}

  @Override
  public ImmutableMap<C, Map<R, V>> columnMap() {
    // Casts without copying.
    ImmutableMap<C, ImmutableMap<R, V>> columnMap = this.columnMap;
    return ImmutableMap.<C, Map<R, V>>copyOf(columnMap);
  }

  @Override
  public ImmutableMap<R, Map<C, V>> rowMap() {
    // Casts without copying.
    ImmutableMap<R, ImmutableMap<C, V>> rowMap = this.rowMap;

// Creates an instance of the ConvertTFQuantTypes pass, which will convert TF
// qint types to int types and surround TF UniformQuantized ops with qint <->
// int casts.
std::unique_ptr<OperationPass<func::FuncOp>> CreateConvertTFQuantTypesPass();

// Creates an instance of the VerifyQuantLegalization pass, which verifies all
// quant ops and types are lowered.

func (s tmplData) SymFirst() string {
	return string(s.Symbol[0])
}

// ucast casts an unsigned int to the size in s
func ucast(i uint64, s sizedTestData) uint64 {
	switch s.name {
	case "uint32":
		return uint64(uint32(i))
	case "uint16":
		return uint64(uint16(i))
	case "uint8":
		return uint64(uint8(i))
	}
	return i
}

// icast casts a signed int to the size in s
func icast(i int64, s sizedTestData) int64 {

    (this as NamedDomainObjectCollection<T>).named(name, type.java, configuration)


/**
 * Locates an object by name and casts it to the expected type [T].
 *
 * If an object with the given [name] is not found, [UnknownDomainObjectException] is thrown.
 * If the object is found but cannot be cast to the expected type [T], [IllegalArgumentException] is thrown.
 *
 * @param name object name
 * @return the object, never null

  }

  boolean isEmpty() {
    // The casts are safe because of the has*Bound() checks.
    return (hasUpperBound() && tooLow(uncheckedCastNullableTToT(getUpperEndpoint())))
        || (hasLowerBound() && tooHigh(uncheckedCastNullableTToT(getLowerEndpoint())));
  }

  boolean tooLow(@ParametricNullness T t) {
    if (!hasLowerBound()) {
      return false;
    }
    // The cast is safe because of the hasLowerBound() check.

namespace mlir {
namespace func {
class FuncOp;
}  // namespace func

namespace quantfork {

/// Creates a pass that converts quantization simulation operations (i.e.
/// FakeQuant and those like it) to casts into/out of supported QuantizedTypes.
std::unique_ptr<OperationPass<func::FuncOp>> createConvertSimulatedQuantPass();

/// Creates a pass that converts constants followed by a qbarrier to a

#include <string>

#include "absl/strings/match.h"
#include "absl/strings/string_view.h"
#include "tensorflow/core/lib/core/errors.h"
#include "tensorflow/core/lib/core/status.h"
#include "tensorflow/core/platform/casts.h"
#include "tensorflow/core/platform/protobuf.h"

namespace tensorflow {

namespace {
// Error collector that simply ignores errors reported.
class NoOpErrorCollector : public protobuf::io::ErrorCollector {

  }

  boolean isEmpty() {
    // The casts are safe because of the has*Bound() checks.
    return (hasUpperBound() && tooLow(uncheckedCastNullableTToT(getUpperEndpoint())))
        || (hasLowerBound() && tooHigh(uncheckedCastNullableTToT(getLowerEndpoint())));
  }

  boolean tooLow(@ParametricNullness T t) {
    if (!hasLowerBound()) {
      return false;
    }
    // The cast is safe because of the hasLowerBound() check.

    }
  }

  @Override
  public ImmutableMap<C, Map<R, V>> columnMap() {
    // Casts without copying.
    ImmutableMap<C, ImmutableMap<R, V>> columnMap = this.columnMap;
    return ImmutableMap.<C, Map<R, V>>copyOf(columnMap);
  }

  @Override
  public ImmutableMap<R, Map<C, V>> rowMap() {
    // Casts without copying.
    ImmutableMap<R, ImmutableMap<C, V>> rowMap = this.rowMap;

    }
  }

  @Override
  public ImmutableMap<C, Map<R, V>> columnMap() {
    // Casts without copying.
    ImmutableMap<C, ImmutableMap<R, V>> columnMap = this.columnMap;
    return ImmutableMap.<C, Map<R, V>>copyOf(columnMap);
  }

  @Override
  public ImmutableMap<R, Map<C, V>> rowMap() {
    // Casts without copying.
    ImmutableMap<R, ImmutableMap<C, V>> rowMap = this.rowMap;