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[mlir][vector] Hoist transfer pairs when the source is AssumeAlignmentOp #144809
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llvm@ffb9bbf makes memref::AssumeAlignmentOp be ViewLikeOp, which disables the hoisting support when AssumeAlignmentOp is present. In the past, it is not an issue because the op does not have a result. After the op has a result, the hoisting is not working if transfer ops operate on AssumeAlignmentOp. Signed-off-by: hanhanW <hanhan0912@gmail.com>
@llvm/pr-subscribers-mlir-linalg @llvm/pr-subscribers-mlir Author: Han-Chung Wang (hanhanW) Changesffb9bbf makes memref::AssumeAlignmentOp be ViewLikeOp, which disables the hoisting support when AssumeAlignmentOp is present. In the past, it is not an issue because the op does not have a result. After the op has a result, the hoisting is not working if transfer ops operate on AssumeAlignmentOp. Full diff: https://github.com/llvm/llvm-project/pull/144809.diff 3 Files Affected:
diff --git a/mlir/include/mlir/Dialect/Linalg/Transforms/Hoisting.h b/mlir/include/mlir/Dialect/Linalg/Transforms/Hoisting.h
index 4edf432d9d97d..39c3451b1369f 100644
--- a/mlir/include/mlir/Dialect/Linalg/Transforms/Hoisting.h
+++ b/mlir/include/mlir/Dialect/Linalg/Transforms/Hoisting.h
@@ -27,8 +27,8 @@ namespace linalg {
/// dominated by the transfer_write (i.e. no aliasing between the write and
/// the read across the loop)
/// 4. The source operands for vector.transfer_{read|write} do not originate
-/// from Ops implementing ViewLikeOpInterface (to reduce the risk of
-/// aliasing).
+/// from ops implementing ViewLikeOpInterface (to reduce the risk of
+/// aliasing), except memref::AssumeAlignmentOp.
/// 5. If `verifyNonZeroTrip` is true, then the lower bound of the loop must
/// be statically smaller than the upper bound of the loop, guaranteeing that
/// the loop body will execute at least once.
@@ -39,8 +39,8 @@ namespace linalg {
///
/// TODO: To further improve hoisting opportunities, fold aliasing memref
/// operations into respective vector.transfer{read|write} operations and
-/// avoid using ops implementing ViewLikeOpInterface as the source for transfer
-/// Ops.
+/// avoid using ops implementing ViewLikeOpInterface, except
+/// memref::AssumeAlignmentOp, as the source for transfer ops.
///
/// WARNING: This hoisting does not model parallelism and is generally incorrect
/// when used on distributed loops with memref semantics!
diff --git a/mlir/lib/Dialect/Linalg/Transforms/Hoisting.cpp b/mlir/lib/Dialect/Linalg/Transforms/Hoisting.cpp
index 707b63ff9335b..d473a1cff08cc 100644
--- a/mlir/lib/Dialect/Linalg/Transforms/Hoisting.cpp
+++ b/mlir/lib/Dialect/Linalg/Transforms/Hoisting.cpp
@@ -21,6 +21,7 @@
#include "mlir/Dialect/Func/IR/FuncOps.h"
#include "mlir/Dialect/Linalg/IR/Linalg.h"
#include "mlir/Dialect/Linalg/Transforms/Transforms.h"
+#include "mlir/Dialect/MemRef/IR/MemRef.h"
#include "mlir/Dialect/SCF/IR/SCF.h"
#include "mlir/Dialect/SCF/Utils/Utils.h"
#include "mlir/Dialect/Tensor/IR/Tensor.h"
@@ -303,7 +304,8 @@ void mlir::linalg::hoistRedundantVectorTransfers(Operation *root,
// 1. indices, vector type and permutation map are the same (i.e., the
// transfer_read/transfer_write ops are matching),
// 2. source operands for transfer.{read|write} do not originate from
- // Ops implementing ViewLikeOpInterface.
+ // ops implementing ViewLikeOpInterface, except
+ // memref::AssumeAlingmentOp.
// 3. no other operations in the loop access the same memref except
// for transfer_read/transfer_write accessing statically disjoint
// slices.
@@ -313,11 +315,13 @@ void mlir::linalg::hoistRedundantVectorTransfers(Operation *root,
return WalkResult::advance();
auto *source = transferRead.getBase().getDefiningOp();
- if (source && isa_and_nonnull<ViewLikeOpInterface>(source))
+ if (source && isa_and_nonnull<ViewLikeOpInterface>(source) &&
+ !isa<memref::AssumeAlignmentOp>(source))
return WalkResult::advance();
source = transferWrite.getBase().getDefiningOp();
- if (source && isa_and_nonnull<ViewLikeOpInterface>(source))
+ if (source && isa_and_nonnull<ViewLikeOpInterface>(source) &&
+ !isa<memref::AssumeAlignmentOp>(source))
return WalkResult::advance();
// TODO: may want to memoize this information for performance but it
diff --git a/mlir/test/Dialect/Linalg/hoisting.mlir b/mlir/test/Dialect/Linalg/hoisting.mlir
index 318edca73cce1..a71bd044d98c1 100644
--- a/mlir/test/Dialect/Linalg/hoisting.mlir
+++ b/mlir/test/Dialect/Linalg/hoisting.mlir
@@ -18,11 +18,13 @@ func.func @hoist_vector_transfer_pairs(
%val: index, %lb : index, %ub : index, %step: index, %cmp: i1) {
%c0 = arith.constant 0 : index
%cst = arith.constant 0.0 : f32
+ %assume_align = memref.assume_alignment %memref0, 64 : memref<?x?xf32>
// CHECK: vector.transfer_read %{{.*}} : memref<?x?xf32>, vector<1xf32>
-// CHECK: scf.for %[[I:.*]] = %[[LB]] to %[[UB]] step %[[STEP]] iter_args({{.*}}) -> (vector<1xf32>) {
+// CHECK: vector.transfer_read %{{.*}} : memref<?x?xf32>, vector<1xf32>
+// CHECK: scf.for %[[I:.*]] = %[[LB]] to %[[UB]] step %[[STEP]] iter_args({{.*}}) -> (vector<1xf32>, vector<1xf32>) {
// CHECK: vector.transfer_read %{{.*}} : memref<?x?xf32>, vector<2xf32>
-// CHECK: scf.for %[[J:.*]] = %[[LB]] to %[[UB]] step %[[STEP]] iter_args({{.*}}) -> (vector<1xf32>, vector<2xf32>) {
+// CHECK: scf.for %[[J:.*]] = %[[LB]] to %[[UB]] step %[[STEP]] iter_args({{.*}}) -> (vector<1xf32>, vector<2xf32>, vector<1xf32>) {
// CHECK: vector.transfer_read %{{.*}} : memref<?x?xf32>, vector<3xf32>
// CHECK: vector.transfer_read %{{.*}} : memref<?x?xf32>, vector<4xf32>
// CHECK: "some_crippling_use"(%[[MEMREF4]]) : (memref<?x?xf32>) -> ()
@@ -43,6 +45,7 @@ func.func @hoist_vector_transfer_pairs(
// CHECK: scf.yield {{.*}} : vector<1xf32>
// CHECK: }
// CHECK: vector.transfer_write %{{.*}} : vector<1xf32>, memref<?x?xf32>
+// CHECK: vector.transfer_write %{{.*}} : vector<1xf32>, memref<?x?xf32>
// CHECK: "unrelated_use"(%[[MEMREF1]]) : (memref<?x?xf32>) -> ()
scf.for %i = %lb to %ub step %step {
scf.for %j = %lb to %ub step %step {
@@ -53,6 +56,7 @@ func.func @hoist_vector_transfer_pairs(
"some_crippling_use"(%memref4) : (memref<?x?xf32>) -> ()
%r4 = vector.transfer_read %memref4[%c0, %c0], %cst: memref<?x?xf32>, vector<5xf32>
%r5 = vector.transfer_read %memref5[%c0, %c0], %cst: memref<?x?xf32>, vector<6xf32>
+ %r6 = vector.transfer_read %assume_align[%c0, %c0], %cst: memref<?x?xf32>, vector<1xf32>
"some_crippling_use"(%memref5) : (memref<?x?xf32>) -> ()
%u0 = "some_use"(%r0) : (vector<1xf32>) -> vector<1xf32>
%u1 = "some_use"(%r1) : (vector<2xf32>) -> vector<2xf32>
@@ -60,12 +64,14 @@ func.func @hoist_vector_transfer_pairs(
%u3 = "some_use"(%r3) : (vector<4xf32>) -> vector<4xf32>
%u4 = "some_use"(%r4) : (vector<5xf32>) -> vector<5xf32>
%u5 = "some_use"(%r5) : (vector<6xf32>) -> vector<6xf32>
+ %u6 = "some_use"(%r6) : (vector<1xf32>) -> vector<1xf32>
vector.transfer_write %u0, %memref1[%c0, %c0] : vector<1xf32>, memref<?x?xf32>
vector.transfer_write %u1, %memref0[%i, %i] : vector<2xf32>, memref<?x?xf32>
vector.transfer_write %u2, %memref2[%c0, %c0] : vector<3xf32>, memref<?x?xf32>
vector.transfer_write %u3, %memref3[%c0, %c0] : vector<4xf32>, memref<?x?xf32>
vector.transfer_write %u4, %memref4[%c0, %c0] : vector<5xf32>, memref<?x?xf32>
vector.transfer_write %u5, %memref5[%c0, %c0] : vector<6xf32>, memref<?x?xf32>
+ vector.transfer_write %u6, %assume_align[%c0, %c0] : vector<1xf32>, memref<?x?xf32>
"some_crippling_use"(%memref3) : (memref<?x?xf32>) -> ()
}
"unrelated_use"(%memref0) : (memref<?x?xf32>) -> ()
|
ffb9bbf makes memref::AssumeAlignmentOp be ViewLikeOp, which disables the hoisting support when AssumeAlignmentOp is present. In the past, it is not an issue because the op does not have a result. After the op has a result, the hoisting is not working if transfer ops operate on AssumeAlignmentOp.