model.json
11.9 KB
{"class_name": "Model", "config": {"name": "model_1", "layers": [{"name": "img", "class_name": "InputLayer", "config": {"batch_input_shape": [null, 48, 48, 48, 1], "dtype": "float32", "sparse": false, "name": "img"}, "inbound_nodes": []}, {"name": "conv3d_1", "class_name": "Conv3D", "config": {"name": "conv3d_1", "trainable": true, "filters": 8, "kernel_size": [5, 5, 5], "strides": [1, 1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1, 1], "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["img", 0, 0, {}]]]}, {"name": "conv3d_2", "class_name": "Conv3D", "config": {"name": "conv3d_2", "trainable": true, "filters": 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0, 0, {}]]]}, {"name": "conv3d_3", "class_name": "Conv3D", "config": {"name": "conv3d_3", "trainable": true, "filters": 16, "kernel_size": [5, 5, 5], "strides": [1, 1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1, 1], "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dropout_1", 0, 0, {}]]]}, {"name": "conv3d_4", "class_name": "Conv3D", "config": {"name": "conv3d_4", "trainable": true, "filters": 16, "kernel_size": [5, 5, 5], "strides": [1, 1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1, 1], "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": 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null}, "inbound_nodes": [[["dropout_4", 0, 0, {}]]]}, {"name": "concatenate_2", "class_name": "Concatenate", "config": {"name": "concatenate_2", "trainable": true, "axis": -1}, "inbound_nodes": [[["conv3d_transpose_2", 0, 0, {}], ["conv3d_4", 0, 0, {}]]]}, {"name": "conv3d_8", "class_name": "Conv3D", "config": {"name": "conv3d_8", "trainable": true, "filters": 16, "kernel_size": [5, 5, 5], "strides": [1, 1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1, 1], "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate_2", 0, 0, {}]]]}, {"name": "dropout_5", "class_name": "Dropout", "config": {"name": 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["conv3d_2", 0, 0, {}]]]}, {"name": "conv3d_9", "class_name": "Conv3D", "config": {"name": "conv3d_9", "trainable": true, "filters": 8, "kernel_size": [5, 5, 5], "strides": [1, 1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1, 1], "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate_3", 0, 0, {}]]]}, {"name": "dropout_6", "class_name": "Dropout", "config": {"name": "dropout_6", "trainable": true, "rate": 0.3, "noise_shape": null, "seed": null}, "inbound_nodes": [[["conv3d_9", 0, 0, {}]]]}, {"name": "conv3d_10", "class_name": "Conv3D", "config": {"name": "conv3d_10", "trainable": true, "filters": 1, 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"kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv3d_10", 0, 0, {}]]]}], "input_layers": [["img", 0, 0]], "output_layers": [["dense_1", 0, 0]]}, "keras_version": "2.2.4", "backend": "plaidml.keras.backend"}