diff --git a/src/common/device_helpers.hip.h b/src/common/device_helpers.hip.h
index 65a55cf4d..5b848f6ea 100644
--- a/src/common/device_helpers.hip.h
+++ b/src/common/device_helpers.hip.h
@@ -413,15 +413,11 @@ struct XGBDefaultDeviceAllocatorImpl : XGBBaseDeviceAllocator<T> {
     } catch (const std::exception &e) {
       ThrowOOMError(e.what(), n * sizeof(T));
     }
-    std::cerr << "XGBDefaultDeviceAllocatorImpl: Allocated " << n * sizeof(T) 
-              << " bytes at " << ptr.get() << std::endl;
     GlobalMemoryLogger().RegisterAllocation(ptr.get(), n * sizeof(T));
     return ptr;
   }
 
   void deallocate(pointer ptr, size_t n) {
-    std::cerr << "XGBDefaultDeviceAllocatorImpl: Deallocating " << n * sizeof(T) 
-              << " bytes at " << ptr.get() << std::endl;
     GlobalMemoryLogger().RegisterDeallocation(ptr.get(), n * sizeof(T));
     SuperT::deallocate(ptr, n);
   }
@@ -468,14 +464,10 @@ struct XGBCachingDeviceAllocatorImpl : XGBBaseDeviceAllocator<T> {
         ThrowOOMError(e.what(), n * sizeof(T));
       }
     }
-    std::cerr << "XGBCachingDeviceAllocatorImpl: Allocated " << n * sizeof(T) 
-              << " bytes at " << thrust_ptr.get() << std::endl;
     GlobalMemoryLogger().RegisterAllocation(thrust_ptr.get(), n * sizeof(T));
     return thrust_ptr;
   }
   void deallocate(pointer ptr, size_t n) {
-    std::cerr << "XGBCachingDeviceAllocatorImpl: Deallocating " << n * sizeof(T) 
-              << " bytes at " << ptr.get() << std::endl;
     GlobalMemoryLogger().RegisterDeallocation(ptr.get(), n * sizeof(T));
     if (use_cub_allocator_) {
       GetGlobalCachingAllocator().DeviceFree(ptr.get());