llvm-project/mlir/unittests/Interfaces/DataLayoutInterfacesTest.cpp

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//===- 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.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.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.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);
}