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Enable training with Tensorboard tracking #209

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Merged
merged 13 commits into from
Jan 24, 2023
Merged

Enable training with Tensorboard tracking #209

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01f7ba0
pass logging_dir from config
Jan 21, 2023
76e82e2
test tensorboard tracker
Jan 21, 2023
848a80b
single tracker string in config
Jan 21, 2023
52e1a30
specify ini_trackers_kwargs for wandb only
Jan 21, 2023
63180a3
added workaround to avoid nested dicts with tensorboard
Jan 22, 2023
650b986
tracker and logging_dir config values optional
Jan 22, 2023
343e2e2
validate tracker before init_trackers
Jan 22, 2023
86f3391
merged 2 lines for flat logging dir
Jan 22, 2023
fcb49fe
removed accidentally commited tensorboard files
Jan 22, 2023
342bc0c
Formatting
Jan 23, 2023
7650a13
use flatten_dict to log with tensorboard
Jan 23, 2023
1574227
added back comments
Jan 23, 2023
1e2beeb
fixed typo
Jan 24, 2023
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6 changes: 4 additions & 2 deletions trlx/trainer/accelerate_base_trainer.py
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Original file line number Diff line number Diff line change
Expand Up @@ -101,8 +101,10 @@ def __init__(self, config, **kwargs):
config=config_dict,
init_kwargs=init_trackers_kwargs,
)
else:
config_dict_flat = flatten_dict(config_dict)
else: # only other suppoert tracker is tensorboard
config_dict_flat = flatten_dict(
config_dict
) # flatten config for tensorboard, split list in hparams into flatten config
config_dict_flat["optimizer/kwargs/beta_1"] = config_dict_flat[
"optimizer/kwargs/betas"
][0]
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