diff --git a/cmake/external/mkldnn.cmake b/cmake/external/mkldnn.cmake
index e41d8fdb6daac..884219d8dd81f 100644
--- a/cmake/external/mkldnn.cmake
+++ b/cmake/external/mkldnn.cmake
@@ -20,7 +20,7 @@ SET(MKLDNN_SOURCE_DIR     ${THIRD_PARTY_PATH}/mkldnn/src/extern_mkldnn)
 SET(MKLDNN_INSTALL_DIR    ${THIRD_PARTY_PATH}/install/mkldnn)
 SET(MKLDNN_INC_DIR        "${MKLDNN_INSTALL_DIR}/include" CACHE PATH "mkldnn include directory." FORCE)
 SET(MKLDNN_REPOSITORY     ${GIT_URL}/oneapi-src/oneDNN.git)
-SET(MKLDNN_TAG            3d53cd3f17ce7ca365c980f0e1e50359751ca038)
+SET(MKLDNN_TAG            72efa005effb49595933e033cc732f215ef0445a)
 
 # Introduce variables:
 # * CMAKE_INSTALL_LIBDIR
diff --git a/paddle/fluid/operators/mkldnn/conv_mkldnn_op.cc b/paddle/fluid/operators/mkldnn/conv_mkldnn_op.cc
index 05b71e14c52c2..73530eac09e99 100644
--- a/paddle/fluid/operators/mkldnn/conv_mkldnn_op.cc
+++ b/paddle/fluid/operators/mkldnn/conv_mkldnn_op.cc
@@ -981,12 +981,7 @@ class ConvMKLDNNGradOpKernel : public paddle::framework::OpKernel<T> {
      * ('any') which lets a primitive (conv backward in this case) choose
      * the memory format preferred for best performance
      */
-    // TODO: NHWC is preferred starting from oneDNN 2.1 . Any may crash
-    auto chosen_memory_format =
-        platform::MayIUse(platform::cpu_isa_t::avx512_core) &&
-                is_conv3d == false
-            ? MKLDNNMemoryFormat::nhwc
-            : MKLDNNMemoryFormat::any;
+    auto chosen_memory_format = MKLDNNMemoryFormat::any;
     weights_format = MKLDNNMemoryFormat::any;
 
     auto src_md = platform::MKLDNNMemDesc(