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---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k11_task3_organization
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. -->
# ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k11_task3_organization
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: 0.9613
- Qwk: -0.0204
- Mse: 0.9613
- Rmse: 0.9805
## 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 | 0.0645 | 2 | 3.7454 | -0.0068 | 3.7454 | 1.9353 |
| No log | 0.1290 | 4 | 2.0535 | 0.0478 | 2.0535 | 1.4330 |
| No log | 0.1935 | 6 | 1.6389 | 0.0130 | 1.6389 | 1.2802 |
| No log | 0.2581 | 8 | 2.6144 | -0.0464 | 2.6144 | 1.6169 |
| No log | 0.3226 | 10 | 2.4367 | 0.0141 | 2.4367 | 1.5610 |
| No log | 0.3871 | 12 | 1.0196 | -0.0571 | 1.0196 | 1.0097 |
| No log | 0.4516 | 14 | 0.7019 | 0.0460 | 0.7019 | 0.8378 |
| No log | 0.5161 | 16 | 0.7657 | 0.0909 | 0.7657 | 0.8750 |
| No log | 0.5806 | 18 | 1.0692 | -0.0468 | 1.0692 | 1.0340 |
| No log | 0.6452 | 20 | 1.6613 | 0.0 | 1.6613 | 1.2889 |
| No log | 0.7097 | 22 | 1.9077 | -0.0029 | 1.9077 | 1.3812 |
| No log | 0.7742 | 24 | 1.6515 | 0.0 | 1.6515 | 1.2851 |
| No log | 0.8387 | 26 | 1.3584 | 0.0 | 1.3584 | 1.1655 |
| No log | 0.9032 | 28 | 0.9342 | 0.0596 | 0.9342 | 0.9665 |
| No log | 0.9677 | 30 | 0.7816 | -0.0753 | 0.7816 | 0.8841 |
| No log | 1.0323 | 32 | 0.8651 | -0.1715 | 0.8651 | 0.9301 |
| No log | 1.0968 | 34 | 0.8831 | -0.1715 | 0.8831 | 0.9397 |
| No log | 1.1613 | 36 | 1.1471 | 0.0046 | 1.1471 | 1.0710 |
| No log | 1.2258 | 38 | 1.7588 | -0.0759 | 1.7588 | 1.3262 |
| No log | 1.2903 | 40 | 1.5093 | -0.0487 | 1.5093 | 1.2286 |
| No log | 1.3548 | 42 | 0.9793 | -0.0894 | 0.9793 | 0.9896 |
| No log | 1.4194 | 44 | 0.8491 | -0.0331 | 0.8491 | 0.9215 |
| No log | 1.4839 | 46 | 0.8118 | 0.0191 | 0.8118 | 0.9010 |
| No log | 1.5484 | 48 | 0.9489 | -0.0668 | 0.9489 | 0.9741 |
| No log | 1.6129 | 50 | 1.1257 | -0.0720 | 1.1257 | 1.0610 |
| No log | 1.6774 | 52 | 1.4179 | -0.0247 | 1.4179 | 1.1908 |
| No log | 1.7419 | 54 | 1.3315 | -0.0247 | 1.3315 | 1.1539 |
| No log | 1.8065 | 56 | 1.0467 | -0.0720 | 1.0467 | 1.0231 |
| No log | 1.8710 | 58 | 0.8799 | 0.0071 | 0.8799 | 0.9380 |
| No log | 1.9355 | 60 | 0.8240 | -0.0753 | 0.8240 | 0.9077 |
| No log | 2.0 | 62 | 0.7828 | -0.0739 | 0.7828 | 0.8848 |
| No log | 2.0645 | 64 | 0.7961 | 0.0588 | 0.7961 | 0.8923 |
| No log | 2.1290 | 66 | 0.8176 | 0.0017 | 0.8176 | 0.9042 |
| No log | 2.1935 | 68 | 0.8637 | 0.0642 | 0.8637 | 0.9294 |
| No log | 2.2581 | 70 | 0.8697 | 0.0642 | 0.8697 | 0.9326 |
| No log | 2.3226 | 72 | 0.9788 | -0.0331 | 0.9788 | 0.9893 |
| No log | 2.3871 | 74 | 0.9634 | -0.0617 | 0.9634 | 0.9816 |
| No log | 2.4516 | 76 | 0.8848 | 0.0826 | 0.8848 | 0.9406 |
| No log | 2.5161 | 78 | 0.8671 | 0.0099 | 0.8671 | 0.9312 |
| No log | 2.5806 | 80 | 1.0188 | -0.1283 | 1.0188 | 1.0094 |
| No log | 2.6452 | 82 | 1.2043 | -0.1019 | 1.2043 | 1.0974 |
| No log | 2.7097 | 84 | 1.2165 | -0.1019 | 1.2165 | 1.1029 |
| No log | 2.7742 | 86 | 1.4040 | -0.1019 | 1.4040 | 1.1849 |
| No log | 2.8387 | 88 | 1.4421 | -0.0731 | 1.4421 | 1.2009 |
| No log | 2.9032 | 90 | 1.0601 | -0.1274 | 1.0601 | 1.0296 |
| No log | 2.9677 | 92 | 0.9697 | -0.1265 | 0.9697 | 0.9847 |
| No log | 3.0323 | 94 | 0.9950 | -0.0837 | 0.9950 | 0.9975 |
| No log | 3.0968 | 96 | 1.1221 | -0.0269 | 1.1221 | 1.0593 |
| No log | 3.1613 | 98 | 0.9839 | -0.1267 | 0.9839 | 0.9919 |
| No log | 3.2258 | 100 | 0.8112 | 0.0476 | 0.8112 | 0.9007 |
| No log | 3.2903 | 102 | 0.8613 | 0.1342 | 0.8613 | 0.9281 |
| No log | 3.3548 | 104 | 0.9425 | -0.0812 | 0.9425 | 0.9708 |
| No log | 3.4194 | 106 | 1.2767 | -0.1523 | 1.2767 | 1.1299 |
| No log | 3.4839 | 108 | 1.3675 | -0.1124 | 1.3675 | 1.1694 |
| No log | 3.5484 | 110 | 0.8459 | 0.0016 | 0.8459 | 0.9197 |
| No log | 3.6129 | 112 | 0.7044 | 0.1311 | 0.7044 | 0.8393 |
| No log | 3.6774 | 114 | 0.7156 | 0.1362 | 0.7156 | 0.8459 |
| No log | 3.7419 | 116 | 0.8128 | 0.1001 | 0.8128 | 0.9015 |
| No log | 3.8065 | 118 | 1.1124 | -0.0438 | 1.1124 | 1.0547 |
| No log | 3.8710 | 120 | 1.5633 | 0.0140 | 1.5633 | 1.2503 |
| No log | 3.9355 | 122 | 1.3677 | -0.0849 | 1.3677 | 1.1695 |
| No log | 4.0 | 124 | 0.8461 | -0.0718 | 0.8461 | 0.9198 |
| No log | 4.0645 | 126 | 0.7674 | 0.0863 | 0.7674 | 0.8760 |
| No log | 4.1290 | 128 | 0.8179 | -0.0766 | 0.8179 | 0.9044 |
| No log | 4.1935 | 130 | 0.9860 | -0.0008 | 0.9860 | 0.9930 |
| No log | 4.2581 | 132 | 0.9281 | -0.0767 | 0.9281 | 0.9634 |
| No log | 4.3226 | 134 | 0.8717 | -0.1572 | 0.8717 | 0.9336 |
| No log | 4.3871 | 136 | 0.9085 | -0.1633 | 0.9085 | 0.9532 |
| No log | 4.4516 | 138 | 1.0980 | 0.0193 | 1.0980 | 1.0478 |
| No log | 4.5161 | 140 | 0.9428 | -0.1131 | 0.9428 | 0.9710 |
| No log | 4.5806 | 142 | 0.9223 | -0.0915 | 0.9223 | 0.9604 |
| No log | 4.6452 | 144 | 0.9888 | -0.1561 | 0.9888 | 0.9944 |
| No log | 4.7097 | 146 | 1.0535 | -0.1554 | 1.0535 | 1.0264 |
| No log | 4.7742 | 148 | 1.0144 | -0.1449 | 1.0144 | 1.0072 |
| No log | 4.8387 | 150 | 1.0697 | -0.1446 | 1.0697 | 1.0342 |
| No log | 4.9032 | 152 | 1.1048 | -0.0327 | 1.1048 | 1.0511 |
| No log | 4.9677 | 154 | 1.0940 | -0.0788 | 1.0940 | 1.0459 |
| No log | 5.0323 | 156 | 1.0259 | -0.1336 | 1.0259 | 1.0128 |
| No log | 5.0968 | 158 | 1.0205 | -0.1229 | 1.0205 | 1.0102 |
| No log | 5.1613 | 160 | 0.9855 | -0.0970 | 0.9855 | 0.9927 |
| No log | 5.2258 | 162 | 0.9759 | -0.1643 | 0.9759 | 0.9879 |
| No log | 5.2903 | 164 | 0.9999 | -0.1450 | 0.9999 | 1.0000 |
| No log | 5.3548 | 166 | 1.1803 | -0.1488 | 1.1803 | 1.0864 |
| No log | 5.4194 | 168 | 1.0660 | -0.1895 | 1.0660 | 1.0325 |
| No log | 5.4839 | 170 | 1.0087 | -0.1222 | 1.0087 | 1.0043 |
| No log | 5.5484 | 172 | 1.0364 | -0.2041 | 1.0364 | 1.0180 |
| No log | 5.6129 | 174 | 1.1960 | -0.0939 | 1.1960 | 1.0936 |
| No log | 5.6774 | 176 | 1.2358 | -0.0900 | 1.2358 | 1.1116 |
| No log | 5.7419 | 178 | 1.1177 | -0.1514 | 1.1177 | 1.0572 |
| No log | 5.8065 | 180 | 1.0810 | -0.1517 | 1.0810 | 1.0397 |
| No log | 5.8710 | 182 | 1.0091 | -0.0734 | 1.0091 | 1.0045 |
| No log | 5.9355 | 184 | 1.0671 | -0.1155 | 1.0671 | 1.0330 |
| No log | 6.0 | 186 | 0.9384 | -0.1121 | 0.9384 | 0.9687 |
| No log | 6.0645 | 188 | 0.9184 | -0.1464 | 0.9184 | 0.9583 |
| No log | 6.1290 | 190 | 0.9195 | -0.1523 | 0.9195 | 0.9589 |
| No log | 6.1935 | 192 | 0.9200 | -0.0643 | 0.9200 | 0.9591 |
| No log | 6.2581 | 194 | 1.0909 | -0.0815 | 1.0909 | 1.0445 |
| No log | 6.3226 | 196 | 1.0393 | -0.1203 | 1.0393 | 1.0195 |
| No log | 6.3871 | 198 | 0.8874 | -0.0179 | 0.8874 | 0.9420 |
| No log | 6.4516 | 200 | 0.8852 | -0.0056 | 0.8852 | 0.9408 |
| No log | 6.5161 | 202 | 0.9293 | -0.0704 | 0.9293 | 0.9640 |
| No log | 6.5806 | 204 | 1.0287 | -0.0818 | 1.0287 | 1.0143 |
| No log | 6.6452 | 206 | 0.9770 | -0.0391 | 0.9770 | 0.9885 |
| No log | 6.7097 | 208 | 0.8743 | -0.0690 | 0.8743 | 0.9350 |
| No log | 6.7742 | 210 | 0.8831 | -0.0704 | 0.8831 | 0.9397 |
| No log | 6.8387 | 212 | 0.9621 | -0.0355 | 0.9621 | 0.9809 |
| No log | 6.9032 | 214 | 0.9227 | 0.0095 | 0.9227 | 0.9606 |
| No log | 6.9677 | 216 | 0.8393 | -0.0704 | 0.8393 | 0.9161 |
| No log | 7.0323 | 218 | 0.8544 | -0.1187 | 0.8544 | 0.9243 |
| No log | 7.0968 | 220 | 0.9004 | -0.0295 | 0.9004 | 0.9489 |
| No log | 7.1613 | 222 | 1.0530 | -0.1270 | 1.0530 | 1.0262 |
| No log | 7.2258 | 224 | 1.0986 | -0.1181 | 1.0986 | 1.0482 |
| No log | 7.2903 | 226 | 0.9656 | -0.1187 | 0.9656 | 0.9827 |
| No log | 7.3548 | 228 | 0.9553 | -0.1194 | 0.9553 | 0.9774 |
| No log | 7.4194 | 230 | 1.1417 | -0.0138 | 1.1417 | 1.0685 |
| No log | 7.4839 | 232 | 1.2897 | -0.0385 | 1.2897 | 1.1357 |
| No log | 7.5484 | 234 | 1.0099 | -0.0118 | 1.0099 | 1.0050 |
| No log | 7.6129 | 236 | 0.8347 | -0.0718 | 0.8347 | 0.9136 |
| No log | 7.6774 | 238 | 0.8081 | -0.0704 | 0.8081 | 0.8989 |
| No log | 7.7419 | 240 | 0.8478 | -0.1187 | 0.8478 | 0.9208 |
| No log | 7.8065 | 242 | 0.8426 | -0.1187 | 0.8426 | 0.9179 |
| No log | 7.8710 | 244 | 0.8631 | -0.1187 | 0.8631 | 0.9290 |
| No log | 7.9355 | 246 | 0.8503 | 0.0375 | 0.8503 | 0.9221 |
| No log | 8.0 | 248 | 0.8885 | -0.0541 | 0.8885 | 0.9426 |
| No log | 8.0645 | 250 | 0.9476 | -0.0785 | 0.9476 | 0.9734 |
| No log | 8.1290 | 252 | 1.0243 | -0.1072 | 1.0243 | 1.0121 |
| No log | 8.1935 | 254 | 1.1281 | -0.2231 | 1.1281 | 1.0621 |
| No log | 8.2581 | 256 | 1.0264 | -0.2351 | 1.0264 | 1.0131 |
| No log | 8.3226 | 258 | 0.9206 | -0.1580 | 0.9206 | 0.9595 |
| No log | 8.3871 | 260 | 0.8373 | -0.0029 | 0.8373 | 0.9150 |
| No log | 8.4516 | 262 | 0.7954 | -0.0059 | 0.7954 | 0.8918 |
| No log | 8.5161 | 264 | 0.7638 | -0.0228 | 0.7638 | 0.8739 |
| No log | 8.5806 | 266 | 0.7892 | 0.0588 | 0.7892 | 0.8884 |
| No log | 8.6452 | 268 | 0.9595 | 0.0676 | 0.9595 | 0.9795 |
| No log | 8.7097 | 270 | 1.0420 | 0.0545 | 1.0420 | 1.0208 |
| No log | 8.7742 | 272 | 0.8879 | 0.0071 | 0.8879 | 0.9423 |
| No log | 8.8387 | 274 | 0.8522 | -0.0999 | 0.8522 | 0.9231 |
| No log | 8.9032 | 276 | 0.8748 | -0.0999 | 0.8748 | 0.9353 |
| No log | 8.9677 | 278 | 0.8945 | -0.1187 | 0.8945 | 0.9458 |
| No log | 9.0323 | 280 | 0.9024 | -0.1187 | 0.9024 | 0.9500 |
| No log | 9.0968 | 282 | 0.8778 | -0.1131 | 0.8778 | 0.9369 |
| No log | 9.1613 | 284 | 0.8497 | 0.0247 | 0.8497 | 0.9218 |
| No log | 9.2258 | 286 | 0.8563 | 0.0129 | 0.8563 | 0.9254 |
| No log | 9.2903 | 288 | 0.9914 | -0.0079 | 0.9914 | 0.9957 |
| No log | 9.3548 | 290 | 0.9978 | -0.0459 | 0.9978 | 0.9989 |
| No log | 9.4194 | 292 | 0.8835 | 0.0562 | 0.8835 | 0.9399 |
| No log | 9.4839 | 294 | 0.8481 | 0.0214 | 0.8481 | 0.9209 |
| No log | 9.5484 | 296 | 0.8465 | 0.0863 | 0.8465 | 0.9200 |
| No log | 9.6129 | 298 | 0.8547 | 0.0879 | 0.8547 | 0.9245 |
| No log | 9.6774 | 300 | 0.8759 | 0.0600 | 0.8759 | 0.9359 |
| No log | 9.7419 | 302 | 0.9175 | 0.0071 | 0.9175 | 0.9579 |
| No log | 9.8065 | 304 | 0.8744 | 0.0700 | 0.8744 | 0.9351 |
| No log | 9.8710 | 306 | 0.8726 | 0.0700 | 0.8726 | 0.9341 |
| No log | 9.9355 | 308 | 0.8751 | 0.0277 | 0.8751 | 0.9355 |
| No log | 10.0 | 310 | 0.8906 | 0.1277 | 0.8906 | 0.9437 |
| No log | 10.0645 | 312 | 0.9119 | 0.0856 | 0.9119 | 0.9550 |
| No log | 10.1290 | 314 | 0.9478 | -0.0669 | 0.9478 | 0.9736 |
| No log | 10.1935 | 316 | 0.9406 | -0.0656 | 0.9406 | 0.9698 |
| No log | 10.2581 | 318 | 0.9379 | -0.0027 | 0.9379 | 0.9684 |
| No log | 10.3226 | 320 | 0.9244 | -0.0643 | 0.9244 | 0.9615 |
| No log | 10.3871 | 322 | 0.9502 | -0.0699 | 0.9502 | 0.9748 |
| No log | 10.4516 | 324 | 0.9621 | 0.0129 | 0.9621 | 0.9808 |
| No log | 10.5161 | 326 | 0.8859 | 0.0225 | 0.8859 | 0.9412 |
| No log | 10.5806 | 328 | 0.8334 | -0.1106 | 0.8334 | 0.9129 |
| No log | 10.6452 | 330 | 0.8305 | 0.0 | 0.8305 | 0.9113 |
| No log | 10.7097 | 332 | 0.8242 | -0.1180 | 0.8242 | 0.9079 |
| No log | 10.7742 | 334 | 0.8674 | -0.1197 | 0.8674 | 0.9314 |
| No log | 10.8387 | 336 | 0.8877 | -0.0746 | 0.8877 | 0.9422 |
| No log | 10.9032 | 338 | 0.8637 | -0.1449 | 0.8637 | 0.9294 |
| No log | 10.9677 | 340 | 0.9052 | -0.1044 | 0.9052 | 0.9514 |
| No log | 11.0323 | 342 | 1.0600 | 0.1065 | 1.0600 | 1.0296 |
| No log | 11.0968 | 344 | 1.0845 | -0.0157 | 1.0845 | 1.0414 |
| No log | 11.1613 | 346 | 0.9703 | -0.0408 | 0.9703 | 0.9850 |
| No log | 11.2258 | 348 | 0.9158 | -0.0355 | 0.9158 | 0.9570 |
| No log | 11.2903 | 350 | 0.9124 | 0.0016 | 0.9124 | 0.9552 |
| No log | 11.3548 | 352 | 0.8470 | -0.0287 | 0.8470 | 0.9203 |
| No log | 11.4194 | 354 | 0.8490 | -0.0195 | 0.8490 | 0.9214 |
| No log | 11.4839 | 356 | 0.8841 | -0.0163 | 0.8841 | 0.9402 |
| No log | 11.5484 | 358 | 0.9270 | -0.0186 | 0.9270 | 0.9628 |
| No log | 11.6129 | 360 | 0.9958 | -0.0252 | 0.9958 | 0.9979 |
| No log | 11.6774 | 362 | 0.9526 | -0.0218 | 0.9526 | 0.9760 |
| No log | 11.7419 | 364 | 0.9175 | 0.0257 | 0.9175 | 0.9579 |
| No log | 11.8065 | 366 | 0.9065 | 0.1192 | 0.9065 | 0.9521 |
| No log | 11.8710 | 368 | 0.9109 | 0.1189 | 0.9109 | 0.9544 |
| No log | 11.9355 | 370 | 0.9400 | 0.0236 | 0.9400 | 0.9695 |
| No log | 12.0 | 372 | 0.9966 | -0.1203 | 0.9966 | 0.9983 |
| No log | 12.0645 | 374 | 1.0215 | -0.1609 | 1.0215 | 1.0107 |
| No log | 12.1290 | 376 | 0.9697 | -0.0755 | 0.9697 | 0.9847 |
| No log | 12.1935 | 378 | 0.9604 | -0.1066 | 0.9604 | 0.9800 |
| No log | 12.2581 | 380 | 0.9958 | -0.1009 | 0.9958 | 0.9979 |
| No log | 12.3226 | 382 | 1.0016 | -0.1409 | 1.0016 | 1.0008 |
| No log | 12.3871 | 384 | 0.9797 | -0.0186 | 0.9797 | 0.9898 |
| No log | 12.4516 | 386 | 1.0292 | -0.0755 | 1.0292 | 1.0145 |
| No log | 12.5161 | 388 | 1.0284 | -0.0351 | 1.0284 | 1.0141 |
| No log | 12.5806 | 390 | 0.9635 | -0.0295 | 0.9635 | 0.9816 |
| No log | 12.6452 | 392 | 0.9339 | -0.0704 | 0.9339 | 0.9664 |
| No log | 12.7097 | 394 | 0.9200 | -0.0690 | 0.9200 | 0.9592 |
| No log | 12.7742 | 396 | 0.9244 | -0.0704 | 0.9244 | 0.9614 |
| No log | 12.8387 | 398 | 0.9808 | -0.0812 | 0.9808 | 0.9904 |
| No log | 12.9032 | 400 | 0.9306 | -0.0295 | 0.9306 | 0.9647 |
| No log | 12.9677 | 402 | 0.9120 | -0.0295 | 0.9120 | 0.9550 |
| No log | 13.0323 | 404 | 0.8961 | -0.0274 | 0.8961 | 0.9466 |
| No log | 13.0968 | 406 | 0.9260 | -0.0295 | 0.9260 | 0.9623 |
| No log | 13.1613 | 408 | 0.9448 | -0.0316 | 0.9448 | 0.9720 |
| No log | 13.2258 | 410 | 0.9618 | -0.0316 | 0.9618 | 0.9807 |
| No log | 13.2903 | 412 | 0.9646 | -0.0316 | 0.9646 | 0.9821 |
| No log | 13.3548 | 414 | 0.9434 | -0.0316 | 0.9434 | 0.9713 |
| No log | 13.4194 | 416 | 0.8905 | -0.0252 | 0.8905 | 0.9437 |
| No log | 13.4839 | 418 | 0.9361 | -0.0371 | 0.9361 | 0.9675 |
| No log | 13.5484 | 420 | 1.0690 | -0.1645 | 1.0690 | 1.0339 |
| No log | 13.6129 | 422 | 1.0118 | -0.0861 | 1.0118 | 1.0059 |
| No log | 13.6774 | 424 | 0.9200 | -0.0228 | 0.9200 | 0.9591 |
| No log | 13.7419 | 426 | 0.9046 | -0.0179 | 0.9046 | 0.9511 |
| No log | 13.8065 | 428 | 0.9314 | -0.0228 | 0.9314 | 0.9651 |
| No log | 13.8710 | 430 | 0.9835 | 0.0099 | 0.9835 | 0.9917 |
| No log | 13.9355 | 432 | 0.9786 | -0.0371 | 0.9786 | 0.9892 |
| No log | 14.0 | 434 | 0.9490 | 0.0099 | 0.9490 | 0.9742 |
| No log | 14.0645 | 436 | 0.9894 | -0.0390 | 0.9894 | 0.9947 |
| No log | 14.1290 | 438 | 0.9612 | 0.0071 | 0.9612 | 0.9804 |
| No log | 14.1935 | 440 | 0.9159 | -0.0118 | 0.9159 | 0.9570 |
| No log | 14.2581 | 442 | 0.9427 | -0.0717 | 0.9427 | 0.9709 |
| No log | 14.3226 | 444 | 0.9303 | -0.0056 | 0.9303 | 0.9645 |
| No log | 14.3871 | 446 | 0.9486 | -0.0145 | 0.9486 | 0.9740 |
| No log | 14.4516 | 448 | 0.9795 | -0.0163 | 0.9795 | 0.9897 |
| No log | 14.5161 | 450 | 0.9954 | -0.0947 | 0.9954 | 0.9977 |
| No log | 14.5806 | 452 | 0.9976 | -0.0806 | 0.9976 | 0.9988 |
| No log | 14.6452 | 454 | 0.9728 | -0.0947 | 0.9728 | 0.9863 |
| No log | 14.7097 | 456 | 0.9690 | -0.1135 | 0.9690 | 0.9844 |
| No log | 14.7742 | 458 | 0.9409 | -0.0743 | 0.9409 | 0.9700 |
| No log | 14.8387 | 460 | 0.9211 | -0.1457 | 0.9211 | 0.9597 |
| No log | 14.9032 | 462 | 0.9276 | -0.1394 | 0.9276 | 0.9631 |
| No log | 14.9677 | 464 | 0.9175 | -0.0444 | 0.9175 | 0.9579 |
| No log | 15.0323 | 466 | 0.9640 | -0.0543 | 0.9640 | 0.9819 |
| No log | 15.0968 | 468 | 0.9778 | -0.0904 | 0.9778 | 0.9888 |
| No log | 15.1613 | 470 | 0.9199 | -0.0280 | 0.9199 | 0.9591 |
| No log | 15.2258 | 472 | 0.9723 | 0.0071 | 0.9723 | 0.9861 |
| No log | 15.2903 | 474 | 1.0376 | -0.1660 | 1.0376 | 1.0186 |
| No log | 15.3548 | 476 | 0.9775 | -0.1259 | 0.9775 | 0.9887 |
| No log | 15.4194 | 478 | 0.9410 | -0.0541 | 0.9410 | 0.9700 |
| No log | 15.4839 | 480 | 0.9604 | -0.0054 | 0.9604 | 0.9800 |
| No log | 15.5484 | 482 | 0.9837 | -0.0221 | 0.9837 | 0.9918 |
| No log | 15.6129 | 484 | 1.0584 | -0.1609 | 1.0584 | 1.0288 |
| No log | 15.6774 | 486 | 1.1141 | -0.1582 | 1.1141 | 1.0555 |
| No log | 15.7419 | 488 | 1.0519 | -0.1098 | 1.0519 | 1.0256 |
| No log | 15.8065 | 490 | 1.0244 | -0.0127 | 1.0244 | 1.0121 |
| No log | 15.8710 | 492 | 1.0398 | -0.1050 | 1.0398 | 1.0197 |
| No log | 15.9355 | 494 | 1.0615 | -0.1152 | 1.0615 | 1.0303 |
| No log | 16.0 | 496 | 1.1021 | -0.1998 | 1.1021 | 1.0498 |
| No log | 16.0645 | 498 | 1.0862 | -0.1614 | 1.0862 | 1.0422 |
| 0.3533 | 16.1290 | 500 | 1.0453 | -0.1748 | 1.0453 | 1.0224 |
| 0.3533 | 16.1935 | 502 | 1.0835 | -0.2253 | 1.0835 | 1.0409 |
| 0.3533 | 16.2581 | 504 | 1.0637 | -0.2125 | 1.0637 | 1.0314 |
| 0.3533 | 16.3226 | 506 | 1.0282 | -0.0588 | 1.0282 | 1.0140 |
| 0.3533 | 16.3871 | 508 | 1.0278 | -0.1200 | 1.0278 | 1.0138 |
| 0.3533 | 16.4516 | 510 | 1.0224 | -0.1200 | 1.0224 | 1.0112 |
| 0.3533 | 16.5161 | 512 | 0.9725 | -0.1650 | 0.9725 | 0.9861 |
| 0.3533 | 16.5806 | 514 | 0.9799 | -0.1515 | 0.9799 | 0.9899 |
| 0.3533 | 16.6452 | 516 | 0.9964 | -0.1762 | 0.9964 | 0.9982 |
| 0.3533 | 16.7097 | 518 | 1.0109 | -0.1392 | 1.0109 | 1.0054 |
| 0.3533 | 16.7742 | 520 | 1.0092 | -0.0743 | 1.0092 | 1.0046 |
| 0.3533 | 16.8387 | 522 | 0.9782 | -0.0629 | 0.9782 | 0.9891 |
| 0.3533 | 16.9032 | 524 | 0.9639 | -0.0731 | 0.9639 | 0.9818 |
| 0.3533 | 16.9677 | 526 | 0.9267 | -0.0643 | 0.9267 | 0.9627 |
| 0.3533 | 17.0323 | 528 | 0.9028 | -0.0524 | 0.9028 | 0.9502 |
| 0.3533 | 17.0968 | 530 | 0.8797 | -0.0567 | 0.8797 | 0.9379 |
| 0.3533 | 17.1613 | 532 | 0.8627 | -0.0567 | 0.8627 | 0.9288 |
| 0.3533 | 17.2258 | 534 | 0.8853 | -0.0675 | 0.8853 | 0.9409 |
| 0.3533 | 17.2903 | 536 | 1.0115 | -0.0336 | 1.0115 | 1.0057 |
| 0.3533 | 17.3548 | 538 | 1.0544 | -0.0336 | 1.0544 | 1.0268 |
| 0.3533 | 17.4194 | 540 | 1.0022 | -0.1072 | 1.0022 | 1.0011 |
| 0.3533 | 17.4839 | 542 | 1.0162 | -0.1459 | 1.0162 | 1.0080 |
| 0.3533 | 17.5484 | 544 | 1.0104 | -0.0585 | 1.0104 | 1.0052 |
| 0.3533 | 17.6129 | 546 | 0.9674 | -0.0573 | 0.9674 | 0.9836 |
| 0.3533 | 17.6774 | 548 | 0.9463 | -0.0228 | 0.9463 | 0.9728 |
| 0.3533 | 17.7419 | 550 | 0.9266 | -0.0731 | 0.9266 | 0.9626 |
| 0.3533 | 17.8065 | 552 | 0.9089 | -0.0731 | 0.9089 | 0.9534 |
| 0.3533 | 17.8710 | 554 | 0.8948 | -0.0690 | 0.8948 | 0.9459 |
| 0.3533 | 17.9355 | 556 | 0.9106 | -0.0628 | 0.9106 | 0.9543 |
| 0.3533 | 18.0 | 558 | 0.9339 | -0.0690 | 0.9339 | 0.9664 |
| 0.3533 | 18.0645 | 560 | 0.9553 | -0.0675 | 0.9553 | 0.9774 |
| 0.3533 | 18.1290 | 562 | 0.9933 | -0.0295 | 0.9933 | 0.9967 |
| 0.3533 | 18.1935 | 564 | 1.0143 | -0.1197 | 1.0143 | 1.0071 |
| 0.3533 | 18.2581 | 566 | 1.0051 | -0.1197 | 1.0051 | 1.0025 |
| 0.3533 | 18.3226 | 568 | 0.9953 | -0.0295 | 0.9953 | 0.9976 |
| 0.3533 | 18.3871 | 570 | 0.9876 | -0.0755 | 0.9876 | 0.9938 |
| 0.3533 | 18.4516 | 572 | 0.9968 | -0.1197 | 0.9968 | 0.9984 |
| 0.3533 | 18.5161 | 574 | 0.9502 | -0.0643 | 0.9502 | 0.9748 |
| 0.3533 | 18.5806 | 576 | 0.9412 | -0.0524 | 0.9412 | 0.9702 |
| 0.3533 | 18.6452 | 578 | 0.9368 | -0.0675 | 0.9368 | 0.9679 |
| 0.3533 | 18.7097 | 580 | 0.9643 | -0.1191 | 0.9643 | 0.9820 |
| 0.3533 | 18.7742 | 582 | 0.9433 | -0.1650 | 0.9433 | 0.9712 |
| 0.3533 | 18.8387 | 584 | 0.9094 | -0.0660 | 0.9094 | 0.9536 |
| 0.3533 | 18.9032 | 586 | 0.9044 | -0.0675 | 0.9044 | 0.9510 |
| 0.3533 | 18.9677 | 588 | 0.9531 | -0.1255 | 0.9531 | 0.9763 |
| 0.3533 | 19.0323 | 590 | 0.9802 | -0.1255 | 0.9802 | 0.9900 |
| 0.3533 | 19.0968 | 592 | 0.9255 | -0.0252 | 0.9255 | 0.9620 |
| 0.3533 | 19.1613 | 594 | 0.9191 | -0.0252 | 0.9191 | 0.9587 |
| 0.3533 | 19.2258 | 596 | 0.9395 | -0.0731 | 0.9395 | 0.9693 |
| 0.3533 | 19.2903 | 598 | 0.9498 | -0.0790 | 0.9498 | 0.9746 |
| 0.3533 | 19.3548 | 600 | 0.9035 | -0.0228 | 0.9035 | 0.9505 |
| 0.3533 | 19.4194 | 602 | 0.8785 | -0.0643 | 0.8785 | 0.9373 |
| 0.3533 | 19.4839 | 604 | 0.8773 | -0.0567 | 0.8773 | 0.9366 |
| 0.3533 | 19.5484 | 606 | 0.8768 | -0.0643 | 0.8768 | 0.9364 |
| 0.3533 | 19.6129 | 608 | 0.9065 | -0.0704 | 0.9065 | 0.9521 |
| 0.3533 | 19.6774 | 610 | 1.0071 | 0.0183 | 1.0071 | 1.0035 |
| 0.3533 | 19.7419 | 612 | 1.0657 | -0.0336 | 1.0657 | 1.0323 |
| 0.3533 | 19.8065 | 614 | 1.0920 | -0.0336 | 1.0920 | 1.0450 |
| 0.3533 | 19.8710 | 616 | 1.0811 | -0.1191 | 1.0811 | 1.0397 |
| 0.3533 | 19.9355 | 618 | 1.0466 | -0.1191 | 1.0466 | 1.0230 |
| 0.3533 | 20.0 | 620 | 0.9684 | -0.0252 | 0.9684 | 0.9841 |
| 0.3533 | 20.0645 | 622 | 0.9420 | -0.0218 | 0.9420 | 0.9706 |
| 0.3533 | 20.1290 | 624 | 0.9473 | -0.0252 | 0.9473 | 0.9733 |
| 0.3533 | 20.1935 | 626 | 0.9715 | 0.0512 | 0.9715 | 0.9856 |
| 0.3533 | 20.2581 | 628 | 0.9159 | 0.0549 | 0.9159 | 0.9570 |
| 0.3533 | 20.3226 | 630 | 0.8685 | 0.0183 | 0.8685 | 0.9319 |
| 0.3533 | 20.3871 | 632 | 0.8416 | -0.0170 | 0.8416 | 0.9174 |
| 0.3533 | 20.4516 | 634 | 0.8432 | 0.0269 | 0.8432 | 0.9183 |
| 0.3533 | 20.5161 | 636 | 0.8485 | -0.0170 | 0.8485 | 0.9211 |
| 0.3533 | 20.5806 | 638 | 0.8765 | -0.0316 | 0.8765 | 0.9362 |
| 0.3533 | 20.6452 | 640 | 0.9844 | 0.1243 | 0.9844 | 0.9922 |
| 0.3533 | 20.7097 | 642 | 0.9898 | 0.1243 | 0.9898 | 0.9949 |
| 0.3533 | 20.7742 | 644 | 0.8928 | -0.0316 | 0.8928 | 0.9449 |
| 0.3533 | 20.8387 | 646 | 0.8705 | 0.0205 | 0.8705 | 0.9330 |
| 0.3533 | 20.9032 | 648 | 0.8774 | 0.0152 | 0.8774 | 0.9367 |
| 0.3533 | 20.9677 | 650 | 0.8743 | 0.0236 | 0.8743 | 0.9350 |
| 0.3533 | 21.0323 | 652 | 0.8748 | -0.0170 | 0.8748 | 0.9353 |
| 0.3533 | 21.0968 | 654 | 0.9026 | 0.0152 | 0.9026 | 0.9500 |
| 0.3533 | 21.1613 | 656 | 0.9289 | 0.0099 | 0.9289 | 0.9638 |
| 0.3533 | 21.2258 | 658 | 0.9290 | 0.0099 | 0.9290 | 0.9638 |
| 0.3533 | 21.2903 | 660 | 0.8821 | -0.0138 | 0.8821 | 0.9392 |
| 0.3533 | 21.3548 | 662 | 0.9362 | -0.0861 | 0.9362 | 0.9676 |
| 0.3533 | 21.4194 | 664 | 0.9823 | -0.1054 | 0.9823 | 0.9911 |
| 0.3533 | 21.4839 | 666 | 0.9317 | -0.0066 | 0.9317 | 0.9653 |
| 0.3533 | 21.5484 | 668 | 0.8735 | -0.0628 | 0.8735 | 0.9346 |
| 0.3533 | 21.6129 | 670 | 0.9019 | -0.0295 | 0.9019 | 0.9497 |
| 0.3533 | 21.6774 | 672 | 0.9109 | 0.0123 | 0.9109 | 0.9544 |
| 0.3533 | 21.7419 | 674 | 0.8746 | -0.0704 | 0.8746 | 0.9352 |
| 0.3533 | 21.8065 | 676 | 0.8701 | -0.0675 | 0.8701 | 0.9328 |
| 0.3533 | 21.8710 | 678 | 0.9050 | -0.0029 | 0.9050 | 0.9513 |
| 0.3533 | 21.9355 | 680 | 0.9132 | -0.0644 | 0.9132 | 0.9556 |
| 0.3533 | 22.0 | 682 | 0.9249 | -0.1184 | 0.9249 | 0.9617 |
| 0.3533 | 22.0645 | 684 | 1.0336 | -0.0336 | 1.0336 | 1.0167 |
| 0.3533 | 22.1290 | 686 | 1.0758 | -0.1609 | 1.0758 | 1.0372 |
| 0.3533 | 22.1935 | 688 | 1.0309 | -0.0336 | 1.0309 | 1.0153 |
| 0.3533 | 22.2581 | 690 | 0.9443 | -0.1644 | 0.9443 | 0.9718 |
| 0.3533 | 22.3226 | 692 | 0.9172 | -0.0567 | 0.9172 | 0.9577 |
| 0.3533 | 22.3871 | 694 | 0.9039 | -0.0426 | 0.9039 | 0.9507 |
| 0.3533 | 22.4516 | 696 | 0.8733 | -0.0550 | 0.8733 | 0.9345 |
| 0.3533 | 22.5161 | 698 | 0.8463 | -0.1180 | 0.8463 | 0.9199 |
| 0.3533 | 22.5806 | 700 | 0.8535 | -0.0718 | 0.8535 | 0.9239 |
| 0.3533 | 22.6452 | 702 | 0.8433 | -0.0274 | 0.8433 | 0.9183 |
| 0.3533 | 22.7097 | 704 | 0.8626 | 0.0152 | 0.8626 | 0.9288 |
| 0.3533 | 22.7742 | 706 | 0.8630 | 0.0152 | 0.8630 | 0.9290 |
| 0.3533 | 22.8387 | 708 | 0.8616 | 0.0152 | 0.8616 | 0.9282 |
| 0.3533 | 22.9032 | 710 | 0.8491 | 0.0152 | 0.8491 | 0.9215 |
| 0.3533 | 22.9677 | 712 | 0.8423 | -0.0718 | 0.8423 | 0.9177 |
| 0.3533 | 23.0323 | 714 | 0.8412 | -0.0179 | 0.8412 | 0.9172 |
| 0.3533 | 23.0968 | 716 | 0.8523 | -0.0252 | 0.8523 | 0.9232 |
| 0.3533 | 23.1613 | 718 | 0.9183 | 0.0549 | 0.9183 | 0.9583 |
| 0.3533 | 23.2258 | 720 | 1.0366 | -0.0886 | 1.0366 | 1.0181 |
| 0.3533 | 23.2903 | 722 | 1.0981 | -0.1624 | 1.0981 | 1.0479 |
| 0.3533 | 23.3548 | 724 | 1.0275 | -0.0878 | 1.0275 | 1.0136 |
| 0.3533 | 23.4194 | 726 | 0.9667 | -0.0336 | 0.9667 | 0.9832 |
| 0.3533 | 23.4839 | 728 | 0.9381 | 0.0152 | 0.9381 | 0.9686 |
| 0.3533 | 23.5484 | 730 | 0.9586 | 0.0123 | 0.9586 | 0.9791 |
| 0.3533 | 23.6129 | 732 | 1.0331 | -0.0373 | 1.0331 | 1.0164 |
| 0.3533 | 23.6774 | 734 | 1.0560 | -0.0809 | 1.0560 | 1.0276 |
| 0.3533 | 23.7419 | 736 | 1.0007 | 0.0123 | 1.0007 | 1.0003 |
| 0.3533 | 23.8065 | 738 | 0.9469 | -0.0283 | 0.9469 | 0.9731 |
| 0.3533 | 23.8710 | 740 | 0.9338 | -0.0283 | 0.9338 | 0.9663 |
| 0.3533 | 23.9355 | 742 | 0.9192 | 0.0123 | 0.9192 | 0.9587 |
| 0.3533 | 24.0 | 744 | 0.8849 | 0.0152 | 0.8849 | 0.9407 |
| 0.3533 | 24.0645 | 746 | 0.8898 | -0.0274 | 0.8898 | 0.9433 |
| 0.3533 | 24.1290 | 748 | 0.9081 | -0.0274 | 0.9081 | 0.9530 |
| 0.3533 | 24.1935 | 750 | 0.9537 | -0.0336 | 0.9537 | 0.9766 |
| 0.3533 | 24.2581 | 752 | 1.0020 | -0.1209 | 1.0020 | 1.0010 |
| 0.3533 | 24.3226 | 754 | 1.0880 | -0.1268 | 1.0880 | 1.0431 |
| 0.3533 | 24.3871 | 756 | 1.0664 | -0.1597 | 1.0664 | 1.0326 |
| 0.3533 | 24.4516 | 758 | 0.9692 | -0.0336 | 0.9692 | 0.9845 |
| 0.3533 | 24.5161 | 760 | 0.9123 | -0.0204 | 0.9123 | 0.9551 |
| 0.3533 | 24.5806 | 762 | 0.9022 | 0.0338 | 0.9022 | 0.9498 |
| 0.3533 | 24.6452 | 764 | 0.9039 | 0.0247 | 0.9039 | 0.9507 |
| 0.3533 | 24.7097 | 766 | 0.9484 | -0.0788 | 0.9484 | 0.9739 |
| 0.3533 | 24.7742 | 768 | 1.0030 | -0.1214 | 1.0030 | 1.0015 |
| 0.3533 | 24.8387 | 770 | 1.0199 | -0.0490 | 1.0199 | 1.0099 |
| 0.3533 | 24.9032 | 772 | 1.0213 | -0.1214 | 1.0213 | 1.0106 |
| 0.3533 | 24.9677 | 774 | 0.9831 | -0.0408 | 0.9831 | 0.9915 |
| 0.3533 | 25.0323 | 776 | 0.9461 | -0.0316 | 0.9461 | 0.9727 |
| 0.3533 | 25.0968 | 778 | 0.9223 | -0.0295 | 0.9223 | 0.9604 |
| 0.3533 | 25.1613 | 780 | 0.9288 | -0.0316 | 0.9288 | 0.9637 |
| 0.3533 | 25.2258 | 782 | 0.9626 | -0.1203 | 0.9626 | 0.9811 |
| 0.3533 | 25.2903 | 784 | 0.9864 | -0.1609 | 0.9864 | 0.9932 |
| 0.3533 | 25.3548 | 786 | 0.9845 | -0.1206 | 0.9845 | 0.9922 |
| 0.3533 | 25.4194 | 788 | 0.9853 | -0.1209 | 0.9853 | 0.9926 |
| 0.3533 | 25.4839 | 790 | 0.9901 | -0.1206 | 0.9901 | 0.9950 |
| 0.3533 | 25.5484 | 792 | 0.9460 | -0.0295 | 0.9460 | 0.9726 |
| 0.3533 | 25.6129 | 794 | 0.9337 | 0.0183 | 0.9337 | 0.9663 |
| 0.3533 | 25.6774 | 796 | 0.9333 | -0.0295 | 0.9333 | 0.9661 |
| 0.3533 | 25.7419 | 798 | 0.9424 | -0.0295 | 0.9424 | 0.9708 |
| 0.3533 | 25.8065 | 800 | 0.9491 | -0.0336 | 0.9491 | 0.9742 |
| 0.3533 | 25.8710 | 802 | 0.9243 | -0.0718 | 0.9243 | 0.9614 |
| 0.3533 | 25.9355 | 804 | 0.9054 | -0.0690 | 0.9054 | 0.9515 |
| 0.3533 | 26.0 | 806 | 0.9126 | -0.0690 | 0.9126 | 0.9553 |
| 0.3533 | 26.0645 | 808 | 0.9179 | -0.0704 | 0.9179 | 0.9581 |
| 0.3533 | 26.1290 | 810 | 0.9459 | -0.0351 | 0.9459 | 0.9726 |
| 0.3533 | 26.1935 | 812 | 0.9690 | -0.0351 | 0.9690 | 0.9844 |
| 0.3533 | 26.2581 | 814 | 0.9590 | -0.0351 | 0.9590 | 0.9793 |
| 0.3533 | 26.3226 | 816 | 0.9509 | -0.0766 | 0.9509 | 0.9751 |
| 0.3533 | 26.3871 | 818 | 0.9774 | -0.0351 | 0.9774 | 0.9886 |
| 0.3533 | 26.4516 | 820 | 0.9912 | -0.0351 | 0.9912 | 0.9956 |
| 0.3533 | 26.5161 | 822 | 0.9700 | -0.0371 | 0.9700 | 0.9849 |
| 0.3533 | 26.5806 | 824 | 0.9351 | 0.0191 | 0.9351 | 0.9670 |
| 0.3533 | 26.6452 | 826 | 0.9257 | -0.0675 | 0.9257 | 0.9621 |
| 0.3533 | 26.7097 | 828 | 0.9343 | -0.1916 | 0.9343 | 0.9666 |
| 0.3533 | 26.7742 | 830 | 0.9381 | -0.1916 | 0.9381 | 0.9686 |
| 0.3533 | 26.8387 | 832 | 0.9803 | -0.0336 | 0.9803 | 0.9901 |
| 0.3533 | 26.9032 | 834 | 1.0315 | 0.0346 | 1.0315 | 1.0156 |
| 0.3533 | 26.9677 | 836 | 0.9989 | -0.0390 | 0.9989 | 0.9994 |
| 0.3533 | 27.0323 | 838 | 0.9308 | -0.1580 | 0.9308 | 0.9648 |
| 0.3533 | 27.0968 | 840 | 0.8890 | -0.0612 | 0.8890 | 0.9429 |
| 0.3533 | 27.1613 | 842 | 0.8760 | -0.0612 | 0.8760 | 0.9359 |
| 0.3533 | 27.2258 | 844 | 0.8730 | -0.0612 | 0.8730 | 0.9344 |
| 0.3533 | 27.2903 | 846 | 0.9099 | -0.0766 | 0.9099 | 0.9539 |
| 0.3533 | 27.3548 | 848 | 0.9649 | 0.0043 | 0.9649 | 0.9823 |
| 0.3533 | 27.4194 | 850 | 0.9738 | 0.0071 | 0.9738 | 0.9868 |
| 0.3533 | 27.4839 | 852 | 0.9721 | 0.0071 | 0.9721 | 0.9860 |
| 0.3533 | 27.5484 | 854 | 0.9545 | -0.1184 | 0.9545 | 0.9770 |
| 0.3533 | 27.6129 | 856 | 0.9683 | -0.0743 | 0.9683 | 0.9840 |
| 0.3533 | 27.6774 | 858 | 0.9631 | -0.0274 | 0.9631 | 0.9814 |
| 0.3533 | 27.7419 | 860 | 0.9434 | -0.0643 | 0.9434 | 0.9713 |
| 0.3533 | 27.8065 | 862 | 0.9486 | -0.1643 | 0.9486 | 0.9739 |
| 0.3533 | 27.8710 | 864 | 0.9420 | -0.1047 | 0.9420 | 0.9705 |
| 0.3533 | 27.9355 | 866 | 0.9289 | -0.0179 | 0.9289 | 0.9638 |
| 0.3533 | 28.0 | 868 | 0.9611 | -0.0755 | 0.9611 | 0.9804 |
| 0.3533 | 28.0645 | 870 | 0.9938 | -0.1261 | 0.9938 | 0.9969 |
| 0.3533 | 28.1290 | 872 | 0.9776 | -0.1259 | 0.9776 | 0.9887 |
| 0.3533 | 28.1935 | 874 | 0.9367 | -0.0767 | 0.9367 | 0.9678 |
| 0.3533 | 28.2581 | 876 | 0.8793 | -0.0252 | 0.8793 | 0.9377 |
| 0.3533 | 28.3226 | 878 | 0.8763 | -0.0218 | 0.8763 | 0.9361 |
| 0.3533 | 28.3871 | 880 | 0.9064 | -0.0274 | 0.9064 | 0.9521 |
| 0.3533 | 28.4516 | 882 | 0.9407 | -0.0336 | 0.9407 | 0.9699 |
| 0.3533 | 28.5161 | 884 | 0.9534 | -0.0336 | 0.9534 | 0.9764 |
| 0.3533 | 28.5806 | 886 | 1.0113 | -0.0861 | 1.0113 | 1.0057 |
| 0.3533 | 28.6452 | 888 | 1.0409 | -0.0571 | 1.0409 | 1.0203 |
| 0.3533 | 28.7097 | 890 | 0.9732 | -0.0459 | 0.9732 | 0.9865 |
| 0.3533 | 28.7742 | 892 | 0.8858 | -0.0336 | 0.8858 | 0.9412 |
| 0.3533 | 28.8387 | 894 | 0.8741 | -0.0152 | 0.8741 | 0.9350 |
| 0.3533 | 28.9032 | 896 | 0.9187 | -0.1592 | 0.9187 | 0.9585 |
| 0.3533 | 28.9677 | 898 | 0.9273 | -0.0320 | 0.9273 | 0.9630 |
| 0.3533 | 29.0323 | 900 | 0.9098 | -0.0145 | 0.9098 | 0.9538 |
| 0.3533 | 29.0968 | 902 | 0.9336 | -0.0274 | 0.9336 | 0.9662 |
| 0.3533 | 29.1613 | 904 | 0.9914 | -0.0778 | 0.9914 | 0.9957 |
| 0.3533 | 29.2258 | 906 | 0.9897 | -0.0778 | 0.9897 | 0.9948 |
| 0.3533 | 29.2903 | 908 | 0.9499 | -0.0228 | 0.9499 | 0.9746 |
| 0.3533 | 29.3548 | 910 | 0.9433 | -0.0583 | 0.9433 | 0.9712 |
| 0.3533 | 29.4194 | 912 | 0.9514 | -0.0541 | 0.9514 | 0.9754 |
| 0.3533 | 29.4839 | 914 | 0.9378 | -0.0628 | 0.9378 | 0.9684 |
| 0.3533 | 29.5484 | 916 | 0.9562 | -0.0718 | 0.9562 | 0.9779 |
| 0.3533 | 29.6129 | 918 | 1.0413 | -0.0861 | 1.0413 | 1.0205 |
| 0.3533 | 29.6774 | 920 | 1.0750 | -0.1265 | 1.0750 | 1.0368 |
| 0.3533 | 29.7419 | 922 | 1.0658 | -0.1267 | 1.0658 | 1.0324 |
| 0.3533 | 29.8065 | 924 | 0.9986 | -0.0852 | 0.9986 | 0.9993 |
| 0.3533 | 29.8710 | 926 | 0.9165 | 0.0159 | 0.9165 | 0.9573 |
| 0.3533 | 29.9355 | 928 | 0.8667 | -0.0179 | 0.8667 | 0.9310 |
| 0.3533 | 30.0 | 930 | 0.8498 | -0.0179 | 0.8498 | 0.9218 |
| 0.3533 | 30.0645 | 932 | 0.8485 | -0.0152 | 0.8485 | 0.9211 |
| 0.3533 | 30.1290 | 934 | 0.8631 | -0.0204 | 0.8631 | 0.9290 |
| 0.3533 | 30.1935 | 936 | 0.9139 | 0.0071 | 0.9139 | 0.9560 |
| 0.3533 | 30.2581 | 938 | 0.9648 | -0.0390 | 0.9648 | 0.9822 |
| 0.3533 | 30.3226 | 940 | 1.0243 | -0.0842 | 1.0243 | 1.0121 |
| 0.3533 | 30.3871 | 942 | 0.9985 | -0.1203 | 0.9985 | 0.9993 |
| 0.3533 | 30.4516 | 944 | 0.9425 | -0.0743 | 0.9425 | 0.9708 |
| 0.3533 | 30.5161 | 946 | 0.9238 | -0.0731 | 0.9238 | 0.9611 |
| 0.3533 | 30.5806 | 948 | 0.9528 | -0.0743 | 0.9528 | 0.9761 |
| 0.3533 | 30.6452 | 950 | 1.0162 | -0.1259 | 1.0162 | 1.0080 |
| 0.3533 | 30.7097 | 952 | 1.0482 | -0.0852 | 1.0482 | 1.0238 |
| 0.3533 | 30.7742 | 954 | 1.0496 | -0.1261 | 1.0496 | 1.0245 |
| 0.3533 | 30.8387 | 956 | 0.9880 | -0.1255 | 0.9880 | 0.9940 |
| 0.3533 | 30.9032 | 958 | 0.9366 | -0.0690 | 0.9366 | 0.9678 |
| 0.3533 | 30.9677 | 960 | 0.9595 | -0.0939 | 0.9595 | 0.9795 |
| 0.3533 | 31.0323 | 962 | 1.0076 | -0.0977 | 1.0076 | 1.0038 |
| 0.3533 | 31.0968 | 964 | 1.0084 | -0.1408 | 1.0084 | 1.0042 |
| 0.3533 | 31.1613 | 966 | 0.9870 | -0.0898 | 0.9870 | 0.9935 |
| 0.3533 | 31.2258 | 968 | 1.0064 | -0.0731 | 1.0064 | 1.0032 |
| 0.3533 | 31.2903 | 970 | 1.0557 | -0.1257 | 1.0557 | 1.0275 |
| 0.3533 | 31.3548 | 972 | 1.0836 | -0.1263 | 1.0836 | 1.0410 |
| 0.3533 | 31.4194 | 974 | 1.0738 | -0.1267 | 1.0738 | 1.0362 |
| 0.3533 | 31.4839 | 976 | 1.0154 | -0.0842 | 1.0154 | 1.0077 |
| 0.3533 | 31.5484 | 978 | 0.9223 | -0.0331 | 0.9223 | 0.9604 |
| 0.3533 | 31.6129 | 980 | 0.8939 | 0.0191 | 0.8939 | 0.9454 |
| 0.3533 | 31.6774 | 982 | 0.8952 | -0.0252 | 0.8952 | 0.9462 |
| 0.3533 | 31.7419 | 984 | 0.9142 | -0.0252 | 0.9142 | 0.9562 |
| 0.3533 | 31.8065 | 986 | 0.9285 | -0.0274 | 0.9285 | 0.9636 |
| 0.3533 | 31.8710 | 988 | 0.9123 | -0.0252 | 0.9123 | 0.9552 |
| 0.3533 | 31.9355 | 990 | 0.9133 | -0.0252 | 0.9133 | 0.9557 |
| 0.3533 | 32.0 | 992 | 0.9313 | -0.0295 | 0.9313 | 0.9651 |
| 0.3533 | 32.0645 | 994 | 0.9419 | -0.0295 | 0.9419 | 0.9705 |
| 0.3533 | 32.1290 | 996 | 0.9703 | -0.0351 | 0.9703 | 0.9850 |
| 0.3533 | 32.1935 | 998 | 0.9629 | -0.0351 | 0.9629 | 0.9813 |
| 0.069 | 32.2581 | 1000 | 0.9252 | -0.0204 | 0.9252 | 0.9619 |
| 0.069 | 32.3226 | 1002 | 0.9238 | -0.0179 | 0.9238 | 0.9611 |
| 0.069 | 32.3871 | 1004 | 0.9505 | -0.1395 | 0.9505 | 0.9750 |
| 0.069 | 32.4516 | 1006 | 0.9592 | -0.1459 | 0.9592 | 0.9794 |
| 0.069 | 32.5161 | 1008 | 0.9613 | -0.1060 | 0.9613 | 0.9804 |
| 0.069 | 32.5806 | 1010 | 0.9682 | -0.0204 | 0.9682 | 0.9840 |
| 0.069 | 32.6452 | 1012 | 0.9613 | -0.0204 | 0.9613 | 0.9805 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
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