Skip to content

Fix W&B run name #30462

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
qubvel merged 3 commits into from
May 3, 2024
Merged

Fix W&B run name #30462

Show file tree
Hide file tree
Changes from 2 commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
4337701
Remove comparison to output_dir
qubvel Apr 24, 2024
5d3bdc3
Update docs for `run_name`
qubvel Apr 26, 2024
2510d3c
Add warning
qubvel Apr 29, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
5 changes: 2 additions & 3 deletions src/transformers/integrations/integration_utils.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -762,9 +762,8 @@ def setup(self, args, state, model, **kwargs):
if trial_name is not None:
init_args["name"] = trial_name
init_args["group"] = args.run_name
else:
if not (args.run_name is None or args.run_name == args.output_dir):
init_args["name"] = args.run_name
elif args.run_name is not None:
init_args["name"] = args.run_name

@parambharat parambharat Apr 29, 2024 •
edited
Loading

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Hi @qubvel : One suggestion. Since this is changing the expectation for some W&B users can we add the following warning?

self._wandb.termwarn("Please set `TrainingArguments.run_name` to specify the W&B run name. If unset, `TrainingArguments.output_dir` will be used by default.", repeat=False)

@qubvel qubvel Apr 29, 2024

Copy link
Copy Markdown
Contributor Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Ok, added with a bit different wording:

self._wandb.termwarn(
   "The `run_name` is currently set to the same value as `TrainingArguments.output_dir`. If this was "
   "not intended, please specify a different run name by setting the `TrainingArguments.run_name` parameter.",
   repeat=False,
)


if self._wandb.run is None:
self._wandb.init(
Expand Down
4 changes: 2 additions & 2 deletions src/transformers/training_args.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -417,9 +417,9 @@ class TrainingArguments:
the past hidden states for their predictions. If this argument is set to a positive int, the `Trainer` will
use the corresponding output (usually index 2) as the past state and feed it to the model at the next
training step under the keyword argument `mems`.
run_name (`str`, *optional*):
run_name (`str`, *optional*, defaults to `output_dir`):
A descriptor for the run. Typically used for [wandb](https://www.wandb.com/) and
[mlflow](https://www.mlflow.org/) logging.
[mlflow](https://www.mlflow.org/) logging. If not specified, will be the same as `output_dir`.
disable_tqdm (`bool`, *optional*):
Whether or not to disable the tqdm progress bars and table of metrics produced by
[`~notebook.NotebookTrainingTracker`] in Jupyter Notebooks. Will default to `True` if the logging level is
Expand Down