Kmp5/feature/cp #335
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Kmp5/feature/cp #335
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… Instead of building an extra tile with potentially a few number of elements, it simply adds one element to existing tiles. Update vector_of_arrays and test cases to use this logic
One must split up the number of tiles which have extra elements between procs (so 10 tiles with extra elements will split 5 and 5 between procs)
…f tiles (13 with an extra element)
Because the pmap isn't guaranteed to be round robin style, I need to calculate the offset and the number of extra tiled arrays for each index in the pmap instead of once before the loop.
…ture/rr_extra_tile to catch up to MPQC's latest TA version
copied https://github.com/ValeevGroup/mpqc4/blob/6714a216d963f8252b7be0d379a57e7c9fa0b732/src/mpqc/util/misc/thread_specific.h and https://github.com/ValeevGroup/mpqc4/blob/530f8d01cd84702ec5b387f7658741c80eaeca0a/src/mpqc/util/misc/pool.h to TiledArray/util/thread_specific.h and fixed to be properly movable
- TA::{rand,drand} are reentrant versions of rand and drand48 that uses Boost.Random's mt19937 and uniform distribution classes (the latter is needed to produce platform-portable results, see https://www.open-std.org/jtc1/sc22/wg21/docs/papers/2020/p2059r0.pdf ) ... TA::srand controls the seeds of the thread-specific random engines
- MakeRandom now uses TA::rand instead of std::rand ... the latter is not reentrant so technically any use of DistArray::fill_random was UB ... single-threaded version of DistArray::fill_random to get random tensors witrh contents independent of schedule will be introduced in a separate commit
…les,fill_random} default is to use MADWorld's taskq, but useful with non-reentrant ops or, even when op is reentrant, e.g. to ensure that same random tensor is generated by DistArray::fill_random (since initial state of every thread-specific random engine is the same tiles generated by different threads will initially have the same content ... )
… hand-rolled equivalent
…ordinal()} assert batch_size=1
reentrant `TA::rand()`
…ordinal-accessors disambiguate rank 1 index vs ordinal accessors
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Making CP base class and CP-ALS, RALS and TN-CP-ALS derived classes using TA.