Metrics

Can I just log metrics, no code or dataset examples?

By default, W B does not log dataset examples. By default, W …

Can I log metrics on two different time scales?

For example, I want to log training accuracy per batch and v …

How can I change how frequently to log system metrics?

To configure the frequency to log system metrics (/models/re …

How can I disable logging of system metrics to W&B?

To disable logging of system metrics (/models/ref/python/exp …

How can I log additional metrics after a run completes?

There are several ways to manage experiments. For complex wo …

How can I overwrite the logs from previous steps?

To overwrite logs from previous steps, use forking (/models/ …

How often are system metrics collected?

Metrics collect by default every 10 seconds. For higher reso …

Is it possible to plot the max of a metric rather than plot step by step?

Create a scatter plot of the metric. Open the Edit menu and …

Is it possible to save metrics offline and sync them to W&B later?

By default, wandb.init starts a process that syncs metrics i …

Optimizing multiple metrics

To optimize multiple metrics in a single run, use a weighted …

What if I want to log some metrics on batches and some metrics only on epochs?

To log specific metrics in each batch and standardize plots, …

Why am I seeing fewer data points than I logged?

When visualizing metrics against an X-axis other than Step , …