diff --git a/csrc/flash_attn/src/fmha/gmem_tile.h b/csrc/flash_attn/src/fmha/gmem_tile.h
index 428f0bc..52824ed 100644
--- a/csrc/flash_attn/src/fmha/gmem_tile.h
+++ b/csrc/flash_attn/src/fmha/gmem_tile.h
@@ -34,6 +34,18 @@
 
 namespace fmha {
 
+// template <typename half2_t>
+// inline __device__ void atomic_add_CAS(half2_t *address, const half2_t val) {
+//     uint32_t *address_as_ui = (uint32_t *)address;
+//     uint32_t old = *address_as_ui;
+//     uint32_t assumed;
+//     do {
+//       assumed = old;
+//       half2_t sum = __hadd2(val, reinterpret_cast<half2_t(&)>(old));
+//       old = atomicCAS(address_as_ui, assumed, reinterpret_cast<uint32_t(&)>(sum));
+//     } while (assumed != old);
+// }
+
 ////////////////////////////////////////////////////////////////////////////////////////////////////
 
 template<
@@ -146,6 +158,7 @@ struct Gmem_tile_qkv {
                 #pragma unroll
                 for (int jj = 0; jj < 4; ++jj) {
                     atomicAdd(ptr_ + jj, reinterpret_cast<const elem2_type(&)[4]>(data[ii])[jj]);
+                    // atomic_add_CAS(ptr_ + jj, reinterpret_cast<const elem2_type(&)[4]>(data[ii])[jj]);
                 }
             }
         }