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tensorflow.keras.src.engine.functional.Functional.5101da12

tensorflow.keras.src.engine.functional.Functional.5101da12

Visibility: public Uploaded 09-04-2024 by Hidden tensorflow==2.15.0 numpy>=1.6.1 scipy>=0.9 1 runs
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  • openml-python python tensorflow tensorflow_2.15.0
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Automatically created tensorflow flow.

Parameters

backenddefault: "tensorflow"
class_namedefault: "Functional"
configdefault: {"input_layers": [["input_2", 0, 0]], "name": "model_1", "output_layers": [["dense_5", 0, 0]], "trainable": true}
layer000_input_2default: {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 128, 128, 3], "dtype": "float32", "name": "input_2", "ragged": false, "sparse": false}, "inbound_nodes": [], "module": "keras.layers", "name": "input_2", "registered_name": null}
layer001_rescaling_1default: {"build_config": {"input_shape": [null, 128, 128, 3]}, "class_name": "Rescaling", "config": {"dtype": "float32", "name": "rescaling_1", "offset": 0.0, "scale": 0.00392156862745098, "trainable": false}, "inbound_nodes": [[["input_2", 0, 0, {}]]], "module": "keras.layers", "name": "rescaling_1", "registered_name": null}
layer002_normalization_1default: {"build_config": {"input_shape": [null, 128, 128, 3]}, "class_name": "Normalization", "config": {"axis": [3], "dtype": "float32", "invert": false, "mean": [0.485, 0.456, 0.406], "name": "normalization_1", "trainable": false, "variance": [0.052441, 0.050176000000000005, 0.050625]}, "inbound_nodes": [[["rescaling_1", 0, 0, {}]]], "module": "keras.layers", "name": "normalization_1", "registered_name": null}
layer003_stem_convdefault: {"build_config": {"input_shape": [null, 128, 128, 3]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["normalization_1", 0, 0, {}]]], "module": "keras.layers", "name": "stem_conv", "registered_name": null}
layer004_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}
layer005_stem_activationdefault: {"build_config": {"input_shape": [null, 64, 64, 32]}, "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}
layer006_block1a_project_convdefault: {"build_config": {"input_shape": [null, 64, 64, 32]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["stem_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block1a_project_conv", "registered_name": null}
layer007_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}
layer008_block1a_project_activationdefault: {"build_config": {"input_shape": [null, 64, 64, 16]}, "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}
layer009_block1b_project_convdefault: {"build_config": {"input_shape": [null, 64, 64, 16]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block1a_project_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_project_conv", "registered_name": null}
layer010_block1b_project_bndefault: {"build_config": {"input_shape": [null, 64, 64, 16]}, "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, 16]}, "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, 16]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block1b_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.009523809523809525, "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, 16], [null, 64, 64, 16]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block1b_add", "trainable": false}, "inbound_nodes": [[["block1b_drop", 0, 0, {}], ["block1a_project_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block1b_add", "registered_name": null}
layer014_block2a_expand_convdefault: {"build_config": {"input_shape": [null, 64, 64, 16]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block1b_add", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_expand_conv", "registered_name": null}
layer015_block2a_expand_bndefault: {"build_config": {"input_shape": [null, 32, 32, 64]}, "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, 32, 32, 64]}, "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}
layer017_block2a_project_convdefault: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2a_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_project_conv", "registered_name": null}
layer018_block2a_project_bndefault: {"build_config": {"input_shape": [null, 32, 32, 32]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2a_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2a_project_bn", "registered_name": null}
layer019_block2b_expand_convdefault: {"build_config": {"input_shape": [null, 32, 32, 32]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_expand_conv", "registered_name": null}
layer020_block2b_expand_bndefault: {"build_config": {"input_shape": [null, 32, 32, 128]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2b_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_expand_bn", "registered_name": null}
layer021_block2b_expand_activationdefault: {"build_config": {"input_shape": [null, 32, 32, 128]}, "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}
layer022_block2b_project_convdefault: {"build_config": {"input_shape": [null, 32, 32, 128]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2b_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_project_conv", "registered_name": null}
layer023_block2b_project_bndefault: {"build_config": {"input_shape": [null, 32, 32, 32]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2b_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_project_bn", "registered_name": null}
layer024_block2b_dropdefault: {"build_config": {"input_shape": [null, 32, 32, 32]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block2b_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.028571428571428574, "seed": null, "trainable": false}, "inbound_nodes": [[["block2b_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2b_drop", "registered_name": null}
layer025_block2b_adddefault: {"build_config": {"input_shape": [[null, 32, 32, 32], [null, 32, 32, 32]]}, "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}
layer026_block2c_expand_convdefault: {"build_config": {"input_shape": [null, 32, 32, 32]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2b_add", 0, 0, {}]]], "module": "keras.layers", "name": "block2c_expand_conv", "registered_name": null}
layer027_block2c_expand_bndefault: {"build_config": {"input_shape": [null, 32, 32, 128]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2c_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2c_expand_bn", "registered_name": null}
layer028_block2c_expand_activationdefault: {"build_config": {"input_shape": [null, 32, 32, 128]}, "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}
layer029_block2c_project_convdefault: {"build_config": {"input_shape": [null, 32, 32, 128]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2c_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block2c_project_conv", "registered_name": null}
layer030_block2c_project_bndefault: {"build_config": {"input_shape": [null, 32, 32, 32]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block2c_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block2c_project_bn", "registered_name": null}
layer031_block2c_dropdefault: {"build_config": {"input_shape": [null, 32, 32, 32]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block2c_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.0380952380952381, "seed": null, "trainable": false}, "inbound_nodes": [[["block2c_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block2c_drop", "registered_name": null}
layer032_block2c_adddefault: {"build_config": {"input_shape": [[null, 32, 32, 32], [null, 32, 32, 32]]}, "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}
layer033_block3a_expand_convdefault: {"build_config": {"input_shape": [null, 32, 32, 32]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block2c_add", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_expand_conv", "registered_name": null}
layer034_block3a_expand_bndefault: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3a_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_expand_bn", "registered_name": null}
layer035_block3a_expand_activationdefault: {"build_config": {"input_shape": [null, 16, 16, 128]}, "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}
layer036_block3a_project_convdefault: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block3a_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_project_conv", "registered_name": null}
layer037_block3a_project_bndefault: {"build_config": {"input_shape": [null, 16, 16, 56]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3a_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block3a_project_bn", "registered_name": null}
layer038_block3b_expand_convdefault: {"build_config": {"input_shape": [null, 16, 16, 56]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block3a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_expand_conv", "registered_name": null}
layer039_block3b_expand_bndefault: {"build_config": {"input_shape": [null, 16, 16, 224]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3b_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_expand_bn", "registered_name": null}
layer040_block3b_expand_activationdefault: {"build_config": {"input_shape": [null, 16, 16, 224]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block3b_expand_activation", "trainable": false}, "inbound_nodes": [[["block3b_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_expand_activation", "registered_name": null}
layer041_block3b_project_convdefault: {"build_config": {"input_shape": [null, 16, 16, 224]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block3b_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_project_conv", "registered_name": null}
layer042_block3b_project_bndefault: {"build_config": {"input_shape": [null, 16, 16, 56]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3b_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_project_bn", "registered_name": null}
layer043_block3b_dropdefault: {"build_config": {"input_shape": [null, 16, 16, 56]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block3b_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.05714285714285715, "seed": null, "trainable": false}, "inbound_nodes": [[["block3b_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_drop", "registered_name": null}
layer044_block3b_adddefault: {"build_config": {"input_shape": [[null, 16, 16, 56], [null, 16, 16, 56]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block3b_add", "trainable": false}, "inbound_nodes": [[["block3b_drop", 0, 0, {}], ["block3a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3b_add", "registered_name": null}
layer045_block3c_expand_convdefault: {"build_config": {"input_shape": [null, 16, 16, 56]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block3b_add", 0, 0, {}]]], "module": "keras.layers", "name": "block3c_expand_conv", "registered_name": null}
layer046_block3c_expand_bndefault: {"build_config": {"input_shape": [null, 16, 16, 224]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3c_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block3c_expand_bn", "registered_name": null}
layer047_block3c_expand_activationdefault: {"build_config": {"input_shape": [null, 16, 16, 224]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block3c_expand_activation", "trainable": false}, "inbound_nodes": [[["block3c_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3c_expand_activation", "registered_name": null}
layer048_block3c_project_convdefault: {"build_config": {"input_shape": [null, 16, 16, 224]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block3c_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block3c_project_conv", "registered_name": null}
layer049_block3c_project_bndefault: {"build_config": {"input_shape": [null, 16, 16, 56]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block3c_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block3c_project_bn", "registered_name": null}
layer050_block3c_dropdefault: {"build_config": {"input_shape": [null, 16, 16, 56]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block3c_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.06666666666666668, "seed": null, "trainable": false}, "inbound_nodes": [[["block3c_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block3c_drop", "registered_name": null}
layer051_block3c_adddefault: {"build_config": {"input_shape": [[null, 16, 16, 56], [null, 16, 16, 56]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block3c_add", "trainable": false}, "inbound_nodes": [[["block3c_drop", 0, 0, {}], ["block3b_add", 0, 0, {}]]], "module": "keras.layers", "name": "block3c_add", "registered_name": null}
layer052_block4a_expand_convdefault: {"build_config": {"input_shape": [null, 16, 16, 56]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block3c_add", 0, 0, {}]]], "module": "keras.layers", "name": "block4a_expand_conv", "registered_name": null}
layer053_block4a_expand_bndefault: {"build_config": {"input_shape": [null, 16, 16, 224]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block4a_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block4a_expand_bn", "registered_name": null}
layer054_block4a_expand_activationdefault: {"build_config": {"input_shape": [null, 16, 16, 224]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block4a_expand_activation", "trainable": false}, "inbound_nodes": [[["block4a_expand_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block4a_expand_activation", "registered_name": null}
layer055_block4a_dwconv2default: {"build_config": {"input_shape": [null, 16, 16, 224]}, "class_name": "DepthwiseConv2D", "config": "linear", "inbound_nodes": [[["block4a_expand_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block4a_dwconv2", "registered_name": null}
layer056_block4a_bndefault: {"build_config": {"input_shape": [null, 8, 8, 224]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block4a_dwconv2", 0, 0, {}]]], "module": "keras.layers", "name": "block4a_bn", "registered_name": null}
layer057_block4a_activationdefault: {"build_config": {"input_shape": [null, 8, 8, 224]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block4a_activation", "trainable": false}, "inbound_nodes": [[["block4a_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block4a_activation", "registered_name": null}
layer058_block4a_se_squeezedefault: {"build_config": {"input_shape": [null, 8, 8, 224]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "block4a_se_squeeze", "trainable": false}, "inbound_nodes": [[["block4a_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block4a_se_squeeze", "registered_name": null}
layer059_block4a_se_reshapedefault: {"build_config": {"input_shape": [null, 224]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block4a_se_reshape", "target_shape": [1, 1, 224], "trainable": false}, "inbound_nodes": [[["block4a_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block4a_se_reshape", "registered_name": null}
layer060_block4a_se_reducedefault: {"build_config": {"input_shape": [null, 1, 1, 224]}, "class_name": "Conv2D", "config": "swish", "inbound_nodes": [[["block4a_se_reshape", 0, 0, {}]]], "module": "keras.layers", "name": "block4a_se_reduce", "registered_name": null}
layer061_block4a_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 14]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block4a_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block4a_se_expand", "registered_name": null}
layer062_block4a_se_excitedefault: {"build_config": {"input_shape": [[null, 8, 8, 224], [null, 1, 1, 224]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "block4a_se_excite", "trainable": false}, "inbound_nodes": [[["block4a_activation", 0, 0, {}], ["block4a_se_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block4a_se_excite", "registered_name": null}
layer063_block4a_project_convdefault: {"build_config": {"input_shape": [null, 8, 8, 224]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block4a_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block4a_project_conv", "registered_name": null}
layer064_block4a_project_bndefault: {"build_config": {"input_shape": [null, 8, 8, 104]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block4a_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block4a_project_bn", "registered_name": null}
layer065_block4b_expand_convdefault: {"build_config": {"input_shape": [null, 8, 8, 104]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block4a_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block4b_expand_conv", "registered_name": null}
layer066_block4b_expand_bndefault: {"build_config": {"input_shape": [null, 8, 8, 416]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block4b_expand_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block4b_expand_bn", "registered_name": null}
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layer335_block6j_bndefault: {"build_config": {"input_shape": [null, 4, 4, 1248]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block6j_dwconv2", 0, 0, {}]]], "module": "keras.layers", "name": "block6j_bn", "registered_name": null}
layer336_block6j_activationdefault: {"build_config": {"input_shape": [null, 4, 4, 1248]}, "class_name": "Activation", "config": {"activation": "swish", "dtype": "float32", "name": "block6j_activation", "trainable": true}, "inbound_nodes": [[["block6j_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block6j_activation", "registered_name": null}
layer337_block6j_se_squeezedefault: {"build_config": {"input_shape": [null, 4, 4, 1248]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "block6j_se_squeeze", "trainable": true}, "inbound_nodes": [[["block6j_activation", 0, 0, {}]]], "module": "keras.layers", "name": "block6j_se_squeeze", "registered_name": null}
layer338_block6j_se_reshapedefault: {"build_config": {"input_shape": [null, 1248]}, "class_name": "Reshape", "config": {"dtype": "float32", "name": "block6j_se_reshape", "target_shape": [1, 1, 1248], "trainable": true}, "inbound_nodes": [[["block6j_se_squeeze", 0, 0, {}]]], "module": "keras.layers", "name": "block6j_se_reshape", "registered_name": null}
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layer340_block6j_se_expanddefault: {"build_config": {"input_shape": [null, 1, 1, 52]}, "class_name": "Conv2D", "config": "sigmoid", "inbound_nodes": [[["block6j_se_reduce", 0, 0, {}]]], "module": "keras.layers", "name": "block6j_se_expand", "registered_name": null}
layer341_block6j_se_excitedefault: {"build_config": {"input_shape": [[null, 4, 4, 1248], [null, 1, 1, 1248]]}, "class_name": "Multiply", "config": {"dtype": "float32", "name": "block6j_se_excite", "trainable": true}, "inbound_nodes": [[["block6j_activation", 0, 0, {}], ["block6j_se_expand", 0, 0, {}]]], "module": "keras.layers", "name": "block6j_se_excite", "registered_name": null}
layer342_block6j_project_convdefault: {"build_config": {"input_shape": [null, 4, 4, 1248]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block6j_se_excite", 0, 0, {}]]], "module": "keras.layers", "name": "block6j_project_conv", "registered_name": null}
layer343_block6j_project_bndefault: {"build_config": {"input_shape": [null, 4, 4, 208]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["block6j_project_conv", 0, 0, {}]]], "module": "keras.layers", "name": "block6j_project_bn", "registered_name": null}
layer344_block6j_dropdefault: {"build_config": {"input_shape": [null, 4, 4, 208]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "block6j_drop", "noise_shape": [null, 1, 1, 1], "rate": 0.2571428571428572, "seed": null, "trainable": true}, "inbound_nodes": [[["block6j_project_bn", 0, 0, {}]]], "module": "keras.layers", "name": "block6j_drop", "registered_name": null}
layer345_block6j_adddefault: {"build_config": {"input_shape": [[null, 4, 4, 208], [null, 4, 4, 208]]}, "class_name": "Add", "config": {"dtype": "float32", "name": "block6j_add", "trainable": true}, "inbound_nodes": [[["block6j_drop", 0, 0, {}], ["block6i_add", 0, 0, {}]]], "module": "keras.layers", "name": "block6j_add", "registered_name": null}
layer346_top_convdefault: {"build_config": {"input_shape": [null, 4, 4, 208]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["block6j_add", 0, 0, {}]]], "module": "keras.layers", "name": "top_conv", "registered_name": null}
layer347_top_bndefault: {"build_config": {"input_shape": [null, 4, 4, 1408]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["top_conv", 0, 0, {}]]], "module": "keras.layers", "name": "top_bn", "registered_name": null}
layer348_top_activationdefault: {"build_config": {"input_shape": [null, 4, 4, 1408]}, "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}
layer349_global_average_pooling2d_1default: {"build_config": {"input_shape": [null, 4, 4, 1408]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "global_average_pooling2d_1", "trainable": true}, "inbound_nodes": [[["top_activation", 0, 0, {}]]], "module": "keras.layers", "name": "global_average_pooling2d_1", "registered_name": null}
layer350_batch_normalization_3default: {"build_config": {"input_shape": [null, 1408]}, "class_name": "BatchNormalization", "config": [1], "inbound_nodes": [[["global_average_pooling2d_1", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_3", "registered_name": null}
layer351_dropout_3default: {"build_config": {"input_shape": [null, 1408]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_3", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}, "inbound_nodes": [[["batch_normalization_3", 0, 0, {}]]], "module": "keras.layers", "name": "dropout_3", "registered_name": null}
layer352_dense_3default: {"build_config": {"input_shape": [null, 1408]}, "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_3", "trainable": true, "units": 512, "use_bias": true}, "inbound_nodes": [[["dropout_3", 0, 0, {}]]], "module": "keras.layers", "name": "dense_3", "registered_name": null}
layer353_batch_normalization_4default: {"build_config": {"input_shape": [null, 512]}, "class_name": "BatchNormalization", "config": [1], "inbound_nodes": [[["dense_3", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_4", "registered_name": null}
layer354_dropout_4default: {"build_config": {"input_shape": [null, 512]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_4", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}, "inbound_nodes": [[["batch_normalization_4", 0, 0, {}]]], "module": "keras.layers", "name": "dropout_4", "registered_name": null}
layer355_dense_4default: {"build_config": {"input_shape": [null, 512]}, "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": 256, "use_bias": true}, "inbound_nodes": [[["dropout_4", 0, 0, {}]]], "module": "keras.layers", "name": "dense_4", "registered_name": null}
layer356_batch_normalization_5default: {"build_config": {"input_shape": [null, 256]}, "class_name": "BatchNormalization", "config": [1], "inbound_nodes": [[["dense_4", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_5", "registered_name": null}
layer357_dropout_5default: {"build_config": {"input_shape": [null, 256]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_5", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}, "inbound_nodes": [[["batch_normalization_5", 0, 0, {}]]], "module": "keras.layers", "name": "dropout_5", "registered_name": null}
layer358_dense_5default: {"build_config": {"input_shape": [null, 256]}, "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_5", 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": false, "learning_rate": 0.004999999888241291, "name": "Adam", "use_ema": false, "weight_decay": null}}}
tensorflow_versiondefault: "2.15.0"

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