mlir::mhlo::registerAllMhloDialects(registry);
  mlir::stablehlo::registerAllDialects(registry);
  mlir::MLIRContext context(registry);
  mlir::OwningOpRef<mlir::ModuleOp> mlir_module;
  TF_RETURN_IF_ERROR(
      DeserializeMlirModule(computation.mlir_module, &context, &mlir_module));
  if (!mlir::SetTPUInfeedLayout(mlir_module))
    return errors::Internal("Failed to set layouts attribute");

  TF_ASSIGN_OR_RETURN(
      auto compiled_mlir,

  DialectRegistry mlir_registry;
  RegisterAllTensorFlowDialects(mlir_registry);
  context->appendDialectRegistry(mlir_registry);
  OwningOpRef<ModuleOp> mlir_module;
  auto status =
      tensorflow::DeserializeMlirModule(string, context, &mlir_module);
  if (!status.ok()) {
    return status;
  }
  return mlir_module;
}

std::string GetDevice(Operation* op) {
  auto device_attr = op->getAttrOfType<StringAttr>("device");