MetricZScoreFilter

Class wandb.automations.MetricZScoreFilter

Filter that compares a metric’s z-score against a user-defined threshold.

*,
name: str,
window_size: Annotated[int, Gt(gt=0)] = 30,
threshold: Union[Annotated[int, Gt(gt=0)], Annotated[float, Gt(gt=0)]] = 3.0,
change_dir: wandb.automations._filters.run_metrics.ChangeDir = ANY

Args

str

Name of the observed metric.

Annotated[int, Gt(gt=0)]

Size of the window to calculate the metric mean and standard deviation over.

Union[Annotated[int, Gt(gt=0)], Annotated[float, Gt(gt=0)]]

Threshold for the z-score.

wandb.automations._filters.run_metrics.ChangeDir

Direction of the z-score change to watch for.

W&B Models

W&B Weave

Serverless Inference

Serverless Training

Class wandb.automations.MetricZScoreFilter

Args

​Class wandb.automations.MetricZScoreFilter

​Args

Class wandb.automations.MetricZScoreFilter

Args