Files
clang-p2996/mlir/test/lib/TestDialect/TestDialect.cpp
Jacques Pienaar 7af61f6bcd Add compatible query method to infer type interface
A return type that differs from the inferred return type need not indicate that an operation is invalid (e.g., tensor<*xf32> vs tensor<10xf32>) but they should be compatible for the operation to be considered valid. Add method to query if inferred type is compatible with return type.

Also add InferTypeOpIntefaceDefault trait that considers equality and compatibility as the same. Currently an op has to opt in to using it explicitly.

PiperOrigin-RevId: 279085639
2019-11-07 07:51:45 -08:00

288 lines
11 KiB
C++

//===- TestDialect.cpp - MLIR Dialect for Testing -------------------------===//
//
// Copyright 2019 The MLIR Authors.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
// =============================================================================
#include "TestDialect.h"
#include "mlir/IR/Function.h"
#include "mlir/IR/Module.h"
#include "mlir/IR/PatternMatch.h"
#include "mlir/IR/TypeUtilities.h"
#include "mlir/Transforms/FoldUtils.h"
#include "mlir/Transforms/InliningUtils.h"
using namespace mlir;
//===----------------------------------------------------------------------===//
// TestDialect Interfaces
//===----------------------------------------------------------------------===//
namespace {
struct TestOpFolderDialectInterface : public OpFolderDialectInterface {
using OpFolderDialectInterface::OpFolderDialectInterface;
/// Registered hook to check if the given region, which is attached to an
/// operation that is *not* isolated from above, should be used when
/// materializing constants.
bool shouldMaterializeInto(Region *region) const final {
// If this is a one region operation, then insert into it.
return isa<OneRegionOp>(region->getParentOp());
}
};
/// This class defines the interface for handling inlining with standard
/// operations.
struct TestInlinerInterface : public DialectInlinerInterface {
using DialectInlinerInterface::DialectInlinerInterface;
//===--------------------------------------------------------------------===//
// Analysis Hooks
//===--------------------------------------------------------------------===//
bool isLegalToInline(Region *, Region *, BlockAndValueMapping &) const final {
// Inlining into test dialect regions is legal.
return true;
}
bool isLegalToInline(Operation *, Region *,
BlockAndValueMapping &) const final {
return true;
}
bool shouldAnalyzeRecursively(Operation *op) const final {
// Analyze recursively if this is not a functional region operation, it
// froms a separate functional scope.
return !isa<FunctionalRegionOp>(op);
}
//===--------------------------------------------------------------------===//
// Transformation Hooks
//===--------------------------------------------------------------------===//
/// Handle the given inlined terminator by replacing it with a new operation
/// as necessary.
void handleTerminator(Operation *op,
ArrayRef<Value *> valuesToRepl) const final {
// Only handle "test.return" here.
auto returnOp = dyn_cast<TestReturnOp>(op);
if (!returnOp)
return;
// Replace the values directly with the return operands.
assert(returnOp.getNumOperands() == valuesToRepl.size());
for (const auto &it : llvm::enumerate(returnOp.getOperands()))
valuesToRepl[it.index()]->replaceAllUsesWith(it.value());
}
/// Attempt to materialize a conversion for a type mismatch between a call
/// from this dialect, and a callable region. This method should generate an
/// operation that takes 'input' as the only operand, and produces a single
/// result of 'resultType'. If a conversion can not be generated, nullptr
/// should be returned.
Operation *materializeCallConversion(OpBuilder &builder, Value *input,
Type resultType,
Location conversionLoc) const final {
// Only allow conversion for i16/i32 types.
if (!(resultType.isInteger(16) || resultType.isInteger(32)) ||
!(input->getType().isInteger(16) || input->getType().isInteger(32)))
return nullptr;
return builder.create<TestCastOp>(conversionLoc, resultType, input);
}
};
} // end anonymous namespace
//===----------------------------------------------------------------------===//
// TestDialect
//===----------------------------------------------------------------------===//
TestDialect::TestDialect(MLIRContext *context)
: Dialect(getDialectName(), context) {
addOperations<
#define GET_OP_LIST
#include "TestOps.cpp.inc"
>();
addInterfaces<TestOpFolderDialectInterface, TestInlinerInterface>();
allowUnknownOperations();
}
LogicalResult TestDialect::verifyRegionArgAttribute(Operation *op,
unsigned regionIndex,
unsigned argIndex,
NamedAttribute namedAttr) {
if (namedAttr.first == "test.invalid_attr")
return op->emitError() << "invalid to use 'test.invalid_attr'";
return success();
}
LogicalResult
TestDialect::verifyRegionResultAttribute(Operation *op, unsigned regionIndex,
unsigned resultIndex,
NamedAttribute namedAttr) {
if (namedAttr.first == "test.invalid_attr")
return op->emitError() << "invalid to use 'test.invalid_attr'";
return success();
}
//===----------------------------------------------------------------------===//
// Test IsolatedRegionOp - parse passthrough region arguments.
//===----------------------------------------------------------------------===//
static ParseResult parseIsolatedRegionOp(OpAsmParser &parser,
OperationState &result) {
OpAsmParser::OperandType argInfo;
Type argType = parser.getBuilder().getIndexType();
// Parse the input operand.
if (parser.parseOperand(argInfo) ||
parser.resolveOperand(argInfo, argType, result.operands))
return failure();
// Parse the body region, and reuse the operand info as the argument info.
Region *body = result.addRegion();
return parser.parseRegion(*body, argInfo, argType,
/*enableNameShadowing=*/true);
}
static void print(OpAsmPrinter &p, IsolatedRegionOp op) {
p << "test.isolated_region ";
p.printOperand(op.getOperand());
p.shadowRegionArgs(op.region(), op.getOperand());
p.printRegion(op.region(), /*printEntryBlockArgs=*/false);
}
//===----------------------------------------------------------------------===//
// Test parser.
//===----------------------------------------------------------------------===//
static ParseResult parseWrappedKeywordOp(OpAsmParser &parser,
OperationState &result) {
StringRef keyword;
if (parser.parseKeyword(&keyword))
return failure();
result.addAttribute("keyword", parser.getBuilder().getStringAttr(keyword));
return success();
}
static void print(OpAsmPrinter &p, WrappedKeywordOp op) {
p << WrappedKeywordOp::getOperationName() << " " << op.keyword();
}
//===----------------------------------------------------------------------===//
// Test WrapRegionOp - wrapping op exercising `parseGenericOperation()`.
static ParseResult parseWrappingRegionOp(OpAsmParser &parser,
OperationState &result) {
if (parser.parseKeyword("wraps"))
return failure();
// Parse the wrapped op in a region
Region &body = *result.addRegion();
body.push_back(new Block);
Block &block = body.back();
Operation *wrapped_op = parser.parseGenericOperation(&block, block.begin());
if (!wrapped_op)
return failure();
// Create a return terminator in the inner region, pass as operand to the
// terminator the returned values from the wrapped operation.
SmallVector<Value *, 8> return_operands(wrapped_op->getResults());
OpBuilder builder(parser.getBuilder().getContext());
builder.setInsertionPointToEnd(&block);
builder.create<TestReturnOp>(wrapped_op->getLoc(), return_operands);
// Get the results type for the wrapping op from the terminator operands.
Operation &return_op = body.back().back();
result.types.append(return_op.operand_type_begin(),
return_op.operand_type_end());
// Use the location of the wrapped op for the "test.wrapping_region" op.
result.location = wrapped_op->getLoc();
return success();
}
static void print(OpAsmPrinter &p, WrappingRegionOp op) {
p << op.getOperationName() << " wraps ";
p.printGenericOp(&op.region().front().front());
}
//===----------------------------------------------------------------------===//
// Test PolyForOp - parse list of region arguments.
//===----------------------------------------------------------------------===//
static ParseResult parsePolyForOp(OpAsmParser &parser, OperationState &result) {
SmallVector<OpAsmParser::OperandType, 4> ivsInfo;
// Parse list of region arguments without a delimiter.
if (parser.parseRegionArgumentList(ivsInfo))
return failure();
// Parse the body region.
Region *body = result.addRegion();
auto &builder = parser.getBuilder();
SmallVector<Type, 4> argTypes(ivsInfo.size(), builder.getIndexType());
return parser.parseRegion(*body, ivsInfo, argTypes);
}
//===----------------------------------------------------------------------===//
// Test removing op with inner ops.
//===----------------------------------------------------------------------===//
namespace {
struct TestRemoveOpWithInnerOps
: public OpRewritePattern<TestOpWithRegionPattern> {
using OpRewritePattern<TestOpWithRegionPattern>::OpRewritePattern;
PatternMatchResult matchAndRewrite(TestOpWithRegionPattern op,
PatternRewriter &rewriter) const override {
rewriter.eraseOp(op);
return matchSuccess();
}
};
} // end anonymous namespace
void TestOpWithRegionPattern::getCanonicalizationPatterns(
OwningRewritePatternList &results, MLIRContext *context) {
results.insert<TestRemoveOpWithInnerOps>(context);
}
OpFoldResult TestOpWithRegionFold::fold(ArrayRef<Attribute> operands) {
return operand();
}
LogicalResult TestOpWithVariadicResultsAndFolder::fold(
ArrayRef<Attribute> operands, SmallVectorImpl<OpFoldResult> &results) {
for (Value *input : this->operands()) {
results.push_back(input);
}
return success();
}
SmallVector<Type, 2> mlir::OpWithInferTypeInterfaceOp::inferReturnTypes(
llvm::Optional<Location> location, ArrayRef<Value *> operands,
ArrayRef<NamedAttribute> attributes, ArrayRef<Region> regions) {
if (operands[0]->getType() != operands[1]->getType()) {
if (location)
mlir::emitError(*location)
<< "operand type mismatch " << operands[0]->getType() << " vs "
<< operands[1]->getType();
return {nullptr};
}
return {operands[0]->getType()};
}
// Static initialization for Test dialect registration.
static mlir::DialectRegistration<mlir::TestDialect> testDialect;
#define GET_OP_CLASSES
#include "TestOps.cpp.inc"