| backend | | default: "tensorflow" |
| class_name | | default: "Sequential" |
| config | | default: {"name": "sequential_3"} |
| keras_version | | default: "2.2.4" |
| layer00_reshape_3 | | default: {"class_name": "Reshape", "config": {"batch_input_shape": [null, 27648], "dtype": "float32", "name": "reshape_3", "target_shape": [96, 96, 3], "trainable": true}} |
| layer01_conv2d_9 | | default: {"class_name": "Conv2D", "config": {"activation": "linear", "activity_regularizer": null, "batch_input_shape": [null, 32, 32, 3], "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "dtype": "float32", "filters": 32, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [3, 3], "name": "conv2d_9", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}} |
| layer02_dropout_9 | | default: {"class_name": "Dropout", "config": {"name": "dropout_9", "noise_shape": null, "rate": 0.25, "seed": null, "trainable": true}} |
| layer03_conv2d_10 | | default: {"class_name": "Conv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "filters": 64, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [3, 3], "name": "conv2d_10", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}} |
| layer04_conv2d_11 | | default: {"class_name": "Conv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "filters": 64, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [3, 3], "name": "conv2d_11", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}} |
| layer05_max_pooling2d_5 | | default: {"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_5", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}} |
| layer06_dropout_10 | | default: {"class_name": "Dropout", "config": {"name": "dropout_10", "noise_shape": null, "rate": 0.25, "seed": null, "trainable": true}} |
| layer07_conv2d_12 | | default: {"class_name": "Conv2D", "config": {"activation": "linear", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "data_format": "channels_last", "dilation_rate": [1, 1], "filters": 32, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "kernel_size": [3, 3], "name": "conv2d_12", "padding": "same", "strides": [1, 1], "trainable": true, "use_bias": true}} |
| layer08_max_pooling2d_6 | | default: {"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "name": "max_pooling2d_6", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}} |
| layer09_dropout_11 | | default: {"class_name": "Dropout", "config": {"name": "dropout_11", "noise_shape": null, "rate": 0.25, "seed": null, "trainable": true}} |
| layer10_flatten_3 | | default: {"class_name": "Flatten", "config": {"data_format": "channels_last", "name": "flatten_3", "trainable": true}} |
| layer11_dense_5 | | default: {"class_name": "Dense", "config": {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "name": "dense_5", "trainable": true, "units": 1024, "use_bias": true}} |
| layer12_dropout_12 | | default: {"class_name": "Dropout", "config": {"name": "dropout_12", "noise_shape": null, "rate": 0.4, "seed": null, "trainable": true}} |
| layer13_dense_6 | | default: {"class_name": "Dense", "config": {"activation": "softmax", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "name": "dense_6", "trainable": true, "units": 2, "use_bias": true}} |
| optimizer | | default: {"loss": "sparse_categorical_crossentropy", "loss_weights": null, "metrics": ["accuracy"], "optimizer_config": {"class_name": "Adam", "config": {"amsgrad": false, "beta_1": 0.8999999761581421, "beta_2": 0.9990000128746033, "decay": 0.0, "epsilon": 1e-07, "lr": 0.0010000000474974513}}, "sample_weight_mode": null, "weighted_metrics": null} |