LSTM: Move Wx matrix multiplication out of the loop in forward #187
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I can test GPU execution on CUDA this weekend, can someone check OpenCL? |
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Move one of the
addmmcalls out of the loop and do it in one call across all timesteps. This should provide a significant speedup when running with smallbatch_size.I was able to get 10-20% speedup with
batch_size=8when running on CPU, but I'm unable to test it on GPU at the moment.