// CHECK-SAME: (tensor<*xf32>) -> tensor<*xf32>
// CHECK: %[[round:.*]] = "tf.Round"(%[[avgpool_f32]])
// CHECK: %[[icast:.*]] = "tf.Cast"(%[[round]]) <{Truncate = false}> : (tensor<*xf32>) -> tensor<*xi8>
// CHECK: %[[sc2:.*]] = "quantfork.scast"(%[[icast]])
// CHECK: %[[dq:.*]] = "quantfork.dcast"(%[[sc2]]) : (tensor<*x!quant.uniform<i8:f32, 5.000000e-02:-10>>)

	case 'Z':
		return st.localName()
	case 'U':
		a, isCast := st.unqualifiedName(nil)
		if isCast {
			st.setTemplate(a, nil)
		}
		return a, false
	case 'S':
		if len(st.str) < 2 {
			st.advance(1)
			st.fail("expected substitution index")
		}
		var a AST
		isCast := false
		subst := false
		if st.str[1] == 't' {
			st.advance(2)
			a, isCast = st.unqualifiedName(nil)

          uint16_t bit_repr = llvm::support::endian::readNext<
              uint16_t, llvm::endianness::native, llvm::support::unaligned>(
              data);
          values.push_back(Eigen::numext::bit_cast<Eigen::half>(bit_repr));
        }

        return mlir::ElementsAttr(
            DenseElementsAttr::get(shaped_type, ArrayRef<Eigen::half>(values)));
      } else {
        std::vector<Eigen::bfloat16> values;

	v, err := e.evalNode(r, tableAlias)
	if err != nil {
		return nil, err
	}

	switch castType {
	case castInt, castInteger:
		i, err := intCast(v)
		return FromInt(i), err

	case castFloat:
		f, err := floatCast(v)
		return FromFloat(f), err

	case castString:
		s, err := stringCast(v)
		return FromString(s), err

Eigen::half APFloatToEigenHalf(const APFloat& val) {
  uint16_t raw_data = val.bitcastToAPInt().getZExtValue();
  return Eigen::numext::bit_cast<Eigen::half>(raw_data);
}

APFloat EigenHalfToAPFloat(const Eigen::half& val) {
  uint16_t raw_data = Eigen::numext::bit_cast<uint16_t>(val);
  return APFloat(APFloat::IEEEhalf(), APInt(16, raw_data));
}

void PopulateEncodingParams(const std::vector<int>& block_size,

// CHECK-SAME: (tensor<*xf32>) -> tensor<*xf32>
// CHECK: %[[round:.*]] = "tf.Round"(%[[avgpool_f32]])
// CHECK: %[[icast:.*]] = "tf.Cast"(%[[round]]) <{Truncate = false}> : (tensor<*xf32>) -> tensor<*xi8>
// CHECK: %[[reshape:.*]] = "tf.Reshape"(%[[icast]]

    auto dequantize_func = [&](const APInt& ap_int_value) -> APInt {
      const int64_t int_value = ap_int_value.getSExtValue();

      const float real = (int_value - zp) * scale;

      auto real_int = absl::bit_cast<int32_t>(real);
      return APInt(/*numBits=*/32, real_int);
    };

    auto dequant_values =
        mlir::cast<DenseIntOrFPElementsAttr>(input_values)

                }
            }

            is KtBinaryExpressionWithTypeRHS -> {
                val typeReference = parentExpression.right
                if (KtPsiUtil.isCast(parentExpression) && typeReference != null) {
                    val bindingContext = analysisContext.analyze(typeReference)
                    var kotlinType = bindingContext[BindingContext.TYPE, typeReference]

                    DenseIntElementsAttr& shape) {
  Type type = val_bcast.getType();
  Type elem_type = getElementTypeOrSelf(type);
  // Xla's all_reduce legalizer bitcasts to 32 bits, so only
  // element types size <= 4 bytes are supported.
  if (elem_type.isBF16() || elem_type.isF16() || elem_type.isTF32() ||
      elem_type.isF32()) {
    zero = builder.getFloatAttr(elem_type, 0);

	github.com/fsnotify/fsnotify v1.5.4 // indirect
	github.com/fzipp/gocyclo v0.6.0 // indirect
	github.com/ghostiam/protogetter v0.3.4 // indirect
	github.com/go-critic/go-critic v0.11.1 // indirect
	github.com/go-toolsmith/astcast v1.1.0 // indirect
	github.com/go-toolsmith/astcopy v1.1.0 // indirect
	github.com/go-toolsmith/astequal v1.2.0 // indirect
	github.com/go-toolsmith/astfmt v1.1.0 // indirect
	github.com/go-toolsmith/astp v1.1.0 // indirect