const std::string tf_op_full_name = absl::StrCat("tf.", node_def.op());
  mlir::OperationState op_state(loc, tf_op_full_name);
  op_state.addOperands(func.getArguments());
  op_state.addTypes(output_tys);
  op_state.addAttributes(attrs);
  mlir::Operation* tf_op = op_builder.create(op_state);
  op_builder.create<mlir::func::ReturnOp>(loc, tf_op->getResults());

  // Run the decompose passes on the module