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tensorflow.keras.src.engine.functional.Functional.21e8f909

tensorflow.keras.src.engine.functional.Functional.21e8f909

Visibility: public Uploaded 15-04-2024 by Hidden tensorflow==2.15.1 numpy>=1.6.1 scipy>=0.9 0 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_11", 0, 0]], "name": "model_5", "output_layers": [["dense_14", 0, 0]], "trainable": true}
layer000_input_11default: {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 299, 299, 3], "dtype": "float32", "name": "input_11", "ragged": false, "sparse": false}, "inbound_nodes": [], "module": "keras.layers", "name": "input_11", "registered_name": null}
layer001_block1_conv1default: {"build_config": {"input_shape": [null, 299, 299, 3]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["input_11", 0, 0, {}]]], "module": "keras.layers", "name": "block1_conv1", "registered_name": null}
layer002_block1_conv1_bndefault: {"build_config": {"input_shape": [null, 149, 149, 32]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block1_conv1", 0, 0, {}]]], "module": "keras.layers", "name": "block1_conv1_bn", "registered_name": null}
layer003_block1_conv1_actdefault: {"build_config": {"input_shape": [null, 149, 149, 32]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "block1_conv1_act", "trainable": false}, "inbound_nodes": [[["block1_conv1_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block1_conv1_act", "registered_name": null}
layer004_block1_conv2default: {"build_config": {"input_shape": [null, 149, 149, 32]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block1_conv1_act", 0, 0, {}]]], "module": "keras.layers", "name": "block1_conv2", "registered_name": null}
layer005_block1_conv2_bndefault: {"build_config": {"input_shape": [null, 147, 147, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block1_conv2", 0, 0, {}]]], "module": "keras.layers", "name": "block1_conv2_bn", "registered_name": null}
layer006_block1_conv2_actdefault: {"build_config": {"input_shape": [null, 147, 147, 64]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "block1_conv2_act", "trainable": false}, "inbound_nodes": [[["block1_conv2_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block1_conv2_act", "registered_name": null}
layer007_block2_sepconv1default: {"build_config": {"input_shape": [null, 147, 147, 64]}, "class_name": "SeparableConv2D", "config": "linear", "inbound_nodes": [[["block1_conv2_act", 0, 0, {}]]], "module": "keras.layers", "name": "block2_sepconv1", "registered_name": null}
layer008_block2_sepconv1_bndefault: {"build_config": {"input_shape": [null, 147, 147, 128]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2_sepconv1", 0, 0, {}]]], "module": "keras.layers", "name": "block2_sepconv1_bn", "registered_name": null}
layer009_block2_sepconv2_actdefault: {"build_config": {"input_shape": [null, 147, 147, 128]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "block2_sepconv2_act", "trainable": false}, "inbound_nodes": [[["block2_sepconv1_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2_sepconv2_act", "registered_name": null}
layer010_block2_sepconv2default: {"build_config": {"input_shape": [null, 147, 147, 128]}, "class_name": "SeparableConv2D", "config": "linear", "inbound_nodes": [[["block2_sepconv2_act", 0, 0, {}]]], "module": "keras.layers", "name": "block2_sepconv2", "registered_name": null}
layer011_block2_sepconv2_bndefault: {"build_config": {"input_shape": [null, 147, 147, 128]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2_sepconv2", 0, 0, {}]]], "module": "keras.layers", "name": "block2_sepconv2_bn", "registered_name": null}
layer012_conv2d_40default: {"build_config": {"input_shape": [null, 147, 147, 64]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block1_conv2_act", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_40", "registered_name": null}
layer013_block2_pooldefault: {"build_config": {"input_shape": [null, 147, 147, 128]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "block2_pool", "padding": "same", "pool_size": [3, 3], "strides": [2, 2], "trainable": false}, "inbound_nodes": [[["block2_sepconv2_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2_pool", "registered_name": null}
layer014_batch_normalization_47default: {"build_config": {"input_shape": [null, 74, 74, 128]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_40", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_47", "registered_name": null}
layer015_add_120default: {"build_config": {"input_shape": [[null, 74, 74, 128], [null, 74, 74, 128]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "add_120", "trainable": false}, "inbound_nodes": [[["block2_pool", 0, 0, {}], ["batch_normalization_47", 0, 0, {}]]], "module": "keras.layers", "name": "add_120", "registered_name": null}
layer016_block3_sepconv1_actdefault: {"build_config": {"input_shape": [null, 74, 74, 128]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "block3_sepconv1_act", "trainable": false}, "inbound_nodes": [[["add_120", 0, 0, {}]]], "module": "keras.layers", "name": "block3_sepconv1_act", "registered_name": null}
layer017_block3_sepconv1default: {"build_config": {"input_shape": [null, 74, 74, 128]}, "class_name": "SeparableConv2D", "config": "linear", "inbound_nodes": [[["block3_sepconv1_act", 0, 0, {}]]], "module": "keras.layers", "name": "block3_sepconv1", "registered_name": null}
layer018_block3_sepconv1_bndefault: {"build_config": {"input_shape": [null, 74, 74, 256]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3_sepconv1", 0, 0, {}]]], "module": "keras.layers", "name": "block3_sepconv1_bn", "registered_name": null}
layer019_block3_sepconv2_actdefault: {"build_config": {"input_shape": [null, 74, 74, 256]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "block3_sepconv2_act", "trainable": false}, "inbound_nodes": [[["block3_sepconv1_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3_sepconv2_act", "registered_name": null}
layer020_block3_sepconv2default: {"build_config": {"input_shape": [null, 74, 74, 256]}, "class_name": "SeparableConv2D", "config": "linear", "inbound_nodes": [[["block3_sepconv2_act", 0, 0, {}]]], "module": "keras.layers", "name": "block3_sepconv2", "registered_name": null}
layer021_block3_sepconv2_bndefault: {"build_config": {"input_shape": [null, 74, 74, 256]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3_sepconv2", 0, 0, {}]]], "module": "keras.layers", "name": "block3_sepconv2_bn", "registered_name": null}
layer022_conv2d_41default: {"build_config": {"input_shape": [null, 74, 74, 128]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["add_120", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_41", "registered_name": null}
layer023_block3_pooldefault: {"build_config": {"input_shape": [null, 74, 74, 256]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "block3_pool", "padding": "same", "pool_size": [3, 3], "strides": [2, 2], "trainable": false}, "inbound_nodes": [[["block3_sepconv2_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3_pool", "registered_name": null}
layer024_batch_normalization_48default: {"build_config": {"input_shape": [null, 37, 37, 256]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_41", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_48", "registered_name": null}
layer025_add_121default: {"build_config": {"input_shape": [[null, 37, 37, 256], [null, 37, 37, 256]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "add_121", "trainable": false}, "inbound_nodes": [[["block3_pool", 0, 0, {}], ["batch_normalization_48", 0, 0, {}]]], "module": "keras.layers", "name": "add_121", "registered_name": null}
layer026_block4_sepconv1_actdefault: {"build_config": {"input_shape": [null, 37, 37, 256]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "block4_sepconv1_act", "trainable": false}, "inbound_nodes": [[["add_121", 0, 0, {}]]], "module": "keras.layers", "name": "block4_sepconv1_act", "registered_name": null}
layer027_block4_sepconv1default: {"build_config": {"input_shape": [null, 37, 37, 256]}, "class_name": "SeparableConv2D", "config": "linear", "inbound_nodes": [[["block4_sepconv1_act", 0, 0, {}]]], "module": "keras.layers", "name": "block4_sepconv1", "registered_name": null}
layer028_block4_sepconv1_bndefault: {"build_config": {"input_shape": [null, 37, 37, 728]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block4_sepconv1", 0, 0, {}]]], "module": "keras.layers", "name": "block4_sepconv1_bn", "registered_name": null}
layer029_block4_sepconv2_actdefault: {"build_config": {"input_shape": [null, 37, 37, 728]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "block4_sepconv2_act", "trainable": false}, "inbound_nodes": [[["block4_sepconv1_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block4_sepconv2_act", "registered_name": null}
layer030_block4_sepconv2default: {"build_config": {"input_shape": [null, 37, 37, 728]}, "class_name": "SeparableConv2D", "config": "linear", "inbound_nodes": [[["block4_sepconv2_act", 0, 0, {}]]], "module": "keras.layers", "name": "block4_sepconv2", "registered_name": null}
layer031_block4_sepconv2_bndefault: {"build_config": {"input_shape": [null, 37, 37, 728]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block4_sepconv2", 0, 0, {}]]], "module": "keras.layers", "name": "block4_sepconv2_bn", "registered_name": null}
layer032_conv2d_42default: {"build_config": {"input_shape": [null, 37, 37, 256]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["add_121", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_42", "registered_name": null}
layer033_block4_pooldefault: {"build_config": {"input_shape": [null, 37, 37, 728]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "block4_pool", "padding": "same", "pool_size": [3, 3], "strides": [2, 2], "trainable": false}, "inbound_nodes": [[["block4_sepconv2_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block4_pool", "registered_name": null}
layer034_batch_normalization_49default: {"build_config": {"input_shape": [null, 19, 19, 728]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_42", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_49", "registered_name": null}
layer035_add_122default: {"build_config": {"input_shape": [[null, 19, 19, 728], [null, 19, 19, 728]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "add_122", "trainable": false}, "inbound_nodes": [[["block4_pool", 0, 0, {}], ["batch_normalization_49", 0, 0, {}]]], "module": "keras.layers", "name": "add_122", "registered_name": null}
layer036_block5_sepconv1_actdefault: {"build_config": {"input_shape": [null, 19, 19, 728]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "block5_sepconv1_act", "trainable": false}, "inbound_nodes": [[["add_122", 0, 0, {}]]], "module": "keras.layers", "name": "block5_sepconv1_act", "registered_name": null}
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layer038_block5_sepconv1_bndefault: {"build_config": {"input_shape": [null, 19, 19, 728]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block5_sepconv1", 0, 0, {}]]], "module": "keras.layers", "name": "block5_sepconv1_bn", "registered_name": null}
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layer043_block5_sepconv3default: {"build_config": {"input_shape": [null, 19, 19, 728]}, "class_name": "SeparableConv2D", "config": "linear", "inbound_nodes": [[["block5_sepconv3_act", 0, 0, {}]]], "module": "keras.layers", "name": "block5_sepconv3", "registered_name": null}
layer044_block5_sepconv3_bndefault: {"build_config": {"input_shape": [null, 19, 19, 728]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block5_sepconv3", 0, 0, {}]]], "module": "keras.layers", "name": "block5_sepconv3_bn", "registered_name": null}
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layer046_block6_sepconv1_actdefault: {"build_config": {"input_shape": [null, 19, 19, 728]}, "class_name": "Activation", "config": {"activation": "relu", "dtype": "float32", "name": "block6_sepconv1_act", "trainable": false}, "inbound_nodes": [[["add_123", 0, 0, {}]]], "module": "keras.layers", "name": "block6_sepconv1_act", "registered_name": null}
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layer136_dropout_7default: {"build_config": {"input_shape": [null, 512]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_7", "noise_shape": null, "rate": 0.35, "seed": null, "trainable": true}, "inbound_nodes": [[["batch_normalization_51", 0, 0, {}]]], "module": "keras.layers", "name": "dropout_7", "registered_name": null}
layer137_dense_14default: {"build_config": {"input_shape": [null, 512]}, "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_14", "trainable": true, "units": 67, "use_bias": true}, "inbound_nodes": [[["dropout_7", 0, 0, {}]]], "module": "keras.layers", "name": "dense_14", "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": true, "learning_rate": 0.0010000000474974513, "name": "Adam", "use_ema": false, "weight_decay": null}}}
tensorflow_versiondefault: "2.15.1"

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