HomePhabricator

[mlir][linalg] Add backward slice filtering in hoist padding.

Authored by gysit on Thu, Nov 25, 2:23 AM.

Description

[mlir][linalg] Add backward slice filtering in hoist padding.

Adapt hoist padding to filter the backward slice before cloning the packing loop nest. The filtering removes all operations that are not used to index the hoisted pad tensor op and its extract slice op. The filtering is needed to support the more complex loop nests created after fusion. For example, fusing the producer of an output operand can added linalg ops and pad tensor ops to the backward slice. These operations have regions and currently prevent hoisting.

The following example demonstrates the effect of the newly introduced dropNonIndexDependencies method that filters the backward slice:

%source = linalg.fill(%cst, %arg0)
scf.for %i
  %unrelated = linalg.fill(%cst, %arg1)    // not used to index %source!
  scf.for %j (%arg2 = %unrelated)
    scf.for %k                             // not used to index %source!
      %ubi = affine.min #map(%i)
      %ubj = affine.min #map(%j)
      %slice = tensor.extract_slice %source [%i, %j] [%ubi, %ubj]
      %padded_slice = linalg.pad_tensor %slice

dropNonIndexDependencies(%padded_slice, %slice)
removes [scf.for %k, linalg.fill(%cst, %arg1)] from backwardSlice.

Depends On D114175

Reviewed By: nicolasvasilache

Differential Revision: https://reviews.llvm.org/D114420

Details