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ultralytics 8.2.40 refactor HUB code into callbacks (#13896)

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Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
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Glenn Jocher 2024-06-23 14:52:12 +02:00 • committed by GitHub
parent 3df9d278dc
commit c636fe0f35
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8 changed files with 75 additions and 57 deletions
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11
ultralytics/utils/callbacks/hub.py
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@ -3,8 +3,14 @@
import json
from time import time
from ultralytics.hub.utils import HUB_WEB_ROOT, PREFIX, events
from ultralytics.utils import LOGGER, SETTINGS
from ultralytics.hub import HUB_WEB_ROOT, PREFIX, HUBTrainingSession, events
from ultralytics.utils import LOGGER, RANK, SETTINGS
def on_pretrain_routine_start(trainer):
"""Create a remote Ultralytics HUB session to log local model training."""
if RANK in {-1, 0} and SETTINGS["hub"] is True and not getattr(trainer, "hub_session", None):
trainer.hub_session = HUBTrainingSession.create_session(trainer.args.model, trainer.args)
def on_pretrain_routine_end(trainer):
@ -91,6 +97,7 @@ def on_export_start(exporter):
callbacks = (
{
"on_pretrain_routine_start": on_pretrain_routine_start,
"on_pretrain_routine_end": on_pretrain_routine_end,
"on_fit_epoch_end": on_fit_epoch_end,
"on_model_save": on_model_save,