diff --git a/CMakeLists.txt b/CMakeLists.txt
index a95a8e53..6405511b 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -108,7 +108,7 @@ target_include_directories(mscclpp_obj
     SYSTEM PRIVATE
     ${GPU_INCLUDE_DIRS}
     ${NUMA_INCLUDE_DIRS})
-target_link_libraries(mscclpp_obj PRIVATE ${GPU_LIBRARIES} ${NUMA_LIBRARIES} nlohmann_json::nlohmann_json Threads::Threads)
+target_link_libraries(mscclpp_obj PRIVATE ${GPU_LIBRARIES} ${NUMA_LIBRARIES} nlohmann_json::nlohmann_json Threads::Threads dl)
 if(IBVERBS_FOUND)
     target_include_directories(mscclpp_obj SYSTEM PRIVATE ${IBVERBS_INCLUDE_DIRS})
     target_link_libraries(mscclpp_obj PRIVATE ${IBVERBS_LIBRARIES})
diff --git a/src/include/execution_kernel.hpp b/src/include/execution_kernel.hpp
index 21ea80bf..bfc2cebe 100644
--- a/src/include/execution_kernel.hpp
+++ b/src/include/execution_kernel.hpp
@@ -40,6 +40,16 @@ MSCCLPP_DEVICE_INLINE __half2 add_elements(__half2 a, __half2 b) {
   return __hadd2(a, b);
 }
 
+template <>
+MSCCLPP_DEVICE_INLINE __bfloat16 add_elements(__bfloat16 a, __bfloat16 b) {
+  return __hadd(a, b);
+}
+
+template <>
+MSCCLPP_DEVICE_INLINE __bfloat162 add_elements(__bfloat162 a, __bfloat162 b) {
+  return __hadd2(a, b);
+}
+
 template <typename T>
 MSCCLPP_DEVICE_INLINE int4 add_vectors_helper(int4 a, int4 b) {
   int4 ret;
@@ -239,7 +249,7 @@ MSCCLPP_DEVICE_INLINE void handleReadReduceCopySend(T* output, uint32_t outputOf
     T tmp = input[idx];
     for (int index = 0; index < nSrcChannels; ++index) {
       size_t srcOffset = srcOffsets[index] / sizeof(T);
-      tmp += smChannels[srcChannelIndexes[index]].read<T>(srcOffset + idx);
+      tmp = add_elements(tmp, smChannels[srcChannelIndexes[index]].read<T>(srcOffset + idx));
     }
     output[idx] = tmp;
     if (sendToRemote) {
@@ -360,7 +370,7 @@ MSCCLPP_DEVICE_INLINE void handleReduceSend(T* dst, uint32_t dstOffsetByBytes, T
     T tmp = src[idx];
     for (int index = 0; index < nOutChannels; ++index) {
       size_t offset = inputOffsets[index] / sizeof(T);
-      tmp += input[offset + idx];
+      tmp = add_elements(tmp, input[offset + idx]);
     }
     dst[idx] = tmp;
     for (int index = 0; index < nOutChannels; ++index) {