Rule for gradient accumulation #137
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CarloLucibello
commented
Apr 5, 2023
CarloLucibello
commented
Apr 5, 2023
darsnack
reviewed
Apr 5, 2023
mcabbott
reviewed
Apr 5, 2023
test/rules.jl
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| x0 = rand(5) | ||
| x = copy(x0) | ||
| lr = 0.01 | ||
| tree = Optimisers.setup(AccumGrad(Descent(lr), 3), x) |
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A torture test would use something with a large momentum, so that it fails if the rule is applied 3 times, rather that once for the total gradient. But not sure that's necessary.
mcabbott
reviewed
Apr 6, 2023
mcabbott
approved these changes
Apr 10, 2023
Co-authored-by: Michael Abbott <32575566+mcabbott@users.noreply.github.com>
darsnack
reviewed
Apr 12, 2023
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| """ | ||
| AccumGrad(n::Int) |
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Minor typo for rendering
Suggested change
| AccumGrad(n::Int) | |
| AccumGrad(n::Int) |
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Fix #130
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