# ${generated_comment}
# mypy: disable-error-code="type-arg"
# mypy: allow-untyped-defs
# ruff: noqa: F401,PYI054

from collections.abc import Sequence
from types import EllipsisType
from typing import Any, Callable, Literal, overload, TypeVar

import torch
from torch import (
    contiguous_format,
    Generator,
    inf,
    memory_format,
    strided,
    SymInt,
    Tensor,
)
from torch._prims_common import DeviceLikeType
from torch.types import (
    _bool,
    _complex,
    _device,
    _dtype,
    _float,
    _int,
    _layout,
    _qscheme,
    _size,
    Device,
    Number,
)

${all_directive}

${function_hints}