I am working on Hindi to English Translation using OpenNMT. In my 2nd try I got this result
Train perplexity: 13.3963
Train accuracy: 51.4974
Validation perplexity: 23.7748
Validation accuracy: 44.4444
Decaying learning rate to 0.00195312
I am Yet to understand it correctly but results are pretty good. It took around 34 + hours. I want increase the dataset, epochs, layers to increase the accuracy and reduce execution time.
Currently I have 16GB CPU system. Is this enough? which system can reduce the execution time?
Please suggest me best suitable system configuration for this experiments.