diff --git a/cmake/external_libs/mkl_dnn.cmake b/cmake/external_libs/mkl_dnn.cmake
index b991e176579..2f841903b40 100644
--- a/cmake/external_libs/mkl_dnn.cmake
+++ b/cmake/external_libs/mkl_dnn.cmake
@@ -28,6 +28,7 @@ else()
         MD5 ${MD5}
         PATCHES ${CMAKE_SOURCE_DIR}/third_party/patch/onednn/0001-fix-user-threadpool-bug.patch
         PATCHES ${CMAKE_SOURCE_DIR}/third_party/patch/onednn/0002-fix-pool-nthr-bug.patch
+        PATCHES ${CMAKE_SOURCE_DIR}/third_party/patch/onednn/0003-fix-zero-threads-identified-on-AMD.patch
         CMAKE_OPTION -DDNNL_ARCH_OPT_FLAGS='' -DDNNL_BUILD_EXAMPLES=OFF -DDNNL_BUILD_TESTS=OFF
             ${USE_MS_THREADPOOL} -DDNNL_ENABLE_CONCURRENT_EXEC=ON)
 endif()
diff --git a/third_party/patch/onednn/0003-fix-zero-threads-identified-on-AMD.patch b/third_party/patch/onednn/0003-fix-zero-threads-identified-on-AMD.patch
new file mode 100644
index 00000000000..9118ffc295e
--- /dev/null
+++ b/third_party/patch/onednn/0003-fix-zero-threads-identified-on-AMD.patch
@@ -0,0 +1,13 @@
+diff --git a/src/cpu/platform.cpp b/src/cpu/platform.cpp
+index 1397073ba..041a3436f 100644
+--- a/src/cpu/platform.cpp
++++ b/src/cpu/platform.cpp
+@@ -154,6 +154,8 @@ unsigned get_num_cores() {
+ // function supports process affinity.
+ unsigned get_max_threads_to_use() {
+     int num_cores_per_socket = (int)dnnl::impl::cpu::platform::get_num_cores();
++    if (num_cores_per_socket == 0)
++        num_cores_per_socket = std::thread::hardware_concurrency();
+ #if defined(_WIN32)
+     DWORD_PTR proc_affinity_mask;
+     DWORD_PTR sys_affinity_mask;