diff --git a/src/cuda/cuda.jl b/src/cuda/cuda.jl
index fe36bf5d..15126aca 100644
--- a/src/cuda/cuda.jl
+++ b/src/cuda/cuda.jl
@@ -2,6 +2,6 @@ module CUDA
 
 using ..CuArrays
 
-CuArrays.cudnn_available() && include("cudnn.jl")
+CuArrays.libcudnn != nothing && include("cudnn.jl")
 
 end
diff --git a/test/cuda/cuda.jl b/test/cuda/cuda.jl
index 16f90e89..1f54d1b9 100644
--- a/test/cuda/cuda.jl
+++ b/test/cuda/cuda.jl
@@ -36,4 +36,4 @@ Flux.back!(sum(l))
 
 end
 
-CuArrays.cudnn_available() && include("cudnn.jl")
+CuArrays.libcudnn != nothing && include("cudnn.jl")