ptrendx commented on a change in pull request #16817: Fix InferType logic - add 
backward inference for some ops
URL: https://github.com/apache/incubator-mxnet/pull/16817#discussion_r347066250
 
 

 ##########
 File path: src/operator/contrib/deformable_convolution-inl.h
 ##########
 @@ -453,18 +454,10 @@ class DeformableConvolutionProp : public 
OperatorProperty {
                  std::vector<int> *out_type,
                  std::vector<int> *aux_type) const override {
     CHECK_GE(in_type->size(), 1U);
-    int dtype = (*in_type)[0];
-    CHECK_NE(dtype, -1) << "First input must have specified type";
-    for (size_t i = 0; i < in_type->size(); ++i) {
-      if ((*in_type)[i] == -1) {
-        (*in_type)[i] = dtype;
-      } else {
-        UNIFORM_TYPE_CHECK((*in_type)[i], dtype, ListArguments()[i]);
-      }
-    }
-    out_type->clear();
-    out_type->push_back(dtype);
 
 Review comment:
   Wow, this would just discard the type inferred by the other operators...

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