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2020 Feb 06
2
Writing loop transformations on the right representation is more productive
...; trees are essential for a loop optimizer, and that this essential > nature “justifies” the cost of reinventing an entire compiler > infrastructure is lower than the benefit of using (e.g.) MLIR to do > this.  I haven’t seen evidence of either point: Michael and I have discussed this offilne, and I think that more quantitative information here would be helpful. One phrasing might be: For a reasonable test suite of programs, for the loops we might optimize, how many different loop-nest variants do we need to represent for costing purposes (also note that, depending on profiling inf...
2020 Feb 08
2
Writing loop transformations on the right representation is more productive
...ng transformations, I think organizing the transformations in code is sufficient at the beginning. Since transformations apply on subtrees, are prioritized, and can add candidates to be selected by a cost function, a pass manager has to be structured differently. Michael and I have discussed this offilne, and I think that more > quantitative information here would be helpful. One phrasing might be: For > a reasonable test suite of programs, for the loops we might optimize, how > many different loop-nest variants do we need to represent for costing > purposes (also note that, depending...
2020 Feb 03
5
Writing loop transformations on the right representation is more productive
Am Do., 30. Jan. 2020 um 04:40 Uhr schrieb Uday Kumar Reddy Bondhugula <uday at polymagelabs.com>: > There are multiple ways regions in MLIR can be viewed, but the more relevant point here is you do have a loop tree structure native in the IR with MLIR. Regions in MLIR didn't evolve from modeling inlined calls - the affine.for/affine.if were originally the only two operations in MLIR