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Motivation for this change is to remove redundant TF type attributes for TensorFlow ops. For example, tf$T: "tfdtype$DT_FLOAT". Type attributes can be derived using the MLIR operand or result MLIR types, attribute names and their mapping. This will also allow constant folding of instructions generated within MLIR (and not imported from TensorFlow) without adding type attributes for the instruction. Derived attributes are populated while exporting MLIR to TF GraphDef using auto-generated populators. Populators are only available for the ops that are generated by the TableGen. Also, fixed Operator::getNumArgs method to exclude derived attributes as they are not part of the arguments. TESTED with unit test PiperOrigin-RevId: 232531561
201 lines
6.4 KiB
C++
201 lines
6.4 KiB
C++
//===- Operator.cpp - Operator class --------------------------------------===//
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//
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// Copyright 2019 The MLIR Authors.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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// =============================================================================
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//
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// Operator wrapper to simplify using TableGen Record defining a MLIR Op.
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//
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//===----------------------------------------------------------------------===//
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#include "mlir/TableGen/Operator.h"
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#include "mlir/TableGen/Predicate.h"
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#include "mlir/TableGen/Type.h"
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#include "llvm/ADT/StringExtras.h"
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#include "llvm/Support/FormatVariadic.h"
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#include "llvm/TableGen/Error.h"
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#include "llvm/TableGen/Record.h"
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using namespace mlir;
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using llvm::DagInit;
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using llvm::DefInit;
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using llvm::Record;
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tblgen::Operator::Operator(const llvm::Record &def) : def(def) {
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SplitString(def.getName(), splittedDefName, "_");
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populateOperandsAndAttributes();
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}
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const SmallVectorImpl<StringRef> &tblgen::Operator::getSplitDefName() const {
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return splittedDefName;
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}
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StringRef tblgen::Operator::getOperationName() const {
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return def.getValueAsString("opName");
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}
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StringRef tblgen::Operator::getDialectName() const {
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return getSplitDefName().front();
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}
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StringRef tblgen::Operator::getCppClassName() const {
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return getSplitDefName().back();
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}
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std::string tblgen::Operator::getQualCppClassName() const {
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return llvm::join(getSplitDefName(), "::");
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}
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int tblgen::Operator::getNumResults() const {
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DagInit *results = def.getValueAsDag("results");
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return results->getNumArgs();
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}
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tblgen::Type tblgen::Operator::getResultType(int index) const {
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DagInit *results = def.getValueAsDag("results");
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return Type(cast<DefInit>(results->getArg(index)));
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}
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StringRef tblgen::Operator::getResultName(int index) const {
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DagInit *results = def.getValueAsDag("results");
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return results->getArgNameStr(index);
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}
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int tblgen::Operator::getNumNativeAttributes() const {
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return derivedAttrStart - nativeAttrStart;
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}
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int tblgen::Operator::getNumDerivedAttributes() const {
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return getNumAttributes() - getNumNativeAttributes();
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}
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const tblgen::NamedAttribute &tblgen::Operator::getAttribute(int index) const {
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return attributes[index];
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}
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StringRef tblgen::Operator::getArgName(int index) const {
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DagInit *argumentValues = def.getValueAsDag("arguments");
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return argumentValues->getArgName(index)->getValue();
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}
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auto tblgen::Operator::attribute_begin() const -> attribute_iterator {
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return attributes.begin();
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}
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auto tblgen::Operator::attribute_end() const -> attribute_iterator {
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return attributes.end();
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}
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auto tblgen::Operator::getAttributes() const
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-> llvm::iterator_range<attribute_iterator> {
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return {attribute_begin(), attribute_end()};
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}
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auto tblgen::Operator::operand_begin() -> operand_iterator {
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return operands.begin();
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}
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auto tblgen::Operator::operand_end() -> operand_iterator {
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return operands.end();
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}
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auto tblgen::Operator::getOperands() -> llvm::iterator_range<operand_iterator> {
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return {operand_begin(), operand_end()};
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}
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auto tblgen::Operator::getArg(int index) -> Argument {
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if (index < nativeAttrStart)
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return {&operands[index]};
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return {&attributes[index - nativeAttrStart]};
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}
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void tblgen::Operator::populateOperandsAndAttributes() {
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auto &recordKeeper = def.getRecords();
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auto attrClass = recordKeeper.getClass("Attr");
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auto derivedAttrClass = recordKeeper.getClass("DerivedAttr");
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derivedAttrStart = -1;
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// The argument ordering is operands, native attributes, derived
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// attributes.
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DagInit *argumentValues = def.getValueAsDag("arguments");
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unsigned i = 0;
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// Handle operands.
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for (unsigned e = argumentValues->getNumArgs(); i != e; ++i) {
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auto arg = argumentValues->getArg(i);
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auto givenName = argumentValues->getArgNameStr(i);
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auto argDefInit = dyn_cast<DefInit>(arg);
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if (!argDefInit)
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PrintFatalError(def.getLoc(),
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Twine("undefined type for argument ") + Twine(i));
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Record *argDef = argDefInit->getDef();
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if (argDef->isSubClassOf(attrClass))
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break;
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operands.push_back(Operand{givenName, Type(argDefInit)});
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}
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// Handle native attributes.
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nativeAttrStart = i;
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for (unsigned e = argumentValues->getNumArgs(); i != e; ++i) {
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auto arg = argumentValues->getArg(i);
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auto givenName = argumentValues->getArgNameStr(i);
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Record *argDef = cast<DefInit>(arg)->getDef();
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if (!argDef->isSubClassOf(attrClass))
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PrintFatalError(def.getLoc(),
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Twine("expected attribute as argument ") + Twine(i));
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if (givenName.empty())
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PrintFatalError(argDef->getLoc(), "attributes must be named");
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bool isDerived = argDef->isSubClassOf(derivedAttrClass);
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if (isDerived)
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PrintFatalError(def.getLoc(),
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"derived attributes not allowed in argument list");
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attributes.push_back({givenName, Attribute(argDef)});
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}
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// Handle derived attributes.
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derivedAttrStart = i;
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for (const auto &val : def.getValues()) {
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if (auto *record = dyn_cast<llvm::RecordRecTy>(val.getType())) {
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if (!record->isSubClassOf(attrClass))
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continue;
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if (!record->isSubClassOf(derivedAttrClass))
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PrintFatalError(def.getLoc(),
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"unexpected Attr where only DerivedAttr is allowed");
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if (record->getClasses().size() != 1) {
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PrintFatalError(
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def.getLoc(),
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"unsupported attribute modelling, only single class expected");
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}
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attributes.push_back(
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{cast<llvm::StringInit>(val.getNameInit())->getValue(),
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Attribute(cast<DefInit>(val.getValue()))});
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}
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}
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}
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ArrayRef<llvm::SMLoc> tblgen::Operator::getLoc() const { return def.getLoc(); }
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bool tblgen::Operator::hasDescription() const {
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return def.getValue("description") != nullptr;
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}
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StringRef tblgen::Operator::getDescription() const {
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return def.getValueAsString("description");
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}
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bool tblgen::Operator::hasSummary() const {
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return def.getValue("summary") != nullptr;
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}
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StringRef tblgen::Operator::getSummary() const {
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return def.getValueAsString("summary");
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}
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