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library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask2_development
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_TestTask2_development
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: 0.4684
- Qwk: 0.5628
- Mse: 0.4684
- Rmse: 0.6844
## 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 | 0.0213 | 2 | 3.4526 | 0.0232 | 3.4526 | 1.8581 |
| No log | 0.0426 | 4 | 2.5847 | 0.0474 | 2.5847 | 1.6077 |
| No log | 0.0638 | 6 | 1.0363 | 0.1292 | 1.0363 | 1.0180 |
| No log | 0.0851 | 8 | 0.6277 | 0.2594 | 0.6277 | 0.7923 |
| No log | 0.1064 | 10 | 0.6526 | 0.2382 | 0.6526 | 0.8078 |
| No log | 0.1277 | 12 | 0.6278 | 0.2191 | 0.6278 | 0.7924 |
| No log | 0.1489 | 14 | 0.5955 | 0.2842 | 0.5955 | 0.7717 |
| No log | 0.1702 | 16 | 0.5924 | 0.2817 | 0.5924 | 0.7696 |
| No log | 0.1915 | 18 | 0.6787 | 0.2202 | 0.6787 | 0.8238 |
| No log | 0.2128 | 20 | 0.6592 | 0.2605 | 0.6592 | 0.8119 |
| No log | 0.2340 | 22 | 0.6607 | 0.2485 | 0.6607 | 0.8128 |
| No log | 0.2553 | 24 | 0.5976 | 0.3110 | 0.5976 | 0.7731 |
| No log | 0.2766 | 26 | 0.5816 | 0.3540 | 0.5816 | 0.7626 |
| No log | 0.2979 | 28 | 0.5514 | 0.4292 | 0.5514 | 0.7425 |
| No log | 0.3191 | 30 | 0.5944 | 0.4593 | 0.5944 | 0.7710 |
| No log | 0.3404 | 32 | 0.6123 | 0.4738 | 0.6123 | 0.7825 |
| No log | 0.3617 | 34 | 0.5846 | 0.4858 | 0.5846 | 0.7646 |
| No log | 0.3830 | 36 | 0.5600 | 0.4350 | 0.5600 | 0.7483 |
| No log | 0.4043 | 38 | 0.5780 | 0.3886 | 0.5780 | 0.7602 |
| No log | 0.4255 | 40 | 0.6345 | 0.3205 | 0.6345 | 0.7966 |
| No log | 0.4468 | 42 | 0.7145 | 0.2605 | 0.7145 | 0.8453 |
| No log | 0.4681 | 44 | 0.6695 | 0.2891 | 0.6695 | 0.8182 |
| No log | 0.4894 | 46 | 0.6315 | 0.3122 | 0.6315 | 0.7946 |
| No log | 0.5106 | 48 | 0.6534 | 0.3003 | 0.6534 | 0.8083 |
| No log | 0.5319 | 50 | 0.6061 | 0.3478 | 0.6061 | 0.7785 |
| No log | 0.5532 | 52 | 0.6070 | 0.3589 | 0.6070 | 0.7791 |
| No log | 0.5745 | 54 | 0.5636 | 0.4295 | 0.5636 | 0.7507 |
| No log | 0.5957 | 56 | 0.5674 | 0.4151 | 0.5674 | 0.7533 |
| No log | 0.6170 | 58 | 0.5535 | 0.3768 | 0.5535 | 0.7440 |
| No log | 0.6383 | 60 | 0.5882 | 0.3457 | 0.5882 | 0.7670 |
| No log | 0.6596 | 62 | 0.5332 | 0.3783 | 0.5332 | 0.7302 |
| No log | 0.6809 | 64 | 0.4978 | 0.4667 | 0.4978 | 0.7056 |
| No log | 0.7021 | 66 | 0.4986 | 0.4727 | 0.4986 | 0.7061 |
| No log | 0.7234 | 68 | 0.5346 | 0.4870 | 0.5346 | 0.7311 |
| No log | 0.7447 | 70 | 0.6376 | 0.4147 | 0.6376 | 0.7985 |
| No log | 0.7660 | 72 | 0.7796 | 0.3301 | 0.7796 | 0.8829 |
| No log | 0.7872 | 74 | 0.7357 | 0.4431 | 0.7357 | 0.8577 |
| No log | 0.8085 | 76 | 0.6402 | 0.4732 | 0.6402 | 0.8001 |
| No log | 0.8298 | 78 | 0.6295 | 0.4693 | 0.6295 | 0.7934 |
| No log | 0.8511 | 80 | 0.6925 | 0.4713 | 0.6925 | 0.8322 |
| No log | 0.8723 | 82 | 0.6549 | 0.4580 | 0.6549 | 0.8093 |
| No log | 0.8936 | 84 | 0.5772 | 0.5262 | 0.5772 | 0.7597 |
| No log | 0.9149 | 86 | 0.5651 | 0.5220 | 0.5651 | 0.7518 |
| No log | 0.9362 | 88 | 0.5914 | 0.5299 | 0.5914 | 0.7690 |
| No log | 0.9574 | 90 | 0.5778 | 0.5175 | 0.5778 | 0.7601 |
| No log | 0.9787 | 92 | 0.5535 | 0.5313 | 0.5535 | 0.7440 |
| No log | 1.0 | 94 | 0.5272 | 0.5681 | 0.5272 | 0.7261 |
| No log | 1.0213 | 96 | 0.4970 | 0.5409 | 0.4970 | 0.7050 |
| No log | 1.0426 | 98 | 0.4852 | 0.5237 | 0.4852 | 0.6966 |
| No log | 1.0638 | 100 | 0.5340 | 0.3582 | 0.5340 | 0.7307 |
| No log | 1.0851 | 102 | 0.5929 | 0.2929 | 0.5929 | 0.7700 |
| No log | 1.1064 | 104 | 0.5976 | 0.2946 | 0.5976 | 0.7731 |
| No log | 1.1277 | 106 | 0.5446 | 0.4019 | 0.5446 | 0.7380 |
| No log | 1.1489 | 108 | 0.4844 | 0.4077 | 0.4844 | 0.6960 |
| No log | 1.1702 | 110 | 0.4300 | 0.5319 | 0.4300 | 0.6557 |
| No log | 1.1915 | 112 | 0.4355 | 0.5640 | 0.4355 | 0.6599 |
| No log | 1.2128 | 114 | 0.4384 | 0.4965 | 0.4384 | 0.6621 |
| No log | 1.2340 | 116 | 0.4709 | 0.3771 | 0.4709 | 0.6863 |
| No log | 1.2553 | 118 | 0.4857 | 0.3970 | 0.4857 | 0.6969 |
| No log | 1.2766 | 120 | 0.5370 | 0.3932 | 0.5370 | 0.7328 |
| No log | 1.2979 | 122 | 0.5255 | 0.4545 | 0.5255 | 0.7249 |
| No log | 1.3191 | 124 | 0.5337 | 0.4606 | 0.5337 | 0.7306 |
| No log | 1.3404 | 126 | 0.5006 | 0.5194 | 0.5006 | 0.7076 |
| No log | 1.3617 | 128 | 0.4942 | 0.5736 | 0.4942 | 0.7030 |
| No log | 1.3830 | 130 | 0.5414 | 0.4800 | 0.5414 | 0.7358 |
| No log | 1.4043 | 132 | 0.5646 | 0.4425 | 0.5646 | 0.7514 |
| No log | 1.4255 | 134 | 0.5796 | 0.3226 | 0.5796 | 0.7613 |
| No log | 1.4468 | 136 | 0.5563 | 0.3841 | 0.5563 | 0.7459 |
| No log | 1.4681 | 138 | 0.5138 | 0.4220 | 0.5138 | 0.7168 |
| No log | 1.4894 | 140 | 0.4553 | 0.5006 | 0.4553 | 0.6747 |
| No log | 1.5106 | 142 | 0.4534 | 0.5168 | 0.4534 | 0.6733 |
| No log | 1.5319 | 144 | 0.5363 | 0.5586 | 0.5363 | 0.7324 |
| No log | 1.5532 | 146 | 0.6381 | 0.5210 | 0.6381 | 0.7988 |
| No log | 1.5745 | 148 | 0.6531 | 0.5272 | 0.6531 | 0.8082 |
| No log | 1.5957 | 150 | 0.7218 | 0.4777 | 0.7218 | 0.8496 |
| No log | 1.6170 | 152 | 0.7591 | 0.4635 | 0.7591 | 0.8713 |
| No log | 1.6383 | 154 | 0.7659 | 0.4618 | 0.7659 | 0.8752 |
| No log | 1.6596 | 156 | 0.5897 | 0.5500 | 0.5897 | 0.7679 |
| No log | 1.6809 | 158 | 0.4926 | 0.5194 | 0.4926 | 0.7018 |
| No log | 1.7021 | 160 | 0.5014 | 0.5251 | 0.5014 | 0.7081 |
| No log | 1.7234 | 162 | 0.4874 | 0.5414 | 0.4874 | 0.6982 |
| No log | 1.7447 | 164 | 0.5149 | 0.4514 | 0.5149 | 0.7175 |
| No log | 1.7660 | 166 | 0.5565 | 0.4511 | 0.5565 | 0.7460 |
| No log | 1.7872 | 168 | 0.5718 | 0.4461 | 0.5718 | 0.7562 |
| No log | 1.8085 | 170 | 0.5121 | 0.4840 | 0.5121 | 0.7156 |
| No log | 1.8298 | 172 | 0.4423 | 0.5243 | 0.4423 | 0.6651 |
| No log | 1.8511 | 174 | 0.4600 | 0.5281 | 0.4600 | 0.6783 |
| No log | 1.8723 | 176 | 0.5547 | 0.4928 | 0.5547 | 0.7448 |
| No log | 1.8936 | 178 | 0.7627 | 0.3725 | 0.7627 | 0.8733 |
| No log | 1.9149 | 180 | 0.7879 | 0.3763 | 0.7879 | 0.8876 |
| No log | 1.9362 | 182 | 0.8064 | 0.4041 | 0.8064 | 0.8980 |
| No log | 1.9574 | 184 | 0.7147 | 0.4890 | 0.7147 | 0.8454 |
| No log | 1.9787 | 186 | 0.5466 | 0.5513 | 0.5466 | 0.7393 |
| No log | 2.0 | 188 | 0.4469 | 0.5857 | 0.4469 | 0.6685 |
| No log | 2.0213 | 190 | 0.4310 | 0.5673 | 0.4310 | 0.6565 |
| No log | 2.0426 | 192 | 0.4364 | 0.5302 | 0.4364 | 0.6606 |
| No log | 2.0638 | 194 | 0.4610 | 0.4893 | 0.4610 | 0.6790 |
| No log | 2.0851 | 196 | 0.5352 | 0.4594 | 0.5352 | 0.7316 |
| No log | 2.1064 | 198 | 0.7045 | 0.4589 | 0.7045 | 0.8393 |
| No log | 2.1277 | 200 | 0.6068 | 0.4653 | 0.6068 | 0.7789 |
| No log | 2.1489 | 202 | 0.4866 | 0.5413 | 0.4866 | 0.6975 |
| No log | 2.1702 | 204 | 0.4562 | 0.5541 | 0.4562 | 0.6754 |
| No log | 2.1915 | 206 | 0.4743 | 0.5493 | 0.4743 | 0.6887 |
| No log | 2.2128 | 208 | 0.4902 | 0.5759 | 0.4902 | 0.7001 |
| No log | 2.2340 | 210 | 0.4613 | 0.5871 | 0.4613 | 0.6792 |
| No log | 2.2553 | 212 | 0.6519 | 0.5489 | 0.6519 | 0.8074 |
| No log | 2.2766 | 214 | 0.8179 | 0.4354 | 0.8179 | 0.9044 |
| No log | 2.2979 | 216 | 0.7768 | 0.4882 | 0.7768 | 0.8814 |
| No log | 2.3191 | 218 | 0.6515 | 0.5912 | 0.6515 | 0.8072 |
| No log | 2.3404 | 220 | 0.5920 | 0.6138 | 0.5920 | 0.7694 |
| No log | 2.3617 | 222 | 0.5598 | 0.5909 | 0.5598 | 0.7482 |
| No log | 2.3830 | 224 | 0.6170 | 0.5416 | 0.6170 | 0.7855 |
| No log | 2.4043 | 226 | 0.6112 | 0.4412 | 0.6112 | 0.7818 |
| No log | 2.4255 | 228 | 0.5428 | 0.4202 | 0.5428 | 0.7367 |
| No log | 2.4468 | 230 | 0.4809 | 0.4853 | 0.4809 | 0.6935 |
| No log | 2.4681 | 232 | 0.4502 | 0.5215 | 0.4502 | 0.6709 |
| No log | 2.4894 | 234 | 0.4492 | 0.5632 | 0.4492 | 0.6702 |
| No log | 2.5106 | 236 | 0.4533 | 0.5361 | 0.4533 | 0.6733 |
| No log | 2.5319 | 238 | 0.4558 | 0.5464 | 0.4558 | 0.6751 |
| No log | 2.5532 | 240 | 0.6812 | 0.4101 | 0.6812 | 0.8253 |
| No log | 2.5745 | 242 | 0.8476 | 0.3577 | 0.8476 | 0.9206 |
| No log | 2.5957 | 244 | 0.8265 | 0.3891 | 0.8265 | 0.9091 |
| No log | 2.6170 | 246 | 0.6213 | 0.5069 | 0.6213 | 0.7882 |
| No log | 2.6383 | 248 | 0.4678 | 0.5521 | 0.4678 | 0.6839 |
| No log | 2.6596 | 250 | 0.4589 | 0.5932 | 0.4589 | 0.6774 |
| No log | 2.6809 | 252 | 0.5031 | 0.5740 | 0.5031 | 0.7093 |
| No log | 2.7021 | 254 | 0.6701 | 0.4732 | 0.6701 | 0.8186 |
| No log | 2.7234 | 256 | 0.8002 | 0.4573 | 0.8002 | 0.8945 |
| No log | 2.7447 | 258 | 0.7441 | 0.4814 | 0.7441 | 0.8626 |
| No log | 2.7660 | 260 | 0.5712 | 0.5601 | 0.5712 | 0.7558 |
| No log | 2.7872 | 262 | 0.5477 | 0.5792 | 0.5477 | 0.7401 |
| No log | 2.8085 | 264 | 0.6035 | 0.5409 | 0.6035 | 0.7768 |
| No log | 2.8298 | 266 | 0.7726 | 0.4256 | 0.7726 | 0.8790 |
| No log | 2.8511 | 268 | 0.8900 | 0.4245 | 0.8900 | 0.9434 |
| No log | 2.8723 | 270 | 0.8560 | 0.4228 | 0.8560 | 0.9252 |
| No log | 2.8936 | 272 | 0.6815 | 0.4351 | 0.6815 | 0.8255 |
| No log | 2.9149 | 274 | 0.4930 | 0.5218 | 0.4930 | 0.7022 |
| No log | 2.9362 | 276 | 0.4430 | 0.5266 | 0.4430 | 0.6656 |
| No log | 2.9574 | 278 | 0.4417 | 0.5466 | 0.4417 | 0.6646 |
| No log | 2.9787 | 280 | 0.4399 | 0.5276 | 0.4399 | 0.6633 |
| No log | 3.0 | 282 | 0.4453 | 0.5024 | 0.4453 | 0.6673 |
| No log | 3.0213 | 284 | 0.4738 | 0.4420 | 0.4738 | 0.6884 |
| No log | 3.0426 | 286 | 0.4874 | 0.4407 | 0.4874 | 0.6981 |
| No log | 3.0638 | 288 | 0.4961 | 0.4893 | 0.4961 | 0.7043 |
| No log | 3.0851 | 290 | 0.4637 | 0.5525 | 0.4637 | 0.6809 |
| No log | 3.1064 | 292 | 0.4546 | 0.5788 | 0.4546 | 0.6742 |
| No log | 3.1277 | 294 | 0.4600 | 0.6195 | 0.4600 | 0.6782 |
| No log | 3.1489 | 296 | 0.5311 | 0.6201 | 0.5311 | 0.7288 |
| No log | 3.1702 | 298 | 0.7221 | 0.4853 | 0.7221 | 0.8497 |
| No log | 3.1915 | 300 | 0.8401 | 0.3957 | 0.8401 | 0.9165 |
| No log | 3.2128 | 302 | 0.7627 | 0.4143 | 0.7627 | 0.8733 |
| No log | 3.2340 | 304 | 0.6191 | 0.5564 | 0.6191 | 0.7868 |
| No log | 3.2553 | 306 | 0.4787 | 0.5730 | 0.4787 | 0.6919 |
| No log | 3.2766 | 308 | 0.4616 | 0.5809 | 0.4616 | 0.6794 |
| No log | 3.2979 | 310 | 0.4621 | 0.5903 | 0.4621 | 0.6798 |
| No log | 3.3191 | 312 | 0.4926 | 0.5507 | 0.4926 | 0.7019 |
| No log | 3.3404 | 314 | 0.6621 | 0.4277 | 0.6621 | 0.8137 |
| No log | 3.3617 | 316 | 0.7633 | 0.4397 | 0.7633 | 0.8737 |
| No log | 3.3830 | 318 | 0.7237 | 0.4458 | 0.7237 | 0.8507 |
| No log | 3.4043 | 320 | 0.5310 | 0.5282 | 0.5310 | 0.7287 |
| No log | 3.4255 | 322 | 0.4891 | 0.5612 | 0.4891 | 0.6993 |
| No log | 3.4468 | 324 | 0.4999 | 0.5802 | 0.4999 | 0.7071 |
| No log | 3.4681 | 326 | 0.4969 | 0.5844 | 0.4969 | 0.7049 |
| No log | 3.4894 | 328 | 0.6033 | 0.5116 | 0.6033 | 0.7767 |
| No log | 3.5106 | 330 | 0.6015 | 0.5191 | 0.6015 | 0.7756 |
| No log | 3.5319 | 332 | 0.6478 | 0.4842 | 0.6478 | 0.8048 |
| No log | 3.5532 | 334 | 0.7473 | 0.4734 | 0.7473 | 0.8645 |
| No log | 3.5745 | 336 | 0.6505 | 0.5095 | 0.6505 | 0.8065 |
| No log | 3.5957 | 338 | 0.4917 | 0.6033 | 0.4917 | 0.7012 |
| No log | 3.6170 | 340 | 0.4397 | 0.6405 | 0.4397 | 0.6631 |
| No log | 3.6383 | 342 | 0.5104 | 0.6129 | 0.5104 | 0.7144 |
| No log | 3.6596 | 344 | 0.4538 | 0.5835 | 0.4538 | 0.6737 |
| No log | 3.6809 | 346 | 0.4074 | 0.5997 | 0.4074 | 0.6383 |
| No log | 3.7021 | 348 | 0.4855 | 0.5143 | 0.4855 | 0.6968 |
| No log | 3.7234 | 350 | 0.4950 | 0.5060 | 0.4950 | 0.7035 |
| No log | 3.7447 | 352 | 0.4372 | 0.5271 | 0.4372 | 0.6612 |
| No log | 3.7660 | 354 | 0.4101 | 0.5182 | 0.4101 | 0.6404 |
| No log | 3.7872 | 356 | 0.3960 | 0.5802 | 0.3960 | 0.6293 |
| No log | 3.8085 | 358 | 0.4032 | 0.6059 | 0.4032 | 0.6350 |
| No log | 3.8298 | 360 | 0.4523 | 0.6038 | 0.4523 | 0.6726 |
| No log | 3.8511 | 362 | 0.5322 | 0.5951 | 0.5322 | 0.7295 |
| No log | 3.8723 | 364 | 0.6079 | 0.5672 | 0.6079 | 0.7797 |
| No log | 3.8936 | 366 | 0.6190 | 0.5762 | 0.6190 | 0.7868 |
| No log | 3.9149 | 368 | 0.5545 | 0.6175 | 0.5545 | 0.7447 |
| No log | 3.9362 | 370 | 0.5033 | 0.6617 | 0.5033 | 0.7094 |
| No log | 3.9574 | 372 | 0.4865 | 0.6634 | 0.4865 | 0.6975 |
| No log | 3.9787 | 374 | 0.4616 | 0.6412 | 0.4616 | 0.6794 |
| No log | 4.0 | 376 | 0.5284 | 0.5719 | 0.5284 | 0.7269 |
| No log | 4.0213 | 378 | 0.7054 | 0.4617 | 0.7054 | 0.8399 |
| No log | 4.0426 | 380 | 0.6816 | 0.4370 | 0.6816 | 0.8256 |
| No log | 4.0638 | 382 | 0.5327 | 0.5138 | 0.5327 | 0.7299 |
| No log | 4.0851 | 384 | 0.4413 | 0.5098 | 0.4413 | 0.6643 |
| No log | 4.1064 | 386 | 0.4464 | 0.5086 | 0.4464 | 0.6681 |
| No log | 4.1277 | 388 | 0.4877 | 0.4920 | 0.4877 | 0.6983 |
| No log | 4.1489 | 390 | 0.5479 | 0.5419 | 0.5479 | 0.7402 |
| No log | 4.1702 | 392 | 0.6256 | 0.5148 | 0.6256 | 0.7909 |
| No log | 4.1915 | 394 | 0.5829 | 0.5473 | 0.5829 | 0.7634 |
| No log | 4.2128 | 396 | 0.5039 | 0.5908 | 0.5039 | 0.7098 |
| No log | 4.2340 | 398 | 0.4430 | 0.6244 | 0.4430 | 0.6656 |
| No log | 4.2553 | 400 | 0.4384 | 0.5893 | 0.4384 | 0.6621 |
| No log | 4.2766 | 402 | 0.4798 | 0.6282 | 0.4798 | 0.6926 |
| No log | 4.2979 | 404 | 0.6080 | 0.5619 | 0.6080 | 0.7797 |
| No log | 4.3191 | 406 | 0.8779 | 0.4757 | 0.8779 | 0.9370 |
| No log | 4.3404 | 408 | 0.9805 | 0.4170 | 0.9805 | 0.9902 |
| No log | 4.3617 | 410 | 0.8192 | 0.4772 | 0.8192 | 0.9051 |
| No log | 4.3830 | 412 | 0.5234 | 0.5765 | 0.5234 | 0.7235 |
| No log | 4.4043 | 414 | 0.4243 | 0.5705 | 0.4243 | 0.6514 |
| No log | 4.4255 | 416 | 0.4023 | 0.5820 | 0.4023 | 0.6342 |
| No log | 4.4468 | 418 | 0.4303 | 0.5805 | 0.4303 | 0.6560 |
| No log | 4.4681 | 420 | 0.6369 | 0.4752 | 0.6369 | 0.7980 |
| No log | 4.4894 | 422 | 0.8783 | 0.4269 | 0.8783 | 0.9372 |
| No log | 4.5106 | 424 | 0.8713 | 0.4405 | 0.8713 | 0.9334 |
| No log | 4.5319 | 426 | 0.6701 | 0.5026 | 0.6701 | 0.8186 |
| No log | 4.5532 | 428 | 0.4708 | 0.5517 | 0.4708 | 0.6862 |
| No log | 4.5745 | 430 | 0.4308 | 0.5828 | 0.4308 | 0.6564 |
| No log | 4.5957 | 432 | 0.4775 | 0.5594 | 0.4775 | 0.6910 |
| No log | 4.6170 | 434 | 0.4384 | 0.5267 | 0.4384 | 0.6621 |
| No log | 4.6383 | 436 | 0.4269 | 0.5607 | 0.4269 | 0.6534 |
| No log | 4.6596 | 438 | 0.6101 | 0.5244 | 0.6101 | 0.7811 |
| No log | 4.6809 | 440 | 0.7866 | 0.4184 | 0.7866 | 0.8869 |
| No log | 4.7021 | 442 | 0.7681 | 0.3493 | 0.7681 | 0.8764 |
| No log | 4.7234 | 444 | 0.6368 | 0.4070 | 0.6368 | 0.7980 |
| No log | 4.7447 | 446 | 0.4926 | 0.5065 | 0.4926 | 0.7018 |
| No log | 4.7660 | 448 | 0.4014 | 0.5672 | 0.4014 | 0.6336 |
| No log | 4.7872 | 450 | 0.3868 | 0.5531 | 0.3868 | 0.6219 |
| No log | 4.8085 | 452 | 0.3940 | 0.5531 | 0.3940 | 0.6277 |
| No log | 4.8298 | 454 | 0.4808 | 0.5637 | 0.4808 | 0.6934 |
| No log | 4.8511 | 456 | 0.5819 | 0.5118 | 0.5819 | 0.7628 |
| No log | 4.8723 | 458 | 0.5335 | 0.5743 | 0.5335 | 0.7304 |
| No log | 4.8936 | 460 | 0.4318 | 0.5934 | 0.4318 | 0.6571 |
| No log | 4.9149 | 462 | 0.4209 | 0.6107 | 0.4209 | 0.6487 |
| No log | 4.9362 | 464 | 0.4238 | 0.6053 | 0.4238 | 0.6510 |
| No log | 4.9574 | 466 | 0.4825 | 0.6338 | 0.4825 | 0.6946 |
| No log | 4.9787 | 468 | 0.7147 | 0.5078 | 0.7147 | 0.8454 |
| No log | 5.0 | 470 | 0.8438 | 0.4504 | 0.8438 | 0.9186 |
| No log | 5.0213 | 472 | 0.8153 | 0.4586 | 0.8153 | 0.9029 |
| No log | 5.0426 | 474 | 0.6678 | 0.5154 | 0.6678 | 0.8172 |
| No log | 5.0638 | 476 | 0.4949 | 0.5737 | 0.4949 | 0.7035 |
| No log | 5.0851 | 478 | 0.4538 | 0.5781 | 0.4538 | 0.6736 |
| No log | 5.1064 | 480 | 0.4416 | 0.5986 | 0.4416 | 0.6645 |
| No log | 5.1277 | 482 | 0.4435 | 0.5829 | 0.4435 | 0.6659 |
| No log | 5.1489 | 484 | 0.5627 | 0.5130 | 0.5627 | 0.7501 |
| No log | 5.1702 | 486 | 0.7289 | 0.4602 | 0.7289 | 0.8538 |
| No log | 5.1915 | 488 | 0.7818 | 0.4394 | 0.7818 | 0.8842 |
| No log | 5.2128 | 490 | 0.6997 | 0.4367 | 0.6997 | 0.8365 |
| No log | 5.2340 | 492 | 0.5553 | 0.5007 | 0.5553 | 0.7452 |
| No log | 5.2553 | 494 | 0.4500 | 0.5215 | 0.4500 | 0.6708 |
| No log | 5.2766 | 496 | 0.4277 | 0.5318 | 0.4277 | 0.6540 |
| No log | 5.2979 | 498 | 0.4508 | 0.5637 | 0.4508 | 0.6714 |
| 0.4402 | 5.3191 | 500 | 0.5314 | 0.5257 | 0.5314 | 0.7290 |
| 0.4402 | 5.3404 | 502 | 0.5530 | 0.5709 | 0.5530 | 0.7436 |
| 0.4402 | 5.3617 | 504 | 0.5710 | 0.6039 | 0.5710 | 0.7556 |
| 0.4402 | 5.3830 | 506 | 0.6303 | 0.5860 | 0.6303 | 0.7939 |
| 0.4402 | 5.4043 | 508 | 0.6283 | 0.5707 | 0.6283 | 0.7927 |
| 0.4402 | 5.4255 | 510 | 0.5794 | 0.5932 | 0.5794 | 0.7612 |
| 0.4402 | 5.4468 | 512 | 0.5406 | 0.6033 | 0.5406 | 0.7352 |
| 0.4402 | 5.4681 | 514 | 0.5430 | 0.5901 | 0.5430 | 0.7369 |
| 0.4402 | 5.4894 | 516 | 0.6130 | 0.5576 | 0.6130 | 0.7830 |
| 0.4402 | 5.5106 | 518 | 0.6070 | 0.5518 | 0.6070 | 0.7791 |
| 0.4402 | 5.5319 | 520 | 0.7176 | 0.5103 | 0.7176 | 0.8471 |
| 0.4402 | 5.5532 | 522 | 0.6931 | 0.5012 | 0.6931 | 0.8325 |
| 0.4402 | 5.5745 | 524 | 0.5487 | 0.5424 | 0.5487 | 0.7407 |
| 0.4402 | 5.5957 | 526 | 0.4567 | 0.5435 | 0.4567 | 0.6758 |
| 0.4402 | 5.6170 | 528 | 0.4726 | 0.5204 | 0.4726 | 0.6875 |
| 0.4402 | 5.6383 | 530 | 0.4855 | 0.5201 | 0.4855 | 0.6968 |
| 0.4402 | 5.6596 | 532 | 0.5021 | 0.5320 | 0.5021 | 0.7086 |
| 0.4402 | 5.6809 | 534 | 0.4771 | 0.5489 | 0.4771 | 0.6907 |
| 0.4402 | 5.7021 | 536 | 0.4682 | 0.5806 | 0.4682 | 0.6843 |
| 0.4402 | 5.7234 | 538 | 0.4844 | 0.5954 | 0.4844 | 0.6960 |
| 0.4402 | 5.7447 | 540 | 0.5509 | 0.5795 | 0.5509 | 0.7422 |
| 0.4402 | 5.7660 | 542 | 0.5836 | 0.5748 | 0.5836 | 0.7639 |
| 0.4402 | 5.7872 | 544 | 0.6705 | 0.5374 | 0.6705 | 0.8188 |
| 0.4402 | 5.8085 | 546 | 0.7308 | 0.5101 | 0.7308 | 0.8549 |
| 0.4402 | 5.8298 | 548 | 0.6089 | 0.5354 | 0.6089 | 0.7803 |
| 0.4402 | 5.8511 | 550 | 0.4585 | 0.6003 | 0.4585 | 0.6771 |
| 0.4402 | 5.8723 | 552 | 0.4450 | 0.5825 | 0.4450 | 0.6671 |
| 0.4402 | 5.8936 | 554 | 0.4548 | 0.5876 | 0.4548 | 0.6744 |
| 0.4402 | 5.9149 | 556 | 0.4618 | 0.5884 | 0.4618 | 0.6795 |
| 0.4402 | 5.9362 | 558 | 0.4673 | 0.5898 | 0.4673 | 0.6836 |
| 0.4402 | 5.9574 | 560 | 0.4856 | 0.5840 | 0.4856 | 0.6969 |
| 0.4402 | 5.9787 | 562 | 0.5432 | 0.5892 | 0.5432 | 0.7370 |
| 0.4402 | 6.0 | 564 | 0.6044 | 0.5956 | 0.6044 | 0.7774 |
| 0.4402 | 6.0213 | 566 | 0.7294 | 0.5230 | 0.7294 | 0.8541 |
| 0.4402 | 6.0426 | 568 | 0.6378 | 0.5710 | 0.6378 | 0.7986 |
| 0.4402 | 6.0638 | 570 | 0.6031 | 0.5852 | 0.6031 | 0.7766 |
| 0.4402 | 6.0851 | 572 | 0.4769 | 0.6081 | 0.4769 | 0.6906 |
| 0.4402 | 6.1064 | 574 | 0.4419 | 0.6182 | 0.4419 | 0.6648 |
| 0.4402 | 6.1277 | 576 | 0.4405 | 0.6134 | 0.4405 | 0.6637 |
| 0.4402 | 6.1489 | 578 | 0.5125 | 0.6195 | 0.5125 | 0.7159 |
| 0.4402 | 6.1702 | 580 | 0.4727 | 0.6106 | 0.4727 | 0.6875 |
| 0.4402 | 6.1915 | 582 | 0.4274 | 0.6125 | 0.4274 | 0.6537 |
| 0.4402 | 6.2128 | 584 | 0.5026 | 0.6086 | 0.5026 | 0.7090 |
| 0.4402 | 6.2340 | 586 | 0.5671 | 0.5563 | 0.5671 | 0.7530 |
| 0.4402 | 6.2553 | 588 | 0.5278 | 0.5800 | 0.5278 | 0.7265 |
| 0.4402 | 6.2766 | 590 | 0.4501 | 0.6157 | 0.4501 | 0.6709 |
| 0.4402 | 6.2979 | 592 | 0.4122 | 0.6481 | 0.4122 | 0.6420 |
| 0.4402 | 6.3191 | 594 | 0.4184 | 0.6579 | 0.4184 | 0.6468 |
| 0.4402 | 6.3404 | 596 | 0.4323 | 0.6433 | 0.4323 | 0.6575 |
| 0.4402 | 6.3617 | 598 | 0.4527 | 0.6358 | 0.4527 | 0.6728 |
| 0.4402 | 6.3830 | 600 | 0.5514 | 0.6144 | 0.5514 | 0.7425 |
| 0.4402 | 6.4043 | 602 | 0.5380 | 0.5934 | 0.5380 | 0.7335 |
| 0.4402 | 6.4255 | 604 | 0.4467 | 0.5913 | 0.4467 | 0.6684 |
| 0.4402 | 6.4468 | 606 | 0.4022 | 0.5963 | 0.4022 | 0.6342 |
| 0.4402 | 6.4681 | 608 | 0.4262 | 0.5939 | 0.4262 | 0.6528 |
| 0.4402 | 6.4894 | 610 | 0.5106 | 0.5824 | 0.5106 | 0.7145 |
| 0.4402 | 6.5106 | 612 | 0.5076 | 0.6099 | 0.5076 | 0.7125 |
| 0.4402 | 6.5319 | 614 | 0.5231 | 0.6235 | 0.5231 | 0.7232 |
| 0.4402 | 6.5532 | 616 | 0.5407 | 0.6353 | 0.5407 | 0.7353 |
| 0.4402 | 6.5745 | 618 | 0.5100 | 0.5974 | 0.5100 | 0.7141 |
| 0.4402 | 6.5957 | 620 | 0.4905 | 0.5838 | 0.4905 | 0.7003 |
| 0.4402 | 6.6170 | 622 | 0.5667 | 0.5894 | 0.5667 | 0.7528 |
| 0.4402 | 6.6383 | 624 | 0.6786 | 0.5048 | 0.6786 | 0.8238 |
| 0.4402 | 6.6596 | 626 | 0.8218 | 0.4646 | 0.8218 | 0.9065 |
| 0.4402 | 6.6809 | 628 | 0.7795 | 0.4675 | 0.7795 | 0.8829 |
| 0.4402 | 6.7021 | 630 | 0.7263 | 0.4772 | 0.7263 | 0.8522 |
| 0.4402 | 6.7234 | 632 | 0.5880 | 0.5319 | 0.5880 | 0.7668 |
| 0.4402 | 6.7447 | 634 | 0.4783 | 0.5467 | 0.4783 | 0.6916 |
| 0.4402 | 6.7660 | 636 | 0.4452 | 0.5725 | 0.4452 | 0.6672 |
| 0.4402 | 6.7872 | 638 | 0.5046 | 0.5481 | 0.5046 | 0.7104 |
| 0.4402 | 6.8085 | 640 | 0.6583 | 0.5195 | 0.6583 | 0.8114 |
| 0.4402 | 6.8298 | 642 | 0.7906 | 0.4544 | 0.7906 | 0.8892 |
| 0.4402 | 6.8511 | 644 | 0.7493 | 0.4743 | 0.7493 | 0.8656 |
| 0.4402 | 6.8723 | 646 | 0.6186 | 0.5489 | 0.6186 | 0.7865 |
| 0.4402 | 6.8936 | 648 | 0.4977 | 0.5877 | 0.4977 | 0.7055 |
| 0.4402 | 6.9149 | 650 | 0.4545 | 0.5971 | 0.4545 | 0.6741 |
| 0.4402 | 6.9362 | 652 | 0.4540 | 0.5888 | 0.4540 | 0.6738 |
| 0.4402 | 6.9574 | 654 | 0.5151 | 0.5457 | 0.5151 | 0.7177 |
| 0.4402 | 6.9787 | 656 | 0.6449 | 0.4792 | 0.6449 | 0.8031 |
| 0.4402 | 7.0 | 658 | 0.7760 | 0.4594 | 0.7760 | 0.8809 |
| 0.4402 | 7.0213 | 660 | 0.7492 | 0.4664 | 0.7492 | 0.8655 |
| 0.4402 | 7.0426 | 662 | 0.5932 | 0.5335 | 0.5932 | 0.7702 |
| 0.4402 | 7.0638 | 664 | 0.5307 | 0.5602 | 0.5307 | 0.7285 |
| 0.4402 | 7.0851 | 666 | 0.6106 | 0.5579 | 0.6106 | 0.7814 |
| 0.4402 | 7.1064 | 668 | 0.7034 | 0.5510 | 0.7034 | 0.8387 |
| 0.4402 | 7.1277 | 670 | 0.7255 | 0.5401 | 0.7255 | 0.8517 |
| 0.4402 | 7.1489 | 672 | 0.5623 | 0.5665 | 0.5623 | 0.7499 |
| 0.4402 | 7.1702 | 674 | 0.4562 | 0.6516 | 0.4562 | 0.6754 |
| 0.4402 | 7.1915 | 676 | 0.4465 | 0.6154 | 0.4465 | 0.6682 |
| 0.4402 | 7.2128 | 678 | 0.5246 | 0.5244 | 0.5246 | 0.7243 |
| 0.4402 | 7.2340 | 680 | 0.6788 | 0.4973 | 0.6788 | 0.8239 |
| 0.4402 | 7.2553 | 682 | 0.6782 | 0.4938 | 0.6782 | 0.8236 |
| 0.4402 | 7.2766 | 684 | 0.5439 | 0.5324 | 0.5439 | 0.7375 |
| 0.4402 | 7.2979 | 686 | 0.4196 | 0.5860 | 0.4196 | 0.6478 |
| 0.4402 | 7.3191 | 688 | 0.4031 | 0.6030 | 0.4031 | 0.6349 |
| 0.4402 | 7.3404 | 690 | 0.4213 | 0.6224 | 0.4213 | 0.6491 |
| 0.4402 | 7.3617 | 692 | 0.4635 | 0.5798 | 0.4635 | 0.6808 |
| 0.4402 | 7.3830 | 694 | 0.5289 | 0.5394 | 0.5289 | 0.7272 |
| 0.4402 | 7.4043 | 696 | 0.5444 | 0.5523 | 0.5444 | 0.7378 |
| 0.4402 | 7.4255 | 698 | 0.5956 | 0.5591 | 0.5956 | 0.7718 |
| 0.4402 | 7.4468 | 700 | 0.5326 | 0.5559 | 0.5326 | 0.7298 |
| 0.4402 | 7.4681 | 702 | 0.5569 | 0.5679 | 0.5569 | 0.7463 |
| 0.4402 | 7.4894 | 704 | 0.5244 | 0.5763 | 0.5244 | 0.7242 |
| 0.4402 | 7.5106 | 706 | 0.4865 | 0.5874 | 0.4865 | 0.6975 |
| 0.4402 | 7.5319 | 708 | 0.4275 | 0.6278 | 0.4275 | 0.6538 |
| 0.4402 | 7.5532 | 710 | 0.4146 | 0.6361 | 0.4146 | 0.6439 |
| 0.4402 | 7.5745 | 712 | 0.4554 | 0.5908 | 0.4554 | 0.6748 |
| 0.4402 | 7.5957 | 714 | 0.5663 | 0.5422 | 0.5663 | 0.7526 |
| 0.4402 | 7.6170 | 716 | 0.6764 | 0.5177 | 0.6764 | 0.8225 |
| 0.4402 | 7.6383 | 718 | 0.6020 | 0.5446 | 0.6020 | 0.7759 |
| 0.4402 | 7.6596 | 720 | 0.5300 | 0.5330 | 0.5300 | 0.7280 |
| 0.4402 | 7.6809 | 722 | 0.4651 | 0.5490 | 0.4651 | 0.6820 |
| 0.4402 | 7.7021 | 724 | 0.4021 | 0.5669 | 0.4021 | 0.6341 |
| 0.4402 | 7.7234 | 726 | 0.4002 | 0.6023 | 0.4002 | 0.6326 |
| 0.4402 | 7.7447 | 728 | 0.4654 | 0.5674 | 0.4654 | 0.6822 |
| 0.4402 | 7.7660 | 730 | 0.6458 | 0.5577 | 0.6458 | 0.8036 |
| 0.4402 | 7.7872 | 732 | 0.7354 | 0.5416 | 0.7354 | 0.8576 |
| 0.4402 | 7.8085 | 734 | 0.7329 | 0.5472 | 0.7329 | 0.8561 |
| 0.4402 | 7.8298 | 736 | 0.5352 | 0.5843 | 0.5352 | 0.7316 |
| 0.4402 | 7.8511 | 738 | 0.4342 | 0.6139 | 0.4342 | 0.6589 |
| 0.4402 | 7.8723 | 740 | 0.4580 | 0.6106 | 0.4580 | 0.6767 |
| 0.4402 | 7.8936 | 742 | 0.5550 | 0.5974 | 0.5550 | 0.7450 |
| 0.4402 | 7.9149 | 744 | 0.7089 | 0.5537 | 0.7089 | 0.8420 |
| 0.4402 | 7.9362 | 746 | 0.8006 | 0.5147 | 0.8006 | 0.8948 |
| 0.4402 | 7.9574 | 748 | 0.7012 | 0.5355 | 0.7012 | 0.8374 |
| 0.4402 | 7.9787 | 750 | 0.5466 | 0.5908 | 0.5466 | 0.7393 |
| 0.4402 | 8.0 | 752 | 0.4704 | 0.5887 | 0.4704 | 0.6859 |
| 0.4402 | 8.0213 | 754 | 0.4814 | 0.5708 | 0.4814 | 0.6938 |
| 0.4402 | 8.0426 | 756 | 0.5221 | 0.5563 | 0.5221 | 0.7226 |
| 0.4402 | 8.0638 | 758 | 0.4868 | 0.5579 | 0.4868 | 0.6977 |
| 0.4402 | 8.0851 | 760 | 0.4513 | 0.6194 | 0.4513 | 0.6718 |
| 0.4402 | 8.1064 | 762 | 0.5033 | 0.5806 | 0.5033 | 0.7094 |
| 0.4402 | 8.1277 | 764 | 0.6365 | 0.5191 | 0.6365 | 0.7978 |
| 0.4402 | 8.1489 | 766 | 0.6766 | 0.5379 | 0.6766 | 0.8226 |
| 0.4402 | 8.1702 | 768 | 0.5978 | 0.5607 | 0.5978 | 0.7732 |
| 0.4402 | 8.1915 | 770 | 0.5223 | 0.6006 | 0.5223 | 0.7227 |
| 0.4402 | 8.2128 | 772 | 0.5313 | 0.5920 | 0.5313 | 0.7289 |
| 0.4402 | 8.2340 | 774 | 0.6068 | 0.5703 | 0.6068 | 0.7790 |
| 0.4402 | 8.2553 | 776 | 0.5520 | 0.5659 | 0.5520 | 0.7430 |
| 0.4402 | 8.2766 | 778 | 0.5526 | 0.5797 | 0.5526 | 0.7434 |
| 0.4402 | 8.2979 | 780 | 0.5685 | 0.5799 | 0.5685 | 0.7540 |
| 0.4402 | 8.3191 | 782 | 0.6417 | 0.5426 | 0.6417 | 0.8010 |
| 0.4402 | 8.3404 | 784 | 0.7893 | 0.5063 | 0.7893 | 0.8884 |
| 0.4402 | 8.3617 | 786 | 0.8075 | 0.4879 | 0.8075 | 0.8986 |
| 0.4402 | 8.3830 | 788 | 0.6980 | 0.5353 | 0.6980 | 0.8355 |
| 0.4402 | 8.4043 | 790 | 0.5059 | 0.5473 | 0.5059 | 0.7113 |
| 0.4402 | 8.4255 | 792 | 0.4354 | 0.5543 | 0.4354 | 0.6599 |
| 0.4402 | 8.4468 | 794 | 0.4356 | 0.5271 | 0.4356 | 0.6600 |
| 0.4402 | 8.4681 | 796 | 0.4525 | 0.5387 | 0.4525 | 0.6727 |
| 0.4402 | 8.4894 | 798 | 0.5282 | 0.5102 | 0.5282 | 0.7268 |
| 0.4402 | 8.5106 | 800 | 0.6946 | 0.4652 | 0.6946 | 0.8334 |
| 0.4402 | 8.5319 | 802 | 0.7039 | 0.4974 | 0.7039 | 0.8390 |
| 0.4402 | 8.5532 | 804 | 0.5716 | 0.5467 | 0.5716 | 0.7561 |
| 0.4402 | 8.5745 | 806 | 0.4948 | 0.6248 | 0.4948 | 0.7034 |
| 0.4402 | 8.5957 | 808 | 0.5159 | 0.6358 | 0.5159 | 0.7183 |
| 0.4402 | 8.6170 | 810 | 0.5656 | 0.5973 | 0.5656 | 0.7521 |
| 0.4402 | 8.6383 | 812 | 0.5609 | 0.5963 | 0.5609 | 0.7489 |
| 0.4402 | 8.6596 | 814 | 0.6025 | 0.5716 | 0.6025 | 0.7762 |
| 0.4402 | 8.6809 | 816 | 0.6675 | 0.5409 | 0.6675 | 0.8170 |
| 0.4402 | 8.7021 | 818 | 0.6718 | 0.5170 | 0.6718 | 0.8196 |
| 0.4402 | 8.7234 | 820 | 0.5828 | 0.5591 | 0.5828 | 0.7634 |
| 0.4402 | 8.7447 | 822 | 0.5345 | 0.5847 | 0.5345 | 0.7311 |
| 0.4402 | 8.7660 | 824 | 0.4530 | 0.6308 | 0.4530 | 0.6731 |
| 0.4402 | 8.7872 | 826 | 0.3837 | 0.6056 | 0.3837 | 0.6194 |
| 0.4402 | 8.8085 | 828 | 0.3804 | 0.6122 | 0.3804 | 0.6167 |
| 0.4402 | 8.8298 | 830 | 0.4130 | 0.5951 | 0.4130 | 0.6427 |
| 0.4402 | 8.8511 | 832 | 0.5233 | 0.5647 | 0.5233 | 0.7234 |
| 0.4402 | 8.8723 | 834 | 0.6722 | 0.5188 | 0.6722 | 0.8199 |
| 0.4402 | 8.8936 | 836 | 0.7026 | 0.5043 | 0.7026 | 0.8382 |
| 0.4402 | 8.9149 | 838 | 0.6313 | 0.5369 | 0.6313 | 0.7946 |
| 0.4402 | 8.9362 | 840 | 0.5887 | 0.5716 | 0.5887 | 0.7672 |
| 0.4402 | 8.9574 | 842 | 0.5764 | 0.5875 | 0.5764 | 0.7592 |
| 0.4402 | 8.9787 | 844 | 0.5492 | 0.6047 | 0.5492 | 0.7411 |
| 0.4402 | 9.0 | 846 | 0.5217 | 0.6139 | 0.5217 | 0.7223 |
| 0.4402 | 9.0213 | 848 | 0.5843 | 0.5960 | 0.5843 | 0.7644 |
| 0.4402 | 9.0426 | 850 | 0.6195 | 0.5544 | 0.6195 | 0.7871 |
| 0.4402 | 9.0638 | 852 | 0.5868 | 0.5734 | 0.5868 | 0.7660 |
| 0.4402 | 9.0851 | 854 | 0.5043 | 0.5836 | 0.5043 | 0.7102 |
| 0.4402 | 9.1064 | 856 | 0.4690 | 0.5943 | 0.4690 | 0.6848 |
| 0.4402 | 9.1277 | 858 | 0.4616 | 0.5790 | 0.4616 | 0.6794 |
| 0.4402 | 9.1489 | 860 | 0.4784 | 0.5731 | 0.4784 | 0.6917 |
| 0.4402 | 9.1702 | 862 | 0.5467 | 0.5535 | 0.5467 | 0.7394 |
| 0.4402 | 9.1915 | 864 | 0.6816 | 0.5068 | 0.6816 | 0.8256 |
| 0.4402 | 9.2128 | 866 | 0.6694 | 0.5072 | 0.6694 | 0.8182 |
| 0.4402 | 9.2340 | 868 | 0.5139 | 0.5911 | 0.5139 | 0.7169 |
| 0.4402 | 9.2553 | 870 | 0.3882 | 0.6427 | 0.3882 | 0.6231 |
| 0.4402 | 9.2766 | 872 | 0.3856 | 0.6205 | 0.3856 | 0.6209 |
| 0.4402 | 9.2979 | 874 | 0.3905 | 0.6229 | 0.3905 | 0.6249 |
| 0.4402 | 9.3191 | 876 | 0.4375 | 0.6103 | 0.4375 | 0.6615 |
| 0.4402 | 9.3404 | 878 | 0.5262 | 0.5628 | 0.5262 | 0.7254 |
| 0.4402 | 9.3617 | 880 | 0.6058 | 0.5243 | 0.6058 | 0.7783 |
| 0.4402 | 9.3830 | 882 | 0.6603 | 0.5157 | 0.6603 | 0.8126 |
| 0.4402 | 9.4043 | 884 | 0.5968 | 0.5277 | 0.5968 | 0.7725 |
| 0.4402 | 9.4255 | 886 | 0.4851 | 0.5771 | 0.4851 | 0.6965 |
| 0.4402 | 9.4468 | 888 | 0.4463 | 0.6314 | 0.4463 | 0.6681 |
| 0.4402 | 9.4681 | 890 | 0.4491 | 0.6335 | 0.4491 | 0.6702 |
| 0.4402 | 9.4894 | 892 | 0.4721 | 0.5978 | 0.4721 | 0.6871 |
| 0.4402 | 9.5106 | 894 | 0.5728 | 0.5632 | 0.5728 | 0.7568 |
| 0.4402 | 9.5319 | 896 | 0.7062 | 0.4976 | 0.7062 | 0.8404 |
| 0.4402 | 9.5532 | 898 | 0.8108 | 0.4850 | 0.8108 | 0.9004 |
| 0.4402 | 9.5745 | 900 | 0.7063 | 0.5516 | 0.7063 | 0.8404 |
| 0.4402 | 9.5957 | 902 | 0.5087 | 0.6134 | 0.5087 | 0.7132 |
| 0.4402 | 9.6170 | 904 | 0.4155 | 0.6157 | 0.4155 | 0.6446 |
| 0.4402 | 9.6383 | 906 | 0.4100 | 0.6433 | 0.4100 | 0.6403 |
| 0.4402 | 9.6596 | 908 | 0.4023 | 0.6165 | 0.4023 | 0.6343 |
| 0.4402 | 9.6809 | 910 | 0.4381 | 0.5924 | 0.4381 | 0.6619 |
| 0.4402 | 9.7021 | 912 | 0.5477 | 0.5579 | 0.5477 | 0.7401 |
| 0.4402 | 9.7234 | 914 | 0.5742 | 0.5624 | 0.5742 | 0.7578 |
| 0.4402 | 9.7447 | 916 | 0.5592 | 0.5634 | 0.5592 | 0.7478 |
| 0.4402 | 9.7660 | 918 | 0.5115 | 0.5896 | 0.5115 | 0.7152 |
| 0.4402 | 9.7872 | 920 | 0.4832 | 0.6204 | 0.4832 | 0.6952 |
| 0.4402 | 9.8085 | 922 | 0.4728 | 0.6202 | 0.4728 | 0.6876 |
| 0.4402 | 9.8298 | 924 | 0.5167 | 0.6177 | 0.5167 | 0.7188 |
| 0.4402 | 9.8511 | 926 | 0.5625 | 0.6053 | 0.5625 | 0.7500 |
| 0.4402 | 9.8723 | 928 | 0.6254 | 0.5808 | 0.6254 | 0.7908 |
| 0.4402 | 9.8936 | 930 | 0.6657 | 0.5375 | 0.6657 | 0.8159 |
| 0.4402 | 9.9149 | 932 | 0.6002 | 0.5400 | 0.6002 | 0.7747 |
| 0.4402 | 9.9362 | 934 | 0.5649 | 0.5541 | 0.5649 | 0.7516 |
| 0.4402 | 9.9574 | 936 | 0.5112 | 0.5729 | 0.5112 | 0.7150 |
| 0.4402 | 9.9787 | 938 | 0.4434 | 0.5777 | 0.4434 | 0.6659 |
| 0.4402 | 10.0 | 940 | 0.4201 | 0.5430 | 0.4201 | 0.6481 |
| 0.4402 | 10.0213 | 942 | 0.4224 | 0.5530 | 0.4224 | 0.6499 |
| 0.4402 | 10.0426 | 944 | 0.4679 | 0.5656 | 0.4679 | 0.6840 |
| 0.4402 | 10.0638 | 946 | 0.5333 | 0.5353 | 0.5333 | 0.7302 |
| 0.4402 | 10.0851 | 948 | 0.7041 | 0.5007 | 0.7041 | 0.8391 |
| 0.4402 | 10.1064 | 950 | 0.8107 | 0.4935 | 0.8107 | 0.9004 |
| 0.4402 | 10.1277 | 952 | 0.7682 | 0.5033 | 0.7682 | 0.8764 |
| 0.4402 | 10.1489 | 954 | 0.5770 | 0.5604 | 0.5770 | 0.7596 |
| 0.4402 | 10.1702 | 956 | 0.4458 | 0.5954 | 0.4458 | 0.6677 |
| 0.4402 | 10.1915 | 958 | 0.4160 | 0.6356 | 0.4160 | 0.6450 |
| 0.4402 | 10.2128 | 960 | 0.4164 | 0.6220 | 0.4164 | 0.6453 |
| 0.4402 | 10.2340 | 962 | 0.4777 | 0.6109 | 0.4777 | 0.6912 |
| 0.4402 | 10.2553 | 964 | 0.6592 | 0.5285 | 0.6592 | 0.8119 |
| 0.4402 | 10.2766 | 966 | 0.7633 | 0.5072 | 0.7633 | 0.8736 |
| 0.4402 | 10.2979 | 968 | 0.7026 | 0.5043 | 0.7026 | 0.8382 |
| 0.4402 | 10.3191 | 970 | 0.5533 | 0.5429 | 0.5533 | 0.7439 |
| 0.4402 | 10.3404 | 972 | 0.4338 | 0.5751 | 0.4338 | 0.6586 |
| 0.4402 | 10.3617 | 974 | 0.4081 | 0.5828 | 0.4081 | 0.6388 |
| 0.4402 | 10.3830 | 976 | 0.4163 | 0.5769 | 0.4163 | 0.6452 |
| 0.4402 | 10.4043 | 978 | 0.4081 | 0.6073 | 0.4081 | 0.6388 |
| 0.4402 | 10.4255 | 980 | 0.4385 | 0.6025 | 0.4385 | 0.6622 |
| 0.4402 | 10.4468 | 982 | 0.5392 | 0.5539 | 0.5392 | 0.7343 |
| 0.4402 | 10.4681 | 984 | 0.6389 | 0.5488 | 0.6389 | 0.7993 |
| 0.4402 | 10.4894 | 986 | 0.7049 | 0.4976 | 0.7049 | 0.8396 |
| 0.4402 | 10.5106 | 988 | 0.6352 | 0.5275 | 0.6352 | 0.7970 |
| 0.4402 | 10.5319 | 990 | 0.5323 | 0.5521 | 0.5323 | 0.7296 |
| 0.4402 | 10.5532 | 992 | 0.4492 | 0.5683 | 0.4492 | 0.6703 |
| 0.4402 | 10.5745 | 994 | 0.4566 | 0.5661 | 0.4566 | 0.6758 |
| 0.4402 | 10.5957 | 996 | 0.5413 | 0.5711 | 0.5413 | 0.7357 |
| 0.4402 | 10.6170 | 998 | 0.6071 | 0.5847 | 0.6071 | 0.7791 |
| 0.14 | 10.6383 | 1000 | 0.6162 | 0.6033 | 0.6162 | 0.7850 |
| 0.14 | 10.6596 | 1002 | 0.5734 | 0.5969 | 0.5734 | 0.7573 |
| 0.14 | 10.6809 | 1004 | 0.4931 | 0.6272 | 0.4931 | 0.7022 |
| 0.14 | 10.7021 | 1006 | 0.4526 | 0.6495 | 0.4526 | 0.6727 |
| 0.14 | 10.7234 | 1008 | 0.4495 | 0.6568 | 0.4495 | 0.6705 |
| 0.14 | 10.7447 | 1010 | 0.5047 | 0.6289 | 0.5047 | 0.7104 |
| 0.14 | 10.7660 | 1012 | 0.6086 | 0.5884 | 0.6086 | 0.7801 |
| 0.14 | 10.7872 | 1014 | 0.7153 | 0.5277 | 0.7153 | 0.8457 |
| 0.14 | 10.8085 | 1016 | 0.7215 | 0.5129 | 0.7215 | 0.8494 |
| 0.14 | 10.8298 | 1018 | 0.5777 | 0.5758 | 0.5777 | 0.7600 |
| 0.14 | 10.8511 | 1020 | 0.4684 | 0.5628 | 0.4684 | 0.6844 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
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