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Tencent / ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform
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量化int8，在arm上推理速度比fp32慢很多 #3007

Closed Yang507 closed 11 months ago

Yang507 commented 3 years ago

本来均值为0，量化中修改norm={1.0,1.0,1.0};能成功转换为int8格式，推理得到正确结果

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383_param_0 31.016994 106.146507 99.963898 108.709557 113.821175 115.594498 102.316208 69.166969 89.239532 165.925613 77.639389 59.166641 121.877869 150.899994 169.845184 122.071129 91.902283 301.538849 136.134628 240.959671 252.210007 98.996994 48.014091 97.331001 89.212181 200.446335 255.264740 121.904655 171.032486 187.747177 143.088852 104.430977 67.591850 93.431686 117.946335 120.757446 85.681030 116.274940 219.603516 32.747643 90.000359 130.302490 136.476120 94.750755 38.144695 193.512161 122.607613 226.939804 112.009071 255.696747 150.376419 155.622284 210.098297 108.555664 166.748566 54.384579 57.827271 197.966278 79.476746 101.339516 76.958778 76.844780 138.327255 103.389549 116.215515 92.444633 185.921844 135.725571 85.636436 177.201660 226.457840 103.614944 141.670883 131.284988 113.992363 50.924725 139.615067 103.565742 130.974197 111.458298 118.190025 144.940155 99.271324 83.003975 37.944813 80.053596 116.939896 110.544380 223.969025 139.099487 156.962341 78.366760 132.022583 272.523956 173.625336 85.968033 47.832088 88.102791 175.961502 131.415329 314.767883 109.874352 227.906006 50.953896 97.916977 121.193077 122.553535 238.241791 68.158150 119.108154 74.713509 137.219894 69.678589 246.365280 74.399452 77.057518 127.275459 268.395691 129.938049 59.349899 177.003693 140.503204 215.466049 118.247635 86.612610 180.376358 81.914543 118.009048 122.255341 111.153214 122.191116 157.808533 61.091740 114.446274 114.366318 173.683990 152.992752 205.862015 77.052528 108.783615 133.123444 108.540009 62.564861 183.213287 164.246246 96.945686 116.332191 105.884232 121.313293 131.492218 100.877480 46.574081 72.340088 176.826019 99.915611 70.125961 194.885880 107.838875 132.165100 90.515503 83.775642 119.796402 94.224609 112.722572 100.365074 254.498199 96.305412 88.394073 92.112770 131.878708 369.892456 114.778275 101.862198 122.122063 167.830353 156.455765 98.569809 119.322464 381.934326 64.353897 142.283264 138.015671 179.062759 182.997635 206.360184 109.778091 172.951080 72.567070 261.140961 71.227989 112.080200 116.857483 
386_param_0 222.181976 326.989990 398.530426 341.986633 400.928040 287.552185 440.016541 324.454529 412.186859 515.197998 234.494293 548.884949 286.296570 325.155731 350.020630 281.472687 353.192383 296.803314 480.989685 387.949799 514.831787 343.482025 360.155670 324.696503 394.011475 271.366486 277.622864 308.588501 613.772644 310.509216 304.302734 301.494232 
389_param_0 1083.594604 770.059814 1014.525024 759.147949 776.032898 795.418457 614.225403 417.199646 1068.123657 1043.145386 652.501404 883.099365 937.575806 973.577454 593.488464 972.883240 729.845642 763.336670 762.507874 548.925537 768.275330 493.874329 733.077454 844.632629 792.875305 755.263123 857.294922 680.208130 795.460144 1253.900146 861.253723 956.453003 844.110413 843.077026 681.766785 873.855469 559.394897 801.309448 1309.401611 899.774292 888.597595 852.929932 738.187073 891.569092 796.429993 925.396057 471.915497 922.889099 1229.695435 991.278809 573.619263 812.584900 525.796204 751.345093 1236.138916 826.538208 1066.538330 571.252686 823.459778 666.776123 790.501038 565.089050 906.660645 665.111206 896.317383 801.405334 753.277161 773.960083 760.847656 710.854553 928.755188 754.363281 853.853516 1217.887451 884.788086 852.798584 584.134216 723.878052 658.009766 809.857361 878.012756 1096.296265 559.931213 736.629578 866.464050 1013.607544 917.505371 1073.741333 853.376831 667.760742 949.327698 857.236572 1009.317932 671.151184 909.823853 818.601746 979.445557 802.554443 726.292053 682.732361 889.828369 1198.831543 715.896301 687.407837 1070.754395 695.860840 651.371704 844.214722 625.730225 825.020569 738.761353 781.335754 1046.305420 894.700134 949.281189 596.812073 704.214233 733.863892 739.564026 881.793457 1005.154175 773.564209 873.391907 818.261780 659.403442 747.297852 491.843292 713.112427 750.713501 1053.324585 712.415222 777.267944 644.852478 947.842041 775.647949 1086.439941 1039.948486 749.600281 1051.547729 724.443542 823.331909 607.966003 586.524170 686.009888 908.498291 532.114014 864.529236 993.684326 1112.718506 792.484070 885.917969 730.121094 821.418884 774.827332 554.542358 593.419434 674.380676 852.758057 1052.499023 1037.494019 845.681519 1042.410034 627.442200 581.778015 916.643494 799.771973 863.653259 732.625549 717.263062 615.084106 947.428894 900.263489 527.130066 684.185364 1010.435913 500.644257 668.420410 801.872131 1087.454834 888.409363 699.614746 872.584534 710.640930 579.434326 972.193604 807.055969 772.755493 690.892639 637.286743 763.766663 848.442200 1011.083069 
392_param_0 269.363220 208.039139 195.215088 157.564606 273.397736 217.119904 232.134399 125.140572 176.447327 247.872192 126.531105 155.815338 251.898178 239.603653 193.029388 218.734711 338.367920 213.224289 260.292145 182.521027 158.884109 154.992996 276.855225 142.725952 96.642662 150.262161 202.864258 159.625198 121.883965 253.791061 266.304810 162.367844 293.068542 149.431046 85.574768 197.813599 91.528297 173.922119 129.769104 187.503754 240.427979 258.127319 167.234085 204.295609 242.511765 172.788040 299.933990 190.532700 319.310211 229.996124 169.237808 163.450439 162.230606 269.877197 369.362610 169.633896 163.157196 323.681213 234.482513 152.358154 132.133362 245.994156 250.044769 202.071365 130.575119 255.101242 64.126564 233.030579 206.759964 284.645447 186.319656 231.410324 225.299286 150.826508 182.932755 245.184570 107.469749 159.037598 213.986786 231.847137 207.440109 254.623856 146.566406 165.979065 246.010513 161.930420 313.622894 163.459351 255.304886 185.964081 178.633865 142.977158 256.847168 303.866394 130.361801 249.022171 154.438538 163.249161 184.884537 156.867920 287.139954 86.015396 136.695984 106.322685 158.156769 260.167694 288.908386 169.362640 249.774384 215.072479 162.790054 135.551559 180.407806 109.736282 247.518860 110.582176 277.495270 261.966339 180.139587 249.778641 195.089401 136.023712 175.766693 230.091309 107.445251 356.452850 126.914078 179.508255 228.805511 159.966949 417.314911 264.441803 183.925110 221.224106 114.284805 180.556808 173.585266 155.943207 147.618713 137.474991 147.748398 155.244202 185.905624 155.943787 272.112732 178.160019 175.023865 92.733589 200.027603 119.560692 101.620590 218.388306 187.985184 160.438339 213.523376 216.166489 160.041214 147.346924 193.566605 187.458908 164.005692 226.500488 311.253540 172.666550 169.945389 146.152969 250.088318 206.599640 240.190552 153.518448 171.297318 241.288330 165.177872 299.342102 81.532684 241.845306 118.914513 158.663544 161.367325 122.850929 153.189987 286.506897 175.536774 311.787933 260.904388 258.556274 202.245987 309.822113 366.932159 158.395203 190.770767 251.055466 
395_param_0 568.602356 651.402832 565.378418 473.602814 426.186371 610.939026 492.529663 623.159729 597.868408 451.276398 545.447327 597.148804 640.684998 688.230103 497.289368 454.160980 479.115845 613.019714 458.726227 549.647034 609.715210 667.448303 450.309204 613.243408 662.485474 619.351135 414.500183 615.588867 498.496094 472.334412 628.805603 711.305115 556.816895 511.590057 528.932983 603.221619 591.590027 486.559753 585.379639 519.231079 696.271423 446.830719 349.399841 598.116455 472.583527 446.737762 575.083496 645.739380 386.261230 762.588928 471.220184 634.537048 571.136719 580.857727 620.666931 428.521393 711.485596 700.855164 587.406982 595.743103 544.370850 496.812805 551.643188 607.162231 
397_param_0 742.230774 745.006531 716.300415 602.409363 568.347351 619.264465 597.980774 878.967773 727.927673 850.452637 722.904663 819.270386 676.009705 649.248413 967.637024 713.723755 788.021057 723.606262 571.619751 550.659119 743.472168 997.535767 681.871460 672.568054 801.040588 721.801086 947.962219 854.429871 617.639099 865.220825 586.372131 592.892883 857.415833 740.576599 756.253967 599.184448 760.021362 645.215698 1066.290405 768.239990 881.165588 743.595520 726.555420 946.398193 722.183838 809.115234 767.569458 957.574707 715.694397 760.860168 851.800476 619.218994 718.020752 952.264648 735.500671 1141.339966 757.866516 936.128235 611.343384 710.081543 550.575134 747.232605 730.311584 791.989502 503.015350 702.870850 886.755615 496.995270 756.899475 614.455200 671.824768 655.148438 418.280426 979.561279 733.428650 914.983337 571.822449 592.679565 839.822632 809.792908 798.121277 1019.674988 817.637939 867.392639 655.566223 802.417175 956.492004 773.659180 792.263245 857.841797 504.672455 768.753052 1116.287109 843.306030 866.745422 1051.416260 649.841187 1045.124023 731.242371 650.233276 858.765320 712.416992 806.319153 944.592834 782.041748 869.909973 657.121216 754.303650 782.484863 653.035522 893.263550 500.750916 733.940979 909.581787 702.461243 714.061951 980.761353 575.414917 599.897705 808.490967 782.688904 746.036194 586.663086 686.361633 753.406616 652.653992 628.277344 1003.130798 843.345215 792.999146 948.399780 1038.235596 772.467896 762.297180 747.926636 931.901245 573.848206 707.152771 750.724487 669.012634 635.233582 806.768188 1007.084351 702.875366 676.356201 1021.194824 1019.647705 693.551514 971.635925 853.416443 748.752319 768.963257 523.872559 638.649719 1010.760071 805.452698 568.364014 1084.081787 990.487366 714.958618 633.584656 747.004272 782.364197 913.244202 837.598938 619.047729 565.774475 962.085938 718.834351 817.402954 627.521667 679.739563 790.640808 492.758087 730.764587 742.333313 1217.393555 577.030701 710.583435 880.321045 573.056885 816.041504 782.239014 521.950623 605.056641 725.722900 973.928955 710.835571 709.862122 725.492676 566.300903 1064.612427 872.079224 544.613220 872.585083 713.884216 1040.726562 962.445862 621.292603 1119.480713 742.997437 942.092834 787.932007 807.020508 832.849182 547.993835 676.437927 704.558411 620.844971 1150.902954 888.048523 677.942200 936.100342 984.009460 733.797791 589.641235 814.272400 546.473572 660.805237 830.985840 636.661926 788.001160 663.572083 632.931274 814.185852 809.429565 883.442566 592.326538 593.186707 936.959656 827.115173 736.124084 606.749268 796.996887 849.080688 844.412170 893.356628 575.108337 703.655701 507.727081 654.917053 1007.624634 971.443726 891.859009 866.991272 627.593445 696.817566 754.131897 669.084778 791.242920 759.785339 987.900024 685.622437 819.716553 626.121643 491.741241 864.710693 436.346191 749.557373 934.775452 669.461426 1054.850220 552.744385 889.921631 753.993958 747.156006 785.906555 802.862915 557.009766 706.355713 680.792603 870.981140 782.062317 594.960571 531.021240 927.474731 995.851746 786.187317 578.059692 1143.722168 791.978210 633.143372 684.325806 541.737183 641.612122 464.061249 455.145142 916.949707 659.583862 709.413269 743.600586 581.477112 748.008362 1042.557007 544.285950 818.274109 906.486755 695.894653 879.700623 583.361328 787.746460 621.268677 923.871521 694.848816 655.038330 638.580200 717.004028 1170.927002 987.091309 678.597595 835.603699 586.530823 898.442932 655.711792 768.624634 653.604248 655.071045 847.478699 742.060242 669.349121 729.655029 851.135986 839.186951 800.184692 865.511108 723.207947 664.616760 836.096313 574.425232 968.225220 457.661530 720.875549 796.276367 966.182007 742.309570 613.572449 1015.390686 789.118835 843.407166 891.612854 900.233398 460.048615 850.686768 559.297058 597.832153 655.510315 643.655334 741.273865 815.405701 831.182007 746.852051 855.681580 728.986328 962.913330 637.914612 671.664124 733.331909 782.624939 683.645020 711.002502 649.852173 573.567932 711.787476 838.877869 995.245300 809.796082 724.315674 823.953186 886.143372 878.004761 663.440613 809.747498 677.261475 847.137390 695.071533 679.656189 614.529358 849.938110 658.057068 942.781982 915.298218 797.492798 970.707520 934.893799 
400_param_0 267.928986 98.760323 331.577515 125.296829 313.996552 159.273239 124.476852 133.432571 162.238861 107.703781 132.121201 92.800064 134.713211 86.212616 204.024017 145.992188 127.100319 164.080795 203.771179 152.773087 188.646912 189.679062 146.162338 132.015472 242.399857 100.039474 117.143616 109.833260 134.775940 185.243301 101.999985 84.765099 197.759598 152.300476 108.216454 188.282257 106.549553 84.321053 100.539017 175.323303 164.456268 180.118103 141.800781 243.811188 239.034500 286.518250 127.587723 106.254196 129.355576 92.144745 92.182121 252.915115 279.680023 191.786865 245.421036 167.620682 121.027008 110.994423 131.125549 191.667847 292.794373 211.920273 196.307968 193.936813 176.225632 117.895615 93.116081 99.916794 123.373367 83.717422 214.215714 108.304214 273.559418 128.790436 158.379105 219.243851 202.425934 158.105743 107.367134 118.166000 232.162079 68.503822 109.657097 272.499451 139.150452 93.237671 240.795044 227.931870 87.903694 146.896194 214.059448 122.391342 88.064690 102.617813 139.016205 149.629990 110.057640 81.164886 114.233871 192.514023 259.287445 158.486298 208.144592 134.912872 123.005844 83.844910 134.577316 106.122734 228.073898 310.039734 224.622787 124.650635 93.308578 193.788971 177.542191 148.018600 156.784164 242.121170 66.154938 227.345245 98.388908 152.891296 193.376511 175.186493 182.738907 121.647064 169.391296 86.370110 171.978851 166.667160 166.367081 217.549026 191.836136 189.376633 204.894623 123.406036 135.940750 235.735535 170.851501 289.149139 128.831146 124.639565 157.641495 148.418930 226.108109 99.520630 124.103439 151.557098 147.759277 175.824188 134.472885 114.133705 158.946457 60.522594 143.512177 164.432175 121.911644 103.247726 192.791489 226.584869 184.453552 251.162979 139.198517 222.760880 133.409897 320.375885 151.082840 346.981323 108.733963 139.112228 185.663239 187.703461 139.107697 182.813232 163.647842 124.268021 142.418091 370.418640 131.317764 285.445496 267.846436 107.446114 91.129272 351.959717 235.238693 154.462204 208.512543 267.877197 285.185638 137.577591 232.043625 220.895416 147.905212 163.887253 108.756378 140.193710 214.098373 66.088074 122.692192 95.428894 196.790375 131.741974 109.822441 110.445763 160.260025 162.155563 267.138611 166.316483 262.968628 53.338749 79.057220 142.568054 227.800720 170.716309 112.781799 182.256958 104.678391 115.073441 164.513733 242.058746 325.627716 175.350647 227.423813 238.889114 121.862404 127.292992 239.410812 126.296028 137.106201 77.145660 227.378067 192.695007 277.082458 78.113831 213.237381 157.387619 112.667976 66.272606 198.302185 206.045166 199.555222 109.085022 167.726166 325.500610 150.961411 267.629822 167.844894 99.488304 285.433105 114.759293 91.815529 263.073975 114.791954 153.621719 198.341660 138.513916 163.711716 304.096405 127.202988 195.790054 100.287094 195.057175 207.240082 88.091621 128.277847 82.696754 85.718231 107.545792 308.810822 97.670387 86.419083 206.482727 359.878113 185.777740 166.126877 141.985611 139.613541 244.263428 84.113602 282.314514 102.820251 96.427406 120.209084 104.018341 180.245468 460.887604 133.679337 145.530960 53.290703 315.463104 193.793716 174.855667 319.277771 113.035965 324.963562 60.165428 111.782707 142.194611 202.039108 247.906372 121.714020 80.913147 131.154434 90.172462 186.514404 160.313416 181.253555 97.852692 171.864365 426.148315 294.458435 141.820236 238.179871 208.183548 242.601913 191.382645 120.202545 87.733139 254.691849 183.192856 228.050186 116.177788 132.940460 83.106903 170.416595 366.275177 219.784149 195.549835 202.079819 100.165306 154.663834 127.881470 128.753159 122.369858 173.850998 126.608009 270.320679 218.349411 126.903755 153.329590 109.221359 302.089508 262.025665 283.227692 154.777939 127.414047 124.080116 94.564758 153.244186 97.414452 246.981812 117.606674 322.640289 123.507385 155.200012 105.365646 160.313156 112.751053 175.391983 106.267319 179.379028 230.649399 99.022110 95.520515 157.730606 150.890549 211.928101 127.480782 133.945450 123.995674 166.932892 80.917381 125.591316 77.790497 242.921799 135.242340 208.047791 163.994293 130.977188 118.495087 109.864014 208.452972 317.448608 73.825493 
403_param_0 484.835754 698.316040 876.517944 826.879089 627.557190 613.738342 643.508667 716.758057 661.231018 488.786896 671.989136 492.312988 654.287842 567.166626 537.685730 502.229919 659.775940 617.882202 543.744202 477.155334 597.869934 595.727417 429.626038 708.758423 545.161865 740.522949 445.146698 738.905457 547.002563 669.345215 720.927307 572.903625 534.058777 521.093262 675.980835 375.680847 737.755310 648.695374 467.424500 1022.672363 556.799377 874.389832 537.216614 561.744690 580.729248 442.124847 552.181091 511.639893 577.154724 535.793579 587.426392 631.327515 698.703552 599.940247 692.893433 557.732361 677.354309 736.228271 522.421265 641.304565 834.703613 627.599915 528.787109 689.650818 
406_param_0 970.178772 657.011902 844.781738 736.948608 620.296814 649.974670 885.299438 1046.226807 844.126099 795.156372 916.333252 820.198059 995.265869 648.942078 705.990845 734.173218 813.761597 1024.430664 811.473206 688.855957 713.113770 926.305420 959.203796 976.533386 668.879517 1215.418457 948.738464 977.626404 699.794189 914.065247 966.746277 674.729797 775.270386 856.002747 948.283569 832.812317 699.976562 1104.927979 954.526917 968.229919 863.945923 817.509216 665.055481 856.552063 921.839722 747.539917 994.839600 779.400879 898.413147 767.665588 668.357117 908.187805 903.176880 869.731934 920.427124 840.337036 788.877136 709.979675 1016.847656 1040.842896 850.559326 835.464172 745.516602 1376.845459 956.201172 908.946411 857.058044 772.338074 1008.820190 801.540649 1009.280273 1085.233521 893.301147 764.424927 800.314026 640.987244 841.713440 720.804382 1031.156860 986.245850 732.734436 725.017761 592.554871 981.754395 795.307617 854.880188 840.151367 621.255859 992.610046 959.253967 1085.132935 964.866028 861.916016 717.525269 914.616028 904.020264 843.925659 887.356934 828.098450 969.081726 724.427795 767.555847 530.427551 1013.480591 906.999023 817.718750 869.504028 894.790588 933.306152 867.394470 1115.555908 1196.346680 1038.716797 943.272522 827.905457 828.516846 635.354004 779.041077 708.131714 724.296936 847.411804 827.121216 638.495483 693.073364 1089.045776 820.899719 730.311829 908.551147 812.452087 892.314880 987.342102 857.996460 1169.706909 827.529419 1209.770874 879.196899 983.062622 618.122864 937.804321 927.922546 990.875061 833.278381 913.441772 777.100647 618.430237 844.487427 575.999023 892.897156 673.857483 968.252747 759.946777 765.229980 875.141724 1017.686035 855.959290 798.169678 691.230408 919.029175 627.414795 954.132812 545.816040 960.493164 1045.042480 767.631531 596.482056 1066.983398 1049.402344 762.835144 1276.840820 639.903259 979.668274 837.821289 989.442017 923.253845 708.207275 736.787537 779.177612 816.117188 742.740784 925.699951 709.371887 997.159485 784.432434 740.000671 886.746704 976.581360 737.885498 685.036804 788.509644 794.700317 990.290527 765.639648 570.692444 790.248169 834.252686 857.649231 1218.652344 957.913513 842.047302 776.711243 848.889221 815.332336 643.112488 944.208679 941.663147 935.890137 765.146851 926.559387 812.990356 867.545288 788.799133 854.319092 1088.309570 869.470093 679.627747 704.473877 671.767944 1187.105469 921.197632 974.004028 792.909790 779.963623 892.478638 652.622925 715.129272 765.942871 874.149841 715.764771 848.244690 1097.701660 653.844727 782.169495 679.499512 715.065979 833.463928 1080.144165 992.179138 927.290527 769.361084 692.769897 898.172852 880.125366 844.598816 734.515625 1090.959106 768.015930 951.072693 688.518311 675.118286 828.360535 1010.792542 925.993835 1061.057617 1064.372070 651.602173 560.572693 935.797058 1057.274414 934.755188 638.567444 875.199524 767.732422 961.849976 843.269897 949.616882 826.195435 725.175049 1008.462219 927.452637 1098.245728 866.409180 870.836609 787.890320 860.176941 833.398621 778.704102 669.695007 1033.122559 997.645264 1064.113647 697.372803 663.645569 1067.165771 669.978882 869.509094 797.729492 751.676758 866.025696 863.054626 939.308289 811.982727 655.345886 651.562012 922.227417 693.070862 800.652405 856.728638 774.301270 924.385864 634.075500 833.057190 612.211670 1031.246582 740.869141 793.108948 1034.813110 812.394043 677.031860 1002.430908 748.179321 555.735596 894.016968 970.998596 662.229431 924.238403 632.037781 717.411987 720.854492 802.325256 953.496399 1114.581787 878.481812 893.994019 953.835327 1130.495361 731.357849 879.048523 856.673523 970.486267 775.749268 1012.214600 726.136230 672.108459 926.802979 1121.619141 934.018616 709.661377 842.142822 1226.486084 845.001709 626.397156 828.912231 1002.283081 991.380005 834.378784 828.988342 1006.601868 1196.255859 787.550049 820.832642 844.400330 957.653137 924.999756 939.067932 650.286255 860.038391 707.781738 735.569702 753.537537 623.749695 522.535645 785.490173 651.363342 815.447571 698.986450 855.354675 862.242676 873.527344 863.709534 930.587830 992.692017 712.040466 778.458801 933.054688 685.479370 645.703979 1131.596191 662.515869 955.193726 838.989807 760.139526 623.684204 798.114136 668.084595 
409_param_0 101.741760 91.358337 336.064636 122.788887 89.487442 94.734947 147.961578 94.667328 83.481766 159.842850 87.255325 155.461273 139.031387 120.093140 189.470840 132.204239 130.422058 224.692123 104.776871 225.623337 135.909470 58.661350 105.813004 138.815338 103.286819 203.034607 113.694275 304.691864 147.597885 139.685471 207.400314 153.516754 172.983521 138.768936 53.100292 143.574997 139.869949 240.270264 189.188004 117.453064 118.341705 193.799179 111.483154 101.402924 307.014771 117.421288 103.333199 243.033188 83.681053 77.125679 114.765190 105.722672 140.068466 191.734207 178.413834 109.761925 115.371513 224.395828 201.434219 122.112083 74.546211 126.325302 145.910187 108.125633 120.607338 94.139595 104.923714 137.375656 134.959518 210.265060 249.300400 136.840683 204.242035 154.929596 130.044113 257.610046 138.623749 122.392166 211.574585 94.323669 322.859802 106.279022 212.822159 84.236603 122.652161 123.834106 194.438019 204.623718 66.497917 129.285309 269.658203 179.895889 89.009422 153.311035 78.954613 115.431190 176.860336 184.551376 120.207535 112.705650 90.567543 93.534180 121.299934 78.447807 135.745529 54.491112 170.949783 149.125275 118.537903 118.625435 118.114136 99.509041 157.521591 144.709442 86.549553 87.794724 73.503448 85.426842 133.947800 116.867287 146.511490 124.189957 108.111931 140.878036 98.510414 281.231934 158.098145 95.695312 101.090149 108.789764 264.827698 250.512192 64.568947 149.254440 227.451584 126.184898 149.015488 129.455048 260.785339 241.581680 167.220428 172.105743 155.430664 104.782455 169.838364 94.561943 82.770363 180.018265 264.528290 161.333176 104.661598 163.847214 134.800613 95.163910 125.685463 131.295441 94.121681 131.442581 110.517738 123.939613 201.243652 220.387238 131.300476 120.173119 145.712021 115.040398 69.505661 165.758774 133.319443 139.054535 138.131866 188.015961 59.185532 209.931305 144.581497 114.159241 75.440971 136.823593 185.673965 141.938812 177.317368 218.458282 245.366348 111.668175 84.941132 65.535034 160.615982 116.570007 204.187958 306.098511 158.113663 127.444221 175.620361 104.174950 226.599472 110.131599 82.833992 95.035637 123.683205 180.522690 122.167999 235.659531 137.738144 85.349983 186.261917 184.365112 162.778091 149.806961 89.145454 114.154213 157.635132 233.095459 228.521072 197.590607 103.303429 204.719284 152.658142 101.649750 105.863998 197.597900 171.349182 109.247276 104.282028 161.853592 98.539116 232.046143 251.031860 199.353806 116.392906 168.118469 83.607727 136.448334 166.334778 115.030945 91.522057 88.578903 134.191025 137.580719 153.452942 164.537613 94.922592 173.325638 151.722961 226.630554 185.707840 120.619247 213.633133 131.714996 108.794617 178.403564 109.890350 118.118416 66.035126 249.741989 277.134338 146.379822 173.453430 104.490997 320.109375 134.754868 109.538666 120.452988 126.935852 174.434937 130.400360 88.631676 69.817108 206.194138 120.726433 161.145493 130.397690 171.347443 133.069595 163.397232 112.195869 117.959106 79.914398 288.489197 72.681221 220.474365 296.880524 216.960175 86.344948 185.810471 96.630417 183.524475 221.745224 101.496269 253.945816 129.911896 105.630211 132.125381 138.038925 229.797134 130.348831 147.258499 158.796539 268.868469 75.893402 62.542671 218.724625 139.976486 237.217850 99.185791 77.959511 131.406097 94.292206 92.934265 66.316872 98.789230 142.877167 86.949875 312.828247 155.921097 201.570099 89.865135 97.852737 120.649124 107.210251 148.371521 192.800186 165.363831 113.738655 227.044693 93.120827 268.787292 139.712997 170.000748 79.931602 182.573517 108.852310 312.388275 133.109299 168.151611 113.447990 155.363724 138.977463 196.324280 160.095306 138.908264 94.503471 149.656525 268.401520 149.654694 126.960938 122.820145 65.866692 163.940292 136.846664 140.650925 151.627686 138.335892 136.876755 106.887100 140.896820 154.781876 227.005264 126.730179 151.783127 109.342728 153.554184 131.024384 96.008888 136.168976 67.197723 132.120926 186.174774 124.821571 176.077225 142.724487 233.928146 162.362228 125.344124 87.877640 96.153481 92.013603 244.823715 221.992294 106.801521 114.396942 130.690094 176.133179 149.444855 112.909035 
412_param_0 485.042206 503.286255 745.496216 589.825317 661.274414 596.437866 630.491760 589.461609 705.985901 562.142029 568.496826 444.957703 561.594238 759.448914 747.378601 507.875580 565.909790 588.576782 623.761658 351.197510 536.328308 520.250244 584.549133 545.290955 548.785767 601.415222 512.693970 522.863403 513.244202 552.341675 808.076477 525.338379 502.114288 358.311951 567.779175 402.693878 471.148041 598.202515 457.667053 542.023071 575.987610 475.358429 421.863770 725.787292 619.565796 555.555664 850.353516 622.763428 435.089508 436.987793 548.731934 565.859253 552.993469 494.916473 608.387939 667.165161 552.206970 393.393433 613.374939 652.468750 736.917114 559.991211 550.053833 688.462952 
415_param_0 1076.605957 856.232727 956.301270 1043.173828 969.901367 775.820557 791.190674 875.271790 1114.493042 979.912781 930.143372 819.361145 913.355164 980.408752 1193.986206 1184.332520 1017.432861 1030.895020 985.314880 1225.483154 933.612122 1111.347046 752.743225 1032.391357 1190.899780 1108.657593 1038.955200 866.347473 1172.144531 1199.266235 1105.191040 1025.712891 994.260742 1024.143433 1118.139404 1094.335571 863.757690 1115.447876 1028.244263 876.772705 1112.555298 625.437927 819.912292 903.206055 957.989014 837.535278 884.573669 932.172852 1009.787170 1038.668823 945.623962 940.071960 986.578979 940.871216 1069.972290 1086.179565 1038.029419 924.743042 860.980652 1296.046753 997.313293 1068.771973 1021.777588 739.076050 945.438721 971.990173 1047.609985 1116.185913 1066.616699 839.579651 851.227661 975.957458 975.184265 1101.300171 1174.291626 884.319641 1091.197510 695.149231 1019.698486 1008.149170 1070.885376 886.053406 931.708984 887.150818 1077.773315 1063.587402 969.548279 1283.390381 864.984619 1086.342285 1038.489624 649.951172 1305.406616 1035.181152 1007.725891 881.024780 1112.862305 958.957886 920.945190 1559.739746 1189.994141 1097.873291 1182.780273 956.406982 1047.557007 1191.234863 1104.536987 1231.710815 1206.692627 882.586548 962.888733 824.060303 774.507019 1142.467285 1056.279907 793.926208 1109.364502 873.228699 827.239075 1224.909058 986.429138 1282.428589 975.246216 1112.346069 1292.731567 778.795288 1000.348083 1031.726929 717.375244 932.849731 1059.682495 861.805420 914.669250 971.527588 1118.313721 1120.355469 1164.401245 1261.784058 710.216919 896.167419 761.364197 1022.390259 998.370178 1057.187378 1204.679321 924.688171 946.614929 1188.009155 1027.238647 1031.189087 1041.875610 814.886353 1179.829102 1360.839844 1203.134399 852.963501 1353.284180 920.178467 830.187805 1095.381226 893.833130 886.082275 1099.249512 969.052612 1184.588379 1049.683105 1168.285400 907.761597 857.800720 844.580994 1022.289001 1005.931213 1339.200928 768.880615 915.862061 1096.882080 1068.406128 965.331909 1365.567505 1129.795532 1202.642090 999.397156 875.822571 1370.662720 1138.878784 1297.506714 719.773376 1107.859131 1176.998413 1083.518066 778.902649 1119.413574 641.613953 954.246887 913.167969 833.526550 938.802429 975.749634 988.283875 981.067627 932.537170 1114.840454 1204.582764 851.036316 984.821289 1237.302368 1014.974548 888.059631 955.268005 780.790344 895.368347 1035.605103 933.153809 1166.105103 702.996887 1056.974243 730.933289 856.379517 720.543274 808.612305 1029.273193 959.419312 1073.648560 1046.619873 882.238708 1152.980957 1169.187378 891.965942 727.248413 977.322388 1032.107910 880.462585 1221.932129 817.222351 865.012451 1057.643555 976.110291 763.144226 1039.738525 920.192383 760.698242 1121.618408 988.386780 1075.864502 1161.167969 1303.021118 860.356262 1248.861084 1062.052856 799.608765 984.882385 803.704041 861.027100 1053.970459 946.534302 933.046082 1027.818115 1147.197266 1142.519653 727.065063 881.450562 1251.000122 965.815002 818.084839 1081.963989 965.690979 943.554993 901.834229 794.958008 726.236694 1017.537842 793.355713 917.318726 1078.121582 1134.964478 1043.291748 1047.590332 1038.364136 847.001343 923.023987 1043.014038 968.620239 1077.778442 932.948975 760.263977 1155.395996 989.034973 749.016052 783.861877 965.779846 850.491333 790.510986 1084.558716 887.267700 981.139526 915.456909 1023.156494 1274.585938 989.802795 1063.061035 690.058105 990.596497 801.028503 913.791992 847.030884 956.077271 856.926453 1099.379517 905.193848 796.424744 870.311218 805.895996 1052.587769 867.420349 994.186279 1002.983826 1293.336426 865.438965 827.897766 1073.057617 852.470032 1298.635010 1402.320312 1043.906860 1226.378296 1189.346680 1159.556030 1065.480957 1113.646484 931.387146 982.788635 913.584167 988.225525 709.898254 1059.312622 731.787354 917.244873 1147.423584 760.520752 840.327637 912.972900 1228.145996 1117.607178 841.795959 976.526306 963.603577 1003.345459 854.821716 689.312317 1051.601807 935.009705 1059.496948 1113.936035 1067.264404 1080.629639 949.151428 1138.281616 1079.549316 927.650452 983.522217 1047.802124 957.825989 1339.218872 1203.372437 785.391724 947.697937 942.668762 849.395630 789.591736 867.014343 850.716248 1070.475464 1223.287476 1010.228455 855.881409 1157.890503 1080.028931 855.954956 1215.753418 1334.595581 956.513489 867.570557 1161.990479 1070.555664 
418_param_0 85.156845 206.060287 88.523361 86.085846 142.229141 186.931671 252.552567 150.496231 251.210480 68.651443 294.540497 156.489380 180.786575 193.230484 61.952698 69.035255 113.912399 124.046478 116.616379 138.171310 100.592110 65.794144 82.492599 101.562973 65.218735 247.348038 268.114044 125.713654 319.672974 244.181152 108.223381 261.005463 43.120747 71.307770 187.291428 111.206902 126.299744 70.342819 144.344086 183.701782 151.503494 33.827129 212.823090 113.768936 139.607925 329.808960 205.952454 70.617004 175.554459 99.589394 113.536346 147.285858 114.794830 159.182785 194.402557 218.387482 105.696327 156.163513 77.635620 146.978607 115.931549 201.791748 115.741592 172.251190 305.822723 127.858109 96.188004 157.253143 147.812317 136.067642 124.532639 348.354950 203.408218 108.797127 201.661163 74.887474 75.629852 136.062027 118.349709 99.633469 91.368538 158.966293 240.354477 104.528534 84.106117 125.907066 114.755066 93.287529 88.410278 273.901733 136.416656 91.301025 91.035332 126.900444 148.315704 127.788773 280.436188 191.810791 143.958206 118.977142 164.768097 223.994583 312.145660 101.407074 65.489037 171.217499 182.283615 93.163246 108.215958 115.194031 136.834747 79.682785 194.722260 106.755325 116.893959 113.969788 238.648514 131.505280 142.715515 91.198547 160.845352 125.371178 165.476883 98.382248 219.473953 129.369339 91.042885 70.134041 81.248383 84.984581 146.648453 85.903122 201.086807 94.399872 47.492886 196.087708 270.972076 211.514801 56.806118 220.019958 60.296795 138.157394 92.990150 74.486122 77.376251 380.640137 112.467651 177.452042 264.156616 134.672256 287.896698 127.873833 107.524040 121.859413 157.654266 151.231522 92.981819 71.288589 102.384964 112.618599 125.142952 116.572159 71.009689 203.484573 283.213257 161.457291 104.708832 42.437233 138.413803 93.528221 94.277061 77.622536 159.990158 88.261818 210.629059 213.581238 264.960968 154.014069 146.258896 126.154457 162.095276 133.021347 98.395042 277.503510 283.641266 111.892891 144.287048 187.935715 145.537140 263.428467 201.674667 92.719650 108.874580 101.795906 206.485855 212.077042 96.814392 98.526947 80.317429 184.499130 207.113815 102.143440 205.663879 125.064796 199.196686 83.385460 113.430656 171.610779 110.580040 152.802338 165.094101 76.171249 109.825165 59.352913 237.623123 183.681717 95.166260 273.456970 132.529846 124.118698 231.317078 93.961365 157.020004 95.427940 136.500931 161.094803 101.886024 102.162239 81.787514 120.311737 203.581696 140.956940 80.176819 107.480751 75.814369 97.521973 126.213928 305.676666 117.052864 87.106514 61.772591 119.149857 133.099457 90.735016 73.718575 70.548401 229.739365 78.038872 243.835403 127.883842 151.129303 102.219582 147.056183 106.122429 160.056213 117.663589 82.045685 222.595093 303.233917 238.479111 115.280251 128.556717 144.203476 206.123535 118.401604 245.796539 109.558769 127.923645 178.107590 206.773895 107.119888 118.695984 112.356522 105.692474 100.933502 102.008148 128.518982 111.529633 104.322914 179.531723 182.737534 217.527298 60.343018 92.584549 108.025322 108.365387 142.734375 225.439835 57.596474 164.858917 106.510918 143.060654 280.033264 77.443176 159.415695 118.461227 84.133804 149.162827 108.162704 127.817612 222.994293 99.925873 95.598595 113.432411 92.245331 102.808403 44.708618 259.323303 86.537788 94.704231 126.531693 102.171562 200.902084 114.492607 165.047531 194.213531 170.523193 105.141907 136.681213 99.171013 149.689194 66.928192 112.957291 100.967865 131.786301 247.990341 92.833977 139.367615 140.205780 105.780975 101.234085 191.764023 182.088181 121.595650 240.070999 79.720932 123.190437 87.130035 241.670975 147.899338 211.720688 119.480431 129.444687 229.669327 126.585953 165.929443 147.103745 126.999168 90.745811 96.863457 132.622101 157.008896 115.549271 212.228500 102.511436 266.218994 72.018135 118.277328 185.259598 149.292648 184.703873 242.058746 177.976746 136.265045 110.924240 176.965790 228.791428 125.215263 180.199692 86.957687 103.755150 142.386581 220.461441 103.282028 206.322296 101.051750 96.756165 176.323273 102.434685 78.449844 103.745453 123.465393 96.689758 92.089874 
421_param_0 476.011536 447.891144 405.432800 530.809875 548.346619 407.059204 395.782288 485.099213 392.004608 496.022980 362.920166 527.853027 635.414307 515.772461 344.067047 444.006317 512.483643 460.734436 416.721863 424.485382 469.188629 637.743042 373.993011 558.939880 561.327209 579.294128 484.837067 405.472534 385.630646 552.878662 880.271057 375.433044 475.530121 380.736389 606.462402 537.680908 447.126312 298.413055 397.280975 374.026184 546.176819 526.392639 345.428375 448.174164 454.425659 548.810364 448.728394 620.663696 433.486450 467.632355 488.021545 349.864410 402.877075 377.370789 448.377441 511.603790 447.402618 468.190704 395.050873 486.894409 726.029663 683.315063 454.554047 378.920013 
424_param_0 796.324585 968.097656 1457.837524 1195.191528 1309.100342 1061.060181 778.994202 1422.648682 1134.625244 1062.640625 624.632935 1419.967529 1097.289551 1248.932251 1325.576416 1684.099609 1027.781372 1194.089722 1327.956543 1173.685181 1182.563599 1099.420410 1023.356812 1425.233643 955.211182 1083.542847 1535.283447 848.153748 1317.945801 1378.232300 1208.330811 1300.756714 1275.735718 1174.519287 1481.869141 1188.129272 1521.003296 1284.943481 841.487976 1107.438965 901.991699 1362.327881 1176.117554 1095.321777 1249.010864 1277.514282 1249.914185 1370.480591 929.854553 1048.123535 983.790833 996.293396 1198.585205 951.913879 1172.242676 1076.968750 1733.487671 1219.234863 750.309570 850.638367 1363.088013 1186.293091 1264.529297 1060.646606 1200.638794 1166.967163 1133.836548 1078.055542 1304.808105 1102.250610 1077.305298 1279.767944 1063.067017 1559.998901 1268.367432 1509.410889 1400.831055 941.886108 1112.758057 1194.325562 1227.609985 1128.374756 1061.054443 1354.328003 1242.363037 1212.417969 1346.238770 1176.026367 1505.615601 1418.285522 1281.040039 1193.251343 1131.567627 1194.034302 1006.791931 1262.819458 1232.463379 955.564026 1243.008667 971.506897 1053.106567 1308.320068 957.927856 1356.065308 1057.886353 1200.382812 1065.434448 990.536377 1404.224365 1312.976807 917.600891 1213.249512 1104.702759 1320.969727 1206.437866 1637.740723 1215.629395 1152.079346 1319.947632 929.948242 1095.652954 1174.971558 916.827576 1321.296997 1152.350708 1383.478149 1198.916626 1040.018433 970.781372 1114.231079 1083.981567 1144.669556 1295.185059 1281.589111 1359.891113 1110.485229 1183.286133 1030.173950 1051.411377 1322.188599 1301.574829 1466.019409 1065.501953 1021.555115 1078.176392 1084.970825 1692.346558 1118.024292 858.539429 1636.350952 1180.411011 1327.560791 1355.579224 1172.761108 1141.919067 1014.142090 1396.925903 979.742554 1144.569092 922.701599 1183.753784 857.384583 1122.936157 1171.199707 1499.361938 1074.403687 907.676514 946.160950 1091.941406 1053.882202 1205.823608 1187.855469 1068.324707 1127.817261 1475.238281 1140.496094 1822.482910 1080.961914 1391.343872 1171.884277 1517.054565 1098.498779 1476.408081 883.768127 1240.526611 929.331604 1008.515930 1022.311584 963.763428 1454.105957 1500.023682 1060.057617 1003.573242 1486.038940 1449.848511 1365.016846 1088.288940 948.296570 1276.640625 1046.003540 1266.344482 1161.824219 1382.886597 1040.631348 953.910034 1217.098877 1042.969482 1383.527222 1153.840942 1080.104858 1092.481201 1310.644409 942.523315 1159.451538 1304.526123 1094.911987 1230.588867 1274.259033 1026.408081 927.547791 1198.173706 1320.861450 988.873352 1339.681396 1101.719604 1273.750366 1016.147583 1370.614746 1065.417358 1381.773193 1036.272705 1033.378662 1195.536377 1516.693237 1000.932190 1120.185913 1379.514160 1058.317993 1478.976807 860.441101 958.588379 1651.088867 1114.882446 1305.125977 1293.526123 1503.140869 1338.243530 1153.592773 1137.380371 946.273682 1166.365601 1267.104370 850.257996 985.537476 1170.989624 1502.788940 1501.899780 1170.447876 1575.946045 1414.339844 1229.222778 1059.508545 1398.983887 1530.842407 1618.481323 1091.139771 1187.323242 1167.449707 1327.628296 884.497742 1988.522095 1159.851196 1212.771362 1620.676514 1196.722900 1755.035278 1272.445801 1352.170044 1004.404358 1414.503906 1415.367188 1471.175049 1000.748291 798.984314 1085.729248 1191.580933 1249.495605 1253.517456 1170.907349 998.803772 1403.700195 1064.190918 1004.071716 1169.676636 1305.558105 1196.360352 1650.614380 1233.183228 1333.210327 985.701294 974.590576 1359.723145 1198.811646 1468.570557 1151.326538 1351.886597 982.541199 837.755249 1153.463379 818.792786 1387.574707 1060.421631 921.006714 1186.796875 1152.984619 1468.764038 966.700684 1231.115479 1105.641357 1091.204712 1014.478516 927.873535 1166.898193 1287.790894 944.376648 1248.324463 1259.596313 1223.072388 1314.989746 1206.621216 1208.426025 1317.068237 880.404480 1410.586914 1380.675903 1028.286011 1074.365112 1199.884033 894.725220 1296.546265 1273.894531 1429.980103 993.581238 995.886841 1360.626221 1600.089355 1100.011475 1396.738525 957.794556 1187.397705 1489.517700 1040.249023 1375.350830 1334.451172 1533.133057 1317.254761 1332.583740 969.113464 1014.208191 1243.862793 1250.768433 1312.541260 1545.733887 1378.513184 881.549683 1585.394531 1330.539307 959.573120 1451.540527 1351.873779 1051.682251 1416.165161 1249.627930 1110.235474 995.030579 1278.895264 1128.373901 1363.783203 1028.788452 1405.329590 1416.583740 1131.994751 1441.766357 1109.592896 
427_param_0 90.724831 231.960236 93.541481 160.214188 198.565125 278.032318 215.716507 119.971977 212.538620 143.848022 104.557114 213.312790 282.676483 167.191345 159.539429 106.480408 189.837997 109.489410 181.659546 144.484802 90.645515 132.817001 134.497772 107.109222 210.541473 49.091946 88.846077 250.911713 192.117447 207.636154 48.012787 163.196259 98.751923 116.532471 74.597801 245.627960 145.218338 147.309433 207.711823 184.184402 246.962555 55.552822 167.846924 376.599182 159.346390 128.100449 147.479080 354.596954 145.627213 55.264355 65.825768 178.264801 117.610466 68.813942 67.345024 161.064499 169.106186 205.795044 108.304031 200.445633 144.576416 186.593369 286.386841 91.603058 178.838013 118.207260 324.796509 101.009758 122.451241 83.610832 182.799973 77.340141 138.949738 114.725655 140.158463 218.397827 119.469177 208.233093 98.646362 107.817184 89.472603 233.030197 282.027222 102.979095 98.874763 292.299072 95.551376 200.825363 267.330688 226.609238 172.358429 96.653320 182.544220 113.270149 155.869431 98.032547 89.610535 77.232491 51.892185 112.700119 162.928818 270.212555 114.184715 151.974304 165.575836 121.057816 134.119049 80.385124 109.762627 289.321136 206.897537 85.364395 75.421295 110.994896 215.147049 172.592392 259.265015 343.369629 184.099411 102.648712 189.972321 284.624084 255.370621 142.237686 80.838470 66.188919 189.921799 110.286842 117.968353 133.133728 249.397980 86.889160 86.464790 215.415054 58.747124 141.027603 101.011345 100.395157 168.827011 233.693817 104.403214 204.836624 198.627029 75.593506 160.277786 262.344818 91.912178 142.270844 258.989685 252.561844 238.810333 195.432755 135.964569 85.943779 246.233231 214.825012 106.904701 132.973373 82.636246 220.324722 104.230522 145.761047 103.874535 172.522858 182.023468 81.763382 121.798698 134.837555 253.277725 76.044952 222.606110 69.026825 162.787842 228.937454 131.996704 274.501404 78.728310 196.693924 106.526459 152.569870 183.586990 218.948196 137.750977 75.506645 161.272995 195.369415 137.986130 86.544106 79.467201 138.338120 98.880577 211.483612 233.376160 165.448898 87.978638 219.057220 50.040607 79.804733 95.936302 89.557106 118.941437 156.648254 154.672287 96.151611 109.485641 166.781891 72.196411 84.737061 324.878204 102.143509 107.630005 212.511139 115.990356 287.191193 145.886353 149.667465 69.673149 121.517799 59.807812 112.957405 105.935234 96.538055 242.006790 160.965988 231.616226 104.023232 194.131775 221.318909 260.187256 218.394684 108.165054 302.614380 190.897324 218.527832 109.155411 118.488815 134.064896 197.836945 93.485809 132.653473 54.983128 189.727280 172.271301 100.971291 127.367653 119.693527 133.595139 134.189377 91.744957 449.297638 104.170845 264.447449 124.014526 102.425850 89.207352 256.453339 148.768097 90.384071 154.741440 226.829193 108.787140 179.708176 133.156296 154.141708 115.156281 209.835449 298.392639 270.346313 185.543228 46.060425 163.776840 164.601440 148.049057 96.109238 108.538666 56.167065 267.277100 219.387177 103.321663 101.019775 173.028061 146.428604 113.711273 85.778610 186.155594 269.636353 166.772018 141.706329 164.989685 204.759491 145.775009 318.990112 90.672050 293.966980 214.280701 177.094086 177.977356 87.515915 164.563385 225.946014 144.840271 75.655869 94.202415 132.577148 169.897018 103.994537 224.723831 83.568504 107.601990 152.906433 138.224625 175.517090 74.030647 144.167908 261.262604 181.834915 163.135056 137.147644 121.470245 84.408554 109.498146 156.354401 121.327705 263.216644 73.509216 203.022995 106.933052 111.988487 186.700653 125.791054 237.344666 138.624374 131.416382 231.548340 212.999985 79.815201 289.247986 75.102417 96.567093 186.369354 67.532852 121.246971 116.221390 190.376221 112.516579 287.155426 218.286469 213.692062 104.651512 195.216507 204.884979 84.138924 151.648911 299.919342 84.260719 87.526115 112.526428 102.399025 67.455139 178.810516 94.796959 120.600967 132.920166 160.218964 117.518105 206.549744 108.003006 166.207977 202.641342 231.614410 122.353401 101.633446 162.591415 95.154564 237.491058 153.709656 70.823036 78.925308 116.428009 149.745636 81.868965 221.385620 146.180878 53.937378 
430_param_0 911.112854 998.967468 928.674500 879.068054 807.660706 737.537598 708.252075 805.831909 775.968689 836.860596 918.589172 825.191772 1046.134888 955.545593 806.235046 762.965332 795.353638 810.555481 906.421814 983.590759 788.801025 914.009155 1173.082642 786.017883 843.598633 801.398865 908.129456 1084.078613 801.048035 910.600525 749.225098 1010.122620 702.384644 878.870789 853.655701 1132.920044 975.596497 875.001648 823.040466 732.474426 754.102112 794.173157 634.845764 762.017273 953.328308 862.890198 936.283569 841.175598 801.319580 665.605103 1098.769165 1005.098572 828.126770 980.965088 922.737854 778.722839 881.797668 810.180664 634.254272 999.919006 812.172974 804.493591 960.853577 817.389221 615.181152 656.133606 1116.640625 922.529114 894.082092 898.566772 961.559937 788.156494 975.728638 809.750488 949.138794 952.089661 887.774475 753.683289 929.434265 921.048401 850.149719 806.372314 906.371460 978.777100 938.522888 662.289368 772.423767 789.129150 805.419739 864.674316 894.837280 822.580200 915.914673 926.824890 1064.729614 839.341125 
432_param_0 643.885559 553.138794 830.153015 570.928406 456.887939 484.814575 506.728363 548.226440 616.555725 652.680298 706.978638 500.610748 533.756409 605.593201 664.271851 832.884338 576.956848 482.489288 670.682800 511.278900 649.674622 598.523010 557.822021 468.520142 404.380127 593.416260 552.445190 602.484680 542.768555 646.833862 653.145752 617.851929 773.053650 646.772766 519.684326 564.380859 514.034607 619.913391 688.113037 612.332397 545.848694 528.047729 549.449158 695.581177 522.449951 429.420776 824.025879 655.026062 588.587341 472.420074 529.509705 727.254822 446.616974 515.263489 453.406708 636.507507 741.680420 530.882263 533.914673 930.320862 534.053650 572.156799 509.110596 621.921692 530.306641 698.173401 612.534119 794.755676 492.120880 573.581055 489.778625 628.116943 577.992737 609.422363 433.462128 416.221222 605.214233 748.416443 501.288483 537.952820 727.386719 519.873596 585.115845 696.675598 634.914490 706.793884 845.711670 618.685486 674.508911 718.588806 527.436951 569.762085 638.435364 537.938599 474.529968 662.382935 586.385498 720.170715 622.546082 939.107361 421.250824 684.125671 708.562683 573.080627 729.882629 692.720764 674.167053 630.851074 625.446411 453.178986 569.504700 511.077911 536.351318 477.353333 660.567749 404.027954 594.819336 552.602112 679.643982 657.682861 627.693726 650.895630 509.186951 577.853943 653.369751 503.558533 538.018982 501.575195 638.853455 442.935089 661.443665 563.627441 775.628113 626.671326 601.398438 535.234497 554.494873 498.817688 542.500305 558.987793 434.360168 584.733398 518.282166 486.833130 520.249146 676.764587 466.873871 677.635559 549.913208 602.861877 478.378937 551.617676 645.632202 756.847168 523.007446 590.084106 629.914795 622.947632 521.896667 734.593750 605.892212 484.804626 594.204529 612.301453 644.162170 511.646515 560.195312 435.088593 495.302795 437.347992 434.077698 511.876221 600.301208 568.630005 760.139404 508.147308 630.188049 472.430145 555.042175 510.477966 632.902100 935.544006 694.595703 656.674744 652.884766 712.187561 644.024963 465.140594 577.687622 679.414856 526.556702 468.041290 662.561462 514.878113 526.007690 748.739258 498.804138 411.846252 585.329102 563.884949 566.389404 542.420532 576.142090 652.924866 557.591919 724.364868 573.164062 626.390747 525.404846 538.127319 605.024902 503.024384 596.282898 688.891602 548.916565 548.348938 499.046722 522.424622 606.732422 423.007904 586.009094 419.209900 583.436584 618.335571 521.835938 574.064209 470.534271 684.347717 497.583984 613.387390 603.792603 782.954651 743.398987 559.701965 429.829620 448.900787 565.378357 562.876221 602.582397 561.332336 536.303345 504.345856 540.001648 571.870178 613.416565 505.817993 606.343018 454.758606 646.258301 574.714050 724.504150 536.157593 493.343170 658.673584 625.208313 533.441650 579.828186 418.665771 672.414917 611.531250 566.379883 626.880981 617.461731 572.558167 447.776642 538.637512 638.109131 549.272522 548.212280 482.254761 582.055603 546.234619 554.932190 706.575562 681.493835 529.967957 481.146332 599.576111 722.140930 580.478455 613.653748 818.321655 558.951355 563.446350 547.798523 504.100311 871.129700 505.470795 718.289368 619.818604 547.498108 556.704407 506.510101 640.905518 440.992035 491.528870 538.436890 438.265808 470.187500 580.853149 570.036377 547.100769 551.010620 582.671021 513.773376 657.373779 693.671326 591.362061 602.300781 665.326782 503.943329 588.641785 775.523560 594.618225 611.380249 539.553467 568.770325 525.016724 599.113281 500.912445 487.594208 618.512207 566.925415 635.979248 620.070129 471.375366 579.919800 586.240906 548.246948 524.277161 636.889099 433.847473 695.556030 530.403748 479.077332 637.264160 529.946411 581.649048 536.467285 563.531555 538.237183 542.588013 618.049377 555.349487 707.525879 532.890869 627.495422 375.610077 631.790100 610.830444 499.995300 532.590942 611.454529 456.267792 719.437073 571.231934 574.314819 539.589233 618.407776 579.966248 616.200256 702.611450 557.132263 658.678955 611.403503 664.185425 671.943359 589.537476 581.034790 686.546631 614.438354 537.338867 639.588318 618.410828 487.616516 486.495270 333.986359 542.143799 638.825806 550.097351 633.638367 556.514221 530.440430 664.476379 454.679047 512.960083 561.971191 798.697571 476.465210 658.616394 550.691528 514.468384 775.040039 705.884888 613.865173 616.423462 520.841003 618.639709 624.016907 462.016083 748.982971 458.942017 575.080566 605.724426 660.012878 668.352173 680.070862 828.748047 543.346558 715.533691 623.020325 577.784607 477.150848 612.315674 537.134033 586.805420 587.294739 546.715698 591.679382 568.575562 559.246094 637.492798 644.931763 419.314972 674.806274 634.967041 707.489990 497.536011 612.267334 749.505249 666.000061 624.457520 497.062408 529.165771 570.644836 643.640991 542.070435 484.575531 610.117004 542.534180 634.765259 604.791870 520.998169 625.747742 528.205994 493.038025 504.575348 648.273560 520.121216 673.077209 645.228027 622.511719 852.194092 627.208435 643.457520 622.550720 516.184937 423.587982 653.538635 575.712280 542.047546 436.775330 544.130859 676.423767 527.501953 510.245361 638.002991 462.729950 654.880981 637.189941 545.803162 601.684692 605.543457 576.125854 584.403809 390.163910 587.977966 622.651611 466.112030 420.824249 543.543335 464.560547 684.609192 650.178772 580.749023 518.808289 596.247742 745.030212 322.976044 594.761292 439.222168 451.030396 583.702271 521.868469 652.197815 502.769623 520.211060 681.707764 552.621399 576.353394 687.377014 796.144226 470.796844 566.497375 587.504944 472.094238 526.354858 459.056274 574.791626 603.395752 483.894989 669.331970 699.710693 635.580933 483.297058 522.657959 501.581970 690.286743 553.257141 652.516907 596.518555 543.779663 615.286499 499.332550 585.963196 697.799072 383.457184 525.383972 563.638794 639.476318 620.167847 525.328308 678.605896 586.934509 549.583313 456.185913 645.734009 812.563660 607.141724 591.134888 619.565674 546.340454 517.735962 432.539093 525.090210 854.407471 473.166412 596.650818 707.602966 601.866516 551.746155 528.232727 519.178894 528.741516 457.367615 491.141235 560.896667 599.531128 505.422821 637.607178 551.922729 546.245056 560.747681 487.705353 545.826233 469.800720 653.014954 459.277863 564.601379 634.454651 582.146423 703.436218 558.854614 489.844666 494.453613 477.576569 
435_param_0 56.478390 206.434570 167.041183 79.421631 114.172676 79.627937 235.115265 175.003220 156.963776 190.217941 106.691101 110.444817 135.809235 160.456238 70.320793 65.076180 202.831696 146.938126 232.004227 66.865555 144.257309 98.645599 75.632523 64.139870 165.903458 95.117043 122.868385 58.579342 161.342316 266.765991 155.831985 280.842072 118.059044 71.647499 110.206909 147.884079 317.941620 175.332916 90.764404 201.915390 232.694016 115.907875 160.192947 107.783882 179.156464 193.989273 217.104156 193.890030 254.729874 161.542969 187.236603 231.328049 163.047424 145.962555 118.010651 151.813217 138.191528 133.486771 123.221565 225.573715 116.697334 221.044174 83.081467 110.183723 218.858292 157.412384 55.756145 222.144196 58.101730 190.873810 113.843285 178.915649 100.166672 219.327347 100.367752 207.993561 117.673218 175.808090 232.574142 113.210167 122.382004 113.675880 110.930962 97.180420 216.884033 296.936768 98.533295 182.207825 170.872849 133.558746 135.741074 145.326141 195.919250 103.727386 68.752441 214.253540 85.354088 98.360558 256.156403 174.564117 137.321747 125.874031 222.012207 126.672997 164.677383 139.443939 154.975433 158.529953 84.288177 70.085526 182.061737 87.978271 156.102142 171.893570 111.130386 209.023209 130.737808 278.292511 77.415001 122.287643 76.891548 95.547646 157.224030 106.796768 179.043274 139.560623 139.704498 119.509056 81.153961 163.020340 147.219391 261.433075 148.604263 202.170670 282.464783 174.175018 134.747421 153.875122 264.041718 108.318481 110.382401 45.479748 178.202698 194.392990 120.843216 157.613510 129.535507 201.299011 229.744064 109.372131 265.547028 113.078499 254.084595 65.753090 112.459175 181.905518 241.136856 94.651810 225.854553 90.794556 215.508621 105.084503 58.906971 119.122505 113.119057 141.123856 80.624992 152.384537 168.515244 120.481873 150.449661 140.026520 136.278824 272.325531 199.833527 105.288818 209.656845 157.249069 92.346489 247.178482 132.547424 70.553673 214.118210 87.389053 55.935677 203.498108 118.724892 131.810364 172.933426 108.972359 162.279343 58.569103 89.663033 205.211777 110.097923 85.012390 115.695259 152.512451 114.235359 118.975204 142.259430 184.371628 80.661118 55.245716 124.848938 102.258919 168.286850 160.823044 142.443512 163.843018 184.857208 198.028076 248.486938 327.066315 94.092690 71.727547 176.557297 147.252533 96.060707 174.317993 231.291153 88.812675 60.726822 105.459175 105.981346 116.853020 289.237946 125.053108 84.086082 109.457703 92.198814 131.703232 122.796547 100.913834 111.713173 125.390457 286.070648 248.985855 82.989624 100.744667 100.486389 121.333260 265.694946 154.989944 126.530113 204.659058 63.977493 118.755066 251.267227 135.710297 45.869183 209.826309 150.201263 84.330238 114.240639 129.708511 64.755585 108.621475 205.241791 255.433365 107.093750 177.828094 140.966141 202.699265 175.850189 143.278580 133.899750 100.369171 118.516220 84.649117 309.871887 65.758476 166.586044 211.475449 92.046837 158.374252 100.850563 77.244408 174.777634 171.160965 109.072945 153.933350 142.653748 82.754646 157.457458 147.428955 91.353981 140.925140 63.273552 65.156799 130.706329 148.947784 120.645912 54.428345 78.758461 154.818695 264.193359 208.143890 221.365219 117.262016 146.061768 201.896591 232.246017 88.168709 163.111893 266.967499 232.327118 118.880249 113.368484 189.383972 92.886002 100.101707 228.095383 365.886169 101.710052 191.371231 248.504593 148.078461 149.574539 94.917389 177.136353 335.193329 112.543396 183.239349 147.706268 222.923782 159.715286 169.115112 190.731140 202.451874 161.110565 94.923363 181.686752 88.690689 87.105598 175.953415 154.212448 69.400467 37.742241 55.852684 116.835365 184.175507 113.715622 165.894348 139.376587 103.720985 317.791687 100.419487 178.258331 60.992222 151.556122 229.470108 116.167564 224.079132 253.192429 197.690094 108.306236 91.923126 136.881088 161.343460 232.151001 197.476868 148.735580 139.332245 121.777214 175.812271 64.128281 135.679626 144.922379 122.987793 132.785370 234.172592 91.684250 276.759460 53.068298 205.225372 335.378540 205.798904 110.508614 139.029495 69.590660 74.925026 183.403900 182.198990 102.596245 190.175827 105.352478 150.350296 73.671806 55.449684 122.962082 126.659126 55.974731 157.383026 112.390236 216.305252 163.782242 105.091805 107.204102 184.262009 103.022621 52.447693 133.645203 242.263290 225.822357 112.526535 227.988113 226.766312 124.994293 289.682190 109.992165 195.779297 83.248680 138.537323 176.816864 174.452423 91.637650 137.566895 152.553177 83.624161 144.851395 120.415779 121.325729 284.277100 153.140060 90.528107 86.210732 156.348572 59.338295 149.298065 181.433075 113.465340 178.356018 145.739349 73.332291 239.121338 121.393982 210.174423 59.327271 112.129311 135.741302 176.445145 95.418579 157.857849 146.599472 301.134583 148.282074 273.185852 87.992172 105.680946 108.242722 69.099815 85.184128 108.743919 80.336845 153.234695 129.719299 160.725143 114.244469 214.107315 199.288483 214.857620 281.888550 88.412666 78.640884 62.023418 96.052887 228.510727 176.623779 167.872681 225.291962 209.675034 216.103851 173.562881 207.919601 64.104851 85.493210 85.193291 98.593796 117.412468 172.545166 166.225845 216.078827 117.324661 215.305084 156.675613 211.803574 131.136856 122.785873 188.668350 166.512863 135.580917 224.656662 197.277512 139.082581 132.594162 258.157135 86.072174 271.151276 141.441055 224.490738 219.730133 91.678764 148.314926 99.434669 121.200211 50.784367 206.164322 96.166588 134.955521 95.129410 244.681763 136.057007 159.159317 97.162750 149.852020 142.276184 134.111435 97.176422 141.973892 172.776123 158.536057 184.604233 61.685398 76.134415 85.405205 126.159088 162.058655 66.560669 128.267105 171.572937 73.162552 161.298080 340.108368 127.000488 168.101273 108.940140 233.985245 187.521866 112.998596 190.133713 116.793686 186.203964 80.274834 243.665558 65.307739 60.848717 129.387115 227.069458 102.810280 254.047394 214.696533 72.077988 168.972153 83.433189 222.390594 140.135651 164.034470 67.988213 178.661469 59.666420 149.753876 125.439125 89.921921 293.325226 133.825638 100.983719 138.854431 172.224792 186.991699 174.520218 255.814468 46.512566 101.051277 254.266251 108.074318 
438_param_0 701.289124 563.994568 691.850220 530.903015 782.186951 616.648193 848.721436 575.933472 838.227539 783.386780 709.738770 749.746033 823.594849 685.149963 737.793640 630.278381 814.262756 649.652649 671.918335 817.262085 784.966797 796.782654 850.451965 601.009216 540.335632 542.836365 684.554993 501.542603 754.246155 577.496521 776.248840 628.763794 774.766968 669.942932 708.439331 659.985291 637.011658 710.589783 640.527344 850.858154 616.855286 645.209290 791.994080 771.815247 870.130249 600.775024 582.094666 931.041931 886.215942 789.422058 752.342834 767.866882 645.736450 621.175598 653.378052 698.683960 705.450623 608.549438 611.527527 667.070679 719.068176 629.150024 799.498474 796.835876 644.411194 931.019653 650.297302 635.242371 991.894958 716.971741 959.624023 571.151611 613.660034 683.849976 732.057556 703.160278 528.813843 661.488770 805.026184 608.861023 783.591248 562.943542 495.379211 598.760132 563.440186 832.865479 743.527527 753.041626 604.409241 848.685852 859.844543 587.589050 532.117676 739.316162 604.653809 842.583191 
441_param_0 857.921509 885.808838 857.459473 679.506531 797.378723 782.028687 922.921204 783.762268 922.819153 905.170288 1275.582397 885.322815 925.221558 762.060486 928.161255 806.075867 970.130981 1045.775635 827.246704 858.663879 814.491394 880.983093 882.246277 821.304993 939.224731 655.444519 982.785339 844.364014 719.806091 1032.346680 939.721069 832.131653 834.842712 747.455322 950.987366 800.657166 828.542297 794.900818 743.768250 711.869080 862.516052 914.572754 866.433350 965.525513 934.893616 860.612976 1005.384094 967.597229 885.145020 929.544434 962.504456 803.978027 924.771301 938.823425 963.153809 954.321167 1147.217651 788.927429 772.708130 1113.928711 734.948608 1051.744141 1055.353760 1000.451538 914.319519 811.221619 808.965637 810.377991 889.249939 983.233643 809.028870 931.979675 817.719788 790.878723 746.802917 782.521729 963.679810 898.080078 758.704834 838.580933 969.408997 1127.814209 866.087158 843.239563 818.810486 755.878601 753.454651 795.073853 827.681213 622.518127 1166.411987 815.244751 768.203186 772.962708 842.434082 964.365112 877.051025 1204.109131 1086.111084 776.560059 786.044800 852.829407 952.822205 1182.211060 661.993164 1059.389404 873.410095 769.220703 756.597107 926.520813 877.068909 866.023926 1098.881592 858.243347 803.062378 766.758362 704.772888 742.385986 696.927429 841.569153 841.514282 853.205505 737.361023 785.513123 720.052673 906.771301 613.862671 902.635437 976.300598 629.135315 994.249695 866.859253 1043.921753 810.971985 738.776978 1084.013672 1080.300781 1021.556763 964.750061 939.470276 853.477966 732.842773 799.644836 835.030151 928.313599 774.508606 833.351929 887.930664 902.551086 906.173340 849.393555 805.977539 777.441833 909.002197 766.826660 872.286377 785.925781 917.036255 924.935791 818.460693 1005.126770 749.873962 919.391235 689.060425 763.925842 637.168945 913.721863 932.219360 800.464172 941.007568 881.498779 846.899597 769.383545 909.785461 807.232910 715.072815 669.842529 806.585693 604.238953 836.692810 1112.943726 904.636963 1048.442139 1153.140991 866.068115 855.068787 737.521606 671.157715 932.470154 770.517273 970.250244 764.857605 1021.103577 750.148438 724.447754 933.635986 849.779053 970.102905 1083.854492 653.563477 1070.142822 701.770508 838.138977 832.826355 864.348633 1006.351318 884.589478 1053.481079 794.464478 788.397827 674.971252 753.972839 921.239075 1065.692017 690.382812 827.950378 800.882202 727.836670 703.193481 902.773315 567.284546 606.744812 954.075989 859.724426 933.890930 833.379700 705.588562 957.244507 769.351013 625.847351 1035.364258 857.472107 727.566223 815.941284 983.675537 875.222168 817.538330 747.781677 1090.166382 810.834778 1077.773926 823.573669 618.057434 1017.299011 1057.774292 1353.522705 770.327698 839.890076 744.807129 805.759399 718.653931 861.000732 631.904663 693.659363 930.192444 1081.617310 647.150879 852.771667 896.633179 830.779724 667.470459 762.518311 802.996338 706.480591 829.960693 871.877075 839.778931 1103.054688 757.094910 1149.130371 894.558411 947.398254 1005.622986 758.503235 838.185364 786.649902 862.298584 740.086304 957.043091 725.608459 801.483215 757.962769 1118.812866 1025.321167 690.443481 813.965149 694.008789 884.323364 845.710083 822.675476 732.208496 793.494629 809.002075 749.149048 768.638977 887.771423 883.888489 1033.618286 925.593262 822.176514 901.018982 873.122803 1082.868042 685.660095 835.182068 846.647766 895.900391 921.663574 883.838074 813.963440 960.282715 929.651917 1044.289062 927.803223 890.625610 907.717102 697.101746 804.761536 871.409058 1028.913940 762.738403 868.265686 913.136353 720.528564 905.168579 854.919495 776.152771 1007.346558 804.443359 844.343445 699.773193 932.063904 823.860229 828.234314 881.386414 897.707397 897.032654 962.990234 712.011597 809.533020 785.755554 1115.289429 894.831055 890.552734 821.296692 709.500183 1179.136230 811.350342 879.689941 1004.407532 692.720703 690.345581 771.960876 814.311646 1008.163269 1226.907959 627.298767 807.590210 720.718689 1083.771240 795.236084 764.472839 686.564758 851.515808 906.243896 685.334229 902.146362 766.766785 873.048218 775.345032 1037.666504 631.901184 767.800415 702.924988 917.148621 850.329529 853.659546 699.399475 825.051758 727.749207 773.116272 1010.357178 835.464844 941.133789 650.703308 683.476807 879.127258 733.161072 836.790649 786.942078 907.559509 915.536133 939.245972 869.497070 656.925598 1076.886353 663.586792 716.941345 919.534058 845.198730 911.973694 1131.545166 767.879395 1051.955566 743.861572 791.812988 756.977234 732.669189 797.235840 1083.976562 772.719116 853.266907 975.993103 824.112671 840.868103 882.700073 753.430054 696.870850 898.960083 909.678162 843.712036 872.099487 793.888062 1045.133911 938.901489 1018.894348 710.609375 910.428467 1179.602783 834.326477 1046.010498 952.117493 992.779419 751.225159 973.030029 761.959473 804.873230 664.738281 772.372986 1198.579102 789.185364 689.485840 847.179260 952.993042 804.515808 764.927551 761.535095 980.748779 837.637817 771.518066 815.544312 695.815063 1026.557129 1089.956299 1026.723511 705.274963 703.337280 683.088623 779.425903 790.603821 1065.207764 803.404175 1254.545044 577.122131 558.925232 762.638306 907.067749 880.160583 719.229431 791.322571 559.342651 820.131897 957.165833 976.769165 685.255310 905.637024 662.786682 1081.689941 723.487305 744.462280 965.216492 772.679016 772.005493 554.105652 647.363892 690.619690 670.190247 860.013306 808.955505 704.423950 1024.906860 988.242981 733.436401 741.782410 683.231079 788.540588 706.037415 772.429626 688.009338 887.622803 791.680481 956.984314 815.453308 1000.075439 819.587280 809.507935 854.475647 734.556152 656.744385 743.664551 991.067871 804.507019 887.125488 890.330017 1039.290771 877.601562 843.063232 713.345337 767.922119 727.150330 742.599854 801.151794 976.584595 834.404724 711.605103 907.712463 847.320068 852.840149 719.451843 638.503418 809.181702 730.567383 1036.808716 702.401428 714.922546 860.306396 866.289673 937.239563 684.214233 915.111389 857.219788 939.851135 1055.981567 671.011536 903.023682 943.958008 964.756592 1012.306213 889.483887 1003.373352 875.886414 707.848145 661.481018 784.962402 815.735657 1076.192749 718.771484 799.007385 882.994080 1009.537537 1000.217896 794.793274 993.027222 940.637939 817.120178 1114.911011 790.406006 837.048279 920.951477 687.440430 880.959961 886.148499 610.557800 884.119080 553.469055 981.474121 
444_param_0 147.848236 98.915092 70.783730 96.297600 125.712204 184.508667 124.516396 64.656189 101.769516 201.136536 112.781891 40.118000 243.981598 78.296608 107.059090 184.265823 92.195396 226.262421 141.291840 83.054535 86.040558 40.812767 70.497536 56.902515 92.198944 147.394135 250.153320 132.576355 182.385010 272.628632 60.152885 55.939800 146.332184 133.216003 175.419281 132.549026 93.706078 130.402985 65.150612 129.351120 85.006119 69.394051 83.952293 222.418976 240.845718 160.020767 151.244843 132.064865 104.628868 60.185535 95.406517 108.741653 157.827911 206.299896 191.787140 183.845078 167.801804 200.505127 117.028366 207.333420 269.735870 61.675777 154.189209 259.238892 274.957062 147.740753 90.702827 204.080124 289.434662 60.966064 179.454865 60.037746 207.344208 62.037529 129.423218 151.400940 151.604919 125.940750 203.328156 64.015900 78.303253 69.898766 279.838745 174.444626 93.009033 173.861588 145.905457 200.134949 134.569855 111.172577 216.835587 79.443855 65.124741 124.805923 238.382721 56.620098 199.125641 165.212585 161.666595 72.864258 174.243973 194.104706 100.517105 292.925598 135.911041 213.098541 123.476082 106.040642 51.207859 87.580757 137.118469 98.650673 180.305817 177.447968 125.809128 59.923706 226.897339 135.184067 185.527664 142.072098 82.271263 181.667038 151.017029 85.731621 69.381683 97.367149 182.250870 173.164902 385.567719 216.001663 76.171501 144.980087 112.398430 238.264221 290.665527 132.542206 82.544441 123.537704 129.385391 266.798889 251.539124 141.871445 225.246521 199.077240 117.131752 234.582336 263.597717 128.333969 169.328888 88.488525 343.419373 82.003006 144.198639 103.626266 179.938431 229.457367 85.885872 80.366913 97.180244 395.853455 235.343658 163.143311 102.319618 242.461929 120.847137 136.710007 124.631927 134.211655 168.305817 155.203644 91.972580 271.798859 203.784683 85.900337 316.287994 69.781548 124.133461 103.761864 106.369545 145.349762 99.533379 124.930382 199.314682 116.822655 202.567032 122.578011 135.543823 131.620316 273.116882 160.109970 126.466461 183.807693 94.942825 171.645966 87.111763 96.542091 73.704971 206.120193 362.791595 130.273941 142.135422 104.332787 274.107727 135.597031 160.797424 208.754791 146.924698 154.306015 182.434174 63.086357 154.209778 121.845711 95.729408 164.586700 101.381561 289.950470 128.577713 142.843597 96.568138 109.163284 129.301895 83.278114 138.788177 137.592270 155.734879 139.810638 82.527603 145.447845 47.057735 181.398666 72.138695 75.036026 104.780769 124.814461 123.637032 108.415794 257.095062 91.372261 84.729988 311.849548 243.283737 66.530380 168.528763 63.199921 142.361206 218.796661 143.491028 89.433609 106.773537 197.985275 125.455399 236.241333 162.618210 115.715164 154.128845 154.359238 120.749069 268.558136 126.070602 112.956779 120.808151 90.355812 64.331627 61.217747 93.602722 271.750183 187.586136 80.639397 216.019836 86.596291 273.378357 189.455872 114.062500 288.425018 136.878830 111.749802 112.559898 152.031418 156.056625 166.681229 162.065430 146.448242 157.331406 177.989777 134.454178 77.656487 205.988159 189.561020 61.804184 202.218948 264.456787 102.786278 260.356689 61.420509 101.001785 88.137604 118.332253 123.928688 91.662552 30.211031 134.306381 88.743034 82.316750 214.789322 87.613388 267.365509 65.315308 326.814301 102.155380 182.980881 146.304199 191.022644 107.469780 64.295135 154.339081 39.570965 156.841614 201.999451 63.173260 197.208405 86.982277 98.162560 108.628807 71.061844 172.110611 234.917343 142.413818 137.995071 72.630119 190.803360 179.821823 90.885910 201.099609 72.091072 126.529320 87.563828 77.815811 71.658188 113.607101 83.595695 73.737679 102.894211 66.580879 221.816391 201.226974 100.902367 84.985725 103.087830 138.318314 246.244141 123.769806 116.967873 55.952473 143.890259 119.296288 72.147125 135.354568 119.609718 135.302521 261.574249 83.100952 47.900127 51.078251 275.241730 104.086906 117.150192 97.568542 75.371986 166.179749 112.695793 30.133907 101.520287 216.668091 90.087746 133.210052 115.294685 157.606277 111.326363 239.370361 124.687416 57.821095 268.531403 92.125389 91.198448 142.425903 350.095978 53.190937 317.447601 89.420082 220.160767 53.730762 94.541428 100.749001 106.247414 212.626572 128.307861 95.000961 131.382385 158.980621 95.339508 181.610474 313.750671 116.346626 145.759506 184.081604 118.683823 71.890999 91.773033 101.403786 129.163528 135.182434 207.791473 127.176735 181.584457 115.799225 242.849121 160.842285 212.619034 51.154339 69.076134 109.802711 188.609772 232.072128 102.802162 87.066620 55.602451 182.080643 141.703476 119.346886 156.545410 115.832527 111.585045 129.000671 152.428452 257.901794 145.552231 108.596603 275.314484 172.336288 253.575378 102.804474 141.381577 182.945496 75.401619 143.394989 209.021683 140.581406 239.778107 48.970005 131.205933 109.914322 97.948372 122.868828 122.445290 81.378387 246.057144 165.706177 84.855736 192.796997 93.650490 71.350044 217.108826 56.337997 69.611458 102.581169 110.770790 97.352684 215.304520 110.211861 113.902687 232.909302 127.468040 218.680252 73.787605 102.954880 174.633270 84.480904 60.871281 230.964401 196.365219 230.146149 171.686096 86.103386 106.153519 99.901917 184.715256 85.899216 109.995155 76.375717 173.949341 167.956787 109.056343 141.733795 152.477814 183.924469 117.465126 62.351429 159.788162 98.330368 254.517929 148.504929 135.753372 103.917412 298.699341 50.871750 247.568863 104.277565 356.734436 302.301025 153.352463 127.008224 140.707428 131.313156 151.156006 193.050888 119.787804 65.458763 159.931854 143.103882 90.445946 189.745438 220.745544 85.688194 153.772354 114.887779 83.766006 107.526184 143.464615 83.255142 118.996635 104.175224 77.709427 276.722137 201.530197 71.733955 100.438866 226.508698 107.644264 173.849991 196.140533 130.304764 205.906113 106.600624 357.898010 106.382515 65.930565 96.592262 141.318115 114.097961 110.344894 199.817429 289.993164 85.079567 80.960632 80.647606 94.347733 85.845573 172.366821 86.829704 103.975761 153.414261 202.956879 108.915039 182.451935 191.916229 67.597054 96.295647 225.435989 153.971634 195.304352 126.142601 72.481415 84.345100 89.324333 123.445801 77.021042 
447_param_0 644.364197 574.807312 416.481873 467.065613 679.857971 517.969666 560.384888 850.918701 773.708679 344.494293 596.845886 587.377930 474.982391 665.744568 539.436768 499.846100 615.503418 569.768677 478.715668 415.368469 625.476624 554.493408 404.652283 625.360229 598.894043 433.768860 429.010162 436.916779 417.428192 430.413391 524.989746 430.142914 432.586609 508.904846 505.789581 474.666901 740.534424 437.377655 444.251709 593.901306 384.151703 521.335876 727.809631 520.745422 453.066376 417.419342 419.995453 533.968994 585.556274 649.159729 597.702148 594.455750 526.782715 639.810059 447.136810 499.862457 433.283966 518.106750 484.069489 608.249146 523.045288 461.767975 554.329651 586.463196 484.283112 489.115112 668.247742 432.996094 543.489807 356.534485 430.832062 604.520264 424.007935 443.489716 477.705597 356.851715 514.453918 432.489502 637.943237 497.145508 404.635864 560.338684 592.672485 372.586182 400.308838 384.155121 513.206970 556.816284 653.086975 481.374115 501.729553 513.907532 475.818970 609.498596 385.805511 437.855133 
450_param_0 853.008484 1217.623413 1398.642944 1272.204956 1187.084961 1191.364746 1214.546509 1218.695557 880.683350 1250.581421 1188.385620 1178.931152 1044.670898 1040.851685 912.789001 1142.776001 1286.463867 1012.564087 1314.168335 1281.807617 954.357605 1003.374512 1113.276001 1129.226074 1047.904419 1367.350708 1348.209839 1043.364136 842.846497 916.121277 1049.581665 1279.246216 916.982361 1118.063965 1363.539551 1203.223145 1195.948364 1261.982300 1168.808105 1120.341431 1008.666626 1462.375000 914.507385 1134.489380 1187.849854 1155.938599 1453.406006 1187.711426 1062.779785 1274.486450 907.545471 1311.701538 1198.997314 800.088562 1310.269775 972.916565 963.555176 983.076355 968.953064 1324.229370 1022.872559 1297.662842 1044.459717 1044.965454 1110.697388 1009.096008 1154.876221 1139.544678 1413.348022 1425.617188 1289.834351 1081.377319 1113.258789 1295.333618 942.198669 1118.972290 1185.180298 1114.885010 1177.673950 1222.737793 960.344604 1346.816528 1158.365356 984.807861 830.291077 1057.888794 1010.302124 1327.661621 866.100342 915.008484 946.095215 1296.900391 1169.197754 953.941467 975.762695 1432.720215 1056.425781 1392.614868 1133.867798 1234.060425 963.024719 1367.690796 1150.111572 911.129517 1135.469849 1067.008057 905.512390 1176.920410 1353.682129 1279.487671 953.323120 763.137939 1282.790405 1274.810913 1187.469482 988.496155 1005.238831 1128.188965 1428.576660 934.528992 1124.589722 951.668579 1134.573364 1455.700073 1270.128296 1035.787231 797.470642 1006.908569 1147.044312 1085.071655 1149.868896 995.078857 1371.519897 1224.023804 1011.851562 971.784546 1147.457520 1132.345947 1094.570435 1019.548767 839.835144 965.969543 1081.154175 1379.696777 855.231262 1404.506592 1289.186157 1204.086182 893.651306 1094.740845 1088.099731 1219.709106 1038.464478 1152.444336 1209.964355 1244.289917 1150.497925 955.566956 1159.046753 1153.609253 1067.115112 1053.416992 1170.594360 985.162476 1458.525024 1063.085571 1295.540161 768.415710 870.457092 1119.248413 1041.448608 936.199646 1355.980835 878.917908 1043.139648 1271.954590 937.523743 1104.231812 1351.448853 1238.978149 1260.414062 1050.485229 1037.840210 1130.177734 926.851074 1219.505859 1004.323853 973.568665 930.228638 1094.884033 1046.167725 1447.523926 732.744324 942.241882 924.344788 1113.753906 994.847168 987.127869 1160.042114 904.538879 1202.547363 1119.474731 1175.918335 1185.085938 991.903381 1133.891968 1512.791138 1054.425049 715.490540 1219.875854 1129.766846 956.759705 1309.522217 917.162964 1229.642212 1145.942383 1046.637939 1005.339111 1233.468140 1278.987183 898.936584 892.824829 893.077454 1082.224121 1100.889526 927.522644 1033.930054 1170.801880 920.958374 1107.203003 1277.995972 963.503540 1155.031494 1115.300903 1124.172485 1178.236572 834.842285 1193.651367 1061.258789 971.185181 1486.896973 864.293152 1407.036621 1165.595581 981.873474 1298.583862 1179.563843 1241.135986 1143.789062 1337.740356 1015.112610 1227.333862 1022.701172 939.736633 1169.310913 1097.842529 962.069092 1333.617676 1107.864624 1230.137207 1195.493408 1455.223145 1178.376099 1400.457275 1080.871582 1047.672729 1181.972168 1053.423340 826.938232 1171.161377 982.118530 1153.930542 999.187744 1588.644897 1059.844604 1198.984253 1272.011841 1300.520630 1223.743408 816.425354 933.720276 1237.644775 1312.436035 1022.934753 1248.310303 1283.418213 1273.075317 1161.897827 1162.936523 1175.315063 1420.361084 1027.751831 801.281189 1002.304749 992.104553 1500.648315 895.477844 1128.568481 803.705688 1149.337891 1360.704590 1308.512573 1346.432861 1018.732971 993.932556 1189.750977 1093.359741 1498.732666 798.793274 1275.740479 1458.205688 1075.268188 1409.776123 1314.005371 1187.973755 1072.259399 979.249207 810.875244 1271.111938 1037.042114 1217.807617 1116.339600 1374.355225 1205.577881 1108.337524 884.181091 905.740295 930.952515 1313.285034 1199.517334 1246.481445 996.038513 947.856995 1173.755249 1186.066528 1595.877930 1148.082520 1046.636230 1165.699219 1087.229858 1108.736450 825.736694 1451.952271 925.723450 1171.323730 1350.713623 1255.777832 1172.009155 973.723206 1354.704346 1014.600586 1276.503662 1267.197998 1096.289673 1146.556763 1199.062500 1143.922729 1049.921997 1267.068604 1024.075562 939.236023 1098.306763 1348.732300 1101.832153 989.880066 1182.683228 1033.407715 1011.134644 1032.961304 1049.271484 1074.745605 1261.997925 1065.249390 1108.729004 1041.391479 843.590820 1111.262573 769.887512 1171.014771 865.624695 988.350464 1580.186279 1181.401123 771.775940 1120.022827 1166.122925 1060.738892 1017.437622 1418.831421 1042.338379 1397.923218 1018.574341 1132.359497 1079.670410 1149.884155 1307.974365 999.863159 1232.604370 1051.023438 1220.537842 873.201538 832.988647 1055.451050 1052.061401 1437.072754 1118.980347 943.272827 863.083618 1064.708130 993.955200 1070.269775 1171.752808 943.604004 1020.335938 1090.009521 1500.754761 1618.234741 1055.164917 1348.994873 1003.993286 928.456299 1452.218872 1673.121948 1040.536743 1083.979614 1281.948364 1319.651367 1437.238892 1172.352539 1059.178711 1172.141724 1167.578613 985.644531 1010.051514 819.972778 1512.235229 1223.468140 906.907837 914.055542 1185.271484 1251.140991 993.564209 1186.222168 1203.410278 1130.853882 1344.229980 947.776367 1111.447021 906.127930 1211.841919 996.172729 954.995605 1050.185547 1032.557739 1205.020386 1077.943848 1226.004883 967.992004 1206.954834 1125.068848 1156.375366 978.515442 1184.190308 1397.819946 1029.072388 979.971619 1227.947998 965.511353 1291.872803 1314.645142 918.509521 1373.947876 1340.212646 1093.298218 818.071350 1318.006348 1305.713989 1216.257568 1161.226929 1074.950195 986.910278 873.707153 1129.318726 1051.367432 1353.731934 1279.645142 1123.460083 863.591492 1128.968140 1108.672485 1354.683716 1214.773071 1129.450562 1189.208984 896.492920 921.280762 1425.258179 1240.212524 973.434448 901.589966 780.274780 1093.057007 1485.675903 1036.201050 967.640625 1239.388794 939.541870 915.222595 909.533447 926.963684 1248.055054 964.151184 892.090576 1263.760498 998.341064 1045.958740 950.228943 1322.473633 1090.161011 965.995056 1255.308105 1053.868774 729.537537 1091.654297 991.028320 1142.731323 1256.137085 890.448242 1090.839966 1481.515869 896.358215 1207.813354 1038.804932 981.201233 1130.979858 1291.187744 970.296326 1298.922241 1094.870117 738.348206 870.889648 1274.918457 1205.271729 824.885193 1109.077759 1347.972656 1355.229492 1054.875610 857.628357 909.292786 1241.032959 1193.200439 1160.362549 1111.885254 967.520691 1056.694214 1151.129150 890.669067 1008.417114 1098.076172 1045.593750 1308.474243 1237.842896 874.899719 1128.772217 1030.914429 998.531128 1360.888306 1226.363159 1124.387451 1163.615845 891.410950 1423.300659 962.398254 1100.083618 1217.955322 
453_param_0 162.862534 321.801544 290.646362 211.876846 380.904510 147.786453 198.681137 162.973190 272.050629 224.089172 321.584991 109.029533 206.291458 251.728271 264.839600 108.432121 128.272812 359.879730 203.917953 193.587845 179.185425 226.152832 212.924576 175.153564 240.634232 306.680573 228.861496 135.936905 212.290329 148.673584 138.060364 209.450089 324.501770 302.442780 215.841644 250.798935 307.736023 313.130890 280.433868 149.262146 197.061325 131.031952 118.117325 244.779114 186.473846 241.325485 115.782364 128.708191 274.489227 222.433960 256.790222 100.493294 171.132645 325.367676 142.026794 218.029236 362.255951 208.855515 212.333511 291.340118 207.083099 166.948029 201.182571 297.971863 244.451294 173.747040 201.635193 199.525009 90.984894 185.032516 145.866028 260.964142 215.989838 251.192261 232.884125 137.788971 204.038116 283.986298 167.673309 198.141769 314.686523 189.694366 238.910965 183.424149 208.447388 294.917206 377.066498 113.554787 133.529602 232.907639 281.674927 119.645355 159.868225 270.285492 288.208527 144.165161 132.815170 193.844101 254.116074 305.128723 346.631012 168.727005 171.786880 400.880371 312.628967 334.548828 250.179108 236.751389 158.248993 164.426849 273.886108 256.935089 146.852295 127.494904 190.823257 124.133995 228.439651 185.867172 198.812759 393.402924 172.031143 97.005669 262.703430 107.744560 121.307381 220.499191 261.977173 257.233398 214.996185 191.577011 213.467438 271.900085 158.448975 171.842590 278.340942 248.330490 139.804108 208.642517 197.720566 220.096039 255.608780 279.522949 219.714386 228.679626 176.284500 173.221741 144.502686 125.304947 180.885010 185.147125 351.009338 222.566971 170.524704 147.047058 220.054153 290.294586 183.751907 390.344604 165.223175 117.311615 101.664032 163.834961 122.472748 223.897644 165.076874 242.425369 304.628357 242.308365 253.714066 308.623199 137.499786 331.339478 178.065399 321.423126 243.422150 183.874039 202.179840 234.383667 141.492676 134.817963 240.377045 223.374573 378.237152 158.495850 296.775085 253.509888 274.530548 182.086746 258.400421 241.075027 289.038849 285.514923 412.539337 166.161530 432.696503 260.762787 182.040588 302.064606 120.856956 337.629089 312.026398 153.648438 152.722961 211.869034 240.064133 152.210251 230.296951 252.308716 148.479691 165.280792 171.428238 185.534958 185.646454 270.899384 267.951721 270.450165 194.314102 159.281952 130.342728 218.996735 148.455704 247.097443 248.188644 201.773468 337.854736 210.800049 191.291809 114.018089 319.243988 274.481323 108.774910 321.039246 196.371994 140.090881 245.358719 281.468414 270.576233 162.823212 416.156036 212.477463 234.844223 212.536026 107.108330 162.224319 291.504395 186.483261 361.130157 127.223991 142.997269 206.048355 295.410492 101.258896 214.270233 425.252411 223.533295 189.000168 158.726257 107.835670 240.410110 130.932846 300.473022 226.446335 163.997940 232.270844 239.600098 173.095016 262.937988 277.093567 163.207291 181.516739 204.514359 395.271667 236.235565 88.672729 155.475220 274.526459 145.621887 246.229080 263.294159 273.751923 203.209229 199.791916 168.946854 256.444244 223.280426 258.767853 220.187958 118.842735 259.067902 257.489014 114.494484 117.490150 205.630783 319.885620 279.319458 117.226692 304.704254 214.738388 299.738007 248.461563 122.431313 196.167480 180.507126 208.615265 257.692841 292.318176 209.727066 224.675018 304.867462 131.287277 128.855347 321.879852 266.709351 167.884277 238.434174 346.176758 336.073822 257.001892 143.481140 297.195099 257.206329 196.597046 218.171921 135.355560 185.374878 223.838089 261.072571 318.742126 201.386169 111.484344 233.078873 269.749115 394.631165 334.065216 242.786301 303.161682 221.282211 348.047943 294.003448 397.684174 292.983490 321.115631 142.905121 204.193253 213.541504 339.604553 132.086746 245.628876 147.168304 152.094635 256.221954 227.552719 220.472504 125.849327 196.706848 278.432648 242.161804 250.446320 140.896896 92.123878 293.097046 179.707947 238.580505 307.556458 196.706268 130.940613 175.310776 326.024841 194.258499 197.838852 162.652252 146.212112 237.420807 260.617310 219.125549 253.208710 260.985352 216.420486 247.691238 294.145630 143.391464 141.427170 152.967072 241.534576 149.765732 155.375687 143.960693 152.914291 111.498245 174.908005 235.676605 292.024139 363.565613 240.270706 201.150146 275.857178 292.831177 244.719528 341.077240 302.547241 256.754211 388.777344 255.756683 217.143158 129.386032 252.764114 221.394470 270.461273 112.245949 294.428833 200.452011 258.143768 314.208374 128.983170 252.675354 157.898682 123.864296 182.706650 188.776230 261.586914 305.540497 223.951645 127.784859 305.496490 207.869843 346.323914 90.712059 188.860291 307.882019 284.534760 216.648239 162.026993 140.960632 269.533875 79.043365 161.882339 206.303421 255.740570 117.202393 203.708725 389.671173 126.560928 199.072403 295.484863 141.438126 225.647736 231.960205 199.127701 303.009308 397.951111 266.021179 143.898148 172.909286 125.758041 292.517212 88.794380 130.283966 161.919891 179.206375 258.553284 205.915192 186.690887 116.814240 247.015579 280.109253 188.439789 283.591095 238.876648 155.034668 189.431839 299.235657 192.558502 249.677124 214.008255 252.793716 105.450455 293.638306 256.110168 460.225891 230.684113 84.208549 188.911316 195.153519 237.610748 222.305450 127.557861 130.058472 212.912277 353.042725 293.892822 135.075928 207.849854 359.483002 140.714310 207.594025 181.541977 267.402222 228.836029 203.194016 286.817352 320.349213 109.809113 144.412292 153.220261 117.487587 327.136627 205.523911 275.113312 200.312637 388.041321 121.836906 210.306580 198.456787 289.175903 285.235504 284.184509 285.949554 165.481705 293.322021 337.643097 247.374603 227.289978 150.005890 69.707787 303.553589 151.013916 183.837540 218.852264 286.363800 175.692368 235.522095 203.882629 143.265137 218.492401 117.182007 213.927505 200.215637 211.890671 217.998260 286.861847 238.254349 114.904160 194.650742 205.071198 236.082291 191.079391 184.247971 109.502106 269.230652 142.858124 230.944077 271.396423 233.942993 202.566650 137.118271 199.533142 226.596481 194.497620 293.293549 169.274673 198.696014 163.117264 312.591919 218.099426 242.310104 247.379822 263.715729 130.106125 209.439102 306.048889 167.358856 320.175903 342.849335 278.752136 285.550781 325.022247 
456_param_0 1032.580444 1115.151245 863.791199 1250.393433 1071.243530 1267.462646 1257.696289 888.791016 1108.530518 1209.984619 1101.615112 850.997986 1039.613647 1323.658203 1198.124878 1316.295410 958.840210 942.207703 803.409180 1145.705444 933.829895 1103.835938 894.319153 942.387939 1125.021118 1189.734375 1097.881958 1044.572388 1063.628662 1050.905151 1050.494507 709.150146 881.939575 781.642639 1225.713501 993.247681 1296.195435 1196.853760 1073.181641 946.854187 1295.975586 784.036194 1289.225586 1110.081299 1083.923218 1006.438660 1059.065674 1380.338867 1065.586548 744.123047 959.857788 1076.716919 1222.061157 1107.416992 985.017761 1450.060059 1272.420288 1072.610352 902.892700 1030.630127 957.932678 1023.934570 1217.788574 1253.119141 960.130371 1110.864624 1039.507202 1026.756958 1113.823730 1157.362793 968.831787 950.599121 1066.088013 1076.953247 1019.194580 944.315125 920.745422 831.111206 1253.093872 961.649963 1030.829102 1099.096069 919.118591 1203.329590 1054.492920 941.021179 1225.397949 1226.581177 926.597168 1263.698364 1228.604980 1090.442017 1100.273438 989.251099 915.440369 931.816284 951.757812 1236.591675 950.380554 993.453491 1035.987305 958.992859 1102.734009 1145.908936 1206.076904 1188.120361 1090.544922 1189.983154 1026.973022 1005.874573 1155.278931 1078.549805 945.243286 1215.609619 1063.166504 1428.510498 1044.596191 1360.048950 1078.566284 901.293945 1114.363037 886.735046 982.369080 1469.861450 1111.631470 1039.803467 953.963989 1308.071899 1087.233887 1043.226929 1170.131226 1240.697998 702.033203 1139.860107 1179.429443 898.030884 1031.869385 1308.786377 1219.556396 738.051147 1172.509521 1219.044067 1034.633789 930.233826 1079.181641 943.446594 1156.484131 1142.059937 966.458862 920.653931 1109.795410 1139.666504 1036.957642 1432.011230 1002.025818 1003.057922 1388.440430 1008.895081 829.616150 1063.543701 
458_param_0 657.530457 850.041382 766.135803 838.373779 954.045654 744.868774 626.293579 693.475159 705.361633 804.597290 740.613220 784.563293 1124.576904 635.636169 776.589539 629.810486 876.852844 720.165955 720.194397 580.374329 708.873474 736.157104 794.673828 630.486816 628.616638 566.389832 686.674988 903.957886 760.983459 644.485779 737.019348 688.626892 1002.995605 811.919678 803.363586 685.484070 952.722168 949.288757 654.673950 832.870361 814.521912 764.465759 908.098022 729.380005 581.901367 681.572815 707.958984 997.293091 925.213928 819.358154 659.234680 671.799133 505.255157 601.489685 855.322815 492.230164 857.015198 770.281677 770.501099 610.199585 659.811462 699.997742 845.081299 698.233765 808.308777 685.110596 722.488525 832.475708 675.781799 705.284729 769.090637 870.596863 691.297241 829.829651 613.049866 951.111206 857.167542 761.484436 670.987183 802.375244 979.306091 673.563782 739.981750 700.740540 880.366455 866.460815 959.640015 875.133972 503.374176 482.911774 864.189453 923.655273 777.155823 759.770142 785.544922 676.027771 902.664551 876.577087 700.079102 744.773438 583.550110 815.034729 666.028381 962.586060 776.588562 699.824646 1037.167725 768.834045 976.173889 788.939026 672.090454 1002.298401 717.558594 731.835449 608.503601 590.385681 931.504822 744.248169 928.872498 689.786438 806.934875 620.154541 784.434265 700.532166 825.726379 672.392151 875.512878 759.494446 668.948730 848.717224 590.593262 734.861938 670.599365 869.513916 869.329346 878.627625 873.495300 498.582642 788.498535 766.035461 758.238953 683.243408 605.742126 791.463806 759.499573 704.468445 841.710083 450.732147 886.710327 815.067566 886.205811 932.405579 682.298950 709.409851 793.844849 665.400208 641.458862 667.763367 668.263794 873.151306 998.481995 679.952576 718.545593 747.080627 729.461914 537.624573 666.549133 704.815613 773.475891 702.374390 615.275024 655.473511 844.195190 743.364380 639.355164 856.251404 849.584229 971.075378 666.077209 805.017639 659.281494 610.839722 537.527710 767.884827 635.489563 651.220154 623.971802 656.330994 680.432068 874.978210 800.685059 538.446472 946.871643 596.526306 680.783020 702.908020 835.389893 723.859924 755.237244 787.240540 959.824280 997.307983 774.636963 935.260071 958.042725 641.010254 786.199097 841.833496 940.326904 776.790833 716.336304 891.663452 894.136353 780.149780 880.767029 923.560303 749.343750 521.128723 845.139038 960.554443 961.406555 702.332703 780.758362 794.141174 715.569824 708.182068 804.237976 610.451660 812.234863 467.218445 559.422241 938.029968 571.525085 798.873840 634.362244 711.647400 776.200073 740.812378 566.441284 621.386475 627.961914 954.623474 654.068787 820.249878 681.894714 799.205750 793.047180 760.102051 714.105408 660.297485 710.788879 745.212341 827.883118 548.418884 727.864868 775.114563 558.080322 958.261169 693.002686 643.786194 810.171143 630.699219 715.849976 574.126038 782.166199 638.744934 942.593567 714.522705 605.796082 882.785339 927.377136 460.233643 1082.468018 566.103638 870.110291 668.760376 834.347107 919.101013 734.032471 798.071716 849.270630 795.386108 759.459656 757.979370 789.453491 684.638000 538.882812 701.789368 688.780457 796.647278 749.140198 863.307556 904.172180 783.622498 750.242615 966.547302 751.635742 788.041199 689.101929 774.107727 1029.248535 901.233154 737.876587 762.790833 637.295776 841.162659 674.441711 732.963074 739.709167 749.690613 859.445190 832.503357 743.971558 757.474487 826.469910 846.043152 595.972595 735.447754 724.975281 857.883362 774.315002 827.294861 730.764343 759.848450 734.660156 713.483521 565.252563 857.790344 783.838623 606.724854 775.090088 767.770264 647.136414 738.103943 841.817932 741.921387 678.780701 829.971375 711.217285 693.962341 719.196228 753.627258 629.196960 654.295288 810.340637 611.349915 566.317505 493.200348 1140.281982 797.136047 650.905884 744.279053 681.502686 815.350769 902.333557 664.567078 688.563843 762.425354 662.144531 932.996765 821.751953 905.037598 749.814880 805.850281 776.786560 806.441101 675.783020 633.570923 859.735291 584.336853 741.431519 637.179504 685.389893 667.265381 991.093079 593.005493 963.403259 750.464172 905.359619 663.497009 576.574585 635.734375 761.076843 751.938904 668.303955 740.583740 615.357239 804.553162 651.099487 958.777405 769.487122 667.334045 642.281311 795.500732 664.424744 698.958008 746.567566 997.195435 632.090515 646.351074 754.848145 738.352661 640.200562 792.473572 737.384827 833.960815 648.829956 918.693848 728.129761 967.062866 793.179443 841.471924 648.275635 718.747009 859.496948 912.848999 787.831360 822.992065 672.030151 812.276794 855.579224 709.361633 584.960388 783.685425 694.047913 628.650635 945.961731 913.627563 710.338196 656.438232 742.094727 662.564514 875.657471 829.510132 788.709900 801.533203 649.241699 825.504822 649.662903 770.312866 557.615540 724.008789 607.421448 670.510315 785.318237 697.556519 634.141235 652.574829 764.868164 801.186096 757.906311 812.365967 980.096375 734.671326 658.325684 594.236511 775.946655 566.793335 610.322205 745.352112 753.204834 958.040466 798.108276 773.576660 582.015625 505.274963 772.344116 561.304260 908.445557 915.809448 628.196594 1013.582092 662.883057 489.391846 604.824524 712.243225 787.210205 784.801147 784.568054 730.983765 877.501099 659.716125 743.528503 642.987671 866.770935 653.942627 699.953308 846.854797 522.355347 796.181030 574.166687 553.810852 851.223145 643.813049 874.992004 572.004517 730.162415 735.800903 760.201111 707.139832 546.394836 905.013428 690.008545 783.984436 705.499268 726.261658 672.422546 759.706421 815.163940 891.652405 794.148865 1050.804321 793.323181 698.595764 726.556946 1004.596741 783.190552 1024.289185 535.673523 804.538452 775.219238 816.277832 840.432556 671.791138 755.078918 912.393799 766.366272 729.247925 1125.300537 671.166626 796.814087 658.687195 795.980103 603.953796 871.269836 761.544922 788.510803 852.592041 864.635376 687.494873 792.434204 722.027161 797.479309 713.235474 671.475647 934.206177 910.238525 890.107544 649.049255 778.286987 530.686646 934.723389 733.730225 810.810059 430.352936 772.679993 671.364685 600.214172 755.601318 822.224609 747.409363 640.925354 1109.485107 620.678589 791.195862 813.762939 650.373962 838.964905 651.042542 646.194092 632.548523 963.392151 920.862549 639.876282 681.459106 716.514709 836.367004 701.593933 694.692261 753.862183 787.180664 802.530823 781.106567 1039.331177 821.556519 789.740723 849.912354 599.554993 882.690369 742.494812 719.399109 901.718018 849.325073 523.024414 966.364319 845.835876 605.507080 656.303040 898.382996 849.302124 641.836914 652.730042 673.311646 808.287781 610.730591 593.041504 853.298279 906.205811 744.481873 619.481567 872.264771 635.263428 693.960327 655.542358 697.719360 675.466675 740.755432 773.657104 631.136230 949.890442 702.567444 1033.418091 627.924500 796.518677 873.928467 532.029480 901.001709 634.403198 736.529480 845.253052 702.080200 921.143555 885.858643 636.933228 752.840088 827.325867 634.680176 750.190308 780.718811 919.224243 854.601379 806.657288 658.828552 733.869263 803.434937 860.976624 588.817139 626.279297 884.281250 716.546997 816.406555 776.095459 886.733704 670.222046 865.814819 597.267578 702.080750 638.352722 732.230347 760.778625 923.160034 503.715363 833.070374 648.042786 728.307373 578.273499 681.298157 921.919983 729.906433 804.601562 690.874634 752.928894 702.734497 674.532104 676.883240 970.675720 662.466492 797.148376 873.061951 639.642334 850.528687 659.466309 815.648560 731.795776 799.950317 844.912659 712.611938 827.472412 618.966736 778.590393 729.673523 797.165039 708.989136 736.276428 571.885132 746.829956 721.910400 640.265137 646.291870 562.756409 774.720520 797.060242 893.259888 814.150391 598.566772 473.461121 790.493713 718.270691 667.702454 989.327942 736.641113 726.835388 822.877747 589.180176 817.161072 601.617432 771.922913 872.474060 827.773071 619.519531 752.592773 685.193237 606.709839 584.525940 708.582764 706.010132 790.096252 748.738037 637.835510 720.105774 745.159180 931.357849 731.212585 714.726868 838.967163 859.424316 705.118103 744.724792 660.455505 764.914917 709.598022 749.093262 779.229126 810.345398 853.306641 866.370361 802.151794 922.936279 867.936523 793.055969 696.309937 778.422729 634.627136 931.545532 809.724060 868.661682 641.816467 858.549927 663.983398 616.942261 778.681519 839.197205 712.088928 723.842773 558.877930 838.200867 752.118286 657.879700 671.713318 717.332825 772.921448 577.386108 668.914185 809.219238 786.163696 745.290466 709.372498 695.028992 764.998474 849.044739 833.170654 819.331421 830.012024 676.337219 571.891785 867.545105 886.161865 638.870667 1032.544556 752.266113 901.352478 776.847717 818.674561 509.706757 692.564453 863.748291 738.921387 895.468994 753.350098 785.110474 576.401794 904.696350 652.802124 770.088928 689.049683 795.121521 813.114746 597.179810 702.015686 909.292114 804.270264 807.016846 802.158508 578.957764 587.159485 595.115173 989.649597 662.018372 654.759033 686.393555 790.496338 703.567871 855.796021 655.652222 875.476501 888.865723 848.651184 873.347351 872.860962 796.567078 1088.083984 848.556335 816.898376 579.080322 1100.026123 754.027222 773.620483 864.132874 833.867371 601.060425 792.529846 813.065674 557.721008 822.330811 779.205627 746.827332 697.601013 827.135437 640.057312 786.309937 730.342529 1024.185791 725.696411 695.966309 763.265259 755.212402 717.599609 685.050720 697.030640 785.702698 706.106262 645.905273 479.767395 706.381958 905.935608 886.643555 746.346252 701.405151 723.802917 896.035461 667.382019 611.984863 718.433899 890.713867 854.509521 1028.864990 835.141052 645.085083 841.223022 859.319458 726.478760 869.929321 852.504028 907.124878 656.072815 740.460266 741.162903 746.649841 719.719116 627.442017 1158.109253 953.887512 597.152771 817.887939 678.666626 929.820618 721.030945 658.131531 938.917542 723.743347 801.537109 690.087280 806.235413 679.179199 964.530457 648.003479 738.483215 791.327515 895.104858 655.740845 1030.801025 734.648621 735.862122 683.292725 696.057251 753.460693 672.489319 797.555969 730.239929 817.574646 730.304810 754.343262 763.357117 1014.956421 705.228333 616.025757 757.975342 643.619202 705.327087 716.722046 435.421631 591.727966 782.421143 865.556152 879.633728 652.668823 769.428284 673.967407 619.699036 781.049255 772.372742 786.298950 776.341675 792.618225 874.756714 880.776672 703.163513 734.039001 777.502869 698.157776 1119.561646 782.182861 662.165710 821.360901 688.635498 645.221924 590.934875 800.025452 818.250854 669.487915 
461_param_0 96.503159 163.768478 240.289352 196.826187 134.877228 174.949463 127.390625 116.898849 95.654854 143.119766 253.703064 114.396049 115.817604 247.084457 92.514969 234.141739 132.655518 117.012016 118.105095 171.958572 144.588364 112.775826 108.171394 125.913795 165.344208 130.335342 159.783340 155.320450 188.428726 153.139221 61.338020 142.964172 185.490311 175.176514 202.358978 147.295197 47.197372 201.212616 200.019638 117.928696 141.198898 212.021072 115.955856 182.926346 237.716019 111.187775 138.103806 137.131989 201.028381 170.589386 156.435013 156.149338 161.073639 172.398636 180.516678 98.854675 263.974731 91.637794 128.396393 149.056427 199.603683 162.364609 176.953934 133.638748 117.439949 198.188782 147.109207 132.940414 163.298111 142.281570 117.906120 80.849884 250.185806 214.721710 157.953888 151.944397 164.367050 240.042740 276.446747 214.885696 219.808990 95.944527 139.905670 210.444366 196.223099 137.952606 206.922501 149.771698 258.781067 179.487076 74.428314 142.327011 112.403824 122.886810 131.077682 171.516922 119.266121 232.948685 124.037003 200.962280 184.483582 118.373329 178.098450 121.045357 139.513565 108.270309 130.014374 155.791595 344.437500 135.609589 222.509216 105.760880 198.298920 123.084740 231.625336 119.323921 76.628738 102.149902 79.361229 70.888786 126.052109 222.720261 81.592873 119.921333 80.370811 175.022797 106.454254 232.129669 124.228043 122.136444 132.443771 135.544724 143.832001 115.263809 296.358643 118.953629 237.480667 149.281494 127.251732 229.700989 84.154976 67.149239 129.766937 148.011414 275.862762 272.089447 332.729980 113.359215 190.567383 126.780052 162.296585 134.266037 280.968201 115.088913 81.465836 133.415680 97.287682 132.412491 200.557571 99.104652 179.332336 83.431282 95.981163 146.320938 272.853821 83.941315 179.329514 149.245010 103.783348 167.684891 145.576324 106.274109 141.269241 286.506897 127.315193 215.612518 116.588287 162.138611 128.614807 77.739990 106.447021 174.302567 184.914520 69.679489 175.091522 273.482727 175.883743 282.318451 77.704803 285.120544 121.092766 118.824234 252.035187 221.900574 150.965378 140.165329 129.120438 139.787445 118.995270 108.097054 161.281357 156.190872 143.459671 102.259163 101.031860 94.658943 192.098175 82.896652 174.901154 113.749413 88.424309 198.845657 144.597153 236.004623 218.556122 109.722382 202.511566 156.679688 166.753754 105.306801 228.731445 161.442078 107.103966 124.413406 244.022430 151.920105 202.702362 111.209175 160.362473 101.365631 104.955498 114.521057 122.366386 194.107361 243.183060 138.846970 241.391464 232.116196 76.619965 285.198242 260.529266 208.068954 68.240341 208.265778 205.766632 199.531891 137.012009 93.506248 148.994431 188.266708 137.044815 135.774872 133.189606 172.217300 170.699860 107.900261 112.206139 87.559334 186.338623 122.828102 83.599060 132.600006 241.551147 174.496521 140.686371 125.927414 72.867455 150.999008 141.840134 200.155975 147.519608 117.992355 164.769852 176.532684 165.942383 136.347794 153.351974 186.689682 185.846420 154.899551 124.332184 165.844879 169.667496 137.909256 105.041153 98.067810 159.924606 188.158813 98.785751 92.763763 130.800354 115.881638 131.501648 89.938416 125.692505 231.549622 165.121948 122.249199 119.621857 97.845810 101.236328 150.018097 105.536507 193.209534 82.341805 181.751129 171.585724 120.955940 73.787918 172.683380 105.393814 194.136841 95.827675 119.753601 174.684418 97.386726 160.011185 143.475067 114.834122 131.431549 213.890564 253.059158 111.118935 151.697418 225.759094 145.081284 100.679405 131.807693 146.675690 97.173569 110.746735 114.297447 322.102234 134.272812 147.125504 144.235992 123.918594 132.159775 138.383392 136.505234 96.939392 203.264511 192.649078 182.061951 297.305054 104.781837 100.099739 188.207870 152.053421 72.742126 172.019791 88.662170 156.415421 69.734291 180.450760 171.586121 264.101349 167.091980 64.463570 105.219330 236.842087 103.723862 170.109177 216.636261 178.974823 132.279709 111.763870 97.822838 159.254318 74.370628 129.343658 247.736633 255.900192 333.603973 85.451591 127.884956 99.563820 229.110809 220.340530 181.050644 112.727753 173.974716 129.351212 70.449387 175.686584 121.949089 215.245087 113.031517 68.503586 86.918709 147.071075 146.083344 263.260498 219.723206 117.835358 161.366989 261.978577 60.814449 219.719208 77.666176 125.285072 192.730484 172.627441 168.607513 214.959473 144.941330 157.156052 121.648476 141.044067 161.137390 161.744553 86.545097 77.437126 156.984802 102.733086 139.495392 127.910812 197.847412 172.883438 174.548111 185.297211 213.635071 172.359131 119.788033 170.055252 233.430115 219.369019 197.545929 162.115875 187.149017 261.360229 140.575424 249.181061 134.108398 100.531197 202.558884 112.345009 133.700241 141.306030 222.815598 152.354065 179.432968 185.449036 99.596184 99.976532 174.413620 129.603790 128.314957 95.097931 149.693527 163.087723 189.791718 69.093414 264.541687 113.564339 125.696022 86.451271 146.238892 234.781006 167.678360 90.346893 156.239899 90.813873 108.123459 125.080124 106.373711 239.613525 185.791138 93.032669 211.012695 255.585693 96.355270 105.349548 113.376900 218.863678 128.069550 137.948334 132.513336 154.219177 62.459488 131.266083 131.230423 89.927284 120.834244 139.172592 107.427040 165.220093 195.129028 138.336105 79.276184 121.053940 251.949768 151.060669 113.868378 85.185364 310.802124 171.035507 177.632812 116.982437 146.937317 182.201706 115.444321 220.907394 271.121765 165.007996 206.630493 73.026833 66.015717 123.792114 66.339531 198.929672 81.333817 113.911804 143.937012 130.306931 97.168823 257.626190 225.302826 276.475464 105.175293 284.200226 136.062424 227.287918 153.727829 139.466141 105.723503 60.911129 176.711761 101.017899 154.886124 153.259933 97.655006 95.802673 198.570206 298.113342 116.401886 106.761963 210.601929 212.555878 154.627167 87.483856 109.371422 92.618584 120.207397 87.410873 239.830627 132.851730 121.888664 101.637115 150.984711 154.268875 131.667160 143.673767 121.804710 162.577744 148.914597 137.755371 159.327438 98.418793 173.241745 153.117722 184.412247 168.311584 148.420868 225.587479 140.266861 145.600525 155.924118 127.647652 226.347626 174.637451 73.002357 113.016144 196.089920 172.134155 163.539886 143.118820 130.438278 265.412811 79.582298 95.394920 147.600983 174.265091 82.786957 70.846031 139.555908 121.611641 234.815445 237.693268 108.722572 186.959213 87.294319 128.655212 139.097290 114.802109 311.195496 147.968445 158.615173 103.345833 125.480980 253.815857 189.087418 207.578796 132.167847 119.751076 173.020432 137.451248 113.243599 151.879074 161.370621 238.514465 175.594833 150.431915 218.893112 138.478882 138.467606 263.062164 192.833572 171.994110 243.661987 178.385986 121.564308 218.883331 176.962479 136.519241 167.047073 109.169136 168.939545 172.804520 61.839493 135.701660 106.786827 168.109299 188.647186 123.245872 164.919785 214.133194 261.189240 131.901062 128.524536 70.102898 209.184952 130.254456 126.975899 258.029510 84.531921 227.079208 249.323410 52.441124 205.545502 224.423843 158.425522 168.017838 99.426071 84.735550 93.966034 151.196869 85.083824 173.150772 189.195312 187.955307 118.323776 122.385254 130.430969 148.011261 166.734238 197.921402 196.269012 157.067215 122.662270 323.832001 203.417191 122.401154 153.580551 99.831665 126.543671 167.703461 103.521599 268.332764 221.134903 233.520264 105.141479 147.920135 207.247864 102.635353 154.515274 110.019272 184.732376 121.165070 97.575493 85.726845 167.322678 139.932404 164.969925 109.397690 134.291122 198.838699 212.655853 133.146210 165.181778 101.383034 74.361908 153.374802 174.949585 130.268555 136.894150 108.778931 120.019638 152.699631 133.823868 87.233513 121.216454 189.442535 93.030396 104.436996 134.512939 149.575027 109.388992 212.735855 173.008423 132.742249 188.552704 118.514099 151.615982 95.702370 205.034500 122.580864 215.407257 105.744667 113.521469 151.245483 84.490456 235.514832 184.334564 93.398659 145.195221 155.890915 154.846710 122.749756 153.289139 247.961990 116.332039 81.257027 101.786507 169.022919 186.465790 265.247009 167.548676 145.610550 139.735886 149.333572 181.169373 104.409286 285.377716 189.251053 78.926445 99.504333 191.132919 163.111374 186.822144 128.631119 124.140404 96.283142 132.922745 193.332657 233.255890 247.054977 105.710083 155.236511 137.426010 165.743530 174.936951 115.569527 91.733231 131.607086 237.145905 148.365005 116.459717 257.250488 285.176605 99.489746 123.336472 91.840324 234.088623 189.064667 182.256912 164.810669 148.432953 107.839500 110.529221 103.833176 126.270966 117.683739 194.382660 95.697777 168.394165 89.284737 174.612930 128.903641 218.104111 149.572647 234.225311 251.238174 148.093994 78.698524 106.537338 178.686447 238.473007 62.732761 114.846031 126.981110 188.023972 148.446228 80.102898 159.330017 86.675407 235.239395 121.535622 141.824463 106.144295 166.670700 129.629898 171.315216 109.225792 137.717117 124.485847 201.773499 237.783829 96.927658 100.460815 218.856735 169.652847 145.683655 96.933807 207.131836 159.225220 162.081467 174.923767 109.054916 194.633087 161.081268 142.946915 114.943672 190.161148 169.958801 238.980591 123.124870 64.606926 217.807831 83.661514 230.448013 244.596039 251.863815 224.540649 167.534943 140.493607 208.513718 77.282425 114.052292 123.410881 266.556152 182.688446 176.953674 124.450333 153.374695 138.895416 144.059006 142.538055 243.752441 157.962097 87.072525 115.444618 198.673676 126.270927 163.232956 123.960602 120.345825 147.842514 130.453140 50.571247 188.566757 231.170288 178.647156 206.990952 102.478340 81.787895 105.669128 106.668617 279.150970 84.077126 158.370117 94.803696 130.818619 122.096298 128.597885 156.876724 104.286041 142.410019 213.517792 142.658890 191.435593 246.990036 146.925415 171.173935 227.430832 206.760941 152.071991 97.168747 174.695663 159.346130 161.696106 127.765808 119.867920 157.732635 172.128494 124.255379 99.932167 113.495232 147.054657 139.053406 243.964844 160.087982 293.588226 102.927216 171.440109 163.218506 136.421600 198.051895 250.418106 104.465240 253.156982 209.249680 162.199188 100.959618 63.441147 123.658928 121.401924 136.525208 148.038177 129.217667 152.249878 147.605530 149.171158 156.816864 206.251236 182.538269 111.029320 103.778297 223.383682 98.092537 109.043060 186.963699 60.201622 287.861847 119.058784 175.896957 125.869301 176.458694 162.027649 155.693283 
464_param_0 833.908630 601.498901 647.392212 785.191711 971.988708 741.238647 743.941284 811.729614 978.968750 692.663452 951.664734 825.512512 920.474731 932.953552 766.531860 601.225159 875.834534 888.348206 808.353821 862.564941 557.966736 952.563293 1299.668823 786.688843 742.219971 807.934875 682.185181 774.587341 885.834595 993.682739 740.620850 594.556763 819.932373 1092.336914 561.817505 908.073059 933.402649 848.786865 1020.363220 628.288513 809.670349 899.836792 750.085632 786.140076 774.226257 778.116638 774.395874 756.481201 753.575378 825.136658 759.643311 998.338379 620.069092 977.855469 799.653076 763.174866 672.654053 736.973633 715.678345 956.142700 791.737244 853.210754 861.532166 983.377991 755.388306 933.104980 829.796509 830.640808 632.371826 724.497070 902.954773 820.539490 914.119934 913.577576 775.046570 820.050476 684.686462 895.356201 1016.350464 872.518433 911.966797 891.212769 679.063599 754.678162 751.915649 824.061829 889.479187 883.762939 845.989624 767.011780 871.526733 674.375488 890.050171 931.260925 747.017273 801.934692 829.449829 587.478149 742.562744 712.917786 1100.852417 913.842102 958.479309 527.969910 903.058594 732.880310 765.584106 744.543091 960.544495 936.293457 717.138428 926.757019 954.624634 703.587585 885.265259 722.661987 718.573914 691.143677 805.802734 869.438965 680.014893 754.714478 997.379883 883.721558 825.859863 1149.395874 813.205750 720.889282 846.885620 889.598633 980.692505 929.668274 635.907104 806.153137 678.077515 935.393677 1196.737549 759.226013 797.144531 701.295654 683.107239 890.108887 837.276550 780.479431 765.170166 842.805115 785.309448 734.084290 811.773682 857.278015 758.421814 787.574280 723.939209 688.812195 760.251404 721.771240 700.605164 720.262573 770.557129 710.940796 
467_param_0 1110.874146 768.423767 984.693176 773.121277 931.714905 832.633423 760.673462 1010.438049 972.207153 845.955750 994.547974 1100.510498 1132.478516 994.610107 975.649536 945.570374 877.570679 865.945557 796.933899 923.788330 1089.340332 853.420959 1122.992676 759.452820 914.178284 820.846558 1197.905640 890.903442 1268.315430 1194.758911 1173.787720 989.546509 988.905396 817.379395 1335.013062 1017.440857 686.363342 1052.014893 1050.999268 1075.362671 1047.847168 968.039673 917.675171 1089.130859 1037.312378 912.025269 1051.548218 927.314148 831.334351 932.242432 1181.923218 1089.830078 1014.603149 1043.417480 1116.836914 1110.698975 1281.893921 1007.411804 889.731262 1176.553345 1123.919189 1138.308716 1165.890503 1031.742554 1001.670959 822.943542 1053.633179 1182.260742 1131.261230 944.183105 802.143982 1127.611938 971.407104 1160.912476 1057.017944 931.054138 980.662048 847.155701 1025.369751 1245.233887 918.368347 964.914307 1099.169434 892.813049 866.499146 906.017456 915.521118 1036.415405 808.402161 1138.744385 834.705566 779.635742 1164.796143 1108.768066 817.517029 1209.994141 1141.688721 1059.828613 991.293213 743.429199 994.548340 955.709473 760.447510 864.483276 1375.298950 1306.996582 1044.642212 1106.453369 1077.946411 1017.215393 1110.566772 797.807556 969.191284 1058.571045 877.086304 982.646301 975.822510 1070.328247 996.210938 1164.559692 1091.179443 1191.256104 990.750244 1011.141357 1188.738037 1292.158203 980.977844 992.500000 1048.741333 674.543213 858.902466 994.558289 1189.018677 894.910950 955.208069 1114.475586 1229.061035 1211.186035 897.217102 1150.125977 1107.948853 839.320679 1245.366089 991.008179 961.221985 822.364441 1049.913452 987.018921 999.979431 849.888611 1069.941895 1014.366699 933.774902 1013.480042 1226.080444 1144.007935 1186.455566 938.866211 994.399353 909.646118 899.066101 913.099487 811.770386 1070.084229 1079.474365 853.935303 1110.880371 1005.102600 1058.066162 886.671875 1045.204834 1012.840332 793.879456 1048.705933 918.188171 887.423035 938.337585 1067.040894 1079.697632 1068.416870 993.838013 1043.012939 1012.360229 1356.447266 568.573975 979.412598 1095.312378 1097.661255 1139.629761 789.034668 1169.442993 1148.991333 835.589172 926.873474 1430.336426 827.415649 891.253174 1061.940796 1011.588562 926.238647 1111.593384 735.738342 1075.218262 941.764221 977.130981 973.577393 1276.810059 1062.548340 963.192139 774.551392 952.445007 919.711121 1233.206909 920.788025 996.853333 993.932434 958.282410 931.834106 1059.692627 950.304932 1195.996338 1070.113159 718.168396 1092.292480 1131.262695 1051.827881 665.199219 1172.700562 1252.344360 1152.313477 1074.854736 865.438721 1273.199463 1158.690796 908.421875 896.206482 926.482117 1305.524170 997.411987 882.615051 1177.333496 1014.957520 851.034363 894.579712 1235.581299 889.299561 894.956116 976.868225 841.413086 1081.123535 924.417480 1296.260132 985.747559 940.122009 1049.621582 949.840698 999.295654 838.968872 1082.156494 1171.819702 749.434631 983.100952 1102.240356 992.595215 985.955139 988.513611 982.994385 1227.073853 1101.492188 1124.716553 1060.338867 983.841797 944.027832 1016.617859 774.177979 781.466248 1042.986572 704.550598 1328.073608 828.062805 1011.237000 1025.188843 1274.523071 1044.584839 1012.899719 812.051331 1048.106934 1089.147461 1164.546021 917.749878 942.440674 985.891724 1253.666870 1043.470947 856.114380 1039.670044 1041.043823 1094.789917 940.872803 848.534607 950.942383 911.446594 734.730164 1211.953003 837.646301 971.507996 1610.500366 1207.517090 1329.742432 970.415405 1220.625732 934.731323 969.856628 1051.755249 800.894714 922.617310 720.111450 953.054871 1313.230103 905.776550 1104.595703 1083.084961 874.946472 1137.724976 907.320068 721.375427 1036.407959 1195.508667 663.993652 955.418152 1016.298889 817.945862 1028.694824 1036.044556 875.800415 921.776306 866.454651 820.498596 1228.189453 982.047119 907.255615 906.370605 1009.815491 1072.398438 1195.502441 1137.088257 780.950989 1130.588745 983.694885 945.472839 889.187805 1141.284424 843.100952 1174.260254 922.642883 655.099487 930.052551 931.931824 1062.649048 982.548767 869.688354 1051.311523 1065.434448 716.477112 939.871643 946.283875 879.915283 1170.798218 1033.127075 1014.556885 1100.162109 1209.536499 923.667969 925.456543 1150.116333 956.709106 1306.795288 1039.145874 1161.215332 928.694336 1242.042114 967.923950 1137.703613 923.383240 830.839539 1009.211060 826.301453 989.644409 893.216187 1139.954346 977.317444 1127.854492 1180.128784 990.133423 898.411133 774.055542 766.410400 1130.756592 1036.355347 1301.122925 1051.621826 950.390198 898.722900 1098.614624 832.161011 894.185913 1142.209106 1044.816162 930.570435 873.754944 1239.755005 849.229858 982.195374 833.925049 842.902344 1077.445312 870.361267 1057.622070 1058.174438 975.129822 1235.064819 936.685852 1285.928589 1046.490845 1038.292847 928.685913 860.351624 1081.493652 1068.034546 1198.359375 923.885132 1006.247498 693.341553 1182.083618 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1109.700439 993.749146 1059.368652 845.604065 999.103210 1019.536926 1002.915833 752.864502 1054.622803 1121.968018 771.059570 980.382812 1086.761841 1088.896729 969.819458 1015.190979 1268.312134 1163.407959 1185.364868 979.013611 1018.226013 977.084839 985.955322 1259.854370 1197.688965 1209.417358 964.007812 812.362732 864.266907 961.602234 862.612122 1168.970459 886.453674 1011.592896 1319.103149 899.381470 1212.180054 1045.701416 906.976990 1187.005859 962.165771 900.709412 1137.961060 906.862549 873.321472 1171.573730 1056.542480 1243.481323 1262.436768 983.147705 994.663391 791.683044 987.109802 740.948547 1033.532227 744.830261 983.393066 1013.464111 1083.032837 840.080750 1045.973755 804.565247 1108.124878 1089.142822 762.298828 1282.868530 958.256653 1082.141479 1145.862183 1037.511353 838.893188 1061.958374 893.466858 791.921204 1225.194458 941.506226 936.015320 1112.473755 1020.536865 1085.529297 845.025940 940.377502 985.539062 1062.793335 1279.711304 885.863159 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966.953064 1195.552368 1347.218262 819.620300 1042.963135 874.465210 831.394348 1112.357178 1153.313599 979.862671 949.565369 900.579224 997.251770 948.038635 906.662109 768.848877 988.213074 1022.115723 908.310242 902.049805 922.435730 1190.775146 722.155884 1045.181641 867.439453 1230.725708 1114.431519 1081.246094 1255.036743 928.245667 817.622742 1114.987549 1153.454712 1200.819946 901.981506 968.386719 1067.952271 1276.722290 935.423462 910.287964 1169.446289 1045.665283 951.552856 969.355530 822.996399 1028.206787 942.680359 935.346191 1068.142944 1195.328003 863.370300 923.734741 987.137390 1432.422363 1040.582153 1304.848511 983.881226 962.752747 783.351929 1128.604492 936.871887 1115.695679 953.146301 1220.616333 1067.155884 895.799927 1113.232788 964.545959 991.485657 1128.381592 1047.662354 1036.659912 781.847778 1041.490723 926.518982 1114.834717 703.343994 1087.157593 919.291748 862.897400 1089.742310 1069.452515 962.728943 1022.900818 918.531738 958.537720 829.221252 1163.758667 1010.347595 675.553894 984.398865 1003.217102 640.032104 
470_param_0 125.123566 104.469070 241.645782 110.457642 129.056412 118.509605 170.558441 96.185875 152.755920 291.480133 173.503052 125.342751 60.649532 185.033905 124.368874 178.348480 223.909454 222.692307 241.276794 113.373970 115.925026 125.847519 174.996597 135.077316 225.550034 162.164505 109.129921 78.117500 196.194626 59.761814 74.694572 122.214134 122.080521 115.951324 165.221878 85.096298 146.005188 302.182343 135.437027 135.099945 166.161209 251.063477 80.575142 76.524506 121.393303 146.289658 122.057289 65.528496 110.435013 111.528671 121.685020 60.965374 202.892853 193.443100 83.207642 188.047760 126.247833 96.950867 107.229668 213.843628 266.013641 184.151123 92.928009 139.165741 123.523865 326.507690 137.032059 180.400299 94.476875 217.642334 220.894867 154.826523 183.920609 73.980492 87.727882 104.263351 120.489174 217.063400 109.920593 107.860321 145.961182 194.517654 150.669846 207.649185 80.537781 85.883980 147.307663 153.183472 294.529480 244.476883 86.201523 134.611374 205.823990 171.772278 256.062134 147.948944 184.859604 91.493408 204.177979 150.282288 156.274384 168.928482 241.510559 227.963257 95.027161 188.762375 90.179611 190.431442 126.769951 118.611465 276.104523 139.653076 111.941269 205.455185 64.567345 79.547173 80.221573 65.051521 203.402069 258.063843 127.504166 296.317719 141.339737 201.287064 170.766968 197.847107 92.095863 101.060883 231.482483 181.003754 136.845734 99.105263 208.800674 132.792679 168.855042 202.100662 64.922646 161.279800 236.628113 88.190712 194.489883 110.979996 231.186157 126.224663 125.187492 171.562775 144.398331 124.486458 271.704956 74.737801 157.930954 185.516129 134.987640 218.976166 150.743118 187.097122 67.535736 102.690269 229.670410 80.910118 131.289276 126.073349 112.565331 178.349426 153.842316 161.354584 249.324722 166.887924 63.821873 259.014435 106.162064 140.575424 237.123734 142.134476 120.740349 154.306732 64.539139 113.162308 226.644348 166.366348 213.630203 173.577728 269.630615 123.077118 161.084030 193.694931 62.529587 85.587242 315.614075 86.149185 279.409180 249.326157 106.340126 107.439751 135.270157 151.286575 93.659660 238.641861 115.365540 305.919312 98.798309 103.791016 80.784309 184.173401 98.901833 168.537933 263.911804 260.560791 160.234802 261.902435 117.122452 123.507370 182.571442 265.786774 129.855209 186.204529 82.268906 126.364983 159.926453 101.666756 91.854836 197.872543 182.428833 146.218658 118.620110 144.314484 158.167007 206.910919 187.199173 138.481567 116.507935 167.843536 44.563564 79.173721 331.867523 92.537468 118.611183 115.812492 121.193108 72.966316 190.784027 186.594193 210.844376 115.261032 125.738609 97.255142 174.043930 230.414551 177.233383 135.939423 249.129150 110.404800 154.161194 72.966988 69.702560 118.614937 107.822876 79.785347 190.963501 197.157150 96.911697 88.040901 200.201950 164.315201 234.937866 91.940544 149.126251 190.861023 78.949066 252.608765 224.033966 250.889999 146.699966 163.868179 217.997681 175.889877 100.190567 157.605850 144.957977 71.998199 127.223839 69.288460 90.783318 83.221100 64.624924 69.558975 155.436783 92.904877 143.913376 157.990036 76.938072 169.034241 131.159225 282.406647 129.128922 197.932678 212.383881 138.668472 204.242569 65.560440 118.135468 196.278610 129.734253 185.960312 169.020325 100.015305 182.411163 196.060089 141.076035 130.485397 128.256210 104.342796 131.422607 235.737457 289.537231 91.232796 139.708420 119.381767 214.620682 204.787384 195.513611 175.659668 75.686226 139.045074 227.899231 158.710663 162.949402 90.286324 108.024956 67.349518 93.140114 140.538254 142.691971 175.244461 303.520355 167.693863 142.836395 129.136398 221.753326 247.926102 98.752190 166.586105 179.206848 257.450104 81.693314 299.062866 129.993423 132.767136 184.237808 141.964996 140.596283 141.767776 224.451950 141.338043 120.274277 201.839462 80.597572 95.936050 175.576157 133.462341 211.447830 131.137726 143.203781 132.701157 64.720413 100.278931 94.529045 196.892105 70.034088 165.816727 188.608856 84.352158 70.235840 118.135719 208.543137 187.531937 135.855286 217.898438 146.895248 154.000519 145.070053 230.087646 164.396317 112.311073 123.286034 188.974213 125.262047 130.254105 267.784607 156.714157 108.976639 160.549728 118.841606 79.874634 171.120682 181.826920 123.916985 147.309021 174.561661 96.588974 139.317780 132.544769 153.938568 83.721146 132.306320 108.780777 87.748886 239.517059 78.888847 151.843369 133.604721 110.270241 222.164154 217.630814 207.224411 138.919189 84.733734 178.164001 104.126198 200.196228 187.413315 91.707993 99.827774 90.543488 145.426880 242.030930 88.392036 115.480072 96.972229 150.173828 87.415230 273.213470 121.092880 68.918556 121.066330 157.498993 113.020874 229.988205 150.662750 89.101295 101.846298 289.066742 177.153549 132.199036 226.972672 220.545074 103.284225 163.885361 142.369492 203.671249 184.737274 147.352188 215.861099 198.810577 226.794235 291.089203 194.608521 92.113052 365.599091 177.050812 313.604095 130.772797 161.598862 256.767365 98.404327 68.311699 164.905655 233.736343 145.003876 130.919434 177.130753 97.162384 130.180130 105.896637 87.341644 183.572418 160.361191 111.570076 78.078659 88.870163 315.457397 77.713333 219.407028 83.277481 164.779739 91.821655 221.004715 191.282349 126.906311 222.859695 219.928726 127.025040 149.305756 67.064903 79.447632 114.629829 108.167244 215.195435 165.038300 168.808945 197.851715 86.157478 179.348938 68.224724 100.489983 245.546555 243.787979 196.336166 98.154343 202.653717 114.763939 180.673264 124.979836 287.872040 136.547165 156.227646 100.312424 161.876419 117.214279 109.516838 124.585373 179.041779 139.776138 130.040146 121.231819 230.529190 136.601501 114.573982 86.622597 220.091080 71.128807 199.308609 109.381966 174.726974 223.367508 73.620804 244.612411 146.473648 97.533401 105.756943 138.648499 195.536484 177.505646 278.453857 110.790184 224.265961 68.770935 164.094742 191.172440 113.185944 314.749969 194.796936 103.650551 69.721367 110.861885 108.117790 117.453918 93.238853 87.252701 240.176590 127.713608 165.019775 125.254936 132.126144 73.627037 160.733231 137.690430 90.863625 169.806763 89.305710 301.829865 159.292847 117.367805 73.282005 357.165161 174.772293 108.316872 193.598434 107.343987 128.732742 218.073044 122.261696 215.470642 153.332214 95.681175 155.179306 151.306793 103.874359 245.320221 169.147079 138.954605 121.600578 121.914772 129.750977 137.623611 164.336136 100.017799 143.652359 20.637897 135.069458 212.009811 129.581863 91.803185 275.750732 94.521721 282.346741 134.707458 124.470169 152.506973 198.458908 130.078110 203.430283 164.493484 273.103729 107.833977 230.606339 224.556931 323.708405 92.671722 216.151718 263.600372 164.218658 107.149857 111.546822 179.804810 260.761627 267.243713 172.962662 169.600769 126.401306 123.141251 83.093864 273.655975 188.080734 92.913757 287.178864 136.598480 130.278381 71.909058 195.838501 282.598785 372.183716 105.752785 169.219421 137.225479 105.615425 126.450821 130.852585 265.145203 191.566589 265.112885 99.181602 189.596634 151.362137 145.712738 298.201080 239.053268 229.179382 210.122482 264.326569 159.287582 89.748131 298.223846 137.985443 104.245041 217.686905 122.573586 142.025864 149.376282 96.703491 134.715912 240.073700 108.327446 169.185638 160.011826 139.712585 75.612312 169.333847 303.374420 148.739777 89.155228 179.918549 109.671227 278.463593 211.492844 299.879059 137.190475 153.770538 76.228142 137.702087 323.622070 142.608414 157.554291 207.343094 251.264069 79.059196 148.695267 208.397705 103.487953 109.529182 106.625710 105.584335 185.278152 100.306847 97.855095 111.329460 102.472160 104.703819 229.175964 154.381165 191.049515 249.784927 158.533386 120.748672 120.483955 221.298294 180.992859 75.701180 126.122200 271.422577 210.635742 148.539337 197.093552 85.739555 132.246399 75.227982 335.543823 125.347969 155.340561 157.445389 90.979683 74.129341 219.638138 90.076050 163.479858 166.791443 158.596130 146.253845 143.829575 30.034502 124.837349 123.507713 55.663536 108.796814 104.646370 271.824249 120.363441 76.416832 99.271942 165.766678 96.449638 201.998596 219.192947 115.525955 118.918465 138.994217 199.949631 126.644096 154.867096 166.631516 111.593414 168.908661 195.813324 91.321480 148.715256 198.525162 109.144936 101.474724 242.732178 180.235901 87.319824 122.231834 161.498672 162.480652 117.970757 231.831345 142.201950 163.767075 75.898842 146.884247 146.915344 152.105911 71.999519 57.797272 129.491440 125.809593 235.361526 204.601105 138.961670 76.218170 114.664459 160.403183 246.411728 286.835388 283.520416 62.569294 199.010712 91.023239 173.459778 110.399597 172.306458 183.732147 81.657211 145.696854 145.338715 82.699287 160.433716 107.797279 85.780022 137.171921 108.480759 162.857651 345.158966 97.930885 74.438370 174.596237 263.384125 287.537170 119.835464 132.027161 96.001762 92.101273 157.299149 133.817856 212.638123 153.536270 109.303062 111.991859 133.600998 195.425140 193.098297 121.781769 89.882233 151.561035 149.426193 261.582855 90.429588 105.160576 149.665787 246.418259 169.650681 103.052231 245.336548 105.930092 148.217865 90.121071 183.131836 117.938843 101.528458 158.694107 71.986382 85.174744 172.985962 136.584381 162.600449 91.001785 110.685760 169.793732 107.751259 84.531166 113.717003 83.087280 59.644825 122.703949 179.894836 302.654999 84.172821 149.243881 147.866013 64.298393 111.063332 205.548019 138.055466 129.222061 193.809097 92.754601 115.859184 180.309265 242.063675 149.661270 200.583557 164.372818 176.983688 172.279999 165.547546 242.365311 79.113113 110.806145 285.754333 51.078575 146.753891 178.793671 122.642632 51.540058 92.238510 182.760376 178.814911 102.782417 180.865540 155.417542 147.252533 110.953674 138.225189 336.790710 51.453876 164.518356 265.489014 122.425095 128.699234 148.591019 122.073090 114.976936 150.331085 81.261459 78.524399 195.185211 197.972397 78.902245 281.210205 256.312042 84.577797 150.498444 79.080315 128.539291 64.434288 161.887863 87.467560 169.236160 85.928505 260.192719 104.469841 196.217773 110.865677 220.807327 135.790680 187.583130 242.778503 190.297867 197.024963 167.023361 249.920929 87.379990 170.407364 127.885094 66.408615 91.932602 95.509781 62.397018 181.725952 161.770691 117.553116 137.639084 244.832947 108.104927 71.825172 272.088409 94.287781 130.189194 60.727993 92.449852 
473_param_0 570.281677 589.191833 491.411774 462.292603 595.887146 699.761902 635.254456 679.653748 539.196045 752.575256 499.404419 442.261139 612.209961 567.631714 633.588440 491.752136 770.334351 627.500244 612.742859 651.876465 656.066650 634.208557 653.542786 422.198090 596.848511 609.355957 662.214355 541.901794 582.768372 580.515381 561.123840 657.647949 616.008789 457.577209 591.716919 565.404236 653.208313 688.713379 712.350342 423.808258 542.405334 618.749939 792.987122 483.856720 667.461914 675.346863 682.269714 676.923157 700.174866 719.863159 503.156433 722.750488 611.085083 466.438446 662.973145 619.344727 644.143616 648.053772 645.582214 843.779114 602.620056 894.928894 626.769104 653.351074 655.330078 563.522400 603.586121 667.872009 542.795288 599.003845 695.994385 489.817566 685.686707 467.673950 617.991028 450.773285 542.103943 627.874756 841.480835 572.819641 610.748840 585.010071 420.938416 620.622559 557.610840 482.660553 629.790833 561.887817 590.434937 772.376953 658.688721 598.707397 647.605713 513.085510 532.795593 654.165466 611.745422 638.580383 556.118164 662.401184 581.132996 592.647827 631.346497 751.235657 541.530090 616.704285 483.026154 567.445740 513.442993 545.905090 614.564148 649.509766 545.396545 669.265381 505.215546 672.728821 654.744751 594.277893 654.208496 578.217529 682.750977 722.377197 605.635193 608.681702 595.107178 538.815308 588.815552 713.736328 575.759094 564.294739 613.202881 610.491699 542.324341 616.699890 481.229126 541.614990 409.161072 532.911804 698.662659 602.973633 512.077148 635.332520 530.619507 652.611938 623.278137 797.918274 413.055725 628.151855 538.070923 631.388306 546.132751 613.384888 734.684998 407.176117 595.275208 566.312134 653.114441 557.404602 546.759155 736.968201 
476_param_0 1493.653809 991.651672 1321.841309 1350.517944 1220.262329 1220.930176 1537.508667 1452.846680 1676.942749 1365.568481 1141.304932 1545.836548 1333.057983 1491.440308 1160.446411 1579.646362 1263.106323 1464.673218 1376.196045 1447.716553 1181.778687 1086.331421 1391.658447 1423.524170 1522.125732 1363.327515 1196.010864 1175.716064 1632.458740 1614.329102 1488.504272 1457.058105 1353.083374 1393.234863 1481.361450 1244.338745 1299.698975 1303.861694 1253.468140 1167.975342 1372.450195 1522.573730 1353.415161 1479.406128 1472.423218 1363.820435 1595.782837 852.162476 1390.076416 1154.012573 1390.296143 1214.103394 1424.619263 1385.907593 1268.268311 1534.758301 1648.655884 1269.381714 1412.670288 948.028503 1269.371582 1262.415649 1241.062866 1290.686035 1020.159302 1083.838135 1459.415039 1305.790161 1296.841309 1440.795776 1777.256592 1488.033691 1435.686890 1340.266724 1291.448364 1525.031738 1488.144165 1449.959229 1654.674927 1634.780029 1120.895752 1534.273193 1488.583496 1093.801880 1199.401245 1248.172729 1045.035645 1687.315552 1827.844727 1535.665161 1458.115479 1451.830444 1797.261475 1251.670776 1393.409058 1651.234253 1542.397461 1490.694824 1099.924805 1463.288574 1820.192505 1279.071655 1201.869263 1418.490112 1218.250000 1436.796875 1819.330933 1511.639526 1363.641479 1242.697266 1202.240479 1166.405273 1594.885498 1602.442627 1377.768677 1581.544312 1091.706421 1371.205200 1489.990845 1416.034058 1145.558228 1602.036011 1318.257202 1435.008667 1563.959961 1070.611084 904.507080 1366.112427 1183.263550 1353.798218 1680.275635 1303.201172 1242.948120 1500.848389 1668.724976 1199.347656 1522.342285 1578.722046 1723.339844 1214.281616 1399.043213 1353.954956 1216.789917 1646.194580 1686.681885 1199.786011 1169.523926 1666.468506 1597.260376 1547.356201 1277.620483 1297.995728 1396.172119 1660.645752 1020.470581 1427.563110 1095.963867 1603.991943 1519.811890 1441.934570 1332.231689 1641.881348 1393.344360 1156.112305 1365.298096 1306.260376 1238.410767 1208.420654 1519.550171 1151.112671 1147.106812 1227.104126 1217.394409 1437.841187 1600.620361 1191.173828 1050.076416 1007.733521 1520.756836 1172.586060 1347.270752 1186.077515 1476.962891 1324.883423 1477.616211 1140.682129 1243.715576 1476.709351 1202.718384 1314.952148 1651.188599 1450.017700 1738.324463 908.538086 1292.886719 1185.359985 1378.725586 1584.984375 1431.826172 1394.119629 1169.098999 1482.828003 1321.637207 1165.491699 1168.766113 1158.904663 1051.431885 1432.130127 1437.858032 1248.188354 1802.649414 1136.370239 1432.922241 1672.961548 1242.760864 1439.734253 1277.932495 1154.606201 1302.292969 1217.747437 1126.381104 1692.705688 1519.083984 1629.254517 1394.352539 1064.166992 1372.732300 1262.245483 1530.139160 1432.892212 1721.352417 1532.730347 1442.909668 1317.432495 1046.311646 2129.572510 998.574097 1384.448853 1460.135498 1162.153320 1540.548828 1310.140381 1475.994385 1555.798462 1404.793213 1273.697144 1607.409668 1398.989624 1461.249390 1525.174194 1416.717163 1312.551392 1094.744141 1461.759644 1070.922119 1444.986572 1303.380493 1644.664917 996.125366 1391.302734 1270.605103 1418.777588 1273.366333 1451.987183 1265.556030 1209.540527 1657.761108 1438.063843 1251.646851 1273.199585 1558.428589 1373.147095 1285.315674 1275.140015 1538.093140 1627.724487 1553.465576 1191.759888 1726.149658 1381.312622 1513.514404 1718.657593 1478.437744 1567.130005 1333.100708 1544.322144 1440.256226 1404.528809 1289.256470 1540.163940 1398.179688 1441.052368 1539.119995 1509.070190 1257.439209 1459.764282 1369.955078 1416.160645 1344.143066 1641.306396 1240.343750 1438.247314 1839.623535 1188.813965 1206.187134 1503.321289 1279.787964 1515.141724 1631.000000 1128.945190 1599.214355 1665.314697 1323.789551 1687.502686 1543.312622 1238.462891 1574.865112 1148.288696 1322.226807 1572.118652 1577.262085 1346.458496 1428.309570 1756.589844 1453.221924 1548.401489 1599.044556 1540.115723 1236.425903 1381.982544 1551.675415 1182.520996 1422.943848 1357.406494 1395.610107 1297.484741 1247.141602 1408.841064 1042.403564 1485.864258 1407.594971 1286.521729 1580.520142 1184.773926 1054.398438 1570.334961 1287.181641 1287.784790 1225.253296 1281.569458 1405.509766 1096.869141 1719.527954 1447.774048 1367.805664 1058.952637 929.236755 1382.352173 1536.322510 1588.897827 1242.748291 1598.694946 1058.147949 1157.703369 1402.702148 1293.821655 1224.611450 1052.519043 1414.722778 1351.503296 1581.580078 1705.060791 1456.512573 1032.517456 1675.212036 1303.186523 1427.734619 1579.561523 1341.890991 1363.982056 1266.649048 1713.658203 1312.675049 1207.197144 1755.416260 1685.845825 1062.582153 1166.674438 1335.829346 1010.665833 1492.914673 1147.466919 1151.150269 1597.388062 1452.364380 1318.489990 1437.430786 1739.736572 1369.298950 1283.871948 1317.178589 1120.603760 1562.343750 1486.806152 1026.631836 1580.458496 1354.461426 1530.252563 1337.706055 1297.859863 1086.483643 1310.479614 1574.237061 1409.475586 1502.150879 1414.329590 1259.574219 1537.973145 1283.229492 1477.040161 1280.793823 1321.610840 1145.333618 1106.484131 1297.184204 1283.335449 1481.520874 1581.383789 1442.317017 1508.271118 1103.462769 1346.546631 1217.026978 1299.796143 1287.334351 1400.694702 1497.178833 1459.285889 1268.732910 1421.533325 1503.571899 1588.016479 1329.142212 1259.620972 1382.839478 1374.419189 1213.278687 1546.397339 1498.862305 1063.177124 1237.397705 1464.619019 1642.436157 771.666565 1473.319336 1470.381104 1520.792969 1175.753784 1766.951416 1484.341309 1498.133057 1853.969727 1471.588379 1483.503418 1615.618530 1425.593506 1234.978027 1072.918213 1387.125122 1442.077148 1688.462158 944.424683 1218.174683 1497.963867 1330.919800 1478.838379 1366.824951 1298.728027 1661.742432 1479.563354 1315.336426 1341.428345 1453.273071 1512.374878 989.998840 1717.372437 1353.582275 1220.793823 1354.799316 1804.179443 1148.762451 1425.134521 1726.470459 1523.805786 1704.912598 1782.965576 1045.994019 1308.068848 1408.043457 1340.367676 1563.511719 1251.901489 1864.473999 1432.391357 1284.260132 1335.517578 1529.146240 1194.418213 1313.125610 1109.090210 979.956970 1308.435669 1364.273315 1125.706299 1197.013428 1427.292603 1248.931030 1644.163086 1928.264282 1502.544434 1536.653076 1698.172241 1390.895264 930.057190 1891.522461 1462.576416 1456.360352 1002.690430 1195.122803 1290.968384 1434.518433 1318.753662 1236.581177 1435.976440 1205.907227 1352.019653 1567.625854 1653.935181 1315.325928 1440.919800 1609.838745 1192.470459 1550.277222 1558.540405 1404.917236 1115.850708 1308.864258 1490.251953 1300.244385 1371.411865 1390.450562 1644.686890 1313.268677 1077.771851 1286.412109 1087.785400 1192.279419 1558.938843 1332.747803 1186.588989 1519.405396 1196.788696 1320.730835 1188.244995 1386.532959 1745.397461 1237.025635 1131.435303 1065.897949 1795.318726 1426.051392 1378.893311 1333.800781 1443.734131 1792.894775 1008.846924 1127.982422 1434.764282 1194.582275 1145.605347 996.491089 1539.493896 1280.852539 1379.060059 1424.052612 1789.654053 1229.522827 1447.950195 1512.166504 1301.523438 1301.854736 1401.844849 1645.176880 1613.083008 1383.463623 1472.354126 1303.446289 1159.878296 1586.480103 1436.524658 1352.634888 1409.435425 1327.758179 1390.048218 1462.657959 1483.924927 1321.239014 1260.864502 1550.632080 1577.747803 1354.064819 1263.572021 1282.783447 1309.875366 1087.533447 1721.758423 1243.230713 1477.835449 1202.466675 1377.034546 1848.943970 1240.955811 1448.829834 1645.220825 1311.908813 1064.528687 1766.208252 1505.192993 1435.379028 1354.644653 1373.885132 1329.381470 1101.161255 1583.796509 1245.509399 1419.896729 1093.470703 1136.118896 1097.768311 1603.305542 1559.473999 1393.585449 1244.676392 1340.753174 1265.861328 1773.954834 1386.159180 1296.250732 1954.797607 1308.223267 994.919495 1239.881226 1150.071533 1259.071533 1127.186157 1372.937012 1133.218872 1219.538696 1491.626343 1358.411865 1061.791260 1740.283447 1423.927368 1365.988403 1624.215942 1562.608521 1652.367676 1579.927124 1368.372314 1503.881348 1541.641846 1457.706665 1348.249023 1404.913208 1541.535889 1448.573486 1409.321167 1530.450073 1517.399170 1504.554932 1118.306641 1562.373657 1769.732300 1164.712402 1354.836914 1452.417725 1433.965454 1424.142456 1439.142090 1221.595215 1504.157349 1151.329346 1259.746826 1171.526489 1646.710327 1431.584595 1576.329590 1042.742920 1492.077148 1566.481812 1428.072144 1229.593994 1285.084595 1616.902222 1611.453735 1328.667603 1229.770020 1271.876221 1557.166138 1440.581665 1165.700562 1065.764282 1329.348877 1503.806274 1143.165894 1768.387695 1455.911987 1399.141602 1380.499634 1256.163086 1250.165405 1630.310181 1300.800415 1442.675537 1406.118164 1254.070801 1612.171387 1406.159180 1312.214233 1361.750366 1617.018311 1418.507690 1263.968750 1328.567993 1314.065186 1487.758667 1534.981445 1221.153198 1298.493164 1615.780273 1541.539429 1561.477539 1398.337524 1535.552979 1483.155273 1469.139893 1596.587646 1593.782837 1970.239502 1851.694336 1413.536743 1415.432495 1539.356812 1394.490967 1260.135376 1284.162598 1368.654541 1607.047241 1080.667114 1491.677246 1327.839355 1527.890747 1493.869019 1260.571289 1392.721558 1148.920044 1283.936523 1286.790161 1168.772949 1518.098511 1475.883179 1407.161865 1506.268555 1417.546509 1574.837402 1240.396362 1145.122681 1406.895630 1449.612183 1510.074707 1342.642822 1162.139404 1232.344360 1558.517212 1341.283325 1569.505859 1101.846069 1525.558594 1379.658569 1345.108154 1331.657471 1208.588257 1218.794434 1767.543945 1214.999146 1532.498535 1419.073242 1636.406494 1430.945068 1258.175293 1071.041748 1359.878784 1388.047852 1263.987061 1109.413696 1416.342407 1579.229614 1325.797485 1509.232422 1469.467529 1280.247681 1408.096558 1635.755493 1652.820312 1336.250854 1269.568604 1324.721558 1525.378906 1294.311768 1716.754761 1389.643799 1460.321777 1300.448486 1619.061035 1363.973022 1171.390869 1442.218994 1038.963135 1411.230225 1019.949890 1470.110962 1254.155151 1547.475220 1341.243530 1670.208618 1574.962036 1192.836304 1501.014160 1249.245239 1122.500122 1143.865601 1345.999023 1278.784058 1366.542969 1319.830933 1453.958130 1453.080078 1203.750854 1325.535767 1545.821899 1277.204712 1628.404053 1500.470459 1401.327515 1534.456421 1317.861450 1410.031616 1467.251587 1485.870483 951.094360 1389.026001 1331.495605 1362.587158 1366.453735 1637.274292 1386.124268 1278.065918 1270.776001 1275.227783 1300.452148 1099.588379 1331.919067 1517.520020 1278.366333 1984.857422 1557.947632 1284.009277 1221.827759 1433.512695 1696.667725 1701.255493 1500.771362 1345.221558 1477.083862 1326.718750 1272.332031 1479.579224 1540.816650 1343.171021 1329.511963 1593.205688 1578.597046 1262.460083 1402.930908 1425.873047 1208.662231 1655.905640 975.414062 1426.034058 1019.450623 1366.321411 1610.218384 1464.559326 1508.475098 1219.568237 1387.317505 1304.943481 1438.260376 1590.874146 1361.461304 1171.963867 1569.602539 1507.010010 1439.514893 1434.232666 1604.345825 1595.961548 1244.357666 1231.552490 1619.220581 1209.330811 1606.366821 1382.383667 1251.142334 1340.836182 1545.818726 1448.432739 1319.416016 1281.931396 1776.671143 1134.492554 1300.162964 1233.641113 1459.806030 1496.065918 1404.700439 1475.182251 1442.307983 1121.718506 1365.055054 1296.482788 1640.019287 2096.968018 1382.892212 1360.125488 1360.559204 1681.638184 1379.651611 1252.487671 977.597595 1218.625854 1555.765991 1655.463013 1447.151001 1093.369385 1586.556641 1409.052490 1410.533936 1700.631592 1039.806885 
479_param_0 197.930664 184.202560 236.903275 200.827057 141.601120 245.572540 106.685822 141.035202 125.506447 224.434265 181.138336 107.056190 71.291779 240.537903 148.160172 144.255783 129.652359 260.382477 235.716934 186.412552 120.420395 88.651527 196.377853 74.705833 144.664536 119.038788 146.292770 267.525085 106.410606 214.817307 176.088638 110.953720 161.432617 158.289658 131.997162 106.876511 205.018616 178.706207 97.735168 271.267487 132.394836 99.056923 203.506943 244.388550 139.351532 255.613861 71.901024 106.905655 124.266861 205.224228 303.428802 125.849686 166.861984 265.063873 218.462021 274.132996 147.281067 107.647209 216.695145 111.744339 143.681992 88.748344 187.919281 98.811928 279.358643 222.109314 266.819427 176.011673 88.779518 115.574821 87.708641 141.739700 194.464462 179.549438 197.754547 268.502991 109.120331 120.068848 174.618561 99.560402 229.041718 154.243759 70.639595 262.847656 109.364403 127.428749 178.379639 132.086990 203.304733 111.128937 316.969147 126.858498 78.465981 228.802734 140.148026 75.985039 129.687851 164.371628 91.396255 267.834534 128.235703 266.683411 82.859390 133.678421 75.319740 135.288300 197.601227 220.901382 134.051880 122.330696 119.077774 90.604584 102.091202 166.819138 202.927979 71.896271 172.604202 185.268661 289.269958 69.735626 112.436127 268.288849 216.791962 162.512619 92.612068 149.435272 212.242233 124.588623 97.133102 94.948196 149.167053 137.080734 192.517731 287.596161 205.653564 176.143509 281.637268 144.122620 133.868179 118.173012 247.526077 214.743774 70.663445 77.132011 68.076942 108.034065 209.462875 251.242020 182.427628 162.068924 130.398590 249.419754 90.619080 79.484665 183.652588 263.552856 168.374069 156.278564 202.695221 148.901138 196.058670 189.961349 245.620605 99.265541 193.114792 143.851517 135.720535 158.932617 178.393753 182.068756 117.523033 108.198425 225.850174 93.693550 274.097290 82.108688 208.395111 130.203354 191.800903 126.416290 139.437363 96.632721 119.320572 167.058640 89.645020 197.762604 222.865189 180.721481 146.097031 107.958496 121.319496 84.822716 176.569489 256.428009 74.093575 100.103127 214.672806 305.858917 312.514252 181.748657 96.427826 120.579941 178.448486 213.712051 278.990936 133.232849 80.027748 169.123199 100.084282 75.701790 67.826874 94.880211 151.865891 77.507637 185.243805 102.465416 107.918381 99.421501 76.007835 223.287079 131.011688 151.260925 228.674301 222.385117 174.404968 313.852203 171.455856 323.652771 178.323914 119.589432 201.855774 82.432617 227.699448 165.507645 203.396088 84.786621 129.773865 124.400398 78.703880 190.111771 148.866745 234.768646 96.249413 309.930664 109.400261 139.062012 131.764557 152.638931 149.944489 230.946274 171.968521 165.074753 372.387360 211.084732 97.122795 200.414124 62.069710 198.725540 99.659485 215.508911 93.927948 101.003380 93.201088 99.417931 139.237030 257.726105 123.563126 243.430740 138.729141 138.240967 266.147034 71.444275 244.614792 128.003204 154.526321 73.898888 123.432587 213.729568 177.163757 236.028732 189.629211 61.945492 76.248253 205.285385 148.898178 259.046906 182.641235 110.632706 141.256485 113.686790 182.714874 120.240295 121.191483 146.216583 208.320145 234.207245 156.853928 104.513168 171.866241 143.704483 139.548813 148.595337 104.323235 122.369652 139.999603 100.253387 126.940956 114.068008 211.131271 102.613113 94.843559 238.604523 103.226692 194.616074 94.651024 116.117523 78.742607 225.709854 189.659760 270.210083 69.674477 84.714012 293.681488 174.092819 144.591476 88.732674 99.669739 67.886436 115.002655 92.887688 236.084885 130.864014 155.080734 179.169159 198.887207 137.060776 84.310074 116.851112 117.266495 245.844543 161.955643 181.016876 251.737762 314.914001 142.611664 223.879807 217.320648 72.304161 285.919128 188.313354 45.476227 73.341629 87.977692 178.039291 154.376907 233.408508 91.390945 175.817642 177.907852 104.573303 255.798264 49.512115 67.888222 114.118492 233.355621 192.928818 179.621094 120.172119 171.589935 113.462318 75.033936 111.366096 161.799469 75.844254 153.425018 77.250717 131.228546 151.117111 158.830826 112.132378 229.513046 158.279434 148.054489 177.311325 149.927704 182.966232 270.374237 170.391220 131.629639 219.780594 92.497467 102.852554 124.243454 198.210434 128.368195 120.322365 120.311584 124.193848 170.164902 134.149506 213.181854 124.655220 113.148430 91.990242 168.239105 257.075592 118.607277 85.863373 165.879669 100.293823 224.062149 128.322632 203.271805 172.911926 96.601715 74.754105 131.312668 155.539124 105.562096 66.670387 121.837601 110.008682 142.928848 57.496525 74.515266 238.482773 133.472198 169.528610 71.858078 224.290649 149.114670 124.288536 150.839905 154.879059 69.839890 105.546982 132.023422 120.634392 63.087906 253.144241 67.819214 90.339485 75.076866 102.373947 168.866669 139.962616 312.788055 152.251663 139.942642 218.028473 80.390869 366.039307 165.228836 147.785034 165.943649 50.721069 264.210480 174.724045 179.451965 143.756882 122.520386 195.323029 152.138184 144.050888 194.754776 135.864380 179.683853 82.007683 100.405014 297.489410 160.666718 160.845062 130.613708 111.101471 274.806976 267.135040 212.794250 145.960403 203.896408 152.905151 238.771942 115.894142 115.053711 221.079254 104.199585 192.295563 164.950409 273.958099 121.897102 128.931030 279.586334 145.451111 192.917984 88.922249 80.897079 175.415070 138.995605 188.402802 129.481995 139.676682 52.764626 235.777939 164.743988 131.178085 172.928146 147.673447 103.451324 160.038696 272.310486 128.698669 119.980003 155.558960 165.970383 265.233826 176.545944 188.923737 233.724869 241.932098 77.638412 217.511948 178.718933 69.922577 144.120697 183.247803 212.183426 102.681770 134.132523 145.166779 109.585854 244.377609 156.877319 131.124329 81.187698 154.631195 271.315491 176.382751 189.157104 208.505005 61.895763 137.333160 100.909439 210.072220 144.126175 131.370316 107.276703 81.555893 107.620125 136.789597 169.321533 100.945862 132.764954 200.260483 211.842590 132.683304 253.647614 167.425751 106.769211 155.124100 80.203094 222.259003 91.730919 74.026222 132.349380 180.965393 114.264214 102.545876 79.059242 227.428177 236.081116 141.480896 257.631714 263.015106 176.773193 281.897552 38.810467 170.260635 127.691643 138.969238 62.702847 236.619034 91.070839 117.929672 215.717285 68.381126 113.779518 80.606216 206.162704 143.808121 211.566116 124.016312 275.492493 174.895004 153.779968 71.660080 117.967926 70.131805 122.317886 143.390808 69.982567 122.945267 108.849091 77.124649 119.156380 62.350006 136.350403 189.668930 156.764664 129.251343 80.884850 77.813034 111.980026 92.616959 128.438339 173.620880 111.884354 124.962448 362.408508 129.854645 116.578629 118.382683 147.249527 176.748444 54.254490 103.435181 123.120003 136.613419 199.300323 252.951965 122.542412 136.356262 269.657532 114.256401 98.795662 143.797836 167.505905 247.047760 245.558441 92.519608 89.145996 121.654938 124.863892 144.298782 235.062134 177.040131 143.197113 153.609879 311.842255 138.778183 136.364288 106.017784 187.006531 142.077988 102.599915 146.182846 136.362381 153.824310 192.997269 107.350464 110.209984 121.081024 77.200264 198.650223 157.318954 289.182190 104.252548 190.408661 169.071106 250.269760 153.351212 102.769043 95.460320 97.256287 77.932281 145.612717 96.387024 166.565491 110.740242 102.564499 55.214111 142.873688 87.291885 178.579178 112.503555 57.690727 103.598892 177.132690 79.572479 136.665649 132.121887 142.421036 46.564045 239.187683 193.888992 73.786514 93.104546 81.902924 215.947205 72.091141 197.425385 81.215607 117.497993 171.083344 121.147903 228.783463 167.052551 150.470551 101.947296 89.252533 110.743935 74.517258 82.270035 106.471649 130.015305 47.544888 139.461975 75.802834 262.961517 152.931564 181.504990 154.679642 77.552589 134.355453 102.397621 219.065292 119.972778 293.006012 177.243881 147.072815 233.628738 224.431290 214.527542 94.267548 123.505699 283.089294 136.171829 54.292011 195.494339 102.482773 144.403702 173.643875 55.062305 178.249908 202.905960 112.316643 190.584915 117.638474 148.996246 151.290726 148.321991 279.504913 138.519409 123.232170 108.880112 186.700165 146.910583 93.408211 79.266800 140.159637 84.293419 136.759521 94.215202 200.309586 95.664963 114.697594 116.385910 179.439484 246.426971 77.085564 86.194214 210.105225 221.433517 131.413712 285.709473 70.908669 203.294937 126.469986 103.361702 92.023781 97.924126 133.325714 188.151001 86.576408 61.480667 268.880890 125.068779 146.585022 112.410133 86.574585 247.681274 124.603416 85.031128 98.929306 85.973518 32.467075 78.390068 115.146492 159.514038 131.629654 293.153564 234.718063 293.240967 118.484970 285.834076 85.390083 169.274536 92.477547 256.933105 146.822876 257.634338 204.381744 132.493774 84.657936 233.214371 183.388367 144.449829 173.969727 84.407997 194.656006 152.254852 61.390743 80.456581 139.136993 130.694794 146.151443 143.485199 139.744110 84.655235 113.148956 202.174118 127.300270 161.669220 208.862732 109.143997 106.523361 93.607071 232.480484 261.130371 109.364449 253.680923 116.104317 154.614105 68.099106 125.603279 66.657402 131.946014 118.273712 267.832306 126.907684 140.731079 222.984940 250.757431 207.953323 142.630432 153.309250 71.092201 151.979721 155.393204 191.659607 133.219849 206.859116 137.211227 165.183777 139.489731 221.745270 225.328033 122.980293 132.231781 115.908226 144.051834 67.495148 101.245384 143.348465 161.535110 89.490005 110.048775 113.277458 161.453415 220.130417 308.400604 115.706970 153.732727 113.187340 49.988449 125.875175 175.585876 228.198196 153.769104 156.803329 102.855614 76.382866 142.558807 81.509949 102.610649 110.315559 66.684113 133.008163 191.989410 82.436974 252.821335 218.680099 170.642181 202.152130 190.639145 130.576477 152.069244 120.835953 53.290417 133.656021 168.883194 103.097198 97.183914 163.211746 184.990738 153.358597 79.729881 196.591553 216.743423 245.030167 312.103790 209.720154 118.965546 133.992493 192.256378 99.796242 235.419693 103.570419 149.766769 159.844299 82.325974 145.469742 232.734726 82.769478 149.271744 196.896393 88.528168 171.638535 225.327759 124.660217 111.470665 172.112213 272.003235 328.393524 245.445526 139.608994 113.165688 186.116135 215.259033 165.904587 263.783142 178.898270 130.411499 321.922089 56.321026 133.966919 126.451843 136.958298 165.479782 94.389549 110.228302 111.745651 
482_param_0 815.971924 816.160583 623.564880 804.990784 681.402161 839.138916 879.156250 730.369385 704.969238 764.793213 727.874756 649.905273 796.975403 836.949402 690.352295 755.952454 1072.088135 977.207764 699.038086 652.163025 633.501709 704.069031 611.484253 729.185791 715.382446 729.297729 555.633789 830.690674 565.369507 758.516052 798.070801 788.613953 659.752930 776.633545 1085.802979 551.082214 837.966248 1006.070496 732.612488 553.217590 763.016907 989.778564 736.051208 689.063904 914.878174 727.480957 801.140442 840.375183 1102.409912 837.576904 614.556702 663.138123 752.767456 749.668945 873.638733 777.269226 724.291016 917.096619 953.626892 731.427368 893.779968 816.721619 621.562561 669.855225 829.534241 941.271301 993.397827 971.497559 970.334106 735.088806 954.128235 571.676025 799.039978 691.220520 935.095154 909.330322 794.259949 619.491821 787.674805 527.020020 774.350098 756.576538 634.698792 763.958496 686.281860 658.284363 711.576294 655.773010 912.310974 903.566956 867.558289 782.536377 796.217651 822.400330 1108.190186 947.061584 599.194946 819.298279 1022.110291 817.828979 646.619263 938.093140 719.325317 898.030945 942.841370 750.649353 693.927734 879.171753 771.669250 832.139038 720.794739 739.249573 959.230896 1216.558105 773.000671 780.104736 815.518982 834.099426 956.984985 709.076233 962.486938 639.859619 765.319336 862.712952 735.716003 629.433350 693.834351 857.655762 833.369263 901.655029 705.529907 755.403259 1014.650269 798.306091 808.359192 702.769165 808.175659 698.306213 1119.778442 1046.118042 628.206543 1124.179565 936.700256 825.691772 738.847717 773.006226 690.921814 717.404358 1121.589966 772.157471 743.738525 718.798828 709.185120 706.336487 850.823425 912.676758 953.582520 952.511536 678.343201 1286.781738 817.893433 1236.597412 743.394226 654.536926 1045.556274 665.982605 860.076172 866.629700 488.964630 1137.110718 1130.775024 612.559998 1210.989746 704.498413 794.768066 794.844543 644.684265 762.188660 674.596313 840.414917 655.077271 661.053162 698.062683 690.532837 687.717407 840.827393 688.056519 823.254272 768.570251 568.076355 1109.373779 972.461060 801.265564 940.693848 873.290894 973.388000 800.421814 706.623413 553.669617 718.610779 685.040894 898.509521 690.319885 708.355408 839.235046 860.411743 876.256775 1079.395874 699.749695 728.424438 584.505249 1239.139648 859.488892 777.488281 743.057129 753.507141 734.255066 745.601013 763.256714 1103.658691 809.390686 733.778381 695.598206 840.913757 798.074646 670.587891 798.249634 694.295410 785.308411 790.331177 1016.889709 531.352600 526.552002 593.409729 869.865234 1010.748169 867.533447 745.451904 746.975525 806.236267 640.284729 919.031982 977.863647 955.331909 706.473572 561.612976 908.018982 802.654175 728.982666 873.897583 771.938965 777.931519 970.450195 800.095459 795.737000 603.157837 1065.945068 781.101990 524.559143 745.645081 848.338928 834.388794 730.519470 702.366394 800.549255 716.666931 588.054443 805.408875 886.842590 930.671875 697.408203 725.519287 571.332153 807.883118 765.699707 887.912720 696.394531 733.899963 880.777283 811.246887 813.315125 702.647949 788.405396 838.541870 878.380127 781.781494 620.514893 921.294128 748.416077 900.661255 716.610046 874.056030 980.140198 839.135254 933.427490 852.010193 719.624329 865.491089 837.416809 898.125305 1031.803467 912.262451 682.251587 1374.137085 744.953125 926.533203 706.257446 843.314270 827.329956 730.648254 767.706177 1038.015869 714.262146 766.399963 1102.547119 819.594543 721.805481 673.344910 642.400452 795.331665 
484_param_0 761.830933 905.328308 1175.113281 784.454163 691.903015 668.206909 1020.834473 713.442139 854.987732 890.690186 815.932922 871.927979 889.159973 731.924561 815.555664 690.041260 722.457153 715.691101 758.588928 607.556152 812.229431 688.294373 844.542664 864.927612 1054.636353 1055.386963 987.768799 674.493591 783.334717 869.373413 921.584656 765.324829 777.291321 993.671509 872.929382 893.372437 789.477478 744.870911 1075.437500 786.521301 900.171326 770.865112 793.102295 801.673401 957.273682 916.469849 723.122864 893.199951 903.625610 815.011902 726.832581 961.001404 733.543945 634.811340 920.439880 647.761292 779.902771 908.514648 917.334534 870.332214 603.747375 716.420288 917.438599 870.303040 884.548035 723.207520 880.365601 754.546326 839.712585 686.520996 923.814575 818.272766 953.836487 750.450684 769.556396 945.478821 900.730347 1063.064209 875.320496 1005.725159 740.892334 732.693359 698.315308 841.777283 775.341858 1008.351868 1110.954834 820.241150 768.105164 951.767944 811.561584 874.231628 882.920837 1030.800415 872.910828 739.166016 773.914429 795.975647 714.227478 911.804138 791.366516 813.298950 895.074097 928.026123 800.402588 1035.528809 790.020142 635.314880 722.065857 788.950562 726.244446 709.701050 1029.033203 849.392151 911.321655 418.875671 996.687805 862.034668 797.533875 689.575317 964.501343 1159.221191 1152.161377 820.404297 784.934082 920.495911 996.312866 697.491760 744.559998 874.897095 802.346008 835.923523 697.504395 936.029175 974.275391 822.734741 799.589172 802.053162 870.557739 950.936829 746.201477 869.473267 1039.820557 781.789856 520.573059 890.990112 718.063110 762.155823 913.120239 851.682556 850.172852 824.422607 754.495544 810.950134 926.273254 747.443420 617.109558 814.111328 612.036133 1024.270752 718.860291 809.917542 804.617981 883.024353 698.156616 749.622925 978.934265 771.202209 794.264465 940.449707 813.355164 831.084045 764.238220 919.918457 1039.916138 734.919189 842.485474 747.543518 868.847961 819.121521 818.411377 811.946289 801.998718 820.328430 885.239807 988.271851 826.425232 928.375366 728.389038 617.522705 825.222595 975.084961 773.464294 852.855347 797.505310 774.815918 1137.071289 601.049866 607.969116 651.483887 943.315430 758.596375 1001.213501 1087.991699 596.258728 1231.817383 562.045898 835.193909 749.356567 816.685852 1038.683350 855.129272 697.186340 973.844543 789.178589 877.046509 834.351379 653.545776 678.049988 886.811401 624.323486 840.457336 741.419983 747.877869 787.356323 651.287231 737.900146 720.508850 812.861572 793.628845 842.471985 939.280945 989.586487 831.849182 646.247864 921.575989 871.199707 845.294189 824.102722 728.732544 744.984619 778.788879 855.596802 851.509460 806.011719 846.594116 724.341675 1004.943176 895.722412 724.506226 998.297363 797.933289 770.899292 778.591248 996.235962 921.382263 852.538147 792.552612 752.112122 925.316589 687.307800 1083.396851 751.297424 952.155151 803.249084 796.307434 672.574768 827.811218 838.292969 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487_param_0 1294.702026 964.411499 1289.747559 1243.747437 1020.231750 1012.426575 1144.766113 1086.488281 1065.287842 1137.772095 1175.909058 1239.213623 1334.155518 1236.264648 1247.671143 1202.706055 1177.911621 950.458374 1091.607910 789.662964 1067.846924 1221.028809 897.330811 931.670471 1250.193481 705.924683 1355.344238 1174.026001 1118.048706 1029.638184 830.165710 1166.526123 1230.965454 1408.481812 1135.502319 961.689575 1041.884277 1397.167358 1343.404907 1148.920410 1242.361328 1250.192627 1318.152344 1088.565308 1094.251831 1302.035767 961.816101 1327.453369 883.631897 1145.339600 1267.992676 1036.946411 1103.658325 1128.205688 1022.259827 1149.846802 1363.553955 1103.774414 1207.390015 1074.451172 1295.885742 950.709534 1147.605347 1365.442139 
488_param_0 410.113312 367.990692 379.472656 395.360291 354.624969 307.137512 429.052643 306.721344 359.917786 396.266846 362.345093 399.899963 381.452393 377.595245 311.447510 368.104675 336.100861 511.217773 382.037201 379.835144 467.378265 316.705688 325.082367 361.523621 305.726379 521.810913 359.809082 424.846771 461.338074 428.364868 380.503754 402.798218 387.527344 389.774353 433.699463 390.110962 423.956421 347.573547 490.107056 358.691437 398.116608 296.704895 370.204559 305.433929 379.631348 321.921722 363.687622 314.618713 302.847412 427.655273 325.066040 427.840088 348.946320 383.992218 388.390045 418.731964 414.009003 313.130127 341.050262 340.743866 289.602692 407.107269 269.839478 314.575470 
490_param_0 1270.408813 1302.424927 1471.524292 1016.507690 1097.689575 1507.359497 1209.880615 1130.847046 1041.645996 1133.426270 1232.309082 806.857178 1086.258301 1139.506958 1154.008789 999.441650 895.676086 1263.992310 1055.963135 853.111267 886.628418 1228.296753 1264.826172 986.333923 1240.900879 1219.730347 868.368286 902.668823 1259.154541 936.039185 1120.461426 995.767944 1362.139893 1063.186401 1257.517944 846.812073 1233.812988 1081.270020 1047.890137 1226.042603 923.585510 982.404297 900.519531 1194.927856 997.336487 1031.153564 957.320679 1159.722046 955.329041 1053.492676 1049.058960 1086.530762 1096.753174 892.798584 1008.464478 1145.868408 944.193665 1127.841675 988.704163 1047.545654 1111.288208 1178.316040 1187.603149 1263.613403 
492_param_0 344.533569 441.714905 507.715485 490.066010 395.435059 401.042450 390.268555 389.231750 394.918549 372.189789 524.403931 406.955841 455.557800 522.374878 318.719604 442.995117 372.554535 423.311035 446.289429 400.157135 531.162781 377.312592 417.576263 346.276886 436.083374 423.607422 392.782196 406.273773 454.520081 472.849304 439.192139 387.608337 444.851471 426.509033 491.248322 377.009766 549.628052 503.739655 502.610382 417.438232 514.200867 443.159485 418.681427 373.006683 378.541199 432.028107 375.109589 326.709503 392.140991 441.303070 473.516907 474.253143 419.815887 477.124084 539.994934 465.924500 386.662903 445.780365 431.839172 390.878571 431.720428 393.749420 405.844147 404.728363 
494_param_0 873.475952 813.803101 1276.927490 928.626770 663.814514 883.944580 739.986938 757.882263 1129.533691 1066.506348 1187.532227 800.161926 907.477051 998.532532 893.584290 1107.864136 681.065735 986.392151 1089.528442 1017.044739 852.079773 907.040405 754.138184 948.248108 1173.470215 799.025574 953.199219 1093.483154 1129.491821 1028.435669 828.126282 1052.723022 779.356567 1140.061157 1229.232178 868.943542 886.758423 1149.267334 927.628357 1013.184326 862.990662 952.951172 641.277161 1251.346802 870.211365 1015.187378 834.998413 801.601929 908.775146 1476.613403 993.961426 868.941101 1187.057129 662.109802 780.672241 585.080078 909.708252 1044.864258 1073.350586 984.252625 819.447327 963.998779 1052.069702 833.431274 
496_param_0 249.615143 240.966797 368.772247 432.576691 343.136169 286.019836 343.411591 332.475891 347.468262 287.443939 350.471863 335.507751 372.132935 418.243225 315.716187 287.232971 351.169647 383.942932 287.326385 252.522842 353.907501 260.001221 339.381500 309.379181 346.377350 373.512665 346.932617 253.562012 322.488586 302.254547 330.884705 369.934082 313.737183 286.557312 399.552155 365.340027 350.072174 343.679138 369.745575 429.802826 352.054321 349.429779 308.410706 271.830414 372.046082 309.902069 291.681915 262.298676 292.529083 428.520691 280.293152 318.939362 308.812958 312.503876 395.071381 318.706818 362.410645 355.586243 319.101471 324.774750 369.928986 370.687531 234.525543 336.266754 
497_param_0 261.928284 278.221954 250.320557 216.136353 209.410675 261.620148 328.789368 191.594681 251.061111 180.670670 210.175293 159.011154 168.853760 167.461761 205.419617 184.665176 212.540665 125.147697 239.385025 195.488754 190.789062 195.934540 123.768021 245.438828 225.477066 174.977219 171.508011 166.841766 192.797546 234.723175 272.931519 218.638107 176.079010 150.937988 278.687805 209.029907 130.055023 140.855896 204.817947 203.721573 233.616074 181.001862 189.645187 219.102158 289.897217 211.631683 220.217926 155.103027 225.273804 224.736862 166.076706 269.868408 209.785767 205.844757 184.505936 204.667297 195.081024 176.156555 222.040527 162.075348 199.336960 151.165451 251.098419 271.227936 
499_param_0 222.038544 149.635254 115.683167 183.012192 95.218239 77.661156 138.842316 120.858932 99.390350 164.974136 130.615402 141.593506 103.816360 80.613754 109.938972 99.568649 186.800644 148.483871 98.981972 118.629166 123.316017 159.924683 228.493576 167.346603 120.686501 189.557983 77.584038 3894.597656 103.038475 126.734291 167.381241 159.063309 203.458496 77.091446 125.601601 246.946106 146.249649 165.587997 72.966248 156.021637 119.592728 123.840118 139.848557 125.057693 172.527252 124.099312 154.133102 142.307877 84.247215 213.208878 87.492363 149.836487 110.746666 152.278107 226.137970 106.379700 113.815376 111.729599 104.934631 112.360542 88.487518 127.874748 126.788704 79.924797 
501_param_0 150.504974 128.809433 108.849022 93.065140 112.957336 76.659546 108.808456 108.912949 68.340561 124.388329 112.641235 71.244247 
502_param_0 86.654640 121.596069 71.861107 78.328827 113.174355 142.778976 149.719345 115.309578 53.503910 54.115086 120.771805 124.184349 81.908081 102.855209 93.241127 74.261452 117.789177 150.607697 193.219177 120.521385 124.445572 97.067123 164.076813 136.288788 87.097038 108.979836 129.789001 84.704071 132.746445 130.360580 142.298172 89.180183 128.811127 110.536903 181.339066 126.922150 103.439194 122.314102 96.773499 87.159935 125.575691 142.031555 103.010239 83.749870 102.409515 106.310585 147.388992 125.874100 
503_param_0 261.928284 278.221954 250.320557 216.136353 209.410675 261.620148 328.789368 191.594681 251.061111 180.670670 210.175293 159.011154 168.853760 167.461761 205.419617 184.665176 212.540665 125.147697 239.385025 195.488754 190.789062 195.934540 123.768021 245.438828 225.477066 174.977219 171.508011 166.841766 192.797546 234.723175 272.931519 218.638107 176.079010 150.937988 278.687805 209.029907 130.055023 140.855896 204.817947 203.721573 233.616074 181.001862 189.645187 219.102158 289.897217 211.631683 220.217926 155.103027 225.273804 224.736862 166.076706 269.868408 209.785767 205.844757 184.505936 204.667297 195.081024 176.156555 222.040527 162.075348 199.336960 151.165451 251.098419 271.227936 
505_param_0 222.038544 149.635254 115.683167 183.012192 95.218239 77.661156 138.842316 120.858932 99.390350 164.974136 130.615402 141.593506 103.816360 80.613754 109.938972 99.568649 186.800644 148.483871 98.981972 118.629166 123.316017 159.924683 228.493576 167.346603 120.686501 189.557983 77.584038 3894.597656 103.038475 126.734291 167.381241 159.063309 203.458496 77.091446 125.601601 246.946106 146.249649 165.587997 72.966248 156.021637 119.592728 123.840118 139.848557 125.057693 172.527252 124.099312 154.133102 142.307877 84.247215 213.208878 87.492363 149.836487 110.746666 152.278107 226.137970 106.379700 113.815376 111.729599 104.934631 112.360542 88.487518 127.874748 126.788704 79.924797 
507_param_0 150.504974 128.809433 108.849022 93.065140 112.957336 76.659546 108.808456 108.912949 68.340561 124.388329 112.641235 71.244247 
508_param_0 86.654640 121.596069 71.861107 78.328827 113.174355 142.778976 149.719345 115.309578 53.503910 54.115086 120.771805 124.184349 81.908081 102.855209 93.241127 74.261452 117.789177 150.607697 193.219177 120.521385 124.445572 97.067123 164.076813 136.288788 87.097038 108.979836 129.789001 84.704071 132.746445 130.360580 142.298172 89.180183 128.811127 110.536903 181.339066 126.922150 103.439194 122.314102 96.773499 87.159935 125.575691 142.031555 103.010239 83.749870 102.409515 106.310585 147.388992 125.874100 
509_param_0 261.928284 278.221954 250.320557 216.136353 209.410675 261.620148 328.789368 191.594681 251.061111 180.670670 210.175293 159.011154 168.853760 167.461761 205.419617 184.665176 212.540665 125.147697 239.385025 195.488754 190.789062 195.934540 123.768021 245.438828 225.477066 174.977219 171.508011 166.841766 192.797546 234.723175 272.931519 218.638107 176.079010 150.937988 278.687805 209.029907 130.055023 140.855896 204.817947 203.721573 233.616074 181.001862 189.645187 219.102158 289.897217 211.631683 220.217926 155.103027 225.273804 224.736862 166.076706 269.868408 209.785767 205.844757 184.505936 204.667297 195.081024 176.156555 222.040527 162.075348 199.336960 151.165451 251.098419 271.227936 
511_param_0 222.038544 149.635254 115.683167 183.012192 95.218239 77.661156 138.842316 120.858932 99.390350 164.974136 130.615402 141.593506 103.816360 80.613754 109.938972 99.568649 186.800644 148.483871 98.981972 118.629166 123.316017 159.924683 228.493576 167.346603 120.686501 189.557983 77.584038 3894.597656 103.038475 126.734291 167.381241 159.063309 203.458496 77.091446 125.601601 246.946106 146.249649 165.587997 72.966248 156.021637 119.592728 123.840118 139.848557 125.057693 172.527252 124.099312 154.133102 142.307877 84.247215 213.208878 87.492363 149.836487 110.746666 152.278107 226.137970 106.379700 113.815376 111.729599 104.934631 112.360542 88.487518 127.874748 126.788704 79.924797 
513_param_0 150.504974 128.809433 108.849022 93.065140 112.957336 76.659546 108.808456 108.912949 68.340561 124.388329 112.641235 71.244247 
514_param_0 86.654640 121.596069 71.861107 78.328827 113.174355 142.778976 149.719345 115.309578 53.503910 54.115086 120.771805 124.184349 81.908081 102.855209 93.241127 74.261452 117.789177 150.607697 193.219177 120.521385 124.445572 97.067123 164.076813 136.288788 87.097038 108.979836 129.789001 84.704071 132.746445 130.360580 142.298172 89.180183 128.811127 110.536903 181.339066 126.922150 103.439194 122.314102 96.773499 87.159935 125.575691 142.031555 103.010239 83.749870 102.409515 106.310585 147.388992 125.874100 
338 3.091118 
341 52.832825 
344 35.372772 
346 34.572708 
349 28.103296 
352 39.769516 
354 53.678787 
357 51.406391 
360 50.583542 
363 35.236706 
366 65.636284 
369 24.294853 
371 52.317024 
374 91.702393 
377 116.398613 
380 43.119064 
383 116.874535 
386 119.105408 
389 42.430290 
392 108.226799 
395 66.084946 
397 102.655159 
400 118.171638 
403 111.017532 
406 74.156960 
409 129.257385 
412 74.640076 
415 61.252289 
418 126.081749 
421 98.469765 
424 56.237236 
427 130.940918 
430 53.792114 
432 124.113083 
435 108.618370 
438 109.463348 
441 86.451424 
444 130.323914 
447 99.721817 
450 66.284836 
453 101.315361 
456 84.091843 
458 149.638779 
461 107.249115 
464 87.611572 
467 72.019295 
470 130.218948 
473 75.749260 
476 64.693985 
479 142.452148 
482 131.961304 
484 173.881699 
487 122.570442 
488 99.009834 
490 66.284836 
492 77.609108 
494 42.430290 
496 66.033226 
497 46.239372 
499 24.978189 
501 12.853096 
502 12.853096 
503 72.680824 
505 26.685255 
507 21.231855 
508 21.231855 
509 109.533707 
511 43.658768 
513 30.340126 
514 30.340126
Yang507 commented 3 years ago

原网络模型结构如下

7767517

215 232

Input            0                        0 1 0 

Convolution      338                      1 1 0 338 0=32 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 15=1 16=1 5=0 6=864

BatchNorm        339                      1 1 338 339 0=32

Clip             340                      1 1 339 340 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 341                      1 1 340 341 0=32 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=0 6=288 7=32

BatchNorm        342                      1 1 341 342 0=32

Clip             343                      1 1 342 343 0=0.000000e+00 1=6.000000e+00

Convolution      344                      1 1 343 344 0=16 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=512

BatchNorm        345                      1 1 344 345 0=16

Convolution      346                      1 1 345 346 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=1536

BatchNorm        347                      1 1 346 347 0=96

Clip             348                      1 1 347 348 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 349                      1 1 348 349 0=96 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 15=1 16=1 5=0 6=864 7=96

BatchNorm        350                      1 1 349 350 0=96

Clip             351                      1 1 350 351 0=0.000000e+00 1=6.000000e+00

Convolution      352                      1 1 351 352 0=24 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=2304

BatchNorm        353                      1 1 352 353 0=24

Split            splitncnn_0              1 2 353 353_splitncnn_0 353_splitncnn_1

Convolution      354                      1 1 353_splitncnn_1 354 0=144 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=3456

BatchNorm        355                      1 1 354 355 0=144

Clip             356                      1 1 355 356 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 357                      1 1 356 357 0=144 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=0 6=1296 7=144

BatchNorm        358                      1 1 357 358 0=144

Clip             359                      1 1 358 359 0=0.000000e+00 1=6.000000e+00

Convolution      360                      1 1 359 360 0=24 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=3456

BatchNorm        361                      1 1 360 361 0=24

BinaryOp         362                      2 1 353_splitncnn_0 361 362 0=0

Convolution      363                      1 1 362 363 0=144 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=3456

BatchNorm        364                      1 1 363 364 0=144

Clip             365                      1 1 364 365 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 366                      1 1 365 366 0=144 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 15=1 16=1 5=0 6=1296 7=144

BatchNorm        367                      1 1 366 367 0=144

Clip             368                      1 1 367 368 0=0.000000e+00 1=6.000000e+00

Convolution      369                      1 1 368 369 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=4608

BatchNorm        370                      1 1 369 370 0=32

Split            splitncnn_1              1 2 370 370_splitncnn_0 370_splitncnn_1

Convolution      371                      1 1 370_splitncnn_1 371 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=6144

BatchNorm        372                      1 1 371 372 0=192

Clip             373                      1 1 372 373 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 374                      1 1 373 374 0=192 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=0 6=1728 7=192

BatchNorm        375                      1 1 374 375 0=192

Clip             376                      1 1 375 376 0=0.000000e+00 1=6.000000e+00

Convolution      377                      1 1 376 377 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=6144

BatchNorm        378                      1 1 377 378 0=32

BinaryOp         379                      2 1 370_splitncnn_0 378 379 0=0

Split            splitncnn_2              1 2 379 379_splitncnn_0 379_splitncnn_1

Convolution      380                      1 1 379_splitncnn_1 380 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=6144

BatchNorm        381                      1 1 380 381 0=192

Clip             382                      1 1 381 382 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 383                      1 1 382 383 0=192 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=0 6=1728 7=192

BatchNorm        384                      1 1 383 384 0=192

Clip             385                      1 1 384 385 0=0.000000e+00 1=6.000000e+00

Convolution      386                      1 1 385 386 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=6144

BatchNorm        387                      1 1 386 387 0=32

BinaryOp         388                      2 1 379_splitncnn_0 387 388 0=0

Split            splitncnn_3              1 2 388 388_splitncnn_0 388_splitncnn_1

Convolution      389                      1 1 388_splitncnn_1 389 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=6144

BatchNorm        390                      1 1 389 390 0=192

Clip             391                      1 1 390 391 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 392                      1 1 391 392 0=192 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 15=1 16=1 5=0 6=1728 7=192

BatchNorm        393                      1 1 392 393 0=192

Clip             394                      1 1 393 394 0=0.000000e+00 1=6.000000e+00

Convolution      395                      1 1 394 395 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=12288

BatchNorm        396                      1 1 395 396 0=64

Split            splitncnn_4              1 2 396 396_splitncnn_0 396_splitncnn_1

Convolution      397                      1 1 396_splitncnn_1 397 0=384 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=24576

BatchNorm        398                      1 1 397 398 0=384

Clip             399                      1 1 398 399 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 400                      1 1 399 400 0=384 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=0 6=3456 7=384

BatchNorm        401                      1 1 400 401 0=384

Clip             402                      1 1 401 402 0=0.000000e+00 1=6.000000e+00

Convolution      403                      1 1 402 403 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=24576

BatchNorm        404                      1 1 403 404 0=64

BinaryOp         405                      2 1 396_splitncnn_0 404 405 0=0

Split            splitncnn_5              1 2 405 405_splitncnn_0 405_splitncnn_1

Convolution      406                      1 1 405_splitncnn_1 406 0=384 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=24576

BatchNorm        407                      1 1 406 407 0=384

Clip             408                      1 1 407 408 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 409                      1 1 408 409 0=384 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=0 6=3456 7=384

BatchNorm        410                      1 1 409 410 0=384

Clip             411                      1 1 410 411 0=0.000000e+00 1=6.000000e+00

Convolution      412                      1 1 411 412 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=24576

BatchNorm        413                      1 1 412 413 0=64

BinaryOp         414                      2 1 405_splitncnn_0 413 414 0=0

Split            splitncnn_6              1 2 414 414_splitncnn_0 414_splitncnn_1

Convolution      415                      1 1 414_splitncnn_1 415 0=384 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=24576

BatchNorm        416                      1 1 415 416 0=384

Clip             417                      1 1 416 417 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 418                      1 1 417 418 0=384 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=0 6=3456 7=384

BatchNorm        419                      1 1 418 419 0=384

Clip             420                      1 1 419 420 0=0.000000e+00 1=6.000000e+00

Convolution      421                      1 1 420 421 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=24576

BatchNorm        422                      1 1 421 422 0=64

BinaryOp         423                      2 1 414_splitncnn_0 422 423 0=0

Convolution      424                      1 1 423 424 0=384 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=24576

BatchNorm        425                      1 1 424 425 0=384

Clip             426                      1 1 425 426 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 427                      1 1 426 427 0=384 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=0 6=3456 7=384

BatchNorm        428                      1 1 427 428 0=384

Clip             429                      1 1 428 429 0=0.000000e+00 1=6.000000e+00

Convolution      430                      1 1 429 430 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=36864

BatchNorm        431                      1 1 430 431 0=96

Split            splitncnn_7              1 2 431 431_splitncnn_0 431_splitncnn_1

Convolution      432                      1 1 431_splitncnn_1 432 0=576 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=55296

BatchNorm        433                      1 1 432 433 0=576

Clip             434                      1 1 433 434 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 435                      1 1 434 435 0=576 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=0 6=5184 7=576

BatchNorm        436                      1 1 435 436 0=576

Clip             437                      1 1 436 437 0=0.000000e+00 1=6.000000e+00

Convolution      438                      1 1 437 438 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=55296

BatchNorm        439                      1 1 438 439 0=96

BinaryOp         440                      2 1 431_splitncnn_0 439 440 0=0

Split            splitncnn_8              1 2 440 440_splitncnn_0 440_splitncnn_1

Convolution      441                      1 1 440_splitncnn_1 441 0=576 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=55296

BatchNorm        442                      1 1 441 442 0=576

Clip             443                      1 1 442 443 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 444                      1 1 443 444 0=576 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=0 6=5184 7=576

BatchNorm        445                      1 1 444 445 0=576

Clip             446                      1 1 445 446 0=0.000000e+00 1=6.000000e+00

Convolution      447                      1 1 446 447 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=55296

BatchNorm        448                      1 1 447 448 0=96

BinaryOp         449                      2 1 440_splitncnn_0 448 449 0=0

Split            splitncnn_9              1 2 449 449_splitncnn_0 449_splitncnn_1

Convolution      450                      1 1 449_splitncnn_1 450 0=576 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=55296

BatchNorm        451                      1 1 450 451 0=576

Clip             452                      1 1 451 452 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 453                      1 1 452 453 0=576 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 15=1 16=1 5=0 6=5184 7=576

BatchNorm        454                      1 1 453 454 0=576

Clip             455                      1 1 454 455 0=0.000000e+00 1=6.000000e+00

Convolution      456                      1 1 455 456 0=160 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=92160

BatchNorm        457                      1 1 456 457 0=160

Split            splitncnn_10             1 2 457 457_splitncnn_0 457_splitncnn_1

Convolution      458                      1 1 457_splitncnn_1 458 0=960 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=153600

BatchNorm        459                      1 1 458 459 0=960

Clip             460                      1 1 459 460 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 461                      1 1 460 461 0=960 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=0 6=8640 7=960

BatchNorm        462                      1 1 461 462 0=960

Clip             463                      1 1 462 463 0=0.000000e+00 1=6.000000e+00

Convolution      464                      1 1 463 464 0=160 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=153600

BatchNorm        465                      1 1 464 465 0=160

BinaryOp         466                      2 1 457_splitncnn_0 465 466 0=0

Split            splitncnn_11             1 2 466 466_splitncnn_0 466_splitncnn_1

Convolution      467                      1 1 466_splitncnn_1 467 0=960 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=153600

BatchNorm        468                      1 1 467 468 0=960

Clip             469                      1 1 468 469 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 470                      1 1 469 470 0=960 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=0 6=8640 7=960

BatchNorm        471                      1 1 470 471 0=960

Clip             472                      1 1 471 472 0=0.000000e+00 1=6.000000e+00

Convolution      473                      1 1 472 473 0=160 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=153600

BatchNorm        474                      1 1 473 474 0=160

BinaryOp         475                      2 1 466_splitncnn_0 474 475 0=0

Convolution      476                      1 1 475 476 0=960 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=153600

BatchNorm        477                      1 1 476 477 0=960

Clip             478                      1 1 477 478 0=0.000000e+00 1=6.000000e+00

ConvolutionDepthWise 479                      1 1 478 479 0=960 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=0 6=8640 7=960

BatchNorm        480                      1 1 479 480 0=960

Clip             481                      1 1 480 481 0=0.000000e+00 1=6.000000e+00

Convolution      482                      1 1 481 482 0=320 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=307200

BatchNorm        483                      1 1 482 483 0=320

Convolution      484                      1 1 483 484 0=512 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=0 6=163840

BatchNorm        485                      1 1 484 485 0=512

Clip             486                      1 1 485 486 0=0.000000e+00 1=6.000000e+00

Convolution      487                      1 1 486 487 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=32768

Split            splitncnn_12             1 2 487 487_splitncnn_0 487_splitncnn_1

Convolution      488                      1 1 487_splitncnn_1 488 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=36864

Deconvolution    489                      1 1 487_splitncnn_0 489 0=64 1=2 11=2 2=1 12=1 3=2 13=2 4=0 14=0 15=0 16=0 5=1 6=16384

Convolution      490                      1 1 449_splitncnn_0 490 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=6144

BinaryOp         491                      2 1 490 489 491 0=0

Split            splitncnn_13             1 2 491 491_splitncnn_0 491_splitncnn_1

Convolution      492                      1 1 491_splitncnn_1 492 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=36864

Deconvolution    493                      1 1 491_splitncnn_0 493 0=64 1=2 11=2 2=1 12=1 3=2 13=2 4=0 14=0 15=0 16=0 5=1 6=16384

Convolution      494                      1 1 388_splitncnn_0 494 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=2048

BinaryOp         495                      2 1 494 493 495 0=0

Convolution      496                      1 1 495 496 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=36864

Convolution      497                      1 1 496 497 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=36864

ReLU             498                      1 1 497 498

Convolution      499                      1 1 498 499 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=36864

ReLU             500                      1 1 499 500

Split            splitncnn_14             1 2 500 500_splitncnn_0 500_splitncnn_1

Convolution      501                      1 1 500_splitncnn_1 501 0=12 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=6912

Convolution      502                      1 1 500_splitncnn_0 502 0=48 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=27648

Convolution      503                      1 1 492 503 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=36864

ReLU             504                      1 1 503 504

Convolution      505                      1 1 504 505 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=36864

ReLU             506                      1 1 505 506

Split            splitncnn_15             1 2 506 506_splitncnn_0 506_splitncnn_1

Convolution      507                      1 1 506_splitncnn_1 507 0=12 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=6912

Convolution      508                      1 1 506_splitncnn_0 508 0=48 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=27648

Convolution      509                      1 1 488 509 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=36864

ReLU             510                      1 1 509 510

Convolution      511                      1 1 510 511 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=36864

ReLU             512                      1 1 511 512

Split            splitncnn_16             1 2 512 512_splitncnn_0 512_splitncnn_1

Convolution      513                      1 1 512_splitncnn_1 513 0=12 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=6912

Convolution      514                      1 1 512_splitncnn_0 514 0=48 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=27648

Permute          515                      1 1 501 515 0=3

Reshape          517                      1 1 515 517 0=12 1=-1

Reshape          519                      1 1 517 519 0=1 1=-1

Permute          520                      1 1 502 520 0=3

Reshape          522                      1 1 520 522 0=48 1=-1

Reshape          524                      1 1 522 524 0=4 1=-1

Permute          525                      1 1 507 525 0=3

Reshape          527                      1 1 525 527 0=12 1=-1

Reshape          529                      1 1 527 529 0=1 1=-1

Permute          530                      1 1 508 530 0=3

Reshape          532                      1 1 530 532 0=48 1=-1

Reshape          534                      1 1 532 534 0=4 1=-1

Permute          535                      1 1 513 535 0=3

Reshape          537                      1 1 535 537 0=12 1=-1

Reshape          539                      1 1 537 539 0=1 1=-1

Permute          540                      1 1 514 540 0=3

Reshape          542                      1 1 540 542 0=48 1=-1

Reshape          544                      1 1 542 544 0=4 1=-1

Concat           545                      3 1 519 529 539 545 0=0

Concat           546                      3 1 524 534 544 546 0=0
nihui commented 3 years ago

armv7 ？硬件，系统是？

Yang507 commented 3 years ago

跑mobilenet和yolov4-tiny，量化后速度都有提升，我在想是不是该模型的问题，测试时单线程运行 

  Processor       : AArch64 Processor rev 4 (aarch64)
  processor       : 0
  BogoMIPS        : 38.40
  Features        : fp asimd evtstrm aes pmull sha1 sha2 crc32
  CPU implementer : 0x41
  CPU architecture: 8
  CPU variant     : 0x0
  CPU part        : 0xd03
  CPU revision    : 4

  processor       : 1
  BogoMIPS        : 38.40
  Features        : fp asimd evtstrm aes pmull sha1 sha2 crc32
  CPU implementer : 0x41
  CPU architecture: 8
  CPU variant     : 0x0
  CPU part        : 0xd03
  CPU revision    : 4

  processor       : 2
  BogoMIPS        : 38.40
  Features        : fp asimd evtstrm aes pmull sha1 sha2 crc32
  CPU implementer : 0x41
  CPU architecture: 8
  CPU variant     : 0x0
  CPU part        : 0xd03
  CPU revision    : 4

  processor       : 3
  BogoMIPS        : 38.40
  Features        : fp asimd evtstrm aes pmull sha1 sha2 crc32
  CPU implementer : 0x41
  CPU architecture: 8
  CPU variant     : 0x0
  CPU part        : 0xd03
  CPU revision    : 4

  processor       : 4
  BogoMIPS        : 38.40
  Features        : fp asimd evtstrm aes pmull sha1 sha2 crc32
  CPU implementer : 0x41
  CPU architecture: 8
  CPU variant     : 0x0
  CPU part        : 0xd03
  CPU revision    : 4

  processor       : 5
  BogoMIPS        : 38.40
  Features        : fp asimd evtstrm aes pmull sha1 sha2 crc32
  CPU implementer : 0x41
  CPU architecture: 8
  CPU variant     : 0x0
  CPU part        : 0xd03
  CPU revision    : 4

  processor       : 6
  BogoMIPS        : 38.40
  Features        : fp asimd evtstrm aes pmull sha1 sha2 crc32
  CPU implementer : 0x41
  CPU architecture: 8
  CPU variant     : 0x0
  CPU part        : 0xd03
  CPU revision    : 4

  processor       : 7
  BogoMIPS        : 38.40
  Features        : fp asimd evtstrm aes pmull sha1 sha2 crc32
  CPU implementer : 0x41
  CPU architecture: 8
  CPU variant     : 0x0
  CPU part        : 0xd03
  CPU revision    : 4

  Hardware        : Qualcomm Technologies, Inc SDM450
Yang507 commented 3 years ago

交叉编译：

set(CMAKE_SYSTEM_NAME Android)
set(CMAKE_SYSTEM_PROCESSOR armv7-a)
set(CMAKE_SYSTEM_VERSION 28) 
set(ANDROID_NATIVE_API_LEVEL 24)
set(ANDROID_PLATFORM android-24)

set(CMAKE_FIND_ROOT_PATH /opt/)
set(PLATEFORM_COMPILER_TOOL "/opt/toolchains/llvm/prebuilt/linux-x86_64/bin/")
set(CMAKE_C_COMPILER "${PLATEFORM_COMPILER_TOOL}clang")
set(CMAKE_CXX_COMPILER "${PLATEFORM_COMPILER_TOOL}clang++")
set(CMAKE_LD_FLAGS "-L/opt/sources/cxx-stl/llvm-libc++/libs/armeabi-v7a")

# android
set(CMAKE_ANDROID_ARCH_ABI armeabi-v7a)
set(CMAKE_ANDROID_NDK_TOOLCHAIN_VERSION clang)
set(CMAKE_ANDROID_NDK /opt)
set(CMAKE_ANDROID_STL_TYPE c++_shared) # c++_shared or c++_static
set(CMAKE_ANDROID_ARM_MODE arm)
set(CMAKE_ANDROID_ARM_NEON ON)

set(TARGET_ARCH arm64)
set(TARGET_ARCH_VARIANT armv7-a-neon)
set(TARGET_CPU_VARIANT cortex-a53)
nihui commented 3 years ago

交叉编译：

set(CMAKE_SYSTEM_NAME Android)
set(CMAKE_SYSTEM_PROCESSOR armv7-a)
set(CMAKE_SYSTEM_VERSION 28) 
set(ANDROID_NATIVE_API_LEVEL 24)
set(ANDROID_PLATFORM android-24)

set(CMAKE_FIND_ROOT_PATH /opt/)
set(PLATEFORM_COMPILER_TOOL "/opt/toolchains/llvm/prebuilt/linux-x86_64/bin/")
set(CMAKE_C_COMPILER "${PLATEFORM_COMPILER_TOOL}clang")
set(CMAKE_CXX_COMPILER "${PLATEFORM_COMPILER_TOOL}clang++")
set(CMAKE_LD_FLAGS "-L/opt/sources/cxx-stl/llvm-libc++/libs/armeabi-v7a")

# android
set(CMAKE_ANDROID_ARCH_ABI armeabi-v7a)
set(CMAKE_ANDROID_NDK_TOOLCHAIN_VERSION clang)
set(CMAKE_ANDROID_NDK /opt)
set(CMAKE_ANDROID_STL_TYPE c++_shared) # c++_shared or c++_static
set(CMAKE_ANDROID_ARM_MODE arm)
set(CMAKE_ANDROID_ARM_NEON ON)

set(TARGET_ARCH arm64)
set(TARGET_ARCH_VARIANT armv7-a-neon)
set(TARGET_CPU_VARIANT cortex-a53)

明明是 arm64 的 cpu，为何编译 armv7 架构？

Yang507 commented 3 years ago

嗯，目前这边都是用的32位，所以编译armv7架构

nihui commented 3 years ago

arm64 cpu 使用arm64编译运行，会大幅度快于armv7编译的程序 armv7上目前缺少非relu激活的requantize优化，这个模型中用了 relu6/clip 激活，建议改成 relu 激活的模型，量化后速度会快

Yang507 commented 3 years ago

非常感谢nihui酱

lq0104 commented 3 years ago

arm64 cpu 使用arm64编译运行，会大幅度快于armv7编译的程序 armv7上目前缺少非relu激活的requantize优化，这个模型中用了 relu6/clip 激活，建议改成 relu 激活的模型，量化后速度会快

那么请问一下在armv7中leaky relu进行requantize优化了吗，也会比relu更慢一些么

redshzh commented 3 years ago

armv7上对mv3和ghostnet做完int8量化后，推理速度全都变慢了 有遇到同样问题的吗？ mv3 int8量化： min = 70.41 max = 88.00 avg = 81.15 mv3 float32: min = 62.04 max = 77.53 avg = 70.97 ghost int8量化： min = 95.24 max = 117.95 avg = 107.40 ghost float32: min = 84.34 max = 101.64 avg = 91.60

geoffzhang commented 3 years ago

@redshzh 解决了吗？

nihui commented 11 months ago
  1. 更新ncnn版本，新版本通常有更好的优化
  2. 有些模型对量化性能不优化，像 mobilenet-v1 会更适合些