model.json

{"class_name": "Model", "config": {"name": "model_1", "layers": [{"name": "input_1", "class_name": "InputLayer", "config": {"batch_input_shape": [null, 155, 220, 1], "dtype": "float32", "sparse": false, "name": "input_1"}, "inbound_nodes": []}, {"name": "input_2", "class_name": "InputLayer", "config": {"batch_input_shape": [null, 155, 220, 1], "dtype": "float32", "sparse": false, "name": "input_2"}, "inbound_nodes": []}, {"name": "sequential_1", "class_name": "Sequential", "config": {"name": "sequential_1", "layers": [{"class_name": "Conv2D", "config": {"name": "conv1_1", "trainable": true, "batch_input_shape": [null, 155, 220, 1], "dtype": "float32", "filters": 96, "kernel_size": [11, 11], "strides": [4, 4], "padding": "valid", "data_format": "channels_last", "dilation_rate": [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}}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_1", "trainable": true, "axis": 1, "momentum": 0.9, "epsilon": 1e-06, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_1", "trainable": true, "pool_size": [3, 3], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}}, {"class_name": "ZeroPadding2D", "config": {"name": "zero_padding2d_1", "trainable": true, "padding": [[2, 2], [2, 2]], "data_format": "channels_last"}}, {"class_name": "Conv2D", "config": {"name": "conv2_1", "trainable": true, "filters": 256, "kernel_size": [5, 5], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [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}}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_2", "trainable": true, "axis": 1, "momentum": 0.9, "epsilon": 1e-06, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_2", "trainable": true, "pool_size": [3, 3], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}}, {"class_name": "Dropout", "config": {"name": "dropout_1", "trainable": true, "rate": 0.3, "noise_shape": null, "seed": null}}, {"class_name": "ZeroPadding2D", "config": {"name": "zero_padding2d_2", "trainable": true, "padding": [[1, 1], [1, 1]], "data_format": "channels_last"}}, {"class_name": "Conv2D", "config": {"name": "conv3_1", "trainable": true, "filters": 384, "kernel_size": [3, 3], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [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}}, {"class_name": "ZeroPadding2D", "config": {"name": "zero_padding2d_3", "trainable": true, "padding": [[1, 1], [1, 1]], "data_format": "channels_last"}}, {"class_name": "Conv2D", "config": {"name": "conv3_2", "trainable": true, "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [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}}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_3", "trainable": true, "pool_size": [3, 3], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}}, {"class_name": "Dropout", "config": {"name": "dropout_2", "trainable": true, "rate": 0.3, "noise_shape": null, "seed": null}}, {"class_name": "Flatten", "config": {"name": "flatten", "trainable": true, "data_format": "channels_last"}}, {"class_name": "Dense", "config": {"name": "dense_1", "trainable": true, "units": 1024, "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": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 0.0005000000237487257}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "Dropout", "config": {"name": "dropout_3", "trainable": true, "rate": 0.5, "noise_shape": null, "seed": null}}, {"class_name": "Dense", "config": {"name": "dense_2", "trainable": true, "units": 128, "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": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 0.0005000000237487257}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}]}, "inbound_nodes": [[["input_1", 0, 0, {}]], [["input_2", 0, 0, {}]]]}, {"name": "lambda_1", "class_name": "Lambda", "config": {"name": "lambda_1", "trainable": true, "function": ["4wEAAAAAAAAAAwAAAAYAAABDAAAAcygAAAB8AFwCfQF9AnQAagF0AGoCdABqA3wBfAIYAIMBZAFk\nAmQDjQODAVMAKQT6LkNvbXB1dGUgRXVjbGlkZWFuIERpc3RhbmNlIGJldHdlZW4gdHdvIHZlY3Rv\ncnPpAQAAAFQpAtoEYXhpc9oIa2VlcGRpbXMpBNoBS9oEc3FydNoDc3Vt2gZzcXVhcmUpA1oFdmVj\ndHPaAXjaAXmpAHILAAAA+h88aXB5dGhvbi1pbnB1dC0yNy1hYWJhZTY2ZDkzYmY+2hJldWNsaWRl\nYW5fZGlzdGFuY2UBAAAAcwQAAAAAAggB\n", null, null], "function_type": "lambda", "output_shape": ["4wEAAAAAAAAAAwAAAAIAAABDAAAAcxQAAAB8AFwCfQF9AnwBZAEZAGQCZgJTACkDTukAAAAA6QEA\nAACpACkD2gZzaGFwZXPaBnNoYXBlMdoGc2hhcGUycgMAAAByAwAAAPofPGlweXRob24taW5wdXQt\nMjgtNTdhYjU2OGE1NTJiPtoWZXVjbF9kaXN0X291dHB1dF9zaGFwZQEAAABzBAAAAAABCAE=\n", null, null], "output_shape_type": "lambda", "arguments": {}}, "inbound_nodes": [[["sequential_1", 1, 0, {}], ["sequential_1", 2, 0, {}]]]}], "input_layers": [["input_1", 0, 0], ["input_2", 0, 0]], "output_layers": [["lambda_1", 0, 0]]}, "keras_version": "2.2.4", "backend": "tensorflow"}