[MLIR] fix/update affine data copy utility for max/min bounds

[MLIR] fix/update affine data copy utility for max/min bounds

Fix point-wise copy generation to work with bounds that have max/min.
Change structure of copy loop nest to use absolute loop indices and
subtracting base from the indexes of the fast buffers. Update supporting
utilities: Fix FlatAffineConstraints::getLowerAndUpperBound to look at
equalities as well and for a missing division. Update unionBoundingBox
to not discard common constraints (leads to a tighter system). Update
MemRefRegion::getConstantBoundingSizeAndShape to add memref dimension
constraints. Run removeTrivialRedundancy at the end of
MemRefRegion::compute.  Run single iteration loop promotion and
load/store canonicalization after affine data copy (in its test pass as
well).

Differential Revision: https://reviews.llvm.org/D77320