hysts's picture
hysts HF staff
Add files
d30d2b3
{
"nodes": [
{
"op": "null",
"name": "data",
"inputs": []
},
{
"op": "null",
"name": "bn_data_gamma",
"inputs": []
},
{
"op": "null",
"name": "bn_data_beta",
"inputs": []
},
{
"op": "null",
"name": "bn_data_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "True",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "bn_data_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "True",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "bn_data",
"attrs": {
"eps": "2e-05",
"fix_gamma": "True",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[0, 0, 0], [1, 0, 0], [2, 0, 0], [3, 0, 0], [4, 0, 0]]
},
{
"op": "null",
"name": "conv0_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "conv0",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(7,7)",
"no_bias": "True",
"num_filter": "64",
"num_group": "1",
"pad": "(3,3)",
"stride": "(2,2)",
"workspace": "256"
},
"inputs": [[5, 0, 0], [6, 0, 0]]
},
{
"op": "null",
"name": "bn0_gamma",
"inputs": []
},
{
"op": "null",
"name": "bn0_beta",
"inputs": []
},
{
"op": "null",
"name": "bn0_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "bn0_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "bn0",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[7, 0, 0], [8, 0, 0], [9, 0, 0], [10, 0, 0], [11, 0, 0]]
},
{
"op": "Activation",
"name": "relu0",
"attrs": {"act_type": "relu"},
"inputs": [[12, 0, 0]]
},
{
"op": "Pooling",
"name": "pooling0",
"attrs": {
"global_pool": "False",
"kernel": "(3,3)",
"pad": "(1,1)",
"pool_type": "max",
"stride": "(2,2)"
},
"inputs": [[13, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit1_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit1_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit1_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage1_unit1_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage1_unit1_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[14, 0, 0], [15, 0, 0], [16, 0, 0], [17, 0, 0], [18, 0, 0]]
},
{
"op": "Activation",
"name": "stage1_unit1_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[19, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit1_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage1_unit1_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "64",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[20, 0, 0], [21, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit1_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit1_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit1_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage1_unit1_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage1_unit1_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[22, 0, 0], [23, 0, 0], [24, 0, 0], [25, 0, 0], [26, 0, 0]]
},
{
"op": "Activation",
"name": "stage1_unit1_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[27, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit1_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage1_unit1_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "64",
"num_group": "1",
"pad": "(1,1)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[28, 0, 0], [29, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit1_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit1_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit1_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage1_unit1_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage1_unit1_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[30, 0, 0], [31, 0, 0], [32, 0, 0], [33, 0, 0], [34, 0, 0]]
},
{
"op": "Activation",
"name": "stage1_unit1_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[35, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit1_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage1_unit1_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[36, 0, 0], [37, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit1_sc_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage1_unit1_sc",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[20, 0, 0], [39, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus0",
"inputs": [[38, 0, 0], [40, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit2_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit2_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit2_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage1_unit2_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage1_unit2_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[41, 0, 0], [42, 0, 0], [43, 0, 0], [44, 0, 0], [45, 0, 0]]
},
{
"op": "Activation",
"name": "stage1_unit2_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[46, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit2_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage1_unit2_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "64",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[47, 0, 0], [48, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit2_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit2_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit2_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage1_unit2_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage1_unit2_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[49, 0, 0], [50, 0, 0], [51, 0, 0], [52, 0, 0], [53, 0, 0]]
},
{
"op": "Activation",
"name": "stage1_unit2_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[54, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit2_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage1_unit2_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "64",
"num_group": "1",
"pad": "(1,1)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[55, 0, 0], [56, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit2_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit2_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit2_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage1_unit2_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage1_unit2_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[57, 0, 0], [58, 0, 0], [59, 0, 0], [60, 0, 0], [61, 0, 0]]
},
{
"op": "Activation",
"name": "stage1_unit2_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[62, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit2_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage1_unit2_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[63, 0, 0], [64, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus1",
"inputs": [[65, 0, 0], [41, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit3_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit3_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit3_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage1_unit3_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage1_unit3_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[66, 0, 0], [67, 0, 0], [68, 0, 0], [69, 0, 0], [70, 0, 0]]
},
{
"op": "Activation",
"name": "stage1_unit3_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[71, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit3_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage1_unit3_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "64",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[72, 0, 0], [73, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit3_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit3_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit3_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage1_unit3_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage1_unit3_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[74, 0, 0], [75, 0, 0], [76, 0, 0], [77, 0, 0], [78, 0, 0]]
},
{
"op": "Activation",
"name": "stage1_unit3_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[79, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit3_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage1_unit3_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "64",
"num_group": "1",
"pad": "(1,1)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[80, 0, 0], [81, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit3_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit3_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage1_unit3_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage1_unit3_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage1_unit3_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[82, 0, 0], [83, 0, 0], [84, 0, 0], [85, 0, 0], [86, 0, 0]]
},
{
"op": "Activation",
"name": "stage1_unit3_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[87, 0, 0]]
},
{
"op": "null",
"name": "stage1_unit3_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage1_unit3_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[88, 0, 0], [89, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus2",
"inputs": [[90, 0, 0], [66, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit1_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit1_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit1_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage2_unit1_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage2_unit1_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[91, 0, 0], [92, 0, 0], [93, 0, 0], [94, 0, 0], [95, 0, 0]]
},
{
"op": "Activation",
"name": "stage2_unit1_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[96, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit1_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage2_unit1_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "128",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[97, 0, 0], [98, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit1_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit1_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit1_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage2_unit1_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage2_unit1_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[99, 0, 0], [100, 0, 0], [101, 0, 0], [102, 0, 0], [103, 0, 0]]
},
{
"op": "Activation",
"name": "stage2_unit1_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[104, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit1_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage2_unit1_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "128",
"num_group": "1",
"pad": "(1,1)",
"stride": "(2,2)",
"workspace": "256"
},
"inputs": [[105, 0, 0], [106, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit1_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit1_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit1_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage2_unit1_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage2_unit1_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[107, 0, 0], [108, 0, 0], [109, 0, 0], [110, 0, 0], [111, 0, 0]]
},
{
"op": "Activation",
"name": "stage2_unit1_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[112, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit1_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage2_unit1_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "512",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[113, 0, 0], [114, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit1_sc_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage2_unit1_sc",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "512",
"num_group": "1",
"pad": "(0,0)",
"stride": "(2,2)",
"workspace": "256"
},
"inputs": [[97, 0, 0], [116, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus3",
"inputs": [[115, 0, 0], [117, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit2_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit2_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit2_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage2_unit2_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage2_unit2_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[118, 0, 0], [119, 0, 0], [120, 0, 0], [121, 0, 0], [122, 0, 0]]
},
{
"op": "Activation",
"name": "stage2_unit2_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[123, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit2_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage2_unit2_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "128",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[124, 0, 0], [125, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit2_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit2_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit2_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage2_unit2_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage2_unit2_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[126, 0, 0], [127, 0, 0], [128, 0, 0], [129, 0, 0], [130, 0, 0]]
},
{
"op": "Activation",
"name": "stage2_unit2_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[131, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit2_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage2_unit2_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "128",
"num_group": "1",
"pad": "(1,1)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[132, 0, 0], [133, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit2_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit2_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit2_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage2_unit2_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage2_unit2_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[134, 0, 0], [135, 0, 0], [136, 0, 0], [137, 0, 0], [138, 0, 0]]
},
{
"op": "Activation",
"name": "stage2_unit2_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[139, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit2_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage2_unit2_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "512",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[140, 0, 0], [141, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus4",
"inputs": [[142, 0, 0], [118, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit3_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit3_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit3_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage2_unit3_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage2_unit3_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[143, 0, 0], [144, 0, 0], [145, 0, 0], [146, 0, 0], [147, 0, 0]]
},
{
"op": "Activation",
"name": "stage2_unit3_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[148, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit3_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage2_unit3_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "128",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[149, 0, 0], [150, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit3_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit3_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit3_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage2_unit3_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage2_unit3_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[151, 0, 0], [152, 0, 0], [153, 0, 0], [154, 0, 0], [155, 0, 0]]
},
{
"op": "Activation",
"name": "stage2_unit3_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[156, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit3_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage2_unit3_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "128",
"num_group": "1",
"pad": "(1,1)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[157, 0, 0], [158, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit3_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit3_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit3_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage2_unit3_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage2_unit3_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[159, 0, 0], [160, 0, 0], [161, 0, 0], [162, 0, 0], [163, 0, 0]]
},
{
"op": "Activation",
"name": "stage2_unit3_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[164, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit3_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage2_unit3_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "512",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[165, 0, 0], [166, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus5",
"inputs": [[167, 0, 0], [143, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit4_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit4_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit4_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage2_unit4_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage2_unit4_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[168, 0, 0], [169, 0, 0], [170, 0, 0], [171, 0, 0], [172, 0, 0]]
},
{
"op": "Activation",
"name": "stage2_unit4_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[173, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit4_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage2_unit4_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "128",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[174, 0, 0], [175, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit4_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit4_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit4_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage2_unit4_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage2_unit4_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[176, 0, 0], [177, 0, 0], [178, 0, 0], [179, 0, 0], [180, 0, 0]]
},
{
"op": "Activation",
"name": "stage2_unit4_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[181, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit4_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage2_unit4_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "128",
"num_group": "1",
"pad": "(1,1)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[182, 0, 0], [183, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit4_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit4_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage2_unit4_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage2_unit4_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage2_unit4_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[184, 0, 0], [185, 0, 0], [186, 0, 0], [187, 0, 0], [188, 0, 0]]
},
{
"op": "Activation",
"name": "stage2_unit4_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[189, 0, 0]]
},
{
"op": "null",
"name": "stage2_unit4_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage2_unit4_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "512",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[190, 0, 0], [191, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus6",
"inputs": [[192, 0, 0], [168, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit1_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit1_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit1_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit1_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit1_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[193, 0, 0], [194, 0, 0], [195, 0, 0], [196, 0, 0], [197, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit1_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[198, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit1_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit1_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[199, 0, 0], [200, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit1_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit1_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit1_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit1_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit1_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[201, 0, 0], [202, 0, 0], [203, 0, 0], [204, 0, 0], [205, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit1_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[206, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit1_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit1_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(1,1)",
"stride": "(2,2)",
"workspace": "256"
},
"inputs": [[207, 0, 0], [208, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit1_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit1_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit1_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit1_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit1_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[209, 0, 0], [210, 0, 0], [211, 0, 0], [212, 0, 0], [213, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit1_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[214, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit1_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit1_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "1024",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[215, 0, 0], [216, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit1_sc_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit1_sc",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "1024",
"num_group": "1",
"pad": "(0,0)",
"stride": "(2,2)",
"workspace": "256"
},
"inputs": [[199, 0, 0], [218, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus7",
"inputs": [[217, 0, 0], [219, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit2_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit2_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit2_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit2_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit2_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[220, 0, 0], [221, 0, 0], [222, 0, 0], [223, 0, 0], [224, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit2_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[225, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit2_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit2_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[226, 0, 0], [227, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit2_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit2_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit2_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit2_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit2_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[228, 0, 0], [229, 0, 0], [230, 0, 0], [231, 0, 0], [232, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit2_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[233, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit2_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit2_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(1,1)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[234, 0, 0], [235, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit2_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit2_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit2_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit2_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit2_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[236, 0, 0], [237, 0, 0], [238, 0, 0], [239, 0, 0], [240, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit2_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[241, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit2_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit2_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "1024",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[242, 0, 0], [243, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus8",
"inputs": [[244, 0, 0], [220, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit3_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit3_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit3_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit3_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit3_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[245, 0, 0], [246, 0, 0], [247, 0, 0], [248, 0, 0], [249, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit3_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[250, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit3_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit3_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[251, 0, 0], [252, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit3_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit3_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit3_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit3_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit3_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[253, 0, 0], [254, 0, 0], [255, 0, 0], [256, 0, 0], [257, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit3_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[258, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit3_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit3_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(1,1)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[259, 0, 0], [260, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit3_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit3_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit3_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit3_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit3_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[261, 0, 0], [262, 0, 0], [263, 0, 0], [264, 0, 0], [265, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit3_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[266, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit3_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit3_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "1024",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[267, 0, 0], [268, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus9",
"inputs": [[269, 0, 0], [245, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit4_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit4_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit4_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit4_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit4_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[270, 0, 0], [271, 0, 0], [272, 0, 0], [273, 0, 0], [274, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit4_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[275, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit4_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit4_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[276, 0, 0], [277, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit4_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit4_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit4_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit4_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit4_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[278, 0, 0], [279, 0, 0], [280, 0, 0], [281, 0, 0], [282, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit4_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[283, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit4_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit4_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(1,1)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[284, 0, 0], [285, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit4_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit4_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit4_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit4_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit4_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[286, 0, 0], [287, 0, 0], [288, 0, 0], [289, 0, 0], [290, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit4_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[291, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit4_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit4_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "1024",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[292, 0, 0], [293, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus10",
"inputs": [[294, 0, 0], [270, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit5_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit5_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit5_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit5_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit5_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[295, 0, 0], [296, 0, 0], [297, 0, 0], [298, 0, 0], [299, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit5_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[300, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit5_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit5_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[301, 0, 0], [302, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit5_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit5_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit5_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit5_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit5_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[303, 0, 0], [304, 0, 0], [305, 0, 0], [306, 0, 0], [307, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit5_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[308, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit5_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit5_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(1,1)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[309, 0, 0], [310, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit5_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit5_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit5_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit5_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit5_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[311, 0, 0], [312, 0, 0], [313, 0, 0], [314, 0, 0], [315, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit5_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[316, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit5_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit5_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "1024",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[317, 0, 0], [318, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus11",
"inputs": [[319, 0, 0], [295, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit6_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit6_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit6_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit6_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit6_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[320, 0, 0], [321, 0, 0], [322, 0, 0], [323, 0, 0], [324, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit6_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[325, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit6_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit6_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[326, 0, 0], [327, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit6_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit6_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit6_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit6_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit6_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[328, 0, 0], [329, 0, 0], [330, 0, 0], [331, 0, 0], [332, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit6_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[333, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit6_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit6_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "256",
"num_group": "1",
"pad": "(1,1)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[334, 0, 0], [335, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit6_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit6_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage3_unit6_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage3_unit6_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage3_unit6_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[336, 0, 0], [337, 0, 0], [338, 0, 0], [339, 0, 0], [340, 0, 0]]
},
{
"op": "Activation",
"name": "stage3_unit6_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[341, 0, 0]]
},
{
"op": "null",
"name": "stage3_unit6_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage3_unit6_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "1024",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[342, 0, 0], [343, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus12",
"inputs": [[344, 0, 0], [320, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit1_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit1_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit1_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage4_unit1_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage4_unit1_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[345, 0, 0], [346, 0, 0], [347, 0, 0], [348, 0, 0], [349, 0, 0]]
},
{
"op": "Activation",
"name": "stage4_unit1_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[350, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit1_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage4_unit1_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "512",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[351, 0, 0], [352, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit1_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit1_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit1_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage4_unit1_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage4_unit1_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[353, 0, 0], [354, 0, 0], [355, 0, 0], [356, 0, 0], [357, 0, 0]]
},
{
"op": "Activation",
"name": "stage4_unit1_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[358, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit1_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage4_unit1_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "512",
"num_group": "1",
"pad": "(1,1)",
"stride": "(2,2)",
"workspace": "256"
},
"inputs": [[359, 0, 0], [360, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit1_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit1_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit1_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage4_unit1_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage4_unit1_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[361, 0, 0], [362, 0, 0], [363, 0, 0], [364, 0, 0], [365, 0, 0]]
},
{
"op": "Activation",
"name": "stage4_unit1_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[366, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit1_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage4_unit1_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "2048",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[367, 0, 0], [368, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit1_sc_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage4_unit1_sc",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "2048",
"num_group": "1",
"pad": "(0,0)",
"stride": "(2,2)",
"workspace": "256"
},
"inputs": [[351, 0, 0], [370, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus13",
"inputs": [[369, 0, 0], [371, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit2_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit2_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit2_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage4_unit2_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage4_unit2_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[372, 0, 0], [373, 0, 0], [374, 0, 0], [375, 0, 0], [376, 0, 0]]
},
{
"op": "Activation",
"name": "stage4_unit2_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[377, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit2_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage4_unit2_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "512",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[378, 0, 0], [379, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit2_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit2_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit2_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage4_unit2_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage4_unit2_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[380, 0, 0], [381, 0, 0], [382, 0, 0], [383, 0, 0], [384, 0, 0]]
},
{
"op": "Activation",
"name": "stage4_unit2_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[385, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit2_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage4_unit2_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "512",
"num_group": "1",
"pad": "(1,1)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[386, 0, 0], [387, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit2_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit2_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit2_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage4_unit2_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage4_unit2_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[388, 0, 0], [389, 0, 0], [390, 0, 0], [391, 0, 0], [392, 0, 0]]
},
{
"op": "Activation",
"name": "stage4_unit2_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[393, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit2_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage4_unit2_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "2048",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[394, 0, 0], [395, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus14",
"inputs": [[396, 0, 0], [372, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit3_bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit3_bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit3_bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage4_unit3_bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage4_unit3_bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[397, 0, 0], [398, 0, 0], [399, 0, 0], [400, 0, 0], [401, 0, 0]]
},
{
"op": "Activation",
"name": "stage4_unit3_relu1",
"attrs": {"act_type": "relu"},
"inputs": [[402, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit3_conv1_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage4_unit3_conv1",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "512",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[403, 0, 0], [404, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit3_bn2_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit3_bn2_beta",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit3_bn2_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage4_unit3_bn2_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage4_unit3_bn2",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[405, 0, 0], [406, 0, 0], [407, 0, 0], [408, 0, 0], [409, 0, 0]]
},
{
"op": "Activation",
"name": "stage4_unit3_relu2",
"attrs": {"act_type": "relu"},
"inputs": [[410, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit3_conv2_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage4_unit3_conv2",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(3,3)",
"no_bias": "True",
"num_filter": "512",
"num_group": "1",
"pad": "(1,1)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[411, 0, 0], [412, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit3_bn3_gamma",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit3_bn3_beta",
"inputs": []
},
{
"op": "null",
"name": "stage4_unit3_bn3_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "stage4_unit3_bn3_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "stage4_unit3_bn3",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[413, 0, 0], [414, 0, 0], [415, 0, 0], [416, 0, 0], [417, 0, 0]]
},
{
"op": "Activation",
"name": "stage4_unit3_relu3",
"attrs": {"act_type": "relu"},
"inputs": [[418, 0, 0]]
},
{
"op": "null",
"name": "stage4_unit3_conv3_weight",
"inputs": []
},
{
"op": "Convolution",
"name": "stage4_unit3_conv3",
"attrs": {
"cudnn_tune": "limited_workspace",
"dilate": "(1,1)",
"kernel": "(1,1)",
"no_bias": "True",
"num_filter": "2048",
"num_group": "1",
"pad": "(0,0)",
"stride": "(1,1)",
"workspace": "256"
},
"inputs": [[419, 0, 0], [420, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus15",
"inputs": [[421, 0, 0], [397, 0, 0]]
},
{
"op": "null",
"name": "bn1_gamma",
"inputs": []
},
{
"op": "null",
"name": "bn1_beta",
"inputs": []
},
{
"op": "null",
"name": "bn1_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "null",
"name": "bn1_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "bn1",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9",
"use_global_stats": "False"
},
"inputs": [[422, 0, 0], [423, 0, 0], [424, 0, 0], [425, 0, 0], [426, 0, 0]]
},
{
"op": "Activation",
"name": "relu1",
"attrs": {"act_type": "relu"},
"inputs": [[427, 0, 0]]
},
{
"op": "null",
"name": "ssh_c3_lateral_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c3_lateral_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "1.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_c3_lateral",
"attrs": {
"kernel": "(1, 1)",
"num_filter": "256",
"pad": "(0, 0)",
"stride": "(1, 1)"
},
"inputs": [[428, 0, 0], [429, 0, 0], [430, 0, 0]]
},
{
"op": "null",
"name": "ssh_c3_lateral_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c3_lateral_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c3_lateral_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c3_lateral_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_c3_lateral_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[431, 0, 0], [432, 0, 0], [433, 0, 0], [434, 0, 1], [435, 0, 1]]
},
{
"op": "Activation",
"name": "ssh_c3_lateral_relu",
"attrs": {"act_type": "relu"},
"inputs": [[436, 0, 0]]
},
{
"op": "null",
"name": "ssh_m3_det_conv1_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_conv1_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m3_det_conv1",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "256",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[437, 0, 0], [438, 0, 0], [439, 0, 0]]
},
{
"op": "null",
"name": "ssh_m3_det_conv1_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_conv1_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_conv1_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_conv1_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m3_det_conv1_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[440, 0, 0], [441, 0, 0], [442, 0, 0], [443, 0, 1], [444, 0, 1]]
},
{
"op": "null",
"name": "ssh_m3_det_context_conv1_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv1_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m3_det_context_conv1",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "128",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[437, 0, 0], [446, 0, 0], [447, 0, 0]]
},
{
"op": "null",
"name": "ssh_m3_det_context_conv1_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv1_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv1_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv1_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m3_det_context_conv1_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[448, 0, 0], [449, 0, 0], [450, 0, 0], [451, 0, 1], [452, 0, 1]]
},
{
"op": "Activation",
"name": "ssh_m3_det_context_conv1_relu",
"attrs": {"act_type": "relu"},
"inputs": [[453, 0, 0]]
},
{
"op": "null",
"name": "ssh_m3_det_context_conv2_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv2_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m3_det_context_conv2",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "128",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[454, 0, 0], [455, 0, 0], [456, 0, 0]]
},
{
"op": "null",
"name": "ssh_m3_det_context_conv2_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv2_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv2_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv2_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m3_det_context_conv2_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[457, 0, 0], [458, 0, 0], [459, 0, 0], [460, 0, 1], [461, 0, 1]]
},
{
"op": "null",
"name": "ssh_m3_det_context_conv3_1_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv3_1_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m3_det_context_conv3_1",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "128",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[454, 0, 0], [463, 0, 0], [464, 0, 0]]
},
{
"op": "null",
"name": "ssh_m3_det_context_conv3_1_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv3_1_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv3_1_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv3_1_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m3_det_context_conv3_1_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[465, 0, 0], [466, 0, 0], [467, 0, 0], [468, 0, 1], [469, 0, 1]]
},
{
"op": "Activation",
"name": "ssh_m3_det_context_conv3_1_relu",
"attrs": {"act_type": "relu"},
"inputs": [[470, 0, 0]]
},
{
"op": "null",
"name": "ssh_m3_det_context_conv3_2_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv3_2_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m3_det_context_conv3_2",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "128",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[471, 0, 0], [472, 0, 0], [473, 0, 0]]
},
{
"op": "null",
"name": "ssh_m3_det_context_conv3_2_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv3_2_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv3_2_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m3_det_context_conv3_2_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m3_det_context_conv3_2_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[474, 0, 0], [475, 0, 0], [476, 0, 0], [477, 0, 1], [478, 0, 1]]
},
{
"op": "Concat",
"name": "ssh_m3_det_concat",
"attrs": {
"dim": "1",
"num_args": "3"
},
"inputs": [[445, 0, 0], [462, 0, 0], [479, 0, 0]]
},
{
"op": "Activation",
"name": "ssh_m3_det_concat_relu",
"attrs": {"act_type": "relu"},
"inputs": [[480, 0, 0]]
},
{
"op": "null",
"name": "face_rpn_cls_score_stride32_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "face_rpn_cls_score_stride32_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "face_rpn_cls_score_stride32",
"attrs": {
"kernel": "(1, 1)",
"num_filter": "4",
"pad": "(0, 0)",
"stride": "(1, 1)"
},
"inputs": [[481, 0, 0], [482, 0, 0], [483, 0, 0]]
},
{
"op": "Reshape",
"name": "face_rpn_cls_score_reshape_stride32",
"attrs": {"shape": "(0, 2, -1, 0)"},
"inputs": [[484, 0, 0]]
},
{
"op": "SoftmaxActivation",
"name": "face_rpn_cls_prob_stride32",
"attrs": {"mode": "channel"},
"inputs": [[485, 0, 0]]
},
{
"op": "Reshape",
"name": "face_rpn_cls_prob_reshape_stride32",
"attrs": {"shape": "(0, 4, -1, 0)"},
"inputs": [[486, 0, 0]]
},
{
"op": "null",
"name": "face_rpn_bbox_pred_stride32_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "face_rpn_bbox_pred_stride32_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "face_rpn_bbox_pred_stride32",
"attrs": {
"kernel": "(1, 1)",
"num_filter": "8",
"pad": "(0, 0)",
"stride": "(1, 1)"
},
"inputs": [[481, 0, 0], [488, 0, 0], [489, 0, 0]]
},
{
"op": "null",
"name": "face_rpn_landmark_pred_stride32_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "face_rpn_landmark_pred_stride32_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "face_rpn_landmark_pred_stride32",
"attrs": {
"kernel": "(1, 1)",
"num_filter": "20",
"pad": "(0, 0)",
"stride": "(1, 1)"
},
"inputs": [[481, 0, 0], [491, 0, 0], [492, 0, 0]]
},
{
"op": "null",
"name": "ssh_c2_lateral_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c2_lateral_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "1.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_c2_lateral",
"attrs": {
"kernel": "(1, 1)",
"num_filter": "256",
"pad": "(0, 0)",
"stride": "(1, 1)"
},
"inputs": [[359, 0, 0], [494, 0, 0], [495, 0, 0]]
},
{
"op": "null",
"name": "ssh_c2_lateral_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c2_lateral_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c2_lateral_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c2_lateral_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_c2_lateral_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[496, 0, 0], [497, 0, 0], [498, 0, 0], [499, 0, 1], [500, 0, 1]]
},
{
"op": "Activation",
"name": "ssh_c2_lateral_relu",
"attrs": {"act_type": "relu"},
"inputs": [[501, 0, 0]]
},
{
"op": "UpSampling",
"name": "ssh_c3_up",
"attrs": {
"num_args": "1",
"sample_type": "nearest",
"scale": "2",
"workspace": "512"
},
"inputs": [[437, 0, 0]]
},
{
"op": "Crop",
"name": "crop0",
"attrs": {"num_args": "2"},
"inputs": [[503, 0, 0], [502, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus0",
"inputs": [[502, 0, 0], [504, 0, 0]]
},
{
"op": "null",
"name": "ssh_c2_aggr_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c2_aggr_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "1.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_c2_aggr",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "256",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[505, 0, 0], [506, 0, 0], [507, 0, 0]]
},
{
"op": "null",
"name": "ssh_c2_aggr_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c2_aggr_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c2_aggr_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c2_aggr_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_c2_aggr_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[508, 0, 0], [509, 0, 0], [510, 0, 0], [511, 0, 1], [512, 0, 1]]
},
{
"op": "Activation",
"name": "ssh_c2_aggr_relu",
"attrs": {"act_type": "relu"},
"inputs": [[513, 0, 0]]
},
{
"op": "null",
"name": "ssh_m2_det_conv1_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_conv1_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m2_det_conv1",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "256",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[514, 0, 0], [515, 0, 0], [516, 0, 0]]
},
{
"op": "null",
"name": "ssh_m2_det_conv1_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_conv1_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_conv1_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_conv1_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m2_det_conv1_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[517, 0, 0], [518, 0, 0], [519, 0, 0], [520, 0, 1], [521, 0, 1]]
},
{
"op": "null",
"name": "ssh_m2_det_context_conv1_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv1_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m2_det_context_conv1",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "128",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[514, 0, 0], [523, 0, 0], [524, 0, 0]]
},
{
"op": "null",
"name": "ssh_m2_det_context_conv1_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv1_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv1_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv1_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m2_det_context_conv1_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[525, 0, 0], [526, 0, 0], [527, 0, 0], [528, 0, 1], [529, 0, 1]]
},
{
"op": "Activation",
"name": "ssh_m2_det_context_conv1_relu",
"attrs": {"act_type": "relu"},
"inputs": [[530, 0, 0]]
},
{
"op": "null",
"name": "ssh_m2_det_context_conv2_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv2_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m2_det_context_conv2",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "128",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[531, 0, 0], [532, 0, 0], [533, 0, 0]]
},
{
"op": "null",
"name": "ssh_m2_det_context_conv2_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv2_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv2_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv2_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m2_det_context_conv2_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[534, 0, 0], [535, 0, 0], [536, 0, 0], [537, 0, 1], [538, 0, 1]]
},
{
"op": "null",
"name": "ssh_m2_det_context_conv3_1_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv3_1_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m2_det_context_conv3_1",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "128",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[531, 0, 0], [540, 0, 0], [541, 0, 0]]
},
{
"op": "null",
"name": "ssh_m2_det_context_conv3_1_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv3_1_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv3_1_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv3_1_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m2_det_context_conv3_1_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[542, 0, 0], [543, 0, 0], [544, 0, 0], [545, 0, 1], [546, 0, 1]]
},
{
"op": "Activation",
"name": "ssh_m2_det_context_conv3_1_relu",
"attrs": {"act_type": "relu"},
"inputs": [[547, 0, 0]]
},
{
"op": "null",
"name": "ssh_m2_det_context_conv3_2_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv3_2_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m2_det_context_conv3_2",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "128",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[548, 0, 0], [549, 0, 0], [550, 0, 0]]
},
{
"op": "null",
"name": "ssh_m2_det_context_conv3_2_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv3_2_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv3_2_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m2_det_context_conv3_2_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m2_det_context_conv3_2_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[551, 0, 0], [552, 0, 0], [553, 0, 0], [554, 0, 1], [555, 0, 1]]
},
{
"op": "Concat",
"name": "ssh_m2_det_concat",
"attrs": {
"dim": "1",
"num_args": "3"
},
"inputs": [[522, 0, 0], [539, 0, 0], [556, 0, 0]]
},
{
"op": "Activation",
"name": "ssh_m2_det_concat_relu",
"attrs": {"act_type": "relu"},
"inputs": [[557, 0, 0]]
},
{
"op": "null",
"name": "face_rpn_cls_score_stride16_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "face_rpn_cls_score_stride16_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "face_rpn_cls_score_stride16",
"attrs": {
"kernel": "(1, 1)",
"num_filter": "4",
"pad": "(0, 0)",
"stride": "(1, 1)"
},
"inputs": [[558, 0, 0], [559, 0, 0], [560, 0, 0]]
},
{
"op": "Reshape",
"name": "face_rpn_cls_score_reshape_stride16",
"attrs": {"shape": "(0, 2, -1, 0)"},
"inputs": [[561, 0, 0]]
},
{
"op": "SoftmaxActivation",
"name": "face_rpn_cls_prob_stride16",
"attrs": {"mode": "channel"},
"inputs": [[562, 0, 0]]
},
{
"op": "Reshape",
"name": "face_rpn_cls_prob_reshape_stride16",
"attrs": {"shape": "(0, 4, -1, 0)"},
"inputs": [[563, 0, 0]]
},
{
"op": "null",
"name": "face_rpn_bbox_pred_stride16_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "face_rpn_bbox_pred_stride16_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "face_rpn_bbox_pred_stride16",
"attrs": {
"kernel": "(1, 1)",
"num_filter": "8",
"pad": "(0, 0)",
"stride": "(1, 1)"
},
"inputs": [[558, 0, 0], [565, 0, 0], [566, 0, 0]]
},
{
"op": "null",
"name": "face_rpn_landmark_pred_stride16_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "face_rpn_landmark_pred_stride16_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "face_rpn_landmark_pred_stride16",
"attrs": {
"kernel": "(1, 1)",
"num_filter": "20",
"pad": "(0, 0)",
"stride": "(1, 1)"
},
"inputs": [[558, 0, 0], [568, 0, 0], [569, 0, 0]]
},
{
"op": "null",
"name": "ssh_m1_red_conv_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_red_conv_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "1.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m1_red_conv",
"attrs": {
"kernel": "(1, 1)",
"num_filter": "256",
"pad": "(0, 0)",
"stride": "(1, 1)"
},
"inputs": [[207, 0, 0], [571, 0, 0], [572, 0, 0]]
},
{
"op": "null",
"name": "ssh_m1_red_conv_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_red_conv_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_red_conv_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_red_conv_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m1_red_conv_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[573, 0, 0], [574, 0, 0], [575, 0, 0], [576, 0, 1], [577, 0, 1]]
},
{
"op": "Activation",
"name": "ssh_m1_red_conv_relu",
"attrs": {"act_type": "relu"},
"inputs": [[578, 0, 0]]
},
{
"op": "UpSampling",
"name": "ssh_m2_red_up",
"attrs": {
"num_args": "1",
"sample_type": "nearest",
"scale": "2",
"workspace": "512"
},
"inputs": [[514, 0, 0]]
},
{
"op": "Crop",
"name": "crop1",
"attrs": {"num_args": "2"},
"inputs": [[580, 0, 0], [579, 0, 0]]
},
{
"op": "elemwise_add",
"name": "_plus1",
"inputs": [[579, 0, 0], [581, 0, 0]]
},
{
"op": "null",
"name": "ssh_c1_aggr_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c1_aggr_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "1.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_c1_aggr",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "256",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[582, 0, 0], [583, 0, 0], [584, 0, 0]]
},
{
"op": "null",
"name": "ssh_c1_aggr_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c1_aggr_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c1_aggr_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_c1_aggr_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_c1_aggr_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[585, 0, 0], [586, 0, 0], [587, 0, 0], [588, 0, 1], [589, 0, 1]]
},
{
"op": "Activation",
"name": "ssh_c1_aggr_relu",
"attrs": {"act_type": "relu"},
"inputs": [[590, 0, 0]]
},
{
"op": "null",
"name": "ssh_m1_det_conv1_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_conv1_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m1_det_conv1",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "256",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[591, 0, 0], [592, 0, 0], [593, 0, 0]]
},
{
"op": "null",
"name": "ssh_m1_det_conv1_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_conv1_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_conv1_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_conv1_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m1_det_conv1_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[594, 0, 0], [595, 0, 0], [596, 0, 0], [597, 0, 1], [598, 0, 1]]
},
{
"op": "null",
"name": "ssh_m1_det_context_conv1_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv1_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m1_det_context_conv1",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "128",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[591, 0, 0], [600, 0, 0], [601, 0, 0]]
},
{
"op": "null",
"name": "ssh_m1_det_context_conv1_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv1_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv1_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv1_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m1_det_context_conv1_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[602, 0, 0], [603, 0, 0], [604, 0, 0], [605, 0, 1], [606, 0, 1]]
},
{
"op": "Activation",
"name": "ssh_m1_det_context_conv1_relu",
"attrs": {"act_type": "relu"},
"inputs": [[607, 0, 0]]
},
{
"op": "null",
"name": "ssh_m1_det_context_conv2_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv2_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m1_det_context_conv2",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "128",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[608, 0, 0], [609, 0, 0], [610, 0, 0]]
},
{
"op": "null",
"name": "ssh_m1_det_context_conv2_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv2_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv2_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv2_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m1_det_context_conv2_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[611, 0, 0], [612, 0, 0], [613, 0, 0], [614, 0, 1], [615, 0, 1]]
},
{
"op": "null",
"name": "ssh_m1_det_context_conv3_1_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv3_1_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m1_det_context_conv3_1",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "128",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[608, 0, 0], [617, 0, 0], [618, 0, 0]]
},
{
"op": "null",
"name": "ssh_m1_det_context_conv3_1_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv3_1_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv3_1_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv3_1_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m1_det_context_conv3_1_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[619, 0, 0], [620, 0, 0], [621, 0, 0], [622, 0, 1], [623, 0, 1]]
},
{
"op": "Activation",
"name": "ssh_m1_det_context_conv3_1_relu",
"attrs": {"act_type": "relu"},
"inputs": [[624, 0, 0]]
},
{
"op": "null",
"name": "ssh_m1_det_context_conv3_2_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv3_2_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "ssh_m1_det_context_conv3_2",
"attrs": {
"kernel": "(3, 3)",
"num_filter": "128",
"pad": "(1, 1)",
"stride": "(1, 1)"
},
"inputs": [[625, 0, 0], [626, 0, 0], [627, 0, 0]]
},
{
"op": "null",
"name": "ssh_m1_det_context_conv3_2_bn_gamma",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv3_2_bn_beta",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv3_2_bn_moving_mean",
"attrs": {
"__init__": "[\"zero\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "null",
"name": "ssh_m1_det_context_conv3_2_bn_moving_var",
"attrs": {
"__init__": "[\"one\", {}]",
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": []
},
{
"op": "BatchNorm",
"name": "ssh_m1_det_context_conv3_2_bn",
"attrs": {
"eps": "2e-05",
"fix_gamma": "False",
"momentum": "0.9"
},
"inputs": [[628, 0, 0], [629, 0, 0], [630, 0, 0], [631, 0, 1], [632, 0, 1]]
},
{
"op": "Concat",
"name": "ssh_m1_det_concat",
"attrs": {
"dim": "1",
"num_args": "3"
},
"inputs": [[599, 0, 0], [616, 0, 0], [633, 0, 0]]
},
{
"op": "Activation",
"name": "ssh_m1_det_concat_relu",
"attrs": {"act_type": "relu"},
"inputs": [[634, 0, 0]]
},
{
"op": "null",
"name": "face_rpn_cls_score_stride8_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "face_rpn_cls_score_stride8_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "face_rpn_cls_score_stride8",
"attrs": {
"kernel": "(1, 1)",
"num_filter": "4",
"pad": "(0, 0)",
"stride": "(1, 1)"
},
"inputs": [[635, 0, 0], [636, 0, 0], [637, 0, 0]]
},
{
"op": "Reshape",
"name": "face_rpn_cls_score_reshape_stride8",
"attrs": {"shape": "(0, 2, -1, 0)"},
"inputs": [[638, 0, 0]]
},
{
"op": "SoftmaxActivation",
"name": "face_rpn_cls_prob_stride8",
"attrs": {"mode": "channel"},
"inputs": [[639, 0, 0]]
},
{
"op": "Reshape",
"name": "face_rpn_cls_prob_reshape_stride8",
"attrs": {"shape": "(0, 4, -1, 0)"},
"inputs": [[640, 0, 0]]
},
{
"op": "null",
"name": "face_rpn_bbox_pred_stride8_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "face_rpn_bbox_pred_stride8_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "face_rpn_bbox_pred_stride8",
"attrs": {
"kernel": "(1, 1)",
"num_filter": "8",
"pad": "(0, 0)",
"stride": "(1, 1)"
},
"inputs": [[635, 0, 0], [642, 0, 0], [643, 0, 0]]
},
{
"op": "null",
"name": "face_rpn_landmark_pred_stride8_weight",
"attrs": {
"__init__": "[\"normal\", {\"sigma\": 0.01}]",
"__lr_mult__": "1.0"
},
"inputs": []
},
{
"op": "null",
"name": "face_rpn_landmark_pred_stride8_bias",
"attrs": {
"__init__": "[\"constant\", {\"value\": 0.0}]",
"__lr_mult__": "2.0",
"__wd_mult__": "0.0"
},
"inputs": []
},
{
"op": "Convolution",
"name": "face_rpn_landmark_pred_stride8",
"attrs": {
"kernel": "(1, 1)",
"num_filter": "20",
"pad": "(0, 0)",
"stride": "(1, 1)"
},
"inputs": [[635, 0, 0], [645, 0, 0], [646, 0, 0]]
}
],
"arg_nodes": [
0,
1,
2,
3,
4,
6,
8,
9,
10,
11,
15,
16,
17,
18,
21,
23,
24,
25,
26,
29,
31,
32,
33,
34,
37,
39,
42,
43,
44,
45,
48,
50,
51,
52,
53,
56,
58,
59,
60,
61,
64,
67,
68,
69,
70,
73,
75,
76,
77,
78,
81,
83,
84,
85,
86,
89,
92,
93,
94,
95,
98,
100,
101,
102,
103,
106,
108,
109,
110,
111,
114,
116,
119,
120,
121,
122,
125,
127,
128,
129,
130,
133,
135,
136,
137,
138,
141,
144,
145,
146,
147,
150,
152,
153,
154,
155,
158,
160,
161,
162,
163,
166,
169,
170,
171,
172,
175,
177,
178,
179,
180,
183,
185,
186,
187,
188,
191,
194,
195,
196,
197,
200,
202,
203,
204,
205,
208,
210,
211,
212,
213,
216,
218,
221,
222,
223,
224,
227,
229,
230,
231,
232,
235,
237,
238,
239,
240,
243,
246,
247,
248,
249,
252,
254,
255,
256,
257,
260,
262,
263,
264,
265,
268,
271,
272,
273,
274,
277,
279,
280,
281,
282,
285,
287,
288,
289,
290,
293,
296,
297,
298,
299,
302,
304,
305,
306,
307,
310,
312,
313,
314,
315,
318,
321,
322,
323,
324,
327,
329,
330,
331,
332,
335,
337,
338,
339,
340,
343,
346,
347,
348,
349,
352,
354,
355,
356,
357,
360,
362,
363,
364,
365,
368,
370,
373,
374,
375,
376,
379,
381,
382,
383,
384,
387,
389,
390,
391,
392,
395,
398,
399,
400,
401,
404,
406,
407,
408,
409,
412,
414,
415,
416,
417,
420,
423,
424,
425,
426,
429,
430,
432,
433,
434,
435,
438,
439,
441,
442,
443,
444,
446,
447,
449,
450,
451,
452,
455,
456,
458,
459,
460,
461,
463,
464,
466,
467,
468,
469,
472,
473,
475,
476,
477,
478,
482,
483,
488,
489,
491,
492,
494,
495,
497,
498,
499,
500,
506,
507,
509,
510,
511,
512,
515,
516,
518,
519,
520,
521,
523,
524,
526,
527,
528,
529,
532,
533,
535,
536,
537,
538,
540,
541,
543,
544,
545,
546,
549,
550,
552,
553,
554,
555,
559,
560,
565,
566,
568,
569,
571,
572,
574,
575,
576,
577,
583,
584,
586,
587,
588,
589,
592,
593,
595,
596,
597,
598,
600,
601,
603,
604,
605,
606,
609,
610,
612,
613,
614,
615,
617,
618,
620,
621,
622,
623,
626,
627,
629,
630,
631,
632,
636,
637,
642,
643,
645,
646
],
"node_row_ptr": [
0,
1,
2,
3,
4,
5,
8,
9,
10,
11,
12,
13,
14,
17,
18,
19,
20,
21,
22,
23,
26,
27,
28,
29,
30,
31,
32,
33,
36,
37,
38,
39,
40,
41,
42,
43,
46,
47,
48,
49,
50,
51,
52,
53,
54,
55,
56,
59,
60,
61,
62,
63,
64,
65,
66,
69,
70,
71,
72,
73,
74,
75,
76,
79,
80,
81,
82,
83,
84,
85,
86,
87,
90,
91,
92,
93,
94,
95,
96,
97,
100,
101,
102,
103,
104,
105,
106,
107,
110,
111,
112,
113,
114,
115,
116,
117,
118,
121,
122,
123,
124,
125,
126,
127,
128,
131,
132,
133,
134,
135,
136,
137,
138,
141,
142,
143,
144,
145,
146,
147,
148,
149,
150,
151,
154,
155,
156,
157,
158,
159,
160,
161,
164,
165,
166,
167,
168,
169,
170,
171,
174,
175,
176,
177,
178,
179,
180,
181,
182,
185,
186,
187,
188,
189,
190,
191,
192,
195,
196,
197,
198,
199,
200,
201,
202,
205,
206,
207,
208,
209,
210,
211,
212,
213,
216,
217,
218,
219,
220,
221,
222,
223,
226,
227,
228,
229,
230,
231,
232,
233,
236,
237,
238,
239,
240,
241,
242,
243,
244,
247,
248,
249,
250,
251,
252,
253,
254,
257,
258,
259,
260,
261,
262,
263,
264,
267,
268,
269,
270,
271,
272,
273,
274,
275,
276,
277,
280,
281,
282,
283,
284,
285,
286,
287,
290,
291,
292,
293,
294,
295,
296,
297,
300,
301,
302,
303,
304,
305,
306,
307,
308,
311,
312,
313,
314,
315,
316,
317,
318,
321,
322,
323,
324,
325,
326,
327,
328,
331,
332,
333,
334,
335,
336,
337,
338,
339,
342,
343,
344,
345,
346,
347,
348,
349,
352,
353,
354,
355,
356,
357,
358,
359,
362,
363,
364,
365,
366,
367,
368,
369,
370,
373,
374,
375,
376,
377,
378,
379,
380,
383,
384,
385,
386,
387,
388,
389,
390,
393,
394,
395,
396,
397,
398,
399,
400,
401,
404,
405,
406,
407,
408,
409,
410,
411,
414,
415,
416,
417,
418,
419,
420,
421,
424,
425,
426,
427,
428,
429,
430,
431,
432,
435,
436,
437,
438,
439,
440,
441,
442,
445,
446,
447,
448,
449,
450,
451,
452,
455,
456,
457,
458,
459,
460,
461,
462,
463,
464,
465,
468,
469,
470,
471,
472,
473,
474,
475,
478,
479,
480,
481,
482,
483,
484,
485,
488,
489,
490,
491,
492,
493,
494,
495,
496,
499,
500,
501,
502,
503,
504,
505,
506,
509,
510,
511,
512,
513,
514,
515,
516,
519,
520,
521,
522,
523,
524,
525,
526,
527,
530,
531,
532,
533,
534,
535,
536,
537,
538,
541,
542,
543,
544,
545,
546,
547,
548,
549,
552,
553,
554,
555,
556,
557,
558,
559,
562,
563,
564,
565,
566,
567,
568,
569,
570,
573,
574,
575,
576,
577,
578,
579,
580,
583,
584,
585,
586,
587,
588,
589,
590,
591,
594,
595,
596,
597,
598,
599,
600,
601,
602,
603,
604,
605,
606,
607,
608,
609,
610,
611,
612,
613,
614,
615,
618,
619,
620,
621,
622,
623,
624,
625,
626,
627,
628,
629,
632,
633,
634,
635,
636,
637,
638,
639,
640,
643,
644,
645,
646,
647,
648,
649,
650,
653,
654,
655,
656,
657,
658,
659,
660,
661,
664,
665,
666,
667,
668,
669,
670,
671,
674,
675,
676,
677,
678,
679,
680,
681,
682,
685,
686,
687,
688,
689,
690,
691,
692,
693,
694,
695,
696,
697,
698,
699,
700,
701,
702,
703,
704,
705,
706,
709,
710,
711,
712,
713,
714,
715,
716,
717,
718,
719,
720,
723,
724,
725,
726,
727,
728,
729,
730,
731,
734,
735,
736,
737,
738,
739,
740,
741,
744,
745,
746,
747,
748,
749,
750,
751,
752,
755,
756,
757,
758,
759,
760,
761,
762,
765,
766,
767,
768,
769,
770,
771,
772,
773,
776,
777,
778,
779,
780,
781,
782,
783,
784,
785,
786,
787,
788,
789,
790
],
"heads": [[487, 0, 0], [490, 0, 0], [493, 0, 0], [564, 0, 0], [567, 0, 0], [570, 0, 0], [641, 0, 0], [644, 0, 0], [647, 0, 0]],
"attrs": {"mxnet_version": ["int", 10300]}
}