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model_args.json
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[
{
"max_epochs": 10,
"batch_size": 32,
"save_path": "models/lstm-words-pos-chars/",
"inputs": "words-pos-chars",
"embeddings_trainable": false,
"embeddings_type": "glove",
"rnn_type": "LSTM",
"rnn_num_layers": 3,
"rnn_bidirectional": false,
"rnn_hidden_size": 100,
"rnn_dropout": 0.2,
"model_name":"LSTM"
},
{
"max_epochs": 10,
"batch_size": 32,
"save_path": "models/gru-words-pos-chars/",
"inputs": "words-pos-chars",
"embeddings_trainable": false,
"embeddings_type": "glove",
"rnn_type": "GRU",
"rnn_num_layers": 3,
"rnn_bidirectional": false,
"rnn_hidden_size": 100,
"rnn_dropout": 0.2,
"model_name":"GRU"
},
{
"max_epochs": 10,
"batch_size": 32,
"save_path": "models/bi-lstm-words-pos-chars/",
"inputs": "words-pos-chars",
"embeddings_trainable": false,
"embeddings_type": "glove",
"rnn_type": "LSTM",
"rnn_num_layers": 3,
"rnn_bidirectional": true,
"rnn_hidden_size": 100,
"rnn_dropout": 0.2,
"model_name":"Bidirectional LSTM"
},
{
"max_epochs": 10,
"batch_size": 32,
"save_path": "models/bi-gru-words-pos-chars/",
"inputs": "words-pos-chars",
"embeddings_trainable": false,
"embeddings_type": "glove",
"rnn_type": "GRU",
"rnn_num_layers": 3,
"rnn_bidirectional": true,
"rnn_hidden_size": 100,
"rnn_dropout": 0.2,
"model_name":"Bidirectional GRU"
}
]