model.json

{"class_name": "Model", "keras_version": "2.2.4", "config": {"layers": [{"class_name": "InputLayer", "config": {"dtype": "int32", "batch_input_shape": [null, 150], "name": "input_3", "sparse": false}, "inbound_nodes": [], "name": "input_3"}, {"class_name": "Embedding", "config": {"embeddings_initializer": {"class_name": "RandomUniform", "config": {"maxval": 0.05, "seed": null, "minval": -0.05}}, "name": "embedding_3", "dtype": "float32", "output_dim": 100, "trainable": true, "embeddings_regularizer": null, "input_dim": 50000, "mask_zero": false, "embeddings_constraint": null, "batch_input_shape": [null, 150], "activity_regularizer": null, "input_length": 150}, "inbound_nodes": [[["input_3", 0, 0, {}]]], "name": "embedding_3"}, {"class_name": "Conv1D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv1d_1", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "valid", "strides": [1], "dilation_rate": [1], "kernel_regularizer": null, "filters": 128, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": true, "activity_regularizer": null, "kernel_size": [5]}, "inbound_nodes": [[["embedding_3", 0, 0, {}]]], "name": "conv1d_1"}, {"class_name": "MaxPooling1D", "config": {"name": "max_pooling1d_1", "trainable": true, "data_format": "channels_last", "pool_size": [5], "padding": "valid", "strides": [5]}, "inbound_nodes": [[["conv1d_1", 0, 0, {}]]], "name": "max_pooling1d_1"}, {"class_name": "Dropout", "config": {"rate": 0.2, "noise_shape": null, "trainable": true, "seed": null, "name": "dropout_1"}, "inbound_nodes": [[["max_pooling1d_1", 0, 0, {}]]], "name": "dropout_1"}, {"class_name": "Conv1D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv1d_2", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "valid", "strides": [1], "dilation_rate": [1], "kernel_regularizer": null, "filters": 128, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": true, "activity_regularizer": null, "kernel_size": [5]}, "inbound_nodes": [[["dropout_1", 0, 0, {}]]], "name": "conv1d_2"}, {"class_name": "MaxPooling1D", "config": {"name": "max_pooling1d_2", "trainable": true, "data_format": "channels_last", "pool_size": [5], "padding": "valid", "strides": [5]}, "inbound_nodes": [[["conv1d_2", 0, 0, {}]]], "name": "max_pooling1d_2"}, {"class_name": "Dropout", "config": {"rate": 0.2, "noise_shape": null, "trainable": true, "seed": null, "name": "dropout_2"}, "inbound_nodes": [[["max_pooling1d_2", 0, 0, {}]]], "name": "dropout_2"}, {"class_name": "LSTM", "config": {"recurrent_activation": "hard_sigmoid", "trainable": true, "recurrent_initializer": {"class_name": "Orthogonal", "config": {"seed": null, "gain": 1.0}}, "use_bias": true, "bias_regularizer": null, "return_state": false, "unroll": false, "activation": "tanh", "bias_initializer": {"class_name": "Zeros", "config": {}}, "units": 256, "unit_forget_bias": true, "activity_regularizer": null, "recurrent_dropout": 0.0, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "kernel_constraint": null, "dropout": 0.0, "stateful": false, "recurrent_regularizer": null, "name": "lstm_2", "bias_constraint": null, "go_backwards": false, "implementation": 1, "kernel_regularizer": null, "return_sequences": false, "recurrent_constraint": null}, "inbound_nodes": [[["dropout_2", 0, 0, {}]]], "name": "lstm_2"}, {"class_name": "Dense", "config": {"kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "dense_3", "kernel_constraint": null, "bias_regularizer": null, "bias_constraint": null, "activation": "softmax", "trainable": true, "kernel_regularizer": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "units": 2, "use_bias": true, "activity_regularizer": null}, "inbound_nodes": [[["lstm_2", 0, 0, {}]]], "name": "dense_3"}], "input_layers": [["input_3", 0, 0]], "output_layers": [["dense_3", 0, 0]], "name": "model_3"}, "backend": "tensorflow"}