[Draft] [BACKEND] Enhance the remove layout implementation to reduce the duplicated values with different layout in scf.for. #4527
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The layout propagation across the
scf.for
op in RemoveLayout is not implemented well for these aspects:scf.for
ops.With the limitations, the
scf.for
operation is the bottle neck of the efficient after the remove layout pass.This is not issue on NV GPU because the NV GPU convert the layout convert operations to async.cp in software pipeline.
But it is an issue for Intel GPU. We rely on the remove layout to get a simple program with less convert layout operations.
Plan to enhance the remove layout to enhance the limitations of the remove layout.
scf.for
ops on demand.This is an PR for CI.