| backend | | default: "tensorflow" |
| class_name | | default: "Functional" |
| config | | default: {"input_layers": [["input_5", 0, 0]], "name": "model_4", "output_layers": [["softmax_3", 0, 0]], "trainable": true} |
| layer00_input_5 | | default: {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 300, 300, 3], "dtype": "float32", "name": "input_5", "ragged": false, "sparse": false}, "inbound_nodes": [], "module": "keras.layers", "name": "input_5", "registered_name": null} |
| layer01_conv2d_25 | | default: {"build_config": {"input_shape": [null, 300, 300, 3]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["input_5", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_25", "registered_name": null} |
| layer02_max_pooling2d_24 | | default: {"build_config": {"input_shape": [null, 150, 150, 64]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_24", "padding": "same", "pool_size": [3, 3], "strides": [2, 2], "trainable": true}, "inbound_nodes": [[["conv2d_25", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_24", "registered_name": null} |
| layer03_batch_normalization_24 | | default: {"build_config": {"input_shape": [null, 75, 75, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["max_pooling2d_24", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_24", "registered_name": null} |
| layer04_re_lu_24 | | default: {"build_config": {"input_shape": [null, 75, 75, 64]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_24", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["batch_normalization_24", 0, 0, {}]]], "module": "keras.layers", "name": "re_lu_24", "registered_name": null} |
| layer05_conv2d_26 | | default: {"build_config": {"input_shape": [null, 75, 75, 64]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["re_lu_24", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_26", "registered_name": null} |
| layer06_max_pooling2d_25 | | default: {"build_config": {"input_shape": [null, 75, 75, 64]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_25", "padding": "same", "pool_size": [3, 3], "strides": [1, 1], "trainable": true}, "inbound_nodes": [[["conv2d_26", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_25", "registered_name": null} |
| layer07_batch_normalization_25 | | default: {"build_config": {"input_shape": [null, 75, 75, 64]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["max_pooling2d_25", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_25", "registered_name": null} |
| layer08_re_lu_25 | | default: {"build_config": {"input_shape": [null, 75, 75, 64]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_25", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["batch_normalization_25", 0, 0, {}]]], "module": "keras.layers", "name": "re_lu_25", "registered_name": null} |
| layer09_conv2d_27 | | default: {"build_config": {"input_shape": [null, 75, 75, 64]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["re_lu_25", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_27", "registered_name": null} |
| layer10_max_pooling2d_26 | | default: {"build_config": {"input_shape": [null, 38, 38, 128]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_26", "padding": "same", "pool_size": [3, 3], "strides": [1, 1], "trainable": true}, "inbound_nodes": [[["conv2d_27", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_26", "registered_name": null} |
| layer11_batch_normalization_26 | | default: {"build_config": {"input_shape": [null, 38, 38, 128]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["max_pooling2d_26", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_26", "registered_name": null} |
| layer12_re_lu_26 | | default: {"build_config": {"input_shape": [null, 38, 38, 128]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_26", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["batch_normalization_26", 0, 0, {}]]], "module": "keras.layers", "name": "re_lu_26", "registered_name": null} |
| layer13_conv2d_28 | | default: {"build_config": {"input_shape": [null, 38, 38, 128]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["re_lu_26", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_28", "registered_name": null} |
| layer14_max_pooling2d_27 | | default: {"build_config": {"input_shape": [null, 38, 38, 128]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_27", "padding": "same", "pool_size": [3, 3], "strides": [1, 1], "trainable": true}, "inbound_nodes": [[["conv2d_28", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_27", "registered_name": null} |
| layer15_batch_normalization_27 | | default: {"build_config": {"input_shape": [null, 38, 38, 128]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["max_pooling2d_27", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_27", "registered_name": null} |
| layer16_re_lu_27 | | default: {"build_config": {"input_shape": [null, 38, 38, 128]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_27", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["batch_normalization_27", 0, 0, {}]]], "module": "keras.layers", "name": "re_lu_27", "registered_name": null} |
| layer17_conv2d_29 | | default: {"build_config": {"input_shape": [null, 38, 38, 128]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["re_lu_27", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_29", "registered_name": null} |
| layer18_max_pooling2d_28 | | default: {"build_config": {"input_shape": [null, 38, 38, 128]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_28", "padding": "same", "pool_size": [3, 3], "strides": [1, 1], "trainable": true}, "inbound_nodes": [[["conv2d_29", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_28", "registered_name": null} |
| layer19_batch_normalization_28 | | default: {"build_config": {"input_shape": [null, 38, 38, 128]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["max_pooling2d_28", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_28", "registered_name": null} |
| layer20_re_lu_28 | | default: {"build_config": {"input_shape": [null, 38, 38, 128]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_28", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["batch_normalization_28", 0, 0, {}]]], "module": "keras.layers", "name": "re_lu_28", "registered_name": null} |
| layer21_conv2d_30 | | default: {"build_config": {"input_shape": [null, 38, 38, 128]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["re_lu_28", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_30", "registered_name": null} |
| layer22_max_pooling2d_29 | | default: {"build_config": {"input_shape": [null, 19, 19, 256]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_29", "padding": "same", "pool_size": [3, 3], "strides": [1, 1], "trainable": true}, "inbound_nodes": [[["conv2d_30", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_29", "registered_name": null} |
| layer23_batch_normalization_29 | | default: {"build_config": {"input_shape": [null, 19, 19, 256]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["max_pooling2d_29", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_29", "registered_name": null} |
| layer24_re_lu_29 | | default: {"build_config": {"input_shape": [null, 19, 19, 256]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_29", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["batch_normalization_29", 0, 0, {}]]], "module": "keras.layers", "name": "re_lu_29", "registered_name": null} |
| layer25_conv2d_31 | | default: {"build_config": {"input_shape": [null, 19, 19, 256]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["re_lu_29", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_31", "registered_name": null} |
| layer26_max_pooling2d_30 | | default: {"build_config": {"input_shape": [null, 10, 10, 256]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_30", "padding": "same", "pool_size": [3, 3], "strides": [1, 1], "trainable": true}, "inbound_nodes": [[["conv2d_31", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_30", "registered_name": null} |
| layer27_batch_normalization_30 | | default: {"build_config": {"input_shape": [null, 10, 10, 256]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["max_pooling2d_30", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_30", "registered_name": null} |
| layer28_re_lu_30 | | default: {"build_config": {"input_shape": [null, 10, 10, 256]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_30", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["batch_normalization_30", 0, 0, {}]]], "module": "keras.layers", "name": "re_lu_30", "registered_name": null} |
| layer29_conv2d_32 | | default: {"build_config": {"input_shape": [null, 10, 10, 256]}, "class_name": "Conv2D", "config": "linear", "inbound_nodes": [[["re_lu_30", 0, 0, {}]]], "module": "keras.layers", "name": "conv2d_32", "registered_name": null} |
| layer30_max_pooling2d_31 | | default: {"build_config": {"input_shape": [null, 5, 5, 256]}, "class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_31", "padding": "same", "pool_size": [3, 3], "strides": [1, 1], "trainable": true}, "inbound_nodes": [[["conv2d_32", 0, 0, {}]]], "module": "keras.layers", "name": "max_pooling2d_31", "registered_name": null} |
| layer31_batch_normalization_31 | | default: {"build_config": {"input_shape": [null, 5, 5, 256]}, "class_name": "BatchNormalization", "config": [3], "inbound_nodes": [[["max_pooling2d_31", 0, 0, {}]]], "module": "keras.layers", "name": "batch_normalization_31", "registered_name": null} |
| layer32_re_lu_31 | | default: {"build_config": {"input_shape": [null, 5, 5, 256]}, "class_name": "ReLU", "config": {"dtype": "float32", "max_value": null, "name": "re_lu_31", "negative_slope": 0.0, "threshold": 0.0, "trainable": true}, "inbound_nodes": [[["batch_normalization_31", 0, 0, {}]]], "module": "keras.layers", "name": "re_lu_31", "registered_name": null} |
| layer33_average_pooling2d_3 | | default: {"build_config": {"input_shape": [null, 5, 5, 256]}, "class_name": "AveragePooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "average_pooling2d_3", "padding": "valid", "pool_size": [4, 4], "strides": [4, 4], "trainable": true}, "inbound_nodes": [[["re_lu_31", 0, 0, {}]]], "module": "keras.layers", "name": "average_pooling2d_3", "registered_name": null} |
| layer34_flatten_3 | | default: {"build_config": {"input_shape": [null, 1, 1, 256]}, "class_name": "Flatten", "config": {"data_format": "channels_last", "dtype": "float32", "name": "flatten_3", "trainable": true}, "inbound_nodes": [[["average_pooling2d_3", 0, 0, {}]]], "module": "keras.layers", "name": "flatten_3", "registered_name": null} |
| layer35_dense_4 | | default: {"build_config": {"input_shape": [null, 256]}, "class_name": "Dense", "config": {"activation": "linear", "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": [[["flatten_3", 0, 0, {}]]], "module": "keras.layers", "name": "dense_4", "registered_name": null} |
| layer36_softmax_3 | | default: {"build_config": {"input_shape": [null, 67]}, "class_name": "Softmax", "config": {"axis": -1, "dtype": "float32", "name": "softmax_3", "trainable": true}, "inbound_nodes": [[["dense_4", 0, 0, {}]]], "module": "keras.layers", "name": "softmax_3", "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": true, "learning_rate": 9.999999747378752e-05, "name": "Adam", "use_ema": false, "weight_decay": null}}} |
| tensorflow_version | | default: "2.15.1" |