[mlir] Add offset/stride helper functions to OffsetSizeAndStrideOpInterface

* Add hasUnitStride and hasZeroOffset to OffsetSizeAndStrideOpInterface. These functions are useful for various patterns. E.g., some vectorization patterns apply only for tensor ops with zero offsets and/or unit stride.
* Add getConstantIntValue and isEqualConstantInt helper functions, which are useful for implementing the two above functions, as well as various patterns.

Differential Revision: https://reviews.llvm.org/D103763
This commit is contained in:
Matthias Springer 2021-06-07 20:05:25 +09:00
parent 4f8bc7caf4
commit 6e7bbdd6e7
4 changed files with 60 additions and 14 deletions

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@ -122,6 +122,15 @@ bool applyCmpPredicate(CmpIPredicate predicate, const APInt &lhs,
bool applyCmpPredicate(CmpFPredicate predicate, const APFloat &lhs,
const APFloat &rhs);
/// If ofr is a constant integer, i.e., an IntegerAttr or a ConstantOp with an
/// IntegerAttr, return the integer.
llvm::Optional<int64_t> getConstantIntValue(OpFoldResult ofr);
/// Return true if ofr and value are the same integer.
/// Ignore integer bitwidth and type mismatch that come from the fact there is
/// no IndexAttr and that IndexType has no bitwidth.
bool isEqualConstantInt(OpFoldResult ofr, int64_t value);
/// Return true if ofr1 and ofr2 are the same integer constant attribute values
/// or the same SSA value.
/// Ignore integer bitwitdh and type mismatch that come from the fact there is

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@ -30,6 +30,8 @@ struct Range {
class OffsetSizeAndStrideOpInterface;
bool isEqualConstantInt(OpFoldResult ofr, int64_t value);
namespace detail {
LogicalResult verifyOffsetSizeAndStrideOp(OffsetSizeAndStrideOpInterface op);

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@ -436,6 +436,30 @@ def OffsetSizeAndStrideOpInterface : OpInterface<"OffsetSizeAndStrideOpInterface
$_op.getOperation()), other, cmp);
}]
>,
InterfaceMethod<
/*desc=*/[{ Return true if all strides are guaranteed to be 1. }],
/*retTy=*/"bool",
/*methodName=*/"hasUnitStride",
/*args=*/(ins),
/*methodBody=*/"",
/*defaultImplementation=*/[{
return ::llvm::all_of(getMixedStrides(), [](OpFoldResult ofr) {
return ::mlir::isEqualConstantInt(ofr, 1);
});
}]
>,
InterfaceMethod<
/*desc=*/[{ Return true if all offsets are guaranteed to be 0. }],
/*retTy=*/"bool",
/*methodName=*/"hasZeroOffset",
/*args=*/(ins),
/*methodBody=*/"",
/*defaultImplementation=*/[{
return ::llvm::all_of(getMixedOffsets(), [](OpFoldResult ofr) {
return ::mlir::isEqualConstantInt(ofr, 0);
});
}]
>,
];
let extraClassDeclaration = [{

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@ -60,24 +60,35 @@ static void dispatchIndexOpFoldResults(ArrayRef<OpFoldResult> ofrs,
dispatchIndexOpFoldResult(ofr, dynamicVec, staticVec, sentinel);
}
/// If ofr is a constant integer, i.e., an IntegerAttr or a ConstantOp with an
/// IntegerAttr, return the integer.
llvm::Optional<int64_t> mlir::getConstantIntValue(OpFoldResult ofr) {
Attribute attr = ofr.dyn_cast<Attribute>();
// Note: isa+cast-like pattern allows writing the condition below as 1 line.
if (!attr && ofr.get<Value>().getDefiningOp<ConstantOp>())
attr = ofr.get<Value>().getDefiningOp<ConstantOp>().getValue();
if (auto intAttr = attr.dyn_cast_or_null<IntegerAttr>())
return intAttr.getValue().getSExtValue();
return llvm::None;
}
/// Return true if ofr and value are the same integer.
/// Ignore integer bitwidth and type mismatch that come from the fact there is
/// no IndexAttr and that IndexType has no bitwidth.
bool mlir::isEqualConstantInt(OpFoldResult ofr, int64_t value) {
auto ofrValue = getConstantIntValue(ofr);
return ofrValue && *ofrValue == value;
}
/// Return true if ofr1 and ofr2 are the same integer constant attribute values
/// or the same SSA value.
/// Ignore integer bitwitdh and type mismatch that come from the fact there is
/// no IndexAttr and that IndexType have no bitwidth.
bool mlir::isEqualConstantIntOrValue(OpFoldResult op1, OpFoldResult op2) {
auto getConstantIntValue = [](OpFoldResult ofr) -> llvm::Optional<int64_t> {
Attribute attr = ofr.dyn_cast<Attribute>();
// Note: isa+cast-like pattern allows writing the condition below as 1 line.
if (!attr && ofr.get<Value>().getDefiningOp<ConstantOp>())
attr = ofr.get<Value>().getDefiningOp<ConstantOp>().getValue();
if (auto intAttr = attr.dyn_cast_or_null<IntegerAttr>())
return intAttr.getValue().getSExtValue();
return llvm::None;
};
auto cst1 = getConstantIntValue(op1), cst2 = getConstantIntValue(op2);
/// Ignore integer bitwidth and type mismatch that come from the fact there is
/// no IndexAttr and that IndexType has no bitwidth.
bool mlir::isEqualConstantIntOrValue(OpFoldResult ofr1, OpFoldResult ofr2) {
auto cst1 = getConstantIntValue(ofr1), cst2 = getConstantIntValue(ofr2);
if (cst1 && cst2 && *cst1 == *cst2)
return true;
auto v1 = op1.dyn_cast<Value>(), v2 = op2.dyn_cast<Value>();
auto v1 = ofr1.dyn_cast<Value>(), v2 = ofr2.dyn_cast<Value>();
return v1 && v2 && v1 == v2;
}