Permalink
Switch branches/tags
Nothing to show
Find file Copy path
Fetching contributors…
Cannot retrieve contributors at this time
1930 lines (1929 sloc) 76.1 KB
{
"modelTopology": {
"keras_version": "2.1.4",
"model_config": {
"class_name": "Model",
"config": {
"layers": [
{
"class_name": "InputLayer",
"inbound_nodes": [],
"config": {
"dtype": "float32",
"batch_input_shape": [null, 224, 224, 3],
"name": "input_1",
"sparse": false
},
"name": "input_1"
},
{
"class_name": "Conv2D",
"inbound_nodes": [[["input_1", 0, 0, {}]]],
"config": {
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"name": "conv1",
"kernel_constraint": null,
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"padding": "same",
"strides": [2, 2],
"dilation_rate": [1, 1],
"kernel_regularizer": null,
"filters": 32,
"bias_initializer": { "class_name": "Zeros", "config": {} },
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [3, 3]
},
"name": "conv1"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv1", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv1_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv1_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv1_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv1_relu" },
"name": "conv1_relu"
},
{
"class_name": "DepthwiseConv2D",
"inbound_nodes": [[["conv1_relu", 0, 0, {}]]],
"config": {
"padding": "same",
"depth_multiplier": 1,
"name": "conv_dw_1",
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"depthwise_constraint": null,
"strides": [1, 1],
"dilation_rate": [1, 1],
"depthwise_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"bias_initializer": { "class_name": "Zeros", "config": {} },
"depthwise_regularizer": null,
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [3, 3]
},
"name": "conv_dw_1"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_dw_1", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_dw_1_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_dw_1_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_dw_1_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_dw_1_relu" },
"name": "conv_dw_1_relu"
},
{
"class_name": "Conv2D",
"inbound_nodes": [[["conv_dw_1_relu", 0, 0, {}]]],
"config": {
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"name": "conv_pw_1",
"kernel_constraint": null,
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"padding": "same",
"strides": [1, 1],
"dilation_rate": [1, 1],
"kernel_regularizer": null,
"filters": 64,
"bias_initializer": { "class_name": "Zeros", "config": {} },
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [1, 1]
},
"name": "conv_pw_1"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_pw_1", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_pw_1_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_pw_1_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_pw_1_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_pw_1_relu" },
"name": "conv_pw_1_relu"
},
{
"class_name": "DepthwiseConv2D",
"inbound_nodes": [[["conv_pw_1_relu", 0, 0, {}]]],
"config": {
"padding": "same",
"depth_multiplier": 1,
"name": "conv_dw_2",
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"depthwise_constraint": null,
"strides": [2, 2],
"dilation_rate": [1, 1],
"depthwise_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"bias_initializer": { "class_name": "Zeros", "config": {} },
"depthwise_regularizer": null,
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [3, 3]
},
"name": "conv_dw_2"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_dw_2", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_dw_2_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_dw_2_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_dw_2_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_dw_2_relu" },
"name": "conv_dw_2_relu"
},
{
"class_name": "Conv2D",
"inbound_nodes": [[["conv_dw_2_relu", 0, 0, {}]]],
"config": {
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"name": "conv_pw_2",
"kernel_constraint": null,
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"padding": "same",
"strides": [1, 1],
"dilation_rate": [1, 1],
"kernel_regularizer": null,
"filters": 128,
"bias_initializer": { "class_name": "Zeros", "config": {} },
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [1, 1]
},
"name": "conv_pw_2"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_pw_2", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_pw_2_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_pw_2_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_pw_2_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_pw_2_relu" },
"name": "conv_pw_2_relu"
},
{
"class_name": "DepthwiseConv2D",
"inbound_nodes": [[["conv_pw_2_relu", 0, 0, {}]]],
"config": {
"padding": "same",
"depth_multiplier": 1,
"name": "conv_dw_3",
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"depthwise_constraint": null,
"strides": [1, 1],
"dilation_rate": [1, 1],
"depthwise_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"bias_initializer": { "class_name": "Zeros", "config": {} },
"depthwise_regularizer": null,
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [3, 3]
},
"name": "conv_dw_3"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_dw_3", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_dw_3_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_dw_3_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_dw_3_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_dw_3_relu" },
"name": "conv_dw_3_relu"
},
{
"class_name": "Conv2D",
"inbound_nodes": [[["conv_dw_3_relu", 0, 0, {}]]],
"config": {
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"name": "conv_pw_3",
"kernel_constraint": null,
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"padding": "same",
"strides": [1, 1],
"dilation_rate": [1, 1],
"kernel_regularizer": null,
"filters": 128,
"bias_initializer": { "class_name": "Zeros", "config": {} },
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [1, 1]
},
"name": "conv_pw_3"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_pw_3", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_pw_3_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_pw_3_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_pw_3_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_pw_3_relu" },
"name": "conv_pw_3_relu"
},
{
"class_name": "DepthwiseConv2D",
"inbound_nodes": [[["conv_pw_3_relu", 0, 0, {}]]],
"config": {
"padding": "same",
"depth_multiplier": 1,
"name": "conv_dw_4",
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"depthwise_constraint": null,
"strides": [2, 2],
"dilation_rate": [1, 1],
"depthwise_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"bias_initializer": { "class_name": "Zeros", "config": {} },
"depthwise_regularizer": null,
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [3, 3]
},
"name": "conv_dw_4"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_dw_4", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_dw_4_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_dw_4_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_dw_4_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_dw_4_relu" },
"name": "conv_dw_4_relu"
},
{
"class_name": "Conv2D",
"inbound_nodes": [[["conv_dw_4_relu", 0, 0, {}]]],
"config": {
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"name": "conv_pw_4",
"kernel_constraint": null,
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"padding": "same",
"strides": [1, 1],
"dilation_rate": [1, 1],
"kernel_regularizer": null,
"filters": 256,
"bias_initializer": { "class_name": "Zeros", "config": {} },
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [1, 1]
},
"name": "conv_pw_4"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_pw_4", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_pw_4_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_pw_4_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_pw_4_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_pw_4_relu" },
"name": "conv_pw_4_relu"
},
{
"class_name": "DepthwiseConv2D",
"inbound_nodes": [[["conv_pw_4_relu", 0, 0, {}]]],
"config": {
"padding": "same",
"depth_multiplier": 1,
"name": "conv_dw_5",
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"depthwise_constraint": null,
"strides": [1, 1],
"dilation_rate": [1, 1],
"depthwise_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"bias_initializer": { "class_name": "Zeros", "config": {} },
"depthwise_regularizer": null,
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [3, 3]
},
"name": "conv_dw_5"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_dw_5", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_dw_5_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_dw_5_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_dw_5_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_dw_5_relu" },
"name": "conv_dw_5_relu"
},
{
"class_name": "Conv2D",
"inbound_nodes": [[["conv_dw_5_relu", 0, 0, {}]]],
"config": {
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"name": "conv_pw_5",
"kernel_constraint": null,
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"padding": "same",
"strides": [1, 1],
"dilation_rate": [1, 1],
"kernel_regularizer": null,
"filters": 256,
"bias_initializer": { "class_name": "Zeros", "config": {} },
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [1, 1]
},
"name": "conv_pw_5"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_pw_5", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_pw_5_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_pw_5_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_pw_5_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_pw_5_relu" },
"name": "conv_pw_5_relu"
},
{
"class_name": "DepthwiseConv2D",
"inbound_nodes": [[["conv_pw_5_relu", 0, 0, {}]]],
"config": {
"padding": "same",
"depth_multiplier": 1,
"name": "conv_dw_6",
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"depthwise_constraint": null,
"strides": [2, 2],
"dilation_rate": [1, 1],
"depthwise_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"bias_initializer": { "class_name": "Zeros", "config": {} },
"depthwise_regularizer": null,
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [3, 3]
},
"name": "conv_dw_6"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_dw_6", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_dw_6_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_dw_6_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_dw_6_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_dw_6_relu" },
"name": "conv_dw_6_relu"
},
{
"class_name": "Conv2D",
"inbound_nodes": [[["conv_dw_6_relu", 0, 0, {}]]],
"config": {
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"name": "conv_pw_6",
"kernel_constraint": null,
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"padding": "same",
"strides": [1, 1],
"dilation_rate": [1, 1],
"kernel_regularizer": null,
"filters": 512,
"bias_initializer": { "class_name": "Zeros", "config": {} },
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [1, 1]
},
"name": "conv_pw_6"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_pw_6", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_pw_6_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_pw_6_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_pw_6_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_pw_6_relu" },
"name": "conv_pw_6_relu"
},
{
"class_name": "DepthwiseConv2D",
"inbound_nodes": [[["conv_pw_6_relu", 0, 0, {}]]],
"config": {
"padding": "same",
"depth_multiplier": 1,
"name": "conv_dw_7",
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"depthwise_constraint": null,
"strides": [1, 1],
"dilation_rate": [1, 1],
"depthwise_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"bias_initializer": { "class_name": "Zeros", "config": {} },
"depthwise_regularizer": null,
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [3, 3]
},
"name": "conv_dw_7"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_dw_7", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_dw_7_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_dw_7_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_dw_7_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_dw_7_relu" },
"name": "conv_dw_7_relu"
},
{
"class_name": "Conv2D",
"inbound_nodes": [[["conv_dw_7_relu", 0, 0, {}]]],
"config": {
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"name": "conv_pw_7",
"kernel_constraint": null,
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"padding": "same",
"strides": [1, 1],
"dilation_rate": [1, 1],
"kernel_regularizer": null,
"filters": 512,
"bias_initializer": { "class_name": "Zeros", "config": {} },
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [1, 1]
},
"name": "conv_pw_7"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_pw_7", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_pw_7_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_pw_7_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_pw_7_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_pw_7_relu" },
"name": "conv_pw_7_relu"
},
{
"class_name": "DepthwiseConv2D",
"inbound_nodes": [[["conv_pw_7_relu", 0, 0, {}]]],
"config": {
"padding": "same",
"depth_multiplier": 1,
"name": "conv_dw_8",
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"depthwise_constraint": null,
"strides": [1, 1],
"dilation_rate": [1, 1],
"depthwise_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"bias_initializer": { "class_name": "Zeros", "config": {} },
"depthwise_regularizer": null,
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [3, 3]
},
"name": "conv_dw_8"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_dw_8", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_dw_8_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_dw_8_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_dw_8_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_dw_8_relu" },
"name": "conv_dw_8_relu"
},
{
"class_name": "Conv2D",
"inbound_nodes": [[["conv_dw_8_relu", 0, 0, {}]]],
"config": {
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"name": "conv_pw_8",
"kernel_constraint": null,
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"padding": "same",
"strides": [1, 1],
"dilation_rate": [1, 1],
"kernel_regularizer": null,
"filters": 512,
"bias_initializer": { "class_name": "Zeros", "config": {} },
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [1, 1]
},
"name": "conv_pw_8"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_pw_8", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_pw_8_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_pw_8_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_pw_8_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_pw_8_relu" },
"name": "conv_pw_8_relu"
},
{
"class_name": "DepthwiseConv2D",
"inbound_nodes": [[["conv_pw_8_relu", 0, 0, {}]]],
"config": {
"padding": "same",
"depth_multiplier": 1,
"name": "conv_dw_9",
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"depthwise_constraint": null,
"strides": [1, 1],
"dilation_rate": [1, 1],
"depthwise_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"bias_initializer": { "class_name": "Zeros", "config": {} },
"depthwise_regularizer": null,
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [3, 3]
},
"name": "conv_dw_9"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_dw_9", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_dw_9_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_dw_9_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_dw_9_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_dw_9_relu" },
"name": "conv_dw_9_relu"
},
{
"class_name": "Conv2D",
"inbound_nodes": [[["conv_dw_9_relu", 0, 0, {}]]],
"config": {
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"name": "conv_pw_9",
"kernel_constraint": null,
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"padding": "same",
"strides": [1, 1],
"dilation_rate": [1, 1],
"kernel_regularizer": null,
"filters": 512,
"bias_initializer": { "class_name": "Zeros", "config": {} },
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [1, 1]
},
"name": "conv_pw_9"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_pw_9", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_pw_9_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_pw_9_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_pw_9_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_pw_9_relu" },
"name": "conv_pw_9_relu"
},
{
"class_name": "DepthwiseConv2D",
"inbound_nodes": [[["conv_pw_9_relu", 0, 0, {}]]],
"config": {
"padding": "same",
"depth_multiplier": 1,
"name": "conv_dw_10",
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"depthwise_constraint": null,
"strides": [1, 1],
"dilation_rate": [1, 1],
"depthwise_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"bias_initializer": { "class_name": "Zeros", "config": {} },
"depthwise_regularizer": null,
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [3, 3]
},
"name": "conv_dw_10"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_dw_10", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_dw_10_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_dw_10_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_dw_10_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_dw_10_relu" },
"name": "conv_dw_10_relu"
},
{
"class_name": "Conv2D",
"inbound_nodes": [[["conv_dw_10_relu", 0, 0, {}]]],
"config": {
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"name": "conv_pw_10",
"kernel_constraint": null,
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"padding": "same",
"strides": [1, 1],
"dilation_rate": [1, 1],
"kernel_regularizer": null,
"filters": 512,
"bias_initializer": { "class_name": "Zeros", "config": {} },
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [1, 1]
},
"name": "conv_pw_10"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_pw_10", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_pw_10_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_pw_10_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_pw_10_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_pw_10_relu" },
"name": "conv_pw_10_relu"
},
{
"class_name": "DepthwiseConv2D",
"inbound_nodes": [[["conv_pw_10_relu", 0, 0, {}]]],
"config": {
"padding": "same",
"depth_multiplier": 1,
"name": "conv_dw_11",
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"depthwise_constraint": null,
"strides": [1, 1],
"dilation_rate": [1, 1],
"depthwise_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"bias_initializer": { "class_name": "Zeros", "config": {} },
"depthwise_regularizer": null,
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [3, 3]
},
"name": "conv_dw_11"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_dw_11", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_dw_11_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_dw_11_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_dw_11_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_dw_11_relu" },
"name": "conv_dw_11_relu"
},
{
"class_name": "Conv2D",
"inbound_nodes": [[["conv_dw_11_relu", 0, 0, {}]]],
"config": {
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"name": "conv_pw_11",
"kernel_constraint": null,
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"padding": "same",
"strides": [1, 1],
"dilation_rate": [1, 1],
"kernel_regularizer": null,
"filters": 512,
"bias_initializer": { "class_name": "Zeros", "config": {} },
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [1, 1]
},
"name": "conv_pw_11"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_pw_11", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_pw_11_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_pw_11_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_pw_11_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_pw_11_relu" },
"name": "conv_pw_11_relu"
},
{
"class_name": "DepthwiseConv2D",
"inbound_nodes": [[["conv_pw_11_relu", 0, 0, {}]]],
"config": {
"padding": "same",
"depth_multiplier": 1,
"name": "conv_dw_12",
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"depthwise_constraint": null,
"strides": [2, 2],
"dilation_rate": [1, 1],
"depthwise_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"bias_initializer": { "class_name": "Zeros", "config": {} },
"depthwise_regularizer": null,
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [3, 3]
},
"name": "conv_dw_12"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_dw_12", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_dw_12_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_dw_12_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_dw_12_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_dw_12_relu" },
"name": "conv_dw_12_relu"
},
{
"class_name": "Conv2D",
"inbound_nodes": [[["conv_dw_12_relu", 0, 0, {}]]],
"config": {
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"name": "conv_pw_12",
"kernel_constraint": null,
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"padding": "same",
"strides": [1, 1],
"dilation_rate": [1, 1],
"kernel_regularizer": null,
"filters": 1024,
"bias_initializer": { "class_name": "Zeros", "config": {} },
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [1, 1]
},
"name": "conv_pw_12"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_pw_12", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_pw_12_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_pw_12_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_pw_12_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_pw_12_relu" },
"name": "conv_pw_12_relu"
},
{
"class_name": "DepthwiseConv2D",
"inbound_nodes": [[["conv_pw_12_relu", 0, 0, {}]]],
"config": {
"padding": "same",
"depth_multiplier": 1,
"name": "conv_dw_13",
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"depthwise_constraint": null,
"strides": [1, 1],
"dilation_rate": [1, 1],
"depthwise_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"bias_initializer": { "class_name": "Zeros", "config": {} },
"depthwise_regularizer": null,
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [3, 3]
},
"name": "conv_dw_13"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_dw_13", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_dw_13_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_dw_13_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_dw_13_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_dw_13_relu" },
"name": "conv_dw_13_relu"
},
{
"class_name": "Conv2D",
"inbound_nodes": [[["conv_dw_13_relu", 0, 0, {}]]],
"config": {
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"name": "conv_pw_13",
"kernel_constraint": null,
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"padding": "same",
"strides": [1, 1],
"dilation_rate": [1, 1],
"kernel_regularizer": null,
"filters": 1024,
"bias_initializer": { "class_name": "Zeros", "config": {} },
"use_bias": false,
"activity_regularizer": null,
"kernel_size": [1, 1]
},
"name": "conv_pw_13"
},
{
"class_name": "BatchNormalization",
"inbound_nodes": [[["conv_pw_13", 0, 0, {}]]],
"config": {
"gamma_initializer": { "class_name": "Ones", "config": {} },
"moving_mean_initializer": { "class_name": "Zeros", "config": {} },
"name": "conv_pw_13_bn",
"epsilon": 0.001,
"trainable": true,
"center": true,
"moving_variance_initializer": { "class_name": "Ones", "config": {} },
"beta_initializer": { "class_name": "Zeros", "config": {} },
"scale": true,
"gamma_regularizer": null,
"gamma_constraint": null,
"beta_constraint": null,
"beta_regularizer": null,
"momentum": 0.99,
"axis": -1
},
"name": "conv_pw_13_bn"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_pw_13_bn", 0, 0, {}]]],
"config": { "activation": "relu6", "trainable": true, "name": "conv_pw_13_relu" },
"name": "conv_pw_13_relu"
},
{
"class_name": "GlobalAveragePooling2D",
"inbound_nodes": [[["conv_pw_13_relu", 0, 0, {}]]],
"config": { "trainable": true, "name": "global_average_pooling2d_1", "data_format": "channels_last" },
"name": "global_average_pooling2d_1"
},
{
"class_name": "Reshape",
"inbound_nodes": [[["global_average_pooling2d_1", 0, 0, {}]]],
"config": { "target_shape": [1, 1, 1024], "trainable": true, "name": "reshape_1" },
"name": "reshape_1"
},
{
"class_name": "Dropout",
"inbound_nodes": [[["reshape_1", 0, 0, {}]]],
"config": { "rate": 0.001, "noise_shape": null, "trainable": true, "seed": null, "name": "dropout" },
"name": "dropout"
},
{
"class_name": "Conv2D",
"inbound_nodes": [[["dropout", 0, 0, {}]]],
"config": {
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": { "distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg" }
},
"name": "conv_preds",
"kernel_constraint": null,
"bias_regularizer": null,
"bias_constraint": null,
"activation": "linear",
"trainable": true,
"data_format": "channels_last",
"padding": "same",
"strides": [1, 1],
"dilation_rate": [1, 1],
"kernel_regularizer": null,
"filters": 1000,
"bias_initializer": { "class_name": "Zeros", "config": {} },
"use_bias": true,
"activity_regularizer": null,
"kernel_size": [1, 1]
},
"name": "conv_preds"
},
{
"class_name": "Activation",
"inbound_nodes": [[["conv_preds", 0, 0, {}]]],
"config": { "activation": "softmax", "trainable": true, "name": "act_softmax" },
"name": "act_softmax"
},
{
"class_name": "Reshape",
"inbound_nodes": [[["act_softmax", 0, 0, {}]]],
"config": { "target_shape": [1000], "trainable": true, "name": "reshape_2" },
"name": "reshape_2"
}
],
"input_layers": [["input_1", 0, 0]],
"name": "mobilenet_1.00_224",
"output_layers": [["reshape_2", 0, 0]]
}
},
"backend": "tensorflow"
},
"weightsManifest": [
{
"paths": ["group1-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [3, 3, 3, 32], "name": "conv1/kernel" }]
},
{
"paths": ["group2-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [32], "name": "conv1_bn/gamma" },
{ "dtype": "float32", "shape": [32], "name": "conv1_bn/beta" },
{ "dtype": "float32", "shape": [32], "name": "conv1_bn/moving_mean" },
{ "dtype": "float32", "shape": [32], "name": "conv1_bn/moving_variance" }
]
},
{
"paths": ["group3-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [3, 3, 32, 1], "name": "conv_dw_1/depthwise_kernel" }]
},
{
"paths": ["group4-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [3, 3, 512, 1], "name": "conv_dw_10/depthwise_kernel" }]
},
{
"paths": ["group5-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [512], "name": "conv_dw_10_bn/gamma" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_10_bn/beta" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_10_bn/moving_mean" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_10_bn/moving_variance" }
]
},
{
"paths": ["group6-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [3, 3, 512, 1], "name": "conv_dw_11/depthwise_kernel" }]
},
{
"paths": ["group7-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [512], "name": "conv_dw_11_bn/gamma" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_11_bn/beta" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_11_bn/moving_mean" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_11_bn/moving_variance" }
]
},
{
"paths": ["group8-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [3, 3, 512, 1], "name": "conv_dw_12/depthwise_kernel" }]
},
{
"paths": ["group9-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [512], "name": "conv_dw_12_bn/gamma" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_12_bn/beta" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_12_bn/moving_mean" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_12_bn/moving_variance" }
]
},
{
"paths": ["group10-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [3, 3, 1024, 1], "name": "conv_dw_13/depthwise_kernel" }]
},
{
"paths": ["group11-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [1024], "name": "conv_dw_13_bn/gamma" },
{ "dtype": "float32", "shape": [1024], "name": "conv_dw_13_bn/beta" },
{ "dtype": "float32", "shape": [1024], "name": "conv_dw_13_bn/moving_mean" },
{ "dtype": "float32", "shape": [1024], "name": "conv_dw_13_bn/moving_variance" }
]
},
{
"paths": ["group12-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [32], "name": "conv_dw_1_bn/gamma" },
{ "dtype": "float32", "shape": [32], "name": "conv_dw_1_bn/beta" },
{ "dtype": "float32", "shape": [32], "name": "conv_dw_1_bn/moving_mean" },
{ "dtype": "float32", "shape": [32], "name": "conv_dw_1_bn/moving_variance" }
]
},
{
"paths": ["group13-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [3, 3, 64, 1], "name": "conv_dw_2/depthwise_kernel" }]
},
{
"paths": ["group14-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [64], "name": "conv_dw_2_bn/gamma" },
{ "dtype": "float32", "shape": [64], "name": "conv_dw_2_bn/beta" },
{ "dtype": "float32", "shape": [64], "name": "conv_dw_2_bn/moving_mean" },
{ "dtype": "float32", "shape": [64], "name": "conv_dw_2_bn/moving_variance" }
]
},
{
"paths": ["group15-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [3, 3, 128, 1], "name": "conv_dw_3/depthwise_kernel" }]
},
{
"paths": ["group16-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [128], "name": "conv_dw_3_bn/gamma" },
{ "dtype": "float32", "shape": [128], "name": "conv_dw_3_bn/beta" },
{ "dtype": "float32", "shape": [128], "name": "conv_dw_3_bn/moving_mean" },
{ "dtype": "float32", "shape": [128], "name": "conv_dw_3_bn/moving_variance" }
]
},
{
"paths": ["group17-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [3, 3, 128, 1], "name": "conv_dw_4/depthwise_kernel" }]
},
{
"paths": ["group18-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [128], "name": "conv_dw_4_bn/gamma" },
{ "dtype": "float32", "shape": [128], "name": "conv_dw_4_bn/beta" },
{ "dtype": "float32", "shape": [128], "name": "conv_dw_4_bn/moving_mean" },
{ "dtype": "float32", "shape": [128], "name": "conv_dw_4_bn/moving_variance" }
]
},
{
"paths": ["group19-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [3, 3, 256, 1], "name": "conv_dw_5/depthwise_kernel" }]
},
{
"paths": ["group20-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [256], "name": "conv_dw_5_bn/gamma" },
{ "dtype": "float32", "shape": [256], "name": "conv_dw_5_bn/beta" },
{ "dtype": "float32", "shape": [256], "name": "conv_dw_5_bn/moving_mean" },
{ "dtype": "float32", "shape": [256], "name": "conv_dw_5_bn/moving_variance" }
]
},
{
"paths": ["group21-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [3, 3, 256, 1], "name": "conv_dw_6/depthwise_kernel" }]
},
{
"paths": ["group22-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [256], "name": "conv_dw_6_bn/gamma" },
{ "dtype": "float32", "shape": [256], "name": "conv_dw_6_bn/beta" },
{ "dtype": "float32", "shape": [256], "name": "conv_dw_6_bn/moving_mean" },
{ "dtype": "float32", "shape": [256], "name": "conv_dw_6_bn/moving_variance" }
]
},
{
"paths": ["group23-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [3, 3, 512, 1], "name": "conv_dw_7/depthwise_kernel" }]
},
{
"paths": ["group24-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [512], "name": "conv_dw_7_bn/gamma" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_7_bn/beta" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_7_bn/moving_mean" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_7_bn/moving_variance" }
]
},
{
"paths": ["group25-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [3, 3, 512, 1], "name": "conv_dw_8/depthwise_kernel" }]
},
{
"paths": ["group26-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [512], "name": "conv_dw_8_bn/gamma" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_8_bn/beta" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_8_bn/moving_mean" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_8_bn/moving_variance" }
]
},
{
"paths": ["group27-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [3, 3, 512, 1], "name": "conv_dw_9/depthwise_kernel" }]
},
{
"paths": ["group28-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [512], "name": "conv_dw_9_bn/gamma" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_9_bn/beta" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_9_bn/moving_mean" },
{ "dtype": "float32", "shape": [512], "name": "conv_dw_9_bn/moving_variance" }
]
},
{
"paths": ["group29-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [1, 1, 1024, 1000], "name": "conv_preds/kernel" },
{ "dtype": "float32", "shape": [1000], "name": "conv_preds/bias" }
]
},
{
"paths": ["group30-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [1, 1, 32, 64], "name": "conv_pw_1/kernel" }]
},
{
"paths": ["group31-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [1, 1, 512, 512], "name": "conv_pw_10/kernel" }]
},
{
"paths": ["group32-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [512], "name": "conv_pw_10_bn/gamma" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_10_bn/beta" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_10_bn/moving_mean" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_10_bn/moving_variance" }
]
},
{
"paths": ["group33-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [1, 1, 512, 512], "name": "conv_pw_11/kernel" }]
},
{
"paths": ["group34-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [512], "name": "conv_pw_11_bn/gamma" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_11_bn/beta" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_11_bn/moving_mean" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_11_bn/moving_variance" }
]
},
{
"paths": ["group35-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [1, 1, 512, 1024], "name": "conv_pw_12/kernel" }]
},
{
"paths": ["group36-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [1024], "name": "conv_pw_12_bn/gamma" },
{ "dtype": "float32", "shape": [1024], "name": "conv_pw_12_bn/beta" },
{ "dtype": "float32", "shape": [1024], "name": "conv_pw_12_bn/moving_mean" },
{ "dtype": "float32", "shape": [1024], "name": "conv_pw_12_bn/moving_variance" }
]
},
{
"paths": ["group37-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [1, 1, 1024, 1024], "name": "conv_pw_13/kernel" }]
},
{
"paths": ["group38-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [1024], "name": "conv_pw_13_bn/gamma" },
{ "dtype": "float32", "shape": [1024], "name": "conv_pw_13_bn/beta" },
{ "dtype": "float32", "shape": [1024], "name": "conv_pw_13_bn/moving_mean" },
{ "dtype": "float32", "shape": [1024], "name": "conv_pw_13_bn/moving_variance" }
]
},
{
"paths": ["group39-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [64], "name": "conv_pw_1_bn/gamma" },
{ "dtype": "float32", "shape": [64], "name": "conv_pw_1_bn/beta" },
{ "dtype": "float32", "shape": [64], "name": "conv_pw_1_bn/moving_mean" },
{ "dtype": "float32", "shape": [64], "name": "conv_pw_1_bn/moving_variance" }
]
},
{
"paths": ["group40-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [1, 1, 64, 128], "name": "conv_pw_2/kernel" }]
},
{
"paths": ["group41-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [128], "name": "conv_pw_2_bn/gamma" },
{ "dtype": "float32", "shape": [128], "name": "conv_pw_2_bn/beta" },
{ "dtype": "float32", "shape": [128], "name": "conv_pw_2_bn/moving_mean" },
{ "dtype": "float32", "shape": [128], "name": "conv_pw_2_bn/moving_variance" }
]
},
{
"paths": ["group42-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [1, 1, 128, 128], "name": "conv_pw_3/kernel" }]
},
{
"paths": ["group43-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [128], "name": "conv_pw_3_bn/gamma" },
{ "dtype": "float32", "shape": [128], "name": "conv_pw_3_bn/beta" },
{ "dtype": "float32", "shape": [128], "name": "conv_pw_3_bn/moving_mean" },
{ "dtype": "float32", "shape": [128], "name": "conv_pw_3_bn/moving_variance" }
]
},
{
"paths": ["group44-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [1, 1, 128, 256], "name": "conv_pw_4/kernel" }]
},
{
"paths": ["group45-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [256], "name": "conv_pw_4_bn/gamma" },
{ "dtype": "float32", "shape": [256], "name": "conv_pw_4_bn/beta" },
{ "dtype": "float32", "shape": [256], "name": "conv_pw_4_bn/moving_mean" },
{ "dtype": "float32", "shape": [256], "name": "conv_pw_4_bn/moving_variance" }
]
},
{
"paths": ["group46-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [1, 1, 256, 256], "name": "conv_pw_5/kernel" }]
},
{
"paths": ["group47-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [256], "name": "conv_pw_5_bn/gamma" },
{ "dtype": "float32", "shape": [256], "name": "conv_pw_5_bn/beta" },
{ "dtype": "float32", "shape": [256], "name": "conv_pw_5_bn/moving_mean" },
{ "dtype": "float32", "shape": [256], "name": "conv_pw_5_bn/moving_variance" }
]
},
{
"paths": ["group48-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [1, 1, 256, 512], "name": "conv_pw_6/kernel" }]
},
{
"paths": ["group49-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [512], "name": "conv_pw_6_bn/gamma" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_6_bn/beta" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_6_bn/moving_mean" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_6_bn/moving_variance" }
]
},
{
"paths": ["group50-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [1, 1, 512, 512], "name": "conv_pw_7/kernel" }]
},
{
"paths": ["group51-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [512], "name": "conv_pw_7_bn/gamma" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_7_bn/beta" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_7_bn/moving_mean" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_7_bn/moving_variance" }
]
},
{
"paths": ["group52-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [1, 1, 512, 512], "name": "conv_pw_8/kernel" }]
},
{
"paths": ["group53-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [512], "name": "conv_pw_8_bn/gamma" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_8_bn/beta" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_8_bn/moving_mean" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_8_bn/moving_variance" }
]
},
{
"paths": ["group54-shard1of1"],
"weights": [{ "dtype": "float32", "shape": [1, 1, 512, 512], "name": "conv_pw_9/kernel" }]
},
{
"paths": ["group55-shard1of1"],
"weights": [
{ "dtype": "float32", "shape": [512], "name": "conv_pw_9_bn/gamma" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_9_bn/beta" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_9_bn/moving_mean" },
{ "dtype": "float32", "shape": [512], "name": "conv_pw_9_bn/moving_variance" }
]
}
]
}