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  249. %248 : Float(256)
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  268. %267 : Float(512)
  269. %268 : Float(512)
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  274. %273 : Float(2048)
  275. %274 : Float(2048)
  276. %275 : Float(2048)
  277. %276 : Long()
  278. %277 : Float(2048, 1024, 1, 1)
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  280. %279 : Float(2048)
  281. %280 : Float(2048)
  282. %281 : Float(2048)
  283. %282 : Long()
  284. %283 : Float(512, 2048, 1, 1)
  285. %284 : Float(512)
  286. %285 : Float(512)
  287. %286 : Float(512)
  288. %287 : Float(512)
  289. %288 : Long()
  290. %289 : Float(512, 512, 3, 3)
  291. %290 : Float(512)
  292. %291 : Float(512)
  293. %292 : Float(512)
  294. %293 : Float(512)
  295. %294 : Long()
  296. %295 : Float(2048, 512, 1, 1)
  297. %296 : Float(2048)
  298. %297 : Float(2048)
  299. %298 : Float(2048)
  300. %299 : Float(2048)
  301. %300 : Long()
  302. %301 : Float(512, 2048, 1, 1)
  303. %302 : Float(512)
  304. %303 : Float(512)
  305. %304 : Float(512)
  306. %305 : Float(512)
  307. %306 : Long()
  308. %307 : Float(512, 512, 3, 3)
  309. %308 : Float(512)
  310. %309 : Float(512)
  311. %310 : Float(512)
  312. %311 : Float(512)
  313. %312 : Long()
  314. %313 : Float(2048, 512, 1, 1)
  315. %314 : Float(2048)
  316. %315 : Float(2048)
  317. %316 : Float(2048)
  318. %317 : Float(2048)
  319. %318 : Long()
  320. %319 : Float(1000, 2048)
  321. %320 : Float(1000)) {
  322. %321 : Dynamic = prim::Undefined()
  323. %330 : Float(4, 64, 112, 112) = aten::_convolution[stride=[2, 2], padding=[3, 3], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%0, %1, %321)
  324. %345 : Float(4, 64, 112, 112) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%330, %2, %3, %4, %5)
  325. %347 : Float(4, 64, 112, 112) = aten::threshold[threshold={0}, value={0}](%345)
  326. %350 : Float(4, 64, 56, 56), %351 : Long(4, 64, 56, 56) = aten::max_pool2d[kernel_size=[3, 3], stride=[2, 2], padding=[1, 1], dilation=[1, 1], ceil_mode=0](%347)
  327. %352 : Dynamic = prim::Undefined()
  328. %361 : Float(4, 64, 56, 56) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%350, %7, %352)
  329. %376 : Float(4, 64, 56, 56) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%361, %8, %9, %10, %11)
  330. %378 : Float(4, 64, 56, 56) = aten::threshold[threshold={0}, value={0}](%376)
  331. %379 : Dynamic = prim::Undefined()
  332. %388 : Float(4, 64, 56, 56) = aten::_convolution[stride=[1, 1], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%378, %13, %379)
  333. %403 : Float(4, 64, 56, 56) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%388, %14, %15, %16, %17)
  334. %405 : Float(4, 64, 56, 56) = aten::threshold[threshold={0}, value={0}](%403)
  335. %406 : Dynamic = prim::Undefined()
  336. %415 : Float(4, 256, 56, 56) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%405, %19, %406)
  337. %430 : Float(4, 256, 56, 56) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%415, %20, %21, %22, %23)
  338. %431 : Dynamic = prim::Undefined()
  339. %440 : Float(4, 256, 56, 56) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%350, %25, %431)
  340. %455 : Float(4, 256, 56, 56) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%440, %26, %27, %28, %29)
  341. %456 : Float(4, 256, 56, 56) = aten::add[alpha={1}](%430, %455)
  342. %458 : Float(4, 256, 56, 56) = aten::threshold[threshold={0}, value={0}](%456)
  343. %459 : Dynamic = prim::Undefined()
  344. %468 : Float(4, 64, 56, 56) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%458, %31, %459)
  345. %483 : Float(4, 64, 56, 56) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%468, %32, %33, %34, %35)
  346. %485 : Float(4, 64, 56, 56) = aten::threshold[threshold={0}, value={0}](%483)
  347. %486 : Dynamic = prim::Undefined()
  348. %495 : Float(4, 64, 56, 56) = aten::_convolution[stride=[1, 1], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%485, %37, %486)
  349. %510 : Float(4, 64, 56, 56) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%495, %38, %39, %40, %41)
  350. %512 : Float(4, 64, 56, 56) = aten::threshold[threshold={0}, value={0}](%510)
  351. %513 : Dynamic = prim::Undefined()
  352. %522 : Float(4, 256, 56, 56) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%512, %43, %513)
  353. %537 : Float(4, 256, 56, 56) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%522, %44, %45, %46, %47)
  354. %538 : Float(4, 256, 56, 56) = aten::add[alpha={1}](%537, %458)
  355. %540 : Float(4, 256, 56, 56) = aten::threshold[threshold={0}, value={0}](%538)
  356. %541 : Dynamic = prim::Undefined()
  357. %550 : Float(4, 64, 56, 56) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%540, %49, %541)
  358. %565 : Float(4, 64, 56, 56) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%550, %50, %51, %52, %53)
  359. %567 : Float(4, 64, 56, 56) = aten::threshold[threshold={0}, value={0}](%565)
  360. %568 : Dynamic = prim::Undefined()
  361. %577 : Float(4, 64, 56, 56) = aten::_convolution[stride=[1, 1], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%567, %55, %568)
  362. %592 : Float(4, 64, 56, 56) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%577, %56, %57, %58, %59)
  363. %594 : Float(4, 64, 56, 56) = aten::threshold[threshold={0}, value={0}](%592)
  364. %595 : Dynamic = prim::Undefined()
  365. %604 : Float(4, 256, 56, 56) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%594, %61, %595)
  366. %619 : Float(4, 256, 56, 56) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%604, %62, %63, %64, %65)
  367. %620 : Float(4, 256, 56, 56) = aten::add[alpha={1}](%619, %540)
  368. %622 : Float(4, 256, 56, 56) = aten::threshold[threshold={0}, value={0}](%620)
  369. %623 : Dynamic = prim::Undefined()
  370. %632 : Float(4, 128, 56, 56) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%622, %67, %623)
  371. %647 : Float(4, 128, 56, 56) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%632, %68, %69, %70, %71)
  372. %649 : Float(4, 128, 56, 56) = aten::threshold[threshold={0}, value={0}](%647)
  373. %650 : Dynamic = prim::Undefined()
  374. %659 : Float(4, 128, 28, 28) = aten::_convolution[stride=[2, 2], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%649, %73, %650)
  375. %674 : Float(4, 128, 28, 28) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%659, %74, %75, %76, %77)
  376. %676 : Float(4, 128, 28, 28) = aten::threshold[threshold={0}, value={0}](%674)
  377. %677 : Dynamic = prim::Undefined()
  378. %686 : Float(4, 512, 28, 28) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%676, %79, %677)
  379. %701 : Float(4, 512, 28, 28) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%686, %80, %81, %82, %83)
  380. %702 : Dynamic = prim::Undefined()
  381. %711 : Float(4, 512, 28, 28) = aten::_convolution[stride=[2, 2], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%622, %85, %702)
  382. %726 : Float(4, 512, 28, 28) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%711, %86, %87, %88, %89)
  383. %727 : Float(4, 512, 28, 28) = aten::add[alpha={1}](%701, %726)
  384. %729 : Float(4, 512, 28, 28) = aten::threshold[threshold={0}, value={0}](%727)
  385. %730 : Dynamic = prim::Undefined()
  386. %739 : Float(4, 128, 28, 28) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%729, %91, %730)
  387. %754 : Float(4, 128, 28, 28) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%739, %92, %93, %94, %95)
  388. %756 : Float(4, 128, 28, 28) = aten::threshold[threshold={0}, value={0}](%754)
  389. %757 : Dynamic = prim::Undefined()
  390. %766 : Float(4, 128, 28, 28) = aten::_convolution[stride=[1, 1], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%756, %97, %757)
  391. %781 : Float(4, 128, 28, 28) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%766, %98, %99, %100, %101)
  392. %783 : Float(4, 128, 28, 28) = aten::threshold[threshold={0}, value={0}](%781)
  393. %784 : Dynamic = prim::Undefined()
  394. %793 : Float(4, 512, 28, 28) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%783, %103, %784)
  395. %808 : Float(4, 512, 28, 28) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%793, %104, %105, %106, %107)
  396. %809 : Float(4, 512, 28, 28) = aten::add[alpha={1}](%808, %729)
  397. %811 : Float(4, 512, 28, 28) = aten::threshold[threshold={0}, value={0}](%809)
  398. %812 : Dynamic = prim::Undefined()
  399. %821 : Float(4, 128, 28, 28) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%811, %109, %812)
  400. %836 : Float(4, 128, 28, 28) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%821, %110, %111, %112, %113)
  401. %838 : Float(4, 128, 28, 28) = aten::threshold[threshold={0}, value={0}](%836)
  402. %839 : Dynamic = prim::Undefined()
  403. %848 : Float(4, 128, 28, 28) = aten::_convolution[stride=[1, 1], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%838, %115, %839)
  404. %863 : Float(4, 128, 28, 28) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%848, %116, %117, %118, %119)
  405. %865 : Float(4, 128, 28, 28) = aten::threshold[threshold={0}, value={0}](%863)
  406. %866 : Dynamic = prim::Undefined()
  407. %875 : Float(4, 512, 28, 28) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%865, %121, %866)
  408. %890 : Float(4, 512, 28, 28) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%875, %122, %123, %124, %125)
  409. %891 : Float(4, 512, 28, 28) = aten::add[alpha={1}](%890, %811)
  410. %893 : Float(4, 512, 28, 28) = aten::threshold[threshold={0}, value={0}](%891)
  411. %894 : Dynamic = prim::Undefined()
  412. %903 : Float(4, 128, 28, 28) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%893, %127, %894)
  413. %918 : Float(4, 128, 28, 28) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%903, %128, %129, %130, %131)
  414. %920 : Float(4, 128, 28, 28) = aten::threshold[threshold={0}, value={0}](%918)
  415. %921 : Dynamic = prim::Undefined()
  416. %930 : Float(4, 128, 28, 28) = aten::_convolution[stride=[1, 1], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%920, %133, %921)
  417. %945 : Float(4, 128, 28, 28) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%930, %134, %135, %136, %137)
  418. %947 : Float(4, 128, 28, 28) = aten::threshold[threshold={0}, value={0}](%945)
  419. %948 : Dynamic = prim::Undefined()
  420. %957 : Float(4, 512, 28, 28) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%947, %139, %948)
  421. %972 : Float(4, 512, 28, 28) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%957, %140, %141, %142, %143)
  422. %973 : Float(4, 512, 28, 28) = aten::add[alpha={1}](%972, %893)
  423. %975 : Float(4, 512, 28, 28) = aten::threshold[threshold={0}, value={0}](%973)
  424. %976 : Dynamic = prim::Undefined()
  425. %985 : Float(4, 256, 28, 28) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%975, %145, %976)
  426. %1000 : Float(4, 256, 28, 28) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%985, %146, %147, %148, %149)
  427. %1002 : Float(4, 256, 28, 28) = aten::threshold[threshold={0}, value={0}](%1000)
  428. %1003 : Dynamic = prim::Undefined()
  429. %1012 : Float(4, 256, 14, 14) = aten::_convolution[stride=[2, 2], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1002, %151, %1003)
  430. %1027 : Float(4, 256, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1012, %152, %153, %154, %155)
  431. %1029 : Float(4, 256, 14, 14) = aten::threshold[threshold={0}, value={0}](%1027)
  432. %1030 : Dynamic = prim::Undefined()
  433. %1039 : Float(4, 1024, 14, 14) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1029, %157, %1030)
  434. %1054 : Float(4, 1024, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1039, %158, %159, %160, %161)
  435. %1055 : Dynamic = prim::Undefined()
  436. %1064 : Float(4, 1024, 14, 14) = aten::_convolution[stride=[2, 2], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%975, %163, %1055)
  437. %1079 : Float(4, 1024, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1064, %164, %165, %166, %167)
  438. %1080 : Float(4, 1024, 14, 14) = aten::add[alpha={1}](%1054, %1079)
  439. %1082 : Float(4, 1024, 14, 14) = aten::threshold[threshold={0}, value={0}](%1080)
  440. %1083 : Dynamic = prim::Undefined()
  441. %1092 : Float(4, 256, 14, 14) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1082, %169, %1083)
  442. %1107 : Float(4, 256, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1092, %170, %171, %172, %173)
  443. %1109 : Float(4, 256, 14, 14) = aten::threshold[threshold={0}, value={0}](%1107)
  444. %1110 : Dynamic = prim::Undefined()
  445. %1119 : Float(4, 256, 14, 14) = aten::_convolution[stride=[1, 1], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1109, %175, %1110)
  446. %1134 : Float(4, 256, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1119, %176, %177, %178, %179)
  447. %1136 : Float(4, 256, 14, 14) = aten::threshold[threshold={0}, value={0}](%1134)
  448. %1137 : Dynamic = prim::Undefined()
  449. %1146 : Float(4, 1024, 14, 14) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1136, %181, %1137)
  450. %1161 : Float(4, 1024, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1146, %182, %183, %184, %185)
  451. %1162 : Float(4, 1024, 14, 14) = aten::add[alpha={1}](%1161, %1082)
  452. %1164 : Float(4, 1024, 14, 14) = aten::threshold[threshold={0}, value={0}](%1162)
  453. %1165 : Dynamic = prim::Undefined()
  454. %1174 : Float(4, 256, 14, 14) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1164, %187, %1165)
  455. %1189 : Float(4, 256, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1174, %188, %189, %190, %191)
  456. %1191 : Float(4, 256, 14, 14) = aten::threshold[threshold={0}, value={0}](%1189)
  457. %1192 : Dynamic = prim::Undefined()
  458. %1201 : Float(4, 256, 14, 14) = aten::_convolution[stride=[1, 1], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1191, %193, %1192)
  459. %1216 : Float(4, 256, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1201, %194, %195, %196, %197)
  460. %1218 : Float(4, 256, 14, 14) = aten::threshold[threshold={0}, value={0}](%1216)
  461. %1219 : Dynamic = prim::Undefined()
  462. %1228 : Float(4, 1024, 14, 14) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1218, %199, %1219)
  463. %1243 : Float(4, 1024, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1228, %200, %201, %202, %203)
  464. %1244 : Float(4, 1024, 14, 14) = aten::add[alpha={1}](%1243, %1164)
  465. %1246 : Float(4, 1024, 14, 14) = aten::threshold[threshold={0}, value={0}](%1244)
  466. %1247 : Dynamic = prim::Undefined()
  467. %1256 : Float(4, 256, 14, 14) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1246, %205, %1247)
  468. %1271 : Float(4, 256, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1256, %206, %207, %208, %209)
  469. %1273 : Float(4, 256, 14, 14) = aten::threshold[threshold={0}, value={0}](%1271)
  470. %1274 : Dynamic = prim::Undefined()
  471. %1283 : Float(4, 256, 14, 14) = aten::_convolution[stride=[1, 1], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1273, %211, %1274)
  472. %1298 : Float(4, 256, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1283, %212, %213, %214, %215)
  473. %1300 : Float(4, 256, 14, 14) = aten::threshold[threshold={0}, value={0}](%1298)
  474. %1301 : Dynamic = prim::Undefined()
  475. %1310 : Float(4, 1024, 14, 14) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1300, %217, %1301)
  476. %1325 : Float(4, 1024, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1310, %218, %219, %220, %221)
  477. %1326 : Float(4, 1024, 14, 14) = aten::add[alpha={1}](%1325, %1246)
  478. %1328 : Float(4, 1024, 14, 14) = aten::threshold[threshold={0}, value={0}](%1326)
  479. %1329 : Dynamic = prim::Undefined()
  480. %1338 : Float(4, 256, 14, 14) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1328, %223, %1329)
  481. %1353 : Float(4, 256, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1338, %224, %225, %226, %227)
  482. %1355 : Float(4, 256, 14, 14) = aten::threshold[threshold={0}, value={0}](%1353)
  483. %1356 : Dynamic = prim::Undefined()
  484. %1365 : Float(4, 256, 14, 14) = aten::_convolution[stride=[1, 1], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1355, %229, %1356)
  485. %1380 : Float(4, 256, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1365, %230, %231, %232, %233)
  486. %1382 : Float(4, 256, 14, 14) = aten::threshold[threshold={0}, value={0}](%1380)
  487. %1383 : Dynamic = prim::Undefined()
  488. %1392 : Float(4, 1024, 14, 14) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1382, %235, %1383)
  489. %1407 : Float(4, 1024, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1392, %236, %237, %238, %239)
  490. %1408 : Float(4, 1024, 14, 14) = aten::add[alpha={1}](%1407, %1328)
  491. %1410 : Float(4, 1024, 14, 14) = aten::threshold[threshold={0}, value={0}](%1408)
  492. %1411 : Dynamic = prim::Undefined()
  493. %1420 : Float(4, 256, 14, 14) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1410, %241, %1411)
  494. %1435 : Float(4, 256, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1420, %242, %243, %244, %245)
  495. %1437 : Float(4, 256, 14, 14) = aten::threshold[threshold={0}, value={0}](%1435)
  496. %1438 : Dynamic = prim::Undefined()
  497. %1447 : Float(4, 256, 14, 14) = aten::_convolution[stride=[1, 1], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1437, %247, %1438)
  498. %1462 : Float(4, 256, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1447, %248, %249, %250, %251)
  499. %1464 : Float(4, 256, 14, 14) = aten::threshold[threshold={0}, value={0}](%1462)
  500. %1465 : Dynamic = prim::Undefined()
  501. %1474 : Float(4, 1024, 14, 14) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1464, %253, %1465)
  502. %1489 : Float(4, 1024, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1474, %254, %255, %256, %257)
  503. %1490 : Float(4, 1024, 14, 14) = aten::add[alpha={1}](%1489, %1410)
  504. %1492 : Float(4, 1024, 14, 14) = aten::threshold[threshold={0}, value={0}](%1490)
  505. %1493 : Dynamic = prim::Undefined()
  506. %1502 : Float(4, 512, 14, 14) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1492, %259, %1493)
  507. %1517 : Float(4, 512, 14, 14) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1502, %260, %261, %262, %263)
  508. %1519 : Float(4, 512, 14, 14) = aten::threshold[threshold={0}, value={0}](%1517)
  509. %1520 : Dynamic = prim::Undefined()
  510. %1529 : Float(4, 512, 7, 7) = aten::_convolution[stride=[2, 2], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1519, %265, %1520)
  511. %1544 : Float(4, 512, 7, 7) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1529, %266, %267, %268, %269)
  512. %1546 : Float(4, 512, 7, 7) = aten::threshold[threshold={0}, value={0}](%1544)
  513. %1547 : Dynamic = prim::Undefined()
  514. %1556 : Float(4, 2048, 7, 7) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1546, %271, %1547)
  515. %1571 : Float(4, 2048, 7, 7) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1556, %272, %273, %274, %275)
  516. %1572 : Dynamic = prim::Undefined()
  517. %1581 : Float(4, 2048, 7, 7) = aten::_convolution[stride=[2, 2], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1492, %277, %1572)
  518. %1596 : Float(4, 2048, 7, 7) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1581, %278, %279, %280, %281)
  519. %1597 : Float(4, 2048, 7, 7) = aten::add[alpha={1}](%1571, %1596)
  520. %1599 : Float(4, 2048, 7, 7) = aten::threshold[threshold={0}, value={0}](%1597)
  521. %1600 : Dynamic = prim::Undefined()
  522. %1609 : Float(4, 512, 7, 7) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1599, %283, %1600)
  523. %1624 : Float(4, 512, 7, 7) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1609, %284, %285, %286, %287)
  524. %1626 : Float(4, 512, 7, 7) = aten::threshold[threshold={0}, value={0}](%1624)
  525. %1627 : Dynamic = prim::Undefined()
  526. %1636 : Float(4, 512, 7, 7) = aten::_convolution[stride=[1, 1], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1626, %289, %1627)
  527. %1651 : Float(4, 512, 7, 7) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1636, %290, %291, %292, %293)
  528. %1653 : Float(4, 512, 7, 7) = aten::threshold[threshold={0}, value={0}](%1651)
  529. %1654 : Dynamic = prim::Undefined()
  530. %1663 : Float(4, 2048, 7, 7) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1653, %295, %1654)
  531. %1678 : Float(4, 2048, 7, 7) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1663, %296, %297, %298, %299)
  532. %1679 : Float(4, 2048, 7, 7) = aten::add[alpha={1}](%1678, %1599)
  533. %1681 : Float(4, 2048, 7, 7) = aten::threshold[threshold={0}, value={0}](%1679)
  534. %1682 : Dynamic = prim::Undefined()
  535. %1691 : Float(4, 512, 7, 7) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1681, %301, %1682)
  536. %1706 : Float(4, 512, 7, 7) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1691, %302, %303, %304, %305)
  537. %1708 : Float(4, 512, 7, 7) = aten::threshold[threshold={0}, value={0}](%1706)
  538. %1709 : Dynamic = prim::Undefined()
  539. %1718 : Float(4, 512, 7, 7) = aten::_convolution[stride=[1, 1], padding=[1, 1], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1708, %307, %1709)
  540. %1733 : Float(4, 512, 7, 7) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1718, %308, %309, %310, %311)
  541. %1735 : Float(4, 512, 7, 7) = aten::threshold[threshold={0}, value={0}](%1733)
  542. %1736 : Dynamic = prim::Undefined()
  543. %1745 : Float(4, 2048, 7, 7) = aten::_convolution[stride=[1, 1], padding=[0, 0], dilation=[1, 1], transposed=0, output_padding=[0, 0], groups=1, benchmark=0, deterministic=0, cudnn_enabled=1](%1735, %313, %1736)
  544. %1760 : Float(4, 2048, 7, 7) = aten::batch_norm[training=1, momentum=0.1, eps=1e-05, cudnn_enabled=1](%1745, %314, %315, %316, %317)
  545. %1761 : Float(4, 2048, 7, 7) = aten::add[alpha={1}](%1760, %1681)
  546. %1763 : Float(4, 2048, 7, 7) = aten::threshold[threshold={0}, value={0}](%1761)
  547. %1765 : Float(4, 2048, 1, 1) = aten::avg_pool2d[kernel_size=[7, 7], stride=[1, 1], padding=[0, 0], ceil_mode=0, count_include_pad=1](%1763)
  548. %1766 : Long() = aten::size[dim=0](%1765)
  549. %1767 : Long() = prim::Constant[value={-1}]()
  550. %1768 : Dynamic = aten::stack[dim=0](%1766, %1767)
  551. %1769 : Float(4, 2048) = aten::view(%1765, %1768)
  552. %1770 : Float(2048!, 1000!) = aten::t(%319)
  553. %1771 : Float(4!, 1000) = aten::expand[size=[4, 1000], implicit=1](%320)
  554. %1772 : Float(4, 1000) = aten::addmm[beta={1}, alpha={1}](%1771, %1769, %1770)
  555. return (%1772);
  556. }
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