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authorMatthias Springer <me@m-sp.org>2023-12-19 14:17:10 +0900
committerGitHub <noreply@github.com>2023-12-19 14:17:10 +0900
commit3a087c15922398d963439dbfc719dd0f2f2f15da (patch)
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[mlir][linalg] Fix invalid IR in Linalg op fusion (#74425)
Linalg op fusion (`Linalg/Transforms/Fusion.cpp`) used to generate invalid fused producer ops: ``` error: 'linalg.conv_2d_nhwc_hwcf' op expected type of operand #2 ('tensor<1x8x16x4xf32>') to match type of corresponding result ('tensor<?x?x?x?xf32>') note: see current operation: %24 = "linalg.conv_2d_nhwc_hwcf"(%21, %22, %23) <{dilations = dense<1> : tensor<2xi64>, operandSegmentSizes = array<i32: 2, 1>, strides = dense<2> : tensor<2xi64>}> ({ ^bb0(%arg9: f32, %arg10: f32, %arg11: f32): %28 = "arith.mulf"(%arg9, %arg10) <{fastmath = #arith.fastmath<none>}> : (f32, f32) -> f32 %29 = "arith.addf"(%arg11, %28) <{fastmath = #arith.fastmath<none>}> : (f32, f32) -> f32 "linalg.yield"(%29) : (f32) -> () }) {linalg.memoized_indexing_maps = [affine_map<(d0, d1, d2, d3, d4, d5, d6) -> (d0, d1 * 2 + d4, d2 * 2 + d5, d6)>, affine_map<(d0, d1, d2, d3, d4, d5, d6) -> (d4, d5, d6, d3)>, affine_map<(d0, d1, d2, d3, d4, d5, d6) -> (d0, d1, d2, d3)>]} : (tensor<1x?x?x3xf32>, tensor<3x3x3x4xf32>, tensor<1x8x16x4xf32>) -> tensor<?x?x?x?xf32> ``` This is a problem because the input IR to greedy pattern rewriter during `-test-linalg-greedy-fusion` is invalid. This commit fixes tests such as `mlir/test/Dialect/Linalg/tile-and-fuse-tensors.mlir` when verifying the IR after each pattern application (#74270).
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