is the lstm2d the true mdlstm ?
Duum opened this issue · 5 comments
Duum commented
I see you have changed the mdlstm to lstm2d, but I think the lstm2d implemented by tensorflow does not consider the both dimension as introduced by Alex Graves. Have you tested its accuracy?
johnsmithm commented
both has the accurancy about 15% label rate error, but lstm2d is faster because in the mdlstm tf.while_loop has parallel_iterations=1. lstm2d still has the information from both dimensions, but the information from another dimenstion is input, but not passed through a gate as in the original multidimentional lstm
Duum commented
johnsmithm commented
It is interesting
Duum commented
I have complete a version, but it not works well. If you want to implement it, I'm willing to help.
johnsmithm commented
close for non activity