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004444: Invalid parameter. decoder_params must be a dictionary type value. The keys of the dictionary are 'embed_size', 'hidden_size', 'attention_size','teacher_forcing', 'dropout' and 'pretrained_embeddings'. 'embed_size': Size of embedding to be used during training, 'hidden_size': Size of hidden layer, 'attention_size': Size of intermediate attention layer, 'teacher_forcing': Probability of teacher forcing, 'dropout': Dropout probability, 'pretrained_emb': If true, it will use fasttext embeddings. For example, decoder_params: {'embed_size':100, 'hidden_size':100, 'attention_size':100, 'teacher_forcing':1, 'dropout':0.1, 'pretrained_emb':False}.

Description

The decoder_params value is invalid. The argument must be an set of parameter names and values.

For more information about valid argument values, see Deep learning arguments.

Solution

Set the decoder_params value as follows:

{'embed_size':<value>, 'hidden_size':<value>, 'attention_size':<value>, 'teacher_forcing':<value>, 'dropout':<value>, 'pretrained_emb':<boolean>}