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tensorflow.keras.src.engine.functional.Functional.fbb88c67

tensorflow.keras.src.engine.functional.Functional.fbb88c67

Visibility: public Uploaded 04-04-2024 by Hidden tensorflow==2.15.0 numpy>=1.6.1 scipy>=0.9 1 runs
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  • openml-python python tensorflow tensorflow_2.15.0
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Automatically created tensorflow flow.

Parameters

backenddefault: "tensorflow"
class_namedefault: "Functional"
configdefault: {"input_layers": [["input_2", 0, 0]], "name": "model", "output_layers": [["dense_1", 0, 0]], "trainable": true}
layer000_input_2default: {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 229, 229, 3], "dtype": "float32", "name": "input_2", "ragged": false, "sparse": false}, "inbound_nodes": [], "module": "keras.layers", "name": "input_2", "registered_name": null}
layer001_conv2ddefault: {"build_config": {"input_shape": [null, 229, 229, 3]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["input_2", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d", "registered_name": null}
layer002_batch_normalizationdefault: {"build_config": {"input_shape": [null, 114, 114, 32]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization", "registered_name": null}
layer003_activationdefault: {"build_config": {"input_shape": [null, 114, 114, 32]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation", "trainable": false}, "inbound_nodes": [[["batch_normalization", 0, 0, {}]]], "module": "keras.layers", "name": "activation", "registered_name": null}
layer004_conv2d_1default: {"build_config": {"input_shape": [null, 114, 114, 32]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_1", "registered_name": null}
layer005_batch_normalization_1default: {"build_config": {"input_shape": [null, 112, 112, 32]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_1", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_1", "registered_name": null}
layer006_activation_1default: {"build_config": {"input_shape": [null, 112, 112, 32]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_1", "trainable": false}, "inbound_nodes": [[["batch_normalization_1", 0, 0, {}]]], "module": "keras.layers", "name": "activation_1", "registered_name": null}
layer007_conv2d_2default: {"build_config": {"input_shape": [null, 112, 112, 32]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_1", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_2", "registered_name": null}
layer008_batch_normalization_2default: {"build_config": {"input_shape": [null, 112, 112, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_2", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_2", "registered_name": null}
layer009_activation_2default: {"build_config": {"input_shape": [null, 112, 112, 64]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_2", "trainable": false}, "inbound_nodes": [[["batch_normalization_2", 0, 0, {}]]], "module": "keras.layers", "name": "activation_2", "registered_name": null}
layer010_max_pooling2ddefault: {"build_config": {"input_shape": [null, 112, 112, 64]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d", "padding": "valid", "pool_size": [3, 3], "strides": [2, 2], "trainable": false}, "inbound_nodes": [[["activation_2", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d", "registered_name": null}
layer011_conv2d_3default: {"build_config": {"input_shape": [null, 55, 55, 64]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["max_pooling2d", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_3", "registered_name": null}
layer012_batch_normalization_3default: {"build_config": {"input_shape": [null, 55, 55, 80]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_3", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_3", "registered_name": null}
layer013_activation_3default: {"build_config": {"input_shape": [null, 55, 55, 80]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_3", "trainable": false}, "inbound_nodes": [[["batch_normalization_3", 0, 0, {}]]], "module": "keras.layers", "name": "activation_3", "registered_name": null}
layer014_conv2d_4default: {"build_config": {"input_shape": [null, 55, 55, 80]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_3", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_4", "registered_name": null}
layer015_batch_normalization_4default: {"build_config": {"input_shape": [null, 53, 53, 192]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_4", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_4", "registered_name": null}
layer016_activation_4default: {"build_config": {"input_shape": [null, 53, 53, 192]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_4", "trainable": false}, "inbound_nodes": [[["batch_normalization_4", 0, 0, {}]]], "module": "keras.layers", "name": "activation_4", "registered_name": null}
layer017_max_pooling2d_1default: {"build_config": {"input_shape": [null, 53, 53, 192]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_1", "padding": "valid", "pool_size": [3, 3], "strides": [2, 2], "trainable": false}, "inbound_nodes": [[["activation_4", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_1", "registered_name": null}
layer018_conv2d_8default: {"build_config": {"input_shape": [null, 26, 26, 192]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["max_pooling2d_1", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_8", "registered_name": null}
layer019_batch_normalization_8default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_8", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_8", "registered_name": null}
layer020_activation_8default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_8", "trainable": false}, "inbound_nodes": [[["batch_normalization_8", 0, 0, {}]]], "module": "keras.layers", "name": "activation_8", "registered_name": null}
layer021_conv2d_6default: {"build_config": {"input_shape": [null, 26, 26, 192]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["max_pooling2d_1", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_6", "registered_name": null}
layer022_conv2d_9default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_8", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_9", "registered_name": null}
layer023_batch_normalization_6default: {"build_config": {"input_shape": [null, 26, 26, 48]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_6", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_6", "registered_name": null}
layer024_batch_normalization_9default: {"build_config": {"input_shape": [null, 26, 26, 96]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_9", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_9", "registered_name": null}
layer025_activation_6default: {"build_config": {"input_shape": [null, 26, 26, 48]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_6", "trainable": false}, "inbound_nodes": [[["batch_normalization_6", 0, 0, {}]]], "module": "keras.layers", "name": "activation_6", "registered_name": null}
layer026_activation_9default: {"build_config": {"input_shape": [null, 26, 26, 96]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_9", "trainable": false}, "inbound_nodes": [[["batch_normalization_9", 0, 0, {}]]], "module": "keras.layers", "name": "activation_9", "registered_name": null}
layer027_average_pooling2ddefault: {"build_config": {"input_shape": [null, 26, 26, 192]}, "class_name": "AveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "average_pooling2d", "padding": "same", "pool_size": [3, 3], "strides": [1, 1], "trainable": false}, "inbound_nodes": [[["max_pooling2d_1", 0, 0, {}]]], "module": "keras.layers", "name": "average_pooling2d", "registered_name": null}
layer028_conv2d_5default: {"build_config": {"input_shape": [null, 26, 26, 192]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["max_pooling2d_1", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_5", "registered_name": null}
layer029_conv2d_7default: {"build_config": {"input_shape": [null, 26, 26, 48]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_6", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_7", "registered_name": null}
layer030_conv2d_10default: {"build_config": {"input_shape": [null, 26, 26, 96]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_9", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_10", "registered_name": null}
layer031_conv2d_11default: {"build_config": {"input_shape": [null, 26, 26, 192]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["average_pooling2d", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_11", "registered_name": null}
layer032_batch_normalization_5default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_5", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_5", "registered_name": null}
layer033_batch_normalization_7default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_7", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_7", "registered_name": null}
layer034_batch_normalization_10default: {"build_config": {"input_shape": [null, 26, 26, 96]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_10", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_10", "registered_name": null}
layer035_batch_normalization_11default: {"build_config": {"input_shape": [null, 26, 26, 32]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_11", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_11", "registered_name": null}
layer036_activation_5default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_5", "trainable": false}, "inbound_nodes": [[["batch_normalization_5", 0, 0, {}]]], "module": "keras.layers", "name": "activation_5", "registered_name": null}
layer037_activation_7default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_7", "trainable": false}, "inbound_nodes": [[["batch_normalization_7", 0, 0, {}]]], "module": "keras.layers", "name": "activation_7", "registered_name": null}
layer038_activation_10default: {"build_config": {"input_shape": [null, 26, 26, 96]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_10", "trainable": false}, "inbound_nodes": [[["batch_normalization_10", 0, 0, {}]]], "module": "keras.layers", "name": "activation_10", "registered_name": null}
layer039_activation_11default: {"build_config": {"input_shape": [null, 26, 26, 32]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_11", "trainable": false}, "inbound_nodes": [[["batch_normalization_11", 0, 0, {}]]], "module": "keras.layers", "name": "activation_11", "registered_name": null}
layer040_mixed0default: {"build_config": {"input_shape": [[null, 26, 26, 64], [null, 26, 26, 64], [null, 26, 26, 96], [null, 26, 26, 32]]}, "class_name": "Concatenate", "config": {"axis": 3, "dtype": "float32", "name": "mixed0", "trainable": false}, "inbound_nodes": [[["activation_5", 0, 0, {}], ["activation_7", 0, 0, {}], ["activation_10", 0, 0, {}], ["activation_11", 0, 0, {}]]], "module": "keras.layers", "name": "mixed0", "registered_name": null}
layer041_conv2d_15default: {"build_config": {"input_shape": [null, 26, 26, 256]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["mixed0", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_15", "registered_name": null}
layer042_batch_normalization_15default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_15", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_15", "registered_name": null}
layer043_activation_15default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_15", "trainable": false}, "inbound_nodes": [[["batch_normalization_15", 0, 0, {}]]], "module": "keras.layers", "name": "activation_15", "registered_name": null}
layer044_conv2d_13default: {"build_config": {"input_shape": [null, 26, 26, 256]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["mixed0", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_13", "registered_name": null}
layer045_conv2d_16default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_15", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_16", "registered_name": null}
layer046_batch_normalization_13default: {"build_config": {"input_shape": [null, 26, 26, 48]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_13", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_13", "registered_name": null}
layer047_batch_normalization_16default: {"build_config": {"input_shape": [null, 26, 26, 96]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_16", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_16", "registered_name": null}
layer048_activation_13default: {"build_config": {"input_shape": [null, 26, 26, 48]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_13", "trainable": false}, "inbound_nodes": [[["batch_normalization_13", 0, 0, {}]]], "module": "keras.layers", "name": "activation_13", "registered_name": null}
layer049_activation_16default: {"build_config": {"input_shape": [null, 26, 26, 96]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_16", "trainable": false}, "inbound_nodes": [[["batch_normalization_16", 0, 0, {}]]], "module": "keras.layers", "name": "activation_16", "registered_name": null}
layer050_average_pooling2d_1default: {"build_config": {"input_shape": [null, 26, 26, 256]}, "class_name": "AveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "average_pooling2d_1", "padding": "same", "pool_size": [3, 3], "strides": [1, 1], "trainable": false}, "inbound_nodes": [[["mixed0", 0, 0, {}]]], "module": "keras.layers", "name": "average_pooling2d_1", "registered_name": null}
layer051_conv2d_12default: {"build_config": {"input_shape": [null, 26, 26, 256]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["mixed0", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_12", "registered_name": null}
layer052_conv2d_14default: {"build_config": {"input_shape": [null, 26, 26, 48]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_13", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_14", "registered_name": null}
layer053_conv2d_17default: {"build_config": {"input_shape": [null, 26, 26, 96]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_16", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_17", "registered_name": null}
layer054_conv2d_18default: {"build_config": {"input_shape": [null, 26, 26, 256]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["average_pooling2d_1", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_18", "registered_name": null}
layer055_batch_normalization_12default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_12", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_12", "registered_name": null}
layer056_batch_normalization_14default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_14", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_14", "registered_name": null}
layer057_batch_normalization_17default: {"build_config": {"input_shape": [null, 26, 26, 96]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_17", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_17", "registered_name": null}
layer058_batch_normalization_18default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_18", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_18", "registered_name": null}
layer059_activation_12default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_12", "trainable": false}, "inbound_nodes": [[["batch_normalization_12", 0, 0, {}]]], "module": "keras.layers", "name": "activation_12", "registered_name": null}
layer060_activation_14default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_14", "trainable": false}, "inbound_nodes": [[["batch_normalization_14", 0, 0, {}]]], "module": "keras.layers", "name": "activation_14", "registered_name": null}
layer061_activation_17default: {"build_config": {"input_shape": [null, 26, 26, 96]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_17", "trainable": false}, "inbound_nodes": [[["batch_normalization_17", 0, 0, {}]]], "module": "keras.layers", "name": "activation_17", "registered_name": null}
layer062_activation_18default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_18", "trainable": false}, "inbound_nodes": [[["batch_normalization_18", 0, 0, {}]]], "module": "keras.layers", "name": "activation_18", "registered_name": null}
layer063_mixed1default: {"build_config": {"input_shape": [[null, 26, 26, 64], [null, 26, 26, 64], [null, 26, 26, 96], [null, 26, 26, 64]]}, "class_name": "Concatenate", "config": {"axis": 3, "dtype": "float32", "name": "mixed1", "trainable": false}, "inbound_nodes": [[["activation_12", 0, 0, {}], ["activation_14", 0, 0, {}], ["activation_17", 0, 0, {}], ["activation_18", 0, 0, {}]]], "module": "keras.layers", "name": "mixed1", "registered_name": null}
layer064_conv2d_22default: {"build_config": {"input_shape": [null, 26, 26, 288]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["mixed1", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_22", "registered_name": null}
layer065_batch_normalization_22default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_22", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_22", "registered_name": null}
layer066_activation_22default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "activation_22", "trainable": false}, "inbound_nodes": [[["batch_normalization_22", 0, 0, {}]]], "module": "keras.layers", "name": "activation_22", "registered_name": null}
layer067_conv2d_20default: {"build_config": {"input_shape": [null, 26, 26, 288]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["mixed1", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_20", "registered_name": null}
layer068_conv2d_23default: {"build_config": {"input_shape": [null, 26, 26, 64]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["activation_22", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_23", "registered_name": null}
layer069_batch_normalization_20default: {"build_config": {"input_shape": [null, 26, 26, 48]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_20", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_20", "registered_name": null}
layer070_batch_normalization_23default: {"build_config": {"input_shape": [null, 26, 26, 96]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_23", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_23", "registered_name": null}
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optimizerdefault: {"loss": "categorical_crossentropy", "metrics": [], "optimizer_config": {"class_name": "RMSprop", "config": {"centered": false, "clipnorm": null, "clipvalue": null, "ema_momentum": 0.99, "ema_overwrite_frequency": 100, "epsilon": 1e-07, "global_clipnorm": null, "is_legacy_optimizer": false, "jit_compile": true, "learning_rate": 0.0010000000474974513, "momentum": 0.0, "name": "RMSprop", "rho": 0.9, "use_ema": false, "weight_decay": null}}}
tensorflow_versiondefault: "2.15.0"

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