std::unique_ptr<OperationPass<func::FuncOp>> CreateMoveTransposesPass();
std::unique_ptr<OperationPass<func::FuncOp>> CreateLayoutAssignmentPass();

// Guarantee that all FuncOp's have a single use.
std::unique_ptr<OperationPass<ModuleOp>> CreateGuaranteeAllFuncsOneUsePass();

// Optional pass which will unroll BatchMatMul and use only MatMul
std::unique_ptr<OperationPass<func::FuncOp>> CreateUnrollBatchMatMulPassPass();

std::unique_ptr<OperationPass<func::FuncOp>> CreateTestClusteringPolicyPass();

// Test pass for analyzing side-effect analysis result.
std::unique_ptr<OperationPass<ModuleOp>> CreateTestSideEffectAnalysisPass();

std::unique_ptr<OperationPass<ModuleOp>> CreateTestResourceAliasAnalysisPass();

std::unique_ptr<OperationPass<ModuleOp>> CreateInitTextFileToImportTestPass();
std::unique_ptr<OperationPass<ModuleOp>>

std::unique_ptr<OperationPass<func::FuncOp>> CreateDenseToSparsePass();

// Creates function pass to legalize TF While to TFL While.
std::unique_ptr<OperationPass<ModuleOp>> CreateLegalizeTFWhilePass();

// Legalize tflite flex ops to TF ops.
std::unique_ptr<OperationPass<func::FuncOp>> CreateLiftTfliteFlexOpsPass();

// Creates an instance of the TensorFlow Lite dialect WhileOp outline pass.

// Creates a pass that optimizes tf_saved_model.global_tensor ops.
std::unique_ptr<OperationPass<ModuleOp>> CreateOptimizeGlobalTensorsPass();

// Creates a pass that freezes tf_saved_model.global_tensor ops.
std::unique_ptr<OperationPass<ModuleOp>> CreateFreezeGlobalTensorsPass(
    bool allow_mutable_tensors = false);

// Creates a pass that freezes tf_saved_model.asset ops.
std::unique_ptr<OperationPass<ModuleOp>> CreateFreezeAssetsPass(

// path is available.
std::unique_ptr<OperationPass<ModuleOp>> CreateInsertMainFunctionPass();

// Converts FakeQuant ops to quant.qcast and quant.dcast (QDQ) pairs.
std::unique_ptr<OperationPass<func::FuncOp>> CreateConvertFakeQuantToQdqPass();

// Lifts the quantizable spots as composite functions.
std::unique_ptr<OperationPass<ModuleOp>>
CreateLiftQuantizableSpotsAsFunctionsPass(

  BuildV2VarMaps();

  // Invariant: exactly one of "reader_" and "v2_reader_" is non-null.
  std::unique_ptr<TensorSliceReader> reader_;
  std::unique_ptr<BundleReader> v2_reader_;

  std::unique_ptr<TensorSliceReader::VarToShapeMap> var_to_shape_map_;
  std::unique_ptr<TensorSliceReader::VarToDataTypeMap> var_to_data_type_map_;

  CheckpointReader(const CheckpointReader&) = delete;

// Creates a pass which unfuses MHLO batch norm inference op into arithmetic
// ops.
std::unique_ptr<Pass> createUnfuseBatchNormPass();

// Creates a pass which constant folds broadcast_in_dim op conditionally.
std::unique_ptr<Pass> createFoldBroadcastPass();

// Creates a pass which fuses MHLO binary element-wise ops and convolution op.
std::unique_ptr<Pass> createFuseConvolutionPass();

class ModularFileSystem final : public FileSystem {
 public:
  ModularFileSystem(
      std::unique_ptr<TF_Filesystem> filesystem,
      std::unique_ptr<const TF_FilesystemOps> filesystem_ops,
      std::unique_ptr<const TF_RandomAccessFileOps> random_access_file_ops,
      std::unique_ptr<const TF_WritableFileOps> writable_file_ops,
      std::unique_ptr<const TF_ReadOnlyMemoryRegionOps>
          read_only_memory_region_ops,

std::unique_ptr<OperationPass<ModuleOp>> CreateComputeCostPass();

// Create an instance of PickSubgraphsPass.
std::unique_ptr<OperationPass<ModuleOp>> CreatePickSubgraphsPass();

// Create an instance of DeviceTransformGPUPass.
std::unique_ptr<OperationPass<func::FuncOp>> CreateDeviceTransformGPUPass();

// Create an instance of GetOpCostPass.
std::unique_ptr<OperationPass<func::FuncOp>> CreateGetOpCostPass();

        new MlirPassInstrumentationRegistry;
    return *r;
  }
  std::unordered_map<std::string,
                     std::function<std::unique_ptr<PassInstrumentation>()>>
      instrumentors_;
};

void RegisterPassInstrumentor(
    const std::string& name,
    std::function<std::unique_ptr<PassInstrumentation>()> creator) {
  MlirPassInstrumentationRegistry& r =
      MlirPassInstrumentationRegistry::Instance();