Test time inference

[shreejalt]

Hi @tejaslodaya,
Thanks for your contribution to VRAE.
As I am seeing in the code, you are learning the decoder inputs for the given set of data. So, I had a doubt that, at the test time, how we will be able to do the inference on a single sequence(or single datapoint) and not the batch inference as the dec Inps are initialized to (seq_len, batch_size, 1) dimensions

[pugovka91]

Hi @tejaslodaya!
Thanks a lot for sharing this code!
I also wanted to ask about inference. I see in the code that there is parameter drop_last=True in dataloader in transform-method. So I don't exactly understand how to make inference on dataset which size is not divisible by the batch size.@shreejalt May be you have a suggestion? Should I make something like padding for last incomplete batch during inference time?