AffineOps.h

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//===- AffineOps.h - MLIR Affine Operations -------------------------------===//
//
// 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 defines convenience types for working with Affine operations
// in the MLIR operation set.
//
//===----------------------------------------------------------------------===//
 
#ifndef MLIR_DIALECT_AFFINE_IR_AFFINEOPS_H
#define MLIR_DIALECT_AFFINE_IR_AFFINEOPS_H
 
#include "mlir/Dialect/Affine/IR/AffineMemoryOpInterfaces.h"
#include "mlir/Dialect/Arith/IR/Arith.h"
#include "mlir/Dialect/Utils/StaticValueUtils.h"
#include "mlir/IR/AffineMap.h"
#include "mlir/IR/Builders.h"
#include "mlir/Interfaces/ControlFlowInterfaces.h"
#include "mlir/Interfaces/LoopLikeInterface.h"
namespace mlir {
namespace affine {
 
class AffineApplyOp;
class AffineBound;
class AffineMaxOp;
class AffineMinOp;
class AffineValueMap;
 
/// A utility function to check if a value is defined at the top level of an
/// op with trait `AffineScope` or is a region argument for such an op. A value
/// of index type defined at the top level is always a valid symbol for all its
/// uses.
bool isTopLevelValue(Value value);
 
/// A utility function to check if a value is defined at the top level of
/// `region` or is an argument of `region`. A value of index type defined at the
/// top level of a `AffineScope` region is always a valid symbol for all
/// uses in that region.
bool isTopLevelValue(Value value, Region *region);
 
/// Returns the closest region enclosing `op` that is held by an operation with
/// trait `AffineScope`; `nullptr` if there is no such region.
Region *getAffineScope(Operation *op);
 
/// Returns the closest region enclosing `op` that is held by a non-affine
/// operation; `nullptr` if there is no such region. This method is meant to
/// be used by affine analysis methods (e.g. dependence analysis) which are
/// only meaningful when performed among/between operations from the same
/// analysis scope.
Region *getAffineAnalysisScope(Operation *op);
 
/// Return the product of `terms`, creating an `affine.apply` if any of them are
/// non-constant values. If any of `terms` is `nullptr`, return `nullptr`.
OpFoldResult computeProduct(Location loc, OpBuilder &builder,
                            ArrayRef<OpFoldResult> terms);
 
/// AffineDmaStartOp starts a non-blocking DMA operation that transfers data
/// from a source memref to a destination memref. The source and destination
/// memref need not be of the same dimensionality, but need to have the same
/// elemental type. The operands include the source and destination memref's
/// each followed by its indices, size of the data transfer in terms of the
/// number of elements (of the elemental type of the memref), a tag memref with
/// its indices, and optionally at the end, a stride and a
/// number_of_elements_per_stride arguments. The tag location is used by an
/// AffineDmaWaitOp to check for completion. The indices of the source memref,
/// destination memref, and the tag memref have the same restrictions as any
/// affine.load/store. In particular, index for each memref dimension must be an
/// affine expression of loop induction variables and symbols.
/// The optional stride arguments should be of 'index' type, and specify a
/// stride for the slower memory space (memory space with a lower memory space
/// id), transferring chunks of number_of_elements_per_stride every stride until
/// %num_elements are transferred. Either both or no stride arguments should be
/// specified. The value of 'num_elements' must be a multiple of
/// 'number_of_elements_per_stride'. If the source and destination locations
/// overlap the behavior of this operation is not defined.
//
// For example, an AffineDmaStartOp operation that transfers 256 elements of a
// memref '%src' in memory space 0 at indices [%i + 3, %j] to memref '%dst' in
// memory space 1 at indices [%k + 7, %l], would be specified as follows:
//
//   %num_elements = arith.constant 256
//   %idx = arith.constant 0 : index
//   %tag = memref.alloc() : memref<1xi32, 4>
//   affine.dma_start %src[%i + 3, %j], %dst[%k + 7, %l], %tag[%idx],
//     %num_elements :
//       memref<40x128xf32, 0>, memref<2x1024xf32, 1>, memref<1xi32, 2>
//
//   If %stride and %num_elt_per_stride are specified, the DMA is expected to
//   transfer %num_elt_per_stride elements every %stride elements apart from
//   memory space 0 until %num_elements are transferred.
//
//   affine.dma_start %src[%i, %j], %dst[%k, %l], %tag[%idx], %num_elements,
//     %stride, %num_elt_per_stride : ...
//
// TODO: add additional operands to allow source and destination striding, and
// multiple stride levels (possibly using AffineMaps to specify multiple levels
// of striding).
class AffineDmaStartOp
    : public Op<AffineDmaStartOp, OpTrait::MemRefsNormalizable,
                OpTrait::VariadicOperands, OpTrait::ZeroResults,
                OpTrait::OpInvariants, AffineMapAccessInterface::Trait,
                MemoryEffectOpInterface::Trait> {
public:
  using Op::Op;
  static ArrayRef<StringRef> getAttributeNames() { return {}; }
 
  static void build(OpBuilder &builder, OperationState &result, Value srcMemRef,
                    AffineMap srcMap, ValueRange srcIndices, Value destMemRef,
                    AffineMap dstMap, ValueRange destIndices, Value tagMemRef,
                    AffineMap tagMap, ValueRange tagIndices, Value numElements,
                    Value stride = nullptr, Value elementsPerStride = nullptr);
 
  static AffineDmaStartOp
  create(OpBuilder &builder, Location location, Value srcMemRef,
         AffineMap srcMap, ValueRange srcIndices, Value destMemRef,
         AffineMap dstMap, ValueRange destIndices, Value tagMemRef,
         AffineMap tagMap, ValueRange tagIndices, Value numElements,
         Value stride = nullptr, Value elementsPerStride = nullptr);
 
  static AffineDmaStartOp create(ImplicitLocOpBuilder &builder, Value srcMemRef,
                                 AffineMap srcMap, ValueRange srcIndices,
                                 Value destMemRef, AffineMap dstMap,
                                 ValueRange destIndices, Value tagMemRef,
                                 AffineMap tagMap, ValueRange tagIndices,
                                 Value numElements, Value stride = nullptr,
                                 Value elementsPerStride = nullptr);
 
  /// Returns the operand index of the source memref.
  unsigned getSrcMemRefOperandIndex() { return 0; }
 
  /// Returns the source MemRefType for this DMA operation.
  Value getSrcMemRef() { return getOperand(getSrcMemRefOperandIndex()); }
  OpOperand &getSrcMemRefMutable() {
    return getOperation()->getOpOperand(getSrcMemRefOperandIndex());
  }
  MemRefType getSrcMemRefType() {
    return cast<MemRefType>(getSrcMemRef().getType());
  }
 
  /// Returns the rank (number of indices) of the source MemRefType.
  unsigned getSrcMemRefRank() { return getSrcMemRefType().getRank(); }
 
  /// Returns the affine map used to access the source memref.
  AffineMap getSrcMap() { return getSrcMapAttr().getValue(); }
  AffineMapAttr getSrcMapAttr() {
    return cast<AffineMapAttr>(
        *(*this)->getInherentAttr(getSrcMapAttrStrName()));
  }
 
  /// Returns the source memref affine map indices for this DMA operation.
  operand_range getSrcIndices() {
    return {operand_begin() + getSrcMemRefOperandIndex() + 1,
            operand_begin() + getSrcMemRefOperandIndex() + 1 +
                getSrcMap().getNumInputs()};
  }
 
  /// Returns the memory space of the source memref.
  unsigned getSrcMemorySpace() {
    return cast<MemRefType>(getSrcMemRef().getType()).getMemorySpaceAsInt();
  }
 
  /// Returns the operand index of the destination memref.
  unsigned getDstMemRefOperandIndex() {
    return getSrcMemRefOperandIndex() + 1 + getSrcMap().getNumInputs();
  }
 
  /// Returns the destination MemRefType for this DMA operation.
  Value getDstMemRef() { return getOperand(getDstMemRefOperandIndex()); }
  OpOperand &getDstMemRefMutable() {
    return getOperation()->getOpOperand(getDstMemRefOperandIndex());
  }
  MemRefType getDstMemRefType() {
    return cast<MemRefType>(getDstMemRef().getType());
  }
 
  /// Returns the rank (number of indices) of the destination MemRefType.
  unsigned getDstMemRefRank() {
    return cast<MemRefType>(getDstMemRef().getType()).getRank();
  }
 
  /// Returns the memory space of the source memref.
  unsigned getDstMemorySpace() {
    return cast<MemRefType>(getDstMemRef().getType()).getMemorySpaceAsInt();
  }
 
  /// Returns the affine map used to access the destination memref.
  AffineMap getDstMap() { return getDstMapAttr().getValue(); }
  AffineMapAttr getDstMapAttr() {
    return cast<AffineMapAttr>(
        *(*this)->getInherentAttr(getDstMapAttrStrName()));
  }
 
  /// Returns the destination memref indices for this DMA operation.
  operand_range getDstIndices() {
    return {operand_begin() + getDstMemRefOperandIndex() + 1,
            operand_begin() + getDstMemRefOperandIndex() + 1 +
                getDstMap().getNumInputs()};
  }
 
  /// Returns the operand index of the tag memref.
  unsigned getTagMemRefOperandIndex() {
    return getDstMemRefOperandIndex() + 1 + getDstMap().getNumInputs();
  }
 
  /// Returns the Tag MemRef for this DMA operation.
  Value getTagMemRef() { return getOperand(getTagMemRefOperandIndex()); }
  OpOperand &getTagMemRefMutable() {
    return getOperation()->getOpOperand(getTagMemRefOperandIndex());
  }
  MemRefType getTagMemRefType() {
    return cast<MemRefType>(getTagMemRef().getType());
  }
 
  /// Returns the rank (number of indices) of the tag MemRefType.
  unsigned getTagMemRefRank() {
    return cast<MemRefType>(getTagMemRef().getType()).getRank();
  }
 
  /// Returns the affine map used to access the tag memref.
  AffineMap getTagMap() { return getTagMapAttr().getValue(); }
  AffineMapAttr getTagMapAttr() {
    return cast<AffineMapAttr>(
        *(*this)->getInherentAttr(getTagMapAttrStrName()));
  }
 
  /// Returns the tag memref indices for this DMA operation.
  operand_range getTagIndices() {
    return {operand_begin() + getTagMemRefOperandIndex() + 1,
            operand_begin() + getTagMemRefOperandIndex() + 1 +
                getTagMap().getNumInputs()};
  }
 
  /// Returns the number of elements being transferred by this DMA operation.
  Value getNumElements() {
    return getOperand(getTagMemRefOperandIndex() + 1 +
                      getTagMap().getNumInputs());
  }
 
  /// Impelements the AffineMapAccessInterface.
  /// Returns the AffineMapAttr associated with 'memref'.
  NamedAttribute getAffineMapAttrForMemRef(Value memref) {
    if (memref == getSrcMemRef())
      return {StringAttr::get(getContext(), getSrcMapAttrStrName()),
              getSrcMapAttr()};
    if (memref == getDstMemRef())
      return {StringAttr::get(getContext(), getDstMapAttrStrName()),
              getDstMapAttr()};
    assert(memref == getTagMemRef() &&
           "DmaStartOp expected source, destination or tag memref");
    return {StringAttr::get(getContext(), getTagMapAttrStrName()),
            getTagMapAttr()};
  }
 
  /// Returns true if this is a DMA from a faster memory space to a slower one.
  bool isDestMemorySpaceFaster() {
    return (getSrcMemorySpace() < getDstMemorySpace());
  }
 
  /// Returns true if this is a DMA from a slower memory space to a faster one.
  bool isSrcMemorySpaceFaster() {
    // Assumes that a lower number is for a slower memory space.
    return (getDstMemorySpace() < getSrcMemorySpace());
  }
 
  /// Given a DMA start operation, returns the operand position of either the
  /// source or destination memref depending on the one that is at the higher
  /// level of the memory hierarchy. Asserts failure if neither is true.
  unsigned getFasterMemPos() {
    assert(isSrcMemorySpaceFaster() || isDestMemorySpaceFaster());
    return isSrcMemorySpaceFaster() ? 0 : getDstMemRefOperandIndex();
  }
 
  void
  getEffects(SmallVectorImpl<SideEffects::EffectInstance<MemoryEffects::Effect>>
                 &effects);
 
  static StringRef getSrcMapAttrStrName() { return "src_map"; }
  static StringRef getDstMapAttrStrName() { return "dst_map"; }
  static StringRef getTagMapAttrStrName() { return "tag_map"; }
 
  static StringRef getOperationName() { return "affine.dma_start"; }
  static ParseResult parse(OpAsmParser &parser, OperationState &result);
  void print(OpAsmPrinter &p);
  LogicalResult verifyInvariantsImpl();
  LogicalResult verifyInvariants() { return verifyInvariantsImpl(); }
  LogicalResult fold(ArrayRef<Attribute> cstOperands,
                     SmallVectorImpl<OpFoldResult> &results);
 
  /// Returns true if this DMA operation is strided, returns false otherwise.
  bool isStrided() {
    return getNumOperands() !=
           getTagMemRefOperandIndex() + 1 + getTagMap().getNumInputs() + 1;
  }
 
  /// Returns the stride value for this DMA operation.
  Value getStride() {
    if (!isStrided())
      return nullptr;
    return getOperand(getNumOperands() - 1 - 1);
  }
 
  /// Returns the number of elements to transfer per stride for this DMA op.
  Value getNumElementsPerStride() {
    if (!isStrided())
      return nullptr;
    return getOperand(getNumOperands() - 1);
  }
};
 
/// AffineDmaWaitOp blocks until the completion of a DMA operation associated
/// with the tag element '%tag[%index]'. %tag is a memref, and %index has to be
/// an index with the same restrictions as any load/store index. In particular,
/// index for each memref dimension must be an affine expression of loop
/// induction variables and symbols. %num_elements is the number of elements
/// associated with the DMA operation. For example:
//
//   affine.dma_start %src[%i, %j], %dst[%k, %l], %tag[%index], %num_elements :
//     memref<2048xf32, 0>, memref<256xf32, 1>, memref<1xi32, 2>
//   ...
//   ...
//   affine.dma_wait %tag[%index], %num_elements : memref<1xi32, 2>
//
class AffineDmaWaitOp
    : public Op<AffineDmaWaitOp, OpTrait::MemRefsNormalizable,
                OpTrait::VariadicOperands, OpTrait::ZeroResults,
                OpTrait::OpInvariants, AffineMapAccessInterface::Trait> {
public:
  using Op::Op;
  static ArrayRef<StringRef> getAttributeNames() { return {}; }
 
  static void build(OpBuilder &builder, OperationState &result, Value tagMemRef,
                    AffineMap tagMap, ValueRange tagIndices, Value numElements);
  static AffineDmaWaitOp create(OpBuilder &builder, Location location,
                                Value tagMemRef, AffineMap tagMap,
                                ValueRange tagIndices, Value numElements);
  static AffineDmaWaitOp create(ImplicitLocOpBuilder &builder, Value tagMemRef,
                                AffineMap tagMap, ValueRange tagIndices,
                                Value numElements);
 
  static StringRef getOperationName() { return "affine.dma_wait"; }
 
  /// Returns the Tag MemRef associated with the DMA operation being waited on.
  Value getTagMemRef() { return getOperand(0); }
  OpOperand &getTagMemRefMutable() { return getOperation()->getOpOperand(0); }
  MemRefType getTagMemRefType() {
    return cast<MemRefType>(getTagMemRef().getType());
  }
 
  /// Returns the affine map used to access the tag memref.
  AffineMap getTagMap() { return getTagMapAttr().getValue(); }
  AffineMapAttr getTagMapAttr() {
    return cast<AffineMapAttr>(
        *(*this)->getInherentAttr(getTagMapAttrStrName()));
  }
 
  /// Returns the tag memref index for this DMA operation.
  operand_range getTagIndices() {
    return {operand_begin() + 1,
            operand_begin() + 1 + getTagMap().getNumInputs()};
  }
 
  /// Returns the rank (number of indices) of the tag memref.
  unsigned getTagMemRefRank() {
    return cast<MemRefType>(getTagMemRef().getType()).getRank();
  }
 
  /// Impelements the AffineMapAccessInterface. Returns the AffineMapAttr
  /// associated with 'memref'.
  NamedAttribute getAffineMapAttrForMemRef(Value memref) {
    assert(memref == getTagMemRef());
    return {StringAttr::get(getContext(), getTagMapAttrStrName()),
            getTagMapAttr()};
  }
 
  /// Returns the number of elements transferred by the associated DMA op.
  Value getNumElements() { return getOperand(1 + getTagMap().getNumInputs()); }
 
  static StringRef getTagMapAttrStrName() { return "tag_map"; }
  static ParseResult parse(OpAsmParser &parser, OperationState &result);
  void print(OpAsmPrinter &p);
  LogicalResult verifyInvariantsImpl();
  LogicalResult verifyInvariants() { return verifyInvariantsImpl(); }
  LogicalResult fold(ArrayRef<Attribute> cstOperands,
                     SmallVectorImpl<OpFoldResult> &results);
  void
  getEffects(SmallVectorImpl<SideEffects::EffectInstance<MemoryEffects::Effect>>
                 &effects);
};
 
/// Returns true if the given Value can be used as a dimension id in the region
/// of the closest surrounding op that has the trait `AffineScope`.
bool isValidDim(Value value);
 
/// Returns true if the given Value can be used as a dimension id in `region`,
/// i.e., for all its uses in `region`.
bool isValidDim(Value value, Region *region);
 
/// Returns true if the given value can be used as a symbol in the region of the
/// closest surrounding op that has the trait `AffineScope`.
bool isValidSymbol(Value value);
 
/// Returns true if the given Value can be used as a symbol for `region`, i.e.,
/// for all its uses in `region`.
bool isValidSymbol(Value value, Region *region);
 
/// Parses dimension and symbol list. `numDims` is set to the number of
/// dimensions in the list parsed.
ParseResult parseDimAndSymbolList(OpAsmParser &parser,
                                  SmallVectorImpl<Value> &operands,
                                  unsigned &numDims);
 
/// Modifies both `map` and `operands` in-place so as to:
/// 1. drop duplicate operands
/// 2. drop unused dims and symbols from map
/// 3. promote valid symbols to symbolic operands in case they appeared as
///    dimensional operands
/// 4. propagate constant operands and drop them
void canonicalizeMapAndOperands(AffineMap *map,
                                SmallVectorImpl<Value> *operands);
 
/// Canonicalizes an integer set the same way canonicalizeMapAndOperands does
/// for affine maps.
void canonicalizeSetAndOperands(IntegerSet *set,
                                SmallVectorImpl<Value> *operands);
 
/// Returns a composed AffineApplyOp by composing `map` and `operands` with
/// other AffineApplyOps supplying those operands. The operands of the resulting
/// AffineApplyOp do not change the length of  AffineApplyOp chains.
AffineApplyOp makeComposedAffineApply(OpBuilder &b, Location loc, AffineMap map,
                                      ArrayRef<OpFoldResult> operands,
                                      bool composeAffineMin = false);
AffineApplyOp makeComposedAffineApply(OpBuilder &b, Location loc, AffineExpr e,
                                      ArrayRef<OpFoldResult> operands,
                                      bool composeAffineMin = false);
 
/// Constructs an AffineApplyOp that applies `map` to `operands` after composing
/// the map with the maps of any other AffineApplyOp supplying the operands,
/// then immediately attempts to fold it. If folding results in a constant
/// value, no ops are actually created. The `map` must be a single-result affine
/// map.
OpFoldResult makeComposedFoldedAffineApply(OpBuilder &b, Location loc,
                                           AffineMap map,
                                           ArrayRef<OpFoldResult> operands,
                                           bool composeAffineMin = false);
/// Variant of `makeComposedFoldedAffineApply` that applies to an expression.
OpFoldResult makeComposedFoldedAffineApply(OpBuilder &b, Location loc,
                                           AffineExpr expr,
                                           ArrayRef<OpFoldResult> operands,
                                           bool composeAffineMin = false);
/// Variant of `makeComposedFoldedAffineApply` suitable for multi-result maps.
/// Note that this may create as many affine.apply operations as the map has
/// results given that affine.apply must be single-result.
SmallVector<OpFoldResult> makeComposedFoldedMultiResultAffineApply(
    OpBuilder &b, Location loc, AffineMap map, ArrayRef<OpFoldResult> operands,
    bool composeAffineMin = false);
 
/// Returns an AffineMinOp obtained by composing `map` and `operands` with
/// AffineApplyOps supplying those operands.
AffineMinOp makeComposedAffineMin(OpBuilder &b, Location loc, AffineMap map,
                                  ArrayRef<OpFoldResult> operands);
 
/// Constructs an AffineMinOp that computes a minimum across the results of
/// applying `map` to `operands`, then immediately attempts to fold it. If
/// folding results in a constant value, no ops are actually created.
OpFoldResult makeComposedFoldedAffineMin(OpBuilder &b, Location loc,
                                         AffineMap map,
                                         ArrayRef<OpFoldResult> operands);
 
/// Constructs an AffineMinOp that computes a maximum across the results of
/// applying `map` to `operands`, then immediately attempts to fold it. If
/// folding results in a constant value, no ops are actually created.
OpFoldResult makeComposedFoldedAffineMax(OpBuilder &b, Location loc,
                                         AffineMap map,
                                         ArrayRef<OpFoldResult> operands);
 
/// Given an affine map `map` and its input `operands`, this method composes
/// into `map`, maps of AffineApplyOps whose results are the values in
/// `operands`, iteratively until no more of `operands` are the result of an
/// AffineApplyOp. When this function returns, `map` becomes the composed affine
/// map, and each Value in `operands` is guaranteed to be either a loop IV or a
/// terminal symbol, i.e., a symbol defined at the top level or a block/function
/// argument.
void fullyComposeAffineMapAndOperands(AffineMap *map,
                                      SmallVectorImpl<Value> *operands,
                                      bool composeAffineMin = false);
 
} // namespace affine
} // namespace mlir
 
#include "mlir/Dialect/Affine/IR/AffineOpsDialect.h.inc"
 
#define GET_OP_CLASSES
#include "mlir/Dialect/Affine/IR/AffineOps.h.inc"
 
namespace mlir {
namespace affine {
 
/// Returns true if the provided value is the induction variable of an
/// AffineForOp.
bool isAffineForInductionVar(Value val);
 
/// Returns true if `val` is the induction variable of an AffineParallelOp.
bool isAffineParallelInductionVar(Value val);
 
/// Returns true if the provided value is the induction variable of an
/// AffineForOp or AffineParallelOp.
bool isAffineInductionVar(Value val);
 
/// Returns the loop parent of an induction variable. If the provided value is
/// not an induction variable, then return nullptr.
AffineForOp getForInductionVarOwner(Value val);
 
/// Returns true if the provided value is among the induction variables of an
/// AffineParallelOp.
AffineParallelOp getAffineParallelInductionVarOwner(Value val);
 
/// Extracts the induction variables from a list of AffineForOps and places them
/// in the output argument `ivs`.
void extractForInductionVars(ArrayRef<AffineForOp> forInsts,
                             SmallVectorImpl<Value> *ivs);
 
/// Extracts the induction variables from a list of either AffineForOp or
/// AffineParallelOp and places them in the output argument `ivs`.
void extractInductionVars(ArrayRef<Operation *> affineOps,
                          SmallVectorImpl<Value> &ivs);
 
/// Builds a perfect nest of affine.for loops, i.e., each loop except the
/// innermost one contains only another loop and a terminator. The loops iterate
/// from "lbs" to "ubs" with "steps". The body of the innermost loop is
/// populated by calling "bodyBuilderFn" and providing it with an OpBuilder, a
/// Location and a list of loop induction variables.
void buildAffineLoopNest(OpBuilder &builder, Location loc,
                         ArrayRef<int64_t> lbs, ArrayRef<int64_t> ubs,
                         ArrayRef<int64_t> steps,
                         function_ref<void(OpBuilder &, Location, ValueRange)>
                             bodyBuilderFn = nullptr);
void buildAffineLoopNest(OpBuilder &builder, Location loc, ValueRange lbs,
                         ValueRange ubs, ArrayRef<int64_t> steps,
                         function_ref<void(OpBuilder &, Location, ValueRange)>
                             bodyBuilderFn = nullptr);
 
/// AffineBound represents a lower or upper bound in the for operation.
/// This class does not own the underlying operands. Instead, it refers
/// to the operands stored in the AffineForOp. Its life span should not exceed
/// that of the for operation it refers to.
class AffineBound {
public:
  AffineForOp getAffineForOp() { return op; }
  AffineMap getMap() { return map; }
 
  unsigned getNumOperands() { return operands.size(); }
  Value getOperand(unsigned idx) {
    return op.getOperand(operands.getBeginOperandIndex() + idx);
  }
 
  using operand_iterator = AffineForOp::operand_iterator;
  using operand_range = AffineForOp::operand_range;
 
  operand_iterator operandBegin() { return operands.begin(); }
  operand_iterator operandEnd() { return operands.end(); }
  operand_range getOperands() { return {operandBegin(), operandEnd()}; }
 
private:
  // 'affine.for' operation that contains this bound.
  AffineForOp op;
  // Operands of the affine map.
  OperandRange operands;
  // Affine map for this bound.
  AffineMap map;
 
  AffineBound(AffineForOp op, OperandRange operands, AffineMap map)
      : op(op), operands(operands), map(map) {}
 
  friend class AffineForOp;
};
 
} // namespace affine
} // namespace mlir
 
#endif