samskalicky commented on a change in pull request #12430: [MXNET-882] Support 
for N-d arrays added to diag op.
URL: https://github.com/apache/incubator-mxnet/pull/12430#discussion_r215705029
 
 

 ##########
 File path: src/operator/tensor/diag_op-inl.h
 ##########
 @@ -30,33 +30,46 @@
 #include <dmlc/parameter.h>
 #include <vector>
 #include <algorithm>
+#include <utility>
 #include "../mxnet_op.h"
 #include "../operator_common.h"
 #include "../elemwise_op_common.h"
+#include "./broadcast_reduce_op.h"
 
 namespace mxnet {
 namespace op {
 
 struct DiagParam : public dmlc::Parameter<DiagParam> {
   dmlc::optional<int> k;
+  dmlc::optional<int> axis1;
+  dmlc::optional<int> axis2;
   DMLC_DECLARE_PARAMETER(DiagParam) {
     DMLC_DECLARE_FIELD(k)
     .set_default(dmlc::optional<int>(0))
     .describe("Diagonal in question. The default is 0. "
               "Use k>0 for diagonals above the main diagonal, "
               "and k<0 for diagonals below the main diagonal. "
               "If input has shape (S0 S1) k must be between -S0 and S1");
+    DMLC_DECLARE_FIELD(axis1)
+    .set_default(dmlc::optional<int>(0))
 
 Review comment:
   If the values are negative, where are negative values acceptible? When they 
are used later on to index directly into the ishape array on line 76 wouldnt 
that cause a problem?

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