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Algorithm state profiling

Benjamin Michael Wynne requested to merge bwynne/Gaudi_gaudi:AlgStateProfiling into master

Added a method to the scheduler to return the number of algorithms in each state.

Useful for profiling multithreaded jobs where we see inefficient use of threads: are we limited by our CF/DF graph, by algorithm cardinality, or by some other locking mechanism?

Edited by Marco Clemencic

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