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Daewon0808
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v6_qwen_lora

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v6_qwen_lora

This model is a fine-tuned version of Daewon0808/prm800k_qwen_fulltune on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1536
  • Prm accuracy: 0.9314
  • Prm precision: 0.9459
  • Prm recall: 0.9589
  • Prm specificty: 0.8621
  • Prm npv: 0.8929
  • Prm f1: 0.9524
  • Prm f1 neg: 0.8772
  • Prm f1 auc: 0.9105
  • Prm f1 auc (fixed): 0.9806

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

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

Training results

Training Loss Epoch Step Validation Loss Prm accuracy Prm precision Prm recall Prm specificty Prm npv Prm f1 Prm f1 neg Prm f1 auc Prm f1 auc (fixed)
No log 0 0 0.4028 0.8039 0.9344 0.7808 0.8621 0.6098 0.8507 0.7143 0.8214 0.8420
0.5161 0.0014 5 0.4026 0.8039 0.9344 0.7808 0.8621 0.6098 0.8507 0.7143 0.8214 0.8432
0.4667 0.0029 10 0.4024 0.8039 0.9344 0.7808 0.8621 0.6098 0.8507 0.7143 0.8214 0.8410
0.455 0.0043 15 0.4012 0.8039 0.9344 0.7808 0.8621 0.6098 0.8507 0.7143 0.8214 0.8429
0.532 0.0057 20 0.3946 0.8137 0.9355 0.7945 0.8621 0.625 0.8593 0.7246 0.8283 0.8455
0.4409 0.0072 25 0.3805 0.8431 0.9385 0.8356 0.8621 0.6757 0.8841 0.7576 0.8488 0.8484
0.4357 0.0086 30 0.3544 0.8824 0.9420 0.8904 0.8621 0.7576 0.9155 0.8065 0.8762 0.8529
0.2829 0.0100 35 0.3252 0.8922 0.8974 0.9589 0.7241 0.875 0.9272 0.7925 0.8415 0.8720
0.4103 0.0115 40 0.3281 0.8431 0.8353 0.9726 0.5172 0.8824 0.8987 0.6522 0.7449 0.8843
0.3766 0.0129 45 0.3279 0.8235 0.8161 0.9726 0.4483 0.8667 0.8875 0.5909 0.7104 0.8954
0.3246 0.0143 50 0.3123 0.8725 0.8659 0.9726 0.6207 0.9 0.9161 0.7347 0.7966 0.8951
0.3285 0.0158 55 0.3038 0.8824 0.8765 0.9726 0.6552 0.9048 0.9221 0.76 0.8139 0.8916
0.3539 0.0172 60 0.3007 0.9118 0.9103 0.9726 0.7586 0.9167 0.9404 0.8302 0.8656 0.8904
0.2497 0.0186 65 0.2983 0.9020 0.8987 0.9726 0.7241 0.9130 0.9342 0.8077 0.8484 0.8914
0.2802 0.0201 70 0.2942 0.8922 0.8875 0.9726 0.6897 0.9091 0.9281 0.7843 0.8311 0.8982
0.3605 0.0215 75 0.2862 0.9020 0.8987 0.9726 0.7241 0.9130 0.9342 0.8077 0.8484 0.8973
0.286 0.0229 80 0.2823 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.8963
0.2458 0.0244 85 0.2808 0.9216 0.9221 0.9726 0.7931 0.92 0.9467 0.8519 0.8829 0.8982
0.2911 0.0258 90 0.2828 0.9020 0.8987 0.9726 0.7241 0.9130 0.9342 0.8077 0.8484 0.9003
0.364 0.0272 95 0.2777 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.8996
0.2638 0.0287 100 0.2737 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.8989
0.2532 0.0301 105 0.2647 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9067
0.2696 0.0315 110 0.2526 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9199
0.3228 0.0330 115 0.2459 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9214
0.2514 0.0344 120 0.2417 0.9216 0.9577 0.9315 0.8966 0.8387 0.9444 0.8667 0.9140 0.9159
0.286 0.0358 125 0.2347 0.9118 0.9571 0.9178 0.8966 0.8125 0.9371 0.8525 0.9072 0.9214
0.3374 0.0373 130 0.2221 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9294
0.2204 0.0387 135 0.2339 0.9216 0.9577 0.9315 0.8966 0.8387 0.9444 0.8667 0.9140 0.9190
0.3044 0.0401 140 0.2445 0.9216 0.9577 0.9315 0.8966 0.8387 0.9444 0.8667 0.9140 0.9079
0.3543 0.0416 145 0.2279 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9169
0.2816 0.0430 150 0.2199 0.9314 0.9583 0.9452 0.8966 0.8667 0.9517 0.8814 0.9209 0.9237
0.2928 0.0444 155 0.2104 0.9314 0.9583 0.9452 0.8966 0.8667 0.9517 0.8814 0.9209 0.9341
0.2855 0.0459 160 0.2038 0.9314 0.9583 0.9452 0.8966 0.8667 0.9517 0.8814 0.9209 0.9421
0.2185 0.0473 165 0.2013 0.9216 0.9577 0.9315 0.8966 0.8387 0.9444 0.8667 0.9140 0.9426
0.3994 0.0487 170 0.2092 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9381
0.2641 0.0502 175 0.2234 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9270
0.2522 0.0516 180 0.2234 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9214
0.2938 0.0530 185 0.2300 0.9216 0.9114 0.9863 0.7586 0.9565 0.9474 0.8462 0.8725 0.9242
0.2087 0.0545 190 0.2270 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9273
0.2075 0.0559 195 0.2193 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9315
0.2953 0.0573 200 0.2123 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9372
0.3148 0.0588 205 0.2109 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9362
0.3136 0.0602 210 0.2206 0.9216 0.9577 0.9315 0.8966 0.8387 0.9444 0.8667 0.9140 0.9407
0.3598 0.0616 215 0.2285 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9376
0.2484 0.0631 220 0.2421 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9325
0.2504 0.0645 225 0.2324 0.9020 0.92 0.9452 0.7931 0.8519 0.9324 0.8214 0.8692 0.9350
0.2855 0.0659 230 0.2241 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9419
0.2957 0.0674 235 0.2269 0.9216 0.9577 0.9315 0.8966 0.8387 0.9444 0.8667 0.9140 0.9454
0.2194 0.0688 240 0.2223 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9490
0.2371 0.0702 245 0.2141 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9570
0.2724 0.0717 250 0.2168 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9556
0.2423 0.0731 255 0.2135 0.9510 0.9595 0.9726 0.8966 0.9286 0.9660 0.9123 0.9346 0.9556
0.3199 0.0745 260 0.2105 0.9510 0.9474 0.9863 0.8621 0.9615 0.9664 0.9091 0.9242 0.9568
0.1615 0.0760 265 0.2125 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9523
0.232 0.0774 270 0.2163 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9492
0.261 0.0788 275 0.2133 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9471
0.2711 0.0803 280 0.2220 0.9216 0.9577 0.9315 0.8966 0.8387 0.9444 0.8667 0.9140 0.9386
0.3031 0.0817 285 0.2225 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9313
0.1908 0.0831 290 0.2342 0.9216 0.9114 0.9863 0.7586 0.9565 0.9474 0.8462 0.8725 0.9310
0.2793 0.0846 295 0.2391 0.9118 0.9 0.9863 0.7241 0.9545 0.9412 0.8235 0.8552 0.9301
0.3172 0.0860 300 0.2280 0.9216 0.9577 0.9315 0.8966 0.8387 0.9444 0.8667 0.9140 0.9405
0.2396 0.0874 305 0.2097 0.9510 0.9474 0.9863 0.8621 0.9615 0.9664 0.9091 0.9242 0.9487
0.2269 0.0889 310 0.2276 0.9216 0.9114 0.9863 0.7586 0.9565 0.9474 0.8462 0.8725 0.9487
0.3068 0.0903 315 0.2312 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9424
0.338 0.0917 320 0.2399 0.9314 0.9231 0.9863 0.7931 0.9583 0.9536 0.8679 0.8897 0.9367
0.297 0.0932 325 0.2516 0.9118 0.9 0.9863 0.7241 0.9545 0.9412 0.8235 0.8552 0.9348
0.1983 0.0946 330 0.2355 0.9314 0.9231 0.9863 0.7931 0.9583 0.9536 0.8679 0.8897 0.9405
0.2485 0.0960 335 0.2142 0.9216 0.9221 0.9726 0.7931 0.92 0.9467 0.8519 0.8829 0.9388
0.2183 0.0975 340 0.2175 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9424
0.2301 0.0989 345 0.2292 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9393
0.2899 0.1003 350 0.2267 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9405
0.1693 0.1018 355 0.2392 0.9510 0.9474 0.9863 0.8621 0.9615 0.9664 0.9091 0.9242 0.9407
0.174 0.1032 360 0.2441 0.9412 0.9351 0.9863 0.8276 0.96 0.96 0.8889 0.9069 0.9452
0.2446 0.1046 365 0.2305 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9511
0.2298 0.1061 370 0.2138 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9575
0.3023 0.1075 375 0.2036 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9639
0.196 0.1089 380 0.1979 0.9314 0.9231 0.9863 0.7931 0.9583 0.9536 0.8679 0.8897 0.9650
0.2247 0.1104 385 0.1789 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9700
0.3074 0.1118 390 0.1936 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9669
0.2432 0.1132 395 0.1987 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9632
0.2238 0.1147 400 0.2158 0.9216 0.9221 0.9726 0.7931 0.92 0.9467 0.8519 0.8829 0.9532
0.3189 0.1161 405 0.2095 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9561
0.2457 0.1175 410 0.2120 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9594
0.1878 0.1190 415 0.2249 0.9216 0.9114 0.9863 0.7586 0.9565 0.9474 0.8462 0.8725 0.9525
0.5039 0.1204 420 0.2395 0.9412 0.9351 0.9863 0.8276 0.96 0.96 0.8889 0.9069 0.9369
0.2529 0.1218 425 0.2470 0.8922 0.9429 0.9041 0.8621 0.7812 0.9231 0.8197 0.8831 0.9315
0.2903 0.1233 430 0.2201 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9419
0.2183 0.1247 435 0.2181 0.9118 0.9103 0.9726 0.7586 0.9167 0.9404 0.8302 0.8656 0.9466
0.2574 0.1261 440 0.2299 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9412
0.2435 0.1276 445 0.2218 0.9314 0.9583 0.9452 0.8966 0.8667 0.9517 0.8814 0.9209 0.9452
0.1809 0.1290 450 0.2307 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9447
0.2699 0.1304 455 0.2386 0.9020 0.92 0.9452 0.7931 0.8519 0.9324 0.8214 0.8692 0.9369
0.2798 0.1319 460 0.2383 0.9020 0.9565 0.9041 0.8966 0.7879 0.9296 0.8387 0.9003 0.9417
0.2504 0.1333 465 0.2465 0.9020 0.9437 0.9178 0.8621 0.8065 0.9306 0.8333 0.8899 0.9372
0.2502 0.1347 470 0.2460 0.9020 0.92 0.9452 0.7931 0.8519 0.9324 0.8214 0.8692 0.9372
0.2931 0.1362 475 0.2415 0.9118 0.9103 0.9726 0.7586 0.9167 0.9404 0.8302 0.8656 0.9388
0.2124 0.1376 480 0.2480 0.9216 0.9114 0.9863 0.7586 0.9565 0.9474 0.8462 0.8725 0.9317
0.2272 0.1390 485 0.2502 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9296
0.2988 0.1405 490 0.2339 0.9020 0.92 0.9452 0.7931 0.8519 0.9324 0.8214 0.8692 0.9440
0.1823 0.1419 495 0.2104 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9554
0.2735 0.1433 500 0.2057 0.9216 0.9221 0.9726 0.7931 0.92 0.9467 0.8519 0.8829 0.9575
0.2362 0.1448 505 0.2298 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9537
0.2742 0.1462 510 0.2520 0.8725 0.9412 0.8767 0.8621 0.7353 0.9078 0.7937 0.8694 0.9537
0.2296 0.1476 515 0.2217 0.9412 0.9351 0.9863 0.8276 0.96 0.96 0.8889 0.9069 0.9646
0.1646 0.1491 520 0.2246 0.9216 0.9114 0.9863 0.7586 0.9565 0.9474 0.8462 0.8725 0.9655
0.2146 0.1505 525 0.2161 0.9314 0.9342 0.9726 0.8276 0.9231 0.9530 0.8727 0.9001 0.9639
0.2164 0.1519 530 0.2179 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9622
0.2394 0.1534 535 0.2100 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9646
0.1587 0.1548 540 0.2180 0.9118 0.9 0.9863 0.7241 0.9545 0.9412 0.8235 0.8552 0.9636
0.2193 0.1562 545 0.2119 0.9314 0.9231 0.9863 0.7931 0.9583 0.9536 0.8679 0.8897 0.9617
0.2385 0.1577 550 0.1965 0.9020 0.9437 0.9178 0.8621 0.8065 0.9306 0.8333 0.8899 0.9684
0.3148 0.1591 555 0.2088 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9676
0.2916 0.1605 560 0.2569 0.8922 0.8875 0.9726 0.6897 0.9091 0.9281 0.7843 0.8311 0.9565
0.1797 0.1620 565 0.2772 0.8922 0.8780 0.9863 0.6552 0.95 0.9290 0.7755 0.8207 0.9573
0.2628 0.1634 570 0.2587 0.8922 0.8875 0.9726 0.6897 0.9091 0.9281 0.7843 0.8311 0.9589
0.2343 0.1648 575 0.2310 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9669
0.2272 0.1663 580 0.2187 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9653
0.1566 0.1677 585 0.2192 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9658
0.1887 0.1691 590 0.2213 0.8922 0.8974 0.9589 0.7241 0.875 0.9272 0.7925 0.8415 0.9613
0.2838 0.1706 595 0.2266 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9606
0.2737 0.1720 600 0.2271 0.8922 0.8974 0.9589 0.7241 0.875 0.9272 0.7925 0.8415 0.9636
0.3289 0.1734 605 0.2483 0.9020 0.8987 0.9726 0.7241 0.9130 0.9342 0.8077 0.8484 0.9565
0.1721 0.1749 610 0.2516 0.9118 0.9 0.9863 0.7241 0.9545 0.9412 0.8235 0.8552 0.9537
0.2773 0.1763 615 0.2479 0.9020 0.8987 0.9726 0.7241 0.9130 0.9342 0.8077 0.8484 0.9528
0.2333 0.1777 620 0.2432 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9521
0.2519 0.1792 625 0.2456 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9476
0.2284 0.1806 630 0.2281 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9563
0.2338 0.1820 635 0.2276 0.8922 0.9079 0.9452 0.7586 0.8462 0.9262 0.8 0.8519 0.9608
0.142 0.1835 640 0.2258 0.8922 0.9189 0.9315 0.7931 0.8214 0.9252 0.8070 0.8623 0.9622
0.2217 0.1849 645 0.2259 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9650
0.1576 0.1863 650 0.2225 0.9118 0.9 0.9863 0.7241 0.9545 0.9412 0.8235 0.8552 0.9665
0.263 0.1878 655 0.2334 0.9020 0.8889 0.9863 0.6897 0.9524 0.9351 0.8 0.8380 0.9686
0.1515 0.1892 660 0.2084 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9717
0.225 0.1906 665 0.2187 0.8824 0.9552 0.8767 0.8966 0.7429 0.9143 0.8125 0.8866 0.9714
0.2932 0.1921 670 0.2435 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9608
0.2847 0.1935 675 0.2490 0.8922 0.8875 0.9726 0.6897 0.9091 0.9281 0.7843 0.8311 0.9648
0.2139 0.1949 680 0.2169 0.9118 0.9103 0.9726 0.7586 0.9167 0.9404 0.8302 0.8656 0.9691
0.2134 0.1964 685 0.2073 0.9314 0.9231 0.9863 0.7931 0.9583 0.9536 0.8679 0.8897 0.9691
0.2388 0.1978 690 0.2253 0.9020 0.8889 0.9863 0.6897 0.9524 0.9351 0.8 0.8380 0.9669
0.1535 0.1992 695 0.2192 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9650
0.1945 0.2007 700 0.2288 0.9020 0.9437 0.9178 0.8621 0.8065 0.9306 0.8333 0.8899 0.9582
0.2484 0.2021 705 0.2389 0.8922 0.8974 0.9589 0.7241 0.875 0.9272 0.7925 0.8415 0.9537
0.3591 0.2035 710 0.2556 0.8824 0.8861 0.9589 0.6897 0.8696 0.9211 0.7692 0.8243 0.9516
0.2496 0.2050 715 0.2493 0.8922 0.8875 0.9726 0.6897 0.9091 0.9281 0.7843 0.8311 0.9528
0.1206 0.2064 720 0.2319 0.8922 0.9079 0.9452 0.7586 0.8462 0.9262 0.8 0.8519 0.9551
0.2642 0.2078 725 0.2300 0.8922 0.8974 0.9589 0.7241 0.875 0.9272 0.7925 0.8415 0.9537
0.1665 0.2093 730 0.2186 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9554
0.2068 0.2107 735 0.2270 0.9118 0.9103 0.9726 0.7586 0.9167 0.9404 0.8302 0.8656 0.9511
0.2369 0.2121 740 0.2325 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9495
0.1716 0.2136 745 0.2332 0.8922 0.9306 0.9178 0.8276 0.8 0.9241 0.8136 0.8727 0.9518
0.2036 0.2150 750 0.2256 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9556
0.1693 0.2164 755 0.2269 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9617
0.2806 0.2179 760 0.2446 0.9020 0.8889 0.9863 0.6897 0.9524 0.9351 0.8 0.8380 0.9613
0.223 0.2193 765 0.2233 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9615
0.1951 0.2207 770 0.2297 0.8824 0.9296 0.9041 0.8276 0.7742 0.9167 0.8 0.8658 0.9613
0.2799 0.2222 775 0.2425 0.8922 0.9189 0.9315 0.7931 0.8214 0.9252 0.8070 0.8623 0.9594
0.2379 0.2236 780 0.2548 0.9020 0.8889 0.9863 0.6897 0.9524 0.9351 0.8 0.8380 0.9603
0.2233 0.2250 785 0.2374 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9634
0.2474 0.2265 790 0.2215 0.8824 0.9296 0.9041 0.8276 0.7742 0.9167 0.8 0.8658 0.9646
0.1869 0.2279 795 0.2085 0.8922 0.9306 0.9178 0.8276 0.8 0.9241 0.8136 0.8727 0.9653
0.2511 0.2293 800 0.2266 0.9020 0.8889 0.9863 0.6897 0.9524 0.9351 0.8 0.8380 0.9650
0.2472 0.2308 805 0.2225 0.9118 0.9 0.9863 0.7241 0.9545 0.9412 0.8235 0.8552 0.9686
0.2061 0.2322 810 0.2310 0.9118 0.9103 0.9726 0.7586 0.9167 0.9404 0.8302 0.8656 0.9648
0.261 0.2336 815 0.2433 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9606
0.2378 0.2351 820 0.2533 0.8922 0.8974 0.9589 0.7241 0.875 0.9272 0.7925 0.8415 0.9539
0.2994 0.2365 825 0.2377 0.8922 0.8974 0.9589 0.7241 0.875 0.9272 0.7925 0.8415 0.9584
0.2086 0.2379 830 0.2192 0.9118 0.9103 0.9726 0.7586 0.9167 0.9404 0.8302 0.8656 0.9629
0.2089 0.2394 835 0.2050 0.9412 0.9351 0.9863 0.8276 0.96 0.96 0.8889 0.9069 0.9702
0.2542 0.2408 840 0.1782 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9759
0.178 0.2422 845 0.1802 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9750
0.2348 0.2437 850 0.1922 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9721
0.2717 0.2451 855 0.2046 0.8824 0.9420 0.8904 0.8621 0.7576 0.9155 0.8065 0.8762 0.9669
0.3202 0.2465 860 0.2141 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9662
0.3795 0.2480 865 0.2323 0.9118 0.9103 0.9726 0.7586 0.9167 0.9404 0.8302 0.8656 0.9632
0.2684 0.2494 870 0.2389 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9606
0.1876 0.2508 875 0.2396 0.9020 0.92 0.9452 0.7931 0.8519 0.9324 0.8214 0.8692 0.9624
0.1659 0.2523 880 0.2266 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9653
0.2633 0.2537 885 0.2171 0.9020 0.92 0.9452 0.7931 0.8519 0.9324 0.8214 0.8692 0.9684
0.1772 0.2551 890 0.2056 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9712
0.2367 0.2566 895 0.2014 0.8922 0.9559 0.8904 0.8966 0.7647 0.9220 0.8254 0.8935 0.9712
0.2112 0.2580 900 0.1871 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9750
0.27 0.2594 905 0.1901 0.9314 0.9342 0.9726 0.8276 0.9231 0.9530 0.8727 0.9001 0.9759
0.1916 0.2609 910 0.1980 0.9216 0.9710 0.9178 0.9310 0.8182 0.9437 0.8710 0.9244 0.9754
0.3057 0.2623 915 0.2075 0.9118 0.9706 0.9041 0.9310 0.7941 0.9362 0.8571 0.9176 0.9750
0.25 0.2637 920 0.2164 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9747
0.2151 0.2652 925 0.2227 0.9118 0.9103 0.9726 0.7586 0.9167 0.9404 0.8302 0.8656 0.9757
0.1846 0.2666 930 0.2123 0.9216 0.9221 0.9726 0.7931 0.92 0.9467 0.8519 0.8829 0.9754
0.229 0.2680 935 0.2138 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9740
0.1745 0.2695 940 0.2089 0.9314 0.9342 0.9726 0.8276 0.9231 0.9530 0.8727 0.9001 0.9731
0.2341 0.2709 945 0.1988 0.9314 0.9342 0.9726 0.8276 0.9231 0.9530 0.8727 0.9001 0.9726
0.1934 0.2723 950 0.1982 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9712
0.2316 0.2738 955 0.2099 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9717
0.1859 0.2752 960 0.2160 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9709
0.2507 0.2766 965 0.2097 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9695
0.222 0.2781 970 0.2070 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9679
0.2596 0.2795 975 0.2121 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9693
0.1759 0.2809 980 0.2144 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9719
0.2467 0.2824 985 0.2057 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9728
0.2174 0.2838 990 0.2010 0.9314 0.9583 0.9452 0.8966 0.8667 0.9517 0.8814 0.9209 0.9735
0.2115 0.2852 995 0.1998 0.9216 0.9577 0.9315 0.8966 0.8387 0.9444 0.8667 0.9140 0.9735
0.3119 0.2867 1000 0.2179 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9688
0.2447 0.2881 1005 0.2610 0.8627 0.8554 0.9726 0.5862 0.8947 0.9103 0.7083 0.7794 0.9601
0.2212 0.2895 1010 0.2545 0.8824 0.8765 0.9726 0.6552 0.9048 0.9221 0.76 0.8139 0.9610
0.2542 0.2910 1015 0.2330 0.9118 0.9571 0.9178 0.8966 0.8125 0.9371 0.8525 0.9072 0.9646
0.3013 0.2924 1020 0.2093 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9714
0.1861 0.2938 1025 0.2169 0.8922 0.8974 0.9589 0.7241 0.875 0.9272 0.7925 0.8415 0.9752
0.2823 0.2953 1030 0.2199 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9745
0.2393 0.2967 1035 0.2238 0.8922 0.8974 0.9589 0.7241 0.875 0.9272 0.7925 0.8415 0.9752
0.339 0.2981 1040 0.2226 0.8922 0.9079 0.9452 0.7586 0.8462 0.9262 0.8 0.8519 0.9740
0.1979 0.2996 1045 0.2296 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9719
0.1807 0.3010 1050 0.2204 0.8922 0.9079 0.9452 0.7586 0.8462 0.9262 0.8 0.8519 0.9705
0.1895 0.3024 1055 0.2132 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9735
0.24 0.3039 1060 0.2036 0.9020 0.8987 0.9726 0.7241 0.9130 0.9342 0.8077 0.8484 0.9740
0.1723 0.3053 1065 0.2033 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9731
0.3247 0.3067 1070 0.2002 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9747
0.2574 0.3082 1075 0.2152 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9667
0.2843 0.3096 1080 0.2324 0.8824 0.9067 0.9315 0.7586 0.8148 0.9189 0.7857 0.8451 0.9636
0.2881 0.3110 1085 0.2337 0.8824 0.9067 0.9315 0.7586 0.8148 0.9189 0.7857 0.8451 0.9639
0.1758 0.3125 1090 0.2205 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9674
0.2436 0.3139 1095 0.2051 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9735
0.1412 0.3153 1100 0.1954 0.9314 0.9342 0.9726 0.8276 0.9231 0.9530 0.8727 0.9001 0.9780
0.2255 0.3168 1105 0.2001 0.9314 0.9342 0.9726 0.8276 0.9231 0.9530 0.8727 0.9001 0.9750
0.2563 0.3182 1110 0.1920 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9757
0.2387 0.3196 1115 0.1907 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9735
0.1939 0.3211 1120 0.1875 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9740
0.188 0.3225 1125 0.1736 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9771
0.167 0.3239 1130 0.1670 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9792
0.1408 0.3254 1135 0.1831 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9754
0.1869 0.3268 1140 0.2085 0.8922 0.8974 0.9589 0.7241 0.875 0.9272 0.7925 0.8415 0.9707
0.1424 0.3282 1145 0.2155 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9674
0.2291 0.3297 1150 0.2147 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9684
0.2529 0.3311 1155 0.2141 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9679
0.1514 0.3325 1160 0.2276 0.8725 0.8659 0.9726 0.6207 0.9 0.9161 0.7347 0.7966 0.9653
0.1498 0.3340 1165 0.2106 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9655
0.1744 0.3354 1170 0.1940 0.9314 0.9583 0.9452 0.8966 0.8667 0.9517 0.8814 0.9209 0.9674
0.2219 0.3368 1175 0.1861 0.9216 0.9710 0.9178 0.9310 0.8182 0.9437 0.8710 0.9244 0.9702
0.148 0.3383 1180 0.1847 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9726
0.2417 0.3397 1185 0.2202 0.8922 0.8875 0.9726 0.6897 0.9091 0.9281 0.7843 0.8311 0.9688
0.2399 0.3411 1190 0.2410 0.8725 0.8659 0.9726 0.6207 0.9 0.9161 0.7347 0.7966 0.9655
0.2528 0.3426 1195 0.2384 0.8824 0.8961 0.9452 0.7241 0.84 0.92 0.7778 0.8347 0.9627
0.2295 0.3440 1200 0.2312 0.8922 0.9079 0.9452 0.7586 0.8462 0.9262 0.8 0.8519 0.9615
0.3063 0.3454 1205 0.2337 0.8824 0.8961 0.9452 0.7241 0.84 0.92 0.7778 0.8347 0.9603
0.1934 0.3469 1210 0.2320 0.8627 0.8734 0.9452 0.6552 0.8261 0.9079 0.7308 0.8002 0.9634
0.2124 0.3483 1215 0.2129 0.8922 0.9079 0.9452 0.7586 0.8462 0.9262 0.8 0.8519 0.9608
0.0981 0.3497 1220 0.2083 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9634
0.212 0.3512 1225 0.1997 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9684
0.2079 0.3526 1230 0.1934 0.9020 0.9437 0.9178 0.8621 0.8065 0.9306 0.8333 0.8899 0.9693
0.2102 0.3540 1235 0.1929 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9707
0.1327 0.3555 1240 0.1974 0.8922 0.9189 0.9315 0.7931 0.8214 0.9252 0.8070 0.8623 0.9707
0.2285 0.3569 1245 0.2050 0.8922 0.9189 0.9315 0.7931 0.8214 0.9252 0.8070 0.8623 0.9679
0.2552 0.3583 1250 0.2081 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9698
0.238 0.3598 1255 0.2213 0.9216 0.9577 0.9315 0.8966 0.8387 0.9444 0.8667 0.9140 0.9695
0.1674 0.3612 1260 0.2084 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9707
0.1983 0.3626 1265 0.1853 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9773
0.231 0.3641 1270 0.1734 0.9216 0.9577 0.9315 0.8966 0.8387 0.9444 0.8667 0.9140 0.9787
0.1986 0.3655 1275 0.1807 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9733
0.1791 0.3669 1280 0.2029 0.8922 0.9189 0.9315 0.7931 0.8214 0.9252 0.8070 0.8623 0.9702
0.1761 0.3684 1285 0.2086 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9667
0.282 0.3698 1290 0.2028 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9674
0.2034 0.3712 1295 0.1973 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9679
0.2027 0.3727 1300 0.1906 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9667
0.2007 0.3741 1305 0.1971 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9658
0.1814 0.3755 1310 0.2044 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9641
0.2609 0.3770 1315 0.2180 0.8922 0.8974 0.9589 0.7241 0.875 0.9272 0.7925 0.8415 0.9655
0.1753 0.3784 1320 0.2140 0.8922 0.9079 0.9452 0.7586 0.8462 0.9262 0.8 0.8519 0.9660
0.1655 0.3798 1325 0.2121 0.9020 0.92 0.9452 0.7931 0.8519 0.9324 0.8214 0.8692 0.9684
0.1664 0.3813 1330 0.2087 0.9020 0.92 0.9452 0.7931 0.8519 0.9324 0.8214 0.8692 0.9686
0.0811 0.3827 1335 0.2189 0.8824 0.8961 0.9452 0.7241 0.84 0.92 0.7778 0.8347 0.9643
0.1628 0.3841 1340 0.2357 0.8824 0.8861 0.9589 0.6897 0.8696 0.9211 0.7692 0.8243 0.9620
0.3081 0.3856 1345 0.2234 0.8725 0.8947 0.9315 0.7241 0.8077 0.9128 0.7636 0.8278 0.9613
0.1505 0.3870 1350 0.2198 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9603
0.1838 0.3884 1355 0.2110 0.8824 0.9067 0.9315 0.7586 0.8148 0.9189 0.7857 0.8451 0.9653
0.1902 0.3899 1360 0.2147 0.8824 0.8861 0.9589 0.6897 0.8696 0.9211 0.7692 0.8243 0.9709
0.2556 0.3913 1365 0.2078 0.8922 0.8974 0.9589 0.7241 0.875 0.9272 0.7925 0.8415 0.9707
0.211 0.3927 1370 0.1947 0.8922 0.9079 0.9452 0.7586 0.8462 0.9262 0.8 0.8519 0.9717
0.2364 0.3942 1375 0.1877 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9728
0.2105 0.3956 1380 0.1854 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9731
0.2124 0.3970 1385 0.1889 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9764
0.1599 0.3985 1390 0.1872 0.9020 0.92 0.9452 0.7931 0.8519 0.9324 0.8214 0.8692 0.9761
0.2625 0.3999 1395 0.1835 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9745
0.2538 0.4013 1400 0.1902 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9726
0.1865 0.4028 1405 0.1968 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9691
0.1984 0.4042 1410 0.1948 0.9020 0.92 0.9452 0.7931 0.8519 0.9324 0.8214 0.8692 0.9681
0.1503 0.4056 1415 0.1836 0.9020 0.92 0.9452 0.7931 0.8519 0.9324 0.8214 0.8692 0.9705
0.2242 0.4071 1420 0.1809 0.9020 0.92 0.9452 0.7931 0.8519 0.9324 0.8214 0.8692 0.9721
0.1366 0.4085 1425 0.1930 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9719
0.1379 0.4099 1430 0.1973 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9698
0.2614 0.4114 1435 0.1888 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9709
0.1575 0.4128 1440 0.1888 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9717
0.2009 0.4142 1445 0.1992 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9700
0.1699 0.4157 1450 0.2091 0.8922 0.8875 0.9726 0.6897 0.9091 0.9281 0.7843 0.8311 0.9693
0.2626 0.4171 1455 0.2054 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9693
0.1868 0.4185 1460 0.1966 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9676
0.1589 0.4200 1465 0.1885 0.9020 0.9437 0.9178 0.8621 0.8065 0.9306 0.8333 0.8899 0.9681
0.2774 0.4214 1470 0.1885 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9672
0.0745 0.4228 1475 0.1984 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9672
0.157 0.4243 1480 0.2008 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9667
0.191 0.4257 1485 0.2022 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9662
0.2528 0.4271 1490 0.2161 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9639
0.1345 0.4286 1495 0.2196 0.8824 0.8961 0.9452 0.7241 0.84 0.92 0.7778 0.8347 0.9636
0.1852 0.4300 1500 0.2043 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9674
0.1999 0.4314 1505 0.1940 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9717
0.195 0.4329 1510 0.1905 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9724
0.2716 0.4343 1515 0.1874 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9745
0.2144 0.4357 1520 0.1781 0.9216 0.9114 0.9863 0.7586 0.9565 0.9474 0.8462 0.8725 0.9764
0.1704 0.4372 1525 0.1814 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9766
0.1649 0.4386 1530 0.1872 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9731
0.1981 0.4400 1535 0.1883 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9735
0.1659 0.4415 1540 0.1878 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9738
0.3097 0.4429 1545 0.1879 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9712
0.1761 0.4443 1550 0.2002 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9667
0.2821 0.4458 1555 0.2075 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9653
0.2166 0.4472 1560 0.2137 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9641
0.2323 0.4486 1565 0.2105 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9662
0.3076 0.4501 1570 0.2082 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9676
0.1774 0.4515 1575 0.2005 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9655
0.1947 0.4529 1580 0.1935 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9681
0.2376 0.4544 1585 0.1803 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9714
0.2226 0.4558 1590 0.1740 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9745
0.2643 0.4572 1595 0.1782 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9754
0.2112 0.4586 1600 0.1920 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9740
0.1939 0.4601 1605 0.2022 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9731
0.1791 0.4615 1610 0.2093 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9684
0.1744 0.4629 1615 0.2037 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9717
0.1898 0.4644 1620 0.1953 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9745
0.1786 0.4658 1625 0.1833 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9769
0.2312 0.4672 1630 0.1742 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9785
0.1658 0.4687 1635 0.1701 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9778
0.2031 0.4701 1640 0.1812 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9790
0.1792 0.4715 1645 0.1890 0.9216 0.9221 0.9726 0.7931 0.92 0.9467 0.8519 0.8829 0.9783
0.1806 0.4730 1650 0.1822 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9797
0.2104 0.4744 1655 0.1695 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9795
0.183 0.4758 1660 0.1693 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9785
0.1715 0.4773 1665 0.1689 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9787
0.1845 0.4787 1670 0.1707 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9792
0.1688 0.4801 1675 0.1721 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9773
0.167 0.4816 1680 0.1782 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9769
0.1658 0.4830 1685 0.1840 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9745
0.1863 0.4844 1690 0.1888 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9731
0.204 0.4859 1695 0.1815 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9745
0.1597 0.4873 1700 0.1703 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9785
0.1905 0.4887 1705 0.1729 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9769
0.1768 0.4902 1710 0.1746 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9778
0.149 0.4916 1715 0.1838 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9778
0.1763 0.4930 1720 0.2065 0.9020 0.8987 0.9726 0.7241 0.9130 0.9342 0.8077 0.8484 0.9769
0.1795 0.4945 1725 0.2079 0.9020 0.8987 0.9726 0.7241 0.9130 0.9342 0.8077 0.8484 0.9726
0.1516 0.4959 1730 0.2042 0.9118 0.9103 0.9726 0.7586 0.9167 0.9404 0.8302 0.8656 0.9719
0.1926 0.4973 1735 0.2018 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9688
0.2223 0.4988 1740 0.2068 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9698
0.2085 0.5002 1745 0.2030 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9684
0.2136 0.5016 1750 0.2014 0.9118 0.9103 0.9726 0.7586 0.9167 0.9404 0.8302 0.8656 0.9698
0.1243 0.5031 1755 0.1957 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9731
0.3094 0.5045 1760 0.1903 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9731
0.1866 0.5059 1765 0.1911 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9724
0.148 0.5074 1770 0.1944 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9726
0.1504 0.5088 1775 0.1926 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9726
0.1791 0.5102 1780 0.1781 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9731
0.209 0.5117 1785 0.1707 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9759
0.1618 0.5131 1790 0.1686 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9752
0.1896 0.5145 1795 0.1732 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9750
0.2333 0.5160 1800 0.1812 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9754
0.1151 0.5174 1805 0.1957 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9653
0.2607 0.5188 1810 0.2030 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9627
0.1406 0.5203 1815 0.1924 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9669
0.1428 0.5217 1820 0.1723 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9740
0.1562 0.5231 1825 0.1660 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9773
0.232 0.5246 1830 0.1586 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9792
0.1466 0.5260 1835 0.1553 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9806
0.1342 0.5274 1840 0.1534 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9816
0.1745 0.5289 1845 0.1519 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9825
0.2085 0.5303 1850 0.1515 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9818
0.1788 0.5317 1855 0.1564 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9792
0.195 0.5332 1860 0.1565 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9806
0.1871 0.5346 1865 0.1615 0.9314 0.9342 0.9726 0.8276 0.9231 0.9530 0.8727 0.9001 0.9802
0.2173 0.5360 1870 0.1668 0.9314 0.9342 0.9726 0.8276 0.9231 0.9530 0.8727 0.9001 0.9780
0.1468 0.5375 1875 0.1665 0.9314 0.9342 0.9726 0.8276 0.9231 0.9530 0.8727 0.9001 0.9761
0.1871 0.5389 1880 0.1674 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9757
0.1291 0.5403 1885 0.1685 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9771
0.2446 0.5418 1890 0.1715 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9757
0.1702 0.5432 1895 0.1789 0.9314 0.9342 0.9726 0.8276 0.9231 0.9530 0.8727 0.9001 0.9761
0.2338 0.5446 1900 0.1872 0.9216 0.9221 0.9726 0.7931 0.92 0.9467 0.8519 0.8829 0.9759
0.2124 0.5461 1905 0.1783 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9771
0.2496 0.5475 1910 0.1636 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9773
0.173 0.5489 1915 0.1555 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9797
0.1256 0.5504 1920 0.1494 0.9314 0.9583 0.9452 0.8966 0.8667 0.9517 0.8814 0.9209 0.9797
0.1642 0.5518 1925 0.1432 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9813
0.1775 0.5532 1930 0.1344 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9839
0.2676 0.5547 1935 0.1336 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9830
0.1966 0.5561 1940 0.1443 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9806
0.1798 0.5575 1945 0.1527 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9778
0.2363 0.5590 1950 0.1631 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9747
0.217 0.5604 1955 0.1799 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9717
0.1751 0.5618 1960 0.1898 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9702
0.1861 0.5633 1965 0.1909 0.9020 0.9315 0.9315 0.8276 0.8276 0.9315 0.8276 0.8795 0.9686
0.2093 0.5647 1970 0.1824 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9705
0.1981 0.5661 1975 0.1739 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9731
0.1974 0.5676 1980 0.1725 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9743
0.1694 0.5690 1985 0.1703 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9726
0.2024 0.5704 1990 0.1641 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9735
0.1925 0.5719 1995 0.1596 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9745
0.1654 0.5733 2000 0.1604 0.9118 0.9444 0.9315 0.8621 0.8333 0.9379 0.8475 0.8968 0.9738
0.1801 0.5747 2005 0.1613 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9726
0.2458 0.5762 2010 0.1713 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9707
0.2331 0.5776 2015 0.1744 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9695
0.2102 0.5790 2020 0.1725 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9707
0.2806 0.5805 2025 0.1695 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9712
0.2766 0.5819 2030 0.1674 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9735
0.2693 0.5833 2035 0.1615 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9759
0.1692 0.5848 2040 0.1611 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9773
0.1225 0.5862 2045 0.1642 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9752
0.2409 0.5876 2050 0.1648 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9759
0.1929 0.5891 2055 0.1660 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9743
0.2759 0.5905 2060 0.1655 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9745
0.1688 0.5919 2065 0.1649 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9740
0.2997 0.5934 2070 0.1640 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9747
0.2577 0.5948 2075 0.1654 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9745
0.22 0.5962 2080 0.1683 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9754
0.1822 0.5977 2085 0.1706 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9750
0.2267 0.5991 2090 0.1735 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9752
0.2421 0.6005 2095 0.1757 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9754
0.162 0.6020 2100 0.1744 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9771
0.2381 0.6034 2105 0.1710 0.9314 0.9342 0.9726 0.8276 0.9231 0.9530 0.8727 0.9001 0.9806
0.1997 0.6048 2110 0.1662 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9813
0.1425 0.6063 2115 0.1643 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1653 0.6077 2120 0.1610 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9792
0.2361 0.6091 2125 0.1629 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9783
0.174 0.6106 2130 0.1630 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9785
0.1718 0.6120 2135 0.1675 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9773
0.2578 0.6134 2140 0.1702 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9787
0.2406 0.6149 2145 0.1764 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9759
0.2353 0.6163 2150 0.1766 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9759
0.2344 0.6177 2155 0.1758 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9764
0.1625 0.6192 2160 0.1782 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9745
0.227 0.6206 2165 0.1810 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9761
0.2121 0.6220 2170 0.1801 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9761
0.1676 0.6235 2175 0.1764 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9769
0.1724 0.6249 2180 0.1725 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9787
0.2411 0.6263 2185 0.1735 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9780
0.1378 0.6278 2190 0.1705 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9780
0.2065 0.6292 2195 0.1684 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9787
0.1578 0.6306 2200 0.1708 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9778
0.248 0.6321 2205 0.1740 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9783
0.276 0.6335 2210 0.1796 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9785
0.1704 0.6349 2215 0.1830 0.9020 0.92 0.9452 0.7931 0.8519 0.9324 0.8214 0.8692 0.9787
0.1378 0.6364 2220 0.1830 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9785
0.305 0.6378 2225 0.1818 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9783
0.1992 0.6392 2230 0.1858 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9771
0.1312 0.6407 2235 0.1844 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9773
0.1394 0.6421 2240 0.1846 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9783
0.1282 0.6435 2245 0.1858 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9773
0.2408 0.6450 2250 0.1862 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9764
0.1597 0.6464 2255 0.1837 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9759
0.1886 0.6478 2260 0.1749 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9792
0.2165 0.6493 2265 0.1702 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9821
0.247 0.6507 2270 0.1664 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9825
0.1521 0.6521 2275 0.1710 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9811
0.1112 0.6536 2280 0.1725 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9797
0.2272 0.6550 2285 0.1747 0.9412 0.9467 0.9726 0.8621 0.9259 0.9595 0.8929 0.9173 0.9792
0.1809 0.6564 2290 0.1736 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.2363 0.6579 2295 0.1749 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9783
0.248 0.6593 2300 0.1758 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9769
0.1656 0.6607 2305 0.1783 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9778
0.111 0.6622 2310 0.1767 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9769
0.2039 0.6636 2315 0.1713 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9790
0.2027 0.6650 2320 0.1707 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9797
0.1968 0.6665 2325 0.1703 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9799
0.1275 0.6679 2330 0.1694 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9818
0.2224 0.6693 2335 0.1660 0.9314 0.9342 0.9726 0.8276 0.9231 0.9530 0.8727 0.9001 0.9844
0.1406 0.6708 2340 0.1674 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9825
0.1002 0.6722 2345 0.1737 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9806
0.2639 0.6736 2350 0.1792 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9787
0.1506 0.6751 2355 0.1824 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9790
0.1731 0.6765 2360 0.1835 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9783
0.1409 0.6779 2365 0.1842 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9783
0.2192 0.6794 2370 0.1867 0.9118 0.9103 0.9726 0.7586 0.9167 0.9404 0.8302 0.8656 0.9792
0.1704 0.6808 2375 0.1909 0.9118 0.9103 0.9726 0.7586 0.9167 0.9404 0.8302 0.8656 0.9799
0.2175 0.6822 2380 0.1847 0.9020 0.9091 0.9589 0.7586 0.88 0.9333 0.8148 0.8588 0.9783
0.204 0.6837 2385 0.1820 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9773
0.1235 0.6851 2390 0.1844 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9773
0.2197 0.6865 2395 0.1851 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9754
0.2078 0.6880 2400 0.1850 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9752
0.2323 0.6894 2405 0.1844 0.9118 0.9324 0.9452 0.8276 0.8571 0.9388 0.8421 0.8864 0.9745
0.1128 0.6908 2410 0.1843 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9738
0.2145 0.6923 2415 0.1799 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9771
0.1561 0.6937 2420 0.1762 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9769
0.1567 0.6951 2425 0.1711 0.9216 0.9452 0.9452 0.8621 0.8621 0.9452 0.8621 0.9036 0.9795
0.1782 0.6966 2430 0.1677 0.9314 0.9342 0.9726 0.8276 0.9231 0.9530 0.8727 0.9001 0.9816
0.2396 0.6980 2435 0.1628 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9830
0.1716 0.6994 2440 0.1590 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9830
0.1568 0.7009 2445 0.1563 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9830
0.1776 0.7023 2450 0.1524 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9825
0.1929 0.7037 2455 0.1515 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9835
0.1839 0.7052 2460 0.1532 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9844
0.1678 0.7066 2465 0.1581 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9832
0.1885 0.7080 2470 0.1669 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9790
0.1712 0.7095 2475 0.1732 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9790
0.2061 0.7109 2480 0.1781 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9771
0.2038 0.7123 2485 0.1784 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9769
0.1557 0.7138 2490 0.1748 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9792
0.0997 0.7152 2495 0.1711 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9809
0.184 0.7166 2500 0.1677 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9825
0.22 0.7181 2505 0.1634 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9849
0.2154 0.7195 2510 0.1607 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9858
0.1009 0.7209 2515 0.1581 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9851
0.1526 0.7224 2520 0.1602 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9818
0.1579 0.7238 2525 0.1603 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9821
0.0944 0.7252 2530 0.1597 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9832
0.2588 0.7267 2535 0.1564 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9842
0.1925 0.7281 2540 0.1547 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9844
0.1689 0.7295 2545 0.1584 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9832
0.105 0.7310 2550 0.1590 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9835
0.2396 0.7324 2555 0.1604 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9832
0.1276 0.7338 2560 0.1630 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9825
0.1453 0.7353 2565 0.1673 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9816
0.1897 0.7367 2570 0.1702 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9795
0.2021 0.7381 2575 0.1747 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9797
0.1981 0.7396 2580 0.1781 0.9118 0.9211 0.9589 0.7931 0.8846 0.9396 0.8364 0.8760 0.9792
0.2454 0.7410 2585 0.1774 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9783
0.1412 0.7424 2590 0.1766 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9769
0.2194 0.7439 2595 0.1746 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9799
0.184 0.7453 2600 0.1728 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9813
0.2137 0.7467 2605 0.1717 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9811
0.1252 0.7482 2610 0.1711 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9818
0.2323 0.7496 2615 0.1678 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9821
0.0821 0.7510 2620 0.1631 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9835
0.2078 0.7525 2625 0.1589 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9839
0.2059 0.7539 2630 0.1571 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9839
0.2197 0.7553 2635 0.1553 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9839
0.1495 0.7568 2640 0.1554 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9839
0.2195 0.7582 2645 0.1526 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9839
0.1811 0.7596 2650 0.1525 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9830
0.2454 0.7611 2655 0.1542 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9830
0.0715 0.7625 2660 0.1549 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9821
0.1752 0.7639 2665 0.1564 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9816
0.1358 0.7654 2670 0.1579 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.154 0.7668 2675 0.1571 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1781 0.7682 2680 0.1559 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9809
0.2194 0.7697 2685 0.1551 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9830
0.199 0.7711 2690 0.1544 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9835
0.2638 0.7725 2695 0.1554 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9825
0.1346 0.7740 2700 0.1562 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9825
0.1696 0.7754 2705 0.1556 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9835
0.2111 0.7768 2710 0.1541 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9825
0.2569 0.7783 2715 0.1519 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9825
0.2371 0.7797 2720 0.1500 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9825
0.1904 0.7811 2725 0.1475 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9844
0.2115 0.7826 2730 0.1487 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9837
0.2357 0.7840 2735 0.1503 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9835
0.2364 0.7854 2740 0.1496 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9832
0.2181 0.7869 2745 0.1508 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9830
0.1167 0.7883 2750 0.1517 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9821
0.1757 0.7897 2755 0.1525 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9823
0.1746 0.7912 2760 0.1510 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9825
0.1961 0.7926 2765 0.1514 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9823
0.1872 0.7940 2770 0.1547 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9823
0.1704 0.7955 2775 0.1573 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9816
0.1738 0.7969 2780 0.1596 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9821
0.1948 0.7983 2785 0.1603 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9821
0.2587 0.7998 2790 0.1615 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9821
0.1949 0.8012 2795 0.1602 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9816
0.2126 0.8026 2800 0.1607 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9825
0.1521 0.8041 2805 0.1609 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9811
0.1696 0.8055 2810 0.1601 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9821
0.2204 0.8069 2815 0.1577 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9816
0.1333 0.8084 2820 0.1562 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9821
0.1674 0.8098 2825 0.1561 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9825
0.2072 0.8112 2830 0.1574 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9821
0.1494 0.8127 2835 0.1580 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9821
0.1961 0.8141 2840 0.1579 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9825
0.1516 0.8155 2845 0.1573 0.9216 0.9333 0.9589 0.8276 0.8889 0.9459 0.8571 0.8932 0.9825
0.1965 0.8170 2850 0.1553 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9828
0.1406 0.8184 2855 0.1519 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9832
0.2018 0.8198 2860 0.1499 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9828
0.1338 0.8213 2865 0.1481 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9835
0.1819 0.8227 2870 0.1480 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9830
0.131 0.8241 2875 0.1478 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9832
0.1752 0.8256 2880 0.1484 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9835
0.2537 0.8270 2885 0.1486 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9835
0.102 0.8284 2890 0.1482 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9835
0.1812 0.8299 2895 0.1456 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9835
0.2981 0.8313 2900 0.1446 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9844
0.2156 0.8327 2905 0.1438 0.9412 0.9589 0.9589 0.8966 0.8966 0.9589 0.8966 0.9277 0.9844
0.2739 0.8342 2910 0.1440 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9849
0.2944 0.8356 2915 0.1451 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9854
0.1878 0.8370 2920 0.1461 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9858
0.1556 0.8385 2925 0.1449 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9858
0.3001 0.8399 2930 0.1456 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9854
0.161 0.8413 2935 0.1465 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9854
0.1846 0.8428 2940 0.1475 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9854
0.1283 0.8442 2945 0.1479 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9844
0.2014 0.8456 2950 0.1483 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9849
0.1193 0.8471 2955 0.1482 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9849
0.173 0.8485 2960 0.1503 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9844
0.2043 0.8499 2965 0.1506 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9842
0.1808 0.8514 2970 0.1510 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9839
0.2009 0.8528 2975 0.1502 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9835
0.1878 0.8542 2980 0.1497 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9849
0.1578 0.8557 2985 0.1499 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9839
0.1447 0.8571 2990 0.1496 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9839
0.2577 0.8585 2995 0.1510 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9839
0.1432 0.8600 3000 0.1504 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9835
0.215 0.8614 3005 0.1508 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9832
0.1918 0.8628 3010 0.1511 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9830
0.186 0.8643 3015 0.1524 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9816
0.1729 0.8657 3020 0.1532 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806
0.1906 0.8671 3025 0.1546 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9811
0.2182 0.8686 3030 0.1561 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806
0.2024 0.8700 3035 0.1574 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806
0.1498 0.8714 3040 0.1576 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9795
0.1675 0.8729 3045 0.1573 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1364 0.8743 3050 0.1576 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1572 0.8757 3055 0.1579 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9799
0.1963 0.8772 3060 0.1563 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1563 0.8786 3065 0.1571 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1515 0.8800 3070 0.1565 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1751 0.8815 3075 0.1572 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1364 0.8829 3080 0.1573 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1998 0.8843 3085 0.1573 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9792
0.2002 0.8858 3090 0.1563 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9792
0.1703 0.8872 3095 0.1560 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9792
0.1054 0.8886 3100 0.1546 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9792
0.2258 0.8901 3105 0.1537 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.2737 0.8915 3110 0.1536 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.0839 0.8929 3115 0.1538 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9785
0.191 0.8944 3120 0.1539 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.187 0.8958 3125 0.1532 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9799
0.1747 0.8972 3130 0.1530 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9792
0.1905 0.8987 3135 0.1529 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1002 0.9001 3140 0.1526 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1346 0.9015 3145 0.1521 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9799
0.1346 0.9030 3150 0.1514 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806
0.1009 0.9044 3155 0.1513 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806
0.2144 0.9058 3160 0.1517 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.0952 0.9073 3165 0.1513 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.2243 0.9087 3170 0.1524 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1612 0.9101 3175 0.1518 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9799
0.1779 0.9116 3180 0.1527 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9795
0.1778 0.9130 3185 0.1516 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.2009 0.9144 3190 0.1524 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1867 0.9159 3195 0.1527 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1473 0.9173 3200 0.1523 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.2354 0.9187 3205 0.1514 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9813
0.1022 0.9202 3210 0.1517 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.181 0.9216 3215 0.1509 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1972 0.9230 3220 0.1515 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1619 0.9245 3225 0.1513 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806
0.1746 0.9259 3230 0.1509 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806
0.1163 0.9273 3235 0.1516 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9809
0.1567 0.9288 3240 0.1514 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806
0.1393 0.9302 3245 0.1513 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9804
0.1309 0.9316 3250 0.1513 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9804
0.2515 0.9331 3255 0.1507 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806
0.1838 0.9345 3260 0.1523 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806
0.2849 0.9359 3265 0.1518 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806
0.1664 0.9374 3270 0.1526 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9804
0.2553 0.9388 3275 0.1526 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1766 0.9402 3280 0.1530 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1784 0.9417 3285 0.1528 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1326 0.9431 3290 0.1532 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1765 0.9445 3295 0.1534 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.2551 0.9460 3300 0.1533 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1567 0.9474 3305 0.1530 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.2379 0.9488 3310 0.1526 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1105 0.9503 3315 0.1531 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1323 0.9517 3320 0.1526 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806
0.1495 0.9531 3325 0.1534 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9799
0.2616 0.9546 3330 0.1534 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.0899 0.9560 3335 0.1534 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1891 0.9574 3340 0.1536 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9795
0.1159 0.9589 3345 0.1535 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.2205 0.9603 3350 0.1527 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1884 0.9617 3355 0.1535 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1667 0.9632 3360 0.1534 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9804
0.1923 0.9646 3365 0.1532 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.2166 0.9660 3370 0.1540 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806
0.2429 0.9675 3375 0.1536 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9804
0.1384 0.9689 3380 0.1533 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1483 0.9703 3385 0.1540 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9804
0.2502 0.9718 3390 0.1542 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1475 0.9732 3395 0.1541 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1849 0.9746 3400 0.1537 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1699 0.9761 3405 0.1531 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9811
0.1697 0.9775 3410 0.1537 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.2058 0.9789 3415 0.1537 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1922 0.9804 3420 0.1542 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9795
0.1716 0.9818 3425 0.1536 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1533 0.9832 3430 0.1538 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9799
0.1438 0.9847 3435 0.1537 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9804
0.2466 0.9861 3440 0.1540 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9792
0.1644 0.9875 3445 0.1548 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1221 0.9890 3450 0.1539 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9795
0.2042 0.9904 3455 0.1540 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1906 0.9918 3460 0.1532 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806
0.2136 0.9933 3465 0.1541 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9802
0.1237 0.9947 3470 0.1537 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9797
0.1941 0.9961 3475 0.1541 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806
0.1992 0.9976 3480 0.1541 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9792
0.1117 0.9990 3485 0.1536 0.9314 0.9459 0.9589 0.8621 0.8929 0.9524 0.8772 0.9105 0.9806

Framework versions

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