adding F4 layer that runs many trees in parallel #1
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Here I've added a new layer
F4that can run multiple trees in parallel.Also refactored code from
mnist_fffnotebook into a separate template code for benchmarking and made a notebook to testF4based net vsFFFbased net.Preliminary results:
F4net gives 95% accuracy on MNIST,FFFnet - 93% accuracy; run time is a bit quicker forFFFnet - will investigate further on larger dataset, but need to deal withmpserrors from pytorch first.