[Mlir-commits] [mlir] [mlir][Vector] Add utility for computing scalable value bounds (PR #83876)
Andrzej WarzyĆski
llvmlistbot at llvm.org
Fri Mar 8 02:20:55 PST 2024
================
@@ -300,3 +301,132 @@ vector::createUnrollIterator(VectorType vType, int64_t targetRank) {
shapeToUnroll = shapeToUnroll.slice(0, firstScalableDim);
return StaticTileOffsetRange(shapeToUnroll, /*unrollStep=*/1);
}
+
+FailureOr<vector::ConstantOrScalableBound::BoundSize>
+vector::ConstantOrScalableBound::getSize() const {
+ if (map.isSingleConstant())
+ return BoundSize{map.getSingleConstantResult(), /*scalable=*/false};
+ if (map.getNumResults() != 1 || map.getNumInputs() != 1)
+ return failure();
+ auto binop = dyn_cast<AffineBinaryOpExpr>(map.getResult(0));
+ if (!binop || binop.getKind() != AffineExprKind::Mul)
+ return failure();
+ auto matchConstant = [&](AffineExpr expr, int64_t &constant) -> bool {
+ if (auto cst = dyn_cast<AffineConstantExpr>(expr)) {
+ constant = cst.getValue();
+ return true;
+ }
+ return false;
+ };
+ // Match `s0 * cst` or `cst * s0`:
+ int64_t cst = 0;
+ auto lhs = binop.getLHS();
+ auto rhs = binop.getRHS();
+ if ((matchConstant(lhs, cst) && isa<AffineSymbolExpr>(rhs)) ||
+ (matchConstant(rhs, cst) && isa<AffineSymbolExpr>(lhs))) {
+ return BoundSize{cst, /*scalable=*/true};
+ }
+ return failure();
+}
+
+namespace {
+struct ScalableValueBoundsConstraintSet : public ValueBoundsConstraintSet {
+ using ValueBoundsConstraintSet::ValueBoundsConstraintSet;
+
+ static Operation *getOwnerOfValue(Value value) {
+ if (auto bbArg = dyn_cast<BlockArgument>(value))
+ return bbArg.getOwner()->getParentOp();
+ return value.getDefiningOp();
+ }
+
+ static FailureOr<AffineMap>
+ computeScalableBound(Value value, std::optional<int64_t> dim,
+ unsigned vscaleMin, unsigned vscaleMax,
+ presburger::BoundType boundType) {
+ using namespace presburger;
+
+ assert(vscaleMin <= vscaleMax);
+ ScalableValueBoundsConstraintSet cstr(value.getContext());
+
+ Value vscale;
+ int64_t pos = cstr.populateConstraintsSet(
+ value, dim,
+ /* Custom vscale value bounds */
+ [&vscale, vscaleMin, vscaleMax](Value value, int64_t dim,
+ ValueBoundsConstraintSet &cstr) {
+ if (dim != ValueBoundsConstraintSet::kIndexValue)
+ return;
+ if (isa_and_present<vector::VectorScaleOp>(getOwnerOfValue(value))) {
+ if (vscale) {
+ // All copies of vscale are equivalent.
----------------
banach-space wrote:
[nit] "All copies of vscale are equivalent" - the following condition verifies that, right? Perhaps, instead of a generic statement that's meant to be always true, add a note that that's what's being checked/verified? That wasn't obvious to me.
https://github.com/llvm/llvm-project/pull/83876
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