| backend | | default: "tensorflow" |
| class_name | | default: "Functional" |
| config | | default: {"input_layers": [["input_3", 0, 0]], "name": "model_2", "output_layers": [["dense_5", 0, 0]], "trainable": true} |
| layer00_input_3 | | default: {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 128, 128, 3], "dtype": "float32", "name": "input_3", "ragged": false, "sparse": false}, "inbound_nodes": [], "module": "keras.layers", "name": "input_3", "registered_name": null} |
| layer01_conv2d_12 | | default: {"build_config": {"input_shape": [null, 128, 128, 3]}, "class_name": "Conv2D", "config": "elu", "inbound_nodes": [[["input_3", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_12", "registered_name": null} |
| layer02_batch_normalization_14 | | default: {"build_config": {"input_shape": [null, 126, 126, 32]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_12", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_14", "registered_name": null} |
| layer03_conv2d_13 | | default: {"build_config": {"input_shape": [null, 126, 126, 32]}, "class_name": "Conv2D", "config": "elu", "inbound_nodes": [[["batch_normalization_14", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_13", "registered_name": null} |
| layer04_batch_normalization_15 | | default: {"build_config": {"input_shape": [null, 124, 124, 32]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_13", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_15", "registered_name": null} |
| layer05_max_pooling2d_6 | | default: {"build_config": {"input_shape": [null, 124, 124, 32]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_6", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}, "inbound_nodes": [[["batch_normalization_15", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_6", "registered_name": null} |
| layer06_dropout_8 | | default: {"build_config": {"input_shape": [null, 62, 62, 32]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_8", "noise_shape": null, "rate": 0.2, "seed": null, "trainable": true}, "inbound_nodes": [[["max_pooling2d_6", 0, 0, {}]]], "module": "keras.layers", "name": "dropout_8", "registered_name": null} |
| layer07_conv2d_14 | | default: {"build_config": {"input_shape": [null, 62, 62, 32]}, "class_name": "Conv2D", "config": "elu", "inbound_nodes": [[["dropout_8", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_14", "registered_name": null} |
| layer08_batch_normalization_16 | | default: {"build_config": {"input_shape": [null, 60, 60, 96]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_14", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_16", "registered_name": null} |
| layer09_conv2d_15 | | default: {"build_config": {"input_shape": [null, 60, 60, 96]}, "class_name": "Conv2D", "config": "elu", "inbound_nodes": [[["batch_normalization_16", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_15", "registered_name": null} |
| layer10_batch_normalization_17 | | default: {"build_config": {"input_shape": [null, 58, 58, 96]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_15", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_17", "registered_name": null} |
| layer11_max_pooling2d_7 | | default: {"build_config": {"input_shape": [null, 58, 58, 96]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_7", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}, "inbound_nodes": [[["batch_normalization_17", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_7", "registered_name": null} |
| layer12_dropout_9 | | default: {"build_config": {"input_shape": [null, 29, 29, 96]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_9", "noise_shape": null, "rate": 0.3, "seed": null, "trainable": true}, "inbound_nodes": [[["max_pooling2d_7", 0, 0, {}]]], "module": "keras.layers", "name": "dropout_9", "registered_name": null} |
| layer13_conv2d_16 | | default: {"build_config": {"input_shape": [null, 29, 29, 96]}, "class_name": "Conv2D", "config": "elu", "inbound_nodes": [[["dropout_9", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_16", "registered_name": null} |
| layer14_batch_normalization_18 | | default: {"build_config": {"input_shape": [null, 27, 27, 192]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_16", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_18", "registered_name": null} |
| layer15_conv2d_17 | | default: {"build_config": {"input_shape": [null, 27, 27, 192]}, "class_name": "Conv2D", "config": "elu", "inbound_nodes": [[["batch_normalization_18", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_17", "registered_name": null} |
| layer16_batch_normalization_19 | | default: {"build_config": {"input_shape": [null, 25, 25, 192]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_17", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_19", "registered_name": null} |
| layer17_max_pooling2d_8 | | default: {"build_config": {"input_shape": [null, 25, 25, 192]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_8", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}, "inbound_nodes": [[["batch_normalization_19", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_8", "registered_name": null} |
| layer18_dropout_10 | | default: {"build_config": {"input_shape": [null, 12, 12, 192]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_10", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}, "inbound_nodes": [[["max_pooling2d_8", 0, 0, {}]]], "module": "keras.layers", "name": "dropout_10", "registered_name": null} |
| layer19_flatten_2 | | default: {"build_config": {"input_shape": [null, 12, 12, 192]}, "class_name": "Flatten", "config": {"data_format": "channels_last", "dtype": "float32", "name": "flatten_2", "trainable": true}, "inbound_nodes": [[["dropout_10", 0, 0, {}]]], "module": "keras.layers", "name": "flatten_2", "registered_name": null} |
| layer20_dense_4 | | default: {"build_config": {"input_shape": [null, 27648]}, "class_name": "Dense", "config": {"activation": "elu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_4", "trainable": true, "units": 512, "use_bias": true}, "inbound_nodes": [[["flatten_2", 0, 0, {}]]], "module": "keras.layers", "name": "dense_4", "registered_name": null} |
| layer21_batch_normalization_20 | | default: {"build_config": {"input_shape": [null, 512]}, "class_name": "BatchNormalization", "config": [1], "inbound_nodes": [[["dense_4", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_20", "registered_name": null} |
| layer22_dropout_11 | | default: {"build_config": {"input_shape": [null, 512]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_11", "noise_shape": null, "rate": 0.5, "seed": null, "trainable": true}, "inbound_nodes": [[["batch_normalization_20", 0, 0, {}]]], "module": "keras.layers", "name": "dropout_11", "registered_name": null} |
| layer23_dense_5 | | default: {"build_config": {"input_shape": [null, 512]}, "class_name": "Dense", "config": {"activation": "softmax", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}, "module": "keras.initializers", "registered_name": null}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": null, "name": "dense_5", "trainable": true, "units": 67, "use_bias": true}, "inbound_nodes": [[["dropout_11", 0, 0, {}]]], "module": "keras.layers", "name": "dense_5", "registered_name": null} |
| optimizer | | default: {"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": 0.0010000000474974513, "momentum": 0.0, "name": "RMSprop", "rho": 0.9, "use_ema": false, "weight_decay": null}}} |
| tensorflow_version | | default: "2.15.1" |