bidirectional_lstm_softmax_architecture.json

{"class_name": "Sequential", "config": [{"class_name": "Embedding", "config": {"name": "embedding_1", "trainable": true, "batch_input_shape": [null, 44728], "dtype": "float32", "input_dim": 171, "output_dim": 100, "embeddings_initializer": {"class_name": "RandomUniform", "config": {"minval": -0.05, "maxval": 0.05, "seed": null}}, "embeddings_regularizer": null, "activity_regularizer": null, "embeddings_constraint": null, "mask_zero": false, "input_length": 44728}}, {"class_name": "SpatialDropout1D", "config": {"name": "spatial_dropout1d_1", "trainable": true, "rate": 0.2, "noise_shape": null, "seed": null}}, {"class_name": "Bidirectional", "config": {"name": "bidirectional_1", "trainable": true, "layer": {"class_name": "LSTM", "config": {"name": "lstm_1", "trainable": true, "batch_input_shape": [null, 44728, 100], "dtype": "float32", "return_sequences": false, "return_state": false, "go_backwards": false, "stateful": false, "unroll": false, "units": 64, "activation": "tanh", "recurrent_activation": "hard_sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "recurrent_initializer": {"class_name": "Orthogonal", "config": {"gain": 1.0, "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "unit_forget_bias": true, "kernel_regularizer": null, "recurrent_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "recurrent_constraint": null, "bias_constraint": null, "dropout": 0.2, "recurrent_dropout": 0.2, "implementation": 1}}, "merge_mode": "concat"}}, {"class_name": "Dense", "config": {"name": "dense_1", "trainable": true, "units": 2, "activation": "softmax", "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}}], "keras_version": "2.1.6", "backend": "tensorflow"}