| backend | | default: "tensorflow" |
| class_name | | default: "Functional" |
| config | | default: {"input_layers": [["input_2", 0, 0]], "name": "model", "output_layers": [["dense_4", 0, 0]], "trainable": true} |
| layer00_input_2 | | default: {"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} |
| layer01_separable_conv2d_3 | | default: {"build_config": {"input_shape": [null, 128, 128, 3]}, "class_name": "SeparableConv2D", "config": "relu", "inbound_nodes": [[["input_2", 0, 0, {}]]], "module": "keras.layers", "name": "separable_conv2d_3", "registered_name": null} |
| layer02_batch_normalization_7 | | default: {"build_config": {"input_shape": [null, 128, 128, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["separable_conv2d_3", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_7", "registered_name": null} |
| layer03_max_pooling2d_5 | | default: {"build_config": {"input_shape": [null, 128, 128, 64]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_5", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}, "inbound_nodes": [[["batch_normalization_7", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_5", "registered_name": null} |
| layer04_separable_conv2d_4 | | default: {"build_config": {"input_shape": [null, 64, 64, 64]}, "class_name": "SeparableConv2D", "config": "relu", "inbound_nodes": [[["max_pooling2d_5", 0, 0, {}]]], "module": "keras.layers", "name": "separable_conv2d_4", "registered_name": null} |
| layer05_batch_normalization_8 | | default: {"build_config": {"input_shape": [null, 64, 64, 128]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["separable_conv2d_4", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_8", "registered_name": null} |
| layer06_max_pooling2d_6 | | default: {"build_config": {"input_shape": [null, 64, 64, 128]}, "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_8", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_6", "registered_name": null} |
| layer07_separable_conv2d_5 | | default: {"build_config": {"input_shape": [null, 32, 32, 128]}, "class_name": "SeparableConv2D", "config": "relu", "inbound_nodes": [[["max_pooling2d_6", 0, 0, {}]]], "module": "keras.layers", "name": "separable_conv2d_5", "registered_name": null} |
| layer08_batch_normalization_9 | | default: {"build_config": {"input_shape": [null, 32, 32, 256]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["separable_conv2d_5", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_9", "registered_name": null} |
| layer09_max_pooling2d_7 | | default: {"build_config": {"input_shape": [null, 32, 32, 256]}, "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_9", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_7", "registered_name": null} |
| layer10_conv2d_2 | | default: {"build_config": {"input_shape": [null, 16, 16, 256]}, "class_name": "Conv2D", "config": "relu", "inbound_nodes": [[["max_pooling2d_7", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_2", "registered_name": null} |
| layer11_batch_normalization_10 | | default: {"build_config": {"input_shape": [null, 16, 16, 512]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_2", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_10", "registered_name": null} |
| layer12_max_pooling2d_8 | | default: {"build_config": {"input_shape": [null, 16, 16, 512]}, "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_10", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_8", "registered_name": null} |
| layer13_conv2d_3 | | default: {"build_config": {"input_shape": [null, 8, 8, 512]}, "class_name": "Conv2D", "config": "relu", "inbound_nodes": [[["max_pooling2d_8", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_3", "registered_name": null} |
| layer14_batch_normalization_11 | | default: {"build_config": {"input_shape": [null, 8, 8, 1024]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["conv2d_3", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_11", "registered_name": null} |
| layer15_max_pooling2d_9 | | default: {"build_config": {"input_shape": [null, 8, 8, 1024]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_9", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}, "inbound_nodes": [[["batch_normalization_11", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_9", "registered_name": null} |
| layer16_global_average_pooling2d_1 | | default: {"build_config": {"input_shape": [null, 4, 4, 1024]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "global_average_pooling2d_1", "trainable": true}, "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]], "module": "keras.layers", "name": "global_average_pooling2d_1", "registered_name": null} |
| layer17_dense_2 | | default: {"build_config": {"input_shape": [null, 1024]}, "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": "HeNormal", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 0.0010000000474974513}, "module": "keras.regularizers", "registered_name": null}, "name": "dense_2", "trainable": true, "units": 512, "use_bias": true}, "inbound_nodes": [[["global_average_pooling2d_1", 0, 0, {}]]], "module": "keras.layers", "name": "dense_2", "registered_name": null} |
| layer18_batch_normalization_12 | | default: {"build_config": {"input_shape": [null, 512]}, "class_name": "BatchNormalization", "config": [1], "inbound_nodes": [[["dense_2", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_12", "registered_name": null} |
| layer19_dropout_2 | | default: {"build_config": {"input_shape": [null, 512]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_2", "noise_shape": null, "rate": 0.3, "seed": null, "trainable": true}, "inbound_nodes": [[["batch_normalization_12", 0, 0, {}]]], "module": "keras.layers", "name": "dropout_2", "registered_name": null} |
| layer20_dense_3 | | default: {"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": "HeNormal", "config": {"seed": null}, "module": "keras.initializers", "registered_name": null}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 0.0010000000474974513}, "module": "keras.regularizers", "registered_name": null}, "name": "dense_3", "trainable": true, "units": 256, "use_bias": true}, "inbound_nodes": [[["dropout_2", 0, 0, {}]]], "module": "keras.layers", "name": "dense_3", "registered_name": null} |
| layer21_batch_normalization_13 | | default: {"build_config": {"input_shape": [null, 256]}, "class_name": "BatchNormalization", "config": [1], "inbound_nodes": [[["dense_3", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_13", "registered_name": null} |
| layer22_dropout_3 | | default: {"build_config": {"input_shape": [null, 256]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_3", "noise_shape": null, "rate": 0.3, "seed": null, "trainable": true}, "inbound_nodes": [[["batch_normalization_13", 0, 0, {}]]], "module": "keras.layers", "name": "dropout_3", "registered_name": null} |
| layer23_dense_4 | | default: {"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_4", "trainable": true, "units": 67, "use_bias": true}, "inbound_nodes": [[["dropout_3", 0, 0, {}]]], "module": "keras.layers", "name": "dense_4", "registered_name": null} |
| optimizer | | default: {"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": {"class_name": "ExponentialDecay", "config": {"decay_rate": 0.9, "decay_steps": 1000, "initial_learning_rate": 0.001, "name": null, "staircase": true}, "module": "keras.optimizers.schedules", "registered_name": null}, "name": "Adam", "use_ema": false, "weight_decay": null}}} |
| tensorflow_version | | default: "2.15.0" |