model.json

{"class_name": "Sequential", "config": [{"class_name": "Conv1D", "config": {"name": "conv1d_7", "trainable": true, "batch_input_shape": [null, 216, 1], "dtype": "float32", "filters": 128, "kernel_size": [5], "strides": [1], "padding": "same", "dilation_rate": [1], "activation": "linear", "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": "Activation", "config": {"name": "activation_8", "trainable": true, "activation": "relu"}}, {"class_name": "Conv1D", "config": {"name": "conv1d_8", "trainable": true, "filters": 128, "kernel_size": [5], "strides": [1], "padding": "same", "dilation_rate": [1], "activation": "linear", "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": "Activation", "config": {"name": "activation_9", "trainable": true, "activation": "relu"}}, {"class_name": "Dropout", "config": {"name": "dropout_3", "trainable": true, "rate": 0.1}}, {"class_name": "MaxPooling1D", "config": {"name": "max_pooling1d_2", "trainable": true, "strides": [8], "pool_size": [8], "padding": "valid"}}, {"class_name": "Conv1D", "config": {"name": "conv1d_9", "trainable": true, "filters": 128, "kernel_size": [5], "strides": [1], "padding": "same", "dilation_rate": [1], "activation": "linear", "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": "Activation", "config": {"name": "activation_10", "trainable": true, "activation": "relu"}}, {"class_name": "Conv1D", "config": {"name": "conv1d_10", "trainable": true, "filters": 128, "kernel_size": [5], "strides": [1], "padding": "same", "dilation_rate": [1], "activation": "linear", "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": "Activation", "config": {"name": "activation_11", "trainable": true, "activation": "relu"}}, {"class_name": "Conv1D", "config": {"name": "conv1d_11", "trainable": true, "filters": 128, "kernel_size": [5], "strides": [1], "padding": "same", "dilation_rate": [1], "activation": "linear", "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": "Activation", "config": {"name": "activation_12", "trainable": true, "activation": "relu"}}, {"class_name": "Dropout", "config": {"name": "dropout_4", "trainable": true, "rate": 0.2}}, {"class_name": "Conv1D", "config": {"name": "conv1d_12", "trainable": true, "filters": 128, "kernel_size": [5], "strides": [1], "padding": "same", "dilation_rate": [1], "activation": "linear", "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": "Activation", "config": {"name": "activation_13", "trainable": true, "activation": "relu"}}, {"class_name": "Flatten", "config": {"name": "flatten_2", "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_2", "trainable": true, "units": 10, "activation": "linear", "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": "Activation", "config": {"name": "activation_14", "trainable": true, "activation": "softmax"}}], "keras_version": "2.0.6", "backend": "tensorflow"}