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ColossalAI/applications/ColossalChat/coati/ray/callbacks/base.py

66 lines
1.2 KiB

from abc import ABC
from coati.experience_maker import Experience
class TrainerCallback(ABC):
"""
Base callback class. It defines the interface for callbacks.
"""
def on_fit_start(self) -> None:
pass
def on_fit_end(self) -> None:
pass
def on_episode_start(self, episode: int) -> None:
pass
def on_episode_end(self, episode: int) -> None:
pass
def on_epoch_start(self, epoch: int) -> None:
pass
def on_epoch_end(self, epoch: int) -> None:
pass
def on_batch_start(self) -> None:
pass
def on_batch_end(self, metrics: dict, experience: Experience) -> None:
pass
def on_update_start(self) -> None:
pass
def on_update_end(self) -> None:
pass
class MakerCallback(ABC):
def on_loop_start(self) -> None:
pass
def on_loop_end(self) -> None:
pass
def on_make_experience_start(self) -> None:
pass
def on_make_experience_end(self, experience: Experience) -> None:
pass
def on_send_start(self) -> None:
pass
def on_send_end(self) -> None:
pass
def on_batch_start(self) -> None:
pass
def on_batch_end(self) -> None:
pass