func signextendAndMask8to64(a int8) (s, z uint64) {
	// ppc64x: "MOVB", "ANDCC\t[$]1015,"
	s = uint64(a) & 0x3F7
	// ppc64x: -"MOVB", "ANDCC\t[$]247,"
	z = uint64(uint8(a)) & 0x3F7
	return
}

// Verify zero-extended values are not sign-extended under a bit mask (#61297)
func zeroextendAndMask8to64(a int8, b int16) (x, y uint64) {
	// ppc64x: -"MOVB\t", -"ANDCC", "MOVBZ"
	x = uint64(a) & 0xFF
	// ppc64x: -"MOVH\t", -"ANDCC", "MOVHZ"

			// The current succeeded interval is behind, so we can move to the next.
			succeededPointer++
		} else if succeededIndexes[succeededPointer].Last > ruleIndexes[rulePointer].Last {
			// The current rule interval is behind, so we can move to the next.
			rulePointer++
		} else {
			// Both intervals end at the same position, we can move to the next succeeded, and next rule.
			succeededPointer++
			rulePointer++
		}

      std::vector<uint8_t>(expected_value.begin(), expected_value.end());
  input_model.buffers.push_back(std::move(model_metadata_buffer));
  auto metadata_t = std::make_unique<tflite::MetadataT>();
  metadata_t->name = tflite::optimize::kTfLiteReducedPrecisionKey;
  metadata_t->buffer = input_model.buffers.size() - 1;
  input_model.metadata.push_back(std::move(metadata_t));

  // Sparsify and create output model
  flatbuffers::FlatBufferBuilder output_builder;

==============================================================================*/

include "mlir/IR/OpBase.td"
include "mlir/IR/PatternBase.td"
include "tensorflow/compiler/mlir/tensorflow/ir/tf_ops.td"

// TODO(jpienaar): Move this somewhere general.
class GetI64ScalarElementsAttr<int value> :
  NativeCodeCall<"DenseElementsAttr::get<int64_t>(RankedTensorType::get({}, $_builder.getIntegerType(64)), " # value # ")">;

def FuseMapAndBatch : Pat<

        get() = builder.rootSession

    override fun isEmpty(): Boolean = withValidityAssertion {
        // isEmpty check needs to be performed on an analyzed declaration
        // (annotations can move to a nested declaration after code analysis).
        // See 'FirTypeResolveTransformer.moveOrDeleteIrrelevantAnnotations()'
        return backingAnnotations.isEmpty()
    }

    override val size: Int

        override fun delete() {
            if (file.exists()) {
                Files.delete(file.toPath())
            }
        }

        override fun moveFrom(file: File) {
            Files.move(file.toPath(), this.file.toPath(), StandardCopyOption.ATOMIC_MOVE)
        }

        override fun stateFileForIncludedBuild(build: BuildDefinition): ConfigurationCacheStateFile =

  for (const auto& entry : tflite_builtin_codes) {
    StringRef tflite_op_name = EnumNameBuiltinOperator(entry);
    std::string mlir_name = llvm::Twine("tfl.", tflite_op_name.lower()).str();
    mlir_op_names.insert(std::move(mlir_name));
  }
}

std::string TfLiteToMlir(absl::string_view tflite_op_name) {
  StringRef op_name(tflite_op_name.data(), tflite_op_name.size());
  return op_name.lower();
}

	// pinned section (in effect, this has all Ps pinned).

	// Drop victim caches from all pools.
	for _, p := range oldPools {
		p.victim = nil
		p.victimSize = 0
	}

	// Move primary cache to victim cache.
	for _, p := range allPools {
		p.victim = p.local
		p.victimSize = p.localSize
		p.local = nil
		p.localSize = 0
	}