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---
library_name: transformers
license: apache-2.0
base_model: PekingU/rtdetr_r50vd
tags:
- generated_from_trainer
datasets:
- imagefolder
model-index:
- name: detr-finetuned-cppe-5-10k-steps
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. -->
# detr-finetuned-cppe-5-10k-steps
This model is a fine-tuned version of [PekingU/rtdetr_r50vd](https://huggingface.co/PekingU/rtdetr_r50vd) on the imagefolder dataset.
It achieves the following results on the evaluation set:
- Loss: 13.8955
- Map: 0.1056
- Map 50: 0.2682
- Map 75: 0.0807
- Map Small: 0.0
- Map Medium: 0.0749
- Map Large: 0.3361
- Mar 1: 0.1272
- Mar 10: 0.1948
- Mar 100: 0.208
- Mar Small: 0.0
- Mar Medium: 0.1572
- Mar Large: 0.5072
- Map Hand: 0.1655
- Mar 100 Hand: 0.1906
- Map Knife: 0.0605
- Mar 100 Knife: 0.1768
- Map Radio: 0.0001
- Mar 100 Radio: 0.008
- Map Binos: 0.0613
- Mar 100 Binos: 0.1578
- Map Handgun: 0.0479
- Mar 100 Handgun: 0.1712
- Map Grenade: -1.0
- Mar 100 Grenade: -1.0
- Map Rifle: 0.2983
- Mar 100 Rifle: 0.5436
## 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: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 1337
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 100.0
- mixed_precision_training: Native AMP
### Training results
| Training Loss | Epoch | Step | Validation Loss | Map | Map 50 | Map 75 | Map Small | Map Medium | Map Large | Mar 1 | Mar 10 | Mar 100 | Mar Small | Mar Medium | Mar Large | Map Hand | Mar 100 Hand | Map Knife | Mar 100 Knife | Map Radio | Mar 100 Radio | Map Binos | Mar 100 Binos | Map Handgun | Mar 100 Handgun | Map Grenade | Mar 100 Grenade | Map Rifle | Mar 100 Rifle |
|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:--------:|:------------:|:---------:|:-------------:|:---------:|:-------------:|:---------:|:-------------:|:-----------:|:---------------:|:-----------:|:---------------:|:---------:|:-------------:|
| 26.2445 | 1.0 | 243 | 11.0351 | 0.2021 | 0.3788 | 0.1827 | 0.0494 | 0.1709 | 0.6416 | 0.3117 | 0.546 | 0.5916 | 0.3089 | 0.5616 | 0.7861 | 0.3219 | 0.6676 | 0.221 | 0.6161 | 0.0383 | 0.384 | 0.1037 | 0.593 | 0.097 | 0.5542 | -1.0 | -1.0 | 0.4305 | 0.735 |
| 13.8976 | 2.0 | 486 | 10.6770 | 0.267 | 0.4577 | 0.256 | 0.099 | 0.2159 | 0.6999 | 0.3652 | 0.5896 | 0.6423 | 0.4103 | 0.6191 | 0.7929 | 0.4229 | 0.689 | 0.2994 | 0.675 | 0.1294 | 0.456 | 0.1087 | 0.6336 | 0.1131 | 0.639 | -1.0 | -1.0 | 0.5288 | 0.7613 |
| 12.4745 | 3.0 | 729 | 10.8013 | 0.3713 | 0.6319 | 0.377 | 0.1295 | 0.3456 | 0.7472 | 0.4297 | 0.6123 | 0.6566 | 0.4287 | 0.6406 | 0.8478 | 0.4393 | 0.6936 | 0.4227 | 0.6875 | 0.2402 | 0.516 | 0.1834 | 0.6633 | 0.3384 | 0.6017 | -1.0 | -1.0 | 0.6039 | 0.7773 |
| 11.7775 | 4.0 | 972 | 11.1568 | 0.3555 | 0.6473 | 0.3376 | 0.0939 | 0.3101 | 0.6466 | 0.4029 | 0.5839 | 0.6172 | 0.3607 | 0.5772 | 0.7741 | 0.4485 | 0.652 | 0.3977 | 0.6821 | 0.1729 | 0.408 | 0.2821 | 0.632 | 0.2314 | 0.5847 | -1.0 | -1.0 | 0.6001 | 0.7442 |
| 11.4179 | 5.0 | 1215 | 11.5190 | 0.3511 | 0.6276 | 0.3462 | 0.1138 | 0.2936 | 0.7477 | 0.3902 | 0.5407 | 0.5582 | 0.2909 | 0.5096 | 0.8256 | 0.4455 | 0.6224 | 0.4251 | 0.6518 | 0.1222 | 0.248 | 0.2528 | 0.557 | 0.2357 | 0.5237 | -1.0 | -1.0 | 0.6252 | 0.746 |
| 10.701 | 6.0 | 1458 | 11.6731 | 0.3654 | 0.6875 | 0.3227 | 0.11 | 0.3099 | 0.671 | 0.398 | 0.5208 | 0.5236 | 0.2972 | 0.476 | 0.773 | 0.4361 | 0.5738 | 0.378 | 0.5518 | 0.1017 | 0.264 | 0.3391 | 0.5227 | 0.2934 | 0.4898 | -1.0 | -1.0 | 0.6443 | 0.7393 |
| 10.3427 | 7.0 | 1701 | 11.3578 | 0.3595 | 0.6606 | 0.3333 | 0.0921 | 0.2978 | 0.7263 | 0.3836 | 0.516 | 0.5234 | 0.291 | 0.4699 | 0.7769 | 0.4384 | 0.5654 | 0.3974 | 0.6143 | 0.1092 | 0.236 | 0.333 | 0.5273 | 0.232 | 0.4492 | -1.0 | -1.0 | 0.647 | 0.7485 |
| 10.1603 | 8.0 | 1944 | 11.8045 | 0.322 | 0.6255 | 0.2688 | 0.0877 | 0.2597 | 0.6186 | 0.3493 | 0.4776 | 0.4828 | 0.2725 | 0.424 | 0.7425 | 0.3921 | 0.5237 | 0.3264 | 0.5071 | 0.1358 | 0.268 | 0.2088 | 0.4305 | 0.2201 | 0.4237 | -1.0 | -1.0 | 0.6489 | 0.7436 |
| 10.0173 | 9.0 | 2187 | 12.1883 | 0.2644 | 0.5553 | 0.2284 | 0.0489 | 0.2003 | 0.542 | 0.3044 | 0.3826 | 0.3843 | 0.2017 | 0.3197 | 0.7068 | 0.3369 | 0.4111 | 0.2471 | 0.3821 | 0.056 | 0.148 | 0.2111 | 0.3531 | 0.1684 | 0.3271 | -1.0 | -1.0 | 0.5666 | 0.684 |
| 9.6875 | 10.0 | 2430 | 12.1560 | 0.2642 | 0.5203 | 0.2204 | 0.0508 | 0.1777 | 0.6493 | 0.2981 | 0.4006 | 0.411 | 0.2216 | 0.3384 | 0.7372 | 0.3607 | 0.46 | 0.2705 | 0.4536 | 0.0547 | 0.16 | 0.1428 | 0.3344 | 0.1455 | 0.3373 | -1.0 | -1.0 | 0.611 | 0.7209 |
| 9.6552 | 11.0 | 2673 | 12.0592 | 0.3206 | 0.647 | 0.2632 | 0.0698 | 0.2566 | 0.6 | 0.3517 | 0.447 | 0.4593 | 0.2393 | 0.4043 | 0.7483 | 0.3659 | 0.4794 | 0.3822 | 0.5268 | 0.1181 | 0.232 | 0.3116 | 0.4305 | 0.1387 | 0.3746 | -1.0 | -1.0 | 0.6069 | 0.7123 |
| 9.5691 | 12.0 | 2916 | 12.7867 | 0.2438 | 0.4925 | 0.2089 | 0.0762 | 0.1896 | 0.5726 | 0.2754 | 0.3667 | 0.3718 | 0.1302 | 0.3196 | 0.6834 | 0.3288 | 0.3975 | 0.2792 | 0.3929 | 0.077 | 0.116 | 0.262 | 0.3719 | 0.0639 | 0.3322 | -1.0 | -1.0 | 0.4518 | 0.6202 |
| 9.3589 | 13.0 | 3159 | 12.5751 | 0.2707 | 0.5256 | 0.2447 | 0.0768 | 0.2379 | 0.5878 | 0.3125 | 0.4015 | 0.4109 | 0.0952 | 0.3635 | 0.7347 | 0.3247 | 0.4095 | 0.3035 | 0.4804 | 0.0879 | 0.144 | 0.2914 | 0.4156 | 0.1783 | 0.3407 | -1.0 | -1.0 | 0.4386 | 0.6755 |
| 9.2296 | 14.0 | 3402 | 12.8074 | 0.2713 | 0.5674 | 0.2255 | 0.073 | 0.2352 | 0.5959 | 0.3204 | 0.4277 | 0.4395 | 0.2285 | 0.3956 | 0.7407 | 0.3357 | 0.4456 | 0.3858 | 0.5232 | 0.1399 | 0.236 | 0.2605 | 0.4078 | 0.131 | 0.3797 | -1.0 | -1.0 | 0.3752 | 0.6448 |
| 9.1393 | 15.0 | 3645 | 12.8611 | 0.2091 | 0.458 | 0.1634 | 0.0471 | 0.1603 | 0.5465 | 0.2583 | 0.3526 | 0.3654 | 0.1712 | 0.32 | 0.7242 | 0.2391 | 0.3361 | 0.2929 | 0.4286 | 0.1155 | 0.16 | 0.2083 | 0.3633 | 0.0709 | 0.3085 | -1.0 | -1.0 | 0.3281 | 0.5957 |
| 8.6971 | 16.0 | 3888 | 13.2202 | 0.1643 | 0.3535 | 0.131 | 0.0766 | 0.1227 | 0.4971 | 0.2033 | 0.3366 | 0.3553 | 0.1727 | 0.299 | 0.7236 | 0.2575 | 0.3282 | 0.2209 | 0.4107 | 0.0798 | 0.152 | 0.1059 | 0.2828 | 0.0197 | 0.3186 | -1.0 | -1.0 | 0.3019 | 0.6393 |
| 8.8298 | 17.0 | 4131 | 12.9959 | 0.2316 | 0.4501 | 0.208 | 0.0754 | 0.1642 | 0.6608 | 0.275 | 0.3759 | 0.3856 | 0.2045 | 0.3213 | 0.7603 | 0.2923 | 0.3672 | 0.3374 | 0.4946 | 0.0624 | 0.14 | 0.1697 | 0.3203 | 0.0756 | 0.3458 | -1.0 | -1.0 | 0.4522 | 0.6454 |
| 8.5902 | 18.0 | 4374 | 13.0290 | 0.2248 | 0.4844 | 0.1781 | 0.1132 | 0.1982 | 0.4629 | 0.2702 | 0.3483 | 0.3575 | 0.1163 | 0.3168 | 0.6249 | 0.2505 | 0.313 | 0.2429 | 0.3982 | 0.0655 | 0.096 | 0.2972 | 0.3805 | 0.092 | 0.3085 | -1.0 | -1.0 | 0.4008 | 0.6491 |
| 8.7283 | 19.0 | 4617 | 13.3499 | 0.2062 | 0.4008 | 0.1895 | 0.0251 | 0.1647 | 0.4201 | 0.2501 | 0.3286 | 0.3394 | 0.0548 | 0.2949 | 0.679 | 0.2881 | 0.3614 | 0.2011 | 0.3518 | 0.0011 | 0.036 | 0.2681 | 0.3664 | 0.0767 | 0.3119 | -1.0 | -1.0 | 0.402 | 0.6092 |
| 8.5466 | 20.0 | 4860 | 12.9557 | 0.2371 | 0.487 | 0.1974 | 0.0287 | 0.1965 | 0.4002 | 0.2675 | 0.3524 | 0.3621 | 0.1426 | 0.3218 | 0.5405 | 0.2977 | 0.3739 | 0.1847 | 0.3518 | 0.0235 | 0.072 | 0.2699 | 0.3578 | 0.1516 | 0.3712 | -1.0 | -1.0 | 0.4952 | 0.646 |
| 8.4748 | 21.0 | 5103 | 13.0234 | 0.2146 | 0.4234 | 0.181 | 0.0595 | 0.1596 | 0.6419 | 0.2459 | 0.3548 | 0.3708 | 0.1423 | 0.3196 | 0.794 | 0.3144 | 0.3965 | 0.2584 | 0.3821 | 0.0388 | 0.076 | 0.195 | 0.3297 | 0.0265 | 0.3881 | -1.0 | -1.0 | 0.4545 | 0.6521 |
| 8.3742 | 22.0 | 5346 | 12.8936 | 0.2619 | 0.5216 | 0.222 | 0.0718 | 0.2017 | 0.6594 | 0.2911 | 0.4129 | 0.4436 | 0.1629 | 0.4076 | 0.8079 | 0.3292 | 0.448 | 0.2435 | 0.4196 | 0.0674 | 0.168 | 0.2667 | 0.4656 | 0.165 | 0.461 | -1.0 | -1.0 | 0.4998 | 0.6994 |
| 8.3388 | 23.0 | 5589 | 12.8914 | 0.2867 | 0.5574 | 0.252 | 0.083 | 0.219 | 0.6348 | 0.3137 | 0.3969 | 0.4238 | 0.1786 | 0.3612 | 0.805 | 0.3192 | 0.408 | 0.3331 | 0.4786 | 0.0756 | 0.12 | 0.2837 | 0.4211 | 0.1154 | 0.3864 | -1.0 | -1.0 | 0.5933 | 0.7288 |
| 8.2653 | 24.0 | 5832 | 13.0177 | 0.2601 | 0.5182 | 0.2312 | 0.0449 | 0.202 | 0.6073 | 0.2952 | 0.385 | 0.4092 | 0.1883 | 0.3547 | 0.8023 | 0.3058 | 0.4345 | 0.3332 | 0.5161 | 0.0353 | 0.08 | 0.2753 | 0.4398 | 0.1358 | 0.3593 | -1.0 | -1.0 | 0.4751 | 0.6252 |
| 8.1082 | 25.0 | 6075 | 12.7751 | 0.2683 | 0.5175 | 0.2474 | 0.0724 | 0.2167 | 0.6102 | 0.3117 | 0.4138 | 0.4441 | 0.2429 | 0.3934 | 0.7998 | 0.2997 | 0.4411 | 0.3905 | 0.5268 | 0.0718 | 0.144 | 0.3215 | 0.4734 | 0.0467 | 0.4102 | -1.0 | -1.0 | 0.4794 | 0.6693 |
| 8.1065 | 26.0 | 6318 | 12.9549 | 0.2826 | 0.5735 | 0.2454 | 0.0543 | 0.233 | 0.583 | 0.3189 | 0.4211 | 0.4429 | 0.1982 | 0.4008 | 0.7366 | 0.2931 | 0.3901 | 0.3671 | 0.5125 | 0.1329 | 0.22 | 0.2824 | 0.4305 | 0.1482 | 0.422 | -1.0 | -1.0 | 0.4721 | 0.6822 |
| 8.1044 | 27.0 | 6561 | 12.9133 | 0.2826 | 0.5508 | 0.2619 | 0.0456 | 0.2471 | 0.5274 | 0.3083 | 0.4367 | 0.4608 | 0.1707 | 0.4215 | 0.7187 | 0.3608 | 0.4839 | 0.3253 | 0.4857 | 0.0825 | 0.212 | 0.3228 | 0.4688 | 0.1335 | 0.4356 | -1.0 | -1.0 | 0.4705 | 0.6785 |
| 8.058 | 28.0 | 6804 | 13.1728 | 0.278 | 0.5244 | 0.2548 | 0.0709 | 0.2259 | 0.5298 | 0.3127 | 0.4338 | 0.4648 | 0.2356 | 0.4237 | 0.6889 | 0.3487 | 0.4786 | 0.3091 | 0.5 | 0.0727 | 0.176 | 0.335 | 0.4945 | 0.1083 | 0.4492 | -1.0 | -1.0 | 0.4944 | 0.6902 |
| 8.0279 | 29.0 | 7047 | 12.7755 | 0.2481 | 0.5278 | 0.2067 | 0.0818 | 0.1918 | 0.5582 | 0.2779 | 0.3779 | 0.4014 | 0.1882 | 0.349 | 0.7132 | 0.3203 | 0.4348 | 0.3218 | 0.4643 | 0.0769 | 0.164 | 0.267 | 0.3938 | 0.073 | 0.3424 | -1.0 | -1.0 | 0.4294 | 0.6092 |
| 8.1898 | 30.0 | 7290 | 13.1205 | 0.1991 | 0.431 | 0.1611 | 0.0705 | 0.1561 | 0.5312 | 0.2349 | 0.3144 | 0.3586 | 0.1133 | 0.3054 | 0.6877 | 0.2738 | 0.3913 | 0.2385 | 0.3839 | 0.0161 | 0.088 | 0.2596 | 0.3859 | 0.0445 | 0.3203 | -1.0 | -1.0 | 0.362 | 0.5822 |
| 7.9297 | 31.0 | 7533 | 13.0575 | 0.225 | 0.472 | 0.1937 | 0.0809 | 0.1766 | 0.529 | 0.2585 | 0.3522 | 0.3838 | 0.1978 | 0.3235 | 0.6909 | 0.2634 | 0.3792 | 0.2321 | 0.4 | 0.0412 | 0.12 | 0.3014 | 0.3859 | 0.0624 | 0.3797 | -1.0 | -1.0 | 0.4493 | 0.638 |
| 7.7829 | 32.0 | 7776 | 13.1299 | 0.1994 | 0.4066 | 0.1804 | 0.0351 | 0.1545 | 0.4497 | 0.2228 | 0.3092 | 0.3372 | 0.0869 | 0.2819 | 0.6158 | 0.288 | 0.3843 | 0.1393 | 0.2875 | 0.011 | 0.032 | 0.3102 | 0.4273 | 0.0575 | 0.3271 | -1.0 | -1.0 | 0.3905 | 0.565 |
| 7.8297 | 33.0 | 8019 | 13.2561 | 0.1601 | 0.36 | 0.1059 | 0.0619 | 0.1143 | 0.3273 | 0.1862 | 0.2922 | 0.3253 | 0.1427 | 0.261 | 0.612 | 0.2731 | 0.3816 | 0.1277 | 0.2911 | 0.0017 | 0.052 | 0.158 | 0.393 | 0.0546 | 0.2831 | -1.0 | -1.0 | 0.3454 | 0.5509 |
| 7.7388 | 34.0 | 8262 | 13.3269 | 0.176 | 0.3842 | 0.1429 | 0.086 | 0.1382 | 0.4469 | 0.2019 | 0.3311 | 0.3678 | 0.1904 | 0.3219 | 0.6543 | 0.3193 | 0.4331 | 0.1714 | 0.3679 | 0.0062 | 0.104 | 0.234 | 0.4297 | 0.018 | 0.3373 | -1.0 | -1.0 | 0.3073 | 0.535 |
| 7.6546 | 35.0 | 8505 | 13.2449 | 0.1929 | 0.4139 | 0.1485 | 0.0578 | 0.1398 | 0.3528 | 0.2142 | 0.3369 | 0.3658 | 0.2039 | 0.3171 | 0.5149 | 0.351 | 0.4632 | 0.0922 | 0.3143 | 0.0059 | 0.08 | 0.2666 | 0.4641 | 0.0252 | 0.3068 | -1.0 | -1.0 | 0.4166 | 0.5663 |
| 7.6865 | 36.0 | 8748 | 12.8590 | 0.2182 | 0.4927 | 0.1486 | 0.0504 | 0.1742 | 0.3345 | 0.2531 | 0.3572 | 0.3905 | 0.1397 | 0.3484 | 0.4167 | 0.3121 | 0.4506 | 0.2231 | 0.4411 | 0.0152 | 0.12 | 0.2499 | 0.4414 | 0.0833 | 0.3169 | -1.0 | -1.0 | 0.4254 | 0.573 |
| 7.5674 | 37.0 | 8991 | 13.0991 | 0.2028 | 0.4365 | 0.1547 | 0.076 | 0.1522 | 0.3704 | 0.2443 | 0.3659 | 0.394 | 0.2037 | 0.3357 | 0.6472 | 0.2982 | 0.4314 | 0.1944 | 0.4214 | 0.0112 | 0.132 | 0.2576 | 0.4484 | 0.0156 | 0.322 | -1.0 | -1.0 | 0.4396 | 0.6086 |
| 7.6865 | 38.0 | 9234 | 13.0191 | 0.2235 | 0.4754 | 0.1727 | 0.0486 | 0.157 | 0.4769 | 0.2474 | 0.3656 | 0.3959 | 0.184 | 0.3362 | 0.6818 | 0.3335 | 0.4471 | 0.2282 | 0.4304 | 0.0151 | 0.116 | 0.2269 | 0.4094 | 0.0737 | 0.3119 | -1.0 | -1.0 | 0.4636 | 0.6607 |
| 7.5458 | 39.0 | 9477 | 12.9589 | 0.227 | 0.4613 | 0.194 | 0.0543 | 0.1683 | 0.461 | 0.2564 | 0.3748 | 0.3962 | 0.1465 | 0.3396 | 0.6418 | 0.3456 | 0.4476 | 0.1435 | 0.3911 | 0.0426 | 0.108 | 0.3199 | 0.4453 | 0.0506 | 0.3441 | -1.0 | -1.0 | 0.4597 | 0.6411 |
| 7.6026 | 40.0 | 9720 | 12.9822 | 0.248 | 0.4938 | 0.2332 | 0.0439 | 0.1997 | 0.4981 | 0.2806 | 0.3808 | 0.4053 | 0.0835 | 0.3527 | 0.6414 | 0.3479 | 0.4342 | 0.2802 | 0.4429 | 0.02 | 0.104 | 0.3117 | 0.4594 | 0.0669 | 0.3492 | -1.0 | -1.0 | 0.4616 | 0.6423 |
| 7.3867 | 41.0 | 9963 | 12.7931 | 0.2375 | 0.4883 | 0.1956 | 0.0636 | 0.1762 | 0.5705 | 0.2573 | 0.355 | 0.3746 | 0.1059 | 0.3201 | 0.755 | 0.3128 | 0.4097 | 0.2361 | 0.3893 | 0.0126 | 0.092 | 0.2704 | 0.4016 | 0.0864 | 0.322 | -1.0 | -1.0 | 0.5064 | 0.6331 |
| 7.4443 | 42.0 | 10206 | 12.8659 | 0.2047 | 0.4475 | 0.1633 | 0.0865 | 0.1575 | 0.4228 | 0.2384 | 0.3372 | 0.3603 | 0.1663 | 0.308 | 0.6599 | 0.3008 | 0.3947 | 0.1932 | 0.3732 | 0.0167 | 0.072 | 0.2681 | 0.4187 | 0.0454 | 0.3034 | -1.0 | -1.0 | 0.4038 | 0.6 |
| 7.3614 | 43.0 | 10449 | 13.2190 | 0.1793 | 0.4103 | 0.1374 | 0.0465 | 0.1373 | 0.3392 | 0.196 | 0.2979 | 0.3223 | 0.1427 | 0.2712 | 0.6286 | 0.3247 | 0.4261 | 0.1526 | 0.3018 | 0.0144 | 0.056 | 0.1791 | 0.3672 | 0.0867 | 0.2763 | -1.0 | -1.0 | 0.3183 | 0.5067 |
| 7.3409 | 44.0 | 10692 | 12.7442 | 0.2238 | 0.4835 | 0.1831 | 0.047 | 0.1724 | 0.5491 | 0.2615 | 0.355 | 0.3849 | 0.0973 | 0.3267 | 0.7573 | 0.2933 | 0.3945 | 0.2269 | 0.3875 | 0.0229 | 0.12 | 0.2521 | 0.3773 | 0.0887 | 0.3424 | -1.0 | -1.0 | 0.4588 | 0.6877 |
| 7.2999 | 45.0 | 10935 | 12.9593 | 0.2451 | 0.4682 | 0.2493 | 0.0401 | 0.1951 | 0.5133 | 0.2693 | 0.3577 | 0.3696 | 0.0416 | 0.3152 | 0.6131 | 0.3254 | 0.3836 | 0.2363 | 0.3339 | 0.037 | 0.108 | 0.3388 | 0.3906 | 0.0332 | 0.3458 | -1.0 | -1.0 | 0.4999 | 0.6558 |
| 7.2993 | 46.0 | 11178 | 13.8004 | 0.1653 | 0.3334 | 0.1374 | 0.0054 | 0.1194 | 0.4166 | 0.1933 | 0.2298 | 0.2315 | 0.0061 | 0.1856 | 0.4442 | 0.2548 | 0.2789 | 0.1144 | 0.1786 | 0.0128 | 0.08 | 0.1795 | 0.1914 | 0.0109 | 0.1542 | -1.0 | -1.0 | 0.4195 | 0.5061 |
| 7.2182 | 47.0 | 11421 | 12.9737 | 0.2579 | 0.4936 | 0.2512 | 0.0387 | 0.2088 | 0.4464 | 0.2868 | 0.3511 | 0.3597 | 0.0429 | 0.3032 | 0.6626 | 0.3061 | 0.3708 | 0.24 | 0.3482 | 0.013 | 0.052 | 0.3263 | 0.3859 | 0.1062 | 0.2966 | -1.0 | -1.0 | 0.5561 | 0.7049 |
| 7.1549 | 48.0 | 11664 | 13.3703 | 0.2134 | 0.4164 | 0.1831 | 0.0864 | 0.1745 | 0.5287 | 0.2479 | 0.3341 | 0.3498 | 0.1454 | 0.3007 | 0.6704 | 0.2764 | 0.3381 | 0.259 | 0.3625 | 0.0183 | 0.096 | 0.2504 | 0.3125 | 0.0184 | 0.3068 | -1.0 | -1.0 | 0.458 | 0.6828 |
| 7.0829 | 49.0 | 11907 | 13.5683 | 0.1903 | 0.4008 | 0.1437 | 0.0408 | 0.1422 | 0.3277 | 0.2157 | 0.2869 | 0.2968 | 0.0756 | 0.2224 | 0.6381 | 0.2638 | 0.3261 | 0.1967 | 0.3054 | 0.0028 | 0.016 | 0.2061 | 0.2695 | 0.0421 | 0.239 | -1.0 | -1.0 | 0.4302 | 0.6245 |
| 7.0886 | 50.0 | 12150 | 13.1647 | 0.1956 | 0.41 | 0.1695 | 0.0614 | 0.1527 | 0.361 | 0.2306 | 0.2945 | 0.3079 | 0.0924 | 0.2341 | 0.6198 | 0.2381 | 0.2845 | 0.2057 | 0.2982 | 0.0194 | 0.036 | 0.2429 | 0.3078 | 0.0376 | 0.2508 | -1.0 | -1.0 | 0.4302 | 0.6699 |
| 7.1215 | 51.0 | 12393 | 13.3009 | 0.2183 | 0.4324 | 0.192 | 0.0519 | 0.1759 | 0.5263 | 0.246 | 0.3264 | 0.3392 | 0.118 | 0.28 | 0.6531 | 0.2954 | 0.3551 | 0.1875 | 0.3536 | 0.0078 | 0.032 | 0.2764 | 0.3422 | 0.0712 | 0.2763 | -1.0 | -1.0 | 0.4716 | 0.6761 |
| 7.0264 | 52.0 | 12636 | 12.7987 | 0.2666 | 0.5304 | 0.2404 | 0.0556 | 0.2193 | 0.6009 | 0.2991 | 0.3812 | 0.3911 | 0.1656 | 0.3279 | 0.7913 | 0.3279 | 0.3964 | 0.3026 | 0.4411 | 0.0187 | 0.076 | 0.3228 | 0.4039 | 0.1129 | 0.3407 | -1.0 | -1.0 | 0.515 | 0.6883 |
| 7.0154 | 53.0 | 12879 | 12.9858 | 0.2263 | 0.4532 | 0.1961 | 0.0361 | 0.1721 | 0.5205 | 0.2555 | 0.3334 | 0.3479 | 0.0882 | 0.2891 | 0.7552 | 0.294 | 0.354 | 0.2641 | 0.3714 | 0.0215 | 0.06 | 0.2842 | 0.3594 | 0.0679 | 0.3102 | -1.0 | -1.0 | 0.4263 | 0.6325 |
| 6.989 | 54.0 | 13122 | 13.0541 | 0.2385 | 0.4831 | 0.2079 | 0.0417 | 0.1886 | 0.6095 | 0.2659 | 0.3664 | 0.3887 | 0.1608 | 0.3265 | 0.7682 | 0.3134 | 0.3905 | 0.2493 | 0.4518 | 0.0226 | 0.112 | 0.2643 | 0.3594 | 0.0906 | 0.3492 | -1.0 | -1.0 | 0.4906 | 0.6693 |
| 7.0821 | 55.0 | 13365 | 12.9868 | 0.2621 | 0.5188 | 0.2324 | 0.0939 | 0.217 | 0.6357 | 0.2897 | 0.3685 | 0.3909 | 0.1642 | 0.3368 | 0.7806 | 0.2999 | 0.3671 | 0.3128 | 0.4696 | 0.0413 | 0.084 | 0.2914 | 0.3836 | 0.1092 | 0.3305 | -1.0 | -1.0 | 0.5178 | 0.7104 |
| 7.0275 | 56.0 | 13608 | 13.1371 | 0.2197 | 0.4404 | 0.1934 | 0.0434 | 0.1892 | 0.4125 | 0.2449 | 0.3361 | 0.3529 | 0.0766 | 0.3023 | 0.6506 | 0.3044 | 0.3681 | 0.1866 | 0.4036 | 0.0031 | 0.036 | 0.3 | 0.3812 | 0.0997 | 0.3068 | -1.0 | -1.0 | 0.4243 | 0.6215 |
| 6.9655 | 57.0 | 13851 | 13.0132 | 0.2039 | 0.4321 | 0.1648 | 0.0292 | 0.1576 | 0.5681 | 0.2278 | 0.3018 | 0.3138 | 0.0358 | 0.2543 | 0.7199 | 0.2673 | 0.3185 | 0.2031 | 0.3429 | 0.0011 | 0.02 | 0.2311 | 0.3117 | 0.0763 | 0.2627 | -1.0 | -1.0 | 0.4444 | 0.627 |
| 6.8743 | 58.0 | 14094 | 12.9247 | 0.2335 | 0.4756 | 0.2028 | 0.0821 | 0.1822 | 0.4712 | 0.265 | 0.3349 | 0.3486 | 0.1235 | 0.2925 | 0.5905 | 0.2733 | 0.3203 | 0.2532 | 0.3946 | 0.0257 | 0.068 | 0.2687 | 0.332 | 0.1012 | 0.3373 | -1.0 | -1.0 | 0.479 | 0.6393 |
| 6.8568 | 59.0 | 14337 | 13.1372 | 0.2253 | 0.4659 | 0.1878 | 0.0478 | 0.1736 | 0.5795 | 0.2503 | 0.3265 | 0.3375 | 0.0877 | 0.2736 | 0.7258 | 0.2735 | 0.3318 | 0.2097 | 0.3589 | 0.0121 | 0.06 | 0.2475 | 0.3219 | 0.1092 | 0.3102 | -1.0 | -1.0 | 0.4995 | 0.6423 |
| 6.8846 | 60.0 | 14580 | 13.1527 | 0.2017 | 0.436 | 0.1593 | 0.0221 | 0.1578 | 0.4798 | 0.224 | 0.2969 | 0.3072 | 0.043 | 0.2539 | 0.6475 | 0.2622 | 0.3184 | 0.2092 | 0.3196 | 0.0055 | 0.032 | 0.2066 | 0.2688 | 0.0965 | 0.2915 | -1.0 | -1.0 | 0.4301 | 0.6129 |
| 6.7842 | 61.0 | 14823 | 13.1684 | 0.18 | 0.386 | 0.153 | 0.0404 | 0.1401 | 0.5151 | 0.2028 | 0.2802 | 0.2892 | 0.0825 | 0.234 | 0.66 | 0.2491 | 0.2896 | 0.2106 | 0.3268 | 0.0005 | 0.02 | 0.2045 | 0.2727 | 0.0552 | 0.2763 | -1.0 | -1.0 | 0.3604 | 0.5497 |
| 6.6136 | 62.0 | 15066 | 13.6925 | 0.1494 | 0.3463 | 0.1014 | 0.0284 | 0.1092 | 0.308 | 0.1704 | 0.243 | 0.2548 | 0.0921 | 0.1921 | 0.4772 | 0.2246 | 0.27 | 0.1147 | 0.25 | 0.0001 | 0.012 | 0.1629 | 0.2352 | 0.0697 | 0.2136 | -1.0 | -1.0 | 0.3243 | 0.5479 |
| 6.647 | 63.0 | 15309 | 13.5645 | 0.1831 | 0.3939 | 0.1467 | 0.0131 | 0.1445 | 0.5261 | 0.2079 | 0.2673 | 0.276 | 0.0141 | 0.2236 | 0.5996 | 0.229 | 0.2655 | 0.203 | 0.3036 | 0.0071 | 0.048 | 0.1831 | 0.2391 | 0.078 | 0.2305 | -1.0 | -1.0 | 0.3984 | 0.5693 |
| 6.6742 | 64.0 | 15552 | 13.7404 | 0.1699 | 0.3786 | 0.133 | 0.0071 | 0.1293 | 0.5695 | 0.1951 | 0.2495 | 0.2557 | 0.0071 | 0.1929 | 0.6471 | 0.2043 | 0.2352 | 0.1754 | 0.275 | 0.0005 | 0.016 | 0.1582 | 0.2078 | 0.1039 | 0.2424 | -1.0 | -1.0 | 0.3768 | 0.5577 |
| 6.7936 | 65.0 | 15795 | 14.0013 | 0.1325 | 0.3081 | 0.0941 | 0.0147 | 0.108 | 0.1836 | 0.1591 | 0.2109 | 0.2185 | 0.0158 | 0.1697 | 0.2661 | 0.2038 | 0.229 | 0.0862 | 0.1607 | 0.0002 | 0.02 | 0.137 | 0.1828 | 0.0652 | 0.1983 | -1.0 | -1.0 | 0.3026 | 0.5202 |
| 6.6426 | 66.0 | 16038 | 14.0935 | 0.1142 | 0.2794 | 0.081 | 0.0016 | 0.0733 | 0.2064 | 0.1418 | 0.1864 | 0.194 | 0.0014 | 0.1331 | 0.3155 | 0.1753 | 0.1986 | 0.0455 | 0.1179 | 0.0004 | 0.02 | 0.0895 | 0.1367 | 0.0604 | 0.178 | -1.0 | -1.0 | 0.3141 | 0.5129 |
| 6.6421 | 67.0 | 16281 | 14.0872 | 0.1397 | 0.3349 | 0.1031 | 0.0059 | 0.1004 | 0.2509 | 0.1726 | 0.2173 | 0.2237 | 0.0137 | 0.1615 | 0.4434 | 0.1773 | 0.1993 | 0.1115 | 0.1821 | 0.0064 | 0.028 | 0.1302 | 0.1758 | 0.056 | 0.2102 | -1.0 | -1.0 | 0.3567 | 0.5466 |
| 6.7091 | 68.0 | 16524 | 14.2243 | 0.1184 | 0.2764 | 0.09 | 0.0008 | 0.0917 | 0.2185 | 0.1476 | 0.1819 | 0.1888 | 0.0007 | 0.1334 | 0.4659 | 0.1844 | 0.2065 | 0.07 | 0.1125 | 0.0 | 0.0 | 0.1043 | 0.1445 | 0.0589 | 0.1508 | -1.0 | -1.0 | 0.2929 | 0.5184 |
| 6.503 | 69.0 | 16767 | 14.0666 | 0.0983 | 0.2512 | 0.0708 | 0.0026 | 0.0809 | 0.2638 | 0.1199 | 0.1637 | 0.1664 | 0.0027 | 0.1233 | 0.3923 | 0.174 | 0.192 | 0.0533 | 0.0982 | 0.0 | 0.0 | 0.0643 | 0.1242 | 0.0321 | 0.1305 | -1.0 | -1.0 | 0.2663 | 0.4534 |
| 6.529 | 70.0 | 17010 | 13.8595 | 0.121 | 0.2914 | 0.085 | 0.0016 | 0.0902 | 0.3914 | 0.1445 | 0.1983 | 0.2088 | 0.0014 | 0.1484 | 0.5212 | 0.1932 | 0.2207 | 0.0785 | 0.1696 | 0.0 | 0.0 | 0.0921 | 0.1516 | 0.0505 | 0.1797 | -1.0 | -1.0 | 0.3115 | 0.5313 |
| 6.5712 | 71.0 | 17253 | 14.2668 | 0.0904 | 0.2277 | 0.058 | 0.005 | 0.0693 | 0.2145 | 0.1048 | 0.1441 | 0.1501 | 0.0047 | 0.1025 | 0.3444 | 0.1693 | 0.1848 | 0.038 | 0.0875 | 0.0 | 0.0 | 0.061 | 0.1023 | 0.0515 | 0.1186 | -1.0 | -1.0 | 0.2229 | 0.4074 |
| 6.4963 | 72.0 | 17496 | 13.9886 | 0.0923 | 0.229 | 0.0631 | 0.001 | 0.0697 | 0.2177 | 0.1105 | 0.1571 | 0.1722 | 0.0037 | 0.1135 | 0.4009 | 0.1726 | 0.1941 | 0.0438 | 0.1054 | 0.0 | 0.0 | 0.0717 | 0.1352 | 0.035 | 0.1271 | -1.0 | -1.0 | 0.2306 | 0.4712 |
| 6.486 | 73.0 | 17739 | 13.9064 | 0.0988 | 0.2554 | 0.067 | 0.0047 | 0.0774 | 0.2258 | 0.1229 | 0.1816 | 0.1901 | 0.0144 | 0.1397 | 0.3985 | 0.1763 | 0.2052 | 0.0455 | 0.1393 | 0.0 | 0.0 | 0.0894 | 0.1711 | 0.0279 | 0.1576 | -1.0 | -1.0 | 0.2535 | 0.4675 |
| 6.4018 | 74.0 | 17982 | 13.8191 | 0.1121 | 0.2841 | 0.0701 | 0.0039 | 0.0922 | 0.2385 | 0.1374 | 0.1979 | 0.2085 | 0.0071 | 0.1587 | 0.4444 | 0.1958 | 0.2232 | 0.0482 | 0.1643 | 0.0 | 0.0 | 0.103 | 0.1977 | 0.0591 | 0.161 | -1.0 | -1.0 | 0.2666 | 0.5049 |
| 6.4593 | 75.0 | 18225 | 14.0884 | 0.1064 | 0.2594 | 0.0724 | 0.0009 | 0.0794 | 0.2061 | 0.1307 | 0.1783 | 0.1897 | 0.0017 | 0.1343 | 0.3326 | 0.1663 | 0.1912 | 0.039 | 0.1268 | 0.0 | 0.0 | 0.0953 | 0.1453 | 0.042 | 0.1576 | -1.0 | -1.0 | 0.2959 | 0.5172 |
| 6.3809 | 76.0 | 18468 | 14.1367 | 0.096 | 0.2555 | 0.0638 | 0.0004 | 0.0718 | 0.1747 | 0.118 | 0.1769 | 0.1902 | 0.0003 | 0.1484 | 0.3919 | 0.1626 | 0.1861 | 0.05 | 0.1464 | 0.0099 | 0.008 | 0.067 | 0.1445 | 0.0357 | 0.1542 | -1.0 | -1.0 | 0.2505 | 0.5018 |
| 6.3686 | 77.0 | 18711 | 14.0372 | 0.1107 | 0.2737 | 0.0759 | 0.0007 | 0.0779 | 0.3149 | 0.1358 | 0.1827 | 0.1956 | 0.0007 | 0.1422 | 0.5135 | 0.1541 | 0.1786 | 0.0834 | 0.1464 | 0.0 | 0.0 | 0.1108 | 0.1672 | 0.0311 | 0.1695 | -1.0 | -1.0 | 0.2849 | 0.5117 |
| 6.3912 | 78.0 | 18954 | 14.0216 | 0.1082 | 0.2735 | 0.0729 | 0.0159 | 0.0745 | 0.2692 | 0.1306 | 0.2029 | 0.2177 | 0.0503 | 0.1619 | 0.4328 | 0.1739 | 0.1972 | 0.0647 | 0.2107 | 0.0 | 0.0 | 0.1049 | 0.1711 | 0.0296 | 0.2085 | -1.0 | -1.0 | 0.2762 | 0.5184 |
| 6.2804 | 79.0 | 19197 | 13.8047 | 0.1445 | 0.331 | 0.1021 | 0.0103 | 0.1115 | 0.3195 | 0.1699 | 0.2319 | 0.241 | 0.038 | 0.1846 | 0.5322 | 0.205 | 0.2318 | 0.0768 | 0.1768 | 0.0149 | 0.012 | 0.1722 | 0.2242 | 0.0553 | 0.2356 | -1.0 | -1.0 | 0.3427 | 0.5656 |
| 6.2077 | 80.0 | 19440 | 13.7026 | 0.1421 | 0.3342 | 0.1044 | 0.0186 | 0.1089 | 0.4093 | 0.1678 | 0.2271 | 0.2358 | 0.025 | 0.1862 | 0.5778 | 0.1877 | 0.2151 | 0.0876 | 0.1982 | 0.01 | 0.016 | 0.1416 | 0.1969 | 0.0758 | 0.2322 | -1.0 | -1.0 | 0.3498 | 0.5564 |
| 6.1376 | 81.0 | 19683 | 13.8274 | 0.1333 | 0.3331 | 0.0935 | 0.015 | 0.1017 | 0.3837 | 0.1607 | 0.2199 | 0.2315 | 0.027 | 0.1752 | 0.58 | 0.187 | 0.2142 | 0.0991 | 0.1964 | 0.0 | 0.012 | 0.1275 | 0.1859 | 0.0634 | 0.2203 | -1.0 | -1.0 | 0.3228 | 0.5601 |
| 6.3004 | 82.0 | 19926 | 13.5665 | 0.1499 | 0.3549 | 0.1033 | 0.019 | 0.114 | 0.5094 | 0.1716 | 0.2324 | 0.2429 | 0.0237 | 0.1899 | 0.6989 | 0.1887 | 0.2222 | 0.1305 | 0.225 | 0.005 | 0.004 | 0.1553 | 0.2141 | 0.0699 | 0.2237 | -1.0 | -1.0 | 0.3499 | 0.5687 |
| 6.2376 | 83.0 | 20169 | 13.7511 | 0.1543 | 0.373 | 0.1158 | 0.0118 | 0.1216 | 0.5102 | 0.1823 | 0.2358 | 0.2449 | 0.0165 | 0.1935 | 0.6928 | 0.1976 | 0.2231 | 0.1393 | 0.225 | 0.0099 | 0.008 | 0.1343 | 0.1984 | 0.0736 | 0.2136 | -1.0 | -1.0 | 0.3712 | 0.6012 |
| 6.2156 | 84.0 | 20412 | 13.9033 | 0.1305 | 0.3199 | 0.0954 | 0.0003 | 0.0947 | 0.4543 | 0.1539 | 0.2128 | 0.2195 | 0.0037 | 0.1681 | 0.5496 | 0.1771 | 0.199 | 0.101 | 0.1893 | 0.0101 | 0.024 | 0.1049 | 0.1625 | 0.019 | 0.1712 | -1.0 | -1.0 | 0.3709 | 0.5712 |
| 6.1856 | 85.0 | 20655 | 13.7346 | 0.1312 | 0.3168 | 0.0975 | 0.0009 | 0.0935 | 0.3018 | 0.1608 | 0.2147 | 0.2227 | 0.004 | 0.1673 | 0.4538 | 0.1901 | 0.213 | 0.074 | 0.1839 | 0.0 | 0.0 | 0.1118 | 0.1688 | 0.0344 | 0.1898 | -1.0 | -1.0 | 0.3771 | 0.5804 |
| 6.0757 | 86.0 | 20898 | 13.8015 | 0.1147 | 0.2863 | 0.0885 | 0.0016 | 0.0901 | 0.3154 | 0.139 | 0.1952 | 0.2043 | 0.0014 | 0.1532 | 0.489 | 0.1815 | 0.2027 | 0.0733 | 0.1571 | 0.0 | 0.0 | 0.0703 | 0.157 | 0.0412 | 0.1695 | -1.0 | -1.0 | 0.3218 | 0.5393 |
| 6.1175 | 87.0 | 21141 | 13.9323 | 0.104 | 0.258 | 0.0765 | 0.0019 | 0.0766 | 0.3252 | 0.1283 | 0.1818 | 0.1954 | 0.0024 | 0.1453 | 0.5345 | 0.1746 | 0.1991 | 0.0577 | 0.1518 | 0.0 | 0.0 | 0.052 | 0.1289 | 0.0413 | 0.1661 | -1.0 | -1.0 | 0.2985 | 0.5264 |
| 6.1331 | 88.0 | 21384 | 13.9147 | 0.1055 | 0.2591 | 0.0784 | 0.0008 | 0.0765 | 0.261 | 0.1296 | 0.1909 | 0.2018 | 0.0007 | 0.1582 | 0.4977 | 0.1735 | 0.1969 | 0.0485 | 0.1643 | 0.0 | 0.0 | 0.0696 | 0.1648 | 0.0341 | 0.1661 | -1.0 | -1.0 | 0.3072 | 0.5184 |
| 6.0443 | 89.0 | 21627 | 13.9121 | 0.1105 | 0.2734 | 0.0809 | 0.0 | 0.0785 | 0.2645 | 0.1353 | 0.1909 | 0.1999 | 0.0 | 0.1484 | 0.4379 | 0.1647 | 0.1873 | 0.057 | 0.1607 | 0.0 | 0.0 | 0.0854 | 0.1641 | 0.0427 | 0.1525 | -1.0 | -1.0 | 0.3136 | 0.535 |
| 5.9599 | 90.0 | 21870 | 13.9595 | 0.1076 | 0.2627 | 0.0835 | 0.0004 | 0.0759 | 0.3224 | 0.129 | 0.1876 | 0.1964 | 0.0003 | 0.1426 | 0.4854 | 0.1712 | 0.1978 | 0.0679 | 0.1518 | 0.0 | 0.0 | 0.0557 | 0.1375 | 0.0449 | 0.1644 | -1.0 | -1.0 | 0.3058 | 0.527 |
| 6.0833 | 91.0 | 22113 | 13.9040 | 0.1136 | 0.2787 | 0.0839 | 0.0005 | 0.08 | 0.3734 | 0.14 | 0.2011 | 0.2098 | 0.0037 | 0.1606 | 0.5747 | 0.1706 | 0.1979 | 0.0715 | 0.1714 | 0.0011 | 0.016 | 0.0622 | 0.1516 | 0.0505 | 0.1746 | -1.0 | -1.0 | 0.3259 | 0.5472 |
| 5.9494 | 92.0 | 22356 | 13.9089 | 0.119 | 0.2737 | 0.0916 | 0.0011 | 0.0875 | 0.4188 | 0.1463 | 0.2095 | 0.2186 | 0.004 | 0.1689 | 0.6114 | 0.1763 | 0.204 | 0.0857 | 0.2071 | 0.0003 | 0.008 | 0.0627 | 0.1508 | 0.0589 | 0.1847 | -1.0 | -1.0 | 0.3301 | 0.5571 |
| 6.0241 | 93.0 | 22599 | 13.9887 | 0.1061 | 0.2651 | 0.0797 | 0.0075 | 0.071 | 0.2641 | 0.1262 | 0.1911 | 0.202 | 0.0073 | 0.1508 | 0.4552 | 0.1522 | 0.1749 | 0.0677 | 0.1839 | 0.0001 | 0.004 | 0.0644 | 0.1625 | 0.0379 | 0.1492 | -1.0 | -1.0 | 0.3147 | 0.5374 |
| 5.9258 | 94.0 | 22842 | 13.9146 | 0.1064 | 0.2572 | 0.0809 | 0.0034 | 0.0777 | 0.27 | 0.1308 | 0.1944 | 0.2029 | 0.0044 | 0.1565 | 0.4545 | 0.1677 | 0.1928 | 0.0581 | 0.1804 | 0.0002 | 0.008 | 0.0543 | 0.1445 | 0.0497 | 0.1542 | -1.0 | -1.0 | 0.3086 | 0.5374 |
| 6.0891 | 95.0 | 23085 | 13.8317 | 0.1093 | 0.2658 | 0.0862 | 0.0048 | 0.0778 | 0.3427 | 0.1387 | 0.207 | 0.2165 | 0.0047 | 0.1623 | 0.5265 | 0.1744 | 0.2009 | 0.0644 | 0.2018 | 0.0002 | 0.008 | 0.0601 | 0.1641 | 0.041 | 0.1746 | -1.0 | -1.0 | 0.3159 | 0.5497 |
| 5.9154 | 96.0 | 23328 | 13.8791 | 0.1047 | 0.2643 | 0.0799 | 0.0044 | 0.0761 | 0.3248 | 0.1298 | 0.1915 | 0.2058 | 0.005 | 0.1588 | 0.4714 | 0.1631 | 0.1855 | 0.0571 | 0.175 | 0.0002 | 0.008 | 0.0638 | 0.1555 | 0.0465 | 0.1729 | -1.0 | -1.0 | 0.2977 | 0.538 |
| 5.9291 | 97.0 | 23571 | 13.8460 | 0.1147 | 0.2828 | 0.0836 | 0.0071 | 0.0813 | 0.3824 | 0.1393 | 0.2042 | 0.2135 | 0.007 | 0.1608 | 0.5407 | 0.1775 | 0.2039 | 0.0628 | 0.175 | 0.0 | 0.004 | 0.063 | 0.1664 | 0.0651 | 0.1881 | -1.0 | -1.0 | 0.3199 | 0.5436 |
| 5.813 | 98.0 | 23814 | 13.8821 | 0.1091 | 0.2787 | 0.0806 | 0.0004 | 0.0807 | 0.337 | 0.1329 | 0.201 | 0.2121 | 0.0003 | 0.1615 | 0.5081 | 0.167 | 0.1935 | 0.0597 | 0.1679 | 0.0002 | 0.008 | 0.0701 | 0.1672 | 0.057 | 0.1898 | -1.0 | -1.0 | 0.3006 | 0.546 |
| 5.8194 | 99.0 | 24057 | 13.8909 | 0.1086 | 0.2779 | 0.0772 | 0.0004 | 0.0744 | 0.3633 | 0.1325 | 0.1931 | 0.2077 | 0.0003 | 0.1527 | 0.5219 | 0.1686 | 0.1956 | 0.0634 | 0.1661 | 0.0 | 0.004 | 0.0585 | 0.1633 | 0.0481 | 0.1814 | -1.0 | -1.0 | 0.3133 | 0.5356 |
| 5.8823 | 100.0 | 24300 | 13.8955 | 0.1056 | 0.2682 | 0.0807 | 0.0 | 0.0749 | 0.3361 | 0.1272 | 0.1948 | 0.208 | 0.0 | 0.1572 | 0.5072 | 0.1655 | 0.1906 | 0.0605 | 0.1768 | 0.0001 | 0.008 | 0.0613 | 0.1578 | 0.0479 | 0.1712 | -1.0 | -1.0 | 0.2983 | 0.5436 |
### Framework versions
- Transformers 4.46.0.dev0
- Pytorch 2.4.1+cu118
- Datasets 3.0.1
- Tokenizers 0.20.0
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