FoldUtils.cpp
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//===- FoldUtils.cpp ---- Fold Utilities ----------------------------------===//
//
// Part of the MLIR 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 file defines various operation fold utilities. These utilities are
// intended to be used by passes to unify and simply their logic.
//
//===----------------------------------------------------------------------===//
#include "mlir/Transforms/FoldUtils.h"
#include "mlir/Dialect/StandardOps/Ops.h"
#include "mlir/IR/Builders.h"
#include "mlir/IR/Matchers.h"
#include "mlir/IR/Operation.h"
using namespace mlir;
/// Given an operation, find the parent region that folded constants should be
/// inserted into.
static Region *getInsertionRegion(
DialectInterfaceCollection<OpFolderDialectInterface> &interfaces,
Operation *op) {
while (Region *region = op->getParentRegion()) {
// Insert in this region for any of the following scenarios:
// * The parent is unregistered, or is known to be isolated from above.
// * The parent is a top-level operation.
auto *parentOp = region->getParentOp();
if (!parentOp->isRegistered() || parentOp->isKnownIsolatedFromAbove() ||
!parentOp->getBlock())
return region;
// Otherwise, check if this region is a desired insertion region.
auto *interface = interfaces.getInterfaceFor(parentOp);
if (LLVM_UNLIKELY(interface && interface->shouldMaterializeInto(region)))
return region;
// Traverse up the parent looking for an insertion region.
op = parentOp;
}
llvm_unreachable("expected valid insertion region");
}
/// A utility function used to materialize a constant for a given attribute and
/// type. On success, a valid constant value is returned. Otherwise, null is
/// returned
static Operation *materializeConstant(Dialect *dialect, OpBuilder &builder,
Attribute value, Type type,
Location loc) {
auto insertPt = builder.getInsertionPoint();
(void)insertPt;
// Ask the dialect to materialize a constant operation for this value.
if (auto *constOp = dialect->materializeConstant(builder, value, type, loc)) {
assert(insertPt == builder.getInsertionPoint());
assert(matchPattern(constOp, m_Constant(&value)));
return constOp;
}
// If the dialect is unable to materialize a constant, check to see if the
// standard constant can be used.
if (ConstantOp::isBuildableWith(value, type))
return builder.create<ConstantOp>(loc, type, value);
return nullptr;
}
//===----------------------------------------------------------------------===//
// OperationFolder
//===----------------------------------------------------------------------===//
LogicalResult OperationFolder::tryToFold(
Operation *op, function_ref<void(Operation *)> processGeneratedConstants,
function_ref<void(Operation *)> preReplaceAction) {
// If this is a unique'd constant, return failure as we know that it has
// already been folded.
if (referencedDialects.count(op))
return failure();
// Try to fold the operation.
SmallVector<Value, 8> results;
if (failed(tryToFold(op, results, processGeneratedConstants)))
return failure();
// Constant folding succeeded. We will start replacing this op's uses and
// eventually erase this op. Invoke the callback provided by the caller to
// perform any pre-replacement action.
if (preReplaceAction)
preReplaceAction(op);
// Check to see if the operation was just updated in place.
if (results.empty())
return success();
// Otherwise, replace all of the result values and erase the operation.
for (unsigned i = 0, e = results.size(); i != e; ++i)
op->getResult(i).replaceAllUsesWith(results[i]);
op->erase();
return success();
}
/// Notifies that the given constant `op` should be remove from this
/// OperationFolder's internal bookkeeping.
void OperationFolder::notifyRemoval(Operation *op) {
// Check to see if this operation is uniqued within the folder.
auto it = referencedDialects.find(op);
if (it == referencedDialects.end())
return;
// Get the constant value for this operation, this is the value that was used
// to unique the operation internally.
Attribute constValue;
matchPattern(op, m_Constant(&constValue));
assert(constValue);
// Get the constant map that this operation was uniqued in.
auto &uniquedConstants = foldScopes[getInsertionRegion(interfaces, op)];
// Erase all of the references to this operation.
auto type = op->getResult(0).getType();
for (auto *dialect : it->second)
uniquedConstants.erase(std::make_tuple(dialect, constValue, type));
referencedDialects.erase(it);
}
/// Tries to perform folding on the given `op`. If successful, populates
/// `results` with the results of the folding.
LogicalResult OperationFolder::tryToFold(
Operation *op, SmallVectorImpl<Value> &results,
function_ref<void(Operation *)> processGeneratedConstants) {
SmallVector<Attribute, 8> operandConstants;
SmallVector<OpFoldResult, 8> foldResults;
// Check to see if any operands to the operation is constant and whether
// the operation knows how to constant fold itself.
operandConstants.assign(op->getNumOperands(), Attribute());
for (unsigned i = 0, e = op->getNumOperands(); i != e; ++i)
matchPattern(op->getOperand(i), m_Constant(&operandConstants[i]));
// If this is a commutative binary operation with a constant on the left
// side move it to the right side.
if (operandConstants.size() == 2 && operandConstants[0] &&
!operandConstants[1] && op->isCommutative()) {
std::swap(op->getOpOperand(0), op->getOpOperand(1));
std::swap(operandConstants[0], operandConstants[1]);
}
// Attempt to constant fold the operation.
if (failed(op->fold(operandConstants, foldResults)))
return failure();
// Check to see if the operation was just updated in place.
if (foldResults.empty())
return success();
assert(foldResults.size() == op->getNumResults());
// Create a builder to insert new operations into the entry block of the
// insertion region.
auto *insertRegion = getInsertionRegion(interfaces, op);
auto &entry = insertRegion->front();
OpBuilder builder(&entry, entry.begin());
// Get the constant map for the insertion region of this operation.
auto &uniquedConstants = foldScopes[insertRegion];
// Create the result constants and replace the results.
auto *dialect = op->getDialect();
for (unsigned i = 0, e = op->getNumResults(); i != e; ++i) {
assert(!foldResults[i].isNull() && "expected valid OpFoldResult");
// Check if the result was an SSA value.
if (auto repl = foldResults[i].dyn_cast<Value>()) {
results.emplace_back(repl);
continue;
}
// Check to see if there is a canonicalized version of this constant.
auto res = op->getResult(i);
Attribute attrRepl = foldResults[i].get<Attribute>();
if (auto *constOp =
tryGetOrCreateConstant(uniquedConstants, dialect, builder, attrRepl,
res.getType(), op->getLoc())) {
results.push_back(constOp->getResult(0));
continue;
}
// If materialization fails, cleanup any operations generated for the
// previous results and return failure.
for (Operation &op : llvm::make_early_inc_range(
llvm::make_range(entry.begin(), builder.getInsertionPoint()))) {
notifyRemoval(&op);
op.erase();
}
return failure();
}
// Process any newly generated operations.
if (processGeneratedConstants) {
for (auto i = entry.begin(), e = builder.getInsertionPoint(); i != e; ++i)
processGeneratedConstants(&*i);
}
return success();
}
/// Try to get or create a new constant entry. On success this returns the
/// constant operation value, nullptr otherwise.
Operation *OperationFolder::tryGetOrCreateConstant(
ConstantMap &uniquedConstants, Dialect *dialect, OpBuilder &builder,
Attribute value, Type type, Location loc) {
// Check if an existing mapping already exists.
auto constKey = std::make_tuple(dialect, value, type);
auto *&constInst = uniquedConstants[constKey];
if (constInst)
return constInst;
// If one doesn't exist, try to materialize one.
if (!(constInst = materializeConstant(dialect, builder, value, type, loc)))
return nullptr;
// Check to see if the generated constant is in the expected dialect.
auto *newDialect = constInst->getDialect();
if (newDialect == dialect) {
referencedDialects[constInst].push_back(dialect);
return constInst;
}
// If it isn't, then we also need to make sure that the mapping for the new
// dialect is valid.
auto newKey = std::make_tuple(newDialect, value, type);
// If an existing operation in the new dialect already exists, delete the
// materialized operation in favor of the existing one.
if (auto *existingOp = uniquedConstants.lookup(newKey)) {
constInst->erase();
referencedDialects[existingOp].push_back(dialect);
return constInst = existingOp;
}
// Otherwise, update the new dialect to the materialized operation.
referencedDialects[constInst].assign({dialect, newDialect});
auto newIt = uniquedConstants.insert({newKey, constInst});
return newIt.first->second;
}