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26 changes: 21 additions & 5 deletions mlir/lib/Dialect/Linalg/Transforms/Hoisting.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -199,6 +199,24 @@ static bool noAliasingUseInLoop(vector::TransferReadOp transferRead,
return true;
}

static bool skipViewLike(Operation *source0, Operation *source1) {
bool viewLikeCheck = true;
auto assumeAlignOp = dyn_cast_or_null<memref::AssumeAlignmentOp>(source0);
if (assumeAlignOp && source0 == source1) {
Value sourceMemRef = assumeAlignOp.getMemref();
Operation *sourceOp = sourceMemRef.getDefiningOp();
return isa_and_nonnull<ViewLikeOpInterface>(sourceOp);
}

if (source0 && isa_and_nonnull<ViewLikeOpInterface>(source0))
return true;

if (source1 && isa_and_nonnull<ViewLikeOpInterface>(source1))
return true;

return false;
}

void mlir::linalg::hoistRedundantVectorTransfers(Operation *root,
bool verifyNonZeroTrip) {
bool changed = true;
Expand Down Expand Up @@ -312,12 +330,10 @@ void mlir::linalg::hoistRedundantVectorTransfers(Operation *root,
transferRead.getPermutationMap() != transferWrite.getPermutationMap())
return WalkResult::advance();

auto *source = transferRead.getBase().getDefiningOp();
if (source && isa_and_nonnull<ViewLikeOpInterface>(source))
return WalkResult::advance();
auto *source0 = transferRead.getBase().getDefiningOp();
auto *source1 = transferWrite.getBase().getDefiningOp();

source = transferWrite.getBase().getDefiningOp();
if (source && isa_and_nonnull<ViewLikeOpInterface>(source))
if (skipViewLike(source0, source1))
return WalkResult::advance();

// TODO: may want to memoize this information for performance but it
Expand Down
52 changes: 52 additions & 0 deletions mlir/test/Dialect/Linalg/hoisting.mlir
Original file line number Diff line number Diff line change
Expand Up @@ -802,3 +802,55 @@ module attributes {transform.with_named_sequence} {
transform.yield
}
}

// -----

// Test hoisting of vector.transfer_read/transfer_write pairs with same location
// and this location is marked with assume_align.

// CHECK-LABEL: func.func @hoist_vector_transfer_read_write() {
// CHECK: %c0 = arith.constant 0 : index
// CHECK-NEXT: %c256 = arith.constant 256 : index
// CHECK-NEXT: %c4096 = arith.constant 4096 : index
// CHECK-NEXT: %cst = arith.constant 0.000000e+00 : f16
// CHECK-NEXT: %alloc = memref.alloc() : memref<4096x4096xf16>
// CHECK-NEXT: %alloc_0 = memref.alloc() : memref<4096x4096xf16>
// CHECK-NEXT: %assume_align = memref.assume_alignment %alloc, 64 : memref<4096x4096xf16>
// CHECK-NEXT: %0 = vector.transfer_read %assume_align[%c0, %c0], %cst {in_bounds = [true, true]} : memref<4096x4096xf16>, vector<16x16xf16>
// CHECK-NEXT: %1 = scf.for %arg0 = %c256 to %c4096 step %c256 iter_args(%arg1 = %0) -> (vector<16x16xf16>) {
// CHECK-NEXT: %2 = vector.transfer_read %alloc_0[%arg0, %arg0], %cst {in_bounds = [true, true]} : memref<4096x4096xf16>, vector<16x16xf16>
// CHECK-NEXT: %3 = vector.contract {indexing_maps = [#map, #map1, #map2], iterator_types = ["parallel", "parallel", "reduction"], kind = #vector.kind<add>} %2, %2, %arg1 : vector<16x16xf16>, vector<16x16xf16> into vector<16x16xf16>
// CHECK-NEXT: scf.yield %3 : vector<16x16xf16>
// CHECK-NEXT: }
// CHECK-NEXT: vector.transfer_write %1, %assume_align[%c0, %c0] {in_bounds = [true, true]} : vector<16x16xf16>, memref<4096x4096xf16>
// CHECK-NEXT: return
// CHECK-NEXT: }

func.func @hoist_vector_transfer_read_write() {
%c0 = arith.constant 0 : index
%c64 = arith.constant 64 : index
%c256 = arith.constant 256 : index
%c4096 = arith.constant 4096 : index
%cst_0 = arith.constant 0.000000e+00 : f16
%m0 = memref.alloc() : memref<4096x4096xf16>
%m1 = memref.alloc() : memref<4096x4096xf16>
%assume_align_0 = memref.assume_alignment %m0, 64 : memref<4096x4096xf16>
%assume_align_1 = memref.assume_alignment %m1, 64 : memref<4096x4096xf16>
scf.for %arg0 = %c256 to %c4096 step %c256 {
%1 = vector.transfer_read %assume_align_0[%c0, %c0], %cst_0 {in_bounds = [true, true]} : memref<4096x4096xf16>, vector<16x16xf16>
%2 = vector.transfer_read %m1[%arg0, %arg0], %cst_0 {in_bounds = [true, true]} : memref<4096x4096xf16>, vector<16x16xf16>
%3 = vector.contract {indexing_maps = [affine_map<(d0, d1, d2) -> (d0, d2)>, affine_map<(d0, d1, d2) -> (d2, d1)>, affine_map<(d0, d1, d2) -> (d0, d1)>], iterator_types = ["parallel", "parallel", "reduction"], kind = #vector.kind<add>} %2, %2, %1 : vector<16x16xf16>, vector<16x16xf16> into vector<16x16xf16>
vector.transfer_write %3, %assume_align_0[%c0, %c0] {in_bounds = [true, true]} : vector<16x16xf16>, memref<4096x4096xf16>
}
return
}

module attributes {transform.with_named_sequence} {
transform.named_sequence @__transform_main(%arg1: !transform.any_op {transform.readonly}) {
%0 = transform.structured.match ops{["func.func"]} in %arg1
: (!transform.any_op) -> !transform.any_op
transform.structured.hoist_redundant_vector_transfers %0
: (!transform.any_op) -> !transform.any_op
transform.yield
}
}
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