{"module": "keras.src.models.functional", "class_name": "Functional", "config": {"name": "AdvancedEfficientNet_Cataract", "trainable": true, "layers": [{"module": "keras.layers", "class_name": "InputLayer", "config": {"batch_shape": [null, 224, 224, 3], "dtype": "float32", "sparse": false, "ragged": false, "name": "input"}, "registered_name": null, "name": "input", "inbound_nodes": []}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stem_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 32, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 224, 224, 3]}, "name": "stem_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 224, 224, 3], "dtype": "float32", "keras_history": ["input", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stem_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 112, 112, 32]}, "name": "stem_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 112, 112, 32], "dtype": "float32", "keras_history": ["stem_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stem_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stem_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 112, 112, 32], "dtype": "float32", "keras_history": ["stem_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage1_block0_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 112, 112, 32]}, "name": "stage1_block0_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 112, 112, 32], "dtype": "float32", "keras_history": ["stem_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage1_block0_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 112, 112, 32]}, "name": "stage1_block0_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 112, 112, 32], "dtype": "float32", "keras_history": ["stage1_block0_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage1_block0_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage1_block0_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 112, 112, 32], "dtype": "float32", "keras_history": ["stage1_block0_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage1_block0_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage1_block0_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 112, 112, 32], "dtype": "float32", "keras_history": ["stage1_block0_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage1_block0_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage1_block0_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 112, 112, 32], "dtype": "float32", "keras_history": ["stage1_block0_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage1_block0_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 32], [null, 32]]}, "name": "stage1_block0_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 32], "dtype": "float32", "keras_history": ["stage1_block0_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 32], "dtype": "float32", "keras_history": ["stage1_block0_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage1_block0_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 32]}, "registered_name": null, "build_config": {"input_shape": [null, 32]}, "name": "stage1_block0_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 32], "dtype": "float32", "keras_history": ["stage1_block0_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage1_block0_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 8, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 32]}, "name": "stage1_block0_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 32], "dtype": "float32", "keras_history": ["stage1_block0_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage1_block0_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage1_block0_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 8], "dtype": "float32", "keras_history": ["stage1_block0_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage1_block0_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 32, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 8]}, "name": "stage1_block0_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 8], "dtype": "float32", "keras_history": ["stage1_block0_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage1_block0_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 112, 112, 32], [null, 1, 1, 32]]}, "name": "stage1_block0_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 112, 112, 32], "dtype": "float32", "keras_history": ["stage1_block0_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 32], "dtype": "float32", "keras_history": ["stage1_block0_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage1_block0_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 16, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 112, 112, 32]}, "name": "stage1_block0_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 112, 112, 32], "dtype": "float32", "keras_history": ["stage1_block0_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage1_block0_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 112, 112, 16]}, "name": "stage1_block0_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 112, 112, 16], "dtype": "float32", "keras_history": ["stage1_block0_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage2_block0_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 96, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 112, 112, 16]}, "name": "stage2_block0_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 112, 112, 16], "dtype": "float32", "keras_history": ["stage1_block0_project_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage2_block0_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 112, 112, 96]}, "name": "stage2_block0_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 112, 112, 96], "dtype": "float32", "keras_history": ["stage2_block0_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage2_block0_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage2_block0_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 112, 112, 96], "dtype": "float32", "keras_history": ["stage2_block0_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage2_block0_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 112, 112, 96]}, "name": "stage2_block0_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 112, 112, 96], "dtype": "float32", "keras_history": ["stage2_block0_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage2_block0_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 96]}, "name": "stage2_block0_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 96], "dtype": "float32", "keras_history": ["stage2_block0_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage2_block0_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage2_block0_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 96], "dtype": "float32", "keras_history": ["stage2_block0_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage2_block0_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage2_block0_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 96], "dtype": "float32", "keras_history": ["stage2_block0_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage2_block0_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage2_block0_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 96], "dtype": "float32", "keras_history": ["stage2_block0_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage2_block0_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 96], [null, 96]]}, "name": "stage2_block0_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 96], "dtype": "float32", "keras_history": ["stage2_block0_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 96], "dtype": "float32", "keras_history": ["stage2_block0_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage2_block0_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 96]}, "registered_name": null, "build_config": {"input_shape": [null, 96]}, "name": "stage2_block0_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 96], "dtype": "float32", "keras_history": ["stage2_block0_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage2_block0_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 24, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 96]}, "name": "stage2_block0_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 96], "dtype": "float32", "keras_history": ["stage2_block0_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage2_block0_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage2_block0_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 24], "dtype": "float32", "keras_history": ["stage2_block0_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage2_block0_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 96, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 24]}, "name": "stage2_block0_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 24], "dtype": "float32", "keras_history": ["stage2_block0_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage2_block0_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 56, 56, 96], [null, 1, 1, 96]]}, "name": "stage2_block0_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 96], "dtype": "float32", "keras_history": ["stage2_block0_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 96], "dtype": "float32", "keras_history": ["stage2_block0_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage2_block0_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 24, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 96]}, "name": "stage2_block0_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 96], "dtype": "float32", "keras_history": ["stage2_block0_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage2_block0_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 24]}, "name": "stage2_block0_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 24], "dtype": "float32", "keras_history": ["stage2_block0_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage2_block1_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 144, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 24]}, "name": "stage2_block1_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 24], "dtype": "float32", "keras_history": ["stage2_block0_project_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage2_block1_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 144]}, "name": "stage2_block1_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block1_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage2_block1_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage2_block1_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block1_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage2_block1_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 144]}, "name": "stage2_block1_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block1_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage2_block1_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 144]}, "name": "stage2_block1_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block1_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage2_block1_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage2_block1_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block1_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage2_block1_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage2_block1_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block1_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage2_block1_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage2_block1_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block1_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage2_block1_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 144], [null, 144]]}, "name": "stage2_block1_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 144], "dtype": "float32", "keras_history": ["stage2_block1_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 144], "dtype": "float32", "keras_history": ["stage2_block1_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage2_block1_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 144]}, "registered_name": null, "build_config": {"input_shape": [null, 144]}, "name": "stage2_block1_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 144], "dtype": "float32", "keras_history": ["stage2_block1_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage2_block1_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 36, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 144]}, "name": "stage2_block1_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 144], "dtype": "float32", "keras_history": ["stage2_block1_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage2_block1_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage2_block1_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 36], "dtype": "float32", "keras_history": ["stage2_block1_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage2_block1_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 144, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 36]}, "name": "stage2_block1_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 36], "dtype": "float32", "keras_history": ["stage2_block1_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage2_block1_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 56, 56, 144], [null, 1, 1, 144]]}, "name": "stage2_block1_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block1_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 144], "dtype": "float32", "keras_history": ["stage2_block1_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage2_block1_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 24, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 144]}, "name": "stage2_block1_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block1_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage2_block1_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 24]}, "name": "stage2_block1_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 24], "dtype": "float32", "keras_history": ["stage2_block1_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage2_block1_stochastic_depth", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.05, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage2_block1_stochastic_depth", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 24], "dtype": "float32", "keras_history": ["stage2_block1_project_bn", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage2_block1_residual_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 56, 56, 24], [null, 56, 56, 24]]}, "name": "stage2_block1_residual_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 24], "dtype": "float32", "keras_history": ["stage2_block0_project_bn", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 24], "dtype": "float32", "keras_history": ["stage2_block1_stochastic_depth", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage2_block2_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 144, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 24]}, "name": "stage2_block2_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 24], "dtype": "float32", "keras_history": ["stage2_block1_residual_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage2_block2_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 144]}, "name": "stage2_block2_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block2_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage2_block2_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage2_block2_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block2_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage2_block2_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 144]}, "name": "stage2_block2_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block2_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage2_block2_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 144]}, "name": "stage2_block2_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block2_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage2_block2_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage2_block2_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block2_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage2_block2_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage2_block2_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block2_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage2_block2_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage2_block2_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block2_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage2_block2_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 144], [null, 144]]}, "name": "stage2_block2_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 144], "dtype": "float32", "keras_history": ["stage2_block2_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 144], "dtype": "float32", "keras_history": ["stage2_block2_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage2_block2_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 144]}, "registered_name": null, "build_config": {"input_shape": [null, 144]}, "name": "stage2_block2_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 144], "dtype": "float32", "keras_history": ["stage2_block2_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage2_block2_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 36, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 144]}, "name": "stage2_block2_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 144], "dtype": "float32", "keras_history": ["stage2_block2_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage2_block2_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage2_block2_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 36], "dtype": "float32", "keras_history": ["stage2_block2_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage2_block2_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 144, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 36]}, "name": "stage2_block2_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 36], "dtype": "float32", "keras_history": ["stage2_block2_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage2_block2_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 56, 56, 144], [null, 1, 1, 144]]}, "name": "stage2_block2_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block2_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 144], "dtype": "float32", "keras_history": ["stage2_block2_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage2_block2_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 24, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 144]}, "name": "stage2_block2_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage2_block2_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage2_block2_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 24]}, "name": "stage2_block2_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 24], "dtype": "float32", "keras_history": ["stage2_block2_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage2_block2_stochastic_depth", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.05, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage2_block2_stochastic_depth", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 24], "dtype": "float32", "keras_history": ["stage2_block2_project_bn", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage2_block2_residual_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 56, 56, 24], [null, 56, 56, 24]]}, "name": "stage2_block2_residual_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 24], "dtype": "float32", "keras_history": ["stage2_block1_residual_add", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 24], "dtype": "float32", "keras_history": ["stage2_block2_stochastic_depth", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage3_block0_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 144, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 24]}, "name": "stage3_block0_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 24], "dtype": "float32", "keras_history": ["stage2_block2_residual_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage3_block0_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 144]}, "name": "stage3_block0_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage3_block0_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage3_block0_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage3_block0_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage3_block0_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage3_block0_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [5, 5], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 56, 56, 144]}, "name": "stage3_block0_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 56, 56, 144], "dtype": "float32", "keras_history": ["stage3_block0_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage3_block0_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 144]}, "name": "stage3_block0_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 144], "dtype": "float32", "keras_history": ["stage3_block0_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage3_block0_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage3_block0_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 144], "dtype": "float32", "keras_history": ["stage3_block0_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage3_block0_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage3_block0_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 144], "dtype": "float32", "keras_history": ["stage3_block0_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage3_block0_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage3_block0_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 144], "dtype": "float32", "keras_history": ["stage3_block0_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage3_block0_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 144], [null, 144]]}, "name": "stage3_block0_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 144], "dtype": "float32", "keras_history": ["stage3_block0_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 144], "dtype": "float32", "keras_history": ["stage3_block0_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage3_block0_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 144]}, "registered_name": null, "build_config": {"input_shape": [null, 144]}, "name": "stage3_block0_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 144], "dtype": "float32", "keras_history": ["stage3_block0_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage3_block0_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 36, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 144]}, "name": "stage3_block0_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 144], "dtype": "float32", "keras_history": ["stage3_block0_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage3_block0_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage3_block0_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 36], "dtype": "float32", "keras_history": ["stage3_block0_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage3_block0_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 144, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 36]}, "name": "stage3_block0_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 36], "dtype": "float32", "keras_history": ["stage3_block0_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage3_block0_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 28, 28, 144], [null, 1, 1, 144]]}, "name": "stage3_block0_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 144], "dtype": "float32", "keras_history": ["stage3_block0_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 144], "dtype": "float32", "keras_history": ["stage3_block0_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage3_block0_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 40, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 144]}, "name": "stage3_block0_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 144], "dtype": "float32", "keras_history": ["stage3_block0_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage3_block0_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 40]}, "name": "stage3_block0_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 40], "dtype": "float32", "keras_history": ["stage3_block0_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage3_block1_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 240, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 40]}, "name": "stage3_block1_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 40], "dtype": "float32", "keras_history": ["stage3_block0_project_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage3_block1_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 240]}, "name": "stage3_block1_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block1_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage3_block1_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage3_block1_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block1_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage3_block1_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [5, 5], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 240]}, "name": "stage3_block1_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block1_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage3_block1_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 240]}, "name": "stage3_block1_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block1_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage3_block1_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage3_block1_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block1_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage3_block1_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage3_block1_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block1_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage3_block1_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage3_block1_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block1_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage3_block1_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 240], [null, 240]]}, "name": "stage3_block1_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 240], "dtype": "float32", "keras_history": ["stage3_block1_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 240], "dtype": "float32", "keras_history": ["stage3_block1_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage3_block1_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 240]}, "registered_name": null, "build_config": {"input_shape": [null, 240]}, "name": "stage3_block1_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 240], "dtype": "float32", "keras_history": ["stage3_block1_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage3_block1_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 60, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 240]}, "name": "stage3_block1_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 240], "dtype": "float32", "keras_history": ["stage3_block1_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage3_block1_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage3_block1_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 60], "dtype": "float32", "keras_history": ["stage3_block1_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage3_block1_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 240, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 60]}, "name": "stage3_block1_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 60], "dtype": "float32", "keras_history": ["stage3_block1_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage3_block1_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 28, 28, 240], [null, 1, 1, 240]]}, "name": "stage3_block1_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block1_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 240], "dtype": "float32", "keras_history": ["stage3_block1_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage3_block1_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 40, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 240]}, "name": "stage3_block1_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block1_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage3_block1_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 40]}, "name": "stage3_block1_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 40], "dtype": "float32", "keras_history": ["stage3_block1_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage3_block1_stochastic_depth", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage3_block1_stochastic_depth", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 40], "dtype": "float32", "keras_history": ["stage3_block1_project_bn", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage3_block1_residual_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 28, 28, 40], [null, 28, 28, 40]]}, "name": "stage3_block1_residual_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 40], "dtype": "float32", "keras_history": ["stage3_block0_project_bn", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 40], "dtype": "float32", "keras_history": ["stage3_block1_stochastic_depth", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage3_block2_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 240, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 40]}, "name": "stage3_block2_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 40], "dtype": "float32", "keras_history": ["stage3_block1_residual_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage3_block2_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 240]}, "name": "stage3_block2_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block2_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage3_block2_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage3_block2_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block2_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage3_block2_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [5, 5], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 240]}, "name": "stage3_block2_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block2_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage3_block2_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 240]}, "name": "stage3_block2_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block2_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage3_block2_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage3_block2_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block2_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage3_block2_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage3_block2_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block2_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage3_block2_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage3_block2_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block2_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage3_block2_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 240], [null, 240]]}, "name": "stage3_block2_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 240], "dtype": "float32", "keras_history": ["stage3_block2_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 240], "dtype": "float32", "keras_history": ["stage3_block2_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage3_block2_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 240]}, "registered_name": null, "build_config": {"input_shape": [null, 240]}, "name": "stage3_block2_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 240], "dtype": "float32", "keras_history": ["stage3_block2_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage3_block2_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 60, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 240]}, "name": "stage3_block2_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 240], "dtype": "float32", "keras_history": ["stage3_block2_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage3_block2_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage3_block2_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 60], "dtype": "float32", "keras_history": ["stage3_block2_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage3_block2_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 240, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 60]}, "name": "stage3_block2_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 60], "dtype": "float32", "keras_history": ["stage3_block2_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage3_block2_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 28, 28, 240], [null, 1, 1, 240]]}, "name": "stage3_block2_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block2_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 240], "dtype": "float32", "keras_history": ["stage3_block2_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage3_block2_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 40, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 240]}, "name": "stage3_block2_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage3_block2_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage3_block2_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 40]}, "name": "stage3_block2_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 40], "dtype": "float32", "keras_history": ["stage3_block2_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage3_block2_stochastic_depth", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage3_block2_stochastic_depth", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 40], "dtype": "float32", "keras_history": ["stage3_block2_project_bn", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage3_block2_residual_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 28, 28, 40], [null, 28, 28, 40]]}, "name": "stage3_block2_residual_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 40], "dtype": "float32", "keras_history": ["stage3_block1_residual_add", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 40], "dtype": "float32", "keras_history": ["stage3_block2_stochastic_depth", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage4_block0_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 240, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 40]}, "name": "stage4_block0_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 40], "dtype": "float32", "keras_history": ["stage3_block2_residual_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage4_block0_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 240]}, "name": "stage4_block0_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage4_block0_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage4_block0_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage4_block0_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage4_block0_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage4_block0_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 28, 28, 240]}, "name": "stage4_block0_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 28, 28, 240], "dtype": "float32", "keras_history": ["stage4_block0_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage4_block0_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 240]}, "name": "stage4_block0_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 240], "dtype": "float32", "keras_history": ["stage4_block0_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage4_block0_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage4_block0_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 240], "dtype": "float32", "keras_history": ["stage4_block0_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage4_block0_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage4_block0_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 240], "dtype": "float32", "keras_history": ["stage4_block0_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage4_block0_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage4_block0_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 240], "dtype": "float32", "keras_history": ["stage4_block0_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage4_block0_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 240], [null, 240]]}, "name": "stage4_block0_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 240], "dtype": "float32", "keras_history": ["stage4_block0_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 240], "dtype": "float32", "keras_history": ["stage4_block0_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage4_block0_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 240]}, "registered_name": null, "build_config": {"input_shape": [null, 240]}, "name": "stage4_block0_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 240], "dtype": "float32", "keras_history": ["stage4_block0_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage4_block0_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 60, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 240]}, "name": "stage4_block0_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 240], "dtype": "float32", "keras_history": ["stage4_block0_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage4_block0_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage4_block0_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 60], "dtype": "float32", "keras_history": ["stage4_block0_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage4_block0_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 240, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 60]}, "name": "stage4_block0_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 60], "dtype": "float32", "keras_history": ["stage4_block0_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage4_block0_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 14, 14, 240], [null, 1, 1, 240]]}, "name": "stage4_block0_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 240], "dtype": "float32", "keras_history": ["stage4_block0_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 240], "dtype": "float32", "keras_history": ["stage4_block0_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage4_block0_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 80, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 240]}, "name": "stage4_block0_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 240], "dtype": "float32", "keras_history": ["stage4_block0_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage4_block0_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 80]}, "name": "stage4_block0_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block0_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage4_block1_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 480, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 80]}, "name": "stage4_block1_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block0_project_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage4_block1_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage4_block1_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block1_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage4_block1_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage4_block1_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block1_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage4_block1_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage4_block1_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block1_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage4_block1_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage4_block1_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block1_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage4_block1_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage4_block1_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block1_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage4_block1_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage4_block1_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block1_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage4_block1_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage4_block1_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block1_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage4_block1_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 480], [null, 480]]}, "name": "stage4_block1_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 480], "dtype": "float32", "keras_history": ["stage4_block1_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 480], "dtype": "float32", "keras_history": ["stage4_block1_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage4_block1_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 480]}, "registered_name": null, "build_config": {"input_shape": [null, 480]}, "name": "stage4_block1_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 480], "dtype": "float32", "keras_history": ["stage4_block1_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage4_block1_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 120, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 480]}, "name": "stage4_block1_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 480], "dtype": "float32", "keras_history": ["stage4_block1_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage4_block1_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage4_block1_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 120], "dtype": "float32", "keras_history": ["stage4_block1_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage4_block1_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 480, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 120]}, "name": "stage4_block1_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 120], "dtype": "float32", "keras_history": ["stage4_block1_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage4_block1_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 14, 14, 480], [null, 1, 1, 480]]}, "name": "stage4_block1_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block1_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 480], "dtype": "float32", "keras_history": ["stage4_block1_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage4_block1_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 80, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage4_block1_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block1_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage4_block1_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 80]}, "name": "stage4_block1_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block1_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage4_block1_stochastic_depth", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage4_block1_stochastic_depth", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block1_project_bn", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage4_block1_residual_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 14, 14, 80], [null, 14, 14, 80]]}, "name": "stage4_block1_residual_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block0_project_bn", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block1_stochastic_depth", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage4_block2_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 480, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 80]}, "name": "stage4_block2_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block1_residual_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage4_block2_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage4_block2_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block2_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage4_block2_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage4_block2_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block2_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage4_block2_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage4_block2_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block2_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage4_block2_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage4_block2_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block2_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage4_block2_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage4_block2_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block2_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage4_block2_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage4_block2_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block2_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage4_block2_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage4_block2_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block2_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage4_block2_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 480], [null, 480]]}, "name": "stage4_block2_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 480], "dtype": "float32", "keras_history": ["stage4_block2_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 480], "dtype": "float32", "keras_history": ["stage4_block2_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage4_block2_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 480]}, "registered_name": null, "build_config": {"input_shape": [null, 480]}, "name": "stage4_block2_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 480], "dtype": "float32", "keras_history": ["stage4_block2_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage4_block2_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 120, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 480]}, "name": "stage4_block2_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 480], "dtype": "float32", "keras_history": ["stage4_block2_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage4_block2_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage4_block2_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 120], "dtype": "float32", "keras_history": ["stage4_block2_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage4_block2_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 480, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 120]}, "name": "stage4_block2_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 120], "dtype": "float32", "keras_history": ["stage4_block2_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage4_block2_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 14, 14, 480], [null, 1, 1, 480]]}, "name": "stage4_block2_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block2_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 480], "dtype": "float32", "keras_history": ["stage4_block2_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage4_block2_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 80, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage4_block2_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block2_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage4_block2_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 80]}, "name": "stage4_block2_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block2_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage4_block2_stochastic_depth", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage4_block2_stochastic_depth", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block2_project_bn", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage4_block2_residual_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 14, 14, 80], [null, 14, 14, 80]]}, "name": "stage4_block2_residual_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block1_residual_add", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block2_stochastic_depth", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage4_block3_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 480, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 80]}, "name": "stage4_block3_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block2_residual_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage4_block3_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage4_block3_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block3_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage4_block3_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage4_block3_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block3_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage4_block3_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage4_block3_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block3_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage4_block3_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage4_block3_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block3_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage4_block3_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage4_block3_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block3_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage4_block3_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage4_block3_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block3_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage4_block3_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage4_block3_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block3_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage4_block3_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 480], [null, 480]]}, "name": "stage4_block3_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 480], "dtype": "float32", "keras_history": ["stage4_block3_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 480], "dtype": "float32", "keras_history": ["stage4_block3_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage4_block3_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 480]}, "registered_name": null, "build_config": {"input_shape": [null, 480]}, "name": "stage4_block3_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 480], "dtype": "float32", "keras_history": ["stage4_block3_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage4_block3_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 120, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 480]}, "name": "stage4_block3_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 480], "dtype": "float32", "keras_history": ["stage4_block3_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage4_block3_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage4_block3_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 120], "dtype": "float32", "keras_history": ["stage4_block3_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage4_block3_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 480, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 120]}, "name": "stage4_block3_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 120], "dtype": "float32", "keras_history": ["stage4_block3_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage4_block3_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 14, 14, 480], [null, 1, 1, 480]]}, "name": "stage4_block3_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block3_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 480], "dtype": "float32", "keras_history": ["stage4_block3_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage4_block3_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 80, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage4_block3_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage4_block3_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage4_block3_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 80]}, "name": "stage4_block3_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block3_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage4_block3_stochastic_depth", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage4_block3_stochastic_depth", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block3_project_bn", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage4_block3_residual_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 14, 14, 80], [null, 14, 14, 80]]}, "name": "stage4_block3_residual_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block2_residual_add", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block3_stochastic_depth", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage5_block0_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 480, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 80]}, "name": "stage5_block0_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 80], "dtype": "float32", "keras_history": ["stage4_block3_residual_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage5_block0_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage5_block0_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage5_block0_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage5_block0_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage5_block0_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage5_block0_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage5_block0_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [5, 5], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage5_block0_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage5_block0_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage5_block0_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage5_block0_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage5_block0_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage5_block0_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage5_block0_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage5_block0_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage5_block0_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage5_block0_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage5_block0_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage5_block0_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage5_block0_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage5_block0_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage5_block0_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 480], [null, 480]]}, "name": "stage5_block0_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 480], "dtype": "float32", "keras_history": ["stage5_block0_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 480], "dtype": "float32", "keras_history": ["stage5_block0_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage5_block0_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 480]}, "registered_name": null, "build_config": {"input_shape": [null, 480]}, "name": "stage5_block0_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 480], "dtype": "float32", "keras_history": ["stage5_block0_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage5_block0_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 120, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 480]}, "name": "stage5_block0_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 480], "dtype": "float32", "keras_history": ["stage5_block0_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage5_block0_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage5_block0_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 120], "dtype": "float32", "keras_history": ["stage5_block0_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage5_block0_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 480, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 120]}, "name": "stage5_block0_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 120], "dtype": "float32", "keras_history": ["stage5_block0_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage5_block0_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 14, 14, 480], [null, 1, 1, 480]]}, "name": "stage5_block0_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage5_block0_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 480], "dtype": "float32", "keras_history": ["stage5_block0_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage5_block0_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 112, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 480]}, "name": "stage5_block0_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 480], "dtype": "float32", "keras_history": ["stage5_block0_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage5_block0_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 112]}, "name": "stage5_block0_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block0_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage5_block1_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 672, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 112]}, "name": "stage5_block1_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block0_project_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage5_block1_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 672]}, "name": "stage5_block1_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block1_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage5_block1_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage5_block1_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block1_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage5_block1_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [5, 5], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 672]}, "name": "stage5_block1_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block1_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage5_block1_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 672]}, "name": "stage5_block1_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block1_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage5_block1_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage5_block1_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block1_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage5_block1_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage5_block1_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block1_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage5_block1_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage5_block1_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block1_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage5_block1_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 672], [null, 672]]}, "name": "stage5_block1_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 672], "dtype": "float32", "keras_history": ["stage5_block1_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 672], "dtype": "float32", "keras_history": ["stage5_block1_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage5_block1_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 672]}, "registered_name": null, "build_config": {"input_shape": [null, 672]}, "name": "stage5_block1_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 672], "dtype": "float32", "keras_history": ["stage5_block1_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage5_block1_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 168, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 672]}, "name": "stage5_block1_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 672], "dtype": "float32", "keras_history": ["stage5_block1_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage5_block1_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage5_block1_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 168], "dtype": "float32", "keras_history": ["stage5_block1_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage5_block1_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 672, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 168]}, "name": "stage5_block1_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 168], "dtype": "float32", "keras_history": ["stage5_block1_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage5_block1_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 14, 14, 672], [null, 1, 1, 672]]}, "name": "stage5_block1_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block1_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 672], "dtype": "float32", "keras_history": ["stage5_block1_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage5_block1_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 112, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 672]}, "name": "stage5_block1_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block1_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage5_block1_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 112]}, "name": "stage5_block1_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block1_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage5_block1_stochastic_depth", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.15, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage5_block1_stochastic_depth", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block1_project_bn", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage5_block1_residual_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 14, 14, 112], [null, 14, 14, 112]]}, "name": "stage5_block1_residual_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block0_project_bn", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block1_stochastic_depth", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage5_block2_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 672, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 112]}, "name": "stage5_block2_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block1_residual_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage5_block2_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 672]}, "name": "stage5_block2_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block2_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage5_block2_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage5_block2_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block2_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage5_block2_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [5, 5], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 672]}, "name": "stage5_block2_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block2_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage5_block2_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 672]}, "name": "stage5_block2_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block2_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage5_block2_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage5_block2_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block2_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage5_block2_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage5_block2_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block2_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage5_block2_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage5_block2_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block2_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage5_block2_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 672], [null, 672]]}, "name": "stage5_block2_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 672], "dtype": "float32", "keras_history": ["stage5_block2_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 672], "dtype": "float32", "keras_history": ["stage5_block2_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage5_block2_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 672]}, "registered_name": null, "build_config": {"input_shape": [null, 672]}, "name": "stage5_block2_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 672], "dtype": "float32", "keras_history": ["stage5_block2_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage5_block2_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 168, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 672]}, "name": "stage5_block2_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 672], "dtype": "float32", "keras_history": ["stage5_block2_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage5_block2_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage5_block2_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 168], "dtype": "float32", "keras_history": ["stage5_block2_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage5_block2_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 672, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 168]}, "name": "stage5_block2_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 168], "dtype": "float32", "keras_history": ["stage5_block2_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage5_block2_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 14, 14, 672], [null, 1, 1, 672]]}, "name": "stage5_block2_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block2_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 672], "dtype": "float32", "keras_history": ["stage5_block2_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage5_block2_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 112, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 672]}, "name": "stage5_block2_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block2_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage5_block2_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 112]}, "name": "stage5_block2_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block2_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage5_block2_stochastic_depth", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.15, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage5_block2_stochastic_depth", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block2_project_bn", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage5_block2_residual_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 14, 14, 112], [null, 14, 14, 112]]}, "name": "stage5_block2_residual_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block1_residual_add", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block2_stochastic_depth", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage5_block3_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 672, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 112]}, "name": "stage5_block3_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block2_residual_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage5_block3_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 672]}, "name": "stage5_block3_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block3_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage5_block3_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage5_block3_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block3_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage5_block3_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [5, 5], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 672]}, "name": "stage5_block3_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block3_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage5_block3_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 672]}, "name": "stage5_block3_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block3_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage5_block3_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage5_block3_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block3_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage5_block3_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage5_block3_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block3_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage5_block3_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage5_block3_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block3_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage5_block3_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 672], [null, 672]]}, "name": "stage5_block3_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 672], "dtype": "float32", "keras_history": ["stage5_block3_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 672], "dtype": "float32", "keras_history": ["stage5_block3_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage5_block3_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 672]}, "registered_name": null, "build_config": {"input_shape": [null, 672]}, "name": "stage5_block3_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 672], "dtype": "float32", "keras_history": ["stage5_block3_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage5_block3_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 168, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 672]}, "name": "stage5_block3_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 672], "dtype": "float32", "keras_history": ["stage5_block3_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage5_block3_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage5_block3_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 168], "dtype": "float32", "keras_history": ["stage5_block3_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage5_block3_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 672, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 168]}, "name": "stage5_block3_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 168], "dtype": "float32", "keras_history": ["stage5_block3_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage5_block3_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 14, 14, 672], [null, 1, 1, 672]]}, "name": "stage5_block3_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block3_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 672], "dtype": "float32", "keras_history": ["stage5_block3_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage5_block3_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 112, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 672]}, "name": "stage5_block3_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage5_block3_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage5_block3_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 112]}, "name": "stage5_block3_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block3_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage5_block3_stochastic_depth", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.15, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage5_block3_stochastic_depth", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block3_project_bn", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage5_block3_residual_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 14, 14, 112], [null, 14, 14, 112]]}, "name": "stage5_block3_residual_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block2_residual_add", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block3_stochastic_depth", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage6_block0_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 672, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 112]}, "name": "stage6_block0_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 112], "dtype": "float32", "keras_history": ["stage5_block3_residual_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage6_block0_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 672]}, "name": "stage6_block0_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage6_block0_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage6_block0_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage6_block0_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage6_block0_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage6_block0_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [5, 5], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 14, 14, 672]}, "name": "stage6_block0_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 14, 14, 672], "dtype": "float32", "keras_history": ["stage6_block0_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage6_block0_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 672]}, "name": "stage6_block0_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 672], "dtype": "float32", "keras_history": ["stage6_block0_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage6_block0_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage6_block0_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 672], "dtype": "float32", "keras_history": ["stage6_block0_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage6_block0_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage6_block0_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 672], "dtype": "float32", "keras_history": ["stage6_block0_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage6_block0_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage6_block0_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 672], "dtype": "float32", "keras_history": ["stage6_block0_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage6_block0_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 672], [null, 672]]}, "name": "stage6_block0_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 672], "dtype": "float32", "keras_history": ["stage6_block0_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 672], "dtype": "float32", "keras_history": ["stage6_block0_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage6_block0_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 672]}, "registered_name": null, "build_config": {"input_shape": [null, 672]}, "name": "stage6_block0_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 672], "dtype": "float32", "keras_history": ["stage6_block0_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage6_block0_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 168, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 672]}, "name": "stage6_block0_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 672], "dtype": "float32", "keras_history": ["stage6_block0_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage6_block0_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage6_block0_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 168], "dtype": "float32", "keras_history": ["stage6_block0_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage6_block0_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 672, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 168]}, "name": "stage6_block0_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 168], "dtype": "float32", "keras_history": ["stage6_block0_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage6_block0_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 7, 7, 672], [null, 1, 1, 672]]}, "name": "stage6_block0_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 672], "dtype": "float32", "keras_history": ["stage6_block0_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 672], "dtype": "float32", "keras_history": ["stage6_block0_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage6_block0_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 672]}, "name": "stage6_block0_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 672], "dtype": "float32", "keras_history": ["stage6_block0_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage6_block0_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 192]}, "name": "stage6_block0_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 192], "dtype": "float32", "keras_history": ["stage6_block0_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage6_block1_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 1152, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 192]}, "name": "stage6_block1_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 192], "dtype": "float32", "keras_history": ["stage6_block0_project_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage6_block1_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 1152]}, "name": "stage6_block1_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block1_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage6_block1_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage6_block1_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block1_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage6_block1_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [5, 5], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 1152]}, "name": "stage6_block1_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block1_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage6_block1_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 1152]}, "name": "stage6_block1_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block1_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage6_block1_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage6_block1_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block1_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage6_block1_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage6_block1_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block1_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage6_block1_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage6_block1_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block1_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage6_block1_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 1152], [null, 1152]]}, "name": "stage6_block1_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 1152], "dtype": "float32", "keras_history": ["stage6_block1_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1152], "dtype": "float32", "keras_history": ["stage6_block1_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage6_block1_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 1152]}, "registered_name": null, "build_config": {"input_shape": [null, 1152]}, "name": "stage6_block1_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1152], "dtype": "float32", "keras_history": ["stage6_block1_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage6_block1_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 288, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 1152]}, "name": "stage6_block1_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 1152], "dtype": "float32", "keras_history": ["stage6_block1_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage6_block1_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage6_block1_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 288], "dtype": "float32", "keras_history": ["stage6_block1_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage6_block1_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 1152, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 288]}, "name": "stage6_block1_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 288], "dtype": "float32", "keras_history": ["stage6_block1_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage6_block1_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 7, 7, 1152], [null, 1, 1, 1152]]}, "name": "stage6_block1_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block1_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 1152], "dtype": "float32", "keras_history": ["stage6_block1_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage6_block1_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 1152]}, "name": "stage6_block1_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block1_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage6_block1_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 192]}, "name": "stage6_block1_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 192], "dtype": "float32", "keras_history": ["stage6_block1_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage6_block1_stochastic_depth", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.2, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage6_block1_stochastic_depth", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 192], "dtype": "float32", "keras_history": ["stage6_block1_project_bn", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage6_block1_residual_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 7, 7, 192], [null, 7, 7, 192]]}, "name": "stage6_block1_residual_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 192], "dtype": "float32", "keras_history": ["stage6_block0_project_bn", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 192], "dtype": "float32", "keras_history": ["stage6_block1_stochastic_depth", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage6_block2_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 1152, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 192]}, "name": "stage6_block2_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 192], "dtype": "float32", "keras_history": ["stage6_block1_residual_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage6_block2_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 1152]}, "name": "stage6_block2_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block2_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage6_block2_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage6_block2_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block2_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage6_block2_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [5, 5], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 1152]}, "name": "stage6_block2_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block2_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage6_block2_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 1152]}, "name": "stage6_block2_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block2_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage6_block2_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage6_block2_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block2_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage6_block2_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage6_block2_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block2_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage6_block2_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage6_block2_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block2_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage6_block2_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 1152], [null, 1152]]}, "name": "stage6_block2_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 1152], "dtype": "float32", "keras_history": ["stage6_block2_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1152], "dtype": "float32", "keras_history": ["stage6_block2_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage6_block2_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 1152]}, "registered_name": null, "build_config": {"input_shape": [null, 1152]}, "name": "stage6_block2_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1152], "dtype": "float32", "keras_history": ["stage6_block2_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage6_block2_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 288, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 1152]}, "name": "stage6_block2_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 1152], "dtype": "float32", "keras_history": ["stage6_block2_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage6_block2_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage6_block2_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 288], "dtype": "float32", "keras_history": ["stage6_block2_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage6_block2_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 1152, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 288]}, "name": "stage6_block2_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 288], "dtype": "float32", "keras_history": ["stage6_block2_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage6_block2_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 7, 7, 1152], [null, 1, 1, 1152]]}, "name": "stage6_block2_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block2_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 1152], "dtype": "float32", "keras_history": ["stage6_block2_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage6_block2_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 1152]}, "name": "stage6_block2_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage6_block2_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage6_block2_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 192]}, "name": "stage6_block2_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 192], "dtype": "float32", "keras_history": ["stage6_block2_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage6_block2_stochastic_depth", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.2, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage6_block2_stochastic_depth", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 192], "dtype": "float32", "keras_history": ["stage6_block2_project_bn", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage6_block2_residual_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 7, 7, 192], [null, 7, 7, 192]]}, "name": "stage6_block2_residual_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 192], "dtype": "float32", "keras_history": ["stage6_block1_residual_add", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 192], "dtype": "float32", "keras_history": ["stage6_block2_stochastic_depth", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage7_block0_expand_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 1152, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 192]}, "name": "stage7_block0_expand_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 192], "dtype": "float32", "keras_history": ["stage6_block2_residual_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage7_block0_expand_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 1152]}, "name": "stage7_block0_expand_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage7_block0_expand_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage7_block0_expand_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage7_block0_expand_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage7_block0_expand_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "DepthwiseConv2D", "config": {"name": "stage7_block0_depthwise_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "depth_multiplier": 1, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "depthwise_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "depthwise_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "depthwise_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 1152]}, "name": "stage7_block0_depthwise_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage7_block0_expand_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage7_block0_depthwise_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 1152]}, "name": "stage7_block0_depthwise_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage7_block0_depthwise_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "stage7_block0_depthwise_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "stage7_block0_depthwise_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage7_block0_depthwise_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "stage7_block0_se_gap", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage7_block0_se_gap", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage7_block0_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "stage7_block0_se_gmp", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "stage7_block0_se_gmp", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage7_block0_depthwise_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Add", "config": {"name": "stage7_block0_se_pool_add", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 1152], [null, 1152]]}, "name": "stage7_block0_se_pool_add", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 1152], "dtype": "float32", "keras_history": ["stage7_block0_se_gap", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1152], "dtype": "float32", "keras_history": ["stage7_block0_se_gmp", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Reshape", "config": {"name": "stage7_block0_se_reshape", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "target_shape": [1, 1, 1152]}, "registered_name": null, "build_config": {"input_shape": [null, 1152]}, "name": "stage7_block0_se_reshape", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1152], "dtype": "float32", "keras_history": ["stage7_block0_se_pool_add", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage7_block0_se_reduce", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 288, "activation": "silu", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 1152]}, "name": "stage7_block0_se_reduce", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 1152], "dtype": "float32", "keras_history": ["stage7_block0_se_reshape", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "stage7_block0_se_dropout", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "stage7_block0_se_dropout", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 288], "dtype": "float32", "keras_history": ["stage7_block0_se_reduce", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "stage7_block0_se_expand", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 1152, "activation": "sigmoid", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 1, 1, 288]}, "name": "stage7_block0_se_expand", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 288], "dtype": "float32", "keras_history": ["stage7_block0_se_dropout", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Multiply", "config": {"name": "stage7_block0_se_multiply", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}}, "registered_name": null, "build_config": {"input_shape": [[null, 7, 7, 1152], [null, 1, 1, 1152]]}, "name": "stage7_block0_se_multiply", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage7_block0_depthwise_activation", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1, 1, 1152], "dtype": "float32", "keras_history": ["stage7_block0_se_expand", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "stage7_block0_project_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 320, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 1152]}, "name": "stage7_block0_project_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1152], "dtype": "float32", "keras_history": ["stage7_block0_se_multiply", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "stage7_block0_project_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 320]}, "name": "stage7_block0_project_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 320], "dtype": "float32", "keras_history": ["stage7_block0_project_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Conv2D", "config": {"name": "head_conv", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 1280, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 320]}, "name": "head_conv", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 320], "dtype": "float32", "keras_history": ["stage7_block0_project_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "head_bn", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.9, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 7, 7, 1280]}, "name": "head_bn", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1280], "dtype": "float32", "keras_history": ["head_conv", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "head_activation", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "silu"}, "registered_name": null, "name": "head_activation", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1280], "dtype": "float32", "keras_history": ["head_bn", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalAveragePooling2D", "config": {"name": "global_avg_pool", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "global_avg_pool", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1280], "dtype": "float32", "keras_history": ["head_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "GlobalMaxPooling2D", "config": {"name": "global_max_pool", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last", "keepdims": false}, "registered_name": null, "name": "global_max_pool", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 7, 7, 1280], "dtype": "float32", "keras_history": ["head_activation", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Concatenate", "config": {"name": "global_pool_concat", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1}, "registered_name": null, "build_config": {"input_shape": [[null, 1280], [null, 1280]]}, "name": "global_pool_concat", "inbound_nodes": [{"args": [[{"class_name": "__keras_tensor__", "config": {"shape": [null, 1280], "dtype": "float32", "keras_history": ["global_avg_pool", 0, 0]}}, {"class_name": "__keras_tensor__", "config": {"shape": [null, 1280], "dtype": "float32", "keras_history": ["global_max_pool", 0, 0]}}]], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "medical_fc1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 512, "activation": "silu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 2560]}, "name": "medical_fc1", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 2560], "dtype": "float32", "keras_history": ["global_pool_concat", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "medical_bn1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 512]}, "name": "medical_bn1", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 512], "dtype": "float32", "keras_history": ["medical_fc1", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "medical_dropout1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.3, "seed": null, "noise_shape": null}, "registered_name": null, "name": "medical_dropout1", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 512], "dtype": "float32", "keras_history": ["medical_bn1", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "medical_fc2", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 256, "activation": "silu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 512]}, "name": "medical_fc2", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 512], "dtype": "float32", "keras_history": ["medical_dropout1", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "BatchNormalization", "config": {"name": "medical_bn2", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}, "registered_name": null, "build_config": {"input_shape": [null, 256]}, "name": "medical_bn2", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 256], "dtype": "float32", "keras_history": ["medical_fc2", 0, 0]}}], "kwargs": {"mask": null}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "medical_dropout2", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.2, "seed": null, "noise_shape": null}, "registered_name": null, "name": "medical_dropout2", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 256], "dtype": "float32", "keras_history": ["medical_bn2", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "medical_fc3", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 128, "activation": "silu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 256]}, "name": "medical_fc3", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 256], "dtype": "float32", "keras_history": ["medical_dropout2", 0, 0]}}], "kwargs": {}}]}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "medical_dropout3", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}, "registered_name": null, "name": "medical_dropout3", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 128], "dtype": "float32", "keras_history": ["medical_fc3", 0, 0]}}], "kwargs": {"training": false}}]}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "cataract_prediction", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 128]}, "name": "cataract_prediction", "inbound_nodes": [{"args": [{"class_name": "__keras_tensor__", "config": {"shape": [null, 128], "dtype": "float32", "keras_history": ["medical_dropout3", 0, 0]}}], "kwargs": {}}]}], "input_layers": [["input", 0, 0]], "output_layers": [["cataract_prediction", 0, 0]]}, "registered_name": "Functional", "build_config": {"input_shape": null}, "compile_config": {"optimizer": {"module": "keras.optimizers", "class_name": "AdamW", "config": {"name": "adamw", "learning_rate": 0.0005647653015330434, "weight_decay": 0.02, "clipnorm": null, "global_clipnorm": null, "clipvalue": null, "use_ema": false, "ema_momentum": 0.99, "ema_overwrite_frequency": null, "loss_scale_factor": null, "gradient_accumulation_steps": null, "beta_1": 0.9, "beta_2": 0.999, "epsilon": 1e-07, "amsgrad": false}, "registered_name": null}, "loss": "binary_crossentropy", "loss_weights": null, "metrics": ["accuracy", "precision", "recall", "AUC"], "weighted_metrics": null, "run_eagerly": false, "steps_per_execution": 1, "jit_compile": true}}