#include <stdio.h> #include <stdlib.h> #include <unistd.h> #include <fcntl.h> #include <sys/stat.h> #include <cstring> #include <hpvm.h> #include <tensorTypes.h> #include <tensorUtils.h> void var_0_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(1); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_1_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(2); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_2_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(3); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_3_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(4); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_4_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(5); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_5_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(6); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_6_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(7); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_7_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(8); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_8_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(9); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_9_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(10); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_10_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(11); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_11_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(12); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_12_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(13); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_13_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(14); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_14_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(15); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_15_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(16); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_16_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(17); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_17_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(18); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_18_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(19); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_19_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(20); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_20_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(21); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_21_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(22); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_22_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(23); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_23_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(24); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_24_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(25); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 2, 2); __hpvm__return(2, r, (size_t)0); } void var_25_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(26); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_26_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(27); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_27_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(28); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_28_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(29); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_29_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(30); void *r = __hpvm__tensor_convolution(t1, t2, 0, 0, 2, 2); __hpvm__return(2, r, (size_t)0); } void var_30_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(31); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_31_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(32); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_32_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(33); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_33_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(34); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_34_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(35); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_35_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(36); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_36_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(37); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_37_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(38); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_38_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(39); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_39_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(40); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_40_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(41); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_41_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(42); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_42_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(43); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_43_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(44); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_44_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(45); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_45_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(46); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_46_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(47); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_47_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(48); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 2, 2); __hpvm__return(2, r, (size_t)0); } void var_48_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(49); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_49_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(50); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_50_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(51); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_51_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(52); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_52_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(53); void *r = __hpvm__tensor_convolution(t1, t2, 0, 0, 2, 2); __hpvm__return(2, r, (size_t)0); } void var_53_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(54); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_54_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(55); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_55_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(56); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_56_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(57); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_57_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(58); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_58_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(59); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_59_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(60); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_60_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(61); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_61_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(62); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_62_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(63); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_63_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(64); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_64_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(65); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_65_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(66); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_66_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(67); void *r = __hpvm__tensor_convolution(t1, t2, 1, 1, 1, 1); __hpvm__return(2, r, (size_t)0); } void var_67_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(68); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_68_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(69); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_69_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(70); void *r = __hpvm__tensor_relu(t1); __hpvm__return(2, r, (size_t)0); } void var_70_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(71); void *r = __hpvm__tensor_pool_mean(t1, 8, 8, 0, 0, 8, 8); __hpvm__return(2, r, (size_t)0); } void var_71_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(72); void *r = __hpvm__tensor_mul(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_72_node(void *t1, size_t bytes_t1, void *t2, size_t bytes_t2) { __hpvm__hint(hpvm::PROMISE_TARGET); __hpvm__attributes(2, t1, t2, 0); __hpvm__node_id(73); void *r = __hpvm__tensor_add(t1, t2); __hpvm__return(2, r, (size_t)0); } void var_73_node(void *t1, size_t bytes_t1) { __hpvm__hint(hpvm::CUDNN_TARGET); __hpvm__attributes(1, t1, 0); __hpvm__node_id(74); void *r = __hpvm__tensor_softmax(t1); __hpvm__return(2, r, (size_t)0); } void root(void *input, size_t input_bytes, void *conv2d_1_w, size_t conv2d_1_w_bytes, void *conv2d_1_b, size_t conv2d_1_b_bytes, void *conv2d_2_w, size_t conv2d_2_w_bytes, void *conv2d_2_b, size_t conv2d_2_b_bytes, void *conv2d_3_w, size_t conv2d_3_w_bytes, void *conv2d_3_b, size_t conv2d_3_b_bytes, void *conv2d_4_w, size_t conv2d_4_w_bytes, void *conv2d_4_b, size_t conv2d_4_b_bytes, void *conv2d_5_w, size_t conv2d_5_w_bytes, void *conv2d_5_b, size_t conv2d_5_b_bytes, void *conv2d_6_w, size_t conv2d_6_w_bytes, void *conv2d_6_b, size_t conv2d_6_b_bytes, void *conv2d_7_w, size_t conv2d_7_w_bytes, void *conv2d_7_b, size_t conv2d_7_b_bytes, void *conv2d_8_w, size_t conv2d_8_w_bytes, void *conv2d_8_b, size_t conv2d_8_b_bytes, void *conv2d_10_w, size_t conv2d_10_w_bytes, void *conv2d_10_b, size_t conv2d_10_b_bytes, void *conv2d_9_w, size_t conv2d_9_w_bytes, void *conv2d_9_b, size_t conv2d_9_b_bytes, void *conv2d_11_w, size_t conv2d_11_w_bytes, void *conv2d_11_b, size_t conv2d_11_b_bytes, void *conv2d_12_w, size_t conv2d_12_w_bytes, void *conv2d_12_b, size_t conv2d_12_b_bytes, void *conv2d_13_w, size_t conv2d_13_w_bytes, void *conv2d_13_b, size_t conv2d_13_b_bytes, void *conv2d_14_w, size_t conv2d_14_w_bytes, void *conv2d_14_b, size_t conv2d_14_b_bytes, void *conv2d_15_w, size_t conv2d_15_w_bytes, void *conv2d_15_b, size_t conv2d_15_b_bytes, void *conv2d_17_w, size_t conv2d_17_w_bytes, void *conv2d_17_b, size_t conv2d_17_b_bytes, void *conv2d_16_w, size_t conv2d_16_w_bytes, void *conv2d_16_b, size_t conv2d_16_b_bytes, void *conv2d_18_w, size_t conv2d_18_w_bytes, void *conv2d_18_b, size_t conv2d_18_b_bytes, void *conv2d_19_w, size_t conv2d_19_w_bytes, void *conv2d_19_b, size_t conv2d_19_b_bytes, void *conv2d_20_w, size_t conv2d_20_w_bytes, void *conv2d_20_b, size_t conv2d_20_b_bytes, void *conv2d_21_w, size_t conv2d_21_w_bytes, void *conv2d_21_b, size_t conv2d_21_b_bytes, void *dense_1_w, size_t dense_1_w_bytes, void *dense_1_b, size_t dense_1_b_bytes) { __hpvm__hint(hpvm::CPU_TARGET); __hpvm__attributes( 45, input, conv2d_1_w, conv2d_1_b, conv2d_2_w, conv2d_2_b, conv2d_3_w, conv2d_3_b, conv2d_4_w, conv2d_4_b, conv2d_5_w, conv2d_5_b, conv2d_6_w, conv2d_6_b, conv2d_7_w, conv2d_7_b, conv2d_8_w, conv2d_8_b, conv2d_10_w, conv2d_10_b, conv2d_9_w, conv2d_9_b, conv2d_11_w, conv2d_11_b, conv2d_12_w, conv2d_12_b, conv2d_13_w, conv2d_13_b, conv2d_14_w, conv2d_14_b, conv2d_15_w, conv2d_15_b, conv2d_17_w, conv2d_17_b, conv2d_16_w, conv2d_16_b, conv2d_18_w, conv2d_18_b, conv2d_19_w, conv2d_19_b, conv2d_20_w, conv2d_20_b, conv2d_21_w, conv2d_21_b, dense_1_w, dense_1_b, 0); void *var_0 = __hpvm__createNodeND(0, var_0_node); __hpvm__bindIn(var_0, 0, 0, 0); __hpvm__bindIn(var_0, 1, 1, 0); __hpvm__bindIn(var_0, 2, 2, 0); __hpvm__bindIn(var_0, 3, 3, 0); void *var_1 = __hpvm__createNodeND(0, var_1_node); __hpvm__edge(var_0, var_1, 1, 0, 0, 0); __hpvm__edge(var_0, var_1, 1, 1, 1, 0); __hpvm__bindIn(var_1, 4, 2, 0); __hpvm__bindIn(var_1, 5, 3, 0); void *var_2 = __hpvm__createNodeND(0, var_2_node); __hpvm__edge(var_1, var_2, 1, 0, 0, 0); __hpvm__edge(var_1, var_2, 1, 1, 1, 0); void *var_3 = __hpvm__createNodeND(0, var_3_node); __hpvm__edge(var_2, var_3, 1, 0, 0, 0); __hpvm__edge(var_2, var_3, 1, 1, 1, 0); __hpvm__bindIn(var_3, 6, 2, 0); __hpvm__bindIn(var_3, 7, 3, 0); void *var_4 = __hpvm__createNodeND(0, var_4_node); __hpvm__edge(var_3, var_4, 1, 0, 0, 0); __hpvm__edge(var_3, var_4, 1, 1, 1, 0); __hpvm__bindIn(var_4, 8, 2, 0); __hpvm__bindIn(var_4, 9, 3, 0); void *var_5 = __hpvm__createNodeND(0, var_5_node); __hpvm__edge(var_4, var_5, 1, 0, 0, 0); __hpvm__edge(var_4, var_5, 1, 1, 1, 0); void *var_6 = __hpvm__createNodeND(0, var_6_node); __hpvm__edge(var_5, var_6, 1, 0, 0, 0); __hpvm__edge(var_5, var_6, 1, 1, 1, 0); __hpvm__bindIn(var_6, 10, 2, 0); __hpvm__bindIn(var_6, 11, 3, 0); void *var_7 = __hpvm__createNodeND(0, var_7_node); __hpvm__edge(var_6, var_7, 1, 0, 0, 0); __hpvm__edge(var_6, var_7, 1, 1, 1, 0); __hpvm__bindIn(var_7, 12, 2, 0); __hpvm__bindIn(var_7, 13, 3, 0); void *var_8 = __hpvm__createNodeND(0, var_8_node); __hpvm__edge(var_2, var_8, 1, 0, 0, 0); __hpvm__edge(var_2, var_8, 1, 1, 1, 0); __hpvm__edge(var_7, var_8, 1, 0, 2, 0); __hpvm__edge(var_7, var_8, 1, 1, 3, 0); void *var_9 = __hpvm__createNodeND(0, var_9_node); __hpvm__edge(var_8, var_9, 1, 0, 0, 0); __hpvm__edge(var_8, var_9, 1, 1, 1, 0); void *var_10 = __hpvm__createNodeND(0, var_10_node); __hpvm__edge(var_9, var_10, 1, 0, 0, 0); __hpvm__edge(var_9, var_10, 1, 1, 1, 0); __hpvm__bindIn(var_10, 14, 2, 0); __hpvm__bindIn(var_10, 15, 3, 0); void *var_11 = __hpvm__createNodeND(0, var_11_node); __hpvm__edge(var_10, var_11, 1, 0, 0, 0); __hpvm__edge(var_10, var_11, 1, 1, 1, 0); __hpvm__bindIn(var_11, 16, 2, 0); __hpvm__bindIn(var_11, 17, 3, 0); void *var_12 = __hpvm__createNodeND(0, var_12_node); __hpvm__edge(var_11, var_12, 1, 0, 0, 0); __hpvm__edge(var_11, var_12, 1, 1, 1, 0); void *var_13 = __hpvm__createNodeND(0, var_13_node); __hpvm__edge(var_12, var_13, 1, 0, 0, 0); __hpvm__edge(var_12, var_13, 1, 1, 1, 0); __hpvm__bindIn(var_13, 18, 2, 0); __hpvm__bindIn(var_13, 19, 3, 0); void *var_14 = __hpvm__createNodeND(0, var_14_node); __hpvm__edge(var_13, var_14, 1, 0, 0, 0); __hpvm__edge(var_13, var_14, 1, 1, 1, 0); __hpvm__bindIn(var_14, 20, 2, 0); __hpvm__bindIn(var_14, 21, 3, 0); void *var_15 = __hpvm__createNodeND(0, var_15_node); __hpvm__edge(var_9, var_15, 1, 0, 0, 0); __hpvm__edge(var_9, var_15, 1, 1, 1, 0); __hpvm__edge(var_14, var_15, 1, 0, 2, 0); __hpvm__edge(var_14, var_15, 1, 1, 3, 0); void *var_16 = __hpvm__createNodeND(0, var_16_node); __hpvm__edge(var_15, var_16, 1, 0, 0, 0); __hpvm__edge(var_15, var_16, 1, 1, 1, 0); void *var_17 = __hpvm__createNodeND(0, var_17_node); __hpvm__edge(var_16, var_17, 1, 0, 0, 0); __hpvm__edge(var_16, var_17, 1, 1, 1, 0); __hpvm__bindIn(var_17, 22, 2, 0); __hpvm__bindIn(var_17, 23, 3, 0); void *var_18 = __hpvm__createNodeND(0, var_18_node); __hpvm__edge(var_17, var_18, 1, 0, 0, 0); __hpvm__edge(var_17, var_18, 1, 1, 1, 0); __hpvm__bindIn(var_18, 24, 2, 0); __hpvm__bindIn(var_18, 25, 3, 0); void *var_19 = __hpvm__createNodeND(0, var_19_node); __hpvm__edge(var_18, var_19, 1, 0, 0, 0); __hpvm__edge(var_18, var_19, 1, 1, 1, 0); void *var_20 = __hpvm__createNodeND(0, var_20_node); __hpvm__edge(var_19, var_20, 1, 0, 0, 0); __hpvm__edge(var_19, var_20, 1, 1, 1, 0); __hpvm__bindIn(var_20, 26, 2, 0); __hpvm__bindIn(var_20, 27, 3, 0); void *var_21 = __hpvm__createNodeND(0, var_21_node); __hpvm__edge(var_20, var_21, 1, 0, 0, 0); __hpvm__edge(var_20, var_21, 1, 1, 1, 0); __hpvm__bindIn(var_21, 28, 2, 0); __hpvm__bindIn(var_21, 29, 3, 0); void *var_22 = __hpvm__createNodeND(0, var_22_node); __hpvm__edge(var_16, var_22, 1, 0, 0, 0); __hpvm__edge(var_16, var_22, 1, 1, 1, 0); __hpvm__edge(var_21, var_22, 1, 0, 2, 0); __hpvm__edge(var_21, var_22, 1, 1, 3, 0); void *var_23 = __hpvm__createNodeND(0, var_23_node); __hpvm__edge(var_22, var_23, 1, 0, 0, 0); __hpvm__edge(var_22, var_23, 1, 1, 1, 0); void *var_24 = __hpvm__createNodeND(0, var_24_node); __hpvm__edge(var_23, var_24, 1, 0, 0, 0); __hpvm__edge(var_23, var_24, 1, 1, 1, 0); __hpvm__bindIn(var_24, 30, 2, 0); __hpvm__bindIn(var_24, 31, 3, 0); void *var_25 = __hpvm__createNodeND(0, var_25_node); __hpvm__edge(var_24, var_25, 1, 0, 0, 0); __hpvm__edge(var_24, var_25, 1, 1, 1, 0); __hpvm__bindIn(var_25, 32, 2, 0); __hpvm__bindIn(var_25, 33, 3, 0); void *var_26 = __hpvm__createNodeND(0, var_26_node); __hpvm__edge(var_25, var_26, 1, 0, 0, 0); __hpvm__edge(var_25, var_26, 1, 1, 1, 0); void *var_27 = __hpvm__createNodeND(0, var_27_node); __hpvm__edge(var_26, var_27, 1, 0, 0, 0); __hpvm__edge(var_26, var_27, 1, 1, 1, 0); __hpvm__bindIn(var_27, 38, 2, 0); __hpvm__bindIn(var_27, 39, 3, 0); void *var_28 = __hpvm__createNodeND(0, var_28_node); __hpvm__edge(var_27, var_28, 1, 0, 0, 0); __hpvm__edge(var_27, var_28, 1, 1, 1, 0); __hpvm__bindIn(var_28, 40, 2, 0); __hpvm__bindIn(var_28, 41, 3, 0); void *var_29 = __hpvm__createNodeND(0, var_29_node); __hpvm__edge(var_23, var_29, 1, 0, 0, 0); __hpvm__edge(var_23, var_29, 1, 1, 1, 0); __hpvm__bindIn(var_29, 34, 2, 0); __hpvm__bindIn(var_29, 35, 3, 0); void *var_30 = __hpvm__createNodeND(0, var_30_node); __hpvm__edge(var_29, var_30, 1, 0, 0, 0); __hpvm__edge(var_29, var_30, 1, 1, 1, 0); __hpvm__bindIn(var_30, 36, 2, 0); __hpvm__bindIn(var_30, 37, 3, 0); void *var_31 = __hpvm__createNodeND(0, var_31_node); __hpvm__edge(var_30, var_31, 1, 0, 0, 0); __hpvm__edge(var_30, var_31, 1, 1, 1, 0); __hpvm__edge(var_28, var_31, 1, 0, 2, 0); __hpvm__edge(var_28, var_31, 1, 1, 3, 0); void *var_32 = __hpvm__createNodeND(0, var_32_node); __hpvm__edge(var_31, var_32, 1, 0, 0, 0); __hpvm__edge(var_31, var_32, 1, 1, 1, 0); void *var_33 = __hpvm__createNodeND(0, var_33_node); __hpvm__edge(var_32, var_33, 1, 0, 0, 0); __hpvm__edge(var_32, var_33, 1, 1, 1, 0); __hpvm__bindIn(var_33, 42, 2, 0); __hpvm__bindIn(var_33, 43, 3, 0); void *var_34 = __hpvm__createNodeND(0, var_34_node); __hpvm__edge(var_33, var_34, 1, 0, 0, 0); __hpvm__edge(var_33, var_34, 1, 1, 1, 0); __hpvm__bindIn(var_34, 44, 2, 0); __hpvm__bindIn(var_34, 45, 3, 0); void *var_35 = __hpvm__createNodeND(0, var_35_node); __hpvm__edge(var_34, var_35, 1, 0, 0, 0); __hpvm__edge(var_34, var_35, 1, 1, 1, 0); void *var_36 = __hpvm__createNodeND(0, var_36_node); __hpvm__edge(var_35, var_36, 1, 0, 0, 0); __hpvm__edge(var_35, var_36, 1, 1, 1, 0); __hpvm__bindIn(var_36, 46, 2, 0); __hpvm__bindIn(var_36, 47, 3, 0); void *var_37 = __hpvm__createNodeND(0, var_37_node); __hpvm__edge(var_36, var_37, 1, 0, 0, 0); __hpvm__edge(var_36, var_37, 1, 1, 1, 0); __hpvm__bindIn(var_37, 48, 2, 0); __hpvm__bindIn(var_37, 49, 3, 0); void *var_38 = __hpvm__createNodeND(0, var_38_node); __hpvm__edge(var_32, var_38, 1, 0, 0, 0); __hpvm__edge(var_32, var_38, 1, 1, 1, 0); __hpvm__edge(var_37, var_38, 1, 0, 2, 0); __hpvm__edge(var_37, var_38, 1, 1, 3, 0); void *var_39 = __hpvm__createNodeND(0, var_39_node); __hpvm__edge(var_38, var_39, 1, 0, 0, 0); __hpvm__edge(var_38, var_39, 1, 1, 1, 0); void *var_40 = __hpvm__createNodeND(0, var_40_node); __hpvm__edge(var_39, var_40, 1, 0, 0, 0); __hpvm__edge(var_39, var_40, 1, 1, 1, 0); __hpvm__bindIn(var_40, 50, 2, 0); __hpvm__bindIn(var_40, 51, 3, 0); void *var_41 = __hpvm__createNodeND(0, var_41_node); __hpvm__edge(var_40, var_41, 1, 0, 0, 0); __hpvm__edge(var_40, var_41, 1, 1, 1, 0); __hpvm__bindIn(var_41, 52, 2, 0); __hpvm__bindIn(var_41, 53, 3, 0); void *var_42 = __hpvm__createNodeND(0, var_42_node); __hpvm__edge(var_41, var_42, 1, 0, 0, 0); __hpvm__edge(var_41, var_42, 1, 1, 1, 0); void *var_43 = __hpvm__createNodeND(0, var_43_node); __hpvm__edge(var_42, var_43, 1, 0, 0, 0); __hpvm__edge(var_42, var_43, 1, 1, 1, 0); __hpvm__bindIn(var_43, 54, 2, 0); __hpvm__bindIn(var_43, 55, 3, 0); void *var_44 = __hpvm__createNodeND(0, var_44_node); __hpvm__edge(var_43, var_44, 1, 0, 0, 0); __hpvm__edge(var_43, var_44, 1, 1, 1, 0); __hpvm__bindIn(var_44, 56, 2, 0); __hpvm__bindIn(var_44, 57, 3, 0); void *var_45 = __hpvm__createNodeND(0, var_45_node); __hpvm__edge(var_39, var_45, 1, 0, 0, 0); __hpvm__edge(var_39, var_45, 1, 1, 1, 0); __hpvm__edge(var_44, var_45, 1, 0, 2, 0); __hpvm__edge(var_44, var_45, 1, 1, 3, 0); void *var_46 = __hpvm__createNodeND(0, var_46_node); __hpvm__edge(var_45, var_46, 1, 0, 0, 0); __hpvm__edge(var_45, var_46, 1, 1, 1, 0); void *var_47 = __hpvm__createNodeND(0, var_47_node); __hpvm__edge(var_46, var_47, 1, 0, 0, 0); __hpvm__edge(var_46, var_47, 1, 1, 1, 0); __hpvm__bindIn(var_47, 58, 2, 0); __hpvm__bindIn(var_47, 59, 3, 0); void *var_48 = __hpvm__createNodeND(0, var_48_node); __hpvm__edge(var_47, var_48, 1, 0, 0, 0); __hpvm__edge(var_47, var_48, 1, 1, 1, 0); __hpvm__bindIn(var_48, 60, 2, 0); __hpvm__bindIn(var_48, 61, 3, 0); void *var_49 = __hpvm__createNodeND(0, var_49_node); __hpvm__edge(var_48, var_49, 1, 0, 0, 0); __hpvm__edge(var_48, var_49, 1, 1, 1, 0); void *var_50 = __hpvm__createNodeND(0, var_50_node); __hpvm__edge(var_49, var_50, 1, 0, 0, 0); __hpvm__edge(var_49, var_50, 1, 1, 1, 0); __hpvm__bindIn(var_50, 66, 2, 0); __hpvm__bindIn(var_50, 67, 3, 0); void *var_51 = __hpvm__createNodeND(0, var_51_node); __hpvm__edge(var_50, var_51, 1, 0, 0, 0); __hpvm__edge(var_50, var_51, 1, 1, 1, 0); __hpvm__bindIn(var_51, 68, 2, 0); __hpvm__bindIn(var_51, 69, 3, 0); void *var_52 = __hpvm__createNodeND(0, var_52_node); __hpvm__edge(var_46, var_52, 1, 0, 0, 0); __hpvm__edge(var_46, var_52, 1, 1, 1, 0); __hpvm__bindIn(var_52, 62, 2, 0); __hpvm__bindIn(var_52, 63, 3, 0); void *var_53 = __hpvm__createNodeND(0, var_53_node); __hpvm__edge(var_52, var_53, 1, 0, 0, 0); __hpvm__edge(var_52, var_53, 1, 1, 1, 0); __hpvm__bindIn(var_53, 64, 2, 0); __hpvm__bindIn(var_53, 65, 3, 0); void *var_54 = __hpvm__createNodeND(0, var_54_node); __hpvm__edge(var_53, var_54, 1, 0, 0, 0); __hpvm__edge(var_53, var_54, 1, 1, 1, 0); __hpvm__edge(var_51, var_54, 1, 0, 2, 0); __hpvm__edge(var_51, var_54, 1, 1, 3, 0); void *var_55 = __hpvm__createNodeND(0, var_55_node); __hpvm__edge(var_54, var_55, 1, 0, 0, 0); __hpvm__edge(var_54, var_55, 1, 1, 1, 0); void *var_56 = __hpvm__createNodeND(0, var_56_node); __hpvm__edge(var_55, var_56, 1, 0, 0, 0); __hpvm__edge(var_55, var_56, 1, 1, 1, 0); __hpvm__bindIn(var_56, 70, 2, 0); __hpvm__bindIn(var_56, 71, 3, 0); void *var_57 = __hpvm__createNodeND(0, var_57_node); __hpvm__edge(var_56, var_57, 1, 0, 0, 0); __hpvm__edge(var_56, var_57, 1, 1, 1, 0); __hpvm__bindIn(var_57, 72, 2, 0); __hpvm__bindIn(var_57, 73, 3, 0); void *var_58 = __hpvm__createNodeND(0, var_58_node); __hpvm__edge(var_57, var_58, 1, 0, 0, 0); __hpvm__edge(var_57, var_58, 1, 1, 1, 0); void *var_59 = __hpvm__createNodeND(0, var_59_node); __hpvm__edge(var_58, var_59, 1, 0, 0, 0); __hpvm__edge(var_58, var_59, 1, 1, 1, 0); __hpvm__bindIn(var_59, 74, 2, 0); __hpvm__bindIn(var_59, 75, 3, 0); void *var_60 = __hpvm__createNodeND(0, var_60_node); __hpvm__edge(var_59, var_60, 1, 0, 0, 0); __hpvm__edge(var_59, var_60, 1, 1, 1, 0); __hpvm__bindIn(var_60, 76, 2, 0); __hpvm__bindIn(var_60, 77, 3, 0); void *var_61 = __hpvm__createNodeND(0, var_61_node); __hpvm__edge(var_55, var_61, 1, 0, 0, 0); __hpvm__edge(var_55, var_61, 1, 1, 1, 0); __hpvm__edge(var_60, var_61, 1, 0, 2, 0); __hpvm__edge(var_60, var_61, 1, 1, 3, 0); void *var_62 = __hpvm__createNodeND(0, var_62_node); __hpvm__edge(var_61, var_62, 1, 0, 0, 0); __hpvm__edge(var_61, var_62, 1, 1, 1, 0); void *var_63 = __hpvm__createNodeND(0, var_63_node); __hpvm__edge(var_62, var_63, 1, 0, 0, 0); __hpvm__edge(var_62, var_63, 1, 1, 1, 0); __hpvm__bindIn(var_63, 78, 2, 0); __hpvm__bindIn(var_63, 79, 3, 0); void *var_64 = __hpvm__createNodeND(0, var_64_node); __hpvm__edge(var_63, var_64, 1, 0, 0, 0); __hpvm__edge(var_63, var_64, 1, 1, 1, 0); __hpvm__bindIn(var_64, 80, 2, 0); __hpvm__bindIn(var_64, 81, 3, 0); void *var_65 = __hpvm__createNodeND(0, var_65_node); __hpvm__edge(var_64, var_65, 1, 0, 0, 0); __hpvm__edge(var_64, var_65, 1, 1, 1, 0); void *var_66 = __hpvm__createNodeND(0, var_66_node); __hpvm__edge(var_65, var_66, 1, 0, 0, 0); __hpvm__edge(var_65, var_66, 1, 1, 1, 0); __hpvm__bindIn(var_66, 82, 2, 0); __hpvm__bindIn(var_66, 83, 3, 0); void *var_67 = __hpvm__createNodeND(0, var_67_node); __hpvm__edge(var_66, var_67, 1, 0, 0, 0); __hpvm__edge(var_66, var_67, 1, 1, 1, 0); __hpvm__bindIn(var_67, 84, 2, 0); __hpvm__bindIn(var_67, 85, 3, 0); void *var_68 = __hpvm__createNodeND(0, var_68_node); __hpvm__edge(var_62, var_68, 1, 0, 0, 0); __hpvm__edge(var_62, var_68, 1, 1, 1, 0); __hpvm__edge(var_67, var_68, 1, 0, 2, 0); __hpvm__edge(var_67, var_68, 1, 1, 3, 0); void *var_69 = __hpvm__createNodeND(0, var_69_node); __hpvm__edge(var_68, var_69, 1, 0, 0, 0); __hpvm__edge(var_68, var_69, 1, 1, 1, 0); void *var_70 = __hpvm__createNodeND(0, var_70_node); __hpvm__edge(var_69, var_70, 1, 0, 0, 0); __hpvm__edge(var_69, var_70, 1, 1, 1, 0); void *var_71 = __hpvm__createNodeND(0, var_71_node); __hpvm__edge(var_70, var_71, 1, 0, 0, 0); __hpvm__edge(var_70, var_71, 1, 1, 1, 0); __hpvm__bindIn(var_71, 86, 2, 0); __hpvm__bindIn(var_71, 87, 3, 0); void *var_72 = __hpvm__createNodeND(0, var_72_node); __hpvm__edge(var_71, var_72, 1, 0, 0, 0); __hpvm__edge(var_71, var_72, 1, 1, 1, 0); __hpvm__bindIn(var_72, 88, 2, 0); __hpvm__bindIn(var_72, 89, 3, 0); void *var_73 = __hpvm__createNodeND(0, var_73_node); __hpvm__edge(var_72, var_73, 1, 0, 0, 0); __hpvm__edge(var_72, var_73, 1, 1, 1, 0); __hpvm__bindOut(var_73, 0, 0, 0); __hpvm__bindOut(var_73, 1, 1, 0); } struct ret_t { void *tensor; size_t bytes; }; typedef struct __attribute__((__packed__)) { void *input; size_t input_bytes; void *conv2d_1_w; size_t conv2d_1_w_bytes; void *conv2d_1_b; size_t conv2d_1_b_bytes; void *conv2d_2_w; size_t conv2d_2_w_bytes; void *conv2d_2_b; size_t conv2d_2_b_bytes; void *conv2d_3_w; size_t conv2d_3_w_bytes; void *conv2d_3_b; size_t conv2d_3_b_bytes; void *conv2d_4_w; size_t conv2d_4_w_bytes; void *conv2d_4_b; size_t conv2d_4_b_bytes; void *conv2d_5_w; size_t conv2d_5_w_bytes; void *conv2d_5_b; size_t conv2d_5_b_bytes; void *conv2d_6_w; size_t conv2d_6_w_bytes; void *conv2d_6_b; size_t conv2d_6_b_bytes; void *conv2d_7_w; size_t conv2d_7_w_bytes; void *conv2d_7_b; size_t conv2d_7_b_bytes; void *conv2d_8_w; size_t conv2d_8_w_bytes; void *conv2d_8_b; size_t conv2d_8_b_bytes; void *conv2d_10_w; size_t conv2d_10_w_bytes; void *conv2d_10_b; size_t conv2d_10_b_bytes; void *conv2d_9_w; size_t conv2d_9_w_bytes; void *conv2d_9_b; size_t conv2d_9_b_bytes; void *conv2d_11_w; size_t conv2d_11_w_bytes; void *conv2d_11_b; size_t conv2d_11_b_bytes; void *conv2d_12_w; size_t conv2d_12_w_bytes; void *conv2d_12_b; size_t conv2d_12_b_bytes; void *conv2d_13_w; size_t conv2d_13_w_bytes; void *conv2d_13_b; size_t conv2d_13_b_bytes; void *conv2d_14_w; size_t conv2d_14_w_bytes; void *conv2d_14_b; size_t conv2d_14_b_bytes; void *conv2d_15_w; size_t conv2d_15_w_bytes; void *conv2d_15_b; size_t conv2d_15_b_bytes; void *conv2d_17_w; size_t conv2d_17_w_bytes; void *conv2d_17_b; size_t conv2d_17_b_bytes; void *conv2d_16_w; size_t conv2d_16_w_bytes; void *conv2d_16_b; size_t conv2d_16_b_bytes; void *conv2d_18_w; size_t conv2d_18_w_bytes; void *conv2d_18_b; size_t conv2d_18_b_bytes; void *conv2d_19_w; size_t conv2d_19_w_bytes; void *conv2d_19_b; size_t conv2d_19_b_bytes; void *conv2d_20_w; size_t conv2d_20_w_bytes; void *conv2d_20_b; size_t conv2d_20_b_bytes; void *conv2d_21_w; size_t conv2d_21_w_bytes; void *conv2d_21_b; size_t conv2d_21_b_bytes; void *dense_1_w; size_t dense_1_w_bytes; void *dense_1_b; size_t dense_1_b_bytes; struct ret_t r; } RootIn; int main() { std::string dir_prefix = std::string(MODEL_PARAMS_DIR) + "/resnet18_cifar10/"; std::string input_path = dir_prefix + std::string("input.bin"); // void* input = readTrainedWeights(input_path.c_str(), 0,5000,3,32,32); std::string labels_path = dir_prefix + std::string("labels32.bin"); // uint32_t* labels = readLabels3(labels_path.c_str(),5000); std::string conv2d_1_w_path = dir_prefix + std::string("conv2d_1_w.bin"); void *conv2d_1_w = readTrainedWeights(conv2d_1_w_path.c_str(), 0, 16, 3, 3, 3); std::string conv2d_1_b_path = dir_prefix + std::string("conv2d_1_b.bin"); void *conv2d_1_b = readTrainedWeights(conv2d_1_b_path.c_str(), 0, 1, 16, 1, 1); std::string conv2d_2_w_path = dir_prefix + std::string("conv2d_2_w.bin"); void *conv2d_2_w = readTrainedWeights(conv2d_2_w_path.c_str(), 0, 16, 16, 3, 3); std::string conv2d_2_b_path = dir_prefix + std::string("conv2d_2_b.bin"); void *conv2d_2_b = readTrainedWeights(conv2d_2_b_path.c_str(), 0, 1, 16, 1, 1); std::string conv2d_3_w_path = dir_prefix + std::string("conv2d_3_w.bin"); void *conv2d_3_w = readTrainedWeights(conv2d_3_w_path.c_str(), 0, 16, 16, 3, 3); std::string conv2d_3_b_path = dir_prefix + std::string("conv2d_3_b.bin"); void *conv2d_3_b = readTrainedWeights(conv2d_3_b_path.c_str(), 0, 1, 16, 1, 1); std::string conv2d_4_w_path = dir_prefix + std::string("conv2d_4_w.bin"); void *conv2d_4_w = readTrainedWeights(conv2d_4_w_path.c_str(), 0, 16, 16, 3, 3); std::string conv2d_4_b_path = dir_prefix + std::string("conv2d_4_b.bin"); void *conv2d_4_b = readTrainedWeights(conv2d_4_b_path.c_str(), 0, 1, 16, 1, 1); std::string conv2d_5_w_path = dir_prefix + std::string("conv2d_5_w.bin"); void *conv2d_5_w = readTrainedWeights(conv2d_5_w_path.c_str(), 0, 16, 16, 3, 3); std::string conv2d_5_b_path = dir_prefix + std::string("conv2d_5_b.bin"); void *conv2d_5_b = readTrainedWeights(conv2d_5_b_path.c_str(), 0, 1, 16, 1, 1); std::string conv2d_6_w_path = dir_prefix + std::string("conv2d_6_w.bin"); void *conv2d_6_w = readTrainedWeights(conv2d_6_w_path.c_str(), 0, 16, 16, 3, 3); std::string conv2d_6_b_path = dir_prefix + std::string("conv2d_6_b.bin"); void *conv2d_6_b = readTrainedWeights(conv2d_6_b_path.c_str(), 0, 1, 16, 1, 1); std::string conv2d_7_w_path = dir_prefix + std::string("conv2d_7_w.bin"); void *conv2d_7_w = readTrainedWeights(conv2d_7_w_path.c_str(), 0, 16, 16, 3, 3); std::string conv2d_7_b_path = dir_prefix + std::string("conv2d_7_b.bin"); void *conv2d_7_b = readTrainedWeights(conv2d_7_b_path.c_str(), 0, 1, 16, 1, 1); std::string conv2d_8_w_path = dir_prefix + std::string("conv2d_8_w.bin"); void *conv2d_8_w = readTrainedWeights(conv2d_8_w_path.c_str(), 0, 32, 16, 3, 3); std::string conv2d_8_b_path = dir_prefix + std::string("conv2d_8_b.bin"); void *conv2d_8_b = readTrainedWeights(conv2d_8_b_path.c_str(), 0, 1, 32, 1, 1); std::string conv2d_10_w_path = dir_prefix + std::string("conv2d_10_w.bin"); void *conv2d_10_w = readTrainedWeights(conv2d_10_w_path.c_str(), 0, 32, 16, 1, 1); std::string conv2d_10_b_path = dir_prefix + std::string("conv2d_10_b.bin"); void *conv2d_10_b = readTrainedWeights(conv2d_10_b_path.c_str(), 0, 1, 32, 1, 1); std::string conv2d_9_w_path = dir_prefix + std::string("conv2d_9_w.bin"); void *conv2d_9_w = readTrainedWeights(conv2d_9_w_path.c_str(), 0, 32, 32, 3, 3); std::string conv2d_9_b_path = dir_prefix + std::string("conv2d_9_b.bin"); void *conv2d_9_b = readTrainedWeights(conv2d_9_b_path.c_str(), 0, 1, 32, 1, 1); std::string conv2d_11_w_path = dir_prefix + std::string("conv2d_11_w.bin"); void *conv2d_11_w = readTrainedWeights(conv2d_11_w_path.c_str(), 0, 32, 32, 3, 3); std::string conv2d_11_b_path = dir_prefix + std::string("conv2d_11_b.bin"); void *conv2d_11_b = readTrainedWeights(conv2d_11_b_path.c_str(), 0, 1, 32, 1, 1); std::string conv2d_12_w_path = dir_prefix + std::string("conv2d_12_w.bin"); void *conv2d_12_w = readTrainedWeights(conv2d_12_w_path.c_str(), 0, 32, 32, 3, 3); std::string conv2d_12_b_path = dir_prefix + std::string("conv2d_12_b.bin"); void *conv2d_12_b = readTrainedWeights(conv2d_12_b_path.c_str(), 0, 1, 32, 1, 1); std::string conv2d_13_w_path = dir_prefix + std::string("conv2d_13_w.bin"); void *conv2d_13_w = readTrainedWeights(conv2d_13_w_path.c_str(), 0, 32, 32, 3, 3); std::string conv2d_13_b_path = dir_prefix + std::string("conv2d_13_b.bin"); void *conv2d_13_b = readTrainedWeights(conv2d_13_b_path.c_str(), 0, 1, 32, 1, 1); std::string conv2d_14_w_path = dir_prefix + std::string("conv2d_14_w.bin"); void *conv2d_14_w = readTrainedWeights(conv2d_14_w_path.c_str(), 0, 32, 32, 3, 3); std::string conv2d_14_b_path = dir_prefix + std::string("conv2d_14_b.bin"); void *conv2d_14_b = readTrainedWeights(conv2d_14_b_path.c_str(), 0, 1, 32, 1, 1); std::string conv2d_15_w_path = dir_prefix + std::string("conv2d_15_w.bin"); void *conv2d_15_w = readTrainedWeights(conv2d_15_w_path.c_str(), 0, 64, 32, 3, 3); std::string conv2d_15_b_path = dir_prefix + std::string("conv2d_15_b.bin"); void *conv2d_15_b = readTrainedWeights(conv2d_15_b_path.c_str(), 0, 1, 64, 1, 1); std::string conv2d_17_w_path = dir_prefix + std::string("conv2d_17_w.bin"); void *conv2d_17_w = readTrainedWeights(conv2d_17_w_path.c_str(), 0, 64, 32, 1, 1); std::string conv2d_17_b_path = dir_prefix + std::string("conv2d_17_b.bin"); void *conv2d_17_b = readTrainedWeights(conv2d_17_b_path.c_str(), 0, 1, 64, 1, 1); std::string conv2d_16_w_path = dir_prefix + std::string("conv2d_16_w.bin"); void *conv2d_16_w = readTrainedWeights(conv2d_16_w_path.c_str(), 0, 64, 64, 3, 3); std::string conv2d_16_b_path = dir_prefix + std::string("conv2d_16_b.bin"); void *conv2d_16_b = readTrainedWeights(conv2d_16_b_path.c_str(), 0, 1, 64, 1, 1); std::string conv2d_18_w_path = dir_prefix + std::string("conv2d_18_w.bin"); void *conv2d_18_w = readTrainedWeights(conv2d_18_w_path.c_str(), 0, 64, 64, 3, 3); std::string conv2d_18_b_path = dir_prefix + std::string("conv2d_18_b.bin"); void *conv2d_18_b = readTrainedWeights(conv2d_18_b_path.c_str(), 0, 1, 64, 1, 1); std::string conv2d_19_w_path = dir_prefix + std::string("conv2d_19_w.bin"); void *conv2d_19_w = readTrainedWeights(conv2d_19_w_path.c_str(), 0, 64, 64, 3, 3); std::string conv2d_19_b_path = dir_prefix + std::string("conv2d_19_b.bin"); void *conv2d_19_b = readTrainedWeights(conv2d_19_b_path.c_str(), 0, 1, 64, 1, 1); std::string conv2d_20_w_path = dir_prefix + std::string("conv2d_20_w.bin"); void *conv2d_20_w = readTrainedWeights(conv2d_20_w_path.c_str(), 0, 64, 64, 3, 3); std::string conv2d_20_b_path = dir_prefix + std::string("conv2d_20_b.bin"); void *conv2d_20_b = readTrainedWeights(conv2d_20_b_path.c_str(), 0, 1, 64, 1, 1); std::string conv2d_21_w_path = dir_prefix + std::string("conv2d_21_w.bin"); void *conv2d_21_w = readTrainedWeights(conv2d_21_w_path.c_str(), 0, 64, 64, 3, 3); std::string conv2d_21_b_path = dir_prefix + std::string("conv2d_21_b.bin"); void *conv2d_21_b = readTrainedWeights(conv2d_21_b_path.c_str(), 0, 1, 64, 1, 1); std::string dense_1_w_path = dir_prefix + std::string("dense_1_w.bin"); void *dense_1_w = readTrainedWeights(dense_1_w_path.c_str(), 0, 1, 1, 64, 10); std::string dense_1_b_path = dir_prefix + std::string("dense_1_b.bin"); void *dense_1_b = readTrainedWeights(dense_1_b_path.c_str(), 0, 1, 10, 1, 1); __hpvm__init(); RootIn *args = static_cast<RootIn *>(malloc(sizeof(RootIn))); // args->input = input; // args->input_bytes = 0; args->conv2d_1_w = conv2d_1_w; args->conv2d_1_w_bytes = 0; args->conv2d_1_b = conv2d_1_b; args->conv2d_1_b_bytes = 0; args->conv2d_2_w = conv2d_2_w; args->conv2d_2_w_bytes = 0; args->conv2d_2_b = conv2d_2_b; args->conv2d_2_b_bytes = 0; args->conv2d_3_w = conv2d_3_w; args->conv2d_3_w_bytes = 0; args->conv2d_3_b = conv2d_3_b; args->conv2d_3_b_bytes = 0; args->conv2d_4_w = conv2d_4_w; args->conv2d_4_w_bytes = 0; args->conv2d_4_b = conv2d_4_b; args->conv2d_4_b_bytes = 0; args->conv2d_5_w = conv2d_5_w; args->conv2d_5_w_bytes = 0; args->conv2d_5_b = conv2d_5_b; args->conv2d_5_b_bytes = 0; args->conv2d_6_w = conv2d_6_w; args->conv2d_6_w_bytes = 0; args->conv2d_6_b = conv2d_6_b; args->conv2d_6_b_bytes = 0; args->conv2d_7_w = conv2d_7_w; args->conv2d_7_w_bytes = 0; args->conv2d_7_b = conv2d_7_b; args->conv2d_7_b_bytes = 0; args->conv2d_8_w = conv2d_8_w; args->conv2d_8_w_bytes = 0; args->conv2d_8_b = conv2d_8_b; args->conv2d_8_b_bytes = 0; args->conv2d_10_w = conv2d_10_w; args->conv2d_10_w_bytes = 0; args->conv2d_10_b = conv2d_10_b; args->conv2d_10_b_bytes = 0; args->conv2d_9_w = conv2d_9_w; args->conv2d_9_w_bytes = 0; args->conv2d_9_b = conv2d_9_b; args->conv2d_9_b_bytes = 0; args->conv2d_11_w = conv2d_11_w; args->conv2d_11_w_bytes = 0; args->conv2d_11_b = conv2d_11_b; args->conv2d_11_b_bytes = 0; args->conv2d_12_w = conv2d_12_w; args->conv2d_12_w_bytes = 0; args->conv2d_12_b = conv2d_12_b; args->conv2d_12_b_bytes = 0; args->conv2d_13_w = conv2d_13_w; args->conv2d_13_w_bytes = 0; args->conv2d_13_b = conv2d_13_b; args->conv2d_13_b_bytes = 0; args->conv2d_14_w = conv2d_14_w; args->conv2d_14_w_bytes = 0; args->conv2d_14_b = conv2d_14_b; args->conv2d_14_b_bytes = 0; args->conv2d_15_w = conv2d_15_w; args->conv2d_15_w_bytes = 0; args->conv2d_15_b = conv2d_15_b; args->conv2d_15_b_bytes = 0; args->conv2d_17_w = conv2d_17_w; args->conv2d_17_w_bytes = 0; args->conv2d_17_b = conv2d_17_b; args->conv2d_17_b_bytes = 0; args->conv2d_16_w = conv2d_16_w; args->conv2d_16_w_bytes = 0; args->conv2d_16_b = conv2d_16_b; args->conv2d_16_b_bytes = 0; args->conv2d_18_w = conv2d_18_w; args->conv2d_18_w_bytes = 0; args->conv2d_18_b = conv2d_18_b; args->conv2d_18_b_bytes = 0; args->conv2d_19_w = conv2d_19_w; args->conv2d_19_w_bytes = 0; args->conv2d_19_b = conv2d_19_b; args->conv2d_19_b_bytes = 0; args->conv2d_20_w = conv2d_20_w; args->conv2d_20_w_bytes = 0; args->conv2d_20_b = conv2d_20_b; args->conv2d_20_b_bytes = 0; args->conv2d_21_w = conv2d_21_w; args->conv2d_21_w_bytes = 0; args->conv2d_21_b = conv2d_21_b; args->conv2d_21_b_bytes = 0; args->dense_1_w = dense_1_w; args->dense_1_w_bytes = 0; args->dense_1_b = dense_1_b; args->dense_1_b_bytes = 0; int batch_size = 500; int test_input_size = 5000; int batch_count = test_input_size / batch_size; // NOTE-HASHIM: commented out // void* input = create4DTensor(0,nchw,batch_size,3,32,32); startMemTracking(); startProfiling(); for (int j = 0; j < 1; j++) { for (int i = 0; i < batch_count; i++) { int start = i * batch_size; int end = (i + 1) * batch_size; // copyInputBatch(input_path.c_str(),start,end,3,32,32, input); // NOTE-HASHIM: Commented out above line and line that does create4DTensor void *input = readInputBatch(input_path.c_str(), 0, start, end, 3, 32, 32); args->input = input; args->input_bytes = 0; void *dfg = __hpvm__launch(0, root, (void *)args); __hpvm__wait(dfg); void *result = static_cast<RootIn *>(args)->input; hpvm_request_tensor(result, 0); llvm_hpvm_invokeRtControl(result, labels_path.c_str(), start, end); printf("RUNNING BATCH = %d \n", i); freeBatchMemory(); } } stopProfiling(); __hpvm__cleanup(); return 0; }