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---
library_name: peft
license: apache-2.0
base_model: Qwen/Qwen2.5-Math-7B-Instruct
tags:
- generated_from_trainer
model-index:
- name: prm800k_qwen_alt_lora
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. -->
# prm800k_qwen_alt_lora
This model is a fine-tuned version of [Qwen/Qwen2.5-Math-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Math-7B-Instruct) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2269
- Prm accuracy: 0.9057
- Prm precision: 0.9506
- Prm recall: 0.9277
- Prm specificty: 0.8261
- Prm npv: 0.76
- Prm f1: 0.9390
- Prm f1 neg: 0.7917
- Prm f1 auc: 0.8769
## 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: 0.0001
- train_batch_size: 4
- eval_batch_size: 4
- seed: 908932403
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 8
- total_train_batch_size: 128
- total_eval_batch_size: 16
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
### Training results
| Training Loss | Epoch | Step | Validation Loss | Prm accuracy | Prm precision | Prm recall | Prm specificty | Prm npv | Prm f1 | Prm f1 neg | Prm f1 auc |
|:-------------:|:------:|:----:|:---------------:|:------------:|:-------------:|:----------:|:--------------:|:-------:|:------:|:----------:|:----------:|
| No log | 0 | 0 | 0.8679 | 0.3962 | 0.8276 | 0.2892 | 0.7826 | 0.2338 | 0.4286 | 0.36 | 0.5359 |
| 0.9493 | 0.0013 | 5 | 0.8679 | 0.3962 | 0.8276 | 0.2892 | 0.7826 | 0.2338 | 0.4286 | 0.36 | 0.5359 |
| 0.7707 | 0.0026 | 10 | 0.8703 | 0.4245 | 0.8667 | 0.3133 | 0.8261 | 0.25 | 0.4602 | 0.3838 | 0.5697 |
| 0.8974 | 0.0039 | 15 | 0.8681 | 0.3962 | 0.8276 | 0.2892 | 0.7826 | 0.2338 | 0.4286 | 0.36 | 0.5359 |
| 0.9887 | 0.0052 | 20 | 0.8658 | 0.4057 | 0.8333 | 0.3012 | 0.7826 | 0.2368 | 0.4425 | 0.3636 | 0.5419 |
| 1.0251 | 0.0065 | 25 | 0.8651 | 0.4057 | 0.8333 | 0.3012 | 0.7826 | 0.2368 | 0.4425 | 0.3636 | 0.5419 |
| 0.9272 | 0.0078 | 30 | 0.8591 | 0.4057 | 0.8333 | 0.3012 | 0.7826 | 0.2368 | 0.4425 | 0.3636 | 0.5419 |
| 1.0257 | 0.0091 | 35 | 0.8550 | 0.4245 | 0.8438 | 0.3253 | 0.7826 | 0.2432 | 0.4696 | 0.3711 | 0.5540 |
| 0.9783 | 0.0104 | 40 | 0.8450 | 0.4340 | 0.8485 | 0.3373 | 0.7826 | 0.2466 | 0.4828 | 0.375 | 0.5600 |
| 0.9114 | 0.0117 | 45 | 0.8271 | 0.4245 | 0.8235 | 0.3373 | 0.7391 | 0.2361 | 0.4786 | 0.3579 | 0.5382 |
| 0.8224 | 0.0129 | 50 | 0.8027 | 0.4434 | 0.7857 | 0.3976 | 0.6087 | 0.2188 | 0.528 | 0.3218 | 0.5031 |
| 0.8701 | 0.0142 | 55 | 0.7765 | 0.4528 | 0.7907 | 0.4096 | 0.6087 | 0.2222 | 0.5397 | 0.3256 | 0.5092 |
| 0.8918 | 0.0155 | 60 | 0.7446 | 0.4906 | 0.8085 | 0.4578 | 0.6087 | 0.2373 | 0.5846 | 0.3415 | 0.5333 |
| 0.7498 | 0.0168 | 65 | 0.7163 | 0.5283 | 0.8113 | 0.5181 | 0.5652 | 0.2453 | 0.6324 | 0.3421 | 0.5416 |
| 0.9318 | 0.0181 | 70 | 0.6918 | 0.5755 | 0.8276 | 0.5783 | 0.5652 | 0.2708 | 0.6809 | 0.3662 | 0.5718 |
| 0.8035 | 0.0194 | 75 | 0.6738 | 0.6321 | 0.8438 | 0.6506 | 0.5652 | 0.3095 | 0.7347 | 0.4 | 0.6079 |
| 0.6211 | 0.0207 | 80 | 0.6602 | 0.6415 | 0.8462 | 0.6627 | 0.5652 | 0.3171 | 0.7432 | 0.4062 | 0.6139 |
| 0.772 | 0.0220 | 85 | 0.6440 | 0.6415 | 0.8358 | 0.6747 | 0.5217 | 0.3077 | 0.7467 | 0.3871 | 0.5982 |
| 0.8057 | 0.0233 | 90 | 0.6342 | 0.6604 | 0.8310 | 0.7108 | 0.4783 | 0.3143 | 0.7662 | 0.3793 | 0.5946 |
| 0.5612 | 0.0246 | 95 | 0.6208 | 0.6604 | 0.8310 | 0.7108 | 0.4783 | 0.3143 | 0.7662 | 0.3793 | 0.5946 |
| 0.8761 | 0.0259 | 100 | 0.6125 | 0.6698 | 0.8429 | 0.7108 | 0.5217 | 0.3333 | 0.7712 | 0.4068 | 0.6163 |
| 0.571 | 0.0272 | 105 | 0.5992 | 0.6415 | 0.8462 | 0.6627 | 0.5652 | 0.3171 | 0.7432 | 0.4062 | 0.6139 |
| 0.6773 | 0.0285 | 110 | 0.5934 | 0.6509 | 0.8485 | 0.6747 | 0.5652 | 0.325 | 0.7517 | 0.4127 | 0.6200 |
| 0.6384 | 0.0298 | 115 | 0.5897 | 0.6226 | 0.8413 | 0.6386 | 0.5652 | 0.3023 | 0.7260 | 0.3939 | 0.6019 |
| 0.5933 | 0.0311 | 120 | 0.5854 | 0.6132 | 0.8387 | 0.6265 | 0.5652 | 0.2955 | 0.7172 | 0.3881 | 0.5959 |
| 0.544 | 0.0324 | 125 | 0.5745 | 0.6226 | 0.8525 | 0.6265 | 0.6087 | 0.3111 | 0.7222 | 0.4118 | 0.6176 |
| 0.7059 | 0.0337 | 130 | 0.5645 | 0.6321 | 0.8548 | 0.6386 | 0.6087 | 0.3182 | 0.7310 | 0.4179 | 0.6236 |
| 0.6587 | 0.0350 | 135 | 0.5614 | 0.6415 | 0.8814 | 0.6265 | 0.6957 | 0.3404 | 0.7324 | 0.4571 | 0.6611 |
| 0.6545 | 0.0363 | 140 | 0.5577 | 0.6415 | 0.8947 | 0.6145 | 0.7391 | 0.3469 | 0.7286 | 0.4722 | 0.6768 |
| 0.6881 | 0.0376 | 145 | 0.5456 | 0.6604 | 0.9123 | 0.6265 | 0.7826 | 0.3673 | 0.7429 | 0.5 | 0.7046 |
| 0.5981 | 0.0388 | 150 | 0.5436 | 0.6698 | 0.9138 | 0.6386 | 0.7826 | 0.375 | 0.7518 | 0.5070 | 0.7106 |
| 0.5322 | 0.0401 | 155 | 0.5418 | 0.6604 | 0.9123 | 0.6265 | 0.7826 | 0.3673 | 0.7429 | 0.5 | 0.7046 |
| 0.5349 | 0.0414 | 160 | 0.5295 | 0.6981 | 0.9048 | 0.6867 | 0.7391 | 0.3953 | 0.7808 | 0.5152 | 0.7129 |
| 0.5938 | 0.0427 | 165 | 0.5147 | 0.7075 | 0.9062 | 0.6988 | 0.7391 | 0.4048 | 0.7891 | 0.5231 | 0.7190 |
| 0.6401 | 0.0440 | 170 | 0.5091 | 0.7264 | 0.9091 | 0.7229 | 0.7391 | 0.425 | 0.8054 | 0.5397 | 0.7310 |
| 0.5601 | 0.0453 | 175 | 0.5233 | 0.6887 | 0.9032 | 0.6747 | 0.7391 | 0.3864 | 0.7724 | 0.5075 | 0.7069 |
| 0.5721 | 0.0466 | 180 | 0.5111 | 0.7170 | 0.9077 | 0.7108 | 0.7391 | 0.4146 | 0.7973 | 0.5312 | 0.7250 |
| 0.5627 | 0.0479 | 185 | 0.5005 | 0.7358 | 0.8986 | 0.7470 | 0.6957 | 0.4324 | 0.8158 | 0.5333 | 0.7213 |
| 0.558 | 0.0492 | 190 | 0.4878 | 0.7453 | 0.8889 | 0.7711 | 0.6522 | 0.4412 | 0.8258 | 0.5263 | 0.7116 |
| 0.48 | 0.0505 | 195 | 0.5079 | 0.6981 | 0.9180 | 0.6747 | 0.7826 | 0.4 | 0.7778 | 0.5294 | 0.7287 |
| 0.5473 | 0.0518 | 200 | 0.4885 | 0.7642 | 0.9265 | 0.7590 | 0.7826 | 0.4737 | 0.8344 | 0.5902 | 0.7708 |
| 0.6135 | 0.0531 | 205 | 0.4813 | 0.7642 | 0.9265 | 0.7590 | 0.7826 | 0.4737 | 0.8344 | 0.5902 | 0.7708 |
| 0.5275 | 0.0544 | 210 | 0.4760 | 0.7453 | 0.9242 | 0.7349 | 0.7826 | 0.45 | 0.8188 | 0.5714 | 0.7588 |
| 0.4591 | 0.0557 | 215 | 0.4484 | 0.7736 | 0.8831 | 0.8193 | 0.6087 | 0.4828 | 0.85 | 0.5385 | 0.7140 |
| 0.4613 | 0.0570 | 220 | 0.4624 | 0.7547 | 0.9014 | 0.7711 | 0.6957 | 0.4571 | 0.8312 | 0.5517 | 0.7334 |
| 0.5324 | 0.0583 | 225 | 0.4754 | 0.7642 | 0.9531 | 0.7349 | 0.8696 | 0.4762 | 0.8299 | 0.6154 | 0.8023 |
| 0.45 | 0.0596 | 230 | 0.4426 | 0.8113 | 0.9315 | 0.8193 | 0.7826 | 0.5455 | 0.8718 | 0.6429 | 0.8009 |
| 0.5115 | 0.0609 | 235 | 0.4643 | 0.7736 | 0.9538 | 0.7470 | 0.8696 | 0.4878 | 0.8378 | 0.625 | 0.8083 |
| 0.4581 | 0.0622 | 240 | 0.4192 | 0.8396 | 0.9459 | 0.8434 | 0.8261 | 0.5938 | 0.8917 | 0.6909 | 0.8347 |
| 0.4781 | 0.0634 | 245 | 0.3935 | 0.8585 | 0.9359 | 0.8795 | 0.7826 | 0.6429 | 0.9068 | 0.7059 | 0.8311 |
| 0.549 | 0.0647 | 250 | 0.4407 | 0.7830 | 0.9545 | 0.7590 | 0.8696 | 0.5 | 0.8456 | 0.6349 | 0.8143 |
| 0.3483 | 0.0660 | 255 | 0.3642 | 0.8491 | 0.9467 | 0.8554 | 0.8261 | 0.6129 | 0.8987 | 0.7037 | 0.8408 |
| 0.4974 | 0.0673 | 260 | 0.4038 | 0.8019 | 0.9697 | 0.7711 | 0.9130 | 0.525 | 0.8591 | 0.6667 | 0.8421 |
| 0.4464 | 0.0686 | 265 | 0.3789 | 0.8302 | 0.9577 | 0.8193 | 0.8696 | 0.5714 | 0.8831 | 0.6897 | 0.8444 |
| 0.4676 | 0.0699 | 270 | 0.3574 | 0.8491 | 0.9467 | 0.8554 | 0.8261 | 0.6129 | 0.8987 | 0.7037 | 0.8408 |
| 0.5072 | 0.0712 | 275 | 0.4106 | 0.8019 | 0.9697 | 0.7711 | 0.9130 | 0.525 | 0.8591 | 0.6667 | 0.8421 |
| 0.4395 | 0.0725 | 280 | 0.3641 | 0.8491 | 0.9467 | 0.8554 | 0.8261 | 0.6129 | 0.8987 | 0.7037 | 0.8408 |
| 0.3213 | 0.0738 | 285 | 0.3477 | 0.8585 | 0.9048 | 0.9157 | 0.6522 | 0.6818 | 0.9102 | 0.6667 | 0.7839 |
| 0.3893 | 0.0751 | 290 | 0.3876 | 0.8113 | 0.9437 | 0.8072 | 0.8261 | 0.5429 | 0.8701 | 0.6552 | 0.8167 |
| 0.4174 | 0.0764 | 295 | 0.3739 | 0.8208 | 0.9444 | 0.8193 | 0.8261 | 0.5588 | 0.8774 | 0.6667 | 0.8227 |
| 0.4503 | 0.0777 | 300 | 0.3372 | 0.8302 | 0.9452 | 0.8313 | 0.8261 | 0.5758 | 0.8846 | 0.6786 | 0.8287 |
| 0.3808 | 0.0790 | 305 | 0.3633 | 0.8019 | 0.9429 | 0.7952 | 0.8261 | 0.5278 | 0.8627 | 0.6441 | 0.8106 |
| 0.38 | 0.0803 | 310 | 0.3159 | 0.8679 | 0.9481 | 0.8795 | 0.8261 | 0.6552 | 0.9125 | 0.7308 | 0.8528 |
| 0.5215 | 0.0816 | 315 | 0.3869 | 0.8208 | 0.9706 | 0.7952 | 0.9130 | 0.5526 | 0.8742 | 0.6885 | 0.8541 |
| 0.349 | 0.0829 | 320 | 0.3337 | 0.8491 | 0.9467 | 0.8554 | 0.8261 | 0.6129 | 0.8987 | 0.7037 | 0.8408 |
| 0.405 | 0.0842 | 325 | 0.3402 | 0.8302 | 0.9012 | 0.8795 | 0.6522 | 0.6 | 0.8902 | 0.625 | 0.7658 |
| 0.4173 | 0.0855 | 330 | 0.3679 | 0.8113 | 0.9437 | 0.8072 | 0.8261 | 0.5429 | 0.8701 | 0.6552 | 0.8167 |
| 0.5282 | 0.0868 | 335 | 0.3517 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 |
| 0.3646 | 0.0881 | 340 | 0.3905 | 0.8019 | 0.9429 | 0.7952 | 0.8261 | 0.5278 | 0.8627 | 0.6441 | 0.8106 |
| 0.3555 | 0.0893 | 345 | 0.3493 | 0.8396 | 0.9231 | 0.8675 | 0.7391 | 0.6071 | 0.8944 | 0.6667 | 0.8033 |
| 0.4019 | 0.0906 | 350 | 0.3393 | 0.8491 | 0.9351 | 0.8675 | 0.7826 | 0.6207 | 0.9 | 0.6923 | 0.8250 |
| 0.3929 | 0.0919 | 355 | 0.3516 | 0.8396 | 0.9459 | 0.8434 | 0.8261 | 0.5938 | 0.8917 | 0.6909 | 0.8347 |
| 0.4369 | 0.0932 | 360 | 0.3467 | 0.8302 | 0.9221 | 0.8554 | 0.7391 | 0.5862 | 0.8875 | 0.6538 | 0.7973 |
| 0.3987 | 0.0945 | 365 | 0.3436 | 0.8302 | 0.9114 | 0.8675 | 0.6957 | 0.5926 | 0.8889 | 0.64 | 0.7816 |
| 0.3048 | 0.0958 | 370 | 0.3499 | 0.8396 | 0.9231 | 0.8675 | 0.7391 | 0.6071 | 0.8944 | 0.6667 | 0.8033 |
| 0.4457 | 0.0971 | 375 | 0.3383 | 0.8113 | 0.8889 | 0.8675 | 0.6087 | 0.56 | 0.8780 | 0.5833 | 0.7381 |
| 0.4652 | 0.0984 | 380 | 0.3382 | 0.8491 | 0.9467 | 0.8554 | 0.8261 | 0.6129 | 0.8987 | 0.7037 | 0.8408 |
| 0.3614 | 0.0997 | 385 | 0.3269 | 0.8396 | 0.9024 | 0.8916 | 0.6522 | 0.625 | 0.8970 | 0.6383 | 0.7719 |
| 0.4475 | 0.1010 | 390 | 0.3328 | 0.8585 | 0.9359 | 0.8795 | 0.7826 | 0.6429 | 0.9068 | 0.7059 | 0.8311 |
| 0.4153 | 0.1023 | 395 | 0.3731 | 0.8113 | 0.9565 | 0.7952 | 0.8696 | 0.5405 | 0.8684 | 0.6667 | 0.8324 |
| 0.5249 | 0.1036 | 400 | 0.3464 | 0.8208 | 0.8721 | 0.9036 | 0.5217 | 0.6 | 0.8876 | 0.5581 | 0.7127 |
| 0.4571 | 0.1049 | 405 | 0.3667 | 0.8302 | 0.9221 | 0.8554 | 0.7391 | 0.5862 | 0.8875 | 0.6538 | 0.7973 |
| 0.3617 | 0.1062 | 410 | 0.3615 | 0.8019 | 0.8605 | 0.8916 | 0.4783 | 0.55 | 0.8757 | 0.5116 | 0.6849 |
| 0.3761 | 0.1075 | 415 | 0.3603 | 0.8208 | 0.9103 | 0.8554 | 0.6957 | 0.5714 | 0.8820 | 0.6275 | 0.7755 |
| 0.5161 | 0.1088 | 420 | 0.3694 | 0.8208 | 0.9571 | 0.8072 | 0.8696 | 0.5556 | 0.8758 | 0.6780 | 0.8384 |
| 0.3716 | 0.1101 | 425 | 0.3314 | 0.8396 | 0.9024 | 0.8916 | 0.6522 | 0.625 | 0.8970 | 0.6383 | 0.7719 |
| 0.384 | 0.1114 | 430 | 0.3206 | 0.8396 | 0.9024 | 0.8916 | 0.6522 | 0.625 | 0.8970 | 0.6383 | 0.7719 |
| 0.4141 | 0.1127 | 435 | 0.3339 | 0.8585 | 0.9595 | 0.8554 | 0.8696 | 0.625 | 0.9045 | 0.7273 | 0.8625 |
| 0.4826 | 0.1139 | 440 | 0.3421 | 0.8585 | 0.9595 | 0.8554 | 0.8696 | 0.625 | 0.9045 | 0.7273 | 0.8625 |
| 0.4069 | 0.1152 | 445 | 0.3344 | 0.8396 | 0.9024 | 0.8916 | 0.6522 | 0.625 | 0.8970 | 0.6383 | 0.7719 |
| 0.4155 | 0.1165 | 450 | 0.3399 | 0.8208 | 0.9 | 0.8675 | 0.6522 | 0.5769 | 0.8834 | 0.6122 | 0.7598 |
| 0.3066 | 0.1178 | 455 | 0.3368 | 0.8302 | 0.8824 | 0.9036 | 0.5652 | 0.6190 | 0.8929 | 0.5909 | 0.7344 |
| 0.3299 | 0.1191 | 460 | 0.3341 | 0.8302 | 0.8824 | 0.9036 | 0.5652 | 0.6190 | 0.8929 | 0.5909 | 0.7344 |
| 0.3881 | 0.1204 | 465 | 0.3447 | 0.8208 | 0.9444 | 0.8193 | 0.8261 | 0.5588 | 0.8774 | 0.6667 | 0.8227 |
| 0.3508 | 0.1217 | 470 | 0.3268 | 0.8302 | 0.8824 | 0.9036 | 0.5652 | 0.6190 | 0.8929 | 0.5909 | 0.7344 |
| 0.3411 | 0.1230 | 475 | 0.3301 | 0.8208 | 0.8721 | 0.9036 | 0.5217 | 0.6 | 0.8876 | 0.5581 | 0.7127 |
| 0.45 | 0.1243 | 480 | 0.3537 | 0.8491 | 0.9718 | 0.8313 | 0.9130 | 0.6 | 0.8961 | 0.7241 | 0.8722 |
| 0.386 | 0.1256 | 485 | 0.3236 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 |
| 0.3478 | 0.1269 | 490 | 0.3262 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 |
| 0.5128 | 0.1282 | 495 | 0.3427 | 0.8396 | 0.9583 | 0.8313 | 0.8696 | 0.5882 | 0.8903 | 0.7018 | 0.8504 |
| 0.4549 | 0.1295 | 500 | 0.3350 | 0.8491 | 0.9351 | 0.8675 | 0.7826 | 0.6207 | 0.9 | 0.6923 | 0.8250 |
| 0.3629 | 0.1308 | 505 | 0.3374 | 0.8491 | 0.9467 | 0.8554 | 0.8261 | 0.6129 | 0.8987 | 0.7037 | 0.8408 |
| 0.3882 | 0.1321 | 510 | 0.3274 | 0.8491 | 0.9136 | 0.8916 | 0.6957 | 0.64 | 0.9024 | 0.6667 | 0.7936 |
| 0.307 | 0.1334 | 515 | 0.3232 | 0.8491 | 0.9351 | 0.8675 | 0.7826 | 0.6207 | 0.9 | 0.6923 | 0.8250 |
| 0.3419 | 0.1347 | 520 | 0.3220 | 0.8491 | 0.9467 | 0.8554 | 0.8261 | 0.6129 | 0.8987 | 0.7037 | 0.8408 |
| 0.4513 | 0.1360 | 525 | 0.3222 | 0.8208 | 0.8902 | 0.8795 | 0.6087 | 0.5833 | 0.8848 | 0.5957 | 0.7441 |
| 0.3508 | 0.1373 | 530 | 0.3327 | 0.8302 | 0.9452 | 0.8313 | 0.8261 | 0.5758 | 0.8846 | 0.6786 | 0.8287 |
| 0.3244 | 0.1386 | 535 | 0.3381 | 0.8302 | 0.9577 | 0.8193 | 0.8696 | 0.5714 | 0.8831 | 0.6897 | 0.8444 |
| 0.4269 | 0.1398 | 540 | 0.3221 | 0.8302 | 0.8916 | 0.8916 | 0.6087 | 0.6087 | 0.8916 | 0.6087 | 0.7501 |
| 0.408 | 0.1411 | 545 | 0.3322 | 0.8491 | 0.9589 | 0.8434 | 0.8696 | 0.6061 | 0.8974 | 0.7143 | 0.8565 |
| 0.447 | 0.1424 | 550 | 0.3211 | 0.8396 | 0.9024 | 0.8916 | 0.6522 | 0.625 | 0.8970 | 0.6383 | 0.7719 |
| 0.4463 | 0.1437 | 555 | 0.3377 | 0.8491 | 0.9718 | 0.8313 | 0.9130 | 0.6 | 0.8961 | 0.7241 | 0.8722 |
| 0.3918 | 0.1450 | 560 | 0.3188 | 0.8679 | 0.9481 | 0.8795 | 0.8261 | 0.6552 | 0.9125 | 0.7308 | 0.8528 |
| 0.382 | 0.1463 | 565 | 0.3093 | 0.8491 | 0.9136 | 0.8916 | 0.6957 | 0.64 | 0.9024 | 0.6667 | 0.7936 |
| 0.3975 | 0.1476 | 570 | 0.3239 | 0.8396 | 0.9583 | 0.8313 | 0.8696 | 0.5882 | 0.8903 | 0.7018 | 0.8504 |
| 0.4401 | 0.1489 | 575 | 0.3114 | 0.8491 | 0.9467 | 0.8554 | 0.8261 | 0.6129 | 0.8987 | 0.7037 | 0.8408 |
| 0.3666 | 0.1502 | 580 | 0.3073 | 0.8774 | 0.9070 | 0.9398 | 0.6522 | 0.75 | 0.9231 | 0.6977 | 0.7960 |
| 0.3251 | 0.1515 | 585 | 0.3347 | 0.8396 | 0.9714 | 0.8193 | 0.9130 | 0.5833 | 0.8889 | 0.7119 | 0.8662 |
| 0.2939 | 0.1528 | 590 | 0.3231 | 0.8491 | 0.9351 | 0.8675 | 0.7826 | 0.6207 | 0.9 | 0.6923 | 0.8250 |
| 0.3852 | 0.1541 | 595 | 0.3238 | 0.8491 | 0.8851 | 0.9277 | 0.5652 | 0.6842 | 0.9059 | 0.6190 | 0.7465 |
| 0.4063 | 0.1554 | 600 | 0.3212 | 0.8396 | 0.9459 | 0.8434 | 0.8261 | 0.5938 | 0.8917 | 0.6909 | 0.8347 |
| 0.3689 | 0.1567 | 605 | 0.3420 | 0.8113 | 0.9701 | 0.7831 | 0.9130 | 0.5385 | 0.8667 | 0.6774 | 0.8481 |
| 0.3297 | 0.1580 | 610 | 0.3052 | 0.8585 | 0.9048 | 0.9157 | 0.6522 | 0.6818 | 0.9102 | 0.6667 | 0.7839 |
| 0.3706 | 0.1593 | 615 | 0.3050 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.4076 | 0.1606 | 620 | 0.3534 | 0.7925 | 0.9692 | 0.7590 | 0.9130 | 0.5122 | 0.8514 | 0.6562 | 0.8360 |
| 0.3194 | 0.1619 | 625 | 0.3073 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.5225 | 0.1632 | 630 | 0.2950 | 0.8585 | 0.9146 | 0.9036 | 0.6957 | 0.6667 | 0.9091 | 0.6809 | 0.7996 |
| 0.4071 | 0.1644 | 635 | 0.3108 | 0.8585 | 0.9595 | 0.8554 | 0.8696 | 0.625 | 0.9045 | 0.7273 | 0.8625 |
| 0.2902 | 0.1657 | 640 | 0.3012 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.2576 | 0.1670 | 645 | 0.2883 | 0.8585 | 0.9146 | 0.9036 | 0.6957 | 0.6667 | 0.9091 | 0.6809 | 0.7996 |
| 0.4594 | 0.1683 | 650 | 0.2905 | 0.8679 | 0.9481 | 0.8795 | 0.8261 | 0.6552 | 0.9125 | 0.7308 | 0.8528 |
| 0.425 | 0.1696 | 655 | 0.3013 | 0.8585 | 0.9595 | 0.8554 | 0.8696 | 0.625 | 0.9045 | 0.7273 | 0.8625 |
| 0.356 | 0.1709 | 660 | 0.2952 | 0.8585 | 0.9359 | 0.8795 | 0.7826 | 0.6429 | 0.9068 | 0.7059 | 0.8311 |
| 0.4696 | 0.1722 | 665 | 0.2946 | 0.8491 | 0.9351 | 0.8675 | 0.7826 | 0.6207 | 0.9 | 0.6923 | 0.8250 |
| 0.4 | 0.1735 | 670 | 0.3176 | 0.8302 | 0.9577 | 0.8193 | 0.8696 | 0.5714 | 0.8831 | 0.6897 | 0.8444 |
| 0.3458 | 0.1748 | 675 | 0.3030 | 0.8396 | 0.9459 | 0.8434 | 0.8261 | 0.5938 | 0.8917 | 0.6909 | 0.8347 |
| 0.2906 | 0.1761 | 680 | 0.2974 | 0.8491 | 0.9351 | 0.8675 | 0.7826 | 0.6207 | 0.9 | 0.6923 | 0.8250 |
| 0.3582 | 0.1774 | 685 | 0.3094 | 0.8396 | 0.9459 | 0.8434 | 0.8261 | 0.5938 | 0.8917 | 0.6909 | 0.8347 |
| 0.4276 | 0.1787 | 690 | 0.3105 | 0.8396 | 0.9459 | 0.8434 | 0.8261 | 0.5938 | 0.8917 | 0.6909 | 0.8347 |
| 0.3085 | 0.1800 | 695 | 0.3021 | 0.8679 | 0.9367 | 0.8916 | 0.7826 | 0.6667 | 0.9136 | 0.72 | 0.8371 |
| 0.3691 | 0.1813 | 700 | 0.3037 | 0.8585 | 0.9595 | 0.8554 | 0.8696 | 0.625 | 0.9045 | 0.7273 | 0.8625 |
| 0.3698 | 0.1826 | 705 | 0.3064 | 0.8679 | 0.9367 | 0.8916 | 0.7826 | 0.6667 | 0.9136 | 0.72 | 0.8371 |
| 0.3989 | 0.1839 | 710 | 0.3063 | 0.8774 | 0.9487 | 0.8916 | 0.8261 | 0.6786 | 0.9193 | 0.7451 | 0.8588 |
| 0.3088 | 0.1852 | 715 | 0.3056 | 0.8679 | 0.96 | 0.8675 | 0.8696 | 0.6452 | 0.9114 | 0.7407 | 0.8685 |
| 0.466 | 0.1865 | 720 | 0.2949 | 0.8868 | 0.9610 | 0.8916 | 0.8696 | 0.6897 | 0.925 | 0.7692 | 0.8806 |
| 0.3305 | 0.1878 | 725 | 0.3000 | 0.8679 | 0.96 | 0.8675 | 0.8696 | 0.6452 | 0.9114 | 0.7407 | 0.8685 |
| 0.4193 | 0.1891 | 730 | 0.2818 | 0.8774 | 0.9605 | 0.8795 | 0.8696 | 0.6667 | 0.9182 | 0.7547 | 0.8745 |
| 0.3937 | 0.1903 | 735 | 0.2817 | 0.8774 | 0.9487 | 0.8916 | 0.8261 | 0.6786 | 0.9193 | 0.7451 | 0.8588 |
| 0.3387 | 0.1916 | 740 | 0.2879 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.4338 | 0.1929 | 745 | 0.2998 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3345 | 0.1942 | 750 | 0.3174 | 0.8491 | 0.9467 | 0.8554 | 0.8261 | 0.6129 | 0.8987 | 0.7037 | 0.8408 |
| 0.3414 | 0.1955 | 755 | 0.2990 | 0.8585 | 0.9595 | 0.8554 | 0.8696 | 0.625 | 0.9045 | 0.7273 | 0.8625 |
| 0.3793 | 0.1968 | 760 | 0.2845 | 0.8774 | 0.9605 | 0.8795 | 0.8696 | 0.6667 | 0.9182 | 0.7547 | 0.8745 |
| 0.3847 | 0.1981 | 765 | 0.2795 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.3772 | 0.1994 | 770 | 0.2888 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.3162 | 0.2007 | 775 | 0.2923 | 0.8585 | 0.9595 | 0.8554 | 0.8696 | 0.625 | 0.9045 | 0.7273 | 0.8625 |
| 0.3873 | 0.2020 | 780 | 0.2922 | 0.8679 | 0.9481 | 0.8795 | 0.8261 | 0.6552 | 0.9125 | 0.7308 | 0.8528 |
| 0.3593 | 0.2033 | 785 | 0.2968 | 0.8679 | 0.9367 | 0.8916 | 0.7826 | 0.6667 | 0.9136 | 0.72 | 0.8371 |
| 0.348 | 0.2046 | 790 | 0.3137 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.3377 | 0.2059 | 795 | 0.3117 | 0.8585 | 0.9359 | 0.8795 | 0.7826 | 0.6429 | 0.9068 | 0.7059 | 0.8311 |
| 0.405 | 0.2072 | 800 | 0.3144 | 0.8679 | 0.9059 | 0.9277 | 0.6522 | 0.7143 | 0.9167 | 0.6818 | 0.7899 |
| 0.4483 | 0.2085 | 805 | 0.3243 | 0.8396 | 0.9583 | 0.8313 | 0.8696 | 0.5882 | 0.8903 | 0.7018 | 0.8504 |
| 0.3646 | 0.2098 | 810 | 0.3084 | 0.8491 | 0.9589 | 0.8434 | 0.8696 | 0.6061 | 0.8974 | 0.7143 | 0.8565 |
| 0.3257 | 0.2111 | 815 | 0.2835 | 0.8774 | 0.9375 | 0.9036 | 0.7826 | 0.6923 | 0.9202 | 0.7347 | 0.8431 |
| 0.4278 | 0.2124 | 820 | 0.2820 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3227 | 0.2137 | 825 | 0.3024 | 0.8491 | 0.9589 | 0.8434 | 0.8696 | 0.6061 | 0.8974 | 0.7143 | 0.8565 |
| 0.3115 | 0.2149 | 830 | 0.2887 | 0.8774 | 0.9605 | 0.8795 | 0.8696 | 0.6667 | 0.9182 | 0.7547 | 0.8745 |
| 0.3723 | 0.2162 | 835 | 0.2870 | 0.8679 | 0.9157 | 0.9157 | 0.6957 | 0.6957 | 0.9157 | 0.6957 | 0.8057 |
| 0.3182 | 0.2175 | 840 | 0.2803 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.4252 | 0.2188 | 845 | 0.2993 | 0.8491 | 0.9718 | 0.8313 | 0.9130 | 0.6 | 0.8961 | 0.7241 | 0.8722 |
| 0.316 | 0.2201 | 850 | 0.2874 | 0.8679 | 0.9481 | 0.8795 | 0.8261 | 0.6552 | 0.9125 | 0.7308 | 0.8528 |
| 0.36 | 0.2214 | 855 | 0.2864 | 0.8774 | 0.9375 | 0.9036 | 0.7826 | 0.6923 | 0.9202 | 0.7347 | 0.8431 |
| 0.4249 | 0.2227 | 860 | 0.2866 | 0.8774 | 0.9375 | 0.9036 | 0.7826 | 0.6923 | 0.9202 | 0.7347 | 0.8431 |
| 0.3488 | 0.2240 | 865 | 0.2915 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.4045 | 0.2253 | 870 | 0.3021 | 0.8774 | 0.9487 | 0.8916 | 0.8261 | 0.6786 | 0.9193 | 0.7451 | 0.8588 |
| 0.3441 | 0.2266 | 875 | 0.3008 | 0.8679 | 0.9481 | 0.8795 | 0.8261 | 0.6552 | 0.9125 | 0.7308 | 0.8528 |
| 0.351 | 0.2279 | 880 | 0.2909 | 0.8679 | 0.9481 | 0.8795 | 0.8261 | 0.6552 | 0.9125 | 0.7308 | 0.8528 |
| 0.4192 | 0.2292 | 885 | 0.2895 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.4013 | 0.2305 | 890 | 0.2765 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.4158 | 0.2318 | 895 | 0.2764 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.3247 | 0.2331 | 900 | 0.2846 | 0.8679 | 0.9481 | 0.8795 | 0.8261 | 0.6552 | 0.9125 | 0.7308 | 0.8528 |
| 0.3959 | 0.2344 | 905 | 0.2996 | 0.8774 | 0.9375 | 0.9036 | 0.7826 | 0.6923 | 0.9202 | 0.7347 | 0.8431 |
| 0.366 | 0.2357 | 910 | 0.3070 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.3096 | 0.2370 | 915 | 0.3002 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.3304 | 0.2383 | 920 | 0.2870 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.3808 | 0.2396 | 925 | 0.3009 | 0.8585 | 0.9595 | 0.8554 | 0.8696 | 0.625 | 0.9045 | 0.7273 | 0.8625 |
| 0.4728 | 0.2408 | 930 | 0.2688 | 0.8679 | 0.9367 | 0.8916 | 0.7826 | 0.6667 | 0.9136 | 0.72 | 0.8371 |
| 0.4392 | 0.2421 | 935 | 0.2780 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.4092 | 0.2434 | 940 | 0.2961 | 0.8679 | 0.9726 | 0.8554 | 0.9130 | 0.6364 | 0.9103 | 0.75 | 0.8842 |
| 0.3253 | 0.2447 | 945 | 0.2716 | 0.8491 | 0.9351 | 0.8675 | 0.7826 | 0.6207 | 0.9 | 0.6923 | 0.8250 |
| 0.4719 | 0.2460 | 950 | 0.2693 | 0.8585 | 0.9359 | 0.8795 | 0.7826 | 0.6429 | 0.9068 | 0.7059 | 0.8311 |
| 0.3415 | 0.2473 | 955 | 0.2811 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.2936 | 0.2486 | 960 | 0.2720 | 0.8868 | 0.9383 | 0.9157 | 0.7826 | 0.72 | 0.9268 | 0.75 | 0.8491 |
| 0.4097 | 0.2499 | 965 | 0.2806 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.3274 | 0.2512 | 970 | 0.2969 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.3636 | 0.2525 | 975 | 0.2973 | 0.8774 | 0.9487 | 0.8916 | 0.8261 | 0.6786 | 0.9193 | 0.7451 | 0.8588 |
| 0.314 | 0.2538 | 980 | 0.2999 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3681 | 0.2551 | 985 | 0.2878 | 0.8774 | 0.9487 | 0.8916 | 0.8261 | 0.6786 | 0.9193 | 0.7451 | 0.8588 |
| 0.3444 | 0.2564 | 990 | 0.2900 | 0.8585 | 0.9595 | 0.8554 | 0.8696 | 0.625 | 0.9045 | 0.7273 | 0.8625 |
| 0.5278 | 0.2577 | 995 | 0.2658 | 0.8868 | 0.9383 | 0.9157 | 0.7826 | 0.72 | 0.9268 | 0.75 | 0.8491 |
| 0.2811 | 0.2590 | 1000 | 0.2683 | 0.8774 | 0.9487 | 0.8916 | 0.8261 | 0.6786 | 0.9193 | 0.7451 | 0.8588 |
| 0.3896 | 0.2603 | 1005 | 0.2805 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.3093 | 0.2616 | 1010 | 0.2834 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.377 | 0.2629 | 1015 | 0.2931 | 0.8679 | 0.9481 | 0.8795 | 0.8261 | 0.6552 | 0.9125 | 0.7308 | 0.8528 |
| 0.3367 | 0.2642 | 1020 | 0.3115 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.3392 | 0.2654 | 1025 | 0.3095 | 0.8396 | 0.9231 | 0.8675 | 0.7391 | 0.6071 | 0.8944 | 0.6667 | 0.8033 |
| 0.3187 | 0.2667 | 1030 | 0.3039 | 0.8868 | 0.9277 | 0.9277 | 0.7391 | 0.7391 | 0.9277 | 0.7391 | 0.8334 |
| 0.4068 | 0.2680 | 1035 | 0.2923 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.3526 | 0.2693 | 1040 | 0.2868 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.412 | 0.2706 | 1045 | 0.2759 | 0.8679 | 0.9157 | 0.9157 | 0.6957 | 0.6957 | 0.9157 | 0.6957 | 0.8057 |
| 0.3457 | 0.2719 | 1050 | 0.2790 | 0.8774 | 0.9375 | 0.9036 | 0.7826 | 0.6923 | 0.9202 | 0.7347 | 0.8431 |
| 0.3519 | 0.2732 | 1055 | 0.2809 | 0.8491 | 0.9467 | 0.8554 | 0.8261 | 0.6129 | 0.8987 | 0.7037 | 0.8408 |
| 0.4417 | 0.2745 | 1060 | 0.2797 | 0.8679 | 0.9481 | 0.8795 | 0.8261 | 0.6552 | 0.9125 | 0.7308 | 0.8528 |
| 0.3956 | 0.2758 | 1065 | 0.2828 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.3843 | 0.2771 | 1070 | 0.2840 | 0.8774 | 0.9375 | 0.9036 | 0.7826 | 0.6923 | 0.9202 | 0.7347 | 0.8431 |
| 0.3142 | 0.2784 | 1075 | 0.2835 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.4233 | 0.2797 | 1080 | 0.2985 | 0.8302 | 0.9577 | 0.8193 | 0.8696 | 0.5714 | 0.8831 | 0.6897 | 0.8444 |
| 0.3068 | 0.2810 | 1085 | 0.2919 | 0.8396 | 0.9459 | 0.8434 | 0.8261 | 0.5938 | 0.8917 | 0.6909 | 0.8347 |
| 0.3106 | 0.2823 | 1090 | 0.2910 | 0.8396 | 0.9231 | 0.8675 | 0.7391 | 0.6071 | 0.8944 | 0.6667 | 0.8033 |
| 0.3096 | 0.2836 | 1095 | 0.2884 | 0.8585 | 0.925 | 0.8916 | 0.7391 | 0.6538 | 0.9080 | 0.6939 | 0.8153 |
| 0.3509 | 0.2849 | 1100 | 0.2886 | 0.8679 | 0.9481 | 0.8795 | 0.8261 | 0.6552 | 0.9125 | 0.7308 | 0.8528 |
| 0.332 | 0.2862 | 1105 | 0.2745 | 0.8491 | 0.9136 | 0.8916 | 0.6957 | 0.64 | 0.9024 | 0.6667 | 0.7936 |
| 0.3581 | 0.2875 | 1110 | 0.2763 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.3297 | 0.2888 | 1115 | 0.2701 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.4242 | 0.2901 | 1120 | 0.2667 | 0.8679 | 0.9367 | 0.8916 | 0.7826 | 0.6667 | 0.9136 | 0.72 | 0.8371 |
| 0.338 | 0.2913 | 1125 | 0.2724 | 0.8585 | 0.9474 | 0.8675 | 0.8261 | 0.6333 | 0.9057 | 0.7170 | 0.8468 |
| 0.3404 | 0.2926 | 1130 | 0.2747 | 0.8491 | 0.9467 | 0.8554 | 0.8261 | 0.6129 | 0.8987 | 0.7037 | 0.8408 |
| 0.3495 | 0.2939 | 1135 | 0.2747 | 0.8962 | 0.9286 | 0.9398 | 0.7391 | 0.7727 | 0.9341 | 0.7556 | 0.8394 |
| 0.4321 | 0.2952 | 1140 | 0.2697 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.339 | 0.2965 | 1145 | 0.2813 | 0.8491 | 0.9467 | 0.8554 | 0.8261 | 0.6129 | 0.8987 | 0.7037 | 0.8408 |
| 0.3511 | 0.2978 | 1150 | 0.2603 | 0.8774 | 0.9375 | 0.9036 | 0.7826 | 0.6923 | 0.9202 | 0.7347 | 0.8431 |
| 0.4056 | 0.2991 | 1155 | 0.2612 | 0.8679 | 0.9157 | 0.9157 | 0.6957 | 0.6957 | 0.9157 | 0.6957 | 0.8057 |
| 0.3713 | 0.3004 | 1160 | 0.2841 | 0.8679 | 0.9726 | 0.8554 | 0.9130 | 0.6364 | 0.9103 | 0.75 | 0.8842 |
| 0.3964 | 0.3017 | 1165 | 0.2767 | 0.8868 | 0.9610 | 0.8916 | 0.8696 | 0.6897 | 0.925 | 0.7692 | 0.8806 |
| 0.4898 | 0.3030 | 1170 | 0.2785 | 0.8774 | 0.9375 | 0.9036 | 0.7826 | 0.6923 | 0.9202 | 0.7347 | 0.8431 |
| 0.3071 | 0.3043 | 1175 | 0.2779 | 0.8774 | 0.9487 | 0.8916 | 0.8261 | 0.6786 | 0.9193 | 0.7451 | 0.8588 |
| 0.3347 | 0.3056 | 1180 | 0.2621 | 0.8774 | 0.9375 | 0.9036 | 0.7826 | 0.6923 | 0.9202 | 0.7347 | 0.8431 |
| 0.523 | 0.3069 | 1185 | 0.2551 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3982 | 0.3082 | 1190 | 0.2611 | 0.8774 | 0.9605 | 0.8795 | 0.8696 | 0.6667 | 0.9182 | 0.7547 | 0.8745 |
| 0.3643 | 0.3095 | 1195 | 0.2592 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.2724 | 0.3108 | 1200 | 0.2515 | 0.8868 | 0.9383 | 0.9157 | 0.7826 | 0.72 | 0.9268 | 0.75 | 0.8491 |
| 0.3377 | 0.3121 | 1205 | 0.2451 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.4061 | 0.3134 | 1210 | 0.2661 | 0.8585 | 0.9722 | 0.8434 | 0.9130 | 0.6176 | 0.9032 | 0.7368 | 0.8782 |
| 0.332 | 0.3147 | 1215 | 0.2490 | 0.8962 | 0.9615 | 0.9036 | 0.8696 | 0.7143 | 0.9317 | 0.7843 | 0.8866 |
| 0.3882 | 0.3159 | 1220 | 0.2447 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3978 | 0.3172 | 1225 | 0.2547 | 0.8679 | 0.9367 | 0.8916 | 0.7826 | 0.6667 | 0.9136 | 0.72 | 0.8371 |
| 0.4183 | 0.3185 | 1230 | 0.2646 | 0.8679 | 0.9367 | 0.8916 | 0.7826 | 0.6667 | 0.9136 | 0.72 | 0.8371 |
| 0.3405 | 0.3198 | 1235 | 0.2589 | 0.8679 | 0.9367 | 0.8916 | 0.7826 | 0.6667 | 0.9136 | 0.72 | 0.8371 |
| 0.3888 | 0.3211 | 1240 | 0.2535 | 0.8774 | 0.9268 | 0.9157 | 0.7391 | 0.7083 | 0.9212 | 0.7234 | 0.8274 |
| 0.3314 | 0.3224 | 1245 | 0.2516 | 0.8868 | 0.9610 | 0.8916 | 0.8696 | 0.6897 | 0.925 | 0.7692 | 0.8806 |
| 0.3786 | 0.3237 | 1250 | 0.2443 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.2917 | 0.3250 | 1255 | 0.2441 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3364 | 0.3263 | 1260 | 0.2447 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3484 | 0.3276 | 1265 | 0.2561 | 0.8868 | 0.9610 | 0.8916 | 0.8696 | 0.6897 | 0.925 | 0.7692 | 0.8806 |
| 0.2867 | 0.3289 | 1270 | 0.2528 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.4031 | 0.3302 | 1275 | 0.2492 | 0.8868 | 0.9383 | 0.9157 | 0.7826 | 0.72 | 0.9268 | 0.75 | 0.8491 |
| 0.4095 | 0.3315 | 1280 | 0.2538 | 0.8774 | 0.9268 | 0.9157 | 0.7391 | 0.7083 | 0.9212 | 0.7234 | 0.8274 |
| 0.2872 | 0.3328 | 1285 | 0.2511 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.2891 | 0.3341 | 1290 | 0.2517 | 0.8679 | 0.96 | 0.8675 | 0.8696 | 0.6452 | 0.9114 | 0.7407 | 0.8685 |
| 0.4338 | 0.3354 | 1295 | 0.2419 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.4377 | 0.3367 | 1300 | 0.2486 | 0.8868 | 0.9383 | 0.9157 | 0.7826 | 0.72 | 0.9268 | 0.75 | 0.8491 |
| 0.2911 | 0.3380 | 1305 | 0.2564 | 0.8868 | 0.9383 | 0.9157 | 0.7826 | 0.72 | 0.9268 | 0.75 | 0.8491 |
| 0.4335 | 0.3393 | 1310 | 0.2639 | 0.8774 | 0.9487 | 0.8916 | 0.8261 | 0.6786 | 0.9193 | 0.7451 | 0.8588 |
| 0.3393 | 0.3406 | 1315 | 0.2679 | 0.8774 | 0.9487 | 0.8916 | 0.8261 | 0.6786 | 0.9193 | 0.7451 | 0.8588 |
| 0.3517 | 0.3418 | 1320 | 0.2600 | 0.8774 | 0.9487 | 0.8916 | 0.8261 | 0.6786 | 0.9193 | 0.7451 | 0.8588 |
| 0.3845 | 0.3431 | 1325 | 0.2472 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.2665 | 0.3444 | 1330 | 0.2502 | 0.8868 | 0.9610 | 0.8916 | 0.8696 | 0.6897 | 0.925 | 0.7692 | 0.8806 |
| 0.4004 | 0.3457 | 1335 | 0.2419 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.4582 | 0.3470 | 1340 | 0.2436 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.3614 | 0.3483 | 1345 | 0.2526 | 0.8868 | 0.9610 | 0.8916 | 0.8696 | 0.6897 | 0.925 | 0.7692 | 0.8806 |
| 0.3608 | 0.3496 | 1350 | 0.2443 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.3613 | 0.3509 | 1355 | 0.2429 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.3221 | 0.3522 | 1360 | 0.2370 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.4977 | 0.3535 | 1365 | 0.2392 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.3066 | 0.3548 | 1370 | 0.2506 | 0.8679 | 0.9726 | 0.8554 | 0.9130 | 0.6364 | 0.9103 | 0.75 | 0.8842 |
| 0.2729 | 0.3561 | 1375 | 0.2453 | 0.8868 | 0.9733 | 0.8795 | 0.9130 | 0.6774 | 0.9241 | 0.7778 | 0.8963 |
| 0.333 | 0.3574 | 1380 | 0.2360 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.3985 | 0.3587 | 1385 | 0.2358 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.4088 | 0.3600 | 1390 | 0.2495 | 0.8679 | 0.9726 | 0.8554 | 0.9130 | 0.6364 | 0.9103 | 0.75 | 0.8842 |
| 0.3215 | 0.3613 | 1395 | 0.2454 | 0.8962 | 0.9615 | 0.9036 | 0.8696 | 0.7143 | 0.9317 | 0.7843 | 0.8866 |
| 0.3902 | 0.3626 | 1400 | 0.2481 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.3475 | 0.3639 | 1405 | 0.2478 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.3954 | 0.3652 | 1410 | 0.2522 | 0.8962 | 0.9615 | 0.9036 | 0.8696 | 0.7143 | 0.9317 | 0.7843 | 0.8866 |
| 0.329 | 0.3664 | 1415 | 0.2442 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3459 | 0.3677 | 1420 | 0.2381 | 0.9245 | 0.9630 | 0.9398 | 0.8696 | 0.8 | 0.9512 | 0.8333 | 0.9047 |
| 0.2747 | 0.3690 | 1425 | 0.2356 | 0.8962 | 0.9615 | 0.9036 | 0.8696 | 0.7143 | 0.9317 | 0.7843 | 0.8866 |
| 0.3792 | 0.3703 | 1430 | 0.2314 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.361 | 0.3716 | 1435 | 0.2304 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.401 | 0.3729 | 1440 | 0.2308 | 0.9151 | 0.9512 | 0.9398 | 0.8261 | 0.7917 | 0.9455 | 0.8085 | 0.8829 |
| 0.377 | 0.3742 | 1445 | 0.2385 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3599 | 0.3755 | 1450 | 0.2413 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.2567 | 0.3768 | 1455 | 0.2389 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2913 | 0.3781 | 1460 | 0.2384 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.2966 | 0.3794 | 1465 | 0.2325 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3191 | 0.3807 | 1470 | 0.2354 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.3802 | 0.3820 | 1475 | 0.2345 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.2991 | 0.3833 | 1480 | 0.2448 | 0.8868 | 0.9610 | 0.8916 | 0.8696 | 0.6897 | 0.925 | 0.7692 | 0.8806 |
| 0.4305 | 0.3846 | 1485 | 0.2490 | 0.8962 | 0.9615 | 0.9036 | 0.8696 | 0.7143 | 0.9317 | 0.7843 | 0.8866 |
| 0.2742 | 0.3859 | 1490 | 0.2497 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.359 | 0.3872 | 1495 | 0.2499 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.3342 | 0.3885 | 1500 | 0.2427 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.3663 | 0.3898 | 1505 | 0.2486 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.3237 | 0.3911 | 1510 | 0.2458 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3133 | 0.3923 | 1515 | 0.2439 | 0.9151 | 0.9512 | 0.9398 | 0.8261 | 0.7917 | 0.9455 | 0.8085 | 0.8829 |
| 0.4044 | 0.3936 | 1520 | 0.2383 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3051 | 0.3949 | 1525 | 0.2394 | 0.8962 | 0.9615 | 0.9036 | 0.8696 | 0.7143 | 0.9317 | 0.7843 | 0.8866 |
| 0.3711 | 0.3962 | 1530 | 0.2360 | 0.8962 | 0.9615 | 0.9036 | 0.8696 | 0.7143 | 0.9317 | 0.7843 | 0.8866 |
| 0.3924 | 0.3975 | 1535 | 0.2290 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.4043 | 0.3988 | 1540 | 0.2274 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3382 | 0.4001 | 1545 | 0.2252 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.3382 | 0.4014 | 1550 | 0.2268 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.4543 | 0.4027 | 1555 | 0.2278 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.3359 | 0.4040 | 1560 | 0.2314 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.2851 | 0.4053 | 1565 | 0.2350 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.336 | 0.4066 | 1570 | 0.2349 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3755 | 0.4079 | 1575 | 0.2311 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3141 | 0.4092 | 1580 | 0.2305 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.4063 | 0.4105 | 1585 | 0.2338 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3936 | 0.4118 | 1590 | 0.2330 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3327 | 0.4131 | 1595 | 0.2319 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.2695 | 0.4144 | 1600 | 0.2253 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.4965 | 0.4157 | 1605 | 0.2236 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3474 | 0.4169 | 1610 | 0.2262 | 0.9151 | 0.9512 | 0.9398 | 0.8261 | 0.7917 | 0.9455 | 0.8085 | 0.8829 |
| 0.4109 | 0.4182 | 1615 | 0.2298 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.3114 | 0.4195 | 1620 | 0.2309 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.4222 | 0.4208 | 1625 | 0.2310 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3647 | 0.4221 | 1630 | 0.2300 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3662 | 0.4234 | 1635 | 0.2384 | 0.8962 | 0.9615 | 0.9036 | 0.8696 | 0.7143 | 0.9317 | 0.7843 | 0.8866 |
| 0.2528 | 0.4247 | 1640 | 0.2310 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.372 | 0.4260 | 1645 | 0.2320 | 0.8962 | 0.9286 | 0.9398 | 0.7391 | 0.7727 | 0.9341 | 0.7556 | 0.8394 |
| 0.2988 | 0.4273 | 1650 | 0.2282 | 0.9151 | 0.9512 | 0.9398 | 0.8261 | 0.7917 | 0.9455 | 0.8085 | 0.8829 |
| 0.435 | 0.4286 | 1655 | 0.2281 | 0.8962 | 0.9615 | 0.9036 | 0.8696 | 0.7143 | 0.9317 | 0.7843 | 0.8866 |
| 0.4079 | 0.4299 | 1660 | 0.2257 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.4473 | 0.4312 | 1665 | 0.2270 | 0.9151 | 0.9512 | 0.9398 | 0.8261 | 0.7917 | 0.9455 | 0.8085 | 0.8829 |
| 0.3152 | 0.4325 | 1670 | 0.2266 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3631 | 0.4338 | 1675 | 0.2279 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.3323 | 0.4351 | 1680 | 0.2290 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.3711 | 0.4364 | 1685 | 0.2276 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.268 | 0.4377 | 1690 | 0.2310 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.356 | 0.4390 | 1695 | 0.2283 | 0.9151 | 0.9512 | 0.9398 | 0.8261 | 0.7917 | 0.9455 | 0.8085 | 0.8829 |
| 0.2391 | 0.4403 | 1700 | 0.2277 | 0.9151 | 0.9512 | 0.9398 | 0.8261 | 0.7917 | 0.9455 | 0.8085 | 0.8829 |
| 0.3101 | 0.4416 | 1705 | 0.2227 | 0.9151 | 0.9512 | 0.9398 | 0.8261 | 0.7917 | 0.9455 | 0.8085 | 0.8829 |
| 0.381 | 0.4428 | 1710 | 0.2238 | 0.9151 | 0.9512 | 0.9398 | 0.8261 | 0.7917 | 0.9455 | 0.8085 | 0.8829 |
| 0.3717 | 0.4441 | 1715 | 0.2243 | 0.9151 | 0.9512 | 0.9398 | 0.8261 | 0.7917 | 0.9455 | 0.8085 | 0.8829 |
| 0.3755 | 0.4454 | 1720 | 0.2262 | 0.9151 | 0.9512 | 0.9398 | 0.8261 | 0.7917 | 0.9455 | 0.8085 | 0.8829 |
| 0.313 | 0.4467 | 1725 | 0.2281 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3314 | 0.4480 | 1730 | 0.2362 | 0.8962 | 0.9737 | 0.8916 | 0.9130 | 0.7 | 0.9308 | 0.7925 | 0.9023 |
| 0.3325 | 0.4493 | 1735 | 0.2261 | 0.8962 | 0.9615 | 0.9036 | 0.8696 | 0.7143 | 0.9317 | 0.7843 | 0.8866 |
| 0.327 | 0.4506 | 1740 | 0.2218 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3756 | 0.4519 | 1745 | 0.2296 | 0.8962 | 0.9615 | 0.9036 | 0.8696 | 0.7143 | 0.9317 | 0.7843 | 0.8866 |
| 0.3423 | 0.4532 | 1750 | 0.2303 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.3017 | 0.4545 | 1755 | 0.2278 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3303 | 0.4558 | 1760 | 0.2286 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3227 | 0.4571 | 1765 | 0.2340 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.4328 | 0.4584 | 1770 | 0.2353 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3121 | 0.4597 | 1775 | 0.2329 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.3322 | 0.4610 | 1780 | 0.2296 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.357 | 0.4623 | 1785 | 0.2376 | 0.8962 | 0.9615 | 0.9036 | 0.8696 | 0.7143 | 0.9317 | 0.7843 | 0.8866 |
| 0.3659 | 0.4636 | 1790 | 0.2405 | 0.8962 | 0.9615 | 0.9036 | 0.8696 | 0.7143 | 0.9317 | 0.7843 | 0.8866 |
| 0.289 | 0.4649 | 1795 | 0.2350 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3261 | 0.4662 | 1800 | 0.2332 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.3406 | 0.4675 | 1805 | 0.2315 | 0.9057 | 0.9740 | 0.9036 | 0.9130 | 0.7241 | 0.9375 | 0.8077 | 0.9083 |
| 0.3393 | 0.4687 | 1810 | 0.2241 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.2843 | 0.4700 | 1815 | 0.2302 | 0.8868 | 0.9733 | 0.8795 | 0.9130 | 0.6774 | 0.9241 | 0.7778 | 0.8963 |
| 0.2806 | 0.4713 | 1820 | 0.2350 | 0.8774 | 0.9605 | 0.8795 | 0.8696 | 0.6667 | 0.9182 | 0.7547 | 0.8745 |
| 0.374 | 0.4726 | 1825 | 0.2240 | 0.8774 | 0.9487 | 0.8916 | 0.8261 | 0.6786 | 0.9193 | 0.7451 | 0.8588 |
| 0.3191 | 0.4739 | 1830 | 0.2314 | 0.8774 | 0.9605 | 0.8795 | 0.8696 | 0.6667 | 0.9182 | 0.7547 | 0.8745 |
| 0.3622 | 0.4752 | 1835 | 0.2329 | 0.8868 | 0.9610 | 0.8916 | 0.8696 | 0.6897 | 0.925 | 0.7692 | 0.8806 |
| 0.4379 | 0.4765 | 1840 | 0.2298 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.2843 | 0.4778 | 1845 | 0.2283 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3431 | 0.4791 | 1850 | 0.2379 | 0.8774 | 0.9605 | 0.8795 | 0.8696 | 0.6667 | 0.9182 | 0.7547 | 0.8745 |
| 0.2975 | 0.4804 | 1855 | 0.2442 | 0.8774 | 0.9730 | 0.8675 | 0.9130 | 0.6562 | 0.9172 | 0.7636 | 0.8903 |
| 0.323 | 0.4817 | 1860 | 0.2140 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.4378 | 0.4830 | 1865 | 0.2172 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.3619 | 0.4843 | 1870 | 0.2325 | 0.8868 | 0.9610 | 0.8916 | 0.8696 | 0.6897 | 0.925 | 0.7692 | 0.8806 |
| 0.3811 | 0.4856 | 1875 | 0.2407 | 0.8962 | 0.9737 | 0.8916 | 0.9130 | 0.7 | 0.9308 | 0.7925 | 0.9023 |
| 0.3823 | 0.4869 | 1880 | 0.2292 | 0.8868 | 0.9494 | 0.9036 | 0.8261 | 0.7037 | 0.9259 | 0.76 | 0.8649 |
| 0.3738 | 0.4882 | 1885 | 0.2229 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.3441 | 0.4895 | 1890 | 0.2297 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3339 | 0.4908 | 1895 | 0.2394 | 0.8962 | 0.9737 | 0.8916 | 0.9130 | 0.7 | 0.9308 | 0.7925 | 0.9023 |
| 0.4026 | 0.4921 | 1900 | 0.2385 | 0.8962 | 0.9737 | 0.8916 | 0.9130 | 0.7 | 0.9308 | 0.7925 | 0.9023 |
| 0.3972 | 0.4933 | 1905 | 0.2259 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3568 | 0.4946 | 1910 | 0.2284 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.311 | 0.4959 | 1915 | 0.2379 | 0.8962 | 0.9615 | 0.9036 | 0.8696 | 0.7143 | 0.9317 | 0.7843 | 0.8866 |
| 0.3653 | 0.4972 | 1920 | 0.2405 | 0.8868 | 0.9610 | 0.8916 | 0.8696 | 0.6897 | 0.925 | 0.7692 | 0.8806 |
| 0.4392 | 0.4985 | 1925 | 0.2413 | 0.8868 | 0.9610 | 0.8916 | 0.8696 | 0.6897 | 0.925 | 0.7692 | 0.8806 |
| 0.3449 | 0.4998 | 1930 | 0.2402 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.4267 | 0.5011 | 1935 | 0.2417 | 0.8962 | 0.9186 | 0.9518 | 0.6957 | 0.8 | 0.9349 | 0.7442 | 0.8237 |
| 0.3985 | 0.5024 | 1940 | 0.2408 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3046 | 0.5037 | 1945 | 0.2433 | 0.8868 | 0.9610 | 0.8916 | 0.8696 | 0.6897 | 0.925 | 0.7692 | 0.8806 |
| 0.3477 | 0.5050 | 1950 | 0.2442 | 0.8962 | 0.9737 | 0.8916 | 0.9130 | 0.7 | 0.9308 | 0.7925 | 0.9023 |
| 0.3771 | 0.5063 | 1955 | 0.2394 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3263 | 0.5076 | 1960 | 0.2388 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3605 | 0.5089 | 1965 | 0.2365 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3271 | 0.5102 | 1970 | 0.2384 | 0.9057 | 0.9740 | 0.9036 | 0.9130 | 0.7241 | 0.9375 | 0.8077 | 0.9083 |
| 0.3509 | 0.5115 | 1975 | 0.2331 | 0.9151 | 0.9744 | 0.9157 | 0.9130 | 0.75 | 0.9441 | 0.8235 | 0.9144 |
| 0.456 | 0.5128 | 1980 | 0.2259 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3137 | 0.5141 | 1985 | 0.2349 | 0.8962 | 0.9737 | 0.8916 | 0.9130 | 0.7 | 0.9308 | 0.7925 | 0.9023 |
| 0.3171 | 0.5154 | 1990 | 0.2342 | 0.8962 | 0.9737 | 0.8916 | 0.9130 | 0.7 | 0.9308 | 0.7925 | 0.9023 |
| 0.3137 | 0.5167 | 1995 | 0.2362 | 0.8868 | 0.9277 | 0.9277 | 0.7391 | 0.7391 | 0.9277 | 0.7391 | 0.8334 |
| 0.2676 | 0.5180 | 2000 | 0.2433 | 0.8868 | 0.9176 | 0.9398 | 0.6957 | 0.7619 | 0.9286 | 0.7273 | 0.8177 |
| 0.4562 | 0.5192 | 2005 | 0.2438 | 0.8868 | 0.9176 | 0.9398 | 0.6957 | 0.7619 | 0.9286 | 0.7273 | 0.8177 |
| 0.3928 | 0.5205 | 2010 | 0.2506 | 0.8774 | 0.9487 | 0.8916 | 0.8261 | 0.6786 | 0.9193 | 0.7451 | 0.8588 |
| 0.34 | 0.5218 | 2015 | 0.2588 | 0.8774 | 0.9605 | 0.8795 | 0.8696 | 0.6667 | 0.9182 | 0.7547 | 0.8745 |
| 0.2611 | 0.5231 | 2020 | 0.2471 | 0.8868 | 0.9383 | 0.9157 | 0.7826 | 0.72 | 0.9268 | 0.75 | 0.8491 |
| 0.3224 | 0.5244 | 2025 | 0.2433 | 0.8774 | 0.9268 | 0.9157 | 0.7391 | 0.7083 | 0.9212 | 0.7234 | 0.8274 |
| 0.4185 | 0.5257 | 2030 | 0.2427 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.4356 | 0.5270 | 2035 | 0.2398 | 0.8868 | 0.9383 | 0.9157 | 0.7826 | 0.72 | 0.9268 | 0.75 | 0.8491 |
| 0.3846 | 0.5283 | 2040 | 0.2399 | 0.8868 | 0.9383 | 0.9157 | 0.7826 | 0.72 | 0.9268 | 0.75 | 0.8491 |
| 0.423 | 0.5296 | 2045 | 0.2404 | 0.8679 | 0.9367 | 0.8916 | 0.7826 | 0.6667 | 0.9136 | 0.72 | 0.8371 |
| 0.4281 | 0.5309 | 2050 | 0.2356 | 0.8774 | 0.9375 | 0.9036 | 0.7826 | 0.6923 | 0.9202 | 0.7347 | 0.8431 |
| 0.3437 | 0.5322 | 2055 | 0.2381 | 0.8774 | 0.9375 | 0.9036 | 0.7826 | 0.6923 | 0.9202 | 0.7347 | 0.8431 |
| 0.3475 | 0.5335 | 2060 | 0.2345 | 0.8868 | 0.9383 | 0.9157 | 0.7826 | 0.72 | 0.9268 | 0.75 | 0.8491 |
| 0.3825 | 0.5348 | 2065 | 0.2350 | 0.8774 | 0.9487 | 0.8916 | 0.8261 | 0.6786 | 0.9193 | 0.7451 | 0.8588 |
| 0.4249 | 0.5361 | 2070 | 0.2320 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3234 | 0.5374 | 2075 | 0.2292 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3058 | 0.5387 | 2080 | 0.2283 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3244 | 0.5400 | 2085 | 0.2243 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3014 | 0.5413 | 2090 | 0.2194 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.2972 | 0.5426 | 2095 | 0.2200 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.344 | 0.5438 | 2100 | 0.2199 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.2595 | 0.5451 | 2105 | 0.2201 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3552 | 0.5464 | 2110 | 0.2257 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.2829 | 0.5477 | 2115 | 0.2294 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3571 | 0.5490 | 2120 | 0.2315 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3526 | 0.5503 | 2125 | 0.2338 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3091 | 0.5516 | 2130 | 0.2344 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3893 | 0.5529 | 2135 | 0.2360 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.4326 | 0.5542 | 2140 | 0.2380 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.2981 | 0.5555 | 2145 | 0.2416 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.277 | 0.5568 | 2150 | 0.2367 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.473 | 0.5581 | 2155 | 0.2299 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.333 | 0.5594 | 2160 | 0.2278 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2831 | 0.5607 | 2165 | 0.2335 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3291 | 0.5620 | 2170 | 0.2288 | 0.8962 | 0.95 | 0.9157 | 0.8261 | 0.7308 | 0.9325 | 0.7755 | 0.8709 |
| 0.3933 | 0.5633 | 2175 | 0.2268 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3134 | 0.5646 | 2180 | 0.2288 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.4108 | 0.5659 | 2185 | 0.2295 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.4309 | 0.5672 | 2190 | 0.2396 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.358 | 0.5685 | 2195 | 0.2520 | 0.8962 | 0.9737 | 0.8916 | 0.9130 | 0.7 | 0.9308 | 0.7925 | 0.9023 |
| 0.3676 | 0.5697 | 2200 | 0.2363 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3063 | 0.5710 | 2205 | 0.2349 | 0.8962 | 0.9286 | 0.9398 | 0.7391 | 0.7727 | 0.9341 | 0.7556 | 0.8394 |
| 0.2947 | 0.5723 | 2210 | 0.2351 | 0.8962 | 0.9286 | 0.9398 | 0.7391 | 0.7727 | 0.9341 | 0.7556 | 0.8394 |
| 0.3574 | 0.5736 | 2215 | 0.2302 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3688 | 0.5749 | 2220 | 0.2394 | 0.9151 | 0.9744 | 0.9157 | 0.9130 | 0.75 | 0.9441 | 0.8235 | 0.9144 |
| 0.304 | 0.5762 | 2225 | 0.2346 | 0.9151 | 0.9744 | 0.9157 | 0.9130 | 0.75 | 0.9441 | 0.8235 | 0.9144 |
| 0.3151 | 0.5775 | 2230 | 0.2278 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.3228 | 0.5788 | 2235 | 0.2225 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3186 | 0.5801 | 2240 | 0.2177 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2728 | 0.5814 | 2245 | 0.2162 | 0.9151 | 0.9744 | 0.9157 | 0.9130 | 0.75 | 0.9441 | 0.8235 | 0.9144 |
| 0.305 | 0.5827 | 2250 | 0.2133 | 0.9245 | 0.9747 | 0.9277 | 0.9130 | 0.7778 | 0.9506 | 0.84 | 0.9204 |
| 0.255 | 0.5840 | 2255 | 0.2106 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2451 | 0.5853 | 2260 | 0.2143 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3607 | 0.5866 | 2265 | 0.2170 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2607 | 0.5879 | 2270 | 0.2219 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3172 | 0.5892 | 2275 | 0.2271 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.4271 | 0.5905 | 2280 | 0.2283 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3147 | 0.5918 | 2285 | 0.2325 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3735 | 0.5931 | 2290 | 0.2310 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2889 | 0.5943 | 2295 | 0.2279 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3891 | 0.5956 | 2300 | 0.2242 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.456 | 0.5969 | 2305 | 0.2257 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3581 | 0.5982 | 2310 | 0.2323 | 0.9245 | 0.9747 | 0.9277 | 0.9130 | 0.7778 | 0.9506 | 0.84 | 0.9204 |
| 0.4139 | 0.5995 | 2315 | 0.2443 | 0.8962 | 0.9737 | 0.8916 | 0.9130 | 0.7 | 0.9308 | 0.7925 | 0.9023 |
| 0.4145 | 0.6008 | 2320 | 0.2421 | 0.9151 | 0.9744 | 0.9157 | 0.9130 | 0.75 | 0.9441 | 0.8235 | 0.9144 |
| 0.2956 | 0.6021 | 2325 | 0.2408 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3061 | 0.6034 | 2330 | 0.2428 | 0.8868 | 0.9277 | 0.9277 | 0.7391 | 0.7391 | 0.9277 | 0.7391 | 0.8334 |
| 0.3499 | 0.6047 | 2335 | 0.2426 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.4038 | 0.6060 | 2340 | 0.2395 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3427 | 0.6073 | 2345 | 0.2389 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.4081 | 0.6086 | 2350 | 0.2388 | 0.9151 | 0.9744 | 0.9157 | 0.9130 | 0.75 | 0.9441 | 0.8235 | 0.9144 |
| 0.3198 | 0.6099 | 2355 | 0.2367 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.3272 | 0.6112 | 2360 | 0.2357 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3315 | 0.6125 | 2365 | 0.2326 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3421 | 0.6138 | 2370 | 0.2310 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3609 | 0.6151 | 2375 | 0.2313 | 0.9151 | 0.9744 | 0.9157 | 0.9130 | 0.75 | 0.9441 | 0.8235 | 0.9144 |
| 0.3204 | 0.6164 | 2380 | 0.2267 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.4005 | 0.6177 | 2385 | 0.2227 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3231 | 0.6190 | 2390 | 0.2239 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2886 | 0.6202 | 2395 | 0.2254 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3998 | 0.6215 | 2400 | 0.2299 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.4054 | 0.6228 | 2405 | 0.2413 | 0.9057 | 0.9740 | 0.9036 | 0.9130 | 0.7241 | 0.9375 | 0.8077 | 0.9083 |
| 0.3222 | 0.6241 | 2410 | 0.2403 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3754 | 0.6254 | 2415 | 0.2386 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3226 | 0.6267 | 2420 | 0.2373 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.4542 | 0.6280 | 2425 | 0.2401 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3199 | 0.6293 | 2430 | 0.2352 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3797 | 0.6306 | 2435 | 0.2303 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3694 | 0.6319 | 2440 | 0.2261 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3313 | 0.6332 | 2445 | 0.2274 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2855 | 0.6345 | 2450 | 0.2285 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3447 | 0.6358 | 2455 | 0.2271 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3172 | 0.6371 | 2460 | 0.2280 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3292 | 0.6384 | 2465 | 0.2288 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3435 | 0.6397 | 2470 | 0.2307 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2776 | 0.6410 | 2475 | 0.2310 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2987 | 0.6423 | 2480 | 0.2314 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3556 | 0.6436 | 2485 | 0.2317 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2791 | 0.6448 | 2490 | 0.2293 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3192 | 0.6461 | 2495 | 0.2261 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3384 | 0.6474 | 2500 | 0.2254 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3795 | 0.6487 | 2505 | 0.2265 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2894 | 0.6500 | 2510 | 0.2254 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3693 | 0.6513 | 2515 | 0.2282 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3043 | 0.6526 | 2520 | 0.2257 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2781 | 0.6539 | 2525 | 0.2227 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3899 | 0.6552 | 2530 | 0.2220 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2787 | 0.6565 | 2535 | 0.2227 | 0.9151 | 0.9744 | 0.9157 | 0.9130 | 0.75 | 0.9441 | 0.8235 | 0.9144 |
| 0.3324 | 0.6578 | 2540 | 0.2231 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3412 | 0.6591 | 2545 | 0.2259 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2898 | 0.6604 | 2550 | 0.2312 | 0.9151 | 0.9744 | 0.9157 | 0.9130 | 0.75 | 0.9441 | 0.8235 | 0.9144 |
| 0.2635 | 0.6617 | 2555 | 0.2270 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2709 | 0.6630 | 2560 | 0.2263 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3219 | 0.6643 | 2565 | 0.2268 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3966 | 0.6656 | 2570 | 0.2289 | 0.9245 | 0.9747 | 0.9277 | 0.9130 | 0.7778 | 0.9506 | 0.84 | 0.9204 |
| 0.3002 | 0.6669 | 2575 | 0.2318 | 0.9245 | 0.9747 | 0.9277 | 0.9130 | 0.7778 | 0.9506 | 0.84 | 0.9204 |
| 0.3333 | 0.6682 | 2580 | 0.2273 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2986 | 0.6695 | 2585 | 0.2262 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3192 | 0.6707 | 2590 | 0.2227 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3724 | 0.6720 | 2595 | 0.2274 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3411 | 0.6733 | 2600 | 0.2273 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3203 | 0.6746 | 2605 | 0.2211 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3256 | 0.6759 | 2610 | 0.2197 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.4105 | 0.6772 | 2615 | 0.2244 | 0.9245 | 0.9747 | 0.9277 | 0.9130 | 0.7778 | 0.9506 | 0.84 | 0.9204 |
| 0.3097 | 0.6785 | 2620 | 0.2316 | 0.9151 | 0.9744 | 0.9157 | 0.9130 | 0.75 | 0.9441 | 0.8235 | 0.9144 |
| 0.3931 | 0.6798 | 2625 | 0.2313 | 0.9151 | 0.9744 | 0.9157 | 0.9130 | 0.75 | 0.9441 | 0.8235 | 0.9144 |
| 0.3232 | 0.6811 | 2630 | 0.2270 | 0.9245 | 0.9747 | 0.9277 | 0.9130 | 0.7778 | 0.9506 | 0.84 | 0.9204 |
| 0.3294 | 0.6824 | 2635 | 0.2245 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3932 | 0.6837 | 2640 | 0.2248 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2917 | 0.6850 | 2645 | 0.2249 | 0.9245 | 0.9747 | 0.9277 | 0.9130 | 0.7778 | 0.9506 | 0.84 | 0.9204 |
| 0.3329 | 0.6863 | 2650 | 0.2243 | 0.9245 | 0.9747 | 0.9277 | 0.9130 | 0.7778 | 0.9506 | 0.84 | 0.9204 |
| 0.3765 | 0.6876 | 2655 | 0.2242 | 0.9245 | 0.9747 | 0.9277 | 0.9130 | 0.7778 | 0.9506 | 0.84 | 0.9204 |
| 0.3795 | 0.6889 | 2660 | 0.2208 | 0.9245 | 0.9747 | 0.9277 | 0.9130 | 0.7778 | 0.9506 | 0.84 | 0.9204 |
| 0.3015 | 0.6902 | 2665 | 0.2172 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3126 | 0.6915 | 2670 | 0.2167 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3352 | 0.6928 | 2675 | 0.2178 | 0.9245 | 0.9747 | 0.9277 | 0.9130 | 0.7778 | 0.9506 | 0.84 | 0.9204 |
| 0.3005 | 0.6941 | 2680 | 0.2154 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3351 | 0.6953 | 2685 | 0.2157 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.472 | 0.6966 | 2690 | 0.2168 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3479 | 0.6979 | 2695 | 0.2197 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3513 | 0.6992 | 2700 | 0.2230 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3906 | 0.7005 | 2705 | 0.2261 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3654 | 0.7018 | 2710 | 0.2303 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3309 | 0.7031 | 2715 | 0.2295 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3539 | 0.7044 | 2720 | 0.2282 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3033 | 0.7057 | 2725 | 0.2268 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3283 | 0.7070 | 2730 | 0.2277 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2601 | 0.7083 | 2735 | 0.2294 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3383 | 0.7096 | 2740 | 0.2287 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3827 | 0.7109 | 2745 | 0.2271 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2878 | 0.7122 | 2750 | 0.2292 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3138 | 0.7135 | 2755 | 0.2236 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3195 | 0.7148 | 2760 | 0.2213 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.5191 | 0.7161 | 2765 | 0.2188 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3061 | 0.7174 | 2770 | 0.2223 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3146 | 0.7187 | 2775 | 0.2249 | 0.9245 | 0.9747 | 0.9277 | 0.9130 | 0.7778 | 0.9506 | 0.84 | 0.9204 |
| 0.3111 | 0.7200 | 2780 | 0.2248 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3005 | 0.7212 | 2785 | 0.2269 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2998 | 0.7225 | 2790 | 0.2243 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3761 | 0.7238 | 2795 | 0.2248 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2476 | 0.7251 | 2800 | 0.2260 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.364 | 0.7264 | 2805 | 0.2251 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2807 | 0.7277 | 2810 | 0.2264 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3115 | 0.7290 | 2815 | 0.2254 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3162 | 0.7303 | 2820 | 0.2267 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3113 | 0.7316 | 2825 | 0.2267 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2651 | 0.7329 | 2830 | 0.2257 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.322 | 0.7342 | 2835 | 0.2257 | 0.9057 | 0.9398 | 0.9398 | 0.7826 | 0.7826 | 0.9398 | 0.7826 | 0.8612 |
| 0.4034 | 0.7355 | 2840 | 0.2255 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3128 | 0.7368 | 2845 | 0.2313 | 0.9057 | 0.9740 | 0.9036 | 0.9130 | 0.7241 | 0.9375 | 0.8077 | 0.9083 |
| 0.3637 | 0.7381 | 2850 | 0.2318 | 0.9057 | 0.9740 | 0.9036 | 0.9130 | 0.7241 | 0.9375 | 0.8077 | 0.9083 |
| 0.3224 | 0.7394 | 2855 | 0.2298 | 0.8962 | 0.9615 | 0.9036 | 0.8696 | 0.7143 | 0.9317 | 0.7843 | 0.8866 |
| 0.3628 | 0.7407 | 2860 | 0.2261 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.3039 | 0.7420 | 2865 | 0.2272 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2944 | 0.7433 | 2870 | 0.2265 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3366 | 0.7446 | 2875 | 0.2255 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.4662 | 0.7458 | 2880 | 0.2236 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3028 | 0.7471 | 2885 | 0.2249 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.2715 | 0.7484 | 2890 | 0.2228 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.2716 | 0.7497 | 2895 | 0.2208 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3537 | 0.7510 | 2900 | 0.2218 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3432 | 0.7523 | 2905 | 0.2225 | 0.8868 | 0.9277 | 0.9277 | 0.7391 | 0.7391 | 0.9277 | 0.7391 | 0.8334 |
| 0.3732 | 0.7536 | 2910 | 0.2228 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3485 | 0.7549 | 2915 | 0.2229 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.4284 | 0.7562 | 2920 | 0.2256 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3566 | 0.7575 | 2925 | 0.2274 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.3345 | 0.7588 | 2930 | 0.2281 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.3107 | 0.7601 | 2935 | 0.2249 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3164 | 0.7614 | 2940 | 0.2245 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2652 | 0.7627 | 2945 | 0.2247 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3196 | 0.7640 | 2950 | 0.2230 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3418 | 0.7653 | 2955 | 0.2245 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3048 | 0.7666 | 2960 | 0.2239 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3877 | 0.7679 | 2965 | 0.2248 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.4014 | 0.7692 | 2970 | 0.2254 | 0.9057 | 0.9620 | 0.9157 | 0.8696 | 0.7407 | 0.9383 | 0.8 | 0.8926 |
| 0.4129 | 0.7705 | 2975 | 0.2226 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3619 | 0.7717 | 2980 | 0.2224 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.347 | 0.7730 | 2985 | 0.2235 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.283 | 0.7743 | 2990 | 0.2251 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2623 | 0.7756 | 2995 | 0.2259 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3215 | 0.7769 | 3000 | 0.2249 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3792 | 0.7782 | 3005 | 0.2241 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3147 | 0.7795 | 3010 | 0.2244 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3501 | 0.7808 | 3015 | 0.2242 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3931 | 0.7821 | 3020 | 0.2241 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2894 | 0.7834 | 3025 | 0.2242 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2791 | 0.7847 | 3030 | 0.2232 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.368 | 0.7860 | 3035 | 0.2231 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.343 | 0.7873 | 3040 | 0.2208 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2983 | 0.7886 | 3045 | 0.2225 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2715 | 0.7899 | 3050 | 0.2235 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2916 | 0.7912 | 3055 | 0.2236 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3226 | 0.7925 | 3060 | 0.2237 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3179 | 0.7938 | 3065 | 0.2224 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3558 | 0.7951 | 3070 | 0.2210 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3656 | 0.7963 | 3075 | 0.2207 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3349 | 0.7976 | 3080 | 0.2208 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.4244 | 0.7989 | 3085 | 0.2205 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.4733 | 0.8002 | 3090 | 0.2227 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3183 | 0.8015 | 3095 | 0.2226 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.4053 | 0.8028 | 3100 | 0.2234 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3118 | 0.8041 | 3105 | 0.2246 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2851 | 0.8054 | 3110 | 0.2246 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3474 | 0.8067 | 3115 | 0.2270 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3987 | 0.8080 | 3120 | 0.2255 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3907 | 0.8093 | 3125 | 0.2276 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3494 | 0.8106 | 3130 | 0.2261 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.4069 | 0.8119 | 3135 | 0.2250 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3564 | 0.8132 | 3140 | 0.2247 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3075 | 0.8145 | 3145 | 0.2255 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3637 | 0.8158 | 3150 | 0.2237 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3002 | 0.8171 | 3155 | 0.2236 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3706 | 0.8184 | 3160 | 0.2217 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3326 | 0.8197 | 3165 | 0.2229 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3955 | 0.8210 | 3170 | 0.2235 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3337 | 0.8222 | 3175 | 0.2223 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3328 | 0.8235 | 3180 | 0.2242 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.4496 | 0.8248 | 3185 | 0.2247 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.298 | 0.8261 | 3190 | 0.2246 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2769 | 0.8274 | 3195 | 0.2249 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3238 | 0.8287 | 3200 | 0.2232 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3332 | 0.8300 | 3205 | 0.2222 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3339 | 0.8313 | 3210 | 0.2225 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3397 | 0.8326 | 3215 | 0.2222 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3933 | 0.8339 | 3220 | 0.2217 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3787 | 0.8352 | 3225 | 0.2223 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3475 | 0.8365 | 3230 | 0.2218 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2752 | 0.8378 | 3235 | 0.2217 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3373 | 0.8391 | 3240 | 0.2232 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3636 | 0.8404 | 3245 | 0.2243 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2704 | 0.8417 | 3250 | 0.2246 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3328 | 0.8430 | 3255 | 0.2231 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.4078 | 0.8443 | 3260 | 0.2217 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3874 | 0.8456 | 3265 | 0.2221 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3757 | 0.8468 | 3270 | 0.2237 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3531 | 0.8481 | 3275 | 0.2233 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3434 | 0.8494 | 3280 | 0.2229 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3202 | 0.8507 | 3285 | 0.2217 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3067 | 0.8520 | 3290 | 0.2217 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3213 | 0.8533 | 3295 | 0.2221 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.339 | 0.8546 | 3300 | 0.2216 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2978 | 0.8559 | 3305 | 0.2214 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3157 | 0.8572 | 3310 | 0.2192 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3807 | 0.8585 | 3315 | 0.2208 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3561 | 0.8598 | 3320 | 0.2202 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3124 | 0.8611 | 3325 | 0.2207 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3304 | 0.8624 | 3330 | 0.2222 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3907 | 0.8637 | 3335 | 0.2229 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.4291 | 0.8650 | 3340 | 0.2235 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3341 | 0.8663 | 3345 | 0.2224 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.374 | 0.8676 | 3350 | 0.2240 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3186 | 0.8689 | 3355 | 0.2246 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3223 | 0.8702 | 3360 | 0.2241 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3567 | 0.8715 | 3365 | 0.2251 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2501 | 0.8727 | 3370 | 0.2251 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3843 | 0.8740 | 3375 | 0.2230 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3243 | 0.8753 | 3380 | 0.2241 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3577 | 0.8766 | 3385 | 0.2229 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2765 | 0.8779 | 3390 | 0.2230 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3628 | 0.8792 | 3395 | 0.2251 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.349 | 0.8805 | 3400 | 0.2235 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2832 | 0.8818 | 3405 | 0.2239 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3482 | 0.8831 | 3410 | 0.2231 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3319 | 0.8844 | 3415 | 0.2236 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3659 | 0.8857 | 3420 | 0.2229 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3117 | 0.8870 | 3425 | 0.2242 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.4052 | 0.8883 | 3430 | 0.2247 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3828 | 0.8896 | 3435 | 0.2248 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.4736 | 0.8909 | 3440 | 0.2258 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3638 | 0.8922 | 3445 | 0.2250 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2395 | 0.8935 | 3450 | 0.2243 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3889 | 0.8948 | 3455 | 0.2248 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.4708 | 0.8961 | 3460 | 0.2243 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2399 | 0.8973 | 3465 | 0.2254 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3086 | 0.8986 | 3470 | 0.2247 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2583 | 0.8999 | 3475 | 0.2258 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2591 | 0.9012 | 3480 | 0.2261 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3345 | 0.9025 | 3485 | 0.2253 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3193 | 0.9038 | 3490 | 0.2253 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2998 | 0.9051 | 3495 | 0.2263 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3477 | 0.9064 | 3500 | 0.2253 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3155 | 0.9077 | 3505 | 0.2249 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3193 | 0.9090 | 3510 | 0.2252 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2744 | 0.9103 | 3515 | 0.2245 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.4438 | 0.9116 | 3520 | 0.2240 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3078 | 0.9129 | 3525 | 0.2252 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3719 | 0.9142 | 3530 | 0.2247 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3346 | 0.9155 | 3535 | 0.2255 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3844 | 0.9168 | 3540 | 0.2236 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3084 | 0.9181 | 3545 | 0.2240 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3265 | 0.9194 | 3550 | 0.2236 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2654 | 0.9207 | 3555 | 0.2257 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3454 | 0.9220 | 3560 | 0.2243 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2784 | 0.9232 | 3565 | 0.2247 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3702 | 0.9245 | 3570 | 0.2258 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3512 | 0.9258 | 3575 | 0.2265 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3419 | 0.9271 | 3580 | 0.2253 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.4119 | 0.9284 | 3585 | 0.2257 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3834 | 0.9297 | 3590 | 0.2261 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.4074 | 0.9310 | 3595 | 0.2274 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3485 | 0.9323 | 3600 | 0.2254 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.4317 | 0.9336 | 3605 | 0.2261 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.268 | 0.9349 | 3610 | 0.2253 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2662 | 0.9362 | 3615 | 0.2255 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2756 | 0.9375 | 3620 | 0.2261 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3441 | 0.9388 | 3625 | 0.2264 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3329 | 0.9401 | 3630 | 0.2263 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3295 | 0.9414 | 3635 | 0.2270 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3151 | 0.9427 | 3640 | 0.2270 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3099 | 0.9440 | 3645 | 0.2265 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3548 | 0.9453 | 3650 | 0.2265 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.4551 | 0.9466 | 3655 | 0.2263 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2752 | 0.9478 | 3660 | 0.2263 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3219 | 0.9491 | 3665 | 0.2264 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3585 | 0.9504 | 3670 | 0.2262 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3139 | 0.9517 | 3675 | 0.2263 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2526 | 0.9530 | 3680 | 0.2276 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3012 | 0.9543 | 3685 | 0.2267 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3211 | 0.9556 | 3690 | 0.2253 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3111 | 0.9569 | 3695 | 0.2268 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.358 | 0.9582 | 3700 | 0.2263 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2649 | 0.9595 | 3705 | 0.2261 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.4461 | 0.9608 | 3710 | 0.2254 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.2833 | 0.9621 | 3715 | 0.2259 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.304 | 0.9634 | 3720 | 0.2254 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3604 | 0.9647 | 3725 | 0.2246 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.4398 | 0.9660 | 3730 | 0.2257 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3047 | 0.9673 | 3735 | 0.2263 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3719 | 0.9686 | 3740 | 0.2252 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3365 | 0.9699 | 3745 | 0.2258 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3964 | 0.9712 | 3750 | 0.2247 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2816 | 0.9725 | 3755 | 0.2254 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3475 | 0.9737 | 3760 | 0.2242 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3374 | 0.9750 | 3765 | 0.2262 | 0.9151 | 0.9625 | 0.9277 | 0.8696 | 0.7692 | 0.9448 | 0.8163 | 0.8986 |
| 0.3113 | 0.9763 | 3770 | 0.2255 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2461 | 0.9776 | 3775 | 0.2265 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.2784 | 0.9789 | 3780 | 0.2266 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.2794 | 0.9802 | 3785 | 0.2261 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.415 | 0.9815 | 3790 | 0.2253 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.381 | 0.9828 | 3795 | 0.2264 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2724 | 0.9841 | 3800 | 0.2255 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3075 | 0.9854 | 3805 | 0.2249 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3283 | 0.9867 | 3810 | 0.2249 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2995 | 0.9880 | 3815 | 0.2253 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3997 | 0.9893 | 3820 | 0.2248 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2946 | 0.9906 | 3825 | 0.2247 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2672 | 0.9919 | 3830 | 0.2254 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.2594 | 0.9932 | 3835 | 0.2253 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3498 | 0.9945 | 3840 | 0.2254 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
| 0.3603 | 0.9958 | 3845 | 0.2258 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3443 | 0.9971 | 3850 | 0.2258 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.416 | 0.9983 | 3855 | 0.2267 | 0.8962 | 0.9390 | 0.9277 | 0.7826 | 0.75 | 0.9333 | 0.7660 | 0.8552 |
| 0.3123 | 0.9996 | 3860 | 0.2269 | 0.9057 | 0.9506 | 0.9277 | 0.8261 | 0.76 | 0.9390 | 0.7917 | 0.8769 |
### Framework versions
- PEFT 0.13.2
- Transformers 4.46.3
- Pytorch 2.5.1+cu124
- Datasets 3.1.0
- Tokenizers 0.20.3 |