Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

fp16测试正常，量化成int8后没有预测框？ #99

Closed
HuKai97 opened this issue Jan 9, 2022 · 5 comments
Closed

fp16测试正常，量化成int8后没有预测框？ #99

HuKai97 opened this issue Jan 9, 2022 · 5 comments

Comments

@HuKai97
Copy link

HuKai97 commented Jan 9, 2022

fp16测试正常，但是量化成int8后没有预测框（测试了很多图片都没有框），您帮忙看看我结果是正常的量化现象，还是我哪个步骤出错了呢？？？

步骤1：生成imagelist.txt 200张

find val/ -type f > imagelist.txt

image

步骤2：生成.table文件

ncnn2table v5lites-hive-best-opt.param v5lites-hive-best-opt.bin imagelist.txt v5lites-hive-best.table mean=[0,0,0] norm=[0.003922,0.003922,0.003922] shape=[320,320,3] pixel=BGR thread=8 method=kl

image

步骤3：量化：fp16->int8

ncnn2int8 v5lites-hive-best-opt.param v5lites-hive-best-opt.bin v5lites-hive-best-int8.param v5lites-hive-best-int8.bin v5lites-hive-best.table

image

预测效果（左边fp16 右边int8）：
@HuKai97
Copy link
Author

HuKai97 commented Jan 9, 2022

table文件：

Conv_0_param_0 37.113487 42.639313 50.678776 36.664253 79.230194 32.896748 134.279312 141.645355 38.193413 51.205990 36.698421 31.202383 21.400766 64.979218 50.875202 30.667765 64.606087 41.935471 18.435116 38.045803 24.518932 189.656387 47.672409 32.356129 33.455742 164.158035 44.772491 78.754814 149.723984 38.045803 31.326496 147.067810
Conv_3_param_0 163.102188 67.403603 46.062347 80.630768 37.714390 83.510437 49.161343 71.567093 62.430130 60.893028 84.498077 73.954041 69.329422 45.799885 55.625462 87.368256 53.055313 61.124557 68.589905 144.826660 55.964348 39.717747 98.851707 73.869080 83.727913 58.140179 60.492039 34.534389 67.580696 42.360367 63.666370 52.707409
Conv_4_param_0 282.374817 236.138000 357.144043 300.220062 178.276367 535.272217 145.381088 923.622009 275.159088 449.911987 191.485947 51.438980 297.729767 84.920288 274.224792 120.626129 155.755447 138.880814 103.537437 185.866974 227.490692 87.212959 326.299774 83.558403 58.563595 485.769592 122.177299 226.533508 73.484253 87.496422 110.026154 344.205414 97.889938 45.964256 233.071289 273.296783 52.407005 179.365234 401.038849 122.548096 185.227524 304.751678 176.041840 170.019363 157.425339 217.386795 777.465210 77.653076 119.998802 106.472244 143.827591 126.284904 177.590317 113.905777 170.557968 180.871658 93.147858 137.345566 196.853622 132.827621
Conv_6_param_0 52.783787 127.682526 77.877724 293.403076 138.404785 118.938438 40.359421 124.244919 113.108116 104.205414 88.213219 35.051735 28.396343 90.842735 117.042313 47.421722 163.480148 42.934181 59.469219 93.525414 85.414276 378.928772 46.306881 332.171509 82.281403 51.275684 96.428886 38.456760 72.235420 311.510895 75.830231 261.568237 113.108116 61.554268 31.895418 46.681618 107.822693 284.864868 47.007679 42.843075 40.399799 109.503998 99.334808 50.506065 118.502129 276.099823 98.306999 249.835098 67.921951 35.765808 83.644943 53.911346 71.658562 67.637520 23.641451 353.431915 88.795158 380.939606 62.994690 148.046188
Conv_8_param_0 174.262970 59.928276 116.702423 30.826000 66.223518 171.360535 307.302460 70.740417 13.241976 54.540321 39.546764 250.206375 279.426544 110.107941 59.156429 125.225006 26.860081 133.270538 31.094313 42.055618 41.114471 44.592953 86.720215 16992596.000000 59.429794 285.950134 74.511055 167.783524 100.630730 6667981.000000 87.546684 25.824512 138.883453 63.383972 107.171730 146.309525 38.139404 32.135448 126.955658 221.543625 55.867100 200.790115 42.528461 100.395058 26.182018 6753467.500000 123.185890 39.890221 143.935165 190.386490 47.281643 122.950363 96.406349 240.835342 92.990654 16992596.000000 63.477829 16992596.000000 47.491165 96.551109
Conv_9_param_0 403.114380 807.155457 350.761871 540.173279 283.383881 517.102539 128.706970 308.263947 116.726273 149.155746 129.945450 152.260468 134.217361 276.249115 175.380936 134.012451 95.932411 93.232246 140.670120 145.689880 149.919998 136.195740 96.725243 124.862236 144.253342 167.996475 192.813080 168.641998 122.168633 203.543549 114.667740 131.012177 148.902725 241.148773 164.224808 332.493011 279.548279 345.583282 495.571777 454.220703 182.775970 264.392029 135.984756 119.507355 104.935028 179.505432 128.424515 113.849747 205.689880 300.610138 194.199463 157.027115 218.217926 113.849747 276.249115 261.633850 297.301117 217.272659 337.283997 135.984756
Conv_31_param_0 61.902790 138.999451 320.943909 515.205627 89.706856 176.172913 47938576.000000 26632542.000000 451.591766 51362764.000000 199.722778 201.210678 316.032959 176.172913 49591632.000000 253.510910 211.896561 169.619629 47938576.000000 146.296921 48.176815 113.849747 137.799301 117.902161 205.089142 344.396881 89.296188 214.616531 85.221504 78.025032 188.668793 187.861221 302.162323 363.847290 181.829422 140.782928 86.014854 84.646240 125.307854 116.108665 275.166626 108.703598 101.360458 63.423523 69.554802 319.193298 94.334396 294.804871 104.872353 355.377167 438.342865 88.352448 160.033096 199.950241 111.819313 142.035858 88.889275 289.936127 328.757141 222.363922
Conv_33_param_0 144.177216 32.167603 25.659632 16.238140 42.925926 20.094700 16992596.000000 17559016.000000 29.308584 16992596.000000 19.229376 143.293671 21.152313 32.857964 16992596.000000 42.304626 26.770622 31.306252 16722873.000000 36.577381 56.356735 36.186287 32.167603 41.167118 28.178368 34.203743 85.966629 33.265926 99.003906 64.985382 29.797516 34.076862 38.389874 36.849880 30.132633 53.143002 23.348961 94.493805 81.037224 48.677544 16.312288 45.897953 60.265266 83.456245 38.713448 24.265297 42.416252 26.353704 65.715927 17.861956 24.942993 43.684128 20.931978 27.550573 37.936893 22.754082 117.127563 35.176716 20.195677 36.934540
Conv_34_param_0 280.665558 255.726608 205.089142 306.381012 194.738007 169.129395 352.345825 360.855743 280.441376 242.481110 295.798340 193.663879 340.225433 186.563568 171.274460 100.032089 225.361115 192.285126 316.888672 438.342865 129.849350 219.445404 250.615707 140.557495 277.340149 101.536331 124.508018 104.935028 115.573608 105.629547 235.962784 215.274445 170.940903 220.271408 142.612762 224.783997 141.577667 173.646194 151.865326 183.061844 257.791931 210.499191 155.773132 129.945450 163.460266 308.534821 154.948196 107.373894 141.691940 205.689880 163.004929 188.770233 267.005798 153.190506 358.095490 110.135704 202.720917 114.592896 153.727066 173.388947
Conv_56_param_0 135.774414 652.019714 273.878815 51362764.000000 252.055008 114.892868 230.843262 510.338135 188.567474 237.559280 168.480148 514.074158 165.619156 182.112366 193.770767 239.503845 353.409790 143.428360 350.411804 44.287666 78.233650 163.765213 151.734055 81.200882 446.424164 140.782928 323.904633 100.490166 154.811569 184.407883 78.513557 261.633850 329.373962 216.736191 79.222168 244.337265 179.689163 656.285278 81.959061 544.782959 116.339508 223.923874 199.609222 267.209015 158.016479 133.300156 537.691650 161.803055 382.475616 109.722702 292.837891 129.275635 182.017944 252.055008 466.285034 179.505432 200.521210 488.334656 200.292419 26148314.000000
Conv_58_param_0 84.609253 18.477884 48.023178 16992596.000000 42.055618 56.754669 24.674995 10.710033 28.913237 33.915104 62.068569 24.524424 56.208946 46.062347 28.783812 25.700655 26.203356 59.265469 24.981754 83.132568 92.588966 47.421120 41.299316 231.514069 27.597872 51.074692 34.022770 62.188625 67.438950 95.122833 123.659691 102.556679 37.626118 33.666512 54.632996 43.684128 47.039528 18.278294 65.448387 19.809931 53.099125 59.872475 28.252653 79.978905 50.080250 66.223518 15.123010 58.298309 23.904474 56.455696 40.544159 44.531189 98.473259 24.228725 39.209171 40.879234 63.951305 26.160713 52.707409 17271164.000000
Conv_59_param_0 92.058891 343.218597 272.602966 220.409683 198.818008 359.010864 195.497009 361.412903 373.921875 320.358215 270.294556 300.096252 340.886017 389.692139 166.089233 263.005707 433.740112 277.778992 368.042603 583.243591 317.748962 170.443008 199.043442 465.975647 174.422562 260.856323 267.209015 517.865234 277.778992 220.686768 174.944016 178.774246 206.901962 167.515564 224.783997 180.242615 201.326050 154.948196 147.402435 135.147278 156.467300 135.043320 279.548279 305.581055 131.404419 194.306931 210.373047 134.320053 282.471924 265.190796 193.984879 160.033096 142.612762 173.217865 136.832672 137.367996 96.831940 182.017944 199.495804 144.371964
Conv_81_param_0 802.543091 497.326691 242.481110 432.671112 226.086685 378.966675 176.349884 108.636330 134.525909 55.909657 170.443008 492.444061 829.073486 485.297333 652.625732 362.532410 505.197998 184.601791 335.671722 509.597412 280.217590 461.990295 87.866020 234.544174 211.259094 138.451355 110.621490 277.559387 132.096542 118.140182 78.094444 367.657196 380.403717 302.162323 197.587296 150.433853 233.297409 148.399246 149.536896 238.203949 141.122437 495.921783 109.654160 278.219208 205.329025 282.018188 362.719635 247.088425 205.209030 339.567352 255.540482 199.156342 411.379761 337.283997 158.587448 800.712952 232.371033 306.381012 86.226089 226.086685
Conv_83_param_0 12.243533 21.856913 30.796473 19.126425 29.415846 27.503437 70.469086 94.493805 94.285980 65.548454 77.148216 52.067234 18.042377 21.477301 25.436329 22.112461 30.446514 145.399734 23.113960 23.975777 55.433655 31.598543 107.891006 65.581879 38.389874 79.190933 53.452232 51.732128 60.549000 42.276817 58.670654 36.556587 30.591358 48.788345 114.724419 83.782463 59.374916 70.469086 28.427513 22.834885 34.683407 16.124132 97.873726 26.483952 28.630024 33.915104 31.723255 58.510502 52.967903 42.613014 51.732128 52.707409 38.713448 30.217592 63.011307 23.502571 50.354767 16.213575 149.890533 74.814468
Conv_84_param_0 194.199463 407.796326 235.646057 223.638626 165.619156 300.867706 549.902283 166.089233 437.796295 275.815094 439.715240 253.694092 187.760757 285.689697 235.172562 226.378220 564.036377 218.082367 280.441376 355.197388 251.874176 250.080215 238.365677 584.214050 334.711761 257.791931 318.614014 90.121307 235.015137 294.557556 327.225159 258.171051 235.015137 362.158447 279.771027 470.660339 174.596039 155.222198 214.616531 325.104279 346.094269 359.194519 269.258148 272.180328 291.379761 292.837891 475.440247 312.377777 251.693634 488.334656 214.354477 217.138290 217.272659 346.094269 243.997665 268.434723 166.404083 229.335480 511.080963 170.940903
Conv_92_param_0 96.696297 33.128819 107.171730 68.920723 86.312805 109.545204 67.794456 78.802742 94.842239 87.013580 85.794579 98.022926 82.176407 106.638535 75.384567 79.142197 107.530159 82.704872 103.298050 61.829845 129.708603 66.877838 84.888496 80.732002 94.147926 58.035233 108.988197 68.846931 125.714638 91.339539 62.188625 49.086288 90.567657 94.424423 94.079056 84.664955 95.193245 115.861320 58.724236 70.276543 96.046356 59.650311 80.028671 53.452232 62.128540 80.128395 84.888496 106.461983 80.580246 92.789375 83.078857 84.664955 79.533752 59.595032 92.058754 93.328064 129.839554 55.915684 87.427650 56.604786 68.699829 73.030136 65.548454 66.155388 155.040482 41.246334 86.661774 68.443893 84.888496 87.487129 49.731659 108.711807 58.777912 70.779343 70.314964 61.534004 108.895912 89.000740 92.856369 101.504395 84.832504 99.617409 70.779343 116.702423 150.416458 85.113220 52.151691 64.887016 84.166283 73.573265 71.766785 66.808350 114.418213 87.190559 81.241989 61.770451 138.808502 62.551594 59.984180 81.139473 102.967232 67.333023 71.131676 57.260048 78.514084 52.967903 95.052528 100.946678 94.424423 94.772346 100.709534 122.832932 82.439789 70.353432 92.323097 94.216904 77.566994 77.194527 88.939194 63.011307
Conv_93_param_0 364.718292 586.818726 253.452438 628.075623 342.355042 360.219849 589.552368 524.046570 603.132202 770.125244 191.559906 322.301971 537.398071 388.410980 227.757492 467.000916 262.566895 361.936829 381.963501 247.989380 682.862854 436.404297 488.952637 556.703430 366.832611 440.454468 563.729370 390.207336 416.535126 437.158020 251.771713 567.097412 367.898987 342.973572 277.537811 303.010162 329.862518 284.185425 454.696686 583.213135 196.721115 581.426880 339.903076 510.998291 267.374451 515.508118 432.674316 292.956604 308.927368 436.906494 458.540771 402.621124 322.575806 344.842621 315.866669 339.295563 269.461853 231.931427 256.361755 526.225525 415.168671 328.720123 471.641907 146.931778 192.141571 277.335083 238.937546 320.127930 469.020050 486.446838 297.781738 163.369949 242.137589 280.614746 329.576172 223.073883 201.097305 302.045929 318.249573 257.929169 237.443237 193.710083 133.875793 632.786255 235.528366 463.296814 251.271820 102.613983 210.577774 403.262573 411.122620 365.772369 251.771713 415.850769 111.668159 360.219849 247.343155 228.993820 149.712830 512.377502 147.502625 438.167053 220.867783 176.591507 413.585785 273.538727 385.062622 297.315369 380.242096 169.345108 289.383942 286.328613 132.013809 323.675812 419.526764 654.042603
Conv_95_param_0 233.500458 223.205017 194.007034 241.214569 134.444656 394.054749 223.995132 179.428986 167.403763 195.505524 233.644150 168.593124 249.784027 154.841644 280.614746 181.661133 167.256271 260.227356 254.813248 60.611710 265.133911 178.082428 229.270386 196.619232 415.395782 268.889313 252.273575 210.928741 213.059326 210.694641 239.238632 135.307098 146.252594 226.669693 189.268066 210.694641 164.931259 196.415802 172.892410 333.630707 158.858459 228.305313 170.256393 127.577866 179.939209 158.328506 175.287048 179.598740 209.185532 215.355499 379.292450 202.491592 210.111649 180.624039 134.635361 149.949341 169.799530 129.492416 190.502640 124.974236 168.742996 210.577774 120.914566 211.634201 126.641678 135.597046 93.285439 182.184128 140.100266 166.522690 251.438232 119.393631 220.099564 320.127930 183.062561 130.831055 212.225693 235.674561 246.060745 473.111206 287.848175 98.924370 169.043518 188.891403 213.059326 170.409225 183.416306 112.930321 258.104523 210.111649 305.693817 176.100052 222.030258 171.797165 197.642746 298.249603 144.142654 155.603165 95.635193 273.341797 443.800964 217.327835 165.074677 134.254501 266.810791 177.416702 159.258270 177.251038 329.290314 153.464722 139.073898 283.760651 192.922638 176.920654 272.166107 214.382690
Conv_97_param_0 25.079187 35.350761 29.714897 65.918030 55.964348 45.767284 82.545616 76.143326 81.037224 54.355904 18.802057 40.801418 41.088203 47.421120 21.152313 124.017426 44.685917 51.360252 41.566284 52.880783 53.275093 62.008713 49.847317 37.494484 38.924355 46.562660 19.263941 52.837334 27.063568 63.042194 55.818611 47.073963 101.825867 38.298416 26.203356 45.030136 70.008751 70.123268 31.864737 41.246334 24.155912 37.019596 37.233952 102.230583 22.188765 50.792290 37.062267 28.104473 56.061932 50.080250 38.877289 41.379047 34.814854 55.529396 58.035233 36.084755 60.096294 41.512611 68.443893 44.873020 37.914528 97.061188 53.945503 35.704075 63.321552 47.316437 77.895866 36.247486 76.871536 87.666031 61.889355 123.185890 36.267929 25.845274 32.199818 44.408176 37.959290 42.416252 35.526539 53.900284 31.614079 71.927338 52.151691 36.452969 44.469597 45.220139 32.740852 96.118141 62.980450 23.485405 19.275492 71.646835 23.502571 61.770451 52.449459 25.020638 76.188431 47.421120 37.169384 41.973259 30.388958 87.013580 72.129036 98.473259 23.623451 84.832504 26.905035 65.850525 28.327330 69.031708 80.833481 17.502188 65.884262 51.857288 22.818680 68.081558
Conv_98_param_0 611.187500 364.475037 411.222900 330.126587 503.091858 429.670746 683.514099 583.384888 361.687469 559.238831 272.765015 560.897034 440.681488 533.980347 494.865997 678.001892 406.801147 364.826508 554.322449 515.078369 518.253540 362.380310 376.255646 341.448608 429.914856 369.638550 400.555939 477.683167 432.371490 575.399353 400.132294 275.345764 371.088837 372.917755 583.834961 201.236740 640.685974 490.058380 528.018250 533.227722 458.575867 182.942490 484.101166 537.012146 582.935425 537.393555 391.235840 425.084351 436.361084 273.158905 326.705597 247.919434 456.363159 468.514008 381.953644 535.491943 325.300995 576.715027 335.097473 174.343353 246.626526 328.978333 274.546478 398.446625 185.909119 385.849152 257.014313 342.066071 682.281433 316.061035 493.896942 261.093903 310.356903 526.915161 351.276764 435.858368 231.533096 511.941895 229.010330 196.941727 402.687683 268.315643 217.053970 231.674881 573.654419 246.626526 277.161224 471.139526 189.541611 581.591187 148.130402 521.468018 449.851440 560.066711 203.729172 312.665344 327.838013 351.603241 600.039795 555.135864 380.608734 236.601044 364.475037 516.484741 199.433350 443.003601 521.827698 240.971375 670.789124 365.178619 115.272720 571.919983 467.067963 197.146988 352.915161 696.731262
Conv_120_param_0 232.243759 276.149689 321.704987 291.243317 494.542542 272.961823 184.909607 314.484680 171.809738 241.586884 278.795197 219.700974 236.897354 360.309601 600.039795 395.324005 603.389282 225.730942 755.516907 231.674881 256.665588 268.125488 281.701477 103.593941 160.715836 317.653290 171.033035 301.935425 167.104721 329.838745 396.151917 122.514595 358.262390 436.864960 223.993530 320.342987 212.065628 264.562988 231.958969 196.532516 298.834961 299.782166 236.010635 698.016724 513.679688 381.568420 257.539185 218.685013 259.838654 221.242737 168.895126 562.565186 216.062286 199.118454 190.784210 193.220154 190.400131 183.474823 219.446106 232.243759 819.772583 276.755707 306.088257 272.961823 189.826920 218.054794 282.542999 197.558777 432.618713 491.012421 430.894135 353.244690 192.043182 165.207458 279.826233 238.239960 139.809708 211.591202 304.855011 335.097473 238.390076 496.815582 218.054794 361.687469 331.864105 182.413254 255.970947 51653980.000000 191.169815 240.664810 291.019287 160.171494 203.509995 335.394562 752.137268 413.922394 310.356903 172.593552 126.024345 246.145142 295.335724 211.946823 338.697449 291.467712 298.834961 385.456024 221.501801 606.290161 637.984985 207.528839 231.250046 326.142303 302.902374 241.124954 271.590149 498.123871
Conv_122_param_0 37.780869 64.952560 40.749706 52.880783 17.951714 45.702229 91.795906 68.846931 79.681587 89.808708 44.408176 98.927750 57.464737 49.425854 23.064217 28.079929 42.528461 60.435184 13.016809 74.295822 33.897228 68.920723 66.531853 61.711166 57.878517 56.855026 89.496223 35.585522 56.307388 33.265926 36.370495 69.180244 36.432316 36.934540 31.552029 36.955769 47.039528 55.006874 83.946518 83.673439 73.447212 40.983452 59.984180 16.370426 19.403450 26.483952 43.743565 68.189857 45.669769 52.837334 61.416466 32.942131 66.428757 36.186287 58.939537 89.558548 67.368294 117.448471 116.596619 66.053452 23.230865 136.524490 70.623871 36.977020 73.742012 67.651802 50.792290 82.386978 34.185558 32.874763 45.930740 37.429008 109.825859 53.765079 65.548454 58.885567 111.734200 97.134499 84.001350 74.945267 90.249878 26.571501 108.345474 71.927338 35.350761 86.081703 35.624950 16722873.000000 69.856636 133.132584 66.360207 59.984180 103.132378 61.534004 14.830035 49.086288 21.916508 110.202293 86.139366 51.115292 49.963509 104.218857 42.332478 51.899143 69.180244 35.176716 48.640720 19.969887 19.391748 117.771133 54.632996 65.448387 33.214378 51.483616 83.240173 21.236143
Conv_123_param_0 545.136963 650.601990 492.290283 354.568970 538.924622 571.919983 511.250092 636.910889 376.630219 649.485107 564.243164 632.122070 383.113983 449.050537 351.276764 628.446960 441.968536 573.654419 277.975800 503.426575 376.255646 349.330627 680.440796 192.336090 286.609894 429.426880 440.424988 490.058380 335.990295 587.005554 250.546402 540.464417 266.990173 133.778305 144.178757 255.625046 167.846085 537.393555 190.017609 133.400940 526.548462 226.813599 359.624573 158.427582 298.599091 282.121582 179.641525 182.413254 96.462288 183.831421 457.190399 269.462311 236.897354 301.454224 188.408905 308.584900 185.181137 195.719131 248.898071 321.704987 409.442688 213.742966 400.343994 395.117554 178.287018 330.703735 209.714554 335.990295 270.618774 284.883331 258.066223 241.124954 281.073608 196.839264 249.061935 145.509644 533.603760 356.910431 363.774109 181.537933 155.051254 356.574036 301.694641 112.462860 436.864960 171.033035 320.342987 356.574036 450.119049 627.404785 800.264587 321.704987 283.814758 296.492981 393.883453 292.368683 170.724304 344.244812 204.500046 283.177460 177.951584 288.357513 223.728607 216.556992 233.967270 430.894135 166.369858 302.660065 528.756226 215.324463 299.544800 282.542999 269.078979 250.049606 167.548737 103.821365
Conv_145_param_0 284.668976 193.615692 654.541626 432.124573 203.838943 694.174438 106.871483 153.790680 222.937576 211.118896 300.735352 440.938293 234.984528 171.033035 287.481049 133.400940 143.959305 97.960922 249.061935 140.745941 423.656281 184.010254 313.442474 482.865417 172.436218 185.090546 211.472916 474.984406 318.992493 205.499771 270.425354 447.721985 229.566193 344.558350 352.257996 140.745941 322.253021 254.764359 271.006500 160.579407 246.787369 290.349243 107.295822 228.044037 236.453171 424.845673 328.692505 161.401474 138.276703 276.553406 223.069016 271.590149 224.126236 801.536194 277.975800 230.967682 186.827194 207.301407 245.665634 163.635406 136.088165 374.579285 315.797211 229.287933 394.499542 227.358826 231.391479 355.234833 257.890289 311.378662 387.429657 147.552673 258.595398 226.406387 191.266464 166.516312 212.303635 168.744461 302.902374 299.782166 229.287933 478.589569 217.303314 252.216721 228.181580 238.239960 235.863495 309.089111 334.504944 242.360718 202.312881 374.950531 140.016678 214.227112 176.293121 434.606628 221.242737 226.270981 234.257004 195.921844 265.491272 259.304352 228.595200 406.364197 201.558380 287.044830 216.929520 128.857315 408.337921 179.471085 253.569077 227.632401 206.961197 287.918610 123.474236 239.597885
Conv_147_param_0 45.379704 101.584579 14.884963 37.582138 50.354767 22.981785 58.087658 44.377529 43.214409 60.606068 51.034157 37.407234 46.765842 59.210903 101.906555 49.048847 73.447212 57.464737 52.025108 64.496529 40.775547 52.707409 56.110855 26.659634 72.494972 109.173241 45.734734 31.660776 42.613014 56.208946 74.554245 54.494099 64.142677 53.630558 77.009621 65.783157 66.121376 36.723606 26.075846 104.388046 52.449459 57.260048 55.101147 72.617767 37.233952 41.701061 73.742012 44.285839 66.257637 29.523891 35.311935 73.489182 52.194023 12.598557 56.654659 40.646675 74.597488 55.148403 44.469597 56.905342 62.826611 22.374056 36.267929 37.450806 33.128819 52.967903 32.558498 45.799885 71.646835 55.481483 42.055618 41.379047 67.474327 73.911537 56.208946 51.074692 63.729473 44.073364 34.113018 25.680126 33.578609 30.885225 57.982899 55.195744 46.327835 48.640720 65.749527 36.577381 88.816353 76.053261 42.304626 23.519764 43.272568 51.237476 60.720528 22.483580 62.430130 50.953278 54.172737 53.186962 92.655670 50.354767 58.885567 64.561279 48.530594 57.878517 46.062347 56.804806 55.053970 87.606323 83.673439 84.166283 77.333778 38.071663 63.919521 48.131016
Conv_148_param_0 672.577881 528.018250 600.992920 864.742981 777.247192 650.601990 578.921326 617.169800 550.291016 600.515991 555.951599 792.303833 461.372009 546.317810 733.188110 507.478271 541.237549 517.190796 716.524780 703.860596 771.304932 285.313019 340.220398 433.362061 620.713806 370.725220 206.396667 284.027832 717.884338 407.897644 145.958740 495.189880 413.696075 235.863495 241.741257 481.942749 301.935425 428.454224 370.543671 667.239990 324.464020 310.356903 216.929520 431.631561 500.429962 521.108887 279.412903 542.790649 515.780579 703.206482 303.388184 271.006500 492.610779 321.704987 291.917480 281.073608 688.489624 324.186005 241.586884 256.144257 372.184021 499.439056 338.092102 267.745972 229.010330 348.045135 188.973572 434.357147 399.077087 465.344452 230.545441 179.983383 281.282593 259.660309 347.725250 212.184555 355.903168 360.653076 182.413254 304.609558 309.089111 346.451538 248.571014 329.264648 304.119843 494.219543 398.446625 359.966766 160.307236 337.488922 290.126587 270.618774 631.594421 470.553589 231.250046 265.677704 370.000061 128.945145 543.180298 364.124237 517.190796 205.835190 237.343216 294.645691 245.825256 346.134552 375.322479 289.460663 265.305084 200.384048 260.734009 378.136017 186.183594 346.451538 742.177673 291.467712
Conv_170_param_0 231.533096 399.498505 150.487289 171.965942 150.128998 280.033356 211.591202 296.029022 169.957352 174.504181 279.000793 333.914459 152.673553 131.089767 146.297394 463.066193 230.264786 510.215881 201.451050 405.493103 267.367523 321.431671 368.020508 196.736893 258.595398 193.714828 179.131195 318.992493 200.171997 223.728607 129.919327 284.027832 159.765656 175.150497 199.643829 281.491882 521.468018 255.280060 149.417480 196.941727 402.473480 200.596527 193.220154 410.330872 142.227463 296.260803 309.341858 295.105347 543.570496 299.782166 196.634659 206.059402 282.754150 247.432999 279.826233 230.826767 243.766159 187.104385 302.176575 225.193481 288.797760 209.019363 211.472916 421.767090 404.625763 173.543610 295.335724 208.099594 122.435295 240.664810 284.027832 216.805206 133.778305 234.838654 135.600388 248.082016 547.900208 214.348480 209.947327 155.689331 116.193207 201.881042 150.847321 207.187881 352.257996 282.542999 178.792572 193.121521 184.010254 207.756760 262.179535 182.589310 306.088257 283.177460 169.652496 312.407166 232.386414 234.257004 282.121582 338.394501 376.068634 190.976822 260.554443 240.053986 144.730331 112.396042 160.989380 228.871796 91.294655 316.855164 247.109772 241.278732 165.207458 223.200623 242.827393 269.078979
Conv_172_param_0 53.011574 20.609947 44.623898 89.247795 125.225006 35.234543 50.872658 39.137577 82.811378 64.593712 141.636642 31.064270 54.959858 33.861526 80.580246 50.276028 53.496700 44.438862 76.871536 27.200945 53.099125 54.447956 68.846931 46.697922 96.551109 40.879234 42.868690 18.467270 45.865219 58.777912 82.864738 69.254753 42.613014 82.811378 73.531204 143.134186 38.026630 50.712173 50.592476 50.197529 36.744591 96.987991 54.447956 36.288395 71.887131 52.025108 61.124557 31.707613 23.975777 51.566189 58.140179 60.040180 63.011307 46.630192 72.535858 48.311825 73.321594 38.736771 26.375322 56.061932 79.142197 41.593166 79.730988 38.252850 93.941620 48.203175 86.428818 83.294090 60.378437 68.994675 51.278339 41.088203 55.195744 34.890415 55.433655 35.428669 19.761229 53.765079 55.290657 64.561279 28.178368 60.152512 56.905342 54.586620 65.381836 50.433754 80.328590 59.265469 55.625462 71.249901 68.081558 69.742989 25.276352 49.425854 102.149384 58.939537 24.338772 44.531189 35.963669 30.944677 41.035763 36.349934 92.722473 69.970665 46.428185 75.739738 41.809517 82.651718 54.218414 41.009590 58.457306 51.732128 62.369579 57.260048 60.663246 26.418667
Conv_173_param_0 823.788940 661.986145 798.997009 794.383301 1060.476807 1007.523499 792.718872 438.129791 754.763245 833.315125 479.195770 660.253174 681.053284 707.811157 600.515991 514.727966 305.840790 470.846344 329.838745 480.412811 495.514160 360.997223 443.003601 873.729919 580.698486 403.331635 479.803528 690.374207 653.411194 293.502777 366.594055 651.161926 426.041748 387.628143 504.433441 402.045746 514.028625 591.595093 493.896942 450.386963 698.016724 759.688904 493.253052 389.223328 749.901062 311.122589 696.090271 213.501724 385.652466 551.896545 728.950073 618.683716 259.838654 626.366028 749.158569 516.837524 408.558411 560.066711 376.442841 148.246490 498.452026 307.082031 133.306931 654.541626 404.409485 477.984924 494.542542 443.522949 288.577484 265.864410 316.855164 213.381302 168.594055 277.975800 467.645325 219.446106 206.622116 156.981354 335.692169 405.710510 520.392090 185.909119 516.132446 354.568970 320.071960 477.683167 136.975052 244.870590 317.653290 255.107941 189.541611 595.318787 457.466827 308.082306 245.506210 274.347382 351.930298 272.961823 634.241516 480.718018 494.542542 586.096130 395.737518 313.702393 255.452438 436.612885 380.800262 477.080780 196.430466 283.814758 268.506073 391.033661 320.342987 116.193207 400.343994 536.631287
Conv_195_param_0 178.792572 125.190292 236.305481 212.184555 163.777084 170.878525 254.592911 218.180542 266.990173 226.949661 285.528351 208.214127 220.212494 232.958771 171.498215 190.017609 237.343216 130.456924 214.591644 189.162537 181.363876 318.723724 243.139511 190.496002 286.827209 104.394333 247.919434 350.300995 153.292175 163.211853 199.854767 308.082306 217.053970 207.187881 511.941895 143.740524 291.019287 310.102509 219.956451 236.453171 213.020874 357.585144 190.304367 185.181137 219.956451 225.193481 135.795074 470.553589 123.878540 204.168961 202.964081 170.263321 221.501801 215.692734 245.347000 157.635437 158.960114 360.997223 300.496460 389.223328 190.208679 386.045959 190.880463 193.516663 203.729172 308.082306 186.367020 183.119583 663.146484 232.101273 139.500397 240.359009 182.765732 248.898071 241.278732 215.692734 130.637115 155.433472 562.565186 187.289642 289.239349 202.529495 324.186005 182.413254 169.046051 276.149689 147.437668 365.531464 415.285461 182.765732 248.082016 257.189026 784.906799 165.932053 167.548737 214.348480 219.828644 487.532318 219.318878 212.184555 182.237518 194.711823 141.271500 256.665588 160.852493 221.372192 283.177460 482.249908 125.605934 206.961197 411.670380 187.940918 189.068008 190.208679 234.692978 227.358826
Conv_197_param_0 43.214409 70.123268 45.832531 70.123268 56.604786 52.707409 39.329075 55.481483 19.945110 54.866074 53.496700 42.669563 89.683449 83.456245 69.856636 62.490803 73.071632 60.777916 100.630730 56.654659 102.230583 42.388290 61.416466 21.138409 45.865219 58.563782 55.338242 35.763649 66.155388 59.539852 76.871536 48.567249 69.292061 91.404457 43.595280 62.128540 38.690155 124.618279 49.011463 100.160500 38.049133 43.595280 64.691185 114.520096 73.238083 37.959290 60.950745 35.823418 59.816780 105.587914 37.626118 101.025978 74.295822 74.295822 49.616539 43.156403 87.666031 57.413425 72.088608 47.386173 91.992897 25.236670 65.648834 42.584793 59.928276 39.964596 128.993057 85.056923 16.513363 63.697906 46.765842 47.808949 40.416740 82.386978 79.337494 63.259258 78.085052 56.804806 14.101543 41.272808 49.770153 73.784325 21.096796 55.481483 27.957842 62.673527 115.238419 24.942993 50.953278 75.918579 56.555000 60.950745 18.552521 53.319267 58.140179 36.998295 79.239723 22.834885 56.804806 80.178352 51.155960 45.767284 56.061932 58.617168 43.301708 51.607574 58.298309 38.366966 64.238800 36.329399 35.783546 45.637360 58.563782 77.148216 52.664238 72.372574
Conv_198_param_0 486.904877 847.312561 570.196045 793.134338 792.303833 706.489380 892.802490 754.763245 604.836243 873.225769 1020.431763 782.471680 707.149658 487.532318 601.470703 538.541016 672.577881 281.073608 414.375763 573.219788 498.780609 317.920227 738.916138 579.808533 730.357239 564.664246 610.694214 786.538635 376.068634 427.485931 459.969727 149.064255 494.865997 547.900208 846.364807 510.215881 493.896942 604.353149 393.678528 387.826813 277.771729 550.291016 313.442474 171.187820 290.126587 408.337921 292.368683 518.608704 370.725220 473.794708 485.032135 226.813599 485.966705 400.343994 343.931885 439.912903 563.402954 237.790756 362.380310 350.950897 506.798462 509.872070 771.304932 364.475037 554.728821 630.541748 294.645691 261.093903 305.593750 465.058502 195.012909 705.830322 724.760620 626.366028 328.407166 372.367188 167.104721 422.945831 249.719528 273.356262 417.577332 346.451538 183.474823 442.226837 174.988464 271.785248 129.297699 99.037979 189.351883 308.082306 330.993073 326.987946 143.088150 376.068634 287.918610 230.124725 424.131256 447.192749 131.728790 416.428253 403.977661 636.910889 608.729004 288.577484 281.491882 274.745880 145.846222 500.761169 317.653290 342.066071 184.729034 230.686005 349.976929 329.264648 564.664246 355.903168
Conv_220_param_0 215.324463 242.516068 183.652954 178.119141 246.145142 231.391479 302.902374 160.171494 238.390076 205.165436 267.367523 241.124954 158.560379 147.093719 167.548737 198.700134 184.368942 192.629883 262.908325 301.935425 271.200775 181.887054 271.590149 199.643829 144.730331 158.560379 211.709610 191.266464 229.566193 154.041153 210.648712 357.585144 169.652496 324.742554 166.957230 503.091858 179.983383 206.961197 180.671005 179.641525 140.120392 192.531845 163.211853 188.784973 346.451538 236.010635 183.831421 121.413696 269.270508 398.656555 116.050636 345.818176 490.375977 238.841583 265.119202 176.293121 257.890289 253.399231 287.699677 192.924576 161.126511 173.067276 123.716499 166.223663 235.276794 240.053986 214.348480 178.119141 178.287018 200.490234 159.361862 422.237793 350.625641 233.822662 311.635162 328.407166 228.319290 139.397598 234.984528 265.677704 221.242737 312.923950 236.010635 218.685013 251.378784 174.826736 145.397797 160.035980 257.714630 175.638382 275.546295 161.539307 194.812073 233.246033 201.236740 142.979996 213.984772 214.348480 164.775726 252.048691 193.121521 113.270981 224.925720 305.840790 263.457581 166.516312 246.145142 211.236771 265.119202 206.171707 399.498505 404.842255 191.073273 241.432709 204.721344 214.227112
Conv_222_param_0 23.728058 54.355904 41.566284 43.012066 41.114471 54.264168 48.420959 45.930740 44.810482 62.369579 107.710281 42.055618 30.914923 117.771133 39.619862 108.895912 124.739159 53.319267 49.312145 45.156628 61.534004 50.197529 45.930740 100.082550 43.862915 87.427650 90.887688 46.161549 32.023422 54.309994 38.071663 34.022770 76.278809 60.096294 49.501953 32.707546 78.851059 32.740852 36.288395 64.887016 32.891579 42.754677 56.307388 77.426895 31.306252 60.835415 37.847580 66.600761 40.315384 22.689852 91.209984 73.489182 20.478674 53.900284 22.851114 143.134186 39.305035 22.006514 53.810070 37.538258 119.522369 42.332478 51.483616 45.347698 93.736206 62.128540 50.433754 65.749527 79.879547 61.592945 51.899143 34.240170 57.619209 77.055763 44.377529 31.645195 44.779274 66.189438 32.542023 31.785980 40.064198 57.982899 75.784370 34.386650 49.086288 39.766876 35.763649 48.131016 52.707409 57.464737 55.433655 48.751354 73.996590 74.770973 38.853798 42.332478 89.124100 64.431900 35.119083 61.240986 37.538258 151.301270 79.484596 36.145607 50.119282 53.186962 58.510502 25.907751 25.824512 63.603401 38.830338 69.479240 50.315365 53.143002 48.023178 59.102055
Conv_223_param_0 582.038574 656.814331 772.880615 748.047607 511.595764 520.750244 745.468079 669.601929 512.983154 1020.431763 820.216919 472.315918 626.366028 540.464417 870.713684 156.332672 551.494263 370.000061 744.002075 645.605896 1049.445435 550.691528 713.148071 456.088074 803.664490 554.728821 338.092102 395.324005 615.162720 364.826508 686.615417 558.001587 824.237610 206.284119 664.894653 406.146057 560.897034 208.443573 530.982544 663.728210 453.355408 565.508301 194.311798 400.132294 533.227722 492.610779 644.506042 279.000793 459.690277 556.769775 666.652100 483.173767 191.460052 637.447449 256.839844 331.282898 496.489594 303.145081 316.061035 453.083923 279.619415 382.146545 394.705322 227.906662 214.957428 258.066223 360.653076 245.029190 237.343216 405.493103 266.426117 315.533844 257.714630 406.364197 347.087219 367.305908 287.481049 418.964630 446.664764 264.378113 291.243317 193.615692 371.088837 440.168762 621.223450 318.992493 260.554443 437.370026 267.367523 328.978333 293.048065 259.304352 218.054794 352.257996 393.883453 345.818176 612.176514 368.020508 197.249771 551.092590 400.343994 249.226013 292.368683 465.630829 257.189026 288.797760 377.947144 243.923309 233.102310 489.424408 481.329620 570.626038 398.446625 403.331635 527.650024 208.443573
Conv_245_param_0 249.884445 175.965149 257.539185 193.814072 616.164612 212.661652 529.125977 415.513519 249.226013 386.835449 218.306442 350.625641 246.787369 181.016769 312.149384 280.864929 336.588135 254.936035 414.602814 292.142914 183.831421 174.343353 389.223328 278.180206 221.761475 213.381302 172.751175 369.638550 281.491882 314.746307 280.448517 250.546402 239.294785 177.284485 185.271835 244.080673 156.721237 225.059525 108.216553 209.598373 204.500046 253.909439 206.171707 230.405029 226.135727 115.979485 391.640869 201.343842 87.819191 240.206406 184.010254 372.917755 272.961823 250.049606 141.482819 252.553467 149.653900 241.586884 193.220154 144.841156 196.839264 226.270981 345.818176 158.295013 249.554810 193.516663 184.189423 375.695190 326.423706 171.965942 281.282593 272.961823 221.891541 215.569824 265.491272 257.014313 492.931702 288.357513 165.063293 149.535599 187.475266 234.547470 136.678131 323.631378 149.417480 232.815414 183.297028 217.178574 538.157959 169.652496 233.246033 88.725395 187.011902 113.611137 330.126587 307.831635 287.918610 174.182816 115.554390 262.725739 189.826920 289.682312 135.309387 430.648926 196.839264 164.061172 213.261017 137.773148 253.739136 98.011681 158.162659 179.983383 507.818878 220.597702 230.686005 190.976822
Conv_247_param_0 54.679451 47.631882 56.505306 55.915684 24.505732 30.246019 24.412695 29.632734 38.094215 52.793957 44.013027 51.278339 30.678930 47.561417 56.754669 97.650780 64.821609 51.983055 63.603401 68.736542 70.662682 117.555824 66.325981 84.776581 39.425529 77.473541 56.754669 61.829845 55.867100 19.736967 38.139404 72.947289 69.856636 96.914902 92.522354 31.184790 62.612503 63.166046 94.982330 27.362993 22.082087 46.765842 35.843388 22.754082 70.974655 76.779747 46.428185 58.670654 56.159859 33.932999 30.246019 37.019596 89.000740 94.216904 52.967903 48.788345 101.584579 103.714577 58.510502 55.915684 67.758736 34.004780 89.000740 51.237476 39.185276 66.257637 42.110699 41.836720 52.109428 112.516243 50.315365 37.083645 49.274357 77.613800 78.085052 37.320393 20.676218 53.099125 46.868103 50.276028 87.725830 48.275555 70.818321 48.714420 94.424423 32.313084 56.555000 60.321800 29.632734 56.955746 140.170105 76.825615 76.505699 71.210449 60.549000 33.334908 54.494099 152.106522 109.080643 56.159859 89.558548 70.085052 57.619209 45.897953 42.249039 47.915821 32.459888 54.218414 37.407234 63.887764 77.566994 32.757534 17.675381 18.769129 84.056259 19.640512
Conv_248_param_0 378.136017 567.629517 274.347382 723.374939 587.917725 413.470001 463.066193 654.541626 239.143524 596.257019 607.751099 565.508301 328.692505 609.710022 402.045746 684.751282 380.608734 511.595764 262.543427 384.086365 459.690277 475.880615 804.091492 850.646606 498.452026 207.870926 572.352600 424.607269 730.357239 311.122589 742.906372 292.368683 532.477234 586.550476 834.694092 352.586243 249.061935 603.389282 458.575867 657.956665 554.322449 390.629913 448.784210 362.380310 270.039307 430.159271 667.239990 521.468018 501.757385 626.884949 818.000183 640.685974 431.877930 217.678421 501.757385 550.691528 449.851440 399.920807 250.878693 497.796143 492.290283 574.089661 305.840790 448.518158 187.847595 372.550537 476.479919 467.934540 336.588135 214.470001 562.983765 355.568665 318.992493 421.532135 373.469971 402.045746 530.610168 272.176331 496.489594 403.331635 405.493103 193.417725 371.453186 253.569077 316.855164 418.732788 376.442841 353.574829 310.866943 240.206406 257.714630 267.935608 429.914856 455.813324 678.609985 405.710510 421.062958 259.304352 393.678528 416.887146 309.848541 354.901581 101.318977 459.690277 262.361359 527.282288 369.458069 242.205551 343.307709 430.648926 312.149384 380.800262 293.275238 277.161224 472.021271 345.187103
Conv_270_param_0 193.121521 158.030518 259.838654 182.062119 250.712433 354.568970 220.340744 132.096741 270.232208 195.314957 164.775726 271.785248 314.746307 178.961716 249.554810 169.197250 197.765320 236.601044 181.887054 185.909119 366.949646 73.035728 134.923355 272.372253 215.201981 209.830872 165.641449 157.373154 252.722168 228.733414 324.464020 129.033112 161.401474 206.396667 124.367218 212.661652 302.418121 201.451050 252.891068 296.725525 223.464310 214.591644 159.361862 171.809738 128.245789 216.929520 189.257172 257.714630 187.847595 202.964081 121.102776 159.361862 262.908325 208.903946 206.622116 167.697281 228.733414 260.375122 177.284485 280.033356 184.010254 293.958862 187.196976 179.641525 302.902374 170.724304 153.292175 223.200623 261.093903 254.250717 296.725525 310.611725 210.180603 270.425354 237.940308 196.839264 211.001144 197.146988 132.096741 348.365631 171.187820 278.795197 217.428207 234.692978 263.091156 185.000031 374.393951 193.714828 172.909088 209.366394 212.542175 175.475449 305.593750 260.196045 295.566467 200.384048 248.734436 156.074692 245.985092 168.594055 236.305481 240.511810 192.140717 256.317810 211.472916 166.663025 267.745972 91.826477 234.257004 189.826920 250.049606 387.033325 285.743988 148.595871 269.270508 244.712204
Conv_272_param_0 61.592945 90.376724 58.457306 65.481705 54.725986 47.951553 76.871536 48.275555 38.853798 124.137138 39.766876 63.321552 59.102055 70.469086 69.366814 62.128540 72.947289 77.848709 134.666046 64.110703 83.510437 79.929192 73.869080 33.790348 45.315742 70.701523 74.338768 113.810684 129.905121 68.117622 43.506790 71.766785 134.174316 47.526264 69.441727 75.873787 39.425529 68.699829 72.088608 72.864632 50.993683 69.667427 72.658798 57.158257 58.885567 54.819298 98.548714 59.872475 61.770451 50.080250 79.929192 88.693848 57.158257 102.311920 69.366814 76.053261 80.884323 67.017235 73.996590 42.584793 54.447956 34.294952 96.987991 62.068569 56.804806 76.505699 44.810482 101.424347 35.176716 38.971539 64.496529 20.918360 63.571960 50.002361 37.560184 36.391079 75.829056 36.744591 58.777912 49.578289 93.667931 42.925926 43.330887 57.158257 112.614777 75.428780 49.808704 70.199821 64.593712 49.924717 59.429794 49.312145 43.684128 54.819298 78.179985 50.002361 49.086288 43.272568 21.334782 74.167290 69.366814 61.592945 47.177578 105.674667 43.012066 25.216877 65.183006 75.829056 89.808708 54.127136 50.912933 51.899143 46.495327 40.089176 34.185558 103.547562
Conv_273_param_0 375.322479 451.192688 370.181091 398.656555 624.814331 446.138031 300.496460 505.782135 325.580963 328.692505 370.906952 235.569763 604.353149 323.078613 465.917542 671.980591 472.610962 353.244690 293.958862 501.424866 429.914856 285.313019 570.626038 562.983765 610.694214 415.741852 639.602783 369.097626 359.966766 199.643829 356.574036 571.919983 365.178619 434.107941 669.009888 608.239685 620.713806 633.180054 519.677307 350.625641 576.715027 398.656555 338.092102 300.257996 404.625763 533.980347 204.721344 387.429657 506.798462 311.635162 447.721985 470.553589 192.531845 608.729004 412.118805 127.382179 258.949402 396.983307 510.904877 383.891479 439.146942 687.238953 328.692505 288.797760 167.252472 520.034485 600.992920 253.739136 330.993073 281.491882 435.356842 388.424103 673.176270 450.655212 454.991028 487.532318 315.270874 671.384338 341.140717 329.838745 355.903168 710.469666 358.601990 491.331268 402.473480 578.478699 419.894653 390.025818 587.461304 293.730652 249.554810 307.581360 425.802002 307.331482 303.145081 186.000519 559.652466 591.595093 571.056702 190.113098 361.342010 427.969543 218.180542 400.980469 357.585144 380.992004 228.733414 503.426575 597.198181 418.269836 511.595764 337.488922 412.118805 767.782959 439.146942 381.376099
Conv_281_param_0 102.311920 100.552055 79.190933 95.903107 95.903107 97.134499 136.379715 128.670410 89.062378 103.966110 69.105896 106.198250 108.528336 122.950363 117.663383 65.715927 97.873726 64.854301 89.433990 132.515274 103.049736 110.771812 87.606323 112.713470 62.068569 90.503922 69.780830 98.548714 90.887688 106.110626 112.614777 61.534004 100.316750 79.386467 98.247566 102.474953 80.078499 117.663383 122.481972 123.659691 80.529785 113.810684 103.132378 77.101967 89.496223 115.445312 98.851707 76.278809 114.316513 133.686157 97.799294 74.988968 112.713470 87.845680 110.676483 104.218857 113.710052 76.053261 112.123863 70.353432 91.209984 98.247566 79.239723 106.198250 102.802620 51.483616 116.385590 82.386978 75.473045 104.984550 110.202293 124.618279 95.052528 118.530937 124.137138 74.210083 88.693848 70.623871 110.296806 109.825859 74.988968 94.912231 89.247795 113.309319 117.341309 56.704617 113.209572 91.861481 105.848618 124.137138 97.576691 87.725830 125.225006 83.025223 110.202293 84.664955 96.769051 56.455696 108.528336 86.197098 86.024132 128.863800 85.339127 52.194023 88.389053 81.396255 96.262032 54.036163 106.904465 47.561417 98.775780 66.982330 96.118141 70.276543 99.080185 109.545204 146.810593 114.520096 100.004723 81.758469 110.771812 114.012474 99.540306 65.884262 104.388046 114.012474 88.389053 98.172577 70.662682 95.760300 122.017151 88.267723 103.132378 85.909203 140.783875 85.113220 73.954041 99.386452 95.760300 107.171730 110.581314 107.082489 87.905724 90.567657 87.427650 109.265991 77.055763 120.192589 88.755058 90.695396 135.161392 85.452538 91.469467 91.080788 104.642853 119.856552 106.727036 115.652946 112.812347 74.770973 91.861481 113.710052 128.221405 122.365433 88.510719 136.669571 92.190727 90.695396 104.050217 126.332092 101.184952 142.420898 108.163223 88.877724 109.265991 97.948265 113.209572 97.134499 82.281555 74.124535 100.473495 91.861481 117.663383 94.010284 102.393364 131.768524 118.095566 93.941620 94.632874 79.681587 79.879547 66.669815 88.877724 101.745316 113.509338 103.714577 86.895996 93.192802 83.456245 78.085052 103.132378 125.225006 103.798286 96.914902 114.113640 101.825867 115.445312 123.304001 88.510719 126.270073 131.297668 90.567657 91.534569 90.503922 90.440277 85.452538 79.288582 60.321800 122.715721 75.517365 80.128395 96.769051 74.597488 100.395058 79.337494 108.436829 106.023148 84.776581 104.728073 138.584122 98.548714 101.025978
Conv_282_param_0 498.424164 636.244507 745.114319 548.739319 668.818542 586.487549 341.458374 362.876038 936.887573 465.750031 716.760437 412.602783 346.720581 316.629883 480.391022 393.174408 582.271240 337.474701 379.540436 299.091309 482.681335 398.004547 383.857452 2029.923096 603.082092 657.952271 541.041626 624.953186 393.174408 546.149231 584.793701 522.204590 721.228210 524.232544 666.068481 376.365845 460.192780 1164.542480 336.913177 434.516785 596.420654 573.611389 513.594971 499.038361 480.961578 482.969177 243.224991 619.219604 608.062500 664.974792 622.073181 644.856079 593.362122 715.494080 357.431274 390.144165 585.639404 342.324310 595.106018 502.755615 338.886719 421.623810 358.380219 320.895142 538.165649 459.149261 540.319763 415.566559 368.489197 443.074036 311.275665 705.521973 532.854797 480.961578 614.988098 368.489197 262.967285 409.680969 725.752075 424.719086 610.353638 520.861267 502.443756 563.240112 529.372070 653.176819 589.904785 468.714844 496.590607 530.065002 744.429504 732.314026 469.530029 342.324310 516.213684 636.744751 811.562439 418.141083 926.174133 352.147522 393.939331 406.392029 430.589752 668.266724 600.845154 225.484207 595.981812 282.997650 537.808289 341.746521 390.520386 440.903259 662.798096 786.348816 444.045654 351.536133 400.563416 601.737976 319.881226 677.206726 500.580505 400.167633 440.423737 582.271240 825.205566 795.618164 525.934570 535.674133 298.430084 621.119080 534.260742 359.653320 444.045654 459.931427 512.295593 423.386993 977.007568 395.864746 903.445984 646.916382 414.503204 468.443787 345.242645 316.629883 624.471313 552.105835 613.125916 456.046875 764.815186 340.883545 848.103943 515.884888 686.389221 552.482422 408.441406 344.361938 498.731110 723.806274 619.693420 715.494080 359.653320 293.882172 700.033936 453.493439 334.409271 307.961700 672.707031 326.062531 339.739624 858.896423 1208.864624 844.126343 642.808960 603.082092 482.393860 631.777954 1165.380249 471.992584 515.884888 562.067505 452.480072 275.677094 648.470215 816.882812 273.813141 1041.053101 629.812866 515.884888 589.046753 336.633118 427.408600 661.715088 525.593323 754.836243 353.994446 624.471313 479.537781 465.750031 713.602905 457.592834 192.842682 910.555664 203.707062 564.811218 635.745117 378.122925 357.431274 581.852905 545.046631 402.954865 716.760437 345.242645 745.114319 603.981567 514.573853 538.523438 367.486053 574.832703 437.332214 447.480286 468.986267 472.267822 492.364288 955.117065 690.485291 767.714905 543.218811 489.389282 518.195312 461.503876 495.982391 362.551147
Conv_284_param_0 214.952026 268.014313 258.106842 309.609802 259.595917 240.053146 105.405952 189.238144 427.183197 223.740143 355.860840 270.340210 241.340668 306.099487 299.312378 266.427399 314.173492 325.276825 235.996292 348.510864 188.709061 405.781219 330.048615 457.851471 243.957596 235.996292 330.857544 378.830353 302.216156 313.929932 436.624969 358.063354 201.077286 281.620056 180.146637 289.470795 354.614380 304.031250 284.388794 194.884323 201.577728 232.741180 305.176819 214.838013 414.079407 371.531799 386.790497 193.026520 373.588226 244.104675 261.946747 418.141083 204.736923 217.842728 157.453217 142.194397 153.980850 261.439392 119.671883 276.052917 307.260742 227.128250 342.324310 297.553009 212.470963 169.160248 259.929169 283.195557 234.086502 314.417419 269.261719 208.639694 220.691910 146.621887 196.778244 189.770218 204.220703 363.201477 275.864899 467.362518 394.707245 301.092682 193.210709 403.356232 267.837067 283.592194 437.332214 173.360291 243.957596 190.126587 315.151459 365.826233 409.060242 276.807678 162.507874 144.117310 282.997650 306.795166 310.797882 124.529411 196.206223 338.038116 323.975708 271.609406 143.810242 327.380493 373.588226 361.580048 202.586121 247.385254 221.537018 343.777283 282.208801 266.778412 221.053299 279.289398 276.052917 236.271667 208.639694 246.182144 367.486053 434.051056 293.031586 387.160278 429.448212 101.853531 341.170715 493.263885 189.415176 235.447479 386.053040 260.430634 151.674026 251.690277 121.539505 279.482147 381.686768 394.707245 446.493530 156.722000 228.280518 206.406540 252.003525 275.677094 266.602783 310.083954 252.474854 404.767273 245.584991 275.677094 376.715942 310.321564 261.439392 155.997543 230.751938 199.590759 355.236542 198.029160 135.079941 200.480011 284.989197 236.409592 529.718323 159.688339 301.990784 227.255692 363.527496 192.659210 271.791718 226.746719 254.377914 410.719696 325.015747 220.691910 444.777191 581.852905 182.254562 249.212082 207.145599 437.332214 215.983810 181.927063 243.664047 281.424347 323.716736 193.395248 426.508301 298.650177 114.140259 245.584991 302.894287 146.941086 266.252228 293.882172 297.771790 199.296082 263.480591 125.455284 148.885895 257.614288 266.778412 243.957596 293.243774 210.921692 201.177170 180.790024 150.434494 279.482147 376.715942 381.686768 238.357651 299.755463 377.770203 323.200043 350.319763 399.378357 353.685272 145.882431 214.156357 399.575348 358.063354 258.766541 297.553009 212.470963 321.149597 258.766541 321.404480 188.709061 323.716736 294.309326 239.061188 301.316681
Conv_286_param_0 143.935165 41.891232 180.373169 46.428185 111.058792 86.661774 86.545135 18.456669 34.608738 22.358498 81.344765 101.025978 73.489182 72.129036 62.008713 52.880783 26.054714 59.650311 24.265297 24.083534 86.197098 32.296856 53.275093 59.047783 114.012474 72.947289 43.892857 31.614079 45.220139 77.520241 64.952560 36.535816 101.745316 39.742298 83.348068 43.243465 36.744591 76.825615 44.654884 57.413425 23.904474 67.937706 99.927017 79.435493 32.296856 46.394688 45.411751 30.360264 26.549562 122.365433 60.606068 45.604992 69.143051 74.124535 102.884865 36.145607 19.298632 94.632874 152.106522 58.670654 68.189857 127.269737 34.203743 27.223978 77.240883 68.553345 61.889355 83.564697 47.142990 50.473339 130.102249 34.405048 114.012474 110.962967 111.831367 74.727524 97.428841 32.641136 46.161549 50.672211 52.880783 58.993610 112.417892 21.250177 103.882133 25.557646 38.116798 167.346878 54.679451 105.935806 73.573265 25.436329 38.806900 16.059700 110.202293 128.670410 25.803787 28.579128 47.773430 127.522141 60.549000 49.236629 64.756332 45.540394 137.841446 26.353704 50.473339 26.748350 109.173241 84.056259 109.732147 19.035831 51.319263 117.987221 56.855026 67.052177 39.066246 119.190063 153.102478 100.316750 49.770153 23.763132 60.435184 55.721870 36.044304 96.478676 49.425854 22.948977 174.617889 43.536247 39.914982 71.887131 89.000740 90.060272 117.234337 105.501289 36.934540 93.667931 25.783094 93.192802 78.754486 83.891762 19.069702 80.178352 28.477873 40.189400 125.591866 63.446510 56.754669 59.429794 24.656073 72.454124 57.722656 126.643105 25.845274 151.658112 24.580671 20.959270 107.981598 206.762192 69.068779 80.078499 30.246019 94.912231 41.891232 31.660776 59.984180 91.016327 82.598633 90.887688 35.644699 41.836720 15.281139 75.918579 20.544102 32.199818 130.564545 60.152512 156.075333 38.116798 129.512665 23.640821 32.103363 70.974655 52.578114 106.815681 77.990341 36.003941 71.092354 90.567657 58.192795 98.097694 112.614777 58.724236 37.385487 103.714577 54.679451 50.394226 144.908249 24.580671 183.985794 66.531853 116.914612 127.018341 106.110626 146.309525 169.553162 88.389053 45.251961 79.533752 47.773430 51.607574 42.754677 28.503119 54.866074 32.908413 21.812428 92.389420 83.619034 38.736771 47.421120 68.699829 97.724983 94.702560 50.119282 36.432316 26.972752 85.113220 41.193489 104.898918 42.754677 29.202106
Conv_287_param_0 510.358704 819.361938 530.759705 464.148621 378.830353 488.209351 548.367859 465.482361 543.948486 515.884888 659.559692 449.466858 494.468414 370.512024 357.747040 573.205444 598.624756 641.790283 184.748932 464.947937 660.635620 570.379761 423.165741 747.176453 429.904053 500.271332 301.316681 509.075623 272.523315 246.782227 622.073181 328.176361 441.624451 532.504456 544.680115 388.273865 382.407593 565.600037 244.842590 516.542908 430.360931 423.165741 545.781189 567.581848 510.680511 515.228577 481.533478 419.223236 319.881226 496.286346 299.091309 523.216614 581.018127 434.983490 336.633118 143.504486 371.872925 488.798615 640.774719 607.150879 542.854736 550.604553 458.889130 623.509827 436.860443 366.157013 413.867798 361.580048 349.412994 504.635040 450.466797 378.830353 339.454865 372.900238 306.099487 380.253174 491.467987 500.890106 397.613770 222.022827 347.613434 261.777405 421.185272 486.449982 403.959747 362.226868 698.223511 417.494476 326.852020 470.621307 421.623810 406.596008 407.619141 530.065002 550.604553 223.616577 447.727631 287.416351 466.017975 511.971741 546.886719 537.808289 274.555695 553.994019 467.362518 366.157013 282.405609 309.846710 360.614105 651.600403 484.123871 403.959747 480.961578 494.166748 516.872559 428.539307 404.363098 254.537811 538.523438 487.328094 344.948608 347.017670 275.677094 201.577728 325.276825 294.737732 579.355713 497.811493 252.947937 309.846710 285.793671 623.509827 493.564453 246.032593 408.853760 170.873260 247.536453 786.348816 229.704834 686.971436 344.655029 322.171570 294.737732 424.274109 519.858337 451.471161 395.478149 376.365845 380.968628 245.733994 604.883667 306.099487 431.967621 215.524017 264.168060 363.854126 294.737732 223.123779 250.755188 434.283813 386.421417 419.006348 709.228760 455.790253 299.977509 361.903137 675.512329 397.613770 376.365845 354.304138 592.927734 573.205444 409.060242 910.555664 653.704041 323.716736 301.990784 458.369720 467.902527 260.096100 374.625031 250.135666 234.357422 468.443787 392.793030 371.872925 232.741180 462.558105 229.704834 351.536133 321.149597 219.020889 346.720581 532.154602 573.611389 432.198120 422.063171 549.111389 282.012268 216.793182 338.320496 361.257477 263.995850 480.391022 305.406982 176.534286 299.755463 632.271118 641.790283 600.399719 306.331055 534.613403 283.195557 247.536453 365.166473 450.466797 270.701630 484.703339 785.586060 372.557159 529.718323 247.385254 295.167389 608.519409 402.354340 228.023438 454.001831 283.989929 317.125793 268.014313 349.111755 205.672745
Conv_309_param_0 355.548431 255.179352 234.357422 199.590759 418.357086 372.214752 285.793671 112.930748 219.258057 207.676743 170.441772 194.136932 150.434494 179.826660 318.622833 243.810745 237.658249 262.626221 277.186615 215.524017 141.597778 210.155487 281.620056 208.747238 266.954285 138.593307 263.480591 299.312378 198.223022 417.494476 165.158905 263.309265 314.661743 283.790924 130.467026 296.030426 296.463867 163.294205 239.768890 235.584442 311.036591 210.155487 247.234207 265.902588 246.182144 276.241211 197.353622 143.708176 237.101654 251.846786 219.376831 199.886307 276.997009 301.541046 516.872559 212.805908 344.948608 293.669067 225.233398 279.289398 209.070541 225.108185 389.019836 296.246979 218.902512 144.219955 372.214752 252.474854 235.858856 106.012993 221.658264 178.086914 210.592636 214.156357 288.234619 306.562958 403.356232 276.997009 239.627014 252.474854 246.481827 172.621323 300.645599 312.959534 244.842590 228.023438 189.415176 149.215042 114.333603 163.690247 233.546509 299.091309 232.074310 317.125793 226.619843 207.889969 290.092865 244.251892 444.777191 246.631943 222.510803 310.083954 293.456268 276.241211 235.310654 236.133911 185.936462 211.915054 136.353409 351.536133 235.037506 247.385254 221.901184 122.866997 262.967285 220.451630 187.659698 267.130371 229.444565 152.129852 397.613770 185.595627 224.733429 288.029602 149.545654 307.961700 204.944153 238.920151 328.976135 159.061127 468.443787 221.779648 200.281708 164.889923 289.057556 242.933212 202.789001 201.778595 246.481827 106.068527 252.003525 237.797791 180.467758 243.371185 120.240395 257.614288 251.221878 224.484283 199.002274 321.404480 258.436279 165.428772 387.530731 299.977509 240.053146 317.374329 241.053345 258.106842 315.888977 298.210327 413.234314 228.151917 311.036591 237.101654 364.837524 235.447479 238.077393 210.921692 248.447617 292.608124 258.436279 311.275665 363.201477 149.766876 164.889923 239.202377 289.677856 282.602692 177.307190 215.409393 289.470795 216.561310 194.323242 222.388596 175.920776 224.983139 175.768066 211.804199 191.928726 295.598297 237.101654 292.819702 166.791458 208.854889 223.369919 188.885101 177.152069 157.086746 148.449280 181.927063 280.255798 254.218231 335.517517 162.247452 235.996292 251.690277 282.208801 362.551147 230.883484 217.608612 231.015182 301.990784 207.570297 166.517120 273.813141 244.694641 195.072083 257.942444 209.286636 158.067780 109.866974 162.769150 410.095825 264.168060 185.425659 218.312485 412.602783 173.806717 224.235672 221.901184 368.489197 216.329941
Conv_311_param_0 79.829964 72.210037 28.055428 96.914902 76.278809 36.145607 77.473541 40.723900 88.755058 87.013580 72.617767 143.854675 71.171043 77.754578 39.018833 101.184952 75.517365 93.463722 94.079056 52.621143 80.128395 89.620964 59.429794 56.754669 35.023441 76.779747 65.315430 14.404802 118.312859 33.162991 46.294483 99.309708 44.716995 86.486931 42.754677 107.261116 68.189857 37.363762 86.139366 63.477829 44.592953 86.603416 38.830338 109.080643 81.344765 70.008751 96.334137 54.959858 99.617409 93.192802 36.206665 72.372574 66.912628 105.070328 61.475182 69.441727 26.726116 67.157219 138.063416 62.673527 88.389053 77.194527 38.643650 107.350647 86.370773 47.491165 60.606068 76.460213 86.778732 54.632996 53.541245 56.061932 46.765842 29.714897 31.413305 112.812347 29.992090 29.043829 39.939774 92.389420 75.384567 35.664467 29.388956 53.452232 68.883812 36.515068 83.619034 55.148403 61.948975 48.974133 48.311825 142.895645 89.558548 81.037224 72.988693 94.147926 57.516129 88.816353 54.866074 73.405296 44.716995 41.891232 65.018234 58.351212 53.765079 48.095016 87.845680 107.171730 40.189400 76.642471 56.159859 73.071632 157.605484 82.704872 102.393364 37.062267 67.474327 108.254272 72.782158 67.262589 28.758064 53.585865 42.697899 55.101147 66.635269 130.763672 73.742012 110.202293 93.395844 75.873787 26.012554 35.311935 44.103592 29.632734 56.955746 86.254913 60.720528 41.193489 51.034157 66.428757 88.449844 76.779747 65.548454 70.974655 50.872658 49.501953 88.328346 74.039192 29.122751 47.631882 65.515068 97.061188 42.000675 95.689041 50.953278 35.004375 47.951553 48.603962 65.816826 63.951305 68.736542 85.226028 53.945503 80.128395 63.321552 22.142920 65.951836 72.454124 101.745316 63.477829 66.428757 97.576691 69.705193 80.732002 129.122559 98.775780 64.431900 62.008713 48.420959 79.681587 64.788956 22.188765 68.553345 134.384613 64.142677 74.727524 69.329422 73.363419 95.974678 39.644291 42.897289 54.494099 73.954041 39.890221 114.418213 86.370773 28.327330 65.381836 54.309994 81.241989 56.061932 72.331879 75.296295 55.195744 62.490803 73.615387 26.571501 31.184790 56.356735 46.868103 60.265266 96.769051 82.281555 87.249710 28.055428 83.727913 68.226036 34.590122 45.379704 80.178352 67.651802 58.035233 70.276543 90.440277 34.131123 65.615341 40.595352 81.602837 58.457306 124.497658 69.742989 74.424812
Conv_312_param_0 469.257965 339.739624 657.418274 649.510254 590.765320 701.853821 532.854797 472.819183 741.024048 446.001801 466.286285 397.029053 462.294128 221.779648 873.249939 458.110443 555.895142 629.323486 613.590332 990.145813 894.960571 744.429504 494.468414 523.216614 755.540405 1003.642273 382.407593 700.639526 709.850403 301.990784 676.640991 333.857910 438.278839 991.357788 688.138733 626.888000 262.626221 781.040771 386.053040 281.424347 415.779938 453.493439 520.526550 696.422424 470.075012 656.885071 394.322937 514.573853 505.895874 438.753662 401.556396 530.412109 583.529724 395.092316 321.915466 354.614380 534.260742 840.185974 547.996826 394.322937 487.328094 347.613434 445.511169 461.241028 687.554565 470.075012 616.861572 612.198975 469.802368 772.842834 361.903137 824.365662 475.595581 343.194611 426.508301 331.942322 241.772903 323.458191 657.418274 210.592636 671.035034 471.168884 555.895142 408.029846 151.108078 357.747040 560.899780 414.291199 340.024872 536.383606 700.033936 682.341431 479.537781 430.132385 289.470795 445.511169 326.588409 446.001801 507.798920 324.494904 368.824799 428.312714 356.801453 516.213684 444.289246 427.408600 305.406982 159.940613 457.592834 577.291016 364.181335 608.062500 385.318420 326.062531 609.435120 526.276306 379.896484 734.972107 885.663513 433.122620 390.144165 698.825989 258.931976 355.548431 1040.384399 391.653412 287.008972 272.706818 551.354187 452.480072 318.372375 352.760986 525.934570 327.380493 354.925201 393.556488 360.935516 653.704041 321.149597 401.755615 685.808044 416.207245 375.319397 523.893494 853.016602 722.514954 581.018127 654.232056 494.468414 549.856934 379.185059 1136.756836 642.808960 701.246155 424.941925 420.310974 626.403137 398.396118 462.294128 293.882172 435.919983 532.504456 254.537811 494.166748 407.619141 230.096390 404.767273 278.138489 221.053299 555.133179 246.932693 821.856201 372.900238 413.445251 446.247559 561.288513 695.226868 462.558105 523.216614 339.170563 838.880676 538.165649 629.323486 651.600403 539.240540 666.068481 667.715820 1025.888916 597.300354 371.191254 888.091309 693.441162 427.634247 793.280334 544.314026 395.092316 809.130127 338.886719 272.890594 473.371857 471.168884 292.819702 749.943726 477.840302 326.852020 647.433472 1077.763550 311.515106 327.645325 399.575348 653.176819 624.471313 419.657654 347.315308 325.538300 498.731110 343.777283 367.819855 359.015625 492.963654 345.242645 243.079010 804.708679 248.905746 207.251602 246.481827 745.800476 427.183197 670.479553 507.480774 678.341125 415.353485
Conv_334_param_0 221.537018 259.595917 192.659210 214.496643 176.842636 127.912079 150.322800 160.447571 204.840485 196.969666 155.518295 345.242645 257.778259 186.966599 284.388794 195.637497 200.977493 184.244598 191.928726 247.083374 250.290253 123.843918 328.709137 288.029602 208.532257 294.309326 277.566589 198.320084 262.456024 182.748032 209.828827 283.195557 197.161469 168.316559 126.553009 206.722626 217.842728 221.537018 317.125793 414.079407 198.126053 254.218231 244.990707 127.670128 313.929932 224.359924 284.388794 288.029602 271.791718 216.445541 225.735580 333.034241 211.582870 174.105606 88.190247 162.638412 341.746521 320.895142 352.760986 207.889969 86.458076 126.553009 299.533752 261.608307 156.238297 97.068466 199.492432 340.883545 244.990707 230.096390 331.670471 111.746590 263.480591 266.602783 162.900101 188.709061 235.858856 320.641052 260.934052 293.882172 235.174011 160.067047 140.614456 261.946747 201.879181 276.241211 216.329941 168.037201 192.476074 276.807678 258.436279 350.623077 196.016281 243.079010 109.569710 87.277939 357.116089 233.008987 369.161011 265.553864 325.538300 184.917648 256.797485 335.517517 252.160431 349.714691 352.147522 265.553864 130.719696 237.518860 172.621323 116.170288 216.677170 300.422577 179.190109 175.311539 457.076355 457.334412 241.484589 297.334534 184.917648 271.791718 184.244598 277.566589 153.397583 353.068573 218.784241 285.189880 134.989883 247.536453 332.487396 180.628738 282.602692 140.810028 141.006134 347.912079 272.157013 158.191269 171.162155 72.679405 403.356232 225.358734 320.895142 258.931976 236.962921 228.409256 96.697624 143.708176 155.160782 133.301392 222.388596 189.592529 161.729095 220.812225 152.818741 251.533936 131.997925 125.688904 165.024307 147.907089 193.026520 210.592636 208.210617 142.194397 289.885223 287.008972 233.143143 225.484207 136.170029 222.633118 265.553864 282.602692 232.473969 215.868668 224.733429 310.797882 236.133911 229.704834 194.136932 259.762421 224.858200 330.048615 223.000900 216.329941 98.008141 106.068527 365.166473 165.428772 413.023621 107.647438 225.484207 248.905746 194.136932 213.591599 234.901184 307.260742 108.804306 212.137054 218.430222 155.160782 211.251770 146.834534 328.709137 362.876038 272.157013 201.477432 293.669067 298.430084 157.453217 259.097656 264.859161 210.046494 136.537308 230.096390 300.422577 250.135666 129.964584 283.195557 224.608795 202.282532 112.742104 174.706497 385.685364 226.240036 127.268906 236.547699 212.582489 176.380493 182.583237 201.477432 226.113693 185.595627
Conv_336_param_0 65.715927 40.164295 34.331573 108.895912 84.498077 127.206802 66.394463 113.609612 88.449844 74.167290 42.840134 25.157682 44.469597 79.044914 111.154770 85.056923 84.609253 113.309319 64.431900 42.193592 71.368523 65.749527 63.761070 102.068314 161.464005 102.474953 91.861481 104.472847 117.555824 82.492668 36.913338 71.053078 58.351212 82.864738 40.139225 46.697922 22.802496 94.355156 67.333023 81.758469 71.606941 113.509338 69.705193 31.245401 91.534569 53.675323 31.397966 126.830452 97.207924 105.414818 92.722473 71.131676 125.591866 70.199821 71.053078 39.742298 87.308945 67.122169 102.802620 36.598198 42.840134 44.043175 69.970665 22.142920 54.309994 91.599770 82.918167 41.219894 57.107494 82.864738 69.932610 48.788345 44.500370 77.660675 72.576790 127.966248 77.566994 143.054596 82.704872 92.323097 91.665062 31.367334 44.685917 85.169586 82.811378 27.788692 108.254272 70.469086 27.909306 31.413305 85.966629 49.086288 83.348068 69.667427 35.963669 62.188625 32.774227 76.460213 64.399635 92.256866 75.561737 84.776581 27.669121 45.799885 39.939774 54.401890 75.032715 166.050446 75.252235 92.722473 84.553635 43.243465 80.378799 65.249153 91.469467 96.987991 84.888496 62.248829 55.721870 66.808350 86.428818 86.895996 70.353432 25.118374 39.865494 48.603962 84.664955 73.869080 86.312805 132.039093 69.329422 106.286003 64.528885 38.806900 36.391079 20.583559 64.723740 28.732368 43.040852 135.517471 57.107494 94.982330 48.825390 93.192802 129.708603 92.455841 82.864738 37.083645 39.964596 71.289398 31.367334 92.789375 104.218857 76.505699 38.666889 43.595280 46.029377 95.903107 44.967159 37.429008 83.132568 58.298309 74.727524 34.871494 72.782158 63.197086 29.632734 78.370552 75.606155 127.206802 86.954750 55.915684 94.216904 49.198956 107.981598 73.826675 91.599770 74.988968 56.307388 89.124100 67.651802 65.581879 53.319267 134.454865 84.111237 60.040180 78.562050 111.734200 30.974487 49.501953 84.387184 116.385590 70.314964 148.334579 33.352196 75.918579 47.142990 84.664955 97.134499 57.567623 62.949619 125.960899 67.227432 25.639170 115.341766 71.846970 64.561279 88.510719 102.720505 62.128540 72.210037 92.923462 34.058811 51.566189 67.297791 107.710281 46.868103 41.728123 77.333778 45.702229 35.409161 120.305023 33.009773 65.648834 67.438950 65.249153 87.666031 146.894424 96.046356 89.496223 69.217476 93.599762
Conv_337_param_0 309.373291 294.737732 489.685181 487.915192 629.812866 492.065186 391.653412 507.163025 398.592163 407.619141 434.983490 414.715454 477.277130 625.435730 574.425049 480.676147 510.680511 689.897217 562.848694 323.200043 518.859253 723.806274 395.092316 604.883667 411.345490 411.973206 644.856079 460.454407 325.800201 332.487396 439.706451 538.523438 427.634247 455.533875 451.975037 611.274963 336.353516 536.028625 551.354187 540.680420 481.533478 409.060242 439.229523 377.066711 543.218811 471.717712 351.231262 316.382538 444.777191 346.424011 576.879822 350.623077 341.170715 461.503876 429.676025 399.772614 584.793701 377.418121 681.193665 662.798096 451.722992 443.074036 363.854126 439.706451 553.994019 666.616699 769.173096 275.677094 258.931976 451.975037 680.621277 632.765076 365.826233 345.537231 610.353638 237.797791 426.283844 450.717468 463.882751 434.750031 478.122375 468.173004 685.227783 503.067871 568.777588 446.493530 581.018127 481.533478 178.715637 648.989807 462.822479 578.941589 225.233398 358.697632 362.876038 316.382538 806.712463 358.380219 348.811066 503.067871 517.533081 811.969177 401.954987 449.716400 957.941162 432.659882 280.255798 459.931427 430.132385 497.811493 687.554565 608.062500 489.685181 567.979858 651.600403 319.125000 662.256165 289.057556 358.697632 380.968628 223.000900 321.149597 525.252441 379.540436 539.240540 495.678894 282.800018 246.182144 253.899460 152.358780 482.393860 207.039703 247.083374 256.147797 478.970581 524.572083 362.876038 351.841553 256.634766 174.706497 376.016388 348.811066 603.531494 743.063599 308.196075 292.608124 443.559296 694.630615 304.488464 596.420654 366.157013 330.048615 421.623810 248.143173 262.116272 392.793030 428.539307 363.527496 387.160278 389.393860 390.520386 441.865417 387.901947 358.063354 597.300354 419.657654 132.084030 249.673035 232.607483 390.144165 734.972107 397.613770 562.457825 534.613403 529.026306 743.063599 183.244186 508.755829 357.116089 672.148804 578.115112 418.357086 217.025528 256.797485 577.291016 289.677856 403.557190 316.629883 502.132233 315.888977 397.809082 499.038361 661.174927 763.373535 454.256500 286.602722 594.232788 288.029602 389.019836 593.362122 463.087067 330.587463 532.154602 607.606384 183.078506 202.080673 482.681335 529.372070 316.877655 623.990173 351.231262 398.984863 489.981415 204.014923 425.164978 320.895142 473.925842 323.458191 682.341431 547.626282 693.441162 365.166473 613.125916 571.991028 235.310654 571.991028 669.924988 344.655029 438.278839 288.029602 510.037323 301.990784
Conv_359_param_0 331.128082 327.910645 382.407593 351.536133 144.219955 309.846710 184.077118 154.568558 262.626221 161.471146 135.895859 375.667572 452.732971 293.456268 234.357422 219.853226 295.814178 269.799896 284.189209 354.925201 229.314621 285.189880 289.885223 210.155487 370.173340 355.860840 340.310638 320.895142 205.777252 370.512024 263.138153 279.482147 225.861496 290.717621 366.488373 148.776505 366.157013 189.061462 274.369659 160.193680 369.497864 268.725708 260.430634 263.823853 233.411911 321.915466 94.974121 324.235107 355.860840 463.351959 288.645508 302.216156 258.766541 184.917648 187.139389 337.474701 230.883484 219.258057 278.712769 224.733429 327.645325 276.052917 314.417419 370.512024 331.670471 301.990784 172.327515 309.846710 261.102295 267.837067 230.620514 323.458191 235.858856 239.627014 166.791458 305.868317 283.989929 353.685272 362.226868 319.376678 297.553009 188.357971 196.778244 268.547516 229.184860 266.602783 394.707245 333.034241 285.995514 187.659698 312.235657 111.439087 247.083374 251.066116 303.121002 165.293732 248.295303 310.321564 263.995850 320.134094 184.077118 374.625031 241.484589 247.991196 247.234207 268.014313 243.957596 130.635361 351.536133 235.584442 232.074310 183.909927 305.406982 391.653412 291.554840 321.659760 217.258392 286.400024 249.519180 215.524017 352.147522 273.813141 267.306702 218.194839 173.508835 371.531799 296.463867 323.200043 344.069366 380.968628 190.663681 271.064026 246.182144 447.480286 206.406540 465.750031 273.998413 222.388596 465.482361 262.796661 249.365555 371.531799 283.989929 174.857346 205.986603 257.450500 296.681061 139.548462 209.611618 200.778198 243.371185 172.034683 201.979874 181.927063 290.300812 252.003525 394.322937 670.479553 214.724106 321.659760 291.554840 182.748032 199.198059 299.533752 244.399307 350.623077 314.906433 368.489197 240.623672 215.983810 392.032562 207.996735 354.925201 270.340210 346.424011 224.484283 374.625031 413.445251 398.788422 230.227203 303.575439 216.099060 242.496780 409.060242 257.778259 191.565582 287.212524 258.766541 277.756958 278.904694 275.302277 234.901184 263.823853 271.064026 165.024307 225.484207 236.133911 420.747681 200.380829 144.117310 209.178543 258.931976 223.863815 309.609802 304.031250 268.904144 376.016388 208.317703 205.672745 299.091309 211.031586 184.412399 287.824890 285.995514 271.064026 480.676147 286.602722 342.324310 317.374329 256.309906 328.442535 148.885895 176.380493 174.405533 237.518860 160.320526 326.325256 229.574631 184.244598 161.085785 183.244186 328.442535
Conv_361_param_0 52.837334 79.435493 59.102055 49.847317 82.651718 70.391937 74.858017 45.315742 142.184708 94.285980 90.695396 82.019180 38.760120 113.509338 101.025978 43.098549 85.680267 64.658661 66.121376 19.521263 76.008324 88.328346 76.733932 118.969543 57.516129 35.099911 27.177952 43.803162 91.469467 64.788956 58.831692 115.135246 80.630768 109.732147 74.814468 69.516792 86.081703 51.566189 81.293350 37.626118 154.203934 106.461983 89.000740 63.477829 56.258121 57.311085 91.665062 84.001350 70.199821 65.850525 67.438950 61.592945 95.760300 81.810478 72.088608 37.363762 87.072495 76.369400 55.673626 84.166283 78.610069 50.002361 98.247566 114.418213 89.997253 77.101967 72.699867 105.935806 85.966629 98.699982 64.496529 113.810684 90.376724 49.540092 64.174690 84.720734 59.320141 131.364731 61.948975 54.725986 76.188431 127.966248 63.603401 55.053970 48.493996 55.433655 78.037666 58.831692 62.949619 76.278809 50.832439 69.894608 33.473732 51.941067 63.197086 81.654648 82.228943 66.704391 62.795933 41.512611 113.110001 23.315096 61.124557 37.105042 92.124695 135.374817 55.053970 86.254913 128.285355 45.832531 62.128540 40.114185 34.478840 53.990799 62.128540 73.279816 67.052177 88.086349 41.405689 64.046844 23.815941 17.832233 97.650780 86.661774 106.638535 26.033617 18.022152 46.161549 27.574202 27.812731 69.105896 101.987366 54.494099 68.226036 61.711166 88.026054 84.056259 91.795906 23.264486 42.528461 69.742989 35.863377 72.007881 101.504395 72.250603 73.279816 50.354767 151.301270 41.140778 48.023178 101.584579 51.401310 26.246138 127.332741 69.554390 57.260048 28.630024 44.592953 68.994675 70.314964 100.867508 46.461731 89.997253 23.675640 119.522369 92.923462 93.395844 54.866074 50.912933 75.517365 63.352745 63.887764 149.541946 34.240170 38.877289 43.330887 33.719475 41.193489 63.042194 62.551594 51.115292 32.151520 84.276588 64.723740 101.105408 105.501289 116.070465 44.873020 47.108452 57.670883 137.767624 21.797640 77.380310 113.409233 68.589905 80.782707 40.853264 85.737381 87.013580 74.381767 65.116997 74.252930 56.855026 50.672211 62.918823 59.047783 23.922260 65.749527 131.836060 96.046356 125.225006 44.438862 66.087395 68.883812 134.244339 29.714897 205.441010 66.912628 97.948265 101.105408 55.818611 44.716995 45.963570 36.165939 113.309319 152.286652 18.649372 149.803223 109.545204 50.080250 91.145340 58.670654
Conv_362_param_0 342.324310 417.925323 289.057556 492.663818 338.038116 512.944458 401.954987 494.468414 405.781219 219.733948 556.276978 517.202637 341.170715 682.916748 463.882751 205.151810 353.068573 507.480774 392.032562 389.019836 481.247345 339.170563 412.392700 316.877655 407.824432 396.446045 392.793030 464.148621 588.191223 269.082825 320.641052 297.990906 477.277130 409.888306 613.590332 509.395782 566.391113 469.530029 673.826355 187.485931 538.881775 158.811615 285.390869 440.184387 298.870605 306.331055 380.610565 374.625031 509.075623 667.165833 346.424011 461.503876 438.041779 420.529236 521.532043 435.217224 455.277832 478.970581 371.531799 269.261719 388.646484 463.882751 353.376648 388.273865 459.931427 349.111755 439.945282 400.960022 583.109680 321.404480 501.821136 347.613434 685.808044 476.154785 618.274231 450.968414 594.232788 632.765076 266.778412 596.860168 499.346069 495.072906 426.733032 431.048035 353.685272 460.192780 184.917648 507.798920 410.303619 398.004547 374.625031 484.993561 533.556824 244.546890 363.201477 380.968628 235.858856 270.882690 316.629883 213.478989 342.035187 219.614761 367.819855 228.151917 238.498016 252.790054 393.174408 346.424011 436.154694 244.104675 364.509125 497.505707 410.719696 327.116028 283.989929 414.503204 452.227386 291.554840 409.680969 772.106079 423.386993 308.665894 510.358704 378.476288 263.480591 347.017670 395.671356 265.553864 323.975708 382.769043 451.975037 655.821289 519.191833 404.363098 409.060242 550.979126 204.014923 266.077301 421.404419 326.852020 235.310654 573.205444 175.920776 489.981415 441.865417 610.813965 373.243927 335.239777 334.409271 332.487396 638.250000 291.135620 621.119080 286.805695 378.830353 545.413635 623.509827 488.798615 289.885223 317.872559 399.575348 699.429382 415.353485 501.200043 439.945282 454.766571 458.369720 407.209320 270.701630 291.554840 430.818787 314.661743 468.443787 224.608795 295.167389 701.246155 557.809387 405.375031 330.048615 313.444000 299.091309 314.173492 288.029602 529.718323 507.480774 470.621307 250.910568 503.693573 406.800262 348.211212 243.079010 621.119080 199.985001 478.687531 416.635406 306.331055 183.410156 570.379761 245.584991 315.642761 453.239685 411.136688 450.216370 254.858170 318.122253 513.594971 405.984589 214.156357 392.032562 274.741943 198.709335 515.884888 351.841553 390.897369 396.252106 409.473846 506.528656 318.622833 271.427368 792.892090 459.409668 387.530731 494.770508 309.846710 310.797882 279.482147 643.319519 328.709137 232.074310 305.176819 392.793030 310.321564
Conv_370_param_0 376.173431 268.561035 380.164673 173.233765 290.517731 440.764984 668.687805 517.097107 258.393158 160.915512 163.609680 423.612061 371.300720 346.467529 289.344727 365.306915 491.952179 137.019196 228.098801 158.075821 121.596786 177.966156 237.813171 578.300232 295.916199 225.822601 143.994049 282.872528 340.432495 269.065216 281.575806 301.519104 389.815247 198.874298 200.731201 431.476410 609.017334 237.813171 214.447006 179.902191 216.389648 243.883301 285.312714 317.084259 335.125671 257.619080 222.895920 270.759583 681.404541 168.614212 575.590698 105.023506 256.543091 257.619080 139.962967 158.659134 191.607056 334.343903 217.925095 550.532959 238.208450 271.786499 377.163391 308.219513 156.465149 257.773529 293.492310 339.894257 350.135376 172.400253 166.653580 195.973663 231.912735 295.103821 176.650055 296.938019 230.916336 221.517899 253.967056 338.556091 483.108154 296.324066 244.716141 362.534790 229.070969 691.820129 210.767746 248.823059 296.528442 305.157013 243.193573 274.738800 194.907623 407.165009 326.473969 208.519028 413.429077 415.025330 300.675690 385.619965 225.941269 171.028732 312.021942 302.793121 290.321564 255.932281 312.475464 551.592346 126.609604 160.674988 248.823059 395.553131 399.968597 357.709015 217.704422 473.531097 148.674347 476.153076 343.698029 401.087891 158.893661 290.910858 353.590668 272.821228 278.295288 193.853134 184.218613 324.013733
Conv_376_param_0 271.429108 226.702484 341.987457 425.024292 240.976852 542.508423 261.157898 359.510284 333.058960 252.238785 531.213318 314.638672 254.065506 302.432861 283.683655 780.327271 324.334778 222.039322 326.346161 365.757233 245.616409 253.759201 516.547913 312.073059 592.104858 668.763367 305.727325 429.140198 456.106781 438.984924 245.044540 185.456635 210.073135 272.306946 469.589020 213.482025 651.177979 301.998962 478.665771 322.595062 363.546265 433.113739 491.806732 711.125916 380.983307 591.273254 585.924255 297.097046 501.472961 699.894531 517.500366 615.477417 399.039368 365.122772 480.030243 265.104858 300.919617 620.466553 378.244904 314.638672 305.283936 229.796143 418.267822 356.466156
Conv_379_param_0 158.118439 119.550362 184.691574 159.257019 109.829002 213.560104 91.015709 117.799286 221.861481 188.128159 197.692230 187.629410 160.121750 109.692833 144.083496 159.400482 110.930740 125.574547 110.308319 103.956841 153.856110 93.319901 185.465958 92.345787 156.026932 114.077721 139.099472 185.077972 115.417183 90.088867 90.088867 133.737366 193.054596 110.239578 105.380905 86.988464 248.503571 90.828819 159.832458 89.677917 124.601784 157.275146 92.635880 129.622375 121.105087 78.358963 67.071472 102.988670 85.890549 185.855606 80.497971 106.458809 72.454765 174.062500 113.638115 145.985596 85.393112 95.126099 67.224365 222.000671 230.533585 257.922058 92.345787 72.573639
Conv_382_param_0 295.270569 113.117188 122.934502 197.342224 75.792549 87.980034 186.925323 217.177292 272.399719 257.022308 217.177292 107.489944 122.344604 178.422775 236.737366 146.785355 126.848824 92.446022 110.374954 151.135818 300.136719 131.222931 279.261932 102.975014 165.885590 123.172058 138.493286 95.492935 83.159210 227.242538 165.347702 173.093094 111.338928 111.533752 200.602783 197.189590 91.912811 106.769737 146.532257 217.362442 91.385712 197.648163 65.375931 118.039879 106.859238 105.707352 121.412445 159.453491 98.824081 216.807938 210.368103 127.419365 183.296997 116.635925 190.842911 143.967331 243.056381 300.490448 176.691711 78.936882 229.286087 57.894218 87.496956 244.454590
Conv_385_param_0 360.125366 424.167816 510.596161 283.111328 435.353180 284.450348 465.178497 242.085434 271.254211 557.598083 411.119659 483.059723 355.262909 374.543213 531.548645 282.731049 296.887543 573.160706 320.629517 280.844940 380.983307 220.990311 575.904968 446.670074 393.445374 484.728302 229.796143 412.327637 262.133575 416.200256 449.771942 229.420456 321.609283 396.036285 452.673706 426.315491 728.350403 844.083313 367.032715 351.114716 445.017517 298.572021 555.757812 637.858398 257.799469 362.919434 249.399612 262.952240 699.313171 282.351807 297.097046 460.346161 486.689667 415.994598 468.283173 189.633575 572.381409 738.572937 251.635696 346.206055 473.284485 602.700867 332.795685 438.527618
Conv_389_param_0 82.803787 243.143951 258.782867 343.725098 195.610168 182.532120 491.920563 487.839508 145.886368 248.196274 261.796082 111.695580 245.014282 173.579605 259.838409 237.848358 188.472534 201.700409 332.656464 333.527283 168.379868 163.342850 210.012238 179.615738 274.387848 192.458359 228.601852 223.521805 215.944778 340.358215 123.536613 222.480972 255.667084 176.464584 135.925415 138.185928 272.821045 202.985825 182.706635 283.127625 235.794128 197.225128 290.001740 167.935974 124.098137 180.463776 128.262512 188.938339 233.775101 93.958282 203.743225 291.995636 171.553986 354.237518 216.556534 338.549408 163.622543 253.295090 475.400848 289.781860 120.044685 188.286835 292.218872 271.079651 125.648346 224.045883 144.890930 143.047256 135.443756 161.275223 231.509567 184.292328 154.495667 271.464691 294.243469 128.781082 288.252106 189.312683 378.625366 283.337494 150.481216 311.255951 182.184113 112.883133 172.327454 118.702576 308.492554 404.468018 241.607010 330.928375 140.008163 158.994293 230.950012 197.021805 117.606857 359.569427 155.122681 182.881470 151.555222 396.290619 91.528328 258.432922 218.662628 221.964172 185.905777 204.615784 159.259293 503.918610 415.007904 188.658585 214.010239 110.214035 301.437134 339.451416 233.346924 281.874847 200.221207 373.811523 232.495300 80.433983 301.675049 120.195679 223.914627 189.406479 187.455750 328.652008 272.238098 138.285919
Conv_392_param_0 218.537598 148.608978 246.277237 229.287506 227.242722 322.278473 192.555298 138.586761 263.601562 131.709961 236.523697 338.549408 219.038574 293.340210 170.482727 303.833282 177.447662 296.756439 211.874878 160.732666 388.832428 270.312775 143.908997 272.044342 209.666641 206.049744 125.401016 252.792511 147.462311 336.167328 99.381775 371.811554 277.173523 267.475372 335.871948 260.369415 242.373032 315.625336 193.041565 246.118668 127.322548 177.777802 253.968307 290.001740 162.786316 281.459717 324.467133 223.521805 190.729675 146.221222 225.632980 239.187912 330.356354 198.660233 254.645096 180.123611 258.607788 268.226166 203.743225 178.275314 187.547745 264.148102 186.449890 306.267853
Conv_398_param_0 291.581055 308.372467 449.272827 467.837799 404.551941 528.344849 359.581329 416.238068 453.904480 545.059998 581.450623 357.311676 344.872620 770.181946 649.604309 201.658340 533.322510 372.073822 267.020630 221.249924 208.447464 251.433121 298.612396 423.127228 491.636017 252.072937 455.208038 383.971527 470.057709 590.989746 387.160370 604.513550
Conv_401_param_0 93.742538 83.214012 87.829468 69.440407 71.342049 76.549004 85.054443 75.124832 79.253380 121.078262 109.652679 100.321983 83.992920 109.207832 96.891655 145.512070 72.170860 95.686249 90.537216 123.674118 110.326767 72.364876 97.124710 108.839890 186.403214 86.465950 64.452667 64.555710 55.966183 149.554077 79.920036 68.093758
Conv_404_param_0 70.492859 98.069527 124.437759 89.799484 54.105808 103.733887 122.225815 91.926140 122.724434 75.348343 62.347832 82.987114 122.225815 144.109360 158.226578 160.334854 245.950562 150.226364 85.645065 284.471191 66.116104 117.798645 75.207069 213.542694 81.031189 109.094574 94.229691 192.838654 118.087639 77.234482 124.695663 63.265675
Conv_407_param_0 704.459778 360.562897 270.853455 420.433563 262.249268 278.271515 458.102448 437.854828 627.487915 392.529602 395.467712 323.212585 398.650543 265.588898 310.304321 518.663147 295.054840 295.494873 418.656738 254.828690 267.561523 415.365417 194.149246 375.600586 314.740784 247.661652 381.384613 357.957214 307.177216 296.600769 152.641998 487.402954
Conv_411_param_0 54.174690 113.638115 62.698277 68.632477 175.356339 78.707535 165.514069 83.934792 57.371769 94.264542 84.820007 105.443703 105.192947 81.536652 102.630241 58.240463 76.995010 98.242386 90.272720 114.077721 75.355423 124.077515 65.241348 84.901405 40.432938 69.277428 110.791824 97.862022 132.535233 48.661865 69.277428 106.394783 43.196907 95.588615 49.012337 25.943480 109.421478 64.906288 80.571281 81.461571 110.722488 67.947212 59.453812 82.989929 56.062908 95.847527 64.386658 64.716362 81.687225 69.061096 61.606728 43.515625 100.702637 63.645519 49.395462 127.935310 80.792023 160.557663 169.153473 115.116806 73.355942 102.392670 68.473114 42.614292
Conv_414_param_0 1104.726318 2330.075195 2799.818115 909.031860 1024.523682 519.871216 935.267944 1436.688354 897.838074 2255.008301 504.580841 491.817444 2290.427246 1082.180908 3542.280273 2379.179443 1842.955688 1310.776367 3401.139648 492.925781 658.842773 2148.417969 844.539734 1256.199951 841.291504 678.250549 3141.627441 1985.123657 1002.800293 2831.531494 3017.045654 2483.870117 3884.320557 737.104675 1260.725098 1532.299805 2871.019775 2247.766846 629.908752 614.426453 1110.333984 961.476074 531.557251 2777.597412 626.301514 1756.914185 3757.136475 1544.471680 1089.593018 492.648193 929.307678 764.810486 652.455811 1255.298706 598.456421 1982.874268 1123.883423 885.570068 1737.722412 2101.965820 2594.346191 1507.223511 1808.668091 678.250549
Conv_418_param_0 220.047379 261.437958 252.625443 179.615738 278.994354 421.646210 314.586243 353.909515 211.640259 122.901062 357.886017 630.729797 164.467407 140.833557 447.567078 269.740479 336.759735 257.562164 214.731613 270.312775 272.238098 272.626465 480.782715 206.606644 499.963745 304.075012 234.780289 217.295212 231.369415 341.880402 287.169250 306.022644 120.498825 175.010193 201.700409 345.589783 164.750977 207.955536 306.513458 149.422318 197.326935 144.671570 283.547668 296.526215 362.984131 311.255951 223.914627 312.273102 256.009552 343.416260 258.607788 358.894165 259.661865 220.428070 125.401016 445.480530 300.253174 170.482727 245.014282 565.417542 310.245361 202.662933 241.607010 333.527283
Conv_421_param_0 124.953766 151.744888 168.830658 133.434799 100.359917 151.614853 90.364929 139.979858 181.192566 82.912155 132.634583 270.542114 115.341942 135.271057 77.534851 237.496017 182.218887 153.322830 187.529984 165.359390 156.026932 242.708557 187.728943 185.077972 124.601784 248.853073 333.524109 127.108147 110.722488 131.549835 168.830658 307.712219 140.090683 129.432724 132.336975 114.892563 134.755936 250.615509 181.285385 112.125816 174.491653 287.698425 224.536209 102.392670 131.257080 93.369148 154.527985 192.529404 91.723450 120.774422 173.550308 95.228493 204.666901 246.255432 109.151474 113.784264 109.286308 101.686516 141.096115 90.503593 89.723389 156.996033 138.230103 180.729858
Conv_424_param_0 93.668678 130.751862 68.909767 73.434952 131.833588 139.325760 76.018524 134.831375 71.619705 58.532173 62.005386 32.721527 108.128136 251.694107 61.824959 165.777725 56.159943 65.275513 128.252579 94.431900 174.754028 84.875542 95.851936 33.164169 201.395050 31.184704 116.635925 59.019939 124.738815 109.333679 51.198021 85.559105 77.923637 37.297562 60.648464 81.929993 61.055111 70.199928 57.946846 82.247139 124.556007 75.657608 83.705238 41.579605 88.714729 125.106056 278.651520 76.797035 57.632492 68.798203 70.863297 141.099136 103.225151 64.094055 72.847466 132.381180 113.925896 104.408737 55.331196 139.097733 55.523987 237.398636 95.779915 45.890232
Conv_427_param_0 589.849243 592.592712 387.649384 519.323730 428.981232 373.263947 431.158813 293.791138 647.285828 252.959824 440.348236 438.831543 203.417938 292.666382 510.310120 235.069061 596.290588 422.345093 328.934814 412.767059 232.920349 306.267853 597.222290 332.946228 235.794128 342.493073 790.941040 448.091766 311.002655 786.465637 133.457504 388.832428 291.772736 519.676819 603.350098 575.635986 555.152161 359.569427 336.167328 540.243469 313.040375 480.178741 319.050323 439.841522 208.864639 561.266235 335.871948 444.703064 311.509613 300.962433 439.588623 308.492554 262.515320 578.686279 219.541809 294.017120 730.826538 314.069244 320.387482 357.551239 350.020386 413.213287 551.945557 206.383530
Conv_431_param_0 195.510117 242.373032 161.003479 128.521271 68.794510 91.704002 52.387920 197.837616 201.275558 118.408394 112.550728 108.278267 129.654785 76.566963 100.373505 72.776520 56.474922 34.899769 189.031784 118.188705 203.309723 155.248688 32.501896 92.235107 86.475632 158.598465 60.401752 61.848267 151.195526 149.656326 86.086105 197.837616 46.386200 43.159698 85.776993 44.527290 46.772182 115.266068 118.261848 53.175053 118.555298 90.488228 77.813988 64.608231 64.477440 97.307098 79.036865 75.958321 70.261452 72.831993 80.366333 90.488228 114.781464 41.258884 79.365097 79.629646 121.649353 70.106804 81.462547 63.576561 133.271378 73.674309 94.562660 36.808769 52.387920 55.523285 122.115738 43.994278 35.286400 47.281330 149.072647 83.820671 42.057911 127.748093 69.545540 66.496567 84.712387 84.115822 163.762756 76.628365 53.713081 94.004494 89.471504 249.329605 77.561340 93.043396 30.705517 177.447662 130.184708 50.773418 130.007584 39.682549 45.115944 128.521271 109.331314 87.265358 66.775383 51.707561 146.445312 193.236740 78.776230 165.464188 86.632431 88.395531 59.871910 192.361481 159.126678 83.019608 141.668747 73.788086 96.618370 131.528656 123.297508 59.499111 94.236267 90.573997 52.503059 113.960129 109.393890 65.136719 98.460144 54.478661 56.143108 150.599792 47.563751 68.943413 58.767265 63.618889
Conv_434_param_0 2625.117432 2722.056641 625.962097 3412.652588 743.677368 418.445160 4241.271484 2500.451172 1851.162598 1285.996216 900.700134 960.809326 3670.980957 599.100281 2159.147461 3663.682617 850.799805 924.652527 495.118866 1842.832520 4910.945801 707.692993 440.868988 718.733398 718.173218 2178.289062 1209.207642 3869.464600 1475.446289 2881.677002 1379.365601 1420.842285 868.441284 2280.733154 1050.046997 453.899597 2480.259033 1804.045410 3537.106445 630.675049 2604.710205 1182.819336 2668.837646 2062.487305 418.445160 1917.619629 891.980774 2035.154541 510.479889 1738.521240 2796.407227 765.295837 2361.092285 827.867188 494.321991 593.313721 2401.084717 2431.177246 1372.176025 642.549683 763.393677 2312.211182 760.244446 3672.810059 1902.769653 746.690613 498.332184 343.555634 862.749268 3120.800293 1355.023926 2205.664062 1200.542358 1469.563354 3463.970947 610.613770 807.551514 917.288391 2722.056641 753.406555 2081.120850 539.155212 4052.407959 1681.416382 2174.433594 2431.177246 596.772156 3916.753174 1741.807617 1165.611938 2318.028076 1942.891235 1185.863892 1445.358887 2279.322754 3196.586914 808.969482 607.393677 1627.943848 891.980774 657.215515 843.015747 4424.567871 2704.082764 2266.706543 1493.381226 1080.206543 2402.649902 2491.997803 1265.681519 1840.991455 1216.390991 885.977173 1032.977783 1230.195190 1894.943237 882.582581 3409.495850 1020.959778 1400.328613 2879.425781 1384.547241 1403.528198 552.739197 733.611633 2070.598145 851.586121 989.174622
Conv_438_param_0 334.380371 341.935425 459.631958 466.986084 325.328674 323.525574 479.311249 651.175781 536.941956 404.366943 316.508759 242.356354 216.540970 442.221649 677.633179 221.831070 269.001190 485.288391 239.655624 179.059067 421.033264 269.533508 509.492279 274.420959 393.275085 160.744614 232.562775 470.210327 551.062439 400.208435 351.646149 440.315521 428.090942 354.083893 301.781982 362.888824 283.758911 270.246552 522.188904 551.062439 185.060150 589.203735 231.246628 224.883224 155.484314 198.163330 182.091278 126.898392 361.284546 337.975861 302.676147 518.873413 247.494125 372.821899 674.278564 561.667114 386.577850 256.344299 288.772308 107.022736 260.927734 385.120453 475.684265 484.712708 357.804565 371.128784 306.076996 260.097260 506.022034 389.155060 208.263397 558.214233 219.095352 298.039978 283.561981 224.512512 468.055939 111.460121 326.107574 239.374832 467.253052 218.043121 505.083801 395.176819 247.344299 320.984131 281.607727 517.231384 622.885376 447.304657 225.379379 325.328674 589.203735 633.017517 293.332947 492.008209 458.857758 272.772247 540.493103 203.188858 250.069031 282.972870 446.815521 354.083893 311.680237 438.896667 487.313995 269.889557 666.578796 456.550629 570.290039 171.830444 487.313995 288.772308 383.673981 393.275085 624.312927 268.118652 382.954834 351.646149 431.253632 356.244812 406.175751 336.306824 502.908081 288.161346 229.945297 378.695862
Conv_441_param_0 148.724625 246.118668 164.043900 249.004745 160.328140 382.988281 185.185211 283.968994 252.458572 226.569229 373.263947 246.118668 282.499847 201.275558 237.110596 226.569229 221.578140 231.089645 112.816490 280.016327 213.890488 353.582123 180.463776 351.954224 239.487640 291.995636 343.107971 174.850082 370.370422 298.611145 194.120010 337.950745 314.327545 235.069061 205.495865 471.879364 379.753906 282.499847 329.786285 210.706894 233.918152 152.888916 322.822876 230.115753 246.595016 266.542755 148.840454 252.959824 274.584961 250.473328 182.357956 173.422089 204.396942 224.045883 242.835007 438.077148 126.731522 220.555267 375.833130 202.985825 184.827026 172.017227 306.513458 377.690002 279.811340 223.260681 326.406738 300.725647 75.777611 278.994354 159.525162 379.376953 388.240021 220.682602 244.543991 211.172546 129.919205 162.233566 245.644135 206.160889 180.634354 70.520714 173.579605 215.215240 217.048431 275.178040 288.252106 340.965454 215.701050 256.352966 233.775101 300.017487 260.546875 207.729507 145.000870 363.674866 250.637558 310.245361 285.666870 153.749908 168.677094 212.700211 260.902588 252.125519 273.406494 158.730194 236.377411 323.095734 271.850830 145.553040 244.387650 197.021805 149.539230 296.756439 235.069061 265.986267 190.729675 187.180359 340.358215 314.327545 188.286835 141.668747 246.913605 234.492203 204.506302 276.371857 354.566132 145.775085
Conv_444_param_0 178.174362 274.689301 200.829315 341.614227 161.460480 271.358032 326.454437 113.294846 325.860168 164.628311 125.120590 265.062958 180.935837 140.140289 310.954010 257.192322 317.761871 164.830444 215.669708 171.900635 285.495789 192.894241 298.674957 364.326721 210.595108 120.949898 243.214462 91.453949 257.685974 167.503922 300.345398 274.548859 201.583176 40.268265 249.775604 317.573975 204.500214 175.725647 92.144402 219.369904 147.208755 104.722610 82.668961 153.171005 262.343689 95.486771 125.237305 130.597656 220.089172 63.387341 83.181160 271.907623 168.873444 358.729156 234.505478 359.931366 297.846680 129.090759 193.171783 193.450134 413.090424 122.049446 283.835907 250.474609 210.595108 305.818634 78.100288 180.813995 98.210968 122.943581 113.199318 121.938591 62.502045 188.692047 293.452209 115.836403 139.630157 331.902069 207.022964 285.647644 100.640472 68.218697 100.791588 129.215012 183.032578 347.134827 140.654160 236.571609 342.049408 166.053665 96.033188 208.631531 150.088745 250.708481 151.614212 252.357880 141.469330 305.992920 314.966309 275.111450 127.618240 133.122849 48.154373 275.817963 230.084656 228.323792 53.615971 132.335526 243.434967 112.913696 89.324280 233.892670 779.415894 162.831284 95.622780 425.866425 160.495392 413.090424 333.966156 218.655365 230.875992 334.590393 125.471390 173.343307 84.543068 271.495239 101.477242 199.486465
Conv_447_param_0 344.239929 541.926819 605.352295 564.382324 776.092712 418.446320 485.000336 526.562866 358.746979 426.526947 432.852539 190.762268 578.362061 383.314056 367.127411 239.937073 607.151245 414.414612 213.152222 663.332458 538.711670 803.565002 204.102310 605.801025 304.707520 490.237305 739.570679 268.118652 514.625671 336.861328 560.127197 532.047913 453.007538 361.284546 386.577850 385.483765 448.040375 435.853668 351.343781 452.756592 388.415222 285.145020 416.102631 376.601685 374.874146 423.872223 468.324127 482.993866 196.637543 408.000793 633.017517 517.231384 188.300842 619.110352 424.532776 416.314636 602.673767 380.104950 376.254883 617.239929 554.051270 541.567688 531.356079 175.520966 455.532654 280.640656 588.355347 437.721283 513.978394 529.291199 487.313995 360.965363 414.204559 187.609192 471.295013 381.168640 211.169403 749.061035 370.792023 551.434326 362.566833 154.777588 528.606445 536.589355 612.153992 400.404510 297.172943 272.227051 754.594299 286.947205 285.145020 653.780518 475.131165 475.961365 141.682663 542.286377 270.963409 452.756592 359.378021 475.131165 640.961304 454.266602 156.317062 418.232147 480.438354 296.310944 411.079285 575.916565 131.386749 173.141022 358.432281 491.416473 344.530182 628.151917 391.391571 228.020538 450.510254 409.226654 312.634125 360.011292 410.253845 606.250427 543.007019 475.407593 662.794495 230.334167 732.281067 228.147858
Conv_451_param_0 533.089111 262.099304 391.766846 263.111908 156.317062 352.252441 191.477417 151.002518 290.001984 273.869171 470.481079 512.367126 167.327103 191.119171 388.415222 558.595764 361.924530 274.790070 449.519012 304.253754 240.078033 307.458862 472.931458 461.448669 307.227692 157.522278 110.078880 519.203064 232.960556 435.853668 657.991638 624.312927 356.244812 298.257538 700.279053 280.255707 916.686096 495.588623 218.626450 320.480652 183.894150 486.443817 182.091278 242.644196 324.811462 293.332947 202.785507 683.870850 390.643219 318.730743 717.493958 313.113251 295.027283 130.547226 349.241730 176.735657 222.072189 423.872223 270.067932 360.965363 355.315460 239.374832 223.774826 313.353363 237.703796 603.118530 273.685730 253.481888 197.016785 367.127411 474.855103 186.410950 409.842346 140.513351 610.325317 516.904236 218.043121 354.698608 321.742371 296.741333 442.221649 365.158905 589.203735 301.336884 223.529999 199.517960 135.751755 705.721619 459.115509 216.655777 535.885681 585.405212 342.508636 406.175751 332.205536 204.204300 222.192932 137.302689 391.017059 124.122963 413.994720 393.653961 181.767273 159.117142 251.919113 324.811462 214.382385 287.552979 246.597946 134.235489 438.190704 516.904236 163.445129 212.819183 468.324127 256.666321 494.688599 343.660889 305.847900 350.139526 250.529022 133.359268 471.023407 380.458862 153.845184 345.988831 512.688599 236.602676 325.847534 361.604248 155.840118 269.711426 412.115784 239.374832 304.253754 200.300385 684.443604 307.922241 280.255707 467.787994 241.639740 424.092163 270.425415 282.191162 219.802475 374.187561 226.252930 564.772400 277.590210 487.895874 162.276733 356.555664 720.657532 447.304657 540.493103 202.684921 276.837952 472.931458 549.210754 199.323318 444.869690 230.204391 319.228760 255.542725 918.747131 418.018219 529.977722 593.051941 434.463379 183.563705 461.188263 210.191772 229.171524 179.847183 316.019196 103.656219 278.536346 215.968704 270.604492 204.715836 332.475830 337.696533 215.513077 316.019196 495.889313 397.096985 334.928528 381.881104 226.503769 563.215454 292.283844 131.049652 463.542603 521.189819 294.177673 278.916595 343.950165 240.360474 119.268188 253.954498 369.785339 299.350037 304.027374 178.277832 394.794983 296.096222 648.591736 212.597717 243.802399 247.794312 371.466187 204.306412 318.979553 461.188263 511.405243 362.245392 393.275085 145.621109 117.282669 137.487488 274.236786 390.643219 465.125549 312.634125 483.851746 411.286163 360.011292 408.817200 362.566833 439.841553 736.239258 209.975754 267.416748 189.875839 246.004105 247.194687 238.954849 247.794312 124.122963 197.016785 169.127823 247.344299 344.239929 274.974976 618.173706 333.017761 668.760742 357.491516 208.795517 235.105164 323.525574 498.916718 84.215332 494.988251 467.520386 282.386200
Conv_454_param_0 555.960815 505.166382 500.876221 469.945618 267.879669 704.567566 559.919434 574.929443 343.228973 761.008789 216.964478 713.445679 473.403412 490.463013 558.593628 505.166382 245.061676 710.223938
Conv_470_param_0 650.037903 797.542603 468.984406 770.609436 250.473328 1073.658081 730.128479 693.688354 596.290588 542.159302 323.095734 1076.682495 775.692139 604.782104 688.068909 989.572266 295.608887 1082.016357
Conv_486_param_0 1021.532043 1007.676453 885.401550 736.903137 458.086090 1625.510864 1099.899902 997.833435 949.710205 954.145508 451.755463 1622.284058 1006.435486 1057.212891 1314.924561 1041.051758 318.234283 1624.703003
Conv_0 150.570023
Conv_3 10.383301
Conv_4 5.856222
Conv_6 10.383301
Conv_8 5.615540
Conv_9 3.949539
Conv_31 9.623178
Conv_33 11.628190
Conv_34 7.581571
Conv_56 8.352199
Conv_58 7.471970
Conv_59 8.710294
Conv_81 6.858954
Conv_83 7.511711
Conv_84 9.028848
Conv_92 15.181400
Conv_93 8.477338
Conv_95 15.181400
Conv_97 13.408358
Conv_98 7.013521
Conv_120 10.089468
Conv_122 13.371382
Conv_123 10.582101
Conv_145 8.801730
Conv_147 12.635311
Conv_148 8.792901
Conv_170 11.046942
Conv_172 14.338309
Conv_173 9.343084
Conv_195 18.933134
Conv_197 17.685316
Conv_198 6.841465
Conv_220 19.383385
Conv_222 19.018221
Conv_223 10.658479
Conv_245 22.206045
Conv_247 24.010042
Conv_248 14.183073
Conv_270 18.687334
Conv_272 19.839619
Conv_273 14.063735
Conv_281 25.989359
Conv_282 10.616365
Conv_284 25.989359
Conv_286 22.172775
Conv_287 12.259786
Conv_309 28.769701
Conv_311 25.812872
Conv_312 10.022499
Conv_334 19.048288
Conv_336 26.246195
Conv_337 13.618319
Conv_359 24.581831
Conv_361 27.401196
Conv_362 15.780009
Conv_370 29.231678
Conv_376 24.594578
Conv_379 33.891529
Conv_382 26.709965
Conv_385 24.594578
Conv_389 27.973829
Conv_392 24.174881
Conv_398 15.445809
Conv_401 32.853668
Conv_404 24.452526
Conv_407 15.445809
Conv_411 22.387398
Conv_414 14.167243
Conv_418 20.333696
Conv_421 27.654554
Conv_424 27.454882
Conv_427 20.333696
Conv_431 21.160368
Conv_434 9.307003
Conv_438 20.801153
Conv_441 31.185757
Conv_444 21.956333
Conv_447 20.801153
Conv_451 25.515623
Conv_454 14.167243
Conv_470 9.307003
Conv_486 22.074270

@ppogg
Copy link
Owner

ppogg commented Jan 9, 2022 •
edited
Loading

量化后的命名更改成以下试试：

find images/ -type f > imagelist.txt
./ncnn2table v5lite-s-opt.param v5lite-s-opt.bin imagelist.txt v5lite-s.table mean=[104,117,123] norm=[0.017,0.017,0.017] shape=[640,640,3] pixel=BGR thread=8 method=kl
./ncnn2int8 v5lite-s-opt.param v5lite-s-opt.bin v5lite-s-opt-int8.param v5lite-s-opt-int8.bin v5lite-s.table

@HuKai97
Copy link
Author

HuKai97 commented Jan 10, 2022

测试了下，命名和你的完全一样，还是什么都检测不到....

@ppogg
Copy link
Owner

ppogg commented Jan 10, 2022

请尝试一下该博客：
#53
应该对你有帮助！

@ppogg
Copy link
Owner

ppogg commented Jan 20, 2022

量化后的输出节点也会跟着改变，是否已经进行了相应的更改？

@ppogg ppogg closed this as completed May 1, 2022
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
None yet
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
2 participants
@HuKai97 @ppogg