5.7087 | 588 | 0.4776 | 0.6682 | 0.4776 | 0.6911 |
|
| 346 |
+
| 0.493 | 5.7282 | 590 | 0.4067 | 0.6768 | 0.4067 | 0.6378 |
|
| 347 |
+
| 0.493 | 5.7476 | 592 | 0.4201 | 0.6793 | 0.4201 | 0.6481 |
|
| 348 |
+
| 0.493 | 5.7670 | 594 | 0.4754 | 0.6430 | 0.4754 | 0.6895 |
|
| 349 |
+
| 0.493 | 5.7864 | 596 | 0.5505 | 0.6035 | 0.5505 | 0.7420 |
|
| 350 |
+
| 0.493 | 5.8058 | 598 | 0.4910 | 0.6292 | 0.4910 | 0.7007 |
|
| 351 |
+
| 0.493 | 5.8252 | 600 | 0.4211 | 0.6661 | 0.4211 | 0.6489 |
|
| 352 |
+
| 0.493 | 5.8447 | 602 | 0.3902 | 0.6897 | 0.3902 | 0.6247 |
|
| 353 |
+
| 0.493 | 5.8641 | 604 | 0.3993 | 0.6835 | 0.3993 | 0.6319 |
|
| 354 |
+
| 0.493 | 5.8835 | 606 | 0.3807 | 0.7046 | 0.3807 | 0.6170 |
|
| 355 |
+
| 0.493 | 5.9029 | 608 | 0.4611 | 0.6496 | 0.4611 | 0.6790 |
|
| 356 |
+
| 0.493 | 5.9223 | 610 | 0.4965 | 0.6527 | 0.4965 | 0.7046 |
|
| 357 |
+
| 0.493 | 5.9417 | 612 | 0.4733 | 0.6520 | 0.4733 | 0.6880 |
|
| 358 |
+
| 0.493 | 5.9612 | 614 | 0.4053 | 0.6513 | 0.4053 | 0.6366 |
|
| 359 |
+
| 0.493 | 5.9806 | 616 | 0.4176 | 0.6163 | 0.4176 | 0.6462 |
|
| 360 |
+
| 0.493 | 6.0 | 618 | 0.4373 | 0.6219 | 0.4373 | 0.6613 |
|
| 361 |
+
| 0.493 | 6.0194 | 620 | 0.4803 | 0.5517 | 0.4803 | 0.6930 |
|
| 362 |
+
| 0.493 | 6.0388 | 622 | 0.6060 | 0.5948 | 0.6060 | 0.7784 |
|
| 363 |
+
| 0.493 | 6.0583 | 624 | 0.6248 | 0.6079 | 0.6248 | 0.7905 |
|
| 364 |
+
| 0.493 | 6.0777 | 626 | 0.5353 | 0.6413 | 0.5353 | 0.7317 |
|
| 365 |
+
| 0.493 | 6.0971 | 628 | 0.4857 | 0.6865 | 0.4857 | 0.6969 |
|
| 366 |
+
| 0.493 | 6.1165 | 630 | 0.5224 | 0.6791 | 0.5224 | 0.7227 |
|
| 367 |
+
| 0.493 | 6.1359 | 632 | 0.6297 | 0.6402 | 0.6297 | 0.7935 |
|
| 368 |
+
| 0.493 | 6.1553 | 634 | 0.6595 | 0.6219 | 0.6595 | 0.8121 |
|
| 369 |
+
| 0.493 | 6.1748 | 636 | 0.6020 | 0.6193 | 0.6020 | 0.7759 |
|
| 370 |
+
| 0.493 | 6.1942 | 638 | 0.4689 | 0.6613 | 0.4689 | 0.6848 |
|
| 371 |
+
| 0.493 | 6.2136 | 640 | 0.4283 | 0.6397 | 0.4283 | 0.6544 |
|
| 372 |
+
| 0.493 | 6.2330 | 642 | 0.4301 | 0.6555 | 0.4301 | 0.6558 |
|
| 373 |
+
| 0.493 | 6.2524 | 644 | 0.4715 | 0.6780 | 0.4715 | 0.6867 |
|
| 374 |
+
| 0.493 | 6.2718 | 646 | 0.4448 | 0.6915 | 0.4448 | 0.6669 |
|
| 375 |
+
| 0.493 | 6.2913 | 648 | 0.4348 | 0.7010 | 0.4348 | 0.6594 |
|
| 376 |
+
| 0.493 | 6.3107 | 650 | 0.4320 | 0.7021 | 0.4320 | 0.6573 |
|
| 377 |
+
| 0.493 | 6.3301 | 652 | 0.4082 | 0.6641 | 0.4082 | 0.6389 |
|
| 378 |
+
| 0.493 | 6.3495 | 654 | 0.3999 | 0.6845 | 0.3999 | 0.6323 |
|
| 379 |
+
| 0.493 | 6.3689 | 656 | 0.4154 | 0.6893 | 0.4154 | 0.6445 |
|
| 380 |
+
| 0.493 | 6.3883 | 658 | 0.4846 | 0.7028 | 0.4846 | 0.6961 |
|
| 381 |
+
| 0.493 | 6.4078 | 660 | 0.6257 | 0.6533 | 0.6257 | 0.7910 |
|
| 382 |
+
| 0.493 | 6.4272 | 662 | 0.7919 | 0.5924 | 0.7919 | 0.8899 |
|
| 383 |
+
| 0.493 | 6.4466 | 664 | 0.6794 | 0.6479 | 0.6794 | 0.8242 |
|
| 384 |
+
| 0.493 | 6.4660 | 666 | 0.4588 | 0.6715 | 0.4588 | 0.6773 |
|
| 385 |
+
| 0.493 | 6.4854 | 668 | 0.4564 | 0.6746 | 0.4564 | 0.6756 |
|
| 386 |
+
| 0.493 | 6.5049 | 670 | 0.4251 | 0.6248 | 0.4251 | 0.6520 |
|
| 387 |
+
| 0.493 | 6.5243 | 672 | 0.4923 | 0.6333 | 0.4923 | 0.7016 |
|
| 388 |
+
| 0.493 | 6.5437 | 674 | 0.6819 | 0.5682 | 0.6819 | 0.8258 |
|
| 389 |
+
| 0.493 | 6.5631 | 676 | 0.6888 | 0.5528 | 0.6888 | 0.8299 |
|
| 390 |
+
| 0.493 | 6.5825 | 678 | 0.5351 | 0.6198 | 0.5351 | 0.7315 |
|
| 391 |
+
| 0.493 | 6.6019 | 680 | 0.4179 | 0.6526 | 0.4179 | 0.6465 |
|
| 392 |
+
| 0.493 | 6.6214 | 682 | 0.4095 | 0.7135 | 0.4095 | 0.6399 |
|
| 393 |
+
| 0.493 | 6.6408 | 684 | 0.4388 | 0.7050 | 0.4388 | 0.6624 |
|
| 394 |
+
| 0.493 | 6.6602 | 686 | 0.5103 | 0.6759 | 0.5103 | 0.7143 |
|
| 395 |
+
| 0.493 | 6.6796 | 688 | 0.5731 | 0.6512 | 0.5731 | 0.7570 |
|
| 396 |
+
| 0.493 | 6.6990 | 690 | 0.4951 | 0.6558 | 0.4951 | 0.7036 |
|
| 397 |
+
| 0.493 | 6.7184 | 692 | 0.4328 | 0.6507 | 0.4328 | 0.6579 |
|
| 398 |
+
| 0.493 | 6.7379 | 694 | 0.4189 | 0.6677 | 0.4189 | 0.6472 |
|
| 399 |
+
| 0.493 | 6.7573 | 696 | 0.4316 | 0.6660 | 0.4316 | 0.6570 |
|
| 400 |
+
| 0.493 | 6.7767 | 698 | 0.4609 | 0.6539 | 0.4609 | 0.6789 |
|
| 401 |
+
| 0.493 | 6.7961 | 700 | 0.5633 | 0.6482 | 0.5633 | 0.7505 |
|
| 402 |
+
| 0.493 | 6.8155 | 702 | 0.6047 | 0.6241 | 0.6047 | 0.7776 |
|
| 403 |
+
| 0.493 | 6.8350 | 704 | 0.5152 | 0.6808 | 0.5152 | 0.7178 |
|
| 404 |
+
| 0.493 | 6.8544 | 706 | 0.4695 | 0.6941 | 0.4695 | 0.6852 |
|
| 405 |
+
| 0.493 | 6.8738 | 708 | 0.4684 | 0.7077 | 0.4684 | 0.6844 |
|
| 406 |
+
| 0.493 | 6.8932 | 710 | 0.5891 | 0.6362 | 0.5891 | 0.7675 |
|
| 407 |
+
| 0.493 | 6.9126 | 712 | 0.6650 | 0.6256 | 0.6650 | 0.8155 |
|
| 408 |
+
| 0.493 | 6.9320 | 714 | 0.4975 | 0.6797 | 0.4975 | 0.7053 |
|
| 409 |
+
| 0.493 | 6.9515 | 716 | 0.4172 | 0.6964 | 0.4172 | 0.6459 |
|
| 410 |
+
| 0.493 | 6.9709 | 718 | 0.4257 | 0.6905 | 0.4257 | 0.6525 |
|
| 411 |
+
| 0.493 | 6.9903 | 720 | 0.4277 | 0.6993 | 0.4277 | 0.6540 |
|
| 412 |
+
| 0.493 | 7.0097 | 722 | 0.5485 | 0.6437 | 0.5485 | 0.7406 |
|
| 413 |
+
| 0.493 | 7.0291 | 724 | 0.5714 | 0.6297 | 0.5714 | 0.7559 |
|
| 414 |
+
| 0.493 | 7.0485 | 726 | 0.5151 | 0.6713 | 0.5151 | 0.7177 |
|
| 415 |
+
| 0.493 | 7.0680 | 728 | 0.4293 | 0.7012 | 0.4293 | 0.6552 |
|
| 416 |
+
| 0.493 | 7.0874 | 730 | 0.4583 | 0.7013 | 0.4583 | 0.6770 |
|
| 417 |
+
| 0.493 | 7.1068 | 732 | 0.4842 | 0.6751 | 0.4842 | 0.6958 |
|
| 418 |
+
| 0.493 | 7.1262 | 734 | 0.4305 | 0.6919 | 0.4305 | 0.6561 |
|
| 419 |
+
| 0.493 | 7.1456 | 736 | 0.4016 | 0.6783 | 0.4016 | 0.6337 |
|
| 420 |
+
| 0.493 | 7.1650 | 738 | 0.4215 | 0.6735 | 0.4215 | 0.6493 |
|
| 421 |
+
| 0.493 | 7.1845 | 740 | 0.4504 | 0.6676 | 0.4504 | 0.6711 |
|
| 422 |
+
| 0.493 | 7.2039 | 742 | 0.4949 | 0.6415 | 0.4949 | 0.7035 |
|
| 423 |
+
| 0.493 | 7.2233 | 744 | 0.4302 | 0.6645 | 0.4302 | 0.6559 |
|
| 424 |
+
| 0.493 | 7.2427 | 746 | 0.3875 | 0.6797 | 0.3875 | 0.6225 |
|
| 425 |
+
| 0.493 | 7.2621 | 748 | 0.4030 | 0.7061 | 0.4030 | 0.6348 |
|
| 426 |
+
| 0.493 | 7.2816 | 750 | 0.4082 | 0.7111 | 0.4082 | 0.6389 |
|
| 427 |
+
| 0.493 | 7.3010 | 752 | 0.4671 | 0.6976 | 0.4671 | 0.6835 |
|
| 428 |
+
| 0.493 | 7.3204 | 754 | 0.4872 | 0.6925 | 0.4872 | 0.6980 |
|
| 429 |
+
| 0.493 | 7.3398 | 756 | 0.4340 | 0.6890 | 0.4340 | 0.6588 |
|
| 430 |
+
| 0.493 | 7.3592 | 758 | 0.4383 | 0.7040 | 0.4383 | 0.6620 |
|
| 431 |
+
| 0.493 | 7.3786 | 760 | 0.4693 | 0.6838 | 0.4693 | 0.6851 |
|
| 432 |
+
| 0.493 | 7.3981 | 762 | 0.5251 | 0.6290 | 0.5251 | 0.7247 |
|
| 433 |
+
| 0.493 | 7.4175 | 764 | 0.4573 | 0.6264 | 0.4573 | 0.6763 |
|
| 434 |
+
| 0.493 | 7.4369 | 766 | 0.4156 | 0.6284 | 0.4156 | 0.6447 |
|
| 435 |
+
| 0.493 | 7.4563 | 768 | 0.4198 | 0.6163 | 0.4198 | 0.6479 |
|
| 436 |
+
| 0.493 | 7.4757 | 770 | 0.4714 | 0.6181 | 0.4714 | 0.6866 |
|
| 437 |
+
| 0.493 | 7.4951 | 772 | 0.4769 | 0.6226 | 0.4769 | 0.6906 |
|
| 438 |
+
| 0.493 | 7.5146 | 774 | 0.5344 | 0.6393 | 0.5344 | 0.7310 |
|
| 439 |
+
| 0.493 | 7.5340 | 776 | 0.5241 | 0.6634 | 0.5241 | 0.7239 |
|
| 440 |
+
| 0.493 | 7.5534 | 778 | 0.4993 | 0.6725 | 0.4993 | 0.7066 |
|
| 441 |
+
| 0.493 | 7.5728 | 780 | 0.4675 | 0.6814 | 0.4675 | 0.6837 |
|
| 442 |
+
| 0.493 | 7.5922 | 782 | 0.4096 | 0.6980 | 0.4096 | 0.6400 |
|
| 443 |
+
| 0.493 | 7.6117 | 784 | 0.4256 | 0.7089 | 0.4256 | 0.6524 |
|
| 444 |
+
| 0.493 | 7.6311 | 786 | 0.3921 | 0.6949 | 0.3921 | 0.6262 |
|
| 445 |
+
| 0.493 | 7.6505 | 788 | 0.4300 | 0.6823 | 0.4300 | 0.6557 |
|
| 446 |
+
| 0.493 | 7.6699 | 790 | 0.5055 | 0.6645 | 0.5055 | 0.7110 |
|
| 447 |
+
| 0.493 | 7.6893 | 792 | 0.4748 | 0.6730 | 0.4748 | 0.6890 |
|
| 448 |
+
| 0.493 | 7.7087 | 794 | 0.4447 | 0.6743 | 0.4447 | 0.6669 |
|
| 449 |
+
| 0.493 | 7.7282 | 796 | 0.4159 | 0.6847 | 0.4159 | 0.6449 |
|
| 450 |
+
| 0.493 | 7.7476 | 798 | 0.4388 | 0.6551 | 0.4388 | 0.6625 |
|
| 451 |
+
| 0.493 | 7.7670 | 800 | 0.5186 | 0.6032 | 0.5186 | 0.7201 |
|
| 452 |
+
| 0.493 | 7.7864 | 802 | 0.5532 | 0.6129 | 0.5532 | 0.7438 |
|
| 453 |
+
| 0.493 | 7.8058 | 804 | 0.4837 | 0.6130 | 0.4837 | 0.6955 |
|
| 454 |
+
| 0.493 | 7.8252 | 806 | 0.4043 | 0.6969 | 0.4043 | 0.6358 |
|
| 455 |
+
| 0.493 | 7.8447 | 808 | 0.4029 | 0.6625 | 0.4029 | 0.6347 |
|
| 456 |
+
| 0.493 | 7.8641 | 810 | 0.4675 | 0.6865 | 0.4675 | 0.6837 |
|
| 457 |
+
| 0.493 | 7.8835 | 812 | 0.5452 | 0.6438 | 0.5452 | 0.7384 |
|
| 458 |
+
| 0.493 | 7.9029 | 814 | 0.4774 | 0.6694 | 0.4774 | 0.6909 |
|
| 459 |
+
| 0.493 | 7.9223 | 816 | 0.3935 | 0.6740 | 0.3935 | 0.6273 |
|
| 460 |
+
| 0.493 | 7.9417 | 818 | 0.4031 | 0.6772 | 0.4031 | 0.6349 |
|
| 461 |
+
| 0.493 | 7.9612 | 820 | 0.3920 | 0.6689 | 0.3920 | 0.6261 |
|
| 462 |
+
| 0.493 | 7.9806 | 822 | 0.4482 | 0.6858 | 0.4482 | 0.6695 |
|
| 463 |
+
| 0.493 | 8.0 | 824 | 0.5314 | 0.6412 | 0.5314 | 0.7290 |
|
| 464 |
+
| 0.493 | 8.0194 | 826 | 0.4823 | 0.6575 | 0.4823 | 0.6945 |
|
| 465 |
+
| 0.493 | 8.0388 | 828 | 0.4050 | 0.6949 | 0.4050 | 0.6364 |
|
| 466 |
+
| 0.493 | 8.0583 | 830 | 0.4008 | 0.6566 | 0.4008 | 0.6331 |
|
| 467 |
+
| 0.493 | 8.0777 | 832 | 0.4018 | 0.6654 | 0.4018 | 0.6339 |
|
| 468 |
+
| 0.493 | 8.0971 | 834 | 0.4769 | 0.6629 | 0.4769 | 0.6906 |
|
| 469 |
+
| 0.493 | 8.1165 | 836 | 0.5632 | 0.6297 | 0.5632 | 0.7505 |
|
| 470 |
+
| 0.493 | 8.1359 | 838 | 0.5163 | 0.6178 | 0.5163 | 0.7185 |
|
| 471 |
+
| 0.493 | 8.1553 | 840 | 0.4677 | 0.6500 | 0.4677 | 0.6839 |
|
| 472 |
+
| 0.493 | 8.1748 | 842 | 0.4821 | 0.6487 | 0.4821 | 0.6943 |
|
| 473 |
+
| 0.493 | 8.1942 | 844 | 0.4500 | 0.6467 | 0.4500 | 0.6709 |
|
| 474 |
+
| 0.493 | 8.2136 | 846 | 0.4097 | 0.6379 | 0.4097 | 0.6401 |
|
| 475 |
+
| 0.493 | 8.2330 | 848 | 0.4305 | 0.6293 | 0.4305 | 0.6562 |
|
| 476 |
+
| 0.493 | 8.2524 | 850 | 0.5530 | 0.6181 | 0.5530 | 0.7436 |
|
| 477 |
+
| 0.493 | 8.2718 | 852 | 0.6077 | 0.6011 | 0.6077 | 0.7795 |
|
| 478 |
+
| 0.493 | 8.2913 | 854 | 0.5073 | 0.6159 | 0.5073 | 0.7122 |
|
| 479 |
+
| 0.493 | 8.3107 | 856 | 0.4244 | 0.6339 | 0.4244 | 0.6514 |
|
| 480 |
+
| 0.493 | 8.3301 | 858 | 0.4061 | 0.6381 | 0.4061 | 0.6372 |
|
| 481 |
+
| 0.493 | 8.3495 | 860 | 0.3878 | 0.6530 | 0.3878 | 0.6228 |
|
| 482 |
+
| 0.493 | 8.3689 | 862 | 0.3987 | 0.6484 | 0.3987 | 0.6314 |
|
| 483 |
+
| 0.493 | 8.3883 | 864 | 0.4757 | 0.6265 | 0.4757 | 0.6897 |
|
| 484 |
+
| 0.493 | 8.4078 | 866 | 0.6626 | 0.6023 | 0.6626 | 0.8140 |
|
| 485 |
+
| 0.493 | 8.4272 | 868 | 0.7344 | 0.6010 | 0.7344 | 0.8570 |
|
| 486 |
+
| 0.493 | 8.4466 | 870 | 0.6003 | 0.6382 | 0.6003 | 0.7748 |
|
| 487 |
+
| 0.493 | 8.4660 | 872 | 0.4185 | 0.6895 | 0.4185 | 0.6470 |
|
| 488 |
+
| 0.493 | 8.4854 | 874 | 0.3898 | 0.6682 | 0.3898 | 0.6243 |
|
| 489 |
+
| 0.493 | 8.5049 | 876 | 0.3930 | 0.6668 | 0.3930 | 0.6269 |
|
| 490 |
+
| 0.493 | 8.5243 | 878 | 0.4334 | 0.6906 | 0.4334 | 0.6583 |
|
| 491 |
+
| 0.493 | 8.5437 | 880 | 0.4996 | 0.6801 | 0.4996 | 0.7068 |
|
| 492 |
+
| 0.493 | 8.5631 | 882 | 0.4763 | 0.6694 | 0.4763 | 0.6902 |
|
| 493 |
+
| 0.493 | 8.5825 | 884 | 0.4521 | 0.6669 | 0.4521 | 0.6724 |
|
| 494 |
+
| 0.493 | 8.6019 | 886 | 0.3949 | 0.6797 | 0.3949 | 0.6284 |
|
| 495 |
+
| 0.493 | 8.6214 | 888 | 0.3827 | 0.6702 | 0.3827 | 0.6186 |
|
| 496 |
+
| 0.493 | 8.6408 | 890 | 0.3933 | 0.6602 | 0.3933 | 0.6272 |
|
| 497 |
+
| 0.493 | 8.6602 | 892 | 0.4564 | 0.6974 | 0.4564 | 0.6756 |
|
| 498 |
+
| 0.493 | 8.6796 | 894 | 0.6051 | 0.6612 | 0.6051 | 0.7779 |
|
| 499 |
+
| 0.493 | 8.6990 | 896 | 0.5706 | 0.6687 | 0.5706 | 0.7554 |
|
| 500 |
+
| 0.493 | 8.7184 | 898 | 0.5108 | 0.6775 | 0.5108 | 0.7147 |
|
| 501 |
+
| 0.493 | 8.7379 | 900 | 0.6071 | 0.6395 | 0.6071 | 0.7791 |
|
| 502 |
+
| 0.493 | 8.7573 | 902 | 0.6304 | 0.6164 | 0.6304 | 0.7940 |
|
| 503 |
+
| 0.493 | 8.7767 | 904 | 0.5178 | 0.6122 | 0.5178 | 0.7196 |
|
| 504 |
+
| 0.493 | 8.7961 | 906 | 0.4360 | 0.6270 | 0.4360 | 0.6603 |
|
| 505 |
+
| 0.493 | 8.8155 | 908 | 0.4576 | 0.6229 | 0.4576 | 0.6765 |
|
| 506 |
+
| 0.493 | 8.8350 | 910 | 0.4769 | 0.6198 | 0.4769 | 0.6906 |
|
| 507 |
+
| 0.493 | 8.8544 | 912 | 0.4647 | 0.6365 | 0.4647 | 0.6817 |
|
| 508 |
+
| 0.493 | 8.8738 | 914 | 0.5394 | 0.6408 | 0.5394 | 0.7344 |
|
| 509 |
+
| 0.493 | 8.8932 | 916 | 0.5191 | 0.6458 | 0.5191 | 0.7205 |
|
| 510 |
+
| 0.493 | 8.9126 | 918 | 0.4190 | 0.6883 | 0.4190 | 0.6473 |
|
| 511 |
+
| 0.493 | 8.9320 | 920 | 0.3813 | 0.6904 | 0.3813 | 0.6175 |
|
| 512 |
+
| 0.493 | 8.9515 | 922 | 0.3856 | 0.7009 | 0.3856 | 0.6209 |
|
| 513 |
+
| 0.493 | 8.9709 | 924 | 0.4147 | 0.6781 | 0.4147 | 0.6440 |
|
| 514 |
+
| 0.493 | 8.9903 | 926 | 0.4505 | 0.6764 | 0.4505 | 0.6712 |
|
| 515 |
+
| 0.493 | 9.0097 | 928 | 0.4582 | 0.6931 | 0.4582 | 0.6769 |
|
| 516 |
+
| 0.493 | 9.0291 | 930 | 0.4317 | 0.6848 | 0.4317 | 0.6570 |
|
| 517 |
+
| 0.493 | 9.0485 | 932 | 0.4434 | 0.6881 | 0.4434 | 0.6659 |
|
| 518 |
+
| 0.493 | 9.0680 | 934 | 0.5349 | 0.6421 | 0.5349 | 0.7313 |
|
| 519 |
+
| 0.493 | 9.0874 | 936 | 0.5637 | 0.6272 | 0.5637 | 0.7508 |
|
| 520 |
+
| 0.493 | 9.1068 | 938 | 0.4875 | 0.6187 | 0.4875 | 0.6982 |
|
| 521 |
+
| 0.493 | 9.1262 | 940 | 0.4192 | 0.6454 | 0.4192 | 0.6475 |
|
| 522 |
+
| 0.493 | 9.1456 | 942 | 0.4323 | 0.6481 | 0.4323 | 0.6575 |
|
| 523 |
+
| 0.493 | 9.1650 | 944 | 0.5136 | 0.6161 | 0.5136 | 0.7167 |
|
| 524 |
+
| 0.493 | 9.1845 | 946 | 0.5702 | 0.6310 | 0.5702 | 0.7551 |
|
| 525 |
+
| 0.493 | 9.2039 | 948 | 0.5630 | 0.6332 | 0.5630 | 0.7503 |
|
| 526 |
+
| 0.493 | 9.2233 | 950 | 0.4476 | 0.7072 | 0.4476 | 0.6691 |
|
| 527 |
+
| 0.493 | 9.2427 | 952 | 0.4013 | 0.7243 | 0.4013 | 0.6335 |
|
| 528 |
+
| 0.493 | 9.2621 | 954 | 0.4029 | 0.7186 | 0.4029 | 0.6348 |
|
| 529 |
+
| 0.493 | 9.2816 | 956 | 0.4780 | 0.7030 | 0.4780 | 0.6914 |
|
| 530 |
+
| 0.493 | 9.3010 | 958 | 0.5371 | 0.6560 | 0.5371 | 0.7329 |
|
| 531 |
+
| 0.493 | 9.3204 | 960 | 0.5820 | 0.6411 | 0.5820 | 0.7629 |
|
| 532 |
+
| 0.493 | 9.3398 | 962 | 0.5581 | 0.6619 | 0.5581 | 0.7471 |
|
| 533 |
+
| 0.493 | 9.3592 | 964 | 0.4721 | 0.7020 | 0.4721 | 0.6871 |
|
| 534 |
+
| 0.493 | 9.3786 | 966 | 0.4459 | 0.6873 | 0.4459 | 0.6677 |
|
| 535 |
+
| 0.493 | 9.3981 | 968 | 0.4435 | 0.6984 | 0.4435 | 0.6660 |
|
| 536 |
+
| 0.493 | 9.4175 | 970 | 0.4585 | 0.7042 | 0.4585 | 0.6772 |
|
| 537 |
+
| 0.493 | 9.4369 | 972 | 0.4421 | 0.6885 | 0.4421 | 0.6649 |
|
| 538 |
+
| 0.493 | 9.4563 | 974 | 0.4485 | 0.6566 | 0.4485 | 0.6697 |
|
| 539 |
+
| 0.493 | 9.4757 | 976 | 0.5164 | 0.6375 | 0.5164 | 0.7186 |
|
| 540 |
+
| 0.493 | 9.4951 | 978 | 0.5065 | 0.5856 | 0.5065 | 0.7117 |
|
| 541 |
+
| 0.493 | 9.5146 | 980 | 0.4456 | 0.6034 | 0.4456 | 0.6676 |
|
| 542 |
+
| 0.493 | 9.5340 | 982 | 0.4278 | 0.6105 | 0.4278 | 0.6540 |
|
| 543 |
+
| 0.493 | 9.5534 | 984 | 0.4332 | 0.6031 | 0.4332 | 0.6582 |
|
| 544 |
+
| 0.493 | 9.5728 | 986 | 0.4819 | 0.6030 | 0.4819 | 0.6942 |
|
| 545 |
+
| 0.493 | 9.5922 | 988 | 0.5567 | 0.6161 | 0.5567 | 0.7461 |
|
| 546 |
+
| 0.493 | 9.6117 | 990 | 0.5536 | 0.6363 | 0.5536 | 0.7441 |
|
| 547 |
+
| 0.493 | 9.6311 | 992 | 0.4431 | 0.6835 | 0.4431 | 0.6657 |
|
| 548 |
+
| 0.493 | 9.6505 | 994 | 0.3960 | 0.6986 | 0.3960 | 0.6292 |
|
| 549 |
+
| 0.493 | 9.6699 | 996 | 0.4004 | 0.6986 | 0.4004 | 0.6328 |
|
| 550 |
+
| 0.493 | 9.6893 | 998 | 0.4571 | 0.6833 | 0.4571 | 0.6761 |
|
| 551 |
+
| 0.1518 | 9.7087 | 1000 | 0.5278 | 0.6594 | 0.5278 | 0.7265 |
|
| 552 |
+
| 0.1518 | 9.7282 | 1002 | 0.5527 | 0.6418 | 0.5527 | 0.7434 |
|
| 553 |
+
| 0.1518 | 9.7476 | 1004 | 0.4900 | 0.6542 | 0.4900 | 0.7000 |
|
| 554 |
+
| 0.1518 | 9.7670 | 1006 | 0.4387 | 0.6668 | 0.4387 | 0.6624 |
|
| 555 |
+
| 0.1518 | 9.7864 | 1008 | 0.4901 | 0.6638 | 0.4901 | 0.7000 |
|
| 556 |
+
| 0.1518 | 9.8058 | 1010 | 0.5454 | 0.6325 | 0.5454 | 0.7385 |
|
| 557 |
+
| 0.1518 | 9.8252 | 1012 | 0.5229 | 0.6341 | 0.5229 | 0.7232 |
|
| 558 |
+
| 0.1518 | 9.8447 | 1014 | 0.4573 | 0.6574 | 0.4573 | 0.6762 |
|
| 559 |
+
| 0.1518 | 9.8641 | 1016 | 0.4097 | 0.6767 | 0.4097 | 0.6401 |
|
| 560 |
+
| 0.1518 | 9.8835 | 1018 | 0.4227 | 0.6644 | 0.4227 | 0.6502 |
|
| 561 |
+
| 0.1518 | 9.9029 | 1020 | 0.5549 | 0.6615 | 0.5549 | 0.7449 |
|
| 562 |
+
| 0.1518 | 9.9223 | 1022 | 0.6504 | 0.6186 | 0.6504 | 0.8064 |
|
| 563 |
+
| 0.1518 | 9.9417 | 1024 | 0.5555 | 0.6566 | 0.5555 | 0.7453 |
|
| 564 |
+
| 0.1518 | 9.9612 | 1026 | 0.4410 | 0.7077 | 0.4410 | 0.6641 |
|
| 565 |
+
| 0.1518 | 9.9806 | 1028 | 0.4302 | 0.7344 | 0.4302 | 0.6559 |
|
| 566 |
+
| 0.1518 | 10.0 | 1030 | 0.4187 | 0.7000 | 0.4187 | 0.6471 |
|
| 567 |
+
| 0.1518 | 10.0194 | 1032 | 0.4350 | 0.6815 | 0.4350 | 0.6595 |
|
| 568 |
+
| 0.1518 | 10.0388 | 1034 | 0.4556 | 0.6599 | 0.4556 | 0.6750 |
|
| 569 |
+
| 0.1518 | 10.0583 | 1036 | 0.4838 | 0.6331 | 0.4838 | 0.6955 |
|
| 570 |
+
| 0.1518 | 10.0777 | 1038 | 0.4477 | 0.6458 | 0.4477 | 0.6691 |
|
| 571 |
+
| 0.1518 | 10.0971 | 1040 | 0.4375 | 0.6694 | 0.4375 | 0.6615 |
|
| 572 |
+
| 0.1518 | 10.1165 | 1042 | 0.4221 | 0.6869 | 0.4221 | 0.6497 |
|
| 573 |
+
| 0.1518 | 10.1359 | 1044 | 0.4580 | 0.6567 | 0.4580 | 0.6768 |
|
| 574 |
+
| 0.1518 | 10.1553 | 1046 | 0.4368 | 0.6818 | 0.4368 | 0.6609 |
|
| 575 |
+
| 0.1518 | 10.1748 | 1048 | 0.4141 | 0.7132 | 0.4141 | 0.6435 |
|
| 576 |
+
| 0.1518 | 10.1942 | 1050 | 0.4483 | 0.7089 | 0.4483 | 0.6696 |
|
| 577 |
+
| 0.1518 | 10.2136 | 1052 | 0.5123 | 0.6766 | 0.5123 | 0.7158 |
|
| 578 |
+
| 0.1518 | 10.2330 | 1054 | 0.5537 | 0.6472 | 0.5537 | 0.7441 |
|
| 579 |
+
| 0.1518 | 10.2524 | 1056 | 0.4905 | 0.6374 | 0.4905 | 0.7004 |
|
| 580 |
+
| 0.1518 | 10.2718 | 1058 | 0.4197 | 0.6871 | 0.4197 | 0.6479 |
|
| 581 |
+
| 0.1518 | 10.2913 | 1060 | 0.4062 | 0.6670 | 0.4062 | 0.6374 |
|
| 582 |
+
| 0.1518 | 10.3107 | 1062 | 0.4586 | 0.6469 | 0.4586 | 0.6772 |
|
| 583 |
+
| 0.1518 | 10.3301 | 1064 | 0.4943 | 0.6301 | 0.4943 | 0.7031 |
|
| 584 |
+
| 0.1518 | 10.3495 | 1066 | 0.4680 | 0.6425 | 0.4680 | 0.6841 |
|
| 585 |
+
| 0.1518 | 10.3689 | 1068 | 0.4635 | 0.6619 | 0.4635 | 0.6808 |
|
| 586 |
+
| 0.1518 | 10.3883 | 1070 | 0.5591 | 0.6091 | 0.5591 | 0.7477 |
|
| 587 |
+
| 0.1518 | 10.4078 | 1072 | 0.5697 | 0.6209 | 0.5697 | 0.7548 |
|
| 588 |
+
| 0.1518 | 10.4272 | 1074 | 0.4744 | 0.6786 | 0.4744 | 0.6888 |
|
| 589 |
+
| 0.1518 | 10.4466 | 1076 | 0.4836 | 0.6698 | 0.4836 | 0.6954 |
|
| 590 |
+
| 0.1518 | 10.4660 | 1078 | 0.6456 | 0.6211 | 0.6456 | 0.8035 |
|
| 591 |
+
| 0.1518 | 10.4854 | 1080 | 0.6846 | 0.6007 | 0.6846 | 0.8274 |
|
| 592 |
+
| 0.1518 | 10.5049 | 1082 | 0.5152 | 0.6832 | 0.5152 | 0.7178 |
|
| 593 |
+
| 0.1518 | 10.5243 | 1084 | 0.4160 | 0.6578 | 0.4160 | 0.6450 |
|
| 594 |
+
| 0.1518 | 10.5437 | 1086 | 0.4082 | 0.6488 | 0.4082 | 0.6389 |
|
| 595 |
+
| 0.1518 | 10.5631 | 1088 | 0.4504 | 0.6195 | 0.4504 | 0.6711 |
|
| 596 |
+
| 0.1518 | 10.5825 | 1090 | 0.5375 | 0.6203 | 0.5375 | 0.7331 |
|
| 597 |
+
| 0.1518 | 10.6019 | 1092 | 0.5486 | 0.6120 | 0.5486 | 0.7407 |
|
| 598 |
+
|
| 599 |
+
|
| 600 |
+
### Framework versions
|
| 601 |
+
|
| 602 |
+
- Transformers 4.44.2
|
| 603 |
+
- Pytorch 2.4.0+cu118
|
| 604 |
+
- Datasets 2.21.0
|
| 605 |
+
- Tokenizers 0.19.1
|
config.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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:eb09c85b68a51fec3ea89dfcf46e6c900b61e174ae1dd4804b8666a867c6691a
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c53d63a9db27b00cbe71042fdba4030a9c14221cd758273d65526dc1e6a13016
|
| 3 |
+
size 5240
|