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prm800k_qwen_alt_lora

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prm800k_qwen_alt_lora

This model is a fine-tuned version of Qwen/Qwen2.5-Math-7B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2269
  • Prm accuracy: 0.9057
  • Prm precision: 0.9506
  • Prm recall: 0.9277
  • Prm specificty: 0.8261
  • Prm npv: 0.76
  • Prm f1: 0.9390
  • Prm f1 neg: 0.7917
  • Prm f1 auc: 0.8769

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.0001
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 908932403
  • distributed_type: multi-GPU
  • num_devices: 4
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 128
  • total_eval_batch_size: 16
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 1

Training results

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

Framework versions

  • PEFT 0.13.2
  • Transformers 4.46.3
  • Pytorch 2.5.1+cu124
  • Datasets 3.1.0
  • Tokenizers 0.20.3
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