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

Log a custom x-axis value alongside your metrics and select it in the chart editor.

To log specific metrics in each batch and standardize plots, log the desired x-axis values alongside the metrics. In the custom plots, click edit and select a custom x-axis.

import wandb

with wandb.init() as run:
    run.log({"batch": batch_idx, "loss": 0.3})
    run.log({"epoch": epoch, "val_acc": 0.94})

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Experiments Metrics