limitations under the License.
==============================================================================*/
#include "tensorflow/compiler/mlir/tfrt/ir/tfrt_fallback_util.h"

#include <string>
#include <utility>
#include <vector>

#include "mlir/Parser/Parser.h"  // from @llvm-project
#include "tensorflow/compiler/mlir/tfrt/ir/tfrt_fallback_async.h"
#include "tensorflow/compiler/mlir/tfrt/ir/tfrt_fallback_sync.h"

 * or implied. See the License for the specific language governing permissions and limitations under
 * the License.
 */

/**
 * Utility methods and classes for I/O; for example input streams, output streams, readers, writers,
 * and files.
 *
 * <p>At the core of this package are the Source/Sink types: {@link ByteSource ByteSource}, {@link

func NewOrFail(t framework.TestContext, ns namespace.Instance) Server {
	t.Helper()
	s, err := New(t, ns)
	if err != nil {
		t.Fatal(err)
	}
	return s
}

// Setup is a utility function for configuring a jwt Server.
func Setup(server *Server, ns namespace.Getter) resource.SetupFn {
	if ns == nil {
		ns = namespace.NilGetter
	}

	return func(ctx resource.Context) error {

 * ordered collection of <code>JavaToolchainRepository</code> implementations.
 *
 * @since 7.6
 */
@Incubating
public interface JavaToolchainRepositoryHandler {

    /**
     * Utility method for creating a named {@link JavaToolchainRepository} based on
     * a configuration block.
     */
    void repository(String name, Action<? super JavaToolchainRepository> configureAction);

    /**

1. Ensure the code works on a range of supported OS types and versions.

**Note: We currently use mock/simulated VMs for testing purposes. In the future, the testing might switch
to utilize actual compute instances from different providers.**

## Overview

Scenarios in which one might want to add a VM test in this doc:

constexpr char kLstmCellSimple[] = "LSTMCellSimple";
constexpr char kLayerNormalizedLstmCellSimple[] =
    "LayerNormalizedLstmCellSimple";
constexpr char kCoupleInputForgetGates[] = "CoupleInputForgetGates";

// A utility class that enables the conversion of the LSTMCellSimple composite
// op into a fused TFL LSTM op. The fused op is contained within a FuncOp
// that also contains other supporting ops needed to construct the operands for

import java.io.File;
import java.io.IOException;
import java.nio.charset.StandardCharsets;
import java.nio.file.Files;
import java.util.stream.Collectors;
import java.util.stream.Stream;

/**
 * Extracted utility methods to parse daemon logs.
 */
final class DaemonLogFileUtils {
    private DaemonLogFileUtils() {}

    /**
     * Reads the last {@code tailSize} lines of the daemon log file and returns them as a single string.

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

#ifndef TENSORFLOW_COMPILER_JIT_PJRT_TENSOR_BUFFER_H_
#define TENSORFLOW_COMPILER_JIT_PJRT_TENSOR_BUFFER_H_

#include <memory>
#include <utility>

#include "xla/pjrt/pjrt_client.h"
#include "tensorflow/core/framework/allocation_description.pb.h"
#include "tensorflow/core/framework/tensor.h"

namespace tensorflow {

limitations under the License.
==============================================================================*/
#include "tensorflow/compiler/mlir/quantization/tensorflow/passes/manipulate_model_attr.h"

#include <string>
#include <utility>

#include "llvm/ADT/StringExtras.h"
#include "mlir/Dialect/Func/IR/FuncOps.h"  // from @llvm-project

namespace mlir {
namespace quant {

constexpr StringRef kTfEntryFunctionAttr = "tf.entry_function";

#ifndef TENSORFLOW_COMPILER_JIT_MARK_FOR_COMPILATION_PASS_TEST_HELPER_H_
#define TENSORFLOW_COMPILER_JIT_MARK_FOR_COMPILATION_PASS_TEST_HELPER_H_

#include <memory>
#include <string>
#include <utility>

#include "tensorflow/compiler/jit/mark_for_compilation_pass.h"

namespace tensorflow {
class MarkForCompilationPassTestHelper {
 public:
  struct Options {
    bool enable_global_jit;