samskalicky commented on a change in pull request #17270: [WIP] Dynamic custom 
operator GPU support
URL: https://github.com/apache/incubator-mxnet/pull/17270#discussion_r369155919
 
 

 ##########
 File path: src/c_api/c_api.cc
 ##########
 @@ -563,11 +587,21 @@ int MXLoadLib(const char *path) {
       }
 
       // create a pointer to hold custom op state object
+      // only create one stateful op depending on passing context
+      // user can add new supported context and call to custom library
       void* state_op_inst = nullptr;
-      CHECK(callCreateOpState(create_opstate_fp, attr_keys.data(), 
attr_vals.data(),
-                              attr_keys.size(), &state_op_inst))
-      << "Error calling CreateOpState for custom operator '" << name_str << 
"'";
-
+      if (ctx.dev_mask() == Context::kCPU) {
+        CHECK(createop_map.count("cpu") > 0) << "CPU CreateOpState not 
implemented";
 
 Review comment:
   this is good, but can we made the error message more clear by adding the 
operator name at the end so the message is more like: CPU CreateOpState is not 
implemented for operator zzzzz

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