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23 changes: 21 additions & 2 deletions scripts/model_comparison/yolo_baseline/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -214,9 +214,28 @@ protocol governs the results that will replace that note.

## Where the weights live

`best.pt` files are **not** in git. Durable homes:
`best.pt` files are **not** in git. Durable home:

_TODO — stage to Hugging Face (`projectsidewalk/…`) or lab storage and record the URL here._
**`/gscratch/makelab/jonf/rampnet_yolo_baseline_51`** on Hyak (klone) — lab storage, *not*
`/gscratch/scrubbed`, so it sits outside the ~21-day auto-purge that motivated this record.
1.8 GB total; each arm directory holds `best.pt`, `last.pt`, `args.yaml`, `results.csv`.

`MANIFEST.md` in that directory records the snapshot time, the Slurm job↔config map, the
per-arm epoch/mAP state at snapshot, and a **sha256 for all 10 `.pt` files**, verified
against source at copy time.

Two caveats that matter before quoting anything off it:

- **It is a point-in-time snapshot taken 2026-07-29T20:51Z, while all five arms were still
training** — not a live mirror. The arms have advanced since (`y11l_pano` 13 → 15 epochs,
`y26_pano` 18 → 20, checked 2026-07-30). Re-snapshot before treating it as final; until
then `/gscratch/scrubbed/jfroehli/yolo_runs/<arm>/results.csv` is the live source.
- **The `y26_tiles_l40s` fork is not in it.** That arm was created after the snapshot
(Slurm 37889646, forked to a dedicated `gpu-l40s` node on 2026-07-29 to escape the ckpt
preemption ceiling) and needs adding on the next pass.

Staging to Hugging Face is still worth doing for external reproducibility, but is no longer
the only thing standing between these weights and the scratch purge.

Keep **every** run's `best.pt`, including the ones that collapsed. An earlier version of
this record called those non-reportable epoch-1 artifacts and proposed letting them expire;
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