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Summary: Added stubs for: * The `device` module * The `cuda` module * Parts of the `optim` module * Began adding stubs for the `autograd` module. I'll annotate more later but `no_grad` and friends are probably the most used exports from it so it seemed like a good place to start. This would close #16996, although comments on that issue reference other missing stubs so maybe it's worth keeping open as an umbrella issue. The big remaining missing package is `nn`. Also added a `py.typed` file so mypy will pick up on the type stubs. That closes #17639. Pull Request resolved: https://github.com/pytorch/pytorch/pull/18511 Differential Revision: D14715053 Pulled By: ezyang fbshipit-source-id: 9e4882ac997063650e6ce47604b3eaf1232c61c9
13 lines
467 B
Python
13 lines
467 B
Python
from typing import Iterable, Union, Callable, Optional
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from .. import Tensor
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_params_t = Union[Iterable[Tensor], dict]
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class Optimizer:
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def __init__(self, params: _params_t) -> None: ...
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def state_dict(self) -> dict: ...
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def load_state_dict(self, state_dict: dict) -> None: ...
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def zero_grad(self) -> None: ...
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def step(self, closure: Optional[Callable[[], float]]=...) -> None: ...
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def add_param_group(self, param_group: dict) -> None: ...
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