larroy commented on a change in pull request #14728: [MXNET-1386] fix for shape 
mismatch
URL: https://github.com/apache/incubator-mxnet/pull/14728#discussion_r297431221
 
 

 ##########
 File path: src/executor/graph_executor.cc
 ##########
 @@ -558,20 +558,31 @@ void GraphExecutor::InitArguments(const 
nnvm::IndexedGraph& idx,
                                   const std::unordered_set<std::string>& 
shared_arg_names,
                                   const Executor* shared_exec,
                                   std::unordered_map<std::string, NDArray>* 
shared_buffer,
+                                  std::vector<std::string>* in_names,
                                   std::vector<NDArray>* in_arg_vec,
                                   std::vector<NDArray>* arg_grad_vec,
                                   std::vector<NDArray>* aux_state_vec) {
+  // build name/index map for graph input nodes
+  std::map<std::string, uint32_t> inv_name_map;
 
 Review comment:
   Is it possible to map the source node instead of the argument name for 
efficiency and to avoid the problem @ptrendx mentions below?  I don't know if 
it's possible but looking up ptr is much faster than str.

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