sfraczek commented on a change in pull request #20349:
URL: https://github.com/apache/incubator-mxnet/pull/20349#discussion_r673795330



##########
File path: src/operator/nn/mkldnn/mkldnn_base.cc
##########
@@ -173,7 +176,8 @@ mkldnn_output_t CreateMKLDNNMem(const NDArray& out_arr,
     auto tmp = TmpMemMgr::Get()->Alloc(desc);
     return mkldnn_output_t(OutDataOp::AddBack, tmp);
   } else if (kWriteInplace == req && in_arr != nullptr && CanWriteTo(out_arr, 
*in_arr, desc)) {
-    mkldnn::memory* mem = const_cast<NDArray&>(out_arr).CreateMKLDNNData(desc);
+    mkldnn::memory* mem =
+        
static_cast<mkldnn::memory*>(const_cast<NDArray&>(out_arr).CreateMKLDNNData(&desc));

Review comment:
       Consider using auto where static_cast already reveals the type.

##########
File path: src/operator/operator_common.h
##########
@@ -614,7 +613,8 @@ class OpSignature {
   void AddSign(const NDArray& arr) {
 #if MXNET_USE_MKLDNN == 1
     if (arr.IsMKLDNNData()) {
-      AddSign(*(arr.GetMKLDNNData()));
+      auto arr_data = static_cast<const mkldnn::memory*>(arr.GetMKLDNNData());
+      AddSign(*(arr_data));

Review comment:
       Consider removing this extra parenthesis.

##########
File path: src/operator/nn/concat.cc
##########
@@ -166,18 +168,17 @@ bool ConcatType(const nnvm::NodeAttrs& attrs,
     for (size_t i = 0; i < nin; ++i) {
       in_type->push_back(dtype);
     }
-  // if out types are known in types are unknown
+    // if out types are known in types are unknown

Review comment:
       Do you think there is a better place for this comment? To me it's clear 
it regards the next line but it's weird that it was auto indented.




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