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Random Numbers & Reactant #1131

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avik-pal opened this issue Dec 10, 2024 · 1 comment · Fixed by #1152
Closed

Random Numbers & Reactant #1131

avik-pal opened this issue Dec 10, 2024 · 1 comment · Fixed by #1152
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@avik-pal
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Note that any layers using random numbers -- notably Dropout and VariationalHiddenDropout will give un-expected results till EnzymeAD/Reactant.jl#356
@avik-pal
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With EnzymeAD/Reactant.jl#363 close to landing. We need to do the following:

  • Add tests for Dropout and VariationalHiddenDropout layers
  • overload default_device_rng to return TracedRNG

@avik-pal avik-pal mentioned this issue Jan 1, 2025
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fix: update default rng for reactant LuxDL/Lux.jl
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