conf_mat calculation by GPU #220
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the original conf_mat calculation method costs too much when transfer data back to cpu.
And this makes v100 falls into some kind of stall, when GPU Mem is used more than 20GB.
I added the the conf_mat calculation method by torch api using GPU. This imporves the efficiency in each testing or validating.
Hope you can merge this into your official repo.