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---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k3_task1_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k3_task1_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: 1.0487
- Qwk: 0.5865
- Mse: 1.0487
- Rmse: 1.0240
## 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 | 0.0870 | 2 | 7.4125 | -0.0105 | 7.4125 | 2.7226 |
| No log | 0.1739 | 4 | 4.4820 | 0.0653 | 4.4820 | 2.1171 |
| No log | 0.2609 | 6 | 3.2784 | 0.1053 | 3.2784 | 1.8106 |
| No log | 0.3478 | 8 | 2.3932 | 0.0667 | 2.3932 | 1.5470 |
| No log | 0.4348 | 10 | 1.9334 | 0.2281 | 1.9334 | 1.3905 |
| No log | 0.5217 | 12 | 1.7541 | 0.1682 | 1.7541 | 1.3244 |
| No log | 0.6087 | 14 | 1.8758 | 0.0190 | 1.8758 | 1.3696 |
| No log | 0.6957 | 16 | 1.9690 | 0.0377 | 1.9690 | 1.4032 |
| No log | 0.7826 | 18 | 1.7646 | 0.0935 | 1.7646 | 1.3284 |
| No log | 0.8696 | 20 | 1.6722 | 0.1284 | 1.6722 | 1.2932 |
| No log | 0.9565 | 22 | 1.7546 | 0.0 | 1.7546 | 1.3246 |
| No log | 1.0435 | 24 | 1.8859 | 0.0690 | 1.8859 | 1.3733 |
| No log | 1.1304 | 26 | 1.6124 | 0.2241 | 1.6124 | 1.2698 |
| No log | 1.2174 | 28 | 1.4493 | 0.3220 | 1.4493 | 1.2039 |
| No log | 1.3043 | 30 | 1.4758 | 0.3810 | 1.4758 | 1.2148 |
| No log | 1.3913 | 32 | 1.5941 | 0.2727 | 1.5941 | 1.2626 |
| No log | 1.4783 | 34 | 1.4954 | 0.3053 | 1.4954 | 1.2229 |
| No log | 1.5652 | 36 | 1.4699 | 0.3939 | 1.4699 | 1.2124 |
| No log | 1.6522 | 38 | 1.4306 | 0.4122 | 1.4306 | 1.1961 |
| No log | 1.7391 | 40 | 1.2241 | 0.5469 | 1.2241 | 1.1064 |
| No log | 1.8261 | 42 | 1.1861 | 0.528 | 1.1861 | 1.0891 |
| No log | 1.9130 | 44 | 1.2081 | 0.5197 | 1.2081 | 1.0991 |
| No log | 2.0 | 46 | 1.4915 | 0.3740 | 1.4915 | 1.2213 |
| No log | 2.0870 | 48 | 1.7769 | 0.2946 | 1.7769 | 1.3330 |
| No log | 2.1739 | 50 | 1.4284 | 0.3770 | 1.4284 | 1.1951 |
| No log | 2.2609 | 52 | 1.0527 | 0.5312 | 1.0527 | 1.0260 |
| No log | 2.3478 | 54 | 0.9940 | 0.5469 | 0.9940 | 0.9970 |
| No log | 2.4348 | 56 | 0.9299 | 0.6370 | 0.9299 | 0.9643 |
| No log | 2.5217 | 58 | 0.8747 | 0.6809 | 0.8747 | 0.9352 |
| No log | 2.6087 | 60 | 0.8423 | 0.6620 | 0.8423 | 0.9178 |
| No log | 2.6957 | 62 | 0.8242 | 0.6377 | 0.8242 | 0.9078 |
| No log | 2.7826 | 64 | 0.9059 | 0.6571 | 0.9059 | 0.9518 |
| No log | 2.8696 | 66 | 1.3000 | 0.5211 | 1.3000 | 1.1402 |
| No log | 2.9565 | 68 | 1.2904 | 0.5036 | 1.2904 | 1.1359 |
| No log | 3.0435 | 70 | 1.0572 | 0.5846 | 1.0572 | 1.0282 |
| No log | 3.1304 | 72 | 1.1174 | 0.4793 | 1.1174 | 1.0571 |
| No log | 3.2174 | 74 | 1.2146 | 0.5039 | 1.2146 | 1.1021 |
| No log | 3.3043 | 76 | 0.9455 | 0.6569 | 0.9455 | 0.9723 |
| No log | 3.3913 | 78 | 1.0882 | 0.5674 | 1.0882 | 1.0432 |
| No log | 3.4783 | 80 | 1.1325 | 0.6081 | 1.1325 | 1.0642 |
| No log | 3.5652 | 82 | 1.0972 | 0.5638 | 1.0972 | 1.0475 |
| No log | 3.6522 | 84 | 1.0768 | 0.5638 | 1.0768 | 1.0377 |
| No log | 3.7391 | 86 | 0.9908 | 0.6099 | 0.9908 | 0.9954 |
| No log | 3.8261 | 88 | 0.9457 | 0.6618 | 0.9457 | 0.9725 |
| No log | 3.9130 | 90 | 0.9301 | 0.6471 | 0.9301 | 0.9644 |
| No log | 4.0 | 92 | 0.9499 | 0.6418 | 0.9499 | 0.9747 |
| No log | 4.0870 | 94 | 0.9995 | 0.5865 | 0.9995 | 0.9997 |
| No log | 4.1739 | 96 | 0.9546 | 0.6043 | 0.9546 | 0.9771 |
| No log | 4.2609 | 98 | 0.8041 | 0.6716 | 0.8041 | 0.8967 |
| No log | 4.3478 | 100 | 0.7806 | 0.7299 | 0.7806 | 0.8835 |
| No log | 4.4348 | 102 | 0.7149 | 0.6993 | 0.7149 | 0.8455 |
| No log | 4.5217 | 104 | 0.8283 | 0.6980 | 0.8283 | 0.9101 |
| No log | 4.6087 | 106 | 0.7026 | 0.7297 | 0.7026 | 0.8382 |
| No log | 4.6957 | 108 | 0.6519 | 0.7606 | 0.6519 | 0.8074 |
| No log | 4.7826 | 110 | 0.6532 | 0.7483 | 0.6532 | 0.8082 |
| No log | 4.8696 | 112 | 0.7586 | 0.7484 | 0.7586 | 0.8710 |
| No log | 4.9565 | 114 | 0.7689 | 0.7403 | 0.7689 | 0.8769 |
| No log | 5.0435 | 116 | 0.7999 | 0.7075 | 0.7999 | 0.8944 |
| No log | 5.1304 | 118 | 0.8343 | 0.6857 | 0.8343 | 0.9134 |
| No log | 5.2174 | 120 | 0.8219 | 0.6857 | 0.8219 | 0.9066 |
| No log | 5.3043 | 122 | 0.8075 | 0.6618 | 0.8075 | 0.8986 |
| No log | 5.3913 | 124 | 0.8583 | 0.6906 | 0.8583 | 0.9264 |
| No log | 5.4783 | 126 | 0.8867 | 0.7042 | 0.8867 | 0.9417 |
| No log | 5.5652 | 128 | 0.9122 | 0.7297 | 0.9122 | 0.9551 |
| No log | 5.6522 | 130 | 0.8947 | 0.7075 | 0.8947 | 0.9459 |
| No log | 5.7391 | 132 | 0.8304 | 0.6897 | 0.8304 | 0.9112 |
| No log | 5.8261 | 134 | 0.8189 | 0.6466 | 0.8189 | 0.9049 |
| No log | 5.9130 | 136 | 0.8288 | 0.6667 | 0.8288 | 0.9104 |
| No log | 6.0 | 138 | 0.8461 | 0.6565 | 0.8461 | 0.9199 |
| No log | 6.0870 | 140 | 0.9121 | 0.6567 | 0.9121 | 0.9550 |
| No log | 6.1739 | 142 | 1.1085 | 0.6456 | 1.1085 | 1.0528 |
| No log | 6.2609 | 144 | 1.0316 | 0.6043 | 1.0316 | 1.0157 |
| No log | 6.3478 | 146 | 1.1155 | 0.5564 | 1.1155 | 1.0561 |
| No log | 6.4348 | 148 | 1.0531 | 0.5970 | 1.0531 | 1.0262 |
| No log | 6.5217 | 150 | 0.9737 | 0.6377 | 0.9737 | 0.9868 |
| No log | 6.6087 | 152 | 0.9903 | 0.6522 | 0.9903 | 0.9951 |
| No log | 6.6957 | 154 | 1.0460 | 0.6331 | 1.0460 | 1.0228 |
| No log | 6.7826 | 156 | 0.9540 | 0.6515 | 0.9540 | 0.9767 |
| No log | 6.8696 | 158 | 0.8812 | 0.6016 | 0.8812 | 0.9387 |
| No log | 6.9565 | 160 | 0.9658 | 0.6 | 0.9658 | 0.9828 |
| No log | 7.0435 | 162 | 0.9021 | 0.5984 | 0.9021 | 0.9498 |
| No log | 7.1304 | 164 | 0.8764 | 0.6418 | 0.8764 | 0.9362 |
| No log | 7.2174 | 166 | 1.2361 | 0.5890 | 1.2361 | 1.1118 |
| No log | 7.3043 | 168 | 1.4899 | 0.4756 | 1.4899 | 1.2206 |
| No log | 7.3913 | 170 | 1.3077 | 0.5926 | 1.3077 | 1.1435 |
| No log | 7.4783 | 172 | 0.9393 | 0.6471 | 0.9393 | 0.9692 |
| No log | 7.5652 | 174 | 0.8628 | 0.6176 | 0.8628 | 0.9289 |
| No log | 7.6522 | 176 | 0.8564 | 0.6260 | 0.8564 | 0.9254 |
| No log | 7.7391 | 178 | 0.8703 | 0.6418 | 0.8703 | 0.9329 |
| No log | 7.8261 | 180 | 0.9548 | 0.6370 | 0.9548 | 0.9772 |
| No log | 7.9130 | 182 | 0.9717 | 0.6212 | 0.9717 | 0.9858 |
| No log | 8.0 | 184 | 0.9978 | 0.6212 | 0.9978 | 0.9989 |
| No log | 8.0870 | 186 | 1.0434 | 0.6047 | 1.0434 | 1.0214 |
| No log | 8.1739 | 188 | 1.0161 | 0.6154 | 1.0161 | 1.0080 |
| No log | 8.2609 | 190 | 0.9728 | 0.5873 | 0.9728 | 0.9863 |
| No log | 8.3478 | 192 | 0.8851 | 0.5827 | 0.8851 | 0.9408 |
| No log | 8.4348 | 194 | 0.8290 | 0.6412 | 0.8290 | 0.9105 |
| No log | 8.5217 | 196 | 0.8759 | 0.6418 | 0.8759 | 0.9359 |
| No log | 8.6087 | 198 | 0.9550 | 0.6897 | 0.9550 | 0.9772 |
| No log | 8.6957 | 200 | 0.8631 | 0.7083 | 0.8631 | 0.9290 |
| No log | 8.7826 | 202 | 0.7349 | 0.6667 | 0.7349 | 0.8573 |
| No log | 8.8696 | 204 | 0.7109 | 0.6615 | 0.7109 | 0.8432 |
| No log | 8.9565 | 206 | 0.7033 | 0.7164 | 0.7033 | 0.8386 |
| No log | 9.0435 | 208 | 0.7880 | 0.7042 | 0.7880 | 0.8877 |
| No log | 9.1304 | 210 | 1.0131 | 0.7013 | 1.0131 | 1.0065 |
| No log | 9.2174 | 212 | 1.0526 | 0.6536 | 1.0526 | 1.0260 |
| No log | 9.3043 | 214 | 0.9752 | 0.6286 | 0.9752 | 0.9875 |
| No log | 9.3913 | 216 | 0.8577 | 0.6519 | 0.8577 | 0.9261 |
| No log | 9.4783 | 218 | 0.7437 | 0.7007 | 0.7437 | 0.8624 |
| No log | 9.5652 | 220 | 0.7463 | 0.7391 | 0.7463 | 0.8639 |
| No log | 9.6522 | 222 | 0.8815 | 0.6429 | 0.8815 | 0.9389 |
| No log | 9.7391 | 224 | 0.8133 | 0.6714 | 0.8133 | 0.9018 |
| No log | 9.8261 | 226 | 0.8135 | 0.7550 | 0.8135 | 0.9019 |
| No log | 9.9130 | 228 | 1.0100 | 0.6395 | 1.0100 | 1.0050 |
| No log | 10.0 | 230 | 1.0023 | 0.6707 | 1.0023 | 1.0012 |
| No log | 10.0870 | 232 | 0.8774 | 0.7133 | 0.8774 | 0.9367 |
| No log | 10.1739 | 234 | 0.9045 | 0.6617 | 0.9045 | 0.9510 |
| No log | 10.2609 | 236 | 0.8751 | 0.6866 | 0.8751 | 0.9355 |
| No log | 10.3478 | 238 | 0.8216 | 0.7023 | 0.8216 | 0.9064 |
| No log | 10.4348 | 240 | 0.7860 | 0.7023 | 0.7860 | 0.8866 |
| No log | 10.5217 | 242 | 0.7637 | 0.7143 | 0.7637 | 0.8739 |
| No log | 10.6087 | 244 | 0.7258 | 0.7448 | 0.7258 | 0.8519 |
| No log | 10.6957 | 246 | 0.7007 | 0.7518 | 0.7007 | 0.8371 |
| No log | 10.7826 | 248 | 0.6962 | 0.7671 | 0.6962 | 0.8344 |
| No log | 10.8696 | 250 | 0.6896 | 0.7206 | 0.6896 | 0.8304 |
| No log | 10.9565 | 252 | 0.7407 | 0.7153 | 0.7407 | 0.8606 |
| No log | 11.0435 | 254 | 0.7544 | 0.7015 | 0.7544 | 0.8685 |
| No log | 11.1304 | 256 | 0.7822 | 0.6917 | 0.7822 | 0.8844 |
| No log | 11.2174 | 258 | 0.8523 | 0.6620 | 0.8523 | 0.9232 |
| No log | 11.3043 | 260 | 0.8824 | 0.7013 | 0.8824 | 0.9394 |
| No log | 11.3913 | 262 | 0.9070 | 0.6994 | 0.9070 | 0.9523 |
| No log | 11.4783 | 264 | 0.8619 | 0.7013 | 0.8619 | 0.9284 |
| No log | 11.5652 | 266 | 0.7618 | 0.7286 | 0.7618 | 0.8728 |
| No log | 11.6522 | 268 | 0.7708 | 0.6718 | 0.7708 | 0.8779 |
| No log | 11.7391 | 270 | 0.8008 | 0.6357 | 0.8008 | 0.8949 |
| No log | 11.8261 | 272 | 0.8703 | 0.6617 | 0.8703 | 0.9329 |
| No log | 11.9130 | 274 | 0.9323 | 0.6277 | 0.9323 | 0.9655 |
| No log | 12.0 | 276 | 0.9046 | 0.7034 | 0.9046 | 0.9511 |
| No log | 12.0870 | 278 | 0.7837 | 0.6857 | 0.7837 | 0.8853 |
| No log | 12.1739 | 280 | 0.7417 | 0.7050 | 0.7417 | 0.8612 |
| No log | 12.2609 | 282 | 0.7920 | 0.7308 | 0.7920 | 0.8900 |
| No log | 12.3478 | 284 | 0.8139 | 0.6846 | 0.8139 | 0.9022 |
| No log | 12.4348 | 286 | 0.8760 | 0.6515 | 0.8760 | 0.9359 |
| No log | 12.5217 | 288 | 0.8912 | 0.6565 | 0.8912 | 0.9440 |
| No log | 12.6087 | 290 | 0.8415 | 0.6565 | 0.8415 | 0.9173 |
| No log | 12.6957 | 292 | 0.8497 | 0.6565 | 0.8497 | 0.9218 |
| No log | 12.7826 | 294 | 0.9147 | 0.6525 | 0.9147 | 0.9564 |
| No log | 12.8696 | 296 | 0.9363 | 0.6667 | 0.9363 | 0.9677 |
| No log | 12.9565 | 298 | 0.9916 | 0.6282 | 0.9916 | 0.9958 |
| No log | 13.0435 | 300 | 0.9016 | 0.6538 | 0.9016 | 0.9495 |
| No log | 13.1304 | 302 | 0.7454 | 0.7059 | 0.7454 | 0.8633 |
| No log | 13.2174 | 304 | 0.7282 | 0.6917 | 0.7282 | 0.8533 |
| No log | 13.3043 | 306 | 0.7685 | 0.6917 | 0.7685 | 0.8767 |
| No log | 13.3913 | 308 | 0.8171 | 0.6667 | 0.8171 | 0.9039 |
| No log | 13.4783 | 310 | 0.8145 | 0.6917 | 0.8145 | 0.9025 |
| No log | 13.5652 | 312 | 0.8399 | 0.6716 | 0.8399 | 0.9165 |
| No log | 13.6522 | 314 | 0.8201 | 0.6917 | 0.8201 | 0.9056 |
| No log | 13.7391 | 316 | 0.8473 | 0.6818 | 0.8473 | 0.9205 |
| No log | 13.8261 | 318 | 0.8698 | 0.6818 | 0.8698 | 0.9326 |
| No log | 13.9130 | 320 | 0.9499 | 0.5954 | 0.9499 | 0.9746 |
| No log | 14.0 | 322 | 1.0469 | 0.6225 | 1.0469 | 1.0232 |
| No log | 14.0870 | 324 | 1.0576 | 0.6543 | 1.0576 | 1.0284 |
| No log | 14.1739 | 326 | 0.9579 | 0.6579 | 0.9579 | 0.9787 |
| No log | 14.2609 | 328 | 0.8376 | 0.6324 | 0.8376 | 0.9152 |
| No log | 14.3478 | 330 | 0.8311 | 0.6349 | 0.8311 | 0.9116 |
| No log | 14.4348 | 332 | 0.8453 | 0.6299 | 0.8453 | 0.9194 |
| No log | 14.5217 | 334 | 0.8060 | 0.6142 | 0.8060 | 0.8978 |
| No log | 14.6087 | 336 | 0.8216 | 0.7259 | 0.8216 | 0.9064 |
| No log | 14.6957 | 338 | 0.9832 | 0.6309 | 0.9832 | 0.9915 |
| No log | 14.7826 | 340 | 1.0963 | 0.6203 | 1.0963 | 1.0471 |
| No log | 14.8696 | 342 | 1.0021 | 0.6309 | 1.0021 | 1.0010 |
| No log | 14.9565 | 344 | 0.8279 | 0.6277 | 0.8279 | 0.9099 |
| No log | 15.0435 | 346 | 0.7567 | 0.7059 | 0.7567 | 0.8699 |
| No log | 15.1304 | 348 | 0.7425 | 0.7143 | 0.7425 | 0.8617 |
| No log | 15.2174 | 350 | 0.7841 | 0.6479 | 0.7841 | 0.8855 |
| No log | 15.3043 | 352 | 0.8378 | 0.6383 | 0.8378 | 0.9153 |
| No log | 15.3913 | 354 | 0.8867 | 0.6486 | 0.8867 | 0.9417 |
| No log | 15.4783 | 356 | 0.8567 | 0.6383 | 0.8567 | 0.9256 |
| No log | 15.5652 | 358 | 0.8945 | 0.6338 | 0.8945 | 0.9458 |
| No log | 15.6522 | 360 | 0.9453 | 0.6345 | 0.9453 | 0.9723 |
| No log | 15.7391 | 362 | 0.9103 | 0.6241 | 0.9103 | 0.9541 |
| No log | 15.8261 | 364 | 0.8790 | 0.6406 | 0.8790 | 0.9376 |
| No log | 15.9130 | 366 | 0.8283 | 0.6716 | 0.8283 | 0.9101 |
| No log | 16.0 | 368 | 0.7810 | 0.6716 | 0.7810 | 0.8838 |
| No log | 16.0870 | 370 | 0.8217 | 0.6667 | 0.8217 | 0.9065 |
| No log | 16.1739 | 372 | 0.9167 | 0.6667 | 0.9167 | 0.9575 |
| No log | 16.2609 | 374 | 0.9588 | 0.6790 | 0.9588 | 0.9792 |
| No log | 16.3478 | 376 | 0.8971 | 0.6622 | 0.8971 | 0.9471 |
| No log | 16.4348 | 378 | 0.8399 | 0.6316 | 0.8399 | 0.9165 |
| No log | 16.5217 | 380 | 0.8435 | 0.6617 | 0.8435 | 0.9184 |
| No log | 16.6087 | 382 | 0.8896 | 0.6462 | 0.8896 | 0.9432 |
| No log | 16.6957 | 384 | 0.9365 | 0.6412 | 0.9365 | 0.9677 |
| No log | 16.7826 | 386 | 0.9773 | 0.6316 | 0.9773 | 0.9886 |
| No log | 16.8696 | 388 | 1.0050 | 0.6522 | 1.0050 | 1.0025 |
| No log | 16.9565 | 390 | 0.9172 | 0.6667 | 0.9172 | 0.9577 |
| No log | 17.0435 | 392 | 0.8071 | 0.6714 | 0.8071 | 0.8984 |
| No log | 17.1304 | 394 | 0.7718 | 0.6806 | 0.7718 | 0.8785 |
| No log | 17.2174 | 396 | 0.7294 | 0.6620 | 0.7294 | 0.8540 |
| No log | 17.3043 | 398 | 0.7701 | 0.6713 | 0.7701 | 0.8776 |
| No log | 17.3913 | 400 | 0.8400 | 0.6522 | 0.8400 | 0.9165 |
| No log | 17.4783 | 402 | 0.9180 | 0.6565 | 0.9180 | 0.9581 |
| No log | 17.5652 | 404 | 0.9859 | 0.6565 | 0.9859 | 0.9929 |
| No log | 17.6522 | 406 | 1.0080 | 0.6308 | 1.0080 | 1.0040 |
| No log | 17.7391 | 408 | 0.9655 | 0.6565 | 0.9655 | 0.9826 |
| No log | 17.8261 | 410 | 0.9517 | 0.6565 | 0.9517 | 0.9755 |
| No log | 17.9130 | 412 | 0.9728 | 0.6475 | 0.9728 | 0.9863 |
| No log | 18.0 | 414 | 1.0469 | 0.6709 | 1.0469 | 1.0232 |
| No log | 18.0870 | 416 | 1.0045 | 0.6709 | 1.0045 | 1.0022 |
| No log | 18.1739 | 418 | 0.8679 | 0.6438 | 0.8679 | 0.9316 |
| No log | 18.2609 | 420 | 0.7956 | 0.6866 | 0.7956 | 0.8920 |
| No log | 18.3478 | 422 | 0.7946 | 0.6617 | 0.7946 | 0.8914 |
| No log | 18.4348 | 424 | 0.8260 | 0.6767 | 0.8260 | 0.9088 |
| No log | 18.5217 | 426 | 0.9148 | 0.6515 | 0.9148 | 0.9565 |
| No log | 18.6087 | 428 | 1.0174 | 0.6131 | 1.0174 | 1.0087 |
| No log | 18.6957 | 430 | 1.0598 | 0.5972 | 1.0598 | 1.0295 |
| No log | 18.7826 | 432 | 0.9737 | 0.6479 | 0.9737 | 0.9868 |
| No log | 18.8696 | 434 | 0.8428 | 0.6567 | 0.8428 | 0.9180 |
| No log | 18.9565 | 436 | 0.7358 | 0.7068 | 0.7358 | 0.8578 |
| No log | 19.0435 | 438 | 0.7096 | 0.7556 | 0.7096 | 0.8424 |
| No log | 19.1304 | 440 | 0.7242 | 0.6963 | 0.7242 | 0.8510 |
| No log | 19.2174 | 442 | 0.7786 | 0.6809 | 0.7786 | 0.8824 |
| No log | 19.3043 | 444 | 0.8742 | 0.6571 | 0.8742 | 0.9350 |
| No log | 19.3913 | 446 | 0.9697 | 0.6197 | 0.9697 | 0.9847 |
| No log | 19.4783 | 448 | 1.0839 | 0.6014 | 1.0839 | 1.0411 |
| No log | 19.5652 | 450 | 1.0604 | 0.6029 | 1.0604 | 1.0297 |
| No log | 19.6522 | 452 | 0.9942 | 0.6418 | 0.9942 | 0.9971 |
| No log | 19.7391 | 454 | 0.9184 | 0.6515 | 0.9184 | 0.9583 |
| No log | 19.8261 | 456 | 0.8797 | 0.6765 | 0.8797 | 0.9379 |
| No log | 19.9130 | 458 | 0.8976 | 0.6761 | 0.8976 | 0.9474 |
| No log | 20.0 | 460 | 0.8974 | 0.6759 | 0.8974 | 0.9473 |
| No log | 20.0870 | 462 | 0.8473 | 0.6761 | 0.8473 | 0.9205 |
| No log | 20.1739 | 464 | 0.8399 | 0.6567 | 0.8399 | 0.9164 |
| No log | 20.2609 | 466 | 0.8565 | 0.6718 | 0.8565 | 0.9255 |
| No log | 20.3478 | 468 | 0.8790 | 0.6769 | 0.8790 | 0.9376 |
| No log | 20.4348 | 470 | 0.9125 | 0.6466 | 0.9125 | 0.9553 |
| No log | 20.5217 | 472 | 0.9303 | 0.6418 | 0.9303 | 0.9645 |
| No log | 20.6087 | 474 | 0.9265 | 0.6565 | 0.9265 | 0.9626 |
| No log | 20.6957 | 476 | 0.9467 | 0.6222 | 0.9467 | 0.9730 |
| No log | 20.7826 | 478 | 0.9337 | 0.6569 | 0.9337 | 0.9663 |
| No log | 20.8696 | 480 | 0.9088 | 0.6565 | 0.9088 | 0.9533 |
| No log | 20.9565 | 482 | 0.8925 | 0.6094 | 0.8925 | 0.9447 |
| No log | 21.0435 | 484 | 0.8984 | 0.5984 | 0.8984 | 0.9478 |
| No log | 21.1304 | 486 | 0.8964 | 0.6094 | 0.8964 | 0.9468 |
| No log | 21.2174 | 488 | 0.8970 | 0.6718 | 0.8970 | 0.9471 |
| No log | 21.3043 | 490 | 0.9269 | 0.6269 | 0.9269 | 0.9627 |
| No log | 21.3913 | 492 | 0.9988 | 0.6573 | 0.9988 | 0.9994 |
| No log | 21.4783 | 494 | 1.0490 | 0.5954 | 1.0490 | 1.0242 |
| No log | 21.5652 | 496 | 1.0535 | 0.6094 | 1.0535 | 1.0264 |
| No log | 21.6522 | 498 | 1.0359 | 0.6047 | 1.0359 | 1.0178 |
| 0.3368 | 21.7391 | 500 | 1.0071 | 0.6047 | 1.0071 | 1.0036 |
| 0.3368 | 21.8261 | 502 | 0.9928 | 0.6667 | 0.9928 | 0.9964 |
| 0.3368 | 21.9130 | 504 | 0.9910 | 0.6667 | 0.9910 | 0.9955 |
| 0.3368 | 22.0 | 506 | 0.9665 | 0.6619 | 0.9665 | 0.9831 |
| 0.3368 | 22.0870 | 508 | 0.9215 | 0.6619 | 0.9215 | 0.9600 |
| 0.3368 | 22.1739 | 510 | 0.9110 | 0.6620 | 0.9110 | 0.9545 |
| 0.3368 | 22.2609 | 512 | 0.9026 | 0.6471 | 0.9026 | 0.9501 |
| 0.3368 | 22.3478 | 514 | 0.8756 | 0.6767 | 0.8756 | 0.9357 |
| 0.3368 | 22.4348 | 516 | 0.8573 | 0.6565 | 0.8573 | 0.9259 |
| 0.3368 | 22.5217 | 518 | 0.8606 | 0.6818 | 0.8606 | 0.9277 |
| 0.3368 | 22.6087 | 520 | 0.8534 | 0.6866 | 0.8534 | 0.9238 |
| 0.3368 | 22.6957 | 522 | 0.8279 | 0.6815 | 0.8279 | 0.9099 |
| 0.3368 | 22.7826 | 524 | 0.8151 | 0.6815 | 0.8151 | 0.9028 |
| 0.3368 | 22.8696 | 526 | 0.7495 | 0.7059 | 0.7495 | 0.8658 |
| 0.3368 | 22.9565 | 528 | 0.7052 | 0.7015 | 0.7052 | 0.8398 |
| 0.3368 | 23.0435 | 530 | 0.6968 | 0.7259 | 0.6968 | 0.8348 |
| 0.3368 | 23.1304 | 532 | 0.7105 | 0.7111 | 0.7105 | 0.8429 |
| 0.3368 | 23.2174 | 534 | 0.7248 | 0.7164 | 0.7248 | 0.8514 |
| 0.3368 | 23.3043 | 536 | 0.7427 | 0.7368 | 0.7427 | 0.8618 |
| 0.3368 | 23.3913 | 538 | 0.7779 | 0.7368 | 0.7779 | 0.8820 |
| 0.3368 | 23.4783 | 540 | 0.7825 | 0.7164 | 0.7825 | 0.8846 |
| 0.3368 | 23.5652 | 542 | 0.8184 | 0.7059 | 0.8184 | 0.9046 |
| 0.3368 | 23.6522 | 544 | 0.8512 | 0.6812 | 0.8512 | 0.9226 |
| 0.3368 | 23.7391 | 546 | 0.8666 | 0.6763 | 0.8666 | 0.9309 |
| 0.3368 | 23.8261 | 548 | 0.8685 | 0.6763 | 0.8685 | 0.9319 |
| 0.3368 | 23.9130 | 550 | 0.8250 | 0.6906 | 0.8250 | 0.9083 |
| 0.3368 | 24.0 | 552 | 0.8100 | 0.6870 | 0.8100 | 0.9000 |
| 0.3368 | 24.0870 | 554 | 0.8417 | 0.6912 | 0.8417 | 0.9174 |
| 0.3368 | 24.1739 | 556 | 0.9049 | 0.6861 | 0.9049 | 0.9513 |
| 0.3368 | 24.2609 | 558 | 0.9567 | 0.6861 | 0.9567 | 0.9781 |
| 0.3368 | 24.3478 | 560 | 1.0059 | 0.6212 | 1.0059 | 1.0029 |
| 0.3368 | 24.4348 | 562 | 1.0672 | 0.5970 | 1.0672 | 1.0330 |
| 0.3368 | 24.5217 | 564 | 1.0634 | 0.5839 | 1.0634 | 1.0312 |
| 0.3368 | 24.6087 | 566 | 0.9847 | 0.6912 | 0.9847 | 0.9923 |
| 0.3368 | 24.6957 | 568 | 0.9317 | 0.6818 | 0.9317 | 0.9652 |
| 0.3368 | 24.7826 | 570 | 0.8879 | 0.6457 | 0.8879 | 0.9423 |
| 0.3368 | 24.8696 | 572 | 0.9091 | 0.6190 | 0.9091 | 0.9535 |
| 0.3368 | 24.9565 | 574 | 0.9209 | 0.6190 | 0.9209 | 0.9596 |
| 0.3368 | 25.0435 | 576 | 0.9155 | 0.6190 | 0.9155 | 0.9568 |
| 0.3368 | 25.1304 | 578 | 0.9366 | 0.6769 | 0.9366 | 0.9678 |
| 0.3368 | 25.2174 | 580 | 0.9826 | 0.6324 | 0.9826 | 0.9913 |
| 0.3368 | 25.3043 | 582 | 1.0138 | 0.6176 | 1.0138 | 1.0069 |
| 0.3368 | 25.3913 | 584 | 1.0280 | 0.6259 | 1.0280 | 1.0139 |
| 0.3368 | 25.4783 | 586 | 0.9802 | 0.6351 | 0.9802 | 0.9901 |
| 0.3368 | 25.5652 | 588 | 0.8971 | 0.6286 | 0.8971 | 0.9471 |
| 0.3368 | 25.6522 | 590 | 0.8707 | 0.6222 | 0.8707 | 0.9331 |
| 0.3368 | 25.7391 | 592 | 0.8536 | 0.6515 | 0.8536 | 0.9239 |
| 0.3368 | 25.8261 | 594 | 0.8747 | 0.6260 | 0.8747 | 0.9353 |
| 0.3368 | 25.9130 | 596 | 0.8851 | 0.6615 | 0.8851 | 0.9408 |
| 0.3368 | 26.0 | 598 | 0.8995 | 0.6308 | 0.8995 | 0.9484 |
| 0.3368 | 26.0870 | 600 | 0.9588 | 0.6475 | 0.9588 | 0.9792 |
| 0.3368 | 26.1739 | 602 | 0.9964 | 0.6154 | 0.9964 | 0.9982 |
| 0.3368 | 26.2609 | 604 | 0.9682 | 0.6154 | 0.9682 | 0.9840 |
| 0.3368 | 26.3478 | 606 | 0.8920 | 0.6857 | 0.8920 | 0.9444 |
| 0.3368 | 26.4348 | 608 | 0.8504 | 0.6364 | 0.8504 | 0.9222 |
| 0.3368 | 26.5217 | 610 | 0.8323 | 0.6364 | 0.8323 | 0.9123 |
| 0.3368 | 26.6087 | 612 | 0.8167 | 0.6565 | 0.8167 | 0.9037 |
| 0.3368 | 26.6957 | 614 | 0.8080 | 0.6615 | 0.8080 | 0.8989 |
| 0.3368 | 26.7826 | 616 | 0.8147 | 0.6870 | 0.8147 | 0.9026 |
| 0.3368 | 26.8696 | 618 | 0.8194 | 0.6815 | 0.8194 | 0.9052 |
| 0.3368 | 26.9565 | 620 | 0.8719 | 0.6107 | 0.8719 | 0.9338 |
| 0.3368 | 27.0435 | 622 | 0.9201 | 0.6187 | 0.9201 | 0.9592 |
| 0.3368 | 27.1304 | 624 | 0.9208 | 0.6716 | 0.9208 | 0.9596 |
| 0.3368 | 27.2174 | 626 | 0.8938 | 0.6866 | 0.8938 | 0.9454 |
| 0.3368 | 27.3043 | 628 | 0.8586 | 0.6963 | 0.8586 | 0.9266 |
| 0.3368 | 27.3913 | 630 | 0.8260 | 0.7259 | 0.8260 | 0.9088 |
| 0.3368 | 27.4783 | 632 | 0.7860 | 0.7259 | 0.7860 | 0.8866 |
| 0.3368 | 27.5652 | 634 | 0.7890 | 0.7259 | 0.7890 | 0.8883 |
| 0.3368 | 27.6522 | 636 | 0.8118 | 0.7164 | 0.8118 | 0.9010 |
| 0.3368 | 27.7391 | 638 | 0.8716 | 0.7007 | 0.8716 | 0.9336 |
| 0.3368 | 27.8261 | 640 | 0.9337 | 0.6712 | 0.9337 | 0.9663 |
| 0.3368 | 27.9130 | 642 | 0.9519 | 0.6853 | 0.9519 | 0.9757 |
| 0.3368 | 28.0 | 644 | 0.9299 | 0.6618 | 0.9299 | 0.9643 |
| 0.3368 | 28.0870 | 646 | 0.8996 | 0.6812 | 0.8996 | 0.9485 |
| 0.3368 | 28.1739 | 648 | 0.8923 | 0.6812 | 0.8923 | 0.9446 |
| 0.3368 | 28.2609 | 650 | 0.8817 | 0.6957 | 0.8817 | 0.9390 |
| 0.3368 | 28.3478 | 652 | 0.8776 | 0.6957 | 0.8776 | 0.9368 |
| 0.3368 | 28.4348 | 654 | 0.8611 | 0.6715 | 0.8611 | 0.9279 |
| 0.3368 | 28.5217 | 656 | 0.8651 | 0.6715 | 0.8651 | 0.9301 |
| 0.3368 | 28.6087 | 658 | 0.8966 | 0.6957 | 0.8966 | 0.9469 |
| 0.3368 | 28.6957 | 660 | 0.9132 | 0.6906 | 0.9132 | 0.9556 |
| 0.3368 | 28.7826 | 662 | 0.9568 | 0.6906 | 0.9568 | 0.9782 |
| 0.3368 | 28.8696 | 664 | 0.9763 | 0.6906 | 0.9763 | 0.9881 |
| 0.3368 | 28.9565 | 666 | 0.9986 | 0.6418 | 0.9986 | 0.9993 |
| 0.3368 | 29.0435 | 668 | 1.0233 | 0.6466 | 1.0233 | 1.0116 |
| 0.3368 | 29.1304 | 670 | 1.0316 | 0.6466 | 1.0316 | 1.0157 |
| 0.3368 | 29.2174 | 672 | 1.0109 | 0.6 | 1.0109 | 1.0054 |
| 0.3368 | 29.3043 | 674 | 0.9876 | 0.6471 | 0.9876 | 0.9938 |
| 0.3368 | 29.3913 | 676 | 0.9156 | 0.6316 | 0.9156 | 0.9568 |
| 0.3368 | 29.4783 | 678 | 0.8823 | 0.6154 | 0.8823 | 0.9393 |
| 0.3368 | 29.5652 | 680 | 0.8690 | 0.6154 | 0.8690 | 0.9322 |
| 0.3368 | 29.6522 | 682 | 0.8644 | 0.5891 | 0.8644 | 0.9297 |
| 0.3368 | 29.7391 | 684 | 0.8627 | 0.6769 | 0.8627 | 0.9288 |
| 0.3368 | 29.8261 | 686 | 0.8727 | 0.6769 | 0.8727 | 0.9342 |
| 0.3368 | 29.9130 | 688 | 0.8839 | 0.6512 | 0.8839 | 0.9402 |
| 0.3368 | 30.0 | 690 | 0.8998 | 0.5938 | 0.8998 | 0.9486 |
| 0.3368 | 30.0870 | 692 | 0.9173 | 0.6142 | 0.9173 | 0.9578 |
| 0.3368 | 30.1739 | 694 | 0.9179 | 0.6512 | 0.9179 | 0.9581 |
| 0.3368 | 30.2609 | 696 | 0.8942 | 0.6512 | 0.8942 | 0.9456 |
| 0.3368 | 30.3478 | 698 | 0.8585 | 0.6917 | 0.8585 | 0.9265 |
| 0.3368 | 30.4348 | 700 | 0.8453 | 0.6917 | 0.8453 | 0.9194 |
| 0.3368 | 30.5217 | 702 | 0.8563 | 0.6759 | 0.8563 | 0.9254 |
| 0.3368 | 30.6087 | 704 | 0.8665 | 0.6757 | 0.8665 | 0.9308 |
| 0.3368 | 30.6957 | 706 | 0.8474 | 0.6757 | 0.8474 | 0.9205 |
| 0.3368 | 30.7826 | 708 | 0.8139 | 0.7153 | 0.8139 | 0.9022 |
| 0.3368 | 30.8696 | 710 | 0.7952 | 0.7101 | 0.7952 | 0.8917 |
| 0.3368 | 30.9565 | 712 | 0.7878 | 0.6866 | 0.7878 | 0.8876 |
| 0.3368 | 31.0435 | 714 | 0.8059 | 0.6718 | 0.8059 | 0.8977 |
| 0.3368 | 31.1304 | 716 | 0.8591 | 0.6870 | 0.8591 | 0.9269 |
| 0.3368 | 31.2174 | 718 | 0.9332 | 0.6917 | 0.9332 | 0.9660 |
| 0.3368 | 31.3043 | 720 | 1.0558 | 0.5564 | 1.0558 | 1.0275 |
| 0.3368 | 31.3913 | 722 | 1.1602 | 0.5255 | 1.1602 | 1.0771 |
| 0.3368 | 31.4783 | 724 | 1.1625 | 0.5255 | 1.1625 | 1.0782 |
| 0.3368 | 31.5652 | 726 | 1.0839 | 0.5547 | 1.0839 | 1.0411 |
| 0.3368 | 31.6522 | 728 | 1.0203 | 0.6331 | 1.0203 | 1.0101 |
| 0.3368 | 31.7391 | 730 | 0.9282 | 0.6619 | 0.9282 | 0.9634 |
| 0.3368 | 31.8261 | 732 | 0.8871 | 0.6861 | 0.8871 | 0.9419 |
| 0.3368 | 31.9130 | 734 | 0.8702 | 0.6765 | 0.8702 | 0.9328 |
| 0.3368 | 32.0 | 736 | 0.8721 | 0.7007 | 0.8721 | 0.9339 |
| 0.3368 | 32.0870 | 738 | 0.8975 | 0.7 | 0.8975 | 0.9473 |
| 0.3368 | 32.1739 | 740 | 0.9027 | 0.7 | 0.9027 | 0.9501 |
| 0.3368 | 32.2609 | 742 | 0.8913 | 0.7015 | 0.8913 | 0.9441 |
| 0.3368 | 32.3478 | 744 | 0.8725 | 0.6718 | 0.8725 | 0.9341 |
| 0.3368 | 32.4348 | 746 | 0.8652 | 0.6769 | 0.8652 | 0.9302 |
| 0.3368 | 32.5217 | 748 | 0.8670 | 0.7068 | 0.8670 | 0.9312 |
| 0.3368 | 32.6087 | 750 | 0.8567 | 0.7068 | 0.8567 | 0.9256 |
| 0.3368 | 32.6957 | 752 | 0.8711 | 0.7299 | 0.8711 | 0.9333 |
| 0.3368 | 32.7826 | 754 | 0.8809 | 0.7299 | 0.8809 | 0.9386 |
| 0.3368 | 32.8696 | 756 | 0.8766 | 0.7015 | 0.8766 | 0.9363 |
| 0.3368 | 32.9565 | 758 | 0.8603 | 0.6667 | 0.8603 | 0.9275 |
| 0.3368 | 33.0435 | 760 | 0.8632 | 0.6870 | 0.8632 | 0.9291 |
| 0.3368 | 33.1304 | 762 | 0.8642 | 0.6565 | 0.8642 | 0.9296 |
| 0.3368 | 33.2174 | 764 | 0.8467 | 0.6565 | 0.8467 | 0.9202 |
| 0.3368 | 33.3043 | 766 | 0.8502 | 0.6615 | 0.8502 | 0.9220 |
| 0.3368 | 33.3913 | 768 | 0.8860 | 0.6176 | 0.8860 | 0.9413 |
| 0.3368 | 33.4783 | 770 | 0.9077 | 0.6197 | 0.9077 | 0.9527 |
| 0.3368 | 33.5652 | 772 | 0.8788 | 0.6294 | 0.8788 | 0.9374 |
| 0.3368 | 33.6522 | 774 | 0.8253 | 0.6573 | 0.8253 | 0.9085 |
| 0.3368 | 33.7391 | 776 | 0.8281 | 0.7034 | 0.8281 | 0.9100 |
| 0.3368 | 33.8261 | 778 | 0.8578 | 0.6933 | 0.8578 | 0.9262 |
| 0.3368 | 33.9130 | 780 | 0.8396 | 0.6806 | 0.8396 | 0.9163 |
| 0.3368 | 34.0 | 782 | 0.8281 | 0.6950 | 0.8281 | 0.9100 |
| 0.3368 | 34.0870 | 784 | 0.8004 | 0.6950 | 0.8004 | 0.8946 |
| 0.3368 | 34.1739 | 786 | 0.7702 | 0.7465 | 0.7702 | 0.8776 |
| 0.3368 | 34.2609 | 788 | 0.7461 | 0.7639 | 0.7461 | 0.8637 |
| 0.3368 | 34.3478 | 790 | 0.7377 | 0.7639 | 0.7377 | 0.8589 |
| 0.3368 | 34.4348 | 792 | 0.7360 | 0.7639 | 0.7360 | 0.8579 |
| 0.3368 | 34.5217 | 794 | 0.7786 | 0.7465 | 0.7786 | 0.8824 |
| 0.3368 | 34.6087 | 796 | 0.8272 | 0.6857 | 0.8272 | 0.9095 |
| 0.3368 | 34.6957 | 798 | 0.8791 | 0.7007 | 0.8791 | 0.9376 |
| 0.3368 | 34.7826 | 800 | 0.9273 | 0.6763 | 0.9273 | 0.9630 |
| 0.3368 | 34.8696 | 802 | 0.9897 | 0.6187 | 0.9897 | 0.9949 |
| 0.3368 | 34.9565 | 804 | 1.0051 | 0.6286 | 1.0051 | 1.0026 |
| 0.3368 | 35.0435 | 806 | 0.9920 | 0.6286 | 0.9920 | 0.9960 |
| 0.3368 | 35.1304 | 808 | 0.9848 | 0.6418 | 0.9848 | 0.9924 |
| 0.3368 | 35.2174 | 810 | 0.9812 | 0.6364 | 0.9812 | 0.9906 |
| 0.3368 | 35.3043 | 812 | 0.9847 | 0.6260 | 0.9847 | 0.9923 |
| 0.3368 | 35.3913 | 814 | 0.9787 | 0.6 | 0.9787 | 0.9893 |
| 0.3368 | 35.4783 | 816 | 0.9775 | 0.6047 | 0.9775 | 0.9887 |
| 0.3368 | 35.5652 | 818 | 0.9900 | 0.5954 | 0.9900 | 0.9950 |
| 0.3368 | 35.6522 | 820 | 1.0019 | 0.6165 | 1.0019 | 1.0010 |
| 0.3368 | 35.7391 | 822 | 1.0434 | 0.5564 | 1.0434 | 1.0215 |
| 0.3368 | 35.8261 | 824 | 1.0473 | 0.5564 | 1.0473 | 1.0234 |
| 0.3368 | 35.9130 | 826 | 1.0117 | 0.5821 | 1.0117 | 1.0058 |
| 0.3368 | 36.0 | 828 | 0.9544 | 0.6308 | 0.9544 | 0.9769 |
| 0.3368 | 36.0870 | 830 | 0.9384 | 0.625 | 0.9384 | 0.9687 |
| 0.3368 | 36.1739 | 832 | 0.9224 | 0.6512 | 0.9224 | 0.9604 |
| 0.3368 | 36.2609 | 834 | 0.9406 | 0.6512 | 0.9406 | 0.9698 |
| 0.3368 | 36.3478 | 836 | 0.9732 | 0.5909 | 0.9732 | 0.9865 |
| 0.3368 | 36.4348 | 838 | 0.9848 | 0.6569 | 0.9848 | 0.9924 |
| 0.3368 | 36.5217 | 840 | 0.9777 | 0.6569 | 0.9777 | 0.9888 |
| 0.3368 | 36.6087 | 842 | 0.9063 | 0.6812 | 0.9063 | 0.9520 |
| 0.3368 | 36.6957 | 844 | 0.8352 | 0.6714 | 0.8352 | 0.9139 |
| 0.3368 | 36.7826 | 846 | 0.8042 | 0.6571 | 0.8042 | 0.8968 |
| 0.3368 | 36.8696 | 848 | 0.7865 | 0.6573 | 0.7865 | 0.8868 |
| 0.3368 | 36.9565 | 850 | 0.7845 | 0.6812 | 0.7845 | 0.8857 |
| 0.3368 | 37.0435 | 852 | 0.8162 | 0.6912 | 0.8162 | 0.9034 |
| 0.3368 | 37.1304 | 854 | 0.8800 | 0.6316 | 0.8800 | 0.9381 |
| 0.3368 | 37.2174 | 856 | 0.9822 | 0.6119 | 0.9822 | 0.9911 |
| 0.3368 | 37.3043 | 858 | 1.0668 | 0.5735 | 1.0668 | 1.0329 |
| 0.3368 | 37.3913 | 860 | 1.0907 | 0.5294 | 1.0907 | 1.0444 |
| 0.3368 | 37.4783 | 862 | 1.0455 | 0.5821 | 1.0455 | 1.0225 |
| 0.3368 | 37.5652 | 864 | 0.9511 | 0.6418 | 0.9511 | 0.9753 |
| 0.3368 | 37.6522 | 866 | 0.8736 | 0.6212 | 0.8736 | 0.9347 |
| 0.3368 | 37.7391 | 868 | 0.8007 | 0.7259 | 0.8007 | 0.8948 |
| 0.3368 | 37.8261 | 870 | 0.7621 | 0.7206 | 0.7621 | 0.8730 |
| 0.3368 | 37.9130 | 872 | 0.7483 | 0.6963 | 0.7483 | 0.8650 |
| 0.3368 | 38.0 | 874 | 0.7549 | 0.6963 | 0.7549 | 0.8689 |
| 0.3368 | 38.0870 | 876 | 0.7897 | 0.6917 | 0.7897 | 0.8886 |
| 0.3368 | 38.1739 | 878 | 0.8188 | 0.6917 | 0.8188 | 0.9049 |
| 0.3368 | 38.2609 | 880 | 0.8532 | 0.6667 | 0.8532 | 0.9237 |
| 0.3368 | 38.3478 | 882 | 0.9143 | 0.6165 | 0.9143 | 0.9562 |
| 0.3368 | 38.4348 | 884 | 0.9851 | 0.5865 | 0.9851 | 0.9925 |
| 0.3368 | 38.5217 | 886 | 1.0361 | 0.5802 | 1.0361 | 1.0179 |
| 0.3368 | 38.6087 | 888 | 1.0535 | 0.5865 | 1.0535 | 1.0264 |
| 0.3368 | 38.6957 | 890 | 1.0650 | 0.5758 | 1.0650 | 1.0320 |
| 0.3368 | 38.7826 | 892 | 1.0487 | 0.5865 | 1.0487 | 1.0240 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
|