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authorUday Bondhugula <uday@polymagelabs.com>2020-05-25 17:40:44 +0530
committerUday Bondhugula <uday@polymagelabs.com>2020-06-05 12:28:30 +0530
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[MLIR] Update linalg.conv lowering to use affine load in the absence of padding
Update linalg to affine lowering for convop to use affine load for input whenever there is no padding. It had always been using std.loads because max in index functions (needed for non-zero padding if not materializing zeros) couldn't be represented in the non-zero padding cases. In the future, the non-zero padding case could also be made to use affine - either by materializing or using affine.execute_region. The latter approach will not impact the scf/std output obtained after lowering out affine. Differential Revision: https://reviews.llvm.org/D81191
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