Using MLIR Transform to Design Sliced Convolution Algorithm

Victor Ferrari, Marcio Pereira, Lucas Alvarenga +2

This paper proposes SConvTransform, a Transform dialect extension that provides operations for optimizing 2D convolutions in MLIR. Its main operation, SConvOp, lowers Linalg convol…