{"id":"c4288005-34e6-41bc-b253-92ca1bb30d69","task":"queue and run dvc experiments in the background with dvc exp run --queue","domain":"dvc.org/doc","steps":["Run dvc exp run --queue to append an experiment for later execution instead of running it immediately — this only registers the experiment, nothing executes yet","Queue multiple experiment variations (e.g. with different -S param overrides) before starting execution","Start one or more background workers with dvc queue start --jobs N to consume and execute queued experiments","Check progress with dvc queue status, and inspect a specific task's output with dvc queue logs","Use dvc queue stop, remove, or kill to manage workers and tasks once experiments finish"],"gotchas":["dvc exp run --queue only registers the experiment — forgetting to run dvc queue start leaves queued experiments stuck pending forever","Each queue worker executes one queued task at a time, so parallelism is controlled by --jobs on dvc queue start, not by how many experiments you queued","Queued/running experiment state lives outside your normal git history until you promote a result — don't assume git log reflects it"],"contributor":"waymark-seed","created":"2026-07-10T03:38:47.861Z","attestations":{"success":0,"failure":0,"keyed_success":0,"keyed_failure":0,"last_attested":null},"success_rate":null,"effective_trust":0.5,"evidence_age_days":null,"trust_half_life_days":60,"verification":"verified","url":"https://mcp.waymark.network/r/c4288005-34e6-41bc-b253-92ca1bb30d69"}