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tensorflow.keras.src.engine.functional.Functional.fba8928b

tensorflow.keras.src.engine.functional.Functional.fba8928b

Visibility: public Uploaded 08-04-2024 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_1", 0, 0]], "name": "model", "output_layers": [["dense_1", 0, 0]], "trainable": true}
layer000_input_1default: {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 128, 128, 3], "dtype": "float32", "name": "input_1", "ragged": false, "sparse": false}, "inbound_nodes": [], "module": "keras.layers", "name": "input_1", "registered_name": null}
layer001_rescalingdefault: {"build_config": {"input_shape": [null, 128, 128, 3]}, "class_name": "Rescaling", "config": {"dtype": "float32", "name": "rescaling", "offset": 0.0, "scale": 0.00392156862745098, "trainable": true}, "inbound_nodes": [[["input_1", 0, 0, {}]]], "module": "keras.layers", "name": "rescaling", "registered_name": null}
layer002_normalizationdefault: {"build_config": {"input_shape": [null, 128, 128, 3]}, "class_name": "Normalization", "config": {"axis": [3], "dtype": "float32", "invert": false, "mean": null, "name": "normalization", "trainable": true, "variance": null}, "inbound_nodes": [[["rescaling", 0, 0, {}]]], "module": "keras.layers", "name": "normalization", "registered_name": null}
layer003_rescaling_1default: {"build_config": {"input_shape": [null, 128, 128, 3]}, "class_name": "Rescaling", "config": {"dtype": "float32", "name": "rescaling_1", "offset": 0.0, "scale": [2.0896918976428642, 2.1128856368212916, 2.1081851067789197], "trainable": true}, "inbound_nodes": [[["normalization", 0, 0, {}]]], "module": "keras.layers", "name": "rescaling_1", "registered_name": null}
layer004_stem_conv_paddefault: {"build_config": {"input_shape": [null, 128, 128, 3]}, "class_name": "ZeroPadding2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "stem_conv_pad", "padding": [[0, 1], [0, 1]], "trainable": true}, "inbound_nodes": [[["rescaling_1", 0, 0, {}]]], "module": "keras.layers", "name": "stem_conv_pad", "registered_name": null}
layer005_stem_convdefault: {"build_config": {"input_shape": [null, 129, 129, 3]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["stem_conv_pad", 0, 0, {}]]], "module": "keras.layers", "name": "stem_conv", "registered_name": null}
layer006_stem_bndefault: {"build_config": {"input_shape": [null, 64, 64, 48]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["stem_conv", 0, 0, {}]]], "module": "keras.layers", "name": "stem_bn", "registered_name": null}
layer007_stem_activationdefault: {"build_config": {"input_shape": [null, 64, 64, 48]}, "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}
layer008_block1a_dwconvdefault: {"build_config": {"input_shape": [null, 64, 64, 48]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["stem_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_dwconv", "registered_name": null}
layer009_block1a_bndefault: {"build_config": {"input_shape": [null, 64, 64, 48]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block1a_dwconv", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_bn", "registered_name": null}
layer010_block1a_activationdefault: {"build_config": {"input_shape": [null, 64, 64, 48]}, "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}
layer011_block1a_se_squeezedefault: {"build_config": {"input_shape": [null, 64, 64, 48]}, "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}
layer012_block1a_se_reshapedefault: {"build_config": {"input_shape": [null, 48]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block1a_se_reshape", "target_shape": [1, 1, 48], "trainable": true}, "inbound_nodes": [[["block1a_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_se_reshape", "registered_name": null}
layer013_block1a_se_reducedefault: {"build_config": {"input_shape": [null, 1, 1, 48]}, "class_name": "Conv2D", "config": "swish", "inbound_nodes": [[["block1a_se_reshape", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_se_reduce", "registered_name": null}
layer014_block1a_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 12]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block1a_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_se_expand", "registered_name": null}
layer015_block1a_se_excitedefault: {"build_config": {"input_shape": [[null, 64, 64, 48], [null, 1, 1, 48]]}, "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}
layer016_block1a_project_convdefault: {"build_config": {"input_shape": [null, 64, 64, 48]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block1a_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_project_conv", "registered_name": null}
layer017_block1a_project_bndefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block1a_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_project_bn", "registered_name": null}
layer018_block1b_dwconvdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block1a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_dwconv", "registered_name": null}
layer019_block1b_bndefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block1b_dwconv", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_bn", "registered_name": null}
layer020_block1b_activationdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block1b_activation", "trainable": true}, "inbound_nodes": [[["block1b_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_activation", "registered_name": null}
layer021_block1b_se_squeezedefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "block1b_se_squeeze", "trainable": true}, "inbound_nodes": [[["block1b_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_se_squeeze", "registered_name": null}
layer022_block1b_se_reshapedefault: {"build_config": {"input_shape": [null, 24]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block1b_se_reshape", "target_shape": [1, 1, 24], "trainable": true}, "inbound_nodes": [[["block1b_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_se_reshape", "registered_name": null}
layer023_block1b_se_reducedefault: {"build_config": {"input_shape": [null, 1, 1, 24]}, "class_name": "Conv2D", "config": "swish", "inbound_nodes": [[["block1b_se_reshape", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_se_reduce", "registered_name": null}
layer024_block1b_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 6]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block1b_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_se_expand", "registered_name": null}
layer025_block1b_se_excitedefault: {"build_config": {"input_shape": [[null, 64, 64, 24], [null, 1, 1, 24]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "block1b_se_excite", "trainable": true}, "inbound_nodes": [[["block1b_activation", 0, 0, {}], ["block1b_se_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_se_excite", "registered_name": null}
layer026_block1b_project_convdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block1b_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_project_conv", "registered_name": null}
layer027_block1b_project_bndefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block1b_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_project_bn", "registered_name": null}
layer028_block1b_dropdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block1b_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.005128205128205128, "seed": null, "trainable": true}, "inbound_nodes": [[["block1b_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_drop", "registered_name": null}
layer029_block1b_adddefault: {"build_config": {"input_shape": [[null, 64, 64, 24], [null, 64, 64, 24]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block1b_add", "trainable": true}, "inbound_nodes": [[["block1b_drop", 0, 0, {}], ["block1a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_add", "registered_name": null}
layer030_block1c_dwconvdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block1b_add", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_dwconv", "registered_name": null}
layer031_block1c_bndefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block1c_dwconv", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_bn", "registered_name": null}
layer032_block1c_activationdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block1c_activation", "trainable": true}, "inbound_nodes": [[["block1c_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_activation", "registered_name": null}
layer033_block1c_se_squeezedefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "block1c_se_squeeze", "trainable": true}, "inbound_nodes": [[["block1c_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_se_squeeze", "registered_name": null}
layer034_block1c_se_reshapedefault: {"build_config": {"input_shape": [null, 24]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block1c_se_reshape", "target_shape": [1, 1, 24], "trainable": true}, "inbound_nodes": [[["block1c_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_se_reshape", "registered_name": null}
layer035_block1c_se_reducedefault: {"build_config": {"input_shape": [null, 1, 1, 24]}, "class_name": "Conv2D", "config": "swish", "inbound_nodes": [[["block1c_se_reshape", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_se_reduce", "registered_name": null}
layer036_block1c_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 6]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block1c_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_se_expand", "registered_name": null}
layer037_block1c_se_excitedefault: {"build_config": {"input_shape": [[null, 64, 64, 24], [null, 1, 1, 24]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "block1c_se_excite", "trainable": true}, "inbound_nodes": [[["block1c_activation", 0, 0, {}], ["block1c_se_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_se_excite", "registered_name": null}
layer038_block1c_project_convdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block1c_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_project_conv", "registered_name": null}
layer039_block1c_project_bndefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block1c_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_project_bn", "registered_name": null}
layer040_block1c_dropdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block1c_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.010256410256410256, "seed": null, "trainable": true}, "inbound_nodes": [[["block1c_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_drop", "registered_name": null}
layer041_block1c_adddefault: {"build_config": {"input_shape": [[null, 64, 64, 24], [null, 64, 64, 24]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block1c_add", "trainable": true}, "inbound_nodes": [[["block1c_drop", 0, 0, {}], ["block1b_add", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_add", "registered_name": null}
layer042_block2a_expand_convdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block1c_add", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_expand_conv", "registered_name": null}
layer043_block2a_expand_bndefault: {"build_config": {"input_shape": [null, 64, 64, 144]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2a_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_expand_bn", "registered_name": null}
layer044_block2a_expand_activationdefault: {"build_config": {"input_shape": [null, 64, 64, 144]}, "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}
layer045_block2a_dwconv_paddefault: {"build_config": {"input_shape": [null, 64, 64, 144]}, "class_name": "ZeroPadding2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "block2a_dwconv_pad", "padding": [[0, 1], [0, 1]], "trainable": true}, "inbound_nodes": [[["block2a_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_dwconv_pad", "registered_name": null}
layer046_block2a_dwconvdefault: {"build_config": {"input_shape": [null, 65, 65, 144]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block2a_dwconv_pad", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_dwconv", "registered_name": null}
layer047_block2a_bndefault: {"build_config": {"input_shape": [null, 32, 32, 144]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2a_dwconv", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_bn", "registered_name": null}
layer048_block2a_activationdefault: {"build_config": {"input_shape": [null, 32, 32, 144]}, "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}
layer049_block2a_se_squeezedefault: {"build_config": {"input_shape": [null, 32, 32, 144]}, "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}
layer050_block2a_se_reshapedefault: {"build_config": {"input_shape": [null, 144]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block2a_se_reshape", "target_shape": [1, 1, 144], "trainable": true}, "inbound_nodes": [[["block2a_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_se_reshape", "registered_name": null}
layer051_block2a_se_reducedefault: {"build_config": {"input_shape": [null, 1, 1, 144]}, "class_name": "Conv2D", "config": "swish", "inbound_nodes": [[["block2a_se_reshape", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_se_reduce", "registered_name": null}
layer052_block2a_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 6]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block2a_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_se_expand", "registered_name": null}
layer053_block2a_se_excitedefault: {"build_config": {"input_shape": [[null, 32, 32, 144], [null, 1, 1, 144]]}, "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}
layer054_block2a_project_convdefault: {"build_config": {"input_shape": [null, 32, 32, 144]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2a_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_project_conv", "registered_name": null}
layer055_block2a_project_bndefault: {"build_config": {"input_shape": [null, 32, 32, 40]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2a_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_project_bn", "registered_name": null}
layer056_block2b_expand_convdefault: {"build_config": {"input_shape": [null, 32, 32, 40]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_expand_conv", "registered_name": null}
layer057_block2b_expand_bndefault: {"build_config": {"input_shape": [null, 32, 32, 240]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2b_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_expand_bn", "registered_name": null}
layer058_block2b_expand_activationdefault: {"build_config": {"input_shape": [null, 32, 32, 240]}, "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}
layer059_block2b_dwconvdefault: {"build_config": {"input_shape": [null, 32, 32, 240]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block2b_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_dwconv", "registered_name": null}
layer060_block2b_bndefault: {"build_config": {"input_shape": [null, 32, 32, 240]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2b_dwconv", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_bn", "registered_name": null}
layer061_block2b_activationdefault: {"build_config": {"input_shape": [null, 32, 32, 240]}, "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}
layer062_block2b_se_squeezedefault: {"build_config": {"input_shape": [null, 32, 32, 240]}, "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}
layer063_block2b_se_reshapedefault: {"build_config": {"input_shape": [null, 240]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block2b_se_reshape", "target_shape": [1, 1, 240], "trainable": true}, "inbound_nodes": [[["block2b_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_se_reshape", "registered_name": null}
layer064_block2b_se_reducedefault: {"build_config": {"input_shape": [null, 1, 1, 240]}, "class_name": "Conv2D", "config": "swish", "inbound_nodes": [[["block2b_se_reshape", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_se_reduce", "registered_name": null}
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layer535_block7a_bndefault: {"build_config": {"input_shape": [null, 4, 4, 1824]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block7a_dwconv", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_bn", "registered_name": null}
layer536_block7a_activationdefault: {"build_config": {"input_shape": [null, 4, 4, 1824]}, "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}
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layer540_block7a_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 76]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block7a_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_se_expand", "registered_name": null}
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layer542_block7a_project_convdefault: {"build_config": {"input_shape": [null, 4, 4, 1824]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block7a_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_project_conv", "registered_name": null}
layer543_block7a_project_bndefault: {"build_config": {"input_shape": [null, 4, 4, 512]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block7a_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block7a_project_bn", "registered_name": null}
layer544_block7b_expand_convdefault: {"build_config": {"input_shape": [null, 4, 4, 512]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block7a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block7b_expand_conv", "registered_name": null}
layer545_block7b_expand_bndefault: {"build_config": {"input_shape": [null, 4, 4, 3072]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block7b_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block7b_expand_bn", "registered_name": null}
layer546_block7b_expand_activationdefault: {"build_config": {"input_shape": [null, 4, 4, 3072]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block7b_expand_activation", "trainable": true}, "inbound_nodes": [[["block7b_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block7b_expand_activation", "registered_name": null}
layer547_block7b_dwconvdefault: {"build_config": {"input_shape": [null, 4, 4, 3072]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block7b_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block7b_dwconv", "registered_name": null}
layer548_block7b_bndefault: {"build_config": {"input_shape": [null, 4, 4, 3072]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block7b_dwconv", 0, 0, {}]]], "module": "keras.layers", "name": "block7b_bn", "registered_name": null}
layer549_block7b_activationdefault: {"build_config": {"input_shape": [null, 4, 4, 3072]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block7b_activation", "trainable": true}, "inbound_nodes": [[["block7b_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block7b_activation", "registered_name": null}
layer550_block7b_se_squeezedefault: {"build_config": {"input_shape": [null, 4, 4, 3072]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "block7b_se_squeeze", "trainable": true}, "inbound_nodes": [[["block7b_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block7b_se_squeeze", "registered_name": null}
layer551_block7b_se_reshapedefault: {"build_config": {"input_shape": [null, 3072]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block7b_se_reshape", "target_shape": [1, 1, 3072], "trainable": true}, "inbound_nodes": [[["block7b_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block7b_se_reshape", "registered_name": null}
layer552_block7b_se_reducedefault: {"build_config": {"input_shape": [null, 1, 1, 3072]}, "class_name": "Conv2D", "config": "swish", "inbound_nodes": [[["block7b_se_reshape", 0, 0, {}]]], "module": "keras.layers", "name": "block7b_se_reduce", "registered_name": null}
layer553_block7b_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 128]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block7b_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block7b_se_expand", "registered_name": null}
layer554_block7b_se_excitedefault: {"build_config": {"input_shape": [[null, 4, 4, 3072], [null, 1, 1, 3072]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "block7b_se_excite", "trainable": true}, "inbound_nodes": [[["block7b_activation", 0, 0, {}], ["block7b_se_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block7b_se_excite", "registered_name": null}
layer555_block7b_project_convdefault: {"build_config": {"input_shape": [null, 4, 4, 3072]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block7b_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block7b_project_conv", "registered_name": null}
layer556_block7b_project_bndefault: {"build_config": {"input_shape": [null, 4, 4, 512]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block7b_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block7b_project_bn", "registered_name": null}
layer557_block7b_dropdefault: {"build_config": {"input_shape": [null, 4, 4, 512]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block7b_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.18974358974358976, "seed": null, "trainable": true}, "inbound_nodes": [[["block7b_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block7b_drop", "registered_name": null}
layer558_block7b_adddefault: {"build_config": {"input_shape": [[null, 4, 4, 512], [null, 4, 4, 512]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block7b_add", "trainable": true}, "inbound_nodes": [[["block7b_drop", 0, 0, {}], ["block7a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block7b_add", "registered_name": null}
layer559_block7c_expand_convdefault: {"build_config": {"input_shape": [null, 4, 4, 512]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block7b_add", 0, 0, {}]]], "module": "keras.layers", "name": "block7c_expand_conv", "registered_name": null}
layer560_block7c_expand_bndefault: {"build_config": {"input_shape": [null, 4, 4, 3072]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block7c_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block7c_expand_bn", "registered_name": null}
layer561_block7c_expand_activationdefault: {"build_config": {"input_shape": [null, 4, 4, 3072]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block7c_expand_activation", "trainable": true}, "inbound_nodes": [[["block7c_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block7c_expand_activation", "registered_name": null}
layer562_block7c_dwconvdefault: {"build_config": {"input_shape": [null, 4, 4, 3072]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block7c_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block7c_dwconv", "registered_name": null}
layer563_block7c_bndefault: {"build_config": {"input_shape": [null, 4, 4, 3072]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block7c_dwconv", 0, 0, {}]]], "module": "keras.layers", "name": "block7c_bn", "registered_name": null}
layer564_block7c_activationdefault: {"build_config": {"input_shape": [null, 4, 4, 3072]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block7c_activation", "trainable": true}, "inbound_nodes": [[["block7c_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block7c_activation", "registered_name": null}
layer565_block7c_se_squeezedefault: {"build_config": {"input_shape": [null, 4, 4, 3072]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "block7c_se_squeeze", "trainable": true}, "inbound_nodes": [[["block7c_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block7c_se_squeeze", "registered_name": null}
layer566_block7c_se_reshapedefault: {"build_config": {"input_shape": [null, 3072]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block7c_se_reshape", "target_shape": [1, 1, 3072], "trainable": true}, "inbound_nodes": [[["block7c_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block7c_se_reshape", "registered_name": null}
layer567_block7c_se_reducedefault: {"build_config": {"input_shape": [null, 1, 1, 3072]}, "class_name": "Conv2D", "config": "swish", "inbound_nodes": [[["block7c_se_reshape", 0, 0, {}]]], "module": "keras.layers", "name": "block7c_se_reduce", "registered_name": null}
layer568_block7c_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 128]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block7c_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block7c_se_expand", "registered_name": null}
layer569_block7c_se_excitedefault: {"build_config": {"input_shape": [[null, 4, 4, 3072], [null, 1, 1, 3072]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "block7c_se_excite", "trainable": true}, "inbound_nodes": [[["block7c_activation", 0, 0, {}], ["block7c_se_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block7c_se_excite", "registered_name": null}
layer570_block7c_project_convdefault: {"build_config": {"input_shape": [null, 4, 4, 3072]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block7c_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block7c_project_conv", "registered_name": null}
layer571_block7c_project_bndefault: {"build_config": {"input_shape": [null, 4, 4, 512]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block7c_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block7c_project_bn", "registered_name": null}
layer572_block7c_dropdefault: {"build_config": {"input_shape": [null, 4, 4, 512]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block7c_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.19487179487179487, "seed": null, "trainable": true}, "inbound_nodes": [[["block7c_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block7c_drop", "registered_name": null}
layer573_block7c_adddefault: {"build_config": {"input_shape": [[null, 4, 4, 512], [null, 4, 4, 512]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block7c_add", "trainable": true}, "inbound_nodes": [[["block7c_drop", 0, 0, {}], ["block7b_add", 0, 0, {}]]], "module": "keras.layers", "name": "block7c_add", "registered_name": null}
layer574_top_convdefault: {"build_config": {"input_shape": [null, 4, 4, 512]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block7c_add", 0, 0, {}]]], "module": "keras.layers", "name": "top_conv", "registered_name": null}
layer575_top_bndefault: {"build_config": {"input_shape": [null, 4, 4, 2048]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["top_conv", 0, 0, {}]]], "module": "keras.layers", "name": "top_bn", "registered_name": null}
layer576_top_activationdefault: {"build_config": {"input_shape": [null, 4, 4, 2048]}, "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}
layer577_global_average_pooling2ddefault: {"build_config": {"input_shape": [null, 4, 4, 2048]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "global_average_pooling2d", "trainable": true}, "inbound_nodes": [[["top_activation", 0, 0, {}]]], "module": "keras.layers", "name": "global_average_pooling2d", "registered_name": null}
layer578_densedefault: {"build_config": {"input_shape": [null, 2048]}, "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", "trainable": true, "units": 512, "use_bias": true}, "inbound_nodes": [[["global_average_pooling2d", 0, 0, {}]]], "module": "keras.layers", "name": "dense", "registered_name": null}
layer579_dense_1default: {"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_1", "trainable": true, "units": 67, "use_bias": true}, "inbound_nodes": [[["dense", 0, 0, {}]]], "module": "keras.layers", "name": "dense_1", "registered_name": null}
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": 9.999999747378752e-05, "momentum": 0.0, "name": "RMSprop", "rho": 0.9, "use_ema": false, "weight_decay": null}}}
tensorflow_versiondefault: "2.15.0"

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