llvm::StringRef getArgument() const final {
    return "tfl-device-transform-nnapi";
  }
  llvm::StringRef getDescription() const final {
    return "Suitable transformation for nnapi only.";
  }
  void getDependentDialects(DialectRegistry& registry) const override {
    registry.insert<TF::TensorFlowDialect>();
  }
  void runOnOperation() override;
};

  MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(DeviceTransformGPUPass)

  llvm::StringRef getArgument() const final {
    return "tfl-device-transform-gpu";
  }
  llvm::StringRef getDescription() const final {
    return "Suitable transformation for gpu only.";
  }
  void getDependentDialects(DialectRegistry& registry) const override {
    registry.insert<TF::TensorFlowDialect>();
  }
  void runOnOperation() override;
};

import java.io.IOException
import java.lang.reflect.InvocationTargetException


/**
 * Writes a bean property.
 *
 * A property can only be written when there's a suitable [Codec] for its [value].
 */
suspend fun WriteContext.writeNextProperty(name: String, value: Any?, kind: PropertyKind) {
    withPropertyTrace(kind, name) {
        try {
            write(value)

// Tensorflow GraphDef. This API will add control dependencies and verify that
// the conversion was successful.
//
// This also converts the Tensorflow Dialect MLIR into the Tensorflow Executor
// dialect that is suitable to be exported to GraphDef. Graph -> MLIR -> Graph
// is not perfectly round trippable, so this API will attempt to make the module
// exportable and verify some properties of the Tensorflow Executor MLIR that

import java.util.List;

/**
 * The result of a single execution of a performance test.
 */
public interface PerformanceTestExecution {
    /**
     * Returns a unique identifier for this execution, suitable to be used as HTML id
     */
    String getExecutionId();

    String getTeamCityBuildId();

    String getVersionUnderTest();
    String getVcsBranch();
    long getStartTime();
    long getEndTime();

import com.google.common.annotations.GwtCompatible;
import com.google.common.annotations.VisibleForTesting;
import java.util.Collections;
import java.util.Map;

/**
 * An implementation-specific parameter class suitable for initializing {@link
 * ArrayBasedCharEscaper} or {@link ArrayBasedUnicodeEscaper} instances. This class should be used
 * when more than one escaper is created using the same character replacement mapping to allow the

func (ss SeatSeconds) DurationPerSeat(seats float64) time.Duration {
	return time.Duration(float64(ss) / seats * (float64(time.Second) / ssScale))
}

// String converts to a string.
// This is suitable for large as well as small values.
func (ss SeatSeconds) String() string {
	const div = SeatSeconds(ssScale)
	quo := ss / div
	rem := ss - quo*div
	return fmt.Sprintf("%d.%08dss", quo, rem)
}

import com.google.common.annotations.GwtCompatible;
import com.google.common.annotations.VisibleForTesting;
import java.util.Collections;
import java.util.Map;

/**
 * An implementation-specific parameter class suitable for initializing {@link
 * ArrayBasedCharEscaper} or {@link ArrayBasedUnicodeEscaper} instances. This class should be used
 * when more than one escaper is created using the same character replacement mapping to allow the

}

// Unique reports whether the column may be unique.
func (ct ColumnType) Unique() (unique bool, ok bool) {
	return ct.UniqueValue.Bool, ct.UniqueValue.Valid
}

// ScanType returns a Go type suitable for scanning into using Rows.Scan.
func (ct ColumnType) ScanType() reflect.Type {
	if ct.ScanTypeValue != nil {
		return ct.ScanTypeValue
	}
	return ct.SQLColumnType.ScanType()
}

import static org.gradle.util.internal.CollectionUtils.sort;

/**
 * Provides access to {@link GradleDistribution}s for versions of Gradle that have been released.
 *
 * Only versions that are suitable for testing against are made available.
 */
public class ReleasedVersionDistributions {

    private final IntegrationTestBuildContext buildContext;

    private final Factory<Properties> versionsFactory;