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4 changes: 2 additions & 2 deletions Project.toml
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
name = "Turing"
uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
version = "0.26.3"
version = "0.26.4"

[deps]
AbstractMCMC = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
Expand Down Expand Up @@ -50,7 +50,7 @@ DistributionsAD = "0.6"
DocStringExtensions = "0.8, 0.9"
DynamicPPL = "0.23"
EllipticalSliceSampling = "0.5, 1"
FillArrays = "=1.0.0"
FillArrays = "1.4.0"
ForwardDiff = "0.10.3"
Libtask = "0.7, 0.8"
LogDensityProblems = "2"
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2 changes: 1 addition & 1 deletion test/Project.toml
Original file line number Diff line number Diff line change
Expand Up @@ -42,7 +42,7 @@ Distributions = "0.25"
DistributionsAD = "0.6.3"
DynamicHMC = "2.1.6, 3.0"
DynamicPPL = "0.23"
FillArrays = "=1.0.0"
FillArrays = "1.4.0"
FiniteDifferences = "0.10.8, 0.11, 0.12"
ForwardDiff = "0.10.12 - 0.10.32, 0.10"
LogDensityProblems = "2"
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9 changes: 4 additions & 5 deletions test/essential/ad.jl
Original file line number Diff line number Diff line change
Expand Up @@ -95,15 +95,14 @@
sample(dir(), HMC(0.01, 1), 1000)
Turing.setrdcache(false)
end
# FIXME: For some reasons PDMatDistribution AD tests fail with ReverseDiff
@testset "PDMatDistribution AD" begin
@model function wishart()
theta ~ Wishart(4, Matrix{Float64}(I, 4, 4))
end
Turing.setadbackend(:tracker)
sample(wishart(), HMC(0.01, 1), 1000);
#Turing.setadbackend(:reversediff)
#sample(wishart(), HMC(0.01, 1), 1000);
Turing.setadbackend(:reversediff)
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Do you know why ReverseDiff is working on these tests now?

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No, difficult to tell since it hasn't been tested for a long time.

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@torfjelde torfjelde Jul 17, 2023

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I also came across these not too long ago due to the changes we've been making in Bijectors. I think it might just be due to TuringLang/Bijectors.jl#246 which added these lines: https://github.com/TuringLang/Bijectors.jl/blob/9cd59070871cc7a29df0e401a24a08502241b230/ext/BijectorsReverseDiffExt.jl#L256-L259

sample(wishart(), HMC(0.01, 1), 1000);
Turing.setadbackend(:zygote)
sample(wishart(), HMC(0.01, 1), 1000);

Expand All @@ -112,8 +111,8 @@
end
Turing.setadbackend(:tracker)
sample(invwishart(), HMC(0.01, 1), 1000);
#Turing.setadbackend(:reversediff)
#sample(invwishart(), HMC(0.01, 1), 1000);
Turing.setadbackend(:reversediff)
sample(invwishart(), HMC(0.01, 1), 1000);
Turing.setadbackend(:zygote)
sample(invwishart(), HMC(0.01, 1), 1000);
end
Expand Down