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Table 8:
Hyperparameters for the Language Modeling Task.
Model Learning Rate Decay Rate Batch Size 
LSTM 0.001 0.99 32 
GRU 0.001 0.99 32 
uRNN 0.0001 0.9 32 
oRNN 0.0001 0.9 32 
EURNN 0.0001 0.5 32 
GORU 0.001 0.9 32 
Model Learning Rate Decay Rate Batch Size 
LSTM 0.001 0.99 32 
GRU 0.001 0.99 32 
uRNN 0.0001 0.9 32 
oRNN 0.0001 0.9 32 
EURNN 0.0001 0.5 32 
GORU 0.001 0.9 32 
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