{
  "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]}
}