Rebase of seqpool-max optimization
test=develop - Added rough profiling - Profiled maxpool itself - First draft of max seqpool optimization (is_test added) - Added unit tests to seqpool - Cosmetic fixes - Fix to UT of Seq pool Disabled grad checking for sequence max pool when is_test is set to True -Cosmetic fix to comment test=develop - Fix to GPU build test=develop - yet another GPU fix for sequence max pool - Fix to comment test=develop - Change to API of sequence_pool test=develop - Yet another API spec change test=develop
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