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# ${generated_comment}
# mypy: disable-error-code="type-arg"
# mypy: allow-untyped-defs
import builtins
from typing import (
Any,
Callable,
ContextManager,
Iterator,
List,
Literal,
NamedTuple,
Optional,
overload,
Sequence,
Tuple,
TypeVar,
Union,
)
import torch
from torch import contiguous_format, Generator, inf, memory_format, strided, SymInt, Tensor
from torch.types import (
_bool,
_complex,
_device,
_dtype,
_float,
_int,
_layout,
_qscheme,
_size,
Device,
Number,
)
from torch._prims_common import DeviceLikeType
${function_hints}
${all_directive}
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