diff --git a/.gitmodules b/.gitmodules
index 1f52fff57..aeff9610b 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -8,3 +8,6 @@
 [submodule "gputreeshap"]
 	path = gputreeshap
 	url = https://github.com/rapidsai/gputreeshap.git
+[submodule "rocgputreeshap"]
+	path = rocgputreeshap
+	url = https://www.github.com/AMD-AI/rocgputreeshap
diff --git a/rocgputreeshap b/rocgputreeshap
new file mode 160000
index 000000000..bec752a4f
--- /dev/null
+++ b/rocgputreeshap
@@ -0,0 +1 @@
+Subproject commit bec752a4f35be8d15836f8643d78134019fbbdaf