diff --git a/R-package/src/xgboost_custom.cc b/R-package/src/xgboost_custom.cc
index f196297ec..92f8a8e1f 100644
--- a/R-package/src/xgboost_custom.cc
+++ b/R-package/src/xgboost_custom.cc
@@ -32,7 +32,7 @@ namespace common {
 bool CheckNAN(double v) {
   return ISNAN(v);
 }
-#if !defined(XGBOOST_USE_CUDA)
+#if !defined(XGBOOST_USE_CUDA) && !defined(XGBOOST_USE_HIP)
 double LogGamma(double v) {
   return lgammafn(v);
 }
diff --git a/python-package/packager/build_config.py b/python-package/packager/build_config.py
index 26392a897..517dc17f0 100644
--- a/python-package/packager/build_config.py
+++ b/python-package/packager/build_config.py
@@ -15,6 +15,10 @@ class BuildConfiguration:  # pylint: disable=R0902
     use_cuda: bool = False
     # Whether to enable NCCL
     use_nccl: bool = False
+    # Whether to enablea HIP 
+    use_hip: bool = False
+    # Whether to enable RCCL
+    use_rccl: bool = False
     # Whether to enable HDFS
     use_hdfs: bool = False
     # Whether to enable Azure Storage