1*4882a593Smuzhiyun[net] 2*4882a593Smuzhiyun# Testing 3*4882a593Smuzhiyun# batch=1 4*4882a593Smuzhiyun# subdivisions=1 5*4882a593Smuzhiyun# Training 6*4882a593Smuzhiyunbatch=64 7*4882a593Smuzhiyunsubdivisions=16 8*4882a593Smuzhiyunwidth=416 9*4882a593Smuzhiyunheight=416 10*4882a593Smuzhiyunchannels=3 11*4882a593Smuzhiyunmomentum=0.9 12*4882a593Smuzhiyundecay=0.0005 13*4882a593Smuzhiyunangle=0 14*4882a593Smuzhiyunsaturation = 1.5 15*4882a593Smuzhiyunexposure = 1.5 16*4882a593Smuzhiyunhue=.1 17*4882a593Smuzhiyun 18*4882a593Smuzhiyunlearning_rate=0.001 19*4882a593Smuzhiyunburn_in=1000 20*4882a593Smuzhiyunmax_batches = 500200 21*4882a593Smuzhiyunpolicy=steps 22*4882a593Smuzhiyunsteps=400000,450000 23*4882a593Smuzhiyunscales=.1,.1 24*4882a593Smuzhiyun 25*4882a593Smuzhiyun[convolutional] 26*4882a593Smuzhiyunbatch_normalize=1 27*4882a593Smuzhiyunfilters=32 28*4882a593Smuzhiyunsize=3 29*4882a593Smuzhiyunstride=1 30*4882a593Smuzhiyunpad=1 31*4882a593Smuzhiyunactivation=leaky 32*4882a593Smuzhiyun 33*4882a593Smuzhiyun# Downsample 34*4882a593Smuzhiyun 35*4882a593Smuzhiyun[convolutional] 36*4882a593Smuzhiyunbatch_normalize=1 37*4882a593Smuzhiyunfilters=64 38*4882a593Smuzhiyunsize=3 39*4882a593Smuzhiyunstride=2 40*4882a593Smuzhiyunpad=1 41*4882a593Smuzhiyunactivation=leaky 42*4882a593Smuzhiyun 43*4882a593Smuzhiyun[convolutional] 44*4882a593Smuzhiyunbatch_normalize=1 45*4882a593Smuzhiyunfilters=32 46*4882a593Smuzhiyunsize=1 47*4882a593Smuzhiyunstride=1 48*4882a593Smuzhiyunpad=1 49*4882a593Smuzhiyunactivation=leaky 50*4882a593Smuzhiyun 51*4882a593Smuzhiyun[convolutional] 52*4882a593Smuzhiyunbatch_normalize=1 53*4882a593Smuzhiyunfilters=64 54*4882a593Smuzhiyunsize=3 55*4882a593Smuzhiyunstride=1 56*4882a593Smuzhiyunpad=1 57*4882a593Smuzhiyunactivation=leaky 58*4882a593Smuzhiyun 59*4882a593Smuzhiyun[shortcut] 60*4882a593Smuzhiyunfrom=-3 61*4882a593Smuzhiyunactivation=linear 62*4882a593Smuzhiyun 63*4882a593Smuzhiyun# Downsample 64*4882a593Smuzhiyun 65*4882a593Smuzhiyun[convolutional] 66*4882a593Smuzhiyunbatch_normalize=1 67*4882a593Smuzhiyunfilters=128 68*4882a593Smuzhiyunsize=3 69*4882a593Smuzhiyunstride=2 70*4882a593Smuzhiyunpad=1 71*4882a593Smuzhiyunactivation=leaky 72*4882a593Smuzhiyun 73*4882a593Smuzhiyun[convolutional] 74*4882a593Smuzhiyunbatch_normalize=1 75*4882a593Smuzhiyunfilters=64 76*4882a593Smuzhiyunsize=1 77*4882a593Smuzhiyunstride=1 78*4882a593Smuzhiyunpad=1 79*4882a593Smuzhiyunactivation=leaky 80*4882a593Smuzhiyun 81*4882a593Smuzhiyun[convolutional] 82*4882a593Smuzhiyunbatch_normalize=1 83*4882a593Smuzhiyunfilters=128 84*4882a593Smuzhiyunsize=3 85*4882a593Smuzhiyunstride=1 86*4882a593Smuzhiyunpad=1 87*4882a593Smuzhiyunactivation=leaky 88*4882a593Smuzhiyun 89*4882a593Smuzhiyun[shortcut] 90*4882a593Smuzhiyunfrom=-3 91*4882a593Smuzhiyunactivation=linear 92*4882a593Smuzhiyun 93*4882a593Smuzhiyun[convolutional] 94*4882a593Smuzhiyunbatch_normalize=1 95*4882a593Smuzhiyunfilters=64 96*4882a593Smuzhiyunsize=1 97*4882a593Smuzhiyunstride=1 98*4882a593Smuzhiyunpad=1 99*4882a593Smuzhiyunactivation=leaky 100*4882a593Smuzhiyun 101*4882a593Smuzhiyun[convolutional] 102*4882a593Smuzhiyunbatch_normalize=1 103*4882a593Smuzhiyunfilters=128 104*4882a593Smuzhiyunsize=3 105*4882a593Smuzhiyunstride=1 106*4882a593Smuzhiyunpad=1 107*4882a593Smuzhiyunactivation=leaky 108*4882a593Smuzhiyun 109*4882a593Smuzhiyun[shortcut] 110*4882a593Smuzhiyunfrom=-3 111*4882a593Smuzhiyunactivation=linear 112*4882a593Smuzhiyun 113*4882a593Smuzhiyun# Downsample 114*4882a593Smuzhiyun 115*4882a593Smuzhiyun[convolutional] 116*4882a593Smuzhiyunbatch_normalize=1 117*4882a593Smuzhiyunfilters=256 118*4882a593Smuzhiyunsize=3 119*4882a593Smuzhiyunstride=2 120*4882a593Smuzhiyunpad=1 121*4882a593Smuzhiyunactivation=leaky 122*4882a593Smuzhiyun 123*4882a593Smuzhiyun[convolutional] 124*4882a593Smuzhiyunbatch_normalize=1 125*4882a593Smuzhiyunfilters=128 126*4882a593Smuzhiyunsize=1 127*4882a593Smuzhiyunstride=1 128*4882a593Smuzhiyunpad=1 129*4882a593Smuzhiyunactivation=leaky 130*4882a593Smuzhiyun 131*4882a593Smuzhiyun[convolutional] 132*4882a593Smuzhiyunbatch_normalize=1 133*4882a593Smuzhiyunfilters=256 134*4882a593Smuzhiyunsize=3 135*4882a593Smuzhiyunstride=1 136*4882a593Smuzhiyunpad=1 137*4882a593Smuzhiyunactivation=leaky 138*4882a593Smuzhiyun 139*4882a593Smuzhiyun[shortcut] 140*4882a593Smuzhiyunfrom=-3 141*4882a593Smuzhiyunactivation=linear 142*4882a593Smuzhiyun 143*4882a593Smuzhiyun[convolutional] 144*4882a593Smuzhiyunbatch_normalize=1 145*4882a593Smuzhiyunfilters=128 146*4882a593Smuzhiyunsize=1 147*4882a593Smuzhiyunstride=1 148*4882a593Smuzhiyunpad=1 149*4882a593Smuzhiyunactivation=leaky 150*4882a593Smuzhiyun 151*4882a593Smuzhiyun[convolutional] 152*4882a593Smuzhiyunbatch_normalize=1 153*4882a593Smuzhiyunfilters=256 154*4882a593Smuzhiyunsize=3 155*4882a593Smuzhiyunstride=1 156*4882a593Smuzhiyunpad=1 157*4882a593Smuzhiyunactivation=leaky 158*4882a593Smuzhiyun 159*4882a593Smuzhiyun[shortcut] 160*4882a593Smuzhiyunfrom=-3 161*4882a593Smuzhiyunactivation=linear 162*4882a593Smuzhiyun 163*4882a593Smuzhiyun[convolutional] 164*4882a593Smuzhiyunbatch_normalize=1 165*4882a593Smuzhiyunfilters=128 166*4882a593Smuzhiyunsize=1 167*4882a593Smuzhiyunstride=1 168*4882a593Smuzhiyunpad=1 169*4882a593Smuzhiyunactivation=leaky 170*4882a593Smuzhiyun 171*4882a593Smuzhiyun[convolutional] 172*4882a593Smuzhiyunbatch_normalize=1 173*4882a593Smuzhiyunfilters=256 174*4882a593Smuzhiyunsize=3 175*4882a593Smuzhiyunstride=1 176*4882a593Smuzhiyunpad=1 177*4882a593Smuzhiyunactivation=leaky 178*4882a593Smuzhiyun 179*4882a593Smuzhiyun[shortcut] 180*4882a593Smuzhiyunfrom=-3 181*4882a593Smuzhiyunactivation=linear 182*4882a593Smuzhiyun 183*4882a593Smuzhiyun[convolutional] 184*4882a593Smuzhiyunbatch_normalize=1 185*4882a593Smuzhiyunfilters=128 186*4882a593Smuzhiyunsize=1 187*4882a593Smuzhiyunstride=1 188*4882a593Smuzhiyunpad=1 189*4882a593Smuzhiyunactivation=leaky 190*4882a593Smuzhiyun 191*4882a593Smuzhiyun[convolutional] 192*4882a593Smuzhiyunbatch_normalize=1 193*4882a593Smuzhiyunfilters=256 194*4882a593Smuzhiyunsize=3 195*4882a593Smuzhiyunstride=1 196*4882a593Smuzhiyunpad=1 197*4882a593Smuzhiyunactivation=leaky 198*4882a593Smuzhiyun 199*4882a593Smuzhiyun[shortcut] 200*4882a593Smuzhiyunfrom=-3 201*4882a593Smuzhiyunactivation=linear 202*4882a593Smuzhiyun 203*4882a593Smuzhiyun 204*4882a593Smuzhiyun[convolutional] 205*4882a593Smuzhiyunbatch_normalize=1 206*4882a593Smuzhiyunfilters=128 207*4882a593Smuzhiyunsize=1 208*4882a593Smuzhiyunstride=1 209*4882a593Smuzhiyunpad=1 210*4882a593Smuzhiyunactivation=leaky 211*4882a593Smuzhiyun 212*4882a593Smuzhiyun[convolutional] 213*4882a593Smuzhiyunbatch_normalize=1 214*4882a593Smuzhiyunfilters=256 215*4882a593Smuzhiyunsize=3 216*4882a593Smuzhiyunstride=1 217*4882a593Smuzhiyunpad=1 218*4882a593Smuzhiyunactivation=leaky 219*4882a593Smuzhiyun 220*4882a593Smuzhiyun[shortcut] 221*4882a593Smuzhiyunfrom=-3 222*4882a593Smuzhiyunactivation=linear 223*4882a593Smuzhiyun 224*4882a593Smuzhiyun[convolutional] 225*4882a593Smuzhiyunbatch_normalize=1 226*4882a593Smuzhiyunfilters=128 227*4882a593Smuzhiyunsize=1 228*4882a593Smuzhiyunstride=1 229*4882a593Smuzhiyunpad=1 230*4882a593Smuzhiyunactivation=leaky 231*4882a593Smuzhiyun 232*4882a593Smuzhiyun[convolutional] 233*4882a593Smuzhiyunbatch_normalize=1 234*4882a593Smuzhiyunfilters=256 235*4882a593Smuzhiyunsize=3 236*4882a593Smuzhiyunstride=1 237*4882a593Smuzhiyunpad=1 238*4882a593Smuzhiyunactivation=leaky 239*4882a593Smuzhiyun 240*4882a593Smuzhiyun[shortcut] 241*4882a593Smuzhiyunfrom=-3 242*4882a593Smuzhiyunactivation=linear 243*4882a593Smuzhiyun 244*4882a593Smuzhiyun[convolutional] 245*4882a593Smuzhiyunbatch_normalize=1 246*4882a593Smuzhiyunfilters=128 247*4882a593Smuzhiyunsize=1 248*4882a593Smuzhiyunstride=1 249*4882a593Smuzhiyunpad=1 250*4882a593Smuzhiyunactivation=leaky 251*4882a593Smuzhiyun 252*4882a593Smuzhiyun[convolutional] 253*4882a593Smuzhiyunbatch_normalize=1 254*4882a593Smuzhiyunfilters=256 255*4882a593Smuzhiyunsize=3 256*4882a593Smuzhiyunstride=1 257*4882a593Smuzhiyunpad=1 258*4882a593Smuzhiyunactivation=leaky 259*4882a593Smuzhiyun 260*4882a593Smuzhiyun[shortcut] 261*4882a593Smuzhiyunfrom=-3 262*4882a593Smuzhiyunactivation=linear 263*4882a593Smuzhiyun 264*4882a593Smuzhiyun[convolutional] 265*4882a593Smuzhiyunbatch_normalize=1 266*4882a593Smuzhiyunfilters=128 267*4882a593Smuzhiyunsize=1 268*4882a593Smuzhiyunstride=1 269*4882a593Smuzhiyunpad=1 270*4882a593Smuzhiyunactivation=leaky 271*4882a593Smuzhiyun 272*4882a593Smuzhiyun[convolutional] 273*4882a593Smuzhiyunbatch_normalize=1 274*4882a593Smuzhiyunfilters=256 275*4882a593Smuzhiyunsize=3 276*4882a593Smuzhiyunstride=1 277*4882a593Smuzhiyunpad=1 278*4882a593Smuzhiyunactivation=leaky 279*4882a593Smuzhiyun 280*4882a593Smuzhiyun[shortcut] 281*4882a593Smuzhiyunfrom=-3 282*4882a593Smuzhiyunactivation=linear 283*4882a593Smuzhiyun 284*4882a593Smuzhiyun# Downsample 285*4882a593Smuzhiyun 286*4882a593Smuzhiyun[convolutional] 287*4882a593Smuzhiyunbatch_normalize=1 288*4882a593Smuzhiyunfilters=512 289*4882a593Smuzhiyunsize=3 290*4882a593Smuzhiyunstride=2 291*4882a593Smuzhiyunpad=1 292*4882a593Smuzhiyunactivation=leaky 293*4882a593Smuzhiyun 294*4882a593Smuzhiyun[convolutional] 295*4882a593Smuzhiyunbatch_normalize=1 296*4882a593Smuzhiyunfilters=256 297*4882a593Smuzhiyunsize=1 298*4882a593Smuzhiyunstride=1 299*4882a593Smuzhiyunpad=1 300*4882a593Smuzhiyunactivation=leaky 301*4882a593Smuzhiyun 302*4882a593Smuzhiyun[convolutional] 303*4882a593Smuzhiyunbatch_normalize=1 304*4882a593Smuzhiyunfilters=512 305*4882a593Smuzhiyunsize=3 306*4882a593Smuzhiyunstride=1 307*4882a593Smuzhiyunpad=1 308*4882a593Smuzhiyunactivation=leaky 309*4882a593Smuzhiyun 310*4882a593Smuzhiyun[shortcut] 311*4882a593Smuzhiyunfrom=-3 312*4882a593Smuzhiyunactivation=linear 313*4882a593Smuzhiyun 314*4882a593Smuzhiyun 315*4882a593Smuzhiyun[convolutional] 316*4882a593Smuzhiyunbatch_normalize=1 317*4882a593Smuzhiyunfilters=256 318*4882a593Smuzhiyunsize=1 319*4882a593Smuzhiyunstride=1 320*4882a593Smuzhiyunpad=1 321*4882a593Smuzhiyunactivation=leaky 322*4882a593Smuzhiyun 323*4882a593Smuzhiyun[convolutional] 324*4882a593Smuzhiyunbatch_normalize=1 325*4882a593Smuzhiyunfilters=512 326*4882a593Smuzhiyunsize=3 327*4882a593Smuzhiyunstride=1 328*4882a593Smuzhiyunpad=1 329*4882a593Smuzhiyunactivation=leaky 330*4882a593Smuzhiyun 331*4882a593Smuzhiyun[shortcut] 332*4882a593Smuzhiyunfrom=-3 333*4882a593Smuzhiyunactivation=linear 334*4882a593Smuzhiyun 335*4882a593Smuzhiyun 336*4882a593Smuzhiyun[convolutional] 337*4882a593Smuzhiyunbatch_normalize=1 338*4882a593Smuzhiyunfilters=256 339*4882a593Smuzhiyunsize=1 340*4882a593Smuzhiyunstride=1 341*4882a593Smuzhiyunpad=1 342*4882a593Smuzhiyunactivation=leaky 343*4882a593Smuzhiyun 344*4882a593Smuzhiyun[convolutional] 345*4882a593Smuzhiyunbatch_normalize=1 346*4882a593Smuzhiyunfilters=512 347*4882a593Smuzhiyunsize=3 348*4882a593Smuzhiyunstride=1 349*4882a593Smuzhiyunpad=1 350*4882a593Smuzhiyunactivation=leaky 351*4882a593Smuzhiyun 352*4882a593Smuzhiyun[shortcut] 353*4882a593Smuzhiyunfrom=-3 354*4882a593Smuzhiyunactivation=linear 355*4882a593Smuzhiyun 356*4882a593Smuzhiyun 357*4882a593Smuzhiyun[convolutional] 358*4882a593Smuzhiyunbatch_normalize=1 359*4882a593Smuzhiyunfilters=256 360*4882a593Smuzhiyunsize=1 361*4882a593Smuzhiyunstride=1 362*4882a593Smuzhiyunpad=1 363*4882a593Smuzhiyunactivation=leaky 364*4882a593Smuzhiyun 365*4882a593Smuzhiyun[convolutional] 366*4882a593Smuzhiyunbatch_normalize=1 367*4882a593Smuzhiyunfilters=512 368*4882a593Smuzhiyunsize=3 369*4882a593Smuzhiyunstride=1 370*4882a593Smuzhiyunpad=1 371*4882a593Smuzhiyunactivation=leaky 372*4882a593Smuzhiyun 373*4882a593Smuzhiyun[shortcut] 374*4882a593Smuzhiyunfrom=-3 375*4882a593Smuzhiyunactivation=linear 376*4882a593Smuzhiyun 377*4882a593Smuzhiyun[convolutional] 378*4882a593Smuzhiyunbatch_normalize=1 379*4882a593Smuzhiyunfilters=256 380*4882a593Smuzhiyunsize=1 381*4882a593Smuzhiyunstride=1 382*4882a593Smuzhiyunpad=1 383*4882a593Smuzhiyunactivation=leaky 384*4882a593Smuzhiyun 385*4882a593Smuzhiyun[convolutional] 386*4882a593Smuzhiyunbatch_normalize=1 387*4882a593Smuzhiyunfilters=512 388*4882a593Smuzhiyunsize=3 389*4882a593Smuzhiyunstride=1 390*4882a593Smuzhiyunpad=1 391*4882a593Smuzhiyunactivation=leaky 392*4882a593Smuzhiyun 393*4882a593Smuzhiyun[shortcut] 394*4882a593Smuzhiyunfrom=-3 395*4882a593Smuzhiyunactivation=linear 396*4882a593Smuzhiyun 397*4882a593Smuzhiyun 398*4882a593Smuzhiyun[convolutional] 399*4882a593Smuzhiyunbatch_normalize=1 400*4882a593Smuzhiyunfilters=256 401*4882a593Smuzhiyunsize=1 402*4882a593Smuzhiyunstride=1 403*4882a593Smuzhiyunpad=1 404*4882a593Smuzhiyunactivation=leaky 405*4882a593Smuzhiyun 406*4882a593Smuzhiyun[convolutional] 407*4882a593Smuzhiyunbatch_normalize=1 408*4882a593Smuzhiyunfilters=512 409*4882a593Smuzhiyunsize=3 410*4882a593Smuzhiyunstride=1 411*4882a593Smuzhiyunpad=1 412*4882a593Smuzhiyunactivation=leaky 413*4882a593Smuzhiyun 414*4882a593Smuzhiyun[shortcut] 415*4882a593Smuzhiyunfrom=-3 416*4882a593Smuzhiyunactivation=linear 417*4882a593Smuzhiyun 418*4882a593Smuzhiyun 419*4882a593Smuzhiyun[convolutional] 420*4882a593Smuzhiyunbatch_normalize=1 421*4882a593Smuzhiyunfilters=256 422*4882a593Smuzhiyunsize=1 423*4882a593Smuzhiyunstride=1 424*4882a593Smuzhiyunpad=1 425*4882a593Smuzhiyunactivation=leaky 426*4882a593Smuzhiyun 427*4882a593Smuzhiyun[convolutional] 428*4882a593Smuzhiyunbatch_normalize=1 429*4882a593Smuzhiyunfilters=512 430*4882a593Smuzhiyunsize=3 431*4882a593Smuzhiyunstride=1 432*4882a593Smuzhiyunpad=1 433*4882a593Smuzhiyunactivation=leaky 434*4882a593Smuzhiyun 435*4882a593Smuzhiyun[shortcut] 436*4882a593Smuzhiyunfrom=-3 437*4882a593Smuzhiyunactivation=linear 438*4882a593Smuzhiyun 439*4882a593Smuzhiyun[convolutional] 440*4882a593Smuzhiyunbatch_normalize=1 441*4882a593Smuzhiyunfilters=256 442*4882a593Smuzhiyunsize=1 443*4882a593Smuzhiyunstride=1 444*4882a593Smuzhiyunpad=1 445*4882a593Smuzhiyunactivation=leaky 446*4882a593Smuzhiyun 447*4882a593Smuzhiyun[convolutional] 448*4882a593Smuzhiyunbatch_normalize=1 449*4882a593Smuzhiyunfilters=512 450*4882a593Smuzhiyunsize=3 451*4882a593Smuzhiyunstride=1 452*4882a593Smuzhiyunpad=1 453*4882a593Smuzhiyunactivation=leaky 454*4882a593Smuzhiyun 455*4882a593Smuzhiyun[shortcut] 456*4882a593Smuzhiyunfrom=-3 457*4882a593Smuzhiyunactivation=linear 458*4882a593Smuzhiyun 459*4882a593Smuzhiyun# Downsample 460*4882a593Smuzhiyun 461*4882a593Smuzhiyun[convolutional] 462*4882a593Smuzhiyunbatch_normalize=1 463*4882a593Smuzhiyunfilters=1024 464*4882a593Smuzhiyunsize=3 465*4882a593Smuzhiyunstride=2 466*4882a593Smuzhiyunpad=1 467*4882a593Smuzhiyunactivation=leaky 468*4882a593Smuzhiyun 469*4882a593Smuzhiyun[convolutional] 470*4882a593Smuzhiyunbatch_normalize=1 471*4882a593Smuzhiyunfilters=512 472*4882a593Smuzhiyunsize=1 473*4882a593Smuzhiyunstride=1 474*4882a593Smuzhiyunpad=1 475*4882a593Smuzhiyunactivation=leaky 476*4882a593Smuzhiyun 477*4882a593Smuzhiyun[convolutional] 478*4882a593Smuzhiyunbatch_normalize=1 479*4882a593Smuzhiyunfilters=1024 480*4882a593Smuzhiyunsize=3 481*4882a593Smuzhiyunstride=1 482*4882a593Smuzhiyunpad=1 483*4882a593Smuzhiyunactivation=leaky 484*4882a593Smuzhiyun 485*4882a593Smuzhiyun[shortcut] 486*4882a593Smuzhiyunfrom=-3 487*4882a593Smuzhiyunactivation=linear 488*4882a593Smuzhiyun 489*4882a593Smuzhiyun[convolutional] 490*4882a593Smuzhiyunbatch_normalize=1 491*4882a593Smuzhiyunfilters=512 492*4882a593Smuzhiyunsize=1 493*4882a593Smuzhiyunstride=1 494*4882a593Smuzhiyunpad=1 495*4882a593Smuzhiyunactivation=leaky 496*4882a593Smuzhiyun 497*4882a593Smuzhiyun[convolutional] 498*4882a593Smuzhiyunbatch_normalize=1 499*4882a593Smuzhiyunfilters=1024 500*4882a593Smuzhiyunsize=3 501*4882a593Smuzhiyunstride=1 502*4882a593Smuzhiyunpad=1 503*4882a593Smuzhiyunactivation=leaky 504*4882a593Smuzhiyun 505*4882a593Smuzhiyun[shortcut] 506*4882a593Smuzhiyunfrom=-3 507*4882a593Smuzhiyunactivation=linear 508*4882a593Smuzhiyun 509*4882a593Smuzhiyun[convolutional] 510*4882a593Smuzhiyunbatch_normalize=1 511*4882a593Smuzhiyunfilters=512 512*4882a593Smuzhiyunsize=1 513*4882a593Smuzhiyunstride=1 514*4882a593Smuzhiyunpad=1 515*4882a593Smuzhiyunactivation=leaky 516*4882a593Smuzhiyun 517*4882a593Smuzhiyun[convolutional] 518*4882a593Smuzhiyunbatch_normalize=1 519*4882a593Smuzhiyunfilters=1024 520*4882a593Smuzhiyunsize=3 521*4882a593Smuzhiyunstride=1 522*4882a593Smuzhiyunpad=1 523*4882a593Smuzhiyunactivation=leaky 524*4882a593Smuzhiyun 525*4882a593Smuzhiyun[shortcut] 526*4882a593Smuzhiyunfrom=-3 527*4882a593Smuzhiyunactivation=linear 528*4882a593Smuzhiyun 529*4882a593Smuzhiyun[convolutional] 530*4882a593Smuzhiyunbatch_normalize=1 531*4882a593Smuzhiyunfilters=512 532*4882a593Smuzhiyunsize=1 533*4882a593Smuzhiyunstride=1 534*4882a593Smuzhiyunpad=1 535*4882a593Smuzhiyunactivation=leaky 536*4882a593Smuzhiyun 537*4882a593Smuzhiyun[convolutional] 538*4882a593Smuzhiyunbatch_normalize=1 539*4882a593Smuzhiyunfilters=1024 540*4882a593Smuzhiyunsize=3 541*4882a593Smuzhiyunstride=1 542*4882a593Smuzhiyunpad=1 543*4882a593Smuzhiyunactivation=leaky 544*4882a593Smuzhiyun 545*4882a593Smuzhiyun[shortcut] 546*4882a593Smuzhiyunfrom=-3 547*4882a593Smuzhiyunactivation=linear 548*4882a593Smuzhiyun 549*4882a593Smuzhiyun###################### 550*4882a593Smuzhiyun 551*4882a593Smuzhiyun[convolutional] 552*4882a593Smuzhiyunbatch_normalize=1 553*4882a593Smuzhiyunfilters=512 554*4882a593Smuzhiyunsize=1 555*4882a593Smuzhiyunstride=1 556*4882a593Smuzhiyunpad=1 557*4882a593Smuzhiyunactivation=leaky 558*4882a593Smuzhiyun 559*4882a593Smuzhiyun[convolutional] 560*4882a593Smuzhiyunbatch_normalize=1 561*4882a593Smuzhiyunsize=3 562*4882a593Smuzhiyunstride=1 563*4882a593Smuzhiyunpad=1 564*4882a593Smuzhiyunfilters=1024 565*4882a593Smuzhiyunactivation=leaky 566*4882a593Smuzhiyun 567*4882a593Smuzhiyun[convolutional] 568*4882a593Smuzhiyunbatch_normalize=1 569*4882a593Smuzhiyunfilters=512 570*4882a593Smuzhiyunsize=1 571*4882a593Smuzhiyunstride=1 572*4882a593Smuzhiyunpad=1 573*4882a593Smuzhiyunactivation=leaky 574*4882a593Smuzhiyun 575*4882a593Smuzhiyun[convolutional] 576*4882a593Smuzhiyunbatch_normalize=1 577*4882a593Smuzhiyunsize=3 578*4882a593Smuzhiyunstride=1 579*4882a593Smuzhiyunpad=1 580*4882a593Smuzhiyunfilters=1024 581*4882a593Smuzhiyunactivation=leaky 582*4882a593Smuzhiyun 583*4882a593Smuzhiyun[convolutional] 584*4882a593Smuzhiyunbatch_normalize=1 585*4882a593Smuzhiyunfilters=512 586*4882a593Smuzhiyunsize=1 587*4882a593Smuzhiyunstride=1 588*4882a593Smuzhiyunpad=1 589*4882a593Smuzhiyunactivation=leaky 590*4882a593Smuzhiyun 591*4882a593Smuzhiyun[convolutional] 592*4882a593Smuzhiyunbatch_normalize=1 593*4882a593Smuzhiyunsize=3 594*4882a593Smuzhiyunstride=1 595*4882a593Smuzhiyunpad=1 596*4882a593Smuzhiyunfilters=1024 597*4882a593Smuzhiyunactivation=leaky 598*4882a593Smuzhiyun 599*4882a593Smuzhiyun[convolutional] 600*4882a593Smuzhiyunsize=1 601*4882a593Smuzhiyunstride=1 602*4882a593Smuzhiyunpad=1 603*4882a593Smuzhiyunfilters=255 604*4882a593Smuzhiyunactivation=linear 605*4882a593Smuzhiyun 606*4882a593Smuzhiyun 607*4882a593Smuzhiyun[yolo] 608*4882a593Smuzhiyunmask = 6,7,8 609*4882a593Smuzhiyunanchors = 10,13, 16,30, 33,23, 30,61, 62,45, 59,119, 116,90, 156,198, 373,326 610*4882a593Smuzhiyunclasses=80 611*4882a593Smuzhiyunnum=9 612*4882a593Smuzhiyunjitter=.3 613*4882a593Smuzhiyunignore_thresh = .7 614*4882a593Smuzhiyuntruth_thresh = 1 615*4882a593Smuzhiyunrandom=1 616*4882a593Smuzhiyun 617*4882a593Smuzhiyun 618*4882a593Smuzhiyun[route] 619*4882a593Smuzhiyunlayers = -4 620*4882a593Smuzhiyun 621*4882a593Smuzhiyun[convolutional] 622*4882a593Smuzhiyunbatch_normalize=1 623*4882a593Smuzhiyunfilters=256 624*4882a593Smuzhiyunsize=1 625*4882a593Smuzhiyunstride=1 626*4882a593Smuzhiyunpad=1 627*4882a593Smuzhiyunactivation=leaky 628*4882a593Smuzhiyun 629*4882a593Smuzhiyun[upsample] 630*4882a593Smuzhiyunstride=2 631*4882a593Smuzhiyun 632*4882a593Smuzhiyun[route] 633*4882a593Smuzhiyunlayers = -1, 61 634*4882a593Smuzhiyun 635*4882a593Smuzhiyun 636*4882a593Smuzhiyun 637*4882a593Smuzhiyun[convolutional] 638*4882a593Smuzhiyunbatch_normalize=1 639*4882a593Smuzhiyunfilters=256 640*4882a593Smuzhiyunsize=1 641*4882a593Smuzhiyunstride=1 642*4882a593Smuzhiyunpad=1 643*4882a593Smuzhiyunactivation=leaky 644*4882a593Smuzhiyun 645*4882a593Smuzhiyun[convolutional] 646*4882a593Smuzhiyunbatch_normalize=1 647*4882a593Smuzhiyunsize=3 648*4882a593Smuzhiyunstride=1 649*4882a593Smuzhiyunpad=1 650*4882a593Smuzhiyunfilters=512 651*4882a593Smuzhiyunactivation=leaky 652*4882a593Smuzhiyun 653*4882a593Smuzhiyun[convolutional] 654*4882a593Smuzhiyunbatch_normalize=1 655*4882a593Smuzhiyunfilters=256 656*4882a593Smuzhiyunsize=1 657*4882a593Smuzhiyunstride=1 658*4882a593Smuzhiyunpad=1 659*4882a593Smuzhiyunactivation=leaky 660*4882a593Smuzhiyun 661*4882a593Smuzhiyun[convolutional] 662*4882a593Smuzhiyunbatch_normalize=1 663*4882a593Smuzhiyunsize=3 664*4882a593Smuzhiyunstride=1 665*4882a593Smuzhiyunpad=1 666*4882a593Smuzhiyunfilters=512 667*4882a593Smuzhiyunactivation=leaky 668*4882a593Smuzhiyun 669*4882a593Smuzhiyun[convolutional] 670*4882a593Smuzhiyunbatch_normalize=1 671*4882a593Smuzhiyunfilters=256 672*4882a593Smuzhiyunsize=1 673*4882a593Smuzhiyunstride=1 674*4882a593Smuzhiyunpad=1 675*4882a593Smuzhiyunactivation=leaky 676*4882a593Smuzhiyun 677*4882a593Smuzhiyun[convolutional] 678*4882a593Smuzhiyunbatch_normalize=1 679*4882a593Smuzhiyunsize=3 680*4882a593Smuzhiyunstride=1 681*4882a593Smuzhiyunpad=1 682*4882a593Smuzhiyunfilters=512 683*4882a593Smuzhiyunactivation=leaky 684*4882a593Smuzhiyun 685*4882a593Smuzhiyun[convolutional] 686*4882a593Smuzhiyunsize=1 687*4882a593Smuzhiyunstride=1 688*4882a593Smuzhiyunpad=1 689*4882a593Smuzhiyunfilters=255 690*4882a593Smuzhiyunactivation=linear 691*4882a593Smuzhiyun 692*4882a593Smuzhiyun 693*4882a593Smuzhiyun[yolo] 694*4882a593Smuzhiyunmask = 3,4,5 695*4882a593Smuzhiyunanchors = 10,13, 16,30, 33,23, 30,61, 62,45, 59,119, 116,90, 156,198, 373,326 696*4882a593Smuzhiyunclasses=80 697*4882a593Smuzhiyunnum=9 698*4882a593Smuzhiyunjitter=.3 699*4882a593Smuzhiyunignore_thresh = .7 700*4882a593Smuzhiyuntruth_thresh = 1 701*4882a593Smuzhiyunrandom=1 702*4882a593Smuzhiyun 703*4882a593Smuzhiyun 704*4882a593Smuzhiyun 705*4882a593Smuzhiyun[route] 706*4882a593Smuzhiyunlayers = -4 707*4882a593Smuzhiyun 708*4882a593Smuzhiyun[convolutional] 709*4882a593Smuzhiyunbatch_normalize=1 710*4882a593Smuzhiyunfilters=128 711*4882a593Smuzhiyunsize=1 712*4882a593Smuzhiyunstride=1 713*4882a593Smuzhiyunpad=1 714*4882a593Smuzhiyunactivation=leaky 715*4882a593Smuzhiyun 716*4882a593Smuzhiyun[upsample] 717*4882a593Smuzhiyunstride=2 718*4882a593Smuzhiyun 719*4882a593Smuzhiyun[route] 720*4882a593Smuzhiyunlayers = -1, 36 721*4882a593Smuzhiyun 722*4882a593Smuzhiyun 723*4882a593Smuzhiyun 724*4882a593Smuzhiyun[convolutional] 725*4882a593Smuzhiyunbatch_normalize=1 726*4882a593Smuzhiyunfilters=128 727*4882a593Smuzhiyunsize=1 728*4882a593Smuzhiyunstride=1 729*4882a593Smuzhiyunpad=1 730*4882a593Smuzhiyunactivation=leaky 731*4882a593Smuzhiyun 732*4882a593Smuzhiyun[convolutional] 733*4882a593Smuzhiyunbatch_normalize=1 734*4882a593Smuzhiyunsize=3 735*4882a593Smuzhiyunstride=1 736*4882a593Smuzhiyunpad=1 737*4882a593Smuzhiyunfilters=256 738*4882a593Smuzhiyunactivation=leaky 739*4882a593Smuzhiyun 740*4882a593Smuzhiyun[convolutional] 741*4882a593Smuzhiyunbatch_normalize=1 742*4882a593Smuzhiyunfilters=128 743*4882a593Smuzhiyunsize=1 744*4882a593Smuzhiyunstride=1 745*4882a593Smuzhiyunpad=1 746*4882a593Smuzhiyunactivation=leaky 747*4882a593Smuzhiyun 748*4882a593Smuzhiyun[convolutional] 749*4882a593Smuzhiyunbatch_normalize=1 750*4882a593Smuzhiyunsize=3 751*4882a593Smuzhiyunstride=1 752*4882a593Smuzhiyunpad=1 753*4882a593Smuzhiyunfilters=256 754*4882a593Smuzhiyunactivation=leaky 755*4882a593Smuzhiyun 756*4882a593Smuzhiyun[convolutional] 757*4882a593Smuzhiyunbatch_normalize=1 758*4882a593Smuzhiyunfilters=128 759*4882a593Smuzhiyunsize=1 760*4882a593Smuzhiyunstride=1 761*4882a593Smuzhiyunpad=1 762*4882a593Smuzhiyunactivation=leaky 763*4882a593Smuzhiyun 764*4882a593Smuzhiyun[convolutional] 765*4882a593Smuzhiyunbatch_normalize=1 766*4882a593Smuzhiyunsize=3 767*4882a593Smuzhiyunstride=1 768*4882a593Smuzhiyunpad=1 769*4882a593Smuzhiyunfilters=256 770*4882a593Smuzhiyunactivation=leaky 771*4882a593Smuzhiyun 772*4882a593Smuzhiyun[convolutional] 773*4882a593Smuzhiyunsize=1 774*4882a593Smuzhiyunstride=1 775*4882a593Smuzhiyunpad=1 776*4882a593Smuzhiyunfilters=255 777*4882a593Smuzhiyunactivation=linear 778*4882a593Smuzhiyun 779*4882a593Smuzhiyun 780*4882a593Smuzhiyun[yolo] 781*4882a593Smuzhiyunmask = 0,1,2 782*4882a593Smuzhiyunanchors = 10,13, 16,30, 33,23, 30,61, 62,45, 59,119, 116,90, 156,198, 373,326 783*4882a593Smuzhiyunclasses=80 784*4882a593Smuzhiyunnum=9 785*4882a593Smuzhiyunjitter=.3 786*4882a593Smuzhiyunignore_thresh = .7 787*4882a593Smuzhiyuntruth_thresh = 1 788*4882a593Smuzhiyunrandom=1 789*4882a593Smuzhiyun 790