AstrAI/astrai/protocols.py

22 lines
598 B
Python

"""Training component protocols — structural subtyping for optimizer/scheduler wrappers."""
from typing import Any, Protocol, runtime_checkable
@runtime_checkable
class OptimizerProtocol(Protocol):
def step(self, closure=None): ...
def zero_grad(self): ...
@property
def param_groups(self) -> Any: ...
def state_dict(self) -> dict: ...
def load_state_dict(self, d: dict): ...
@runtime_checkable
class SchedulerProtocol(Protocol):
def step(self): ...
def state_dict(self) -> dict: ...
def load_state_dict(self, d: dict): ...
def get_last_lr(self): ...