pytorch1.5:F input conv1.weight133Conv_0"Conv* dilations@@* group* kernel_shape@@* pads@@@@* strides@@ 133 bn1.weight bn1.bias bn1.running_mean bn1.running_var134BatchNormalization_1"BatchNormalization* epsilon'7* momentumfff? 134135Relu_2"Relu 135136Shape_3"Shape 5137 Constant_4"Constant* value*J . 136 137138Gather_5"Gather* axis 135139Shape_6"Shape 5140 Constant_7"Constant* value*J . 139 140141Gather_8"Gather* axis 5142 Constant_9"Constant* value*J 138 142143Add_10"Add 6144Constant_11"Constant* value*J 143 144145Sub_12"Sub 6146Constant_13"Constant* value*J 6147Constant_14"Constant* value*J % 146 145 147148Range_15"Range 0 148150Unsqueeze_16" Unsqueeze* axes@ 150 1296153Add_17"Add 6154Constant_18"Constant* value*J 141 154155Add_19"Add 6156Constant_20"Constant* value*J 155 156157Sub_21"Sub 6158Constant_22"Constant* value*J 6159Constant_23"Constant* value*J % 158 157 159160Range_24"Range 0 160162Unsqueeze_25" Unsqueeze* axes@ 162 1297165Add_26"Add 135166Shape_27"Shape 6167Constant_28"Constant* value*J / 166 167168 Gather_29"Gather* axis 135169Shape_30"Shape 6170Constant_31"Constant* value*J / 169 170171 Gather_32"Gather* axis 6172Constant_33"Constant* value*J 171 172173Mul_34"Mul 0 168174Unsqueeze_35" Unsqueeze* axes@ 0 173175Unsqueeze_36" Unsqueeze* axes@ 8176Constant_37"Constant* value*J 4 174 175 176177 Concat_38"Concat* axis p178Constant_39"Constant*R value*FJ@ 135 178179Pad_40"Pad / 179 153180 Gather_41"Gather* axis / 180 165181 Gather_42"Gather* axis : 181182Transpose_43" Transpose* perm@ @@@@@ $ 182 177183 Reshape_44"Reshape 4 183184Transpose_45" Transpose* perm@@@ , 184185 Flatten_46"Flatten* axis = layer1.0.conv1.adder186 Flatten_47"Flatten* axis 7 186 185187 adder_f_48"adder_f:adder_cuda_faster P188Constant_49"Constant*2 value*&J $ 187 188189 Reshape_50"Reshape 6 189190Transpose_51" Transpose* perm@@ @@ 190 layer1.0.bn1.weight layer1.0.bn1.bias layer1.0.bn1.running_mean layer1.0.bn1.running_var191BatchNormalization_52"BatchNormalization* epsilon'7* momentumfff? 191192Relu_53"Relu 192193Shape_54"Shape 6194Constant_55"Constant* value*J / 193 194195 Gather_56"Gather* axis 192196Shape_57"Shape 6197Constant_58"Constant* value*J / 196 197198 Gather_59"Gather* axis 6199Constant_60"Constant* value*J 195 199200Add_61"Add 6201Constant_62"Constant* value*J 200 201202Sub_63"Sub 6203Constant_64"Constant* value*J 6204Constant_65"Constant* value*J % 203 202 204205Range_66"Range 0 205207Unsqueeze_67" Unsqueeze* axes@ 207 1298210Add_68"Add 6211Constant_69"Constant* value*J 198 211212Add_70"Add 6213Constant_71"Constant* value*J 212 213214Sub_72"Sub 6215Constant_73"Constant* value*J 6216Constant_74"Constant* value*J % 215 214 216217Range_75"Range 0 217219Unsqueeze_76" Unsqueeze* axes@ 219 1299222Add_77"Add 192223Shape_78"Shape 6224Constant_79"Constant* value*J / 223 224225 Gather_80"Gather* axis 192226Shape_81"Shape 6227Constant_82"Constant* value*J / 226 227228 Gather_83"Gather* axis 6229Constant_84"Constant* value*J 228 229230Mul_85"Mul 0 225231Unsqueeze_86" Unsqueeze* axes@ 0 230232Unsqueeze_87" Unsqueeze* axes@ 8233Constant_88"Constant* value*J 4 231 232 233234 Concat_89"Concat* axis p235Constant_90"Constant*R value*FJ@ 192 235236Pad_91"Pad / 236 210237 Gather_92"Gather* axis / 237 222238 Gather_93"Gather* axis : 238239Transpose_94" Transpose* perm@ @@@@@ $ 239 234240 Reshape_95"Reshape 4 240241Transpose_96" Transpose* perm@@@ , 241242 Flatten_97"Flatten* axis = layer1.0.conv2.adder243 Flatten_98"Flatten* axis 7 243 242244 adder_f_99"adder_f:adder_cuda_faster Q245Constant_100"Constant*2 value*&J % 244 245246Reshape_101"Reshape 7 246247 Transpose_102" Transpose* perm@@ @@ 247 layer1.0.bn2.weight layer1.0.bn2.bias layer1.0.bn2.running_mean layer1.0.bn2.running_var248BatchNormalization_103"BatchNormalization* epsilon'7* momentumfff? 248 135249Add_104"Add 249250Relu_105"Relu 250251 Shape_106"Shape 7252Constant_107"Constant* value*J 0 251 252253 Gather_108"Gather* axis 250254 Shape_109"Shape 7255Constant_110"Constant* value*J 0 254 255256 Gather_111"Gather* axis 7257Constant_112"Constant* value*J 253 257258Add_113"Add 7259Constant_114"Constant* value*J 258 259260Sub_115"Sub 7261Constant_116"Constant* value*J 7262Constant_117"Constant* value*J & 261 260 262263 Range_118"Range 1 263265 Unsqueeze_119" Unsqueeze* axes@ 265 1300268Add_120"Add 7269Constant_121"Constant* value*J 256 269270Add_122"Add 7271Constant_123"Constant* value*J 270 271272Sub_124"Sub 7273Constant_125"Constant* value*J 7274Constant_126"Constant* value*J & 273 272 274275 Range_127"Range 1 275277 Unsqueeze_128" Unsqueeze* axes@ 277 1301280Add_129"Add 250281 Shape_130"Shape 7282Constant_131"Constant* value*J 0 281 282283 Gather_132"Gather* axis 250284 Shape_133"Shape 7285Constant_134"Constant* value*J 0 284 285286 Gather_135"Gather* axis 7287Constant_136"Constant* value*J 286 287288Mul_137"Mul 1 283289 Unsqueeze_138" Unsqueeze* axes@ 1 288290 Unsqueeze_139" Unsqueeze* axes@ 9291Constant_140"Constant* value*J 5 289 290 291292 Concat_141"Concat* axis q293Constant_142"Constant*R value*FJ@ 250 293294Pad_143"Pad 0 294 268295 Gather_144"Gather* axis 0 295 280296 Gather_145"Gather* axis ; 296297 Transpose_146" Transpose* perm@ @@@@@ % 297 292298Reshape_147"Reshape 5 298299 Transpose_148" Transpose* perm@@@ - 299300Flatten_149"Flatten* axis > layer1.1.conv1.adder301Flatten_150"Flatten* axis 8 301 300302adder_f_151"adder_f:adder_cuda_faster Q303Constant_152"Constant*2 value*&J % 302 303304Reshape_153"Reshape 7 304305 Transpose_154" Transpose* perm@@ @@ 305 layer1.1.bn1.weight layer1.1.bn1.bias layer1.1.bn1.running_mean layer1.1.bn1.running_var306BatchNormalization_155"BatchNormalization* epsilon'7* momentumfff? 306307Relu_156"Relu 307308 Shape_157"Shape 7309Constant_158"Constant* value*J 0 308 309310 Gather_159"Gather* axis 307311 Shape_160"Shape 7312Constant_161"Constant* value*J 0 311 312313 Gather_162"Gather* axis 7314Constant_163"Constant* value*J 310 314315Add_164"Add 7316Constant_165"Constant* value*J 315 316317Sub_166"Sub 7318Constant_167"Constant* value*J 7319Constant_168"Constant* value*J & 318 317 319320 Range_169"Range 1 320322 Unsqueeze_170" Unsqueeze* axes@ 322 1302325Add_171"Add 7326Constant_172"Constant* value*J 313 326327Add_173"Add 7328Constant_174"Constant* value*J 327 328329Sub_175"Sub 7330Constant_176"Constant* value*J 7331Constant_177"Constant* value*J & 330 329 331332 Range_178"Range 1 332334 Unsqueeze_179" Unsqueeze* axes@ 334 1303337Add_180"Add 307338 Shape_181"Shape 7339Constant_182"Constant* value*J 0 338 339340 Gather_183"Gather* axis 307341 Shape_184"Shape 7342Constant_185"Constant* value*J 0 341 342343 Gather_186"Gather* axis 7344Constant_187"Constant* value*J 343 344345Mul_188"Mul 1 340346 Unsqueeze_189" Unsqueeze* axes@ 1 345347 Unsqueeze_190" Unsqueeze* axes@ 9348Constant_191"Constant* value*J 5 346 347 348349 Concat_192"Concat* axis q350Constant_193"Constant*R value*FJ@ 307 350351Pad_194"Pad 0 351 325352 Gather_195"Gather* axis 0 352 337353 Gather_196"Gather* axis ; 353354 Transpose_197" Transpose* perm@ @@@@@ % 354 349355Reshape_198"Reshape 5 355356 Transpose_199" Transpose* perm@@@ - 356357Flatten_200"Flatten* axis > layer1.1.conv2.adder358Flatten_201"Flatten* axis 8 358 357359adder_f_202"adder_f:adder_cuda_faster Q360Constant_203"Constant*2 value*&J % 359 360361Reshape_204"Reshape 7 361362 Transpose_205" Transpose* perm@@ @@ 362 layer1.1.bn2.weight layer1.1.bn2.bias layer1.1.bn2.running_mean layer1.1.bn2.running_var363BatchNormalization_206"BatchNormalization* epsilon'7* momentumfff? 363 250364Add_207"Add 364365Relu_208"Relu 365366 Shape_209"Shape 7367Constant_210"Constant* value*J 0 366 367368 Gather_211"Gather* axis 365369 Shape_212"Shape 7370Constant_213"Constant* value*J 0 369 370371 Gather_214"Gather* axis 7372Constant_215"Constant* value*J 368 372373Add_216"Add 7374Constant_217"Constant* value*J 373 374375Sub_218"Sub 7376Constant_219"Constant* value*J 7377Constant_220"Constant* value*J & 376 375 377378 Range_221"Range 1 378380 Unsqueeze_222" Unsqueeze* axes@ 380 1304383Add_223"Add 7384Constant_224"Constant* value*J 371 384385Add_225"Add 7386Constant_226"Constant* value*J 385 386387Sub_227"Sub 7388Constant_228"Constant* value*J 7389Constant_229"Constant* value*J & 388 387 389390 Range_230"Range 1 390392 Unsqueeze_231" Unsqueeze* axes@ 392 1305395Add_232"Add 365396 Shape_233"Shape 7397Constant_234"Constant* value*J 0 396 397398 Gather_235"Gather* axis 365399 Shape_236"Shape 7400Constant_237"Constant* value*J 0 399 400401 Gather_238"Gather* axis 7402Constant_239"Constant* value*J 401 402403Mul_240"Mul 1 398404 Unsqueeze_241" Unsqueeze* axes@ 1 403405 Unsqueeze_242" Unsqueeze* axes@ 9406Constant_243"Constant* value*J 5 404 405 406407 Concat_244"Concat* axis q408Constant_245"Constant*R value*FJ@ 365 408409Pad_246"Pad 0 409 383410 Gather_247"Gather* axis 0 410 395411 Gather_248"Gather* axis ; 411412 Transpose_249" Transpose* perm@ @@@@@ % 412 407413Reshape_250"Reshape 5 413414 Transpose_251" Transpose* perm@@@ - 414415Flatten_252"Flatten* axis > layer1.2.conv1.adder416Flatten_253"Flatten* axis 8 416 415417adder_f_254"adder_f:adder_cuda_faster Q418Constant_255"Constant*2 value*&J % 417 418419Reshape_256"Reshape 7 419420 Transpose_257" Transpose* perm@@ @@ 420 layer1.2.bn1.weight layer1.2.bn1.bias layer1.2.bn1.running_mean layer1.2.bn1.running_var421BatchNormalization_258"BatchNormalization* epsilon'7* momentumfff? 421422Relu_259"Relu 422423 Shape_260"Shape 7424Constant_261"Constant* value*J 0 423 424425 Gather_262"Gather* axis 422426 Shape_263"Shape 7427Constant_264"Constant* value*J 0 426 427428 Gather_265"Gather* axis 7429Constant_266"Constant* value*J 425 429430Add_267"Add 7431Constant_268"Constant* value*J 430 431432Sub_269"Sub 7433Constant_270"Constant* value*J 7434Constant_271"Constant* value*J & 433 432 434435 Range_272"Range 1 435437 Unsqueeze_273" Unsqueeze* axes@ 437 1306440Add_274"Add 7441Constant_275"Constant* value*J 428 441442Add_276"Add 7443Constant_277"Constant* value*J 442 443444Sub_278"Sub 7445Constant_279"Constant* value*J 7446Constant_280"Constant* value*J & 445 444 446447 Range_281"Range 1 447449 Unsqueeze_282" Unsqueeze* axes@ 449 1307452Add_283"Add 422453 Shape_284"Shape 7454Constant_285"Constant* value*J 0 453 454455 Gather_286"Gather* axis 422456 Shape_287"Shape 7457Constant_288"Constant* value*J 0 456 457458 Gather_289"Gather* axis 7459Constant_290"Constant* value*J 458 459460Mul_291"Mul 1 455461 Unsqueeze_292" Unsqueeze* axes@ 1 460462 Unsqueeze_293" Unsqueeze* axes@ 9463Constant_294"Constant* value*J 5 461 462 463464 Concat_295"Concat* axis q465Constant_296"Constant*R value*FJ@ 422 465466Pad_297"Pad 0 466 440467 Gather_298"Gather* axis 0 467 452468 Gather_299"Gather* axis ; 468469 Transpose_300" Transpose* perm@ @@@@@ % 469 464470Reshape_301"Reshape 5 470471 Transpose_302" Transpose* perm@@@ - 471472Flatten_303"Flatten* axis > layer1.2.conv2.adder473Flatten_304"Flatten* axis 8 473 472474adder_f_305"adder_f:adder_cuda_faster Q475Constant_306"Constant*2 value*&J % 474 475476Reshape_307"Reshape 7 476477 Transpose_308" Transpose* perm@@ @@ 477 layer1.2.bn2.weight layer1.2.bn2.bias layer1.2.bn2.running_mean layer1.2.bn2.running_var478BatchNormalization_309"BatchNormalization* epsilon'7* momentumfff? 478 365479Add_310"Add 479480Relu_311"Relu 480481 Shape_312"Shape 7482Constant_313"Constant* value*J 0 481 482483 Gather_314"Gather* axis 480484 Shape_315"Shape 7485Constant_316"Constant* value*J 0 484 485486 Gather_317"Gather* axis 7487Constant_318"Constant* value*J 483 487488Add_319"Add 7489Constant_320"Constant* value*J 488 489490Sub_321"Sub 7491Constant_322"Constant* value*J 7492Constant_323"Constant* value*J & 491 490 492493 Range_324"Range 1 493495 Unsqueeze_325" Unsqueeze* axes@ 495 1308498Add_326"Add 7499Constant_327"Constant* value*J 486 499500Add_328"Add 7501Constant_329"Constant* value*J 500 501502Sub_330"Sub 7503Constant_331"Constant* value*J 7504Constant_332"Constant* value*J & 503 502 504505 Range_333"Range 1 505507 Unsqueeze_334" Unsqueeze* axes@ 507 1309510Add_335"Add 480511 Shape_336"Shape 7512Constant_337"Constant* value*J 0 511 512513 Gather_338"Gather* axis 480514 Shape_339"Shape 7515Constant_340"Constant* value*J 0 514 515516 Gather_341"Gather* axis 7517Constant_342"Constant* value*J 516 517518Mul_343"Mul 1 513519 Unsqueeze_344" Unsqueeze* axes@ 1 518520 Unsqueeze_345" Unsqueeze* axes@ 9521Constant_346"Constant* value*J 5 519 520 521522 Concat_347"Concat* axis q523Constant_348"Constant*R value*FJ@ 480 523524Pad_349"Pad 0 524 498525 Gather_350"Gather* axis 0 525 510526 Gather_351"Gather* axis ; 526527 Transpose_352" Transpose* perm@ @@@@@ % 527 522528Reshape_353"Reshape 5 528529 Transpose_354" Transpose* perm@@@ - 529530Flatten_355"Flatten* axis > layer2.0.conv1.adder531Flatten_356"Flatten* axis 8 531 530532adder_f_357"adder_f:adder_cuda_faster Q533Constant_358"Constant*2 value*&J % 532 533534Reshape_359"Reshape 7 534535 Transpose_360" Transpose* perm@@ @@ 535 layer2.0.bn1.weight layer2.0.bn1.bias layer2.0.bn1.running_mean layer2.0.bn1.running_var536BatchNormalization_361"BatchNormalization* epsilon'7* momentumfff? 536537Relu_362"Relu 537538 Shape_363"Shape 7539Constant_364"Constant* value*J 0 538 539540 Gather_365"Gather* axis 537541 Shape_366"Shape 7542Constant_367"Constant* value*J 0 541 542543 Gather_368"Gather* axis 7544Constant_369"Constant* value*J 540 544545Add_370"Add 7546Constant_371"Constant* value*J 545 546547Sub_372"Sub 7548Constant_373"Constant* value*J 7549Constant_374"Constant* value*J & 548 547 549550 Range_375"Range 1 550552 Unsqueeze_376" Unsqueeze* axes@ 552 1310555Add_377"Add 7556Constant_378"Constant* value*J 543 556557Add_379"Add 7558Constant_380"Constant* value*J 557 558559Sub_381"Sub 7560Constant_382"Constant* value*J 7561Constant_383"Constant* value*J & 560 559 561562 Range_384"Range 1 562564 Unsqueeze_385" Unsqueeze* axes@ 564 1311567Add_386"Add 537568 Shape_387"Shape 7569Constant_388"Constant* value*J 0 568 569570 Gather_389"Gather* axis 537571 Shape_390"Shape 7572Constant_391"Constant* value*J 0 571 572573 Gather_392"Gather* axis 7574Constant_393"Constant* value*J 573 574575Mul_394"Mul 1 570576 Unsqueeze_395" Unsqueeze* axes@ 1 575577 Unsqueeze_396" Unsqueeze* axes@ 9578Constant_397"Constant* value*J 5 576 577 578579 Concat_398"Concat* axis q580Constant_399"Constant*R value*FJ@ 537 580581Pad_400"Pad 0 581 555582 Gather_401"Gather* axis 0 582 567583 Gather_402"Gather* axis ; 583584 Transpose_403" Transpose* perm@ @@@@@ % 584 579585Reshape_404"Reshape 5 585586 Transpose_405" Transpose* perm@@@ - 586587Flatten_406"Flatten* axis > layer2.0.conv2.adder588Flatten_407"Flatten* axis 8 588 587589adder_f_408"adder_f:adder_cuda_faster Q590Constant_409"Constant*2 value*&J % 589 590591Reshape_410"Reshape 7 591592 Transpose_411" Transpose* perm@@ @@ 592 layer2.0.bn2.weight layer2.0.bn2.bias layer2.0.bn2.running_mean layer2.0.bn2.running_var593BatchNormalization_412"BatchNormalization* epsilon'7* momentumfff? 480594 Shape_413"Shape 7595Constant_414"Constant* value*J 0 594 595596 Gather_415"Gather* axis 480597 Shape_416"Shape 7598Constant_417"Constant* value*J 0 597 598599 Gather_418"Gather* axis 7600Constant_419"Constant* value*J 596 600601Add_420"Add 7602Constant_421"Constant* value*J 601 602603Sub_422"Sub 7604Constant_423"Constant* value*J 7605Constant_424"Constant* value*J & 604 603 605606 Range_425"Range 1 606608 Unsqueeze_426" Unsqueeze* axes@ 608 1312611Add_427"Add 7612Constant_428"Constant* value*J 599 612613Add_429"Add 7614Constant_430"Constant* value*J 613 614615Sub_431"Sub 7616Constant_432"Constant* value*J 7617Constant_433"Constant* value*J & 616 615 617618 Range_434"Range 1 618620 Unsqueeze_435" Unsqueeze* axes@ 620 1313623Add_436"Add 480624 Shape_437"Shape 7625Constant_438"Constant* value*J 0 624 625626 Gather_439"Gather* axis 480627 Shape_440"Shape 7628Constant_441"Constant* value*J 0 627 628629 Gather_442"Gather* axis 7630Constant_443"Constant* value*J 629 630631Mul_444"Mul 1 626632 Unsqueeze_445" Unsqueeze* axes@ 1 631633 Unsqueeze_446" Unsqueeze* axes@ 9634Constant_447"Constant* value*J 5 632 633 634635 Concat_448"Concat* axis q636Constant_449"Constant*R value*FJ@ 480 636637Pad_450"Pad 0 637 611638 Gather_451"Gather* axis 0 638 623639 Gather_452"Gather* axis ; 639640 Transpose_453" Transpose* perm@ @@@@@ % 640 635641Reshape_454"Reshape 5 641642 Transpose_455" Transpose* perm@@@ - 642643Flatten_456"Flatten* axis E layer2.0.downsample.0.adder644Flatten_457"Flatten* axis 8 644 643645adder_f_458"adder_f:adder_cuda_faster Q646Constant_459"Constant*2 value*&J % 645 646647Reshape_460"Reshape 7 647648 Transpose_461" Transpose* perm@@ @@ 648 layer2.0.downsample.1.weight layer2.0.downsample.1.bias "layer2.0.downsample.1.running_mean !layer2.0.downsample.1.running_var649BatchNormalization_462"BatchNormalization* epsilon'7* momentumfff? 593 649650Add_463"Add 650651Relu_464"Relu 651652 Shape_465"Shape 7653Constant_466"Constant* value*J 0 652 653654 Gather_467"Gather* axis 651655 Shape_468"Shape 7656Constant_469"Constant* value*J 0 655 656657 Gather_470"Gather* axis 7658Constant_471"Constant* value*J 654 658659Add_472"Add 7660Constant_473"Constant* value*J 659 660661Sub_474"Sub 7662Constant_475"Constant* value*J 7663Constant_476"Constant* value*J & 662 661 663664 Range_477"Range 1 664666 Unsqueeze_478" Unsqueeze* axes@ 666 1314669Add_479"Add 7670Constant_480"Constant* value*J 657 670671Add_481"Add 7672Constant_482"Constant* value*J 671 672673Sub_483"Sub 7674Constant_484"Constant* value*J 7675Constant_485"Constant* value*J & 674 673 675676 Range_486"Range 1 676678 Unsqueeze_487" Unsqueeze* axes@ 678 1315681Add_488"Add 651682 Shape_489"Shape 7683Constant_490"Constant* value*J 0 682 683684 Gather_491"Gather* axis 651685 Shape_492"Shape 7686Constant_493"Constant* value*J 0 685 686687 Gather_494"Gather* axis 7688Constant_495"Constant* value*J 687 688689Mul_496"Mul 1 684690 Unsqueeze_497" Unsqueeze* axes@ 1 689691 Unsqueeze_498" Unsqueeze* axes@ 9692Constant_499"Constant* value*J 5 690 691 692693 Concat_500"Concat* axis q694Constant_501"Constant*R value*FJ@ 651 694695Pad_502"Pad 0 695 669696 Gather_503"Gather* axis 0 696 681697 Gather_504"Gather* axis ; 697698 Transpose_505" Transpose* perm@ @@@@@ % 698 693699Reshape_506"Reshape 5 699700 Transpose_507" Transpose* perm@@@ - 700701Flatten_508"Flatten* axis > layer2.1.conv1.adder702Flatten_509"Flatten* axis 8 702 701703adder_f_510"adder_f:adder_cuda_faster Q704Constant_511"Constant*2 value*&J % 703 704705Reshape_512"Reshape 7 705706 Transpose_513" Transpose* perm@@ @@ 706 layer2.1.bn1.weight layer2.1.bn1.bias layer2.1.bn1.running_mean layer2.1.bn1.running_var707BatchNormalization_514"BatchNormalization* epsilon'7* momentumfff? 707708Relu_515"Relu 708709 Shape_516"Shape 7710Constant_517"Constant* value*J 0 709 710711 Gather_518"Gather* axis 708712 Shape_519"Shape 7713Constant_520"Constant* value*J 0 712 713714 Gather_521"Gather* axis 7715Constant_522"Constant* value*J 711 715716Add_523"Add 7717Constant_524"Constant* value*J 716 717718Sub_525"Sub 7719Constant_526"Constant* value*J 7720Constant_527"Constant* value*J & 719 718 720721 Range_528"Range 1 721723 Unsqueeze_529" Unsqueeze* axes@ 723 1316726Add_530"Add 7727Constant_531"Constant* value*J 714 727728Add_532"Add 7729Constant_533"Constant* value*J 728 729730Sub_534"Sub 7731Constant_535"Constant* value*J 7732Constant_536"Constant* value*J & 731 730 732733 Range_537"Range 1 733735 Unsqueeze_538" Unsqueeze* axes@ 735 1317738Add_539"Add 708739 Shape_540"Shape 7740Constant_541"Constant* value*J 0 739 740741 Gather_542"Gather* axis 708742 Shape_543"Shape 7743Constant_544"Constant* value*J 0 742 743744 Gather_545"Gather* axis 7745Constant_546"Constant* value*J 744 745746Mul_547"Mul 1 741747 Unsqueeze_548" Unsqueeze* axes@ 1 746748 Unsqueeze_549" Unsqueeze* axes@ 9749Constant_550"Constant* value*J 5 747 748 749750 Concat_551"Concat* axis q751Constant_552"Constant*R value*FJ@ 708 751752Pad_553"Pad 0 752 726753 Gather_554"Gather* axis 0 753 738754 Gather_555"Gather* axis ; 754755 Transpose_556" Transpose* perm@ @@@@@ % 755 750756Reshape_557"Reshape 5 756757 Transpose_558" Transpose* perm@@@ - 757758Flatten_559"Flatten* axis > layer2.1.conv2.adder759Flatten_560"Flatten* axis 8 759 758760adder_f_561"adder_f:adder_cuda_faster Q761Constant_562"Constant*2 value*&J % 760 761762Reshape_563"Reshape 7 762763 Transpose_564" Transpose* perm@@ @@ 763 layer2.1.bn2.weight layer2.1.bn2.bias layer2.1.bn2.running_mean layer2.1.bn2.running_var764BatchNormalization_565"BatchNormalization* epsilon'7* momentumfff? 764 651765Add_566"Add 765766Relu_567"Relu 766767 Shape_568"Shape 7768Constant_569"Constant* value*J 0 767 768769 Gather_570"Gather* axis 766770 Shape_571"Shape 7771Constant_572"Constant* value*J 0 770 771772 Gather_573"Gather* axis 7773Constant_574"Constant* value*J 769 773774Add_575"Add 7775Constant_576"Constant* value*J 774 775776Sub_577"Sub 7777Constant_578"Constant* value*J 7778Constant_579"Constant* value*J & 777 776 778779 Range_580"Range 1 779781 Unsqueeze_581" Unsqueeze* axes@ 781 1318784Add_582"Add 7785Constant_583"Constant* value*J 772 785786Add_584"Add 7787Constant_585"Constant* value*J 786 787788Sub_586"Sub 7789Constant_587"Constant* value*J 7790Constant_588"Constant* value*J & 789 788 790791 Range_589"Range 1 791793 Unsqueeze_590" Unsqueeze* axes@ 793 1319796Add_591"Add 766797 Shape_592"Shape 7798Constant_593"Constant* value*J 0 797 798799 Gather_594"Gather* axis 766800 Shape_595"Shape 7801Constant_596"Constant* value*J 0 800 801802 Gather_597"Gather* axis 7803Constant_598"Constant* value*J 802 803804Mul_599"Mul 1 799805 Unsqueeze_600" Unsqueeze* axes@ 1 804806 Unsqueeze_601" Unsqueeze* axes@ 9807Constant_602"Constant* value*J 5 805 806 807808 Concat_603"Concat* axis q809Constant_604"Constant*R value*FJ@ 766 809810Pad_605"Pad 0 810 784811 Gather_606"Gather* axis 0 811 796812 Gather_607"Gather* axis ; 812813 Transpose_608" Transpose* perm@ @@@@@ % 813 808814Reshape_609"Reshape 5 814815 Transpose_610" Transpose* perm@@@ - 815816Flatten_611"Flatten* axis > layer2.2.conv1.adder817Flatten_612"Flatten* axis 8 817 816818adder_f_613"adder_f:adder_cuda_faster Q819Constant_614"Constant*2 value*&J % 818 819820Reshape_615"Reshape 7 820821 Transpose_616" Transpose* perm@@ @@ 821 layer2.2.bn1.weight layer2.2.bn1.bias layer2.2.bn1.running_mean layer2.2.bn1.running_var822BatchNormalization_617"BatchNormalization* epsilon'7* momentumfff? 822823Relu_618"Relu 823824 Shape_619"Shape 7825Constant_620"Constant* value*J 0 824 825826 Gather_621"Gather* axis 823827 Shape_622"Shape 7828Constant_623"Constant* value*J 0 827 828829 Gather_624"Gather* axis 7830Constant_625"Constant* value*J 826 830831Add_626"Add 7832Constant_627"Constant* value*J 831 832833Sub_628"Sub 7834Constant_629"Constant* value*J 7835Constant_630"Constant* value*J & 834 833 835836 Range_631"Range 1 836838 Unsqueeze_632" Unsqueeze* axes@ 838 1320841Add_633"Add 7842Constant_634"Constant* value*J 829 842843Add_635"Add 7844Constant_636"Constant* value*J 843 844845Sub_637"Sub 7846Constant_638"Constant* value*J 7847Constant_639"Constant* value*J & 846 845 847848 Range_640"Range 1 848850 Unsqueeze_641" Unsqueeze* axes@ 850 1321853Add_642"Add 823854 Shape_643"Shape 7855Constant_644"Constant* value*J 0 854 855856 Gather_645"Gather* axis 823857 Shape_646"Shape 7858Constant_647"Constant* value*J 0 857 858859 Gather_648"Gather* axis 7860Constant_649"Constant* value*J 859 860861Mul_650"Mul 1 856862 Unsqueeze_651" Unsqueeze* axes@ 1 861863 Unsqueeze_652" Unsqueeze* axes@ 9864Constant_653"Constant* value*J 5 862 863 864865 Concat_654"Concat* axis q866Constant_655"Constant*R value*FJ@ 823 866867Pad_656"Pad 0 867 841868 Gather_657"Gather* axis 0 868 853869 Gather_658"Gather* axis ; 869870 Transpose_659" Transpose* perm@ @@@@@ % 870 865871Reshape_660"Reshape 5 871872 Transpose_661" Transpose* perm@@@ - 872873Flatten_662"Flatten* axis > layer2.2.conv2.adder874Flatten_663"Flatten* axis 8 874 873875adder_f_664"adder_f:adder_cuda_faster Q876Constant_665"Constant*2 value*&J % 875 876877Reshape_666"Reshape 7 877878 Transpose_667" Transpose* perm@@ @@ 878 layer2.2.bn2.weight layer2.2.bn2.bias layer2.2.bn2.running_mean layer2.2.bn2.running_var879BatchNormalization_668"BatchNormalization* epsilon'7* momentumfff? 879 766880Add_669"Add 880881Relu_670"Relu 881882 Shape_671"Shape 7883Constant_672"Constant* value*J 0 882 883884 Gather_673"Gather* axis 881885 Shape_674"Shape 7886Constant_675"Constant* value*J 0 885 886887 Gather_676"Gather* axis 7888Constant_677"Constant* value*J 884 888889Add_678"Add 7890Constant_679"Constant* value*J 889 890891Sub_680"Sub 7892Constant_681"Constant* value*J 7893Constant_682"Constant* value*J & 892 891 893894 Range_683"Range 1 894896 Unsqueeze_684" Unsqueeze* axes@ 896 1322899Add_685"Add 7900Constant_686"Constant* value*J 887 900901Add_687"Add 7902Constant_688"Constant* value*J 901 902903Sub_689"Sub 7904Constant_690"Constant* value*J 7905Constant_691"Constant* value*J & 904 903 905906 Range_692"Range 1 906908 Unsqueeze_693" Unsqueeze* axes@ 908 1323911Add_694"Add 881912 Shape_695"Shape 7913Constant_696"Constant* value*J 0 912 913914 Gather_697"Gather* axis 881915 Shape_698"Shape 7916Constant_699"Constant* value*J 0 915 916917 Gather_700"Gather* axis 7918Constant_701"Constant* value*J 917 918919Mul_702"Mul 1 914920 Unsqueeze_703" Unsqueeze* axes@ 1 919921 Unsqueeze_704" Unsqueeze* axes@ 9922Constant_705"Constant* value*J 5 920 921 922923 Concat_706"Concat* axis q924Constant_707"Constant*R value*FJ@ 881 924925Pad_708"Pad 0 925 899926 Gather_709"Gather* axis 0 926 911927 Gather_710"Gather* axis ; 927928 Transpose_711" Transpose* perm@ @@@@@ % 928 923929Reshape_712"Reshape 5 929930 Transpose_713" Transpose* perm@@@ - 930931Flatten_714"Flatten* axis > layer3.0.conv1.adder932Flatten_715"Flatten* axis 8 932 931933adder_f_716"adder_f:adder_cuda_faster Q934Constant_717"Constant*2 value*&J % 933 934935Reshape_718"Reshape 7 935936 Transpose_719" Transpose* perm@@ @@ 936 layer3.0.bn1.weight layer3.0.bn1.bias layer3.0.bn1.running_mean layer3.0.bn1.running_var937BatchNormalization_720"BatchNormalization* epsilon'7* momentumfff? 937938Relu_721"Relu 938939 Shape_722"Shape 7940Constant_723"Constant* value*J 0 939 940941 Gather_724"Gather* axis 938942 Shape_725"Shape 7943Constant_726"Constant* value*J 0 942 943944 Gather_727"Gather* axis 7945Constant_728"Constant* value*J 941 945946Add_729"Add 7947Constant_730"Constant* value*J 946 947948Sub_731"Sub 7949Constant_732"Constant* value*J 7950Constant_733"Constant* value*J & 949 948 950951 Range_734"Range 1 951953 Unsqueeze_735" Unsqueeze* axes@ 953 1324956Add_736"Add 7957Constant_737"Constant* value*J 944 957958Add_738"Add 7959Constant_739"Constant* value*J 958 959960Sub_740"Sub 7961Constant_741"Constant* value*J 7962Constant_742"Constant* value*J & 961 960 962963 Range_743"Range 1 963965 Unsqueeze_744" Unsqueeze* axes@ 965 1325968Add_745"Add 938969 Shape_746"Shape 7970Constant_747"Constant* value*J 0 969 970971 Gather_748"Gather* axis 938972 Shape_749"Shape 7973Constant_750"Constant* value*J 0 972 973974 Gather_751"Gather* axis 7975Constant_752"Constant* value*J 974 975976Mul_753"Mul 1 971977 Unsqueeze_754" Unsqueeze* axes@ 1 976978 Unsqueeze_755" Unsqueeze* axes@ 9979Constant_756"Constant* value*J 5 977 978 979980 Concat_757"Concat* axis q981Constant_758"Constant*R value*FJ@ 938 981982Pad_759"Pad 0 982 956983 Gather_760"Gather* axis 0 983 968984 Gather_761"Gather* axis ; 984985 Transpose_762" Transpose* perm@ @@@@@ % 985 980986Reshape_763"Reshape 5 986987 Transpose_764" Transpose* perm@@@ - 987988Flatten_765"Flatten* axis > layer3.0.conv2.adder989Flatten_766"Flatten* axis 8 989 988990adder_f_767"adder_f:adder_cuda_faster Q991Constant_768"Constant*2 value*&J % 990 991992Reshape_769"Reshape 7 992993 Transpose_770" Transpose* perm@@ @@ 993 layer3.0.bn2.weight layer3.0.bn2.bias layer3.0.bn2.running_mean layer3.0.bn2.running_var994BatchNormalization_771"BatchNormalization* epsilon'7* momentumfff? 881995 Shape_772"Shape 7996Constant_773"Constant* value*J 0 995 996997 Gather_774"Gather* axis 881998 Shape_775"Shape 7999Constant_776"Constant* value*J 1 998 9991000 Gather_777"Gather* axis 81001Constant_778"Constant* value*J 997 10011002Add_779"Add 81003Constant_780"Constant* value*J 1002 10031004Sub_781"Sub 81005Constant_782"Constant* value*J 81006Constant_783"Constant* value*J * 1005 1004 10061007 Range_784"Range 3 10071009 Unsqueeze_785" Unsqueeze* axes@ 1009 13261012Add_786"Add 81013Constant_787"Constant* value*J 1000 10131014Add_788"Add 81015Constant_789"Constant* value*J 1014 10151016Sub_790"Sub 81017Constant_791"Constant* value*J 81018Constant_792"Constant* value*J * 1017 1016 10181019 Range_793"Range 3 10191021 Unsqueeze_794" Unsqueeze* axes@ 1021 13271024Add_795"Add 8811025 Shape_796"Shape 81026Constant_797"Constant* value*J 3 1025 10261027 Gather_798"Gather* axis 8811028 Shape_799"Shape 81029Constant_800"Constant* value*J 3 1028 10291030 Gather_801"Gather* axis 81031Constant_802"Constant* value*J 1030 10311032Mul_803"Mul 3 10271033 Unsqueeze_804" Unsqueeze* axes@ 3 10321034 Unsqueeze_805" Unsqueeze* axes@ :1035Constant_806"Constant* value*J 9 1033 1034 10351036 Concat_807"Concat* axis r1037Constant_808"Constant*R value*FJ@ 881 10371038Pad_809"Pad 3 1038 10121039 Gather_810"Gather* axis 3 1039 10241040 Gather_811"Gather* axis = 10401041 Transpose_812" Transpose* perm@ @@@@@ ( 1041 10361042Reshape_813"Reshape 7 10421043 Transpose_814" Transpose* perm@@@ / 10431044Flatten_815"Flatten* axis F layer3.0.downsample.0.adder1045Flatten_816"Flatten* axis ; 1045 10441046adder_f_817"adder_f:adder_cuda_faster R1047Constant_818"Constant*2 value*&J ( 1046 10471048Reshape_819"Reshape 9 10481049 Transpose_820" Transpose* perm@@ @@ 1049 layer3.0.downsample.1.weight layer3.0.downsample.1.bias "layer3.0.downsample.1.running_mean !layer3.0.downsample.1.running_var1050BatchNormalization_821"BatchNormalization* epsilon'7* momentumfff? 994 10501051Add_822"Add 10511052Relu_823"Relu 10521053 Shape_824"Shape 81054Constant_825"Constant* value*J 3 1053 10541055 Gather_826"Gather* axis 10521056 Shape_827"Shape 81057Constant_828"Constant* value*J 3 1056 10571058 Gather_829"Gather* axis 81059Constant_830"Constant* value*J 1055 10591060Add_831"Add 81061Constant_832"Constant* value*J 1060 10611062Sub_833"Sub 81063Constant_834"Constant* value*J 81064Constant_835"Constant* value*J * 1063 1062 10641065 Range_836"Range 3 10651067 Unsqueeze_837" Unsqueeze* axes@ 1067 13281070Add_838"Add 81071Constant_839"Constant* value*J 1058 10711072Add_840"Add 81073Constant_841"Constant* value*J 1072 10731074Sub_842"Sub 81075Constant_843"Constant* value*J 81076Constant_844"Constant* value*J * 1075 1074 10761077 Range_845"Range 3 10771079 Unsqueeze_846" Unsqueeze* axes@ 1079 13291082Add_847"Add 10521083 Shape_848"Shape 81084Constant_849"Constant* value*J 3 1083 10841085 Gather_850"Gather* axis 10521086 Shape_851"Shape 81087Constant_852"Constant* value*J 3 1086 10871088 Gather_853"Gather* axis 81089Constant_854"Constant* value*J 1088 10891090Mul_855"Mul 3 10851091 Unsqueeze_856" Unsqueeze* axes@ 3 10901092 Unsqueeze_857" Unsqueeze* axes@ :1093Constant_858"Constant* value*J 9 1091 1092 10931094 Concat_859"Concat* axis r1095Constant_860"Constant*R value*FJ@ 1052 10951096Pad_861"Pad 3 1096 10701097 Gather_862"Gather* axis 3 1097 10821098 Gather_863"Gather* axis = 10981099 Transpose_864" Transpose* perm@ @@@@@ ( 1099 10941100Reshape_865"Reshape 7 11001101 Transpose_866" Transpose* perm@@@ / 11011102Flatten_867"Flatten* axis ? layer3.1.conv1.adder1103Flatten_868"Flatten* axis ; 1103 11021104adder_f_869"adder_f:adder_cuda_faster R1105Constant_870"Constant*2 value*&J ( 1104 11051106Reshape_871"Reshape 9 11061107 Transpose_872" Transpose* perm@@ @@ 1107 layer3.1.bn1.weight layer3.1.bn1.bias layer3.1.bn1.running_mean layer3.1.bn1.running_var1108BatchNormalization_873"BatchNormalization* epsilon'7* momentumfff? 11081109Relu_874"Relu 11091110 Shape_875"Shape 81111Constant_876"Constant* value*J 3 1110 11111112 Gather_877"Gather* axis 11091113 Shape_878"Shape 81114Constant_879"Constant* value*J 3 1113 11141115 Gather_880"Gather* axis 81116Constant_881"Constant* value*J 1112 11161117Add_882"Add 81118Constant_883"Constant* value*J 1117 11181119Sub_884"Sub 81120Constant_885"Constant* value*J 81121Constant_886"Constant* value*J * 1120 1119 11211122 Range_887"Range 3 11221124 Unsqueeze_888" Unsqueeze* axes@ 1124 13301127Add_889"Add 81128Constant_890"Constant* value*J 1115 11281129Add_891"Add 81130Constant_892"Constant* value*J 1129 11301131Sub_893"Sub 81132Constant_894"Constant* value*J 81133Constant_895"Constant* value*J * 1132 1131 11331134 Range_896"Range 3 11341136 Unsqueeze_897" Unsqueeze* axes@ 1136 13311139Add_898"Add 11091140 Shape_899"Shape 81141Constant_900"Constant* value*J 3 1140 11411142 Gather_901"Gather* axis 11091143 Shape_902"Shape 81144Constant_903"Constant* value*J 3 1143 11441145 Gather_904"Gather* axis 81146Constant_905"Constant* value*J 1145 11461147Mul_906"Mul 3 11421148 Unsqueeze_907" Unsqueeze* axes@ 3 11471149 Unsqueeze_908" Unsqueeze* axes@ :1150Constant_909"Constant* value*J 9 1148 1149 11501151 Concat_910"Concat* axis r1152Constant_911"Constant*R value*FJ@ 1109 11521153Pad_912"Pad 3 1153 11271154 Gather_913"Gather* axis 3 1154 11391155 Gather_914"Gather* axis = 11551156 Transpose_915" Transpose* perm@ @@@@@ ( 1156 11511157Reshape_916"Reshape 7 11571158 Transpose_917" Transpose* perm@@@ / 11581159Flatten_918"Flatten* axis ? layer3.1.conv2.adder1160Flatten_919"Flatten* axis ; 1160 11591161adder_f_920"adder_f:adder_cuda_faster R1162Constant_921"Constant*2 value*&J ( 1161 11621163Reshape_922"Reshape 9 11631164 Transpose_923" Transpose* perm@@ @@ 1164 layer3.1.bn2.weight layer3.1.bn2.bias layer3.1.bn2.running_mean layer3.1.bn2.running_var1165BatchNormalization_924"BatchNormalization* epsilon'7* momentumfff? 1165 10521166Add_925"Add 11661167Relu_926"Relu 11671168 Shape_927"Shape 81169Constant_928"Constant* value*J 3 1168 11691170 Gather_929"Gather* axis 11671171 Shape_930"Shape 81172Constant_931"Constant* value*J 3 1171 11721173 Gather_932"Gather* axis 81174Constant_933"Constant* value*J 1170 11741175Add_934"Add 81176Constant_935"Constant* value*J 1175 11761177Sub_936"Sub 81178Constant_937"Constant* value*J 81179Constant_938"Constant* value*J * 1178 1177 11791180 Range_939"Range 3 11801182 Unsqueeze_940" Unsqueeze* axes@ 1182 13321185Add_941"Add 81186Constant_942"Constant* value*J 1173 11861187Add_943"Add 81188Constant_944"Constant* value*J 1187 11881189Sub_945"Sub 81190Constant_946"Constant* value*J 81191Constant_947"Constant* value*J * 1190 1189 11911192 Range_948"Range 3 11921194 Unsqueeze_949" Unsqueeze* axes@ 1194 13331197Add_950"Add 11671198 Shape_951"Shape 81199Constant_952"Constant* value*J 3 1198 11991200 Gather_953"Gather* axis 11671201 Shape_954"Shape 81202Constant_955"Constant* value*J 3 1201 12021203 Gather_956"Gather* axis 81204Constant_957"Constant* value*J 1203 12041205Mul_958"Mul 3 12001206 Unsqueeze_959" Unsqueeze* axes@ 3 12051207 Unsqueeze_960" Unsqueeze* axes@ :1208Constant_961"Constant* value*J 9 1206 1207 12081209 Concat_962"Concat* axis r1210Constant_963"Constant*R value*FJ@ 1167 12101211Pad_964"Pad 3 1211 11851212 Gather_965"Gather* axis 3 1212 11971213 Gather_966"Gather* axis = 12131214 Transpose_967" Transpose* perm@ @@@@@ ( 1214 12091215Reshape_968"Reshape 7 12151216 Transpose_969" Transpose* perm@@@ / 12161217Flatten_970"Flatten* axis ? layer3.2.conv1.adder1218Flatten_971"Flatten* axis ; 1218 12171219adder_f_972"adder_f:adder_cuda_faster R1220Constant_973"Constant*2 value*&J ( 1219 12201221Reshape_974"Reshape 9 12211222 Transpose_975" Transpose* perm@@ @@ 1222 layer3.2.bn1.weight layer3.2.bn1.bias layer3.2.bn1.running_mean layer3.2.bn1.running_var1223BatchNormalization_976"BatchNormalization* epsilon'7* momentumfff? 12231224Relu_977"Relu 12241225 Shape_978"Shape 81226Constant_979"Constant* value*J 3 1225 12261227 Gather_980"Gather* axis 12241228 Shape_981"Shape 81229Constant_982"Constant* value*J 3 1228 12291230 Gather_983"Gather* axis 81231Constant_984"Constant* value*J 1227 12311232Add_985"Add 81233Constant_986"Constant* value*J 1232 12331234Sub_987"Sub 81235Constant_988"Constant* value*J 81236Constant_989"Constant* value*J * 1235 1234 12361237 Range_990"Range 3 12371239 Unsqueeze_991" Unsqueeze* axes@ 1239 13341242Add_992"Add 81243Constant_993"Constant* value*J 1230 12431244Add_994"Add 81245Constant_995"Constant* value*J 1244 12451246Sub_996"Sub 81247Constant_997"Constant* value*J 81248Constant_998"Constant* value*J * 1247 1246 12481249 Range_999"Range 4 12491251Unsqueeze_1000" Unsqueeze* axes@ ! 1251 13351254Add_1001"Add 12241255 Shape_1002"Shape 91256 Constant_1003"Constant* value*J 4 1255 12561257Gather_1004"Gather* axis 12241258 Shape_1005"Shape 91259 Constant_1006"Constant* value*J 4 1258 12591260Gather_1007"Gather* axis 91261 Constant_1008"Constant* value*J ! 1260 12611262Mul_1009"Mul 4 12571263Unsqueeze_1010" Unsqueeze* axes@ 4 12621264Unsqueeze_1011" Unsqueeze* axes@ ;1265 Constant_1012"Constant* value*J : 1263 1264 12651266Concat_1013"Concat* axis s1267 Constant_1014"Constant*R value*FJ@ ! 1224 12671268Pad_1015"Pad 4 1268 12421269Gather_1016"Gather* axis 4 1269 12541270Gather_1017"Gather* axis > 12701271Transpose_1018" Transpose* perm@ @@@@@ ) 1271 12661272Reshape_1019"Reshape 8 12721273Transpose_1020" Transpose* perm@@@ 0 12731274Flatten_1021"Flatten* axis @ layer3.2.conv2.adder1275Flatten_1022"Flatten* axis < 1275 12741276adder_f_1023"adder_f:adder_cuda_faster S1277 Constant_1024"Constant*2 value*&J ) 1276 12771278Reshape_1025"Reshape : 12781279Transpose_1026" Transpose* perm@@ @@ 1279 layer3.2.bn2.weight layer3.2.bn2.bias layer3.2.bn2.running_mean layer3.2.bn2.running_var1280BatchNormalization_1027"BatchNormalization* epsilon'7* momentumfff? ! 1280 11671281Add_1028"Add 12811282 Relu_1029"Relu s1283 Constant_1030"Constant*R value*FJ@ 6 1282 12831284Pad_1031"Pad* mode"constant y 12841285AveragePool_1032"AveragePool* ceil_mode * kernel_shape@@* pads@ @ @ @ * strides@@ 1285 fc.weight1286 Conv_1033"Conv* dilations@@* group* kernel_shape@@* pads@ @ @ @ * strides@@ 1286 bn2.weight bn2.bias bn2.running_mean bn2.running_var1287BatchNormalization_1034"BatchNormalization* epsilon'7* momentumfff? 12871288 Shape_1035"Shape 91289 Constant_1036"Constant* value*J 4 1288 12891290Gather_1037"Gather* axis 4 12901292Unsqueeze_1038" Unsqueeze* axes@ 4 1292 13361294Concat_1039"Concat* axis + 1287 1294outputReshape_1040"Reshapetorch-jit-export*&B1296J *&B1297J *&B1298J *&B1299J *&B1300J *&B1301J *&B1302J *&B1303J *&B1304J *&B1305J *&B1306J *&B1307J *&B1308J *&B1309J *&B1310J *&B1311J *B1312J *B1313J *&B1314J *&B1315J *&B1316J *&B1317J *&B1318J *&B1319J *&B1320J *&B1321J *&B1322J *&B1323J *&B1324J *&B1325J *B1326J *B1327J *&B1328J *&B1329J *&B1330J *&B1331J *&B1332J *&B1333J *&B1334J *&B1335J *B1336J*PBbn1.biasJ@bŽf ?~?>ZZ>y[v>8>=c>>-Х>*XBbn1.running_meanJ@N=!Gǽ V