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| author | yurenh <blackhao0426@gmail.com> | 2026-08-31 18:34:12 -0500 |
|---|---|---|
| committer | yurenh <blackhao0426@gmail.com> | 2026-08-31 18:34:12 -0500 |
| commit | b270eb58e22deb9f6a1c5342db41d531232ded0d (patch) | |
| tree | 9829b9b32e7c76b0ce6f8863c25eb58f581f66a0 /README.md | |
| parent | f68f6b00f047d9412113d7c2627bd7f6e96f2d62 (diff) | |
results flow: collect.py (node-side bundle) + plot_ladder.py (gap-vs-scale analysis)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01GkgLsACEF6CCP7EUfA5fZe
Diffstat (limited to 'README.md')
| -rw-r--r-- | README.md | 10 |
1 files changed, 10 insertions, 0 deletions
@@ -43,3 +43,13 @@ query path; forward differences (n+1 instead of 2n queries) as a cheaper biased ## Citation Paper in preparation ("Backpropagation Without Jacobians"); see the main zobp research repo for the method, theory and part-1/part-3 results. License: Apache-2.0. + +## After the runs (results flow) +Checkpoints stay on the node (`runs/` is gitignored). Collect the small JSONL logs and push them back: +``` +python scripts/collect.py --runs runs --out results/h200node1 +git add results && git commit -m "ladder results" && git push +``` +Analysis (anywhere): `python scripts/plot_ladder.py --results results/h200node1` -> per-run table, loss +curves, and the gap-vs-scale figure (the paper's part-2 headline). If a specific checkpoint is needed for +the estimator audits, scp just that `runs/<name>/ckpt.pt`. |