From 954cddfbeab7d0b0f112c8febad0253de79990fa Mon Sep 17 00:00:00 2001
From: Michael Abbott <32575566+mcabbott@users.noreply.github.com>
Date: Sun, 5 Jan 2025 23:12:33 -0500
Subject: [PATCH 1/4] Update conv.jl

---
 src/conv.jl | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/conv.jl b/src/conv.jl
index fead2ee2..a8674920 100644
--- a/src/conv.jl
+++ b/src/conv.jl
@@ -343,8 +343,8 @@ for conv in [:conv, :depthwiseconv]
     conv_pullback, ∇conv_data_pullback = Symbol.([conv, ∇conv_data], :_pullback)
 
     @eval function rrule(::typeof($conv), x, w, cdims; kw...)
-        function $conv_pullback(Δ)
-            Δ = colmajor(Δ)
+        function $conv_pullback(Δraw)
+            Δ = colmajor(unthunk(Δraw))
             return (
                 NoTangent(),
                 @thunk($∇conv_data(unthunk(Δ), w, cdims, kw...)),
@@ -356,8 +356,8 @@ for conv in [:conv, :depthwiseconv]
     end
 
     @eval function rrule(::typeof($∇conv_data), x, w, cdims; kw...)
-        function $∇conv_data_pullback(Δ)
-            Δ = colmajor(Δ)
+        function $∇conv_data_pullback(Δraw)
+            Δ = colmajor(unthunk(Δraw))
             return (
                 NoTangent(),
                 @thunk($conv(unthunk(Δ), w, cdims, kw...)),

From bdf3703da21e0d4e4e8d4e873d7fa591ddb193e2 Mon Sep 17 00:00:00 2001
From: Michael Abbott <32575566+mcabbott@users.noreply.github.com>
Date: Wed, 8 Jan 2025 11:24:14 -0500
Subject: [PATCH 2/4] Apply suggestions from code review

---
 src/conv.jl | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/conv.jl b/src/conv.jl
index a8674920..40258f86 100644
--- a/src/conv.jl
+++ b/src/conv.jl
@@ -347,7 +347,7 @@ for conv in [:conv, :depthwiseconv]
             Δ = colmajor(unthunk(Δraw))
             return (
                 NoTangent(),
-                @thunk($∇conv_data(unthunk(Δ), w, cdims, kw...)),
+                @thunk($∇conv_data(Δ, w, cdims, kw...)),
                 @thunk($∇conv_filter(x, unthunk(Δ), cdims, kw...)),
                 NoTangent(),
             )
@@ -360,7 +360,7 @@ for conv in [:conv, :depthwiseconv]
             Δ = colmajor(unthunk(Δraw))
             return (
                 NoTangent(),
-                @thunk($conv(unthunk(Δ), w, cdims, kw...)),
+                @thunk($conv(Δ, w, cdims, kw...)),
                 @thunk($∇conv_filter(unthunk(Δ), x, cdims, kw...)),
                 NoTangent(),
             )

From 738af99efe268921169887f3f8535cc02107b921 Mon Sep 17 00:00:00 2001
From: Michael Abbott <32575566+mcabbott@users.noreply.github.com>
Date: Wed, 8 Jan 2025 11:25:06 -0500
Subject: [PATCH 3/4] Apply suggestions from code review

---
 src/conv.jl | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/conv.jl b/src/conv.jl
index 40258f86..f4050bdb 100644
--- a/src/conv.jl
+++ b/src/conv.jl
@@ -348,7 +348,7 @@ for conv in [:conv, :depthwiseconv]
             return (
                 NoTangent(),
                 @thunk($∇conv_data(Δ, w, cdims, kw...)),
-                @thunk($∇conv_filter(x, unthunk(Δ), cdims, kw...)),
+                @thunk($∇conv_filter(x, Δ, cdims, kw...)),
                 NoTangent(),
             )
         end
@@ -361,7 +361,7 @@ for conv in [:conv, :depthwiseconv]
             return (
                 NoTangent(),
                 @thunk($conv(Δ, w, cdims, kw...)),
-                @thunk($∇conv_filter(unthunk(Δ), x, cdims, kw...)),
+                @thunk($∇conv_filter(Δ, x, cdims, kw...)),
                 NoTangent(),
             )
         end

From 21c0aa4fc18cc6fb3cfe067422734b3228f6f1f7 Mon Sep 17 00:00:00 2001
From: Michael Abbott <32575566+mcabbott@users.noreply.github.com>
Date: Wed, 8 Jan 2025 11:25:39 -0500
Subject: [PATCH 4/4] 0.9.27

---
 Project.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Project.toml b/Project.toml
index 0c00aa53..25aac329 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,6 +1,6 @@
 name = "NNlib"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.26"
+version = "0.9.27"
 
 [deps]
 Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"