NeuralMachineTranslation/model_config.py at master · retkowski/NeuralMachineTranslation · GitHub

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class ModelConfig():
    def __init__(
            self,
            input_size,
            hidden_size,
            output_size,
            max_length=50,
            rnn_type='lstm',
            bidirectional=False,
            bidirectional_type = 'sum',
            attention='global',
            score='dot',
            dropout_p=0.1,
            num_layers_encoder=1,
            num_layers_decoder=1,
            learning_rate=0.01,
            teacher_forcing_ratio=0.5,
            beam_width=1):
        self.input_size = input_size
        self.hidden_size = hidden_size
        self.output_size = output_size
        self.max_length = max_length
        self.rnn_type = rnn_type
        self.bidirectional = bidirectional
        self.bidirectional_type = bidirectional_type
        self.attention = attention
        self.score = score
        self.dropout_p = dropout_p
        self.num_layers_encoder = num_layers_encoder
        self.num_layers_decoder = num_layers_decoder
        self.learning_rate = learning_rate
        self.teacher_forcing_ratio = teacher_forcing_ratio
        self.beam_width = beam_width