[mlir][sparse] integrate sparse annotation into generic linalg op
This CL integrates the new sparse annotations (hereto merely added as fully transparent attributes) more tightly to the generic linalg op in order to add verification of the annotations' consistency as well as to make make other passes more aware of their presence (in the long run, rewriting rules must preserve the integrity of the annotations). Reviewed By: nicolasvasilache Differential Revision: https://reviews.llvm.org/D91224
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