File size: 42,947 Bytes
029f8ac 064b0e4 029f8ac 064b0e4 029f8ac 064b0e4 029f8ac 064b0e4 029f8ac | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 | ---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_mechanics
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_TestTask1_mechanics
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: 0.5312
- Qwk: 0.5729
- Mse: 0.5312
- Rmse: 0.7289
## 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 | 3.8700 | 0.0028 | 3.8700 | 1.9672 |
| No log | 0.0426 | 4 | 2.8680 | 0.0513 | 2.8680 | 1.6935 |
| No log | 0.0638 | 6 | 1.4558 | 0.0449 | 1.4558 | 1.2066 |
| No log | 0.0851 | 8 | 0.8686 | 0.0616 | 0.8686 | 0.9320 |
| No log | 0.1064 | 10 | 0.7997 | -0.0595 | 0.7997 | 0.8943 |
| No log | 0.1277 | 12 | 0.7862 | 0.0204 | 0.7862 | 0.8867 |
| No log | 0.1489 | 14 | 0.8207 | 0.0719 | 0.8207 | 0.9059 |
| No log | 0.1702 | 16 | 0.7036 | 0.0953 | 0.7036 | 0.8388 |
| No log | 0.1915 | 18 | 0.5689 | 0.3818 | 0.5689 | 0.7543 |
| No log | 0.2128 | 20 | 0.5865 | 0.3662 | 0.5865 | 0.7658 |
| No log | 0.2340 | 22 | 0.7282 | 0.1723 | 0.7282 | 0.8533 |
| No log | 0.2553 | 24 | 0.7280 | 0.1709 | 0.7280 | 0.8532 |
| No log | 0.2766 | 26 | 0.5715 | 0.4113 | 0.5715 | 0.7560 |
| No log | 0.2979 | 28 | 0.5360 | 0.3704 | 0.5360 | 0.7321 |
| No log | 0.3191 | 30 | 0.5734 | 0.2888 | 0.5734 | 0.7572 |
| No log | 0.3404 | 32 | 0.5407 | 0.3643 | 0.5407 | 0.7353 |
| No log | 0.3617 | 34 | 0.5436 | 0.4929 | 0.5436 | 0.7373 |
| No log | 0.3830 | 36 | 0.5975 | 0.4743 | 0.5975 | 0.7730 |
| No log | 0.4043 | 38 | 0.5446 | 0.4763 | 0.5446 | 0.7380 |
| No log | 0.4255 | 40 | 0.5163 | 0.4280 | 0.5163 | 0.7186 |
| No log | 0.4468 | 42 | 0.5586 | 0.3838 | 0.5586 | 0.7474 |
| No log | 0.4681 | 44 | 0.6211 | 0.4799 | 0.6211 | 0.7881 |
| No log | 0.4894 | 46 | 0.6457 | 0.4387 | 0.6457 | 0.8036 |
| No log | 0.5106 | 48 | 0.6201 | 0.4552 | 0.6201 | 0.7875 |
| No log | 0.5319 | 50 | 0.5784 | 0.4187 | 0.5784 | 0.7606 |
| No log | 0.5532 | 52 | 0.5515 | 0.4529 | 0.5515 | 0.7426 |
| No log | 0.5745 | 54 | 0.6396 | 0.4462 | 0.6396 | 0.7998 |
| No log | 0.5957 | 56 | 0.6391 | 0.4365 | 0.6391 | 0.7995 |
| No log | 0.6170 | 58 | 0.5221 | 0.5205 | 0.5221 | 0.7226 |
| No log | 0.6383 | 60 | 0.5061 | 0.5714 | 0.5061 | 0.7114 |
| No log | 0.6596 | 62 | 0.5297 | 0.5483 | 0.5297 | 0.7278 |
| No log | 0.6809 | 64 | 0.5061 | 0.5259 | 0.5061 | 0.7114 |
| No log | 0.7021 | 66 | 0.4728 | 0.5375 | 0.4728 | 0.6876 |
| No log | 0.7234 | 68 | 0.4781 | 0.5243 | 0.4781 | 0.6914 |
| No log | 0.7447 | 70 | 0.5072 | 0.5386 | 0.5072 | 0.7122 |
| No log | 0.7660 | 72 | 0.5131 | 0.5689 | 0.5131 | 0.7163 |
| No log | 0.7872 | 74 | 0.5029 | 0.6064 | 0.5029 | 0.7092 |
| No log | 0.8085 | 76 | 0.5258 | 0.5959 | 0.5258 | 0.7251 |
| No log | 0.8298 | 78 | 0.4809 | 0.6145 | 0.4809 | 0.6934 |
| No log | 0.8511 | 80 | 0.4452 | 0.5912 | 0.4452 | 0.6672 |
| No log | 0.8723 | 82 | 0.4245 | 0.5476 | 0.4245 | 0.6515 |
| No log | 0.8936 | 84 | 0.4057 | 0.5568 | 0.4057 | 0.6369 |
| No log | 0.9149 | 86 | 0.5298 | 0.5298 | 0.5298 | 0.7279 |
| No log | 0.9362 | 88 | 0.6039 | 0.3664 | 0.6039 | 0.7771 |
| No log | 0.9574 | 90 | 0.5411 | 0.3691 | 0.5411 | 0.7356 |
| No log | 0.9787 | 92 | 0.4801 | 0.5109 | 0.4801 | 0.6929 |
| No log | 1.0 | 94 | 0.4527 | 0.5483 | 0.4527 | 0.6728 |
| No log | 1.0213 | 96 | 0.4583 | 0.6036 | 0.4583 | 0.6769 |
| No log | 1.0426 | 98 | 0.5408 | 0.6301 | 0.5408 | 0.7354 |
| No log | 1.0638 | 100 | 0.6468 | 0.5606 | 0.6468 | 0.8042 |
| No log | 1.0851 | 102 | 0.6733 | 0.5186 | 0.6733 | 0.8205 |
| No log | 1.1064 | 104 | 0.6040 | 0.5409 | 0.6040 | 0.7772 |
| No log | 1.1277 | 106 | 0.5035 | 0.5992 | 0.5035 | 0.7096 |
| No log | 1.1489 | 108 | 0.4188 | 0.5722 | 0.4188 | 0.6471 |
| No log | 1.1702 | 110 | 0.4322 | 0.5498 | 0.4322 | 0.6574 |
| No log | 1.1915 | 112 | 0.4021 | 0.5399 | 0.4021 | 0.6341 |
| No log | 1.2128 | 114 | 0.4442 | 0.5638 | 0.4442 | 0.6665 |
| No log | 1.2340 | 116 | 0.5092 | 0.6018 | 0.5092 | 0.7136 |
| No log | 1.2553 | 118 | 0.5305 | 0.6009 | 0.5305 | 0.7283 |
| No log | 1.2766 | 120 | 0.6057 | 0.5307 | 0.6057 | 0.7783 |
| No log | 1.2979 | 122 | 0.7061 | 0.4762 | 0.7061 | 0.8403 |
| No log | 1.3191 | 124 | 0.6258 | 0.5396 | 0.6258 | 0.7911 |
| No log | 1.3404 | 126 | 0.5065 | 0.6047 | 0.5065 | 0.7117 |
| No log | 1.3617 | 128 | 0.5102 | 0.6264 | 0.5102 | 0.7143 |
| No log | 1.3830 | 130 | 0.4641 | 0.6040 | 0.4641 | 0.6813 |
| No log | 1.4043 | 132 | 0.4818 | 0.5710 | 0.4818 | 0.6941 |
| No log | 1.4255 | 134 | 0.5189 | 0.4772 | 0.5189 | 0.7204 |
| No log | 1.4468 | 136 | 0.4753 | 0.4871 | 0.4753 | 0.6895 |
| No log | 1.4681 | 138 | 0.4092 | 0.5675 | 0.4092 | 0.6397 |
| No log | 1.4894 | 140 | 0.3927 | 0.5648 | 0.3927 | 0.6267 |
| No log | 1.5106 | 142 | 0.4128 | 0.6022 | 0.4128 | 0.6425 |
| No log | 1.5319 | 144 | 0.4721 | 0.6124 | 0.4721 | 0.6871 |
| No log | 1.5532 | 146 | 0.4917 | 0.6040 | 0.4917 | 0.7012 |
| No log | 1.5745 | 148 | 0.4826 | 0.5953 | 0.4826 | 0.6947 |
| No log | 1.5957 | 150 | 0.5328 | 0.5329 | 0.5328 | 0.7299 |
| No log | 1.6170 | 152 | 0.7210 | 0.4475 | 0.7210 | 0.8491 |
| No log | 1.6383 | 154 | 0.7185 | 0.4483 | 0.7185 | 0.8477 |
| No log | 1.6596 | 156 | 0.5535 | 0.4925 | 0.5535 | 0.7440 |
| No log | 1.6809 | 158 | 0.4588 | 0.5544 | 0.4588 | 0.6774 |
| No log | 1.7021 | 160 | 0.4985 | 0.5629 | 0.4985 | 0.7060 |
| No log | 1.7234 | 162 | 0.4585 | 0.5618 | 0.4585 | 0.6772 |
| No log | 1.7447 | 164 | 0.4568 | 0.5728 | 0.4568 | 0.6759 |
| No log | 1.7660 | 166 | 0.5404 | 0.5390 | 0.5404 | 0.7351 |
| No log | 1.7872 | 168 | 0.6462 | 0.4495 | 0.6462 | 0.8039 |
| No log | 1.8085 | 170 | 0.6222 | 0.4786 | 0.6222 | 0.7888 |
| No log | 1.8298 | 172 | 0.5634 | 0.5310 | 0.5634 | 0.7506 |
| No log | 1.8511 | 174 | 0.5554 | 0.5823 | 0.5554 | 0.7452 |
| No log | 1.8723 | 176 | 0.5401 | 0.5958 | 0.5401 | 0.7349 |
| No log | 1.8936 | 178 | 0.4968 | 0.5827 | 0.4968 | 0.7049 |
| No log | 1.9149 | 180 | 0.4595 | 0.5503 | 0.4595 | 0.6779 |
| No log | 1.9362 | 182 | 0.4541 | 0.5636 | 0.4541 | 0.6739 |
| No log | 1.9574 | 184 | 0.4311 | 0.6106 | 0.4311 | 0.6566 |
| No log | 1.9787 | 186 | 0.4532 | 0.6356 | 0.4532 | 0.6732 |
| No log | 2.0 | 188 | 0.4792 | 0.5911 | 0.4792 | 0.6922 |
| No log | 2.0213 | 190 | 0.4414 | 0.5990 | 0.4414 | 0.6644 |
| No log | 2.0426 | 192 | 0.3994 | 0.6234 | 0.3994 | 0.6320 |
| No log | 2.0638 | 194 | 0.4247 | 0.6183 | 0.4247 | 0.6517 |
| No log | 2.0851 | 196 | 0.4793 | 0.5597 | 0.4793 | 0.6923 |
| No log | 2.1064 | 198 | 0.4875 | 0.5814 | 0.4875 | 0.6982 |
| No log | 2.1277 | 200 | 0.4248 | 0.6382 | 0.4248 | 0.6518 |
| No log | 2.1489 | 202 | 0.4127 | 0.6517 | 0.4127 | 0.6424 |
| No log | 2.1702 | 204 | 0.4295 | 0.6290 | 0.4295 | 0.6554 |
| No log | 2.1915 | 206 | 0.4852 | 0.5945 | 0.4852 | 0.6965 |
| No log | 2.2128 | 208 | 0.5648 | 0.5461 | 0.5648 | 0.7516 |
| No log | 2.2340 | 210 | 0.6034 | 0.5571 | 0.6034 | 0.7768 |
| No log | 2.2553 | 212 | 0.5739 | 0.5631 | 0.5739 | 0.7576 |
| No log | 2.2766 | 214 | 0.4829 | 0.6245 | 0.4829 | 0.6949 |
| No log | 2.2979 | 216 | 0.4503 | 0.6487 | 0.4503 | 0.6710 |
| No log | 2.3191 | 218 | 0.4547 | 0.6407 | 0.4547 | 0.6743 |
| No log | 2.3404 | 220 | 0.4335 | 0.6495 | 0.4335 | 0.6584 |
| No log | 2.3617 | 222 | 0.4347 | 0.5619 | 0.4347 | 0.6593 |
| No log | 2.3830 | 224 | 0.4452 | 0.5337 | 0.4452 | 0.6672 |
| No log | 2.4043 | 226 | 0.4393 | 0.5465 | 0.4393 | 0.6628 |
| No log | 2.4255 | 228 | 0.4364 | 0.6271 | 0.4364 | 0.6606 |
| No log | 2.4468 | 230 | 0.4573 | 0.6617 | 0.4573 | 0.6762 |
| No log | 2.4681 | 232 | 0.5306 | 0.5647 | 0.5306 | 0.7284 |
| No log | 2.4894 | 234 | 0.5483 | 0.5544 | 0.5483 | 0.7405 |
| No log | 2.5106 | 236 | 0.5137 | 0.5890 | 0.5137 | 0.7167 |
| No log | 2.5319 | 238 | 0.4851 | 0.6637 | 0.4851 | 0.6965 |
| No log | 2.5532 | 240 | 0.4729 | 0.6675 | 0.4729 | 0.6877 |
| No log | 2.5745 | 242 | 0.5230 | 0.6381 | 0.5230 | 0.7232 |
| No log | 2.5957 | 244 | 0.4902 | 0.6443 | 0.4902 | 0.7001 |
| No log | 2.6170 | 246 | 0.4650 | 0.6457 | 0.4650 | 0.6819 |
| No log | 2.6383 | 248 | 0.4557 | 0.6471 | 0.4557 | 0.6751 |
| No log | 2.6596 | 250 | 0.4565 | 0.6478 | 0.4565 | 0.6756 |
| No log | 2.6809 | 252 | 0.4394 | 0.6072 | 0.4394 | 0.6628 |
| No log | 2.7021 | 254 | 0.4403 | 0.5730 | 0.4403 | 0.6635 |
| No log | 2.7234 | 256 | 0.4928 | 0.5787 | 0.4928 | 0.7020 |
| No log | 2.7447 | 258 | 0.5198 | 0.5909 | 0.5198 | 0.7210 |
| No log | 2.7660 | 260 | 0.6181 | 0.5315 | 0.6181 | 0.7862 |
| No log | 2.7872 | 262 | 0.6477 | 0.5018 | 0.6477 | 0.8048 |
| No log | 2.8085 | 264 | 0.6227 | 0.5084 | 0.6227 | 0.7891 |
| No log | 2.8298 | 266 | 0.6508 | 0.4942 | 0.6508 | 0.8067 |
| No log | 2.8511 | 268 | 0.5119 | 0.5928 | 0.5119 | 0.7155 |
| No log | 2.8723 | 270 | 0.4350 | 0.6412 | 0.4350 | 0.6596 |
| No log | 2.8936 | 272 | 0.4677 | 0.6420 | 0.4677 | 0.6839 |
| No log | 2.9149 | 274 | 0.4320 | 0.6624 | 0.4320 | 0.6573 |
| No log | 2.9362 | 276 | 0.4648 | 0.6020 | 0.4648 | 0.6818 |
| No log | 2.9574 | 278 | 0.6970 | 0.5286 | 0.6970 | 0.8349 |
| No log | 2.9787 | 280 | 1.0342 | 0.4346 | 1.0342 | 1.0170 |
| No log | 3.0 | 282 | 1.1894 | 0.4279 | 1.1894 | 1.0906 |
| No log | 3.0213 | 284 | 1.0722 | 0.4886 | 1.0722 | 1.0355 |
| No log | 3.0426 | 286 | 0.7646 | 0.5839 | 0.7646 | 0.8744 |
| No log | 3.0638 | 288 | 0.6410 | 0.6152 | 0.6410 | 0.8006 |
| No log | 3.0851 | 290 | 0.6924 | 0.5622 | 0.6924 | 0.8321 |
| No log | 3.1064 | 292 | 0.5807 | 0.5570 | 0.5807 | 0.7620 |
| No log | 3.1277 | 294 | 0.4183 | 0.5795 | 0.4183 | 0.6468 |
| No log | 3.1489 | 296 | 0.3919 | 0.5607 | 0.3919 | 0.6260 |
| No log | 3.1702 | 298 | 0.4948 | 0.5417 | 0.4948 | 0.7034 |
| No log | 3.1915 | 300 | 0.5599 | 0.4960 | 0.5599 | 0.7482 |
| No log | 3.2128 | 302 | 0.5366 | 0.5328 | 0.5366 | 0.7326 |
| No log | 3.2340 | 304 | 0.4491 | 0.5882 | 0.4491 | 0.6701 |
| No log | 3.2553 | 306 | 0.3867 | 0.6274 | 0.3867 | 0.6218 |
| No log | 3.2766 | 308 | 0.4168 | 0.6086 | 0.4168 | 0.6456 |
| No log | 3.2979 | 310 | 0.4436 | 0.5729 | 0.4436 | 0.6660 |
| No log | 3.3191 | 312 | 0.4187 | 0.6193 | 0.4187 | 0.6471 |
| No log | 3.3404 | 314 | 0.4010 | 0.6306 | 0.4010 | 0.6332 |
| No log | 3.3617 | 316 | 0.4654 | 0.6112 | 0.4654 | 0.6822 |
| No log | 3.3830 | 318 | 0.5424 | 0.5836 | 0.5424 | 0.7365 |
| No log | 3.4043 | 320 | 0.5139 | 0.5590 | 0.5139 | 0.7169 |
| No log | 3.4255 | 322 | 0.4222 | 0.6338 | 0.4222 | 0.6497 |
| No log | 3.4468 | 324 | 0.4124 | 0.6164 | 0.4124 | 0.6422 |
| No log | 3.4681 | 326 | 0.4405 | 0.5635 | 0.4405 | 0.6637 |
| No log | 3.4894 | 328 | 0.4401 | 0.5532 | 0.4401 | 0.6634 |
| No log | 3.5106 | 330 | 0.4222 | 0.5512 | 0.4222 | 0.6498 |
| No log | 3.5319 | 332 | 0.4252 | 0.5777 | 0.4252 | 0.6520 |
| No log | 3.5532 | 334 | 0.4582 | 0.5738 | 0.4582 | 0.6769 |
| No log | 3.5745 | 336 | 0.5439 | 0.5394 | 0.5439 | 0.7375 |
| No log | 3.5957 | 338 | 0.5894 | 0.5605 | 0.5894 | 0.7677 |
| No log | 3.6170 | 340 | 0.6210 | 0.5782 | 0.6210 | 0.7880 |
| No log | 3.6383 | 342 | 0.5611 | 0.5978 | 0.5611 | 0.7491 |
| No log | 3.6596 | 344 | 0.5331 | 0.5749 | 0.5331 | 0.7301 |
| No log | 3.6809 | 346 | 0.4597 | 0.5813 | 0.4597 | 0.6780 |
| No log | 3.7021 | 348 | 0.4551 | 0.5750 | 0.4551 | 0.6746 |
| No log | 3.7234 | 350 | 0.5070 | 0.5301 | 0.5070 | 0.7121 |
| No log | 3.7447 | 352 | 0.6439 | 0.4725 | 0.6439 | 0.8025 |
| No log | 3.7660 | 354 | 0.6654 | 0.5466 | 0.6654 | 0.8157 |
| No log | 3.7872 | 356 | 0.5995 | 0.5650 | 0.5995 | 0.7743 |
| No log | 3.8085 | 358 | 0.5218 | 0.6410 | 0.5218 | 0.7223 |
| No log | 3.8298 | 360 | 0.5147 | 0.5877 | 0.5147 | 0.7174 |
| No log | 3.8511 | 362 | 0.5181 | 0.5816 | 0.5181 | 0.7198 |
| No log | 3.8723 | 364 | 0.4887 | 0.5957 | 0.4887 | 0.6991 |
| No log | 3.8936 | 366 | 0.4936 | 0.6376 | 0.4936 | 0.7026 |
| No log | 3.9149 | 368 | 0.6341 | 0.5426 | 0.6341 | 0.7963 |
| No log | 3.9362 | 370 | 0.8922 | 0.4388 | 0.8922 | 0.9446 |
| No log | 3.9574 | 372 | 0.9361 | 0.4305 | 0.9361 | 0.9675 |
| No log | 3.9787 | 374 | 0.7767 | 0.4754 | 0.7767 | 0.8813 |
| No log | 4.0 | 376 | 0.5546 | 0.5944 | 0.5546 | 0.7447 |
| No log | 4.0213 | 378 | 0.4455 | 0.6364 | 0.4455 | 0.6675 |
| No log | 4.0426 | 380 | 0.4432 | 0.6492 | 0.4432 | 0.6657 |
| No log | 4.0638 | 382 | 0.4394 | 0.6328 | 0.4394 | 0.6629 |
| No log | 4.0851 | 384 | 0.5231 | 0.6165 | 0.5231 | 0.7232 |
| No log | 4.1064 | 386 | 0.6408 | 0.5510 | 0.6408 | 0.8005 |
| No log | 4.1277 | 388 | 0.5963 | 0.5326 | 0.5963 | 0.7722 |
| No log | 4.1489 | 390 | 0.5256 | 0.5535 | 0.5256 | 0.7250 |
| No log | 4.1702 | 392 | 0.4583 | 0.5754 | 0.4583 | 0.6770 |
| No log | 4.1915 | 394 | 0.4551 | 0.5588 | 0.4551 | 0.6746 |
| No log | 4.2128 | 396 | 0.4799 | 0.5825 | 0.4799 | 0.6928 |
| No log | 4.2340 | 398 | 0.5024 | 0.5946 | 0.5024 | 0.7088 |
| No log | 4.2553 | 400 | 0.5062 | 0.5914 | 0.5062 | 0.7115 |
| No log | 4.2766 | 402 | 0.5571 | 0.5944 | 0.5571 | 0.7464 |
| No log | 4.2979 | 404 | 0.6416 | 0.5790 | 0.6416 | 0.8010 |
| No log | 4.3191 | 406 | 0.6272 | 0.5863 | 0.6272 | 0.7920 |
| No log | 4.3404 | 408 | 0.5662 | 0.6118 | 0.5662 | 0.7525 |
| No log | 4.3617 | 410 | 0.5217 | 0.6317 | 0.5217 | 0.7223 |
| No log | 4.3830 | 412 | 0.5046 | 0.6526 | 0.5046 | 0.7103 |
| No log | 4.4043 | 414 | 0.4533 | 0.6510 | 0.4533 | 0.6733 |
| No log | 4.4255 | 416 | 0.4523 | 0.6337 | 0.4523 | 0.6725 |
| No log | 4.4468 | 418 | 0.5092 | 0.6052 | 0.5092 | 0.7136 |
| No log | 4.4681 | 420 | 0.5761 | 0.5872 | 0.5761 | 0.7590 |
| No log | 4.4894 | 422 | 0.5414 | 0.5930 | 0.5414 | 0.7358 |
| No log | 4.5106 | 424 | 0.4877 | 0.6322 | 0.4877 | 0.6983 |
| No log | 4.5319 | 426 | 0.4545 | 0.6283 | 0.4545 | 0.6741 |
| No log | 4.5532 | 428 | 0.4798 | 0.6225 | 0.4798 | 0.6927 |
| No log | 4.5745 | 430 | 0.5065 | 0.6412 | 0.5065 | 0.7117 |
| No log | 4.5957 | 432 | 0.5108 | 0.6217 | 0.5108 | 0.7147 |
| No log | 4.6170 | 434 | 0.5003 | 0.6065 | 0.5003 | 0.7073 |
| No log | 4.6383 | 436 | 0.4485 | 0.6146 | 0.4485 | 0.6697 |
| No log | 4.6596 | 438 | 0.4106 | 0.6000 | 0.4106 | 0.6408 |
| No log | 4.6809 | 440 | 0.3994 | 0.6045 | 0.3994 | 0.6320 |
| No log | 4.7021 | 442 | 0.4640 | 0.6210 | 0.4640 | 0.6811 |
| No log | 4.7234 | 444 | 0.6359 | 0.5608 | 0.6359 | 0.7974 |
| No log | 4.7447 | 446 | 0.6400 | 0.5681 | 0.6400 | 0.8000 |
| No log | 4.7660 | 448 | 0.5044 | 0.6469 | 0.5044 | 0.7102 |
| No log | 4.7872 | 450 | 0.4811 | 0.6529 | 0.4811 | 0.6936 |
| No log | 4.8085 | 452 | 0.4944 | 0.6287 | 0.4944 | 0.7031 |
| No log | 4.8298 | 454 | 0.4971 | 0.6507 | 0.4971 | 0.7050 |
| No log | 4.8511 | 456 | 0.5233 | 0.6160 | 0.5233 | 0.7234 |
| No log | 4.8723 | 458 | 0.5393 | 0.5890 | 0.5393 | 0.7344 |
| No log | 4.8936 | 460 | 0.5381 | 0.5635 | 0.5381 | 0.7335 |
| No log | 4.9149 | 462 | 0.5663 | 0.5737 | 0.5663 | 0.7525 |
| No log | 4.9362 | 464 | 0.5866 | 0.5785 | 0.5866 | 0.7659 |
| No log | 4.9574 | 466 | 0.6151 | 0.5931 | 0.6151 | 0.7843 |
| No log | 4.9787 | 468 | 0.5690 | 0.5924 | 0.5690 | 0.7543 |
| No log | 5.0 | 470 | 0.5576 | 0.5935 | 0.5576 | 0.7468 |
| No log | 5.0213 | 472 | 0.5523 | 0.6044 | 0.5523 | 0.7432 |
| No log | 5.0426 | 474 | 0.6575 | 0.5839 | 0.6575 | 0.8108 |
| No log | 5.0638 | 476 | 0.6823 | 0.5581 | 0.6823 | 0.8260 |
| No log | 5.0851 | 478 | 0.6547 | 0.5462 | 0.6547 | 0.8092 |
| No log | 5.1064 | 480 | 0.5455 | 0.5900 | 0.5455 | 0.7386 |
| No log | 5.1277 | 482 | 0.5264 | 0.5911 | 0.5264 | 0.7255 |
| No log | 5.1489 | 484 | 0.4927 | 0.6215 | 0.4927 | 0.7019 |
| No log | 5.1702 | 486 | 0.4870 | 0.6380 | 0.4870 | 0.6979 |
| No log | 5.1915 | 488 | 0.4751 | 0.6543 | 0.4751 | 0.6893 |
| No log | 5.2128 | 490 | 0.4543 | 0.6647 | 0.4543 | 0.6740 |
| No log | 5.2340 | 492 | 0.4366 | 0.6454 | 0.4366 | 0.6608 |
| No log | 5.2553 | 494 | 0.4606 | 0.6286 | 0.4606 | 0.6786 |
| No log | 5.2766 | 496 | 0.6149 | 0.5481 | 0.6149 | 0.7842 |
| No log | 5.2979 | 498 | 0.7406 | 0.5233 | 0.7406 | 0.8606 |
| 0.4903 | 5.3191 | 500 | 0.6165 | 0.5439 | 0.6165 | 0.7852 |
| 0.4903 | 5.3404 | 502 | 0.4787 | 0.6319 | 0.4787 | 0.6919 |
| 0.4903 | 5.3617 | 504 | 0.4835 | 0.6025 | 0.4835 | 0.6953 |
| 0.4903 | 5.3830 | 506 | 0.5211 | 0.5982 | 0.5211 | 0.7219 |
| 0.4903 | 5.4043 | 508 | 0.5235 | 0.5894 | 0.5235 | 0.7235 |
| 0.4903 | 5.4255 | 510 | 0.5560 | 0.6138 | 0.5560 | 0.7456 |
| 0.4903 | 5.4468 | 512 | 0.5247 | 0.6276 | 0.5247 | 0.7244 |
| 0.4903 | 5.4681 | 514 | 0.6057 | 0.6063 | 0.6057 | 0.7783 |
| 0.4903 | 5.4894 | 516 | 0.7467 | 0.5309 | 0.7467 | 0.8641 |
| 0.4903 | 5.5106 | 518 | 0.6866 | 0.5457 | 0.6866 | 0.8286 |
| 0.4903 | 5.5319 | 520 | 0.5107 | 0.6471 | 0.5107 | 0.7146 |
| 0.4903 | 5.5532 | 522 | 0.4700 | 0.6359 | 0.4700 | 0.6855 |
| 0.4903 | 5.5745 | 524 | 0.5332 | 0.5403 | 0.5332 | 0.7302 |
| 0.4903 | 5.5957 | 526 | 0.4766 | 0.5762 | 0.4766 | 0.6904 |
| 0.4903 | 5.6170 | 528 | 0.4056 | 0.6562 | 0.4056 | 0.6369 |
| 0.4903 | 5.6383 | 530 | 0.4921 | 0.5498 | 0.4921 | 0.7015 |
| 0.4903 | 5.6596 | 532 | 0.6264 | 0.5028 | 0.6264 | 0.7915 |
| 0.4903 | 5.6809 | 534 | 0.6691 | 0.5272 | 0.6691 | 0.8180 |
| 0.4903 | 5.7021 | 536 | 0.6030 | 0.5592 | 0.6030 | 0.7765 |
| 0.4903 | 5.7234 | 538 | 0.5649 | 0.6073 | 0.5649 | 0.7516 |
| 0.4903 | 5.7447 | 540 | 0.5381 | 0.6352 | 0.5381 | 0.7336 |
| 0.4903 | 5.7660 | 542 | 0.5141 | 0.6348 | 0.5141 | 0.7170 |
| 0.4903 | 5.7872 | 544 | 0.5405 | 0.6020 | 0.5405 | 0.7352 |
| 0.4903 | 5.8085 | 546 | 0.6011 | 0.5280 | 0.6011 | 0.7753 |
| 0.4903 | 5.8298 | 548 | 0.6113 | 0.5216 | 0.6113 | 0.7819 |
| 0.4903 | 5.8511 | 550 | 0.5821 | 0.5382 | 0.5821 | 0.7630 |
| 0.4903 | 5.8723 | 552 | 0.5400 | 0.5812 | 0.5400 | 0.7348 |
| 0.4903 | 5.8936 | 554 | 0.5433 | 0.6181 | 0.5433 | 0.7371 |
| 0.4903 | 5.9149 | 556 | 0.5163 | 0.6199 | 0.5163 | 0.7185 |
| 0.4903 | 5.9362 | 558 | 0.4911 | 0.6111 | 0.4911 | 0.7008 |
| 0.4903 | 5.9574 | 560 | 0.4706 | 0.6137 | 0.4706 | 0.6860 |
| 0.4903 | 5.9787 | 562 | 0.4975 | 0.5800 | 0.4975 | 0.7054 |
| 0.4903 | 6.0 | 564 | 0.5457 | 0.5675 | 0.5457 | 0.7387 |
| 0.4903 | 6.0213 | 566 | 0.5559 | 0.5976 | 0.5559 | 0.7456 |
| 0.4903 | 6.0426 | 568 | 0.5575 | 0.6351 | 0.5575 | 0.7466 |
| 0.4903 | 6.0638 | 570 | 0.5470 | 0.6322 | 0.5470 | 0.7396 |
| 0.4903 | 6.0851 | 572 | 0.5906 | 0.6165 | 0.5906 | 0.7685 |
| 0.4903 | 6.1064 | 574 | 0.7929 | 0.5505 | 0.7929 | 0.8905 |
| 0.4903 | 6.1277 | 576 | 0.8709 | 0.5338 | 0.8709 | 0.9332 |
| 0.4903 | 6.1489 | 578 | 0.7076 | 0.5431 | 0.7076 | 0.8412 |
| 0.4903 | 6.1702 | 580 | 0.4582 | 0.5815 | 0.4582 | 0.6769 |
| 0.4903 | 6.1915 | 582 | 0.3959 | 0.6125 | 0.3959 | 0.6292 |
| 0.4903 | 6.2128 | 584 | 0.3931 | 0.6071 | 0.3931 | 0.6270 |
| 0.4903 | 6.2340 | 586 | 0.4199 | 0.6174 | 0.4199 | 0.6480 |
| 0.4903 | 6.2553 | 588 | 0.5747 | 0.5720 | 0.5747 | 0.7581 |
| 0.4903 | 6.2766 | 590 | 0.6031 | 0.5690 | 0.6031 | 0.7766 |
| 0.4903 | 6.2979 | 592 | 0.5201 | 0.6259 | 0.5201 | 0.7212 |
| 0.4903 | 6.3191 | 594 | 0.5171 | 0.6402 | 0.5171 | 0.7191 |
| 0.4903 | 6.3404 | 596 | 0.5276 | 0.6631 | 0.5276 | 0.7263 |
| 0.4903 | 6.3617 | 598 | 0.5320 | 0.6181 | 0.5320 | 0.7294 |
| 0.4903 | 6.3830 | 600 | 0.5332 | 0.6081 | 0.5332 | 0.7302 |
| 0.4903 | 6.4043 | 602 | 0.5423 | 0.6053 | 0.5423 | 0.7364 |
| 0.4903 | 6.4255 | 604 | 0.5780 | 0.5390 | 0.5780 | 0.7603 |
| 0.4903 | 6.4468 | 606 | 0.5773 | 0.5425 | 0.5773 | 0.7598 |
| 0.4903 | 6.4681 | 608 | 0.5121 | 0.6100 | 0.5121 | 0.7156 |
| 0.4903 | 6.4894 | 610 | 0.4438 | 0.6129 | 0.4438 | 0.6662 |
| 0.4903 | 6.5106 | 612 | 0.4185 | 0.5819 | 0.4185 | 0.6469 |
| 0.4903 | 6.5319 | 614 | 0.4218 | 0.5631 | 0.4218 | 0.6494 |
| 0.4903 | 6.5532 | 616 | 0.4526 | 0.5707 | 0.4526 | 0.6728 |
| 0.4903 | 6.5745 | 618 | 0.5468 | 0.5461 | 0.5468 | 0.7394 |
| 0.4903 | 6.5957 | 620 | 0.6527 | 0.5653 | 0.6527 | 0.8079 |
| 0.4903 | 6.6170 | 622 | 0.6445 | 0.5885 | 0.6445 | 0.8028 |
| 0.4903 | 6.6383 | 624 | 0.6446 | 0.5955 | 0.6446 | 0.8029 |
| 0.4903 | 6.6596 | 626 | 0.7383 | 0.5771 | 0.7383 | 0.8592 |
| 0.4903 | 6.6809 | 628 | 0.6800 | 0.5796 | 0.6800 | 0.8246 |
| 0.4903 | 6.7021 | 630 | 0.5833 | 0.6589 | 0.5833 | 0.7637 |
| 0.4903 | 6.7234 | 632 | 0.6543 | 0.5825 | 0.6543 | 0.8089 |
| 0.4903 | 6.7447 | 634 | 0.6764 | 0.5294 | 0.6764 | 0.8224 |
| 0.4903 | 6.7660 | 636 | 0.5300 | 0.5854 | 0.5300 | 0.7280 |
| 0.4903 | 6.7872 | 638 | 0.4079 | 0.6443 | 0.4079 | 0.6387 |
| 0.4903 | 6.8085 | 640 | 0.4033 | 0.6308 | 0.4033 | 0.6351 |
| 0.4903 | 6.8298 | 642 | 0.3983 | 0.6257 | 0.3983 | 0.6311 |
| 0.4903 | 6.8511 | 644 | 0.4286 | 0.6621 | 0.4286 | 0.6547 |
| 0.4903 | 6.8723 | 646 | 0.5300 | 0.6085 | 0.5300 | 0.7280 |
| 0.4903 | 6.8936 | 648 | 0.5967 | 0.5929 | 0.5967 | 0.7724 |
| 0.4903 | 6.9149 | 650 | 0.5728 | 0.6206 | 0.5728 | 0.7568 |
| 0.4903 | 6.9362 | 652 | 0.4936 | 0.6446 | 0.4936 | 0.7026 |
| 0.4903 | 6.9574 | 654 | 0.4745 | 0.6370 | 0.4745 | 0.6889 |
| 0.4903 | 6.9787 | 656 | 0.5107 | 0.6166 | 0.5107 | 0.7146 |
| 0.4903 | 7.0 | 658 | 0.5198 | 0.6169 | 0.5198 | 0.7210 |
| 0.4903 | 7.0213 | 660 | 0.4914 | 0.6335 | 0.4914 | 0.7010 |
| 0.4903 | 7.0426 | 662 | 0.4972 | 0.6487 | 0.4972 | 0.7051 |
| 0.4903 | 7.0638 | 664 | 0.5387 | 0.6481 | 0.5387 | 0.7339 |
| 0.4903 | 7.0851 | 666 | 0.5985 | 0.6150 | 0.5985 | 0.7736 |
| 0.4903 | 7.1064 | 668 | 0.6087 | 0.5891 | 0.6087 | 0.7802 |
| 0.4903 | 7.1277 | 670 | 0.5557 | 0.5976 | 0.5557 | 0.7455 |
| 0.4903 | 7.1489 | 672 | 0.5196 | 0.5908 | 0.5196 | 0.7209 |
| 0.4903 | 7.1702 | 674 | 0.4477 | 0.6508 | 0.4477 | 0.6691 |
| 0.4903 | 7.1915 | 676 | 0.4425 | 0.6496 | 0.4425 | 0.6652 |
| 0.4903 | 7.2128 | 678 | 0.4457 | 0.6546 | 0.4457 | 0.6676 |
| 0.4903 | 7.2340 | 680 | 0.4727 | 0.6286 | 0.4727 | 0.6875 |
| 0.4903 | 7.2553 | 682 | 0.5019 | 0.6064 | 0.5019 | 0.7084 |
| 0.4903 | 7.2766 | 684 | 0.5237 | 0.6000 | 0.5237 | 0.7237 |
| 0.4903 | 7.2979 | 686 | 0.4921 | 0.6104 | 0.4921 | 0.7015 |
| 0.4903 | 7.3191 | 688 | 0.4999 | 0.5945 | 0.4999 | 0.7070 |
| 0.4903 | 7.3404 | 690 | 0.4609 | 0.6183 | 0.4609 | 0.6789 |
| 0.4903 | 7.3617 | 692 | 0.4572 | 0.6137 | 0.4572 | 0.6762 |
| 0.4903 | 7.3830 | 694 | 0.4517 | 0.6258 | 0.4517 | 0.6721 |
| 0.4903 | 7.4043 | 696 | 0.4581 | 0.6108 | 0.4581 | 0.6768 |
| 0.4903 | 7.4255 | 698 | 0.4400 | 0.6464 | 0.4400 | 0.6633 |
| 0.4903 | 7.4468 | 700 | 0.4856 | 0.6336 | 0.4856 | 0.6969 |
| 0.4903 | 7.4681 | 702 | 0.5159 | 0.6337 | 0.5159 | 0.7182 |
| 0.4903 | 7.4894 | 704 | 0.5497 | 0.6341 | 0.5497 | 0.7414 |
| 0.4903 | 7.5106 | 706 | 0.5748 | 0.6301 | 0.5748 | 0.7581 |
| 0.4903 | 7.5319 | 708 | 0.5131 | 0.6284 | 0.5131 | 0.7163 |
| 0.4903 | 7.5532 | 710 | 0.5564 | 0.6084 | 0.5564 | 0.7459 |
| 0.4903 | 7.5745 | 712 | 0.6186 | 0.5938 | 0.6186 | 0.7865 |
| 0.4903 | 7.5957 | 714 | 0.5828 | 0.5937 | 0.5828 | 0.7634 |
| 0.4903 | 7.6170 | 716 | 0.5826 | 0.5930 | 0.5826 | 0.7633 |
| 0.4903 | 7.6383 | 718 | 0.5041 | 0.6297 | 0.5041 | 0.7100 |
| 0.4903 | 7.6596 | 720 | 0.5969 | 0.5705 | 0.5969 | 0.7726 |
| 0.4903 | 7.6809 | 722 | 0.7622 | 0.5400 | 0.7622 | 0.8730 |
| 0.4903 | 7.7021 | 724 | 0.7441 | 0.5490 | 0.7441 | 0.8626 |
| 0.4903 | 7.7234 | 726 | 0.5513 | 0.6237 | 0.5513 | 0.7425 |
| 0.4903 | 7.7447 | 728 | 0.4418 | 0.6372 | 0.4418 | 0.6647 |
| 0.4903 | 7.7660 | 730 | 0.4712 | 0.5939 | 0.4712 | 0.6864 |
| 0.4903 | 7.7872 | 732 | 0.4409 | 0.6186 | 0.4409 | 0.6640 |
| 0.4903 | 7.8085 | 734 | 0.4573 | 0.6277 | 0.4573 | 0.6763 |
| 0.4903 | 7.8298 | 736 | 0.5263 | 0.6211 | 0.5263 | 0.7254 |
| 0.4903 | 7.8511 | 738 | 0.5376 | 0.6063 | 0.5376 | 0.7332 |
| 0.4903 | 7.8723 | 740 | 0.4989 | 0.6231 | 0.4989 | 0.7063 |
| 0.4903 | 7.8936 | 742 | 0.4419 | 0.6320 | 0.4419 | 0.6647 |
| 0.4903 | 7.9149 | 744 | 0.4350 | 0.6500 | 0.4350 | 0.6595 |
| 0.4903 | 7.9362 | 746 | 0.4330 | 0.6725 | 0.4330 | 0.6580 |
| 0.4903 | 7.9574 | 748 | 0.4651 | 0.6662 | 0.4651 | 0.6820 |
| 0.4903 | 7.9787 | 750 | 0.5595 | 0.6037 | 0.5595 | 0.7480 |
| 0.4903 | 8.0 | 752 | 0.6944 | 0.5845 | 0.6944 | 0.8333 |
| 0.4903 | 8.0213 | 754 | 0.7048 | 0.5904 | 0.7048 | 0.8396 |
| 0.4903 | 8.0426 | 756 | 0.5956 | 0.6106 | 0.5956 | 0.7717 |
| 0.4903 | 8.0638 | 758 | 0.5244 | 0.6324 | 0.5244 | 0.7242 |
| 0.4903 | 8.0851 | 760 | 0.5033 | 0.6282 | 0.5033 | 0.7094 |
| 0.4903 | 8.1064 | 762 | 0.4860 | 0.6383 | 0.4860 | 0.6972 |
| 0.4903 | 8.1277 | 764 | 0.5426 | 0.6188 | 0.5426 | 0.7366 |
| 0.4903 | 8.1489 | 766 | 0.6312 | 0.5751 | 0.6312 | 0.7945 |
| 0.4903 | 8.1702 | 768 | 0.5948 | 0.5983 | 0.5948 | 0.7712 |
| 0.4903 | 8.1915 | 770 | 0.5054 | 0.6136 | 0.5054 | 0.7109 |
| 0.4903 | 8.2128 | 772 | 0.4580 | 0.6038 | 0.4580 | 0.6768 |
| 0.4903 | 8.2340 | 774 | 0.4705 | 0.6148 | 0.4705 | 0.6859 |
| 0.4903 | 8.2553 | 776 | 0.5105 | 0.6252 | 0.5105 | 0.7145 |
| 0.4903 | 8.2766 | 778 | 0.6202 | 0.6133 | 0.6202 | 0.7875 |
| 0.4903 | 8.2979 | 780 | 0.6445 | 0.5978 | 0.6445 | 0.8028 |
| 0.4903 | 8.3191 | 782 | 0.5443 | 0.6268 | 0.5443 | 0.7378 |
| 0.4903 | 8.3404 | 784 | 0.5007 | 0.6070 | 0.5007 | 0.7076 |
| 0.4903 | 8.3617 | 786 | 0.4914 | 0.6315 | 0.4914 | 0.7010 |
| 0.4903 | 8.3830 | 788 | 0.5560 | 0.5926 | 0.5560 | 0.7457 |
| 0.4903 | 8.4043 | 790 | 0.6438 | 0.5837 | 0.6438 | 0.8024 |
| 0.4903 | 8.4255 | 792 | 0.5899 | 0.5927 | 0.5899 | 0.7681 |
| 0.4903 | 8.4468 | 794 | 0.5468 | 0.6098 | 0.5468 | 0.7395 |
| 0.4903 | 8.4681 | 796 | 0.5458 | 0.6238 | 0.5458 | 0.7388 |
| 0.4903 | 8.4894 | 798 | 0.5565 | 0.6238 | 0.5565 | 0.7460 |
| 0.4903 | 8.5106 | 800 | 0.5586 | 0.6167 | 0.5586 | 0.7474 |
| 0.4903 | 8.5319 | 802 | 0.5663 | 0.5858 | 0.5663 | 0.7525 |
| 0.4903 | 8.5532 | 804 | 0.4707 | 0.6141 | 0.4707 | 0.6860 |
| 0.4903 | 8.5745 | 806 | 0.4048 | 0.6414 | 0.4048 | 0.6363 |
| 0.4903 | 8.5957 | 808 | 0.3901 | 0.6268 | 0.3901 | 0.6246 |
| 0.4903 | 8.6170 | 810 | 0.4012 | 0.6680 | 0.4012 | 0.6334 |
| 0.4903 | 8.6383 | 812 | 0.4415 | 0.6413 | 0.4415 | 0.6644 |
| 0.4903 | 8.6596 | 814 | 0.4835 | 0.6403 | 0.4835 | 0.6953 |
| 0.4903 | 8.6809 | 816 | 0.4930 | 0.6401 | 0.4930 | 0.7021 |
| 0.4903 | 8.7021 | 818 | 0.4878 | 0.6348 | 0.4878 | 0.6984 |
| 0.4903 | 8.7234 | 820 | 0.5341 | 0.6323 | 0.5341 | 0.7308 |
| 0.4903 | 8.7447 | 822 | 0.5990 | 0.6079 | 0.5990 | 0.7739 |
| 0.4903 | 8.7660 | 824 | 0.7268 | 0.5961 | 0.7268 | 0.8525 |
| 0.4903 | 8.7872 | 826 | 0.6839 | 0.5939 | 0.6839 | 0.8270 |
| 0.4903 | 8.8085 | 828 | 0.5499 | 0.5957 | 0.5499 | 0.7416 |
| 0.4903 | 8.8298 | 830 | 0.4265 | 0.6613 | 0.4265 | 0.6531 |
| 0.4903 | 8.8511 | 832 | 0.4123 | 0.6330 | 0.4123 | 0.6421 |
| 0.4903 | 8.8723 | 834 | 0.4035 | 0.6484 | 0.4035 | 0.6352 |
| 0.4903 | 8.8936 | 836 | 0.4318 | 0.6357 | 0.4318 | 0.6571 |
| 0.4903 | 8.9149 | 838 | 0.4902 | 0.5960 | 0.4902 | 0.7001 |
| 0.4903 | 8.9362 | 840 | 0.5219 | 0.5899 | 0.5219 | 0.7224 |
| 0.4903 | 8.9574 | 842 | 0.5746 | 0.5829 | 0.5746 | 0.7580 |
| 0.4903 | 8.9787 | 844 | 0.5407 | 0.6083 | 0.5407 | 0.7353 |
| 0.4903 | 9.0 | 846 | 0.5144 | 0.6201 | 0.5144 | 0.7172 |
| 0.4903 | 9.0213 | 848 | 0.5362 | 0.6325 | 0.5362 | 0.7323 |
| 0.4903 | 9.0426 | 850 | 0.5306 | 0.6313 | 0.5306 | 0.7284 |
| 0.4903 | 9.0638 | 852 | 0.5043 | 0.6399 | 0.5043 | 0.7102 |
| 0.4903 | 9.0851 | 854 | 0.5045 | 0.6352 | 0.5045 | 0.7103 |
| 0.4903 | 9.1064 | 856 | 0.4816 | 0.6027 | 0.4816 | 0.6940 |
| 0.4903 | 9.1277 | 858 | 0.4231 | 0.6392 | 0.4231 | 0.6504 |
| 0.4903 | 9.1489 | 860 | 0.4156 | 0.6571 | 0.4156 | 0.6447 |
| 0.4903 | 9.1702 | 862 | 0.4425 | 0.6036 | 0.4425 | 0.6652 |
| 0.4903 | 9.1915 | 864 | 0.5906 | 0.5855 | 0.5906 | 0.7685 |
| 0.4903 | 9.2128 | 866 | 0.6833 | 0.5411 | 0.6833 | 0.8266 |
| 0.4903 | 9.2340 | 868 | 0.5948 | 0.5660 | 0.5948 | 0.7713 |
| 0.4903 | 9.2553 | 870 | 0.4663 | 0.6076 | 0.4663 | 0.6829 |
| 0.4903 | 9.2766 | 872 | 0.3784 | 0.6258 | 0.3784 | 0.6152 |
| 0.4903 | 9.2979 | 874 | 0.3891 | 0.6258 | 0.3891 | 0.6238 |
| 0.4903 | 9.3191 | 876 | 0.3968 | 0.6384 | 0.3968 | 0.6299 |
| 0.4903 | 9.3404 | 878 | 0.4048 | 0.6507 | 0.4048 | 0.6362 |
| 0.4903 | 9.3617 | 880 | 0.4573 | 0.6414 | 0.4573 | 0.6762 |
| 0.4903 | 9.3830 | 882 | 0.5205 | 0.6074 | 0.5205 | 0.7215 |
| 0.4903 | 9.4043 | 884 | 0.5356 | 0.5871 | 0.5356 | 0.7318 |
| 0.4903 | 9.4255 | 886 | 0.5485 | 0.5789 | 0.5485 | 0.7406 |
| 0.4903 | 9.4468 | 888 | 0.5719 | 0.5746 | 0.5719 | 0.7562 |
| 0.4903 | 9.4681 | 890 | 0.5122 | 0.6077 | 0.5122 | 0.7157 |
| 0.4903 | 9.4894 | 892 | 0.4637 | 0.6064 | 0.4637 | 0.6810 |
| 0.4903 | 9.5106 | 894 | 0.4426 | 0.6614 | 0.4426 | 0.6653 |
| 0.4903 | 9.5319 | 896 | 0.4574 | 0.6422 | 0.4574 | 0.6763 |
| 0.4903 | 9.5532 | 898 | 0.5543 | 0.6116 | 0.5543 | 0.7445 |
| 0.4903 | 9.5745 | 900 | 0.6265 | 0.6037 | 0.6265 | 0.7915 |
| 0.4903 | 9.5957 | 902 | 0.5594 | 0.5999 | 0.5594 | 0.7480 |
| 0.4903 | 9.6170 | 904 | 0.4909 | 0.6316 | 0.4909 | 0.7007 |
| 0.4903 | 9.6383 | 906 | 0.4693 | 0.6321 | 0.4693 | 0.6850 |
| 0.4903 | 9.6596 | 908 | 0.4779 | 0.6255 | 0.4779 | 0.6913 |
| 0.4903 | 9.6809 | 910 | 0.5305 | 0.6203 | 0.5305 | 0.7284 |
| 0.4903 | 9.7021 | 912 | 0.5235 | 0.6091 | 0.5235 | 0.7236 |
| 0.4903 | 9.7234 | 914 | 0.4707 | 0.6293 | 0.4707 | 0.6860 |
| 0.4903 | 9.7447 | 916 | 0.4403 | 0.6414 | 0.4403 | 0.6636 |
| 0.4903 | 9.7660 | 918 | 0.4233 | 0.6328 | 0.4233 | 0.6506 |
| 0.4903 | 9.7872 | 920 | 0.4429 | 0.6430 | 0.4429 | 0.6655 |
| 0.4903 | 9.8085 | 922 | 0.5016 | 0.6192 | 0.5016 | 0.7083 |
| 0.4903 | 9.8298 | 924 | 0.5553 | 0.6252 | 0.5553 | 0.7452 |
| 0.4903 | 9.8511 | 926 | 0.6412 | 0.6000 | 0.6412 | 0.8007 |
| 0.4903 | 9.8723 | 928 | 0.6095 | 0.5986 | 0.6095 | 0.7807 |
| 0.4903 | 9.8936 | 930 | 0.5057 | 0.6305 | 0.5057 | 0.7111 |
| 0.4903 | 9.9149 | 932 | 0.4643 | 0.6464 | 0.4643 | 0.6814 |
| 0.4903 | 9.9362 | 934 | 0.5045 | 0.6344 | 0.5045 | 0.7103 |
| 0.4903 | 9.9574 | 936 | 0.5219 | 0.6139 | 0.5219 | 0.7224 |
| 0.4903 | 9.9787 | 938 | 0.5684 | 0.5950 | 0.5684 | 0.7539 |
| 0.4903 | 10.0 | 940 | 0.5052 | 0.6154 | 0.5052 | 0.7108 |
| 0.4903 | 10.0213 | 942 | 0.4475 | 0.6289 | 0.4475 | 0.6689 |
| 0.4903 | 10.0426 | 944 | 0.4249 | 0.6449 | 0.4249 | 0.6519 |
| 0.4903 | 10.0638 | 946 | 0.4646 | 0.6331 | 0.4646 | 0.6816 |
| 0.4903 | 10.0851 | 948 | 0.4930 | 0.6256 | 0.4930 | 0.7021 |
| 0.4903 | 10.1064 | 950 | 0.5995 | 0.6164 | 0.5995 | 0.7743 |
| 0.4903 | 10.1277 | 952 | 0.5893 | 0.6003 | 0.5893 | 0.7677 |
| 0.4903 | 10.1489 | 954 | 0.5386 | 0.6032 | 0.5386 | 0.7339 |
| 0.4903 | 10.1702 | 956 | 0.4793 | 0.6120 | 0.4793 | 0.6923 |
| 0.4903 | 10.1915 | 958 | 0.4486 | 0.6321 | 0.4486 | 0.6698 |
| 0.4903 | 10.2128 | 960 | 0.4257 | 0.6287 | 0.4257 | 0.6525 |
| 0.4903 | 10.2340 | 962 | 0.4271 | 0.6367 | 0.4271 | 0.6536 |
| 0.4903 | 10.2553 | 964 | 0.4580 | 0.6240 | 0.4580 | 0.6768 |
| 0.4903 | 10.2766 | 966 | 0.5162 | 0.6277 | 0.5162 | 0.7185 |
| 0.4903 | 10.2979 | 968 | 0.5614 | 0.6059 | 0.5614 | 0.7493 |
| 0.4903 | 10.3191 | 970 | 0.6056 | 0.5744 | 0.6056 | 0.7782 |
| 0.4903 | 10.3404 | 972 | 0.5455 | 0.6087 | 0.5455 | 0.7386 |
| 0.4903 | 10.3617 | 974 | 0.4684 | 0.6112 | 0.4684 | 0.6844 |
| 0.4903 | 10.3830 | 976 | 0.4086 | 0.6669 | 0.4086 | 0.6392 |
| 0.4903 | 10.4043 | 978 | 0.4279 | 0.6445 | 0.4279 | 0.6541 |
| 0.4903 | 10.4255 | 980 | 0.5047 | 0.5993 | 0.5047 | 0.7104 |
| 0.4903 | 10.4468 | 982 | 0.5931 | 0.5754 | 0.5931 | 0.7701 |
| 0.4903 | 10.4681 | 984 | 0.5725 | 0.6091 | 0.5725 | 0.7566 |
| 0.4903 | 10.4894 | 986 | 0.5294 | 0.6270 | 0.5294 | 0.7276 |
| 0.4903 | 10.5106 | 988 | 0.4977 | 0.6177 | 0.4977 | 0.7055 |
| 0.4903 | 10.5319 | 990 | 0.5169 | 0.6355 | 0.5169 | 0.7190 |
| 0.4903 | 10.5532 | 992 | 0.4869 | 0.6504 | 0.4869 | 0.6978 |
| 0.4903 | 10.5745 | 994 | 0.4243 | 0.6832 | 0.4243 | 0.6514 |
| 0.4903 | 10.5957 | 996 | 0.4027 | 0.6832 | 0.4027 | 0.6346 |
| 0.4903 | 10.6170 | 998 | 0.4229 | 0.6642 | 0.4229 | 0.6503 |
| 0.1525 | 10.6383 | 1000 | 0.4326 | 0.6396 | 0.4326 | 0.6577 |
| 0.1525 | 10.6596 | 1002 | 0.4540 | 0.6299 | 0.4540 | 0.6738 |
| 0.1525 | 10.6809 | 1004 | 0.4356 | 0.6574 | 0.4356 | 0.6600 |
| 0.1525 | 10.7021 | 1006 | 0.4296 | 0.6553 | 0.4296 | 0.6555 |
| 0.1525 | 10.7234 | 1008 | 0.4411 | 0.6463 | 0.4411 | 0.6642 |
| 0.1525 | 10.7447 | 1010 | 0.4490 | 0.6328 | 0.4490 | 0.6701 |
| 0.1525 | 10.7660 | 1012 | 0.4341 | 0.6607 | 0.4341 | 0.6589 |
| 0.1525 | 10.7872 | 1014 | 0.4507 | 0.6514 | 0.4507 | 0.6714 |
| 0.1525 | 10.8085 | 1016 | 0.4731 | 0.6344 | 0.4731 | 0.6878 |
| 0.1525 | 10.8298 | 1018 | 0.5877 | 0.5880 | 0.5877 | 0.7666 |
| 0.1525 | 10.8511 | 1020 | 0.6606 | 0.5635 | 0.6606 | 0.8128 |
| 0.1525 | 10.8723 | 1022 | 0.5995 | 0.5623 | 0.5995 | 0.7743 |
| 0.1525 | 10.8936 | 1024 | 0.5312 | 0.5729 | 0.5312 | 0.7289 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
|