sandeep-krishnamurthy commented on a change in pull request #13802: Image 
normalize operator - GPU support, 3D/4D inputs
URL: https://github.com/apache/incubator-mxnet/pull/13802#discussion_r251580104
 
 

 ##########
 File path: src/operator/image/image_random-inl.h
 ##########
 @@ -123,28 +144,156 @@ inline bool NormalizeShape(const nnvm::NodeAttrs& attrs,
   return true;
 }
 
-void Normalize(const nnvm::NodeAttrs &attrs,
+// Type Inference
+inline bool NormalizeOpType(const nnvm::NodeAttrs& attrs,
+                          std::vector<int>* in_attrs,
+                          std::vector<int>* out_attrs) {
+  CHECK_EQ(in_attrs->size(), 1U);
+  CHECK_EQ(out_attrs->size(), 1U);
+
+  // Normalized Tensor will be a float
+  TYPE_ASSIGN_CHECK(*out_attrs, 0, mshadow::kFloat32);
 
 Review comment:
   make infer type generic.

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