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library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask3_style
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask3_style
This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.6824
- Qwk: 0.5917
- Mse: 0.6824
- Rmse: 0.8261
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 100
### Training results
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
| No log | 0.0194 | 2 | 4.1633 | -0.0103 | 4.1633 | 2.0404 |
| No log | 0.0388 | 4 | 2.5204 | 0.0831 | 2.5204 | 1.5876 |
| No log | 0.0583 | 6 | 1.8157 | 0.0664 | 1.8157 | 1.3475 |
| No log | 0.0777 | 8 | 0.8748 | 0.1821 | 0.8748 | 0.9353 |
| No log | 0.0971 | 10 | 0.7744 | 0.1343 | 0.7744 | 0.8800 |
| No log | 0.1165 | 12 | 0.8746 | 0.0915 | 0.8746 | 0.9352 |
| No log | 0.1359 | 14 | 0.8165 | 0.1821 | 0.8165 | 0.9036 |
| No log | 0.1553 | 16 | 0.7123 | 0.2331 | 0.7123 | 0.8440 |
| No log | 0.1748 | 18 | 0.7743 | 0.2984 | 0.7743 | 0.8800 |
| No log | 0.1942 | 20 | 0.7156 | 0.3431 | 0.7156 | 0.8459 |
| No log | 0.2136 | 22 | 0.6751 | 0.2990 | 0.6752 | 0.8217 |
| No log | 0.2330 | 24 | 0.6668 | 0.3338 | 0.6668 | 0.8166 |
| No log | 0.2524 | 26 | 0.6822 | 0.3953 | 0.6822 | 0.8259 |
| No log | 0.2718 | 28 | 0.7503 | 0.3048 | 0.7503 | 0.8662 |
| No log | 0.2913 | 30 | 0.6551 | 0.4067 | 0.6551 | 0.8094 |
| No log | 0.3107 | 32 | 0.5609 | 0.4226 | 0.5609 | 0.7489 |
| No log | 0.3301 | 34 | 0.5657 | 0.3824 | 0.5657 | 0.7521 |
| No log | 0.3495 | 36 | 0.6229 | 0.4364 | 0.6229 | 0.7892 |
| No log | 0.3689 | 38 | 0.6611 | 0.4758 | 0.6611 | 0.8131 |
| No log | 0.3883 | 40 | 0.6467 | 0.4851 | 0.6467 | 0.8042 |
| No log | 0.4078 | 42 | 0.6123 | 0.5507 | 0.6123 | 0.7825 |
| No log | 0.4272 | 44 | 0.5800 | 0.5915 | 0.5800 | 0.7616 |
| No log | 0.4466 | 46 | 0.5994 | 0.5775 | 0.5994 | 0.7742 |
| No log | 0.4660 | 48 | 0.6143 | 0.5806 | 0.6143 | 0.7838 |
| No log | 0.4854 | 50 | 0.5783 | 0.5763 | 0.5783 | 0.7605 |
| No log | 0.5049 | 52 | 0.5803 | 0.5817 | 0.5803 | 0.7618 |
| No log | 0.5243 | 54 | 0.5872 | 0.5816 | 0.5872 | 0.7663 |
| No log | 0.5437 | 56 | 0.5387 | 0.6134 | 0.5387 | 0.7339 |
| No log | 0.5631 | 58 | 0.5382 | 0.6417 | 0.5382 | 0.7337 |
| No log | 0.5825 | 60 | 0.5808 | 0.6170 | 0.5808 | 0.7621 |
| No log | 0.6019 | 62 | 0.5418 | 0.6421 | 0.5418 | 0.7361 |
| No log | 0.6214 | 64 | 0.4724 | 0.6347 | 0.4724 | 0.6873 |
| No log | 0.6408 | 66 | 0.5242 | 0.5679 | 0.5242 | 0.7240 |
| No log | 0.6602 | 68 | 0.5902 | 0.5046 | 0.5902 | 0.7682 |
| No log | 0.6796 | 70 | 0.5058 | 0.5871 | 0.5058 | 0.7112 |
| No log | 0.6990 | 72 | 0.4485 | 0.6269 | 0.4485 | 0.6697 |
| No log | 0.7184 | 74 | 0.4749 | 0.6131 | 0.4749 | 0.6891 |
| No log | 0.7379 | 76 | 0.4575 | 0.6077 | 0.4575 | 0.6764 |
| No log | 0.7573 | 78 | 0.4502 | 0.6058 | 0.4502 | 0.6710 |
| No log | 0.7767 | 80 | 0.4423 | 0.6076 | 0.4423 | 0.6651 |
| No log | 0.7961 | 82 | 0.4314 | 0.5987 | 0.4314 | 0.6568 |
| No log | 0.8155 | 84 | 0.4319 | 0.5968 | 0.4319 | 0.6572 |
| No log | 0.8350 | 86 | 0.4269 | 0.5803 | 0.4269 | 0.6534 |
| No log | 0.8544 | 88 | 0.4270 | 0.5960 | 0.4270 | 0.6535 |
| No log | 0.8738 | 90 | 0.4726 | 0.5933 | 0.4726 | 0.6875 |
| No log | 0.8932 | 92 | 0.6551 | 0.5056 | 0.6551 | 0.8094 |
| No log | 0.9126 | 94 | 0.7968 | 0.4881 | 0.7968 | 0.8926 |
| No log | 0.9320 | 96 | 0.7543 | 0.4703 | 0.7543 | 0.8685 |
| No log | 0.9515 | 98 | 0.5606 | 0.5329 | 0.5606 | 0.7487 |
| No log | 0.9709 | 100 | 0.4861 | 0.5502 | 0.4861 | 0.6972 |
| No log | 0.9903 | 102 | 0.5844 | 0.5261 | 0.5844 | 0.7644 |
| No log | 1.0097 | 104 | 0.5539 | 0.5529 | 0.5539 | 0.7443 |
| No log | 1.0291 | 106 | 0.4539 | 0.6283 | 0.4539 | 0.6737 |
| No log | 1.0485 | 108 | 0.4391 | 0.6620 | 0.4391 | 0.6626 |
| No log | 1.0680 | 110 | 0.5025 | 0.6463 | 0.5025 | 0.7089 |
| No log | 1.0874 | 112 | 0.4958 | 0.6658 | 0.4958 | 0.7041 |
| No log | 1.1068 | 114 | 0.4879 | 0.6599 | 0.4879 | 0.6985 |
| No log | 1.1262 | 116 | 0.6727 | 0.6092 | 0.6727 | 0.8202 |
| No log | 1.1456 | 118 | 0.6040 | 0.6232 | 0.6040 | 0.7772 |
| No log | 1.1650 | 120 | 0.4418 | 0.6522 | 0.4418 | 0.6647 |
| No log | 1.1845 | 122 | 0.4871 | 0.6750 | 0.4871 | 0.6980 |
| No log | 1.2039 | 124 | 0.4981 | 0.5965 | 0.4981 | 0.7057 |
| No log | 1.2233 | 126 | 0.5065 | 0.5905 | 0.5065 | 0.7117 |
| No log | 1.2427 | 128 | 0.5111 | 0.5120 | 0.5111 | 0.7149 |
| No log | 1.2621 | 130 | 0.4810 | 0.5138 | 0.4810 | 0.6935 |
| No log | 1.2816 | 132 | 0.4682 | 0.4785 | 0.4682 | 0.6842 |
| No log | 1.3010 | 134 | 0.4672 | 0.5543 | 0.4672 | 0.6835 |
| No log | 1.3204 | 136 | 0.5894 | 0.5470 | 0.5894 | 0.7678 |
| No log | 1.3398 | 138 | 0.6311 | 0.5585 | 0.6311 | 0.7944 |
| No log | 1.3592 | 140 | 0.5189 | 0.6087 | 0.5189 | 0.7203 |
| No log | 1.3786 | 142 | 0.4592 | 0.6493 | 0.4592 | 0.6777 |
| No log | 1.3981 | 144 | 0.5349 | 0.5953 | 0.5349 | 0.7314 |
| No log | 1.4175 | 146 | 0.5120 | 0.6224 | 0.5120 | 0.7156 |
| No log | 1.4369 | 148 | 0.3934 | 0.6647 | 0.3934 | 0.6272 |
| No log | 1.4563 | 150 | 0.4756 | 0.6665 | 0.4756 | 0.6896 |
| No log | 1.4757 | 152 | 0.4801 | 0.6523 | 0.4801 | 0.6929 |
| No log | 1.4951 | 154 | 0.4222 | 0.6393 | 0.4222 | 0.6497 |
| No log | 1.5146 | 156 | 0.3645 | 0.6940 | 0.3645 | 0.6037 |
| No log | 1.5340 | 158 | 0.4225 | 0.6530 | 0.4225 | 0.6500 |
| No log | 1.5534 | 160 | 0.4334 | 0.6561 | 0.4334 | 0.6584 |
| No log | 1.5728 | 162 | 0.4384 | 0.6442 | 0.4384 | 0.6621 |
| No log | 1.5922 | 164 | 0.3957 | 0.6841 | 0.3957 | 0.6291 |
| No log | 1.6117 | 166 | 0.4199 | 0.6566 | 0.4199 | 0.6480 |
| No log | 1.6311 | 168 | 0.4574 | 0.6510 | 0.4574 | 0.6763 |
| No log | 1.6505 | 170 | 0.4694 | 0.6408 | 0.4694 | 0.6851 |
| No log | 1.6699 | 172 | 0.4739 | 0.6435 | 0.4739 | 0.6884 |
| No log | 1.6893 | 174 | 0.4243 | 0.6683 | 0.4243 | 0.6514 |
| No log | 1.7087 | 176 | 0.4029 | 0.6768 | 0.4029 | 0.6347 |
| No log | 1.7282 | 178 | 0.3802 | 0.6980 | 0.3802 | 0.6166 |
| No log | 1.7476 | 180 | 0.3938 | 0.6740 | 0.3938 | 0.6276 |
| No log | 1.7670 | 182 | 0.3891 | 0.7145 | 0.3891 | 0.6238 |
| No log | 1.7864 | 184 | 0.3920 | 0.7157 | 0.3920 | 0.6261 |
| No log | 1.8058 | 186 | 0.4733 | 0.6638 | 0.4733 | 0.6880 |
| No log | 1.8252 | 188 | 0.5597 | 0.5967 | 0.5597 | 0.7481 |
| No log | 1.8447 | 190 | 0.5068 | 0.6088 | 0.5068 | 0.7119 |
| No log | 1.8641 | 192 | 0.4343 | 0.6501 | 0.4343 | 0.6590 |
| No log | 1.8835 | 194 | 0.4066 | 0.6533 | 0.4066 | 0.6377 |
| No log | 1.9029 | 196 | 0.4091 | 0.6631 | 0.4091 | 0.6396 |
| No log | 1.9223 | 198 | 0.4246 | 0.6793 | 0.4246 | 0.6516 |
| No log | 1.9417 | 200 | 0.4192 | 0.6514 | 0.4192 | 0.6474 |
| No log | 1.9612 | 202 | 0.4109 | 0.6802 | 0.4109 | 0.6411 |
| No log | 1.9806 | 204 | 0.4251 | 0.6790 | 0.4251 | 0.6520 |
| No log | 2.0 | 206 | 0.4406 | 0.6411 | 0.4406 | 0.6638 |
| No log | 2.0194 | 208 | 0.4117 | 0.6640 | 0.4117 | 0.6416 |
| No log | 2.0388 | 210 | 0.3850 | 0.7016 | 0.3850 | 0.6205 |
| No log | 2.0583 | 212 | 0.4698 | 0.6683 | 0.4698 | 0.6854 |
| No log | 2.0777 | 214 | 0.5399 | 0.6524 | 0.5399 | 0.7348 |
| No log | 2.0971 | 216 | 0.5187 | 0.6630 | 0.5187 | 0.7202 |
| No log | 2.1165 | 218 | 0.4449 | 0.6888 | 0.4449 | 0.6670 |
| No log | 2.1359 | 220 | 0.3901 | 0.6469 | 0.3901 | 0.6246 |
| No log | 2.1553 | 222 | 0.4118 | 0.6587 | 0.4118 | 0.6418 |
| No log | 2.1748 | 224 | 0.3970 | 0.6760 | 0.3970 | 0.6301 |
| No log | 2.1942 | 226 | 0.4004 | 0.6994 | 0.4004 | 0.6327 |
| No log | 2.2136 | 228 | 0.4232 | 0.6975 | 0.4232 | 0.6505 |
| No log | 2.2330 | 230 | 0.4840 | 0.6893 | 0.4840 | 0.6957 |
| No log | 2.2524 | 232 | 0.6184 | 0.5742 | 0.6184 | 0.7864 |
| No log | 2.2718 | 234 | 0.6665 | 0.5438 | 0.6665 | 0.8164 |
| No log | 2.2913 | 236 | 0.5680 | 0.6279 | 0.5680 | 0.7536 |
| No log | 2.3107 | 238 | 0.4953 | 0.6800 | 0.4953 | 0.7038 |
| No log | 2.3301 | 240 | 0.4920 | 0.6796 | 0.4920 | 0.7015 |
| No log | 2.3495 | 242 | 0.4542 | 0.6973 | 0.4542 | 0.6740 |
| No log | 2.3689 | 244 | 0.4009 | 0.6714 | 0.4009 | 0.6332 |
| No log | 2.3883 | 246 | 0.4191 | 0.6436 | 0.4191 | 0.6474 |
| No log | 2.4078 | 248 | 0.4290 | 0.6410 | 0.4290 | 0.6550 |
| No log | 2.4272 | 250 | 0.4400 | 0.6479 | 0.4400 | 0.6633 |
| No log | 2.4466 | 252 | 0.4242 | 0.6056 | 0.4242 | 0.6513 |
| No log | 2.4660 | 254 | 0.4296 | 0.5954 | 0.4296 | 0.6554 |
| No log | 2.4854 | 256 | 0.4266 | 0.6065 | 0.4266 | 0.6531 |
| No log | 2.5049 | 258 | 0.4358 | 0.6133 | 0.4358 | 0.6601 |
| No log | 2.5243 | 260 | 0.4675 | 0.6449 | 0.4675 | 0.6837 |
| No log | 2.5437 | 262 | 0.4564 | 0.6497 | 0.4564 | 0.6755 |
| No log | 2.5631 | 264 | 0.4624 | 0.6645 | 0.4624 | 0.6800 |
| No log | 2.5825 | 266 | 0.5079 | 0.6699 | 0.5079 | 0.7127 |
| No log | 2.6019 | 268 | 0.5285 | 0.6818 | 0.5285 | 0.7270 |
| No log | 2.6214 | 270 | 0.5520 | 0.6726 | 0.5520 | 0.7430 |
| No log | 2.6408 | 272 | 0.5907 | 0.6501 | 0.5907 | 0.7685 |
| No log | 2.6602 | 274 | 0.5545 | 0.6738 | 0.5545 | 0.7446 |
| No log | 2.6796 | 276 | 0.5051 | 0.7009 | 0.5051 | 0.7107 |
| No log | 2.6990 | 278 | 0.5444 | 0.6851 | 0.5444 | 0.7378 |
| No log | 2.7184 | 280 | 0.4782 | 0.7155 | 0.4782 | 0.6915 |
| No log | 2.7379 | 282 | 0.4018 | 0.6923 | 0.4018 | 0.6339 |
| No log | 2.7573 | 284 | 0.3889 | 0.6795 | 0.3889 | 0.6237 |
| No log | 2.7767 | 286 | 0.3697 | 0.6892 | 0.3697 | 0.6080 |
| No log | 2.7961 | 288 | 0.3846 | 0.6934 | 0.3846 | 0.6202 |
| No log | 2.8155 | 290 | 0.3853 | 0.7154 | 0.3853 | 0.6208 |
| No log | 2.8350 | 292 | 0.4140 | 0.6822 | 0.4140 | 0.6434 |
| No log | 2.8544 | 294 | 0.4224 | 0.6868 | 0.4224 | 0.6500 |
| No log | 2.8738 | 296 | 0.3989 | 0.7220 | 0.3989 | 0.6316 |
| No log | 2.8932 | 298 | 0.3970 | 0.7099 | 0.3970 | 0.6301 |
| No log | 2.9126 | 300 | 0.3783 | 0.7241 | 0.3783 | 0.6150 |
| No log | 2.9320 | 302 | 0.4134 | 0.6881 | 0.4134 | 0.6430 |
| No log | 2.9515 | 304 | 0.4915 | 0.6535 | 0.4915 | 0.7011 |
| No log | 2.9709 | 306 | 0.5112 | 0.6551 | 0.5112 | 0.7150 |
| No log | 2.9903 | 308 | 0.4397 | 0.7287 | 0.4397 | 0.6631 |
| No log | 3.0097 | 310 | 0.4216 | 0.6929 | 0.4216 | 0.6493 |
| No log | 3.0291 | 312 | 0.5363 | 0.6618 | 0.5363 | 0.7323 |
| No log | 3.0485 | 314 | 0.6605 | 0.6103 | 0.6605 | 0.8127 |
| No log | 3.0680 | 316 | 0.5739 | 0.6290 | 0.5739 | 0.7575 |
| No log | 3.0874 | 318 | 0.4491 | 0.6995 | 0.4491 | 0.6702 |
| No log | 3.1068 | 320 | 0.4875 | 0.7010 | 0.4875 | 0.6982 |
| No log | 3.1262 | 322 | 0.6646 | 0.6438 | 0.6646 | 0.8152 |
| No log | 3.1456 | 324 | 0.7344 | 0.6138 | 0.7344 | 0.8570 |
| No log | 3.1650 | 326 | 0.5831 | 0.6553 | 0.5831 | 0.7636 |
| No log | 3.1845 | 328 | 0.4373 | 0.6754 | 0.4373 | 0.6613 |
| No log | 3.2039 | 330 | 0.4504 | 0.6850 | 0.4504 | 0.6711 |
| No log | 3.2233 | 332 | 0.4631 | 0.6793 | 0.4631 | 0.6805 |
| No log | 3.2427 | 334 | 0.4150 | 0.7016 | 0.4150 | 0.6442 |
| No log | 3.2621 | 336 | 0.4486 | 0.6511 | 0.4486 | 0.6698 |
| No log | 3.2816 | 338 | 0.5660 | 0.6448 | 0.5660 | 0.7523 |
| No log | 3.3010 | 340 | 0.5316 | 0.6559 | 0.5316 | 0.7291 |
| No log | 3.3204 | 342 | 0.4020 | 0.6860 | 0.4020 | 0.6340 |
| No log | 3.3398 | 344 | 0.3791 | 0.6958 | 0.3791 | 0.6157 |
| No log | 3.3592 | 346 | 0.4232 | 0.6598 | 0.4232 | 0.6506 |
| No log | 3.3786 | 348 | 0.4035 | 0.6523 | 0.4035 | 0.6352 |
| No log | 3.3981 | 350 | 0.3835 | 0.6745 | 0.3835 | 0.6193 |
| No log | 3.4175 | 352 | 0.4853 | 0.6398 | 0.4853 | 0.6966 |
| No log | 3.4369 | 354 | 0.5416 | 0.6104 | 0.5416 | 0.7359 |
| No log | 3.4563 | 356 | 0.4975 | 0.6555 | 0.4975 | 0.7054 |
| No log | 3.4757 | 358 | 0.4620 | 0.6947 | 0.4620 | 0.6797 |
| No log | 3.4951 | 360 | 0.4256 | 0.7033 | 0.4256 | 0.6524 |
| No log | 3.5146 | 362 | 0.4368 | 0.6977 | 0.4368 | 0.6609 |
| No log | 3.5340 | 364 | 0.4237 | 0.6780 | 0.4237 | 0.6509 |
| No log | 3.5534 | 366 | 0.3962 | 0.6889 | 0.3962 | 0.6294 |
| No log | 3.5728 | 368 | 0.3912 | 0.6872 | 0.3912 | 0.6254 |
| No log | 3.5922 | 370 | 0.4766 | 0.6610 | 0.4766 | 0.6904 |
| No log | 3.6117 | 372 | 0.5836 | 0.6275 | 0.5836 | 0.7640 |
| No log | 3.6311 | 374 | 0.5737 | 0.6372 | 0.5737 | 0.7574 |
| No log | 3.6505 | 376 | 0.4783 | 0.6566 | 0.4783 | 0.6916 |
| No log | 3.6699 | 378 | 0.4120 | 0.6637 | 0.4120 | 0.6419 |
| No log | 3.6893 | 380 | 0.4073 | 0.6809 | 0.4073 | 0.6382 |
| No log | 3.7087 | 382 | 0.4153 | 0.6983 | 0.4153 | 0.6444 |
| No log | 3.7282 | 384 | 0.4588 | 0.6834 | 0.4588 | 0.6773 |
| No log | 3.7476 | 386 | 0.5048 | 0.6894 | 0.5048 | 0.7105 |
| No log | 3.7670 | 388 | 0.6388 | 0.6432 | 0.6388 | 0.7992 |
| No log | 3.7864 | 390 | 0.7664 | 0.5543 | 0.7664 | 0.8754 |
| No log | 3.8058 | 392 | 0.7044 | 0.5759 | 0.7044 | 0.8393 |
| No log | 3.8252 | 394 | 0.5126 | 0.6413 | 0.5126 | 0.7160 |
| No log | 3.8447 | 396 | 0.4040 | 0.6992 | 0.4040 | 0.6356 |
| No log | 3.8641 | 398 | 0.4188 | 0.6632 | 0.4188 | 0.6471 |
| No log | 3.8835 | 400 | 0.4955 | 0.6088 | 0.4955 | 0.7039 |
| No log | 3.9029 | 402 | 0.4820 | 0.6213 | 0.4820 | 0.6942 |
| No log | 3.9223 | 404 | 0.4460 | 0.6434 | 0.4460 | 0.6678 |
| No log | 3.9417 | 406 | 0.4018 | 0.6735 | 0.4018 | 0.6338 |
| No log | 3.9612 | 408 | 0.4327 | 0.6797 | 0.4327 | 0.6578 |
| No log | 3.9806 | 410 | 0.5054 | 0.6724 | 0.5054 | 0.7109 |
| No log | 4.0 | 412 | 0.5255 | 0.6745 | 0.5255 | 0.7249 |
| No log | 4.0194 | 414 | 0.5030 | 0.6963 | 0.5030 | 0.7092 |
| No log | 4.0388 | 416 | 0.5138 | 0.7009 | 0.5138 | 0.7168 |
| No log | 4.0583 | 418 | 0.5444 | 0.6765 | 0.5444 | 0.7379 |
| No log | 4.0777 | 420 | 0.5071 | 0.7094 | 0.5071 | 0.7121 |
| No log | 4.0971 | 422 | 0.4834 | 0.6933 | 0.4834 | 0.6953 |
| No log | 4.1165 | 424 | 0.4624 | 0.6981 | 0.4624 | 0.6800 |
| No log | 4.1359 | 426 | 0.4695 | 0.6610 | 0.4695 | 0.6852 |
| No log | 4.1553 | 428 | 0.4531 | 0.6185 | 0.4531 | 0.6731 |
| No log | 4.1748 | 430 | 0.4158 | 0.6541 | 0.4158 | 0.6449 |
| No log | 4.1942 | 432 | 0.3894 | 0.6953 | 0.3894 | 0.6240 |
| No log | 4.2136 | 434 | 0.3972 | 0.6627 | 0.3972 | 0.6302 |
| No log | 4.2330 | 436 | 0.4095 | 0.7073 | 0.4095 | 0.6399 |
| No log | 4.2524 | 438 | 0.4434 | 0.6978 | 0.4434 | 0.6659 |
| No log | 4.2718 | 440 | 0.5630 | 0.6575 | 0.5630 | 0.7503 |
| No log | 4.2913 | 442 | 0.6791 | 0.6323 | 0.6791 | 0.8241 |
| No log | 4.3107 | 444 | 0.6558 | 0.6707 | 0.6558 | 0.8098 |
| No log | 4.3301 | 446 | 0.5770 | 0.6902 | 0.5770 | 0.7596 |
| No log | 4.3495 | 448 | 0.5057 | 0.6811 | 0.5057 | 0.7111 |
| No log | 4.3689 | 450 | 0.4532 | 0.6911 | 0.4532 | 0.6732 |
| No log | 4.3883 | 452 | 0.4360 | 0.6650 | 0.4360 | 0.6603 |
| No log | 4.4078 | 454 | 0.4304 | 0.6668 | 0.4304 | 0.6560 |
| No log | 4.4272 | 456 | 0.4280 | 0.6604 | 0.4280 | 0.6542 |
| No log | 4.4466 | 458 | 0.4326 | 0.6584 | 0.4326 | 0.6578 |
| No log | 4.4660 | 460 | 0.4510 | 0.6451 | 0.4510 | 0.6716 |
| No log | 4.4854 | 462 | 0.5204 | 0.6232 | 0.5204 | 0.7214 |
| No log | 4.5049 | 464 | 0.5851 | 0.5822 | 0.5851 | 0.7649 |
| No log | 4.5243 | 466 | 0.5615 | 0.5805 | 0.5615 | 0.7493 |
| No log | 4.5437 | 468 | 0.5337 | 0.6281 | 0.5337 | 0.7305 |
| No log | 4.5631 | 470 | 0.4981 | 0.6797 | 0.4981 | 0.7057 |
| No log | 4.5825 | 472 | 0.5188 | 0.7013 | 0.5188 | 0.7203 |
| No log | 4.6019 | 474 | 0.5571 | 0.6374 | 0.5571 | 0.7464 |
| No log | 4.6214 | 476 | 0.5110 | 0.6548 | 0.5110 | 0.7148 |
| No log | 4.6408 | 478 | 0.4855 | 0.6708 | 0.4855 | 0.6967 |
| No log | 4.6602 | 480 | 0.5552 | 0.6088 | 0.5552 | 0.7451 |
| No log | 4.6796 | 482 | 0.6114 | 0.6054 | 0.6114 | 0.7819 |
| No log | 4.6990 | 484 | 0.5500 | 0.6201 | 0.5500 | 0.7416 |
| No log | 4.7184 | 486 | 0.5147 | 0.6325 | 0.5147 | 0.7175 |
| No log | 4.7379 | 488 | 0.4900 | 0.6571 | 0.4900 | 0.7000 |
| No log | 4.7573 | 490 | 0.4177 | 0.6695 | 0.4177 | 0.6463 |
| No log | 4.7767 | 492 | 0.4076 | 0.6494 | 0.4076 | 0.6384 |
| No log | 4.7961 | 494 | 0.4061 | 0.6671 | 0.4061 | 0.6373 |
| No log | 4.8155 | 496 | 0.3850 | 0.6689 | 0.3850 | 0.6205 |
| No log | 4.8350 | 498 | 0.3859 | 0.6559 | 0.3859 | 0.6212 |
| 0.5003 | 4.8544 | 500 | 0.4892 | 0.5880 | 0.4892 | 0.6994 |
| 0.5003 | 4.8738 | 502 | 0.5539 | 0.6086 | 0.5539 | 0.7442 |
| 0.5003 | 4.8932 | 504 | 0.5161 | 0.6284 | 0.5161 | 0.7184 |
| 0.5003 | 4.9126 | 506 | 0.4549 | 0.6644 | 0.4549 | 0.6745 |
| 0.5003 | 4.9320 | 508 | 0.4204 | 0.6715 | 0.4204 | 0.6484 |
| 0.5003 | 4.9515 | 510 | 0.4892 | 0.6577 | 0.4892 | 0.6994 |
| 0.5003 | 4.9709 | 512 | 0.5318 | 0.6330 | 0.5318 | 0.7293 |
| 0.5003 | 4.9903 | 514 | 0.4772 | 0.6648 | 0.4772 | 0.6908 |
| 0.5003 | 5.0097 | 516 | 0.4233 | 0.6653 | 0.4233 | 0.6506 |
| 0.5003 | 5.0291 | 518 | 0.4948 | 0.6647 | 0.4948 | 0.7035 |
| 0.5003 | 5.0485 | 520 | 0.5351 | 0.6632 | 0.5351 | 0.7315 |
| 0.5003 | 5.0680 | 522 | 0.4720 | 0.6527 | 0.4720 | 0.6870 |
| 0.5003 | 5.0874 | 524 | 0.4458 | 0.6751 | 0.4458 | 0.6677 |
| 0.5003 | 5.1068 | 526 | 0.4104 | 0.6994 | 0.4104 | 0.6406 |
| 0.5003 | 5.1262 | 528 | 0.4068 | 0.6936 | 0.4068 | 0.6378 |
| 0.5003 | 5.1456 | 530 | 0.4077 | 0.6956 | 0.4077 | 0.6385 |
| 0.5003 | 5.1650 | 532 | 0.4340 | 0.6891 | 0.4340 | 0.6588 |
| 0.5003 | 5.1845 | 534 | 0.4565 | 0.6825 | 0.4565 | 0.6757 |
| 0.5003 | 5.2039 | 536 | 0.4352 | 0.6827 | 0.4352 | 0.6597 |
| 0.5003 | 5.2233 | 538 | 0.4185 | 0.6712 | 0.4185 | 0.6469 |
| 0.5003 | 5.2427 | 540 | 0.4063 | 0.6705 | 0.4063 | 0.6374 |
| 0.5003 | 5.2621 | 542 | 0.3992 | 0.6683 | 0.3992 | 0.6318 |
| 0.5003 | 5.2816 | 544 | 0.4208 | 0.6839 | 0.4208 | 0.6487 |
| 0.5003 | 5.3010 | 546 | 0.4389 | 0.6896 | 0.4389 | 0.6625 |
| 0.5003 | 5.3204 | 548 | 0.4224 | 0.6902 | 0.4224 | 0.6500 |
| 0.5003 | 5.3398 | 550 | 0.4007 | 0.6945 | 0.4007 | 0.6330 |
| 0.5003 | 5.3592 | 552 | 0.4203 | 0.6946 | 0.4203 | 0.6483 |
| 0.5003 | 5.3786 | 554 | 0.5680 | 0.6440 | 0.5680 | 0.7537 |
| 0.5003 | 5.3981 | 556 | 0.6457 | 0.6301 | 0.6457 | 0.8036 |
| 0.5003 | 5.4175 | 558 | 0.5654 | 0.6609 | 0.5654 | 0.7519 |
| 0.5003 | 5.4369 | 560 | 0.4588 | 0.7011 | 0.4588 | 0.6773 |
| 0.5003 | 5.4563 | 562 | 0.4663 | 0.6626 | 0.4663 | 0.6829 |
| 0.5003 | 5.4757 | 564 | 0.4659 | 0.6821 | 0.4659 | 0.6826 |
| 0.5003 | 5.4951 | 566 | 0.4271 | 0.6797 | 0.4271 | 0.6535 |
| 0.5003 | 5.5146 | 568 | 0.4120 | 0.6907 | 0.4120 | 0.6419 |
| 0.5003 | 5.5340 | 570 | 0.4747 | 0.6786 | 0.4747 | 0.6890 |
| 0.5003 | 5.5534 | 572 | 0.4824 | 0.6619 | 0.4824 | 0.6946 |
| 0.5003 | 5.5728 | 574 | 0.4319 | 0.6912 | 0.4319 | 0.6572 |
| 0.5003 | 5.5922 | 576 | 0.4264 | 0.6971 | 0.4264 | 0.6530 |
| 0.5003 | 5.6117 | 578 | 0.4325 | 0.6845 | 0.4325 | 0.6576 |
| 0.5003 | 5.6311 | 580 | 0.4372 | 0.7059 | 0.4372 | 0.6612 |
| 0.5003 | 5.6505 | 582 | 0.4670 | 0.7148 | 0.4670 | 0.6834 |
| 0.5003 | 5.6699 | 584 | 0.5219 | 0.6930 | 0.5219 | 0.7224 |
| 0.5003 | 5.6893 | 586 | 0.6183 | 0.6440 | 0.6183 | 0.7863 |
| 0.5003 | 5.7087 | 588 | 0.5529 | 0.6404 | 0.5529 | 0.7436 |
| 0.5003 | 5.7282 | 590 | 0.5317 | 0.6444 | 0.5317 | 0.7292 |
| 0.5003 | 5.7476 | 592 | 0.5372 | 0.6505 | 0.5372 | 0.7329 |
| 0.5003 | 5.7670 | 594 | 0.4362 | 0.6633 | 0.4362 | 0.6605 |
| 0.5003 | 5.7864 | 596 | 0.3771 | 0.6775 | 0.3771 | 0.6141 |
| 0.5003 | 5.8058 | 598 | 0.3739 | 0.6822 | 0.3739 | 0.6115 |
| 0.5003 | 5.8252 | 600 | 0.3735 | 0.6597 | 0.3735 | 0.6111 |
| 0.5003 | 5.8447 | 602 | 0.3822 | 0.6429 | 0.3822 | 0.6182 |
| 0.5003 | 5.8641 | 604 | 0.4132 | 0.6440 | 0.4132 | 0.6428 |
| 0.5003 | 5.8835 | 606 | 0.4037 | 0.6585 | 0.4037 | 0.6354 |
| 0.5003 | 5.9029 | 608 | 0.4002 | 0.6819 | 0.4002 | 0.6326 |
| 0.5003 | 5.9223 | 610 | 0.4067 | 0.7029 | 0.4067 | 0.6377 |
| 0.5003 | 5.9417 | 612 | 0.4540 | 0.7103 | 0.4540 | 0.6738 |
| 0.5003 | 5.9612 | 614 | 0.4942 | 0.7105 | 0.4942 | 0.7030 |
| 0.5003 | 5.9806 | 616 | 0.5792 | 0.6566 | 0.5792 | 0.7610 |
| 0.5003 | 6.0 | 618 | 0.5385 | 0.6720 | 0.5385 | 0.7338 |
| 0.5003 | 6.0194 | 620 | 0.4352 | 0.7161 | 0.4352 | 0.6597 |
| 0.5003 | 6.0388 | 622 | 0.4192 | 0.7168 | 0.4192 | 0.6475 |
| 0.5003 | 6.0583 | 624 | 0.4191 | 0.7264 | 0.4191 | 0.6474 |
| 0.5003 | 6.0777 | 626 | 0.4427 | 0.7241 | 0.4427 | 0.6653 |
| 0.5003 | 6.0971 | 628 | 0.4634 | 0.7123 | 0.4634 | 0.6807 |
| 0.5003 | 6.1165 | 630 | 0.4775 | 0.6985 | 0.4775 | 0.6910 |
| 0.5003 | 6.1359 | 632 | 0.4425 | 0.7219 | 0.4425 | 0.6652 |
| 0.5003 | 6.1553 | 634 | 0.4293 | 0.7126 | 0.4293 | 0.6552 |
| 0.5003 | 6.1748 | 636 | 0.4281 | 0.7124 | 0.4281 | 0.6543 |
| 0.5003 | 6.1942 | 638 | 0.4349 | 0.7132 | 0.4349 | 0.6594 |
| 0.5003 | 6.2136 | 640 | 0.4222 | 0.7158 | 0.4222 | 0.6498 |
| 0.5003 | 6.2330 | 642 | 0.4475 | 0.7241 | 0.4475 | 0.6689 |
| 0.5003 | 6.2524 | 644 | 0.4507 | 0.7083 | 0.4507 | 0.6714 |
| 0.5003 | 6.2718 | 646 | 0.4245 | 0.7073 | 0.4245 | 0.6515 |
| 0.5003 | 6.2913 | 648 | 0.4279 | 0.7085 | 0.4279 | 0.6541 |
| 0.5003 | 6.3107 | 650 | 0.4421 | 0.6925 | 0.4421 | 0.6649 |
| 0.5003 | 6.3301 | 652 | 0.4885 | 0.6728 | 0.4885 | 0.6990 |
| 0.5003 | 6.3495 | 654 | 0.4921 | 0.6703 | 0.4921 | 0.7015 |
| 0.5003 | 6.3689 | 656 | 0.4370 | 0.7246 | 0.4370 | 0.6610 |
| 0.5003 | 6.3883 | 658 | 0.3956 | 0.7330 | 0.3956 | 0.6290 |
| 0.5003 | 6.4078 | 660 | 0.3930 | 0.7307 | 0.3930 | 0.6269 |
| 0.5003 | 6.4272 | 662 | 0.4274 | 0.7156 | 0.4274 | 0.6538 |
| 0.5003 | 6.4466 | 664 | 0.4562 | 0.7258 | 0.4562 | 0.6754 |
| 0.5003 | 6.4660 | 666 | 0.4143 | 0.7245 | 0.4143 | 0.6437 |
| 0.5003 | 6.4854 | 668 | 0.3855 | 0.7236 | 0.3855 | 0.6209 |
| 0.5003 | 6.5049 | 670 | 0.3676 | 0.7090 | 0.3676 | 0.6063 |
| 0.5003 | 6.5243 | 672 | 0.3684 | 0.6959 | 0.3684 | 0.6070 |
| 0.5003 | 6.5437 | 674 | 0.3947 | 0.7111 | 0.3947 | 0.6282 |
| 0.5003 | 6.5631 | 676 | 0.4404 | 0.6969 | 0.4404 | 0.6636 |
| 0.5003 | 6.5825 | 678 | 0.4514 | 0.6898 | 0.4514 | 0.6719 |
| 0.5003 | 6.6019 | 680 | 0.4384 | 0.6885 | 0.4384 | 0.6621 |
| 0.5003 | 6.6214 | 682 | 0.4553 | 0.6743 | 0.4553 | 0.6747 |
| 0.5003 | 6.6408 | 684 | 0.4777 | 0.7188 | 0.4777 | 0.6912 |
| 0.5003 | 6.6602 | 686 | 0.5058 | 0.7211 | 0.5058 | 0.7112 |
| 0.5003 | 6.6796 | 688 | 0.6060 | 0.6781 | 0.6060 | 0.7785 |
| 0.5003 | 6.6990 | 690 | 0.6653 | 0.6413 | 0.6653 | 0.8157 |
| 0.5003 | 6.7184 | 692 | 0.5748 | 0.6631 | 0.5748 | 0.7582 |
| 0.5003 | 6.7379 | 694 | 0.4522 | 0.7233 | 0.4522 | 0.6725 |
| 0.5003 | 6.7573 | 696 | 0.4044 | 0.7139 | 0.4044 | 0.6359 |
| 0.5003 | 6.7767 | 698 | 0.4102 | 0.6797 | 0.4102 | 0.6404 |
| 0.5003 | 6.7961 | 700 | 0.3849 | 0.6960 | 0.3849 | 0.6204 |
| 0.5003 | 6.8155 | 702 | 0.3945 | 0.7135 | 0.3945 | 0.6281 |
| 0.5003 | 6.8350 | 704 | 0.4648 | 0.6890 | 0.4648 | 0.6818 |
| 0.5003 | 6.8544 | 706 | 0.5768 | 0.6644 | 0.5768 | 0.7595 |
| 0.5003 | 6.8738 | 708 | 0.6042 | 0.6712 | 0.6042 | 0.7773 |
| 0.5003 | 6.8932 | 710 | 0.5617 | 0.7066 | 0.5617 | 0.7495 |
| 0.5003 | 6.9126 | 712 | 0.5480 | 0.7137 | 0.5480 | 0.7402 |
| 0.5003 | 6.9320 | 714 | 0.4916 | 0.7047 | 0.4916 | 0.7011 |
| 0.5003 | 6.9515 | 716 | 0.4078 | 0.7000 | 0.4078 | 0.6386 |
| 0.5003 | 6.9709 | 718 | 0.3879 | 0.6929 | 0.3879 | 0.6228 |
| 0.5003 | 6.9903 | 720 | 0.3946 | 0.6749 | 0.3946 | 0.6282 |
| 0.5003 | 7.0097 | 722 | 0.4059 | 0.6545 | 0.4059 | 0.6371 |
| 0.5003 | 7.0291 | 724 | 0.4162 | 0.6569 | 0.4162 | 0.6451 |
| 0.5003 | 7.0485 | 726 | 0.4437 | 0.6585 | 0.4437 | 0.6661 |
| 0.5003 | 7.0680 | 728 | 0.4998 | 0.6567 | 0.4998 | 0.7070 |
| 0.5003 | 7.0874 | 730 | 0.6060 | 0.6374 | 0.6060 | 0.7785 |
| 0.5003 | 7.1068 | 732 | 0.5762 | 0.6869 | 0.5762 | 0.7591 |
| 0.5003 | 7.1262 | 734 | 0.4783 | 0.7148 | 0.4783 | 0.6916 |
| 0.5003 | 7.1456 | 736 | 0.4466 | 0.7104 | 0.4466 | 0.6683 |
| 0.5003 | 7.1650 | 738 | 0.4272 | 0.6908 | 0.4272 | 0.6536 |
| 0.5003 | 7.1845 | 740 | 0.4256 | 0.7169 | 0.4256 | 0.6524 |
| 0.5003 | 7.2039 | 742 | 0.5308 | 0.6501 | 0.5308 | 0.7286 |
| 0.5003 | 7.2233 | 744 | 0.5591 | 0.5967 | 0.5591 | 0.7477 |
| 0.5003 | 7.2427 | 746 | 0.4829 | 0.6417 | 0.4829 | 0.6949 |
| 0.5003 | 7.2621 | 748 | 0.4058 | 0.6861 | 0.4058 | 0.6370 |
| 0.5003 | 7.2816 | 750 | 0.3836 | 0.7132 | 0.3836 | 0.6194 |
| 0.5003 | 7.3010 | 752 | 0.3776 | 0.7401 | 0.3776 | 0.6145 |
| 0.5003 | 7.3204 | 754 | 0.3784 | 0.7183 | 0.3784 | 0.6152 |
| 0.5003 | 7.3398 | 756 | 0.4307 | 0.7200 | 0.4307 | 0.6562 |
| 0.5003 | 7.3592 | 758 | 0.4851 | 0.6888 | 0.4851 | 0.6965 |
| 0.5003 | 7.3786 | 760 | 0.4483 | 0.7100 | 0.4483 | 0.6695 |
| 0.5003 | 7.3981 | 762 | 0.4257 | 0.7126 | 0.4257 | 0.6524 |
| 0.5003 | 7.4175 | 764 | 0.4036 | 0.7182 | 0.4036 | 0.6353 |
| 0.5003 | 7.4369 | 766 | 0.4202 | 0.6777 | 0.4202 | 0.6483 |
| 0.5003 | 7.4563 | 768 | 0.4681 | 0.6575 | 0.4681 | 0.6842 |
| 0.5003 | 7.4757 | 770 | 0.4291 | 0.6728 | 0.4291 | 0.6550 |
| 0.5003 | 7.4951 | 772 | 0.3877 | 0.7015 | 0.3877 | 0.6227 |
| 0.5003 | 7.5146 | 774 | 0.4002 | 0.7077 | 0.4002 | 0.6326 |
| 0.5003 | 7.5340 | 776 | 0.4335 | 0.7099 | 0.4335 | 0.6584 |
| 0.5003 | 7.5534 | 778 | 0.5840 | 0.6963 | 0.5840 | 0.7642 |
| 0.5003 | 7.5728 | 780 | 0.8997 | 0.6026 | 0.8997 | 0.9485 |
| 0.5003 | 7.5922 | 782 | 0.9323 | 0.5735 | 0.9323 | 0.9656 |
| 0.5003 | 7.6117 | 784 | 0.7269 | 0.6532 | 0.7269 | 0.8526 |
| 0.5003 | 7.6311 | 786 | 0.5082 | 0.6972 | 0.5082 | 0.7129 |
| 0.5003 | 7.6505 | 788 | 0.4337 | 0.7060 | 0.4337 | 0.6586 |
| 0.5003 | 7.6699 | 790 | 0.4074 | 0.6999 | 0.4074 | 0.6383 |
| 0.5003 | 7.6893 | 792 | 0.3858 | 0.6903 | 0.3858 | 0.6211 |
| 0.5003 | 7.7087 | 794 | 0.4490 | 0.6744 | 0.4490 | 0.6701 |
| 0.5003 | 7.7282 | 796 | 0.5889 | 0.6073 | 0.5889 | 0.7674 |
| 0.5003 | 7.7476 | 798 | 0.6168 | 0.6138 | 0.6168 | 0.7853 |
| 0.5003 | 7.7670 | 800 | 0.5069 | 0.6718 | 0.5069 | 0.7120 |
| 0.5003 | 7.7864 | 802 | 0.4006 | 0.6575 | 0.4006 | 0.6329 |
| 0.5003 | 7.8058 | 804 | 0.3888 | 0.6904 | 0.3888 | 0.6235 |
| 0.5003 | 7.8252 | 806 | 0.3951 | 0.6996 | 0.3951 | 0.6286 |
| 0.5003 | 7.8447 | 808 | 0.4032 | 0.6928 | 0.4032 | 0.6350 |
| 0.5003 | 7.8641 | 810 | 0.4296 | 0.7201 | 0.4296 | 0.6554 |
| 0.5003 | 7.8835 | 812 | 0.4602 | 0.7200 | 0.4602 | 0.6784 |
| 0.5003 | 7.9029 | 814 | 0.4809 | 0.7331 | 0.4809 | 0.6935 |
| 0.5003 | 7.9223 | 816 | 0.5515 | 0.6920 | 0.5515 | 0.7427 |
| 0.5003 | 7.9417 | 818 | 0.5667 | 0.6772 | 0.5667 | 0.7528 |
| 0.5003 | 7.9612 | 820 | 0.5023 | 0.7092 | 0.5023 | 0.7087 |
| 0.5003 | 7.9806 | 822 | 0.4436 | 0.7119 | 0.4436 | 0.6660 |
| 0.5003 | 8.0 | 824 | 0.4267 | 0.7173 | 0.4267 | 0.6532 |
| 0.5003 | 8.0194 | 826 | 0.4017 | 0.7297 | 0.4017 | 0.6338 |
| 0.5003 | 8.0388 | 828 | 0.4059 | 0.7215 | 0.4059 | 0.6371 |
| 0.5003 | 8.0583 | 830 | 0.4589 | 0.6527 | 0.4589 | 0.6774 |
| 0.5003 | 8.0777 | 832 | 0.5170 | 0.6462 | 0.5170 | 0.7190 |
| 0.5003 | 8.0971 | 834 | 0.5073 | 0.6525 | 0.5073 | 0.7122 |
| 0.5003 | 8.1165 | 836 | 0.4336 | 0.7091 | 0.4336 | 0.6585 |
| 0.5003 | 8.1359 | 838 | 0.4159 | 0.7295 | 0.4159 | 0.6449 |
| 0.5003 | 8.1553 | 840 | 0.4224 | 0.7220 | 0.4224 | 0.6499 |
| 0.5003 | 8.1748 | 842 | 0.4419 | 0.7207 | 0.4419 | 0.6647 |
| 0.5003 | 8.1942 | 844 | 0.4627 | 0.7210 | 0.4627 | 0.6803 |
| 0.5003 | 8.2136 | 846 | 0.4584 | 0.7152 | 0.4584 | 0.6770 |
| 0.5003 | 8.2330 | 848 | 0.4589 | 0.7142 | 0.4589 | 0.6774 |
| 0.5003 | 8.2524 | 850 | 0.4943 | 0.6895 | 0.4943 | 0.7031 |
| 0.5003 | 8.2718 | 852 | 0.5009 | 0.6981 | 0.5009 | 0.7078 |
| 0.5003 | 8.2913 | 854 | 0.4950 | 0.6956 | 0.4950 | 0.7035 |
| 0.5003 | 8.3107 | 856 | 0.4939 | 0.6970 | 0.4939 | 0.7028 |
| 0.5003 | 8.3301 | 858 | 0.4861 | 0.7113 | 0.4861 | 0.6972 |
| 0.5003 | 8.3495 | 860 | 0.4415 | 0.7133 | 0.4415 | 0.6644 |
| 0.5003 | 8.3689 | 862 | 0.4130 | 0.7055 | 0.4130 | 0.6426 |
| 0.5003 | 8.3883 | 864 | 0.4158 | 0.6781 | 0.4158 | 0.6449 |
| 0.5003 | 8.4078 | 866 | 0.4482 | 0.6714 | 0.4482 | 0.6695 |
| 0.5003 | 8.4272 | 868 | 0.4538 | 0.6714 | 0.4538 | 0.6736 |
| 0.5003 | 8.4466 | 870 | 0.4349 | 0.6818 | 0.4349 | 0.6594 |
| 0.5003 | 8.4660 | 872 | 0.4182 | 0.6939 | 0.4182 | 0.6467 |
| 0.5003 | 8.4854 | 874 | 0.4416 | 0.7091 | 0.4416 | 0.6645 |
| 0.5003 | 8.5049 | 876 | 0.5261 | 0.6911 | 0.5261 | 0.7253 |
| 0.5003 | 8.5243 | 878 | 0.6274 | 0.6601 | 0.6274 | 0.7921 |
| 0.5003 | 8.5437 | 880 | 0.5659 | 0.6729 | 0.5659 | 0.7523 |
| 0.5003 | 8.5631 | 882 | 0.4523 | 0.6933 | 0.4523 | 0.6725 |
| 0.5003 | 8.5825 | 884 | 0.4069 | 0.6835 | 0.4069 | 0.6379 |
| 0.5003 | 8.6019 | 886 | 0.3929 | 0.6706 | 0.3929 | 0.6268 |
| 0.5003 | 8.6214 | 888 | 0.3990 | 0.6796 | 0.3990 | 0.6317 |
| 0.5003 | 8.6408 | 890 | 0.4809 | 0.6795 | 0.4809 | 0.6935 |
| 0.5003 | 8.6602 | 892 | 0.5604 | 0.6498 | 0.5604 | 0.7486 |
| 0.5003 | 8.6796 | 894 | 0.5299 | 0.6810 | 0.5299 | 0.7279 |
| 0.5003 | 8.6990 | 896 | 0.4508 | 0.7150 | 0.4508 | 0.6714 |
| 0.5003 | 8.7184 | 898 | 0.4340 | 0.6984 | 0.4340 | 0.6588 |
| 0.5003 | 8.7379 | 900 | 0.4725 | 0.6812 | 0.4725 | 0.6874 |
| 0.5003 | 8.7573 | 902 | 0.5018 | 0.6588 | 0.5018 | 0.7084 |
| 0.5003 | 8.7767 | 904 | 0.4963 | 0.6568 | 0.4963 | 0.7045 |
| 0.5003 | 8.7961 | 906 | 0.4579 | 0.6846 | 0.4579 | 0.6767 |
| 0.5003 | 8.8155 | 908 | 0.4444 | 0.6599 | 0.4444 | 0.6666 |
| 0.5003 | 8.8350 | 910 | 0.4895 | 0.6824 | 0.4895 | 0.6996 |
| 0.5003 | 8.8544 | 912 | 0.5796 | 0.6539 | 0.5796 | 0.7613 |
| 0.5003 | 8.8738 | 914 | 0.6408 | 0.6328 | 0.6408 | 0.8005 |
| 0.5003 | 8.8932 | 916 | 0.6248 | 0.6339 | 0.6248 | 0.7905 |
| 0.5003 | 8.9126 | 918 | 0.5258 | 0.6511 | 0.5258 | 0.7251 |
| 0.5003 | 8.9320 | 920 | 0.4626 | 0.6844 | 0.4626 | 0.6801 |
| 0.5003 | 8.9515 | 922 | 0.4157 | 0.6893 | 0.4157 | 0.6447 |
| 0.5003 | 8.9709 | 924 | 0.4106 | 0.6829 | 0.4106 | 0.6408 |
| 0.5003 | 8.9903 | 926 | 0.4188 | 0.6667 | 0.4188 | 0.6472 |
| 0.5003 | 9.0097 | 928 | 0.4628 | 0.6756 | 0.4628 | 0.6803 |
| 0.5003 | 9.0291 | 930 | 0.5115 | 0.6519 | 0.5115 | 0.7152 |
| 0.5003 | 9.0485 | 932 | 0.4861 | 0.6675 | 0.4861 | 0.6972 |
| 0.5003 | 9.0680 | 934 | 0.4456 | 0.6924 | 0.4456 | 0.6675 |
| 0.5003 | 9.0874 | 936 | 0.4107 | 0.7092 | 0.4107 | 0.6409 |
| 0.5003 | 9.1068 | 938 | 0.4226 | 0.7076 | 0.4226 | 0.6501 |
| 0.5003 | 9.1262 | 940 | 0.4431 | 0.6959 | 0.4431 | 0.6656 |
| 0.5003 | 9.1456 | 942 | 0.4364 | 0.7059 | 0.4364 | 0.6606 |
| 0.5003 | 9.1650 | 944 | 0.4522 | 0.7101 | 0.4522 | 0.6725 |
| 0.5003 | 9.1845 | 946 | 0.5286 | 0.7044 | 0.5286 | 0.7270 |
| 0.5003 | 9.2039 | 948 | 0.6004 | 0.6565 | 0.6004 | 0.7749 |
| 0.5003 | 9.2233 | 950 | 0.5596 | 0.6672 | 0.5596 | 0.7481 |
| 0.5003 | 9.2427 | 952 | 0.4386 | 0.7062 | 0.4386 | 0.6622 |
| 0.5003 | 9.2621 | 954 | 0.3914 | 0.7087 | 0.3914 | 0.6256 |
| 0.5003 | 9.2816 | 956 | 0.3873 | 0.6900 | 0.3873 | 0.6223 |
| 0.5003 | 9.3010 | 958 | 0.4103 | 0.6977 | 0.4103 | 0.6405 |
| 0.5003 | 9.3204 | 960 | 0.4711 | 0.6778 | 0.4711 | 0.6864 |
| 0.5003 | 9.3398 | 962 | 0.5643 | 0.6777 | 0.5643 | 0.7512 |
| 0.5003 | 9.3592 | 964 | 0.5459 | 0.6896 | 0.5459 | 0.7388 |
| 0.5003 | 9.3786 | 966 | 0.4907 | 0.6993 | 0.4907 | 0.7005 |
| 0.5003 | 9.3981 | 968 | 0.4522 | 0.7078 | 0.4522 | 0.6725 |
| 0.5003 | 9.4175 | 970 | 0.4376 | 0.6921 | 0.4376 | 0.6615 |
| 0.5003 | 9.4369 | 972 | 0.4314 | 0.7093 | 0.4314 | 0.6568 |
| 0.5003 | 9.4563 | 974 | 0.4443 | 0.7117 | 0.4443 | 0.6665 |
| 0.5003 | 9.4757 | 976 | 0.5327 | 0.6584 | 0.5327 | 0.7299 |
| 0.5003 | 9.4951 | 978 | 0.5314 | 0.6456 | 0.5314 | 0.7290 |
| 0.5003 | 9.5146 | 980 | 0.4555 | 0.6526 | 0.4555 | 0.6749 |
| 0.5003 | 9.5340 | 982 | 0.4107 | 0.6780 | 0.4107 | 0.6409 |
| 0.5003 | 9.5534 | 984 | 0.4016 | 0.7045 | 0.4016 | 0.6337 |
| 0.5003 | 9.5728 | 986 | 0.4162 | 0.6996 | 0.4162 | 0.6451 |
| 0.5003 | 9.5922 | 988 | 0.4623 | 0.7079 | 0.4623 | 0.6799 |
| 0.5003 | 9.6117 | 990 | 0.4897 | 0.7149 | 0.4897 | 0.6998 |
| 0.5003 | 9.6311 | 992 | 0.4684 | 0.7029 | 0.4684 | 0.6844 |
| 0.5003 | 9.6505 | 994 | 0.4565 | 0.6885 | 0.4565 | 0.6757 |
| 0.5003 | 9.6699 | 996 | 0.4590 | 0.6980 | 0.4590 | 0.6775 |
| 0.5003 | 9.6893 | 998 | 0.4825 | 0.7027 | 0.4825 | 0.6946 |
| 0.1494 | 9.7087 | 1000 | 0.5201 | 0.7061 | 0.5201 | 0.7212 |
| 0.1494 | 9.7282 | 1002 | 0.5134 | 0.7078 | 0.5134 | 0.7165 |
| 0.1494 | 9.7476 | 1004 | 0.4996 | 0.7096 | 0.4996 | 0.7068 |
| 0.1494 | 9.7670 | 1006 | 0.5325 | 0.6988 | 0.5325 | 0.7297 |
| 0.1494 | 9.7864 | 1008 | 0.6082 | 0.6908 | 0.6082 | 0.7799 |
| 0.1494 | 9.8058 | 1010 | 0.5961 | 0.6926 | 0.5961 | 0.7721 |
| 0.1494 | 9.8252 | 1012 | 0.4784 | 0.7082 | 0.4784 | 0.6917 |
| 0.1494 | 9.8447 | 1014 | 0.4278 | 0.6852 | 0.4278 | 0.6540 |
| 0.1494 | 9.8641 | 1016 | 0.4184 | 0.6820 | 0.4184 | 0.6468 |
| 0.1494 | 9.8835 | 1018 | 0.4643 | 0.6342 | 0.4643 | 0.6814 |
| 0.1494 | 9.9029 | 1020 | 0.6135 | 0.6221 | 0.6135 | 0.7832 |
| 0.1494 | 9.9223 | 1022 | 0.6824 | 0.5917 | 0.6824 | 0.8261 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
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