[mlir][SCF] Add a ParallelCombiningOpInterface to decouple scf::PerformConcurrently from its contained operations

[nicolasvasilache]

Summary

This allows purging references of scf.ForeachThreadOp and scf.PerformConcurrentlyOp from
ParallelInsertSliceOp.
This will allowmoving the op closer to tensor::InsertSliceOp with which it should share much more
code.

In the future, the decoupling will also allow extending the type of ops that can be used in the
parallel combinator as well as semantics related to multiple concurrent inserts to the same
result.

[nicolasvasilache]

Add another helper method.

[nicolasvasilache]

Rebase + fixes.

[ThomasRaoux]

LGTM

mlir/include/mlir/Dialect/SCF/IR/SCF.h

 #ifndef MLIR_DIALECT_SCF_SCF_H
 #define MLIR_DIALECT_SCF_SCF_H
 
 #include "mlir/IR/Builders.h"
 #include "mlir/IR/BuiltinTypes.h"
 #include "mlir/IR/RegionKindInterface.h"
 #include "mlir/Interfaces/ControlFlowInterfaces.h"
 #include "mlir/Interfaces/LoopLikeInterface.h"
+#include "mlir/Interfaces/ParallelCombiningOpInterface.h"
 #include "mlir/Interfaces/SideEffectInterfaces.h"
 #include "mlir/Interfaces/ViewLikeInterface.h"
 
 namespace mlir {
 namespace scf {
 void buildTerminatedBody(OpBuilder &builder, Location loc);
 } // namespace scf
 } // namespace mlir

mlir/include/mlir/Dialect/SCF/IR/SCFOps.td

 //===----------------------------------------------------------------------===//
 
 #ifndef MLIR_DIALECT_SCF_SCFOPS
 #define MLIR_DIALECT_SCF_SCFOPS
 
 include "mlir/Interfaces/ControlFlowInterfaces.td"
 include "mlir/Interfaces/LoopLikeInterface.td"
 include "mlir/IR/RegionKindInterface.td"
+include "mlir/Interfaces/ParallelCombiningOpInterface.td"
 include "mlir/Interfaces/SideEffectInterfaces.td"
 include "mlir/Interfaces/ViewLikeInterface.td"
 
 def SCF_Dialect : Dialect {
   let name = "scf";
   let cppNamespace = "::mlir::scf";
   let dependentDialects = ["arith::ArithmeticDialect"];
   let emitAccessorPrefix = kEmitAccessorPrefix_Prefixed;

 
 //===----------------------------------------------------------------------===//
 // PerformConcurrentlyOp
 //===----------------------------------------------------------------------===//
 
 def PerformConcurrentlyOp : SCF_Op<"foreach_thread.perform_concurrently", [
        NoSideEffect,
        Terminator,
+       DeclareOpInterfaceMethods<ParallelCombiningOpInterface>,
        HasParent<"ForeachThreadOp">,
       ] # GraphRegionNoTerminator.traits> {
   let summary = "terminates a `foreach_thread` block";
   let description = [{
     `scf.foreach_thread.perform_concurrently` is a designated terminator for
     the `scf.foreach_thread` operation.
 
     It has a single region with a single block that contains a flat list of ops.
def PerformConcurrentlyOp : SCF_Op<"foreach_thread.perform_concurrently", [
   let skipDefaultBuilders = 1;
   let builders = [
     OpBuilder<(ins)>,
   ];
 
   // TODO: Add a `PerformConcurrentlyOpInterface` interface for ops that can
   // appear inside perform_concurrently.
   let extraClassDeclaration = [{
-    SmallVector<Type> yieldedTypes();
-    ::llvm::iterator_range<Block::iterator> yieldingOps();
+    ::llvm::SmallVector<::mlir::Type> getYieldedTypes();
+    ::llvm::iterator_range<::mlir::Block::iterator> getYieldingOps();
+    ::mlir::OpResult getParentResult(int64_t idx);
   }];
 }
 
 //===----------------------------------------------------------------------===//
 // ParallelInsertSliceOp
 //===----------------------------------------------------------------------===//
 
 // TODO: Implement PerformConcurrentlyOpInterface.
 def ParallelInsertSliceOp : SCF_Op<"foreach_thread.parallel_insert_slice", [
        AttrSizedOperandSegments,
        OffsetSizeAndStrideOpInterface,
-       HasParent<"PerformConcurrentlyOp">]> {
+       // TODO: Cannot use an interface here atm, verify this manually for now.
+       // HasParent<"ParallelCombiningOpInterface">
+  ]> {
   let summary = [{
     Specify the tensor slice update of a single thread within the terminator of
     an `scf.foreach_thread`.
   }];
   let description = [{
     The parent `scf.foreach_thread` returns values that are formed by aggregating
     the actions of all the ops contained within the `perform_concurrently`
     terminator of all the threads, in some unspecified order.
let extraClassDeclaration = [{
     ::mlir::ArrayAttr static_strides() { return getStaticStrides(); }
 
     Type yieldedType() { return getDest().getType(); }
 
     RankedTensorType getSourceType() {
       return getSource().getType().cast<RankedTensorType>();
     }
 
+    ParallelCombiningOpInterface getParallelCombiningParent() {
+      return dyn_cast<ParallelCombiningOpInterface>(
+        getOperation()->getParentOp());
+    }
+
     /// Return the expected rank of each of the `static_offsets`, `static_sizes`
     /// and `static_strides` attributes.
     std::array<unsigned, 3> getArrayAttrMaxRanks() {
       unsigned rank = getSourceType().getRank();
       return {rank, rank, rank};
     }
 
     /// Return the number of leading operands before `offsets`, `sizes` and

mlir/include/mlir/Interfaces/CMakeLists.txt

 add_mlir_interface(CallInterfaces)
 add_mlir_interface(CastInterfaces)
 add_mlir_interface(ControlFlowInterfaces)
 add_mlir_interface(CopyOpInterface)
 add_mlir_interface(DerivedAttributeOpInterface)
 add_mlir_interface(InferIntRangeInterface)
 add_mlir_interface(InferTypeOpInterface)
 add_mlir_interface(LoopLikeInterface)
+add_mlir_interface(ParallelCombiningOpInterface)
 add_mlir_interface(SideEffectInterfaces)
 add_mlir_interface(TilingInterface)
 add_mlir_interface(VectorInterfaces)
 add_mlir_interface(ViewLikeInterface)
 
 set(LLVM_TARGET_DEFINITIONS DataLayoutInterfaces.td)
 mlir_tablegen(DataLayoutAttrInterface.h.inc -gen-attr-interface-decls)
 mlir_tablegen(DataLayoutAttrInterface.cpp.inc -gen-attr-interface-defs)

mlir/include/mlir/Interfaces/ParallelCombiningOpInterface.h

+//===- ParallelCombiningOpInterface.h - Parallel combining op interface ---===//
+//
+// 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 the operation interface for ops that parallel combining
+// operations.
+//
+//===----------------------------------------------------------------------===//
+
+#ifndef MLIR_INTERFACES_PARALLELCOMBININGOPINTERFACE_H_
+#define MLIR_INTERFACES_PARALLELCOMBININGOPINTERFACE_H_
+
+#include "mlir/IR/OpDefinition.h"
+
+namespace mlir {} // namespace mlir
+
+/// Include the generated interface declarations.
+#include "mlir/Interfaces/ParallelCombiningOpInterface.h.inc"
+
+#endif // MLIR_INTERFACES_PARALLELCOMBININGOPINTERFACE_H_

mlir/include/mlir/Interfaces/ParallelCombiningOpInterface.td

+//===- ParallelCombiningOpInterface.td - Parallel iface ----*- tablegen -*-===//
+//
+// 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
+//
+//===----------------------------------------------------------------------===//
+//
+// Defines the interface for ops that perform parallel combining operations.
+//
+//===----------------------------------------------------------------------===//
+
+#ifndef MLIR_INTERFACES_PARALLELCOMBININGOPINTERFACE
+#define MLIR_INTERFACES_PARALLELCOMBININGOPINTERFACE
+
+include "mlir/IR/OpBase.td"
+
+def ParallelCombiningOpInterface : OpInterface<"ParallelCombiningOpInterface"> {
+  let description = [{
+    A parallel combining op is an op with a region, that is not isolated from
+    above and yields values to its parent op without itself returning an SSA
+    value. The yielded values are determined by subvalues produced by the ops 
+    contained in the region (the `yieldingOps`) and combined in any unspecified
+    order to produce the values yielded to the parent op.
+
+    This is useful as a terminator to parallel operations that iterate over 
+    some set and return tensors while avoiding tight coupling between the 
+    iterating op, the combining op and the individual subtensor producing ops.
+  }];
+  let cppNamespace = "::mlir";
+
+  let methods = [
+    InterfaceMethod<
+      /*desc=*/[{
+        Return `idx`^th result of the parent operation.
+      }],
+      /*retTy=*/"::mlir::OpResult",
+      /*methodName=*/"getParentResult",
+      /*args=*/(ins "int64_t":$idx),
+      /*methodBody=*/[{
+        return $_op.getParentResult(idx);
+      }]
+    >,
+    InterfaceMethod<
+      /*desc=*/[{
+        Return the contained ops that yield subvalues that this op combines to
+        yield to its parent.
+      }],
+      /*retTy=*/"::llvm::iterator_range<Block::iterator>",
+      /*methodName=*/"getYieldingOps",
+      /*args=*/(ins),
+      /*methodBody=*/[{
+        return $_op.getYieldingOps();
+      }]
+    >,
+    InterfaceMethod<
+      /*desc=*/[{
+        Return the contained ops that yield subvalues that this op combines to
+        yield to its parent.
+      }],
+      /*retTy=*/"::llvm::SmallVector<::mlir::Type>",
+      /*methodName=*/"getYieldedTypes",
+      /*args=*/(ins),
+      /*methodBody=*/[{
+        return $_op.getYieldedTypes();
+      }]
+    >,
+  ];
+}
+
+#endif // MLIR_INTERFACES_PARALLELCOMBININGOPINTERFACE

mlir/lib/Dialect/SCF/IR/CMakeLists.txt

 add_mlir_dialect_library(MLIRSCFDialect
   SCF.cpp
 
   ADDITIONAL_HEADER_DIRS
   ${MLIR_MAIN_INCLUDE_DIR}/mlir/SCF
 
   DEPENDS
   MLIRSCFOpsIncGen
 
   LINK_LIBS PUBLIC
   MLIRArithmeticDialect
   MLIRBufferizationDialect
   MLIRControlFlowDialect
   MLIRIR
   MLIRLoopLikeInterface
+  MLIRParallelCombiningOpInterface
   MLIRSideEffectInterfaces
   )
 

mlir/lib/Dialect/SCF/IR/SCF.cpp

if (failed(getTerminator().verify()))
     return failure();
 
   // Check that the body defines as single block argument for the thread index.
   auto *body = getBody();
   if (body->getNumArguments() != getRank())
     return emitOpError("region expects ") << getRank() << " arguments";
 
   // Verify consistency between the result types and the terminator.
-  auto terminatorTypes = getTerminator().yieldedTypes();
+  auto terminatorTypes = getTerminator().getYieldedTypes();
   auto opResults = getResults();
   if (opResults.size() != terminatorTypes.size())
     return emitOpError("produces ")
            << opResults.size() << " results, but its terminator yields "
            << terminatorTypes.size() << " value(s)";
   unsigned i = 0;
   for (auto e : llvm::zip(terminatorTypes, opResults)) {
     if (std::get<0>(e) != std::get<1>(e).getType())
void ForeachThreadOp::build(
 
   OpBuilder::InsertionGuard guard(builder);
   builder.setInsertionPointToStart(&bodyBlock);
   bodyBuilder(builder, result.location, bodyBlock.getArguments());
   auto terminator =
       llvm::dyn_cast<PerformConcurrentlyOp>(bodyBlock.getTerminator());
   assert(terminator &&
          "expected bodyBuilder to create PerformConcurrentlyOp terminator");
-  result.addTypes(terminator.yieldedTypes());
+  result.addTypes(terminator.getYieldedTypes());
 }
 
 // The ensureTerminator method generated by SingleBlockImplicitTerminator is
 // unaware of the fact that our terminator also needs a region to be
 // well-formed. We override it here to ensure that we do the right thing.
 void ForeachThreadOp::ensureTerminator(Region &region, OpBuilder &builder,
                                        Location loc) {
   OpTrait::SingleBlockImplicitTerminator<PerformConcurrentlyOp>::Impl<
ForeachThreadOp mlir::scf::getForeachThreadOpThreadIndexOwner(Value val) {
   return dyn_cast<ForeachThreadOp>(containingOp);
 }
 
 //===----------------------------------------------------------------------===//
 // ParallelInsertSliceOp
 //===----------------------------------------------------------------------===//
 
 OpResult ParallelInsertSliceOp::getTiedOpResult() {
-  auto foreachThreadOp = getOperation()->getParentOfType<ForeachThreadOp>();
-  assert(foreachThreadOp && "unlinked ParallelInsertSliceOp");
-  PerformConcurrentlyOp performConcurrentlyOp = foreachThreadOp.getTerminator();
-  for (const auto &it : llvm::enumerate(performConcurrentlyOp.yieldingOps())) {
+  ParallelCombiningOpInterface parallelCombiningParent =
+      getParallelCombiningParent();
+  for (const auto &it :
+       llvm::enumerate(parallelCombiningParent.getYieldingOps())) {
     Operation &nextOp = it.value();
     if (&nextOp == getOperation())
-      return foreachThreadOp->getResult(it.index());
+      return parallelCombiningParent.getParentResult(it.index());
   }
-  llvm_unreachable("ParallelInsertSliceOp not found");
+  llvm_unreachable("ParallelInsertSliceOp no tied OpResult found");
 }
 
 // Build a ParallelInsertSliceOp with mixed static and dynamic entries.
 void ParallelInsertSliceOp::build(OpBuilder &b, OperationState &result,
                                   Value source, Value dest,
                                   ArrayRef<OpFoldResult> offsets,
                                   ArrayRef<OpFoldResult> sizes,
                                   ArrayRef<OpFoldResult> strides,
SmallVector<OpFoldResult> offsetValues = llvm::to_vector<4>(
       llvm::map_range(offsets, [](Value v) -> OpFoldResult { return v; }));
   SmallVector<OpFoldResult> sizeValues = llvm::to_vector<4>(
       llvm::map_range(sizes, [](Value v) -> OpFoldResult { return v; }));
   SmallVector<OpFoldResult> strideValues = llvm::to_vector<4>(
       llvm::map_range(strides, [](Value v) -> OpFoldResult { return v; }));
   build(b, result, source, dest, offsetValues, sizeValues, strideValues);
 }
 
+LogicalResult ParallelInsertSliceOp::verify() {
+  if (!isa<ParallelCombiningOpInterface>(getOperation()->getParentOp()))
+    return this->emitError("expected ParallelCombiningOpInterface parent, got:")
+           << *(getOperation()->getParentOp());
+  return success();
+}
+
 namespace {
 /// Pattern to rewrite a parallel_insert_slice op with constant arguments.
 class ParallelInsertSliceOpConstantArgumentFolder final
     : public OpRewritePattern<ParallelInsertSliceOp> {
 public:
   using OpRewritePattern<ParallelInsertSliceOp>::OpRewritePattern;
 
   LogicalResult matchAndRewrite(ParallelInsertSliceOp insertSliceOp,
ParseResult PerformConcurrentlyOp::parse(OpAsmParser &parser,
   result.addRegion(std::move(region));
 
   // Parse the optional attribute list.
   if (parser.parseOptionalAttrDict(result.attributes))
     return failure();
   return success();
 }
 
-SmallVector<Type> PerformConcurrentlyOp::yieldedTypes() {
+OpResult PerformConcurrentlyOp::getParentResult(int64_t idx) {
+  return getOperation()->getParentOp()->getResult(idx);
+}
+
+SmallVector<Type> PerformConcurrentlyOp::getYieldedTypes() {
   return llvm::to_vector<4>(
-      llvm::map_range(this->yieldingOps(), [](Operation &op) {
+      llvm::map_range(getYieldingOps(), [](Operation &op) {
         auto insertSliceOp = dyn_cast<ParallelInsertSliceOp>(&op);
         return insertSliceOp ? insertSliceOp.yieldedType() : Type();
       }));
 }
 
-llvm::iterator_range<Block::iterator> PerformConcurrentlyOp::yieldingOps() {
+llvm::iterator_range<Block::iterator> PerformConcurrentlyOp::getYieldingOps() {
   return getRegion().front().getOperations();
 }
 
 //===----------------------------------------------------------------------===//
 // IfOp
 //===----------------------------------------------------------------------===//
 
 bool mlir::scf::insideMutuallyExclusiveBranches(Operation *a, Operation *b) {

mlir/lib/Dialect/SCF/Transforms/BufferizableOpInterfaceImpl.cpp

 struct ParallelInsertSliceOpInterface
     : public BufferizableOpInterface::ExternalModel<
           ParallelInsertSliceOpInterface, ParallelInsertSliceOp> {
   SmallVector<OpResult> getAliasingOpResult(Operation *op, OpOperand &opOperand,
                                             const AnalysisState &state) const {
     if (&opOperand != &op->getOpOperand(1) /*dest*/)
       return {};
 
-    // ParallelInsertSliceOp itself has no results. Tensors are returned via
-    // the parent op.
-    auto foreachThreadOp = op->getParentOfType<ForeachThreadOp>();
-    assert(foreachThreadOp &&
-           "could not find valid owner of parallel_insert_slice");
-
-    // The i-th ParallelInsertSliceOp result is returned via the i-th OpResult
-    // of the parent ForeachThreadOp.
+    // The i-th ParallelInsertSliceOp result is returned via its enclosing op..
     Block *block = op->getBlock();
     unsigned int opIdx = 0;
     for (ParallelInsertSliceOp insertOp :
          block->getOps<ParallelInsertSliceOp>()) {
       if (insertOp.getOperation() == op)
         break;
       ++opIdx;
     }
-    assert(opIdx < foreachThreadOp->getNumResults() &&
-           "could not find op inside terminator op");
-
-    return {foreachThreadOp->getResult(opIdx)};
+    ParallelCombiningOpInterface parallelCombiningParent =
+        getParallelCombiningParent();
+    return {parallelCombiningParent.getParentResult(opIdx)};
   }
 
   bool bufferizesToMemoryRead(Operation *op, OpOperand &opOperand,
                               const AnalysisState &state) const {
     return true;
   }
 
   bool bufferizesToMemoryWrite(Operation *op, OpOperand &opOperand,
LogicalResult resolveConflicts(Operation *op, RewriterBase &rewriter,
     //   perform_concurrently {
     //     parallel_insert_slice %a into %b ...
     //     parallel_insert_slice %c into %copy ...
     //   }
     // }
 
     OpBuilder::InsertionGuard g(rewriter);
     auto insertOp = cast<ParallelInsertSliceOp>(op);
-    auto foreachThreadOp = insertOp->getParentOfType<ForeachThreadOp>();
+    ParallelCombiningOpInterface parallelCombiningParent =
+        getParallelCombiningParent();
+    Operation *parallelIteratingOp = parallelCombiningParent->getParentOp();
 
     // Nothing to do if the destination tensor is inplace.
     assert(state.isInPlace(op->getOpOperand(0) /*src*/) &&
            "source is always in-place");
     if (state.isInPlace(op->getOpOperand(1) /*dest*/))
       return success();
 
     // Find corresponding OpResult.
     OpResult opResult = insertOp.getTiedOpResult();
 
     // Insert tensor allocation right before the ForeachThreadOp.
-    rewriter.setInsertionPoint(foreachThreadOp);
+    rewriter.setInsertionPoint(parallelIteratingOp);
     bool isYielded = state.isTensorYielded(opResult);
     FailureOr<Value> alloc =
         allocateTensorForShapedValue(rewriter, op->getLoc(), insertOp.getDest(),
                                      /*escape=*/isYielded, state.getOptions());
     if (failed(alloc))
       return failure();
 
     // Update destination operand.
     rewriter.updateRootInPlace(
         insertOp, [&]() { insertOp.getDestMutable().assign(*alloc); });
 
     return success();
   }
 
   LogicalResult bufferize(Operation *op, RewriterBase &rewriter,
                           const BufferizationOptions &options) const {
     OpBuilder::InsertionGuard g(rewriter);
     auto insertOp = cast<ParallelInsertSliceOp>(op);
-    auto performConcurrentlyOp = cast<PerformConcurrentlyOp>(op->getParentOp());
-    auto foreachThreadOp =
-        cast<ForeachThreadOp>(performConcurrentlyOp->getParentOp());
+    ParallelCombiningOpInterface parallelCombiningParent =
+        getParallelCombiningParent();
+    Operation *parallelIteratingOp = parallelCombiningParent->getParentOp();
 
     // Get destination buffer.
     FailureOr<Value> destBuffer =
         getBuffer(rewriter, insertOp.getDest(), options);
     if (failed(destBuffer))
       return failure();
 
-    // Bufferize the ParallelInsertSliceOp outside of the PerformConcurrentlyOp.
-    rewriter.setInsertionPoint(performConcurrentlyOp);
+    // Bufferize the ParallelInsertSliceOp outside of `parallelCombiningParent`.
+    rewriter.setInsertionPoint(parallelCombiningParent);
     FailureOr<Value> srcBuffer =
         getBuffer(rewriter, insertOp.getSource(), options);
     if (failed(srcBuffer))
       return failure();
     Value subview = rewriter.create<memref::SubViewOp>(
         insertOp.getLoc(), *destBuffer, insertOp.getMixedOffsets(),
         insertOp.getMixedSizes(), insertOp.getMixedStrides());
     // This memcpy will fold away if everything bufferizes in-place.
     if (failed(options.createMemCpy(rewriter, insertOp.getLoc(), *srcBuffer,
                                     subview)))
       return failure();
 
-    // Replace all uses of ForeachThreadOp (just the corresponding result).
-    rewriter.setInsertionPointAfter(foreachThreadOp);
+    // Replace all uses of parallelIteratingOp (just the corresponding result).
+    rewriter.setInsertionPointAfter(parallelIteratingOp);
     Value toTensorOp =
-        rewriter.create<ToTensorOp>(foreachThreadOp.getLoc(), *destBuffer);
+        rewriter.create<ToTensorOp>(parallelIteratingOp->getLoc(), *destBuffer);
     // PerformConcurrentlyOp can have multiple ParallelInsertSliceOps.
     SmallVector<OpOperand *> resultUses =
         llvm::to_vector(llvm::map_range(insertOp.getTiedOpResult().getUses(),
                                         [](OpOperand &use) { return &use; }));
     for (OpOperand *use : resultUses) {
       rewriter.updateRootInPlace(use->getOwner(),
                                  [&]() { use->set(toTensorOp); });
     }

mlir/lib/Interfaces/CMakeLists.txt

 set(LLVM_OPTIONAL_SOURCES
   CallInterfaces.cpp
   CastInterfaces.cpp
   ControlFlowInterfaces.cpp
   CopyOpInterface.cpp
   DataLayoutInterfaces.cpp
   DerivedAttributeOpInterface.cpp
   InferIntRangeInterface.cpp
   InferTypeOpInterface.cpp
   LoopLikeInterface.cpp
+  ParallelCombiningOpInterface.cpp
   SideEffectInterfaces.cpp
   TilingInterface.cpp
   VectorInterfaces.cpp
   ViewLikeInterface.cpp
   )
 
 function(add_mlir_interface_library name)
   add_mlir_library(MLIR${name}

 add_mlir_interface_library(CallInterfaces)
 add_mlir_interface_library(CastInterfaces)
 add_mlir_interface_library(ControlFlowInterfaces)
 add_mlir_interface_library(CopyOpInterface)
 add_mlir_interface_library(DataLayoutInterfaces)
 add_mlir_interface_library(DerivedAttributeOpInterface)
 add_mlir_interface_library(InferIntRangeInterface)
 add_mlir_interface_library(InferTypeOpInterface)
+add_mlir_interface_library(ParallelCombiningOpInterface)
 add_mlir_interface_library(SideEffectInterfaces)
 add_mlir_interface_library(TilingInterface)
 add_mlir_interface_library(VectorInterfaces)
 add_mlir_interface_library(ViewLikeInterface)
 add_mlir_interface_library(LoopLikeInterface)

mlir/lib/Interfaces/ParallelCombiningOpInterface.cpp

+//===- ParallelCombiningOpInterface.cpp - Parallel combining op interface -===//
+//
+// 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
+//
+//===----------------------------------------------------------------------===//
+
+#include "mlir/Interfaces/ParallelCombiningOpInterface.h"
+
+using namespace mlir;
+
+//===----------------------------------------------------------------------===//
+// ParallelCombiningOpInterface
+//===----------------------------------------------------------------------===//
+
+/// Include the definitions of the interface.
+#include "mlir/Interfaces/ParallelCombiningOpInterface.cpp.inc"