joschu / cgt

Computation Graph Toolkit

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Any reference to read?

multinegsix opened this issue · comments

I am interested in the theory behind computation graph, but cannot find comprehensive material for it.
Can someone please share some key papers or lecture notes for computation graph?

Unfortunately there's no good reference that covers the graph-based autodiff used in modern software.
I recommend the book Evaluating Derivatives by Griewank, which covers reverse-mode autodiff. Also read up on Single Statement Assignment.