2399 lines
49 KiB
JSON
2399 lines
49 KiB
JSON
{
|
|
"nodes": [
|
|
{
|
|
"op": "null",
|
|
"name": "data",
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "_minus_scalar",
|
|
"name": "_minusscalar0",
|
|
"attrs": {"scalar": "127.5"},
|
|
"inputs": [[0, 0, 0]]
|
|
},
|
|
{
|
|
"op": "_mul_scalar",
|
|
"name": "_mulscalar0",
|
|
"attrs": {"scalar": "0.0078125"},
|
|
"inputs": [[1, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_1_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "8",
|
|
"num_group": "1",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_1_conv2d",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "8",
|
|
"num_group": "1",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[2, 0, 0], [3, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_1_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_1_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_1_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_1_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_1_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[4, 0, 0], [5, 0, 0], [6, 0, 0], [7, 0, 1], [8, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_1_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[9, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_2_dw_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "8",
|
|
"num_group": "8",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_2_dw_conv2d",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "8",
|
|
"num_group": "8",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[10, 0, 0], [11, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_2_dw_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_2_dw_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_2_dw_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_2_dw_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_2_dw_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[12, 0, 0], [13, 0, 0], [14, 0, 0], [15, 0, 1], [16, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_2_dw_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[17, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_2_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "16",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_2_conv2d",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "16",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[18, 0, 0], [19, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_2_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_2_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_2_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_2_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_2_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[20, 0, 0], [21, 0, 0], [22, 0, 0], [23, 0, 1], [24, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_2_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[25, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_3_dw_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "16",
|
|
"num_group": "16",
|
|
"pad": "(1, 1)",
|
|
"stride": "(2, 2)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_3_dw_conv2d",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "16",
|
|
"num_group": "16",
|
|
"pad": "(1, 1)",
|
|
"stride": "(2, 2)"
|
|
},
|
|
"inputs": [[26, 0, 0], [27, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_3_dw_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_3_dw_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_3_dw_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_3_dw_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_3_dw_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[28, 0, 0], [29, 0, 0], [30, 0, 0], [31, 0, 1], [32, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_3_dw_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[33, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_3_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "32",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_3_conv2d",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "32",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[34, 0, 0], [35, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_3_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_3_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_3_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_3_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_3_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[36, 0, 0], [37, 0, 0], [38, 0, 0], [39, 0, 1], [40, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_3_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[41, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_4_dw_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "32",
|
|
"num_group": "32",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_4_dw_conv2d",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "32",
|
|
"num_group": "32",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[42, 0, 0], [43, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_4_dw_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_4_dw_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_4_dw_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_4_dw_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_4_dw_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[44, 0, 0], [45, 0, 0], [46, 0, 0], [47, 0, 1], [48, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_4_dw_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[49, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_4_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "32",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_4_conv2d",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "32",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[50, 0, 0], [51, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_4_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_4_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_4_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_4_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_4_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[52, 0, 0], [53, 0, 0], [54, 0, 0], [55, 0, 1], [56, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_4_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[57, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_5_dw_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "32",
|
|
"num_group": "32",
|
|
"pad": "(1, 1)",
|
|
"stride": "(2, 2)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_5_dw_conv2d",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "32",
|
|
"num_group": "32",
|
|
"pad": "(1, 1)",
|
|
"stride": "(2, 2)"
|
|
},
|
|
"inputs": [[58, 0, 0], [59, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_5_dw_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_5_dw_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_5_dw_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_5_dw_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_5_dw_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[60, 0, 0], [61, 0, 0], [62, 0, 0], [63, 0, 1], [64, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_5_dw_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[65, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_5_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "64",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_5_conv2d",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "64",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[66, 0, 0], [67, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_5_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_5_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_5_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_5_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_5_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[68, 0, 0], [69, 0, 0], [70, 0, 0], [71, 0, 1], [72, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_5_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[73, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_6_dw_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "64",
|
|
"num_group": "64",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_6_dw_conv2d",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "64",
|
|
"num_group": "64",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[74, 0, 0], [75, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_6_dw_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_6_dw_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_6_dw_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_6_dw_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_6_dw_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[76, 0, 0], [77, 0, 0], [78, 0, 0], [79, 0, 1], [80, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_6_dw_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[81, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_6_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "64",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_6_conv2d",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "64",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[82, 0, 0], [83, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_6_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_6_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_6_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_6_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_6_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[84, 0, 0], [85, 0, 0], [86, 0, 0], [87, 0, 1], [88, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_6_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[89, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_7_dw_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "64",
|
|
"num_group": "64",
|
|
"pad": "(1, 1)",
|
|
"stride": "(2, 2)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_7_dw_conv2d",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "64",
|
|
"num_group": "64",
|
|
"pad": "(1, 1)",
|
|
"stride": "(2, 2)"
|
|
},
|
|
"inputs": [[90, 0, 0], [91, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_7_dw_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_7_dw_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_7_dw_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_7_dw_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_7_dw_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[92, 0, 0], [93, 0, 0], [94, 0, 0], [95, 0, 1], [96, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_7_dw_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[97, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_7_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_7_conv2d",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[98, 0, 0], [99, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_7_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_7_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_7_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_7_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_7_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[100, 0, 0], [101, 0, 0], [102, 0, 0], [103, 0, 1], [104, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_7_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[105, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_8_dw_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "128",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_8_dw_conv2d",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "128",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[106, 0, 0], [107, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_8_dw_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_8_dw_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_8_dw_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_8_dw_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_8_dw_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[108, 0, 0], [109, 0, 0], [110, 0, 0], [111, 0, 1], [112, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_8_dw_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[113, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_8_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_8_conv2d",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[114, 0, 0], [115, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_8_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_8_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_8_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_8_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_8_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[116, 0, 0], [117, 0, 0], [118, 0, 0], [119, 0, 1], [120, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_8_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[121, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_9_dw_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "128",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_9_dw_conv2d",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "128",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[122, 0, 0], [123, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_9_dw_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_9_dw_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_9_dw_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_9_dw_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_9_dw_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[124, 0, 0], [125, 0, 0], [126, 0, 0], [127, 0, 1], [128, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_9_dw_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[129, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_9_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_9_conv2d",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[130, 0, 0], [131, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_9_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_9_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_9_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_9_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_9_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[132, 0, 0], [133, 0, 0], [134, 0, 0], [135, 0, 1], [136, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_9_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[137, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_10_dw_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "128",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_10_dw_conv2d",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "128",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[138, 0, 0], [139, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_10_dw_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_10_dw_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_10_dw_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_10_dw_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_10_dw_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[140, 0, 0], [141, 0, 0], [142, 0, 0], [143, 0, 1], [144, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_10_dw_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[145, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_10_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_10_conv2d",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[146, 0, 0], [147, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_10_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_10_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_10_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_10_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_10_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[148, 0, 0], [149, 0, 0], [150, 0, 0], [151, 0, 1], [152, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_10_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[153, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_11_dw_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "128",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_11_dw_conv2d",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "128",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[154, 0, 0], [155, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_11_dw_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_11_dw_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_11_dw_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_11_dw_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_11_dw_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[156, 0, 0], [157, 0, 0], [158, 0, 0], [159, 0, 1], [160, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_11_dw_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[161, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_11_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_11_conv2d",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[162, 0, 0], [163, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_11_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_11_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_11_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_11_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_11_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[164, 0, 0], [165, 0, 0], [166, 0, 0], [167, 0, 1], [168, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_11_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[169, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_12_dw_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "128",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_12_dw_conv2d",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "128",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[170, 0, 0], [171, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_12_dw_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_12_dw_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_12_dw_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_12_dw_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_12_dw_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[172, 0, 0], [173, 0, 0], [174, 0, 0], [175, 0, 1], [176, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_12_dw_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[177, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_12_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_12_conv2d",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[178, 0, 0], [179, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_12_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_12_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_12_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_12_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_12_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[180, 0, 0], [181, 0, 0], [182, 0, 0], [183, 0, 1], [184, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_12_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[185, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_13_dw_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "128",
|
|
"pad": "(1, 1)",
|
|
"stride": "(2, 2)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_13_dw_conv2d",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "128",
|
|
"num_group": "128",
|
|
"pad": "(1, 1)",
|
|
"stride": "(2, 2)"
|
|
},
|
|
"inputs": [[186, 0, 0], [187, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_13_dw_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_13_dw_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_13_dw_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_13_dw_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_13_dw_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[188, 0, 0], [189, 0, 0], [190, 0, 0], [191, 0, 1], [192, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_13_dw_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[193, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_13_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "256",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_13_conv2d",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "256",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[194, 0, 0], [195, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_13_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_13_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_13_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_13_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_13_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[196, 0, 0], [197, 0, 0], [198, 0, 0], [199, 0, 1], [200, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_13_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[201, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_14_dw_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "256",
|
|
"num_group": "256",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_14_dw_conv2d",
|
|
"attrs": {
|
|
"kernel": "(3, 3)",
|
|
"no_bias": "True",
|
|
"num_filter": "256",
|
|
"num_group": "256",
|
|
"pad": "(1, 1)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[202, 0, 0], [203, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_14_dw_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_14_dw_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_14_dw_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_14_dw_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_14_dw_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[204, 0, 0], [205, 0, 0], [206, 0, 0], [207, 0, 1], [208, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_14_dw_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[209, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_14_conv2d_weight",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "256",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "Convolution",
|
|
"name": "conv_14_conv2d",
|
|
"attrs": {
|
|
"kernel": "(1, 1)",
|
|
"no_bias": "True",
|
|
"num_filter": "256",
|
|
"num_group": "1",
|
|
"pad": "(0, 0)",
|
|
"stride": "(1, 1)"
|
|
},
|
|
"inputs": [[210, 0, 0], [211, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_14_batchnorm_gamma",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_14_batchnorm_beta",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_14_batchnorm_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "conv_14_batchnorm_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"fix_gamma": "True"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "conv_14_batchnorm",
|
|
"attrs": {"fix_gamma": "True"},
|
|
"inputs": [[212, 0, 0], [213, 0, 0], [214, 0, 0], [215, 0, 1], [216, 0, 1]]
|
|
},
|
|
{
|
|
"op": "Activation",
|
|
"name": "conv_14_relu",
|
|
"attrs": {"act_type": "relu"},
|
|
"inputs": [[217, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "bn1_gamma",
|
|
"attrs": {
|
|
"eps": "2e-05",
|
|
"fix_gamma": "False",
|
|
"momentum": "0.9"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "bn1_beta",
|
|
"attrs": {
|
|
"eps": "2e-05",
|
|
"fix_gamma": "False",
|
|
"momentum": "0.9"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "bn1_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"eps": "2e-05",
|
|
"fix_gamma": "False",
|
|
"momentum": "0.9"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "bn1_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"eps": "2e-05",
|
|
"fix_gamma": "False",
|
|
"momentum": "0.9"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "bn1",
|
|
"attrs": {
|
|
"eps": "2e-05",
|
|
"fix_gamma": "False",
|
|
"momentum": "0.9"
|
|
},
|
|
"inputs": [[218, 0, 0], [219, 0, 0], [220, 0, 0], [221, 0, 1], [222, 0, 1]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "relu1_gamma",
|
|
"attrs": {
|
|
"__init__": "[\"Constant\", {\"value\": 0.25}]",
|
|
"act_type": "prelu"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "LeakyReLU",
|
|
"name": "relu1",
|
|
"attrs": {"act_type": "prelu"},
|
|
"inputs": [[223, 0, 0], [224, 0, 0]]
|
|
},
|
|
{
|
|
"op": "Pooling",
|
|
"name": "pool1",
|
|
"attrs": {
|
|
"global_pool": "True",
|
|
"kernel": "(7, 7)",
|
|
"pool_type": "avg"
|
|
},
|
|
"inputs": [[225, 0, 0]]
|
|
},
|
|
{
|
|
"op": "Flatten",
|
|
"name": "flatten0",
|
|
"inputs": [[226, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "pre_fc1_weight",
|
|
"attrs": {"num_hidden": "202"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "pre_fc1_bias",
|
|
"attrs": {"num_hidden": "202"},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "FullyConnected",
|
|
"name": "pre_fc1",
|
|
"attrs": {"num_hidden": "202"},
|
|
"inputs": [[227, 0, 0], [228, 0, 0], [229, 0, 0]]
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "fc1_gamma",
|
|
"attrs": {
|
|
"eps": "2e-05",
|
|
"fix_gamma": "True",
|
|
"momentum": "0.9"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "fc1_beta",
|
|
"attrs": {
|
|
"eps": "2e-05",
|
|
"fix_gamma": "True",
|
|
"momentum": "0.9"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "fc1_moving_mean",
|
|
"attrs": {
|
|
"__init__": "[\"zero\", {}]",
|
|
"eps": "2e-05",
|
|
"fix_gamma": "True",
|
|
"momentum": "0.9"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "null",
|
|
"name": "fc1_moving_var",
|
|
"attrs": {
|
|
"__init__": "[\"one\", {}]",
|
|
"eps": "2e-05",
|
|
"fix_gamma": "True",
|
|
"momentum": "0.9"
|
|
},
|
|
"inputs": []
|
|
},
|
|
{
|
|
"op": "BatchNorm",
|
|
"name": "fc1",
|
|
"attrs": {
|
|
"eps": "2e-05",
|
|
"fix_gamma": "True",
|
|
"momentum": "0.9"
|
|
},
|
|
"inputs": [[230, 0, 0], [231, 0, 0], [232, 0, 0], [233, 0, 1], [234, 0, 1]]
|
|
}
|
|
],
|
|
"arg_nodes": [
|
|
0,
|
|
3,
|
|
5,
|
|
6,
|
|
7,
|
|
8,
|
|
11,
|
|
13,
|
|
14,
|
|
15,
|
|
16,
|
|
19,
|
|
21,
|
|
22,
|
|
23,
|
|
24,
|
|
27,
|
|
29,
|
|
30,
|
|
31,
|
|
32,
|
|
35,
|
|
37,
|
|
38,
|
|
39,
|
|
40,
|
|
43,
|
|
45,
|
|
46,
|
|
47,
|
|
48,
|
|
51,
|
|
53,
|
|
54,
|
|
55,
|
|
56,
|
|
59,
|
|
61,
|
|
62,
|
|
63,
|
|
64,
|
|
67,
|
|
69,
|
|
70,
|
|
71,
|
|
72,
|
|
75,
|
|
77,
|
|
78,
|
|
79,
|
|
80,
|
|
83,
|
|
85,
|
|
86,
|
|
87,
|
|
88,
|
|
91,
|
|
93,
|
|
94,
|
|
95,
|
|
96,
|
|
99,
|
|
101,
|
|
102,
|
|
103,
|
|
104,
|
|
107,
|
|
109,
|
|
110,
|
|
111,
|
|
112,
|
|
115,
|
|
117,
|
|
118,
|
|
119,
|
|
120,
|
|
123,
|
|
125,
|
|
126,
|
|
127,
|
|
128,
|
|
131,
|
|
133,
|
|
134,
|
|
135,
|
|
136,
|
|
139,
|
|
141,
|
|
142,
|
|
143,
|
|
144,
|
|
147,
|
|
149,
|
|
150,
|
|
151,
|
|
152,
|
|
155,
|
|
157,
|
|
158,
|
|
159,
|
|
160,
|
|
163,
|
|
165,
|
|
166,
|
|
167,
|
|
168,
|
|
171,
|
|
173,
|
|
174,
|
|
175,
|
|
176,
|
|
179,
|
|
181,
|
|
182,
|
|
183,
|
|
184,
|
|
187,
|
|
189,
|
|
190,
|
|
191,
|
|
192,
|
|
195,
|
|
197,
|
|
198,
|
|
199,
|
|
200,
|
|
203,
|
|
205,
|
|
206,
|
|
207,
|
|
208,
|
|
211,
|
|
213,
|
|
214,
|
|
215,
|
|
216,
|
|
219,
|
|
220,
|
|
221,
|
|
222,
|
|
224,
|
|
228,
|
|
229,
|
|
231,
|
|
232,
|
|
233,
|
|
234
|
|
],
|
|
"node_row_ptr": [
|
|
0,
|
|
1,
|
|
2,
|
|
3,
|
|
4,
|
|
5,
|
|
6,
|
|
7,
|
|
8,
|
|
9,
|
|
12,
|
|
13,
|
|
14,
|
|
15,
|
|
16,
|
|
17,
|
|
18,
|
|
19,
|
|
22,
|
|
23,
|
|
24,
|
|
25,
|
|
26,
|
|
27,
|
|
28,
|
|
29,
|
|
32,
|
|
33,
|
|
34,
|
|
35,
|
|
36,
|
|
37,
|
|
38,
|
|
39,
|
|
42,
|
|
43,
|
|
44,
|
|
45,
|
|
46,
|
|
47,
|
|
48,
|
|
49,
|
|
52,
|
|
53,
|
|
54,
|
|
55,
|
|
56,
|
|
57,
|
|
58,
|
|
59,
|
|
62,
|
|
63,
|
|
64,
|
|
65,
|
|
66,
|
|
67,
|
|
68,
|
|
69,
|
|
72,
|
|
73,
|
|
74,
|
|
75,
|
|
76,
|
|
77,
|
|
78,
|
|
79,
|
|
82,
|
|
83,
|
|
84,
|
|
85,
|
|
86,
|
|
87,
|
|
88,
|
|
89,
|
|
92,
|
|
93,
|
|
94,
|
|
95,
|
|
96,
|
|
97,
|
|
98,
|
|
99,
|
|
102,
|
|
103,
|
|
104,
|
|
105,
|
|
106,
|
|
107,
|
|
108,
|
|
109,
|
|
112,
|
|
113,
|
|
114,
|
|
115,
|
|
116,
|
|
117,
|
|
118,
|
|
119,
|
|
122,
|
|
123,
|
|
124,
|
|
125,
|
|
126,
|
|
127,
|
|
128,
|
|
129,
|
|
132,
|
|
133,
|
|
134,
|
|
135,
|
|
136,
|
|
137,
|
|
138,
|
|
139,
|
|
142,
|
|
143,
|
|
144,
|
|
145,
|
|
146,
|
|
147,
|
|
148,
|
|
149,
|
|
152,
|
|
153,
|
|
154,
|
|
155,
|
|
156,
|
|
157,
|
|
158,
|
|
159,
|
|
162,
|
|
163,
|
|
164,
|
|
165,
|
|
166,
|
|
167,
|
|
168,
|
|
169,
|
|
172,
|
|
173,
|
|
174,
|
|
175,
|
|
176,
|
|
177,
|
|
178,
|
|
179,
|
|
182,
|
|
183,
|
|
184,
|
|
185,
|
|
186,
|
|
187,
|
|
188,
|
|
189,
|
|
192,
|
|
193,
|
|
194,
|
|
195,
|
|
196,
|
|
197,
|
|
198,
|
|
199,
|
|
202,
|
|
203,
|
|
204,
|
|
205,
|
|
206,
|
|
207,
|
|
208,
|
|
209,
|
|
212,
|
|
213,
|
|
214,
|
|
215,
|
|
216,
|
|
217,
|
|
218,
|
|
219,
|
|
222,
|
|
223,
|
|
224,
|
|
225,
|
|
226,
|
|
227,
|
|
228,
|
|
229,
|
|
232,
|
|
233,
|
|
234,
|
|
235,
|
|
236,
|
|
237,
|
|
238,
|
|
239,
|
|
242,
|
|
243,
|
|
244,
|
|
245,
|
|
246,
|
|
247,
|
|
248,
|
|
249,
|
|
252,
|
|
253,
|
|
254,
|
|
255,
|
|
256,
|
|
257,
|
|
258,
|
|
259,
|
|
262,
|
|
263,
|
|
264,
|
|
265,
|
|
266,
|
|
267,
|
|
268,
|
|
269,
|
|
272,
|
|
273,
|
|
274,
|
|
275,
|
|
276,
|
|
277,
|
|
280,
|
|
281,
|
|
282,
|
|
283,
|
|
284,
|
|
285,
|
|
286,
|
|
287,
|
|
288,
|
|
289,
|
|
290,
|
|
291,
|
|
294
|
|
],
|
|
"heads": [[235, 0, 0]],
|
|
"attrs": {"mxnet_version": ["int", 10300]}
|
|
} |