MetricChangeFilter

Class wandb.automations.MetricChangeFilter

Filter that compares a change in a metric value to a user-defined threshold. The change is calculated over “tumbling” windows, i.e. the difference between the current window and the non-overlapping prior window.

*,
name: str,
agg_op: wandb.automations._filters.run_metrics.Agg | None = None,
current_window_size: Annotated[int, Gt(gt=0)] = 1,
cmp: NoneType = None,
change_amount: Union[Annotated[int, Gt(gt=0)], Annotated[float, Gt(gt=0)]],
prior_window_size: Annotated[int, Gt(gt=0)] = <factory>,
change_type: wandb.automations._filters.run_metrics.ChangeType,
change_dir: wandb.automations._filters.run_metrics.ChangeDir

Args

str

wandb.automations._filters.run_metrics.Agg | None

Annotated[int, Gt(gt=0)]

NoneType

Ignored.

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

Annotated[int, Gt(gt=0)]

Size of the “prior” metric aggregation window (ignored if agg is None).If omitted, defaults to the size of the current window.

wandb.automations._filters.run_metrics.ChangeType

wandb.automations._filters.run_metrics.ChangeDir

W&B Models

W&B Weave

Serverless Inference

Serverless Training

Class wandb.automations.MetricChangeFilter

Args

​Class wandb.automations.MetricChangeFilter

​Args

Class wandb.automations.MetricChangeFilter

Args