diff --git a/CUDA.cmake b/CUDA.cmake
index 2d41f0f3..4ca903b6 100644
--- a/CUDA.cmake
+++ b/CUDA.cmake
@@ -76,6 +76,7 @@ find_library(
   PATHS
   ${CUDA_TOOLKIT_ROOT_DIR}
   PATH_SUFFIXES
+  lib/x86_64-linux-gnu
   lib/x64
   lib64
   lib
@@ -120,6 +121,7 @@ find_library(
   PATHS
   ${CUDA_TOOLKIT_ROOT_DIR}
   PATH_SUFFIXES
+  lib/x86_64-linux-gnu
   lib/x64
   lib64
   lib