diff --git "a/README.md" "b/README.md" --- "a/README.md" +++ "b/README.md" @@ -14,1026 +14,38 @@ should probably proofread and complete it, then remove this comment. --> # VersaPRM-Aug -This model is a fine-tuned version of [UW-Madison-Lee-Lab/Llama-PRM800K](https://huggingface.co/UW-Madison-Lee-Lab/Llama-PRM800K) on an unknown dataset. -It achieves the following results on the evaluation set: -- Loss: 0.2853 -- Prm accuracy: 0.8810 -- Prm precision: 0.8966 -- Prm recall: 0.9720 -- Prm specificty: 0.3684 -- Prm npv: 0.7 -- Prm f1: 0.9327 -- Prm f1 neg: 0.4828 -- Prm f1 auc: 0.6702 -- Prm f1 auc (fixed): 0.8933 - -## 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: 2 -- eval_batch_size: 4 -- seed: 908932403 -- distributed_type: multi-GPU -- num_devices: 8 -- gradient_accumulation_steps: 2 -- total_train_batch_size: 32 -- total_eval_batch_size: 32 -- optimizer: Use 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 | Prm f1 auc (fixed) | -|:-------------:|:------:|:----:|:---------------:|:------------:|:-------------:|:----------:|:--------------:|:-------:|:------:|:----------:|:----------:|:------------------:| -| No log | 0 | 0 | 0.3535 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.5989 | 0.8195 | -| 0.3622 | 0.0010 | 5 | 0.3547 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.5989 | 0.8173 | -| 0.4085 | 0.0021 | 10 | 0.3531 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.5989 | 0.8197 | -| 0.3572 | 0.0031 | 15 | 0.3549 | 0.8254 | 0.8696 | 0.9346 | 0.2105 | 0.3636 | 0.9009 | 0.2667 | 0.5726 | 0.8217 | -| 0.2966 | 0.0041 | 20 | 0.3533 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.5989 | 0.8207 | -| 0.4254 | 0.0052 | 25 | 0.3529 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.5989 | 0.8202 | -| 0.4569 | 0.0062 | 30 | 0.3534 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.5989 | 0.8192 | -| 0.3777 | 0.0073 | 35 | 0.3539 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.5989 | 0.8207 | -| 0.4355 | 0.0083 | 40 | 0.3513 | 0.8413 | 0.8783 | 0.9439 | 0.2632 | 0.4545 | 0.9099 | 0.3333 | 0.6035 | 0.8219 | -| 0.3555 | 0.0093 | 45 | 0.3482 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.5989 | 0.8269 | -| 0.331 | 0.0104 | 50 | 0.3419 | 0.8413 | 0.8850 | 0.9346 | 0.3158 | 0.4615 | 0.9091 | 0.375 | 0.6252 | 0.8305 | -| 0.4483 | 0.0114 | 55 | 0.3341 | 0.8413 | 0.8850 | 0.9346 | 0.3158 | 0.4615 | 0.9091 | 0.375 | 0.6252 | 0.8384 | -| 0.3558 | 0.0124 | 60 | 0.3262 | 0.8413 | 0.8850 | 0.9346 | 0.3158 | 0.4615 | 0.9091 | 0.375 | 0.6252 | 0.8428 | -| 0.2577 | 0.0135 | 65 | 0.3232 | 0.8413 | 0.8850 | 0.9346 | 0.3158 | 0.4615 | 0.9091 | 0.375 | 0.6252 | 0.8502 | -| 0.249 | 0.0145 | 70 | 0.3215 | 0.8333 | 0.8981 | 0.9065 | 0.4211 | 0.4444 | 0.9023 | 0.4324 | 0.6638 | 0.8532 | -| 0.288 | 0.0155 | 75 | 0.3326 | 0.8333 | 0.9135 | 0.8879 | 0.5263 | 0.4545 | 0.9005 | 0.4878 | 0.7071 | 0.8542 | -| 0.2834 | 0.0166 | 80 | 0.3364 | 0.8254 | 0.9048 | 0.8879 | 0.4737 | 0.4286 | 0.8962 | 0.45 | 0.6808 | 0.8542 | -| 0.3753 | 0.0176 | 85 | 0.3465 | 0.8333 | 0.9135 | 0.8879 | 0.5263 | 0.4545 | 0.9005 | 0.4878 | 0.7071 | 0.8527 | -| 0.417 | 0.0186 | 90 | 0.3609 | 0.8333 | 0.93 | 0.8692 | 0.6316 | 0.4615 | 0.8986 | 0.5333 | 0.7504 | 0.8556 | -| 0.2854 | 0.0197 | 95 | 0.3495 | 0.8254 | 0.9208 | 0.8692 | 0.5789 | 0.44 | 0.8942 | 0.5 | 0.7241 | 0.8564 | -| 0.4726 | 0.0207 | 100 | 0.3282 | 0.8333 | 0.9057 | 0.8972 | 0.4737 | 0.45 | 0.9014 | 0.4615 | 0.6854 | 0.8551 | -| 0.2729 | 0.0218 | 105 | 0.3251 | 0.8333 | 0.8839 | 0.9252 | 0.3158 | 0.4286 | 0.9041 | 0.3636 | 0.6205 | 0.8532 | -| 0.3246 | 0.0228 | 110 | 0.3262 | 0.8175 | 0.8889 | 0.8972 | 0.3684 | 0.3889 | 0.8930 | 0.3784 | 0.6328 | 0.8485 | -| 0.3214 | 0.0238 | 115 | 0.3310 | 0.8254 | 0.9048 | 0.8879 | 0.4737 | 0.4286 | 0.8962 | 0.45 | 0.6808 | 0.8455 | -| 0.2823 | 0.0249 | 120 | 0.3216 | 0.8333 | 0.8909 | 0.9159 | 0.3684 | 0.4375 | 0.9032 | 0.4 | 0.6422 | 0.8473 | -| 0.2694 | 0.0259 | 125 | 0.3160 | 0.8492 | 0.8929 | 0.9346 | 0.3684 | 0.5 | 0.9132 | 0.4242 | 0.6515 | 0.8455 | -| 0.3114 | 0.0269 | 130 | 0.3154 | 0.8333 | 0.8909 | 0.9159 | 0.3684 | 0.4375 | 0.9032 | 0.4 | 0.6422 | 0.8463 | -| 0.2547 | 0.0280 | 135 | 0.3237 | 0.8333 | 0.8909 | 0.9159 | 0.3684 | 0.4375 | 0.9032 | 0.4 | 0.6422 | 0.8443 | -| 0.2289 | 0.0290 | 140 | 0.3603 | 0.8333 | 0.9216 | 0.8785 | 0.5789 | 0.4583 | 0.8995 | 0.5116 | 0.7287 | 0.8345 | -| 0.1755 | 0.0300 | 145 | 0.3383 | 0.8254 | 0.8899 | 0.9065 | 0.3684 | 0.4118 | 0.8981 | 0.3889 | 0.6375 | 0.8411 | -| 0.3113 | 0.0311 | 150 | 0.3284 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.8485 | -| 0.3854 | 0.0321 | 155 | 0.3220 | 0.8333 | 0.8909 | 0.9159 | 0.3684 | 0.4375 | 0.9032 | 0.4 | 0.6422 | 0.8473 | -| 0.2094 | 0.0332 | 160 | 0.3236 | 0.8413 | 0.8991 | 0.9159 | 0.4211 | 0.4706 | 0.9074 | 0.4444 | 0.6685 | 0.8497 | -| 0.339 | 0.0342 | 165 | 0.3316 | 0.8413 | 0.8991 | 0.9159 | 0.4211 | 0.4706 | 0.9074 | 0.4444 | 0.6685 | 0.8443 | -| 0.432 | 0.0352 | 170 | 0.3655 | 0.8175 | 0.9038 | 0.8785 | 0.4737 | 0.4091 | 0.8910 | 0.4390 | 0.6761 | 0.8421 | -| 0.2106 | 0.0363 | 175 | 0.3091 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8460 | -| 0.3042 | 0.0373 | 180 | 0.3007 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8468 | -| 0.299 | 0.0383 | 185 | 0.2953 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.8529 | -| 0.2983 | 0.0394 | 190 | 0.3023 | 0.8333 | 0.8909 | 0.9159 | 0.3684 | 0.4375 | 0.9032 | 0.4 | 0.6422 | 0.8549 | -| 0.3386 | 0.0404 | 195 | 0.3128 | 0.8413 | 0.8919 | 0.9252 | 0.3684 | 0.4667 | 0.9083 | 0.4118 | 0.6468 | 0.8583 | -| 0.2911 | 0.0414 | 200 | 0.3079 | 0.8333 | 0.8909 | 0.9159 | 0.3684 | 0.4375 | 0.9032 | 0.4 | 0.6422 | 0.8586 | -| 0.3597 | 0.0425 | 205 | 0.2864 | 0.8571 | 0.9009 | 0.9346 | 0.4211 | 0.5333 | 0.9174 | 0.4706 | 0.6778 | 0.8625 | -| 0.2423 | 0.0435 | 210 | 0.2796 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.6176 | 0.8657 | -| 0.2615 | 0.0445 | 215 | 0.3125 | 0.8254 | 0.9293 | 0.8598 | 0.6316 | 0.4444 | 0.8932 | 0.5217 | 0.7457 | 0.8657 | -| 0.2473 | 0.0456 | 220 | 0.3025 | 0.8333 | 0.9135 | 0.8879 | 0.5263 | 0.4545 | 0.9005 | 0.4878 | 0.7071 | 0.8640 | -| 0.3069 | 0.0466 | 225 | 0.3229 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.6176 | 0.8662 | -| 0.2816 | 0.0477 | 230 | 0.3189 | 0.8413 | 0.9065 | 0.9065 | 0.4737 | 0.4737 | 0.9065 | 0.4737 | 0.6901 | 0.8618 | -| 0.2367 | 0.0487 | 235 | 0.3681 | 0.7937 | 0.9263 | 0.8224 | 0.6316 | 0.3871 | 0.8713 | 0.48 | 0.7270 | 0.8660 | -| 0.3145 | 0.0497 | 240 | 0.3016 | 0.8413 | 0.9143 | 0.8972 | 0.5263 | 0.4762 | 0.9057 | 0.5 | 0.7118 | 0.8709 | -| 0.2765 | 0.0508 | 245 | 0.2918 | 0.8492 | 0.8793 | 0.9533 | 0.2632 | 0.5 | 0.9148 | 0.3448 | 0.6082 | 0.8733 | -| 0.2429 | 0.0518 | 250 | 0.3010 | 0.8492 | 0.8860 | 0.9439 | 0.3158 | 0.5 | 0.9140 | 0.3871 | 0.6299 | 0.8724 | -| 0.236 | 0.0528 | 255 | 0.3070 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.8748 | -| 0.2968 | 0.0539 | 260 | 0.2954 | 0.8492 | 0.8860 | 0.9439 | 0.3158 | 0.5 | 0.9140 | 0.3871 | 0.6299 | 0.8743 | -| 0.2662 | 0.0549 | 265 | 0.3552 | 0.8175 | 0.9118 | 0.8692 | 0.5263 | 0.4167 | 0.8900 | 0.4651 | 0.6977 | 0.8704 | -| 0.2241 | 0.0559 | 270 | 0.3010 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.8731 | -| 0.3069 | 0.0570 | 275 | 0.2930 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.6176 | 0.8800 | -| 0.3231 | 0.0580 | 280 | 0.3359 | 0.8333 | 0.8981 | 0.9065 | 0.4211 | 0.4444 | 0.9023 | 0.4324 | 0.6638 | 0.8716 | -| 0.2147 | 0.0590 | 285 | 0.3121 | 0.8333 | 0.8909 | 0.9159 | 0.3684 | 0.4375 | 0.9032 | 0.4 | 0.6422 | 0.8773 | -| 0.1532 | 0.0601 | 290 | 0.2904 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.8827 | -| 0.1594 | 0.0611 | 295 | 0.2953 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8802 | -| 0.1758 | 0.0622 | 300 | 0.2967 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.8839 | -| 0.2161 | 0.0632 | 305 | 0.3142 | 0.8095 | 0.8952 | 0.8785 | 0.4211 | 0.3810 | 0.8868 | 0.4 | 0.6498 | 0.8842 | -| 0.2943 | 0.0642 | 310 | 0.2930 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.6129 | 0.8780 | -| 0.1262 | 0.0653 | 315 | 0.2833 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8763 | -| 0.1025 | 0.0663 | 320 | 0.2898 | 0.8413 | 0.8919 | 0.9252 | 0.3684 | 0.4667 | 0.9083 | 0.4118 | 0.6468 | 0.8778 | -| 0.1977 | 0.0673 | 325 | 0.3098 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8812 | -| 0.3537 | 0.0684 | 330 | 0.3166 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.8842 | -| 0.2479 | 0.0694 | 335 | 0.3214 | 0.8492 | 0.9074 | 0.9159 | 0.4737 | 0.5 | 0.9116 | 0.4865 | 0.6948 | 0.8812 | -| 0.2619 | 0.0704 | 340 | 0.2974 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.8842 | -| 0.2675 | 0.0715 | 345 | 0.2952 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.8800 | -| 0.2474 | 0.0725 | 350 | 0.3001 | 0.8413 | 0.8919 | 0.9252 | 0.3684 | 0.4667 | 0.9083 | 0.4118 | 0.6468 | 0.8810 | -| 0.2162 | 0.0736 | 355 | 0.3059 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.8815 | -| 0.2653 | 0.0746 | 360 | 0.3040 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.8738 | -| 0.2408 | 0.0756 | 365 | 0.2937 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.8746 | -| 0.1629 | 0.0767 | 370 | 0.3314 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8716 | -| 0.162 | 0.0777 | 375 | 0.2980 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.8662 | -| 0.268 | 0.0787 | 380 | 0.3361 | 0.8254 | 0.9293 | 0.8598 | 0.6316 | 0.4444 | 0.8932 | 0.5217 | 0.7457 | 0.8692 | -| 0.1491 | 0.0798 | 385 | 0.2993 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.8709 | -| 0.2247 | 0.0808 | 390 | 0.3125 | 0.8413 | 0.8850 | 0.9346 | 0.3158 | 0.4615 | 0.9091 | 0.375 | 0.6252 | 0.8657 | -| 0.1759 | 0.0818 | 395 | 0.3232 | 0.8492 | 0.8860 | 0.9439 | 0.3158 | 0.5 | 0.9140 | 0.3871 | 0.6299 | 0.8613 | -| 0.3213 | 0.0829 | 400 | 0.3260 | 0.8651 | 0.9167 | 0.9252 | 0.5263 | 0.5556 | 0.9209 | 0.5405 | 0.7258 | 0.8588 | -| 0.1956 | 0.0839 | 405 | 0.3121 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.6129 | 0.8637 | -| 0.2179 | 0.0849 | 410 | 0.3124 | 0.8492 | 0.8860 | 0.9439 | 0.3158 | 0.5 | 0.9140 | 0.3871 | 0.6299 | 0.8689 | -| 0.2091 | 0.0860 | 415 | 0.3047 | 0.8571 | 0.9009 | 0.9346 | 0.4211 | 0.5333 | 0.9174 | 0.4706 | 0.6778 | 0.8669 | -| 0.195 | 0.0870 | 420 | 0.3350 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8697 | -| 0.3687 | 0.0881 | 425 | 0.3443 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8628 | -| 0.1928 | 0.0891 | 430 | 0.2908 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8682 | -| 0.1588 | 0.0901 | 435 | 0.2921 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8669 | -| 0.1636 | 0.0912 | 440 | 0.3260 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8667 | -| 0.229 | 0.0922 | 445 | 0.3006 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8630 | -| 0.2109 | 0.0932 | 450 | 0.2867 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8574 | -| 0.2252 | 0.0943 | 455 | 0.2998 | 0.8571 | 0.9083 | 0.9252 | 0.4737 | 0.5294 | 0.9167 | 0.5 | 0.6995 | 0.8679 | -| 0.2576 | 0.0953 | 460 | 0.3324 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.8709 | -| 0.2565 | 0.0963 | 465 | 0.3081 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8738 | -| 0.2072 | 0.0974 | 470 | 0.2880 | 0.8571 | 0.9083 | 0.9252 | 0.4737 | 0.5294 | 0.9167 | 0.5 | 0.6995 | 0.8741 | -| 0.222 | 0.0984 | 475 | 0.3090 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8812 | -| 0.178 | 0.0995 | 480 | 0.3126 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8783 | -| 0.2209 | 0.1005 | 485 | 0.2880 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.8824 | -| 0.1707 | 0.1015 | 490 | 0.3175 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.6176 | 0.8692 | -| 0.3558 | 0.1026 | 495 | 0.3399 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.8618 | -| 0.2216 | 0.1036 | 500 | 0.3161 | 0.8254 | 0.8972 | 0.8972 | 0.4211 | 0.4211 | 0.8972 | 0.4211 | 0.6591 | 0.8601 | -| 0.2046 | 0.1046 | 505 | 0.3146 | 0.8413 | 0.8850 | 0.9346 | 0.3158 | 0.4615 | 0.9091 | 0.375 | 0.6252 | 0.8546 | -| 0.3191 | 0.1057 | 510 | 0.3025 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.8576 | -| 0.1436 | 0.1067 | 515 | 0.2953 | 0.8571 | 0.9083 | 0.9252 | 0.4737 | 0.5294 | 0.9167 | 0.5 | 0.6995 | 0.8645 | -| 0.1559 | 0.1077 | 520 | 0.2867 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8684 | -| 0.2415 | 0.1088 | 525 | 0.2867 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8721 | -| 0.1857 | 0.1098 | 530 | 0.2816 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8704 | -| 0.2659 | 0.1108 | 535 | 0.2740 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8687 | -| 0.1914 | 0.1119 | 540 | 0.2745 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.6129 | 0.8780 | -| 0.1901 | 0.1129 | 545 | 0.2861 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.8883 | -| 0.1679 | 0.1140 | 550 | 0.2889 | 0.8730 | 0.9099 | 0.9439 | 0.4737 | 0.6 | 0.9266 | 0.5294 | 0.7088 | 0.8829 | -| 0.2385 | 0.1150 | 555 | 0.2719 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8775 | -| 0.2094 | 0.1160 | 560 | 0.2650 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8800 | -| 0.1398 | 0.1171 | 565 | 0.2775 | 0.8492 | 0.9 | 0.9252 | 0.4211 | 0.5 | 0.9124 | 0.4571 | 0.6731 | 0.8731 | -| 0.1041 | 0.1181 | 570 | 0.2863 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8736 | -| 0.3945 | 0.1191 | 575 | 0.2881 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.6176 | 0.8751 | -| 0.196 | 0.1202 | 580 | 0.2836 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.8765 | -| 0.1927 | 0.1212 | 585 | 0.2842 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.8778 | -| 0.1672 | 0.1222 | 590 | 0.3109 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.6129 | 0.8859 | -| 0.178 | 0.1233 | 595 | 0.3003 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8819 | -| 0.2218 | 0.1243 | 600 | 0.2926 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.6129 | 0.8812 | -| 0.2347 | 0.1253 | 605 | 0.2808 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.8797 | -| 0.1642 | 0.1264 | 610 | 0.2759 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.6176 | 0.8847 | -| 0.2107 | 0.1274 | 615 | 0.2701 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.8906 | -| 0.222 | 0.1285 | 620 | 0.2783 | 0.8413 | 0.8919 | 0.9252 | 0.3684 | 0.4667 | 0.9083 | 0.4118 | 0.6468 | 0.8910 | -| 0.2047 | 0.1295 | 625 | 0.2816 | 0.8492 | 0.8860 | 0.9439 | 0.3158 | 0.5 | 0.9140 | 0.3871 | 0.6299 | 0.8861 | -| 0.2671 | 0.1305 | 630 | 0.2788 | 0.8413 | 0.8850 | 0.9346 | 0.3158 | 0.4615 | 0.9091 | 0.375 | 0.6252 | 0.8795 | -| 0.2712 | 0.1316 | 635 | 0.2785 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.8768 | -| 0.3397 | 0.1326 | 640 | 0.2724 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8810 | -| 0.1452 | 0.1336 | 645 | 0.2745 | 0.8571 | 0.9009 | 0.9346 | 0.4211 | 0.5333 | 0.9174 | 0.4706 | 0.6778 | 0.8834 | -| 0.2028 | 0.1347 | 650 | 0.2740 | 0.8492 | 0.9 | 0.9252 | 0.4211 | 0.5 | 0.9124 | 0.4571 | 0.6731 | 0.8918 | -| 0.1618 | 0.1357 | 655 | 0.2673 | 0.8571 | 0.9009 | 0.9346 | 0.4211 | 0.5333 | 0.9174 | 0.4706 | 0.6778 | 0.8901 | -| 0.1846 | 0.1367 | 660 | 0.2797 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8883 | -| 0.2314 | 0.1378 | 665 | 0.2711 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.8928 | -| 0.1638 | 0.1388 | 670 | 0.2748 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.8847 | -| 0.193 | 0.1399 | 675 | 0.2871 | 0.8730 | 0.9099 | 0.9439 | 0.4737 | 0.6 | 0.9266 | 0.5294 | 0.7088 | 0.8844 | -| 0.0842 | 0.1409 | 680 | 0.3021 | 0.8651 | 0.9167 | 0.9252 | 0.5263 | 0.5556 | 0.9209 | 0.5405 | 0.7258 | 0.8859 | -| 0.2596 | 0.1419 | 685 | 0.3033 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8756 | -| 0.2475 | 0.1430 | 690 | 0.2900 | 0.8492 | 0.9231 | 0.8972 | 0.5789 | 0.5 | 0.9100 | 0.5366 | 0.7381 | 0.8783 | -| 0.2255 | 0.1440 | 695 | 0.2818 | 0.8651 | 0.9245 | 0.9159 | 0.5789 | 0.55 | 0.9202 | 0.5641 | 0.7474 | 0.8743 | -| 0.2754 | 0.1450 | 700 | 0.2796 | 0.8571 | 0.9159 | 0.9159 | 0.5263 | 0.5263 | 0.9159 | 0.5263 | 0.7211 | 0.8684 | -| 0.2184 | 0.1461 | 705 | 0.2923 | 0.8254 | 0.9208 | 0.8692 | 0.5789 | 0.44 | 0.8942 | 0.5 | 0.7241 | 0.8699 | -| 0.2392 | 0.1471 | 710 | 0.2768 | 0.8730 | 0.9099 | 0.9439 | 0.4737 | 0.6 | 0.9266 | 0.5294 | 0.7088 | 0.8692 | -| 0.2053 | 0.1481 | 715 | 0.2821 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8679 | -| 0.1317 | 0.1492 | 720 | 0.2850 | 0.8571 | 0.9009 | 0.9346 | 0.4211 | 0.5333 | 0.9174 | 0.4706 | 0.6778 | 0.8699 | -| 0.2261 | 0.1502 | 725 | 0.2835 | 0.8571 | 0.9009 | 0.9346 | 0.4211 | 0.5333 | 0.9174 | 0.4706 | 0.6778 | 0.8773 | -| 0.2649 | 0.1512 | 730 | 0.2861 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8847 | -| 0.205 | 0.1523 | 735 | 0.2990 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8829 | -| 0.3297 | 0.1533 | 740 | 0.2805 | 0.8413 | 0.8850 | 0.9346 | 0.3158 | 0.4615 | 0.9091 | 0.375 | 0.6252 | 0.8731 | -| 0.2414 | 0.1544 | 745 | 0.2893 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8760 | -| 0.3208 | 0.1554 | 750 | 0.2970 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.8728 | -| 0.2527 | 0.1564 | 755 | 0.2787 | 0.8571 | 0.9009 | 0.9346 | 0.4211 | 0.5333 | 0.9174 | 0.4706 | 0.6778 | 0.8728 | -| 0.1614 | 0.1575 | 760 | 0.2808 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.6176 | 0.8792 | -| 0.2746 | 0.1585 | 765 | 0.2823 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8753 | -| 0.2393 | 0.1595 | 770 | 0.2805 | 0.8730 | 0.9174 | 0.9346 | 0.5263 | 0.5882 | 0.9259 | 0.5556 | 0.7304 | 0.8714 | -| 0.11 | 0.1606 | 775 | 0.2776 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.8758 | -| 0.124 | 0.1616 | 780 | 0.2696 | 0.8810 | 0.9107 | 0.9533 | 0.4737 | 0.6429 | 0.9315 | 0.5455 | 0.7135 | 0.8788 | -| 0.1253 | 0.1626 | 785 | 0.2763 | 0.8810 | 0.9182 | 0.9439 | 0.5263 | 0.625 | 0.9309 | 0.5714 | 0.7351 | 0.8741 | -| 0.2199 | 0.1637 | 790 | 0.2765 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8839 | -| 0.2402 | 0.1647 | 795 | 0.2775 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8856 | -| 0.1532 | 0.1658 | 800 | 0.2656 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8829 | -| 0.1617 | 0.1668 | 805 | 0.2687 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8775 | -| 0.1444 | 0.1678 | 810 | 0.2665 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8785 | -| 0.1771 | 0.1689 | 815 | 0.2669 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8758 | -| 0.1816 | 0.1699 | 820 | 0.2746 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.8883 | -| 0.1926 | 0.1709 | 825 | 0.3200 | 0.8571 | 0.9320 | 0.8972 | 0.6316 | 0.5217 | 0.9143 | 0.5714 | 0.7644 | 0.8849 | -| 0.1853 | 0.1720 | 830 | 0.2794 | 0.8571 | 0.9083 | 0.9252 | 0.4737 | 0.5294 | 0.9167 | 0.5 | 0.6995 | 0.8834 | -| 0.1701 | 0.1730 | 835 | 0.2784 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.8827 | -| 0.1693 | 0.1740 | 840 | 0.2723 | 0.8571 | 0.9238 | 0.9065 | 0.5789 | 0.5238 | 0.9151 | 0.55 | 0.7427 | 0.8807 | -| 0.2173 | 0.1751 | 845 | 0.2715 | 0.8651 | 0.9327 | 0.9065 | 0.6316 | 0.5455 | 0.9194 | 0.5854 | 0.7691 | 0.8849 | -| 0.1395 | 0.1761 | 850 | 0.2583 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.8861 | -| 0.2659 | 0.1771 | 855 | 0.2671 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8950 | -| 0.2119 | 0.1782 | 860 | 0.2670 | 0.8651 | 0.9245 | 0.9159 | 0.5789 | 0.55 | 0.9202 | 0.5641 | 0.7474 | 0.8874 | -| 0.2144 | 0.1792 | 865 | 0.2617 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.8906 | -| 0.2018 | 0.1803 | 870 | 0.2777 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8891 | -| 0.1918 | 0.1813 | 875 | 0.2770 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.8753 | -| 0.2057 | 0.1823 | 880 | 0.2737 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8756 | -| 0.2406 | 0.1834 | 885 | 0.2751 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8738 | -| 0.1714 | 0.1844 | 890 | 0.2777 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8694 | -| 0.2495 | 0.1854 | 895 | 0.2819 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.8655 | -| 0.1829 | 0.1865 | 900 | 0.3188 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8724 | -| 0.118 | 0.1875 | 905 | 0.2973 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8746 | -| 0.4919 | 0.1885 | 910 | 0.2900 | 0.8254 | 0.9126 | 0.8785 | 0.5263 | 0.4348 | 0.8952 | 0.4762 | 0.7024 | 0.8758 | -| 0.1483 | 0.1896 | 915 | 0.2787 | 0.8413 | 0.8991 | 0.9159 | 0.4211 | 0.4706 | 0.9074 | 0.4444 | 0.6685 | 0.8716 | -| 0.1518 | 0.1906 | 920 | 0.2834 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8765 | -| 0.2102 | 0.1917 | 925 | 0.2793 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8738 | -| 0.1299 | 0.1927 | 930 | 0.2875 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8753 | -| 0.1858 | 0.1937 | 935 | 0.2683 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.8760 | -| 0.1437 | 0.1948 | 940 | 0.2630 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8819 | -| 0.1874 | 0.1958 | 945 | 0.2645 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8815 | -| 0.1687 | 0.1968 | 950 | 0.2754 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8773 | -| 0.2601 | 0.1979 | 955 | 0.2852 | 0.8413 | 0.9065 | 0.9065 | 0.4737 | 0.4737 | 0.9065 | 0.4737 | 0.6901 | 0.8660 | -| 0.3073 | 0.1989 | 960 | 0.2980 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8593 | -| 0.162 | 0.1999 | 965 | 0.2884 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8544 | -| 0.1049 | 0.2010 | 970 | 0.3068 | 0.8095 | 0.9029 | 0.8692 | 0.4737 | 0.3913 | 0.8857 | 0.4286 | 0.6714 | 0.8519 | -| 0.2279 | 0.2020 | 975 | 0.2898 | 0.8333 | 0.8909 | 0.9159 | 0.3684 | 0.4375 | 0.9032 | 0.4 | 0.6422 | 0.8561 | -| 0.2268 | 0.2030 | 980 | 0.2989 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8660 | -| 0.1494 | 0.2041 | 985 | 0.2768 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8635 | -| 0.3117 | 0.2051 | 990 | 0.2762 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.8687 | -| 0.1252 | 0.2062 | 995 | 0.2825 | 0.8492 | 0.9074 | 0.9159 | 0.4737 | 0.5 | 0.9116 | 0.4865 | 0.6948 | 0.8802 | -| 0.144 | 0.2072 | 1000 | 0.2838 | 0.8492 | 0.8929 | 0.9346 | 0.3684 | 0.5 | 0.9132 | 0.4242 | 0.6515 | 0.8847 | -| 0.1768 | 0.2082 | 1005 | 0.2927 | 0.8492 | 0.8929 | 0.9346 | 0.3684 | 0.5 | 0.9132 | 0.4242 | 0.6515 | 0.8859 | -| 0.2493 | 0.2093 | 1010 | 0.2905 | 0.8413 | 0.9065 | 0.9065 | 0.4737 | 0.4737 | 0.9065 | 0.4737 | 0.6901 | 0.8876 | -| 0.1057 | 0.2103 | 1015 | 0.3017 | 0.8413 | 0.9143 | 0.8972 | 0.5263 | 0.4762 | 0.9057 | 0.5 | 0.7118 | 0.8842 | -| 0.1693 | 0.2113 | 1020 | 0.2964 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.8802 | -| 0.1946 | 0.2124 | 1025 | 0.2904 | 0.8492 | 0.8929 | 0.9346 | 0.3684 | 0.5 | 0.9132 | 0.4242 | 0.6515 | 0.8807 | -| 0.2684 | 0.2134 | 1030 | 0.2867 | 0.8492 | 0.9074 | 0.9159 | 0.4737 | 0.5 | 0.9116 | 0.4865 | 0.6948 | 0.8810 | -| 0.1946 | 0.2144 | 1035 | 0.2735 | 0.8492 | 0.9 | 0.9252 | 0.4211 | 0.5 | 0.9124 | 0.4571 | 0.6731 | 0.8792 | -| 0.2308 | 0.2155 | 1040 | 0.2770 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8758 | -| 0.1681 | 0.2165 | 1045 | 0.2824 | 0.8492 | 0.9151 | 0.9065 | 0.5263 | 0.5 | 0.9108 | 0.5128 | 0.7164 | 0.8756 | -| 0.2091 | 0.2175 | 1050 | 0.2908 | 0.8492 | 0.9231 | 0.8972 | 0.5789 | 0.5 | 0.9100 | 0.5366 | 0.7381 | 0.8701 | -| 0.3263 | 0.2186 | 1055 | 0.2904 | 0.8571 | 0.9159 | 0.9159 | 0.5263 | 0.5263 | 0.9159 | 0.5263 | 0.7211 | 0.8628 | -| 0.15 | 0.2196 | 1060 | 0.3042 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.8660 | -| 0.2732 | 0.2207 | 1065 | 0.3276 | 0.8730 | 0.8699 | 1.0 | 0.1579 | 1.0 | 0.9304 | 0.2727 | 0.5789 | 0.8716 | -| 0.1528 | 0.2217 | 1070 | 0.2861 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8728 | -| 0.2192 | 0.2227 | 1075 | 0.2886 | 0.8730 | 0.9099 | 0.9439 | 0.4737 | 0.6 | 0.9266 | 0.5294 | 0.7088 | 0.8728 | -| 0.1801 | 0.2238 | 1080 | 0.2895 | 0.8730 | 0.9174 | 0.9346 | 0.5263 | 0.5882 | 0.9259 | 0.5556 | 0.7304 | 0.8775 | -| 0.1339 | 0.2248 | 1085 | 0.3031 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8844 | -| 0.1427 | 0.2258 | 1090 | 0.2913 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8903 | -| 0.0871 | 0.2269 | 1095 | 0.2643 | 0.8730 | 0.9099 | 0.9439 | 0.4737 | 0.6 | 0.9266 | 0.5294 | 0.7088 | 0.9001 | -| 0.2109 | 0.2279 | 1100 | 0.2642 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9029 | -| 0.4087 | 0.2289 | 1105 | 0.2737 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8970 | -| 0.198 | 0.2300 | 1110 | 0.2666 | 0.8571 | 0.9009 | 0.9346 | 0.4211 | 0.5333 | 0.9174 | 0.4706 | 0.6778 | 0.8979 | -| 0.1401 | 0.2310 | 1115 | 0.2727 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8974 | -| 0.189 | 0.2321 | 1120 | 0.2708 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.8913 | -| 0.1064 | 0.2331 | 1125 | 0.2682 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8974 | -| 0.3242 | 0.2341 | 1130 | 0.2982 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.9001 | -| 0.2112 | 0.2352 | 1135 | 0.2618 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8982 | -| 0.2253 | 0.2362 | 1140 | 0.2534 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8987 | -| 0.1744 | 0.2372 | 1145 | 0.2652 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8928 | -| 0.2154 | 0.2383 | 1150 | 0.2965 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8933 | -| 0.215 | 0.2393 | 1155 | 0.2634 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8923 | -| 0.2022 | 0.2403 | 1160 | 0.2770 | 0.8333 | 0.9057 | 0.8972 | 0.4737 | 0.45 | 0.9014 | 0.4615 | 0.6854 | 0.8977 | -| 0.1974 | 0.2414 | 1165 | 0.2866 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8952 | -| 0.214 | 0.2424 | 1170 | 0.2905 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8849 | -| 0.148 | 0.2434 | 1175 | 0.2670 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8819 | -| 0.223 | 0.2445 | 1180 | 0.2695 | 0.8413 | 0.9065 | 0.9065 | 0.4737 | 0.4737 | 0.9065 | 0.4737 | 0.6901 | 0.8788 | -| 0.2114 | 0.2455 | 1185 | 0.2672 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8827 | -| 0.1785 | 0.2466 | 1190 | 0.2693 | 0.8413 | 0.9065 | 0.9065 | 0.4737 | 0.4737 | 0.9065 | 0.4737 | 0.6901 | 0.8933 | -| 0.2935 | 0.2476 | 1195 | 0.2773 | 0.8413 | 0.9065 | 0.9065 | 0.4737 | 0.4737 | 0.9065 | 0.4737 | 0.6901 | 0.8930 | -| 0.0994 | 0.2486 | 1200 | 0.2765 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.8947 | -| 0.1754 | 0.2497 | 1205 | 0.2790 | 0.8571 | 0.9159 | 0.9159 | 0.5263 | 0.5263 | 0.9159 | 0.5263 | 0.7211 | 0.8871 | -| 0.3388 | 0.2507 | 1210 | 0.2811 | 0.8571 | 0.9159 | 0.9159 | 0.5263 | 0.5263 | 0.9159 | 0.5263 | 0.7211 | 0.8822 | -| 0.0843 | 0.2517 | 1215 | 0.2814 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8746 | -| 0.1038 | 0.2528 | 1220 | 0.2982 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.6129 | 0.8697 | -| 0.2343 | 0.2538 | 1225 | 0.2966 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8697 | -| 0.2241 | 0.2548 | 1230 | 0.2891 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8637 | -| 0.1961 | 0.2559 | 1235 | 0.2853 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.8652 | -| 0.1801 | 0.2569 | 1240 | 0.2847 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.8719 | -| 0.2661 | 0.2580 | 1245 | 0.2837 | 0.8571 | 0.9083 | 0.9252 | 0.4737 | 0.5294 | 0.9167 | 0.5 | 0.6995 | 0.8751 | -| 0.355 | 0.2590 | 1250 | 0.2832 | 0.8492 | 0.9151 | 0.9065 | 0.5263 | 0.5 | 0.9108 | 0.5128 | 0.7164 | 0.8785 | -| 0.2801 | 0.2600 | 1255 | 0.2889 | 0.8492 | 0.8929 | 0.9346 | 0.3684 | 0.5 | 0.9132 | 0.4242 | 0.6515 | 0.8716 | -| 0.1553 | 0.2611 | 1260 | 0.2999 | 0.8413 | 0.8850 | 0.9346 | 0.3158 | 0.4615 | 0.9091 | 0.375 | 0.6252 | 0.8650 | -| 0.1528 | 0.2621 | 1265 | 0.3166 | 0.8492 | 0.8860 | 0.9439 | 0.3158 | 0.5 | 0.9140 | 0.3871 | 0.6299 | 0.8625 | -| 0.1491 | 0.2631 | 1270 | 0.3085 | 0.8492 | 0.8860 | 0.9439 | 0.3158 | 0.5 | 0.9140 | 0.3871 | 0.6299 | 0.8669 | -| 0.2103 | 0.2642 | 1275 | 0.2938 | 0.8571 | 0.9083 | 0.9252 | 0.4737 | 0.5294 | 0.9167 | 0.5 | 0.6995 | 0.8701 | -| 0.1554 | 0.2652 | 1280 | 0.2963 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.8699 | -| 0.16 | 0.2662 | 1285 | 0.3433 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.6176 | 0.8709 | -| 0.3225 | 0.2673 | 1290 | 0.3241 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.6176 | 0.8667 | -| 0.1067 | 0.2683 | 1295 | 0.3019 | 0.8333 | 0.8909 | 0.9159 | 0.3684 | 0.4375 | 0.9032 | 0.4 | 0.6422 | 0.8694 | -| 0.1642 | 0.2693 | 1300 | 0.3120 | 0.8254 | 0.8761 | 0.9252 | 0.2632 | 0.3846 | 0.9 | 0.3125 | 0.5942 | 0.8640 | -| 0.1595 | 0.2704 | 1305 | 0.3309 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8645 | -| 0.1684 | 0.2714 | 1310 | 0.2941 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.8635 | -| 0.2508 | 0.2725 | 1315 | 0.2916 | 0.8413 | 0.8991 | 0.9159 | 0.4211 | 0.4706 | 0.9074 | 0.4444 | 0.6685 | 0.8667 | -| 0.0868 | 0.2735 | 1320 | 0.2888 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8689 | -| 0.1488 | 0.2745 | 1325 | 0.3399 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.8633 | -| 0.1295 | 0.2756 | 1330 | 0.3086 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.8581 | -| 0.2324 | 0.2766 | 1335 | 0.3063 | 0.8413 | 0.9223 | 0.8879 | 0.5789 | 0.4783 | 0.9048 | 0.5238 | 0.7334 | 0.8635 | -| 0.2035 | 0.2776 | 1340 | 0.2855 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8655 | -| 0.1896 | 0.2787 | 1345 | 0.3087 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8736 | -| 0.1806 | 0.2797 | 1350 | 0.2757 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8807 | -| 0.1501 | 0.2807 | 1355 | 0.2921 | 0.8492 | 0.9151 | 0.9065 | 0.5263 | 0.5 | 0.9108 | 0.5128 | 0.7164 | 0.8792 | -| 0.2129 | 0.2818 | 1360 | 0.3097 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8839 | -| 0.2348 | 0.2828 | 1365 | 0.3225 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8815 | -| 0.0904 | 0.2838 | 1370 | 0.2898 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8756 | -| 0.1565 | 0.2849 | 1375 | 0.2966 | 0.8492 | 0.8929 | 0.9346 | 0.3684 | 0.5 | 0.9132 | 0.4242 | 0.6515 | 0.8642 | -| 0.2356 | 0.2859 | 1380 | 0.3047 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.6176 | 0.8672 | -| 0.1646 | 0.2870 | 1385 | 0.2967 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8692 | -| 0.14 | 0.2880 | 1390 | 0.2769 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8746 | -| 0.1456 | 0.2890 | 1395 | 0.2777 | 0.8413 | 0.8919 | 0.9252 | 0.3684 | 0.4667 | 0.9083 | 0.4118 | 0.6468 | 0.8753 | -| 0.0895 | 0.2901 | 1400 | 0.2919 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8773 | -| 0.1261 | 0.2911 | 1405 | 0.2783 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8800 | -| 0.1657 | 0.2921 | 1410 | 0.2865 | 0.8571 | 0.9320 | 0.8972 | 0.6316 | 0.5217 | 0.9143 | 0.5714 | 0.7644 | 0.8792 | -| 0.1873 | 0.2932 | 1415 | 0.2856 | 0.8571 | 0.9009 | 0.9346 | 0.4211 | 0.5333 | 0.9174 | 0.4706 | 0.6778 | 0.8856 | -| 0.1922 | 0.2942 | 1420 | 0.2880 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8854 | -| 0.2192 | 0.2952 | 1425 | 0.2753 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8864 | -| 0.1426 | 0.2963 | 1430 | 0.2848 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.8819 | -| 0.1914 | 0.2973 | 1435 | 0.2835 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.8856 | -| 0.1764 | 0.2984 | 1440 | 0.2862 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8893 | -| 0.2277 | 0.2994 | 1445 | 0.2854 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8822 | -| 0.1296 | 0.3004 | 1450 | 0.2734 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8807 | -| 0.1019 | 0.3015 | 1455 | 0.2751 | 0.8730 | 0.9099 | 0.9439 | 0.4737 | 0.6 | 0.9266 | 0.5294 | 0.7088 | 0.8783 | -| 0.1613 | 0.3025 | 1460 | 0.2729 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8783 | -| 0.2381 | 0.3035 | 1465 | 0.2760 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8731 | -| 0.1328 | 0.3046 | 1470 | 0.2656 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8797 | -| 0.157 | 0.3056 | 1475 | 0.2651 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8898 | -| 0.2018 | 0.3066 | 1480 | 0.2646 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8925 | -| 0.1334 | 0.3077 | 1485 | 0.2675 | 0.8571 | 0.9009 | 0.9346 | 0.4211 | 0.5333 | 0.9174 | 0.4706 | 0.6778 | 0.8866 | -| 0.1754 | 0.3087 | 1490 | 0.2718 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8898 | -| 0.2176 | 0.3097 | 1495 | 0.2664 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8935 | -| 0.2523 | 0.3108 | 1500 | 0.2632 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.8898 | -| 0.2611 | 0.3118 | 1505 | 0.2661 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8876 | -| 0.2432 | 0.3129 | 1510 | 0.2686 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.6129 | 0.8851 | -| 0.2081 | 0.3139 | 1515 | 0.2717 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.6129 | 0.8847 | -| 0.3347 | 0.3149 | 1520 | 0.2719 | 0.8730 | 0.9099 | 0.9439 | 0.4737 | 0.6 | 0.9266 | 0.5294 | 0.7088 | 0.8819 | -| 0.1557 | 0.3160 | 1525 | 0.2726 | 0.8810 | 0.9182 | 0.9439 | 0.5263 | 0.625 | 0.9309 | 0.5714 | 0.7351 | 0.8847 | -| 0.2365 | 0.3170 | 1530 | 0.2632 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8984 | -| 0.1707 | 0.3180 | 1535 | 0.2605 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.9014 | -| 0.1957 | 0.3191 | 1540 | 0.2542 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.9058 | -| 0.1142 | 0.3201 | 1545 | 0.2512 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.9019 | -| 0.1456 | 0.3211 | 1550 | 0.2553 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.9024 | -| 0.1397 | 0.3222 | 1555 | 0.2495 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.9038 | -| 0.1417 | 0.3232 | 1560 | 0.2550 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.9033 | -| 0.3551 | 0.3243 | 1565 | 0.2621 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.9058 | -| 0.1479 | 0.3253 | 1570 | 0.2698 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.9073 | -| 0.1538 | 0.3263 | 1575 | 0.2673 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.9056 | -| 0.1901 | 0.3274 | 1580 | 0.2522 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8984 | -| 0.1879 | 0.3284 | 1585 | 0.2623 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8915 | -| 0.2222 | 0.3294 | 1590 | 0.2752 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8829 | -| 0.1151 | 0.3305 | 1595 | 0.2595 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8827 | -| 0.1579 | 0.3315 | 1600 | 0.2522 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8960 | -| 0.1983 | 0.3325 | 1605 | 0.2613 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8987 | -| 0.1096 | 0.3336 | 1610 | 0.2516 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8984 | -| 0.1755 | 0.3346 | 1615 | 0.2520 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8974 | -| 0.1407 | 0.3356 | 1620 | 0.2591 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8913 | -| 0.0966 | 0.3367 | 1625 | 0.2879 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8906 | -| 0.234 | 0.3377 | 1630 | 0.2997 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8829 | -| 0.123 | 0.3388 | 1635 | 0.2807 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.6345 | 0.8765 | -| 0.2077 | 0.3398 | 1640 | 0.2722 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8815 | -| 0.1678 | 0.3408 | 1645 | 0.2630 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8910 | -| 0.211 | 0.3419 | 1650 | 0.2504 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8967 | -| 0.1094 | 0.3429 | 1655 | 0.2497 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8999 | -| 0.1975 | 0.3439 | 1660 | 0.2578 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8992 | -| 0.2229 | 0.3450 | 1665 | 0.2589 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8952 | -| 0.125 | 0.3460 | 1670 | 0.2591 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.8906 | -| 0.2029 | 0.3470 | 1675 | 0.2684 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.8906 | -| 0.1982 | 0.3481 | 1680 | 0.3092 | 0.8492 | 0.9231 | 0.8972 | 0.5789 | 0.5 | 0.9100 | 0.5366 | 0.7381 | 0.8765 | -| 0.2169 | 0.3491 | 1685 | 0.3228 | 0.8333 | 0.9216 | 0.8785 | 0.5789 | 0.4583 | 0.8995 | 0.5116 | 0.7287 | 0.8719 | -| 0.1658 | 0.3502 | 1690 | 0.3023 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.8716 | -| 0.1561 | 0.3512 | 1695 | 0.3087 | 0.8254 | 0.9126 | 0.8785 | 0.5263 | 0.4348 | 0.8952 | 0.4762 | 0.7024 | 0.8726 | -| 0.2983 | 0.3522 | 1700 | 0.2879 | 0.8571 | 0.9159 | 0.9159 | 0.5263 | 0.5263 | 0.9159 | 0.5263 | 0.7211 | 0.8839 | -| 0.1632 | 0.3533 | 1705 | 0.2812 | 0.8413 | 0.8991 | 0.9159 | 0.4211 | 0.4706 | 0.9074 | 0.4444 | 0.6685 | 0.8812 | -| 0.1195 | 0.3543 | 1710 | 0.2781 | 0.8571 | 0.9009 | 0.9346 | 0.4211 | 0.5333 | 0.9174 | 0.4706 | 0.6778 | 0.8864 | -| 0.1886 | 0.3553 | 1715 | 0.2744 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8881 | -| 0.2241 | 0.3564 | 1720 | 0.2772 | 0.8571 | 0.9083 | 0.9252 | 0.4737 | 0.5294 | 0.9167 | 0.5 | 0.6995 | 0.8928 | -| 0.2285 | 0.3574 | 1725 | 0.2891 | 0.8651 | 0.9167 | 0.9252 | 0.5263 | 0.5556 | 0.9209 | 0.5405 | 0.7258 | 0.8876 | -| 0.1289 | 0.3584 | 1730 | 0.2735 | 0.8730 | 0.9099 | 0.9439 | 0.4737 | 0.6 | 0.9266 | 0.5294 | 0.7088 | 0.8955 | -| 0.0988 | 0.3595 | 1735 | 0.2867 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8942 | -| 0.1202 | 0.3605 | 1740 | 0.2879 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8967 | -| 0.1541 | 0.3615 | 1745 | 0.3118 | 0.8413 | 0.9143 | 0.8972 | 0.5263 | 0.4762 | 0.9057 | 0.5 | 0.7118 | 0.8989 | -| 0.313 | 0.3626 | 1750 | 0.2894 | 0.8571 | 0.9159 | 0.9159 | 0.5263 | 0.5263 | 0.9159 | 0.5263 | 0.7211 | 0.8950 | -| 0.2109 | 0.3636 | 1755 | 0.2687 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8962 | -| 0.2115 | 0.3647 | 1760 | 0.2640 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8957 | -| 0.1709 | 0.3657 | 1765 | 0.2665 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8940 | -| 0.1245 | 0.3667 | 1770 | 0.2583 | 0.8810 | 0.9182 | 0.9439 | 0.5263 | 0.625 | 0.9309 | 0.5714 | 0.7351 | 0.8915 | -| 0.2319 | 0.3678 | 1775 | 0.2596 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8940 | -| 0.1936 | 0.3688 | 1780 | 0.2639 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8886 | -| 0.1964 | 0.3698 | 1785 | 0.2594 | 0.8571 | 0.9009 | 0.9346 | 0.4211 | 0.5333 | 0.9174 | 0.4706 | 0.6778 | 0.8977 | -| 0.1661 | 0.3709 | 1790 | 0.2604 | 0.8413 | 0.9065 | 0.9065 | 0.4737 | 0.4737 | 0.9065 | 0.4737 | 0.6901 | 0.9001 | -| 0.2204 | 0.3719 | 1795 | 0.2511 | 0.8492 | 0.9074 | 0.9159 | 0.4737 | 0.5 | 0.9116 | 0.4865 | 0.6948 | 0.9036 | -| 0.2846 | 0.3729 | 1800 | 0.2512 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.9001 | -| 0.226 | 0.3740 | 1805 | 0.2526 | 0.8571 | 0.9083 | 0.9252 | 0.4737 | 0.5294 | 0.9167 | 0.5 | 0.6995 | 0.9026 | -| 0.1888 | 0.3750 | 1810 | 0.2591 | 0.8810 | 0.9107 | 0.9533 | 0.4737 | 0.6429 | 0.9315 | 0.5455 | 0.7135 | 0.9016 | -| 0.2323 | 0.3760 | 1815 | 0.2550 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.9006 | -| 0.1919 | 0.3771 | 1820 | 0.2676 | 0.8730 | 0.9333 | 0.9159 | 0.6316 | 0.5714 | 0.9245 | 0.6 | 0.7737 | 0.8960 | -| 0.1683 | 0.3781 | 1825 | 0.2521 | 0.8571 | 0.9083 | 0.9252 | 0.4737 | 0.5294 | 0.9167 | 0.5 | 0.6995 | 0.8920 | -| 0.0973 | 0.3792 | 1830 | 0.2706 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8935 | -| 0.1306 | 0.3802 | 1835 | 0.2572 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8952 | -| 0.1903 | 0.3812 | 1840 | 0.2519 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.8952 | -| 0.1103 | 0.3823 | 1845 | 0.2529 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.8970 | -| 0.2227 | 0.3833 | 1850 | 0.2538 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8972 | -| 0.1209 | 0.3843 | 1855 | 0.2502 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9033 | -| 0.2997 | 0.3854 | 1860 | 0.2519 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9046 | -| 0.1308 | 0.3864 | 1865 | 0.2793 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8962 | -| 0.173 | 0.3874 | 1870 | 0.2858 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8859 | -| 0.1502 | 0.3885 | 1875 | 0.2632 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8876 | -| 0.2194 | 0.3895 | 1880 | 0.2635 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8901 | -| 0.1973 | 0.3906 | 1885 | 0.2614 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8933 | -| 0.1075 | 0.3916 | 1890 | 0.2666 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8994 | -| 0.167 | 0.3926 | 1895 | 0.2629 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8962 | -| 0.1705 | 0.3937 | 1900 | 0.2731 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8940 | -| 0.1119 | 0.3947 | 1905 | 0.2722 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8923 | -| 0.1568 | 0.3957 | 1910 | 0.2632 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8918 | -| 0.1971 | 0.3968 | 1915 | 0.2619 | 0.8492 | 0.9151 | 0.9065 | 0.5263 | 0.5 | 0.9108 | 0.5128 | 0.7164 | 0.8957 | -| 0.1578 | 0.3978 | 1920 | 0.2636 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8984 | -| 0.1376 | 0.3988 | 1925 | 0.2562 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9024 | -| 0.2815 | 0.3999 | 1930 | 0.2586 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8999 | -| 0.1819 | 0.4009 | 1935 | 0.2734 | 0.8413 | 0.9065 | 0.9065 | 0.4737 | 0.4737 | 0.9065 | 0.4737 | 0.6901 | 0.8906 | -| 0.1347 | 0.4019 | 1940 | 0.2581 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8942 | -| 0.1058 | 0.4030 | 1945 | 0.2729 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8938 | -| 0.0949 | 0.4040 | 1950 | 0.2787 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8974 | -| 0.2258 | 0.4051 | 1955 | 0.2845 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.9043 | -| 0.242 | 0.4061 | 1960 | 0.2561 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.9033 | -| 0.1614 | 0.4071 | 1965 | 0.2655 | 0.8571 | 0.9009 | 0.9346 | 0.4211 | 0.5333 | 0.9174 | 0.4706 | 0.6778 | 0.8979 | -| 0.1898 | 0.4082 | 1970 | 0.2652 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8886 | -| 0.1903 | 0.4092 | 1975 | 0.2633 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8955 | -| 0.1409 | 0.4102 | 1980 | 0.2513 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.9021 | -| 0.1362 | 0.4113 | 1985 | 0.2503 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.9088 | -| 0.1647 | 0.4123 | 1990 | 0.2556 | 0.8492 | 0.8929 | 0.9346 | 0.3684 | 0.5 | 0.9132 | 0.4242 | 0.6515 | 0.9090 | -| 0.1534 | 0.4133 | 1995 | 0.2628 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.9088 | -| 0.2171 | 0.4144 | 2000 | 0.2752 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.9080 | -| 0.1437 | 0.4154 | 2005 | 0.2681 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.9021 | -| 0.1499 | 0.4165 | 2010 | 0.2524 | 0.8571 | 0.9009 | 0.9346 | 0.4211 | 0.5333 | 0.9174 | 0.4706 | 0.6778 | 0.9031 | -| 0.2335 | 0.4175 | 2015 | 0.2513 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.9014 | -| 0.243 | 0.4185 | 2020 | 0.2570 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9065 | -| 0.1449 | 0.4196 | 2025 | 0.2557 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9080 | -| 0.1536 | 0.4206 | 2030 | 0.2461 | 0.8810 | 0.9107 | 0.9533 | 0.4737 | 0.6429 | 0.9315 | 0.5455 | 0.7135 | 0.9100 | -| 0.1299 | 0.4216 | 2035 | 0.2460 | 0.8730 | 0.9099 | 0.9439 | 0.4737 | 0.6 | 0.9266 | 0.5294 | 0.7088 | 0.9107 | -| 0.2539 | 0.4227 | 2040 | 0.2469 | 0.8730 | 0.9099 | 0.9439 | 0.4737 | 0.6 | 0.9266 | 0.5294 | 0.7088 | 0.9075 | -| 0.1989 | 0.4237 | 2045 | 0.2439 | 0.8810 | 0.9107 | 0.9533 | 0.4737 | 0.6429 | 0.9315 | 0.5455 | 0.7135 | 0.9080 | -| 0.2527 | 0.4247 | 2050 | 0.2528 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.9100 | -| 0.2296 | 0.4258 | 2055 | 0.2626 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.9068 | -| 0.1558 | 0.4268 | 2060 | 0.2560 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.9070 | -| 0.1117 | 0.4278 | 2065 | 0.2497 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.9068 | -| 0.2548 | 0.4289 | 2070 | 0.2512 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.9117 | -| 0.1235 | 0.4299 | 2075 | 0.2546 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.9137 | -| 0.1391 | 0.4310 | 2080 | 0.2423 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9142 | -| 0.2171 | 0.4320 | 2085 | 0.2367 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9134 | -| 0.0954 | 0.4330 | 2090 | 0.2406 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.9100 | -| 0.1305 | 0.4341 | 2095 | 0.2409 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9110 | -| 0.1538 | 0.4351 | 2100 | 0.2468 | 0.9048 | 0.9130 | 0.9813 | 0.4737 | 0.8182 | 0.9459 | 0.6 | 0.7275 | 0.9073 | -| 0.2351 | 0.4361 | 2105 | 0.2538 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9122 | -| 0.1911 | 0.4372 | 2110 | 0.2539 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9120 | -| 0.1307 | 0.4382 | 2115 | 0.2472 | 0.8810 | 0.9107 | 0.9533 | 0.4737 | 0.6429 | 0.9315 | 0.5455 | 0.7135 | 0.9073 | -| 0.3074 | 0.4392 | 2120 | 0.2472 | 0.8810 | 0.9107 | 0.9533 | 0.4737 | 0.6429 | 0.9315 | 0.5455 | 0.7135 | 0.9102 | -| 0.1586 | 0.4403 | 2125 | 0.2452 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9102 | -| 0.1781 | 0.4413 | 2130 | 0.2528 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.9095 | -| 0.1641 | 0.4423 | 2135 | 0.2582 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9120 | -| 0.201 | 0.4434 | 2140 | 0.2536 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9097 | -| 0.076 | 0.4444 | 2145 | 0.2594 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9090 | -| 0.1917 | 0.4455 | 2150 | 0.2597 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.9070 | -| 0.1154 | 0.4465 | 2155 | 0.2710 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9100 | -| 0.0875 | 0.4475 | 2160 | 0.2848 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.9107 | -| 0.4553 | 0.4486 | 2165 | 0.3017 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.9149 | -| 0.1624 | 0.4496 | 2170 | 0.2616 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.9120 | -| 0.1144 | 0.4506 | 2175 | 0.2466 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.9129 | -| 0.166 | 0.4517 | 2180 | 0.2501 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9129 | -| 0.182 | 0.4527 | 2185 | 0.2597 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9065 | -| 0.3124 | 0.4537 | 2190 | 0.2530 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9102 | -| 0.2305 | 0.4548 | 2195 | 0.2489 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.9110 | -| 0.1281 | 0.4558 | 2200 | 0.2518 | 0.8730 | 0.9174 | 0.9346 | 0.5263 | 0.5882 | 0.9259 | 0.5556 | 0.7304 | 0.9107 | -| 0.1227 | 0.4569 | 2205 | 0.2505 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9083 | -| 0.1345 | 0.4579 | 2210 | 0.2540 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9078 | -| 0.2909 | 0.4589 | 2215 | 0.2552 | 0.8810 | 0.9107 | 0.9533 | 0.4737 | 0.6429 | 0.9315 | 0.5455 | 0.7135 | 0.9019 | -| 0.2583 | 0.4600 | 2220 | 0.2633 | 0.8730 | 0.9099 | 0.9439 | 0.4737 | 0.6 | 0.9266 | 0.5294 | 0.7088 | 0.8992 | -| 0.1742 | 0.4610 | 2225 | 0.2653 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.9029 | -| 0.0652 | 0.4620 | 2230 | 0.2624 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.9065 | -| 0.1137 | 0.4631 | 2235 | 0.2738 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.9046 | -| 0.2237 | 0.4641 | 2240 | 0.2789 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.9058 | -| 0.2266 | 0.4651 | 2245 | 0.2830 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8965 | -| 0.1506 | 0.4662 | 2250 | 0.2723 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8923 | -| 0.1068 | 0.4672 | 2255 | 0.2679 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8928 | -| 0.1622 | 0.4682 | 2260 | 0.2729 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8992 | -| 0.1854 | 0.4693 | 2265 | 0.2752 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8950 | -| 0.1868 | 0.4703 | 2270 | 0.2837 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8979 | -| 0.1232 | 0.4714 | 2275 | 0.2921 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8979 | -| 0.0854 | 0.4724 | 2280 | 0.2910 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8984 | -| 0.1286 | 0.4734 | 2285 | 0.2723 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8962 | -| 0.2696 | 0.4745 | 2290 | 0.2669 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8979 | -| 0.1643 | 0.4755 | 2295 | 0.2646 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8974 | -| 0.1604 | 0.4765 | 2300 | 0.2633 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8925 | -| 0.1525 | 0.4776 | 2305 | 0.2728 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8982 | -| 0.2017 | 0.4786 | 2310 | 0.2695 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8989 | -| 0.1731 | 0.4796 | 2315 | 0.2666 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8942 | -| 0.2273 | 0.4807 | 2320 | 0.2725 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8957 | -| 0.1237 | 0.4817 | 2325 | 0.2681 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8962 | -| 0.1697 | 0.4828 | 2330 | 0.2681 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8965 | -| 0.1191 | 0.4838 | 2335 | 0.2612 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.9001 | -| 0.129 | 0.4848 | 2340 | 0.2632 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.9053 | -| 0.1583 | 0.4859 | 2345 | 0.2712 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.9046 | -| 0.2002 | 0.4869 | 2350 | 0.2571 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.9056 | -| 0.1757 | 0.4879 | 2355 | 0.2556 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.9038 | -| 0.1846 | 0.4890 | 2360 | 0.2553 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.9021 | -| 0.192 | 0.4900 | 2365 | 0.2572 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.9036 | -| 0.2176 | 0.4910 | 2370 | 0.2576 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.9058 | -| 0.1494 | 0.4921 | 2375 | 0.2615 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.9043 | -| 0.0894 | 0.4931 | 2380 | 0.2566 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.9051 | -| 0.1204 | 0.4941 | 2385 | 0.2662 | 0.8571 | 0.9159 | 0.9159 | 0.5263 | 0.5263 | 0.9159 | 0.5263 | 0.7211 | 0.9024 | -| 0.4244 | 0.4952 | 2390 | 0.2550 | 0.8492 | 0.9 | 0.9252 | 0.4211 | 0.5 | 0.9124 | 0.4571 | 0.6731 | 0.9053 | -| 0.1446 | 0.4962 | 2395 | 0.2521 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9075 | -| 0.1218 | 0.4973 | 2400 | 0.2550 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9115 | -| 0.3915 | 0.4983 | 2405 | 0.2525 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9115 | -| 0.0907 | 0.4993 | 2410 | 0.2529 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.9058 | -| 0.2388 | 0.5004 | 2415 | 0.2579 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.9011 | -| 0.1638 | 0.5014 | 2420 | 0.2536 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.6562 | 0.9001 | -| 0.161 | 0.5024 | 2425 | 0.2508 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.9063 | -| 0.1041 | 0.5035 | 2430 | 0.2568 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.9092 | -| 0.1012 | 0.5045 | 2435 | 0.2695 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.9075 | -| 0.2858 | 0.5055 | 2440 | 0.2764 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.9019 | -| 0.0808 | 0.5066 | 2445 | 0.2670 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8962 | -| 0.1243 | 0.5076 | 2450 | 0.2626 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8920 | -| 0.1465 | 0.5087 | 2455 | 0.2581 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8923 | -| 0.1162 | 0.5097 | 2460 | 0.2595 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8945 | -| 0.1992 | 0.5107 | 2465 | 0.2553 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8957 | -| 0.2345 | 0.5118 | 2470 | 0.2466 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8950 | -| 0.0686 | 0.5128 | 2475 | 0.2483 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8930 | -| 0.1137 | 0.5138 | 2480 | 0.2477 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8947 | -| 0.2094 | 0.5149 | 2485 | 0.2554 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8965 | -| 0.1301 | 0.5159 | 2490 | 0.2624 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8960 | -| 0.1771 | 0.5169 | 2495 | 0.2606 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8945 | -| 0.1913 | 0.5180 | 2500 | 0.2584 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8930 | -| 0.1784 | 0.5190 | 2505 | 0.2596 | 0.8571 | 0.9083 | 0.9252 | 0.4737 | 0.5294 | 0.9167 | 0.5 | 0.6995 | 0.8893 | -| 0.3368 | 0.5200 | 2510 | 0.2579 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8915 | -| 0.0798 | 0.5211 | 2515 | 0.2540 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8903 | -| 0.1453 | 0.5221 | 2520 | 0.2541 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8886 | -| 0.1584 | 0.5232 | 2525 | 0.2599 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8874 | -| 0.1562 | 0.5242 | 2530 | 0.2680 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8898 | -| 0.0896 | 0.5252 | 2535 | 0.2778 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8837 | -| 0.0771 | 0.5263 | 2540 | 0.2778 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8815 | -| 0.201 | 0.5273 | 2545 | 0.2812 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8785 | -| 0.2093 | 0.5283 | 2550 | 0.2738 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8760 | -| 0.0978 | 0.5294 | 2555 | 0.2746 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8775 | -| 0.2975 | 0.5304 | 2560 | 0.2884 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8795 | -| 0.0651 | 0.5314 | 2565 | 0.2994 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8805 | -| 0.0913 | 0.5325 | 2570 | 0.2855 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8851 | -| 0.0801 | 0.5335 | 2575 | 0.2676 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8851 | -| 0.1466 | 0.5345 | 2580 | 0.2687 | 0.8810 | 0.9107 | 0.9533 | 0.4737 | 0.6429 | 0.9315 | 0.5455 | 0.7135 | 0.8802 | -| 0.1217 | 0.5356 | 2585 | 0.2732 | 0.8651 | 0.9091 | 0.9346 | 0.4737 | 0.5625 | 0.9217 | 0.5143 | 0.7041 | 0.8881 | -| 0.1793 | 0.5366 | 2590 | 0.2746 | 0.8730 | 0.9174 | 0.9346 | 0.5263 | 0.5882 | 0.9259 | 0.5556 | 0.7304 | 0.8906 | -| 0.1481 | 0.5377 | 2595 | 0.2659 | 0.8810 | 0.9107 | 0.9533 | 0.4737 | 0.6429 | 0.9315 | 0.5455 | 0.7135 | 0.8881 | -| 0.1305 | 0.5387 | 2600 | 0.2738 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8915 | -| 0.1474 | 0.5397 | 2605 | 0.2703 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8874 | -| 0.1729 | 0.5408 | 2610 | 0.2636 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8915 | -| 0.2788 | 0.5418 | 2615 | 0.2542 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8933 | -| 0.1243 | 0.5428 | 2620 | 0.2512 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8925 | -| 0.2553 | 0.5439 | 2625 | 0.2470 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8930 | -| 0.1145 | 0.5449 | 2630 | 0.2531 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8945 | -| 0.2263 | 0.5459 | 2635 | 0.2560 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8957 | -| 0.1632 | 0.5470 | 2640 | 0.2503 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8940 | -| 0.2034 | 0.5480 | 2645 | 0.2501 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8970 | -| 0.2257 | 0.5491 | 2650 | 0.2557 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8952 | -| 0.0999 | 0.5501 | 2655 | 0.2646 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8947 | -| 0.1252 | 0.5511 | 2660 | 0.2709 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8974 | -| 0.1397 | 0.5522 | 2665 | 0.2660 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8974 | -| 0.1597 | 0.5532 | 2670 | 0.2630 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8977 | -| 0.1283 | 0.5542 | 2675 | 0.2559 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8997 | -| 0.1656 | 0.5553 | 2680 | 0.2563 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8992 | -| 0.262 | 0.5563 | 2685 | 0.2583 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.9006 | -| 0.2582 | 0.5573 | 2690 | 0.2573 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.9021 | -| 0.1328 | 0.5584 | 2695 | 0.2590 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.9029 | -| 0.132 | 0.5594 | 2700 | 0.2665 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.9019 | -| 0.125 | 0.5604 | 2705 | 0.2602 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.9036 | -| 0.1284 | 0.5615 | 2710 | 0.2564 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9068 | -| 0.1173 | 0.5625 | 2715 | 0.2499 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.9078 | -| 0.1114 | 0.5636 | 2720 | 0.2453 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9097 | -| 0.1465 | 0.5646 | 2725 | 0.2456 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.9117 | -| 0.1623 | 0.5656 | 2730 | 0.2488 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.9122 | -| 0.1831 | 0.5667 | 2735 | 0.2393 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9137 | -| 0.1188 | 0.5677 | 2740 | 0.2365 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9100 | -| 0.1307 | 0.5687 | 2745 | 0.2395 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9115 | -| 0.2093 | 0.5698 | 2750 | 0.2441 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9117 | -| 0.1087 | 0.5708 | 2755 | 0.2483 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9120 | -| 0.0604 | 0.5718 | 2760 | 0.2456 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9092 | -| 0.1285 | 0.5729 | 2765 | 0.2494 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9097 | -| 0.1094 | 0.5739 | 2770 | 0.2544 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9065 | -| 0.0842 | 0.5750 | 2775 | 0.2620 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9065 | -| 0.2133 | 0.5760 | 2780 | 0.2734 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.9056 | -| 0.1762 | 0.5770 | 2785 | 0.2815 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.9006 | -| 0.1651 | 0.5781 | 2790 | 0.2722 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8984 | -| 0.2114 | 0.5791 | 2795 | 0.2566 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8965 | -| 0.1294 | 0.5801 | 2800 | 0.2492 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8987 | -| 0.2181 | 0.5812 | 2805 | 0.2538 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8955 | -| 0.14 | 0.5822 | 2810 | 0.2608 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8970 | -| 0.1543 | 0.5832 | 2815 | 0.2692 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.9006 | -| 0.1292 | 0.5843 | 2820 | 0.2708 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.9051 | -| 0.2274 | 0.5853 | 2825 | 0.2658 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9078 | -| 0.1675 | 0.5863 | 2830 | 0.2641 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9090 | -| 0.1303 | 0.5874 | 2835 | 0.2660 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9100 | -| 0.095 | 0.5884 | 2840 | 0.2670 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9073 | -| 0.1674 | 0.5895 | 2845 | 0.2620 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9056 | -| 0.1236 | 0.5905 | 2850 | 0.2682 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9051 | -| 0.1523 | 0.5915 | 2855 | 0.2646 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9043 | -| 0.0919 | 0.5926 | 2860 | 0.2591 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9056 | -| 0.2677 | 0.5936 | 2865 | 0.2592 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9097 | -| 0.1634 | 0.5946 | 2870 | 0.2607 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9061 | -| 0.2143 | 0.5957 | 2875 | 0.2616 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9080 | -| 0.1849 | 0.5967 | 2880 | 0.2610 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9080 | -| 0.1208 | 0.5977 | 2885 | 0.2550 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9097 | -| 0.1625 | 0.5988 | 2890 | 0.2636 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9097 | -| 0.1231 | 0.5998 | 2895 | 0.2817 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9107 | -| 0.1043 | 0.6008 | 2900 | 0.2928 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9115 | -| 0.0933 | 0.6019 | 2905 | 0.2705 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9090 | -| 0.1293 | 0.6029 | 2910 | 0.2584 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9026 | -| 0.1532 | 0.6040 | 2915 | 0.2555 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9031 | -| 0.2161 | 0.6050 | 2920 | 0.2599 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9046 | -| 0.1596 | 0.6060 | 2925 | 0.2578 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9024 | -| 0.1252 | 0.6071 | 2930 | 0.2576 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9058 | -| 0.1891 | 0.6081 | 2935 | 0.2581 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9051 | -| 0.1434 | 0.6091 | 2940 | 0.2549 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9056 | -| 0.0901 | 0.6102 | 2945 | 0.2519 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9083 | -| 0.1397 | 0.6112 | 2950 | 0.2536 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9024 | -| 0.1043 | 0.6122 | 2955 | 0.2623 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9006 | -| 0.1229 | 0.6133 | 2960 | 0.2747 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8955 | -| 0.3661 | 0.6143 | 2965 | 0.2710 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8940 | -| 0.1755 | 0.6154 | 2970 | 0.2624 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8987 | -| 0.1058 | 0.6164 | 2975 | 0.2592 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8999 | -| 0.3446 | 0.6174 | 2980 | 0.2565 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9016 | -| 0.1377 | 0.6185 | 2985 | 0.2488 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9011 | -| 0.1478 | 0.6195 | 2990 | 0.2422 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9046 | -| 0.1821 | 0.6205 | 2995 | 0.2408 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9075 | -| 0.1163 | 0.6216 | 3000 | 0.2434 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9058 | -| 0.1765 | 0.6226 | 3005 | 0.2455 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9048 | -| 0.1171 | 0.6236 | 3010 | 0.2479 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9070 | -| 0.1954 | 0.6247 | 3015 | 0.2447 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9061 | -| 0.1358 | 0.6257 | 3020 | 0.2435 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9065 | -| 0.1733 | 0.6267 | 3025 | 0.2445 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9100 | -| 0.2705 | 0.6278 | 3030 | 0.2463 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.9058 | -| 0.1356 | 0.6288 | 3035 | 0.2487 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.9038 | -| 0.1505 | 0.6299 | 3040 | 0.2505 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9043 | -| 0.2101 | 0.6309 | 3045 | 0.2596 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.9058 | -| 0.1007 | 0.6319 | 3050 | 0.2639 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9046 | -| 0.1291 | 0.6330 | 3055 | 0.2681 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9046 | -| 0.2469 | 0.6340 | 3060 | 0.2644 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.9033 | -| 0.2247 | 0.6350 | 3065 | 0.2561 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9063 | -| 0.0689 | 0.6361 | 3070 | 0.2564 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9046 | -| 0.147 | 0.6371 | 3075 | 0.2542 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9068 | -| 0.1593 | 0.6381 | 3080 | 0.2616 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.9068 | -| 0.177 | 0.6392 | 3085 | 0.2692 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9063 | -| 0.2096 | 0.6402 | 3090 | 0.2686 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9031 | -| 0.1972 | 0.6413 | 3095 | 0.2670 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9004 | -| 0.0458 | 0.6423 | 3100 | 0.2639 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8974 | -| 0.1294 | 0.6433 | 3105 | 0.2612 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8962 | -| 0.2608 | 0.6444 | 3110 | 0.2615 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8947 | -| 0.0859 | 0.6454 | 3115 | 0.2609 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8972 | -| 0.1153 | 0.6464 | 3120 | 0.2637 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8992 | -| 0.1532 | 0.6475 | 3125 | 0.2606 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8994 | -| 0.1641 | 0.6485 | 3130 | 0.2624 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9014 | -| 0.1446 | 0.6495 | 3135 | 0.2654 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9014 | -| 0.1698 | 0.6506 | 3140 | 0.2665 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8994 | -| 0.0931 | 0.6516 | 3145 | 0.2618 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8984 | -| 0.0868 | 0.6526 | 3150 | 0.2610 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8970 | -| 0.18 | 0.6537 | 3155 | 0.2604 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8950 | -| 0.1662 | 0.6547 | 3160 | 0.2664 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8970 | -| 0.1791 | 0.6558 | 3165 | 0.2677 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8997 | -| 0.2186 | 0.6568 | 3170 | 0.2664 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8994 | -| 0.2078 | 0.6578 | 3175 | 0.2664 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8945 | -| 0.0621 | 0.6589 | 3180 | 0.2667 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8906 | -| 0.1751 | 0.6599 | 3185 | 0.2694 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8861 | -| 0.1149 | 0.6609 | 3190 | 0.2690 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8891 | -| 0.2019 | 0.6620 | 3195 | 0.2649 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8928 | -| 0.1954 | 0.6630 | 3200 | 0.2657 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8918 | -| 0.2105 | 0.6640 | 3205 | 0.2660 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8940 | -| 0.2122 | 0.6651 | 3210 | 0.2682 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8965 | -| 0.1684 | 0.6661 | 3215 | 0.2667 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8972 | -| 0.1349 | 0.6672 | 3220 | 0.2653 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8967 | -| 0.1058 | 0.6682 | 3225 | 0.2705 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8984 | -| 0.2105 | 0.6692 | 3230 | 0.2697 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.9024 | -| 0.1891 | 0.6703 | 3235 | 0.2731 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9004 | -| 0.1271 | 0.6713 | 3240 | 0.2694 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8997 | -| 0.2012 | 0.6723 | 3245 | 0.2769 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8984 | -| 0.0751 | 0.6734 | 3250 | 0.2821 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8979 | -| 0.1797 | 0.6744 | 3255 | 0.2826 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8960 | -| 0.1246 | 0.6754 | 3260 | 0.2770 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8962 | -| 0.1381 | 0.6765 | 3265 | 0.2737 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9001 | -| 0.0904 | 0.6775 | 3270 | 0.2724 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8984 | -| 0.081 | 0.6785 | 3275 | 0.2713 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8965 | -| 0.2827 | 0.6796 | 3280 | 0.2686 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.8999 | -| 0.2254 | 0.6806 | 3285 | 0.2673 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.8992 | -| 0.245 | 0.6817 | 3290 | 0.2684 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8957 | -| 0.139 | 0.6827 | 3295 | 0.2735 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8957 | -| 0.1834 | 0.6837 | 3300 | 0.2768 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8930 | -| 0.0987 | 0.6848 | 3305 | 0.2772 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8910 | -| 0.1194 | 0.6858 | 3310 | 0.2778 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8935 | -| 0.0778 | 0.6868 | 3315 | 0.2760 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8930 | -| 0.1944 | 0.6879 | 3320 | 0.2738 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8982 | -| 0.1422 | 0.6889 | 3325 | 0.2662 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8994 | -| 0.1588 | 0.6899 | 3330 | 0.2656 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8967 | -| 0.1718 | 0.6910 | 3335 | 0.2708 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8938 | -| 0.055 | 0.6920 | 3340 | 0.2728 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8965 | -| 0.0947 | 0.6930 | 3345 | 0.2760 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8952 | -| 0.0985 | 0.6941 | 3350 | 0.2827 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8950 | -| 0.1061 | 0.6951 | 3355 | 0.2816 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8955 | -| 0.1344 | 0.6962 | 3360 | 0.2783 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8925 | -| 0.1331 | 0.6972 | 3365 | 0.2743 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8903 | -| 0.1826 | 0.6982 | 3370 | 0.2758 | 0.9048 | 0.9130 | 0.9813 | 0.4737 | 0.8182 | 0.9459 | 0.6 | 0.7275 | 0.8871 | -| 0.1095 | 0.6993 | 3375 | 0.2766 | 0.9048 | 0.9130 | 0.9813 | 0.4737 | 0.8182 | 0.9459 | 0.6 | 0.7275 | 0.8844 | -| 0.1002 | 0.7003 | 3380 | 0.2805 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8832 | -| 0.0975 | 0.7013 | 3385 | 0.2876 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8876 | -| 0.1544 | 0.7024 | 3390 | 0.2915 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8869 | -| 0.2657 | 0.7034 | 3395 | 0.2933 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8893 | -| 0.2826 | 0.7044 | 3400 | 0.2861 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8920 | -| 0.1924 | 0.7055 | 3405 | 0.2840 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8920 | -| 0.1633 | 0.7065 | 3410 | 0.2787 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8950 | -| 0.2472 | 0.7076 | 3415 | 0.2775 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8965 | -| 0.2333 | 0.7086 | 3420 | 0.2781 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8947 | -| 0.1325 | 0.7096 | 3425 | 0.2794 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8955 | -| 0.1889 | 0.7107 | 3430 | 0.2808 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8997 | -| 0.1144 | 0.7117 | 3435 | 0.2855 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8982 | -| 0.211 | 0.7127 | 3440 | 0.2907 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8992 | -| 0.1134 | 0.7138 | 3445 | 0.2930 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8979 | -| 0.1982 | 0.7148 | 3450 | 0.2876 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8997 | -| 0.1881 | 0.7158 | 3455 | 0.2868 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8947 | -| 0.1514 | 0.7169 | 3460 | 0.2826 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8960 | -| 0.201 | 0.7179 | 3465 | 0.2819 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8920 | -| 0.0495 | 0.7189 | 3470 | 0.2804 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8925 | -| 0.1887 | 0.7200 | 3475 | 0.2828 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8928 | -| 0.1956 | 0.7210 | 3480 | 0.2807 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8950 | -| 0.1835 | 0.7221 | 3485 | 0.2803 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8942 | -| 0.3315 | 0.7231 | 3490 | 0.2811 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8925 | -| 0.1029 | 0.7241 | 3495 | 0.2785 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8928 | -| 0.0998 | 0.7252 | 3500 | 0.2752 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8920 | -| 0.1031 | 0.7262 | 3505 | 0.2771 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8933 | -| 0.0739 | 0.7272 | 3510 | 0.2760 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8945 | -| 0.1531 | 0.7283 | 3515 | 0.2840 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8945 | -| 0.1169 | 0.7293 | 3520 | 0.2829 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8940 | -| 0.0789 | 0.7303 | 3525 | 0.2823 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8930 | -| 0.1708 | 0.7314 | 3530 | 0.2816 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8925 | -| 0.1494 | 0.7324 | 3535 | 0.2807 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8910 | -| 0.1636 | 0.7335 | 3540 | 0.2785 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8930 | -| 0.1636 | 0.7345 | 3545 | 0.2799 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8935 | -| 0.1276 | 0.7355 | 3550 | 0.2806 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8930 | -| 0.1116 | 0.7366 | 3555 | 0.2818 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8947 | -| 0.1458 | 0.7376 | 3560 | 0.2804 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8945 | -| 0.1854 | 0.7386 | 3565 | 0.2771 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8930 | -| 0.1465 | 0.7397 | 3570 | 0.2731 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8928 | -| 0.1225 | 0.7407 | 3575 | 0.2737 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8938 | -| 0.0975 | 0.7417 | 3580 | 0.2796 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8915 | -| 0.2476 | 0.7428 | 3585 | 0.2844 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8896 | -| 0.0953 | 0.7438 | 3590 | 0.2912 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8906 | -| 0.1174 | 0.7448 | 3595 | 0.2989 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8876 | -| 0.1024 | 0.7459 | 3600 | 0.3035 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8874 | -| 0.1352 | 0.7469 | 3605 | 0.3012 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8851 | -| 0.1143 | 0.7480 | 3610 | 0.2980 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8874 | -| 0.2524 | 0.7490 | 3615 | 0.3001 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8856 | -| 0.1543 | 0.7500 | 3620 | 0.2945 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8864 | -| 0.1106 | 0.7511 | 3625 | 0.2921 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8861 | -| 0.1695 | 0.7521 | 3630 | 0.2860 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8871 | -| 0.0876 | 0.7531 | 3635 | 0.2872 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8910 | -| 0.1406 | 0.7542 | 3640 | 0.2856 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8861 | -| 0.1686 | 0.7552 | 3645 | 0.2883 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8883 | -| 0.1824 | 0.7562 | 3650 | 0.2900 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8886 | -| 0.1197 | 0.7573 | 3655 | 0.2870 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8888 | -| 0.302 | 0.7583 | 3660 | 0.2861 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8898 | -| 0.1483 | 0.7593 | 3665 | 0.2837 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8866 | -| 0.1091 | 0.7604 | 3670 | 0.2766 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8879 | -| 0.0693 | 0.7614 | 3675 | 0.2808 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8874 | -| 0.2118 | 0.7625 | 3680 | 0.2866 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8864 | -| 0.1567 | 0.7635 | 3685 | 0.2931 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8851 | -| 0.1666 | 0.7645 | 3690 | 0.2961 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8869 | -| 0.1761 | 0.7656 | 3695 | 0.2904 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8864 | -| 0.2426 | 0.7666 | 3700 | 0.2845 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8842 | -| 0.174 | 0.7676 | 3705 | 0.2778 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8888 | -| 0.132 | 0.7687 | 3710 | 0.2764 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8864 | -| 0.1219 | 0.7697 | 3715 | 0.2801 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8883 | -| 0.1436 | 0.7707 | 3720 | 0.2828 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8871 | -| 0.2011 | 0.7718 | 3725 | 0.2803 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8901 | -| 0.1506 | 0.7728 | 3730 | 0.2780 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8886 | -| 0.1014 | 0.7739 | 3735 | 0.2780 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8901 | -| 0.1711 | 0.7749 | 3740 | 0.2790 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8906 | -| 0.1403 | 0.7759 | 3745 | 0.2828 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8918 | -| 0.1069 | 0.7770 | 3750 | 0.2856 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8915 | -| 0.0555 | 0.7780 | 3755 | 0.2854 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8918 | -| 0.1375 | 0.7790 | 3760 | 0.2847 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8901 | -| 0.1866 | 0.7801 | 3765 | 0.2834 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8903 | -| 0.0891 | 0.7811 | 3770 | 0.2778 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8920 | -| 0.082 | 0.7821 | 3775 | 0.2799 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8913 | -| 0.3945 | 0.7832 | 3780 | 0.2818 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8915 | -| 0.14 | 0.7842 | 3785 | 0.2843 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8881 | -| 0.2082 | 0.7852 | 3790 | 0.2820 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8903 | -| 0.173 | 0.7863 | 3795 | 0.2814 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8903 | -| 0.1233 | 0.7873 | 3800 | 0.2803 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8896 | -| 0.2146 | 0.7884 | 3805 | 0.2764 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8888 | -| 0.1747 | 0.7894 | 3810 | 0.2742 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8886 | -| 0.1311 | 0.7904 | 3815 | 0.2757 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8883 | -| 0.0846 | 0.7915 | 3820 | 0.2753 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8891 | -| 0.1814 | 0.7925 | 3825 | 0.2797 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8886 | -| 0.0785 | 0.7935 | 3830 | 0.2824 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8903 | -| 0.0845 | 0.7946 | 3835 | 0.2847 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8923 | -| 0.1084 | 0.7956 | 3840 | 0.2875 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8893 | -| 0.1248 | 0.7966 | 3845 | 0.2903 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8888 | -| 0.1929 | 0.7977 | 3850 | 0.2934 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8886 | -| 0.1361 | 0.7987 | 3855 | 0.2923 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8871 | -| 0.2633 | 0.7998 | 3860 | 0.2891 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8886 | -| 0.2031 | 0.8008 | 3865 | 0.2852 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8874 | -| 0.1125 | 0.8018 | 3870 | 0.2839 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8869 | -| 0.1079 | 0.8029 | 3875 | 0.2812 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8886 | -| 0.1034 | 0.8039 | 3880 | 0.2792 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8896 | -| 0.1253 | 0.8049 | 3885 | 0.2785 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8891 | -| 0.0814 | 0.8060 | 3890 | 0.2748 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8891 | -| 0.1633 | 0.8070 | 3895 | 0.2734 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8901 | -| 0.165 | 0.8080 | 3900 | 0.2746 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8903 | -| 0.1851 | 0.8091 | 3905 | 0.2746 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8910 | -| 0.2565 | 0.8101 | 3910 | 0.2727 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8891 | -| 0.2585 | 0.8111 | 3915 | 0.2751 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8879 | -| 0.1587 | 0.8122 | 3920 | 0.2768 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8864 | -| 0.1853 | 0.8132 | 3925 | 0.2759 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8898 | -| 0.0917 | 0.8143 | 3930 | 0.2765 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8893 | -| 0.2301 | 0.8153 | 3935 | 0.2773 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8883 | -| 0.1238 | 0.8163 | 3940 | 0.2755 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8898 | -| 0.1652 | 0.8174 | 3945 | 0.2779 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8883 | -| 0.0742 | 0.8184 | 3950 | 0.2785 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8881 | -| 0.1023 | 0.8194 | 3955 | 0.2792 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8893 | -| 0.1044 | 0.8205 | 3960 | 0.2808 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8888 | -| 0.0881 | 0.8215 | 3965 | 0.2823 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8893 | -| 0.1099 | 0.8225 | 3970 | 0.2796 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8910 | -| 0.1751 | 0.8236 | 3975 | 0.2779 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8901 | -| 0.0965 | 0.8246 | 3980 | 0.2798 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8886 | -| 0.0866 | 0.8257 | 3985 | 0.2766 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8901 | -| 0.1801 | 0.8267 | 3990 | 0.2758 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8913 | -| 0.1123 | 0.8277 | 3995 | 0.2765 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8891 | -| 0.0846 | 0.8288 | 4000 | 0.2761 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8906 | -| 0.1183 | 0.8298 | 4005 | 0.2756 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8893 | -| 0.0882 | 0.8308 | 4010 | 0.2744 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8901 | -| 0.1257 | 0.8319 | 4015 | 0.2756 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8879 | -| 0.0861 | 0.8329 | 4020 | 0.2718 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8891 | -| 0.1623 | 0.8339 | 4025 | 0.2727 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8896 | -| 0.374 | 0.8350 | 4030 | 0.2735 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8923 | -| 0.2001 | 0.8360 | 4035 | 0.2731 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8906 | -| 0.1163 | 0.8370 | 4040 | 0.2739 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8888 | -| 0.1296 | 0.8381 | 4045 | 0.2731 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8908 | -| 0.1372 | 0.8391 | 4050 | 0.2725 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8920 | -| 0.206 | 0.8402 | 4055 | 0.2740 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8910 | -| 0.114 | 0.8412 | 4060 | 0.2726 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8910 | -| 0.1138 | 0.8422 | 4065 | 0.2723 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8918 | -| 0.1539 | 0.8433 | 4070 | 0.2729 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8933 | -| 0.1122 | 0.8443 | 4075 | 0.2744 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8940 | -| 0.1498 | 0.8453 | 4080 | 0.2760 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8928 | -| 0.0666 | 0.8464 | 4085 | 0.2770 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8908 | -| 0.2147 | 0.8474 | 4090 | 0.2783 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8920 | -| 0.1064 | 0.8484 | 4095 | 0.2788 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8930 | -| 0.1805 | 0.8495 | 4100 | 0.2790 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8930 | -| 0.1642 | 0.8505 | 4105 | 0.2770 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8923 | -| 0.2176 | 0.8515 | 4110 | 0.2776 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8915 | -| 0.1031 | 0.8526 | 4115 | 0.2775 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8915 | -| 0.066 | 0.8536 | 4120 | 0.2768 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8938 | -| 0.164 | 0.8547 | 4125 | 0.2777 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8923 | -| 0.2378 | 0.8557 | 4130 | 0.2767 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8915 | -| 0.1352 | 0.8567 | 4135 | 0.2771 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8923 | -| 0.2058 | 0.8578 | 4140 | 0.2766 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8930 | -| 0.0956 | 0.8588 | 4145 | 0.2753 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8925 | -| 0.2606 | 0.8598 | 4150 | 0.2765 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8918 | -| 0.1326 | 0.8609 | 4155 | 0.2759 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8928 | -| 0.1778 | 0.8619 | 4160 | 0.2767 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8918 | -| 0.0692 | 0.8629 | 4165 | 0.2766 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8933 | -| 0.1359 | 0.8640 | 4170 | 0.2763 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8928 | -| 0.1411 | 0.8650 | 4175 | 0.2788 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8910 | -| 0.088 | 0.8661 | 4180 | 0.2800 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8925 | -| 0.1492 | 0.8671 | 4185 | 0.2816 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8928 | -| 0.148 | 0.8681 | 4190 | 0.2833 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8913 | -| 0.1508 | 0.8692 | 4195 | 0.2833 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8918 | -| 0.1197 | 0.8702 | 4200 | 0.2840 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8906 | -| 0.1298 | 0.8712 | 4205 | 0.2847 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8923 | -| 0.1748 | 0.8723 | 4210 | 0.2855 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8918 | -| 0.1578 | 0.8733 | 4215 | 0.2868 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8918 | -| 0.1057 | 0.8743 | 4220 | 0.2871 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8938 | -| 0.1068 | 0.8754 | 4225 | 0.2884 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8918 | -| 0.3388 | 0.8764 | 4230 | 0.2879 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8913 | -| 0.1435 | 0.8774 | 4235 | 0.2882 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8910 | -| 0.0929 | 0.8785 | 4240 | 0.2878 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8910 | -| 0.0824 | 0.8795 | 4245 | 0.2872 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8910 | -| 0.1121 | 0.8806 | 4250 | 0.2867 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8888 | -| 0.0921 | 0.8816 | 4255 | 0.2865 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8893 | -| 0.151 | 0.8826 | 4260 | 0.2857 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8901 | -| 0.1282 | 0.8837 | 4265 | 0.2859 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8925 | -| 0.1566 | 0.8847 | 4270 | 0.2874 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8883 | -| 0.1971 | 0.8857 | 4275 | 0.2879 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8923 | -| 0.1725 | 0.8868 | 4280 | 0.2902 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8901 | -| 0.1372 | 0.8878 | 4285 | 0.2879 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8935 | -| 0.0634 | 0.8888 | 4290 | 0.2909 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8923 | -| 0.0809 | 0.8899 | 4295 | 0.2908 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8915 | -| 0.1655 | 0.8909 | 4300 | 0.2906 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8935 | -| 0.1122 | 0.8920 | 4305 | 0.2923 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8923 | -| 0.3467 | 0.8930 | 4310 | 0.2934 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8933 | -| 0.1442 | 0.8940 | 4315 | 0.2928 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8928 | -| 0.1434 | 0.8951 | 4320 | 0.2943 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8933 | -| 0.1001 | 0.8961 | 4325 | 0.2944 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8925 | -| 0.1938 | 0.8971 | 4330 | 0.2942 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8935 | -| 0.0751 | 0.8982 | 4335 | 0.2934 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8930 | -| 0.1732 | 0.8992 | 4340 | 0.2928 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8910 | -| 0.0875 | 0.9002 | 4345 | 0.2915 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8906 | -| 0.1334 | 0.9013 | 4350 | 0.2911 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8913 | -| 0.0422 | 0.9023 | 4355 | 0.2918 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8906 | -| 0.0687 | 0.9033 | 4360 | 0.2932 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8920 | -| 0.1476 | 0.9044 | 4365 | 0.2914 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8923 | -| 0.1748 | 0.9054 | 4370 | 0.2916 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8933 | -| 0.1656 | 0.9065 | 4375 | 0.2928 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8928 | -| 0.0753 | 0.9075 | 4380 | 0.2914 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8930 | -| 0.1296 | 0.9085 | 4385 | 0.2922 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8928 | -| 0.1092 | 0.9096 | 4390 | 0.2889 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8930 | -| 0.1303 | 0.9106 | 4395 | 0.2873 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8938 | -| 0.107 | 0.9116 | 4400 | 0.2870 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8942 | -| 0.1577 | 0.9127 | 4405 | 0.2872 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8945 | -| 0.0888 | 0.9137 | 4410 | 0.2880 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8928 | -| 0.1415 | 0.9147 | 4415 | 0.2875 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8933 | -| 0.1898 | 0.9158 | 4420 | 0.2872 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8923 | -| 0.2618 | 0.9168 | 4425 | 0.2850 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8935 | -| 0.0342 | 0.9178 | 4430 | 0.2857 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8920 | -| 0.0893 | 0.9189 | 4435 | 0.2868 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8910 | -| 0.1672 | 0.9199 | 4440 | 0.2856 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8928 | -| 0.131 | 0.9210 | 4445 | 0.2876 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8920 | -| 0.1856 | 0.9220 | 4450 | 0.2868 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8918 | -| 0.0404 | 0.9230 | 4455 | 0.2855 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8915 | -| 0.0912 | 0.9241 | 4460 | 0.2883 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8915 | -| 0.1416 | 0.9251 | 4465 | 0.2900 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8915 | -| 0.1173 | 0.9261 | 4470 | 0.2890 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8930 | -| 0.1455 | 0.9272 | 4475 | 0.2883 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8913 | -| 0.1832 | 0.9282 | 4480 | 0.2892 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8915 | -| 0.0995 | 0.9292 | 4485 | 0.2873 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8918 | -| 0.0613 | 0.9303 | 4490 | 0.2871 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8935 | -| 0.1092 | 0.9313 | 4495 | 0.2868 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8910 | -| 0.0738 | 0.9324 | 4500 | 0.2861 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8918 | -| 0.2005 | 0.9334 | 4505 | 0.2867 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8930 | -| 0.178 | 0.9344 | 4510 | 0.2855 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8923 | -| 0.2906 | 0.9355 | 4515 | 0.2865 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8930 | -| 0.1583 | 0.9365 | 4520 | 0.2874 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8928 | -| 0.136 | 0.9375 | 4525 | 0.2867 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8928 | -| 0.2352 | 0.9386 | 4530 | 0.2877 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8933 | -| 0.0649 | 0.9396 | 4535 | 0.2868 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8918 | -| 0.0832 | 0.9406 | 4540 | 0.2869 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8923 | -| 0.108 | 0.9417 | 4545 | 0.2873 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8928 | -| 0.1236 | 0.9427 | 4550 | 0.2882 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8918 | -| 0.1905 | 0.9437 | 4555 | 0.2870 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8923 | -| 0.1405 | 0.9448 | 4560 | 0.2868 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8918 | -| 0.108 | 0.9458 | 4565 | 0.2868 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8930 | -| 0.2321 | 0.9469 | 4570 | 0.2852 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8925 | -| 0.1834 | 0.9479 | 4575 | 0.2860 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8940 | -| 0.2639 | 0.9489 | 4580 | 0.2845 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8933 | -| 0.0809 | 0.9500 | 4585 | 0.2857 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8930 | -| 0.1608 | 0.9510 | 4590 | 0.2854 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8930 | -| 0.1551 | 0.9520 | 4595 | 0.2841 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8923 | -| 0.1038 | 0.9531 | 4600 | 0.2835 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8933 | -| 0.1988 | 0.9541 | 4605 | 0.2856 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8942 | -| 0.221 | 0.9551 | 4610 | 0.2850 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8925 | -| 0.0794 | 0.9562 | 4615 | 0.2850 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8930 | -| 0.0859 | 0.9572 | 4620 | 0.2850 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8908 | -| 0.2655 | 0.9583 | 4625 | 0.2848 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8935 | -| 0.2461 | 0.9593 | 4630 | 0.2861 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8915 | -| 0.1876 | 0.9603 | 4635 | 0.2850 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8918 | -| 0.1941 | 0.9614 | 4640 | 0.2853 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8945 | -| 0.0995 | 0.9624 | 4645 | 0.2862 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8901 | -| 0.1091 | 0.9634 | 4650 | 0.2862 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8940 | -| 0.2233 | 0.9645 | 4655 | 0.2858 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8928 | -| 0.3177 | 0.9655 | 4660 | 0.2837 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8925 | -| 0.1092 | 0.9665 | 4665 | 0.2845 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8933 | -| 0.2127 | 0.9676 | 4670 | 0.2834 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8925 | -| 0.1472 | 0.9686 | 4675 | 0.2851 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8915 | -| 0.0948 | 0.9696 | 4680 | 0.2862 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8925 | -| 0.0769 | 0.9707 | 4685 | 0.2843 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8945 | -| 0.0905 | 0.9717 | 4690 | 0.2853 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8940 | -| 0.1803 | 0.9728 | 4695 | 0.2853 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8908 | -| 0.1052 | 0.9738 | 4700 | 0.2846 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8928 | -| 0.2304 | 0.9748 | 4705 | 0.2840 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8930 | -| 0.1022 | 0.9759 | 4710 | 0.2857 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8928 | -| 0.1454 | 0.9769 | 4715 | 0.2846 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8930 | -| 0.1843 | 0.9779 | 4720 | 0.2843 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8928 | -| 0.0965 | 0.9790 | 4725 | 0.2842 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8923 | -| 0.1827 | 0.9800 | 4730 | 0.2845 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8923 | -| 0.0934 | 0.9810 | 4735 | 0.2849 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8928 | -| 0.1566 | 0.9821 | 4740 | 0.2857 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8930 | -| 0.0769 | 0.9831 | 4745 | 0.2857 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8928 | -| 0.1236 | 0.9842 | 4750 | 0.2843 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8938 | -| 0.2563 | 0.9852 | 4755 | 0.2847 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8920 | -| 0.1311 | 0.9862 | 4760 | 0.2858 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8898 | -| 0.1972 | 0.9873 | 4765 | 0.2850 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8945 | -| 0.1663 | 0.9883 | 4770 | 0.2874 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8920 | -| 0.2071 | 0.9893 | 4775 | 0.2845 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8940 | -| 0.1043 | 0.9904 | 4780 | 0.2850 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8940 | -| 0.1304 | 0.9914 | 4785 | 0.2856 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8933 | -| 0.1287 | 0.9924 | 4790 | 0.2851 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8918 | -| 0.1444 | 0.9935 | 4795 | 0.2860 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8923 | -| 0.2039 | 0.9945 | 4800 | 0.2842 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8920 | -| 0.0935 | 0.9955 | 4805 | 0.2862 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8925 | -| 0.2855 | 0.9966 | 4810 | 0.2848 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8910 | -| 0.1383 | 0.9976 | 4815 | 0.2852 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8915 | -| 0.1669 | 0.9987 | 4820 | 0.2848 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8938 | -| 0.1716 | 0.9997 | 4825 | 0.2853 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8933 | - - -### Framework versions - -- PEFT 0.12.0 -- Transformers 4.46.0 -- Pytorch 2.4.0+cu118 -- Datasets 3.0.0 -- Tokenizers 0.20.1 \ No newline at end of file +This model is a fine-tuned version of [UW-Madison-Lee-Lab/Llama-PRM800K](https://huggingface.co/UW-Madison-Lee-Lab/Llama-PRM800K) on [UW-Madison-Lee-Lab/MMLU-Pro-CoT-Train-Labeled](https://huggingface.co/datasets/UW-Madison-Lee-Lab/MMLU-Pro-CoT-Train-Labeled) with counterfactual augmentations. + +## Get rewards +```python +import torch +from transformers import AutoModelForCausalLM, AutoTokenizer + +def get_tokenizer(model_id): + tokenizer = AutoTokenizer.from_pretrained(model_id) + tokenizer.pad_token = tokenizer.eos_token + tokenizer.padding_side = 'left' + tokenizer.truncation_side = 'left' + return tokenizer + +device = 'cuda' if torch.cuda.is_available() else 'cpu' +tokenizer = get_tokenizer('UW-Madison-Lee-Lab/VersaPRM-Aug') +model = AutoModelForCausalLM.from_pretrained('UW-Madison-Lee-Lab/VersaPRM-Aug') +candidate_tokens = [12, 10] +model.to(device) + +question = 'Question: In Python 3, which of the following function convert a string to an int in python?\nA. short(x)\nB. float(x)\nC. integer(x [,base])\nD. double(x)\nE. int(x [,base])\nF. long(x [,base] )\nG. num(x)\nH. str(x)\nI. char(x)\nJ. digit(x [,base])' +solution = ["To convert a string to an integer in Python 3, we use the built-in function int().", + "The int() function takes two arguments: the string to be converted and an optional base (default is 10, which is for decimal).", + "For example: int(\"123\", 10) converts the string \"123\" to the integer 123.", + "Looking at the options, we can see that the correct function is option E: int(x [,base]).", + "The answer is (E)."] +input_text = question + ' \n\n' + ' \n\n\n\n'.join(solution) + ' \n\n\n\n' # solution steps are separated by ' \n\n\n\n' +input_id = torch.tensor([tokenizer.encode(input_text)]).to(device) + +with torch.no_grad(): + logits = model(input_id).logits[:,:,candidate_tokens] + scores = logits.softmax(dim=-1)[:,:,1] + step_scores = scores[input_id == 23535] + step_probs = step_scores.tolist() +``` \ No newline at end of file