keras-model

model-json

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[3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["Block8_5_Branch_1_Conv2d_0b_1x3_Activation", 0, 0, {}]]]}, {"name": "Block8_5_Branch_0_Conv2d_1x1_BatchNorm", "class_name": "BatchNormalization", "config": {"name": "Block8_5_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "axis": 3, "momentum": 0.995, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["Block8_5_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"name": "Block8_5_Branch_1_Conv2d_0c_3x1_BatchNorm", "class_name": "BatchNormalization", "config": {"name": "Block8_5_Branch_1_Conv2d_0c_3x1_BatchNorm", "trainable": true, "axis": 3, "momentum": 0.995, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["Block8_5_Branch_1_Conv2d_0c_3x1", 0, 0, {}]]]}, {"name": "Block8_5_Branch_0_Conv2d_1x1_Activation", "class_name": "Activation", "config": {"name": "Block8_5_Branch_0_Conv2d_1x1_Activation", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["Block8_5_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"name": "Block8_5_Branch_1_Conv2d_0c_3x1_Activation", "class_name": "Activation", "config": {"name": "Block8_5_Branch_1_Conv2d_0c_3x1_Activation", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["Block8_5_Branch_1_Conv2d_0c_3x1_BatchNorm", 0, 0, {}]]]}, {"name": "Block8_5_Concatenate", "class_name": "Concatenate", "config": {"name": "Block8_5_Concatenate", "trainable": true, "axis": 3}, "inbound_nodes": [[["Block8_5_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block8_5_Branch_1_Conv2d_0c_3x1_Activation", 0, 0, {}]]]}, {"name": "Block8_5_Conv2d_1x1", "class_name": "Conv2D", "config": {"name": "Block8_5_Conv2d_1x1", "trainable": true, "filters": 1792, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["Block8_5_Concatenate", 0, 0, {}]]]}, {"name": "lambda_20", "class_name": "Lambda", "config": {"name": "lambda_20", "trainable": true, "function": ["4wIAAAAAAAAAAgAAAAIAAABDAAAAcwgAAAB8AHwBFABTACkBTqkAKQLaAXjaBXNjYWxlcgEAAABy\nAQAAAPoeLi4vY29kZS9pbmNlcHRpb25fcmVzbmV0X3YxLnB52gdzY2FsaW5nGQAAAHMCAAAAAAE=\n", null, null], "function_type": "lambda", "output_shape": [3, 3, 1792], "output_shape_type": "raw", "arguments": {"scale": 0.2}}, "inbound_nodes": [[["Block8_5_Conv2d_1x1", 0, 0, {}]]]}, {"name": "add_20", "class_name": "Add", "config": {"name": "add_20", "trainable": true}, "inbound_nodes": [[["Block8_4_Activation", 0, 0, {}], ["lambda_20", 0, 0, {}]]]}, {"name": "Block8_5_Activation", "class_name": "Activation", "config": {"name": "Block8_5_Activation", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["add_20", 0, 0, {}]]]}, {"name": "Block8_6_Branch_1_Conv2d_0a_1x1", "class_name": "Conv2D", "config": {"name": "Block8_6_Branch_1_Conv2d_0a_1x1", "trainable": true, "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["Block8_5_Activation", 0, 0, {}]]]}, {"name": 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"Conv2D", "config": {"name": "Block8_6_Branch_1_Conv2d_0b_1x3", "trainable": true, "filters": 192, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["Block8_6_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"name": "Block8_6_Branch_1_Conv2d_0b_1x3_BatchNorm", "class_name": "BatchNormalization", "config": {"name": "Block8_6_Branch_1_Conv2d_0b_1x3_BatchNorm", "trainable": true, "axis": 3, "momentum": 0.995, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["Block8_6_Branch_1_Conv2d_0b_1x3", 0, 0, {}]]]}, {"name": "Block8_6_Branch_1_Conv2d_0b_1x3_Activation", "class_name": "Activation", "config": {"name": "Block8_6_Branch_1_Conv2d_0b_1x3_Activation", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["Block8_6_Branch_1_Conv2d_0b_1x3_BatchNorm", 0, 0, {}]]]}, {"name": "Block8_6_Branch_0_Conv2d_1x1", "class_name": "Conv2D", "config": {"name": "Block8_6_Branch_0_Conv2d_1x1", "trainable": true, "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": 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"bias_constraint": null}, "inbound_nodes": [[["Block8_6_Branch_1_Conv2d_0b_1x3_Activation", 0, 0, {}]]]}, {"name": "Block8_6_Branch_0_Conv2d_1x1_BatchNorm", "class_name": "BatchNormalization", "config": {"name": "Block8_6_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "axis": 3, "momentum": 0.995, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["Block8_6_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"name": "Block8_6_Branch_1_Conv2d_0c_3x1_BatchNorm", "class_name": "BatchNormalization", "config": {"name": "Block8_6_Branch_1_Conv2d_0c_3x1_BatchNorm", "trainable": true, "axis": 3, "momentum": 0.995, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["Block8_6_Branch_1_Conv2d_0c_3x1", 0, 0, {}]]]}, {"name": "Block8_6_Branch_0_Conv2d_1x1_Activation", "class_name": "Activation", "config": {"name": "Block8_6_Branch_0_Conv2d_1x1_Activation", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["Block8_6_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"name": "Block8_6_Branch_1_Conv2d_0c_3x1_Activation", "class_name": "Activation", "config": {"name": "Block8_6_Branch_1_Conv2d_0c_3x1_Activation", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["Block8_6_Branch_1_Conv2d_0c_3x1_BatchNorm", 0, 0, {}]]]}, {"name": "Block8_6_Concatenate", "class_name": "Concatenate", "config": {"name": "Block8_6_Concatenate", "trainable": true, "axis": 3}, "inbound_nodes": [[["Block8_6_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block8_6_Branch_1_Conv2d_0c_3x1_Activation", 0, 0, {}]]]}, {"name": "Block8_6_Conv2d_1x1", "class_name": "Conv2D", "config": {"name": "Block8_6_Conv2d_1x1", "trainable": true, "filters": 1792, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["Block8_6_Concatenate", 0, 0, {}]]]}, {"name": "lambda_21", "class_name": "Lambda", "config": {"name": "lambda_21", "trainable": true, "function": ["4wIAAAAAAAAAAgAAAAIAAABDAAAAcwgAAAB8AHwBFABTACkBTqkAKQLaAXjaBXNjYWxlcgEAAABy\nAQAAAPoeLi4vY29kZS9pbmNlcHRpb25fcmVzbmV0X3YxLnB52gdzY2FsaW5nGQAAAHMCAAAAAAE=\n", null, null], "function_type": "lambda", "output_shape": [3, 3, 1792], "output_shape_type": "raw", "arguments": {"scale": 1.0}}, "inbound_nodes": [[["Block8_6_Conv2d_1x1", 0, 0, {}]]]}, {"name": "add_21", "class_name": "Add", "config": {"name": "add_21", "trainable": true}, "inbound_nodes": [[["Block8_5_Activation", 0, 0, {}], ["lambda_21", 0, 0, {}]]]}, {"name": "AvgPool", "class_name": "GlobalAveragePooling2D", "config": {"name": "AvgPool", "trainable": true, "data_format": "channels_last"}, "inbound_nodes": [[["add_21", 0, 0, {}]]]}, {"name": "Dropout", "class_name": "Dropout", "config": {"name": "Dropout", "trainable": true, "rate": 0.19999999999999996, "noise_shape": null, "seed": null}, "inbound_nodes": [[["AvgPool", 0, 0, {}]]]}, {"name": "Bottleneck", "class_name": "Dense", "config": {"name": "Bottleneck", "trainable": true, "units": 128, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["Dropout", 0, 0, {}]]]}, {"name": "Bottleneck_BatchNorm", "class_name": "BatchNormalization", "config": {"name": "Bottleneck_BatchNorm", "trainable": true, "axis": -1, "momentum": 0.995, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["Bottleneck", 0, 0, {}]]]}], "input_layers": [["input_1", 0, 0]], "output_layers": [["Bottleneck_BatchNorm", 0, 0]]}, "keras_version": "2.1.2", "backend": "tensorflow"}

model-summary

__________________________________________________________________________________________________
Layer (type)                    Output Shape         Param #     Connected to                     
==================================================================================================
input_1 (InputLayer)            (None, 160, 160, 3)  0                                            
__________________________________________________________________________________________________
Conv2d_1a_3x3 (Conv2D)          (None, 79, 79, 32)   864         input_1[0][0]                    
__________________________________________________________________________________________________
Conv2d_1a_3x3_BatchNorm (BatchN (None, 79, 79, 32)   96          Conv2d_1a_3x3[0][0]              
__________________________________________________________________________________________________
Conv2d_1a_3x3_Activation (Activ (None, 79, 79, 32)   0           Conv2d_1a_3x3_BatchNorm[0][0]    
__________________________________________________________________________________________________
Conv2d_2a_3x3 (Conv2D)          (None, 77, 77, 32)   9216        Conv2d_1a_3x3_Activation[0][0]   
__________________________________________________________________________________________________
Conv2d_2a_3x3_BatchNorm (BatchN (None, 77, 77, 32)   96          Conv2d_2a_3x3[0][0]              
__________________________________________________________________________________________________
Conv2d_2a_3x3_Activation (Activ (None, 77, 77, 32)   0           Conv2d_2a_3x3_BatchNorm[0][0]    
__________________________________________________________________________________________________
Conv2d_2b_3x3 (Conv2D)          (None, 77, 77, 64)   18432       Conv2d_2a_3x3_Activation[0][0]   
__________________________________________________________________________________________________
Conv2d_2b_3x3_BatchNorm (BatchN (None, 77, 77, 64)   192         Conv2d_2b_3x3[0][0]              
__________________________________________________________________________________________________
Conv2d_2b_3x3_Activation (Activ (None, 77, 77, 64)   0           Conv2d_2b_3x3_BatchNorm[0][0]    
__________________________________________________________________________________________________
MaxPool_3a_3x3 (MaxPooling2D)   (None, 38, 38, 64)   0           Conv2d_2b_3x3_Activation[0][0]   
__________________________________________________________________________________________________
Conv2d_3b_1x1 (Conv2D)          (None, 38, 38, 80)   5120        MaxPool_3a_3x3[0][0]             
__________________________________________________________________________________________________
Conv2d_3b_1x1_BatchNorm (BatchN (None, 38, 38, 80)   240         Conv2d_3b_1x1[0][0]              
__________________________________________________________________________________________________
Conv2d_3b_1x1_Activation (Activ (None, 38, 38, 80)   0           Conv2d_3b_1x1_BatchNorm[0][0]    
__________________________________________________________________________________________________
Conv2d_4a_3x3 (Conv2D)          (None, 36, 36, 192)  138240      Conv2d_3b_1x1_Activation[0][0]   
__________________________________________________________________________________________________
Conv2d_4a_3x3_BatchNorm (BatchN (None, 36, 36, 192)  576         Conv2d_4a_3x3[0][0]              
__________________________________________________________________________________________________
Conv2d_4a_3x3_Activation (Activ (None, 36, 36, 192)  0           Conv2d_4a_3x3_BatchNorm[0][0]    
__________________________________________________________________________________________________
Conv2d_4b_3x3 (Conv2D)          (None, 17, 17, 256)  442368      Conv2d_4a_3x3_Activation[0][0]   
__________________________________________________________________________________________________
Conv2d_4b_3x3_BatchNorm (BatchN (None, 17, 17, 256)  768         Conv2d_4b_3x3[0][0]              
__________________________________________________________________________________________________
Conv2d_4b_3x3_Activation (Activ (None, 17, 17, 256)  0           Conv2d_4b_3x3_BatchNorm[0][0]    
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0a_1x (None, 17, 17, 32)   8192        Conv2d_4b_3x3_Activation[0][0]   
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0a_1x (None, 17, 17, 32)   96          Block35_1_Branch_2_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0a_1x (None, 17, 17, 32)   0           Block35_1_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_1_Branch_1_Conv2d_0a_1x (None, 17, 17, 32)   8192        Conv2d_4b_3x3_Activation[0][0]   
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0b_3x (None, 17, 17, 32)   9216        Block35_1_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_1_Branch_1_Conv2d_0a_1x (None, 17, 17, 32)   96          Block35_1_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0b_3x (None, 17, 17, 32)   96          Block35_1_Branch_2_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_1_Branch_1_Conv2d_0a_1x (None, 17, 17, 32)   0           Block35_1_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0b_3x (None, 17, 17, 32)   0           Block35_1_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_1_Branch_0_Conv2d_1x1 ( (None, 17, 17, 32)   8192        Conv2d_4b_3x3_Activation[0][0]   
__________________________________________________________________________________________________
Block35_1_Branch_1_Conv2d_0b_3x (None, 17, 17, 32)   9216        Block35_1_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0c_3x (None, 17, 17, 32)   9216        Block35_1_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_1_Branch_0_Conv2d_1x1_B (None, 17, 17, 32)   96          Block35_1_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block35_1_Branch_1_Conv2d_0b_3x (None, 17, 17, 32)   96          Block35_1_Branch_1_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0c_3x (None, 17, 17, 32)   96          Block35_1_Branch_2_Conv2d_0c_3x3[
__________________________________________________________________________________________________
Block35_1_Branch_0_Conv2d_1x1_A (None, 17, 17, 32)   0           Block35_1_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block35_1_Branch_1_Conv2d_0b_3x (None, 17, 17, 32)   0           Block35_1_Branch_1_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_1_Branch_2_Conv2d_0c_3x (None, 17, 17, 32)   0           Block35_1_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_1_Concatenate (Concaten (None, 17, 17, 96)   0           Block35_1_Branch_0_Conv2d_1x1_Act
                                                                 Block35_1_Branch_1_Conv2d_0b_3x3_
                                                                 Block35_1_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_1_Conv2d_1x1 (Conv2D)   (None, 17, 17, 256)  24832       Block35_1_Concatenate[0][0]      
__________________________________________________________________________________________________
lambda_1 (Lambda)               (None, 17, 17, 256)  0           Block35_1_Conv2d_1x1[0][0]       
__________________________________________________________________________________________________
add_1 (Add)                     (None, 17, 17, 256)  0           Conv2d_4b_3x3_Activation[0][0]   
                                                                 lambda_1[0][0]                   
__________________________________________________________________________________________________
Block35_1_Activation (Activatio (None, 17, 17, 256)  0           add_1[0][0]                      
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0a_1x (None, 17, 17, 32)   8192        Block35_1_Activation[0][0]       
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0a_1x (None, 17, 17, 32)   96          Block35_2_Branch_2_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0a_1x (None, 17, 17, 32)   0           Block35_2_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_2_Branch_1_Conv2d_0a_1x (None, 17, 17, 32)   8192        Block35_1_Activation[0][0]       
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0b_3x (None, 17, 17, 32)   9216        Block35_2_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_2_Branch_1_Conv2d_0a_1x (None, 17, 17, 32)   96          Block35_2_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0b_3x (None, 17, 17, 32)   96          Block35_2_Branch_2_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_2_Branch_1_Conv2d_0a_1x (None, 17, 17, 32)   0           Block35_2_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0b_3x (None, 17, 17, 32)   0           Block35_2_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_2_Branch_0_Conv2d_1x1 ( (None, 17, 17, 32)   8192        Block35_1_Activation[0][0]       
__________________________________________________________________________________________________
Block35_2_Branch_1_Conv2d_0b_3x (None, 17, 17, 32)   9216        Block35_2_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0c_3x (None, 17, 17, 32)   9216        Block35_2_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_2_Branch_0_Conv2d_1x1_B (None, 17, 17, 32)   96          Block35_2_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block35_2_Branch_1_Conv2d_0b_3x (None, 17, 17, 32)   96          Block35_2_Branch_1_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0c_3x (None, 17, 17, 32)   96          Block35_2_Branch_2_Conv2d_0c_3x3[
__________________________________________________________________________________________________
Block35_2_Branch_0_Conv2d_1x1_A (None, 17, 17, 32)   0           Block35_2_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block35_2_Branch_1_Conv2d_0b_3x (None, 17, 17, 32)   0           Block35_2_Branch_1_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_2_Branch_2_Conv2d_0c_3x (None, 17, 17, 32)   0           Block35_2_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_2_Concatenate (Concaten (None, 17, 17, 96)   0           Block35_2_Branch_0_Conv2d_1x1_Act
                                                                 Block35_2_Branch_1_Conv2d_0b_3x3_
                                                                 Block35_2_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_2_Conv2d_1x1 (Conv2D)   (None, 17, 17, 256)  24832       Block35_2_Concatenate[0][0]      
__________________________________________________________________________________________________
lambda_2 (Lambda)               (None, 17, 17, 256)  0           Block35_2_Conv2d_1x1[0][0]       
__________________________________________________________________________________________________
add_2 (Add)                     (None, 17, 17, 256)  0           Block35_1_Activation[0][0]       
                                                                 lambda_2[0][0]                   
__________________________________________________________________________________________________
Block35_2_Activation (Activatio (None, 17, 17, 256)  0           add_2[0][0]                      
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0a_1x (None, 17, 17, 32)   8192        Block35_2_Activation[0][0]       
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0a_1x (None, 17, 17, 32)   96          Block35_3_Branch_2_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0a_1x (None, 17, 17, 32)   0           Block35_3_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_3_Branch_1_Conv2d_0a_1x (None, 17, 17, 32)   8192        Block35_2_Activation[0][0]       
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0b_3x (None, 17, 17, 32)   9216        Block35_3_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_3_Branch_1_Conv2d_0a_1x (None, 17, 17, 32)   96          Block35_3_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0b_3x (None, 17, 17, 32)   96          Block35_3_Branch_2_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_3_Branch_1_Conv2d_0a_1x (None, 17, 17, 32)   0           Block35_3_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0b_3x (None, 17, 17, 32)   0           Block35_3_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_3_Branch_0_Conv2d_1x1 ( (None, 17, 17, 32)   8192        Block35_2_Activation[0][0]       
__________________________________________________________________________________________________
Block35_3_Branch_1_Conv2d_0b_3x (None, 17, 17, 32)   9216        Block35_3_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0c_3x (None, 17, 17, 32)   9216        Block35_3_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_3_Branch_0_Conv2d_1x1_B (None, 17, 17, 32)   96          Block35_3_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block35_3_Branch_1_Conv2d_0b_3x (None, 17, 17, 32)   96          Block35_3_Branch_1_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0c_3x (None, 17, 17, 32)   96          Block35_3_Branch_2_Conv2d_0c_3x3[
__________________________________________________________________________________________________
Block35_3_Branch_0_Conv2d_1x1_A (None, 17, 17, 32)   0           Block35_3_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block35_3_Branch_1_Conv2d_0b_3x (None, 17, 17, 32)   0           Block35_3_Branch_1_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_3_Branch_2_Conv2d_0c_3x (None, 17, 17, 32)   0           Block35_3_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_3_Concatenate (Concaten (None, 17, 17, 96)   0           Block35_3_Branch_0_Conv2d_1x1_Act
                                                                 Block35_3_Branch_1_Conv2d_0b_3x3_
                                                                 Block35_3_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_3_Conv2d_1x1 (Conv2D)   (None, 17, 17, 256)  24832       Block35_3_Concatenate[0][0]      
__________________________________________________________________________________________________
lambda_3 (Lambda)               (None, 17, 17, 256)  0           Block35_3_Conv2d_1x1[0][0]       
__________________________________________________________________________________________________
add_3 (Add)                     (None, 17, 17, 256)  0           Block35_2_Activation[0][0]       
                                                                 lambda_3[0][0]                   
__________________________________________________________________________________________________
Block35_3_Activation (Activatio (None, 17, 17, 256)  0           add_3[0][0]                      
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0a_1x (None, 17, 17, 32)   8192        Block35_3_Activation[0][0]       
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0a_1x (None, 17, 17, 32)   96          Block35_4_Branch_2_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0a_1x (None, 17, 17, 32)   0           Block35_4_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_4_Branch_1_Conv2d_0a_1x (None, 17, 17, 32)   8192        Block35_3_Activation[0][0]       
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0b_3x (None, 17, 17, 32)   9216        Block35_4_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_4_Branch_1_Conv2d_0a_1x (None, 17, 17, 32)   96          Block35_4_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0b_3x (None, 17, 17, 32)   96          Block35_4_Branch_2_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_4_Branch_1_Conv2d_0a_1x (None, 17, 17, 32)   0           Block35_4_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0b_3x (None, 17, 17, 32)   0           Block35_4_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_4_Branch_0_Conv2d_1x1 ( (None, 17, 17, 32)   8192        Block35_3_Activation[0][0]       
__________________________________________________________________________________________________
Block35_4_Branch_1_Conv2d_0b_3x (None, 17, 17, 32)   9216        Block35_4_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0c_3x (None, 17, 17, 32)   9216        Block35_4_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_4_Branch_0_Conv2d_1x1_B (None, 17, 17, 32)   96          Block35_4_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block35_4_Branch_1_Conv2d_0b_3x (None, 17, 17, 32)   96          Block35_4_Branch_1_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0c_3x (None, 17, 17, 32)   96          Block35_4_Branch_2_Conv2d_0c_3x3[
__________________________________________________________________________________________________
Block35_4_Branch_0_Conv2d_1x1_A (None, 17, 17, 32)   0           Block35_4_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block35_4_Branch_1_Conv2d_0b_3x (None, 17, 17, 32)   0           Block35_4_Branch_1_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_4_Branch_2_Conv2d_0c_3x (None, 17, 17, 32)   0           Block35_4_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_4_Concatenate (Concaten (None, 17, 17, 96)   0           Block35_4_Branch_0_Conv2d_1x1_Act
                                                                 Block35_4_Branch_1_Conv2d_0b_3x3_
                                                                 Block35_4_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_4_Conv2d_1x1 (Conv2D)   (None, 17, 17, 256)  24832       Block35_4_Concatenate[0][0]      
__________________________________________________________________________________________________
lambda_4 (Lambda)               (None, 17, 17, 256)  0           Block35_4_Conv2d_1x1[0][0]       
__________________________________________________________________________________________________
add_4 (Add)                     (None, 17, 17, 256)  0           Block35_3_Activation[0][0]       
                                                                 lambda_4[0][0]                   
__________________________________________________________________________________________________
Block35_4_Activation (Activatio (None, 17, 17, 256)  0           add_4[0][0]                      
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0a_1x (None, 17, 17, 32)   8192        Block35_4_Activation[0][0]       
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0a_1x (None, 17, 17, 32)   96          Block35_5_Branch_2_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0a_1x (None, 17, 17, 32)   0           Block35_5_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_5_Branch_1_Conv2d_0a_1x (None, 17, 17, 32)   8192        Block35_4_Activation[0][0]       
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0b_3x (None, 17, 17, 32)   9216        Block35_5_Branch_2_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_5_Branch_1_Conv2d_0a_1x (None, 17, 17, 32)   96          Block35_5_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0b_3x (None, 17, 17, 32)   96          Block35_5_Branch_2_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_5_Branch_1_Conv2d_0a_1x (None, 17, 17, 32)   0           Block35_5_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0b_3x (None, 17, 17, 32)   0           Block35_5_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_5_Branch_0_Conv2d_1x1 ( (None, 17, 17, 32)   8192        Block35_4_Activation[0][0]       
__________________________________________________________________________________________________
Block35_5_Branch_1_Conv2d_0b_3x (None, 17, 17, 32)   9216        Block35_5_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0c_3x (None, 17, 17, 32)   9216        Block35_5_Branch_2_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_5_Branch_0_Conv2d_1x1_B (None, 17, 17, 32)   96          Block35_5_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block35_5_Branch_1_Conv2d_0b_3x (None, 17, 17, 32)   96          Block35_5_Branch_1_Conv2d_0b_3x3[
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0c_3x (None, 17, 17, 32)   96          Block35_5_Branch_2_Conv2d_0c_3x3[
__________________________________________________________________________________________________
Block35_5_Branch_0_Conv2d_1x1_A (None, 17, 17, 32)   0           Block35_5_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block35_5_Branch_1_Conv2d_0b_3x (None, 17, 17, 32)   0           Block35_5_Branch_1_Conv2d_0b_3x3_
__________________________________________________________________________________________________
Block35_5_Branch_2_Conv2d_0c_3x (None, 17, 17, 32)   0           Block35_5_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_5_Concatenate (Concaten (None, 17, 17, 96)   0           Block35_5_Branch_0_Conv2d_1x1_Act
                                                                 Block35_5_Branch_1_Conv2d_0b_3x3_
                                                                 Block35_5_Branch_2_Conv2d_0c_3x3_
__________________________________________________________________________________________________
Block35_5_Conv2d_1x1 (Conv2D)   (None, 17, 17, 256)  24832       Block35_5_Concatenate[0][0]      
__________________________________________________________________________________________________
lambda_5 (Lambda)               (None, 17, 17, 256)  0           Block35_5_Conv2d_1x1[0][0]       
__________________________________________________________________________________________________
add_5 (Add)                     (None, 17, 17, 256)  0           Block35_4_Activation[0][0]       
                                                                 lambda_5[0][0]                   
__________________________________________________________________________________________________
Block35_5_Activation (Activatio (None, 17, 17, 256)  0           add_5[0][0]                      
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_0a_1x1 (None, 17, 17, 192)  49152       Block35_5_Activation[0][0]       
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_0a_1x1 (None, 17, 17, 192)  576         Mixed_6a_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_0a_1x1 (None, 17, 17, 192)  0           Mixed_6a_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_0b_3x3 (None, 17, 17, 192)  331776      Mixed_6a_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_0b_3x3 (None, 17, 17, 192)  576         Mixed_6a_Branch_1_Conv2d_0b_3x3[0
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_0b_3x3 (None, 17, 17, 192)  0           Mixed_6a_Branch_1_Conv2d_0b_3x3_B
__________________________________________________________________________________________________
Mixed_6a_Branch_0_Conv2d_1a_3x3 (None, 8, 8, 384)    884736      Block35_5_Activation[0][0]       
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_1a_3x3 (None, 8, 8, 256)    442368      Mixed_6a_Branch_1_Conv2d_0b_3x3_A
__________________________________________________________________________________________________
Mixed_6a_Branch_0_Conv2d_1a_3x3 (None, 8, 8, 384)    1152        Mixed_6a_Branch_0_Conv2d_1a_3x3[0
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_1a_3x3 (None, 8, 8, 256)    768         Mixed_6a_Branch_1_Conv2d_1a_3x3[0
__________________________________________________________________________________________________
Mixed_6a_Branch_0_Conv2d_1a_3x3 (None, 8, 8, 384)    0           Mixed_6a_Branch_0_Conv2d_1a_3x3_B
__________________________________________________________________________________________________
Mixed_6a_Branch_1_Conv2d_1a_3x3 (None, 8, 8, 256)    0           Mixed_6a_Branch_1_Conv2d_1a_3x3_B
__________________________________________________________________________________________________
Mixed_6a_Branch_2_MaxPool_1a_3x (None, 8, 8, 256)    0           Block35_5_Activation[0][0]       
__________________________________________________________________________________________________
Mixed_6a (Concatenate)          (None, 8, 8, 896)    0           Mixed_6a_Branch_0_Conv2d_1a_3x3_A
                                                                 Mixed_6a_Branch_1_Conv2d_1a_3x3_A
                                                                 Mixed_6a_Branch_2_MaxPool_1a_3x3[
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    114688      Mixed_6a[0][0]                   
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    384         Block17_1_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    0           Block17_1_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    114688      Block17_1_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    384         Block17_1_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    0           Block17_1_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_1_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128)    114688      Mixed_6a[0][0]                   
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    114688      Block17_1_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_1_Branch_0_Conv2d_1x1_B (None, 8, 8, 128)    384         Block17_1_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    384         Block17_1_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_1_Branch_0_Conv2d_1x1_A (None, 8, 8, 128)    0           Block17_1_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_1_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    0           Block17_1_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_1_Concatenate (Concaten (None, 8, 8, 256)    0           Block17_1_Branch_0_Conv2d_1x1_Act
                                                                 Block17_1_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_1_Conv2d_1x1 (Conv2D)   (None, 8, 8, 896)    230272      Block17_1_Concatenate[0][0]      
__________________________________________________________________________________________________
lambda_6 (Lambda)               (None, 8, 8, 896)    0           Block17_1_Conv2d_1x1[0][0]       
__________________________________________________________________________________________________
add_6 (Add)                     (None, 8, 8, 896)    0           Mixed_6a[0][0]                   
                                                                 lambda_6[0][0]                   
__________________________________________________________________________________________________
Block17_1_Activation (Activatio (None, 8, 8, 896)    0           add_6[0][0]                      
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    114688      Block17_1_Activation[0][0]       
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    384         Block17_2_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    0           Block17_2_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    114688      Block17_2_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    384         Block17_2_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    0           Block17_2_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_2_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128)    114688      Block17_1_Activation[0][0]       
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    114688      Block17_2_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_2_Branch_0_Conv2d_1x1_B (None, 8, 8, 128)    384         Block17_2_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    384         Block17_2_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_2_Branch_0_Conv2d_1x1_A (None, 8, 8, 128)    0           Block17_2_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_2_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    0           Block17_2_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_2_Concatenate (Concaten (None, 8, 8, 256)    0           Block17_2_Branch_0_Conv2d_1x1_Act
                                                                 Block17_2_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_2_Conv2d_1x1 (Conv2D)   (None, 8, 8, 896)    230272      Block17_2_Concatenate[0][0]      
__________________________________________________________________________________________________
lambda_7 (Lambda)               (None, 8, 8, 896)    0           Block17_2_Conv2d_1x1[0][0]       
__________________________________________________________________________________________________
add_7 (Add)                     (None, 8, 8, 896)    0           Block17_1_Activation[0][0]       
                                                                 lambda_7[0][0]                   
__________________________________________________________________________________________________
Block17_2_Activation (Activatio (None, 8, 8, 896)    0           add_7[0][0]                      
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    114688      Block17_2_Activation[0][0]       
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    384         Block17_3_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    0           Block17_3_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    114688      Block17_3_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    384         Block17_3_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    0           Block17_3_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_3_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128)    114688      Block17_2_Activation[0][0]       
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    114688      Block17_3_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_3_Branch_0_Conv2d_1x1_B (None, 8, 8, 128)    384         Block17_3_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    384         Block17_3_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_3_Branch_0_Conv2d_1x1_A (None, 8, 8, 128)    0           Block17_3_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_3_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    0           Block17_3_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_3_Concatenate (Concaten (None, 8, 8, 256)    0           Block17_3_Branch_0_Conv2d_1x1_Act
                                                                 Block17_3_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_3_Conv2d_1x1 (Conv2D)   (None, 8, 8, 896)    230272      Block17_3_Concatenate[0][0]      
__________________________________________________________________________________________________
lambda_8 (Lambda)               (None, 8, 8, 896)    0           Block17_3_Conv2d_1x1[0][0]       
__________________________________________________________________________________________________
add_8 (Add)                     (None, 8, 8, 896)    0           Block17_2_Activation[0][0]       
                                                                 lambda_8[0][0]                   
__________________________________________________________________________________________________
Block17_3_Activation (Activatio (None, 8, 8, 896)    0           add_8[0][0]                      
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    114688      Block17_3_Activation[0][0]       
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    384         Block17_4_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    0           Block17_4_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    114688      Block17_4_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    384         Block17_4_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    0           Block17_4_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_4_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128)    114688      Block17_3_Activation[0][0]       
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    114688      Block17_4_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_4_Branch_0_Conv2d_1x1_B (None, 8, 8, 128)    384         Block17_4_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    384         Block17_4_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_4_Branch_0_Conv2d_1x1_A (None, 8, 8, 128)    0           Block17_4_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_4_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    0           Block17_4_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_4_Concatenate (Concaten (None, 8, 8, 256)    0           Block17_4_Branch_0_Conv2d_1x1_Act
                                                                 Block17_4_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_4_Conv2d_1x1 (Conv2D)   (None, 8, 8, 896)    230272      Block17_4_Concatenate[0][0]      
__________________________________________________________________________________________________
lambda_9 (Lambda)               (None, 8, 8, 896)    0           Block17_4_Conv2d_1x1[0][0]       
__________________________________________________________________________________________________
add_9 (Add)                     (None, 8, 8, 896)    0           Block17_3_Activation[0][0]       
                                                                 lambda_9[0][0]                   
__________________________________________________________________________________________________
Block17_4_Activation (Activatio (None, 8, 8, 896)    0           add_9[0][0]                      
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    114688      Block17_4_Activation[0][0]       
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    384         Block17_5_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    0           Block17_5_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    114688      Block17_5_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    384         Block17_5_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    0           Block17_5_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_5_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128)    114688      Block17_4_Activation[0][0]       
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    114688      Block17_5_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_5_Branch_0_Conv2d_1x1_B (None, 8, 8, 128)    384         Block17_5_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    384         Block17_5_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_5_Branch_0_Conv2d_1x1_A (None, 8, 8, 128)    0           Block17_5_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_5_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    0           Block17_5_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_5_Concatenate (Concaten (None, 8, 8, 256)    0           Block17_5_Branch_0_Conv2d_1x1_Act
                                                                 Block17_5_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_5_Conv2d_1x1 (Conv2D)   (None, 8, 8, 896)    230272      Block17_5_Concatenate[0][0]      
__________________________________________________________________________________________________
lambda_10 (Lambda)              (None, 8, 8, 896)    0           Block17_5_Conv2d_1x1[0][0]       
__________________________________________________________________________________________________
add_10 (Add)                    (None, 8, 8, 896)    0           Block17_4_Activation[0][0]       
                                                                 lambda_10[0][0]                  
__________________________________________________________________________________________________
Block17_5_Activation (Activatio (None, 8, 8, 896)    0           add_10[0][0]                     
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    114688      Block17_5_Activation[0][0]       
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    384         Block17_6_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    0           Block17_6_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    114688      Block17_6_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    384         Block17_6_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    0           Block17_6_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_6_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128)    114688      Block17_5_Activation[0][0]       
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    114688      Block17_6_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_6_Branch_0_Conv2d_1x1_B (None, 8, 8, 128)    384         Block17_6_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    384         Block17_6_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_6_Branch_0_Conv2d_1x1_A (None, 8, 8, 128)    0           Block17_6_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_6_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    0           Block17_6_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_6_Concatenate (Concaten (None, 8, 8, 256)    0           Block17_6_Branch_0_Conv2d_1x1_Act
                                                                 Block17_6_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_6_Conv2d_1x1 (Conv2D)   (None, 8, 8, 896)    230272      Block17_6_Concatenate[0][0]      
__________________________________________________________________________________________________
lambda_11 (Lambda)              (None, 8, 8, 896)    0           Block17_6_Conv2d_1x1[0][0]       
__________________________________________________________________________________________________
add_11 (Add)                    (None, 8, 8, 896)    0           Block17_5_Activation[0][0]       
                                                                 lambda_11[0][0]                  
__________________________________________________________________________________________________
Block17_6_Activation (Activatio (None, 8, 8, 896)    0           add_11[0][0]                     
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    114688      Block17_6_Activation[0][0]       
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    384         Block17_7_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    0           Block17_7_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    114688      Block17_7_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    384         Block17_7_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    0           Block17_7_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_7_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128)    114688      Block17_6_Activation[0][0]       
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    114688      Block17_7_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_7_Branch_0_Conv2d_1x1_B (None, 8, 8, 128)    384         Block17_7_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    384         Block17_7_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_7_Branch_0_Conv2d_1x1_A (None, 8, 8, 128)    0           Block17_7_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_7_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    0           Block17_7_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_7_Concatenate (Concaten (None, 8, 8, 256)    0           Block17_7_Branch_0_Conv2d_1x1_Act
                                                                 Block17_7_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_7_Conv2d_1x1 (Conv2D)   (None, 8, 8, 896)    230272      Block17_7_Concatenate[0][0]      
__________________________________________________________________________________________________
lambda_12 (Lambda)              (None, 8, 8, 896)    0           Block17_7_Conv2d_1x1[0][0]       
__________________________________________________________________________________________________
add_12 (Add)                    (None, 8, 8, 896)    0           Block17_6_Activation[0][0]       
                                                                 lambda_12[0][0]                  
__________________________________________________________________________________________________
Block17_7_Activation (Activatio (None, 8, 8, 896)    0           add_12[0][0]                     
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    114688      Block17_7_Activation[0][0]       
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    384         Block17_8_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    0           Block17_8_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    114688      Block17_8_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    384         Block17_8_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    0           Block17_8_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_8_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128)    114688      Block17_7_Activation[0][0]       
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    114688      Block17_8_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_8_Branch_0_Conv2d_1x1_B (None, 8, 8, 128)    384         Block17_8_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    384         Block17_8_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_8_Branch_0_Conv2d_1x1_A (None, 8, 8, 128)    0           Block17_8_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_8_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    0           Block17_8_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_8_Concatenate (Concaten (None, 8, 8, 256)    0           Block17_8_Branch_0_Conv2d_1x1_Act
                                                                 Block17_8_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_8_Conv2d_1x1 (Conv2D)   (None, 8, 8, 896)    230272      Block17_8_Concatenate[0][0]      
__________________________________________________________________________________________________
lambda_13 (Lambda)              (None, 8, 8, 896)    0           Block17_8_Conv2d_1x1[0][0]       
__________________________________________________________________________________________________
add_13 (Add)                    (None, 8, 8, 896)    0           Block17_7_Activation[0][0]       
                                                                 lambda_13[0][0]                  
__________________________________________________________________________________________________
Block17_8_Activation (Activatio (None, 8, 8, 896)    0           add_13[0][0]                     
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    114688      Block17_8_Activation[0][0]       
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    384         Block17_9_Branch_1_Conv2d_0a_1x1[
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0a_1x (None, 8, 8, 128)    0           Block17_9_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    114688      Block17_9_Branch_1_Conv2d_0a_1x1_
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    384         Block17_9_Branch_1_Conv2d_0b_1x7[
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0b_1x (None, 8, 8, 128)    0           Block17_9_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_9_Branch_0_Conv2d_1x1 ( (None, 8, 8, 128)    114688      Block17_8_Activation[0][0]       
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    114688      Block17_9_Branch_1_Conv2d_0b_1x7_
__________________________________________________________________________________________________
Block17_9_Branch_0_Conv2d_1x1_B (None, 8, 8, 128)    384         Block17_9_Branch_0_Conv2d_1x1[0][
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    384         Block17_9_Branch_1_Conv2d_0c_7x1[
__________________________________________________________________________________________________
Block17_9_Branch_0_Conv2d_1x1_A (None, 8, 8, 128)    0           Block17_9_Branch_0_Conv2d_1x1_Bat
__________________________________________________________________________________________________
Block17_9_Branch_1_Conv2d_0c_7x (None, 8, 8, 128)    0           Block17_9_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_9_Concatenate (Concaten (None, 8, 8, 256)    0           Block17_9_Branch_0_Conv2d_1x1_Act
                                                                 Block17_9_Branch_1_Conv2d_0c_7x1_
__________________________________________________________________________________________________
Block17_9_Conv2d_1x1 (Conv2D)   (None, 8, 8, 896)    230272      Block17_9_Concatenate[0][0]      
__________________________________________________________________________________________________
lambda_14 (Lambda)              (None, 8, 8, 896)    0           Block17_9_Conv2d_1x1[0][0]       
__________________________________________________________________________________________________
add_14 (Add)                    (None, 8, 8, 896)    0           Block17_8_Activation[0][0]       
                                                                 lambda_14[0][0]                  
__________________________________________________________________________________________________
Block17_9_Activation (Activatio (None, 8, 8, 896)    0           add_14[0][0]                     
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0a_1 (None, 8, 8, 128)    114688      Block17_9_Activation[0][0]       
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0a_1 (None, 8, 8, 128)    384         Block17_10_Branch_1_Conv2d_0a_1x1
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0a_1 (None, 8, 8, 128)    0           Block17_10_Branch_1_Conv2d_0a_1x1
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0b_1 (None, 8, 8, 128)    114688      Block17_10_Branch_1_Conv2d_0a_1x1
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0b_1 (None, 8, 8, 128)    384         Block17_10_Branch_1_Conv2d_0b_1x7
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0b_1 (None, 8, 8, 128)    0           Block17_10_Branch_1_Conv2d_0b_1x7
__________________________________________________________________________________________________
Block17_10_Branch_0_Conv2d_1x1  (None, 8, 8, 128)    114688      Block17_9_Activation[0][0]       
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0c_7 (None, 8, 8, 128)    114688      Block17_10_Branch_1_Conv2d_0b_1x7
__________________________________________________________________________________________________
Block17_10_Branch_0_Conv2d_1x1_ (None, 8, 8, 128)    384         Block17_10_Branch_0_Conv2d_1x1[0]
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0c_7 (None, 8, 8, 128)    384         Block17_10_Branch_1_Conv2d_0c_7x1
__________________________________________________________________________________________________
Block17_10_Branch_0_Conv2d_1x1_ (None, 8, 8, 128)    0           Block17_10_Branch_0_Conv2d_1x1_Ba
__________________________________________________________________________________________________
Block17_10_Branch_1_Conv2d_0c_7 (None, 8, 8, 128)    0           Block17_10_Branch_1_Conv2d_0c_7x1
__________________________________________________________________________________________________
Block17_10_Concatenate (Concate (None, 8, 8, 256)    0           Block17_10_Branch_0_Conv2d_1x1_Ac
                                                                 Block17_10_Branch_1_Conv2d_0c_7x1
__________________________________________________________________________________________________
Block17_10_Conv2d_1x1 (Conv2D)  (None, 8, 8, 896)    230272      Block17_10_Concatenate[0][0]     
__________________________________________________________________________________________________
lambda_15 (Lambda)              (None, 8, 8, 896)    0           Block17_10_Conv2d_1x1[0][0]      
__________________________________________________________________________________________________
add_15 (Add)                    (None, 8, 8, 896)    0           Block17_9_Activation[0][0]       
                                                                 lambda_15[0][0]                  
__________________________________________________________________________________________________
Block17_10_Activation (Activati (None, 8, 8, 896)    0           add_15[0][0]                     
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_0a_1x1 (None, 8, 8, 256)    229376      Block17_10_Activation[0][0]      
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_0a_1x1 (None, 8, 8, 256)    768         Mixed_7a_Branch_2_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_0a_1x1 (None, 8, 8, 256)    0           Mixed_7a_Branch_2_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Mixed_7a_Branch_0_Conv2d_0a_1x1 (None, 8, 8, 256)    229376      Block17_10_Activation[0][0]      
__________________________________________________________________________________________________
Mixed_7a_Branch_1_Conv2d_0a_1x1 (None, 8, 8, 256)    229376      Block17_10_Activation[0][0]      
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_0b_3x3 (None, 8, 8, 256)    589824      Mixed_7a_Branch_2_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Mixed_7a_Branch_0_Conv2d_0a_1x1 (None, 8, 8, 256)    768         Mixed_7a_Branch_0_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Mixed_7a_Branch_1_Conv2d_0a_1x1 (None, 8, 8, 256)    768         Mixed_7a_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_0b_3x3 (None, 8, 8, 256)    768         Mixed_7a_Branch_2_Conv2d_0b_3x3[0
__________________________________________________________________________________________________
Mixed_7a_Branch_0_Conv2d_0a_1x1 (None, 8, 8, 256)    0           Mixed_7a_Branch_0_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Mixed_7a_Branch_1_Conv2d_0a_1x1 (None, 8, 8, 256)    0           Mixed_7a_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_0b_3x3 (None, 8, 8, 256)    0           Mixed_7a_Branch_2_Conv2d_0b_3x3_B
__________________________________________________________________________________________________
Mixed_7a_Branch_0_Conv2d_1a_3x3 (None, 3, 3, 384)    884736      Mixed_7a_Branch_0_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Mixed_7a_Branch_1_Conv2d_1a_3x3 (None, 3, 3, 256)    589824      Mixed_7a_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_1a_3x3 (None, 3, 3, 256)    589824      Mixed_7a_Branch_2_Conv2d_0b_3x3_A
__________________________________________________________________________________________________
Mixed_7a_Branch_0_Conv2d_1a_3x3 (None, 3, 3, 384)    1152        Mixed_7a_Branch_0_Conv2d_1a_3x3[0
__________________________________________________________________________________________________
Mixed_7a_Branch_1_Conv2d_1a_3x3 (None, 3, 3, 256)    768         Mixed_7a_Branch_1_Conv2d_1a_3x3[0
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_1a_3x3 (None, 3, 3, 256)    768         Mixed_7a_Branch_2_Conv2d_1a_3x3[0
__________________________________________________________________________________________________
Mixed_7a_Branch_0_Conv2d_1a_3x3 (None, 3, 3, 384)    0           Mixed_7a_Branch_0_Conv2d_1a_3x3_B
__________________________________________________________________________________________________
Mixed_7a_Branch_1_Conv2d_1a_3x3 (None, 3, 3, 256)    0           Mixed_7a_Branch_1_Conv2d_1a_3x3_B
__________________________________________________________________________________________________
Mixed_7a_Branch_2_Conv2d_1a_3x3 (None, 3, 3, 256)    0           Mixed_7a_Branch_2_Conv2d_1a_3x3_B
__________________________________________________________________________________________________
Mixed_7a_Branch_3_MaxPool_1a_3x (None, 3, 3, 896)    0           Block17_10_Activation[0][0]      
__________________________________________________________________________________________________
Mixed_7a (Concatenate)          (None, 3, 3, 1792)   0           Mixed_7a_Branch_0_Conv2d_1a_3x3_A
                                                                 Mixed_7a_Branch_1_Conv2d_1a_3x3_A
                                                                 Mixed_7a_Branch_2_Conv2d_1a_3x3_A
                                                                 Mixed_7a_Branch_3_MaxPool_1a_3x3[
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    344064      Mixed_7a[0][0]                   
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    576         Block8_1_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    0           Block8_1_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    110592      Block8_1_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    576         Block8_1_Branch_1_Conv2d_0b_1x3[0
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    0           Block8_1_Branch_1_Conv2d_0b_1x3_B
__________________________________________________________________________________________________
Block8_1_Branch_0_Conv2d_1x1 (C (None, 3, 3, 192)    344064      Mixed_7a[0][0]                   
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    110592      Block8_1_Branch_1_Conv2d_0b_1x3_A
__________________________________________________________________________________________________
Block8_1_Branch_0_Conv2d_1x1_Ba (None, 3, 3, 192)    576         Block8_1_Branch_0_Conv2d_1x1[0][0
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    576         Block8_1_Branch_1_Conv2d_0c_3x1[0
__________________________________________________________________________________________________
Block8_1_Branch_0_Conv2d_1x1_Ac (None, 3, 3, 192)    0           Block8_1_Branch_0_Conv2d_1x1_Batc
__________________________________________________________________________________________________
Block8_1_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    0           Block8_1_Branch_1_Conv2d_0c_3x1_B
__________________________________________________________________________________________________
Block8_1_Concatenate (Concatena (None, 3, 3, 384)    0           Block8_1_Branch_0_Conv2d_1x1_Acti
                                                                 Block8_1_Branch_1_Conv2d_0c_3x1_A
__________________________________________________________________________________________________
Block8_1_Conv2d_1x1 (Conv2D)    (None, 3, 3, 1792)   689920      Block8_1_Concatenate[0][0]       
__________________________________________________________________________________________________
lambda_16 (Lambda)              (None, 3, 3, 1792)   0           Block8_1_Conv2d_1x1[0][0]        
__________________________________________________________________________________________________
add_16 (Add)                    (None, 3, 3, 1792)   0           Mixed_7a[0][0]                   
                                                                 lambda_16[0][0]                  
__________________________________________________________________________________________________
Block8_1_Activation (Activation (None, 3, 3, 1792)   0           add_16[0][0]                     
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    344064      Block8_1_Activation[0][0]        
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    576         Block8_2_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    0           Block8_2_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    110592      Block8_2_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    576         Block8_2_Branch_1_Conv2d_0b_1x3[0
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    0           Block8_2_Branch_1_Conv2d_0b_1x3_B
__________________________________________________________________________________________________
Block8_2_Branch_0_Conv2d_1x1 (C (None, 3, 3, 192)    344064      Block8_1_Activation[0][0]        
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    110592      Block8_2_Branch_1_Conv2d_0b_1x3_A
__________________________________________________________________________________________________
Block8_2_Branch_0_Conv2d_1x1_Ba (None, 3, 3, 192)    576         Block8_2_Branch_0_Conv2d_1x1[0][0
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    576         Block8_2_Branch_1_Conv2d_0c_3x1[0
__________________________________________________________________________________________________
Block8_2_Branch_0_Conv2d_1x1_Ac (None, 3, 3, 192)    0           Block8_2_Branch_0_Conv2d_1x1_Batc
__________________________________________________________________________________________________
Block8_2_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    0           Block8_2_Branch_1_Conv2d_0c_3x1_B
__________________________________________________________________________________________________
Block8_2_Concatenate (Concatena (None, 3, 3, 384)    0           Block8_2_Branch_0_Conv2d_1x1_Acti
                                                                 Block8_2_Branch_1_Conv2d_0c_3x1_A
__________________________________________________________________________________________________
Block8_2_Conv2d_1x1 (Conv2D)    (None, 3, 3, 1792)   689920      Block8_2_Concatenate[0][0]       
__________________________________________________________________________________________________
lambda_17 (Lambda)              (None, 3, 3, 1792)   0           Block8_2_Conv2d_1x1[0][0]        
__________________________________________________________________________________________________
add_17 (Add)                    (None, 3, 3, 1792)   0           Block8_1_Activation[0][0]        
                                                                 lambda_17[0][0]                  
__________________________________________________________________________________________________
Block8_2_Activation (Activation (None, 3, 3, 1792)   0           add_17[0][0]                     
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    344064      Block8_2_Activation[0][0]        
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    576         Block8_3_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    0           Block8_3_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    110592      Block8_3_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    576         Block8_3_Branch_1_Conv2d_0b_1x3[0
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    0           Block8_3_Branch_1_Conv2d_0b_1x3_B
__________________________________________________________________________________________________
Block8_3_Branch_0_Conv2d_1x1 (C (None, 3, 3, 192)    344064      Block8_2_Activation[0][0]        
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    110592      Block8_3_Branch_1_Conv2d_0b_1x3_A
__________________________________________________________________________________________________
Block8_3_Branch_0_Conv2d_1x1_Ba (None, 3, 3, 192)    576         Block8_3_Branch_0_Conv2d_1x1[0][0
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    576         Block8_3_Branch_1_Conv2d_0c_3x1[0
__________________________________________________________________________________________________
Block8_3_Branch_0_Conv2d_1x1_Ac (None, 3, 3, 192)    0           Block8_3_Branch_0_Conv2d_1x1_Batc
__________________________________________________________________________________________________
Block8_3_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    0           Block8_3_Branch_1_Conv2d_0c_3x1_B
__________________________________________________________________________________________________
Block8_3_Concatenate (Concatena (None, 3, 3, 384)    0           Block8_3_Branch_0_Conv2d_1x1_Acti
                                                                 Block8_3_Branch_1_Conv2d_0c_3x1_A
__________________________________________________________________________________________________
Block8_3_Conv2d_1x1 (Conv2D)    (None, 3, 3, 1792)   689920      Block8_3_Concatenate[0][0]       
__________________________________________________________________________________________________
lambda_18 (Lambda)              (None, 3, 3, 1792)   0           Block8_3_Conv2d_1x1[0][0]        
__________________________________________________________________________________________________
add_18 (Add)                    (None, 3, 3, 1792)   0           Block8_2_Activation[0][0]        
                                                                 lambda_18[0][0]                  
__________________________________________________________________________________________________
Block8_3_Activation (Activation (None, 3, 3, 1792)   0           add_18[0][0]                     
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    344064      Block8_3_Activation[0][0]        
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    576         Block8_4_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    0           Block8_4_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    110592      Block8_4_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    576         Block8_4_Branch_1_Conv2d_0b_1x3[0
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    0           Block8_4_Branch_1_Conv2d_0b_1x3_B
__________________________________________________________________________________________________
Block8_4_Branch_0_Conv2d_1x1 (C (None, 3, 3, 192)    344064      Block8_3_Activation[0][0]        
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    110592      Block8_4_Branch_1_Conv2d_0b_1x3_A
__________________________________________________________________________________________________
Block8_4_Branch_0_Conv2d_1x1_Ba (None, 3, 3, 192)    576         Block8_4_Branch_0_Conv2d_1x1[0][0
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    576         Block8_4_Branch_1_Conv2d_0c_3x1[0
__________________________________________________________________________________________________
Block8_4_Branch_0_Conv2d_1x1_Ac (None, 3, 3, 192)    0           Block8_4_Branch_0_Conv2d_1x1_Batc
__________________________________________________________________________________________________
Block8_4_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    0           Block8_4_Branch_1_Conv2d_0c_3x1_B
__________________________________________________________________________________________________
Block8_4_Concatenate (Concatena (None, 3, 3, 384)    0           Block8_4_Branch_0_Conv2d_1x1_Acti
                                                                 Block8_4_Branch_1_Conv2d_0c_3x1_A
__________________________________________________________________________________________________
Block8_4_Conv2d_1x1 (Conv2D)    (None, 3, 3, 1792)   689920      Block8_4_Concatenate[0][0]       
__________________________________________________________________________________________________
lambda_19 (Lambda)              (None, 3, 3, 1792)   0           Block8_4_Conv2d_1x1[0][0]        
__________________________________________________________________________________________________
add_19 (Add)                    (None, 3, 3, 1792)   0           Block8_3_Activation[0][0]        
                                                                 lambda_19[0][0]                  
__________________________________________________________________________________________________
Block8_4_Activation (Activation (None, 3, 3, 1792)   0           add_19[0][0]                     
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    344064      Block8_4_Activation[0][0]        
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    576         Block8_5_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    0           Block8_5_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    110592      Block8_5_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    576         Block8_5_Branch_1_Conv2d_0b_1x3[0
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    0           Block8_5_Branch_1_Conv2d_0b_1x3_B
__________________________________________________________________________________________________
Block8_5_Branch_0_Conv2d_1x1 (C (None, 3, 3, 192)    344064      Block8_4_Activation[0][0]        
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    110592      Block8_5_Branch_1_Conv2d_0b_1x3_A
__________________________________________________________________________________________________
Block8_5_Branch_0_Conv2d_1x1_Ba (None, 3, 3, 192)    576         Block8_5_Branch_0_Conv2d_1x1[0][0
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    576         Block8_5_Branch_1_Conv2d_0c_3x1[0
__________________________________________________________________________________________________
Block8_5_Branch_0_Conv2d_1x1_Ac (None, 3, 3, 192)    0           Block8_5_Branch_0_Conv2d_1x1_Batc
__________________________________________________________________________________________________
Block8_5_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    0           Block8_5_Branch_1_Conv2d_0c_3x1_B
__________________________________________________________________________________________________
Block8_5_Concatenate (Concatena (None, 3, 3, 384)    0           Block8_5_Branch_0_Conv2d_1x1_Acti
                                                                 Block8_5_Branch_1_Conv2d_0c_3x1_A
__________________________________________________________________________________________________
Block8_5_Conv2d_1x1 (Conv2D)    (None, 3, 3, 1792)   689920      Block8_5_Concatenate[0][0]       
__________________________________________________________________________________________________
lambda_20 (Lambda)              (None, 3, 3, 1792)   0           Block8_5_Conv2d_1x1[0][0]        
__________________________________________________________________________________________________
add_20 (Add)                    (None, 3, 3, 1792)   0           Block8_4_Activation[0][0]        
                                                                 lambda_20[0][0]                  
__________________________________________________________________________________________________
Block8_5_Activation (Activation (None, 3, 3, 1792)   0           add_20[0][0]                     
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    344064      Block8_5_Activation[0][0]        
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    576         Block8_6_Branch_1_Conv2d_0a_1x1[0
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0a_1x1 (None, 3, 3, 192)    0           Block8_6_Branch_1_Conv2d_0a_1x1_B
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    110592      Block8_6_Branch_1_Conv2d_0a_1x1_A
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    576         Block8_6_Branch_1_Conv2d_0b_1x3[0
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0b_1x3 (None, 3, 3, 192)    0           Block8_6_Branch_1_Conv2d_0b_1x3_B
__________________________________________________________________________________________________
Block8_6_Branch_0_Conv2d_1x1 (C (None, 3, 3, 192)    344064      Block8_5_Activation[0][0]        
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    110592      Block8_6_Branch_1_Conv2d_0b_1x3_A
__________________________________________________________________________________________________
Block8_6_Branch_0_Conv2d_1x1_Ba (None, 3, 3, 192)    576         Block8_6_Branch_0_Conv2d_1x1[0][0
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    576         Block8_6_Branch_1_Conv2d_0c_3x1[0
__________________________________________________________________________________________________
Block8_6_Branch_0_Conv2d_1x1_Ac (None, 3, 3, 192)    0           Block8_6_Branch_0_Conv2d_1x1_Batc
__________________________________________________________________________________________________
Block8_6_Branch_1_Conv2d_0c_3x1 (None, 3, 3, 192)    0           Block8_6_Branch_1_Conv2d_0c_3x1_B
__________________________________________________________________________________________________
Block8_6_Concatenate (Concatena (None, 3, 3, 384)    0           Block8_6_Branch_0_Conv2d_1x1_Acti
                                                                 Block8_6_Branch_1_Conv2d_0c_3x1_A
__________________________________________________________________________________________________
Block8_6_Conv2d_1x1 (Conv2D)    (None, 3, 3, 1792)   689920      Block8_6_Concatenate[0][0]       
__________________________________________________________________________________________________
lambda_21 (Lambda)              (None, 3, 3, 1792)   0           Block8_6_Conv2d_1x1[0][0]        
__________________________________________________________________________________________________
add_21 (Add)                    (None, 3, 3, 1792)   0           Block8_5_Activation[0][0]        
                                                                 lambda_21[0][0]                  
__________________________________________________________________________________________________
AvgPool (GlobalAveragePooling2D (None, 1792)         0           add_21[0][0]                     
__________________________________________________________________________________________________
Dropout (Dropout)               (None, 1792)         0           AvgPool[0][0]                    
__________________________________________________________________________________________________
Bottleneck (Dense)              (None, 128)          229376      Dropout[0][0]                    
__________________________________________________________________________________________________
Bottleneck_BatchNorm (BatchNorm (None, 128)          384         Bottleneck[0][0]                 
==================================================================================================
Total params: 22,808,144
Trainable params: 22,779,312
Non-trainable params: 28,832
__________________________________________________________________________________________________