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tensorflow.keras.src.engine.functional.Functional.5e685098

tensorflow.keras.src.engine.functional.Functional.5e685098

Visibility: public Uploaded 13-04-2024 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_7", 0, 0]], "name": "model_2", "output_layers": [["dense_5", 0, 0]], "trainable": true}
layer000_input_7default: {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 128, 128, 3], "dtype": "float32", "name": "input_7", "ragged": false, "sparse": false}, "inbound_nodes": [], "module": "keras.layers", "name": "input_7", "registered_name": null}
layer001_rescaling_3default: {"build_config": {"input_shape": [null, 128, 128, 3]}, "class_name": "Rescaling", "config": {"dtype": "float32", "name": "rescaling_3", "offset": -1, "scale": 0.0078125, "trainable": false}, "inbound_nodes": [[["input_7", 0, 0, {}]]], "module": "keras.layers", "name": "rescaling_3", "registered_name": null}
layer002_stem_convdefault: {"build_config": {"input_shape": [null, 128, 128, 3]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["rescaling_3", 0, 0, {}]]], "module": "keras.layers", "name": "stem_conv", "registered_name": null}
layer003_stem_bndefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["stem_conv", 0, 0, {}]]], "module": "keras.layers", "name": "stem_bn", "registered_name": null}
layer004_stem_activationdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "stem_activation", "trainable": false}, "inbound_nodes": [[["stem_bn", 0, 0, {}]]], "module": "keras.layers", "name": "stem_activation", "registered_name": null}
layer005_block1a_project_convdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["stem_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_project_conv", "registered_name": null}
layer006_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}
layer007_block1a_project_activationdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block1a_project_activation", "trainable": false}, "inbound_nodes": [[["block1a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_project_activation", "registered_name": null}
layer008_block1a_adddefault: {"build_config": {"input_shape": [[null, 64, 64, 24], [null, 64, 64, 24]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block1a_add", "trainable": false}, "inbound_nodes": [[["block1a_project_activation", 0, 0, {}], ["stem_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_add", "registered_name": null}
layer009_block1b_project_convdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block1a_add", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_project_conv", "registered_name": null}
layer010_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}
layer011_block1b_project_activationdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block1b_project_activation", "trainable": false}, "inbound_nodes": [[["block1b_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_project_activation", "registered_name": null}
layer012_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": 0.0035087719298245615, "seed": null, "trainable": false}, "inbound_nodes": [[["block1b_project_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_drop", "registered_name": null}
layer013_block1b_adddefault: {"build_config": {"input_shape": [[null, 64, 64, 24], [null, 64, 64, 24]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block1b_add", "trainable": false}, "inbound_nodes": [[["block1b_drop", 0, 0, {}], ["block1a_add", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_add", "registered_name": null}
layer014_block1c_project_convdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block1b_add", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_project_conv", "registered_name": null}
layer015_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}
layer016_block1c_project_activationdefault: {"build_config": {"input_shape": [null, 64, 64, 24]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block1c_project_activation", "trainable": false}, "inbound_nodes": [[["block1c_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_project_activation", "registered_name": null}
layer017_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": 0.007017543859649123, "seed": null, "trainable": false}, "inbound_nodes": [[["block1c_project_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_drop", "registered_name": null}
layer018_block1c_adddefault: {"build_config": {"input_shape": [[null, 64, 64, 24], [null, 64, 64, 24]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block1c_add", "trainable": false}, "inbound_nodes": [[["block1c_drop", 0, 0, {}], ["block1b_add", 0, 0, {}]]], "module": "keras.layers", "name": "block1c_add", "registered_name": null}
layer019_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}
layer020_block2a_expand_bndefault: {"build_config": {"input_shape": [null, 32, 32, 96]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2a_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_expand_bn", "registered_name": null}
layer021_block2a_expand_activationdefault: {"build_config": {"input_shape": [null, 32, 32, 96]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block2a_expand_activation", "trainable": false}, "inbound_nodes": [[["block2a_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_expand_activation", "registered_name": null}
layer022_block2a_project_convdefault: {"build_config": {"input_shape": [null, 32, 32, 96]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2a_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_project_conv", "registered_name": null}
layer023_block2a_project_bndefault: {"build_config": {"input_shape": [null, 32, 32, 48]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2a_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_project_bn", "registered_name": null}
layer024_block2b_expand_convdefault: {"build_config": {"input_shape": [null, 32, 32, 48]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_expand_conv", "registered_name": null}
layer025_block2b_expand_bndefault: {"build_config": {"input_shape": [null, 32, 32, 192]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2b_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_expand_bn", "registered_name": null}
layer026_block2b_expand_activationdefault: {"build_config": {"input_shape": [null, 32, 32, 192]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block2b_expand_activation", "trainable": false}, "inbound_nodes": [[["block2b_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_expand_activation", "registered_name": null}
layer027_block2b_project_convdefault: {"build_config": {"input_shape": [null, 32, 32, 192]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2b_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_project_conv", "registered_name": null}
layer028_block2b_project_bndefault: {"build_config": {"input_shape": [null, 32, 32, 48]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2b_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_project_bn", "registered_name": null}
layer029_block2b_dropdefault: {"build_config": {"input_shape": [null, 32, 32, 48]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block2b_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.014035087719298246, "seed": null, "trainable": false}, "inbound_nodes": [[["block2b_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_drop", "registered_name": null}
layer030_block2b_adddefault: {"build_config": {"input_shape": [[null, 32, 32, 48], [null, 32, 32, 48]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block2b_add", "trainable": false}, "inbound_nodes": [[["block2b_drop", 0, 0, {}], ["block2a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_add", "registered_name": null}
layer031_block2c_expand_convdefault: {"build_config": {"input_shape": [null, 32, 32, 48]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2b_add", 0, 0, {}]]], "module": "keras.layers", "name": "block2c_expand_conv", "registered_name": null}
layer032_block2c_expand_bndefault: {"build_config": {"input_shape": [null, 32, 32, 192]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2c_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2c_expand_bn", "registered_name": null}
layer033_block2c_expand_activationdefault: {"build_config": {"input_shape": [null, 32, 32, 192]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block2c_expand_activation", "trainable": false}, "inbound_nodes": [[["block2c_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2c_expand_activation", "registered_name": null}
layer034_block2c_project_convdefault: {"build_config": {"input_shape": [null, 32, 32, 192]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2c_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block2c_project_conv", "registered_name": null}
layer035_block2c_project_bndefault: {"build_config": {"input_shape": [null, 32, 32, 48]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2c_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2c_project_bn", "registered_name": null}
layer036_block2c_dropdefault: {"build_config": {"input_shape": [null, 32, 32, 48]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block2c_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.017543859649122806, "seed": null, "trainable": false}, "inbound_nodes": [[["block2c_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2c_drop", "registered_name": null}
layer037_block2c_adddefault: {"build_config": {"input_shape": [[null, 32, 32, 48], [null, 32, 32, 48]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block2c_add", "trainable": false}, "inbound_nodes": [[["block2c_drop", 0, 0, {}], ["block2b_add", 0, 0, {}]]], "module": "keras.layers", "name": "block2c_add", "registered_name": null}
layer038_block2d_expand_convdefault: {"build_config": {"input_shape": [null, 32, 32, 48]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2c_add", 0, 0, {}]]], "module": "keras.layers", "name": "block2d_expand_conv", "registered_name": null}
layer039_block2d_expand_bndefault: {"build_config": {"input_shape": [null, 32, 32, 192]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2d_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2d_expand_bn", "registered_name": null}
layer040_block2d_expand_activationdefault: {"build_config": {"input_shape": [null, 32, 32, 192]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block2d_expand_activation", "trainable": false}, "inbound_nodes": [[["block2d_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2d_expand_activation", "registered_name": null}
layer041_block2d_project_convdefault: {"build_config": {"input_shape": [null, 32, 32, 192]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2d_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block2d_project_conv", "registered_name": null}
layer042_block2d_project_bndefault: {"build_config": {"input_shape": [null, 32, 32, 48]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2d_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2d_project_bn", "registered_name": null}
layer043_block2d_dropdefault: {"build_config": {"input_shape": [null, 32, 32, 48]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block2d_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.02105263157894737, "seed": null, "trainable": false}, "inbound_nodes": [[["block2d_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2d_drop", "registered_name": null}
layer044_block2d_adddefault: {"build_config": {"input_shape": [[null, 32, 32, 48], [null, 32, 32, 48]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block2d_add", "trainable": false}, "inbound_nodes": [[["block2d_drop", 0, 0, {}], ["block2c_add", 0, 0, {}]]], "module": "keras.layers", "name": "block2d_add", "registered_name": null}
layer045_block2e_expand_convdefault: {"build_config": {"input_shape": [null, 32, 32, 48]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2d_add", 0, 0, {}]]], "module": "keras.layers", "name": "block2e_expand_conv", "registered_name": null}
layer046_block2e_expand_bndefault: {"build_config": {"input_shape": [null, 32, 32, 192]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2e_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2e_expand_bn", "registered_name": null}
layer047_block2e_expand_activationdefault: {"build_config": {"input_shape": [null, 32, 32, 192]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block2e_expand_activation", "trainable": false}, "inbound_nodes": [[["block2e_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2e_expand_activation", "registered_name": null}
layer048_block2e_project_convdefault: {"build_config": {"input_shape": [null, 32, 32, 192]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2e_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block2e_project_conv", "registered_name": null}
layer049_block2e_project_bndefault: {"build_config": {"input_shape": [null, 32, 32, 48]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2e_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2e_project_bn", "registered_name": null}
layer050_block2e_dropdefault: {"build_config": {"input_shape": [null, 32, 32, 48]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block2e_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.024561403508771933, "seed": null, "trainable": false}, "inbound_nodes": [[["block2e_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2e_drop", "registered_name": null}
layer051_block2e_adddefault: {"build_config": {"input_shape": [[null, 32, 32, 48], [null, 32, 32, 48]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block2e_add", "trainable": false}, "inbound_nodes": [[["block2e_drop", 0, 0, {}], ["block2d_add", 0, 0, {}]]], "module": "keras.layers", "name": "block2e_add", "registered_name": null}
layer052_block3a_expand_convdefault: {"build_config": {"input_shape": [null, 32, 32, 48]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2e_add", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_expand_conv", "registered_name": null}
layer053_block3a_expand_bndefault: {"build_config": {"input_shape": [null, 16, 16, 192]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3a_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_expand_bn", "registered_name": null}
layer054_block3a_expand_activationdefault: {"build_config": {"input_shape": [null, 16, 16, 192]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block3a_expand_activation", "trainable": false}, "inbound_nodes": [[["block3a_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_expand_activation", "registered_name": null}
layer055_block3a_project_convdefault: {"build_config": {"input_shape": [null, 16, 16, 192]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block3a_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_project_conv", "registered_name": null}
layer056_block3a_project_bndefault: {"build_config": {"input_shape": [null, 16, 16, 80]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3a_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_project_bn", "registered_name": null}
layer057_block3b_expand_convdefault: {"build_config": {"input_shape": [null, 16, 16, 80]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block3a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_expand_conv", "registered_name": null}
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layer060_block3b_project_convdefault: {"build_config": {"input_shape": [null, 16, 16, 320]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block3b_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_project_conv", "registered_name": null}
layer061_block3b_project_bndefault: {"build_config": {"input_shape": [null, 16, 16, 80]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3b_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_project_bn", "registered_name": null}
layer062_block3b_dropdefault: {"build_config": {"input_shape": [null, 16, 16, 80]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block3b_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.031578947368421054, "seed": null, "trainable": false}, "inbound_nodes": [[["block3b_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_drop", "registered_name": null}
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layer064_block3c_expand_convdefault: {"build_config": {"input_shape": [null, 16, 16, 80]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block3b_add", 0, 0, {}]]], "module": "keras.layers", "name": "block3c_expand_conv", "registered_name": null}
layer065_block3c_expand_bndefault: {"build_config": {"input_shape": [null, 16, 16, 320]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3c_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block3c_expand_bn", "registered_name": null}
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layer731_block7e_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 128]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block7e_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block7e_se_expand", "registered_name": null}
layer732_block7e_se_excitedefault: {"build_config": {"input_shape": [[null, 4, 4, 3072], [null, 1, 1, 3072]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "block7e_se_excite", "trainable": false}, "inbound_nodes": [[["block7e_activation", 0, 0, {}], ["block7e_se_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block7e_se_excite", "registered_name": null}
layer733_block7e_project_convdefault: {"build_config": {"input_shape": [null, 4, 4, 3072]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block7e_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block7e_project_conv", "registered_name": null}
layer734_block7e_project_bndefault: {"build_config": {"input_shape": [null, 4, 4, 512]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block7e_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block7e_project_bn", "registered_name": null}
layer735_block7e_dropdefault: {"build_config": {"input_shape": [null, 4, 4, 512]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block7e_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.19649122807017547, "seed": null, "trainable": false}, "inbound_nodes": [[["block7e_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block7e_drop", "registered_name": null}
layer736_block7e_adddefault: {"build_config": {"input_shape": [[null, 4, 4, 512], [null, 4, 4, 512]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block7e_add", "trainable": false}, "inbound_nodes": [[["block7e_drop", 0, 0, {}], ["block7d_add", 0, 0, {}]]], "module": "keras.layers", "name": "block7e_add", "registered_name": null}
layer737_top_convdefault: {"build_config": {"input_shape": [null, 4, 4, 512]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block7e_add", 0, 0, {}]]], "module": "keras.layers", "name": "top_conv", "registered_name": null}
layer738_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}
layer739_top_activationdefault: {"build_config": {"input_shape": [null, 4, 4, 1280]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "top_activation", "trainable": false}, "inbound_nodes": [[["top_bn", 0, 0, {}]]], "module": "keras.layers", "name": "top_activation", "registered_name": null}
layer740_batch_normalization_4default: {"build_config": {"input_shape": [null, 4, 4, 1280]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["top_activation", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_4", "registered_name": null}
layer741_conv2d_2default: {"build_config": {"input_shape": [null, 4, 4, 1280]}, "class_name": "Conv2D", "config": "relu", "inbound_nodes": [[["batch_normalization_4", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_2", "registered_name": null}
layer742_batch_normalization_5default: {"build_config": {"input_shape": [null, 4, 4, 256]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_2", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_5", "registered_name": null}
layer743_global_average_pooling2d_2default: {"build_config": {"input_shape": [null, 4, 4, 256]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "global_average_pooling2d_2", "trainable": true}, "inbound_nodes": [[["batch_normalization_5", 0, 0, {}]]], "module": "keras.layers", "name": "global_average_pooling2d_2", "registered_name": null}
layer744_dense_4default: {"build_config": {"input_shape": [null, 256]}, "class_name": "Dense", "config": {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_4", "trainable": true, "units": 128, "use_bias": true}, "inbound_nodes": [[["global_average_pooling2d_2", 0, 0, {}]]], "module": "keras.layers", "name": "dense_4", "registered_name": null}
layer745_dropout_2default: {"build_config": {"input_shape": [null, 128]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_2", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}, "inbound_nodes": [[["dense_4", 0, 0, {}]]], "module": "keras.layers", "name": "dropout_2", "registered_name": null}
layer746_dense_5default: {"build_config": {"input_shape": [null, 128]}, "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": 0.00039999998989515007, "name": "Adam", "use_ema": false, "weight_decay": null}}}
tensorflow_versiondefault: "2.15.0"

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