| backend | | default: "tensorflow" |
| class_name | | default: "Sequential" |
| config | | default: {"name": "sequential"} |
| layer00_conv2d_input | | default: {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 128, 128, 3], "dtype": "float32", "name": "conv2d_input", "ragged": false, "sparse": false}, "module": "keras.layers", "registered_name": null} |
| layer01_conv2d | | default: {"build_config": {"input_shape": [null, 128, 128, 3]}, "class_name": "Conv2D", "config": "relu", "module": "keras.layers", "registered_name": null} |
| layer02_batch_normalization | | default: {"build_config": {"input_shape": [null, 128, 128, 32]}, "class_name": "BatchNormalization", "config": [3], "module": "keras.layers", "registered_name": null} |
| layer03_conv2d_1 | | default: {"build_config": {"input_shape": [null, 128, 128, 32]}, "class_name": "Conv2D", "config": "relu", "module": "keras.layers", "registered_name": null} |
| layer04_batch_normalization_1 | | default: {"build_config": {"input_shape": [null, 128, 128, 32]}, "class_name": "BatchNormalization", "config": [3], "module": "keras.layers", "registered_name": null} |
| layer05_max_pooling2d | | default: {"build_config": {"input_shape": [null, 128, 128, 32]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}, "module": "keras.layers", "registered_name": null} |
| layer06_dropout | | default: {"build_config": {"input_shape": [null, 64, 64, 32]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout", "noise_shape": null, "rate": 0.2, "seed": null, "trainable": true}, "module": "keras.layers", "registered_name": null} |
| layer07_conv2d_2 | | default: {"build_config": {"input_shape": [null, 64, 64, 32]}, "class_name": "Conv2D", "config": "relu", "module": "keras.layers", "registered_name": null} |
| layer08_batch_normalization_2 | | default: {"build_config": {"input_shape": [null, 64, 64, 64]}, "class_name": "BatchNormalization", "config": [3], "module": "keras.layers", "registered_name": null} |
| layer09_conv2d_3 | | default: {"build_config": {"input_shape": [null, 64, 64, 64]}, "class_name": "Conv2D", "config": "relu", "module": "keras.layers", "registered_name": null} |
| layer10_batch_normalization_3 | | default: {"build_config": {"input_shape": [null, 64, 64, 64]}, "class_name": "BatchNormalization", "config": [3], "module": "keras.layers", "registered_name": null} |
| layer11_max_pooling2d_1 | | default: {"build_config": {"input_shape": [null, 64, 64, 64]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_1", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}, "module": "keras.layers", "registered_name": null} |
| layer12_dropout_1 | | default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_1", "noise_shape": null, "rate": 0.3, "seed": null, "trainable": true}, "module": "keras.layers", "registered_name": null} |
| layer13_conv2d_4 | | default: {"build_config": {"input_shape": [null, 32, 32, 64]}, "class_name": "Conv2D", "config": "relu", "module": "keras.layers", "registered_name": null} |
| layer14_batch_normalization_4 | | default: {"build_config": {"input_shape": [null, 32, 32, 128]}, "class_name": "BatchNormalization", "config": [3], "module": "keras.layers", "registered_name": null} |
| layer15_conv2d_5 | | default: {"build_config": {"input_shape": [null, 32, 32, 128]}, "class_name": "Conv2D", "config": "relu", "module": "keras.layers", "registered_name": null} |
| layer16_batch_normalization_5 | | default: {"build_config": {"input_shape": [null, 32, 32, 128]}, "class_name": "BatchNormalization", "config": [3], "module": "keras.layers", "registered_name": null} |
| layer17_max_pooling2d_2 | | default: {"build_config": {"input_shape": [null, 32, 32, 128]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_2", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}, "module": "keras.layers", "registered_name": null} |
| layer18_dropout_2 | | default: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_2", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}, "module": "keras.layers", "registered_name": null} |
| layer19_conv2d_6 | | default: {"build_config": {"input_shape": [null, 16, 16, 128]}, "class_name": "Conv2D", "config": "relu", "module": "keras.layers", "registered_name": null} |
| layer20_batch_normalization_6 | | default: {"build_config": {"input_shape": [null, 16, 16, 256]}, "class_name": "BatchNormalization", "config": [3], "module": "keras.layers", "registered_name": null} |
| layer21_conv2d_7 | | default: {"build_config": {"input_shape": [null, 16, 16, 256]}, "class_name": "Conv2D", "config": "relu", "module": "keras.layers", "registered_name": null} |
| layer22_batch_normalization_7 | | default: {"build_config": {"input_shape": [null, 16, 16, 256]}, "class_name": "BatchNormalization", "config": [3], "module": "keras.layers", "registered_name": null} |
| layer23_max_pooling2d_3 | | default: {"build_config": {"input_shape": [null, 16, 16, 256]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_3", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}, "module": "keras.layers", "registered_name": null} |
| layer24_dropout_3 | | default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_3", "noise_shape": null, "rate": 0.5, "seed": null, "trainable": true}, "module": "keras.layers", "registered_name": null} |
| layer25_global_average_pooling2d | | default: {"build_config": {"input_shape": [null, 8, 8, 256]}, "class_name": "GlobalAveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "keepdims": false, "name": "global_average_pooling2d", "trainable": true}, "module": "keras.layers", "registered_name": null} |
| layer26_dense | | default: {"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": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "module": "keras.regularizers", "registered_name": null}, "name": "dense", "trainable": true, "units": 192, "use_bias": true}, "module": "keras.layers", "registered_name": null} |
| layer27_batch_normalization_8 | | default: {"build_config": {"input_shape": [null, 192]}, "class_name": "BatchNormalization", "config": [1], "module": "keras.layers", "registered_name": null} |
| layer28_dropout_4 | | default: {"build_config": {"input_shape": [null, 192]}, "class_name": "Dropout", "config": {"dtype": "float32", "name": "dropout_4", "noise_shape": null, "rate": 0.25, "seed": null, "trainable": true}, "module": "keras.layers", "registered_name": null} |
| layer29_dense_1 | | default: {"build_config": {"input_shape": [null, 192]}, "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}, "module": "keras.layers", "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: "2.15.0" |