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prm800k_llama_lora

PEFT
Safetensors
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prm800k_llama_lora

This model is a fine-tuned version of meta-llama/Llama-3.1-8B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3540
  • Prm accuracy: 0.8302
  • Prm precision: 0.8916
  • Prm recall: 0.8916
  • Prm specificty: 0.6087
  • Prm npv: 0.6087
  • Prm f1: 0.8916
  • Prm f1 neg: 0.6087
  • Prm f1 auc: 0.7501
  • Prm f1 auc (fixed): 0.8591

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 Prm f1 auc (fixed)
No log 0 0 2.4157 0.2170 0.0 0.0 1.0 0.2170 0.0 0.3566 0.5 0.5430
2.4009 0.0013 5 2.4235 0.2170 0.0 0.0 1.0 0.2170 0.0 0.3566 0.5 0.5393
2.5266 0.0026 10 2.4073 0.2170 0.0 0.0 1.0 0.2170 0.0 0.3566 0.5 0.5393
2.0151 0.0039 15 2.3990 0.2170 0.0 0.0 1.0 0.2170 0.0 0.3566 0.5 0.5359
2.4581 0.0052 20 2.3501 0.2170 0.0 0.0 1.0 0.2170 0.0 0.3566 0.5 0.5424
2.3108 0.0064 25 2.2938 0.2170 0.0 0.0 1.0 0.2170 0.0 0.3566 0.5 0.5390
2.1209 0.0077 30 2.1731 0.2170 0.0 0.0 1.0 0.2170 0.0 0.3566 0.5 0.5367
1.8145 0.0090 35 1.9986 0.2264 1.0 0.0120 1.0 0.2190 0.0238 0.3594 0.5060 0.5440
1.5971 0.0103 40 1.7519 0.2264 0.6667 0.0241 0.9565 0.2136 0.0465 0.3492 0.4903 0.5498
1.4358 0.0116 45 1.4647 0.2547 0.8333 0.0602 0.9565 0.22 0.1124 0.3577 0.5084 0.5532
0.9679 0.0129 50 1.1529 0.3491 0.8182 0.2169 0.8261 0.2262 0.3429 0.3551 0.5215 0.5487
0.829 0.0142 55 0.9326 0.5 0.8 0.4819 0.5652 0.2321 0.6015 0.3291 0.5236 0.5581
0.685 0.0155 60 0.8295 0.6321 0.775 0.7470 0.2174 0.1923 0.7607 0.2041 0.4822 0.5781
0.788 0.0167 65 0.8297 0.7453 0.8043 0.8916 0.2174 0.3571 0.8457 0.2703 0.5545 0.5953
0.8833 0.0180 70 0.8278 0.7453 0.8043 0.8916 0.2174 0.3571 0.8457 0.2703 0.5545 0.6056
0.572 0.0193 75 0.8134 0.7264 0.8 0.8675 0.2174 0.3125 0.8324 0.2564 0.5424 0.6087
0.7944 0.0206 80 0.8001 0.7075 0.7955 0.8434 0.2174 0.2778 0.8187 0.2439 0.5304 0.6158
0.6463 0.0219 85 0.7959 0.6698 0.7857 0.7952 0.2174 0.2273 0.7904 0.2222 0.5063 0.6247
0.7532 0.0232 90 0.8023 0.6226 0.7722 0.7349 0.2174 0.1852 0.7531 0.2 0.4762 0.6210
0.6736 0.0245 95 0.7979 0.6321 0.775 0.7470 0.2174 0.1923 0.7607 0.2041 0.4822 0.6417
0.6483 0.0258 100 0.7804 0.6509 0.7805 0.7711 0.2174 0.2083 0.7758 0.2128 0.4942 0.6624
0.6556 0.0270 105 0.7592 0.7170 0.7978 0.8554 0.2174 0.2941 0.8256 0.25 0.5364 0.6888
0.6447 0.0283 110 0.7461 0.7358 0.8022 0.8795 0.2174 0.3333 0.8391 0.2632 0.5485 0.6967
0.614 0.0296 115 0.7341 0.7358 0.8022 0.8795 0.2174 0.3333 0.8391 0.2632 0.5485 0.7035
0.5475 0.0309 120 0.7189 0.7453 0.8043 0.8916 0.2174 0.3571 0.8457 0.2703 0.5545 0.7027
0.7325 0.0322 125 0.7076 0.7358 0.8022 0.8795 0.2174 0.3333 0.8391 0.2632 0.5485 0.6938
0.5243 0.0335 130 0.6997 0.7547 0.8202 0.8795 0.3043 0.4118 0.8488 0.35 0.5919 0.7014
0.5958 0.0348 135 0.6895 0.7736 0.8242 0.9036 0.3043 0.4667 0.8621 0.3684 0.6040 0.6723
0.604 0.0361 140 0.6690 0.7642 0.8152 0.9036 0.2609 0.4286 0.8571 0.3243 0.5822 0.6517
0.6005 0.0374 145 0.6517 0.7642 0.8152 0.9036 0.2609 0.4286 0.8571 0.3243 0.5822 0.6302
0.5303 0.0386 150 0.6472 0.7547 0.8132 0.8916 0.2609 0.4 0.8506 0.3158 0.5762 0.6179
0.5181 0.0399 155 0.6313 0.7453 0.8043 0.8916 0.2174 0.3571 0.8457 0.2703 0.5545 0.6108
0.5631 0.0412 160 0.6287 0.7547 0.8065 0.9036 0.2174 0.3846 0.8523 0.2778 0.5605 0.6228
0.5496 0.0425 165 0.6214 0.7547 0.8065 0.9036 0.2174 0.3846 0.8523 0.2778 0.5605 0.6401
0.5616 0.0438 170 0.6330 0.7547 0.8065 0.9036 0.2174 0.3846 0.8523 0.2778 0.5605 0.6522
0.5058 0.0451 175 0.6370 0.7547 0.8065 0.9036 0.2174 0.3846 0.8523 0.2778 0.5605 0.6634
0.5609 0.0464 180 0.6449 0.7642 0.8085 0.9157 0.2174 0.4167 0.8588 0.2857 0.5665 0.6757
0.4837 0.0477 185 0.6431 0.7453 0.8043 0.8916 0.2174 0.3571 0.8457 0.2703 0.5545 0.6535
0.5527 0.0489 190 0.6265 0.7453 0.8111 0.8795 0.2609 0.375 0.8439 0.3077 0.5702 0.6705
0.54 0.0502 195 0.5910 0.7642 0.8152 0.9036 0.2609 0.4286 0.8571 0.3243 0.5822 0.7087
0.4944 0.0515 200 0.5600 0.8019 0.8444 0.9157 0.3913 0.5625 0.8786 0.4615 0.6535 0.7331
0.4792 0.0528 205 0.5476 0.7830 0.8488 0.8795 0.4348 0.5 0.8639 0.4651 0.6572 0.7197
0.5199 0.0541 210 0.5378 0.7830 0.8409 0.8916 0.3913 0.5 0.8655 0.4390 0.6414 0.7216
0.4763 0.0554 215 0.5299 0.7736 0.8172 0.9157 0.2609 0.4615 0.8636 0.3333 0.5883 0.7239
0.5212 0.0567 220 0.5504 0.7830 0.8488 0.8795 0.4348 0.5 0.8639 0.4651 0.6572 0.6755
0.4763 0.0580 225 0.5637 0.7830 0.8488 0.8795 0.4348 0.5 0.8639 0.4651 0.6572 0.6621
0.6425 0.0592 230 0.5692 0.7736 0.8105 0.9277 0.2174 0.4545 0.8652 0.2941 0.5726 0.6716
0.5213 0.0605 235 0.5836 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.6485
0.504 0.0618 240 0.5588 0.7736 0.8242 0.9036 0.3043 0.4667 0.8621 0.3684 0.6040 0.6778
0.5271 0.0631 245 0.5464 0.7830 0.8409 0.8916 0.3913 0.5 0.8655 0.4390 0.6414 0.7009
0.5219 0.0644 250 0.5483 0.7736 0.8391 0.8795 0.3913 0.4737 0.8588 0.4286 0.6354 0.7438
0.5717 0.0657 255 0.5273 0.7925 0.8427 0.9036 0.3913 0.5294 0.8721 0.45 0.6475 0.7478
0.5392 0.0670 260 0.5170 0.8019 0.8690 0.8795 0.5217 0.5455 0.8743 0.5333 0.7006 0.7444
0.5028 0.0683 265 0.4966 0.7830 0.8333 0.9036 0.3478 0.5 0.8671 0.4103 0.6257 0.7446
0.4763 0.0695 270 0.5363 0.7925 0.8144 0.9518 0.2174 0.5556 0.8778 0.3125 0.5846 0.7313
0.4929 0.0708 275 0.5442 0.7830 0.8333 0.9036 0.3478 0.5 0.8671 0.4103 0.6257 0.6970
0.5158 0.0721 280 0.5272 0.7736 0.8242 0.9036 0.3043 0.4667 0.8621 0.3684 0.6040 0.7190
0.4469 0.0734 285 0.5224 0.8113 0.8387 0.9398 0.3478 0.6154 0.8864 0.4444 0.6438 0.7226
0.442 0.0747 290 0.5241 0.7642 0.8537 0.8434 0.4783 0.4583 0.8485 0.4681 0.6608 0.6996
0.5569 0.0760 295 0.4929 0.7736 0.8391 0.8795 0.3913 0.4737 0.8588 0.4286 0.6354 0.7135
0.4911 0.0773 300 0.4846 0.8113 0.8539 0.9157 0.4348 0.5882 0.8837 0.5 0.6752 0.7499
0.4711 0.0786 305 0.4754 0.8019 0.8523 0.9036 0.4348 0.5556 0.8772 0.4878 0.6692 0.7543
0.4469 0.0799 310 0.4631 0.8208 0.8636 0.9157 0.4783 0.6111 0.8889 0.5366 0.6970 0.7583
0.4409 0.0811 315 0.4648 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.7433
0.5074 0.0824 320 0.4780 0.7547 0.88 0.7952 0.6087 0.4516 0.8354 0.5185 0.7019 0.7357
0.4288 0.0837 325 0.4787 0.8019 0.8298 0.9398 0.3043 0.5833 0.8814 0.4 0.6221 0.7585
0.4149 0.0850 330 0.5108 0.7547 0.88 0.7952 0.6087 0.4516 0.8354 0.5185 0.7019 0.7064
0.5186 0.0863 335 0.4963 0.7925 0.8427 0.9036 0.3913 0.5294 0.8721 0.45 0.6475 0.7349
0.4884 0.0876 340 0.4913 0.8019 0.8444 0.9157 0.3913 0.5625 0.8786 0.4615 0.6535 0.7606
0.4785 0.0889 345 0.4828 0.8113 0.8706 0.8916 0.5217 0.5714 0.8810 0.5455 0.7067 0.7797
0.5305 0.0902 350 0.5011 0.7830 0.8191 0.9277 0.2609 0.5 0.8701 0.3429 0.5943 0.7787
0.4133 0.0914 355 0.4743 0.7830 0.8488 0.8795 0.4348 0.5 0.8639 0.4651 0.6572 0.7721
0.4719 0.0927 360 0.4702 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.7480
0.5332 0.0940 365 0.4979 0.7453 0.8415 0.8313 0.4348 0.4167 0.8364 0.4255 0.6331 0.6920
0.5659 0.0953 370 0.5328 0.7830 0.8191 0.9277 0.2609 0.5 0.8701 0.3429 0.5943 0.6700
0.4962 0.0966 375 0.5311 0.7358 0.8090 0.8675 0.2609 0.3529 0.8372 0.3 0.5642 0.6747
0.4273 0.0979 380 0.5048 0.7642 0.8372 0.8675 0.3913 0.45 0.8521 0.4186 0.6294 0.7103
0.4519 0.0992 385 0.4947 0.7453 0.8590 0.8072 0.5217 0.4286 0.8323 0.4706 0.6645 0.7234
0.4657 0.1005 390 0.5115 0.7736 0.8242 0.9036 0.3043 0.4667 0.8621 0.3684 0.6040 0.7342
0.4604 0.1017 395 0.4977 0.7642 0.8295 0.8795 0.3478 0.4444 0.8538 0.3902 0.6137 0.7221
0.458 0.1030 400 0.5031 0.7642 0.8295 0.8795 0.3478 0.4444 0.8538 0.3902 0.6137 0.7292
0.4448 0.1043 405 0.5149 0.7358 0.8022 0.8795 0.2174 0.3333 0.8391 0.2632 0.5485 0.7239
0.4571 0.1056 410 0.4838 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.7328
0.4832 0.1069 415 0.4801 0.7642 0.8625 0.8313 0.5217 0.4615 0.8466 0.4898 0.6765 0.7294
0.5612 0.1082 420 0.5131 0.7358 0.8022 0.8795 0.2174 0.3333 0.8391 0.2632 0.5485 0.7216
0.4264 0.1095 425 0.5328 0.7358 0.8022 0.8795 0.2174 0.3333 0.8391 0.2632 0.5485 0.6925
0.441 0.1108 430 0.4915 0.7453 0.8182 0.8675 0.3043 0.3889 0.8421 0.3415 0.5859 0.7373
0.3997 0.1121 435 0.4514 0.7547 0.88 0.7952 0.6087 0.4516 0.8354 0.5185 0.7019 0.7601
0.4548 0.1133 440 0.4647 0.7925 0.8427 0.9036 0.3913 0.5294 0.8721 0.45 0.6475 0.7514
0.3989 0.1146 445 0.4991 0.7547 0.8701 0.8072 0.5652 0.4483 0.8375 0.5 0.6862 0.7195
0.4498 0.1159 450 0.5715 0.7453 0.7917 0.9157 0.1304 0.3 0.8492 0.1818 0.5230 0.6991
0.4628 0.1172 455 0.5284 0.7075 0.825 0.7952 0.3913 0.3462 0.8098 0.3673 0.5932 0.6983
0.4656 0.1185 460 0.5186 0.7642 0.8452 0.8554 0.4348 0.4545 0.8503 0.4444 0.6451 0.7095
0.3791 0.1198 465 0.5412 0.7358 0.8313 0.8313 0.3913 0.3913 0.8313 0.3913 0.6113 0.6991
0.4898 0.1211 470 0.5570 0.7358 0.8161 0.8554 0.3043 0.3684 0.8353 0.3333 0.5799 0.6909
0.4471 0.1224 475 0.5405 0.6981 0.84 0.7590 0.4783 0.3548 0.7975 0.4074 0.6186 0.7074
0.5246 0.1236 480 0.5254 0.7830 0.8261 0.9157 0.3043 0.5 0.8686 0.3784 0.6100 0.7433
0.4501 0.1249 485 0.5288 0.6981 0.8923 0.6988 0.6957 0.3902 0.7838 0.5 0.6972 0.7336
0.4237 0.1262 490 0.5185 0.7736 0.8315 0.8916 0.3478 0.4706 0.8605 0.4 0.6197 0.7609
0.4367 0.1275 495 0.4814 0.7453 0.8333 0.8434 0.3913 0.4091 0.8383 0.4 0.6173 0.7823
0.3926 0.1288 500 0.4642 0.7736 0.8642 0.8434 0.5217 0.48 0.8537 0.5 0.6826 0.7952
0.344 0.1301 505 0.4420 0.7642 0.8372 0.8675 0.3913 0.45 0.8521 0.4186 0.6294 0.8190
0.3827 0.1314 510 0.4430 0.7642 0.8452 0.8554 0.4348 0.4545 0.8503 0.4444 0.6451 0.8253
0.3807 0.1327 515 0.4542 0.7642 0.8295 0.8795 0.3478 0.4444 0.8538 0.3902 0.6137 0.8015
0.5246 0.1339 520 0.4806 0.7736 0.8831 0.8193 0.6087 0.4828 0.85 0.5385 0.7140 0.7669
0.4434 0.1352 525 0.4828 0.7830 0.8333 0.9036 0.3478 0.5 0.8671 0.4103 0.6257 0.7666
0.3989 0.1365 530 0.4585 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.7766
0.4408 0.1378 535 0.4533 0.7547 0.8701 0.8072 0.5652 0.4483 0.8375 0.5 0.6862 0.7782
0.3557 0.1391 540 0.4631 0.7642 0.8295 0.8795 0.3478 0.4444 0.8538 0.3902 0.6137 0.7826
0.3758 0.1404 545 0.4650 0.7453 0.85 0.8193 0.4783 0.4231 0.8344 0.4490 0.6488 0.7719
0.4475 0.1417 550 0.4768 0.7547 0.8519 0.8313 0.4783 0.44 0.8415 0.4583 0.6548 0.7724
0.3971 0.1430 555 0.4771 0.7642 0.8452 0.8554 0.4348 0.4545 0.8503 0.4444 0.6451 0.7878
0.4098 0.1443 560 0.4998 0.7264 0.8553 0.7831 0.5217 0.4 0.8176 0.4528 0.6524 0.7624
0.4865 0.1455 565 0.5231 0.7830 0.8261 0.9157 0.3043 0.5 0.8686 0.3784 0.6100 0.7538
0.4767 0.1468 570 0.4585 0.7547 0.8276 0.8675 0.3478 0.4211 0.8471 0.3810 0.6076 0.7698
0.4739 0.1481 575 0.5025 0.7925 0.8280 0.9277 0.3043 0.5385 0.875 0.3889 0.6160 0.7858
0.5363 0.1494 580 0.4730 0.7358 0.8481 0.8072 0.4783 0.4074 0.8272 0.44 0.6427 0.7708
0.4341 0.1507 585 0.4846 0.7830 0.8409 0.8916 0.3913 0.5 0.8655 0.4390 0.6414 0.7724
0.4091 0.1520 590 0.4815 0.7642 0.8537 0.8434 0.4783 0.4583 0.8485 0.4681 0.6608 0.7632
0.3704 0.1533 595 0.4736 0.7453 0.8256 0.8554 0.3478 0.4 0.8402 0.3721 0.6016 0.7740
0.4109 0.1546 600 0.4608 0.7547 0.8519 0.8313 0.4783 0.44 0.8415 0.4583 0.6548 0.7766
0.4114 0.1558 605 0.4428 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.7837
0.4522 0.1571 610 0.4345 0.7925 0.8675 0.8675 0.5217 0.5217 0.8675 0.5217 0.6946 0.7949
0.5341 0.1584 615 0.4281 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8083
0.4034 0.1597 620 0.4388 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8169
0.3951 0.1610 625 0.4664 0.8019 0.8605 0.8916 0.4783 0.55 0.8757 0.5116 0.6849 0.8062
0.4886 0.1623 630 0.4884 0.7642 0.8718 0.8193 0.5652 0.4643 0.8447 0.5098 0.6922 0.7813
0.4867 0.1636 635 0.4793 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.7889
0.4164 0.1649 640 0.4797 0.7453 0.8684 0.7952 0.5652 0.4333 0.8302 0.4906 0.6802 0.7700
0.4099 0.1661 645 0.4887 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.7658
0.4509 0.1674 650 0.5013 0.7925 0.8675 0.8675 0.5217 0.5217 0.8675 0.5217 0.6946 0.7640
0.3568 0.1687 655 0.5083 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.7551
0.5132 0.1700 660 0.4917 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.7774
0.3973 0.1713 665 0.4424 0.7547 0.8904 0.7831 0.6522 0.4545 0.8333 0.5357 0.7177 0.7926
0.4523 0.1726 670 0.4118 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8104
0.4365 0.1739 675 0.4236 0.7830 0.875 0.8434 0.5652 0.5 0.8589 0.5306 0.7043 0.7952
0.4504 0.1752 680 0.4419 0.7830 0.875 0.8434 0.5652 0.5 0.8589 0.5306 0.7043 0.7852
0.4246 0.1764 685 0.4419 0.7642 0.8625 0.8313 0.5217 0.4615 0.8466 0.4898 0.6765 0.7920
0.4339 0.1777 690 0.4561 0.7547 0.88 0.7952 0.6087 0.4516 0.8354 0.5185 0.7019 0.7918
0.394 0.1790 695 0.4470 0.8019 0.8605 0.8916 0.4783 0.55 0.8757 0.5116 0.6849 0.8070
0.381 0.1803 700 0.4494 0.7453 0.8590 0.8072 0.5217 0.4286 0.8323 0.4706 0.6645 0.7986
0.3857 0.1816 705 0.4592 0.7453 0.85 0.8193 0.4783 0.4231 0.8344 0.4490 0.6488 0.7923
0.3716 0.1829 710 0.4837 0.7453 0.8590 0.8072 0.5217 0.4286 0.8323 0.4706 0.6645 0.7779
0.3865 0.1842 715 0.5035 0.7453 0.8590 0.8072 0.5217 0.4286 0.8323 0.4706 0.6645 0.7656
0.3837 0.1855 720 0.4703 0.7547 0.8519 0.8313 0.4783 0.44 0.8415 0.4583 0.6548 0.7748
0.4016 0.1868 725 0.4376 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.7797
0.4312 0.1880 730 0.4274 0.7736 0.8642 0.8434 0.5217 0.48 0.8537 0.5 0.6826 0.7889
0.5042 0.1893 735 0.4455 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.7876
0.4574 0.1906 740 0.4698 0.7547 0.8904 0.7831 0.6522 0.4545 0.8333 0.5357 0.7177 0.7729
0.4779 0.1919 745 0.4726 0.8113 0.8539 0.9157 0.4348 0.5882 0.8837 0.5 0.6752 0.7823
0.3554 0.1932 750 0.4508 0.7642 0.8625 0.8313 0.5217 0.4615 0.8466 0.4898 0.6765 0.7776
0.4379 0.1945 755 0.4885 0.8019 0.8605 0.8916 0.4783 0.55 0.8757 0.5116 0.6849 0.7693
0.3526 0.1958 760 0.4861 0.7642 0.8625 0.8313 0.5217 0.4615 0.8466 0.4898 0.6765 0.7690
0.4818 0.1971 765 0.4796 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.7763
0.4597 0.1983 770 0.4486 0.7547 0.8608 0.8193 0.5217 0.4444 0.8395 0.48 0.6705 0.7962
0.4611 0.1996 775 0.4166 0.7547 0.8701 0.8072 0.5652 0.4483 0.8375 0.5 0.6862 0.8193
0.4319 0.2009 780 0.4207 0.7642 0.8919 0.7952 0.6522 0.4688 0.8408 0.5455 0.7237 0.8101
0.4574 0.2022 785 0.4245 0.7642 0.8625 0.8313 0.5217 0.4615 0.8466 0.4898 0.6765 0.8033
0.3992 0.2035 790 0.4310 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.7996
0.3816 0.2048 795 0.4209 0.7642 0.8625 0.8313 0.5217 0.4615 0.8466 0.4898 0.6765 0.8072
0.3698 0.2061 800 0.4137 0.8113 0.8621 0.9036 0.4783 0.5789 0.8824 0.5238 0.6909 0.8169
0.4112 0.2074 805 0.4075 0.8208 0.8636 0.9157 0.4783 0.6111 0.8889 0.5366 0.6970 0.8112
0.3873 0.2086 810 0.4147 0.7925 0.8675 0.8675 0.5217 0.5217 0.8675 0.5217 0.6946 0.7994
0.4612 0.2099 815 0.4584 0.8113 0.8462 0.9277 0.3913 0.6 0.8851 0.4737 0.6595 0.7881
0.3998 0.2112 820 0.4671 0.8113 0.8706 0.8916 0.5217 0.5714 0.8810 0.5455 0.7067 0.7666
0.3847 0.2125 825 0.4634 0.8113 0.8387 0.9398 0.3478 0.6154 0.8864 0.4444 0.6438 0.7782
0.3735 0.2138 830 0.4028 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8033
0.4823 0.2151 835 0.4162 0.8019 0.8523 0.9036 0.4348 0.5556 0.8772 0.4878 0.6692 0.8130
0.4771 0.2164 840 0.4079 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8146
0.4077 0.2177 845 0.4452 0.7925 0.8352 0.9157 0.3478 0.5333 0.8736 0.4211 0.6317 0.8159
0.4245 0.2190 850 0.4314 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8198
0.4244 0.2202 855 0.4386 0.7453 0.8590 0.8072 0.5217 0.4286 0.8323 0.4706 0.6645 0.8169
0.3368 0.2215 860 0.4373 0.7642 0.8537 0.8434 0.4783 0.4583 0.8485 0.4681 0.6608 0.8224
0.292 0.2228 865 0.4254 0.7642 0.8625 0.8313 0.5217 0.4615 0.8466 0.4898 0.6765 0.8235
0.342 0.2241 870 0.4334 0.8019 0.8523 0.9036 0.4348 0.5556 0.8772 0.4878 0.6692 0.8229
0.4661 0.2254 875 0.4076 0.7830 0.8409 0.8916 0.3913 0.5 0.8655 0.4390 0.6414 0.8292
0.3578 0.2267 880 0.3994 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8334
0.4143 0.2280 885 0.4111 0.8113 0.8462 0.9277 0.3913 0.6 0.8851 0.4737 0.6595 0.8491
0.3904 0.2293 890 0.3892 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8447
0.4471 0.2305 895 0.3915 0.7925 0.8961 0.8313 0.6522 0.5172 0.8625 0.5769 0.7417 0.8408
0.412 0.2318 900 0.4158 0.8019 0.8444 0.9157 0.3913 0.5625 0.8786 0.4615 0.6535 0.8397
0.5238 0.2331 905 0.4096 0.7830 0.9167 0.7952 0.7391 0.5 0.8516 0.5965 0.7672 0.8384
0.3761 0.2344 910 0.4104 0.7453 0.8590 0.8072 0.5217 0.4286 0.8323 0.4706 0.6645 0.8392
0.4671 0.2357 915 0.4444 0.8019 0.8444 0.9157 0.3913 0.5625 0.8786 0.4615 0.6535 0.8439
0.4352 0.2370 920 0.4179 0.7642 0.8452 0.8554 0.4348 0.4545 0.8503 0.4444 0.6451 0.8366
0.4063 0.2383 925 0.4154 0.7736 0.9155 0.7831 0.7391 0.4857 0.8442 0.5862 0.7611 0.8282
0.355 0.2396 930 0.4067 0.8019 0.8523 0.9036 0.4348 0.5556 0.8772 0.4878 0.6692 0.8481
0.4352 0.2408 935 0.3881 0.7642 0.8625 0.8313 0.5217 0.4615 0.8466 0.4898 0.6765 0.8442
0.379 0.2421 940 0.4038 0.8113 0.9315 0.8193 0.7826 0.5455 0.8718 0.6429 0.8009 0.8227
0.4019 0.2434 945 0.3979 0.7925 0.8506 0.8916 0.4348 0.5263 0.8706 0.4762 0.6632 0.8337
0.3983 0.2447 950 0.3962 0.7830 0.8488 0.8795 0.4348 0.5 0.8639 0.4651 0.6572 0.8379
0.4468 0.2460 955 0.4014 0.8113 0.9091 0.8434 0.6957 0.5517 0.875 0.6154 0.7695 0.8311
0.361 0.2473 960 0.4243 0.7736 0.8391 0.8795 0.3913 0.4737 0.8588 0.4286 0.6354 0.8248
0.3565 0.2486 965 0.4443 0.7642 0.8537 0.8434 0.4783 0.4583 0.8485 0.4681 0.6608 0.8043
0.4603 0.2499 970 0.4249 0.7547 0.8608 0.8193 0.5217 0.4444 0.8395 0.48 0.6705 0.8054
0.3959 0.2512 975 0.4570 0.8113 0.8621 0.9036 0.4783 0.5789 0.8824 0.5238 0.6909 0.8106
0.4131 0.2524 980 0.4318 0.8208 0.8721 0.9036 0.5217 0.6 0.8876 0.5581 0.7127 0.8172
0.3772 0.2537 985 0.4033 0.8113 0.8987 0.8554 0.6522 0.5556 0.8765 0.6 0.7538 0.8237
0.3888 0.2550 990 0.3888 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8371
0.3518 0.2563 995 0.3721 0.8113 0.8795 0.8795 0.5652 0.5652 0.8795 0.5652 0.7224 0.8447
0.4104 0.2576 1000 0.3877 0.7925 0.8506 0.8916 0.4348 0.5263 0.8706 0.4762 0.6632 0.8486
0.3987 0.2589 1005 0.3911 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8415
0.3778 0.2602 1010 0.4142 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8337
0.4218 0.2615 1015 0.4265 0.8302 0.8736 0.9157 0.5217 0.6316 0.8941 0.5714 0.7187 0.8313
0.4116 0.2627 1020 0.4490 0.7358 0.9104 0.7349 0.7391 0.4359 0.8133 0.5484 0.7370 0.8256
0.4359 0.2640 1025 0.4134 0.7925 0.8506 0.8916 0.4348 0.5263 0.8706 0.4762 0.6632 0.8452
0.4041 0.2653 1030 0.4296 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8334
0.4141 0.2666 1035 0.4092 0.8113 0.8987 0.8554 0.6522 0.5556 0.8765 0.6 0.7538 0.8308
0.3767 0.2679 1040 0.4064 0.8113 0.9091 0.8434 0.6957 0.5517 0.875 0.6154 0.7695 0.8214
0.3811 0.2692 1045 0.4086 0.8113 0.9091 0.8434 0.6957 0.5517 0.875 0.6154 0.7695 0.8169
0.4404 0.2705 1050 0.4231 0.7642 0.8372 0.8675 0.3913 0.45 0.8521 0.4186 0.6294 0.8208
0.4206 0.2718 1055 0.4222 0.7925 0.8675 0.8675 0.5217 0.5217 0.8675 0.5217 0.6946 0.8167
0.3921 0.2730 1060 0.4070 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.8263
0.3616 0.2743 1065 0.4162 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8248
0.358 0.2756 1070 0.4480 0.8208 0.8636 0.9157 0.4783 0.6111 0.8889 0.5366 0.6970 0.8237
0.2987 0.2769 1075 0.4384 0.7736 0.8734 0.8313 0.5652 0.4815 0.8519 0.52 0.6983 0.8156
0.4008 0.2782 1080 0.4426 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8198
0.4441 0.2795 1085 0.4340 0.7736 0.8734 0.8313 0.5652 0.4815 0.8519 0.52 0.6983 0.8214
0.3899 0.2808 1090 0.4406 0.7547 0.8701 0.8072 0.5652 0.4483 0.8375 0.5 0.6862 0.8122
0.3172 0.2821 1095 0.4829 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.7858
0.4462 0.2833 1100 0.4707 0.7642 0.8718 0.8193 0.5652 0.4643 0.8447 0.5098 0.6922 0.7774
0.3315 0.2846 1105 0.4875 0.7547 0.8701 0.8072 0.5652 0.4483 0.8375 0.5 0.6862 0.7593
0.4892 0.2859 1110 0.5238 0.7830 0.8409 0.8916 0.3913 0.5 0.8655 0.4390 0.6414 0.7656
0.4169 0.2872 1115 0.4608 0.7830 0.8846 0.8313 0.6087 0.5 0.8571 0.5490 0.7200 0.7750
0.347 0.2885 1120 0.4545 0.7925 0.8506 0.8916 0.4348 0.5263 0.8706 0.4762 0.6632 0.8036
0.3848 0.2898 1125 0.4266 0.7830 0.875 0.8434 0.5652 0.5 0.8589 0.5306 0.7043 0.8085
0.4173 0.2911 1130 0.4346 0.7736 0.8831 0.8193 0.6087 0.4828 0.85 0.5385 0.7140 0.7999
0.3747 0.2924 1135 0.4613 0.7736 0.8471 0.8675 0.4348 0.4762 0.8571 0.4545 0.6511 0.8017
0.5242 0.2937 1140 0.4554 0.7642 0.8452 0.8554 0.4348 0.4545 0.8503 0.4444 0.6451 0.7899
0.3796 0.2949 1145 0.4587 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.7858
0.3644 0.2962 1150 0.4608 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.7968
0.3936 0.2975 1155 0.4399 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8020
0.3774 0.2988 1160 0.4374 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8138
0.4333 0.3001 1165 0.4271 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.8151
0.4498 0.3014 1170 0.4472 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.7975
0.3936 0.3027 1175 0.4664 0.7925 0.8675 0.8675 0.5217 0.5217 0.8675 0.5217 0.6946 0.7829
0.3798 0.3040 1180 0.4907 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.7627
0.4169 0.3052 1185 0.4876 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.7706
0.4294 0.3065 1190 0.4575 0.7642 0.8537 0.8434 0.4783 0.4583 0.8485 0.4681 0.6608 0.8072
0.3625 0.3078 1195 0.4498 0.7453 0.8590 0.8072 0.5217 0.4286 0.8323 0.4706 0.6645 0.8125
0.3863 0.3091 1200 0.4319 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8460
0.4764 0.3104 1205 0.4136 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.8497
0.3798 0.3117 1210 0.4124 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8512
0.3026 0.3130 1215 0.4141 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8342
0.38 0.3143 1220 0.4173 0.7642 0.8537 0.8434 0.4783 0.4583 0.8485 0.4681 0.6608 0.8256
0.3731 0.3155 1225 0.4500 0.7830 0.8488 0.8795 0.4348 0.5 0.8639 0.4651 0.6572 0.8258
0.3755 0.3168 1230 0.4236 0.7642 0.8537 0.8434 0.4783 0.4583 0.8485 0.4681 0.6608 0.8177
0.3791 0.3181 1235 0.4267 0.7830 0.875 0.8434 0.5652 0.5 0.8589 0.5306 0.7043 0.8140
0.4087 0.3194 1240 0.4255 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.8193
0.5201 0.3207 1245 0.4303 0.8019 0.8690 0.8795 0.5217 0.5455 0.8743 0.5333 0.7006 0.8235
0.3907 0.3220 1250 0.4235 0.8113 0.8795 0.8795 0.5652 0.5652 0.8795 0.5652 0.7224 0.8219
0.3226 0.3233 1255 0.4202 0.8019 0.8690 0.8795 0.5217 0.5455 0.8743 0.5333 0.7006 0.8174
0.34 0.3246 1260 0.4215 0.8019 0.8690 0.8795 0.5217 0.5455 0.8743 0.5333 0.7006 0.8208
0.3891 0.3259 1265 0.4250 0.8113 0.8706 0.8916 0.5217 0.5714 0.8810 0.5455 0.7067 0.8292
0.3761 0.3271 1270 0.4116 0.8113 0.8795 0.8795 0.5652 0.5652 0.8795 0.5652 0.7224 0.8290
0.4544 0.3284 1275 0.4151 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8318
0.3761 0.3297 1280 0.4114 0.8113 0.8795 0.8795 0.5652 0.5652 0.8795 0.5652 0.7224 0.8389
0.3611 0.3310 1285 0.4419 0.8208 0.8636 0.9157 0.4783 0.6111 0.8889 0.5366 0.6970 0.8528
0.4307 0.3323 1290 0.3966 0.8113 0.8706 0.8916 0.5217 0.5714 0.8810 0.5455 0.7067 0.8546
0.4263 0.3336 1295 0.3983 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8426
0.3242 0.3349 1300 0.4088 0.8019 0.8605 0.8916 0.4783 0.55 0.8757 0.5116 0.6849 0.8332
0.3757 0.3362 1305 0.4293 0.8113 0.8621 0.9036 0.4783 0.5789 0.8824 0.5238 0.6909 0.8243
0.3201 0.3374 1310 0.4231 0.7547 0.8519 0.8313 0.4783 0.44 0.8415 0.4583 0.6548 0.8169
0.3659 0.3387 1315 0.4630 0.8208 0.8636 0.9157 0.4783 0.6111 0.8889 0.5366 0.6970 0.8324
0.3999 0.3400 1320 0.5026 0.8019 0.8444 0.9157 0.3913 0.5625 0.8786 0.4615 0.6535 0.8083
0.297 0.3413 1325 0.4608 0.7453 0.85 0.8193 0.4783 0.4231 0.8344 0.4490 0.6488 0.7999
0.4087 0.3426 1330 0.4827 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.8017
0.3424 0.3439 1335 0.4944 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8028
0.426 0.3452 1340 0.4860 0.8113 0.8621 0.9036 0.4783 0.5789 0.8824 0.5238 0.6909 0.8133
0.3118 0.3465 1345 0.4531 0.7736 0.8734 0.8313 0.5652 0.4815 0.8519 0.52 0.6983 0.8112
0.4092 0.3477 1350 0.4612 0.8208 0.8721 0.9036 0.5217 0.6 0.8876 0.5581 0.7127 0.8261
0.3813 0.3490 1355 0.4624 0.8208 0.8636 0.9157 0.4783 0.6111 0.8889 0.5366 0.6970 0.8318
0.4329 0.3503 1360 0.4280 0.7547 0.8608 0.8193 0.5217 0.4444 0.8395 0.48 0.6705 0.8345
0.2584 0.3516 1365 0.4220 0.7925 0.8506 0.8916 0.4348 0.5263 0.8706 0.4762 0.6632 0.8607
0.33 0.3529 1370 0.4182 0.8019 0.8523 0.9036 0.4348 0.5556 0.8772 0.4878 0.6692 0.8717
0.3917 0.3542 1375 0.3955 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8667
0.3191 0.3555 1380 0.3991 0.8113 0.8621 0.9036 0.4783 0.5789 0.8824 0.5238 0.6909 0.8635
0.3905 0.3568 1385 0.4050 0.8208 0.8636 0.9157 0.4783 0.6111 0.8889 0.5366 0.6970 0.8557
0.4571 0.3581 1390 0.4252 0.8302 0.8652 0.9277 0.4783 0.6471 0.8953 0.55 0.7030 0.8408
0.357 0.3593 1395 0.4189 0.8113 0.8706 0.8916 0.5217 0.5714 0.8810 0.5455 0.7067 0.8368
0.3419 0.3606 1400 0.4606 0.8208 0.8556 0.9277 0.4348 0.625 0.8902 0.5128 0.6812 0.8457
0.4007 0.3619 1405 0.4392 0.8208 0.8556 0.9277 0.4348 0.625 0.8902 0.5128 0.6812 0.8428
0.4297 0.3632 1410 0.4268 0.7925 0.8961 0.8313 0.6522 0.5172 0.8625 0.5769 0.7417 0.8368
0.4061 0.3645 1415 0.4755 0.8208 0.8556 0.9277 0.4348 0.625 0.8902 0.5128 0.6812 0.8428
0.5149 0.3658 1420 0.5147 0.8396 0.8587 0.9518 0.4348 0.7143 0.9029 0.5405 0.6933 0.8360
0.4419 0.3671 1425 0.4734 0.7642 0.8816 0.8072 0.6087 0.4667 0.8428 0.5283 0.7080 0.8148
0.3474 0.3684 1430 0.4946 0.7642 0.8537 0.8434 0.4783 0.4583 0.8485 0.4681 0.6608 0.8138
0.4049 0.3696 1435 0.5312 0.8019 0.8523 0.9036 0.4348 0.5556 0.8772 0.4878 0.6692 0.8106
0.3409 0.3709 1440 0.4621 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8211
0.3742 0.3722 1445 0.4312 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8400
0.3255 0.3735 1450 0.4223 0.7925 0.8506 0.8916 0.4348 0.5263 0.8706 0.4762 0.6632 0.8494
0.3764 0.3748 1455 0.4137 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8465
0.3809 0.3761 1460 0.4233 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8444
0.3825 0.3774 1465 0.4442 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8324
0.4181 0.3787 1470 0.4406 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8274
0.3863 0.3799 1475 0.4323 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.8161
0.387 0.3812 1480 0.4372 0.8019 0.8523 0.9036 0.4348 0.5556 0.8772 0.4878 0.6692 0.8313
0.3617 0.3825 1485 0.4503 0.8019 0.8523 0.9036 0.4348 0.5556 0.8772 0.4878 0.6692 0.8303
0.4169 0.3838 1490 0.4369 0.8019 0.8605 0.8916 0.4783 0.55 0.8757 0.5116 0.6849 0.8326
0.3732 0.3851 1495 0.4392 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8279
0.3829 0.3864 1500 0.4796 0.8019 0.8523 0.9036 0.4348 0.5556 0.8772 0.4878 0.6692 0.8350
0.3228 0.3877 1505 0.4526 0.8019 0.8605 0.8916 0.4783 0.55 0.8757 0.5116 0.6849 0.8292
0.351 0.3890 1510 0.4459 0.7925 0.8675 0.8675 0.5217 0.5217 0.8675 0.5217 0.6946 0.8295
0.3683 0.3903 1515 0.4733 0.7830 0.8488 0.8795 0.4348 0.5 0.8639 0.4651 0.6572 0.8274
0.4787 0.3915 1520 0.4440 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8305
0.3775 0.3928 1525 0.4260 0.7736 0.8734 0.8313 0.5652 0.4815 0.8519 0.52 0.6983 0.8316
0.3532 0.3941 1530 0.4392 0.7925 0.8506 0.8916 0.4348 0.5263 0.8706 0.4762 0.6632 0.8313
0.3849 0.3954 1535 0.4624 0.7925 0.8506 0.8916 0.4348 0.5263 0.8706 0.4762 0.6632 0.8195
0.3986 0.3967 1540 0.4473 0.7830 0.8488 0.8795 0.4348 0.5 0.8639 0.4651 0.6572 0.8130
0.3896 0.3980 1545 0.4312 0.7736 0.8734 0.8313 0.5652 0.4815 0.8519 0.52 0.6983 0.8054
0.3824 0.3993 1550 0.4411 0.7736 0.8642 0.8434 0.5217 0.48 0.8537 0.5 0.6826 0.8072
0.39 0.4006 1555 0.4585 0.7925 0.8675 0.8675 0.5217 0.5217 0.8675 0.5217 0.6946 0.7999
0.4307 0.4018 1560 0.4617 0.7736 0.8734 0.8313 0.5652 0.4815 0.8519 0.52 0.6983 0.7844
0.3549 0.4031 1565 0.4789 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.7732
0.4201 0.4044 1570 0.4882 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.7776
0.3323 0.4057 1575 0.4446 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.8025
0.368 0.4070 1580 0.4269 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.8104
0.3119 0.4083 1585 0.4284 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.8104
0.2785 0.4096 1590 0.4372 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8146
0.3695 0.4109 1595 0.4411 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.8138
0.4673 0.4121 1600 0.4294 0.7830 0.875 0.8434 0.5652 0.5 0.8589 0.5306 0.7043 0.8046
0.3709 0.4134 1605 0.4056 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8229
0.2757 0.4147 1610 0.3944 0.8113 0.8706 0.8916 0.5217 0.5714 0.8810 0.5455 0.7067 0.8379
0.4726 0.4160 1615 0.3853 0.8019 0.8690 0.8795 0.5217 0.5455 0.8743 0.5333 0.7006 0.8353
0.3706 0.4173 1620 0.3792 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8426
0.3712 0.4186 1625 0.3872 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.8371
0.3929 0.4199 1630 0.3960 0.7736 0.8642 0.8434 0.5217 0.48 0.8537 0.5 0.6826 0.8339
0.4415 0.4212 1635 0.4190 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8269
0.4505 0.4224 1640 0.4241 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.8240
0.3605 0.4237 1645 0.4247 0.8113 0.8706 0.8916 0.5217 0.5714 0.8810 0.5455 0.7067 0.8211
0.3376 0.4250 1650 0.4165 0.7925 0.8675 0.8675 0.5217 0.5217 0.8675 0.5217 0.6946 0.8269
0.3626 0.4263 1655 0.4163 0.7642 0.8537 0.8434 0.4783 0.4583 0.8485 0.4681 0.6608 0.8256
0.4566 0.4276 1660 0.4305 0.7642 0.8537 0.8434 0.4783 0.4583 0.8485 0.4681 0.6608 0.8256
0.3425 0.4289 1665 0.4350 0.7547 0.8608 0.8193 0.5217 0.4444 0.8395 0.48 0.6705 0.8130
0.3097 0.4302 1670 0.4532 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8153
0.362 0.4315 1675 0.4223 0.7547 0.8608 0.8193 0.5217 0.4444 0.8395 0.48 0.6705 0.8214
0.3679 0.4328 1680 0.4155 0.7736 0.8642 0.8434 0.5217 0.48 0.8537 0.5 0.6826 0.8290
0.3747 0.4340 1685 0.4403 0.8208 0.8556 0.9277 0.4348 0.625 0.8902 0.5128 0.6812 0.8431
0.3354 0.4353 1690 0.4312 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.8347
0.4381 0.4366 1695 0.4610 0.7358 0.8767 0.7711 0.6087 0.4242 0.8205 0.5 0.6899 0.8174
0.3464 0.4379 1700 0.4602 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8185
0.445 0.4392 1705 0.4788 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8337
0.4122 0.4405 1710 0.4552 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.8214
0.4484 0.4418 1715 0.4529 0.7453 0.8590 0.8072 0.5217 0.4286 0.8323 0.4706 0.6645 0.8135
0.3686 0.4431 1720 0.4680 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8159
0.2491 0.4443 1725 0.4874 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8130
0.3591 0.4456 1730 0.4727 0.7642 0.8537 0.8434 0.4783 0.4583 0.8485 0.4681 0.6608 0.8135
0.292 0.4469 1735 0.4632 0.7642 0.8537 0.8434 0.4783 0.4583 0.8485 0.4681 0.6608 0.8172
0.3797 0.4482 1740 0.4665 0.7642 0.8537 0.8434 0.4783 0.4583 0.8485 0.4681 0.6608 0.8243
0.369 0.4495 1745 0.4686 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.8290
0.3488 0.4508 1750 0.4593 0.7736 0.8642 0.8434 0.5217 0.48 0.8537 0.5 0.6826 0.8219
0.3139 0.4521 1755 0.4617 0.7642 0.8537 0.8434 0.4783 0.4583 0.8485 0.4681 0.6608 0.8188
0.3923 0.4534 1760 0.4622 0.7642 0.8452 0.8554 0.4348 0.4545 0.8503 0.4444 0.6451 0.8198
0.4133 0.4546 1765 0.4615 0.7642 0.8625 0.8313 0.5217 0.4615 0.8466 0.4898 0.6765 0.8059
0.4391 0.4559 1770 0.4763 0.7736 0.8642 0.8434 0.5217 0.48 0.8537 0.5 0.6826 0.8049
0.4564 0.4572 1775 0.4734 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8135
0.3531 0.4585 1780 0.4604 0.7642 0.8452 0.8554 0.4348 0.4545 0.8503 0.4444 0.6451 0.8229
0.3623 0.4598 1785 0.4520 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8269
0.3379 0.4611 1790 0.4527 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.8211
0.3451 0.4624 1795 0.4458 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.8355
0.4038 0.4637 1800 0.4395 0.7642 0.8452 0.8554 0.4348 0.4545 0.8503 0.4444 0.6451 0.8520
0.4238 0.4650 1805 0.4294 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8449
0.3264 0.4662 1810 0.4340 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8366
0.363 0.4675 1815 0.4499 0.7642 0.8537 0.8434 0.4783 0.4583 0.8485 0.4681 0.6608 0.8245
0.323 0.4688 1820 0.4682 0.7642 0.8372 0.8675 0.3913 0.45 0.8521 0.4186 0.6294 0.8167
0.4232 0.4701 1825 0.4903 0.7642 0.8372 0.8675 0.3913 0.45 0.8521 0.4186 0.6294 0.8023
0.3748 0.4714 1830 0.4854 0.7358 0.8313 0.8313 0.3913 0.3913 0.8313 0.3913 0.6113 0.7931
0.3702 0.4727 1835 0.4866 0.7453 0.8333 0.8434 0.3913 0.4091 0.8383 0.4 0.6173 0.7878
0.4 0.4740 1840 0.4862 0.7453 0.8256 0.8554 0.3478 0.4 0.8402 0.3721 0.6016 0.7999
0.4478 0.4753 1845 0.4680 0.7453 0.8256 0.8554 0.3478 0.4 0.8402 0.3721 0.6016 0.8088
0.3324 0.4765 1850 0.4506 0.7453 0.8333 0.8434 0.3913 0.4091 0.8383 0.4 0.6173 0.8216
0.3236 0.4778 1855 0.4331 0.7736 0.8642 0.8434 0.5217 0.48 0.8537 0.5 0.6826 0.8250
0.4003 0.4791 1860 0.4266 0.7830 0.875 0.8434 0.5652 0.5 0.8589 0.5306 0.7043 0.8190
0.409 0.4804 1865 0.4322 0.7830 0.875 0.8434 0.5652 0.5 0.8589 0.5306 0.7043 0.8125
0.3915 0.4817 1870 0.4408 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8127
0.3967 0.4830 1875 0.4401 0.7830 0.875 0.8434 0.5652 0.5 0.8589 0.5306 0.7043 0.8049
0.3366 0.4843 1880 0.4767 0.7547 0.8353 0.8554 0.3913 0.4286 0.8452 0.4091 0.6234 0.8075
0.3221 0.4856 1885 0.4603 0.7642 0.8452 0.8554 0.4348 0.4545 0.8503 0.4444 0.6451 0.8078
0.3676 0.4868 1890 0.4757 0.7642 0.8452 0.8554 0.4348 0.4545 0.8503 0.4444 0.6451 0.7981
0.4209 0.4881 1895 0.4662 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.7881
0.3856 0.4894 1900 0.4590 0.7736 0.8642 0.8434 0.5217 0.48 0.8537 0.5 0.6826 0.7881
0.4125 0.4907 1905 0.4692 0.7547 0.8353 0.8554 0.3913 0.4286 0.8452 0.4091 0.6234 0.8023
0.3665 0.4920 1910 0.4486 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8114
0.4496 0.4933 1915 0.4365 0.7736 0.8831 0.8193 0.6087 0.4828 0.85 0.5385 0.7140 0.8143
0.4129 0.4946 1920 0.4384 0.7736 0.8831 0.8193 0.6087 0.4828 0.85 0.5385 0.7140 0.8172
0.359 0.4959 1925 0.4365 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8256
0.4678 0.4972 1930 0.4502 0.7925 0.8427 0.9036 0.3913 0.5294 0.8721 0.45 0.6475 0.8224
0.3777 0.4984 1935 0.4403 0.8019 0.8605 0.8916 0.4783 0.55 0.8757 0.5116 0.6849 0.8201
0.4947 0.4997 1940 0.4286 0.7736 0.8554 0.8554 0.4783 0.4783 0.8554 0.4783 0.6668 0.8229
0.307 0.5010 1945 0.4363 0.8113 0.8621 0.9036 0.4783 0.5789 0.8824 0.5238 0.6909 0.8245
0.5041 0.5023 1950 0.4896 0.8019 0.8444 0.9157 0.3913 0.5625 0.8786 0.4615 0.6535 0.8358
0.3149 0.5036 1955 0.4453 0.8019 0.8444 0.9157 0.3913 0.5625 0.8786 0.4615 0.6535 0.8282
0.3596 0.5049 1960 0.4251 0.7925 0.8675 0.8675 0.5217 0.5217 0.8675 0.5217 0.6946 0.8201
0.3879 0.5062 1965 0.4174 0.7736 0.8831 0.8193 0.6087 0.4828 0.85 0.5385 0.7140 0.8235
0.3534 0.5075 1970 0.4215 0.7642 0.8452 0.8554 0.4348 0.4545 0.8503 0.4444 0.6451 0.8292
0.3984 0.5087 1975 0.4566 0.7925 0.8427 0.9036 0.3913 0.5294 0.8721 0.45 0.6475 0.8376
0.409 0.5100 1980 0.4236 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.8298
0.4374 0.5113 1985 0.4229 0.7830 0.8846 0.8313 0.6087 0.5 0.8571 0.5490 0.7200 0.8219
0.3983 0.5126 1990 0.4442 0.7925 0.8427 0.9036 0.3913 0.5294 0.8721 0.45 0.6475 0.8324
0.3992 0.5139 1995 0.4352 0.8019 0.8444 0.9157 0.3913 0.5625 0.8786 0.4615 0.6535 0.8410
0.3727 0.5152 2000 0.4142 0.8019 0.8690 0.8795 0.5217 0.5455 0.8743 0.5333 0.7006 0.8421
0.4186 0.5165 2005 0.4188 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.8332
0.3289 0.5178 2010 0.4165 0.7830 0.8659 0.8554 0.5217 0.5 0.8606 0.5106 0.6886 0.8389
0.4272 0.5190 2015 0.4116 0.8019 0.8690 0.8795 0.5217 0.5455 0.8743 0.5333 0.7006 0.8470
0.443 0.5203 2020 0.4057 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8539
0.3619 0.5216 2025 0.4074 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8502
0.3307 0.5229 2030 0.3972 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8408
0.4628 0.5242 2035 0.3915 0.7830 0.875 0.8434 0.5652 0.5 0.8589 0.5306 0.7043 0.8423
0.3377 0.5255 2040 0.4031 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8387
0.3166 0.5268 2045 0.4217 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8418
0.3552 0.5281 2050 0.4098 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.8405
0.3831 0.5293 2055 0.4047 0.7736 0.8831 0.8193 0.6087 0.4828 0.85 0.5385 0.7140 0.8413
0.4161 0.5306 2060 0.4052 0.7736 0.8471 0.8675 0.4348 0.4762 0.8571 0.4545 0.6511 0.8502
0.4014 0.5319 2065 0.4016 0.7736 0.8471 0.8675 0.4348 0.4762 0.8571 0.4545 0.6511 0.8544
0.4483 0.5332 2070 0.4014 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8463
0.3334 0.5345 2075 0.4107 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.8387
0.4037 0.5358 2080 0.4260 0.8019 0.8523 0.9036 0.4348 0.5556 0.8772 0.4878 0.6692 0.8421
0.3176 0.5371 2085 0.4271 0.8019 0.8444 0.9157 0.3913 0.5625 0.8786 0.4615 0.6535 0.8520
0.518 0.5384 2090 0.4006 0.8113 0.8539 0.9157 0.4348 0.5882 0.8837 0.5 0.6752 0.8549
0.4113 0.5397 2095 0.3886 0.8019 0.9079 0.8313 0.6957 0.5333 0.8679 0.6038 0.7635 0.8470
0.3263 0.5409 2100 0.3835 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8413
0.3516 0.5422 2105 0.4170 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8358
0.4771 0.5435 2110 0.4202 0.8113 0.8621 0.9036 0.4783 0.5789 0.8824 0.5238 0.6909 0.8405
0.311 0.5448 2115 0.3821 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8394
0.339 0.5461 2120 0.3820 0.8019 0.8974 0.8434 0.6522 0.5357 0.8696 0.5882 0.7478 0.8405
0.3166 0.5474 2125 0.3789 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8497
0.3817 0.5487 2130 0.3760 0.8302 0.8824 0.9036 0.5652 0.6190 0.8929 0.5909 0.7344 0.8518
0.3357 0.5500 2135 0.3758 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.8520
0.3493 0.5512 2140 0.3703 0.7830 0.8846 0.8313 0.6087 0.5 0.8571 0.5490 0.7200 0.8494
0.3649 0.5525 2145 0.3668 0.8019 0.8974 0.8434 0.6522 0.5357 0.8696 0.5882 0.7478 0.8565
0.3691 0.5538 2150 0.3711 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.8586
0.3547 0.5551 2155 0.3636 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.8630
0.406 0.5564 2160 0.3660 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.8596
0.3927 0.5577 2165 0.3755 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8491
0.3624 0.5590 2170 0.3762 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8447
0.3394 0.5603 2175 0.3746 0.8113 0.8987 0.8554 0.6522 0.5556 0.8765 0.6 0.7538 0.8426
0.5151 0.5615 2180 0.3895 0.8113 0.8795 0.8795 0.5652 0.5652 0.8795 0.5652 0.7224 0.8400
0.4016 0.5628 2185 0.3909 0.7925 0.8588 0.8795 0.4783 0.5238 0.8690 0.5 0.6789 0.8366
0.3249 0.5641 2190 0.3722 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.8381
0.3509 0.5654 2195 0.3628 0.7830 0.875 0.8434 0.5652 0.5 0.8589 0.5306 0.7043 0.8410
0.3403 0.5667 2200 0.3534 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.8539
0.3669 0.5680 2205 0.3511 0.8113 0.8706 0.8916 0.5217 0.5714 0.8810 0.5455 0.7067 0.8628
0.4476 0.5693 2210 0.3511 0.8113 0.8706 0.8916 0.5217 0.5714 0.8810 0.5455 0.7067 0.8656
0.3795 0.5706 2215 0.3411 0.8302 0.9012 0.8795 0.6522 0.6 0.8902 0.625 0.7658 0.8643
0.3915 0.5719 2220 0.3477 0.8208 0.9 0.8675 0.6522 0.5769 0.8834 0.6122 0.7598 0.8594
0.339 0.5731 2225 0.3609 0.8113 0.8795 0.8795 0.5652 0.5652 0.8795 0.5652 0.7224 0.8549
0.4035 0.5744 2230 0.3770 0.8302 0.8824 0.9036 0.5652 0.6190 0.8929 0.5909 0.7344 0.8559
0.3618 0.5757 2235 0.3743 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8531
0.4342 0.5770 2240 0.3833 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8473
0.3444 0.5783 2245 0.3839 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8473
0.3993 0.5796 2250 0.3881 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8559
0.4465 0.5809 2255 0.3718 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8533
0.3707 0.5822 2260 0.3741 0.8019 0.8974 0.8434 0.6522 0.5357 0.8696 0.5882 0.7478 0.8468
0.4075 0.5834 2265 0.3752 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.8470
0.3853 0.5847 2270 0.3762 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.8447
0.3587 0.5860 2275 0.3780 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8368
0.365 0.5873 2280 0.3888 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8303
0.3653 0.5886 2285 0.4008 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.8300
0.4017 0.5899 2290 0.4139 0.8113 0.8621 0.9036 0.4783 0.5789 0.8824 0.5238 0.6909 0.8434
0.4418 0.5912 2295 0.3896 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8397
0.3848 0.5925 2300 0.3833 0.7925 0.8961 0.8313 0.6522 0.5172 0.8625 0.5769 0.7417 0.8397
0.4084 0.5937 2305 0.3778 0.7925 0.8961 0.8313 0.6522 0.5172 0.8625 0.5769 0.7417 0.8442
0.4072 0.5950 2310 0.3758 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8528
0.3804 0.5963 2315 0.3802 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8518
0.3432 0.5976 2320 0.3850 0.8396 0.9024 0.8916 0.6522 0.625 0.8970 0.6383 0.7719 0.8444
0.3243 0.5989 2325 0.3920 0.8302 0.8736 0.9157 0.5217 0.6316 0.8941 0.5714 0.7187 0.8452
0.4471 0.6002 2330 0.4052 0.8208 0.8636 0.9157 0.4783 0.6111 0.8889 0.5366 0.6970 0.8410
0.3628 0.6015 2335 0.4041 0.8113 0.8706 0.8916 0.5217 0.5714 0.8810 0.5455 0.7067 0.8305
0.3623 0.6028 2340 0.4007 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8250
0.3316 0.6041 2345 0.4073 0.7736 0.8642 0.8434 0.5217 0.48 0.8537 0.5 0.6826 0.8216
0.3885 0.6053 2350 0.4200 0.8019 0.8605 0.8916 0.4783 0.55 0.8757 0.5116 0.6849 0.8269
0.3813 0.6066 2355 0.4205 0.7830 0.8571 0.8675 0.4783 0.5 0.8623 0.4889 0.6729 0.8219
0.3198 0.6079 2360 0.4170 0.7736 0.8642 0.8434 0.5217 0.48 0.8537 0.5 0.6826 0.8208
0.367 0.6092 2365 0.4143 0.7736 0.8642 0.8434 0.5217 0.48 0.8537 0.5 0.6826 0.8180
0.2973 0.6105 2370 0.4073 0.8019 0.8690 0.8795 0.5217 0.5455 0.8743 0.5333 0.7006 0.8261
0.4048 0.6118 2375 0.4190 0.8019 0.8605 0.8916 0.4783 0.55 0.8757 0.5116 0.6849 0.8201
0.3653 0.6131 2380 0.4132 0.8113 0.8621 0.9036 0.4783 0.5789 0.8824 0.5238 0.6909 0.8216
0.3945 0.6144 2385 0.3953 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8206
0.3907 0.6156 2390 0.4031 0.8113 0.8706 0.8916 0.5217 0.5714 0.8810 0.5455 0.7067 0.8190
0.4189 0.6169 2395 0.4121 0.8208 0.8636 0.9157 0.4783 0.6111 0.8889 0.5366 0.6970 0.8277
0.3799 0.6182 2400 0.4107 0.8208 0.8556 0.9277 0.4348 0.625 0.8902 0.5128 0.6812 0.8389
0.3065 0.6195 2405 0.3964 0.8208 0.8636 0.9157 0.4783 0.6111 0.8889 0.5366 0.6970 0.8381
0.3595 0.6208 2410 0.3950 0.8396 0.8929 0.9036 0.6087 0.6364 0.8982 0.6222 0.7562 0.8274
0.3519 0.6221 2415 0.3899 0.8491 0.9036 0.9036 0.6522 0.6522 0.9036 0.6522 0.7779 0.8350
0.417 0.6234 2420 0.3786 0.8491 0.9036 0.9036 0.6522 0.6522 0.9036 0.6522 0.7779 0.8376
0.3072 0.6247 2425 0.3765 0.8396 0.9024 0.8916 0.6522 0.625 0.8970 0.6383 0.7719 0.8405
0.3671 0.6259 2430 0.3776 0.8396 0.8837 0.9157 0.5652 0.65 0.8994 0.6047 0.7404 0.8460
0.2975 0.6272 2435 0.3722 0.8396 0.8837 0.9157 0.5652 0.65 0.8994 0.6047 0.7404 0.8483
0.2902 0.6285 2440 0.3701 0.8396 0.8837 0.9157 0.5652 0.65 0.8994 0.6047 0.7404 0.8504
0.3622 0.6298 2445 0.3700 0.8302 0.8736 0.9157 0.5217 0.6316 0.8941 0.5714 0.7187 0.8494
0.285 0.6311 2450 0.3623 0.8396 0.8837 0.9157 0.5652 0.65 0.8994 0.6047 0.7404 0.8557
0.3275 0.6324 2455 0.3658 0.8302 0.8736 0.9157 0.5217 0.6316 0.8941 0.5714 0.7187 0.8580
0.2939 0.6337 2460 0.3665 0.8302 0.8736 0.9157 0.5217 0.6316 0.8941 0.5714 0.7187 0.8546
0.3868 0.6350 2465 0.3684 0.8396 0.875 0.9277 0.5217 0.6667 0.9006 0.5854 0.7247 0.8588
0.4034 0.6362 2470 0.3632 0.8396 0.8837 0.9157 0.5652 0.65 0.8994 0.6047 0.7404 0.8583
0.4209 0.6375 2475 0.3566 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8502
0.3112 0.6388 2480 0.3631 0.8302 0.8824 0.9036 0.5652 0.6190 0.8929 0.5909 0.7344 0.8468
0.3883 0.6401 2485 0.3703 0.8396 0.8837 0.9157 0.5652 0.65 0.8994 0.6047 0.7404 0.8452
0.3924 0.6414 2490 0.3628 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8431
0.3667 0.6427 2495 0.3603 0.8302 0.9012 0.8795 0.6522 0.6 0.8902 0.625 0.7658 0.8366
0.3007 0.6440 2500 0.3553 0.8302 0.9012 0.8795 0.6522 0.6 0.8902 0.625 0.7658 0.8366
0.323 0.6453 2505 0.3501 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8463
0.414 0.6466 2510 0.3461 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8567
0.309 0.6478 2515 0.3402 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8588
0.4538 0.6491 2520 0.3454 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8567
0.3446 0.6504 2525 0.3487 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8512
0.2919 0.6517 2530 0.3564 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8470
0.3749 0.6530 2535 0.3546 0.8396 0.9024 0.8916 0.6522 0.625 0.8970 0.6383 0.7719 0.8504
0.41 0.6543 2540 0.3556 0.8396 0.9024 0.8916 0.6522 0.625 0.8970 0.6383 0.7719 0.8455
0.3521 0.6556 2545 0.3595 0.8302 0.9012 0.8795 0.6522 0.6 0.8902 0.625 0.7658 0.8413
0.3023 0.6569 2550 0.3597 0.8396 0.9024 0.8916 0.6522 0.625 0.8970 0.6383 0.7719 0.8452
0.2792 0.6581 2555 0.3607 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8525
0.3942 0.6594 2560 0.3663 0.8396 0.8929 0.9036 0.6087 0.6364 0.8982 0.6222 0.7562 0.8599
0.3374 0.6607 2565 0.3558 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8620
0.3737 0.6620 2570 0.3517 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8609
0.3851 0.6633 2575 0.3539 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8570
0.3487 0.6646 2580 0.3593 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8518
0.3629 0.6659 2585 0.3626 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8473
0.3885 0.6672 2590 0.3624 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8489
0.3311 0.6684 2595 0.3664 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8544
0.2935 0.6697 2600 0.3698 0.8396 0.8837 0.9157 0.5652 0.65 0.8994 0.6047 0.7404 0.8625
0.3712 0.6710 2605 0.3649 0.8302 0.8824 0.9036 0.5652 0.6190 0.8929 0.5909 0.7344 0.8664
0.3753 0.6723 2610 0.3631 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8528
0.3882 0.6736 2615 0.3698 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8436
0.3426 0.6749 2620 0.3746 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8337
0.3478 0.6762 2625 0.3793 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8337
0.2771 0.6775 2630 0.3799 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8316
0.3544 0.6788 2635 0.3767 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8368
0.2877 0.6800 2640 0.3638 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8376
0.3167 0.6813 2645 0.3583 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8486
0.3406 0.6826 2650 0.3507 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8528
0.3308 0.6839 2655 0.3466 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8552
0.3585 0.6852 2660 0.3507 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8546
0.3499 0.6865 2665 0.3521 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8515
0.29 0.6878 2670 0.3552 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8539
0.3344 0.6891 2675 0.3511 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8523
0.3095 0.6903 2680 0.3512 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8518
0.2979 0.6916 2685 0.3485 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8541
0.3544 0.6929 2690 0.3485 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8523
0.3552 0.6942 2695 0.3533 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8552
0.3503 0.6955 2700 0.3553 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8541
0.4327 0.6968 2705 0.3568 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8447
0.3291 0.6981 2710 0.3567 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8460
0.4262 0.6994 2715 0.3565 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8439
0.3417 0.7006 2720 0.3572 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8410
0.3901 0.7019 2725 0.3577 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.8455
0.2891 0.7032 2730 0.3615 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8439
0.3797 0.7045 2735 0.3566 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8415
0.3207 0.7058 2740 0.3577 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8408
0.384 0.7071 2745 0.3621 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8394
0.3982 0.7084 2750 0.3580 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8447
0.3197 0.7097 2755 0.3479 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8494
0.3578 0.7110 2760 0.3456 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8473
0.4179 0.7122 2765 0.3414 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8536
0.3662 0.7135 2770 0.3426 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8549
0.364 0.7148 2775 0.3424 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8549
0.2961 0.7161 2780 0.3450 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8523
0.2907 0.7174 2785 0.3551 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8541
0.3462 0.7187 2790 0.3501 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8518
0.34 0.7200 2795 0.3464 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8497
0.4377 0.7213 2800 0.3492 0.7830 0.8846 0.8313 0.6087 0.5 0.8571 0.5490 0.7200 0.8483
0.3208 0.7225 2805 0.3494 0.7830 0.8846 0.8313 0.6087 0.5 0.8571 0.5490 0.7200 0.8481
0.376 0.7238 2810 0.3519 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8504
0.3776 0.7251 2815 0.3520 0.7830 0.8846 0.8313 0.6087 0.5 0.8571 0.5490 0.7200 0.8457
0.3937 0.7264 2820 0.3534 0.7830 0.8846 0.8313 0.6087 0.5 0.8571 0.5490 0.7200 0.8486
0.2952 0.7277 2825 0.3538 0.7830 0.8846 0.8313 0.6087 0.5 0.8571 0.5490 0.7200 0.8413
0.3145 0.7290 2830 0.3521 0.7830 0.8846 0.8313 0.6087 0.5 0.8571 0.5490 0.7200 0.8491
0.2935 0.7303 2835 0.3532 0.7830 0.8846 0.8313 0.6087 0.5 0.8571 0.5490 0.7200 0.8489
0.4534 0.7316 2840 0.3519 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8502
0.3785 0.7328 2845 0.3491 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.8525
0.5202 0.7341 2850 0.3509 0.8113 0.8795 0.8795 0.5652 0.5652 0.8795 0.5652 0.7224 0.8565
0.3548 0.7354 2855 0.3465 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.8562
0.4656 0.7367 2860 0.3451 0.8113 0.8987 0.8554 0.6522 0.5556 0.8765 0.6 0.7538 0.8559
0.2554 0.7380 2865 0.3450 0.8019 0.8974 0.8434 0.6522 0.5357 0.8696 0.5882 0.7478 0.8520
0.4042 0.7393 2870 0.3496 0.8113 0.8987 0.8554 0.6522 0.5556 0.8765 0.6 0.7538 0.8504
0.3638 0.7406 2875 0.3528 0.8113 0.8795 0.8795 0.5652 0.5652 0.8795 0.5652 0.7224 0.8515
0.3335 0.7419 2880 0.3514 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8552
0.3335 0.7431 2885 0.3466 0.7925 0.8765 0.8554 0.5652 0.52 0.8659 0.5417 0.7103 0.8549
0.4437 0.7444 2890 0.3438 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8544
0.4044 0.7457 2895 0.3457 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8523
0.3311 0.7470 2900 0.3418 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8578
0.3923 0.7483 2905 0.3451 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8562
0.3546 0.7496 2910 0.3465 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8591
0.3257 0.7509 2915 0.3479 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8546
0.3577 0.7522 2920 0.3491 0.8113 0.8795 0.8795 0.5652 0.5652 0.8795 0.5652 0.7224 0.8578
0.4153 0.7535 2925 0.3500 0.8396 0.8837 0.9157 0.5652 0.65 0.8994 0.6047 0.7404 0.8557
0.3957 0.7547 2930 0.3519 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8565
0.3124 0.7560 2935 0.3493 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8575
0.3218 0.7573 2940 0.3464 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8596
0.3451 0.7586 2945 0.3472 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8633
0.357 0.7599 2950 0.3508 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8594
0.377 0.7612 2955 0.3505 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8565
0.3471 0.7625 2960 0.3521 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8523
0.3357 0.7638 2965 0.3565 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8518
0.3686 0.7650 2970 0.3568 0.8302 0.8824 0.9036 0.5652 0.6190 0.8929 0.5909 0.7344 0.8567
0.3744 0.7663 2975 0.3610 0.8302 0.8824 0.9036 0.5652 0.6190 0.8929 0.5909 0.7344 0.8549
0.4041 0.7676 2980 0.3644 0.8491 0.8851 0.9277 0.5652 0.6842 0.9059 0.6190 0.7465 0.8539
0.3667 0.7689 2985 0.3706 0.8491 0.8851 0.9277 0.5652 0.6842 0.9059 0.6190 0.7465 0.8531
0.4215 0.7702 2990 0.3681 0.8396 0.8837 0.9157 0.5652 0.65 0.8994 0.6047 0.7404 0.8486
0.3587 0.7715 2995 0.3705 0.8302 0.8824 0.9036 0.5652 0.6190 0.8929 0.5909 0.7344 0.8478
0.4054 0.7728 3000 0.3638 0.8302 0.8824 0.9036 0.5652 0.6190 0.8929 0.5909 0.7344 0.8486
0.287 0.7741 3005 0.3580 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8510
0.4415 0.7753 3010 0.3589 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8559
0.3393 0.7766 3015 0.3525 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8591
0.2939 0.7779 3020 0.3506 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8578
0.3616 0.7792 3025 0.3514 0.8302 0.8824 0.9036 0.5652 0.6190 0.8929 0.5909 0.7344 0.8570
0.3559 0.7805 3030 0.3520 0.8302 0.8824 0.9036 0.5652 0.6190 0.8929 0.5909 0.7344 0.8604
0.3894 0.7818 3035 0.3513 0.8302 0.8824 0.9036 0.5652 0.6190 0.8929 0.5909 0.7344 0.8612
0.3444 0.7831 3040 0.3449 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8620
0.408 0.7844 3045 0.3436 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8625
0.3642 0.7857 3050 0.3444 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8596
0.3155 0.7869 3055 0.3493 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8617
0.3842 0.7882 3060 0.3510 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8604
0.3082 0.7895 3065 0.3522 0.8019 0.8780 0.8675 0.5652 0.5417 0.8727 0.5532 0.7163 0.8599
0.3717 0.7908 3070 0.3464 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8604
0.3096 0.7921 3075 0.3478 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8586
0.3636 0.7934 3080 0.3493 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8586
0.3232 0.7947 3085 0.3457 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8620
0.3229 0.7960 3090 0.3477 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8604
0.3676 0.7972 3095 0.3493 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8614
0.3895 0.7985 3100 0.3498 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8607
0.3415 0.7998 3105 0.3509 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8580
0.3485 0.8011 3110 0.3545 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8544
0.3774 0.8024 3115 0.3539 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8562
0.2863 0.8037 3120 0.3526 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8557
0.3466 0.8050 3125 0.3494 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8575
0.316 0.8063 3130 0.3494 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8541
0.356 0.8075 3135 0.3501 0.8019 0.8974 0.8434 0.6522 0.5357 0.8696 0.5882 0.7478 0.8518
0.5076 0.8088 3140 0.3517 0.8019 0.8974 0.8434 0.6522 0.5357 0.8696 0.5882 0.7478 0.8510
0.3957 0.8101 3145 0.3561 0.8019 0.8974 0.8434 0.6522 0.5357 0.8696 0.5882 0.7478 0.8518
0.4545 0.8114 3150 0.3552 0.8302 0.9012 0.8795 0.6522 0.6 0.8902 0.625 0.7658 0.8518
0.4334 0.8127 3155 0.3568 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8559
0.4043 0.8140 3160 0.3536 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8583
0.3185 0.8153 3165 0.3516 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8604
0.3244 0.8166 3170 0.3528 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8620
0.3173 0.8179 3175 0.3509 0.8396 0.8929 0.9036 0.6087 0.6364 0.8982 0.6222 0.7562 0.8664
0.3081 0.8191 3180 0.3507 0.8396 0.8929 0.9036 0.6087 0.6364 0.8982 0.6222 0.7562 0.8672
0.3916 0.8204 3185 0.3503 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8677
0.4489 0.8217 3190 0.3513 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8667
0.4338 0.8230 3195 0.3499 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8649
0.3591 0.8243 3200 0.3497 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8638
0.3575 0.8256 3205 0.3488 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8614
0.3281 0.8269 3210 0.3517 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8625
0.2876 0.8282 3215 0.3482 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8646
0.318 0.8294 3220 0.3503 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8662
0.4043 0.8307 3225 0.3543 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8638
0.3692 0.8320 3230 0.3615 0.8113 0.8795 0.8795 0.5652 0.5652 0.8795 0.5652 0.7224 0.8622
0.3701 0.8333 3235 0.3643 0.8302 0.8824 0.9036 0.5652 0.6190 0.8929 0.5909 0.7344 0.8588
0.3676 0.8346 3240 0.3603 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8578
0.3506 0.8359 3245 0.3620 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8567
0.362 0.8372 3250 0.3653 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8541
0.3282 0.8385 3255 0.3651 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8531
0.4167 0.8397 3260 0.3632 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8504
0.295 0.8410 3265 0.3643 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8476
0.3269 0.8423 3270 0.3618 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8531
0.3829 0.8436 3275 0.3616 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8518
0.3808 0.8449 3280 0.3618 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8518
0.3659 0.8462 3285 0.3614 0.8113 0.8987 0.8554 0.6522 0.5556 0.8765 0.6 0.7538 0.8512
0.3357 0.8475 3290 0.3608 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8518
0.3442 0.8488 3295 0.3591 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8536
0.3833 0.8500 3300 0.3592 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8520
0.3345 0.8513 3305 0.3611 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8525
0.3872 0.8526 3310 0.3648 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8533
0.3772 0.8539 3315 0.3669 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8533
0.3773 0.8552 3320 0.3635 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8525
0.3356 0.8565 3325 0.3653 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8504
0.4061 0.8578 3330 0.3646 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8507
0.3801 0.8591 3335 0.3640 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8525
0.3012 0.8604 3340 0.3608 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8562
0.4017 0.8616 3345 0.3629 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8528
0.3119 0.8629 3350 0.3600 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8573
0.3377 0.8642 3355 0.3583 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8570
0.2576 0.8655 3360 0.3586 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8570
0.4625 0.8668 3365 0.3574 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8588
0.322 0.8681 3370 0.3565 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8620
0.3737 0.8694 3375 0.3571 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8622
0.3401 0.8707 3380 0.3550 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8604
0.3528 0.8719 3385 0.3544 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8612
0.3853 0.8732 3390 0.3548 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8620
0.3358 0.8745 3395 0.3536 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8625
0.3221 0.8758 3400 0.3559 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8609
0.3518 0.8771 3405 0.3594 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8607
0.4479 0.8784 3410 0.3577 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8570
0.3277 0.8797 3415 0.3563 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8583
0.3854 0.8810 3420 0.3566 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8586
0.2981 0.8822 3425 0.3570 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8591
0.3804 0.8835 3430 0.3562 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8594
0.3731 0.8848 3435 0.3546 0.7925 0.8861 0.8434 0.6087 0.5185 0.8642 0.56 0.7260 0.8578
0.3936 0.8861 3440 0.3535 0.8019 0.8875 0.8554 0.6087 0.5385 0.8712 0.5714 0.7321 0.8604
0.3721 0.8874 3445 0.3548 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8588
0.3691 0.8887 3450 0.3568 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8557
0.3477 0.8900 3455 0.3574 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8570
0.3801 0.8913 3460 0.3576 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8607
0.3904 0.8926 3465 0.3567 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8612
0.3119 0.8938 3470 0.3568 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8609
0.3792 0.8951 3475 0.3568 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8575
0.2897 0.8964 3480 0.3561 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8607
0.3825 0.8977 3485 0.3562 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8594
0.3778 0.8990 3490 0.3582 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8583
0.3085 0.9003 3495 0.3612 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8575
0.3816 0.9016 3500 0.3594 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8591
0.4107 0.9029 3505 0.3614 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8580
0.4265 0.9041 3510 0.3583 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8580
0.4062 0.9054 3515 0.3610 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8544
0.3572 0.9067 3520 0.3611 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8559
0.3939 0.9080 3525 0.3617 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8533
0.2597 0.9093 3530 0.3611 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8531
0.368 0.9106 3535 0.3588 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8567
0.4207 0.9119 3540 0.3591 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8518
0.305 0.9132 3545 0.3580 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8533
0.298 0.9144 3550 0.3583 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8510
0.4342 0.9157 3555 0.3607 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8499
0.3296 0.9170 3560 0.3554 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8580
0.3704 0.9183 3565 0.3591 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8528
0.3423 0.9196 3570 0.3561 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8562
0.4313 0.9209 3575 0.3560 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8549
0.4521 0.9222 3580 0.3546 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8575
0.315 0.9235 3585 0.3595 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8570
0.3449 0.9248 3590 0.3583 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8586
0.2827 0.9260 3595 0.3552 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8599
0.3733 0.9273 3600 0.3566 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8594
0.3687 0.9286 3605 0.3535 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8607
0.3641 0.9299 3610 0.3546 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8594
0.3533 0.9312 3615 0.3512 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8594
0.3156 0.9325 3620 0.3535 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8588
0.3224 0.9338 3625 0.3525 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8643
0.3891 0.9351 3630 0.3546 0.8113 0.8795 0.8795 0.5652 0.5652 0.8795 0.5652 0.7224 0.8596
0.3363 0.9363 3635 0.3564 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8578
0.3987 0.9376 3640 0.3558 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8609
0.3308 0.9389 3645 0.3521 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8625
0.3764 0.9402 3650 0.3532 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8599
0.3667 0.9415 3655 0.3532 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8609
0.4736 0.9428 3660 0.3556 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8620
0.4006 0.9441 3665 0.3530 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8609
0.3148 0.9454 3670 0.3525 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8580
0.4209 0.9466 3675 0.3542 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8599
0.422 0.9479 3680 0.3544 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8549
0.3193 0.9492 3685 0.3528 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8617
0.3472 0.9505 3690 0.3534 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8599
0.3257 0.9518 3695 0.3521 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8599
0.3029 0.9531 3700 0.3525 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8622
0.3605 0.9544 3705 0.3514 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8591
0.3382 0.9557 3710 0.3533 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8588
0.4264 0.9570 3715 0.3541 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8601
0.4044 0.9582 3720 0.3545 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8601
0.3554 0.9595 3725 0.3522 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8607
0.3931 0.9608 3730 0.3540 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8594
0.3336 0.9621 3735 0.3552 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8580
0.4598 0.9634 3740 0.3542 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8588
0.3266 0.9647 3745 0.3551 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8591
0.2976 0.9660 3750 0.3534 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8625
0.3281 0.9673 3755 0.3536 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8588
0.3347 0.9685 3760 0.3547 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8578
0.4077 0.9698 3765 0.3525 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8601
0.404 0.9711 3770 0.3539 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8601
0.3069 0.9724 3775 0.3548 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8570
0.3813 0.9737 3780 0.3528 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8578
0.3177 0.9750 3785 0.3520 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8617
0.3552 0.9763 3790 0.3532 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8609
0.4038 0.9776 3795 0.3546 0.8113 0.8795 0.8795 0.5652 0.5652 0.8795 0.5652 0.7224 0.8573
0.3405 0.9788 3800 0.3543 0.8113 0.8795 0.8795 0.5652 0.5652 0.8795 0.5652 0.7224 0.8591
0.2899 0.9801 3805 0.3538 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8609
0.3819 0.9814 3810 0.3542 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8562
0.3832 0.9827 3815 0.3556 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8594
0.394 0.9840 3820 0.3543 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8620
0.4245 0.9853 3825 0.3557 0.8208 0.8810 0.8916 0.5652 0.5909 0.8862 0.5778 0.7284 0.8588
0.3223 0.9866 3830 0.3561 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8552
0.3911 0.9879 3835 0.3540 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8620
0.3252 0.9891 3840 0.3528 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8625
0.4 0.9904 3845 0.3518 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8583
0.3918 0.9917 3850 0.3529 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8599
0.3462 0.9930 3855 0.3526 0.8113 0.8889 0.8675 0.6087 0.56 0.8780 0.5833 0.7381 0.8612
0.4409 0.9943 3860 0.3547 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8596
0.3371 0.9956 3865 0.3552 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8575
0.3986 0.9969 3870 0.3513 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8643
0.2944 0.9982 3875 0.3513 0.8208 0.8902 0.8795 0.6087 0.5833 0.8848 0.5957 0.7441 0.8630
0.342 0.9995 3880 0.3540 0.8302 0.8916 0.8916 0.6087 0.6087 0.8916 0.6087 0.7501 0.8591

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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