eric-haibin-lin opened a new issue #10509: [Improvement] Distinguish 
Sparse/Dense operator for temp resource request
   `FResourceRequest` is added for many MKL/Sparse ops. While many normal dense 
operator don't need it, the resource is requested and causes reduced 
parallelism due to the limit of max number of temp requests per GPU 

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