diff --git a/docs/cpp/source/installing.rst b/docs/cpp/source/installing.rst
index 82d4ab7bf9268..c99e2091c753e 100644
--- a/docs/cpp/source/installing.rst
+++ b/docs/cpp/source/installing.rst
@@ -19,6 +19,8 @@ example:
   wget https://download.pytorch.org/libtorch/nightly/cpu/libtorch-shared-with-deps-latest.zip
   unzip libtorch-shared-with-deps-latest.zip
 
+Note that the above link has CPU-only libtorch. If you would like to download a GPU-enabled 
+libtorch, find the right link in the link selector on https://pytorch.org
 
 Next, we can write a minimal CMake build configuration to develop a small
 application that depends on LibTorch. CMake is not a hard requirement for using