# ${generated_comment}

from torch import Tensor, Generator, strided, memory_format, contiguous_format, strided, inf
from typing import List, Tuple, Optional, Union, Any, ContextManager, Callable, overload, Iterator, NamedTuple, Sequence, Literal, TypeVar

from torch.types import _int, _float, _bool, Number, _dtype, _device, _qscheme, _size, _layout, SymInt, Device
import torch

import builtins

${function_hints}

${all_directive}