Problems.cpp

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//===- Problems.cpp - Modeling of scheduling problems ---------------------===//
//
// 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
//
//===----------------------------------------------------------------------===//
//
// This file implements base classes for scheduling problems.
//
//===----------------------------------------------------------------------===//
 
#include "circt/Scheduling/Problems.h"
#include "circt/Scheduling/DependenceIterator.h"
 
#include "mlir/IR/Operation.h"
 
using namespace circt;
using namespace circt::scheduling;
using namespace circt::scheduling::detail;
 
//===----------------------------------------------------------------------===//
// Problem
//===----------------------------------------------------------------------===//
 
LogicalResult Problem::insertDependence(Dependence dep) {
  Operation *src = dep.getSource();
  Operation *dst = dep.getDestination();
 
  // Fail early on invalid dependences (src == dst == null), and def-use
  // dependences that cannot be added because the source value is not the result
  // of an operation (e.g., a BlockArgument).
  if (!src || !dst)
    return failure();
 
  // record auxiliary dependences explicitly
  if (dep.isAuxiliary())
    auxDependences[dst].insert(src);
 
  // auto-register the endpoints
  operations.insert(src);
  operations.insert(dst);
 
  return success();
}
LogicalResult Problem::insertDependence(Dependence dep) {…}
 
Problem::OperatorType Problem::getOrInsertOperatorType(StringRef name) {
  auto opr = OperatorType::get(containingOp->getContext(), name);
  operatorTypes.insert(opr);
  return opr;
}
Problem::OperatorType Problem::getOrInsertOperatorType(StringRef name) {…}
 
Problem::ResourceType Problem::getOrInsertResourceType(StringRef name) {
  auto rsrc = ResourceType::get(containingOp->getContext(), name);
  resourceTypes.insert(rsrc);
  return rsrc;
}
Problem::ResourceType Problem::getOrInsertResourceType(StringRef name) {…}
 
Problem::DependenceRange Problem::getDependences(Operation *op) {
  return DependenceRange(DependenceIterator(*this, op),
                         DependenceIterator(*this, op, /*end=*/true));
}
Problem::DependenceRange Problem::getDependences(Operation *op) {…}
 
Problem::PropertyStringVector Problem::getProperties(Operation *op) {
  PropertyStringVector psv;
  if (auto linkedOpr = getLinkedOperatorType(op))
    psv.emplace_back("linkedOpr", (*linkedOpr).str());
  if (auto startTime = getStartTime(op))
    psv.emplace_back("startTime", std::to_string(*startTime));
  return psv;
}
Problem::PropertyStringVector Problem::getProperties(Operation *op) {…}
 
Problem::PropertyStringVector Problem::getProperties(Dependence dep) {
  return {};
}
Problem::PropertyStringVector Problem::getProperties(Dependence dep) {…}
 
Problem::PropertyStringVector Problem::getProperties(OperatorType opr) {
  PropertyStringVector psv;
  if (auto latency = getLatency(opr))
    psv.emplace_back("latency", std::to_string(*latency));
  return psv;
}
Problem::PropertyStringVector Problem::getProperties(OperatorType opr) {…}
 
Problem::PropertyStringVector Problem::getProperties() { return {}; }
 
Problem::PropertyStringVector Problem::getProperties(ResourceType rsrc) {
  return {};
}
Problem::PropertyStringVector Problem::getProperties(ResourceType rsrc) {…}
 
LogicalResult Problem::checkLinkedOperatorType(Operation *op) {
  if (!getLinkedOperatorType(op))
    return op->emitError("Operation is not linked to an operator type");
  if (!hasOperatorType(*getLinkedOperatorType(op)))
    return op->emitError("Operation uses an unregistered operator type");
  return success();
}
LogicalResult Problem::checkLinkedOperatorType(Operation *op) {…}
 
LogicalResult Problem::checkLatency(Operation *op) {
  auto maybeOpr = getLinkedOperatorType(op);
  if (!maybeOpr)
    return getContainingOp()->emitError()
           << "Operation is missing a linked operator type";
 
  if (!getLatency(*maybeOpr))
    return getContainingOp()->emitError()
           << "Operator type '" << maybeOpr->getValue() << "' has no latency";
 
  return success();
}
LogicalResult Problem::checkLatency(Operation *op) {…}
 
LogicalResult Problem::check() {
  for (auto *op : getOperations()) {
    if (failed(checkLinkedOperatorType(op)))
      return failure();
 
    if (failed(checkLatency(op)))
      return failure();
  }
 
  return success();
}
LogicalResult Problem::check() {…}
 
LogicalResult Problem::verifyStartTime(Operation *op) {
  if (!getStartTime(op))
    return op->emitError("Operation has no start time");
  return success();
}
LogicalResult Problem::verifyStartTime(Operation *op) {…}
 
LogicalResult Problem::verifyPrecedence(Dependence dep) {
  Operation *i = dep.getSource();
  Operation *j = dep.getDestination();
 
  unsigned stI = *getStartTime(i);
  unsigned latI = *getLatency(*getLinkedOperatorType(i));
  unsigned stJ = *getStartTime(j);
 
  // check if i's result is available before j starts
  if (!(stI + latI <= stJ))
    return getContainingOp()->emitError()
           << "Precedence violated for dependence."
           << "\n  from: " << *i << ", result available in t=" << (stI + latI)
           << "\n  to:   " << *j << ", starts in t=" << stJ;
 
  return success();
}
LogicalResult Problem::verifyPrecedence(Dependence dep) {…}
 
LogicalResult Problem::verify() {
  for (auto *op : getOperations())
    if (failed(verifyStartTime(op)))
      return failure();
 
  for (auto *op : getOperations())
    for (auto &dep : getDependences(op))
      if (failed(verifyPrecedence(dep)))
        return failure();
 
  return success();
}
LogicalResult Problem::verify() {…}
 
std::optional<unsigned> Problem::getEndTime(Operation *op) {
  if (auto startTime = getStartTime(op))
    if (auto opType = getLinkedOperatorType(op))
      if (auto latency = getLatency(*opType))
        return startTime.value() + latency.value();
  return std::nullopt;
}
std::optional<unsigned> Problem::getEndTime(Operation *op) {…}
 
//===----------------------------------------------------------------------===//
// CyclicProblem
//===----------------------------------------------------------------------===//
 
Problem::PropertyStringVector CyclicProblem::getProperties(Dependence dep) {
  auto psv = Problem::getProperties(dep);
  if (auto distance = getDistance(dep))
    psv.emplace_back("distance", std::to_string(*distance));
  return psv;
}
Problem::PropertyStringVector CyclicProblem::getProperties(Dependence dep) {…}
 
Problem::PropertyStringVector CyclicProblem::getProperties() {
  auto psv = Problem::getProperties();
  if (auto ii = getInitiationInterval())
    psv.emplace_back("II", std::to_string(*ii));
  return psv;
}
Problem::PropertyStringVector CyclicProblem::getProperties() {…}
 
LogicalResult CyclicProblem::verifyPrecedence(Dependence dep) {
  Operation *i = dep.getSource();
  Operation *j = dep.getDestination();
 
  unsigned stI = *getStartTime(i);
  unsigned latI = *getLatency(*getLinkedOperatorType(i));
  unsigned stJ = *getStartTime(j);
  unsigned dist = getDistance(dep).value_or(0); // optional property
  unsigned ii = *getInitiationInterval();
 
  // check if i's result is available before j starts (dist iterations later)
  if (!(stI + latI <= stJ + dist * ii))
    return getContainingOp()->emitError()
           << "Precedence violated for dependence."
           << "\n  from: " << *i << ", result available in t=" << (stI + latI)
           << "\n  to:   " << *j << ", starts in t=" << stJ
           << "\n  dist: " << dist << ", II=" << ii;
 
  return success();
}
LogicalResult CyclicProblem::verifyPrecedence(Dependence dep) {…}
 
LogicalResult CyclicProblem::verifyInitiationInterval() {
  if (!getInitiationInterval() || *getInitiationInterval() == 0)
    return getContainingOp()->emitError("Invalid initiation interval");
  return success();
}
LogicalResult CyclicProblem::verifyInitiationInterval() {…}
 
LogicalResult CyclicProblem::verify() {
  if (failed(verifyInitiationInterval()) || failed(Problem::verify()))
    return failure();
  return success();
}
LogicalResult CyclicProblem::verify() {…}
 
//===----------------------------------------------------------------------===//
// ChainingProblem
//===----------------------------------------------------------------------===//
 
Problem::PropertyStringVector ChainingProblem::getProperties(Operation *op) {
  auto psv = Problem::getProperties(op);
  if (auto stic = getStartTimeInCycle(op))
    psv.emplace_back("start time in cycle", std::to_string(*stic));
  return psv;
}
Problem::PropertyStringVector ChainingProblem::getProperties(Operation *op) {…}
 
Problem::PropertyStringVector ChainingProblem::getProperties(OperatorType opr) {
  auto psv = Problem::getProperties(opr);
  if (auto incDelay = getIncomingDelay(opr))
    psv.emplace_back("incoming delay", std::to_string(*incDelay));
  if (auto outDelay = getOutgoingDelay(opr))
    psv.emplace_back("outgoing delay", std::to_string(*outDelay));
  return psv;
}
Problem::PropertyStringVector ChainingProblem::getProperties(OperatorType opr) {…}
 
LogicalResult ChainingProblem::checkDelays(OperatorType opr) {
  auto incomingDelay = getIncomingDelay(opr);
  auto outgoingDelay = getOutgoingDelay(opr);
 
  if (!incomingDelay || !outgoingDelay)
    return getContainingOp()->emitError()
           << "Missing delays for operator type '" << opr.getAttr() << "'";
 
  float iDel = *incomingDelay;
  float oDel = *outgoingDelay;
 
  if (iDel < 0.0f || oDel < 0.0f)
    return getContainingOp()->emitError()
           << "Negative delays for operator type '" << opr.getAttr() << "'";
 
  if (*getLatency(opr) == 0 && iDel != oDel)
    return getContainingOp()->emitError()
           << "Incoming & outgoing delay must be equal for zero-latency "
              "operator type '"
           << opr.getAttr() << "'";
 
  return success();
}
LogicalResult ChainingProblem::checkDelays(OperatorType opr) {…}
 
LogicalResult ChainingProblem::verifyStartTimeInCycle(Operation *op) {
  auto startTimeInCycle = getStartTimeInCycle(op);
  if (!startTimeInCycle || *startTimeInCycle < 0.0f)
    return op->emitError("Operation has no non-negative start time in cycle");
  return success();
}
LogicalResult ChainingProblem::verifyStartTimeInCycle(Operation *op) {…}
 
LogicalResult ChainingProblem::verifyPrecedenceInCycle(Dependence dep) {
  // Auxiliary edges don't transport values.
  if (dep.isAuxiliary())
    return success();
 
  Operation *i = dep.getSource();
  Operation *j = dep.getDestination();
 
  unsigned stI = *getStartTime(i);
  unsigned latI = *getLatency(*getLinkedOperatorType(i));
  unsigned stJ = *getStartTime(j);
 
  // If `i` finishes a full time step earlier than `j`, its value is registered
  // and thereby available at physical time 0.0 in `j`'s start cycle.
  if (stI + latI < stJ)
    return success();
 
  // We have stI + latI == stJ, i.e. `i` ends in the same cycle as `j` starts.
  // If `i` is combinational, both ops also start in the same cycle, and we must
  // include `i`'s start time in that cycle in the path delay. Otherwise, `i`
  // started in an earlier cycle and just contributes its outgoing delay to the
  // path.
  float sticI = latI == 0 ? *getStartTimeInCycle(i) : 0.0f;
  float oDelI = *getOutgoingDelay(*getLinkedOperatorType(i));
  float sticJ = *getStartTimeInCycle(j);
 
  if (!(sticI + oDelI <= sticJ))
    return getContainingOp()->emitError()
           << "Precedence violated in cycle " << stJ << " for dependence:"
           << "\n  from: " << *i << ", result after z=" << (sticI + oDelI)
           << "\n  to:   " << *j << ", starts in z=" << sticJ;
 
  return success();
}
LogicalResult ChainingProblem::verifyPrecedenceInCycle(Dependence dep) {…}
 
LogicalResult ChainingProblem::check() {
  if (failed(Problem::check()))
    return failure();
 
  for (auto opr : getOperatorTypes())
    if (failed(checkDelays(opr)))
      return failure();
 
  return success();
}
LogicalResult ChainingProblem::check() {…}
 
LogicalResult ChainingProblem::verify() {
  if (failed(Problem::verify()))
    return failure();
 
  for (auto *op : getOperations())
    if (failed(verifyStartTimeInCycle(op)))
      return failure();
 
  for (auto *op : getOperations())
    for (auto dep : getDependences(op))
      if (failed(verifyPrecedenceInCycle(dep)))
        return failure();
 
  return success();
}
LogicalResult ChainingProblem::verify() {…}
 
//===----------------------------------------------------------------------===//
// SharedOperatorsProblem
//===----------------------------------------------------------------------===//
 
Problem::PropertyStringVector
SharedOperatorsProblem::getProperties(ResourceType rsrc) {
  auto psv = Problem::getProperties(rsrc);
  if (auto limit = getLimit(rsrc))
    psv.emplace_back("limit", std::to_string(*limit));
  return psv;
}
SharedOperatorsProblem::getProperties(ResourceType rsrc) {…}
 
LogicalResult SharedOperatorsProblem::checkLatency(Operation *op) {
  if (failed(Problem::checkLatency(op)))
    return failure();
 
  auto maybeRsrcs = getLinkedResourceTypes(op);
  if (!maybeRsrcs)
    return success();
 
  // `linkedOprType` is not null since it must have been checked by the base
  // class' `checkLatency`.
  OperatorType linkedOprType = *getLinkedOperatorType(op);
 
  for (auto rsrc : *maybeRsrcs) {
    auto limit = getLimit(rsrc);
    if (limit && *limit > 0 && *getLatency(linkedOprType) == 0)
      return getContainingOp()->emitError()
             << "Operator type '" << linkedOprType.getValue()
             << "' using limited resource '" << rsrc.getValue()
             << "' has zero latency.";
  }
  return success();
}
LogicalResult SharedOperatorsProblem::checkLatency(Operation *op) {…}
 
LogicalResult SharedOperatorsProblem::verifyUtilization(ResourceType rsrc) {
  auto limit = getLimit(rsrc);
  if (!limit)
    return success();
 
  llvm::SmallDenseMap<unsigned, unsigned> nOpsPerTimeStep;
  for (auto *op : getOperations()) {
    auto maybeRsrcs = getLinkedResourceTypes(op);
    if (!maybeRsrcs)
      continue;
 
    if (llvm::none_of(*maybeRsrcs, [&](ResourceType linkedRsrc) {
          return linkedRsrc == rsrc;
        }))
      continue;
 
    ++nOpsPerTimeStep[*getStartTime(op)];
  }
 
  for (auto &kv : nOpsPerTimeStep)
    if (kv.second > *limit)
      return getContainingOp()->emitError()
             << "Resource type '" << rsrc.getValue() << "' is oversubscribed."
             << "\n  time step: " << kv.first
             << "\n  #operations: " << kv.second << "\n  limit: " << *limit;
 
  return success();
}
LogicalResult SharedOperatorsProblem::verifyUtilization(ResourceType rsrc) {…}
 
LogicalResult SharedOperatorsProblem::verify() {
  if (failed(Problem::verify()))
    return failure();
 
  for (auto rsrc : getResourceTypes())
    if (failed(verifyUtilization(rsrc)))
      return failure();
 
  return success();
}
LogicalResult SharedOperatorsProblem::verify() {…}
 
//===----------------------------------------------------------------------===//
// ModuloProblem
//===----------------------------------------------------------------------===//
 
LogicalResult ModuloProblem::verifyUtilization(ResourceType rsrc) {
  auto limit = getLimit(rsrc);
  if (!limit)
    return success();
 
  unsigned ii = *getInitiationInterval();
  llvm::SmallDenseMap<unsigned, unsigned> nOpsPerCongruenceClass;
  for (auto *op : getOperations()) {
    auto maybeRsrcs = getLinkedResourceTypes(op);
    if (!maybeRsrcs)
      continue;
 
    if (llvm::none_of(*maybeRsrcs, [&](ResourceType linkedRsrc) {
          return linkedRsrc == rsrc;
        }))
      continue;
 
    ++nOpsPerCongruenceClass[*getStartTime(op) % ii];
  }
 
  for (auto &kv : nOpsPerCongruenceClass)
    if (kv.second > *limit)
      return getContainingOp()->emitError()
             << "Resource type '" << rsrc.getValue() << "' is oversubscribed."
             << "\n  congruence class: " << kv.first
             << "\n  #operations: " << kv.second << "\n  limit: " << *limit;
 
  return success();
}
LogicalResult ModuloProblem::verifyUtilization(ResourceType rsrc) {…}
 
LogicalResult ModuloProblem::verify() {
  if (failed(CyclicProblem::verify()))
    return failure();
 
  // Don't call SharedOperatorsProblem::verify() here to prevent redundant
  // verification of the base problem.
  for (auto rsrc : getResourceTypes())
    if (failed(verifyUtilization(rsrc)))
      return failure();
 
  return success();
}
LogicalResult ModuloProblem::verify() {…}
 
//===----------------------------------------------------------------------===//
// ChainingCyclicProblem
//===----------------------------------------------------------------------===//
 
LogicalResult ChainingCyclicProblem::checkDefUse(Dependence dep) {
  if (!dep.isAuxiliary() && (getDistance(dep).value_or(0) != 0))
    return getContainingOp()->emitError()
           << "Def-use dependence cannot have non-zero distance.\n"
           << "On operation: " << *dep.getDestination() << ".\n";
  return success();
}
LogicalResult ChainingCyclicProblem::checkDefUse(Dependence dep) {…}
 
LogicalResult ChainingCyclicProblem::check() {
  for (auto *op : getOperations())
    for (auto &dep : getDependences(op))
      if (failed(checkDefUse(dep)))
        return failure();
 
  if (ChainingProblem::check().succeeded() &&
      CyclicProblem::check().succeeded())
    return success();
  return failure();
}
LogicalResult ChainingCyclicProblem::check() {…}
 
LogicalResult ChainingCyclicProblem::verify() {
  if (ChainingProblem::verify().succeeded() &&
      CyclicProblem::verify().succeeded())
    return success();
  return failure();
}
LogicalResult ChainingCyclicProblem::verify() {…}
 
//===----------------------------------------------------------------------===//
// Dependence
//===----------------------------------------------------------------------===//
 
Operation *Dependence::getSource() const {
  return isDefUse() ? defUse->get().getDefiningOp() : auxSrc;
}
Operation *Dependence::getSource() const  {…}
 
Operation *Dependence::getDestination() const {
  return isDefUse() ? defUse->getOwner() : auxDst;
}
Operation *Dependence::getDestination() const  {…}
 
std::optional<unsigned> Dependence::getSourceIndex() const {
  if (!isDefUse())
    return std::nullopt;
 
  assert(isa<OpResult>(defUse->get()) && "source is not an operation");
  return dyn_cast<OpResult>(defUse->get()).getResultNumber();
}
std::optional<unsigned> Dependence::getSourceIndex() const  {…}
 
std::optional<unsigned> Dependence::getDestinationIndex() const {
  if (!isDefUse())
    return std::nullopt;
  return defUse->getOperandNumber();
}
std::optional<unsigned> Dependence::getDestinationIndex() const  {…}
 
Dependence::TupleRepr Dependence::getAsTuple() const {
  return TupleRepr(getSource(), getDestination(), getSourceIndex(),
                   getDestinationIndex());
}
Dependence::TupleRepr Dependence::getAsTuple() const  {…}
 
bool Dependence::operator==(const Dependence &other) const {
  return getAsTuple() == other.getAsTuple();
}
bool Dependence::operator==(const Dependence &other) const  {…}
 
//===----------------------------------------------------------------------===//
// DependenceIterator
//===----------------------------------------------------------------------===//
 
DependenceIterator::DependenceIterator(Problem &problem, Operation *op,
                                       bool end)
    : problem(problem), op(op), operandIdx(0), auxPredIdx(0), auxPreds(nullptr),
      dep() {
  if (!end) {
    if (problem.auxDependences.count(op))
      auxPreds = &problem.auxDependences[op];
 
    findNextDependence();
  }
}
DependenceIterator::DependenceIterator(Problem &problem, Operation *op, {…}
 
void DependenceIterator::findNextDependence() {
  // Yield dependences corresponding to values used by `op`'s operands...
  while (operandIdx < op->getNumOperands()) {
    dep = Dependence(&op->getOpOperand(operandIdx++));
    Operation *src = dep.getSource();
 
    // ... but only if they are outgoing from operations that are registered in
    // the scheduling problem.
    if (src && problem.hasOperation(src))
      return;
  }
 
  // Then, yield auxiliary dependences, if present.
  if (auxPreds && auxPredIdx < auxPreds->size()) {
    dep = Dependence((*auxPreds)[auxPredIdx++], op);
    return;
  }
 
  // An invalid dependence signals the end of iteration.
  dep = Dependence();
}
void DependenceIterator::findNextDependence() {…}