A Deep Learning Framework from Scratch
Writing a simple deep learning framework from scratch
more ...Writing a simple deep learning framework from scratch
more ...So far, I have been using Theano for my neural-network related projects, and I really like using it. One drawback I found was that compilation to the target backend can take a lot of time, especially in some cases more ...
RNN-training in Theano using Backpropagation through Time (BPTT) can be greatly accelerated by unrolling Theano's built-in loop construct. The speedups were frankly a bit surprising. Therefore I decided to write a short tutorial on this.
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