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---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: arabert_augmented_only_k15_organization_task1_fold0
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. -->
# arabert_augmented_only_k15_organization_task1_fold0
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: 0.7226
- Qwk: 0.4698
- Mse: 0.7226
- Rmse: 0.8501
## 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: 10
### Training results
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
| No log | 0.0083 | 2 | 1.3530 | 0.0 | 1.3530 | 1.1632 |
| No log | 0.0165 | 4 | 1.0144 | -0.0024 | 1.0144 | 1.0072 |
| No log | 0.0248 | 6 | 0.9564 | 0.0 | 0.9564 | 0.9780 |
| No log | 0.0331 | 8 | 0.9534 | 0.0 | 0.9534 | 0.9764 |
| No log | 0.0413 | 10 | 0.9100 | 0.0157 | 0.9100 | 0.9539 |
| No log | 0.0496 | 12 | 0.9035 | 0.0565 | 0.9035 | 0.9505 |
| No log | 0.0579 | 14 | 0.9054 | 0.0318 | 0.9054 | 0.9515 |
| No log | 0.0661 | 16 | 0.9135 | 0.0801 | 0.9135 | 0.9558 |
| No log | 0.0744 | 18 | 0.9091 | 0.0841 | 0.9091 | 0.9535 |
| No log | 0.0826 | 20 | 0.9124 | 0.1413 | 0.9124 | 0.9552 |
| No log | 0.0909 | 22 | 0.9034 | 0.1238 | 0.9034 | 0.9505 |
| No log | 0.0992 | 24 | 0.9019 | 0.0944 | 0.9019 | 0.9497 |
| No log | 0.1074 | 26 | 0.9020 | 0.1024 | 0.9020 | 0.9497 |
| No log | 0.1157 | 28 | 0.8997 | 0.0732 | 0.8997 | 0.9485 |
| No log | 0.1240 | 30 | 0.8934 | 0.0648 | 0.8934 | 0.9452 |
| No log | 0.1322 | 32 | 0.9162 | 0.0 | 0.9162 | 0.9572 |
| No log | 0.1405 | 34 | 0.9419 | 0.0 | 0.9419 | 0.9705 |
| No log | 0.1488 | 36 | 0.9264 | 0.0 | 0.9264 | 0.9625 |
| No log | 0.1570 | 38 | 0.9148 | 0.0 | 0.9148 | 0.9565 |
| No log | 0.1653 | 40 | 0.9164 | 0.0 | 0.9164 | 0.9573 |
| No log | 0.1736 | 42 | 0.9085 | 0.0 | 0.9085 | 0.9531 |
| No log | 0.1818 | 44 | 0.9062 | 0.0 | 0.9062 | 0.9520 |
| No log | 0.1901 | 46 | 0.9025 | 0.0016 | 0.9025 | 0.9500 |
| No log | 0.1983 | 48 | 0.9056 | 0.0 | 0.9056 | 0.9516 |
| No log | 0.2066 | 50 | 0.8957 | 0.0096 | 0.8957 | 0.9464 |
| No log | 0.2149 | 52 | 0.8845 | 0.0737 | 0.8845 | 0.9405 |
| No log | 0.2231 | 54 | 0.8801 | 0.0962 | 0.8801 | 0.9382 |
| No log | 0.2314 | 56 | 0.8803 | 0.1514 | 0.8803 | 0.9383 |
| No log | 0.2397 | 58 | 0.8729 | 0.1689 | 0.8729 | 0.9343 |
| No log | 0.2479 | 60 | 0.8542 | 0.1685 | 0.8542 | 0.9242 |
| No log | 0.2562 | 62 | 0.8458 | 0.1531 | 0.8458 | 0.9197 |
| No log | 0.2645 | 64 | 0.8455 | 0.1337 | 0.8455 | 0.9195 |
| No log | 0.2727 | 66 | 0.8503 | 0.1033 | 0.8503 | 0.9221 |
| No log | 0.2810 | 68 | 0.8286 | 0.1673 | 0.8286 | 0.9103 |
| No log | 0.2893 | 70 | 0.8280 | 0.1670 | 0.8280 | 0.9099 |
| No log | 0.2975 | 72 | 0.8209 | 0.1912 | 0.8209 | 0.9060 |
| No log | 0.3058 | 74 | 0.8154 | 0.2138 | 0.8154 | 0.9030 |
| No log | 0.3140 | 76 | 0.8145 | 0.2363 | 0.8145 | 0.9025 |
| No log | 0.3223 | 78 | 0.8095 | 0.2295 | 0.8095 | 0.8997 |
| No log | 0.3306 | 80 | 0.8118 | 0.2182 | 0.8118 | 0.9010 |
| No log | 0.3388 | 82 | 0.8005 | 0.2408 | 0.8005 | 0.8947 |
| No log | 0.3471 | 84 | 0.8051 | 0.2008 | 0.8051 | 0.8973 |
| No log | 0.3554 | 86 | 0.8065 | 0.2060 | 0.8065 | 0.8980 |
| No log | 0.3636 | 88 | 0.8072 | 0.2529 | 0.8072 | 0.8984 |
| No log | 0.3719 | 90 | 0.8265 | 0.2256 | 0.8265 | 0.9091 |
| No log | 0.3802 | 92 | 0.9260 | 0.1126 | 0.9260 | 0.9623 |
| No log | 0.3884 | 94 | 0.9989 | 0.0700 | 0.9989 | 0.9994 |
| No log | 0.3967 | 96 | 0.9802 | 0.0858 | 0.9802 | 0.9900 |
| No log | 0.4050 | 98 | 0.9087 | 0.1352 | 0.9087 | 0.9533 |
| No log | 0.4132 | 100 | 0.8302 | 0.2091 | 0.8302 | 0.9112 |
| No log | 0.4215 | 102 | 0.8156 | 0.2110 | 0.8156 | 0.9031 |
| No log | 0.4298 | 104 | 0.8829 | 0.1498 | 0.8829 | 0.9396 |
| No log | 0.4380 | 106 | 0.9301 | 0.1265 | 0.9301 | 0.9644 |
| No log | 0.4463 | 108 | 0.9532 | 0.1447 | 0.9532 | 0.9763 |
| No log | 0.4545 | 110 | 1.0107 | 0.1065 | 1.0107 | 1.0053 |
| No log | 0.4628 | 112 | 0.9475 | 0.1247 | 0.9475 | 0.9734 |
| No log | 0.4711 | 114 | 0.8929 | 0.1480 | 0.8929 | 0.9449 |
| No log | 0.4793 | 116 | 0.8739 | 0.1522 | 0.8739 | 0.9348 |
| No log | 0.4876 | 118 | 0.8775 | 0.1524 | 0.8775 | 0.9367 |
| No log | 0.4959 | 120 | 0.8744 | 0.1650 | 0.8744 | 0.9351 |
| No log | 0.5041 | 122 | 0.8678 | 0.1643 | 0.8678 | 0.9315 |
| No log | 0.5124 | 124 | 0.8624 | 0.1922 | 0.8624 | 0.9287 |
| No log | 0.5207 | 126 | 0.8497 | 0.2394 | 0.8497 | 0.9218 |
| No log | 0.5289 | 128 | 0.8350 | 0.2314 | 0.8350 | 0.9138 |
| No log | 0.5372 | 130 | 0.8373 | 0.1181 | 0.8373 | 0.9150 |
| No log | 0.5455 | 132 | 0.8524 | 0.0471 | 0.8524 | 0.9233 |
| No log | 0.5537 | 134 | 0.8632 | 0.0338 | 0.8632 | 0.9291 |
| No log | 0.5620 | 136 | 0.8805 | 0.0228 | 0.8805 | 0.9384 |
| No log | 0.5702 | 138 | 0.8754 | 0.0649 | 0.8754 | 0.9356 |
| No log | 0.5785 | 140 | 0.8558 | 0.0889 | 0.8558 | 0.9251 |
| No log | 0.5868 | 142 | 0.8137 | 0.1291 | 0.8137 | 0.9020 |
| No log | 0.5950 | 144 | 0.7885 | 0.2682 | 0.7885 | 0.8880 |
| No log | 0.6033 | 146 | 0.7768 | 0.2942 | 0.7768 | 0.8814 |
| No log | 0.6116 | 148 | 0.7845 | 0.2589 | 0.7845 | 0.8857 |
| No log | 0.6198 | 150 | 0.8035 | 0.2344 | 0.8035 | 0.8964 |
| No log | 0.6281 | 152 | 0.8196 | 0.2047 | 0.8196 | 0.9053 |
| No log | 0.6364 | 154 | 0.8177 | 0.2014 | 0.8177 | 0.9042 |
| No log | 0.6446 | 156 | 0.7929 | 0.2259 | 0.7929 | 0.8905 |
| No log | 0.6529 | 158 | 0.7722 | 0.2487 | 0.7722 | 0.8788 |
| No log | 0.6612 | 160 | 0.7884 | 0.2322 | 0.7884 | 0.8879 |
| No log | 0.6694 | 162 | 0.8636 | 0.2125 | 0.8636 | 0.9293 |
| No log | 0.6777 | 164 | 0.8913 | 0.2487 | 0.8913 | 0.9441 |
| No log | 0.6860 | 166 | 0.8929 | 0.2910 | 0.8929 | 0.9449 |
| No log | 0.6942 | 168 | 0.8806 | 0.2948 | 0.8806 | 0.9384 |
| No log | 0.7025 | 170 | 0.8510 | 0.2826 | 0.8510 | 0.9225 |
| No log | 0.7107 | 172 | 0.8153 | 0.2568 | 0.8153 | 0.9029 |
| No log | 0.7190 | 174 | 0.8324 | 0.2267 | 0.8324 | 0.9124 |
| No log | 0.7273 | 176 | 0.8724 | 0.1789 | 0.8724 | 0.9340 |
| No log | 0.7355 | 178 | 0.8602 | 0.1838 | 0.8602 | 0.9275 |
| No log | 0.7438 | 180 | 0.8264 | 0.2017 | 0.8264 | 0.9090 |
| No log | 0.7521 | 182 | 0.7930 | 0.2321 | 0.7930 | 0.8905 |
| No log | 0.7603 | 184 | 0.7875 | 0.2311 | 0.7875 | 0.8874 |
| No log | 0.7686 | 186 | 0.7975 | 0.2074 | 0.7975 | 0.8930 |
| No log | 0.7769 | 188 | 0.8117 | 0.1908 | 0.8117 | 0.9009 |
| No log | 0.7851 | 190 | 0.8232 | 0.1894 | 0.8232 | 0.9073 |
| No log | 0.7934 | 192 | 0.8235 | 0.1957 | 0.8235 | 0.9075 |
| No log | 0.8017 | 194 | 0.8128 | 0.2084 | 0.8128 | 0.9016 |
| No log | 0.8099 | 196 | 0.8093 | 0.2292 | 0.8093 | 0.8996 |
| No log | 0.8182 | 198 | 0.8020 | 0.1903 | 0.8020 | 0.8956 |
| No log | 0.8264 | 200 | 0.8043 | 0.1915 | 0.8043 | 0.8968 |
| No log | 0.8347 | 202 | 0.8063 | 0.2093 | 0.8063 | 0.8979 |
| No log | 0.8430 | 204 | 0.8077 | 0.1902 | 0.8077 | 0.8987 |
| No log | 0.8512 | 206 | 0.8075 | 0.2159 | 0.8075 | 0.8986 |
| No log | 0.8595 | 208 | 0.8270 | 0.2073 | 0.8270 | 0.9094 |
| No log | 0.8678 | 210 | 0.8431 | 0.2068 | 0.8431 | 0.9182 |
| No log | 0.8760 | 212 | 0.8662 | 0.1959 | 0.8662 | 0.9307 |
| No log | 0.8843 | 214 | 0.9079 | 0.1601 | 0.9079 | 0.9528 |
| No log | 0.8926 | 216 | 0.9281 | 0.1422 | 0.9281 | 0.9634 |
| No log | 0.9008 | 218 | 0.8931 | 0.1821 | 0.8931 | 0.9451 |
| No log | 0.9091 | 220 | 0.8588 | 0.1948 | 0.8588 | 0.9267 |
| No log | 0.9174 | 222 | 0.8538 | 0.1352 | 0.8538 | 0.9240 |
| No log | 0.9256 | 224 | 0.8511 | 0.1302 | 0.8511 | 0.9225 |
| No log | 0.9339 | 226 | 0.8391 | 0.1332 | 0.8391 | 0.9160 |
| No log | 0.9421 | 228 | 0.8380 | 0.1298 | 0.8380 | 0.9154 |
| No log | 0.9504 | 230 | 0.8319 | 0.1164 | 0.8319 | 0.9121 |
| No log | 0.9587 | 232 | 0.8291 | 0.1212 | 0.8291 | 0.9106 |
| No log | 0.9669 | 234 | 0.8224 | 0.1395 | 0.8224 | 0.9069 |
| No log | 0.9752 | 236 | 0.8076 | 0.1818 | 0.8076 | 0.8987 |
| No log | 0.9835 | 238 | 0.7813 | 0.2201 | 0.7813 | 0.8839 |
| No log | 0.9917 | 240 | 0.7700 | 0.2471 | 0.7700 | 0.8775 |
| No log | 1.0 | 242 | 0.7704 | 0.2647 | 0.7704 | 0.8777 |
| No log | 1.0083 | 244 | 0.7736 | 0.2687 | 0.7736 | 0.8795 |
| No log | 1.0165 | 246 | 0.7791 | 0.2899 | 0.7791 | 0.8826 |
| No log | 1.0248 | 248 | 0.7805 | 0.3312 | 0.7805 | 0.8835 |
| No log | 1.0331 | 250 | 0.8065 | 0.3413 | 0.8065 | 0.8981 |
| No log | 1.0413 | 252 | 0.8262 | 0.3540 | 0.8262 | 0.9090 |
| No log | 1.0496 | 254 | 0.8435 | 0.3537 | 0.8435 | 0.9184 |
| No log | 1.0579 | 256 | 0.8185 | 0.3494 | 0.8185 | 0.9047 |
| No log | 1.0661 | 258 | 0.7851 | 0.3391 | 0.7851 | 0.8860 |
| No log | 1.0744 | 260 | 0.7855 | 0.2994 | 0.7855 | 0.8863 |
| No log | 1.0826 | 262 | 0.7852 | 0.2914 | 0.7852 | 0.8861 |
| No log | 1.0909 | 264 | 0.8037 | 0.3945 | 0.8037 | 0.8965 |
| No log | 1.0992 | 266 | 0.8391 | 0.3872 | 0.8391 | 0.9160 |
| No log | 1.1074 | 268 | 0.8438 | 0.3847 | 0.8438 | 0.9186 |
| No log | 1.1157 | 270 | 0.8104 | 0.3928 | 0.8104 | 0.9002 |
| No log | 1.1240 | 272 | 0.7819 | 0.3301 | 0.7819 | 0.8842 |
| No log | 1.1322 | 274 | 0.7743 | 0.3082 | 0.7743 | 0.8799 |
| No log | 1.1405 | 276 | 0.7673 | 0.3129 | 0.7673 | 0.8759 |
| No log | 1.1488 | 278 | 0.7639 | 0.3154 | 0.7639 | 0.8740 |
| No log | 1.1570 | 280 | 0.7765 | 0.3190 | 0.7765 | 0.8812 |
| No log | 1.1653 | 282 | 0.7741 | 0.2921 | 0.7741 | 0.8799 |
| No log | 1.1736 | 284 | 0.7726 | 0.2881 | 0.7726 | 0.8790 |
| No log | 1.1818 | 286 | 0.7695 | 0.2911 | 0.7695 | 0.8772 |
| No log | 1.1901 | 288 | 0.7763 | 0.3086 | 0.7763 | 0.8811 |
| No log | 1.1983 | 290 | 0.7677 | 0.3291 | 0.7677 | 0.8762 |
| No log | 1.2066 | 292 | 0.7496 | 0.3260 | 0.7496 | 0.8658 |
| No log | 1.2149 | 294 | 0.7440 | 0.3331 | 0.7440 | 0.8625 |
| No log | 1.2231 | 296 | 0.7423 | 0.3266 | 0.7423 | 0.8616 |
| No log | 1.2314 | 298 | 0.7402 | 0.3310 | 0.7402 | 0.8604 |
| No log | 1.2397 | 300 | 0.7406 | 0.3169 | 0.7406 | 0.8606 |
| No log | 1.2479 | 302 | 0.7473 | 0.3391 | 0.7473 | 0.8645 |
| No log | 1.2562 | 304 | 0.7642 | 0.3473 | 0.7642 | 0.8742 |
| No log | 1.2645 | 306 | 0.8019 | 0.3818 | 0.8019 | 0.8955 |
| No log | 1.2727 | 308 | 0.7980 | 0.3695 | 0.7980 | 0.8933 |
| No log | 1.2810 | 310 | 0.7829 | 0.3530 | 0.7829 | 0.8848 |
| No log | 1.2893 | 312 | 0.7893 | 0.3389 | 0.7893 | 0.8884 |
| No log | 1.2975 | 314 | 0.7746 | 0.3231 | 0.7746 | 0.8801 |
| No log | 1.3058 | 316 | 0.8127 | 0.3287 | 0.8127 | 0.9015 |
| No log | 1.3140 | 318 | 0.8628 | 0.3262 | 0.8628 | 0.9289 |
| No log | 1.3223 | 320 | 0.9145 | 0.3461 | 0.9145 | 0.9563 |
| No log | 1.3306 | 322 | 0.8925 | 0.3477 | 0.8925 | 0.9447 |
| No log | 1.3388 | 324 | 0.8152 | 0.3034 | 0.8152 | 0.9029 |
| No log | 1.3471 | 326 | 0.7774 | 0.2761 | 0.7774 | 0.8817 |
| No log | 1.3554 | 328 | 0.7599 | 0.2738 | 0.7599 | 0.8717 |
| No log | 1.3636 | 330 | 0.7491 | 0.2989 | 0.7491 | 0.8655 |
| No log | 1.3719 | 332 | 0.7415 | 0.3151 | 0.7415 | 0.8611 |
| No log | 1.3802 | 334 | 0.7449 | 0.2953 | 0.7449 | 0.8631 |
| No log | 1.3884 | 336 | 0.7817 | 0.2655 | 0.7817 | 0.8841 |
| No log | 1.3967 | 338 | 0.8101 | 0.2492 | 0.8101 | 0.9001 |
| No log | 1.4050 | 340 | 0.7963 | 0.2632 | 0.7963 | 0.8924 |
| No log | 1.4132 | 342 | 0.7642 | 0.2848 | 0.7642 | 0.8742 |
| No log | 1.4215 | 344 | 0.7594 | 0.3158 | 0.7594 | 0.8714 |
| No log | 1.4298 | 346 | 0.8078 | 0.3525 | 0.8078 | 0.8988 |
| No log | 1.4380 | 348 | 0.8990 | 0.3583 | 0.8990 | 0.9482 |
| No log | 1.4463 | 350 | 0.9487 | 0.3810 | 0.9487 | 0.9740 |
| No log | 1.4545 | 352 | 0.8938 | 0.3809 | 0.8938 | 0.9454 |
| No log | 1.4628 | 354 | 0.8238 | 0.3783 | 0.8238 | 0.9076 |
| No log | 1.4711 | 356 | 0.8079 | 0.4 | 0.8079 | 0.8988 |
| No log | 1.4793 | 358 | 0.7808 | 0.3801 | 0.7808 | 0.8836 |
| No log | 1.4876 | 360 | 0.7635 | 0.3773 | 0.7635 | 0.8738 |
| No log | 1.4959 | 362 | 0.7567 | 0.3736 | 0.7567 | 0.8699 |
| No log | 1.5041 | 364 | 0.7745 | 0.3566 | 0.7745 | 0.8800 |
| No log | 1.5124 | 366 | 0.7741 | 0.3608 | 0.7741 | 0.8798 |
| No log | 1.5207 | 368 | 0.7508 | 0.3501 | 0.7508 | 0.8665 |
| No log | 1.5289 | 370 | 0.7289 | 0.3384 | 0.7289 | 0.8538 |
| No log | 1.5372 | 372 | 0.7273 | 0.3075 | 0.7273 | 0.8528 |
| No log | 1.5455 | 374 | 0.7313 | 0.3048 | 0.7313 | 0.8552 |
| No log | 1.5537 | 376 | 0.7224 | 0.3188 | 0.7224 | 0.8500 |
| No log | 1.5620 | 378 | 0.7155 | 0.3174 | 0.7155 | 0.8459 |
| No log | 1.5702 | 380 | 0.7231 | 0.3299 | 0.7231 | 0.8503 |
| No log | 1.5785 | 382 | 0.7452 | 0.2962 | 0.7452 | 0.8632 |
| No log | 1.5868 | 384 | 0.7621 | 0.2845 | 0.7621 | 0.8730 |
| No log | 1.5950 | 386 | 0.7707 | 0.2715 | 0.7707 | 0.8779 |
| No log | 1.6033 | 388 | 0.7765 | 0.2461 | 0.7765 | 0.8812 |
| No log | 1.6116 | 390 | 0.7559 | 0.2535 | 0.7559 | 0.8695 |
| No log | 1.6198 | 392 | 0.7329 | 0.2620 | 0.7329 | 0.8561 |
| No log | 1.6281 | 394 | 0.7199 | 0.2760 | 0.7199 | 0.8485 |
| No log | 1.6364 | 396 | 0.7097 | 0.3228 | 0.7097 | 0.8424 |
| No log | 1.6446 | 398 | 0.7083 | 0.3363 | 0.7083 | 0.8416 |
| No log | 1.6529 | 400 | 0.7067 | 0.3153 | 0.7067 | 0.8407 |
| No log | 1.6612 | 402 | 0.7072 | 0.3326 | 0.7072 | 0.8409 |
| No log | 1.6694 | 404 | 0.7073 | 0.3207 | 0.7073 | 0.8410 |
| No log | 1.6777 | 406 | 0.7078 | 0.3242 | 0.7078 | 0.8413 |
| No log | 1.6860 | 408 | 0.7120 | 0.3152 | 0.7120 | 0.8438 |
| No log | 1.6942 | 410 | 0.7301 | 0.3370 | 0.7301 | 0.8545 |
| No log | 1.7025 | 412 | 0.7624 | 0.3503 | 0.7624 | 0.8731 |
| No log | 1.7107 | 414 | 0.8071 | 0.3748 | 0.8071 | 0.8984 |
| No log | 1.7190 | 416 | 0.8356 | 0.3825 | 0.8356 | 0.9141 |
| No log | 1.7273 | 418 | 0.8329 | 0.3971 | 0.8329 | 0.9127 |
| No log | 1.7355 | 420 | 0.7959 | 0.3487 | 0.7959 | 0.8921 |
| No log | 1.7438 | 422 | 0.7633 | 0.3271 | 0.7633 | 0.8737 |
| No log | 1.7521 | 424 | 0.7452 | 0.3341 | 0.7452 | 0.8633 |
| No log | 1.7603 | 426 | 0.7397 | 0.3061 | 0.7397 | 0.8601 |
| No log | 1.7686 | 428 | 0.7423 | 0.2778 | 0.7423 | 0.8616 |
| No log | 1.7769 | 430 | 0.7473 | 0.2616 | 0.7473 | 0.8644 |
| No log | 1.7851 | 432 | 0.7480 | 0.2574 | 0.7480 | 0.8649 |
| No log | 1.7934 | 434 | 0.7458 | 0.2619 | 0.7458 | 0.8636 |
| No log | 1.8017 | 436 | 0.7437 | 0.2616 | 0.7437 | 0.8624 |
| No log | 1.8099 | 438 | 0.7391 | 0.2764 | 0.7391 | 0.8597 |
| No log | 1.8182 | 440 | 0.7372 | 0.2678 | 0.7372 | 0.8586 |
| No log | 1.8264 | 442 | 0.7413 | 0.2730 | 0.7413 | 0.8610 |
| No log | 1.8347 | 444 | 0.7508 | 0.2548 | 0.7508 | 0.8665 |
| No log | 1.8430 | 446 | 0.7641 | 0.2376 | 0.7641 | 0.8741 |
| No log | 1.8512 | 448 | 0.7865 | 0.2038 | 0.7865 | 0.8869 |
| No log | 1.8595 | 450 | 0.8262 | 0.1707 | 0.8262 | 0.9089 |
| No log | 1.8678 | 452 | 0.8474 | 0.1642 | 0.8474 | 0.9205 |
| No log | 1.8760 | 454 | 0.8645 | 0.2134 | 0.8645 | 0.9298 |
| No log | 1.8843 | 456 | 0.8540 | 0.2573 | 0.8540 | 0.9241 |
| No log | 1.8926 | 458 | 0.8239 | 0.3067 | 0.8239 | 0.9077 |
| No log | 1.9008 | 460 | 0.7820 | 0.3263 | 0.7820 | 0.8843 |
| No log | 1.9091 | 462 | 0.7398 | 0.3276 | 0.7398 | 0.8601 |
| No log | 1.9174 | 464 | 0.7027 | 0.3359 | 0.7027 | 0.8383 |
| No log | 1.9256 | 466 | 0.6943 | 0.3566 | 0.6943 | 0.8333 |
| No log | 1.9339 | 468 | 0.7005 | 0.3455 | 0.7005 | 0.8370 |
| No log | 1.9421 | 470 | 0.7052 | 0.3299 | 0.7052 | 0.8398 |
| No log | 1.9504 | 472 | 0.7010 | 0.3879 | 0.7010 | 0.8372 |
| No log | 1.9587 | 474 | 0.7190 | 0.4258 | 0.7190 | 0.8479 |
| No log | 1.9669 | 476 | 0.7789 | 0.4314 | 0.7789 | 0.8826 |
| No log | 1.9752 | 478 | 0.8827 | 0.4588 | 0.8827 | 0.9395 |
| No log | 1.9835 | 480 | 0.9780 | 0.4305 | 0.9780 | 0.9890 |
| No log | 1.9917 | 482 | 1.0149 | 0.4493 | 1.0149 | 1.0074 |
| No log | 2.0 | 484 | 0.9474 | 0.4433 | 0.9474 | 0.9733 |
| No log | 2.0083 | 486 | 0.8510 | 0.4170 | 0.8510 | 0.9225 |
| No log | 2.0165 | 488 | 0.8018 | 0.4164 | 0.8018 | 0.8955 |
| No log | 2.0248 | 490 | 0.7356 | 0.3996 | 0.7356 | 0.8577 |
| No log | 2.0331 | 492 | 0.7133 | 0.3863 | 0.7133 | 0.8445 |
| No log | 2.0413 | 494 | 0.6940 | 0.3545 | 0.6940 | 0.8331 |
| No log | 2.0496 | 496 | 0.6884 | 0.3317 | 0.6884 | 0.8297 |
| No log | 2.0579 | 498 | 0.6918 | 0.3301 | 0.6918 | 0.8317 |
| 0.8119 | 2.0661 | 500 | 0.6973 | 0.3383 | 0.6973 | 0.8351 |
| 0.8119 | 2.0744 | 502 | 0.6955 | 0.3059 | 0.6955 | 0.8339 |
| 0.8119 | 2.0826 | 504 | 0.7007 | 0.3109 | 0.7007 | 0.8371 |
| 0.8119 | 2.0909 | 506 | 0.7045 | 0.3154 | 0.7045 | 0.8393 |
| 0.8119 | 2.0992 | 508 | 0.7090 | 0.3184 | 0.7090 | 0.8420 |
| 0.8119 | 2.1074 | 510 | 0.7103 | 0.3190 | 0.7103 | 0.8428 |
| 0.8119 | 2.1157 | 512 | 0.7211 | 0.3208 | 0.7211 | 0.8492 |
| 0.8119 | 2.1240 | 514 | 0.7355 | 0.3537 | 0.7355 | 0.8576 |
| 0.8119 | 2.1322 | 516 | 0.7601 | 0.3914 | 0.7601 | 0.8719 |
| 0.8119 | 2.1405 | 518 | 0.7917 | 0.4100 | 0.7917 | 0.8898 |
| 0.8119 | 2.1488 | 520 | 0.8205 | 0.4265 | 0.8205 | 0.9058 |
| 0.8119 | 2.1570 | 522 | 0.8153 | 0.4390 | 0.8153 | 0.9029 |
| 0.8119 | 2.1653 | 524 | 0.7909 | 0.4393 | 0.7909 | 0.8894 |
| 0.8119 | 2.1736 | 526 | 0.7499 | 0.3843 | 0.7499 | 0.8660 |
| 0.8119 | 2.1818 | 528 | 0.7279 | 0.3748 | 0.7279 | 0.8532 |
| 0.8119 | 2.1901 | 530 | 0.7171 | 0.3594 | 0.7171 | 0.8468 |
| 0.8119 | 2.1983 | 532 | 0.7075 | 0.3449 | 0.7075 | 0.8411 |
| 0.8119 | 2.2066 | 534 | 0.6998 | 0.3285 | 0.6998 | 0.8365 |
| 0.8119 | 2.2149 | 536 | 0.6985 | 0.3277 | 0.6985 | 0.8358 |
| 0.8119 | 2.2231 | 538 | 0.6997 | 0.3544 | 0.6997 | 0.8365 |
| 0.8119 | 2.2314 | 540 | 0.7086 | 0.3667 | 0.7086 | 0.8418 |
| 0.8119 | 2.2397 | 542 | 0.7293 | 0.3777 | 0.7293 | 0.8540 |
| 0.8119 | 2.2479 | 544 | 0.7610 | 0.3798 | 0.7610 | 0.8724 |
| 0.8119 | 2.2562 | 546 | 0.7972 | 0.3858 | 0.7972 | 0.8929 |
| 0.8119 | 2.2645 | 548 | 0.7944 | 0.3944 | 0.7944 | 0.8913 |
| 0.8119 | 2.2727 | 550 | 0.7748 | 0.3791 | 0.7748 | 0.8803 |
| 0.8119 | 2.2810 | 552 | 0.7818 | 0.3752 | 0.7818 | 0.8842 |
| 0.8119 | 2.2893 | 554 | 0.8191 | 0.4260 | 0.8191 | 0.9050 |
| 0.8119 | 2.2975 | 556 | 0.7999 | 0.3936 | 0.7999 | 0.8944 |
| 0.8119 | 2.3058 | 558 | 0.7857 | 0.3958 | 0.7857 | 0.8864 |
| 0.8119 | 2.3140 | 560 | 0.7949 | 0.4127 | 0.7949 | 0.8916 |
| 0.8119 | 2.3223 | 562 | 0.7728 | 0.3913 | 0.7728 | 0.8791 |
| 0.8119 | 2.3306 | 564 | 0.7324 | 0.3537 | 0.7324 | 0.8558 |
| 0.8119 | 2.3388 | 566 | 0.7062 | 0.3322 | 0.7062 | 0.8404 |
| 0.8119 | 2.3471 | 568 | 0.6989 | 0.3181 | 0.6989 | 0.8360 |
| 0.8119 | 2.3554 | 570 | 0.6975 | 0.3187 | 0.6975 | 0.8352 |
| 0.8119 | 2.3636 | 572 | 0.6974 | 0.3281 | 0.6974 | 0.8351 |
| 0.8119 | 2.3719 | 574 | 0.7053 | 0.3480 | 0.7053 | 0.8398 |
| 0.8119 | 2.3802 | 576 | 0.7188 | 0.3618 | 0.7188 | 0.8478 |
| 0.8119 | 2.3884 | 578 | 0.7434 | 0.3962 | 0.7434 | 0.8622 |
| 0.8119 | 2.3967 | 580 | 0.7596 | 0.3977 | 0.7596 | 0.8716 |
| 0.8119 | 2.4050 | 582 | 0.7735 | 0.3842 | 0.7735 | 0.8795 |
| 0.8119 | 2.4132 | 584 | 0.7573 | 0.3853 | 0.7573 | 0.8702 |
| 0.8119 | 2.4215 | 586 | 0.7224 | 0.3553 | 0.7224 | 0.8499 |
| 0.8119 | 2.4298 | 588 | 0.7041 | 0.3396 | 0.7041 | 0.8391 |
| 0.8119 | 2.4380 | 590 | 0.6950 | 0.3290 | 0.6950 | 0.8337 |
| 0.8119 | 2.4463 | 592 | 0.6940 | 0.3104 | 0.6940 | 0.8331 |
| 0.8119 | 2.4545 | 594 | 0.6925 | 0.3068 | 0.6925 | 0.8322 |
| 0.8119 | 2.4628 | 596 | 0.6881 | 0.3217 | 0.6881 | 0.8295 |
| 0.8119 | 2.4711 | 598 | 0.6905 | 0.3427 | 0.6905 | 0.8310 |
| 0.8119 | 2.4793 | 600 | 0.6907 | 0.3415 | 0.6907 | 0.8311 |
| 0.8119 | 2.4876 | 602 | 0.6977 | 0.3492 | 0.6977 | 0.8353 |
| 0.8119 | 2.4959 | 604 | 0.7094 | 0.3610 | 0.7094 | 0.8423 |
| 0.8119 | 2.5041 | 606 | 0.7202 | 0.3748 | 0.7202 | 0.8487 |
| 0.8119 | 2.5124 | 608 | 0.7416 | 0.3724 | 0.7416 | 0.8611 |
| 0.8119 | 2.5207 | 610 | 0.7510 | 0.3713 | 0.7510 | 0.8666 |
| 0.8119 | 2.5289 | 612 | 0.7529 | 0.3695 | 0.7529 | 0.8677 |
| 0.8119 | 2.5372 | 614 | 0.7513 | 0.3703 | 0.7513 | 0.8668 |
| 0.8119 | 2.5455 | 616 | 0.7580 | 0.3646 | 0.7580 | 0.8707 |
| 0.8119 | 2.5537 | 618 | 0.7753 | 0.3866 | 0.7753 | 0.8805 |
| 0.8119 | 2.5620 | 620 | 0.7744 | 0.3880 | 0.7744 | 0.8800 |
| 0.8119 | 2.5702 | 622 | 0.7589 | 0.4073 | 0.7589 | 0.8712 |
| 0.8119 | 2.5785 | 624 | 0.7405 | 0.4123 | 0.7405 | 0.8605 |
| 0.8119 | 2.5868 | 626 | 0.7470 | 0.4150 | 0.7470 | 0.8643 |
| 0.8119 | 2.5950 | 628 | 0.7584 | 0.4207 | 0.7584 | 0.8708 |
| 0.8119 | 2.6033 | 630 | 0.7586 | 0.4154 | 0.7586 | 0.8710 |
| 0.8119 | 2.6116 | 632 | 0.7541 | 0.4156 | 0.7541 | 0.8684 |
| 0.8119 | 2.6198 | 634 | 0.7570 | 0.4051 | 0.7570 | 0.8701 |
| 0.8119 | 2.6281 | 636 | 0.7615 | 0.3906 | 0.7615 | 0.8726 |
| 0.8119 | 2.6364 | 638 | 0.7826 | 0.4162 | 0.7826 | 0.8847 |
| 0.8119 | 2.6446 | 640 | 0.7776 | 0.4216 | 0.7776 | 0.8818 |
| 0.8119 | 2.6529 | 642 | 0.7670 | 0.4199 | 0.7670 | 0.8758 |
| 0.8119 | 2.6612 | 644 | 0.7730 | 0.4300 | 0.7730 | 0.8792 |
| 0.8119 | 2.6694 | 646 | 0.7675 | 0.4312 | 0.7675 | 0.8761 |
| 0.8119 | 2.6777 | 648 | 0.7436 | 0.4206 | 0.7436 | 0.8623 |
| 0.8119 | 2.6860 | 650 | 0.7195 | 0.3861 | 0.7195 | 0.8482 |
| 0.8119 | 2.6942 | 652 | 0.7020 | 0.3593 | 0.7020 | 0.8378 |
| 0.8119 | 2.7025 | 654 | 0.6942 | 0.3475 | 0.6942 | 0.8332 |
| 0.8119 | 2.7107 | 656 | 0.6948 | 0.3293 | 0.6948 | 0.8336 |
| 0.8119 | 2.7190 | 658 | 0.6875 | 0.3445 | 0.6875 | 0.8292 |
| 0.8119 | 2.7273 | 660 | 0.6910 | 0.3711 | 0.6910 | 0.8313 |
| 0.8119 | 2.7355 | 662 | 0.6994 | 0.3667 | 0.6994 | 0.8363 |
| 0.8119 | 2.7438 | 664 | 0.7071 | 0.3657 | 0.7071 | 0.8409 |
| 0.8119 | 2.7521 | 666 | 0.7223 | 0.3538 | 0.7223 | 0.8499 |
| 0.8119 | 2.7603 | 668 | 0.7182 | 0.3586 | 0.7182 | 0.8474 |
| 0.8119 | 2.7686 | 670 | 0.7162 | 0.3811 | 0.7162 | 0.8463 |
| 0.8119 | 2.7769 | 672 | 0.7182 | 0.4012 | 0.7182 | 0.8475 |
| 0.8119 | 2.7851 | 674 | 0.7550 | 0.4150 | 0.7550 | 0.8689 |
| 0.8119 | 2.7934 | 676 | 0.7894 | 0.4194 | 0.7894 | 0.8885 |
| 0.8119 | 2.8017 | 678 | 0.8243 | 0.4349 | 0.8243 | 0.9079 |
| 0.8119 | 2.8099 | 680 | 0.8299 | 0.4411 | 0.8299 | 0.9110 |
| 0.8119 | 2.8182 | 682 | 0.7743 | 0.4427 | 0.7743 | 0.8799 |
| 0.8119 | 2.8264 | 684 | 0.7110 | 0.4546 | 0.7110 | 0.8432 |
| 0.8119 | 2.8347 | 686 | 0.6901 | 0.4642 | 0.6901 | 0.8307 |
| 0.8119 | 2.8430 | 688 | 0.6843 | 0.4510 | 0.6843 | 0.8272 |
| 0.8119 | 2.8512 | 690 | 0.6910 | 0.4491 | 0.6910 | 0.8313 |
| 0.8119 | 2.8595 | 692 | 0.6931 | 0.4441 | 0.6931 | 0.8325 |
| 0.8119 | 2.8678 | 694 | 0.6998 | 0.4322 | 0.6998 | 0.8365 |
| 0.8119 | 2.8760 | 696 | 0.7262 | 0.4374 | 0.7262 | 0.8522 |
| 0.8119 | 2.8843 | 698 | 0.7292 | 0.4489 | 0.7292 | 0.8539 |
| 0.8119 | 2.8926 | 700 | 0.7362 | 0.4425 | 0.7362 | 0.8580 |
| 0.8119 | 2.9008 | 702 | 0.7368 | 0.4317 | 0.7368 | 0.8584 |
| 0.8119 | 2.9091 | 704 | 0.7176 | 0.4388 | 0.7176 | 0.8471 |
| 0.8119 | 2.9174 | 706 | 0.6879 | 0.4021 | 0.6879 | 0.8294 |
| 0.8119 | 2.9256 | 708 | 0.6825 | 0.3565 | 0.6825 | 0.8261 |
| 0.8119 | 2.9339 | 710 | 0.6852 | 0.3425 | 0.6852 | 0.8278 |
| 0.8119 | 2.9421 | 712 | 0.6936 | 0.3467 | 0.6936 | 0.8328 |
| 0.8119 | 2.9504 | 714 | 0.7131 | 0.3701 | 0.7131 | 0.8444 |
| 0.8119 | 2.9587 | 716 | 0.7534 | 0.3982 | 0.7534 | 0.8680 |
| 0.8119 | 2.9669 | 718 | 0.7990 | 0.4037 | 0.7990 | 0.8938 |
| 0.8119 | 2.9752 | 720 | 0.8117 | 0.3954 | 0.8117 | 0.9009 |
| 0.8119 | 2.9835 | 722 | 0.7928 | 0.3755 | 0.7928 | 0.8904 |
| 0.8119 | 2.9917 | 724 | 0.7749 | 0.3704 | 0.7749 | 0.8803 |
| 0.8119 | 3.0 | 726 | 0.7410 | 0.3685 | 0.7410 | 0.8608 |
| 0.8119 | 3.0083 | 728 | 0.7078 | 0.3320 | 0.7078 | 0.8413 |
| 0.8119 | 3.0165 | 730 | 0.6885 | 0.3582 | 0.6885 | 0.8298 |
| 0.8119 | 3.0248 | 732 | 0.6827 | 0.3727 | 0.6827 | 0.8263 |
| 0.8119 | 3.0331 | 734 | 0.6824 | 0.3768 | 0.6824 | 0.8261 |
| 0.8119 | 3.0413 | 736 | 0.6960 | 0.3747 | 0.6960 | 0.8342 |
| 0.8119 | 3.0496 | 738 | 0.7372 | 0.4239 | 0.7372 | 0.8586 |
| 0.8119 | 3.0579 | 740 | 0.7669 | 0.4242 | 0.7669 | 0.8757 |
| 0.8119 | 3.0661 | 742 | 0.7872 | 0.4403 | 0.7872 | 0.8872 |
| 0.8119 | 3.0744 | 744 | 0.8186 | 0.4507 | 0.8186 | 0.9048 |
| 0.8119 | 3.0826 | 746 | 0.8294 | 0.4630 | 0.8294 | 0.9107 |
| 0.8119 | 3.0909 | 748 | 0.8360 | 0.4668 | 0.8360 | 0.9143 |
| 0.8119 | 3.0992 | 750 | 0.8197 | 0.4625 | 0.8197 | 0.9054 |
| 0.8119 | 3.1074 | 752 | 0.7872 | 0.4497 | 0.7872 | 0.8872 |
| 0.8119 | 3.1157 | 754 | 0.7660 | 0.4446 | 0.7660 | 0.8752 |
| 0.8119 | 3.1240 | 756 | 0.7330 | 0.4297 | 0.7330 | 0.8561 |
| 0.8119 | 3.1322 | 758 | 0.7159 | 0.4146 | 0.7159 | 0.8461 |
| 0.8119 | 3.1405 | 760 | 0.7149 | 0.4101 | 0.7149 | 0.8455 |
| 0.8119 | 3.1488 | 762 | 0.7257 | 0.3980 | 0.7257 | 0.8519 |
| 0.8119 | 3.1570 | 764 | 0.7373 | 0.3896 | 0.7373 | 0.8587 |
| 0.8119 | 3.1653 | 766 | 0.7522 | 0.3797 | 0.7522 | 0.8673 |
| 0.8119 | 3.1736 | 768 | 0.7665 | 0.3807 | 0.7665 | 0.8755 |
| 0.8119 | 3.1818 | 770 | 0.7659 | 0.3904 | 0.7659 | 0.8752 |
| 0.8119 | 3.1901 | 772 | 0.7785 | 0.4009 | 0.7785 | 0.8823 |
| 0.8119 | 3.1983 | 774 | 0.7703 | 0.4056 | 0.7703 | 0.8776 |
| 0.8119 | 3.2066 | 776 | 0.7311 | 0.4378 | 0.7311 | 0.8551 |
| 0.8119 | 3.2149 | 778 | 0.7027 | 0.4659 | 0.7027 | 0.8383 |
| 0.8119 | 3.2231 | 780 | 0.6895 | 0.4575 | 0.6895 | 0.8304 |
| 0.8119 | 3.2314 | 782 | 0.6906 | 0.4526 | 0.6906 | 0.8310 |
| 0.8119 | 3.2397 | 784 | 0.6950 | 0.4425 | 0.6950 | 0.8336 |
| 0.8119 | 3.2479 | 786 | 0.7030 | 0.4236 | 0.7030 | 0.8385 |
| 0.8119 | 3.2562 | 788 | 0.7026 | 0.4342 | 0.7026 | 0.8382 |
| 0.8119 | 3.2645 | 790 | 0.7137 | 0.4729 | 0.7137 | 0.8448 |
| 0.8119 | 3.2727 | 792 | 0.7754 | 0.4865 | 0.7754 | 0.8806 |
| 0.8119 | 3.2810 | 794 | 0.9001 | 0.4989 | 0.9001 | 0.9487 |
| 0.8119 | 3.2893 | 796 | 1.0227 | 0.4918 | 1.0227 | 1.0113 |
| 0.8119 | 3.2975 | 798 | 1.0549 | 0.4976 | 1.0549 | 1.0271 |
| 0.8119 | 3.3058 | 800 | 1.0264 | 0.5062 | 1.0264 | 1.0131 |
| 0.8119 | 3.3140 | 802 | 0.9519 | 0.5050 | 0.9519 | 0.9756 |
| 0.8119 | 3.3223 | 804 | 0.9020 | 0.4978 | 0.9020 | 0.9498 |
| 0.8119 | 3.3306 | 806 | 0.8679 | 0.4886 | 0.8679 | 0.9316 |
| 0.8119 | 3.3388 | 808 | 0.7881 | 0.4842 | 0.7881 | 0.8878 |
| 0.8119 | 3.3471 | 810 | 0.7284 | 0.4827 | 0.7284 | 0.8535 |
| 0.8119 | 3.3554 | 812 | 0.6846 | 0.4779 | 0.6846 | 0.8274 |
| 0.8119 | 3.3636 | 814 | 0.6706 | 0.4454 | 0.6706 | 0.8189 |
| 0.8119 | 3.3719 | 816 | 0.6631 | 0.4198 | 0.6631 | 0.8143 |
| 0.8119 | 3.3802 | 818 | 0.6603 | 0.4011 | 0.6603 | 0.8126 |
| 0.8119 | 3.3884 | 820 | 0.6654 | 0.4118 | 0.6654 | 0.8157 |
| 0.8119 | 3.3967 | 822 | 0.6768 | 0.4279 | 0.6768 | 0.8227 |
| 0.8119 | 3.4050 | 824 | 0.6990 | 0.4267 | 0.6990 | 0.8361 |
| 0.8119 | 3.4132 | 826 | 0.6986 | 0.4198 | 0.6986 | 0.8358 |
| 0.8119 | 3.4215 | 828 | 0.6837 | 0.4023 | 0.6837 | 0.8269 |
| 0.8119 | 3.4298 | 830 | 0.6643 | 0.3740 | 0.6643 | 0.8150 |
| 0.8119 | 3.4380 | 832 | 0.6619 | 0.3677 | 0.6619 | 0.8136 |
| 0.8119 | 3.4463 | 834 | 0.6630 | 0.3734 | 0.6630 | 0.8142 |
| 0.8119 | 3.4545 | 836 | 0.6654 | 0.3856 | 0.6654 | 0.8157 |
| 0.8119 | 3.4628 | 838 | 0.6686 | 0.3941 | 0.6686 | 0.8177 |
| 0.8119 | 3.4711 | 840 | 0.6813 | 0.3959 | 0.6813 | 0.8254 |
| 0.8119 | 3.4793 | 842 | 0.7043 | 0.4370 | 0.7043 | 0.8392 |
| 0.8119 | 3.4876 | 844 | 0.7384 | 0.4447 | 0.7384 | 0.8593 |
| 0.8119 | 3.4959 | 846 | 0.7614 | 0.4501 | 0.7614 | 0.8726 |
| 0.8119 | 3.5041 | 848 | 0.7611 | 0.4586 | 0.7611 | 0.8724 |
| 0.8119 | 3.5124 | 850 | 0.7471 | 0.4689 | 0.7471 | 0.8643 |
| 0.8119 | 3.5207 | 852 | 0.7384 | 0.4471 | 0.7384 | 0.8593 |
| 0.8119 | 3.5289 | 854 | 0.7318 | 0.4349 | 0.7318 | 0.8555 |
| 0.8119 | 3.5372 | 856 | 0.7339 | 0.4407 | 0.7339 | 0.8567 |
| 0.8119 | 3.5455 | 858 | 0.7517 | 0.4654 | 0.7517 | 0.8670 |
| 0.8119 | 3.5537 | 860 | 0.7959 | 0.4680 | 0.7959 | 0.8921 |
| 0.8119 | 3.5620 | 862 | 0.8249 | 0.4887 | 0.8249 | 0.9082 |
| 0.8119 | 3.5702 | 864 | 0.8136 | 0.4694 | 0.8136 | 0.9020 |
| 0.8119 | 3.5785 | 866 | 0.8058 | 0.4728 | 0.8058 | 0.8977 |
| 0.8119 | 3.5868 | 868 | 0.7621 | 0.4513 | 0.7621 | 0.8730 |
| 0.8119 | 3.5950 | 870 | 0.7291 | 0.4436 | 0.7291 | 0.8539 |
| 0.8119 | 3.6033 | 872 | 0.7144 | 0.4326 | 0.7144 | 0.8452 |
| 0.8119 | 3.6116 | 874 | 0.6986 | 0.4217 | 0.6986 | 0.8358 |
| 0.8119 | 3.6198 | 876 | 0.6979 | 0.4276 | 0.6979 | 0.8354 |
| 0.8119 | 3.6281 | 878 | 0.7107 | 0.4299 | 0.7107 | 0.8430 |
| 0.8119 | 3.6364 | 880 | 0.7274 | 0.4298 | 0.7274 | 0.8529 |
| 0.8119 | 3.6446 | 882 | 0.7293 | 0.4336 | 0.7293 | 0.8540 |
| 0.8119 | 3.6529 | 884 | 0.7317 | 0.4344 | 0.7317 | 0.8554 |
| 0.8119 | 3.6612 | 886 | 0.7360 | 0.4356 | 0.7360 | 0.8579 |
| 0.8119 | 3.6694 | 888 | 0.7252 | 0.4287 | 0.7252 | 0.8516 |
| 0.8119 | 3.6777 | 890 | 0.7365 | 0.4379 | 0.7365 | 0.8582 |
| 0.8119 | 3.6860 | 892 | 0.7493 | 0.4418 | 0.7493 | 0.8656 |
| 0.8119 | 3.6942 | 894 | 0.7799 | 0.4786 | 0.7799 | 0.8831 |
| 0.8119 | 3.7025 | 896 | 0.7633 | 0.4693 | 0.7633 | 0.8737 |
| 0.8119 | 3.7107 | 898 | 0.7296 | 0.4445 | 0.7296 | 0.8542 |
| 0.8119 | 3.7190 | 900 | 0.7066 | 0.4374 | 0.7066 | 0.8406 |
| 0.8119 | 3.7273 | 902 | 0.6976 | 0.4409 | 0.6976 | 0.8352 |
| 0.8119 | 3.7355 | 904 | 0.6861 | 0.4326 | 0.6861 | 0.8283 |
| 0.8119 | 3.7438 | 906 | 0.6828 | 0.4364 | 0.6828 | 0.8263 |
| 0.8119 | 3.7521 | 908 | 0.6999 | 0.4593 | 0.6999 | 0.8366 |
| 0.8119 | 3.7603 | 910 | 0.7338 | 0.4737 | 0.7338 | 0.8566 |
| 0.8119 | 3.7686 | 912 | 0.7884 | 0.4740 | 0.7884 | 0.8879 |
| 0.8119 | 3.7769 | 914 | 0.8425 | 0.4918 | 0.8425 | 0.9179 |
| 0.8119 | 3.7851 | 916 | 0.8354 | 0.4874 | 0.8354 | 0.9140 |
| 0.8119 | 3.7934 | 918 | 0.8125 | 0.4889 | 0.8125 | 0.9014 |
| 0.8119 | 3.8017 | 920 | 0.7721 | 0.5016 | 0.7721 | 0.8787 |
| 0.8119 | 3.8099 | 922 | 0.7192 | 0.5015 | 0.7192 | 0.8480 |
| 0.8119 | 3.8182 | 924 | 0.6887 | 0.4966 | 0.6887 | 0.8299 |
| 0.8119 | 3.8264 | 926 | 0.6750 | 0.4688 | 0.6750 | 0.8216 |
| 0.8119 | 3.8347 | 928 | 0.6748 | 0.4686 | 0.6748 | 0.8215 |
| 0.8119 | 3.8430 | 930 | 0.6785 | 0.4655 | 0.6785 | 0.8237 |
| 0.8119 | 3.8512 | 932 | 0.6739 | 0.4575 | 0.6739 | 0.8209 |
| 0.8119 | 3.8595 | 934 | 0.6615 | 0.4606 | 0.6615 | 0.8133 |
| 0.8119 | 3.8678 | 936 | 0.6505 | 0.4426 | 0.6505 | 0.8065 |
| 0.8119 | 3.8760 | 938 | 0.6626 | 0.4712 | 0.6626 | 0.8140 |
| 0.8119 | 3.8843 | 940 | 0.6922 | 0.4790 | 0.6922 | 0.8320 |
| 0.8119 | 3.8926 | 942 | 0.7170 | 0.4796 | 0.7170 | 0.8467 |
| 0.8119 | 3.9008 | 944 | 0.7198 | 0.4755 | 0.7198 | 0.8484 |
| 0.8119 | 3.9091 | 946 | 0.7122 | 0.4612 | 0.7122 | 0.8439 |
| 0.8119 | 3.9174 | 948 | 0.6841 | 0.4587 | 0.6841 | 0.8271 |
| 0.8119 | 3.9256 | 950 | 0.6612 | 0.4314 | 0.6612 | 0.8132 |
| 0.8119 | 3.9339 | 952 | 0.6580 | 0.4278 | 0.6580 | 0.8111 |
| 0.8119 | 3.9421 | 954 | 0.6584 | 0.4087 | 0.6584 | 0.8114 |
| 0.8119 | 3.9504 | 956 | 0.6579 | 0.3995 | 0.6579 | 0.8111 |
| 0.8119 | 3.9587 | 958 | 0.6544 | 0.4100 | 0.6544 | 0.8089 |
| 0.8119 | 3.9669 | 960 | 0.6549 | 0.4142 | 0.6549 | 0.8092 |
| 0.8119 | 3.9752 | 962 | 0.6561 | 0.4199 | 0.6561 | 0.8100 |
| 0.8119 | 3.9835 | 964 | 0.6572 | 0.4281 | 0.6572 | 0.8107 |
| 0.8119 | 3.9917 | 966 | 0.6512 | 0.4208 | 0.6512 | 0.8070 |
| 0.8119 | 4.0 | 968 | 0.6494 | 0.4212 | 0.6494 | 0.8059 |
| 0.8119 | 4.0083 | 970 | 0.6540 | 0.4369 | 0.6540 | 0.8087 |
| 0.8119 | 4.0165 | 972 | 0.6484 | 0.4151 | 0.6484 | 0.8052 |
| 0.8119 | 4.0248 | 974 | 0.6461 | 0.4121 | 0.6461 | 0.8038 |
| 0.8119 | 4.0331 | 976 | 0.6474 | 0.3990 | 0.6474 | 0.8046 |
| 0.8119 | 4.0413 | 978 | 0.6522 | 0.4097 | 0.6522 | 0.8076 |
| 0.8119 | 4.0496 | 980 | 0.6583 | 0.4076 | 0.6583 | 0.8114 |
| 0.8119 | 4.0579 | 982 | 0.6725 | 0.4057 | 0.6725 | 0.8201 |
| 0.8119 | 4.0661 | 984 | 0.7051 | 0.4112 | 0.7051 | 0.8397 |
| 0.8119 | 4.0744 | 986 | 0.7576 | 0.4327 | 0.7576 | 0.8704 |
| 0.8119 | 4.0826 | 988 | 0.8069 | 0.4520 | 0.8069 | 0.8983 |
| 0.8119 | 4.0909 | 990 | 0.8215 | 0.4604 | 0.8215 | 0.9063 |
| 0.8119 | 4.0992 | 992 | 0.8083 | 0.4617 | 0.8083 | 0.8991 |
| 0.8119 | 4.1074 | 994 | 0.7955 | 0.4614 | 0.7955 | 0.8919 |
| 0.8119 | 4.1157 | 996 | 0.8009 | 0.4652 | 0.8009 | 0.8950 |
| 0.8119 | 4.1240 | 998 | 0.8434 | 0.4893 | 0.8434 | 0.9184 |
| 0.5778 | 4.1322 | 1000 | 0.8650 | 0.4941 | 0.8650 | 0.9301 |
| 0.5778 | 4.1405 | 1002 | 0.8455 | 0.4900 | 0.8455 | 0.9195 |
| 0.5778 | 4.1488 | 1004 | 0.7957 | 0.4682 | 0.7957 | 0.8920 |
| 0.5778 | 4.1570 | 1006 | 0.7266 | 0.4611 | 0.7266 | 0.8524 |
| 0.5778 | 4.1653 | 1008 | 0.6767 | 0.4436 | 0.6767 | 0.8226 |
| 0.5778 | 4.1736 | 1010 | 0.6519 | 0.4257 | 0.6519 | 0.8074 |
| 0.5778 | 4.1818 | 1012 | 0.6471 | 0.4117 | 0.6471 | 0.8044 |
| 0.5778 | 4.1901 | 1014 | 0.6458 | 0.4179 | 0.6458 | 0.8036 |
| 0.5778 | 4.1983 | 1016 | 0.6449 | 0.4104 | 0.6449 | 0.8030 |
| 0.5778 | 4.2066 | 1018 | 0.6465 | 0.4109 | 0.6465 | 0.8040 |
| 0.5778 | 4.2149 | 1020 | 0.6512 | 0.4059 | 0.6512 | 0.8070 |
| 0.5778 | 4.2231 | 1022 | 0.6712 | 0.4356 | 0.6712 | 0.8193 |
| 0.5778 | 4.2314 | 1024 | 0.7161 | 0.4657 | 0.7161 | 0.8462 |
| 0.5778 | 4.2397 | 1026 | 0.7418 | 0.4760 | 0.7418 | 0.8613 |
| 0.5778 | 4.2479 | 1028 | 0.7794 | 0.4826 | 0.7794 | 0.8828 |
| 0.5778 | 4.2562 | 1030 | 0.8239 | 0.5070 | 0.8239 | 0.9077 |
| 0.5778 | 4.2645 | 1032 | 0.8322 | 0.4981 | 0.8322 | 0.9123 |
| 0.5778 | 4.2727 | 1034 | 0.7990 | 0.5127 | 0.7990 | 0.8938 |
| 0.5778 | 4.2810 | 1036 | 0.7415 | 0.5077 | 0.7415 | 0.8611 |
| 0.5778 | 4.2893 | 1038 | 0.6896 | 0.4838 | 0.6896 | 0.8304 |
| 0.5778 | 4.2975 | 1040 | 0.6706 | 0.4798 | 0.6706 | 0.8189 |
| 0.5778 | 4.3058 | 1042 | 0.6672 | 0.4743 | 0.6672 | 0.8168 |
| 0.5778 | 4.3140 | 1044 | 0.6789 | 0.4983 | 0.6789 | 0.8239 |
| 0.5778 | 4.3223 | 1046 | 0.6826 | 0.4935 | 0.6826 | 0.8262 |
| 0.5778 | 4.3306 | 1048 | 0.6829 | 0.4970 | 0.6829 | 0.8264 |
| 0.5778 | 4.3388 | 1050 | 0.7097 | 0.5194 | 0.7097 | 0.8424 |
| 0.5778 | 4.3471 | 1052 | 0.7358 | 0.5328 | 0.7358 | 0.8578 |
| 0.5778 | 4.3554 | 1054 | 0.7959 | 0.5354 | 0.7959 | 0.8921 |
| 0.5778 | 4.3636 | 1056 | 0.8544 | 0.5248 | 0.8544 | 0.9243 |
| 0.5778 | 4.3719 | 1058 | 0.8510 | 0.5241 | 0.8510 | 0.9225 |
| 0.5778 | 4.3802 | 1060 | 0.8365 | 0.5142 | 0.8365 | 0.9146 |
| 0.5778 | 4.3884 | 1062 | 0.8332 | 0.5147 | 0.8332 | 0.9128 |
| 0.5778 | 4.3967 | 1064 | 0.8220 | 0.5062 | 0.8220 | 0.9066 |
| 0.5778 | 4.4050 | 1066 | 0.7773 | 0.5141 | 0.7773 | 0.8816 |
| 0.5778 | 4.4132 | 1068 | 0.7314 | 0.4839 | 0.7314 | 0.8552 |
| 0.5778 | 4.4215 | 1070 | 0.6749 | 0.4379 | 0.6749 | 0.8215 |
| 0.5778 | 4.4298 | 1072 | 0.6506 | 0.4531 | 0.6506 | 0.8066 |
| 0.5778 | 4.4380 | 1074 | 0.6531 | 0.4426 | 0.6531 | 0.8082 |
| 0.5778 | 4.4463 | 1076 | 0.6582 | 0.4426 | 0.6582 | 0.8113 |
| 0.5778 | 4.4545 | 1078 | 0.6726 | 0.4451 | 0.6726 | 0.8202 |
| 0.5778 | 4.4628 | 1080 | 0.6900 | 0.4480 | 0.6900 | 0.8307 |
| 0.5778 | 4.4711 | 1082 | 0.6983 | 0.4473 | 0.6983 | 0.8356 |
| 0.5778 | 4.4793 | 1084 | 0.7045 | 0.4555 | 0.7045 | 0.8394 |
| 0.5778 | 4.4876 | 1086 | 0.7390 | 0.4712 | 0.7390 | 0.8596 |
| 0.5778 | 4.4959 | 1088 | 0.7542 | 0.4733 | 0.7542 | 0.8684 |
| 0.5778 | 4.5041 | 1090 | 0.7491 | 0.4874 | 0.7491 | 0.8655 |
| 0.5778 | 4.5124 | 1092 | 0.7369 | 0.4897 | 0.7369 | 0.8584 |
| 0.5778 | 4.5207 | 1094 | 0.7211 | 0.4924 | 0.7211 | 0.8492 |
| 0.5778 | 4.5289 | 1096 | 0.6843 | 0.4415 | 0.6843 | 0.8272 |
| 0.5778 | 4.5372 | 1098 | 0.6646 | 0.4239 | 0.6646 | 0.8152 |
| 0.5778 | 4.5455 | 1100 | 0.6578 | 0.4211 | 0.6578 | 0.8111 |
| 0.5778 | 4.5537 | 1102 | 0.6605 | 0.4331 | 0.6605 | 0.8127 |
| 0.5778 | 4.5620 | 1104 | 0.6604 | 0.4331 | 0.6604 | 0.8126 |
| 0.5778 | 4.5702 | 1106 | 0.6637 | 0.4303 | 0.6637 | 0.8147 |
| 0.5778 | 4.5785 | 1108 | 0.6876 | 0.4726 | 0.6876 | 0.8292 |
| 0.5778 | 4.5868 | 1110 | 0.7259 | 0.4874 | 0.7259 | 0.8520 |
| 0.5778 | 4.5950 | 1112 | 0.8174 | 0.5126 | 0.8174 | 0.9041 |
| 0.5778 | 4.6033 | 1114 | 0.9158 | 0.5121 | 0.9158 | 0.9570 |
| 0.5778 | 4.6116 | 1116 | 0.9450 | 0.5049 | 0.9450 | 0.9721 |
| 0.5778 | 4.6198 | 1118 | 0.9216 | 0.5094 | 0.9216 | 0.9600 |
| 0.5778 | 4.6281 | 1120 | 0.8608 | 0.5118 | 0.8608 | 0.9278 |
| 0.5778 | 4.6364 | 1122 | 0.7843 | 0.5192 | 0.7843 | 0.8856 |
| 0.5778 | 4.6446 | 1124 | 0.7474 | 0.5073 | 0.7474 | 0.8645 |
| 0.5778 | 4.6529 | 1126 | 0.7097 | 0.4948 | 0.7097 | 0.8424 |
| 0.5778 | 4.6612 | 1128 | 0.6877 | 0.4847 | 0.6877 | 0.8293 |
| 0.5778 | 4.6694 | 1130 | 0.6734 | 0.4756 | 0.6734 | 0.8206 |
| 0.5778 | 4.6777 | 1132 | 0.6645 | 0.4460 | 0.6645 | 0.8152 |
| 0.5778 | 4.6860 | 1134 | 0.6596 | 0.4388 | 0.6596 | 0.8122 |
| 0.5778 | 4.6942 | 1136 | 0.6606 | 0.4394 | 0.6606 | 0.8128 |
| 0.5778 | 4.7025 | 1138 | 0.6709 | 0.4567 | 0.6709 | 0.8191 |
| 0.5778 | 4.7107 | 1140 | 0.6813 | 0.4751 | 0.6813 | 0.8254 |
| 0.5778 | 4.7190 | 1142 | 0.7082 | 0.4880 | 0.7082 | 0.8416 |
| 0.5778 | 4.7273 | 1144 | 0.7528 | 0.4834 | 0.7528 | 0.8676 |
| 0.5778 | 4.7355 | 1146 | 0.7809 | 0.4813 | 0.7809 | 0.8837 |
| 0.5778 | 4.7438 | 1148 | 0.7936 | 0.4906 | 0.7936 | 0.8908 |
| 0.5778 | 4.7521 | 1150 | 0.7741 | 0.4996 | 0.7741 | 0.8798 |
| 0.5778 | 4.7603 | 1152 | 0.7415 | 0.5021 | 0.7415 | 0.8611 |
| 0.5778 | 4.7686 | 1154 | 0.7156 | 0.4855 | 0.7156 | 0.8459 |
| 0.5778 | 4.7769 | 1156 | 0.7148 | 0.4787 | 0.7148 | 0.8455 |
| 0.5778 | 4.7851 | 1158 | 0.7235 | 0.4812 | 0.7235 | 0.8506 |
| 0.5778 | 4.7934 | 1160 | 0.7504 | 0.5051 | 0.7504 | 0.8663 |
| 0.5778 | 4.8017 | 1162 | 0.7589 | 0.5069 | 0.7589 | 0.8712 |
| 0.5778 | 4.8099 | 1164 | 0.7466 | 0.4979 | 0.7466 | 0.8641 |
| 0.5778 | 4.8182 | 1166 | 0.7340 | 0.4929 | 0.7340 | 0.8568 |
| 0.5778 | 4.8264 | 1168 | 0.7099 | 0.4681 | 0.7099 | 0.8425 |
| 0.5778 | 4.8347 | 1170 | 0.6819 | 0.4517 | 0.6819 | 0.8258 |
| 0.5778 | 4.8430 | 1172 | 0.6703 | 0.4210 | 0.6703 | 0.8187 |
| 0.5778 | 4.8512 | 1174 | 0.6684 | 0.4215 | 0.6684 | 0.8175 |
| 0.5778 | 4.8595 | 1176 | 0.6691 | 0.4260 | 0.6691 | 0.8180 |
| 0.5778 | 4.8678 | 1178 | 0.6752 | 0.4203 | 0.6752 | 0.8217 |
| 0.5778 | 4.8760 | 1180 | 0.6743 | 0.4227 | 0.6743 | 0.8212 |
| 0.5778 | 4.8843 | 1182 | 0.6668 | 0.4198 | 0.6668 | 0.8166 |
| 0.5778 | 4.8926 | 1184 | 0.6619 | 0.4126 | 0.6619 | 0.8136 |
| 0.5778 | 4.9008 | 1186 | 0.6606 | 0.4087 | 0.6606 | 0.8127 |
| 0.5778 | 4.9091 | 1188 | 0.6578 | 0.4001 | 0.6578 | 0.8111 |
| 0.5778 | 4.9174 | 1190 | 0.6581 | 0.4012 | 0.6581 | 0.8113 |
| 0.5778 | 4.9256 | 1192 | 0.6625 | 0.4032 | 0.6625 | 0.8139 |
| 0.5778 | 4.9339 | 1194 | 0.6670 | 0.4026 | 0.6670 | 0.8167 |
| 0.5778 | 4.9421 | 1196 | 0.6736 | 0.4164 | 0.6736 | 0.8207 |
| 0.5778 | 4.9504 | 1198 | 0.6797 | 0.4176 | 0.6797 | 0.8244 |
| 0.5778 | 4.9587 | 1200 | 0.6855 | 0.4144 | 0.6855 | 0.8279 |
| 0.5778 | 4.9669 | 1202 | 0.6928 | 0.4187 | 0.6928 | 0.8323 |
| 0.5778 | 4.9752 | 1204 | 0.7059 | 0.4220 | 0.7059 | 0.8402 |
| 0.5778 | 4.9835 | 1206 | 0.7182 | 0.4332 | 0.7182 | 0.8475 |
| 0.5778 | 4.9917 | 1208 | 0.7227 | 0.4325 | 0.7227 | 0.8501 |
| 0.5778 | 5.0 | 1210 | 0.7269 | 0.4311 | 0.7269 | 0.8526 |
| 0.5778 | 5.0083 | 1212 | 0.7234 | 0.4254 | 0.7234 | 0.8505 |
| 0.5778 | 5.0165 | 1214 | 0.7224 | 0.4282 | 0.7224 | 0.8500 |
| 0.5778 | 5.0248 | 1216 | 0.7119 | 0.4233 | 0.7119 | 0.8437 |
| 0.5778 | 5.0331 | 1218 | 0.7097 | 0.4084 | 0.7097 | 0.8424 |
| 0.5778 | 5.0413 | 1220 | 0.7033 | 0.3949 | 0.7033 | 0.8386 |
| 0.5778 | 5.0496 | 1222 | 0.7026 | 0.3860 | 0.7026 | 0.8382 |
| 0.5778 | 5.0579 | 1224 | 0.7020 | 0.3894 | 0.7020 | 0.8378 |
| 0.5778 | 5.0661 | 1226 | 0.7164 | 0.4109 | 0.7164 | 0.8464 |
| 0.5778 | 5.0744 | 1228 | 0.7298 | 0.4385 | 0.7298 | 0.8543 |
| 0.5778 | 5.0826 | 1230 | 0.7579 | 0.4599 | 0.7579 | 0.8706 |
| 0.5778 | 5.0909 | 1232 | 0.7965 | 0.4623 | 0.7965 | 0.8924 |
| 0.5778 | 5.0992 | 1234 | 0.7994 | 0.4623 | 0.7994 | 0.8941 |
| 0.5778 | 5.1074 | 1236 | 0.7793 | 0.4666 | 0.7793 | 0.8828 |
| 0.5778 | 5.1157 | 1238 | 0.7564 | 0.4542 | 0.7564 | 0.8697 |
| 0.5778 | 5.1240 | 1240 | 0.7423 | 0.4400 | 0.7423 | 0.8616 |
| 0.5778 | 5.1322 | 1242 | 0.7221 | 0.4410 | 0.7221 | 0.8498 |
| 0.5778 | 5.1405 | 1244 | 0.7209 | 0.4316 | 0.7209 | 0.8491 |
| 0.5778 | 5.1488 | 1246 | 0.7251 | 0.4400 | 0.7251 | 0.8515 |
| 0.5778 | 5.1570 | 1248 | 0.7327 | 0.4381 | 0.7327 | 0.8560 |
| 0.5778 | 5.1653 | 1250 | 0.7191 | 0.4073 | 0.7191 | 0.8480 |
| 0.5778 | 5.1736 | 1252 | 0.7152 | 0.4173 | 0.7152 | 0.8457 |
| 0.5778 | 5.1818 | 1254 | 0.7202 | 0.4140 | 0.7202 | 0.8487 |
| 0.5778 | 5.1901 | 1256 | 0.7291 | 0.4175 | 0.7291 | 0.8539 |
| 0.5778 | 5.1983 | 1258 | 0.7344 | 0.4388 | 0.7344 | 0.8570 |
| 0.5778 | 5.2066 | 1260 | 0.7448 | 0.4428 | 0.7448 | 0.8630 |
| 0.5778 | 5.2149 | 1262 | 0.7526 | 0.4554 | 0.7526 | 0.8675 |
| 0.5778 | 5.2231 | 1264 | 0.7646 | 0.4631 | 0.7646 | 0.8744 |
| 0.5778 | 5.2314 | 1266 | 0.7763 | 0.4650 | 0.7763 | 0.8811 |
| 0.5778 | 5.2397 | 1268 | 0.7946 | 0.4552 | 0.7946 | 0.8914 |
| 0.5778 | 5.2479 | 1270 | 0.8183 | 0.4466 | 0.8183 | 0.9046 |
| 0.5778 | 5.2562 | 1272 | 0.8347 | 0.4312 | 0.8347 | 0.9136 |
| 0.5778 | 5.2645 | 1274 | 0.8374 | 0.4331 | 0.8374 | 0.9151 |
| 0.5778 | 5.2727 | 1276 | 0.8496 | 0.4305 | 0.8496 | 0.9217 |
| 0.5778 | 5.2810 | 1278 | 0.8232 | 0.4254 | 0.8232 | 0.9073 |
| 0.5778 | 5.2893 | 1280 | 0.7932 | 0.4164 | 0.7932 | 0.8906 |
| 0.5778 | 5.2975 | 1282 | 0.7640 | 0.4233 | 0.7640 | 0.8741 |
| 0.5778 | 5.3058 | 1284 | 0.7474 | 0.4219 | 0.7474 | 0.8645 |
| 0.5778 | 5.3140 | 1286 | 0.7321 | 0.4213 | 0.7321 | 0.8556 |
| 0.5778 | 5.3223 | 1288 | 0.7201 | 0.4276 | 0.7201 | 0.8486 |
| 0.5778 | 5.3306 | 1290 | 0.7207 | 0.4330 | 0.7207 | 0.8489 |
| 0.5778 | 5.3388 | 1292 | 0.7320 | 0.4215 | 0.7320 | 0.8556 |
| 0.5778 | 5.3471 | 1294 | 0.7481 | 0.4109 | 0.7481 | 0.8649 |
| 0.5778 | 5.3554 | 1296 | 0.7712 | 0.4147 | 0.7712 | 0.8782 |
| 0.5778 | 5.3636 | 1298 | 0.7758 | 0.4249 | 0.7758 | 0.8808 |
| 0.5778 | 5.3719 | 1300 | 0.7596 | 0.4167 | 0.7596 | 0.8715 |
| 0.5778 | 5.3802 | 1302 | 0.7341 | 0.3967 | 0.7341 | 0.8568 |
| 0.5778 | 5.3884 | 1304 | 0.7109 | 0.3979 | 0.7109 | 0.8431 |
| 0.5778 | 5.3967 | 1306 | 0.7007 | 0.4094 | 0.7007 | 0.8371 |
| 0.5778 | 5.4050 | 1308 | 0.6930 | 0.4091 | 0.6930 | 0.8325 |
| 0.5778 | 5.4132 | 1310 | 0.6878 | 0.4111 | 0.6878 | 0.8294 |
| 0.5778 | 5.4215 | 1312 | 0.6824 | 0.4081 | 0.6824 | 0.8261 |
| 0.5778 | 5.4298 | 1314 | 0.6886 | 0.4166 | 0.6886 | 0.8298 |
| 0.5778 | 5.4380 | 1316 | 0.7066 | 0.4455 | 0.7066 | 0.8406 |
| 0.5778 | 5.4463 | 1318 | 0.7186 | 0.4470 | 0.7186 | 0.8477 |
| 0.5778 | 5.4545 | 1320 | 0.7227 | 0.4542 | 0.7227 | 0.8501 |
| 0.5778 | 5.4628 | 1322 | 0.7210 | 0.4352 | 0.7210 | 0.8491 |
| 0.5778 | 5.4711 | 1324 | 0.7190 | 0.4336 | 0.7190 | 0.8479 |
| 0.5778 | 5.4793 | 1326 | 0.7185 | 0.4144 | 0.7185 | 0.8477 |
| 0.5778 | 5.4876 | 1328 | 0.7252 | 0.4179 | 0.7252 | 0.8516 |
| 0.5778 | 5.4959 | 1330 | 0.7415 | 0.4221 | 0.7415 | 0.8611 |
| 0.5778 | 5.5041 | 1332 | 0.7764 | 0.4338 | 0.7764 | 0.8811 |
| 0.5778 | 5.5124 | 1334 | 0.7973 | 0.4416 | 0.7973 | 0.8929 |
| 0.5778 | 5.5207 | 1336 | 0.8050 | 0.4431 | 0.8050 | 0.8972 |
| 0.5778 | 5.5289 | 1338 | 0.8001 | 0.4484 | 0.8001 | 0.8945 |
| 0.5778 | 5.5372 | 1340 | 0.7830 | 0.4396 | 0.7830 | 0.8849 |
| 0.5778 | 5.5455 | 1342 | 0.7696 | 0.4384 | 0.7696 | 0.8773 |
| 0.5778 | 5.5537 | 1344 | 0.7587 | 0.4252 | 0.7587 | 0.8710 |
| 0.5778 | 5.5620 | 1346 | 0.7427 | 0.4174 | 0.7427 | 0.8618 |
| 0.5778 | 5.5702 | 1348 | 0.7280 | 0.3925 | 0.7280 | 0.8532 |
| 0.5778 | 5.5785 | 1350 | 0.7256 | 0.3897 | 0.7256 | 0.8518 |
| 0.5778 | 5.5868 | 1352 | 0.7287 | 0.3918 | 0.7287 | 0.8536 |
| 0.5778 | 5.5950 | 1354 | 0.7282 | 0.3980 | 0.7282 | 0.8533 |
| 0.5778 | 5.6033 | 1356 | 0.7306 | 0.4089 | 0.7306 | 0.8548 |
| 0.5778 | 5.6116 | 1358 | 0.7410 | 0.4028 | 0.7410 | 0.8608 |
| 0.5778 | 5.6198 | 1360 | 0.7537 | 0.4202 | 0.7537 | 0.8682 |
| 0.5778 | 5.6281 | 1362 | 0.7678 | 0.4143 | 0.7678 | 0.8762 |
| 0.5778 | 5.6364 | 1364 | 0.7625 | 0.4046 | 0.7625 | 0.8732 |
| 0.5778 | 5.6446 | 1366 | 0.7530 | 0.4068 | 0.7530 | 0.8678 |
| 0.5778 | 5.6529 | 1368 | 0.7549 | 0.4019 | 0.7549 | 0.8688 |
| 0.5778 | 5.6612 | 1370 | 0.7484 | 0.3873 | 0.7484 | 0.8651 |
| 0.5778 | 5.6694 | 1372 | 0.7484 | 0.3838 | 0.7484 | 0.8651 |
| 0.5778 | 5.6777 | 1374 | 0.7550 | 0.3795 | 0.7550 | 0.8689 |
| 0.5778 | 5.6860 | 1376 | 0.7697 | 0.3718 | 0.7697 | 0.8773 |
| 0.5778 | 5.6942 | 1378 | 0.7597 | 0.3742 | 0.7597 | 0.8716 |
| 0.5778 | 5.7025 | 1380 | 0.7373 | 0.3812 | 0.7373 | 0.8587 |
| 0.5778 | 5.7107 | 1382 | 0.7291 | 0.3711 | 0.7291 | 0.8539 |
| 0.5778 | 5.7190 | 1384 | 0.7313 | 0.3883 | 0.7313 | 0.8552 |
| 0.5778 | 5.7273 | 1386 | 0.7216 | 0.3988 | 0.7216 | 0.8495 |
| 0.5778 | 5.7355 | 1388 | 0.7187 | 0.3948 | 0.7187 | 0.8478 |
| 0.5778 | 5.7438 | 1390 | 0.7064 | 0.4007 | 0.7064 | 0.8405 |
| 0.5778 | 5.7521 | 1392 | 0.7009 | 0.4088 | 0.7009 | 0.8372 |
| 0.5778 | 5.7603 | 1394 | 0.6905 | 0.4143 | 0.6905 | 0.8310 |
| 0.5778 | 5.7686 | 1396 | 0.6774 | 0.4114 | 0.6774 | 0.8230 |
| 0.5778 | 5.7769 | 1398 | 0.6743 | 0.4119 | 0.6743 | 0.8212 |
| 0.5778 | 5.7851 | 1400 | 0.6798 | 0.4227 | 0.6798 | 0.8245 |
| 0.5778 | 5.7934 | 1402 | 0.6910 | 0.4263 | 0.6910 | 0.8313 |
| 0.5778 | 5.8017 | 1404 | 0.6955 | 0.4416 | 0.6955 | 0.8340 |
| 0.5778 | 5.8099 | 1406 | 0.6967 | 0.4478 | 0.6967 | 0.8347 |
| 0.5778 | 5.8182 | 1408 | 0.7038 | 0.4524 | 0.7038 | 0.8389 |
| 0.5778 | 5.8264 | 1410 | 0.7073 | 0.4510 | 0.7073 | 0.8410 |
| 0.5778 | 5.8347 | 1412 | 0.7144 | 0.4582 | 0.7144 | 0.8452 |
| 0.5778 | 5.8430 | 1414 | 0.7186 | 0.4625 | 0.7186 | 0.8477 |
| 0.5778 | 5.8512 | 1416 | 0.7223 | 0.4634 | 0.7223 | 0.8499 |
| 0.5778 | 5.8595 | 1418 | 0.7347 | 0.4663 | 0.7347 | 0.8571 |
| 0.5778 | 5.8678 | 1420 | 0.7403 | 0.4697 | 0.7403 | 0.8604 |
| 0.5778 | 5.8760 | 1422 | 0.7375 | 0.4736 | 0.7375 | 0.8588 |
| 0.5778 | 5.8843 | 1424 | 0.7401 | 0.4744 | 0.7401 | 0.8603 |
| 0.5778 | 5.8926 | 1426 | 0.7393 | 0.4785 | 0.7393 | 0.8598 |
| 0.5778 | 5.9008 | 1428 | 0.7502 | 0.4690 | 0.7502 | 0.8662 |
| 0.5778 | 5.9091 | 1430 | 0.7665 | 0.4746 | 0.7665 | 0.8755 |
| 0.5778 | 5.9174 | 1432 | 0.7643 | 0.4703 | 0.7643 | 0.8742 |
| 0.5778 | 5.9256 | 1434 | 0.7514 | 0.4617 | 0.7514 | 0.8668 |
| 0.5778 | 5.9339 | 1436 | 0.7521 | 0.4617 | 0.7521 | 0.8672 |
| 0.5778 | 5.9421 | 1438 | 0.7455 | 0.4635 | 0.7455 | 0.8634 |
| 0.5778 | 5.9504 | 1440 | 0.7286 | 0.4637 | 0.7286 | 0.8536 |
| 0.5778 | 5.9587 | 1442 | 0.7168 | 0.4529 | 0.7168 | 0.8466 |
| 0.5778 | 5.9669 | 1444 | 0.7115 | 0.4561 | 0.7115 | 0.8435 |
| 0.5778 | 5.9752 | 1446 | 0.7112 | 0.4646 | 0.7112 | 0.8433 |
| 0.5778 | 5.9835 | 1448 | 0.7144 | 0.4681 | 0.7144 | 0.8452 |
| 0.5778 | 5.9917 | 1450 | 0.7147 | 0.4707 | 0.7147 | 0.8454 |
| 0.5778 | 6.0 | 1452 | 0.7155 | 0.4734 | 0.7155 | 0.8459 |
| 0.5778 | 6.0083 | 1454 | 0.7202 | 0.4691 | 0.7202 | 0.8487 |
| 0.5778 | 6.0165 | 1456 | 0.7282 | 0.4684 | 0.7282 | 0.8534 |
| 0.5778 | 6.0248 | 1458 | 0.7427 | 0.4679 | 0.7427 | 0.8618 |
| 0.5778 | 6.0331 | 1460 | 0.7495 | 0.4677 | 0.7495 | 0.8658 |
| 0.5778 | 6.0413 | 1462 | 0.7633 | 0.4605 | 0.7633 | 0.8737 |
| 0.5778 | 6.0496 | 1464 | 0.7770 | 0.4558 | 0.7770 | 0.8815 |
| 0.5778 | 6.0579 | 1466 | 0.7859 | 0.4535 | 0.7859 | 0.8865 |
| 0.5778 | 6.0661 | 1468 | 0.7733 | 0.4518 | 0.7733 | 0.8794 |
| 0.5778 | 6.0744 | 1470 | 0.7631 | 0.4491 | 0.7631 | 0.8736 |
| 0.5778 | 6.0826 | 1472 | 0.7594 | 0.4515 | 0.7594 | 0.8715 |
| 0.5778 | 6.0909 | 1474 | 0.7527 | 0.4500 | 0.7527 | 0.8676 |
| 0.5778 | 6.0992 | 1476 | 0.7530 | 0.4461 | 0.7530 | 0.8677 |
| 0.5778 | 6.1074 | 1478 | 0.7591 | 0.4421 | 0.7591 | 0.8712 |
| 0.5778 | 6.1157 | 1480 | 0.7567 | 0.4453 | 0.7567 | 0.8699 |
| 0.5778 | 6.1240 | 1482 | 0.7660 | 0.4356 | 0.7660 | 0.8752 |
| 0.5778 | 6.1322 | 1484 | 0.7620 | 0.4356 | 0.7620 | 0.8729 |
| 0.5778 | 6.1405 | 1486 | 0.7467 | 0.4444 | 0.7467 | 0.8641 |
| 0.5778 | 6.1488 | 1488 | 0.7283 | 0.4370 | 0.7283 | 0.8534 |
| 0.5778 | 6.1570 | 1490 | 0.7169 | 0.4345 | 0.7169 | 0.8467 |
| 0.5778 | 6.1653 | 1492 | 0.7168 | 0.4343 | 0.7168 | 0.8467 |
| 0.5778 | 6.1736 | 1494 | 0.7174 | 0.4366 | 0.7174 | 0.8470 |
| 0.5778 | 6.1818 | 1496 | 0.7192 | 0.4488 | 0.7192 | 0.8481 |
| 0.5778 | 6.1901 | 1498 | 0.7289 | 0.4428 | 0.7289 | 0.8538 |
| 0.4365 | 6.1983 | 1500 | 0.7470 | 0.4510 | 0.7470 | 0.8643 |
| 0.4365 | 6.2066 | 1502 | 0.7581 | 0.4612 | 0.7581 | 0.8707 |
| 0.4365 | 6.2149 | 1504 | 0.7539 | 0.4575 | 0.7539 | 0.8683 |
| 0.4365 | 6.2231 | 1506 | 0.7569 | 0.4599 | 0.7569 | 0.8700 |
| 0.4365 | 6.2314 | 1508 | 0.7643 | 0.4673 | 0.7643 | 0.8742 |
| 0.4365 | 6.2397 | 1510 | 0.7582 | 0.4631 | 0.7582 | 0.8707 |
| 0.4365 | 6.2479 | 1512 | 0.7430 | 0.4517 | 0.7430 | 0.8620 |
| 0.4365 | 6.2562 | 1514 | 0.7267 | 0.4482 | 0.7267 | 0.8525 |
| 0.4365 | 6.2645 | 1516 | 0.7176 | 0.4467 | 0.7176 | 0.8471 |
| 0.4365 | 6.2727 | 1518 | 0.6989 | 0.4419 | 0.6989 | 0.8360 |
| 0.4365 | 6.2810 | 1520 | 0.6849 | 0.4378 | 0.6849 | 0.8276 |
| 0.4365 | 6.2893 | 1522 | 0.6767 | 0.4361 | 0.6767 | 0.8226 |
| 0.4365 | 6.2975 | 1524 | 0.6663 | 0.4399 | 0.6663 | 0.8163 |
| 0.4365 | 6.3058 | 1526 | 0.6590 | 0.4198 | 0.6590 | 0.8118 |
| 0.4365 | 6.3140 | 1528 | 0.6562 | 0.3988 | 0.6562 | 0.8101 |
| 0.4365 | 6.3223 | 1530 | 0.6570 | 0.3983 | 0.6570 | 0.8105 |
| 0.4365 | 6.3306 | 1532 | 0.6613 | 0.4097 | 0.6613 | 0.8132 |
| 0.4365 | 6.3388 | 1534 | 0.6693 | 0.4296 | 0.6693 | 0.8181 |
| 0.4365 | 6.3471 | 1536 | 0.6819 | 0.4571 | 0.6819 | 0.8258 |
| 0.4365 | 6.3554 | 1538 | 0.6933 | 0.4553 | 0.6933 | 0.8326 |
| 0.4365 | 6.3636 | 1540 | 0.7126 | 0.4635 | 0.7126 | 0.8442 |
| 0.4365 | 6.3719 | 1542 | 0.7212 | 0.4620 | 0.7212 | 0.8492 |
| 0.4365 | 6.3802 | 1544 | 0.7308 | 0.4689 | 0.7308 | 0.8549 |
| 0.4365 | 6.3884 | 1546 | 0.7292 | 0.4602 | 0.7292 | 0.8539 |
| 0.4365 | 6.3967 | 1548 | 0.7194 | 0.4682 | 0.7194 | 0.8482 |
| 0.4365 | 6.4050 | 1550 | 0.7050 | 0.4625 | 0.7050 | 0.8396 |
| 0.4365 | 6.4132 | 1552 | 0.6936 | 0.4473 | 0.6936 | 0.8328 |
| 0.4365 | 6.4215 | 1554 | 0.6871 | 0.4321 | 0.6871 | 0.8289 |
| 0.4365 | 6.4298 | 1556 | 0.6838 | 0.4134 | 0.6838 | 0.8269 |
| 0.4365 | 6.4380 | 1558 | 0.6817 | 0.3980 | 0.6817 | 0.8257 |
| 0.4365 | 6.4463 | 1560 | 0.6797 | 0.3986 | 0.6797 | 0.8244 |
| 0.4365 | 6.4545 | 1562 | 0.6799 | 0.4086 | 0.6799 | 0.8246 |
| 0.4365 | 6.4628 | 1564 | 0.6829 | 0.4136 | 0.6829 | 0.8264 |
| 0.4365 | 6.4711 | 1566 | 0.6917 | 0.4425 | 0.6917 | 0.8317 |
| 0.4365 | 6.4793 | 1568 | 0.7079 | 0.4582 | 0.7079 | 0.8414 |
| 0.4365 | 6.4876 | 1570 | 0.7290 | 0.4493 | 0.7290 | 0.8538 |
| 0.4365 | 6.4959 | 1572 | 0.7399 | 0.4555 | 0.7399 | 0.8602 |
| 0.4365 | 6.5041 | 1574 | 0.7418 | 0.4527 | 0.7418 | 0.8613 |
| 0.4365 | 6.5124 | 1576 | 0.7461 | 0.4585 | 0.7461 | 0.8638 |
| 0.4365 | 6.5207 | 1578 | 0.7395 | 0.4546 | 0.7395 | 0.8599 |
| 0.4365 | 6.5289 | 1580 | 0.7187 | 0.4435 | 0.7187 | 0.8478 |
| 0.4365 | 6.5372 | 1582 | 0.7046 | 0.4187 | 0.7046 | 0.8394 |
| 0.4365 | 6.5455 | 1584 | 0.6963 | 0.4138 | 0.6963 | 0.8345 |
| 0.4365 | 6.5537 | 1586 | 0.6986 | 0.4178 | 0.6986 | 0.8358 |
| 0.4365 | 6.5620 | 1588 | 0.7060 | 0.4358 | 0.7060 | 0.8403 |
| 0.4365 | 6.5702 | 1590 | 0.7156 | 0.4424 | 0.7156 | 0.8459 |
| 0.4365 | 6.5785 | 1592 | 0.7217 | 0.4552 | 0.7217 | 0.8495 |
| 0.4365 | 6.5868 | 1594 | 0.7263 | 0.4582 | 0.7263 | 0.8522 |
| 0.4365 | 6.5950 | 1596 | 0.7225 | 0.4578 | 0.7225 | 0.8500 |
| 0.4365 | 6.6033 | 1598 | 0.7105 | 0.4487 | 0.7105 | 0.8429 |
| 0.4365 | 6.6116 | 1600 | 0.6985 | 0.4373 | 0.6985 | 0.8358 |
| 0.4365 | 6.6198 | 1602 | 0.6969 | 0.4351 | 0.6969 | 0.8348 |
| 0.4365 | 6.6281 | 1604 | 0.6947 | 0.4356 | 0.6947 | 0.8335 |
| 0.4365 | 6.6364 | 1606 | 0.6946 | 0.4297 | 0.6946 | 0.8334 |
| 0.4365 | 6.6446 | 1608 | 0.6935 | 0.4327 | 0.6935 | 0.8328 |
| 0.4365 | 6.6529 | 1610 | 0.6982 | 0.4250 | 0.6982 | 0.8356 |
| 0.4365 | 6.6612 | 1612 | 0.7140 | 0.4232 | 0.7140 | 0.8450 |
| 0.4365 | 6.6694 | 1614 | 0.7348 | 0.4364 | 0.7348 | 0.8572 |
| 0.4365 | 6.6777 | 1616 | 0.7509 | 0.4447 | 0.7509 | 0.8666 |
| 0.4365 | 6.6860 | 1618 | 0.7461 | 0.4459 | 0.7461 | 0.8638 |
| 0.4365 | 6.6942 | 1620 | 0.7422 | 0.4422 | 0.7422 | 0.8615 |
| 0.4365 | 6.7025 | 1622 | 0.7368 | 0.4293 | 0.7368 | 0.8583 |
| 0.4365 | 6.7107 | 1624 | 0.7188 | 0.4097 | 0.7188 | 0.8478 |
| 0.4365 | 6.7190 | 1626 | 0.7001 | 0.3977 | 0.7001 | 0.8367 |
| 0.4365 | 6.7273 | 1628 | 0.6834 | 0.3887 | 0.6834 | 0.8267 |
| 0.4365 | 6.7355 | 1630 | 0.6711 | 0.3881 | 0.6711 | 0.8192 |
| 0.4365 | 6.7438 | 1632 | 0.6650 | 0.3903 | 0.6650 | 0.8155 |
| 0.4365 | 6.7521 | 1634 | 0.6602 | 0.3853 | 0.6602 | 0.8125 |
| 0.4365 | 6.7603 | 1636 | 0.6616 | 0.3864 | 0.6616 | 0.8134 |
| 0.4365 | 6.7686 | 1638 | 0.6656 | 0.3823 | 0.6656 | 0.8159 |
| 0.4365 | 6.7769 | 1640 | 0.6708 | 0.3916 | 0.6708 | 0.8190 |
| 0.4365 | 6.7851 | 1642 | 0.6700 | 0.4032 | 0.6700 | 0.8186 |
| 0.4365 | 6.7934 | 1644 | 0.6715 | 0.4050 | 0.6715 | 0.8194 |
| 0.4365 | 6.8017 | 1646 | 0.6769 | 0.4123 | 0.6769 | 0.8228 |
| 0.4365 | 6.8099 | 1648 | 0.6803 | 0.4197 | 0.6803 | 0.8248 |
| 0.4365 | 6.8182 | 1650 | 0.6835 | 0.4240 | 0.6835 | 0.8267 |
| 0.4365 | 6.8264 | 1652 | 0.6905 | 0.4392 | 0.6905 | 0.8310 |
| 0.4365 | 6.8347 | 1654 | 0.6994 | 0.4484 | 0.6994 | 0.8363 |
| 0.4365 | 6.8430 | 1656 | 0.7063 | 0.4513 | 0.7063 | 0.8404 |
| 0.4365 | 6.8512 | 1658 | 0.7118 | 0.4584 | 0.7118 | 0.8437 |
| 0.4365 | 6.8595 | 1660 | 0.7205 | 0.4606 | 0.7205 | 0.8488 |
| 0.4365 | 6.8678 | 1662 | 0.7289 | 0.4611 | 0.7289 | 0.8538 |
| 0.4365 | 6.8760 | 1664 | 0.7370 | 0.4644 | 0.7370 | 0.8585 |
| 0.4365 | 6.8843 | 1666 | 0.7384 | 0.4609 | 0.7384 | 0.8593 |
| 0.4365 | 6.8926 | 1668 | 0.7385 | 0.4658 | 0.7385 | 0.8593 |
| 0.4365 | 6.9008 | 1670 | 0.7334 | 0.4631 | 0.7334 | 0.8564 |
| 0.4365 | 6.9091 | 1672 | 0.7260 | 0.4609 | 0.7260 | 0.8520 |
| 0.4365 | 6.9174 | 1674 | 0.7219 | 0.4532 | 0.7219 | 0.8496 |
| 0.4365 | 6.9256 | 1676 | 0.7307 | 0.4565 | 0.7307 | 0.8548 |
| 0.4365 | 6.9339 | 1678 | 0.7360 | 0.4579 | 0.7360 | 0.8579 |
| 0.4365 | 6.9421 | 1680 | 0.7419 | 0.4712 | 0.7419 | 0.8614 |
| 0.4365 | 6.9504 | 1682 | 0.7390 | 0.4658 | 0.7390 | 0.8597 |
| 0.4365 | 6.9587 | 1684 | 0.7273 | 0.4579 | 0.7273 | 0.8528 |
| 0.4365 | 6.9669 | 1686 | 0.7076 | 0.4252 | 0.7076 | 0.8412 |
| 0.4365 | 6.9752 | 1688 | 0.6937 | 0.4319 | 0.6937 | 0.8329 |
| 0.4365 | 6.9835 | 1690 | 0.6848 | 0.4205 | 0.6848 | 0.8275 |
| 0.4365 | 6.9917 | 1692 | 0.6815 | 0.4186 | 0.6815 | 0.8255 |
| 0.4365 | 7.0 | 1694 | 0.6830 | 0.4294 | 0.6830 | 0.8264 |
| 0.4365 | 7.0083 | 1696 | 0.6885 | 0.4250 | 0.6885 | 0.8298 |
| 0.4365 | 7.0165 | 1698 | 0.7052 | 0.4358 | 0.7052 | 0.8398 |
| 0.4365 | 7.0248 | 1700 | 0.7252 | 0.4511 | 0.7252 | 0.8516 |
| 0.4365 | 7.0331 | 1702 | 0.7365 | 0.4648 | 0.7365 | 0.8582 |
| 0.4365 | 7.0413 | 1704 | 0.7412 | 0.4796 | 0.7412 | 0.8609 |
| 0.4365 | 7.0496 | 1706 | 0.7454 | 0.4759 | 0.7454 | 0.8633 |
| 0.4365 | 7.0579 | 1708 | 0.7393 | 0.4751 | 0.7393 | 0.8598 |
| 0.4365 | 7.0661 | 1710 | 0.7352 | 0.4715 | 0.7352 | 0.8574 |
| 0.4365 | 7.0744 | 1712 | 0.7254 | 0.4626 | 0.7254 | 0.8517 |
| 0.4365 | 7.0826 | 1714 | 0.7183 | 0.4486 | 0.7183 | 0.8475 |
| 0.4365 | 7.0909 | 1716 | 0.7160 | 0.4444 | 0.7160 | 0.8462 |
| 0.4365 | 7.0992 | 1718 | 0.7121 | 0.4459 | 0.7121 | 0.8438 |
| 0.4365 | 7.1074 | 1720 | 0.7139 | 0.4498 | 0.7139 | 0.8449 |
| 0.4365 | 7.1157 | 1722 | 0.7197 | 0.4490 | 0.7197 | 0.8484 |
| 0.4365 | 7.1240 | 1724 | 0.7281 | 0.4694 | 0.7281 | 0.8533 |
| 0.4365 | 7.1322 | 1726 | 0.7256 | 0.4648 | 0.7256 | 0.8518 |
| 0.4365 | 7.1405 | 1728 | 0.7257 | 0.4598 | 0.7257 | 0.8519 |
| 0.4365 | 7.1488 | 1730 | 0.7313 | 0.4625 | 0.7313 | 0.8552 |
| 0.4365 | 7.1570 | 1732 | 0.7346 | 0.4636 | 0.7346 | 0.8571 |
| 0.4365 | 7.1653 | 1734 | 0.7382 | 0.4565 | 0.7382 | 0.8592 |
| 0.4365 | 7.1736 | 1736 | 0.7428 | 0.4530 | 0.7428 | 0.8618 |
| 0.4365 | 7.1818 | 1738 | 0.7454 | 0.4523 | 0.7454 | 0.8633 |
| 0.4365 | 7.1901 | 1740 | 0.7541 | 0.4671 | 0.7541 | 0.8684 |
| 0.4365 | 7.1983 | 1742 | 0.7723 | 0.4608 | 0.7723 | 0.8788 |
| 0.4365 | 7.2066 | 1744 | 0.7829 | 0.4574 | 0.7829 | 0.8848 |
| 0.4365 | 7.2149 | 1746 | 0.7854 | 0.4662 | 0.7854 | 0.8862 |
| 0.4365 | 7.2231 | 1748 | 0.7770 | 0.4687 | 0.7770 | 0.8815 |
| 0.4365 | 7.2314 | 1750 | 0.7671 | 0.4699 | 0.7671 | 0.8759 |
| 0.4365 | 7.2397 | 1752 | 0.7631 | 0.4782 | 0.7631 | 0.8736 |
| 0.4365 | 7.2479 | 1754 | 0.7578 | 0.4791 | 0.7578 | 0.8705 |
| 0.4365 | 7.2562 | 1756 | 0.7488 | 0.4709 | 0.7488 | 0.8653 |
| 0.4365 | 7.2645 | 1758 | 0.7372 | 0.4667 | 0.7372 | 0.8586 |
| 0.4365 | 7.2727 | 1760 | 0.7251 | 0.4570 | 0.7251 | 0.8515 |
| 0.4365 | 7.2810 | 1762 | 0.7213 | 0.4536 | 0.7213 | 0.8493 |
| 0.4365 | 7.2893 | 1764 | 0.7171 | 0.4533 | 0.7171 | 0.8468 |
| 0.4365 | 7.2975 | 1766 | 0.7120 | 0.4538 | 0.7120 | 0.8438 |
| 0.4365 | 7.3058 | 1768 | 0.7068 | 0.4509 | 0.7068 | 0.8407 |
| 0.4365 | 7.3140 | 1770 | 0.7025 | 0.4525 | 0.7025 | 0.8381 |
| 0.4365 | 7.3223 | 1772 | 0.7018 | 0.4496 | 0.7018 | 0.8377 |
| 0.4365 | 7.3306 | 1774 | 0.7023 | 0.4436 | 0.7023 | 0.8380 |
| 0.4365 | 7.3388 | 1776 | 0.7035 | 0.4380 | 0.7035 | 0.8388 |
| 0.4365 | 7.3471 | 1778 | 0.7055 | 0.4404 | 0.7055 | 0.8400 |
| 0.4365 | 7.3554 | 1780 | 0.7155 | 0.4519 | 0.7155 | 0.8459 |
| 0.4365 | 7.3636 | 1782 | 0.7286 | 0.4344 | 0.7286 | 0.8536 |
| 0.4365 | 7.3719 | 1784 | 0.7472 | 0.4375 | 0.7472 | 0.8644 |
| 0.4365 | 7.3802 | 1786 | 0.7668 | 0.4487 | 0.7668 | 0.8757 |
| 0.4365 | 7.3884 | 1788 | 0.7703 | 0.4429 | 0.7703 | 0.8776 |
| 0.4365 | 7.3967 | 1790 | 0.7689 | 0.4423 | 0.7689 | 0.8769 |
| 0.4365 | 7.4050 | 1792 | 0.7640 | 0.4422 | 0.7640 | 0.8741 |
| 0.4365 | 7.4132 | 1794 | 0.7622 | 0.4425 | 0.7622 | 0.8730 |
| 0.4365 | 7.4215 | 1796 | 0.7540 | 0.4398 | 0.7540 | 0.8683 |
| 0.4365 | 7.4298 | 1798 | 0.7468 | 0.4452 | 0.7468 | 0.8642 |
| 0.4365 | 7.4380 | 1800 | 0.7332 | 0.4388 | 0.7332 | 0.8563 |
| 0.4365 | 7.4463 | 1802 | 0.7240 | 0.4459 | 0.7240 | 0.8509 |
| 0.4365 | 7.4545 | 1804 | 0.7201 | 0.4400 | 0.7201 | 0.8486 |
| 0.4365 | 7.4628 | 1806 | 0.7136 | 0.4411 | 0.7136 | 0.8447 |
| 0.4365 | 7.4711 | 1808 | 0.7116 | 0.4493 | 0.7116 | 0.8435 |
| 0.4365 | 7.4793 | 1810 | 0.7137 | 0.4460 | 0.7137 | 0.8448 |
| 0.4365 | 7.4876 | 1812 | 0.7189 | 0.4390 | 0.7189 | 0.8479 |
| 0.4365 | 7.4959 | 1814 | 0.7131 | 0.4416 | 0.7131 | 0.8444 |
| 0.4365 | 7.5041 | 1816 | 0.7130 | 0.4375 | 0.7130 | 0.8444 |
| 0.4365 | 7.5124 | 1818 | 0.7161 | 0.4304 | 0.7161 | 0.8462 |
| 0.4365 | 7.5207 | 1820 | 0.7185 | 0.4298 | 0.7185 | 0.8476 |
| 0.4365 | 7.5289 | 1822 | 0.7192 | 0.4352 | 0.7192 | 0.8481 |
| 0.4365 | 7.5372 | 1824 | 0.7234 | 0.4355 | 0.7234 | 0.8505 |
| 0.4365 | 7.5455 | 1826 | 0.7249 | 0.4438 | 0.7249 | 0.8514 |
| 0.4365 | 7.5537 | 1828 | 0.7246 | 0.4420 | 0.7246 | 0.8512 |
| 0.4365 | 7.5620 | 1830 | 0.7207 | 0.4376 | 0.7207 | 0.8489 |
| 0.4365 | 7.5702 | 1832 | 0.7130 | 0.4397 | 0.7130 | 0.8444 |
| 0.4365 | 7.5785 | 1834 | 0.7039 | 0.4366 | 0.7039 | 0.8390 |
| 0.4365 | 7.5868 | 1836 | 0.6958 | 0.4581 | 0.6958 | 0.8341 |
| 0.4365 | 7.5950 | 1838 | 0.6913 | 0.4609 | 0.6913 | 0.8315 |
| 0.4365 | 7.6033 | 1840 | 0.6889 | 0.4654 | 0.6889 | 0.8300 |
| 0.4365 | 7.6116 | 1842 | 0.6884 | 0.4601 | 0.6884 | 0.8297 |
| 0.4365 | 7.6198 | 1844 | 0.6881 | 0.4487 | 0.6881 | 0.8295 |
| 0.4365 | 7.6281 | 1846 | 0.6899 | 0.4563 | 0.6899 | 0.8306 |
| 0.4365 | 7.6364 | 1848 | 0.6951 | 0.4547 | 0.6951 | 0.8337 |
| 0.4365 | 7.6446 | 1850 | 0.6992 | 0.4646 | 0.6992 | 0.8362 |
| 0.4365 | 7.6529 | 1852 | 0.7000 | 0.4641 | 0.7000 | 0.8367 |
| 0.4365 | 7.6612 | 1854 | 0.7000 | 0.4645 | 0.7000 | 0.8367 |
| 0.4365 | 7.6694 | 1856 | 0.6980 | 0.4654 | 0.6980 | 0.8354 |
| 0.4365 | 7.6777 | 1858 | 0.6969 | 0.4659 | 0.6969 | 0.8348 |
| 0.4365 | 7.6860 | 1860 | 0.6985 | 0.4588 | 0.6985 | 0.8358 |
| 0.4365 | 7.6942 | 1862 | 0.7033 | 0.4578 | 0.7033 | 0.8386 |
| 0.4365 | 7.7025 | 1864 | 0.7100 | 0.4703 | 0.7100 | 0.8426 |
| 0.4365 | 7.7107 | 1866 | 0.7218 | 0.4889 | 0.7218 | 0.8496 |
| 0.4365 | 7.7190 | 1868 | 0.7346 | 0.4829 | 0.7346 | 0.8571 |
| 0.4365 | 7.7273 | 1870 | 0.7415 | 0.4843 | 0.7415 | 0.8611 |
| 0.4365 | 7.7355 | 1872 | 0.7442 | 0.4877 | 0.7442 | 0.8627 |
| 0.4365 | 7.7438 | 1874 | 0.7371 | 0.4830 | 0.7371 | 0.8586 |
| 0.4365 | 7.7521 | 1876 | 0.7298 | 0.4762 | 0.7298 | 0.8543 |
| 0.4365 | 7.7603 | 1878 | 0.7249 | 0.4821 | 0.7249 | 0.8514 |
| 0.4365 | 7.7686 | 1880 | 0.7164 | 0.4814 | 0.7164 | 0.8464 |
| 0.4365 | 7.7769 | 1882 | 0.7081 | 0.4722 | 0.7081 | 0.8415 |
| 0.4365 | 7.7851 | 1884 | 0.7065 | 0.4857 | 0.7065 | 0.8405 |
| 0.4365 | 7.7934 | 1886 | 0.7041 | 0.4862 | 0.7041 | 0.8391 |
| 0.4365 | 7.8017 | 1888 | 0.7051 | 0.4844 | 0.7051 | 0.8397 |
| 0.4365 | 7.8099 | 1890 | 0.7024 | 0.4873 | 0.7024 | 0.8381 |
| 0.4365 | 7.8182 | 1892 | 0.6945 | 0.4799 | 0.6945 | 0.8333 |
| 0.4365 | 7.8264 | 1894 | 0.6854 | 0.4653 | 0.6854 | 0.8279 |
| 0.4365 | 7.8347 | 1896 | 0.6810 | 0.4642 | 0.6810 | 0.8252 |
| 0.4365 | 7.8430 | 1898 | 0.6806 | 0.4607 | 0.6806 | 0.8250 |
| 0.4365 | 7.8512 | 1900 | 0.6832 | 0.4648 | 0.6832 | 0.8266 |
| 0.4365 | 7.8595 | 1902 | 0.6869 | 0.4666 | 0.6869 | 0.8288 |
| 0.4365 | 7.8678 | 1904 | 0.6915 | 0.4903 | 0.6915 | 0.8316 |
| 0.4365 | 7.8760 | 1906 | 0.6972 | 0.4917 | 0.6972 | 0.8350 |
| 0.4365 | 7.8843 | 1908 | 0.7088 | 0.4825 | 0.7088 | 0.8419 |
| 0.4365 | 7.8926 | 1910 | 0.7237 | 0.4841 | 0.7237 | 0.8507 |
| 0.4365 | 7.9008 | 1912 | 0.7396 | 0.4788 | 0.7396 | 0.8600 |
| 0.4365 | 7.9091 | 1914 | 0.7542 | 0.4907 | 0.7542 | 0.8684 |
| 0.4365 | 7.9174 | 1916 | 0.7661 | 0.4874 | 0.7661 | 0.8753 |
| 0.4365 | 7.9256 | 1918 | 0.7685 | 0.4849 | 0.7685 | 0.8766 |
| 0.4365 | 7.9339 | 1920 | 0.7619 | 0.4821 | 0.7619 | 0.8729 |
| 0.4365 | 7.9421 | 1922 | 0.7539 | 0.4785 | 0.7539 | 0.8683 |
| 0.4365 | 7.9504 | 1924 | 0.7469 | 0.4756 | 0.7469 | 0.8642 |
| 0.4365 | 7.9587 | 1926 | 0.7370 | 0.4783 | 0.7370 | 0.8585 |
| 0.4365 | 7.9669 | 1928 | 0.7327 | 0.4753 | 0.7327 | 0.8560 |
| 0.4365 | 7.9752 | 1930 | 0.7306 | 0.475 | 0.7306 | 0.8547 |
| 0.4365 | 7.9835 | 1932 | 0.7237 | 0.4759 | 0.7237 | 0.8507 |
| 0.4365 | 7.9917 | 1934 | 0.7213 | 0.4724 | 0.7213 | 0.8493 |
| 0.4365 | 8.0 | 1936 | 0.7204 | 0.4740 | 0.7204 | 0.8487 |
| 0.4365 | 8.0083 | 1938 | 0.7212 | 0.4760 | 0.7212 | 0.8492 |
| 0.4365 | 8.0165 | 1940 | 0.7209 | 0.4725 | 0.7209 | 0.8490 |
| 0.4365 | 8.0248 | 1942 | 0.7230 | 0.4720 | 0.7230 | 0.8503 |
| 0.4365 | 8.0331 | 1944 | 0.7255 | 0.4749 | 0.7255 | 0.8517 |
| 0.4365 | 8.0413 | 1946 | 0.7276 | 0.4742 | 0.7276 | 0.8530 |
| 0.4365 | 8.0496 | 1948 | 0.7298 | 0.4715 | 0.7298 | 0.8543 |
| 0.4365 | 8.0579 | 1950 | 0.7299 | 0.4736 | 0.7299 | 0.8544 |
| 0.4365 | 8.0661 | 1952 | 0.7263 | 0.4701 | 0.7263 | 0.8522 |
| 0.4365 | 8.0744 | 1954 | 0.7239 | 0.4701 | 0.7239 | 0.8509 |
| 0.4365 | 8.0826 | 1956 | 0.7185 | 0.4677 | 0.7185 | 0.8476 |
| 0.4365 | 8.0909 | 1958 | 0.7123 | 0.4601 | 0.7123 | 0.8440 |
| 0.4365 | 8.0992 | 1960 | 0.7106 | 0.4621 | 0.7106 | 0.8429 |
| 0.4365 | 8.1074 | 1962 | 0.7091 | 0.4603 | 0.7091 | 0.8421 |
| 0.4365 | 8.1157 | 1964 | 0.7083 | 0.4626 | 0.7083 | 0.8416 |
| 0.4365 | 8.1240 | 1966 | 0.7118 | 0.4579 | 0.7118 | 0.8437 |
| 0.4365 | 8.1322 | 1968 | 0.7129 | 0.4596 | 0.7129 | 0.8443 |
| 0.4365 | 8.1405 | 1970 | 0.7107 | 0.4638 | 0.7107 | 0.8431 |
| 0.4365 | 8.1488 | 1972 | 0.7097 | 0.4693 | 0.7097 | 0.8424 |
| 0.4365 | 8.1570 | 1974 | 0.7060 | 0.4649 | 0.7060 | 0.8402 |
| 0.4365 | 8.1653 | 1976 | 0.7054 | 0.4660 | 0.7054 | 0.8399 |
| 0.4365 | 8.1736 | 1978 | 0.7083 | 0.4686 | 0.7083 | 0.8416 |
| 0.4365 | 8.1818 | 1980 | 0.7138 | 0.4714 | 0.7138 | 0.8449 |
| 0.4365 | 8.1901 | 1982 | 0.7202 | 0.4714 | 0.7202 | 0.8486 |
| 0.4365 | 8.1983 | 1984 | 0.7260 | 0.4651 | 0.7260 | 0.8520 |
| 0.4365 | 8.2066 | 1986 | 0.7332 | 0.4644 | 0.7332 | 0.8562 |
| 0.4365 | 8.2149 | 1988 | 0.7348 | 0.4675 | 0.7348 | 0.8572 |
| 0.4365 | 8.2231 | 1990 | 0.7350 | 0.4717 | 0.7350 | 0.8573 |
| 0.4365 | 8.2314 | 1992 | 0.7305 | 0.4721 | 0.7305 | 0.8547 |
| 0.4365 | 8.2397 | 1994 | 0.7229 | 0.4780 | 0.7229 | 0.8502 |
| 0.4365 | 8.2479 | 1996 | 0.7181 | 0.4780 | 0.7181 | 0.8474 |
| 0.4365 | 8.2562 | 1998 | 0.7154 | 0.4780 | 0.7154 | 0.8458 |
| 0.35 | 8.2645 | 2000 | 0.7139 | 0.4767 | 0.7139 | 0.8450 |
| 0.35 | 8.2727 | 2002 | 0.7171 | 0.4775 | 0.7171 | 0.8468 |
| 0.35 | 8.2810 | 2004 | 0.7215 | 0.4786 | 0.7215 | 0.8494 |
| 0.35 | 8.2893 | 2006 | 0.7246 | 0.4772 | 0.7246 | 0.8512 |
| 0.35 | 8.2975 | 2008 | 0.7268 | 0.4748 | 0.7268 | 0.8525 |
| 0.35 | 8.3058 | 2010 | 0.7321 | 0.4692 | 0.7321 | 0.8556 |
| 0.35 | 8.3140 | 2012 | 0.7356 | 0.4744 | 0.7356 | 0.8576 |
| 0.35 | 8.3223 | 2014 | 0.7433 | 0.4802 | 0.7433 | 0.8622 |
| 0.35 | 8.3306 | 2016 | 0.7474 | 0.4792 | 0.7474 | 0.8645 |
| 0.35 | 8.3388 | 2018 | 0.7485 | 0.4792 | 0.7485 | 0.8651 |
| 0.35 | 8.3471 | 2020 | 0.7459 | 0.4797 | 0.7459 | 0.8637 |
| 0.35 | 8.3554 | 2022 | 0.7428 | 0.4792 | 0.7428 | 0.8619 |
| 0.35 | 8.3636 | 2024 | 0.7363 | 0.4823 | 0.7363 | 0.8581 |
| 0.35 | 8.3719 | 2026 | 0.7290 | 0.4791 | 0.7290 | 0.8538 |
| 0.35 | 8.3802 | 2028 | 0.7237 | 0.4684 | 0.7237 | 0.8507 |
| 0.35 | 8.3884 | 2030 | 0.7194 | 0.4680 | 0.7194 | 0.8482 |
| 0.35 | 8.3967 | 2032 | 0.7171 | 0.4646 | 0.7171 | 0.8468 |
| 0.35 | 8.4050 | 2034 | 0.7173 | 0.4618 | 0.7173 | 0.8469 |
| 0.35 | 8.4132 | 2036 | 0.7182 | 0.4641 | 0.7182 | 0.8475 |
| 0.35 | 8.4215 | 2038 | 0.7220 | 0.4673 | 0.7220 | 0.8497 |
| 0.35 | 8.4298 | 2040 | 0.7297 | 0.4763 | 0.7297 | 0.8542 |
| 0.35 | 8.4380 | 2042 | 0.7317 | 0.4825 | 0.7317 | 0.8554 |
| 0.35 | 8.4463 | 2044 | 0.7284 | 0.4862 | 0.7284 | 0.8535 |
| 0.35 | 8.4545 | 2046 | 0.7250 | 0.4859 | 0.7250 | 0.8515 |
| 0.35 | 8.4628 | 2048 | 0.7197 | 0.4790 | 0.7197 | 0.8484 |
| 0.35 | 8.4711 | 2050 | 0.7152 | 0.4769 | 0.7152 | 0.8457 |
| 0.35 | 8.4793 | 2052 | 0.7139 | 0.4766 | 0.7139 | 0.8449 |
| 0.35 | 8.4876 | 2054 | 0.7167 | 0.4843 | 0.7167 | 0.8466 |
| 0.35 | 8.4959 | 2056 | 0.7214 | 0.4844 | 0.7214 | 0.8493 |
| 0.35 | 8.5041 | 2058 | 0.7305 | 0.4932 | 0.7305 | 0.8547 |
| 0.35 | 8.5124 | 2060 | 0.7337 | 0.4854 | 0.7337 | 0.8566 |
| 0.35 | 8.5207 | 2062 | 0.7309 | 0.4840 | 0.7309 | 0.8549 |
| 0.35 | 8.5289 | 2064 | 0.7304 | 0.4805 | 0.7304 | 0.8546 |
| 0.35 | 8.5372 | 2066 | 0.7243 | 0.4732 | 0.7243 | 0.8510 |
| 0.35 | 8.5455 | 2068 | 0.7137 | 0.4800 | 0.7137 | 0.8448 |
| 0.35 | 8.5537 | 2070 | 0.7057 | 0.4624 | 0.7057 | 0.8401 |
| 0.35 | 8.5620 | 2072 | 0.7004 | 0.4630 | 0.7004 | 0.8369 |
| 0.35 | 8.5702 | 2074 | 0.6972 | 0.4615 | 0.6972 | 0.8350 |
| 0.35 | 8.5785 | 2076 | 0.6955 | 0.4578 | 0.6955 | 0.8340 |
| 0.35 | 8.5868 | 2078 | 0.6932 | 0.4547 | 0.6932 | 0.8326 |
| 0.35 | 8.5950 | 2080 | 0.6910 | 0.4553 | 0.6910 | 0.8313 |
| 0.35 | 8.6033 | 2082 | 0.6885 | 0.4541 | 0.6885 | 0.8297 |
| 0.35 | 8.6116 | 2084 | 0.6879 | 0.4570 | 0.6879 | 0.8294 |
| 0.35 | 8.6198 | 2086 | 0.6897 | 0.4530 | 0.6897 | 0.8305 |
| 0.35 | 8.6281 | 2088 | 0.6900 | 0.4539 | 0.6900 | 0.8307 |
| 0.35 | 8.6364 | 2090 | 0.6903 | 0.4597 | 0.6903 | 0.8309 |
| 0.35 | 8.6446 | 2092 | 0.6942 | 0.4612 | 0.6942 | 0.8332 |
| 0.35 | 8.6529 | 2094 | 0.6996 | 0.4639 | 0.6996 | 0.8364 |
| 0.35 | 8.6612 | 2096 | 0.7040 | 0.4747 | 0.7040 | 0.8390 |
| 0.35 | 8.6694 | 2098 | 0.7090 | 0.4735 | 0.7090 | 0.8420 |
| 0.35 | 8.6777 | 2100 | 0.7126 | 0.4735 | 0.7126 | 0.8441 |
| 0.35 | 8.6860 | 2102 | 0.7162 | 0.4749 | 0.7162 | 0.8463 |
| 0.35 | 8.6942 | 2104 | 0.7187 | 0.4730 | 0.7187 | 0.8478 |
| 0.35 | 8.7025 | 2106 | 0.7190 | 0.4734 | 0.7190 | 0.8479 |
| 0.35 | 8.7107 | 2108 | 0.7182 | 0.4711 | 0.7182 | 0.8475 |
| 0.35 | 8.7190 | 2110 | 0.7150 | 0.4753 | 0.7150 | 0.8456 |
| 0.35 | 8.7273 | 2112 | 0.7090 | 0.4682 | 0.7090 | 0.8420 |
| 0.35 | 8.7355 | 2114 | 0.7046 | 0.4629 | 0.7046 | 0.8394 |
| 0.35 | 8.7438 | 2116 | 0.6986 | 0.4665 | 0.6986 | 0.8358 |
| 0.35 | 8.7521 | 2118 | 0.6969 | 0.4643 | 0.6969 | 0.8348 |
| 0.35 | 8.7603 | 2120 | 0.6978 | 0.4708 | 0.6978 | 0.8353 |
| 0.35 | 8.7686 | 2122 | 0.6970 | 0.4645 | 0.6970 | 0.8349 |
| 0.35 | 8.7769 | 2124 | 0.6960 | 0.4645 | 0.6960 | 0.8343 |
| 0.35 | 8.7851 | 2126 | 0.6950 | 0.4645 | 0.6950 | 0.8337 |
| 0.35 | 8.7934 | 2128 | 0.6977 | 0.4725 | 0.6977 | 0.8353 |
| 0.35 | 8.8017 | 2130 | 0.6993 | 0.4742 | 0.6993 | 0.8363 |
| 0.35 | 8.8099 | 2132 | 0.7003 | 0.4742 | 0.7003 | 0.8369 |
| 0.35 | 8.8182 | 2134 | 0.6999 | 0.4713 | 0.6999 | 0.8366 |
| 0.35 | 8.8264 | 2136 | 0.6990 | 0.4684 | 0.6990 | 0.8361 |
| 0.35 | 8.8347 | 2138 | 0.6984 | 0.4706 | 0.6984 | 0.8357 |
| 0.35 | 8.8430 | 2140 | 0.6986 | 0.4791 | 0.6986 | 0.8358 |
| 0.35 | 8.8512 | 2142 | 0.7011 | 0.4793 | 0.7011 | 0.8373 |
| 0.35 | 8.8595 | 2144 | 0.7070 | 0.4791 | 0.7070 | 0.8408 |
| 0.35 | 8.8678 | 2146 | 0.7125 | 0.4789 | 0.7125 | 0.8441 |
| 0.35 | 8.8760 | 2148 | 0.7169 | 0.4685 | 0.7169 | 0.8467 |
| 0.35 | 8.8843 | 2150 | 0.7223 | 0.4693 | 0.7223 | 0.8499 |
| 0.35 | 8.8926 | 2152 | 0.7236 | 0.4693 | 0.7236 | 0.8506 |
| 0.35 | 8.9008 | 2154 | 0.7243 | 0.4670 | 0.7243 | 0.8510 |
| 0.35 | 8.9091 | 2156 | 0.7276 | 0.4708 | 0.7276 | 0.8530 |
| 0.35 | 8.9174 | 2158 | 0.7326 | 0.4724 | 0.7326 | 0.8559 |
| 0.35 | 8.9256 | 2160 | 0.7325 | 0.4724 | 0.7325 | 0.8559 |
| 0.35 | 8.9339 | 2162 | 0.7342 | 0.4704 | 0.7342 | 0.8569 |
| 0.35 | 8.9421 | 2164 | 0.7340 | 0.4704 | 0.7340 | 0.8567 |
| 0.35 | 8.9504 | 2166 | 0.7322 | 0.4720 | 0.7322 | 0.8557 |
| 0.35 | 8.9587 | 2168 | 0.7303 | 0.4813 | 0.7303 | 0.8546 |
| 0.35 | 8.9669 | 2170 | 0.7280 | 0.4810 | 0.7280 | 0.8532 |
| 0.35 | 8.9752 | 2172 | 0.7254 | 0.4856 | 0.7254 | 0.8517 |
| 0.35 | 8.9835 | 2174 | 0.7241 | 0.4864 | 0.7241 | 0.8510 |
| 0.35 | 8.9917 | 2176 | 0.7216 | 0.4848 | 0.7216 | 0.8494 |
| 0.35 | 9.0 | 2178 | 0.7178 | 0.4841 | 0.7178 | 0.8473 |
| 0.35 | 9.0083 | 2180 | 0.7169 | 0.4841 | 0.7169 | 0.8467 |
| 0.35 | 9.0165 | 2182 | 0.7152 | 0.4852 | 0.7152 | 0.8457 |
| 0.35 | 9.0248 | 2184 | 0.7147 | 0.4852 | 0.7147 | 0.8454 |
| 0.35 | 9.0331 | 2186 | 0.7133 | 0.4856 | 0.7133 | 0.8446 |
| 0.35 | 9.0413 | 2188 | 0.7117 | 0.4856 | 0.7117 | 0.8436 |
| 0.35 | 9.0496 | 2190 | 0.7106 | 0.4835 | 0.7106 | 0.8430 |
| 0.35 | 9.0579 | 2192 | 0.7115 | 0.4817 | 0.7115 | 0.8435 |
| 0.35 | 9.0661 | 2194 | 0.7116 | 0.4790 | 0.7116 | 0.8436 |
| 0.35 | 9.0744 | 2196 | 0.7130 | 0.4777 | 0.7130 | 0.8444 |
| 0.35 | 9.0826 | 2198 | 0.7156 | 0.4772 | 0.7156 | 0.8459 |
| 0.35 | 9.0909 | 2200 | 0.7153 | 0.4793 | 0.7153 | 0.8458 |
| 0.35 | 9.0992 | 2202 | 0.7145 | 0.4827 | 0.7145 | 0.8453 |
| 0.35 | 9.1074 | 2204 | 0.7147 | 0.4827 | 0.7147 | 0.8454 |
| 0.35 | 9.1157 | 2206 | 0.7159 | 0.4827 | 0.7159 | 0.8461 |
| 0.35 | 9.1240 | 2208 | 0.7187 | 0.4772 | 0.7187 | 0.8478 |
| 0.35 | 9.1322 | 2210 | 0.7215 | 0.4790 | 0.7215 | 0.8494 |
| 0.35 | 9.1405 | 2212 | 0.7212 | 0.4744 | 0.7212 | 0.8492 |
| 0.35 | 9.1488 | 2214 | 0.7189 | 0.4764 | 0.7189 | 0.8479 |
| 0.35 | 9.1570 | 2216 | 0.7144 | 0.4757 | 0.7144 | 0.8452 |
| 0.35 | 9.1653 | 2218 | 0.7111 | 0.4851 | 0.7111 | 0.8433 |
| 0.35 | 9.1736 | 2220 | 0.7087 | 0.4798 | 0.7087 | 0.8418 |
| 0.35 | 9.1818 | 2222 | 0.7077 | 0.4799 | 0.7077 | 0.8412 |
| 0.35 | 9.1901 | 2224 | 0.7071 | 0.4755 | 0.7071 | 0.8409 |
| 0.35 | 9.1983 | 2226 | 0.7086 | 0.4698 | 0.7086 | 0.8418 |
| 0.35 | 9.2066 | 2228 | 0.7123 | 0.4662 | 0.7123 | 0.8440 |
| 0.35 | 9.2149 | 2230 | 0.7160 | 0.4662 | 0.7160 | 0.8462 |
| 0.35 | 9.2231 | 2232 | 0.7183 | 0.4665 | 0.7183 | 0.8475 |
| 0.35 | 9.2314 | 2234 | 0.7219 | 0.4671 | 0.7219 | 0.8497 |
| 0.35 | 9.2397 | 2236 | 0.7258 | 0.4713 | 0.7258 | 0.8519 |
| 0.35 | 9.2479 | 2238 | 0.7290 | 0.4676 | 0.7290 | 0.8538 |
| 0.35 | 9.2562 | 2240 | 0.7311 | 0.4763 | 0.7311 | 0.8551 |
| 0.35 | 9.2645 | 2242 | 0.7326 | 0.4763 | 0.7326 | 0.8559 |
| 0.35 | 9.2727 | 2244 | 0.7314 | 0.4763 | 0.7314 | 0.8552 |
| 0.35 | 9.2810 | 2246 | 0.7293 | 0.4701 | 0.7293 | 0.8540 |
| 0.35 | 9.2893 | 2248 | 0.7260 | 0.4633 | 0.7260 | 0.8521 |
| 0.35 | 9.2975 | 2250 | 0.7217 | 0.4642 | 0.7217 | 0.8495 |
| 0.35 | 9.3058 | 2252 | 0.7179 | 0.4685 | 0.7179 | 0.8473 |
| 0.35 | 9.3140 | 2254 | 0.7160 | 0.4705 | 0.7160 | 0.8462 |
| 0.35 | 9.3223 | 2256 | 0.7162 | 0.4697 | 0.7162 | 0.8463 |
| 0.35 | 9.3306 | 2258 | 0.7177 | 0.4678 | 0.7177 | 0.8472 |
| 0.35 | 9.3388 | 2260 | 0.7191 | 0.4707 | 0.7191 | 0.8480 |
| 0.35 | 9.3471 | 2262 | 0.7204 | 0.4687 | 0.7204 | 0.8488 |
| 0.35 | 9.3554 | 2264 | 0.7207 | 0.4663 | 0.7207 | 0.8489 |
| 0.35 | 9.3636 | 2266 | 0.7226 | 0.4636 | 0.7226 | 0.8501 |
| 0.35 | 9.3719 | 2268 | 0.7248 | 0.4589 | 0.7248 | 0.8513 |
| 0.35 | 9.3802 | 2270 | 0.7279 | 0.4592 | 0.7279 | 0.8532 |
| 0.35 | 9.3884 | 2272 | 0.7305 | 0.4712 | 0.7305 | 0.8547 |
| 0.35 | 9.3967 | 2274 | 0.7348 | 0.4761 | 0.7348 | 0.8572 |
| 0.35 | 9.4050 | 2276 | 0.7360 | 0.4752 | 0.7360 | 0.8579 |
| 0.35 | 9.4132 | 2278 | 0.7356 | 0.4714 | 0.7356 | 0.8577 |
| 0.35 | 9.4215 | 2280 | 0.7335 | 0.4719 | 0.7335 | 0.8565 |
| 0.35 | 9.4298 | 2282 | 0.7306 | 0.4576 | 0.7306 | 0.8547 |
| 0.35 | 9.4380 | 2284 | 0.7295 | 0.4556 | 0.7295 | 0.8541 |
| 0.35 | 9.4463 | 2286 | 0.7297 | 0.4578 | 0.7297 | 0.8542 |
| 0.35 | 9.4545 | 2288 | 0.7307 | 0.4663 | 0.7307 | 0.8548 |
| 0.35 | 9.4628 | 2290 | 0.7323 | 0.4663 | 0.7323 | 0.8557 |
| 0.35 | 9.4711 | 2292 | 0.7358 | 0.4688 | 0.7358 | 0.8578 |
| 0.35 | 9.4793 | 2294 | 0.7398 | 0.4701 | 0.7398 | 0.8601 |
| 0.35 | 9.4876 | 2296 | 0.7431 | 0.4726 | 0.7431 | 0.8620 |
| 0.35 | 9.4959 | 2298 | 0.7471 | 0.4750 | 0.7471 | 0.8643 |
| 0.35 | 9.5041 | 2300 | 0.7506 | 0.4813 | 0.7506 | 0.8664 |
| 0.35 | 9.5124 | 2302 | 0.7519 | 0.4937 | 0.7519 | 0.8671 |
| 0.35 | 9.5207 | 2304 | 0.7531 | 0.4937 | 0.7531 | 0.8678 |
| 0.35 | 9.5289 | 2306 | 0.7524 | 0.4937 | 0.7524 | 0.8674 |
| 0.35 | 9.5372 | 2308 | 0.7516 | 0.4937 | 0.7516 | 0.8670 |
| 0.35 | 9.5455 | 2310 | 0.7502 | 0.4937 | 0.7502 | 0.8661 |
| 0.35 | 9.5537 | 2312 | 0.7483 | 0.4937 | 0.7483 | 0.8650 |
| 0.35 | 9.5620 | 2314 | 0.7466 | 0.4797 | 0.7466 | 0.8641 |
| 0.35 | 9.5702 | 2316 | 0.7472 | 0.4797 | 0.7472 | 0.8644 |
| 0.35 | 9.5785 | 2318 | 0.7479 | 0.4826 | 0.7479 | 0.8648 |
| 0.35 | 9.5868 | 2320 | 0.7488 | 0.4854 | 0.7488 | 0.8653 |
| 0.35 | 9.5950 | 2322 | 0.7495 | 0.4854 | 0.7495 | 0.8658 |
| 0.35 | 9.6033 | 2324 | 0.7501 | 0.4854 | 0.7501 | 0.8661 |
| 0.35 | 9.6116 | 2326 | 0.7503 | 0.4854 | 0.7503 | 0.8662 |
| 0.35 | 9.6198 | 2328 | 0.7500 | 0.4854 | 0.7500 | 0.8660 |
| 0.35 | 9.6281 | 2330 | 0.7491 | 0.4854 | 0.7491 | 0.8655 |
| 0.35 | 9.6364 | 2332 | 0.7494 | 0.4854 | 0.7494 | 0.8657 |
| 0.35 | 9.6446 | 2334 | 0.7483 | 0.4871 | 0.7483 | 0.8651 |
| 0.35 | 9.6529 | 2336 | 0.7474 | 0.4871 | 0.7474 | 0.8645 |
| 0.35 | 9.6612 | 2338 | 0.7472 | 0.4871 | 0.7472 | 0.8644 |
| 0.35 | 9.6694 | 2340 | 0.7468 | 0.4905 | 0.7468 | 0.8642 |
| 0.35 | 9.6777 | 2342 | 0.7456 | 0.4863 | 0.7456 | 0.8635 |
| 0.35 | 9.6860 | 2344 | 0.7448 | 0.4822 | 0.7448 | 0.8630 |
| 0.35 | 9.6942 | 2346 | 0.7444 | 0.4822 | 0.7444 | 0.8628 |
| 0.35 | 9.7025 | 2348 | 0.7445 | 0.4822 | 0.7445 | 0.8629 |
| 0.35 | 9.7107 | 2350 | 0.7449 | 0.4822 | 0.7449 | 0.8631 |
| 0.35 | 9.7190 | 2352 | 0.7449 | 0.4788 | 0.7449 | 0.8631 |
| 0.35 | 9.7273 | 2354 | 0.7443 | 0.4788 | 0.7443 | 0.8627 |
| 0.35 | 9.7355 | 2356 | 0.7436 | 0.4788 | 0.7436 | 0.8623 |
| 0.35 | 9.7438 | 2358 | 0.7430 | 0.4842 | 0.7430 | 0.8620 |
| 0.35 | 9.7521 | 2360 | 0.7426 | 0.4842 | 0.7426 | 0.8618 |
| 0.35 | 9.7603 | 2362 | 0.7429 | 0.4809 | 0.7429 | 0.8619 |
| 0.35 | 9.7686 | 2364 | 0.7422 | 0.4842 | 0.7422 | 0.8615 |
| 0.35 | 9.7769 | 2366 | 0.7411 | 0.4800 | 0.7411 | 0.8608 |
| 0.35 | 9.7851 | 2368 | 0.7398 | 0.4797 | 0.7398 | 0.8601 |
| 0.35 | 9.7934 | 2370 | 0.7385 | 0.4805 | 0.7385 | 0.8594 |
| 0.35 | 9.8017 | 2372 | 0.7367 | 0.4805 | 0.7367 | 0.8583 |
| 0.35 | 9.8099 | 2374 | 0.7344 | 0.4778 | 0.7344 | 0.8570 |
| 0.35 | 9.8182 | 2376 | 0.7325 | 0.4778 | 0.7325 | 0.8558 |
| 0.35 | 9.8264 | 2378 | 0.7306 | 0.4732 | 0.7306 | 0.8548 |
| 0.35 | 9.8347 | 2380 | 0.7296 | 0.4698 | 0.7296 | 0.8542 |
| 0.35 | 9.8430 | 2382 | 0.7286 | 0.4695 | 0.7286 | 0.8536 |
| 0.35 | 9.8512 | 2384 | 0.7279 | 0.4717 | 0.7279 | 0.8532 |
| 0.35 | 9.8595 | 2386 | 0.7270 | 0.4759 | 0.7270 | 0.8526 |
| 0.35 | 9.8678 | 2388 | 0.7257 | 0.4748 | 0.7257 | 0.8519 |
| 0.35 | 9.8760 | 2390 | 0.7246 | 0.4748 | 0.7246 | 0.8513 |
| 0.35 | 9.8843 | 2392 | 0.7240 | 0.4748 | 0.7240 | 0.8509 |
| 0.35 | 9.8926 | 2394 | 0.7236 | 0.4665 | 0.7236 | 0.8507 |
| 0.35 | 9.9008 | 2396 | 0.7236 | 0.4665 | 0.7236 | 0.8506 |
| 0.35 | 9.9091 | 2398 | 0.7238 | 0.4748 | 0.7238 | 0.8507 |
| 0.35 | 9.9174 | 2400 | 0.7238 | 0.4665 | 0.7238 | 0.8508 |
| 0.35 | 9.9256 | 2402 | 0.7236 | 0.4665 | 0.7236 | 0.8507 |
| 0.35 | 9.9339 | 2404 | 0.7235 | 0.4665 | 0.7235 | 0.8506 |
| 0.35 | 9.9421 | 2406 | 0.7233 | 0.4698 | 0.7233 | 0.8505 |
| 0.35 | 9.9504 | 2408 | 0.7230 | 0.4698 | 0.7230 | 0.8503 |
| 0.35 | 9.9587 | 2410 | 0.7229 | 0.4698 | 0.7229 | 0.8502 |
| 0.35 | 9.9669 | 2412 | 0.7228 | 0.4698 | 0.7228 | 0.8502 |
| 0.35 | 9.9752 | 2414 | 0.7227 | 0.4698 | 0.7227 | 0.8501 |
| 0.35 | 9.9835 | 2416 | 0.7226 | 0.4698 | 0.7226 | 0.8501 |
| 0.35 | 9.9917 | 2418 | 0.7226 | 0.4698 | 0.7226 | 0.8501 |
| 0.35 | 10.0 | 2420 | 0.7226 | 0.4698 | 0.7226 | 0.8501 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
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