| {"name": "model_2", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 1000], "dtype": "float32", "sparse": false, "ragged": false, "name": "Encoder_Inputs"}, "name": "Encoder_Inputs", "inbound_nodes": []}, {"class_name": "Embedding", "config": {"name": "Encoder_Embedding", "trainable": true, "batch_input_shape": [null, 1000], "dtype": "float32", "input_dim": 1056527, "output_dim": 300, "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": 1000}, "name": "Encoder_Embedding", "inbound_nodes": [[["Encoder_Inputs", 0, 0, {}]]]}, {"class_name": "Bidirectional", "config": {"name": "Encoder_BiLSTM_Layer1", "trainable": true, "dtype": "float32", "layer": {"class_name": "LSTM", "config": {"name": "lstm", "trainable": true, "dtype": "float32", "return_sequences": true, "return_state": true, "go_backwards": false, "stateful": false, "unroll": false, "time_major": false, "units": 128, "activation": "tanh", "recurrent_activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"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"}, "name": "Encoder_BiLSTM_Layer1", "inbound_nodes": [[["Encoder_Embedding", 0, 0, {}]]]}, {"class_name": "Bidirectional", "config": {"name": "Encoder_BiLSTM_Layer2", "trainable": true, "dtype": "float32", "layer": {"class_name": "LSTM", "config": {"name": "lstm_1", "trainable": true, "dtype": "float32", "return_sequences": true, "return_state": true, "go_backwards": false, "stateful": false, "unroll": false, "time_major": false, "units": 128, "activation": "tanh", "recurrent_activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"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"}, "name": "Encoder_BiLSTM_Layer2", "inbound_nodes": [[["Encoder_BiLSTM_Layer1", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate", "trainable": true, "dtype": "float32", "axis": -1}, "name": "concatenate", "inbound_nodes": [[["Encoder_BiLSTM_Layer2", 0, 1, {}], ["Encoder_BiLSTM_Layer2", 0, 3, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_1", "trainable": true, "dtype": "float32", "axis": -1}, "name": "concatenate_1", "inbound_nodes": [[["Encoder_BiLSTM_Layer2", 0, 2, {}], ["Encoder_BiLSTM_Layer2", 0, 4, {}]]]}], "input_layers": [["Encoder_Inputs", 0, 0]], "output_layers": [["Encoder_BiLSTM_Layer2", 0, 0], ["concatenate", 0, 0], ["concatenate_1", 0, 0]]} |