llvm-project/mlir/lib/IR/AttributeDetail.h
River Riddle 9e0900cbf1 [mlir] Fix DenseElementsAttr treatment of bool splat of "true"
Boolean splats currently can't roundtrip via the "raw" DenseElementsAttr
API. This is because internally we treat true splats in some cases as "1"(one bit set)
and in other cases as "0xFF"(all bits set). This commit cleans up this handling to
consistently use 0xFF (all bits set) as the value for a splat of true.

Differential Revision: https://reviews.llvm.org/D133743
2022-09-13 11:39:20 -07:00

356 lines
13 KiB
C++

//===- AttributeDetail.h - MLIR Affine Map details Class --------*- C++ -*-===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
//
// This holds implementation details of Attribute.
//
//===----------------------------------------------------------------------===//
#ifndef ATTRIBUTEDETAIL_H_
#define ATTRIBUTEDETAIL_H_
#include "mlir/IR/AffineMap.h"
#include "mlir/IR/BuiltinAttributes.h"
#include "mlir/IR/BuiltinTypes.h"
#include "mlir/IR/IntegerSet.h"
#include "mlir/IR/MLIRContext.h"
#include "mlir/Support/StorageUniquer.h"
#include "llvm/ADT/APFloat.h"
#include "llvm/ADT/PointerIntPair.h"
#include "llvm/Support/TrailingObjects.h"
namespace mlir {
namespace detail {
//===----------------------------------------------------------------------===//
// Elements Attributes
//===----------------------------------------------------------------------===//
/// Return the bit width which DenseElementsAttr should use for this type.
inline size_t getDenseElementBitWidth(Type eltType) {
// Align the width for complex to 8 to make storage and interpretation easier.
if (ComplexType comp = eltType.dyn_cast<ComplexType>())
return llvm::alignTo<8>(getDenseElementBitWidth(comp.getElementType())) * 2;
if (eltType.isIndex())
return IndexType::kInternalStorageBitWidth;
return eltType.getIntOrFloatBitWidth();
}
/// An attribute representing a reference to a dense vector or tensor object.
struct DenseElementsAttributeStorage : public AttributeStorage {
public:
DenseElementsAttributeStorage(ShapedType type, bool isSplat)
: type(type), isSplat(isSplat) {}
ShapedType type;
bool isSplat;
};
/// An attribute representing a reference to a dense vector or tensor object.
struct DenseIntOrFPElementsAttrStorage : public DenseElementsAttributeStorage {
DenseIntOrFPElementsAttrStorage(ShapedType ty, ArrayRef<char> data,
bool isSplat = false)
: DenseElementsAttributeStorage(ty, isSplat), data(data) {}
struct KeyTy {
KeyTy(ShapedType type, ArrayRef<char> data, llvm::hash_code hashCode,
bool isSplat = false)
: type(type), data(data), hashCode(hashCode), isSplat(isSplat) {}
/// The type of the dense elements.
ShapedType type;
/// The raw buffer for the data storage.
ArrayRef<char> data;
/// The computed hash code for the storage data.
llvm::hash_code hashCode;
/// A boolean that indicates if this data is a splat or not.
bool isSplat;
};
/// Compare this storage instance with the provided key.
bool operator==(const KeyTy &key) const {
return key.type == type && key.data == data;
}
/// Construct a key from a shaped type, raw data buffer, and a flag that
/// signals if the data is already known to be a splat. Callers to this
/// function are expected to tag preknown splat values when possible, e.g. one
/// element shapes.
static KeyTy getKey(ShapedType ty, ArrayRef<char> data, bool isKnownSplat) {
// Handle an empty storage instance.
if (data.empty())
return KeyTy(ty, data, 0);
// If the data is already known to be a splat, the key hash value is
// directly the data buffer.
bool isBoolData = ty.getElementType().isInteger(1);
if (isKnownSplat) {
if (isBoolData)
return getKeyForSplatBoolData(ty, data[0] != 0);
return KeyTy(ty, data, llvm::hash_value(data), isKnownSplat);
}
// Otherwise, we need to check if the data corresponds to a splat or not.
// Handle the simple case of only one element.
size_t numElements = ty.getNumElements();
assert(numElements != 1 && "splat of 1 element should already be detected");
// Handle boolean values directly as they are packed to 1-bit.
if (isBoolData)
return getKeyForBoolData(ty, data, numElements);
size_t elementWidth = getDenseElementBitWidth(ty.getElementType());
// Non 1-bit dense elements are padded to 8-bits.
size_t storageSize = llvm::divideCeil(elementWidth, CHAR_BIT);
assert(((data.size() / storageSize) == numElements) &&
"data does not hold expected number of elements");
// Create the initial hash value with just the first element.
auto firstElt = data.take_front(storageSize);
auto hashVal = llvm::hash_value(firstElt);
// Check to see if this storage represents a splat. If it doesn't then
// combine the hash for the data starting with the first non splat element.
for (size_t i = storageSize, e = data.size(); i != e; i += storageSize)
if (memcmp(data.data(), &data[i], storageSize))
return KeyTy(ty, data, llvm::hash_combine(hashVal, data.drop_front(i)));
// Otherwise, this is a splat so just return the hash of the first element.
return KeyTy(ty, firstElt, hashVal, /*isSplat=*/true);
}
/// Construct a key with a set of boolean data.
static KeyTy getKeyForBoolData(ShapedType ty, ArrayRef<char> data,
size_t numElements) {
ArrayRef<char> splatData = data;
bool splatValue = splatData.front() & 1;
// Check the simple case where the data matches the known splat value.
if (splatData == ArrayRef<char>(splatValue ? kSplatTrue : kSplatFalse))
return getKeyForSplatBoolData(ty, splatValue);
// Handle the case where the potential splat value is 1 and the number of
// elements is non 8-bit aligned.
size_t numOddElements = numElements % CHAR_BIT;
if (splatValue && numOddElements != 0) {
// Check that all bits are set in the last value.
char lastElt = splatData.back();
if (lastElt != llvm::maskTrailingOnes<unsigned char>(numOddElements))
return KeyTy(ty, data, llvm::hash_value(data));
// If this is the only element, the data is known to be a splat.
if (splatData.size() == 1)
return getKeyForSplatBoolData(ty, splatValue);
splatData = splatData.drop_back();
}
// Check that the data buffer corresponds to a splat of the proper mask.
char mask = splatValue ? ~0 : 0;
return llvm::all_of(splatData, [mask](char c) { return c == mask; })
? getKeyForSplatBoolData(ty, splatValue)
: KeyTy(ty, data, llvm::hash_value(data));
}
/// Return a key to use for a boolean splat of the given value.
static KeyTy getKeyForSplatBoolData(ShapedType type, bool splatValue) {
const char &splatData = splatValue ? kSplatTrue : kSplatFalse;
return KeyTy(type, splatData, llvm::hash_value(splatData),
/*isSplat=*/true);
}
/// Hash the key for the storage.
static llvm::hash_code hashKey(const KeyTy &key) {
return llvm::hash_combine(key.type, key.hashCode);
}
/// Construct a new storage instance.
static DenseIntOrFPElementsAttrStorage *
construct(AttributeStorageAllocator &allocator, KeyTy key) {
// If the data buffer is non-empty, we copy it into the allocator with a
// 64-bit alignment.
ArrayRef<char> copy, data = key.data;
if (!data.empty()) {
char *rawData = reinterpret_cast<char *>(
allocator.allocate(data.size(), alignof(uint64_t)));
std::memcpy(rawData, data.data(), data.size());
copy = ArrayRef<char>(rawData, data.size());
}
return new (allocator.allocate<DenseIntOrFPElementsAttrStorage>())
DenseIntOrFPElementsAttrStorage(key.type, copy, key.isSplat);
}
ArrayRef<char> data;
/// The values used to denote a boolean splat value.
static constexpr char kSplatTrue = ~0;
static constexpr char kSplatFalse = 0;
};
/// An attribute representing a reference to a dense vector or tensor object
/// containing strings.
struct DenseStringElementsAttrStorage : public DenseElementsAttributeStorage {
DenseStringElementsAttrStorage(ShapedType ty, ArrayRef<StringRef> data,
bool isSplat = false)
: DenseElementsAttributeStorage(ty, isSplat), data(data) {}
struct KeyTy {
KeyTy(ShapedType type, ArrayRef<StringRef> data, llvm::hash_code hashCode,
bool isSplat = false)
: type(type), data(data), hashCode(hashCode), isSplat(isSplat) {}
/// The type of the dense elements.
ShapedType type;
/// The raw buffer for the data storage.
ArrayRef<StringRef> data;
/// The computed hash code for the storage data.
llvm::hash_code hashCode;
/// A boolean that indicates if this data is a splat or not.
bool isSplat;
};
/// Compare this storage instance with the provided key.
bool operator==(const KeyTy &key) const {
if (key.type != type)
return false;
// Otherwise, we can default to just checking the data. StringRefs compare
// by contents.
return key.data == data;
}
/// Construct a key from a shaped type, StringRef data buffer, and a flag that
/// signals if the data is already known to be a splat. Callers to this
/// function are expected to tag preknown splat values when possible, e.g. one
/// element shapes.
static KeyTy getKey(ShapedType ty, ArrayRef<StringRef> data,
bool isKnownSplat) {
// Handle an empty storage instance.
if (data.empty())
return KeyTy(ty, data, 0);
// If the data is already known to be a splat, the key hash value is
// directly the data buffer.
if (isKnownSplat)
return KeyTy(ty, data, llvm::hash_value(data.front()), isKnownSplat);
// Handle the simple case of only one element.
assert(ty.getNumElements() != 1 &&
"splat of 1 element should already be detected");
// Create the initial hash value with just the first element.
const auto &firstElt = data.front();
auto hashVal = llvm::hash_value(firstElt);
// Check to see if this storage represents a splat. If it doesn't then
// combine the hash for the data starting with the first non splat element.
for (size_t i = 1, e = data.size(); i != e; i++)
if (!firstElt.equals(data[i]))
return KeyTy(ty, data, llvm::hash_combine(hashVal, data.drop_front(i)));
// Otherwise, this is a splat so just return the hash of the first element.
return KeyTy(ty, data.take_front(), hashVal, /*isSplat=*/true);
}
/// Hash the key for the storage.
static llvm::hash_code hashKey(const KeyTy &key) {
return llvm::hash_combine(key.type, key.hashCode);
}
/// Construct a new storage instance.
static DenseStringElementsAttrStorage *
construct(AttributeStorageAllocator &allocator, KeyTy key) {
// If the data buffer is non-empty, we copy it into the allocator with a
// 64-bit alignment.
ArrayRef<StringRef> copy, data = key.data;
if (data.empty()) {
return new (allocator.allocate<DenseStringElementsAttrStorage>())
DenseStringElementsAttrStorage(key.type, copy, key.isSplat);
}
int numEntries = key.isSplat ? 1 : data.size();
// Compute the amount data needed to store the ArrayRef and StringRef
// contents.
size_t dataSize = sizeof(StringRef) * numEntries;
for (int i = 0; i < numEntries; i++)
dataSize += data[i].size();
char *rawData = reinterpret_cast<char *>(
allocator.allocate(dataSize, alignof(uint64_t)));
// Setup a mutable array ref of our string refs so that we can update their
// contents.
auto mutableCopy = MutableArrayRef<StringRef>(
reinterpret_cast<StringRef *>(rawData), numEntries);
auto *stringData = rawData + numEntries * sizeof(StringRef);
for (int i = 0; i < numEntries; i++) {
memcpy(stringData, data[i].data(), data[i].size());
mutableCopy[i] = StringRef(stringData, data[i].size());
stringData += data[i].size();
}
copy =
ArrayRef<StringRef>(reinterpret_cast<StringRef *>(rawData), numEntries);
return new (allocator.allocate<DenseStringElementsAttrStorage>())
DenseStringElementsAttrStorage(key.type, copy, key.isSplat);
}
ArrayRef<StringRef> data;
};
//===----------------------------------------------------------------------===//
// StringAttr
//===----------------------------------------------------------------------===//
struct StringAttrStorage : public AttributeStorage {
StringAttrStorage(StringRef value, Type type)
: type(type), value(value), referencedDialect(nullptr) {}
/// The hash key is a tuple of the parameter types.
using KeyTy = std::pair<StringRef, Type>;
bool operator==(const KeyTy &key) const {
return value == key.first && type == key.second;
}
static ::llvm::hash_code hashKey(const KeyTy &key) {
return DenseMapInfo<KeyTy>::getHashValue(key);
}
/// Define a construction method for creating a new instance of this
/// storage.
static StringAttrStorage *construct(AttributeStorageAllocator &allocator,
const KeyTy &key) {
return new (allocator.allocate<StringAttrStorage>())
StringAttrStorage(allocator.copyInto(key.first), key.second);
}
/// Initialize the storage given an MLIRContext.
void initialize(MLIRContext *context);
/// The type of the string.
Type type;
/// The raw string value.
StringRef value;
/// If the string value contains a dialect namespace prefix (e.g.
/// dialect.blah), this is the dialect referenced.
Dialect *referencedDialect;
};
} // namespace detail
} // namespace mlir
#endif // ATTRIBUTEDETAIL_H_