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tensorflow.keras.src.engine.functional.Functional.f146ae69

tensorflow.keras.src.engine.functional.Functional.f146ae69

Visibility: public Uploaded 12-04-2024 by Hidden tensorflow==2.15.1 numpy>=1.6.1 scipy>=0.9 1 runs
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  • openml-python python tensorflow tensorflow_2.15.1
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Automatically created tensorflow flow.

Parameters

backenddefault: "tensorflow"
class_namedefault: "Functional"
configdefault: {"input_layers": [["input_3", 0, 0]], "name": "model", "output_layers": [["dense_22", 0, 0]], "trainable": true}
layer000_input_3default: {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 128, 128, 3], "dtype": "float32", "name": "input_3", "ragged": false, "sparse": false}, "inbound_nodes": [], "module": "keras.layers", "name": "input_3", "registered_name": null}
layer001_conv2d_5default: {"build_config": {"input_shape": [null, 128, 128, 3]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["input_3", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_5", "registered_name": null}
layer002_batch_normalization_5default: {"build_config": {"input_shape": [null, 64, 64, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_5", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_5", "registered_name": null}
layer003_activation_5default: {"build_config": {"input_shape": [null, 64, 64, 64]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_5", "trainable": true}, "inbound_nodes": [[["batch_normalization_5", 0, 0, {}]]], "module": "keras.layers", "name": "activation_5", "registered_name": null}
layer004_max_pooling2d_2default: {"build_config": {"input_shape": [null, 64, 64, 64]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_2", "padding": "same", "pool_size": [3, 3], "strides": [2, 2], "trainable": true}, "inbound_nodes": [[["activation_5", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_2", "registered_name": null}
layer005_conv2d_6default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["max_pooling2d_2", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_6", "registered_name": null}
layer006_batch_normalization_6default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_6", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_6", "registered_name": null}
layer007_activation_6default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "Activation", "config": {"activation": {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "LeakyReLU", "config": {"alpha": 0.20000000298023224, "dtype": "float32", "name": "leaky_re_lu_2", "trainable": true}, "module": "keras.layers", "registered_name": null}, "dtype": "float32", "name": "activation_6", "trainable": true}, "inbound_nodes": [[["batch_normalization_6", 0, 0, {}]]], "module": "keras.layers", "name": "activation_6", "registered_name": null}
layer008_conv2d_7default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_6", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_7", "registered_name": null}
layer009_batch_normalization_7default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_7", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_7", "registered_name": null}
layer010_global_average_pooling2d_1default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "global_average_pooling2d_1", "trainable": true}, "inbound_nodes": [[["batch_normalization_7", 0, 0, {}]]], "module": "keras.layers", "name": "global_average_pooling2d_1", "registered_name": null}
layer011_dense_2default: {"build_config": {"input_shape": [null, 64]}, "class_name": "Dense", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_2", "trainable": true, "units": 16, "use_bias": true}, "inbound_nodes": [[["global_average_pooling2d_1", 0, 0, {}]]], "module": "keras.layers", "name": "dense_2", "registered_name": null}
layer012_activation_7default: {"build_config": {"input_shape": [null, 16]}, "class_name": "Activation", "config": {"activation": {"build_config": {"input_shape": [null, 16]}, "class_name": "LeakyReLU", "config": {"alpha": 0.20000000298023224, "dtype": "float32", "name": "leaky_re_lu_3", "trainable": true}, "module": "keras.layers", "registered_name": null}, "dtype": "float32", "name": "activation_7", "trainable": true}, "inbound_nodes": [[["dense_2", 0, 0, {}]]], "module": "keras.layers", "name": "activation_7", "registered_name": null}
layer013_dense_3default: {"build_config": {"input_shape": [null, 16]}, "class_name": "Dense", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_3", "trainable": true, "units": 64, "use_bias": true}, "inbound_nodes": [[["activation_7", 0, 0, {}]]], "module": "keras.layers", "name": "dense_3", "registered_name": null}
layer014_activation_8default: {"build_config": {"input_shape": [null, 64]}, "class_name": "Activation", "config": {"activation": "sigmoid", "dtype": "float32", "name": "activation_8", "trainable": true}, "inbound_nodes": [[["dense_3", 0, 0, {}]]], "module": "keras.layers", "name": "activation_8", "registered_name": null}
layer015_reshapedefault: {"build_config": {"input_shape": [null, 64]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "reshape", "target_shape": [1, 1, 64], "trainable": true}, "inbound_nodes": [[["activation_8", 0, 0, {}]]], "module": "keras.layers", "name": "reshape", "registered_name": null}
layer016_multiplydefault: {"build_config": {"input_shape": [[null, 32, 32, 64], [null, 1, 1, 64]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "multiply", "trainable": true}, "inbound_nodes": [[["batch_normalization_7", 0, 0, {}], ["reshape", 0, 0, {}]]], "module": "keras.layers", "name": "multiply", "registered_name": null}
layer017_adddefault: {"build_config": {"input_shape": [[null, 32, 32, 64], [null, 32, 32, 64]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "add", "trainable": true}, "inbound_nodes": [[["multiply", 0, 0, {}], ["max_pooling2d_2", 0, 0, {}]]], "module": "keras.layers", "name": "add", "registered_name": null}
layer018_activation_9default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_9", "trainable": true}, "inbound_nodes": [[["add", 0, 0, {}]]], "module": "keras.layers", "name": "activation_9", "registered_name": null}
layer019_conv2d_8default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_9", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_8", "registered_name": null}
layer020_batch_normalization_8default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_8", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_8", "registered_name": null}
layer021_activation_10default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "Activation", "config": {"activation": {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "LeakyReLU", "config": {"alpha": 0.20000000298023224, "dtype": "float32", "name": "leaky_re_lu_4", "trainable": true}, "module": "keras.layers", "registered_name": null}, "dtype": "float32", "name": "activation_10", "trainable": true}, "inbound_nodes": [[["batch_normalization_8", 0, 0, {}]]], "module": "keras.layers", "name": "activation_10", "registered_name": null}
layer022_conv2d_9default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_10", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_9", "registered_name": null}
layer023_batch_normalization_9default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_9", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_9", "registered_name": null}
layer024_global_average_pooling2d_2default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "global_average_pooling2d_2", "trainable": true}, "inbound_nodes": [[["batch_normalization_9", 0, 0, {}]]], "module": "keras.layers", "name": "global_average_pooling2d_2", "registered_name": null}
layer025_dense_4default: {"build_config": {"input_shape": [null, 64]}, "class_name": "Dense", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_4", "trainable": true, "units": 16, "use_bias": true}, "inbound_nodes": [[["global_average_pooling2d_2", 0, 0, {}]]], "module": "keras.layers", "name": "dense_4", "registered_name": null}
layer026_activation_11default: {"build_config": {"input_shape": [null, 16]}, "class_name": "Activation", "config": {"activation": {"build_config": {"input_shape": [null, 16]}, "class_name": "LeakyReLU", "config": {"alpha": 0.20000000298023224, "dtype": "float32", "name": "leaky_re_lu_5", "trainable": true}, "module": "keras.layers", "registered_name": null}, "dtype": "float32", "name": "activation_11", "trainable": true}, "inbound_nodes": [[["dense_4", 0, 0, {}]]], "module": "keras.layers", "name": "activation_11", "registered_name": null}
layer027_dense_5default: {"build_config": {"input_shape": [null, 16]}, "class_name": "Dense", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_5", "trainable": true, "units": 64, "use_bias": true}, "inbound_nodes": [[["activation_11", 0, 0, {}]]], "module": "keras.layers", "name": "dense_5", "registered_name": null}
layer028_activation_12default: {"build_config": {"input_shape": [null, 64]}, "class_name": "Activation", "config": {"activation": "sigmoid", "dtype": "float32", "name": "activation_12", "trainable": true}, "inbound_nodes": [[["dense_5", 0, 0, {}]]], "module": "keras.layers", "name": "activation_12", "registered_name": null}
layer029_reshape_1default: {"build_config": {"input_shape": [null, 64]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "reshape_1", "target_shape": [1, 1, 64], "trainable": true}, "inbound_nodes": [[["activation_12", 0, 0, {}]]], "module": "keras.layers", "name": "reshape_1", "registered_name": null}
layer030_multiply_1default: {"build_config": {"input_shape": [[null, 32, 32, 64], [null, 1, 1, 64]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "multiply_1", "trainable": true}, "inbound_nodes": [[["batch_normalization_9", 0, 0, {}], ["reshape_1", 0, 0, {}]]], "module": "keras.layers", "name": "multiply_1", "registered_name": null}
layer031_add_1default: {"build_config": {"input_shape": [[null, 32, 32, 64], [null, 32, 32, 64]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "add_1", "trainable": true}, "inbound_nodes": [[["multiply_1", 0, 0, {}], ["activation_9", 0, 0, {}]]], "module": "keras.layers", "name": "add_1", "registered_name": null}
layer032_activation_13default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_13", "trainable": true}, "inbound_nodes": [[["add_1", 0, 0, {}]]], "module": "keras.layers", "name": "activation_13", "registered_name": null}
layer033_conv2d_10default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_13", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_10", "registered_name": null}
layer034_batch_normalization_10default: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_10", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_10", "registered_name": null}
layer035_activation_14default: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "Activation", "config": {"activation": {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "LeakyReLU", "config": {"alpha": 0.20000000298023224, "dtype": "float32", "name": "leaky_re_lu_6", "trainable": true}, "module": "keras.layers", "registered_name": null}, "dtype": "float32", "name": "activation_14", "trainable": true}, "inbound_nodes": [[["batch_normalization_10", 0, 0, {}]]], "module": "keras.layers", "name": "activation_14", "registered_name": null}
layer036_conv2d_11default: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_14", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_11", "registered_name": null}
layer037_batch_normalization_11default: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_11", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_11", "registered_name": null}
layer038_global_average_pooling2d_3default: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "global_average_pooling2d_3", "trainable": true}, "inbound_nodes": [[["batch_normalization_11", 0, 0, {}]]], "module": "keras.layers", "name": "global_average_pooling2d_3", "registered_name": null}
layer039_dense_6default: {"build_config": {"input_shape": [null, 128]}, "class_name": "Dense", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_6", "trainable": true, "units": 32, "use_bias": true}, "inbound_nodes": [[["global_average_pooling2d_3", 0, 0, {}]]], "module": "keras.layers", "name": "dense_6", "registered_name": null}
layer040_activation_15default: {"build_config": {"input_shape": [null, 32]}, "class_name": "Activation", "config": {"activation": {"build_config": {"input_shape": [null, 32]}, "class_name": "LeakyReLU", "config": {"alpha": 0.20000000298023224, "dtype": "float32", "name": "leaky_re_lu_7", "trainable": true}, "module": "keras.layers", "registered_name": null}, "dtype": "float32", "name": "activation_15", "trainable": true}, "inbound_nodes": [[["dense_6", 0, 0, {}]]], "module": "keras.layers", "name": "activation_15", "registered_name": null}
layer041_dense_7default: {"build_config": {"input_shape": [null, 32]}, "class_name": "Dense", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_7", "trainable": true, "units": 128, "use_bias": true}, "inbound_nodes": [[["activation_15", 0, 0, {}]]], "module": "keras.layers", "name": "dense_7", "registered_name": null}
layer042_activation_16default: {"build_config": {"input_shape": [null, 128]}, "class_name": "Activation", "config": {"activation": "sigmoid", "dtype": "float32", "name": "activation_16", "trainable": true}, "inbound_nodes": [[["dense_7", 0, 0, {}]]], "module": "keras.layers", "name": "activation_16", "registered_name": null}
layer043_reshape_2default: {"build_config": {"input_shape": [null, 128]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "reshape_2", "target_shape": [1, 1, 128], "trainable": true}, "inbound_nodes": [[["activation_16", 0, 0, {}]]], "module": "keras.layers", "name": "reshape_2", "registered_name": null}
layer044_conv2d_12default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_13", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_12", "registered_name": null}
layer045_multiply_2default: {"build_config": {"input_shape": [[null, 16, 16, 128], [null, 1, 1, 128]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "multiply_2", "trainable": true}, "inbound_nodes": [[["batch_normalization_11", 0, 0, {}], ["reshape_2", 0, 0, {}]]], "module": "keras.layers", "name": "multiply_2", "registered_name": null}
layer046_batch_normalization_12default: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_12", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_12", "registered_name": null}
layer047_add_2default: {"build_config": {"input_shape": [[null, 16, 16, 128], [null, 16, 16, 128]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "add_2", "trainable": true}, "inbound_nodes": [[["multiply_2", 0, 0, {}], ["batch_normalization_12", 0, 0, {}]]], "module": "keras.layers", "name": "add_2", "registered_name": null}
layer048_activation_17default: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_17", "trainable": true}, "inbound_nodes": [[["add_2", 0, 0, {}]]], "module": "keras.layers", "name": "activation_17", "registered_name": null}
layer049_conv2d_13default: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_17", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_13", "registered_name": null}
layer050_batch_normalization_13default: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_13", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_13", "registered_name": null}
layer051_activation_18default: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "Activation", "config": {"activation": {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "LeakyReLU", "config": {"alpha": 0.20000000298023224, "dtype": "float32", "name": "leaky_re_lu_8", "trainable": true}, "module": "keras.layers", "registered_name": null}, "dtype": "float32", "name": "activation_18", "trainable": true}, "inbound_nodes": [[["batch_normalization_13", 0, 0, {}]]], "module": "keras.layers", "name": "activation_18", "registered_name": null}
layer052_conv2d_14default: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_18", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_14", "registered_name": null}
layer053_batch_normalization_14default: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_14", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_14", "registered_name": null}
layer054_global_average_pooling2d_4default: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "global_average_pooling2d_4", "trainable": true}, "inbound_nodes": [[["batch_normalization_14", 0, 0, {}]]], "module": "keras.layers", "name": "global_average_pooling2d_4", "registered_name": null}
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layer113_batch_normalization_24default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_24", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_24", "registered_name": null}
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layer115_activation_36default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_36", "trainable": true}, "inbound_nodes": [[["add_6", 0, 0, {}]]], "module": "keras.layers", "name": "activation_36", "registered_name": null}
layer116_conv2d_25default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_36", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_25", "registered_name": null}
layer117_batch_normalization_25default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_25", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_25", "registered_name": null}
layer118_activation_37default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "Activation", "config": {"activation": {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "LeakyReLU", "config": {"alpha": 0.20000000298023224, "dtype": "float32", "name": "leaky_re_lu_19", "trainable": true}, "module": "keras.layers", "registered_name": null}, "dtype": "float32", "name": "activation_37", "trainable": true}, "inbound_nodes": [[["batch_normalization_25", 0, 0, {}]]], "module": "keras.layers", "name": "activation_37", "registered_name": null}
layer119_conv2d_26default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_37", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_26", "registered_name": null}
layer120_batch_normalization_26default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_26", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_26", "registered_name": null}
layer121_activation_38default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "Activation", "config": {"activation": {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "LeakyReLU", "config": {"alpha": 0.20000000298023224, "dtype": "float32", "name": "leaky_re_lu_20", "trainable": true}, "module": "keras.layers", "registered_name": null}, "dtype": "float32", "name": "activation_38", "trainable": true}, "inbound_nodes": [[["batch_normalization_26", 0, 0, {}]]], "module": "keras.layers", "name": "activation_38", "registered_name": null}
layer122_global_average_pooling2d_8default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "global_average_pooling2d_8", "trainable": true}, "inbound_nodes": [[["activation_38", 0, 0, {}]]], "module": "keras.layers", "name": "global_average_pooling2d_8", "registered_name": null}
layer123_dense_16default: {"build_config": {"input_shape": [null, 256]}, "class_name": "Dense", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_16", "trainable": true, "units": 32, "use_bias": true}, "inbound_nodes": [[["global_average_pooling2d_8", 0, 0, {}]]], "module": "keras.layers", "name": "dense_16", "registered_name": null}
layer124_activation_39default: {"build_config": {"input_shape": [null, 32]}, "class_name": "Activation", "config": {"activation": {"build_config": {"input_shape": [null, 32]}, "class_name": "LeakyReLU", "config": {"alpha": 0.20000000298023224, "dtype": "float32", "name": "leaky_re_lu_21", "trainable": true}, "module": "keras.layers", "registered_name": null}, "dtype": "float32", "name": "activation_39", "trainable": true}, "inbound_nodes": [[["dense_16", 0, 0, {}]]], "module": "keras.layers", "name": "activation_39", "registered_name": null}
layer125_dense_17default: {"build_config": {"input_shape": [null, 32]}, "class_name": "Dense", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_17", "trainable": true, "units": 256, "use_bias": true}, "inbound_nodes": [[["activation_39", 0, 0, {}]]], "module": "keras.layers", "name": "dense_17", "registered_name": null}
layer126_activation_40default: {"build_config": {"input_shape": [null, 256]}, "class_name": "Activation", "config": {"activation": "sigmoid", "dtype": "float32", "name": "activation_40", "trainable": true}, "inbound_nodes": [[["dense_17", 0, 0, {}]]], "module": "keras.layers", "name": "activation_40", "registered_name": null}
layer127_reshape_7default: {"build_config": {"input_shape": [null, 256]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "reshape_7", "target_shape": [1, 1, 256], "trainable": true}, "inbound_nodes": [[["activation_40", 0, 0, {}]]], "module": "keras.layers", "name": "reshape_7", "registered_name": null}
layer128_multiply_7default: {"build_config": {"input_shape": [[null, 8, 8, 256], [null, 1, 1, 256]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "multiply_7", "trainable": true}, "inbound_nodes": [[["activation_38", 0, 0, {}], ["reshape_7", 0, 0, {}]]], "module": "keras.layers", "name": "multiply_7", "registered_name": null}
layer129_conv2d_27default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["multiply_7", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_27", "registered_name": null}
layer130_batch_normalization_27default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_27", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_27", "registered_name": null}
layer131_add_7default: {"build_config": {"input_shape": [[null, 8, 8, 256], [null, 8, 8, 256]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "add_7", "trainable": true}, "inbound_nodes": [[["batch_normalization_27", 0, 0, {}], ["activation_36", 0, 0, {}]]], "module": "keras.layers", "name": "add_7", "registered_name": null}
layer132_activation_41default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_41", "trainable": true}, "inbound_nodes": [[["add_7", 0, 0, {}]]], "module": "keras.layers", "name": "activation_41", "registered_name": null}
layer133_conv2d_28default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_41", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_28", "registered_name": null}
layer134_batch_normalization_28default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_28", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_28", "registered_name": null}
layer135_activation_42default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "Activation", "config": {"activation": {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "LeakyReLU", "config": {"alpha": 0.20000000298023224, "dtype": "float32", "name": "leaky_re_lu_22", "trainable": true}, "module": "keras.layers", "registered_name": null}, "dtype": "float32", "name": "activation_42", "trainable": true}, "inbound_nodes": [[["batch_normalization_28", 0, 0, {}]]], "module": "keras.layers", "name": "activation_42", "registered_name": null}
layer136_conv2d_29default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_42", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_29", "registered_name": null}
layer137_batch_normalization_29default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_29", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_29", "registered_name": null}
layer138_activation_43default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "Activation", "config": {"activation": {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "LeakyReLU", "config": {"alpha": 0.20000000298023224, "dtype": "float32", "name": "leaky_re_lu_23", "trainable": true}, "module": "keras.layers", "registered_name": null}, "dtype": "float32", "name": "activation_43", "trainable": true}, "inbound_nodes": [[["batch_normalization_29", 0, 0, {}]]], "module": "keras.layers", "name": "activation_43", "registered_name": null}
layer139_global_average_pooling2d_9default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "global_average_pooling2d_9", "trainable": true}, "inbound_nodes": [[["activation_43", 0, 0, {}]]], "module": "keras.layers", "name": "global_average_pooling2d_9", "registered_name": null}
layer140_dense_18default: {"build_config": {"input_shape": [null, 256]}, "class_name": "Dense", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_18", "trainable": true, "units": 32, "use_bias": true}, "inbound_nodes": [[["global_average_pooling2d_9", 0, 0, {}]]], "module": "keras.layers", "name": "dense_18", "registered_name": null}
layer141_activation_44default: {"build_config": {"input_shape": [null, 32]}, "class_name": "Activation", "config": {"activation": {"build_config": {"input_shape": [null, 32]}, "class_name": "LeakyReLU", "config": {"alpha": 0.20000000298023224, "dtype": "float32", "name": "leaky_re_lu_24", "trainable": true}, "module": "keras.layers", "registered_name": null}, "dtype": "float32", "name": "activation_44", "trainable": true}, "inbound_nodes": [[["dense_18", 0, 0, {}]]], "module": "keras.layers", "name": "activation_44", "registered_name": null}
layer142_dense_19default: {"build_config": {"input_shape": [null, 32]}, "class_name": "Dense", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_19", "trainable": true, "units": 256, "use_bias": true}, "inbound_nodes": [[["activation_44", 0, 0, {}]]], "module": "keras.layers", "name": "dense_19", "registered_name": null}
layer143_activation_45default: {"build_config": {"input_shape": [null, 256]}, "class_name": "Activation", "config": {"activation": "sigmoid", "dtype": "float32", "name": "activation_45", "trainable": true}, "inbound_nodes": [[["dense_19", 0, 0, {}]]], "module": "keras.layers", "name": "activation_45", "registered_name": null}
layer144_reshape_8default: {"build_config": {"input_shape": [null, 256]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "reshape_8", "target_shape": [1, 1, 256], "trainable": true}, "inbound_nodes": [[["activation_45", 0, 0, {}]]], "module": "keras.layers", "name": "reshape_8", "registered_name": null}
layer145_multiply_8default: {"build_config": {"input_shape": [[null, 8, 8, 256], [null, 1, 1, 256]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "multiply_8", "trainable": true}, "inbound_nodes": [[["activation_43", 0, 0, {}], ["reshape_8", 0, 0, {}]]], "module": "keras.layers", "name": "multiply_8", "registered_name": null}
layer146_conv2d_30default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["multiply_8", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_30", "registered_name": null}
layer147_batch_normalization_30default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_30", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_30", "registered_name": null}
layer148_add_8default: {"build_config": {"input_shape": [[null, 8, 8, 256], [null, 8, 8, 256]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "add_8", "trainable": true}, "inbound_nodes": [[["batch_normalization_30", 0, 0, {}], ["activation_41", 0, 0, {}]]], "module": "keras.layers", "name": "add_8", "registered_name": null}
layer149_activation_46default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_46", "trainable": true}, "inbound_nodes": [[["add_8", 0, 0, {}]]], "module": "keras.layers", "name": "activation_46", "registered_name": null}
layer150_global_average_pooling2d_10default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "global_average_pooling2d_10", "trainable": true}, "inbound_nodes": [[["activation_46", 0, 0, {}]]], "module": "keras.layers", "name": "global_average_pooling2d_10", "registered_name": null}
layer151_dense_20default: {"build_config": {"input_shape": [null, 256]}, "class_name": "Dense", "config": {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_20", "trainable": true, "units": 1024, "use_bias": true}, "inbound_nodes": [[["global_average_pooling2d_10", 0, 0, {}]]], "module": "keras.layers", "name": "dense_20", "registered_name": null}
layer152_dropoutdefault: {"build_config": {"input_shape": [null, 1024]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout", "noise_shape": null, "rate": 0.5, "seed": null, "trainable": true}, "inbound_nodes": [[["dense_20", 0, 0, {}]]], "module": "keras.layers", "name": "dropout", "registered_name": null}
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layer154_dropout_1default: {"build_config": {"input_shape": [null, 256]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_1", "noise_shape": null, "rate": 0.5, "seed": null, "trainable": true}, "inbound_nodes": [[["dense_21", 0, 0, {}]]], "module": "keras.layers", "name": "dropout_1", "registered_name": null}
layer155_dense_22default: {"build_config": {"input_shape": [null, 256]}, "class_name": "Dense", "config": {"activation": "softmax", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_22", "trainable": true, "units": 67, "use_bias": true}, "inbound_nodes": [[["dropout_1", 0, 0, {}]]], "module": "keras.layers", "name": "dense_22", "registered_name": null}
optimizerdefault: {"loss": "categorical_crossentropy", "metrics": [], "optimizer_config": {"class_name": "Adam", "config": {"amsgrad": false, "beta_1": 0.9, "beta_2": 0.999, "clipnorm": null, "clipvalue": null, "ema_momentum": 0.99, "ema_overwrite_frequency": null, "epsilon": 1e-07, "global_clipnorm": null, "is_legacy_optimizer": false, "jit_compile": false, "learning_rate": 0.0010000000474974513, "name": "Adam", "use_ema": false, "weight_decay": null}}}
tensorflow_versiondefault: "2.15.1"

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