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mmlu_noaugs_llamabase_lora

PEFT
Safetensors
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metadata
base_model: meta-llama/Llama-3.1-8B-Instruct
library_name: peft
license: llama3.1
tags:
  - generated_from_trainer
model-index:
  - name: mmlu_noaugs_llamabase_lora
    results: []

mmlu_noaugs_llamabase_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: 0.2476
  • Prm accuracy: 0.8968
  • Prm precision: 0.9052
  • Prm recall: 0.9813
  • Prm specificty: 0.4211
  • Prm npv: 0.8
  • Prm f1: 0.9417
  • Prm f1 neg: 0.5517
  • Prm f1 auc: 0.7012
  • Prm f1 auc (fixed): 0.9319

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.0001
  • train_batch_size: 2
  • eval_batch_size: 4
  • seed: 908932403
  • distributed_type: multi-GPU
  • num_devices: 8
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 32
  • total_eval_batch_size: 32
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 1

Training results

Training Loss Epoch Step Validation Loss Prm accuracy Prm precision Prm recall Prm specificty Prm npv Prm f1 Prm f1 neg Prm f1 auc Prm f1 auc (fixed)
No log 0 0 5.1042 0.1508 0.0 0.0 1.0 0.1508 0.0 0.2621 0.5 0.5034
3.5586 0.0020 5 5.1021 0.1508 0.0 0.0 1.0 0.1508 0.0 0.2621 0.5 0.5027
3.5596 0.0040 10 5.0229 0.1508 0.0 0.0 1.0 0.1508 0.0 0.2621 0.5 0.5069
3.4512 0.0059 15 4.7937 0.1508 0.0 0.0 1.0 0.1508 0.0 0.2621 0.5 0.5049
2.894 0.0079 20 4.1833 0.1508 0.0 0.0 1.0 0.1508 0.0 0.2621 0.5 0.5002
1.2933 0.0099 25 2.5885 0.1984 0.8 0.0748 0.8947 0.1466 0.1368 0.2519 0.4848 0.4788
0.5383 0.0119 30 1.1531 0.6429 0.81 0.7570 0.0 0.0 0.7826 0.0 0.3785 0.4592
0.4477 0.0139 35 0.8378 0.7222 0.8273 0.8505 0.0 0.0 0.8387 0.0 0.4252 0.4899
0.3996 0.0158 40 0.7927 0.6349 0.8144 0.7383 0.0526 0.0345 0.7745 0.0417 0.3955 0.5243
0.3229 0.0178 45 0.6333 0.7222 0.8333 0.8411 0.0526 0.0556 0.8372 0.0541 0.4469 0.5553
0.3174 0.0198 50 0.5189 0.8333 0.8468 0.9813 0.0 0.0 0.9091 0.0 0.4907 0.6090
0.3652 0.0218 55 0.4620 0.8413 0.8537 0.9813 0.0526 0.3333 0.9130 0.0909 0.5170 0.6328
0.4152 0.0237 60 0.4495 0.8413 0.8537 0.9813 0.0526 0.3333 0.9130 0.0909 0.5170 0.6520
0.4165 0.0257 65 0.4258 0.8571 0.856 1.0 0.0526 1.0 0.9224 0.1 0.5263 0.6874
0.2842 0.0277 70 0.4152 0.8492 0.8548 0.9907 0.0526 0.5 0.9177 0.0952 0.5216 0.6913
0.3106 0.0297 75 0.4034 0.8413 0.8537 0.9813 0.0526 0.3333 0.9130 0.0909 0.5170 0.6975
0.294 0.0317 80 0.4234 0.8571 0.856 1.0 0.0526 1.0 0.9224 0.1 0.5263 0.7120
0.3158 0.0336 85 0.3841 0.8492 0.8548 0.9907 0.0526 0.5 0.9177 0.0952 0.5216 0.7275
0.4256 0.0356 90 0.4285 0.8571 0.856 1.0 0.0526 1.0 0.9224 0.1 0.5263 0.7356
0.1175 0.0376 95 0.3971 0.8571 0.856 1.0 0.0526 1.0 0.9224 0.1 0.5263 0.7386
0.2182 0.0396 100 0.3895 0.8571 0.8618 0.9907 0.1053 0.6667 0.9217 0.1818 0.5480 0.7516
0.2952 0.0416 105 0.3997 0.8571 0.8618 0.9907 0.1053 0.6667 0.9217 0.1818 0.5480 0.7804
0.3356 0.0435 110 0.4005 0.8571 0.8618 0.9907 0.1053 0.6667 0.9217 0.1818 0.5480 0.7946
0.1921 0.0455 115 0.3910 0.8571 0.8618 0.9907 0.1053 0.6667 0.9217 0.1818 0.5480 0.7890
0.2915 0.0475 120 0.3566 0.8571 0.8739 0.9720 0.2105 0.5714 0.9204 0.3077 0.5912 0.7954
0.2589 0.0495 125 0.4049 0.8571 0.856 1.0 0.0526 1.0 0.9224 0.1 0.5263 0.8212
0.204 0.0514 130 0.3419 0.8651 0.875 0.9813 0.2105 0.6667 0.9251 0.32 0.5959 0.8175
0.2886 0.0534 135 0.4007 0.8571 0.8618 0.9907 0.1053 0.6667 0.9217 0.1818 0.5480 0.8123
0.2604 0.0554 140 0.3428 0.8651 0.8879 0.9626 0.3158 0.6 0.9238 0.4138 0.6392 0.8232
0.2017 0.0574 145 0.4089 0.8571 0.8618 0.9907 0.1053 0.6667 0.9217 0.1818 0.5480 0.8315
0.2315 0.0594 150 0.3350 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.6006 0.8308
0.2868 0.0613 155 0.3712 0.8651 0.8689 0.9907 0.1579 0.75 0.9258 0.2609 0.5743 0.8360
0.2975 0.0633 160 0.3474 0.8571 0.8678 0.9813 0.1579 0.6 0.9211 0.25 0.5696 0.8202
0.239 0.0653 165 0.3818 0.8651 0.8689 0.9907 0.1579 0.75 0.9258 0.2609 0.5743 0.8163
0.2298 0.0673 170 0.375 0.8651 0.8689 0.9907 0.1579 0.75 0.9258 0.2609 0.5743 0.8278
0.2153 0.0693 175 0.3604 0.8651 0.8689 0.9907 0.1579 0.75 0.9258 0.2609 0.5743 0.8510
0.2646 0.0712 180 0.3209 0.8730 0.8957 0.9626 0.3684 0.6364 0.9279 0.4667 0.6655 0.8623
0.2527 0.0732 185 0.3151 0.8651 0.875 0.9813 0.2105 0.6667 0.9251 0.32 0.5959 0.8610
0.2401 0.0752 190 0.3287 0.8571 0.8678 0.9813 0.1579 0.6 0.9211 0.25 0.5696 0.8431
0.2773 0.0772 195 0.3184 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.6485 0.8382
0.2678 0.0791 200 0.3359 0.8571 0.8678 0.9813 0.1579 0.6 0.9211 0.25 0.5696 0.8455
0.3147 0.0811 205 0.3180 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.6485 0.8542
0.4339 0.0831 210 0.3448 0.8651 0.8689 0.9907 0.1579 0.75 0.9258 0.2609 0.5743 0.8613
0.3083 0.0851 215 0.3160 0.8730 0.9099 0.9439 0.4737 0.6 0.9266 0.5294 0.7088 0.8455
0.2174 0.0871 220 0.3269 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.6006 0.8564
0.2564 0.0890 225 0.3187 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.6532 0.8470
0.2363 0.0910 230 0.3174 0.8651 0.8689 0.9907 0.1579 0.75 0.9258 0.2609 0.5743 0.8583
0.1932 0.0930 235 0.3140 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.6269 0.8515
0.2705 0.0950 240 0.3017 0.8730 0.9099 0.9439 0.4737 0.6 0.9266 0.5294 0.7088 0.8571
0.2385 0.0970 245 0.3461 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.6006 0.8532
0.2374 0.0989 250 0.3276 0.8810 0.9107 0.9533 0.4737 0.6429 0.9315 0.5455 0.7135 0.8384
0.1895 0.1009 255 0.3765 0.8651 0.8629 1.0 0.1053 1.0 0.9264 0.1905 0.5526 0.8610
0.2399 0.1029 260 0.3144 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.6532 0.8596
0.2882 0.1049 265 0.3055 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.6269 0.8571
0.2001 0.1068 270 0.3245 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.6006 0.8468
0.3035 0.1088 275 0.3040 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8436
0.1815 0.1108 280 0.3353 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.6006 0.8637
0.2318 0.1128 285 0.2986 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.6702 0.8424
0.1622 0.1148 290 0.3303 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.6269 0.8379
0.2673 0.1167 295 0.3165 0.8651 0.9018 0.9439 0.4211 0.5714 0.9224 0.4848 0.6825 0.8261
0.2208 0.1187 300 0.3674 0.8730 0.8699 1.0 0.1579 1.0 0.9304 0.2727 0.5789 0.8394
0.2161 0.1207 305 0.3055 0.8651 0.9018 0.9439 0.4211 0.5714 0.9224 0.4848 0.6825 0.8394
0.2535 0.1227 310 0.3549 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.6532 0.8384
0.211 0.1247 315 0.3117 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8374
0.1955 0.1266 320 0.3258 0.8730 0.8824 0.9813 0.2632 0.7143 0.9292 0.3846 0.6222 0.8500
0.1921 0.1286 325 0.2997 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.6702 0.8549
0.2789 0.1306 330 0.3153 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.6006 0.8591
0.2284 0.1326 335 0.2934 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.8581
0.2548 0.1345 340 0.3239 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.6269 0.8706
0.216 0.1365 345 0.2907 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8753
0.2371 0.1385 350 0.3369 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.6269 0.8598
0.2502 0.1405 355 0.3207 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.6485 0.8364
0.2213 0.1425 360 0.3064 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.6485 0.8266
0.1756 0.1444 365 0.3125 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.8519
0.3004 0.1464 370 0.3199 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.6532 0.8716
0.2268 0.1484 375 0.3114 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.6006 0.8701
0.1889 0.1504 380 0.2903 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8704
0.228 0.1524 385 0.3068 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8763
0.1713 0.1543 390 0.2810 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.8716
0.345 0.1563 395 0.3201 0.8651 0.8689 0.9907 0.1579 0.75 0.9258 0.2609 0.5743 0.8724
0.1982 0.1583 400 0.2874 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8546
0.2288 0.1603 405 0.2906 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.6269 0.8652
0.2509 0.1622 410 0.2913 0.8810 0.9035 0.9626 0.4211 0.6667 0.9321 0.5161 0.6918 0.8687
0.1724 0.1642 415 0.3291 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.6006 0.8546
0.1448 0.1662 420 0.3218 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.8428
0.1781 0.1682 425 0.3226 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8539
0.1436 0.1702 430 0.3036 0.8968 0.9123 0.9720 0.4737 0.75 0.9412 0.5806 0.7228 0.8657
0.2191 0.1721 435 0.3273 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.6006 0.8704
0.2608 0.1741 440 0.2902 0.8889 0.9115 0.9626 0.4737 0.6923 0.9364 0.5625 0.7182 0.8598
0.1206 0.1761 445 0.3444 0.8651 0.8689 0.9907 0.1579 0.75 0.9258 0.2609 0.5743 0.8620
0.188 0.1781 450 0.3073 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.8620
0.2284 0.1801 455 0.3105 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8532
0.2169 0.1820 460 0.3042 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8468
0.2142 0.1840 465 0.3519 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.6269 0.8650
0.2361 0.1860 470 0.3061 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.8689
0.2079 0.1880 475 0.3222 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.6006 0.8672
0.2033 0.1899 480 0.3071 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.6269 0.8608
0.3038 0.1919 485 0.3200 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.6006 0.8667
0.132 0.1939 490 0.3118 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.6532 0.8652
0.2147 0.1959 495 0.3252 0.8810 0.8898 0.9813 0.3158 0.75 0.9333 0.4444 0.6485 0.8569
0.2216 0.1979 500 0.3043 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.8613
0.157 0.1998 505 0.3992 0.8571 0.8618 0.9907 0.1053 0.6667 0.9217 0.1818 0.5480 0.8603
0.2009 0.2018 510 0.3239 0.8651 0.8947 0.9533 0.3684 0.5833 0.9231 0.4516 0.6608 0.8500
0.1752 0.2038 515 0.3304 0.8651 0.8947 0.9533 0.3684 0.5833 0.9231 0.4516 0.6608 0.8674
0.1819 0.2058 520 0.3360 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.6439 0.8719
0.1659 0.2078 525 0.3467 0.8810 0.9035 0.9626 0.4211 0.6667 0.9321 0.5161 0.6918 0.8645
0.1608 0.2097 530 0.3483 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8645
0.1853 0.2117 535 0.3020 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8704
0.1733 0.2137 540 0.3047 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.8608
0.2449 0.2157 545 0.3027 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8630
0.1253 0.2176 550 0.3196 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8606
0.3692 0.2196 555 0.3180 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8645
0.1696 0.2216 560 0.3035 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8665
0.1643 0.2236 565 0.3624 0.8651 0.8689 0.9907 0.1579 0.75 0.9258 0.2609 0.5743 0.8792
0.1572 0.2256 570 0.3107 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.8748
0.1456 0.2275 575 0.3508 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.6006 0.8701
0.1231 0.2295 580 0.3221 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8687
0.1408 0.2315 585 0.3179 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.8746
0.2118 0.2335 590 0.2976 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8736
0.2414 0.2355 595 0.3357 0.8651 0.8689 0.9907 0.1579 0.75 0.9258 0.2609 0.5743 0.8623
0.2222 0.2374 600 0.2980 0.8810 0.9035 0.9626 0.4211 0.6667 0.9321 0.5161 0.6918 0.8527
0.1665 0.2394 605 0.3632 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8460
0.2406 0.2414 610 0.3882 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8431
0.2064 0.2434 615 0.3037 0.8810 0.9035 0.9626 0.4211 0.6667 0.9321 0.5161 0.6918 0.8428
0.1954 0.2454 620 0.3296 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8438
0.1802 0.2473 625 0.3403 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.8524
0.1179 0.2493 630 0.3403 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8554
0.1018 0.2513 635 0.3390 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.8598
0.118 0.2533 640 0.3097 0.8810 0.9035 0.9626 0.4211 0.6667 0.9321 0.5161 0.6918 0.8625
0.2164 0.2552 645 0.3143 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8633
0.1553 0.2572 650 0.2865 0.8810 0.9035 0.9626 0.4211 0.6667 0.9321 0.5161 0.6918 0.8637
0.2552 0.2592 655 0.3285 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8679
0.172 0.2612 660 0.2879 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.8647
0.1782 0.2632 665 0.3037 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8736
0.1752 0.2651 670 0.3050 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8812
0.1889 0.2671 675 0.3057 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.6702 0.8888
0.2348 0.2691 680 0.2949 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8832
0.1516 0.2711 685 0.3026 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.6702 0.8785
0.1436 0.2731 690 0.2922 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.6702 0.8669
0.1987 0.2750 695 0.2945 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8628
0.1739 0.2770 700 0.2897 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8751
0.1383 0.2790 705 0.2916 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8837
0.1144 0.2810 710 0.2715 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8834
0.2438 0.2829 715 0.2947 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.8876
0.2005 0.2849 720 0.2731 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8773
0.2213 0.2869 725 0.2823 0.8810 0.9035 0.9626 0.4211 0.6667 0.9321 0.5161 0.6918 0.8856
0.1945 0.2889 730 0.3130 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.6702 0.8918
0.2601 0.2909 735 0.2929 0.8810 0.8966 0.9720 0.3684 0.7 0.9327 0.4828 0.6702 0.8923
0.2906 0.2928 740 0.2775 0.8651 0.875 0.9813 0.2105 0.6667 0.9251 0.32 0.5959 0.8883
0.1787 0.2948 745 0.3001 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.6006 0.8910
0.206 0.2968 750 0.2696 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8893
0.2335 0.2988 755 0.2807 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.8893
0.2223 0.3008 760 0.3451 0.8651 0.8689 0.9907 0.1579 0.75 0.9258 0.2609 0.5743 0.8925
0.1712 0.3027 765 0.2799 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.6532 0.8812
0.1918 0.3047 770 0.2818 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.6532 0.8805
0.1562 0.3067 775 0.3066 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.6532 0.8800
0.2327 0.3087 780 0.2822 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8901
0.1048 0.3106 785 0.2894 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8999
0.2088 0.3126 790 0.3060 0.8730 0.8889 0.9720 0.3158 0.6667 0.9286 0.4286 0.6439 0.8992
0.165 0.3146 795 0.2797 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8962
0.1453 0.3166 800 0.3201 0.8730 0.8824 0.9813 0.2632 0.7143 0.9292 0.3846 0.6222 0.8942
0.1317 0.3186 805 0.3004 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.8866
0.1504 0.3205 810 0.2663 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8864
0.2157 0.3225 815 0.2690 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9036
0.1695 0.3245 820 0.2921 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.9043
0.2153 0.3265 825 0.2613 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9001
0.2316 0.3285 830 0.2685 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8972
0.1607 0.3304 835 0.2912 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8945
0.2282 0.3324 840 0.2893 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8947
0.2044 0.3344 845 0.2731 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9038
0.2093 0.3364 850 0.2735 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9011
0.1343 0.3383 855 0.2757 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9021
0.1687 0.3403 860 0.2669 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9009
0.1289 0.3423 865 0.2648 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8992
0.1797 0.3443 870 0.2660 0.8810 0.9035 0.9626 0.4211 0.6667 0.9321 0.5161 0.6918 0.8984
0.1474 0.3463 875 0.2711 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9038
0.2294 0.3482 880 0.2765 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9056
0.2146 0.3502 885 0.2559 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9080
0.1346 0.3522 890 0.2787 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.9068
0.1529 0.3542 895 0.2842 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.9070
0.1412 0.3562 900 0.2947 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.6532 0.9026
0.147 0.3581 905 0.2685 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8947
0.154 0.3601 910 0.2666 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8938
0.181 0.3621 915 0.3164 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.6269 0.8935
0.292 0.3641 920 0.2672 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8915
0.221 0.3660 925 0.2661 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8965
0.1616 0.3680 930 0.3228 0.8730 0.8760 0.9907 0.2105 0.8 0.9298 0.3333 0.6006 0.9051
0.1313 0.3700 935 0.2460 0.8968 0.9123 0.9720 0.4737 0.75 0.9412 0.5806 0.7228 0.9124
0.1421 0.3720 940 0.2492 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.9147
0.1684 0.3740 945 0.2782 0.8810 0.8833 0.9907 0.2632 0.8333 0.9339 0.4 0.6269 0.9159
0.2086 0.3759 950 0.2525 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.9174
0.1754 0.3779 955 0.2566 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.9169
0.2395 0.3799 960 0.2858 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.6532 0.9110
0.1631 0.3819 965 0.2758 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9117
0.1587 0.3839 970 0.2495 0.8968 0.9123 0.9720 0.4737 0.75 0.9412 0.5806 0.7228 0.9164
0.1348 0.3858 975 0.2501 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9181
0.2087 0.3878 980 0.2621 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9154
0.1822 0.3898 985 0.2467 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9083
0.2198 0.3918 990 0.2441 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9110
0.2012 0.3937 995 0.2449 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9139
0.1678 0.3957 1000 0.2607 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.9132
0.1307 0.3977 1005 0.2757 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.9152
0.1473 0.3997 1010 0.2512 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9149
0.1496 0.4017 1015 0.2530 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9117
0.1807 0.4036 1020 0.2736 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9110
0.1713 0.4056 1025 0.2759 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9031
0.153 0.4076 1030 0.2869 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8930
0.1407 0.4096 1035 0.2816 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.8977
0.122 0.4116 1040 0.2953 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9063
0.1859 0.4135 1045 0.2765 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9070
0.2319 0.4155 1050 0.2482 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9164
0.1719 0.4175 1055 0.2447 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9161
0.1443 0.4195 1060 0.2553 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9105
0.1484 0.4214 1065 0.2553 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9053
0.1971 0.4234 1070 0.2592 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8997
0.201 0.4254 1075 0.2595 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.8970
0.2379 0.4274 1080 0.2587 0.8730 0.9027 0.9533 0.4211 0.6154 0.9273 0.5 0.6872 0.8979
0.2112 0.4294 1085 0.2736 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.8967
0.1532 0.4313 1090 0.2926 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.8982
0.1453 0.4333 1095 0.2684 0.8810 0.9035 0.9626 0.4211 0.6667 0.9321 0.5161 0.6918 0.9029
0.2357 0.4353 1100 0.2555 0.8810 0.9035 0.9626 0.4211 0.6667 0.9321 0.5161 0.6918 0.9051
0.1251 0.4373 1105 0.2843 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.6532 0.9090
0.1819 0.4393 1110 0.3307 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.6532 0.9078
0.1311 0.4412 1115 0.2685 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9080
0.1672 0.4432 1120 0.2665 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9014
0.1554 0.4452 1125 0.2970 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.9075
0.2573 0.4472 1130 0.2768 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9068
0.2269 0.4491 1135 0.2778 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9095
0.1622 0.4511 1140 0.2974 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9132
0.1893 0.4531 1145 0.2928 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9169
0.1676 0.4551 1150 0.2622 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9196
0.1986 0.4571 1155 0.2618 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9186
0.1612 0.4590 1160 0.2552 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9218
0.2285 0.4610 1165 0.2429 0.9048 0.9204 0.9720 0.5263 0.7692 0.9455 0.625 0.7491 0.9235
0.1993 0.4630 1170 0.2518 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9220
0.1322 0.4650 1175 0.2837 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.9213
0.1462 0.4670 1180 0.2813 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9206
0.1299 0.4689 1185 0.2602 0.8968 0.9123 0.9720 0.4737 0.75 0.9412 0.5806 0.7228 0.9196
0.1897 0.4709 1190 0.2695 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9171
0.2253 0.4729 1195 0.2587 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9179
0.2335 0.4749 1200 0.2523 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9183
0.1227 0.4769 1205 0.2726 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.9132
0.2031 0.4788 1210 0.2707 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.9159
0.2279 0.4808 1215 0.2523 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9198
0.1252 0.4828 1220 0.2557 0.8968 0.9123 0.9720 0.4737 0.75 0.9412 0.5806 0.7228 0.9211
0.2003 0.4848 1225 0.2836 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.9213
0.1729 0.4867 1230 0.2630 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9225
0.186 0.4887 1235 0.2506 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9193
0.1215 0.4907 1240 0.2552 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9215
0.1696 0.4927 1245 0.2568 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9188
0.1471 0.4947 1250 0.2777 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9193
0.1985 0.4966 1255 0.2558 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9218
0.2085 0.4986 1260 0.2562 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9176
0.1661 0.5006 1265 0.2580 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9186
0.2171 0.5026 1270 0.2666 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9166
0.2171 0.5046 1275 0.2524 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9166
0.1837 0.5065 1280 0.2450 0.8810 0.9035 0.9626 0.4211 0.6667 0.9321 0.5161 0.6918 0.9242
0.1592 0.5085 1285 0.2526 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9260
0.1305 0.5105 1290 0.2559 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9292
0.1682 0.5125 1295 0.2554 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9306
0.168 0.5144 1300 0.2505 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9282
0.1321 0.5164 1305 0.2537 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9282
0.1411 0.5184 1310 0.2521 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9260
0.1807 0.5204 1315 0.2497 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9294
0.1256 0.5224 1320 0.2423 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9277
0.2529 0.5243 1325 0.2429 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9329
0.1568 0.5263 1330 0.2615 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.9316
0.1933 0.5283 1335 0.2801 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.9324
0.1718 0.5303 1340 0.2523 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.9361
0.1627 0.5323 1345 0.2356 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9361
0.2347 0.5342 1350 0.2348 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9358
0.1635 0.5362 1355 0.2481 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9341
0.1538 0.5382 1360 0.2732 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9319
0.1698 0.5402 1365 0.2699 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9272
0.1549 0.5421 1370 0.2533 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9240
0.159 0.5441 1375 0.2518 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9233
0.1362 0.5461 1380 0.2628 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9242
0.0855 0.5481 1385 0.2663 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.9230
0.1307 0.5501 1390 0.2682 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.9225
0.17 0.5520 1395 0.2539 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9245
0.1573 0.5540 1400 0.2459 0.8889 0.9115 0.9626 0.4737 0.6923 0.9364 0.5625 0.7182 0.9238
0.1903 0.5560 1405 0.2562 0.8968 0.9123 0.9720 0.4737 0.75 0.9412 0.5806 0.7228 0.9238
0.2037 0.5580 1410 0.2727 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9235
0.1333 0.5600 1415 0.2726 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9183
0.1619 0.5619 1420 0.2806 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.9164
0.177 0.5639 1425 0.2959 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.6532 0.9137
0.2655 0.5659 1430 0.2774 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9159
0.1851 0.5679 1435 0.2606 0.8968 0.9123 0.9720 0.4737 0.75 0.9412 0.5806 0.7228 0.9115
0.1449 0.5698 1440 0.2725 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9095
0.1421 0.5718 1445 0.2837 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9124
0.1892 0.5738 1450 0.2753 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9092
0.1643 0.5758 1455 0.2709 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9129
0.1659 0.5778 1460 0.2576 0.8968 0.9123 0.9720 0.4737 0.75 0.9412 0.5806 0.7228 0.9134
0.1434 0.5797 1465 0.2691 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9137
0.1903 0.5817 1470 0.2710 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.9171
0.1675 0.5837 1475 0.2572 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9147
0.1912 0.5857 1480 0.2490 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9171
0.1338 0.5877 1485 0.2436 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9203
0.175 0.5896 1490 0.2501 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9260
0.148 0.5916 1495 0.2669 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9277
0.1234 0.5936 1500 0.2651 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9336
0.1688 0.5956 1505 0.2421 0.8889 0.9115 0.9626 0.4737 0.6923 0.9364 0.5625 0.7182 0.9324
0.2332 0.5975 1510 0.2392 0.8889 0.9115 0.9626 0.4737 0.6923 0.9364 0.5625 0.7182 0.9267
0.1258 0.5995 1515 0.2466 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9213
0.1068 0.6015 1520 0.2623 0.8889 0.8974 0.9813 0.3684 0.7778 0.9375 0.5 0.6749 0.9188
0.1506 0.6035 1525 0.2594 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9166
0.1524 0.6055 1530 0.2474 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9193
0.1328 0.6074 1535 0.2464 0.8968 0.9123 0.9720 0.4737 0.75 0.9412 0.5806 0.7228 0.9191
0.1784 0.6094 1540 0.2552 0.9048 0.9130 0.9813 0.4737 0.8182 0.9459 0.6 0.7275 0.9208
0.1852 0.6114 1545 0.2535 0.9048 0.9130 0.9813 0.4737 0.8182 0.9459 0.6 0.7275 0.9225
0.1415 0.6134 1550 0.2463 0.8968 0.9123 0.9720 0.4737 0.75 0.9412 0.5806 0.7228 0.9220
0.1392 0.6154 1555 0.2479 0.8968 0.9123 0.9720 0.4737 0.75 0.9412 0.5806 0.7228 0.9223
0.1441 0.6173 1560 0.2503 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9228
0.1124 0.6193 1565 0.2594 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9235
0.3161 0.6213 1570 0.2596 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9233
0.1689 0.6233 1575 0.2446 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9215
0.1719 0.6252 1580 0.2430 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9247
0.0944 0.6272 1585 0.2515 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9270
0.1166 0.6292 1590 0.2511 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9272
0.1908 0.6312 1595 0.2559 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9242
0.1541 0.6332 1600 0.2469 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9250
0.1501 0.6351 1605 0.2444 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9245
0.1984 0.6371 1610 0.2521 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9240
0.1732 0.6391 1615 0.2502 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9230
0.1784 0.6411 1620 0.2447 0.9048 0.9130 0.9813 0.4737 0.8182 0.9459 0.6 0.7275 0.9201
0.12 0.6431 1625 0.2542 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9188
0.1346 0.6450 1630 0.2676 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.9149
0.1813 0.6470 1635 0.2789 0.8889 0.8908 0.9907 0.3158 0.8571 0.9381 0.4615 0.6532 0.9142
0.1867 0.6490 1640 0.2712 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9137
0.1382 0.6510 1645 0.2561 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9152
0.1678 0.6529 1650 0.2517 0.8968 0.9123 0.9720 0.4737 0.75 0.9412 0.5806 0.7228 0.9154
0.1584 0.6549 1655 0.2584 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9149
0.1223 0.6569 1660 0.2762 0.8968 0.8983 0.9907 0.3684 0.875 0.9422 0.5185 0.6795 0.9107
0.1168 0.6589 1665 0.2656 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9117
0.1536 0.6609 1670 0.2622 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9110
0.1485 0.6628 1675 0.2685 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9115
0.2081 0.6648 1680 0.2720 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9100
0.1716 0.6668 1685 0.2747 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9132
0.1459 0.6688 1690 0.2722 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9142
0.2358 0.6708 1695 0.2688 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9156
0.1675 0.6727 1700 0.2611 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9169
0.1496 0.6747 1705 0.2605 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9164
0.1064 0.6767 1710 0.2640 0.9048 0.9060 0.9907 0.4211 0.8889 0.9464 0.5714 0.7059 0.9169
0.1782 0.6787 1715 0.2617 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9161
0.1581 0.6806 1720 0.2597 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9206
0.1887 0.6826 1725 0.2538 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9235
0.1568 0.6846 1730 0.2541 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9250
0.0757 0.6866 1735 0.2638 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9245
0.143 0.6886 1740 0.2677 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9240
0.1405 0.6905 1745 0.2574 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9250
0.1821 0.6925 1750 0.2474 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9267
0.1183 0.6945 1755 0.2472 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9257
0.1315 0.6965 1760 0.2646 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9247
0.1256 0.6985 1765 0.2702 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9235
0.1569 0.7004 1770 0.2587 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9238
0.1998 0.7024 1775 0.2563 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9252
0.1454 0.7044 1780 0.2588 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9262
0.1251 0.7064 1785 0.2593 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9240
0.1204 0.7083 1790 0.2582 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9223
0.1302 0.7103 1795 0.2626 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9220
0.2232 0.7123 1800 0.2691 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9208
0.155 0.7143 1805 0.2673 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9225
0.1727 0.7163 1810 0.2671 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9198
0.1557 0.7182 1815 0.2632 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9186
0.1531 0.7202 1820 0.2569 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9201
0.1363 0.7222 1825 0.2576 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9211
0.1897 0.7242 1830 0.2670 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9228
0.1467 0.7262 1835 0.2676 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9223
0.1472 0.7281 1840 0.2609 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9228
0.1381 0.7301 1845 0.2558 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9235
0.203 0.7321 1850 0.2588 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9218
0.1642 0.7341 1855 0.2601 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9206
0.1359 0.7361 1860 0.2613 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9233
0.1537 0.7380 1865 0.2667 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9235
0.1199 0.7400 1870 0.2688 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9238
0.1238 0.7420 1875 0.2700 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9257
0.1897 0.7440 1880 0.2618 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9282
0.1958 0.7459 1885 0.2503 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9238
0.1221 0.7479 1890 0.2503 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9242
0.1028 0.7499 1895 0.2495 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9245
0.1734 0.7519 1900 0.2536 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9242
0.0761 0.7539 1905 0.2637 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9238
0.1673 0.7558 1910 0.2712 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9245
0.1329 0.7578 1915 0.2645 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9245
0.1163 0.7598 1920 0.2571 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9230
0.1591 0.7618 1925 0.2492 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9235
0.1692 0.7638 1930 0.2490 0.8889 0.9043 0.9720 0.4211 0.7273 0.9369 0.5333 0.6965 0.9238
0.1514 0.7657 1935 0.2518 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9242
0.114 0.7677 1940 0.2572 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9250
0.1141 0.7697 1945 0.2586 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9260
0.0812 0.7717 1950 0.2549 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9252
0.1512 0.7736 1955 0.2509 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9228
0.1379 0.7756 1960 0.2495 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9235
0.1241 0.7776 1965 0.2511 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9228
0.1669 0.7796 1970 0.2524 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9225
0.1688 0.7816 1975 0.2578 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9260
0.1458 0.7835 1980 0.2629 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9228
0.0784 0.7855 1985 0.2591 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9245
0.2139 0.7875 1990 0.2558 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9242
0.1119 0.7895 1995 0.2514 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9238
0.1187 0.7915 2000 0.2472 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9233
0.1289 0.7934 2005 0.2460 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9242
0.2012 0.7954 2010 0.2497 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9245
0.0951 0.7974 2015 0.2501 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9250
0.1273 0.7994 2020 0.2539 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9250
0.1155 0.8013 2025 0.2594 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9265
0.082 0.8033 2030 0.2610 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9265
0.1615 0.8053 2035 0.2564 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9255
0.1129 0.8073 2040 0.2522 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9257
0.154 0.8093 2045 0.2519 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9252
0.1211 0.8112 2050 0.2523 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9262
0.1664 0.8132 2055 0.2555 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9247
0.1891 0.8152 2060 0.2577 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9250
0.0951 0.8172 2065 0.2550 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9270
0.1303 0.8192 2070 0.2561 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9262
0.1099 0.8211 2075 0.2547 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9252
0.1822 0.8231 2080 0.2538 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9245
0.1216 0.8251 2085 0.2498 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9252
0.2189 0.8271 2090 0.2474 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9262
0.23 0.8290 2095 0.2448 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9255
0.1472 0.8310 2100 0.2454 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9257
0.1603 0.8330 2105 0.2473 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9247
0.2199 0.8350 2110 0.2507 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9265
0.0888 0.8370 2115 0.2558 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9272
0.1762 0.8389 2120 0.2588 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9279
0.1224 0.8409 2125 0.2602 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9274
0.1754 0.8429 2130 0.2628 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9287
0.1713 0.8449 2135 0.2621 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9267
0.1818 0.8469 2140 0.2576 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9274
0.3122 0.8488 2145 0.2513 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9274
0.1482 0.8508 2150 0.2473 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9282
0.1824 0.8528 2155 0.2443 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9272
0.1602 0.8548 2160 0.2429 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9277
0.1297 0.8567 2165 0.2434 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9287
0.102 0.8587 2170 0.2452 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9277
0.1362 0.8607 2175 0.2465 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9284
0.1262 0.8627 2180 0.2477 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9299
0.1252 0.8647 2185 0.2493 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9292
0.1245 0.8666 2190 0.2491 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9304
0.112 0.8686 2195 0.2473 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9319
0.1282 0.8706 2200 0.2472 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9311
0.1528 0.8726 2205 0.2464 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9304
0.1212 0.8746 2210 0.2465 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9306
0.1702 0.8765 2215 0.2456 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9321
0.1665 0.8785 2220 0.2440 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9316
0.1192 0.8805 2225 0.2456 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9331
0.1518 0.8825 2230 0.2459 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9329
0.2145 0.8844 2235 0.2456 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9314
0.1033 0.8864 2240 0.2445 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9302
0.1555 0.8884 2245 0.2444 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9316
0.1651 0.8904 2250 0.2453 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9314
0.2616 0.8924 2255 0.2452 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9321
0.1996 0.8943 2260 0.2443 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9321
0.1372 0.8963 2265 0.2451 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9292
0.1477 0.8983 2270 0.2459 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9306
0.1968 0.9003 2275 0.2455 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9306
0.1769 0.9023 2280 0.2460 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9314
0.1718 0.9042 2285 0.2462 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9311
0.2272 0.9062 2290 0.2457 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9304
0.1488 0.9082 2295 0.2472 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9316
0.1605 0.9102 2300 0.2468 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9306
0.2384 0.9121 2305 0.2473 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9321
0.0929 0.9141 2310 0.2464 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9304
0.1644 0.9161 2315 0.2470 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9299
0.1308 0.9181 2320 0.2462 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9309
0.1822 0.9201 2325 0.2477 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9311
0.1655 0.9220 2330 0.2466 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9309
0.1505 0.9240 2335 0.2465 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9324
0.1426 0.9260 2340 0.2468 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9319
0.0893 0.9280 2345 0.2469 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9321
0.1803 0.9300 2350 0.2459 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9316
0.1194 0.9319 2355 0.2456 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9309
0.1253 0.9339 2360 0.2457 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9314
0.0962 0.9359 2365 0.2467 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9309
0.194 0.9379 2370 0.2468 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9314
0.1881 0.9398 2375 0.2456 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9314
0.0894 0.9418 2380 0.2456 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9309
0.1326 0.9438 2385 0.2470 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9314
0.1285 0.9458 2390 0.2471 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9299
0.104 0.9478 2395 0.2480 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9309
0.1435 0.9497 2400 0.2474 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9302
0.1911 0.9517 2405 0.2471 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9314
0.1017 0.9537 2410 0.2482 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9302
0.1332 0.9557 2415 0.2467 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9311
0.1623 0.9577 2420 0.2474 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9316
0.1048 0.9596 2425 0.2471 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9316
0.1586 0.9616 2430 0.2470 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9309
0.1931 0.9636 2435 0.2478 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9302
0.1527 0.9656 2440 0.2473 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9316
0.1557 0.9676 2445 0.2467 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9292
0.1623 0.9695 2450 0.2481 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9284
0.0696 0.9715 2455 0.2465 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9309
0.1697 0.9735 2460 0.2468 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9324
0.1061 0.9755 2465 0.2467 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9316
0.1576 0.9774 2470 0.2472 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9311
0.105 0.9794 2475 0.2469 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9316
0.0886 0.9814 2480 0.2487 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9292
0.1544 0.9834 2485 0.2475 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9314
0.1716 0.9854 2490 0.2473 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9302
0.1768 0.9873 2495 0.2483 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9311
0.1271 0.9893 2500 0.2462 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9316
0.15 0.9913 2505 0.2475 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9302
0.1143 0.9933 2510 0.2482 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9309
0.1269 0.9953 2515 0.2470 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9311
0.1279 0.9972 2520 0.2479 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9316
0.1752 0.9992 2525 0.2476 0.8968 0.9052 0.9813 0.4211 0.8 0.9417 0.5517 0.7012 0.9319

Framework versions

  • PEFT 0.12.0
  • Transformers 4.46.0
  • Pytorch 2.4.0+cu118
  • Datasets 3.0.0
  • Tokenizers 0.20.1