[pull] master from FluxML:master #51
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Run doctests only once
* require GPUArrays instead of CUDA * more * change to unconditionally load GPUArraysCore * add GPUArrays dep * trivial trigger commit
deprecate `Zygote.@nograd`
We can disable accumulating (implicit) parameters to the gradient cache
in explicit mode. This can dramatically improve type stability because
`accum_param` will return a `Union{Nothing, [grad type]}` otherwise.
Co-authored-by: Michael Abbott <32575566+mcabbott@users.noreply.github.com>
number adjoints to rrules
Improved type stability with explicit params
Propagate ambiguities from rrule lookup instead of failing inexplicably
Remove `Val` from `ntuple`s where constant propagation occurs Co-authored-by: Brian Chen <ToucheSir@users.noreply.github.com>
Improve adjoint for product and zip
This requires updating the IRTools version to include the better ssa conversion for try catch branches.
Corresponding IRTools changes are in FluxML/IRTools.jl#125.
Support `enumerate` in conditional generators/comprehensions
Add tests Fix tests
Prefer numeric zero over ZeroTangent for numeric arrays
fix broadcasting into buffers
Support try/catch on the happy (nothrow) path
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