Files
clang-p2996/mlir/unittests/Interfaces/DataLayoutInterfacesTest.cpp
River Riddle e4e31e19bb [mlir][OpGen] Cache Identifiers for known attribute names in AbstractOperation.
Operations currently rely on the string name of attributes during attribute lookup/removal/replacement, in build methods, and more. This unfortunately means that some of the most used APIs in MLIR require string comparisons, additional hashing(+mutex locking) to construct Identifiers, and more. This revision remedies this by caching identifiers for all of the attributes of the operation in its corresponding AbstractOperation. Just updating the autogenerated usages brings up to a 15% reduction in compile time, greatly reducing the cost of interacting with the attributes of an operation. This number can grow even higher as we use these methods in handwritten C++ code.

Methods for accessing these cached identifiers are exposed via `<attr-name>AttrName` methods on the derived operation class. Moving forward, users should generally use these methods over raw strings when an attribute name is necessary.

Differential Revision: https://reviews.llvm.org/D104167
2021-06-22 19:56:05 +00:00

427 lines
15 KiB
C++

//===- DataLayoutInterfacesTest.cpp - Unit Tests for Data Layouts ---------===//
//
// 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
//
//===----------------------------------------------------------------------===//
#include "mlir/Interfaces/DataLayoutInterfaces.h"
#include "mlir/Dialect/DLTI/DLTI.h"
#include "mlir/IR/Builders.h"
#include "mlir/IR/BuiltinOps.h"
#include "mlir/IR/Dialect.h"
#include "mlir/IR/DialectImplementation.h"
#include "mlir/IR/OpDefinition.h"
#include "mlir/IR/OpImplementation.h"
#include "mlir/Parser.h"
#include <gtest/gtest.h>
using namespace mlir;
namespace {
constexpr static llvm::StringLiteral kAttrName = "dltest.layout";
/// Trivial array storage for the custom data layout spec attribute, just a list
/// of entries.
class DataLayoutSpecStorage : public AttributeStorage {
public:
using KeyTy = ArrayRef<DataLayoutEntryInterface>;
DataLayoutSpecStorage(ArrayRef<DataLayoutEntryInterface> entries)
: entries(entries) {}
bool operator==(const KeyTy &key) const { return key == entries; }
static DataLayoutSpecStorage *construct(AttributeStorageAllocator &allocator,
const KeyTy &key) {
return new (allocator.allocate<DataLayoutSpecStorage>())
DataLayoutSpecStorage(allocator.copyInto(key));
}
ArrayRef<DataLayoutEntryInterface> entries;
};
/// Simple data layout spec containing a list of entries that always verifies
/// as valid.
struct CustomDataLayoutSpec
: public Attribute::AttrBase<CustomDataLayoutSpec, Attribute,
DataLayoutSpecStorage,
DataLayoutSpecInterface::Trait> {
using Base::Base;
static CustomDataLayoutSpec get(MLIRContext *ctx,
ArrayRef<DataLayoutEntryInterface> entries) {
return Base::get(ctx, entries);
}
CustomDataLayoutSpec
combineWith(ArrayRef<DataLayoutSpecInterface> specs) const {
return *this;
}
DataLayoutEntryListRef getEntries() const { return getImpl()->entries; }
LogicalResult verifySpec(Location loc) { return success(); }
};
/// A type subject to data layout that exits the program if it is queried more
/// than once. Handy to check if the cache works.
struct SingleQueryType
: public Type::TypeBase<SingleQueryType, Type, TypeStorage,
DataLayoutTypeInterface::Trait> {
using Base::Base;
static SingleQueryType get(MLIRContext *ctx) { return Base::get(ctx); }
unsigned getTypeSizeInBits(const DataLayout &layout,
DataLayoutEntryListRef params) const {
static bool executed = false;
if (executed)
llvm::report_fatal_error("repeated call");
executed = true;
return 1;
}
unsigned getABIAlignment(const DataLayout &layout,
DataLayoutEntryListRef params) {
static bool executed = false;
if (executed)
llvm::report_fatal_error("repeated call");
executed = true;
return 2;
}
unsigned getPreferredAlignment(const DataLayout &layout,
DataLayoutEntryListRef params) {
static bool executed = false;
if (executed)
llvm::report_fatal_error("repeated call");
executed = true;
return 4;
}
};
/// A types that is not subject to data layout.
struct TypeNoLayout : public Type::TypeBase<TypeNoLayout, Type, TypeStorage> {
using Base::Base;
static TypeNoLayout get(MLIRContext *ctx) { return Base::get(ctx); }
};
/// An op that serves as scope for data layout queries with the relevant
/// attribute attached. This can handle data layout requests for the built-in
/// types itself.
struct OpWithLayout : public Op<OpWithLayout, DataLayoutOpInterface::Trait> {
using Op::Op;
static ArrayRef<StringRef> getAttributeNames() { return {}; }
static StringRef getOperationName() { return "dltest.op_with_layout"; }
DataLayoutSpecInterface getDataLayoutSpec() {
return getOperation()->getAttrOfType<DataLayoutSpecInterface>(kAttrName);
}
static unsigned getTypeSizeInBits(Type type, const DataLayout &dataLayout,
DataLayoutEntryListRef params) {
// Make a recursive query.
if (type.isa<FloatType>())
return dataLayout.getTypeSizeInBits(
IntegerType::get(type.getContext(), type.getIntOrFloatBitWidth()));
// Handle built-in types that are not handled by the default process.
if (auto iType = type.dyn_cast<IntegerType>()) {
for (DataLayoutEntryInterface entry : params)
if (entry.getKey().dyn_cast<Type>() == type)
return 8 *
entry.getValue().cast<IntegerAttr>().getValue().getZExtValue();
return 8 * iType.getIntOrFloatBitWidth();
}
// Use the default process for everything else.
return detail::getDefaultTypeSize(type, dataLayout, params);
}
static unsigned getTypeABIAlignment(Type type, const DataLayout &dataLayout,
DataLayoutEntryListRef params) {
return llvm::PowerOf2Ceil(getTypeSize(type, dataLayout, params));
}
static unsigned getTypePreferredAlignment(Type type,
const DataLayout &dataLayout,
DataLayoutEntryListRef params) {
return 2 * getTypeABIAlignment(type, dataLayout, params);
}
};
struct OpWith7BitByte
: public Op<OpWith7BitByte, DataLayoutOpInterface::Trait> {
using Op::Op;
static ArrayRef<StringRef> getAttributeNames() { return {}; }
static StringRef getOperationName() { return "dltest.op_with_7bit_byte"; }
DataLayoutSpecInterface getDataLayoutSpec() {
return getOperation()->getAttrOfType<DataLayoutSpecInterface>(kAttrName);
}
// Bytes are assumed to be 7-bit here.
static unsigned getTypeSize(Type type, const DataLayout &dataLayout,
DataLayoutEntryListRef params) {
return llvm::divideCeil(dataLayout.getTypeSizeInBits(type), 7);
}
};
/// A dialect putting all the above together.
struct DLTestDialect : Dialect {
explicit DLTestDialect(MLIRContext *ctx)
: Dialect(getDialectNamespace(), ctx, TypeID::get<DLTestDialect>()) {
ctx->getOrLoadDialect<DLTIDialect>();
addAttributes<CustomDataLayoutSpec>();
addOperations<OpWithLayout, OpWith7BitByte>();
addTypes<SingleQueryType, TypeNoLayout>();
}
static StringRef getDialectNamespace() { return "dltest"; }
void printAttribute(Attribute attr,
DialectAsmPrinter &printer) const override {
printer << "spec<";
llvm::interleaveComma(attr.cast<CustomDataLayoutSpec>().getEntries(),
printer);
printer << ">";
}
Attribute parseAttribute(DialectAsmParser &parser, Type type) const override {
bool ok =
succeeded(parser.parseKeyword("spec")) && succeeded(parser.parseLess());
(void)ok;
assert(ok);
if (succeeded(parser.parseOptionalGreater()))
return CustomDataLayoutSpec::get(parser.getBuilder().getContext(), {});
SmallVector<DataLayoutEntryInterface> entries;
do {
entries.emplace_back();
ok = succeeded(parser.parseAttribute(entries.back()));
assert(ok);
} while (succeeded(parser.parseOptionalComma()));
ok = succeeded(parser.parseGreater());
assert(ok);
return CustomDataLayoutSpec::get(parser.getBuilder().getContext(), entries);
}
void printType(Type type, DialectAsmPrinter &printer) const override {
if (type.isa<SingleQueryType>())
printer << "single_query";
else
printer << "no_layout";
}
Type parseType(DialectAsmParser &parser) const override {
bool ok = succeeded(parser.parseKeyword("single_query"));
(void)ok;
assert(ok);
return SingleQueryType::get(parser.getBuilder().getContext());
}
};
} // end namespace
TEST(DataLayout, FallbackDefault) {
const char *ir = R"MLIR(
module {}
)MLIR";
DialectRegistry registry;
registry.insert<DLTIDialect, DLTestDialect>();
MLIRContext ctx(registry);
OwningModuleRef module = parseSourceString(ir, &ctx);
DataLayout layout(module.get());
EXPECT_EQ(layout.getTypeSize(IntegerType::get(&ctx, 42)), 6u);
EXPECT_EQ(layout.getTypeSize(Float16Type::get(&ctx)), 2u);
EXPECT_EQ(layout.getTypeSizeInBits(IntegerType::get(&ctx, 42)), 42u);
EXPECT_EQ(layout.getTypeSizeInBits(Float16Type::get(&ctx)), 16u);
EXPECT_EQ(layout.getTypeABIAlignment(IntegerType::get(&ctx, 42)), 8u);
EXPECT_EQ(layout.getTypeABIAlignment(Float16Type::get(&ctx)), 2u);
EXPECT_EQ(layout.getTypePreferredAlignment(IntegerType::get(&ctx, 42)), 8u);
EXPECT_EQ(layout.getTypePreferredAlignment(Float16Type::get(&ctx)), 2u);
}
TEST(DataLayout, NullSpec) {
const char *ir = R"MLIR(
"dltest.op_with_layout"() : () -> ()
)MLIR";
DialectRegistry registry;
registry.insert<DLTIDialect, DLTestDialect>();
MLIRContext ctx(registry);
OwningModuleRef module = parseSourceString(ir, &ctx);
auto op =
cast<DataLayoutOpInterface>(module->getBody()->getOperations().front());
DataLayout layout(op);
EXPECT_EQ(layout.getTypeSize(IntegerType::get(&ctx, 42)), 42u);
EXPECT_EQ(layout.getTypeSize(Float16Type::get(&ctx)), 16u);
EXPECT_EQ(layout.getTypeSizeInBits(IntegerType::get(&ctx, 42)), 8u * 42u);
EXPECT_EQ(layout.getTypeSizeInBits(Float16Type::get(&ctx)), 8u * 16u);
EXPECT_EQ(layout.getTypeABIAlignment(IntegerType::get(&ctx, 42)), 64u);
EXPECT_EQ(layout.getTypeABIAlignment(Float16Type::get(&ctx)), 16u);
EXPECT_EQ(layout.getTypePreferredAlignment(IntegerType::get(&ctx, 42)), 128u);
EXPECT_EQ(layout.getTypePreferredAlignment(Float16Type::get(&ctx)), 32u);
}
TEST(DataLayout, EmptySpec) {
const char *ir = R"MLIR(
"dltest.op_with_layout"() { dltest.layout = #dltest.spec< > } : () -> ()
)MLIR";
DialectRegistry registry;
registry.insert<DLTIDialect, DLTestDialect>();
MLIRContext ctx(registry);
OwningModuleRef module = parseSourceString(ir, &ctx);
auto op =
cast<DataLayoutOpInterface>(module->getBody()->getOperations().front());
DataLayout layout(op);
EXPECT_EQ(layout.getTypeSize(IntegerType::get(&ctx, 42)), 42u);
EXPECT_EQ(layout.getTypeSize(Float16Type::get(&ctx)), 16u);
EXPECT_EQ(layout.getTypeSizeInBits(IntegerType::get(&ctx, 42)), 8u * 42u);
EXPECT_EQ(layout.getTypeSizeInBits(Float16Type::get(&ctx)), 8u * 16u);
EXPECT_EQ(layout.getTypeABIAlignment(IntegerType::get(&ctx, 42)), 64u);
EXPECT_EQ(layout.getTypeABIAlignment(Float16Type::get(&ctx)), 16u);
EXPECT_EQ(layout.getTypePreferredAlignment(IntegerType::get(&ctx, 42)), 128u);
EXPECT_EQ(layout.getTypePreferredAlignment(Float16Type::get(&ctx)), 32u);
}
TEST(DataLayout, SpecWithEntries) {
const char *ir = R"MLIR(
"dltest.op_with_layout"() { dltest.layout = #dltest.spec<
#dlti.dl_entry<i42, 5>,
#dlti.dl_entry<i16, 6>
> } : () -> ()
)MLIR";
DialectRegistry registry;
registry.insert<DLTIDialect, DLTestDialect>();
MLIRContext ctx(registry);
OwningModuleRef module = parseSourceString(ir, &ctx);
auto op =
cast<DataLayoutOpInterface>(module->getBody()->getOperations().front());
DataLayout layout(op);
EXPECT_EQ(layout.getTypeSize(IntegerType::get(&ctx, 42)), 5u);
EXPECT_EQ(layout.getTypeSize(Float16Type::get(&ctx)), 6u);
EXPECT_EQ(layout.getTypeSizeInBits(IntegerType::get(&ctx, 42)), 40u);
EXPECT_EQ(layout.getTypeSizeInBits(Float16Type::get(&ctx)), 48u);
EXPECT_EQ(layout.getTypeABIAlignment(IntegerType::get(&ctx, 42)), 8u);
EXPECT_EQ(layout.getTypeABIAlignment(Float16Type::get(&ctx)), 8u);
EXPECT_EQ(layout.getTypePreferredAlignment(IntegerType::get(&ctx, 42)), 16u);
EXPECT_EQ(layout.getTypePreferredAlignment(Float16Type::get(&ctx)), 16u);
EXPECT_EQ(layout.getTypeSize(IntegerType::get(&ctx, 32)), 32u);
EXPECT_EQ(layout.getTypeSize(Float32Type::get(&ctx)), 32u);
EXPECT_EQ(layout.getTypeSizeInBits(IntegerType::get(&ctx, 32)), 256u);
EXPECT_EQ(layout.getTypeSizeInBits(Float32Type::get(&ctx)), 256u);
EXPECT_EQ(layout.getTypeABIAlignment(IntegerType::get(&ctx, 32)), 32u);
EXPECT_EQ(layout.getTypeABIAlignment(Float32Type::get(&ctx)), 32u);
EXPECT_EQ(layout.getTypePreferredAlignment(IntegerType::get(&ctx, 32)), 64u);
EXPECT_EQ(layout.getTypePreferredAlignment(Float32Type::get(&ctx)), 64u);
}
TEST(DataLayout, Caching) {
const char *ir = R"MLIR(
"dltest.op_with_layout"() { dltest.layout = #dltest.spec<> } : () -> ()
)MLIR";
DialectRegistry registry;
registry.insert<DLTIDialect, DLTestDialect>();
MLIRContext ctx(registry);
OwningModuleRef module = parseSourceString(ir, &ctx);
auto op =
cast<DataLayoutOpInterface>(module->getBody()->getOperations().front());
DataLayout layout(op);
unsigned sum = 0;
sum += layout.getTypeSize(SingleQueryType::get(&ctx));
// The second call should hit the cache. If it does not, the function in
// SingleQueryType will be called and will abort the process.
sum += layout.getTypeSize(SingleQueryType::get(&ctx));
// Make sure the complier doesn't optimize away the query code.
EXPECT_EQ(sum, 2u);
// A fresh data layout has a new cache, so the call to it should be dispatched
// down to the type and abort the proces.
DataLayout second(op);
ASSERT_DEATH(second.getTypeSize(SingleQueryType::get(&ctx)), "repeated call");
}
TEST(DataLayout, CacheInvalidation) {
const char *ir = R"MLIR(
"dltest.op_with_layout"() { dltest.layout = #dltest.spec<
#dlti.dl_entry<i42, 5>,
#dlti.dl_entry<i16, 6>
> } : () -> ()
)MLIR";
DialectRegistry registry;
registry.insert<DLTIDialect, DLTestDialect>();
MLIRContext ctx(registry);
OwningModuleRef module = parseSourceString(ir, &ctx);
auto op =
cast<DataLayoutOpInterface>(module->getBody()->getOperations().front());
DataLayout layout(op);
// Normal query is fine.
EXPECT_EQ(layout.getTypeSize(Float16Type::get(&ctx)), 6u);
// Replace the data layout spec with a new, empty spec.
op->setAttr(kAttrName, CustomDataLayoutSpec::get(&ctx, {}));
// Data layout is no longer valid and should trigger assertion when queried.
#ifndef NDEBUG
ASSERT_DEATH(layout.getTypeSize(Float16Type::get(&ctx)), "no longer valid");
#endif
}
TEST(DataLayout, UnimplementedTypeInterface) {
const char *ir = R"MLIR(
"dltest.op_with_layout"() { dltest.layout = #dltest.spec<> } : () -> ()
)MLIR";
DialectRegistry registry;
registry.insert<DLTIDialect, DLTestDialect>();
MLIRContext ctx(registry);
OwningModuleRef module = parseSourceString(ir, &ctx);
auto op =
cast<DataLayoutOpInterface>(module->getBody()->getOperations().front());
DataLayout layout(op);
ASSERT_DEATH(layout.getTypeSize(TypeNoLayout::get(&ctx)),
"neither the scoping op nor the type class provide data layout "
"information");
}
TEST(DataLayout, SevenBitByte) {
const char *ir = R"MLIR(
"dltest.op_with_7bit_byte"() { dltest.layout = #dltest.spec<> } : () -> ()
)MLIR";
DialectRegistry registry;
registry.insert<DLTIDialect, DLTestDialect>();
MLIRContext ctx(registry);
OwningModuleRef module = parseSourceString(ir, &ctx);
auto op =
cast<DataLayoutOpInterface>(module->getBody()->getOperations().front());
DataLayout layout(op);
EXPECT_EQ(layout.getTypeSizeInBits(IntegerType::get(&ctx, 42)), 42u);
EXPECT_EQ(layout.getTypeSizeInBits(IntegerType::get(&ctx, 32)), 32u);
EXPECT_EQ(layout.getTypeSize(IntegerType::get(&ctx, 42)), 6u);
EXPECT_EQ(layout.getTypeSize(IntegerType::get(&ctx, 32)), 5u);
}