CompatHelper: bump compat for "PDMats" to "0.11" (#153)

* CompatHelper: bump compat for "PDMats" to "0.11"

* Update Project.toml

* Try to fix ReverseDiff error

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: David Widmann <[email protected]>

Author: github-actions[bot]

Project.toml

@@ -32,7 +32,7 @@ Distributions = "0.23.3, 0.24"
 FillArrays = "0.8, 0.9, 0.10, 0.11"
 ForwardDiff = "0.10.6"
 NaNMath = "0.3"
-PDMats = "0.9, 0.10"
+PDMats = "0.9, 0.10, 0.11"
 Requires = "1"
 SpecialFunctions = "0.8, 0.9, 0.10, 1"
 StaticArrays = "0.12, 1.0"

src/reversediffx.jl

@@ -8,8 +8,9 @@
 
 logsumexp(x::TrackedArray; dims=:) = track(logsumexp, x, dims = dims)
 @grad function logsumexp(x::AbstractArray; dims)
-    lse = logsumexp(value(x), dims = dims)
-    return lse, Δ -> (Δ .* exp.(x .- lse),)
+    x_value = value(x)
+    lse = logsumexp(x_value; dims=dims)
+    return lse, Δ -> (Δ .* exp.(x_value .- lse),)
 end
 
 ############

test/Project.toml

@@ -22,7 +22,7 @@ Distributions = "0.24.3"
 FiniteDifferences = "0.11.3, 0.12"
 ForwardDiff = "0.10.12"
 NNlib = "0.7.10"
-PDMats = "0.10.1"
+PDMats = "0.10.1, 0.11"
 ReverseDiff = "1.4.4"
 StatsBase = "0.33.2"
 StatsFuns = "0.9.6"