mschoi/ai-rfm
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Log research-level failed attempts K-M.

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Record outcomes for terminal-consistency and decoupled-head architecture experiments, including the near-best no-terminal variant, while keeping best-practice baseline unchanged.

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demian3b
2026-04-16 17:54:09 +09:00
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@@ -63,3 +63,6 @@ This repository is intentionally pinned to CUDA 12.6 PyTorch wheels and matching
- 2026-04-16: Improved attempt H (same weighted config, `seed=1`) reached `mean_rmsd_100=2.461592` (improved from `2.505556`).
- 2026-04-16: Failed attempt I (same weighted config, `seed=2`) reached `mean_rmsd_100=2.590216`; no commit.
- 2026-04-16: Failed attempt J (same weighted config, `seed=3`) reached `mean_rmsd_100=2.554448`; no commit.
- 2026-04-16: Failed attempt K (research-level: added terminal-consistency auxiliary loss from `x_t` to `x_1`) reached `mean_rmsd_100=2.722863`; no commit.
- 2026-04-16: Failed attempt L (research-level: decoupled architecture with centered-coordinate trunk + separate translation head, with terminal auxiliary term) reached `mean_rmsd_100=2.637292`; no commit.
- 2026-04-16: Failed attempt M (research-level: decoupled centered-coordinate architecture only, no terminal auxiliary term) reached `mean_rmsd_100=2.479326`; close to best but no commit.