diff --git a/src/runtime/contrib/thrust/thrust.cu b/src/runtime/contrib/thrust/thrust.cu
index 7a95b4b0a3fb..9e35290fabd7 100644
--- a/src/runtime/contrib/thrust/thrust.cu
+++ b/src/runtime/contrib/thrust/thrust.cu
@@ -54,7 +54,7 @@ class WorkspaceMemoryResource : public thrust::mr::memory_resource<void*> {
       this->workspace_size = workspace->shape[0];
     } else {
       // Fallback to thrust TLS caching allocator if workspace is not provided.
-      thrust_pool_ = thrust::mr::tls_disjoint_pool(
+      thrust_pool_ = &thrust::mr::tls_disjoint_pool(
           thrust::mr::get_global_resource<thrust::device_memory_resource>(),
           thrust::mr::get_global_resource<thrust::mr::new_delete_resource>());
     }
@@ -67,20 +67,20 @@ class WorkspaceMemoryResource : public thrust::mr::memory_resource<void*> {
                     << " bytes.";
       return result;
     }
-    return thrust_pool_.do_allocate(bytes, alignment).get();
+    return thrust_pool_->do_allocate(bytes, alignment).get();
   }
 
   void do_deallocate(void* p, size_t bytes, size_t alignment) override {
     if (workspace != nullptr) {
       // No-op
     } else {
-      thrust_pool_.do_deallocate(thrust::device_memory_resource::pointer(p), bytes, alignment);
+      thrust_pool_->do_deallocate(thrust::device_memory_resource::pointer(p), bytes, alignment);
     }
   }
 
   thrust::mr::disjoint_unsynchronized_pool_resource<thrust::device_memory_resource,
-                                                    thrust::mr::new_delete_resource>
-      thrust_pool_;
+                                                    thrust::mr::new_delete_resource>* thrust_pool_ =
+      nullptr;
 
   void* workspace = nullptr;
   size_t workspace_size = 0;