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tensorflow.keras.src.engine.functional.Functional.a24550f8

tensorflow.keras.src.engine.functional.Functional.a24550f8

Visibility: public Uploaded 11-04-2024 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_3", 0, 0]], "name": "model_2", "output_layers": [["dense_5", 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_stem_convdefault: {"build_config": {"input_shape": [null, 128, 128, 3]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["input_3", 0, 0, {}]]], "module": "keras.layers", "name": "stem_conv", "registered_name": null}
layer002_stem_bndefault: {"build_config": {"input_shape": [null, 64, 64, 32]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["stem_conv", 0, 0, {}]]], "module": "keras.layers", "name": "stem_bn", "registered_name": null}
layer003_stem_activationdefault: {"build_config": {"input_shape": [null, 64, 64, 32]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "stem_activation", "trainable": true}, "inbound_nodes": [[["stem_bn", 0, 0, {}]]], "module": "keras.layers", "name": "stem_activation", "registered_name": null}
layer004_block1a_dwconvdefault: {"build_config": {"input_shape": [null, 64, 64, 32]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["stem_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_dwconv", "registered_name": null}
layer005_block1a_bndefault: {"build_config": {"input_shape": [null, 64, 64, 32]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block1a_dwconv", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_bn", "registered_name": null}
layer006_block1a_activationdefault: {"build_config": {"input_shape": [null, 64, 64, 32]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block1a_activation", "trainable": true}, "inbound_nodes": [[["block1a_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_activation", "registered_name": null}
layer007_block1a_se_squeezedefault: {"build_config": {"input_shape": [null, 64, 64, 32]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "block1a_se_squeeze", "trainable": true}, "inbound_nodes": [[["block1a_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_se_squeeze", "registered_name": null}
layer008_block1a_se_reshapedefault: {"build_config": {"input_shape": [null, 32]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block1a_se_reshape", "target_shape": [1, 1, 32], "trainable": true}, "inbound_nodes": [[["block1a_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_se_reshape", "registered_name": null}
layer009_block1a_se_reducedefault: {"build_config": {"input_shape": [null, 1, 1, 32]}, "class_name": "Conv2D", "config": "swish", "inbound_nodes": [[["block1a_se_reshape", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_se_reduce", "registered_name": null}
layer010_block1a_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 8]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block1a_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_se_expand", "registered_name": null}
layer011_block1a_se_excitedefault: {"build_config": {"input_shape": [[null, 64, 64, 32], [null, 1, 1, 32]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "block1a_se_excite", "trainable": true}, "inbound_nodes": [[["block1a_activation", 0, 0, {}], ["block1a_se_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_se_excite", "registered_name": null}
layer012_block1a_project_convdefault: {"build_config": {"input_shape": [null, 64, 64, 32]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block1a_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_project_conv", "registered_name": null}
layer013_block1a_project_bndefault: {"build_config": {"input_shape": [null, 64, 64, 16]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block1a_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_project_bn", "registered_name": null}
layer014_block2a_expand_convdefault: {"build_config": {"input_shape": [null, 64, 64, 16]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block1a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_expand_conv", "registered_name": null}
layer015_block2a_expand_bndefault: {"build_config": {"input_shape": [null, 64, 64, 96]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2a_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_expand_bn", "registered_name": null}
layer016_block2a_expand_activationdefault: {"build_config": {"input_shape": [null, 64, 64, 96]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block2a_expand_activation", "trainable": true}, "inbound_nodes": [[["block2a_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_expand_activation", "registered_name": null}
layer017_block2a_dwconvdefault: {"build_config": {"input_shape": [null, 64, 64, 96]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block2a_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_dwconv", "registered_name": null}
layer018_block2a_bndefault: {"build_config": {"input_shape": [null, 32, 32, 96]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2a_dwconv", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_bn", "registered_name": null}
layer019_block2a_activationdefault: {"build_config": {"input_shape": [null, 32, 32, 96]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block2a_activation", "trainable": true}, "inbound_nodes": [[["block2a_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_activation", "registered_name": null}
layer020_block2a_se_squeezedefault: {"build_config": {"input_shape": [null, 32, 32, 96]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "block2a_se_squeeze", "trainable": true}, "inbound_nodes": [[["block2a_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_se_squeeze", "registered_name": null}
layer021_block2a_se_reshapedefault: {"build_config": {"input_shape": [null, 96]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block2a_se_reshape", "target_shape": [1, 1, 96], "trainable": true}, "inbound_nodes": [[["block2a_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_se_reshape", "registered_name": null}
layer022_block2a_se_reducedefault: {"build_config": {"input_shape": [null, 1, 1, 96]}, "class_name": "Conv2D", "config": "swish", "inbound_nodes": [[["block2a_se_reshape", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_se_reduce", "registered_name": null}
layer023_block2a_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 4]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block2a_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_se_expand", "registered_name": null}
layer024_block2a_se_excitedefault: {"build_config": {"input_shape": [[null, 32, 32, 96], [null, 1, 1, 96]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "block2a_se_excite", "trainable": true}, "inbound_nodes": [[["block2a_activation", 0, 0, {}], ["block2a_se_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_se_excite", "registered_name": null}
layer025_block2a_project_convdefault: {"build_config": {"input_shape": [null, 32, 32, 96]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2a_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_project_conv", "registered_name": null}
layer026_block2a_project_bndefault: {"build_config": {"input_shape": [null, 32, 32, 24]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2a_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_project_bn", "registered_name": null}
layer027_block2b_expand_convdefault: {"build_config": {"input_shape": [null, 32, 32, 24]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_expand_conv", "registered_name": null}
layer028_block2b_expand_bndefault: {"build_config": {"input_shape": [null, 32, 32, 144]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2b_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_expand_bn", "registered_name": null}
layer029_block2b_expand_activationdefault: {"build_config": {"input_shape": [null, 32, 32, 144]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block2b_expand_activation", "trainable": true}, "inbound_nodes": [[["block2b_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_expand_activation", "registered_name": null}
layer030_block2b_dwconvdefault: {"build_config": {"input_shape": [null, 32, 32, 144]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block2b_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_dwconv", "registered_name": null}
layer031_block2b_bndefault: {"build_config": {"input_shape": [null, 32, 32, 144]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2b_dwconv", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_bn", "registered_name": null}
layer032_block2b_activationdefault: {"build_config": {"input_shape": [null, 32, 32, 144]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block2b_activation", "trainable": true}, "inbound_nodes": [[["block2b_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_activation", "registered_name": null}
layer033_block2b_se_squeezedefault: {"build_config": {"input_shape": [null, 32, 32, 144]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "block2b_se_squeeze", "trainable": true}, "inbound_nodes": [[["block2b_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_se_squeeze", "registered_name": null}
layer034_block2b_se_reshapedefault: {"build_config": {"input_shape": [null, 144]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block2b_se_reshape", "target_shape": [1, 1, 144], "trainable": true}, "inbound_nodes": [[["block2b_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_se_reshape", "registered_name": null}
layer035_block2b_se_reducedefault: {"build_config": {"input_shape": [null, 1, 1, 144]}, "class_name": "Conv2D", "config": "swish", "inbound_nodes": [[["block2b_se_reshape", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_se_reduce", "registered_name": null}
layer036_block2b_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 6]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block2b_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_se_expand", "registered_name": null}
layer037_block2b_se_excitedefault: {"build_config": {"input_shape": [[null, 32, 32, 144], [null, 1, 1, 144]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "block2b_se_excite", "trainable": true}, "inbound_nodes": [[["block2b_activation", 0, 0, {}], ["block2b_se_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_se_excite", "registered_name": null}
layer038_block2b_project_convdefault: {"build_config": {"input_shape": [null, 32, 32, 144]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2b_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_project_conv", "registered_name": null}
layer039_block2b_project_bndefault: {"build_config": {"input_shape": [null, 32, 32, 24]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2b_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_project_bn", "registered_name": null}
layer040_block2b_dropdefault: {"build_config": {"input_shape": [null, 32, 32, 24]}, "class_name": "FixedDropout", "config": {"dtype": "float32", "name": "block2b_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.025, "seed": null, "trainable": true}, "inbound_nodes": [[["block2b_project_bn", 0, 0, {}]]], "module": "efficientnet.model", "name": "block2b_drop", "registered_name": "FixedDropout"}
layer041_block2b_adddefault: {"build_config": {"input_shape": [[null, 32, 32, 24], [null, 32, 32, 24]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block2b_add", "trainable": true}, "inbound_nodes": [[["block2b_drop", 0, 0, {}], ["block2a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_add", "registered_name": null}
layer042_block3a_expand_convdefault: {"build_config": {"input_shape": [null, 32, 32, 24]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2b_add", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_expand_conv", "registered_name": null}
layer043_block3a_expand_bndefault: {"build_config": {"input_shape": [null, 32, 32, 144]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3a_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_expand_bn", "registered_name": null}
layer044_block3a_expand_activationdefault: {"build_config": {"input_shape": [null, 32, 32, 144]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block3a_expand_activation", "trainable": true}, "inbound_nodes": [[["block3a_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_expand_activation", "registered_name": null}
layer045_block3a_dwconvdefault: {"build_config": {"input_shape": [null, 32, 32, 144]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block3a_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_dwconv", "registered_name": null}
layer046_block3a_bndefault: {"build_config": {"input_shape": [null, 16, 16, 144]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3a_dwconv", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_bn", "registered_name": null}
layer047_block3a_activationdefault: {"build_config": {"input_shape": [null, 16, 16, 144]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block3a_activation", "trainable": true}, "inbound_nodes": [[["block3a_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_activation", "registered_name": null}
layer048_block3a_se_squeezedefault: {"build_config": {"input_shape": [null, 16, 16, 144]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "block3a_se_squeeze", "trainable": true}, "inbound_nodes": [[["block3a_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_se_squeeze", "registered_name": null}
layer049_block3a_se_reshapedefault: {"build_config": {"input_shape": [null, 144]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block3a_se_reshape", "target_shape": [1, 1, 144], "trainable": true}, "inbound_nodes": [[["block3a_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_se_reshape", "registered_name": null}
layer050_block3a_se_reducedefault: {"build_config": {"input_shape": [null, 1, 1, 144]}, "class_name": "Conv2D", "config": "swish", "inbound_nodes": [[["block3a_se_reshape", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_se_reduce", "registered_name": null}
layer051_block3a_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 6]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block3a_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_se_expand", "registered_name": null}
layer052_block3a_se_excitedefault: {"build_config": {"input_shape": [[null, 16, 16, 144], [null, 1, 1, 144]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "block3a_se_excite", "trainable": true}, "inbound_nodes": [[["block3a_activation", 0, 0, {}], ["block3a_se_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_se_excite", "registered_name": null}
layer053_block3a_project_convdefault: {"build_config": {"input_shape": [null, 16, 16, 144]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block3a_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_project_conv", "registered_name": null}
layer054_block3a_project_bndefault: {"build_config": {"input_shape": [null, 16, 16, 40]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3a_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_project_bn", "registered_name": null}
layer055_block3b_expand_convdefault: {"build_config": {"input_shape": [null, 16, 16, 40]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block3a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_expand_conv", "registered_name": null}
layer056_block3b_expand_bndefault: {"build_config": {"input_shape": [null, 16, 16, 240]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3b_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_expand_bn", "registered_name": null}
layer057_block3b_expand_activationdefault: {"build_config": {"input_shape": [null, 16, 16, 240]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block3b_expand_activation", "trainable": true}, "inbound_nodes": [[["block3b_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_expand_activation", "registered_name": null}
layer058_block3b_dwconvdefault: {"build_config": {"input_shape": [null, 16, 16, 240]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block3b_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_dwconv", "registered_name": null}
layer059_block3b_bndefault: {"build_config": {"input_shape": [null, 16, 16, 240]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3b_dwconv", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_bn", "registered_name": null}
layer060_block3b_activationdefault: {"build_config": {"input_shape": [null, 16, 16, 240]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block3b_activation", "trainable": true}, "inbound_nodes": [[["block3b_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_activation", "registered_name": null}
layer061_block3b_se_squeezedefault: {"build_config": {"input_shape": [null, 16, 16, 240]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "block3b_se_squeeze", "trainable": true}, "inbound_nodes": [[["block3b_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_se_squeeze", "registered_name": null}
layer062_block3b_se_reshapedefault: {"build_config": {"input_shape": [null, 240]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block3b_se_reshape", "target_shape": [1, 1, 240], "trainable": true}, "inbound_nodes": [[["block3b_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_se_reshape", "registered_name": null}
layer063_block3b_se_reducedefault: {"build_config": {"input_shape": [null, 1, 1, 240]}, "class_name": "Conv2D", "config": "swish", "inbound_nodes": [[["block3b_se_reshape", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_se_reduce", "registered_name": null}
layer064_block3b_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 10]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block3b_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_se_expand", "registered_name": null}
layer065_block3b_se_excitedefault: {"build_config": {"input_shape": [[null, 16, 16, 240], [null, 1, 1, 240]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "block3b_se_excite", "trainable": true}, "inbound_nodes": [[["block3b_activation", 0, 0, {}], ["block3b_se_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_se_excite", "registered_name": null}
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layer201_block6d_expand_activationdefault: {"build_config": {"input_shape": [null, 4, 4, 1152]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block6d_expand_activation", "trainable": true}, "inbound_nodes": [[["block6d_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block6d_expand_activation", "registered_name": null}
layer202_block6d_dwconvdefault: {"build_config": {"input_shape": [null, 4, 4, 1152]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block6d_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block6d_dwconv", "registered_name": null}
layer203_block6d_bndefault: {"build_config": {"input_shape": [null, 4, 4, 1152]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block6d_dwconv", 0, 0, {}]]], "module": "keras.layers", "name": "block6d_bn", "registered_name": null}
layer204_block6d_activationdefault: {"build_config": {"input_shape": [null, 4, 4, 1152]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block6d_activation", "trainable": true}, "inbound_nodes": [[["block6d_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block6d_activation", "registered_name": null}
layer205_block6d_se_squeezedefault: {"build_config": {"input_shape": [null, 4, 4, 1152]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "block6d_se_squeeze", "trainable": true}, "inbound_nodes": [[["block6d_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block6d_se_squeeze", "registered_name": null}
layer206_block6d_se_reshapedefault: {"build_config": {"input_shape": [null, 1152]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block6d_se_reshape", "target_shape": [1, 1, 1152], "trainable": true}, "inbound_nodes": [[["block6d_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block6d_se_reshape", "registered_name": null}
layer207_block6d_se_reducedefault: {"build_config": {"input_shape": [null, 1, 1, 1152]}, "class_name": "Conv2D", "config": "swish", "inbound_nodes": [[["block6d_se_reshape", 0, 0, {}]]], "module": "keras.layers", "name": "block6d_se_reduce", "registered_name": null}
layer208_block6d_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 48]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block6d_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block6d_se_expand", "registered_name": null}
layer209_block6d_se_excitedefault: {"build_config": {"input_shape": [[null, 4, 4, 1152], [null, 1, 1, 1152]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "block6d_se_excite", "trainable": true}, "inbound_nodes": [[["block6d_activation", 0, 0, {}], ["block6d_se_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block6d_se_excite", "registered_name": null}
layer210_block6d_project_convdefault: {"build_config": {"input_shape": [null, 4, 4, 1152]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block6d_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block6d_project_conv", "registered_name": null}
layer211_block6d_project_bndefault: {"build_config": {"input_shape": [null, 4, 4, 192]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block6d_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block6d_project_bn", "registered_name": null}
layer212_block6d_dropdefault: {"build_config": {"input_shape": [null, 4, 4, 192]}, "class_name": "FixedDropout", "config": {"dtype": "float32", "name": "block6d_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.17500000000000002, "seed": null, "trainable": true}, "inbound_nodes": [[["block6d_project_bn", 0, 0, {}]]], "module": "efficientnet.model", "name": "block6d_drop", "registered_name": "FixedDropout"}
layer213_block6d_adddefault: {"build_config": {"input_shape": [[null, 4, 4, 192], [null, 4, 4, 192]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block6d_add", "trainable": true}, "inbound_nodes": [[["block6d_drop", 0, 0, {}], ["block6c_add", 0, 0, {}]]], "module": "keras.layers", "name": "block6d_add", "registered_name": null}
layer214_block7a_expand_convdefault: {"build_config": {"input_shape": [null, 4, 4, 192]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block6d_add", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_expand_conv", "registered_name": null}
layer215_block7a_expand_bndefault: {"build_config": {"input_shape": [null, 4, 4, 1152]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block7a_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_expand_bn", "registered_name": null}
layer216_block7a_expand_activationdefault: {"build_config": {"input_shape": [null, 4, 4, 1152]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block7a_expand_activation", "trainable": true}, "inbound_nodes": [[["block7a_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_expand_activation", "registered_name": null}
layer217_block7a_dwconvdefault: {"build_config": {"input_shape": [null, 4, 4, 1152]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block7a_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_dwconv", "registered_name": null}
layer218_block7a_bndefault: {"build_config": {"input_shape": [null, 4, 4, 1152]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block7a_dwconv", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_bn", "registered_name": null}
layer219_block7a_activationdefault: {"build_config": {"input_shape": [null, 4, 4, 1152]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block7a_activation", "trainable": true}, "inbound_nodes": [[["block7a_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_activation", "registered_name": null}
layer220_block7a_se_squeezedefault: {"build_config": {"input_shape": [null, 4, 4, 1152]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "block7a_se_squeeze", "trainable": true}, "inbound_nodes": [[["block7a_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_se_squeeze", "registered_name": null}
layer221_block7a_se_reshapedefault: {"build_config": {"input_shape": [null, 1152]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block7a_se_reshape", "target_shape": [1, 1, 1152], "trainable": true}, "inbound_nodes": [[["block7a_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_se_reshape", "registered_name": null}
layer222_block7a_se_reducedefault: {"build_config": {"input_shape": [null, 1, 1, 1152]}, "class_name": "Conv2D", "config": "swish", "inbound_nodes": [[["block7a_se_reshape", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_se_reduce", "registered_name": null}
layer223_block7a_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 48]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block7a_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_se_expand", "registered_name": null}
layer224_block7a_se_excitedefault: {"build_config": {"input_shape": [[null, 4, 4, 1152], [null, 1, 1, 1152]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "block7a_se_excite", "trainable": true}, "inbound_nodes": [[["block7a_activation", 0, 0, {}], ["block7a_se_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_se_excite", "registered_name": null}
layer225_block7a_project_convdefault: {"build_config": {"input_shape": [null, 4, 4, 1152]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block7a_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_project_conv", "registered_name": null}
layer226_block7a_project_bndefault: {"build_config": {"input_shape": [null, 4, 4, 320]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block7a_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_project_bn", "registered_name": null}
layer227_top_convdefault: {"build_config": {"input_shape": [null, 4, 4, 320]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block7a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "top_conv", "registered_name": null}
layer228_top_bndefault: {"build_config": {"input_shape": [null, 4, 4, 1280]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["top_conv", 0, 0, {}]]], "module": "keras.layers", "name": "top_bn", "registered_name": null}
layer229_top_activationdefault: {"build_config": {"input_shape": [null, 4, 4, 1280]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "top_activation", "trainable": true}, "inbound_nodes": [[["top_bn", 0, 0, {}]]], "module": "keras.layers", "name": "top_activation", "registered_name": null}
layer230_global_average_pooling2d_2default: {"build_config": {"input_shape": [null, 4, 4, 1280]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "global_average_pooling2d_2", "trainable": true}, "inbound_nodes": [[["top_activation", 0, 0, {}]]], "module": "keras.layers", "name": "global_average_pooling2d_2", "registered_name": null}
layer231_dense_4default: {"build_config": {"input_shape": [null, 1280]}, "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_4", "trainable": true, "units": 512, "use_bias": true}, "inbound_nodes": [[["global_average_pooling2d_2", 0, 0, {}]]], "module": "keras.layers", "name": "dense_4", "registered_name": null}
layer232_dropout_2default: {"build_config": {"input_shape": [null, 512]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_2", "noise_shape": null, "rate": 0.5, "seed": null, "trainable": true}, "inbound_nodes": [[["dense_4", 0, 0, {}]]], "module": "keras.layers", "name": "dropout_2", "registered_name": null}
layer233_dense_5default: {"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_5", "trainable": true, "units": 67, "use_bias": true}, "inbound_nodes": [[["dropout_2", 0, 0, {}]]], "module": "keras.layers", "name": "dense_5", "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: "2.15.0"

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