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[mlir][linalg] Expand test case for tile-and-fuse with transform dialect
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Reverse the order of the payload ops. fuse_into_containing_op should still work.

Differential Revision: https://reviews.llvm.org/D130355
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matthias-springer committed Jul 25, 2022
1 parent 07aa8fc commit a299539
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Showing 3 changed files with 83 additions and 2 deletions.
65 changes: 63 additions & 2 deletions mlir/test/Dialect/Linalg/transform-tile-and-fuse.mlir
@@ -1,4 +1,4 @@
// RUN: mlir-opt %s --test-transform-dialect-interpreter -canonicalize | FileCheck %s
// RUN: mlir-opt %s --test-transform-dialect-interpreter --split-input-file -canonicalize | FileCheck %s

// This is a simple tile-and-fuse example with a single fusion group.

Expand All @@ -22,7 +22,7 @@ module {
{__producer__}
ins(%A, %B : tensor<?x?xf32>, tensor<?x?xf32>)
outs(%5 : tensor<?x?xf32>) -> tensor<?x?xf32>
%7 = linalg.generic
%7 = linalg.generic
{__root__,
indexing_maps = [affine_map<(d0, d1) -> (d0)>,
affine_map<(d0, d1) -> (d0, d1)>,
Expand Down Expand Up @@ -56,3 +56,64 @@ module {
}
}
}

// -----

// Inverse the order of the payload ops passed to the tile_to_foreach_thread_op
// op. Fusion should still work.

module {
// CHECK: func @foo
// CHECK: scf.foreach_thread {{.*}} {
// CHECK: linalg.fill
// CHECK: linalg.matmul
// CHECK: linalg.generic
// CHECK: }
func.func @foo(%A: tensor<?x?xf32>, %B: tensor<?x?xf32>, %C: tensor<?xf32>,
%D: tensor<?x?xf32>, %sz0: index, %sz1: index)
-> tensor<?x?xf32>
{
%cst = arith.constant 0.000000e+00 : f32
%5 = linalg.fill
{__producer__}
ins(%cst : f32)
outs(%D : tensor<?x?xf32>) -> tensor<?x?xf32>
%6 = linalg.matmul
{__producer__}
ins(%A, %B : tensor<?x?xf32>, tensor<?x?xf32>)
outs(%5 : tensor<?x?xf32>) -> tensor<?x?xf32>
%7 = linalg.generic
{__root__,
indexing_maps = [affine_map<(d0, d1) -> (d0)>,
affine_map<(d0, d1) -> (d0, d1)>,
affine_map<(d0, d1) -> (d0, d1)>],
iterator_types = ["parallel", "parallel"]
}
ins(%C, %6 : tensor<?xf32>, tensor<?x?xf32>)
outs(%D : tensor<?x?xf32>) {
^bb0(%arg2: f32, %arg3: f32, %arg4: f32):
%16 = arith.maxf %arg3, %cst : f32
%17 = arith.cmpf ogt, %arg2, %cst : f32
%18 = arith.select %17, %cst, %16 : f32
linalg.yield %18 : f32
} -> tensor<?x?xf32>
return %7 : tensor<?x?xf32>
}

transform.with_pdl_patterns {
^bb0(%arg0: !pdl.operation):
transform.sequence %arg0 {
^bb1(%arg1: !pdl.operation):
// Find the root and all producers.
%root = transform.structured.match attribute{"__root__"} in %arg1
%producers = transform.structured.match attribute{"__producer__"} in %arg1
%reversed_producers = transform.test_reverse_payload_ops %producers

// Tile the root.
%foreach_thread_op, %tiled_op = transform.structured.tile_to_foreach_thread_op %root num_threads [10, 20]

// Fuse all producers.
transform.structured.fuse_into_containing_op %reversed_producers into %foreach_thread_op
}
}
}
10 changes: 10 additions & 0 deletions mlir/test/lib/Dialect/Transform/TestTransformDialectExtension.cpp
Expand Up @@ -198,6 +198,16 @@ DiagnosedSilenceableFailure mlir::test::TestRemoveTestExtensionOp::apply(
state.removeExtension<TestTransformStateExtension>();
return DiagnosedSilenceableFailure::success();
}

DiagnosedSilenceableFailure
mlir::test::TestReversePayloadOpsOp::apply(transform::TransformResults &results,
transform::TransformState &state) {
ArrayRef<Operation *> payloadOps = state.getPayloadOps(getTarget());
auto reversedOps = llvm::to_vector(llvm::reverse(payloadOps));
results.set(getResult().cast<OpResult>(), reversedOps);
return DiagnosedSilenceableFailure::success();
}

DiagnosedSilenceableFailure mlir::test::TestTransformOpWithRegions::apply(
transform::TransformResults &results, transform::TransformState &state) {
return DiagnosedSilenceableFailure::success();
Expand Down
10 changes: 10 additions & 0 deletions mlir/test/lib/Dialect/Transform/TestTransformDialectExtension.td
Expand Up @@ -101,6 +101,16 @@ def TestRemoveTestExtensionOp
let cppNamespace = "::mlir::test";
}

def TestReversePayloadOpsOp
: Op<Transform_Dialect, "test_reverse_payload_ops",
[FunctionalStyleTransformOpTrait, MemoryEffectsOpInterface,
DeclareOpInterfaceMethods<TransformOpInterface>]> {
let arguments = (ins PDL_Operation:$target);
let results = (outs PDL_Operation:$result);
let assemblyFormat = "$target attr-dict";
let cppNamespace = "::mlir::test";
}

def TestTransformOpWithRegions
: Op<Transform_Dialect, "test_transform_op_with_regions",
[DeclareOpInterfaceMethods<TransformOpInterface>,
Expand Down

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