return false;
    }
  }
  return true;
}

// Returns the tensor type created from the `shape_attr` and `type_attr`
// attributes.
Type GetType(Attribute shape_attr, Attribute type_attr) {
  auto shape = mlir::cast<tf_type::ShapeAttr>(shape_attr);
  auto type = mlir::cast<TypeAttr>(type_attr);
  if (shape.hasRank())
    return tensorflow::GetTypeFromTFTensorShape(shape.getShape(),

    type_attr = attr_value_pb2.AttrValue(type=types_pb2.DT_QINT8)
    if quantize:
      self.assertTrue(
          self._contains_op(output_graphdef, 'Const', 'dtype', type_attr)
      )
    else:
      self.assertFalse(
          self._contains_op(output_graphdef, 'Const', 'dtype', type_attr)
      )

  @parameterized.named_parameters(

    // determined while going through quantization passes.
    OptionalAttr<TypeAttr>:$input_to_input_intermediate,
    OptionalAttr<TypeAttr>:$input_to_forget_intermediate,
    OptionalAttr<TypeAttr>:$input_to_cell_intermediate,
    OptionalAttr<TypeAttr>:$input_to_output_intermediate,
    OptionalAttr<TypeAttr>:$effective_hidden_scale_intermediate
  );

  let results = (outs AnyTensor:$output);

			ctxt.Diag("offset too large in %s", p)
		}
	}
	v := int32(a.Offset)
	rel.Siz = 0

	switch a.Type {
	case obj.TYPE_ADDR:
		if a.Name == obj.NAME_NONE {
			ctxt.Diag("unexpected TYPE_ADDR with NAME_NONE")
		}
		if a.Index == REG_TLS {
			ctxt.Diag("unexpected TYPE_ADDR with index==REG_TLS")
		}
		goto bad

	case obj.TYPE_REG:
		const regFirst = REG_AL
		const regLast = REG_Z31

    // Const op can have a result of dynamic shaped type (e.g. due to constant
    // folding), but we can still derive the shape of a constant tensor for
    // its attribute type.
    auto tensor_attr = mlir::cast<mlir::TypedAttr>(inst->getAttr("value"));
    llvm::ArrayRef<int64_t> shape_ref =
        mlir::cast<TensorType>(tensor_attr.getType()).getShape();
    if (mlir::failed(check_shape(shape_ref))) return std::nullopt;

		if f64 == 0 {
			if math.Signbit(f64) {
				return C_S16CON
			}
			return C_ZCON
		}
		log.Fatalf("Unexpected nonzero FCONST operand %v", a)

	case obj.TYPE_CONST,
		obj.TYPE_ADDR:
		switch a.Name {
		case obj.NAME_NONE:
			c.instoffset = a.Offset
			if a.Reg != 0 {
				if -BIG <= c.instoffset && c.instoffset < BIG {
					return C_SACON
				}
				if isint32(c.instoffset) {

			return oregclass(c.instoffset)
		}
		return C_GOK

	case obj.TYPE_FCONST:
		return C_FCON

	case obj.TYPE_TEXTSIZE:
		return C_TEXTSIZE

	case obj.TYPE_CONST, obj.TYPE_ADDR:
		switch a.Name {
		case obj.NAME_NONE:
			c.instoffset = a.Offset
			if a.Reg != 0 && a.Reg != REGZERO {
				break
			}
			v := c.instoffset
			if v == 0 {
				return C_ZCON
			}