case i <= rune1Max:
		p[0] = byte(r)
		return 1
	case i <= rune2Max:
		_ = p[1] // eliminate bounds checks
		p[0] = t2 | byte(r>>6)
		p[1] = tx | byte(r)&maskx
		return 2
	case i > MaxRune, surrogateMin <= i && i <= surrogateMax:
		r = RuneError
		fallthrough
	case i <= rune3Max:
		_ = p[2] // eliminate bounds checks
		p[0] = t3 | byte(r>>12)
		p[1] = tx | byte(r>>6)&maskx
		p[2] = tx | byte(r)&maskx

      if (type == null) {
        Type[] bounds = var.getBounds();
        if (bounds.length == 0) {
          return var;
        }
        Type[] resolvedBounds = new TypeResolver(forDependants).resolveTypes(bounds);
        /*
         * We'd like to simply create our own TypeVariable with the newly resolved bounds. There's

		return "", fmt.Errorf("invalid suffix, require round mode bit:%x", u)
	}

	u &^= rmSuffixBit
	for k, v := range rmSuffixSet {
		if v == u {
			return k, nil
		}
	}
	return "", fmt.Errorf("unknown suffix:%x", u)
}

const (
	RM_RNE uint8 = iota // Round to Nearest, ties to Even
	RM_RTZ              // Round towards Zero
	RM_RDN              // Round Down
	RM_RUP              // Round Up

       * complementLowerBoundWindow. Complement range lower bounds are either positive range upper
       * bounds, or Cut.belowAll().
       *
       * positiveItr starts at the first positive range with lower bound greater than
       * firstComplementRangeLowerBound. (Positive range lower bounds correspond to complement range
       * upper bounds.)
       */

  module attributes {tf.versions = {bad_consumers = [], min_consumer = 0 : i32, producer = 268 : i32}} {
  func.func @main(%arg0: tensor<?xi32, #mhlo.type_extensions<bounds = [3]>> ) -> (tensor<?xi32, #mhlo.type_extensions<bounds = [3]>>) {
    func.return %arg0 : tensor<?xi32, #mhlo.type_extensions<bounds = [3]>>
  }
})";

  auto compilation_result = CompileMlirModule(
      kMlirModuleWithBoundedDynamicArgStr,

       * complementLowerBoundWindow. Complement range lower bounds are either positive range upper
       * bounds, or Cut.belowAll().
       *
       * positiveItr starts at the first positive range with lower bound greater than
       * firstComplementRangeLowerBound. (Positive range lower bounds correspond to complement range
       * upper bounds.)
       */

//
// Bounds: [[0x0 ~> 0xffffffffffffffff], [0x0 ~> 0xffffffffffffffff], [0x0 ~> 0xffffffffffffffff], [0x0 ~> 0xffffffffffffffff]]
type fiatScalarMontgomeryDomainFieldElement [4]uint64

// The type fiatScalarNonMontgomeryDomainFieldElement is a field element NOT in the Montgomery domain.
//

  func.func private @internal_quantize_i8(%input : tensor<*xf32>, %scale : tensor<*xf32>, %zp : tensor<*xi32>) -> tensor<*xi8> {
    // Uses tf.floor(x + 0.5) instead of tf.round(x) since tf.round generates
    // a very expensive pattern.
    %round_cst = "tf.Const"() {value = dense<0.5> : tensor<f32>} : () -> tensor<f32>
    %float_zp = "tf.Cast"(%zp) {Truncate = false} : (tensor<*xi32>) -> tensor<*xf32>

	// Obviously, negative widths and heights are invalid. Furthermore, the PNG
	// spec section 11.2.2 says that zero is invalid. Excessively large images are
	// also rejected.
	mw, mh := int64(m.Bounds().Dx()), int64(m.Bounds().Dy())
	if mw <= 0 || mh <= 0 || mw >= 1<<32 || mh >= 1<<32 {
		return FormatError("invalid image size: " + strconv.FormatInt(mw, 10) + "x" + strconv.FormatInt(mh, 10))
	}

	var e *encoder

		Body:       io.NopCloser(&bytes.Buffer{}),
		Request:    req,
	}, nil
}

// MirrorRequest is a round tripper that can be called to get back the calling request as
// the core round tripper in a chain.
var MirrorRequest http.RoundTripper = onewayRoundTripper{}

// NewUpgradeRequestRoundTripper takes two round trippers - one for the underlying TCP connection, and