Auto-sync: 2026-06-30 03:27:59 (part 2)
Browse files- results/h16_policy_ckpt_near_miss_policy_bc5_bestpt_retrieval_residual_k4_composemasked_dropnmnoop_grid035040045_safe_margin0p20_noopbonus0p03_oraclek8trace_summary.json +1653 -0
- results/h16_policy_ckpt_near_miss_policy_bc5_bestpt_retrieval_residual_k4_composemasked_dropnmnoop_grid035040045_safe_margin0p20_noopbonus0p03_oraclek8trace_summary.md +30 -0
results/h16_policy_ckpt_near_miss_policy_bc5_bestpt_retrieval_residual_k4_composemasked_dropnmnoop_grid035040045_safe_margin0p20_noopbonus0p03_oraclek8trace_summary.json
ADDED
|
@@ -0,0 +1,1653 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"run_root": "/scratch/knguy52/dovla/experiments/dovla_h16_policy_ckpt_runs",
|
| 3 |
+
"objective": "near_miss_policy_bc5",
|
| 4 |
+
"out_name": "policy_rollout_retrieval_residual_k4_composemasked_dropnmnoop_grid035040045_safe_margin0p20_noopbonus0p03_oraclek8trace.json",
|
| 5 |
+
"num_completed": 3,
|
| 6 |
+
"baseline_h4_policy_success": 0.2967,
|
| 7 |
+
"baseline_h16_rank_checkpoint_success": 0.29739130434782607,
|
| 8 |
+
"mean_success": 0.3565217391304348,
|
| 9 |
+
"std_success": 0.012173913043478276,
|
| 10 |
+
"mean_progress": 0.571575072284851,
|
| 11 |
+
"mean_action_mse_to_best": 0.4063519326314006,
|
| 12 |
+
"gain_vs_h4": 0.05982173913043476,
|
| 13 |
+
"gain_vs_h16_rank_checkpoint": 0.05913043478260871,
|
| 14 |
+
"rows": [
|
| 15 |
+
{
|
| 16 |
+
"seed": 0,
|
| 17 |
+
"path": "/scratch/knguy52/dovla/experiments/dovla_h16_policy_ckpt_runs/near_miss_policy_bc5/seed_0/policy_rollout_retrieval_residual_k4_composemasked_dropnmnoop_grid035040045_safe_margin0p20_noopbonus0p03_oraclek8trace.json",
|
| 18 |
+
"num_groups": 575,
|
| 19 |
+
"selection_mode": "retrieval_residual",
|
| 20 |
+
"num_candidates": 48,
|
| 21 |
+
"candidate_sigma": 0.0,
|
| 22 |
+
"selection_margin": 0.2,
|
| 23 |
+
"prepend_policy_candidate": false,
|
| 24 |
+
"field_optim_steps": 0,
|
| 25 |
+
"field_optim_step_size": 0.0,
|
| 26 |
+
"field_optim_trust_radius": 0.0,
|
| 27 |
+
"field_optim_l2_penalty": 0.0,
|
| 28 |
+
"retrieval_neighbors": 4,
|
| 29 |
+
"retrieval_metric": "raw",
|
| 30 |
+
"retrieval_type_min_success": 0.0,
|
| 31 |
+
"retrieval_type_success_bonus_scale": 0.0,
|
| 32 |
+
"retrieval_residual_consensus_penalty_scale": 0.0,
|
| 33 |
+
"retrieval_residual_min_source_progress": 0.0,
|
| 34 |
+
"retrieval_residual_min_source_advantage": -1000000000.0,
|
| 35 |
+
"retrieval_residual_source_progress_bonus_scale": 0.0,
|
| 36 |
+
"retrieval_residual_source_score_bonus_scale": 0.0,
|
| 37 |
+
"retrieval_residual_source_advantage_bonus_scale": 0.0,
|
| 38 |
+
"retrieval_residual_composite_l2_penalty_scale": 0.0,
|
| 39 |
+
"retrieval_residual_scale": 1.0,
|
| 40 |
+
"retrieval_residual_scales": [
|
| 41 |
+
0.35,
|
| 42 |
+
0.4,
|
| 43 |
+
0.45
|
| 44 |
+
],
|
| 45 |
+
"retrieval_residual_anchor": "expert",
|
| 46 |
+
"retrieval_residual_direction": "candidate_minus_anchor",
|
| 47 |
+
"retrieval_residual_reduce": "compose_mean_by_type",
|
| 48 |
+
"lattice_exclude_types": [
|
| 49 |
+
"residual_random_negative",
|
| 50 |
+
"residual_wrong_direction",
|
| 51 |
+
"residual_near_miss+residual_no_op"
|
| 52 |
+
],
|
| 53 |
+
"candidate_type_bonuses": {
|
| 54 |
+
"residual_no_op": 0.03
|
| 55 |
+
},
|
| 56 |
+
"candidate_type_bonus_components": false,
|
| 57 |
+
"candidate_oracle_rollouts": 8,
|
| 58 |
+
"candidate_oracle_unique_tolerance": 1e-06,
|
| 59 |
+
"candidate_oracle_success_rate": 0.4226086956521739,
|
| 60 |
+
"candidate_oracle_progress": 0.6335964845250482,
|
| 61 |
+
"candidate_oracle_score": 1.056205180177222,
|
| 62 |
+
"candidate_oracle_regret": 0.7471866000800029,
|
| 63 |
+
"candidate_oracle_score_gain_over_selected": 0.1563077125147633,
|
| 64 |
+
"candidate_oracle_unique_count": 8.0,
|
| 65 |
+
"candidate_oracle_improvement_rate": 0.4643478260869565,
|
| 66 |
+
"candidate_oracle_selected_branch_success_rate": 0.3443478260869565,
|
| 67 |
+
"candidate_oracle_selected_branch_progress": 0.555549641262497,
|
| 68 |
+
"candidate_oracle_type_counts": {
|
| 69 |
+
"retrieval_residual_policy_residual": 280,
|
| 70 |
+
"retrieval_residual_residual_near_miss": 71,
|
| 71 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 31,
|
| 72 |
+
"retrieval_residual_residual_no_op": 57,
|
| 73 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 31,
|
| 74 |
+
"retrieval_residual_residual_wrong_gripper": 105
|
| 75 |
+
},
|
| 76 |
+
"candidate_oracle_best_branch_rank": 2.897391304347826,
|
| 77 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 78 |
+
"1": 308,
|
| 79 |
+
"2": 55,
|
| 80 |
+
"3": 27,
|
| 81 |
+
"4": 25,
|
| 82 |
+
"5": 38,
|
| 83 |
+
"6": 33,
|
| 84 |
+
"7": 33,
|
| 85 |
+
"8": 56
|
| 86 |
+
},
|
| 87 |
+
"candidate_oracle_branch_success_rates": [
|
| 88 |
+
0.3443478260869565,
|
| 89 |
+
0.27652173913043476,
|
| 90 |
+
0.2678260869565217,
|
| 91 |
+
0.2608695652173913,
|
| 92 |
+
0.24869565217391304,
|
| 93 |
+
0.25043478260869567,
|
| 94 |
+
0.2382608695652174,
|
| 95 |
+
0.24347826086956523
|
| 96 |
+
],
|
| 97 |
+
"candidate_oracle_branch_progress": [
|
| 98 |
+
0.555549641262497,
|
| 99 |
+
0.5051648186503546,
|
| 100 |
+
0.4910595580579146,
|
| 101 |
+
0.47653248145801785,
|
| 102 |
+
0.47251200093199375,
|
| 103 |
+
0.4663440991895597,
|
| 104 |
+
0.45487754681674036,
|
| 105 |
+
0.45191995076511216
|
| 106 |
+
],
|
| 107 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 108 |
+
0.0,
|
| 109 |
+
-0.1182109091669807,
|
| 110 |
+
-0.1410118218653066,
|
| 111 |
+
-0.16249542015614798,
|
| 112 |
+
-0.1786898131247448,
|
| 113 |
+
-0.18311858458140784,
|
| 114 |
+
-0.20675905063586392,
|
| 115 |
+
-0.20449925440282601
|
| 116 |
+
],
|
| 117 |
+
"selected_residual_scale_counts": {
|
| 118 |
+
"0.35": 536,
|
| 119 |
+
"0.45": 35,
|
| 120 |
+
"0.4": 4
|
| 121 |
+
},
|
| 122 |
+
"policy_rollout_success_rate": 0.35130434782608694,
|
| 123 |
+
"policy_rollout_progress": 0.5579317773906919,
|
| 124 |
+
"oracle_success_rate": 0.8573913043478261,
|
| 125 |
+
"action_mse_to_best": 0.3930192190424904,
|
| 126 |
+
"best_policy_val": {
|
| 127 |
+
"bc_loss": 0.13721593966086706,
|
| 128 |
+
"field_effect_loss": 0.009290305380192068,
|
| 129 |
+
"field_potential_loss": 0.2666468388504452,
|
| 130 |
+
"field_preference_loss": 0.5130573478009965,
|
| 131 |
+
"lattice_edges": 3833.3333333333335,
|
| 132 |
+
"progress_mae": 0.1933159919248687,
|
| 133 |
+
"rank_acc": 0.8265031774838766,
|
| 134 |
+
"rank_loss": 0.5130523675017886,
|
| 135 |
+
"regret_mae": 0.3756548762321472,
|
| 136 |
+
"success_accuracy": 0.8773836526605818,
|
| 137 |
+
"total_loss": 1.5581054819954767
|
| 138 |
+
},
|
| 139 |
+
"per_task": {
|
| 140 |
+
"LiftPegUpright-v1": {
|
| 141 |
+
"action_mse_to_best": 0.3206862742465335,
|
| 142 |
+
"candidate_oracle_best_branch_rank": 2.3608247422680413,
|
| 143 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 144 |
+
"1": 66,
|
| 145 |
+
"2": 8,
|
| 146 |
+
"3": 1,
|
| 147 |
+
"5": 5,
|
| 148 |
+
"6": 6,
|
| 149 |
+
"7": 5,
|
| 150 |
+
"8": 6
|
| 151 |
+
},
|
| 152 |
+
"candidate_oracle_branch_progress": [
|
| 153 |
+
0.5664646868238744,
|
| 154 |
+
0.4579822413392903,
|
| 155 |
+
0.4301517455233741,
|
| 156 |
+
0.3987354222953934,
|
| 157 |
+
0.42038861208969786,
|
| 158 |
+
0.41464757089762344,
|
| 159 |
+
0.39656632124763175,
|
| 160 |
+
0.4040209738556872
|
| 161 |
+
],
|
| 162 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 163 |
+
0.0,
|
| 164 |
+
-0.19095667152060675,
|
| 165 |
+
-0.2084778892932479,
|
| 166 |
+
-0.2398942132893297,
|
| 167 |
+
-0.2491688565495088,
|
| 168 |
+
-0.23429133996521076,
|
| 169 |
+
-0.2523725886934811,
|
| 170 |
+
-0.23460866096093483
|
| 171 |
+
],
|
| 172 |
+
"candidate_oracle_branch_scores": [
|
| 173 |
+
0.7829595321846992,
|
| 174 |
+
0.5920028598959913,
|
| 175 |
+
0.5744816424305906,
|
| 176 |
+
0.5430653192026099,
|
| 177 |
+
0.5337906739453679,
|
| 178 |
+
0.5486681894543245,
|
| 179 |
+
0.5305869398043328,
|
| 180 |
+
0.5483508707629037
|
| 181 |
+
],
|
| 182 |
+
"candidate_oracle_branch_success_rates": [
|
| 183 |
+
0.21649484536082475,
|
| 184 |
+
0.13402061855670103,
|
| 185 |
+
0.14432989690721648,
|
| 186 |
+
0.14432989690721648,
|
| 187 |
+
0.1134020618556701,
|
| 188 |
+
0.13402061855670103,
|
| 189 |
+
0.13402061855670103,
|
| 190 |
+
0.14432989690721648
|
| 191 |
+
],
|
| 192 |
+
"candidate_oracle_improvement_rate": 0.31958762886597936,
|
| 193 |
+
"candidate_oracle_progress": 0.5859934114611026,
|
| 194 |
+
"candidate_oracle_regret": 1.0799096815057636,
|
| 195 |
+
"candidate_oracle_restore_max_error": 4.76837158203125e-07,
|
| 196 |
+
"candidate_oracle_score": 0.8231068135229582,
|
| 197 |
+
"candidate_oracle_score_gain_over_selected": 0.040147280570158025,
|
| 198 |
+
"candidate_oracle_selected_branch_progress": 0.5664646868238744,
|
| 199 |
+
"candidate_oracle_selected_branch_success_rate": 0.21649484536082475,
|
| 200 |
+
"candidate_oracle_success_rate": 0.23711340206185566,
|
| 201 |
+
"candidate_oracle_type_counts": {
|
| 202 |
+
"retrieval_residual_policy_residual": 65,
|
| 203 |
+
"retrieval_residual_residual_near_miss": 14,
|
| 204 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 6,
|
| 205 |
+
"retrieval_residual_residual_no_op": 1,
|
| 206 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 2,
|
| 207 |
+
"retrieval_residual_residual_wrong_gripper": 9
|
| 208 |
+
},
|
| 209 |
+
"candidate_oracle_unique_count": 8.0,
|
| 210 |
+
"expert_success_rate": 0.8865979381443299,
|
| 211 |
+
"num_groups": 97,
|
| 212 |
+
"oracle_success_rate": 0.9278350515463918,
|
| 213 |
+
"policy_expert_regret": 1.078290365866779,
|
| 214 |
+
"policy_oracle_regret": 1.1046864339678557,
|
| 215 |
+
"policy_rollout_progress": 0.571525937349526,
|
| 216 |
+
"policy_rollout_success_rate": 0.2268041237113402,
|
| 217 |
+
"restore_max_error": 2.384185791015625e-07
|
| 218 |
+
},
|
| 219 |
+
"PickCube-v1": {
|
| 220 |
+
"action_mse_to_best": 0.30273104519941485,
|
| 221 |
+
"candidate_oracle_best_branch_rank": 3.2163461538461537,
|
| 222 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 223 |
+
"1": 115,
|
| 224 |
+
"2": 13,
|
| 225 |
+
"4": 10,
|
| 226 |
+
"5": 14,
|
| 227 |
+
"6": 6,
|
| 228 |
+
"7": 18,
|
| 229 |
+
"8": 32
|
| 230 |
+
},
|
| 231 |
+
"candidate_oracle_branch_progress": [
|
| 232 |
+
0.6204068260894229,
|
| 233 |
+
0.5326739246374927,
|
| 234 |
+
0.5306728121493227,
|
| 235 |
+
0.5393201008510704,
|
| 236 |
+
0.5654192451710025,
|
| 237 |
+
0.5622782765735442,
|
| 238 |
+
0.549470047896298,
|
| 239 |
+
0.5632926820365426
|
| 240 |
+
],
|
| 241 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 242 |
+
0.0,
|
| 243 |
+
-0.20792520836515066,
|
| 244 |
+
-0.20031093787670565,
|
| 245 |
+
-0.18685595572997743,
|
| 246 |
+
-0.1126798873480696,
|
| 247 |
+
-0.11582085601716804,
|
| 248 |
+
-0.15747523865698335,
|
| 249 |
+
-0.10519106634176122
|
| 250 |
+
],
|
| 251 |
+
"candidate_oracle_branch_scores": [
|
| 252 |
+
0.9713683645509613,
|
| 253 |
+
0.7634431554067235,
|
| 254 |
+
0.771057427533938,
|
| 255 |
+
0.7845124085433781,
|
| 256 |
+
0.8586884759402332,
|
| 257 |
+
0.855547507342775,
|
| 258 |
+
0.813893124819375,
|
| 259 |
+
0.8661772974211579
|
| 260 |
+
],
|
| 261 |
+
"candidate_oracle_branch_success_rates": [
|
| 262 |
+
0.35096153846153844,
|
| 263 |
+
0.23076923076923078,
|
| 264 |
+
0.2403846153846154,
|
| 265 |
+
0.24519230769230768,
|
| 266 |
+
0.2932692307692308,
|
| 267 |
+
0.2932692307692308,
|
| 268 |
+
0.2644230769230769,
|
| 269 |
+
0.30288461538461536
|
| 270 |
+
],
|
| 271 |
+
"candidate_oracle_improvement_rate": 0.44711538461538464,
|
| 272 |
+
"candidate_oracle_progress": 0.6512647587895537,
|
| 273 |
+
"candidate_oracle_regret": 0.8817324447714222,
|
| 274 |
+
"candidate_oracle_restore_max_error": 4.76837158203125e-07,
|
| 275 |
+
"candidate_oracle_score": 1.0503032203280152,
|
| 276 |
+
"candidate_oracle_score_gain_over_selected": 0.07893485469349588,
|
| 277 |
+
"candidate_oracle_selected_branch_progress": 0.6204068260894229,
|
| 278 |
+
"candidate_oracle_selected_branch_success_rate": 0.35096153846153844,
|
| 279 |
+
"candidate_oracle_success_rate": 0.39903846153846156,
|
| 280 |
+
"candidate_oracle_type_counts": {
|
| 281 |
+
"retrieval_residual_policy_residual": 101,
|
| 282 |
+
"retrieval_residual_residual_near_miss": 22,
|
| 283 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 6,
|
| 284 |
+
"retrieval_residual_residual_no_op": 42,
|
| 285 |
+
"retrieval_residual_residual_wrong_gripper": 37
|
| 286 |
+
},
|
| 287 |
+
"candidate_oracle_unique_count": 8.0,
|
| 288 |
+
"expert_success_rate": 0.9375,
|
| 289 |
+
"num_groups": 208,
|
| 290 |
+
"oracle_success_rate": 0.9471153846153846,
|
| 291 |
+
"policy_expert_regret": 0.9543257619505032,
|
| 292 |
+
"policy_oracle_regret": 0.9677486293770087,
|
| 293 |
+
"policy_rollout_progress": 0.6181331895685827,
|
| 294 |
+
"policy_rollout_success_rate": 0.34615384615384615,
|
| 295 |
+
"restore_max_error": 2.2910535335540771e-07
|
| 296 |
+
},
|
| 297 |
+
"PullCube-v1": {
|
| 298 |
+
"action_mse_to_best": 0.6033564122853341,
|
| 299 |
+
"candidate_oracle_best_branch_rank": 3.4805194805194803,
|
| 300 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 301 |
+
"1": 21,
|
| 302 |
+
"2": 12,
|
| 303 |
+
"3": 10,
|
| 304 |
+
"4": 9,
|
| 305 |
+
"5": 6,
|
| 306 |
+
"6": 10,
|
| 307 |
+
"7": 5,
|
| 308 |
+
"8": 4
|
| 309 |
+
},
|
| 310 |
+
"candidate_oracle_branch_progress": [
|
| 311 |
+
0.3112883431468062,
|
| 312 |
+
0.31640808147608074,
|
| 313 |
+
0.25566801384043,
|
| 314 |
+
0.30286160906906806,
|
| 315 |
+
0.293984739013113,
|
| 316 |
+
0.3183850709684556,
|
| 317 |
+
0.2759048884444229,
|
| 318 |
+
0.2797975195450829
|
| 319 |
+
],
|
| 320 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 321 |
+
0.0,
|
| 322 |
+
0.005119736515009752,
|
| 323 |
+
-0.1205553926690784,
|
| 324 |
+
-0.021413747043584702,
|
| 325 |
+
-0.04327763174358126,
|
| 326 |
+
0.007096725653602995,
|
| 327 |
+
-0.07434449428329606,
|
| 328 |
+
-0.05746484751958255
|
| 329 |
+
],
|
| 330 |
+
"candidate_oracle_branch_scores": [
|
| 331 |
+
0.5190805509390141,
|
| 332 |
+
0.5242002892682885,
|
| 333 |
+
0.3985251566975728,
|
| 334 |
+
0.4976668038742629,
|
| 335 |
+
0.47580292083129483,
|
| 336 |
+
0.5261772787606633,
|
| 337 |
+
0.44473605727559173,
|
| 338 |
+
0.46161570136326474
|
| 339 |
+
],
|
| 340 |
+
"candidate_oracle_branch_success_rates": [
|
| 341 |
+
0.2077922077922078,
|
| 342 |
+
0.2077922077922078,
|
| 343 |
+
0.14285714285714285,
|
| 344 |
+
0.19480519480519481,
|
| 345 |
+
0.18181818181818182,
|
| 346 |
+
0.2077922077922078,
|
| 347 |
+
0.16883116883116883,
|
| 348 |
+
0.18181818181818182
|
| 349 |
+
],
|
| 350 |
+
"candidate_oracle_improvement_rate": 0.7272727272727273,
|
| 351 |
+
"candidate_oracle_progress": 0.47178338712395784,
|
| 352 |
+
"candidate_oracle_regret": 0.1973970831166227,
|
| 353 |
+
"candidate_oracle_restore_max_error": 4.76837158203125e-07,
|
| 354 |
+
"candidate_oracle_score": 0.8354197507603215,
|
| 355 |
+
"candidate_oracle_score_gain_over_selected": 0.3163391990562925,
|
| 356 |
+
"candidate_oracle_selected_branch_progress": 0.3112883431468062,
|
| 357 |
+
"candidate_oracle_selected_branch_success_rate": 0.2077922077922078,
|
| 358 |
+
"candidate_oracle_success_rate": 0.36363636363636365,
|
| 359 |
+
"candidate_oracle_type_counts": {
|
| 360 |
+
"retrieval_residual_policy_residual": 17,
|
| 361 |
+
"retrieval_residual_residual_near_miss": 11,
|
| 362 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 11,
|
| 363 |
+
"retrieval_residual_residual_no_op": 10,
|
| 364 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 5,
|
| 365 |
+
"retrieval_residual_residual_wrong_gripper": 23
|
| 366 |
+
},
|
| 367 |
+
"candidate_oracle_unique_count": 8.0,
|
| 368 |
+
"expert_success_rate": 0.19480519480519481,
|
| 369 |
+
"num_groups": 77,
|
| 370 |
+
"oracle_success_rate": 0.36363636363636365,
|
| 371 |
+
"policy_expert_regret": 0.2432419956728284,
|
| 372 |
+
"policy_oracle_regret": 0.41639802941459825,
|
| 373 |
+
"policy_rollout_progress": 0.3229174776722423,
|
| 374 |
+
"policy_rollout_success_rate": 0.22077922077922077,
|
| 375 |
+
"restore_max_error": 2.3096799850463867e-07
|
| 376 |
+
},
|
| 377 |
+
"PushCube-v1": {
|
| 378 |
+
"action_mse_to_best": 0.3675119048578942,
|
| 379 |
+
"candidate_oracle_best_branch_rank": 1.851063829787234,
|
| 380 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 381 |
+
"1": 66,
|
| 382 |
+
"2": 9,
|
| 383 |
+
"3": 7,
|
| 384 |
+
"4": 3,
|
| 385 |
+
"5": 3,
|
| 386 |
+
"6": 3,
|
| 387 |
+
"8": 3
|
| 388 |
+
},
|
| 389 |
+
"candidate_oracle_branch_progress": [
|
| 390 |
+
0.6910807556928472,
|
| 391 |
+
0.6980183738026213,
|
| 392 |
+
0.6839556136029832,
|
| 393 |
+
0.6286343743509435,
|
| 394 |
+
0.5143204829160203,
|
| 395 |
+
0.4695719106400267,
|
| 396 |
+
0.5055010627875937,
|
| 397 |
+
0.45669404369719485
|
| 398 |
+
],
|
| 399 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 400 |
+
0.0,
|
| 401 |
+
0.017575917725867415,
|
| 402 |
+
-0.0071251405046341264,
|
| 403 |
+
-0.12627616397877958,
|
| 404 |
+
-0.3576113354969532,
|
| 405 |
+
-0.45555139618351104,
|
| 406 |
+
-0.3770690566681801,
|
| 407 |
+
-0.47906756052311433
|
| 408 |
+
],
|
| 409 |
+
"candidate_oracle_branch_scores": [
|
| 410 |
+
1.3506552237779537,
|
| 411 |
+
1.3682311397600682,
|
| 412 |
+
1.3435300816880895,
|
| 413 |
+
1.2243790552020073,
|
| 414 |
+
0.9930438871713395,
|
| 415 |
+
0.8951038255336436,
|
| 416 |
+
0.9735861691705724,
|
| 417 |
+
0.8715876607184715
|
| 418 |
+
],
|
| 419 |
+
"candidate_oracle_branch_success_rates": [
|
| 420 |
+
0.6595744680851063,
|
| 421 |
+
0.6702127659574468,
|
| 422 |
+
0.6595744680851063,
|
| 423 |
+
0.5957446808510638,
|
| 424 |
+
0.4787234042553192,
|
| 425 |
+
0.425531914893617,
|
| 426 |
+
0.46808510638297873,
|
| 427 |
+
0.4148936170212766
|
| 428 |
+
],
|
| 429 |
+
"candidate_oracle_improvement_rate": 0.2978723404255319,
|
| 430 |
+
"candidate_oracle_progress": 0.8213912876362496,
|
| 431 |
+
"candidate_oracle_regret": 0.370098074065878,
|
| 432 |
+
"candidate_oracle_restore_max_error": 4.76837158203125e-07,
|
| 433 |
+
"candidate_oracle_score": 1.6299019259341219,
|
| 434 |
+
"candidate_oracle_score_gain_over_selected": 0.27924670405844426,
|
| 435 |
+
"candidate_oracle_selected_branch_progress": 0.6910807556928472,
|
| 436 |
+
"candidate_oracle_selected_branch_success_rate": 0.6595744680851063,
|
| 437 |
+
"candidate_oracle_success_rate": 0.8085106382978723,
|
| 438 |
+
"candidate_oracle_type_counts": {
|
| 439 |
+
"retrieval_residual_policy_residual": 63,
|
| 440 |
+
"retrieval_residual_residual_near_miss": 8,
|
| 441 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 2,
|
| 442 |
+
"retrieval_residual_residual_no_op": 1,
|
| 443 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 2,
|
| 444 |
+
"retrieval_residual_residual_wrong_gripper": 18
|
| 445 |
+
},
|
| 446 |
+
"candidate_oracle_unique_count": 8.0,
|
| 447 |
+
"expert_success_rate": 0.8617021276595744,
|
| 448 |
+
"num_groups": 94,
|
| 449 |
+
"oracle_success_rate": 0.9893617021276596,
|
| 450 |
+
"policy_expert_regret": 0.5723979790159996,
|
| 451 |
+
"policy_oracle_regret": 0.6499486254884842,
|
| 452 |
+
"policy_rollout_progress": 0.6904769064264095,
|
| 453 |
+
"policy_rollout_success_rate": 0.6595744680851063,
|
| 454 |
+
"restore_max_error": 1.1920928955078125e-07
|
| 455 |
+
},
|
| 456 |
+
"StackCube-v1": {
|
| 457 |
+
"action_mse_to_best": 0.5142107287214862,
|
| 458 |
+
"candidate_oracle_best_branch_rank": 3.292929292929293,
|
| 459 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 460 |
+
"1": 40,
|
| 461 |
+
"2": 13,
|
| 462 |
+
"3": 9,
|
| 463 |
+
"4": 3,
|
| 464 |
+
"5": 10,
|
| 465 |
+
"6": 8,
|
| 466 |
+
"7": 5,
|
| 467 |
+
"8": 11
|
| 468 |
+
},
|
| 469 |
+
"candidate_oracle_branch_progress": [
|
| 470 |
+
0.46988440222210354,
|
| 471 |
+
0.4572946220034301,
|
| 472 |
+
0.4674375444048583,
|
| 473 |
+
0.4114978263775508,
|
| 474 |
+
0.4275409279748647,
|
| 475 |
+
0.42745203095855133,
|
| 476 |
+
0.4044051513527379,
|
| 477 |
+
0.3941960631295888
|
| 478 |
+
],
|
| 479 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 480 |
+
0.0,
|
| 481 |
+
-0.08329685122677774,
|
| 482 |
+
-0.09335594737168515,
|
| 483 |
+
-0.17959869871235856,
|
| 484 |
+
-0.1837576132531118,
|
| 485 |
+
-0.16364449232515663,
|
| 486 |
+
-0.20689339378867486,
|
| 487 |
+
-0.23730449920350855
|
| 488 |
+
],
|
| 489 |
+
"candidate_oracle_branch_scores": [
|
| 490 |
+
0.7325106648483661,
|
| 491 |
+
0.649213813922622,
|
| 492 |
+
0.63915471612203,
|
| 493 |
+
0.5529119677916922,
|
| 494 |
+
0.5487530491869859,
|
| 495 |
+
0.5688661723726928,
|
| 496 |
+
0.5256172725648591,
|
| 497 |
+
0.4952061641396898
|
| 498 |
+
],
|
| 499 |
+
"candidate_oracle_branch_success_rates": [
|
| 500 |
+
0.26262626262626265,
|
| 501 |
+
0.1919191919191919,
|
| 502 |
+
0.1717171717171717,
|
| 503 |
+
0.1414141414141414,
|
| 504 |
+
0.12121212121212122,
|
| 505 |
+
0.1414141414141414,
|
| 506 |
+
0.12121212121212122,
|
| 507 |
+
0.10101010101010101
|
| 508 |
+
],
|
| 509 |
+
"candidate_oracle_improvement_rate": 0.5959595959595959,
|
| 510 |
+
"candidate_oracle_progress": 0.59066107086461,
|
| 511 |
+
"candidate_oracle_regret": 0.9241607380334778,
|
| 512 |
+
"candidate_oracle_restore_max_error": 4.76837158203125e-07,
|
| 513 |
+
"candidate_oracle_score": 0.9239944041979433,
|
| 514 |
+
"candidate_oracle_score_gain_over_selected": 0.19148373934957716,
|
| 515 |
+
"candidate_oracle_selected_branch_progress": 0.46988440222210354,
|
| 516 |
+
"candidate_oracle_selected_branch_success_rate": 0.26262626262626265,
|
| 517 |
+
"candidate_oracle_success_rate": 0.3333333333333333,
|
| 518 |
+
"candidate_oracle_type_counts": {
|
| 519 |
+
"retrieval_residual_policy_residual": 34,
|
| 520 |
+
"retrieval_residual_residual_near_miss": 16,
|
| 521 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 6,
|
| 522 |
+
"retrieval_residual_residual_no_op": 3,
|
| 523 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 22,
|
| 524 |
+
"retrieval_residual_residual_wrong_gripper": 18
|
| 525 |
+
},
|
| 526 |
+
"candidate_oracle_unique_count": 8.0,
|
| 527 |
+
"expert_success_rate": 0.6767676767676768,
|
| 528 |
+
"num_groups": 99,
|
| 529 |
+
"oracle_success_rate": 0.8585858585858586,
|
| 530 |
+
"policy_expert_regret": 0.9052192963132955,
|
| 531 |
+
"policy_oracle_regret": 1.0644706299509665,
|
| 532 |
+
"policy_rollout_progress": 0.47506644102660095,
|
| 533 |
+
"policy_rollout_success_rate": 0.29292929292929293,
|
| 534 |
+
"restore_max_error": 2.1606683731079102e-07
|
| 535 |
+
}
|
| 536 |
+
}
|
| 537 |
+
},
|
| 538 |
+
{
|
| 539 |
+
"seed": 1,
|
| 540 |
+
"path": "/scratch/knguy52/dovla/experiments/dovla_h16_policy_ckpt_runs/near_miss_policy_bc5/seed_1/policy_rollout_retrieval_residual_k4_composemasked_dropnmnoop_grid035040045_safe_margin0p20_noopbonus0p03_oraclek8trace.json",
|
| 541 |
+
"num_groups": 575,
|
| 542 |
+
"selection_mode": "retrieval_residual",
|
| 543 |
+
"num_candidates": 48,
|
| 544 |
+
"candidate_sigma": 0.0,
|
| 545 |
+
"selection_margin": 0.2,
|
| 546 |
+
"prepend_policy_candidate": false,
|
| 547 |
+
"field_optim_steps": 0,
|
| 548 |
+
"field_optim_step_size": 0.0,
|
| 549 |
+
"field_optim_trust_radius": 0.0,
|
| 550 |
+
"field_optim_l2_penalty": 0.0,
|
| 551 |
+
"retrieval_neighbors": 4,
|
| 552 |
+
"retrieval_metric": "raw",
|
| 553 |
+
"retrieval_type_min_success": 0.0,
|
| 554 |
+
"retrieval_type_success_bonus_scale": 0.0,
|
| 555 |
+
"retrieval_residual_consensus_penalty_scale": 0.0,
|
| 556 |
+
"retrieval_residual_min_source_progress": 0.0,
|
| 557 |
+
"retrieval_residual_min_source_advantage": -1000000000.0,
|
| 558 |
+
"retrieval_residual_source_progress_bonus_scale": 0.0,
|
| 559 |
+
"retrieval_residual_source_score_bonus_scale": 0.0,
|
| 560 |
+
"retrieval_residual_source_advantage_bonus_scale": 0.0,
|
| 561 |
+
"retrieval_residual_composite_l2_penalty_scale": 0.0,
|
| 562 |
+
"retrieval_residual_scale": 1.0,
|
| 563 |
+
"retrieval_residual_scales": [
|
| 564 |
+
0.35,
|
| 565 |
+
0.4,
|
| 566 |
+
0.45
|
| 567 |
+
],
|
| 568 |
+
"retrieval_residual_anchor": "expert",
|
| 569 |
+
"retrieval_residual_direction": "candidate_minus_anchor",
|
| 570 |
+
"retrieval_residual_reduce": "compose_mean_by_type",
|
| 571 |
+
"lattice_exclude_types": [
|
| 572 |
+
"residual_random_negative",
|
| 573 |
+
"residual_wrong_direction",
|
| 574 |
+
"residual_near_miss+residual_no_op"
|
| 575 |
+
],
|
| 576 |
+
"candidate_type_bonuses": {
|
| 577 |
+
"residual_no_op": 0.03
|
| 578 |
+
},
|
| 579 |
+
"candidate_type_bonus_components": false,
|
| 580 |
+
"candidate_oracle_rollouts": 8,
|
| 581 |
+
"candidate_oracle_unique_tolerance": 1e-06,
|
| 582 |
+
"candidate_oracle_success_rate": 0.4156521739130435,
|
| 583 |
+
"candidate_oracle_progress": 0.6358434947061797,
|
| 584 |
+
"candidate_oracle_score": 1.0514956686192232,
|
| 585 |
+
"candidate_oracle_regret": 0.7618109145468992,
|
| 586 |
+
"candidate_oracle_score_gain_over_selected": 0.14767028470726118,
|
| 587 |
+
"candidate_oracle_unique_count": 8.0,
|
| 588 |
+
"candidate_oracle_improvement_rate": 0.46956521739130436,
|
| 589 |
+
"candidate_oracle_selected_branch_success_rate": 0.3391304347826087,
|
| 590 |
+
"candidate_oracle_selected_branch_progress": 0.5646949487568244,
|
| 591 |
+
"candidate_oracle_type_counts": {
|
| 592 |
+
"retrieval_residual_policy_residual": 285,
|
| 593 |
+
"retrieval_residual_residual_near_miss": 59,
|
| 594 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 28,
|
| 595 |
+
"retrieval_residual_residual_no_op": 86,
|
| 596 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 27,
|
| 597 |
+
"retrieval_residual_residual_wrong_gripper": 90
|
| 598 |
+
},
|
| 599 |
+
"candidate_oracle_best_branch_rank": 2.7843478260869565,
|
| 600 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 601 |
+
"1": 305,
|
| 602 |
+
"2": 60,
|
| 603 |
+
"3": 29,
|
| 604 |
+
"4": 34,
|
| 605 |
+
"5": 39,
|
| 606 |
+
"6": 30,
|
| 607 |
+
"7": 46,
|
| 608 |
+
"8": 32
|
| 609 |
+
},
|
| 610 |
+
"candidate_oracle_branch_success_rates": [
|
| 611 |
+
0.3391304347826087,
|
| 612 |
+
0.2956521739130435,
|
| 613 |
+
0.2782608695652174,
|
| 614 |
+
0.271304347826087,
|
| 615 |
+
0.24,
|
| 616 |
+
0.23652173913043478,
|
| 617 |
+
0.21913043478260869,
|
| 618 |
+
0.24
|
| 619 |
+
],
|
| 620 |
+
"candidate_oracle_branch_progress": [
|
| 621 |
+
0.5646949487568244,
|
| 622 |
+
0.5226921049554063,
|
| 623 |
+
0.5042040664584214,
|
| 624 |
+
0.4880521072949404,
|
| 625 |
+
0.46781484017391567,
|
| 626 |
+
0.4643760332176348,
|
| 627 |
+
0.4498939143769119,
|
| 628 |
+
0.45332161385862946
|
| 629 |
+
],
|
| 630 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 631 |
+
0.0,
|
| 632 |
+
-0.08548110417211834,
|
| 633 |
+
-0.12136044761945453,
|
| 634 |
+
-0.1444689283390408,
|
| 635 |
+
-0.19601054185434527,
|
| 636 |
+
-0.20292761081478522,
|
| 637 |
+
-0.234801034109424,
|
| 638 |
+
-0.2105037693258213
|
| 639 |
+
],
|
| 640 |
+
"selected_residual_scale_counts": {
|
| 641 |
+
"0.35": 549,
|
| 642 |
+
"0.45": 23,
|
| 643 |
+
"0.4": 3
|
| 644 |
+
},
|
| 645 |
+
"policy_rollout_success_rate": 0.34782608695652173,
|
| 646 |
+
"policy_rollout_progress": 0.571580135051323,
|
| 647 |
+
"oracle_success_rate": 0.8695652173913043,
|
| 648 |
+
"action_mse_to_best": 0.39824521353549286,
|
| 649 |
+
"best_policy_val": {
|
| 650 |
+
"bc_loss": 0.1315989200439718,
|
| 651 |
+
"field_effect_loss": 0.010110370814800262,
|
| 652 |
+
"field_potential_loss": 0.31546536915832096,
|
| 653 |
+
"field_preference_loss": 0.4960637440284093,
|
| 654 |
+
"lattice_edges": 3833.3333333333335,
|
| 655 |
+
"progress_mae": 0.19023226698239645,
|
| 656 |
+
"rank_acc": 0.8255469501018524,
|
| 657 |
+
"rank_loss": 0.4960531195004781,
|
| 658 |
+
"regret_mae": 0.42156532737943864,
|
| 659 |
+
"success_accuracy": 0.8807473679383596,
|
| 660 |
+
"total_loss": 1.561984618504842
|
| 661 |
+
},
|
| 662 |
+
"per_task": {
|
| 663 |
+
"LiftPegUpright-v1": {
|
| 664 |
+
"action_mse_to_best": 0.3261080000104498,
|
| 665 |
+
"candidate_oracle_best_branch_rank": 2.433628318584071,
|
| 666 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 667 |
+
"1": 71,
|
| 668 |
+
"2": 7,
|
| 669 |
+
"3": 6,
|
| 670 |
+
"4": 2,
|
| 671 |
+
"5": 12,
|
| 672 |
+
"6": 6,
|
| 673 |
+
"7": 4,
|
| 674 |
+
"8": 5
|
| 675 |
+
},
|
| 676 |
+
"candidate_oracle_branch_progress": [
|
| 677 |
+
0.6248437205774594,
|
| 678 |
+
0.5124707165281329,
|
| 679 |
+
0.5089766174818562,
|
| 680 |
+
0.482778520446963,
|
| 681 |
+
0.48673349236492564,
|
| 682 |
+
0.4557350730210279,
|
| 683 |
+
0.4575473020034554,
|
| 684 |
+
0.4497275769183066
|
| 685 |
+
],
|
| 686 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 687 |
+
0.0,
|
| 688 |
+
-0.17431990604485031,
|
| 689 |
+
-0.1689644470415284,
|
| 690 |
+
-0.18631298734550983,
|
| 691 |
+
-0.19120757281780243,
|
| 692 |
+
-0.24875466525554657,
|
| 693 |
+
-0.23809287835538914,
|
| 694 |
+
-0.2282134909017951
|
| 695 |
+
],
|
| 696 |
+
"candidate_oracle_branch_scores": [
|
| 697 |
+
0.8460826586305568,
|
| 698 |
+
0.671762751926363,
|
| 699 |
+
0.6771182104022102,
|
| 700 |
+
0.6597696708894409,
|
| 701 |
+
0.6548750852852796,
|
| 702 |
+
0.5973279933750102,
|
| 703 |
+
0.6079897798795616,
|
| 704 |
+
0.6178691698386606
|
| 705 |
+
],
|
| 706 |
+
"candidate_oracle_branch_success_rates": [
|
| 707 |
+
0.22123893805309736,
|
| 708 |
+
0.1592920353982301,
|
| 709 |
+
0.168141592920354,
|
| 710 |
+
0.17699115044247787,
|
| 711 |
+
0.168141592920354,
|
| 712 |
+
0.1415929203539823,
|
| 713 |
+
0.1504424778761062,
|
| 714 |
+
0.168141592920354
|
| 715 |
+
],
|
| 716 |
+
"candidate_oracle_improvement_rate": 0.37168141592920356,
|
| 717 |
+
"candidate_oracle_progress": 0.6674467935762575,
|
| 718 |
+
"candidate_oracle_regret": 0.9638451861333003,
|
| 719 |
+
"candidate_oracle_restore_max_error": 4.76837158203125e-07,
|
| 720 |
+
"candidate_oracle_score": 0.9683317493284698,
|
| 721 |
+
"candidate_oracle_score_gain_over_selected": 0.12224908885175148,
|
| 722 |
+
"candidate_oracle_selected_branch_progress": 0.6248437205774594,
|
| 723 |
+
"candidate_oracle_selected_branch_success_rate": 0.22123893805309736,
|
| 724 |
+
"candidate_oracle_success_rate": 0.3008849557522124,
|
| 725 |
+
"candidate_oracle_type_counts": {
|
| 726 |
+
"retrieval_residual_policy_residual": 70,
|
| 727 |
+
"retrieval_residual_residual_near_miss": 18,
|
| 728 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 5,
|
| 729 |
+
"retrieval_residual_residual_no_op": 5,
|
| 730 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 1,
|
| 731 |
+
"retrieval_residual_residual_wrong_gripper": 14
|
| 732 |
+
},
|
| 733 |
+
"candidate_oracle_unique_count": 8.0,
|
| 734 |
+
"expert_success_rate": 0.8584070796460177,
|
| 735 |
+
"num_groups": 113,
|
| 736 |
+
"oracle_success_rate": 0.9380530973451328,
|
| 737 |
+
"policy_expert_regret": 0.9873958534635274,
|
| 738 |
+
"policy_oracle_regret": 1.0665980344061303,
|
| 739 |
+
"policy_rollout_progress": 0.6355136913799606,
|
| 740 |
+
"policy_rollout_success_rate": 0.23008849557522124,
|
| 741 |
+
"restore_max_error": 2.384185791015625e-07
|
| 742 |
+
},
|
| 743 |
+
"PickCube-v1": {
|
| 744 |
+
"action_mse_to_best": 0.32250052587250655,
|
| 745 |
+
"candidate_oracle_best_branch_rank": 2.9293478260869565,
|
| 746 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 747 |
+
"1": 89,
|
| 748 |
+
"2": 28,
|
| 749 |
+
"3": 5,
|
| 750 |
+
"4": 15,
|
| 751 |
+
"5": 9,
|
| 752 |
+
"6": 5,
|
| 753 |
+
"7": 20,
|
| 754 |
+
"8": 13
|
| 755 |
+
},
|
| 756 |
+
"candidate_oracle_branch_progress": [
|
| 757 |
+
0.5768717735722337,
|
| 758 |
+
0.5400854083102035,
|
| 759 |
+
0.5428142085894132,
|
| 760 |
+
0.5421088810898769,
|
| 761 |
+
0.5325905407181658,
|
| 762 |
+
0.5301836758710282,
|
| 763 |
+
0.5217359400779494,
|
| 764 |
+
0.5317791585365067
|
| 765 |
+
],
|
| 766 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 767 |
+
0.0,
|
| 768 |
+
-0.06396027815366245,
|
| 769 |
+
-0.05579669667286393,
|
| 770 |
+
-0.05106724109298185,
|
| 771 |
+
-0.0986290579236558,
|
| 772 |
+
-0.10647070521245831,
|
| 773 |
+
-0.13122278929728529,
|
| 774 |
+
-0.08313609365090403
|
| 775 |
+
],
|
| 776 |
+
"candidate_oracle_branch_scores": [
|
| 777 |
+
0.8757848170504946,
|
| 778 |
+
0.8118245387449861,
|
| 779 |
+
0.8199881216328915,
|
| 780 |
+
0.8247175767420508,
|
| 781 |
+
0.7771557581094701,
|
| 782 |
+
0.7693141106536369,
|
| 783 |
+
0.7445620270344712,
|
| 784 |
+
0.792648723753898
|
| 785 |
+
],
|
| 786 |
+
"candidate_oracle_branch_success_rates": [
|
| 787 |
+
0.29891304347826086,
|
| 788 |
+
0.2717391304347826,
|
| 789 |
+
0.27717391304347827,
|
| 790 |
+
0.2826086956521739,
|
| 791 |
+
0.24456521739130435,
|
| 792 |
+
0.2391304347826087,
|
| 793 |
+
0.22282608695652173,
|
| 794 |
+
0.2608695652173913
|
| 795 |
+
],
|
| 796 |
+
"candidate_oracle_improvement_rate": 0.5163043478260869,
|
| 797 |
+
"candidate_oracle_progress": 0.6075394937728086,
|
| 798 |
+
"candidate_oracle_regret": 0.9779037512312441,
|
| 799 |
+
"candidate_oracle_restore_max_error": 4.76837158203125e-07,
|
| 800 |
+
"candidate_oracle_score": 0.960800363338026,
|
| 801 |
+
"candidate_oracle_score_gain_over_selected": 0.08501554508288593,
|
| 802 |
+
"candidate_oracle_selected_branch_progress": 0.5768717735722337,
|
| 803 |
+
"candidate_oracle_selected_branch_success_rate": 0.29891304347826086,
|
| 804 |
+
"candidate_oracle_success_rate": 0.3532608695652174,
|
| 805 |
+
"candidate_oracle_type_counts": {
|
| 806 |
+
"retrieval_residual_policy_residual": 81,
|
| 807 |
+
"retrieval_residual_residual_near_miss": 19,
|
| 808 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 4,
|
| 809 |
+
"retrieval_residual_residual_no_op": 63,
|
| 810 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 2,
|
| 811 |
+
"retrieval_residual_residual_wrong_gripper": 15
|
| 812 |
+
},
|
| 813 |
+
"candidate_oracle_unique_count": 8.0,
|
| 814 |
+
"expert_success_rate": 0.9402173913043478,
|
| 815 |
+
"num_groups": 184,
|
| 816 |
+
"oracle_success_rate": 0.9456521739130435,
|
| 817 |
+
"policy_expert_regret": 1.0628609572152568,
|
| 818 |
+
"policy_oracle_regret": 1.0628849616901868,
|
| 819 |
+
"policy_rollout_progress": 0.5769061094008224,
|
| 820 |
+
"policy_rollout_success_rate": 0.29891304347826086,
|
| 821 |
+
"restore_max_error": 2.384185791015625e-07
|
| 822 |
+
},
|
| 823 |
+
"PullCube-v1": {
|
| 824 |
+
"action_mse_to_best": 0.5971616980080542,
|
| 825 |
+
"candidate_oracle_best_branch_rank": 3.460526315789474,
|
| 826 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 827 |
+
"1": 27,
|
| 828 |
+
"2": 7,
|
| 829 |
+
"3": 7,
|
| 830 |
+
"4": 8,
|
| 831 |
+
"5": 9,
|
| 832 |
+
"6": 7,
|
| 833 |
+
"7": 6,
|
| 834 |
+
"8": 5
|
| 835 |
+
},
|
| 836 |
+
"candidate_oracle_branch_progress": [
|
| 837 |
+
0.277262910881913,
|
| 838 |
+
0.19174682722721054,
|
| 839 |
+
0.20855725684898635,
|
| 840 |
+
0.19708002959132978,
|
| 841 |
+
0.23502439875645856,
|
| 842 |
+
0.19606232187475384,
|
| 843 |
+
0.20893080834005223,
|
| 844 |
+
0.23555370347713236
|
| 845 |
+
],
|
| 846 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 847 |
+
0.0,
|
| 848 |
+
-0.17762134320984937,
|
| 849 |
+
-0.14765302451269235,
|
| 850 |
+
-0.17228814488963076,
|
| 851 |
+
-0.09487009033756821,
|
| 852 |
+
-0.17330585139916366,
|
| 853 |
+
-0.1472794726172364,
|
| 854 |
+
-0.08118289120887455
|
| 855 |
+
],
|
| 856 |
+
"candidate_oracle_branch_scores": [
|
| 857 |
+
0.4483155424608604,
|
| 858 |
+
0.27069419564826314,
|
| 859 |
+
0.3006625200068811,
|
| 860 |
+
0.2760273980123824,
|
| 861 |
+
0.3534454513880375,
|
| 862 |
+
0.27500969029580646,
|
| 863 |
+
0.301036071497947,
|
| 864 |
+
0.3671326508455534
|
| 865 |
+
],
|
| 866 |
+
"candidate_oracle_branch_success_rates": [
|
| 867 |
+
0.17105263157894737,
|
| 868 |
+
0.07894736842105263,
|
| 869 |
+
0.09210526315789473,
|
| 870 |
+
0.07894736842105263,
|
| 871 |
+
0.11842105263157894,
|
| 872 |
+
0.07894736842105263,
|
| 873 |
+
0.09210526315789473,
|
| 874 |
+
0.13157894736842105
|
| 875 |
+
],
|
| 876 |
+
"candidate_oracle_improvement_rate": 0.6447368421052632,
|
| 877 |
+
"candidate_oracle_progress": 0.41476133198624376,
|
| 878 |
+
"candidate_oracle_regret": 0.3187735332911344,
|
| 879 |
+
"candidate_oracle_restore_max_error": 4.76837158203125e-07,
|
| 880 |
+
"candidate_oracle_score": 0.7042350161967701,
|
| 881 |
+
"candidate_oracle_score_gain_over_selected": 0.25591947304967205,
|
| 882 |
+
"candidate_oracle_selected_branch_progress": 0.277262910881913,
|
| 883 |
+
"candidate_oracle_selected_branch_success_rate": 0.17105263157894737,
|
| 884 |
+
"candidate_oracle_success_rate": 0.2894736842105263,
|
| 885 |
+
"candidate_oracle_type_counts": {
|
| 886 |
+
"retrieval_residual_policy_residual": 23,
|
| 887 |
+
"retrieval_residual_residual_near_miss": 9,
|
| 888 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 2,
|
| 889 |
+
"retrieval_residual_residual_no_op": 13,
|
| 890 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 8,
|
| 891 |
+
"retrieval_residual_residual_wrong_gripper": 21
|
| 892 |
+
},
|
| 893 |
+
"candidate_oracle_unique_count": 8.0,
|
| 894 |
+
"expert_success_rate": 0.25,
|
| 895 |
+
"num_groups": 76,
|
| 896 |
+
"oracle_success_rate": 0.40789473684210525,
|
| 897 |
+
"policy_expert_regret": 0.27669054590851855,
|
| 898 |
+
"policy_oracle_regret": 0.5001900389937586,
|
| 899 |
+
"policy_rollout_progress": 0.29926500726785316,
|
| 900 |
+
"policy_rollout_success_rate": 0.19736842105263158,
|
| 901 |
+
"restore_max_error": 2.3096799850463867e-07
|
| 902 |
+
},
|
| 903 |
+
"PushCube-v1": {
|
| 904 |
+
"action_mse_to_best": 0.3571035131677851,
|
| 905 |
+
"candidate_oracle_best_branch_rank": 1.6216216216216217,
|
| 906 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 907 |
+
"1": 89,
|
| 908 |
+
"2": 9,
|
| 909 |
+
"3": 3,
|
| 910 |
+
"4": 1,
|
| 911 |
+
"5": 1,
|
| 912 |
+
"6": 3,
|
| 913 |
+
"7": 3,
|
| 914 |
+
"8": 2
|
| 915 |
+
},
|
| 916 |
+
"candidate_oracle_branch_progress": [
|
| 917 |
+
0.8178675184110263,
|
| 918 |
+
0.8413939663955757,
|
| 919 |
+
0.7509346078108022,
|
| 920 |
+
0.7166112692237975,
|
| 921 |
+
0.5917950617568987,
|
| 922 |
+
0.6171278109153112,
|
| 923 |
+
0.5479538067504093,
|
| 924 |
+
0.5495762082639041
|
| 925 |
+
],
|
| 926 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 927 |
+
0.0,
|
| 928 |
+
0.05055347568279988,
|
| 929 |
+
-0.1390049802558916,
|
| 930 |
+
-0.20936435447619842,
|
| 931 |
+
-0.46931569533305123,
|
| 932 |
+
-0.41695592465164427,
|
| 933 |
+
-0.5582019995461713,
|
| 934 |
+
-0.5565795972272083
|
| 935 |
+
],
|
| 936 |
+
"candidate_oracle_branch_scores": [
|
| 937 |
+
1.619669320212828,
|
| 938 |
+
1.6702227952244046,
|
| 939 |
+
1.480664337540532,
|
| 940 |
+
1.410304962917491,
|
| 941 |
+
1.1503536203154572,
|
| 942 |
+
1.2027133965008967,
|
| 943 |
+
1.0614673202639227,
|
| 944 |
+
1.0630897217774176
|
| 945 |
+
],
|
| 946 |
+
"candidate_oracle_branch_success_rates": [
|
| 947 |
+
0.8018018018018018,
|
| 948 |
+
0.8288288288288288,
|
| 949 |
+
0.7297297297297297,
|
| 950 |
+
0.6936936936936937,
|
| 951 |
+
0.5585585585585585,
|
| 952 |
+
0.5855855855855856,
|
| 953 |
+
0.5135135135135135,
|
| 954 |
+
0.5135135135135135
|
| 955 |
+
],
|
| 956 |
+
"candidate_oracle_improvement_rate": 0.1981981981981982,
|
| 957 |
+
"candidate_oracle_progress": 0.9243861746949118,
|
| 958 |
+
"candidate_oracle_regret": 0.15669490638616923,
|
| 959 |
+
"candidate_oracle_restore_max_error": 4.76837158203125e-07,
|
| 960 |
+
"candidate_oracle_score": 1.8433050936138309,
|
| 961 |
+
"candidate_oracle_score_gain_over_selected": 0.2236357746092049,
|
| 962 |
+
"candidate_oracle_selected_branch_progress": 0.8178675184110263,
|
| 963 |
+
"candidate_oracle_selected_branch_success_rate": 0.8018018018018018,
|
| 964 |
+
"candidate_oracle_success_rate": 0.918918918918919,
|
| 965 |
+
"candidate_oracle_type_counts": {
|
| 966 |
+
"retrieval_residual_policy_residual": 83,
|
| 967 |
+
"retrieval_residual_residual_near_miss": 2,
|
| 968 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 4,
|
| 969 |
+
"retrieval_residual_residual_no_op": 2,
|
| 970 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 2,
|
| 971 |
+
"retrieval_residual_residual_wrong_gripper": 18
|
| 972 |
+
},
|
| 973 |
+
"candidate_oracle_unique_count": 8.0,
|
| 974 |
+
"expert_success_rate": 0.8198198198198198,
|
| 975 |
+
"num_groups": 111,
|
| 976 |
+
"oracle_success_rate": 1.0,
|
| 977 |
+
"policy_expert_regret": 0.3456981908362191,
|
| 978 |
+
"policy_oracle_regret": 0.36286575796904863,
|
| 979 |
+
"policy_rollout_progress": 0.8263234312201405,
|
| 980 |
+
"policy_rollout_success_rate": 0.8108108108108109,
|
| 981 |
+
"restore_max_error": 1.7881393432617188e-07
|
| 982 |
+
},
|
| 983 |
+
"StackCube-v1": {
|
| 984 |
+
"action_mse_to_best": 0.5250320660543966,
|
| 985 |
+
"candidate_oracle_best_branch_rank": 3.78021978021978,
|
| 986 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 987 |
+
"1": 29,
|
| 988 |
+
"2": 9,
|
| 989 |
+
"3": 8,
|
| 990 |
+
"4": 8,
|
| 991 |
+
"5": 8,
|
| 992 |
+
"6": 9,
|
| 993 |
+
"7": 13,
|
| 994 |
+
"8": 7
|
| 995 |
+
},
|
| 996 |
+
"candidate_oracle_branch_progress": [
|
| 997 |
+
0.3966216813404482,
|
| 998 |
+
0.387863352894783,
|
| 999 |
+
0.3661656381337197,
|
| 1000 |
+
0.3495167212171869,
|
| 1001 |
+
0.3565371737375364,
|
| 1002 |
+
0.37980698916938277,
|
| 1003 |
+
0.3767596558555142,
|
| 1004 |
+
0.36360775851286375
|
| 1005 |
+
],
|
| 1006 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 1007 |
+
0.0,
|
| 1008 |
+
-0.10765942914800329,
|
| 1009 |
+
-0.15133516490459442,
|
| 1010 |
+
-0.17897309346513435,
|
| 1011 |
+
-0.14997461683802552,
|
| 1012 |
+
-0.1047267795919062,
|
| 1013 |
+
-0.11876312373103676,
|
| 1014 |
+
-0.13191501796245575
|
| 1015 |
+
],
|
| 1016 |
+
"candidate_oracle_branch_scores": [
|
| 1017 |
+
0.539478824197591,
|
| 1018 |
+
0.431819396850827,
|
| 1019 |
+
0.38814366011174173,
|
| 1020 |
+
0.36050573220619786,
|
| 1021 |
+
0.38950420670456937,
|
| 1022 |
+
0.43475204411443774,
|
| 1023 |
+
0.42071569981155815,
|
| 1024 |
+
0.4075638024689077
|
| 1025 |
+
],
|
| 1026 |
+
"candidate_oracle_branch_success_rates": [
|
| 1027 |
+
0.14285714285714285,
|
| 1028 |
+
0.04395604395604396,
|
| 1029 |
+
0.02197802197802198,
|
| 1030 |
+
0.01098901098901099,
|
| 1031 |
+
0.03296703296703297,
|
| 1032 |
+
0.054945054945054944,
|
| 1033 |
+
0.04395604395604396,
|
| 1034 |
+
0.04395604395604396
|
| 1035 |
+
],
|
| 1036 |
+
"candidate_oracle_improvement_rate": 0.6813186813186813,
|
| 1037 |
+
"candidate_oracle_progress": 0.48651130006208526,
|
| 1038 |
+
"candidate_oracle_regret": 1.1821160051193866,
|
| 1039 |
+
"candidate_oracle_restore_max_error": 4.76837158203125e-07,
|
| 1040 |
+
"candidate_oracle_score": 0.6623354758862611,
|
| 1041 |
+
"candidate_oracle_score_gain_over_selected": 0.12285665316241128,
|
| 1042 |
+
"candidate_oracle_selected_branch_progress": 0.3966216813404482,
|
| 1043 |
+
"candidate_oracle_selected_branch_success_rate": 0.14285714285714285,
|
| 1044 |
+
"candidate_oracle_success_rate": 0.17582417582417584,
|
| 1045 |
+
"candidate_oracle_type_counts": {
|
| 1046 |
+
"retrieval_residual_policy_residual": 28,
|
| 1047 |
+
"retrieval_residual_residual_near_miss": 11,
|
| 1048 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 13,
|
| 1049 |
+
"retrieval_residual_residual_no_op": 3,
|
| 1050 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 14,
|
| 1051 |
+
"retrieval_residual_residual_wrong_gripper": 22
|
| 1052 |
+
},
|
| 1053 |
+
"candidate_oracle_unique_count": 8.0,
|
| 1054 |
+
"expert_success_rate": 0.6923076923076923,
|
| 1055 |
+
"num_groups": 91,
|
| 1056 |
+
"oracle_success_rate": 0.8571428571428571,
|
| 1057 |
+
"policy_expert_regret": 1.1328262393618678,
|
| 1058 |
+
"policy_oracle_regret": 1.292487030664643,
|
| 1059 |
+
"policy_rollout_progress": 0.39811829649485075,
|
| 1060 |
+
"policy_rollout_success_rate": 0.15384615384615385,
|
| 1061 |
+
"restore_max_error": 1.9371509552001953e-07
|
| 1062 |
+
}
|
| 1063 |
+
}
|
| 1064 |
+
},
|
| 1065 |
+
{
|
| 1066 |
+
"seed": 2,
|
| 1067 |
+
"path": "/scratch/knguy52/dovla/experiments/dovla_h16_policy_ckpt_runs/near_miss_policy_bc5/seed_2/policy_rollout_retrieval_residual_k4_composemasked_dropnmnoop_grid035040045_safe_margin0p20_noopbonus0p03_oraclek8trace.json",
|
| 1068 |
+
"num_groups": 575,
|
| 1069 |
+
"selection_mode": "retrieval_residual",
|
| 1070 |
+
"num_candidates": 48,
|
| 1071 |
+
"candidate_sigma": 0.0,
|
| 1072 |
+
"selection_margin": 0.2,
|
| 1073 |
+
"prepend_policy_candidate": false,
|
| 1074 |
+
"field_optim_steps": 0,
|
| 1075 |
+
"field_optim_step_size": 0.0,
|
| 1076 |
+
"field_optim_trust_radius": 0.0,
|
| 1077 |
+
"field_optim_l2_penalty": 0.0,
|
| 1078 |
+
"retrieval_neighbors": 4,
|
| 1079 |
+
"retrieval_metric": "raw",
|
| 1080 |
+
"retrieval_type_min_success": 0.0,
|
| 1081 |
+
"retrieval_type_success_bonus_scale": 0.0,
|
| 1082 |
+
"retrieval_residual_consensus_penalty_scale": 0.0,
|
| 1083 |
+
"retrieval_residual_min_source_progress": 0.0,
|
| 1084 |
+
"retrieval_residual_min_source_advantage": -1000000000.0,
|
| 1085 |
+
"retrieval_residual_source_progress_bonus_scale": 0.0,
|
| 1086 |
+
"retrieval_residual_source_score_bonus_scale": 0.0,
|
| 1087 |
+
"retrieval_residual_source_advantage_bonus_scale": 0.0,
|
| 1088 |
+
"retrieval_residual_composite_l2_penalty_scale": 0.0,
|
| 1089 |
+
"retrieval_residual_scale": 1.0,
|
| 1090 |
+
"retrieval_residual_scales": [
|
| 1091 |
+
0.35,
|
| 1092 |
+
0.4,
|
| 1093 |
+
0.45
|
| 1094 |
+
],
|
| 1095 |
+
"retrieval_residual_anchor": "expert",
|
| 1096 |
+
"retrieval_residual_direction": "candidate_minus_anchor",
|
| 1097 |
+
"retrieval_residual_reduce": "compose_mean_by_type",
|
| 1098 |
+
"lattice_exclude_types": [
|
| 1099 |
+
"residual_random_negative",
|
| 1100 |
+
"residual_wrong_direction",
|
| 1101 |
+
"residual_near_miss+residual_no_op"
|
| 1102 |
+
],
|
| 1103 |
+
"candidate_type_bonuses": {
|
| 1104 |
+
"residual_no_op": 0.03
|
| 1105 |
+
},
|
| 1106 |
+
"candidate_type_bonus_components": false,
|
| 1107 |
+
"candidate_oracle_rollouts": 8,
|
| 1108 |
+
"candidate_oracle_unique_tolerance": 1e-06,
|
| 1109 |
+
"candidate_oracle_success_rate": 0.4539130434782609,
|
| 1110 |
+
"candidate_oracle_progress": 0.6635855871827706,
|
| 1111 |
+
"candidate_oracle_score": 1.1174986306610315,
|
| 1112 |
+
"candidate_oracle_regret": 0.7082039576120999,
|
| 1113 |
+
"candidate_oracle_score_gain_over_selected": 0.1770689690598975,
|
| 1114 |
+
"candidate_oracle_unique_count": 8.0,
|
| 1115 |
+
"candidate_oracle_improvement_rate": 0.4469565217391304,
|
| 1116 |
+
"candidate_oracle_selected_branch_success_rate": 0.3617391304347826,
|
| 1117 |
+
"candidate_oracle_selected_branch_progress": 0.57869053049364,
|
| 1118 |
+
"candidate_oracle_type_counts": {
|
| 1119 |
+
"retrieval_residual_policy_residual": 302,
|
| 1120 |
+
"retrieval_residual_residual_near_miss": 71,
|
| 1121 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 40,
|
| 1122 |
+
"retrieval_residual_residual_no_op": 39,
|
| 1123 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 28,
|
| 1124 |
+
"retrieval_residual_residual_wrong_gripper": 95
|
| 1125 |
+
},
|
| 1126 |
+
"candidate_oracle_best_branch_rank": 2.8817391304347826,
|
| 1127 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 1128 |
+
"1": 318,
|
| 1129 |
+
"2": 47,
|
| 1130 |
+
"3": 32,
|
| 1131 |
+
"4": 28,
|
| 1132 |
+
"5": 25,
|
| 1133 |
+
"6": 24,
|
| 1134 |
+
"7": 40,
|
| 1135 |
+
"8": 61
|
| 1136 |
+
},
|
| 1137 |
+
"candidate_oracle_branch_success_rates": [
|
| 1138 |
+
0.3617391304347826,
|
| 1139 |
+
0.30782608695652175,
|
| 1140 |
+
0.28347826086956524,
|
| 1141 |
+
0.2678260869565217,
|
| 1142 |
+
0.28347826086956524,
|
| 1143 |
+
0.26608695652173914,
|
| 1144 |
+
0.24347826086956523,
|
| 1145 |
+
0.2678260869565217
|
| 1146 |
+
],
|
| 1147 |
+
"candidate_oracle_branch_progress": [
|
| 1148 |
+
0.57869053049364,
|
| 1149 |
+
0.5326541016923021,
|
| 1150 |
+
0.4994642052961432,
|
| 1151 |
+
0.4885194452115051,
|
| 1152 |
+
0.5028948070594798,
|
| 1153 |
+
0.4870382411737481,
|
| 1154 |
+
0.4685426553889461,
|
| 1155 |
+
0.4900894078061632
|
| 1156 |
+
],
|
| 1157 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 1158 |
+
0.0,
|
| 1159 |
+
-0.0999494722428853,
|
| 1160 |
+
-0.15748719506613587,
|
| 1161 |
+
-0.18408412898931167,
|
| 1162 |
+
-0.1540565932477298,
|
| 1163 |
+
-0.18730446287876237,
|
| 1164 |
+
-0.22840874377800072,
|
| 1165 |
+
-0.18251416606909554
|
| 1166 |
+
],
|
| 1167 |
+
"selected_residual_scale_counts": {
|
| 1168 |
+
"0.35": 546,
|
| 1169 |
+
"0.45": 25,
|
| 1170 |
+
"0.4": 4
|
| 1171 |
+
},
|
| 1172 |
+
"policy_rollout_success_rate": 0.37043478260869567,
|
| 1173 |
+
"policy_rollout_progress": 0.5852133044125383,
|
| 1174 |
+
"oracle_success_rate": 0.8765217391304347,
|
| 1175 |
+
"action_mse_to_best": 0.42779136531621864,
|
| 1176 |
+
"best_policy_val": {
|
| 1177 |
+
"bc_loss": 0.11367896075050037,
|
| 1178 |
+
"field_effect_loss": 0.009670218582161598,
|
| 1179 |
+
"field_potential_loss": 0.2641640139950646,
|
| 1180 |
+
"field_preference_loss": 0.5130490180518892,
|
| 1181 |
+
"lattice_edges": 3833.3333333333335,
|
| 1182 |
+
"progress_mae": 0.2021729110015763,
|
| 1183 |
+
"rank_acc": 0.8333857821093665,
|
| 1184 |
+
"rank_loss": 0.5130119257503085,
|
| 1185 |
+
"regret_mae": 0.3958987047274907,
|
| 1186 |
+
"success_accuracy": 0.8680730561415354,
|
| 1187 |
+
"total_loss": 1.4394984311527677
|
| 1188 |
+
},
|
| 1189 |
+
"per_task": {
|
| 1190 |
+
"LiftPegUpright-v1": {
|
| 1191 |
+
"action_mse_to_best": 0.35442226944239036,
|
| 1192 |
+
"candidate_oracle_best_branch_rank": 2.6979166666666665,
|
| 1193 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 1194 |
+
"1": 58,
|
| 1195 |
+
"2": 5,
|
| 1196 |
+
"3": 6,
|
| 1197 |
+
"4": 2,
|
| 1198 |
+
"5": 6,
|
| 1199 |
+
"6": 4,
|
| 1200 |
+
"7": 9,
|
| 1201 |
+
"8": 6
|
| 1202 |
+
},
|
| 1203 |
+
"candidate_oracle_branch_progress": [
|
| 1204 |
+
0.6328173445848128,
|
| 1205 |
+
0.5623508949453632,
|
| 1206 |
+
0.5506054647266865,
|
| 1207 |
+
0.540301852238675,
|
| 1208 |
+
0.51264580215017,
|
| 1209 |
+
0.49654898621762794,
|
| 1210 |
+
0.4735308294184506,
|
| 1211 |
+
0.47048968200882274
|
| 1212 |
+
],
|
| 1213 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 1214 |
+
0.0,
|
| 1215 |
+
-0.14338311475391188,
|
| 1216 |
+
-0.14471187985812625,
|
| 1217 |
+
-0.14459882273028293,
|
| 1218 |
+
-0.22433820956697068,
|
| 1219 |
+
-0.24043502348164716,
|
| 1220 |
+
-0.29470317841817933,
|
| 1221 |
+
-0.3081609949780007
|
| 1222 |
+
],
|
| 1223 |
+
"candidate_oracle_branch_scores": [
|
| 1224 |
+
0.934900677918146,
|
| 1225 |
+
0.7915175616120299,
|
| 1226 |
+
0.7901887980600198,
|
| 1227 |
+
0.790301852238675,
|
| 1228 |
+
0.7105624688168367,
|
| 1229 |
+
0.6944656528842946,
|
| 1230 |
+
0.6401974960851172,
|
| 1231 |
+
0.6267396820088228
|
| 1232 |
+
],
|
| 1233 |
+
"candidate_oracle_branch_success_rates": [
|
| 1234 |
+
0.3020833333333333,
|
| 1235 |
+
0.22916666666666666,
|
| 1236 |
+
0.23958333333333334,
|
| 1237 |
+
0.25,
|
| 1238 |
+
0.19791666666666666,
|
| 1239 |
+
0.19791666666666666,
|
| 1240 |
+
0.16666666666666666,
|
| 1241 |
+
0.15625
|
| 1242 |
+
],
|
| 1243 |
+
"candidate_oracle_improvement_rate": 0.3958333333333333,
|
| 1244 |
+
"candidate_oracle_progress": 0.6717962672313055,
|
| 1245 |
+
"candidate_oracle_regret": 0.8763955893615881,
|
| 1246 |
+
"candidate_oracle_restore_max_error": 4.76837158203125e-07,
|
| 1247 |
+
"candidate_oracle_score": 1.057212933897972,
|
| 1248 |
+
"candidate_oracle_score_gain_over_selected": 0.12231225349629919,
|
| 1249 |
+
"candidate_oracle_selected_branch_progress": 0.6328173445848128,
|
| 1250 |
+
"candidate_oracle_selected_branch_success_rate": 0.3020833333333333,
|
| 1251 |
+
"candidate_oracle_success_rate": 0.3854166666666667,
|
| 1252 |
+
"candidate_oracle_type_counts": {
|
| 1253 |
+
"retrieval_residual_policy_residual": 57,
|
| 1254 |
+
"retrieval_residual_residual_near_miss": 14,
|
| 1255 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 6,
|
| 1256 |
+
"retrieval_residual_residual_no_op": 1,
|
| 1257 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 2,
|
| 1258 |
+
"retrieval_residual_residual_wrong_gripper": 16
|
| 1259 |
+
},
|
| 1260 |
+
"candidate_oracle_unique_count": 8.0,
|
| 1261 |
+
"expert_success_rate": 0.8229166666666666,
|
| 1262 |
+
"num_groups": 96,
|
| 1263 |
+
"oracle_success_rate": 0.9270833333333334,
|
| 1264 |
+
"policy_expert_regret": 0.8475987246880928,
|
| 1265 |
+
"policy_oracle_regret": 0.9538775502393643,
|
| 1266 |
+
"policy_rollout_progress": 0.6463976396868626,
|
| 1267 |
+
"policy_rollout_success_rate": 0.3333333333333333,
|
| 1268 |
+
"restore_max_error": 2.384185791015625e-07
|
| 1269 |
+
},
|
| 1270 |
+
"PickCube-v1": {
|
| 1271 |
+
"action_mse_to_best": 0.3390917487705898,
|
| 1272 |
+
"candidate_oracle_best_branch_rank": 2.797979797979798,
|
| 1273 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 1274 |
+
"1": 118,
|
| 1275 |
+
"2": 11,
|
| 1276 |
+
"3": 9,
|
| 1277 |
+
"4": 12,
|
| 1278 |
+
"5": 6,
|
| 1279 |
+
"6": 7,
|
| 1280 |
+
"7": 13,
|
| 1281 |
+
"8": 22
|
| 1282 |
+
},
|
| 1283 |
+
"candidate_oracle_branch_progress": [
|
| 1284 |
+
0.6357145610387729,
|
| 1285 |
+
0.5654954555152794,
|
| 1286 |
+
0.5676934397262003,
|
| 1287 |
+
0.5512516928949591,
|
| 1288 |
+
0.5556206395049965,
|
| 1289 |
+
0.5504601229866496,
|
| 1290 |
+
0.5560675962555288,
|
| 1291 |
+
0.5865509132525385
|
| 1292 |
+
],
|
| 1293 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 1294 |
+
0.0,
|
| 1295 |
+
-0.12577466203859358,
|
| 1296 |
+
-0.1185261725796142,
|
| 1297 |
+
-0.1652709481899034,
|
| 1298 |
+
-0.13059897068417584,
|
| 1299 |
+
-0.15091100278677363,
|
| 1300 |
+
-0.13015201408416033,
|
| 1301 |
+
-0.08956768937089075
|
| 1302 |
+
],
|
| 1303 |
+
"candidate_oracle_branch_scores": [
|
| 1304 |
+
0.9740983994226112,
|
| 1305 |
+
0.8483237383435621,
|
| 1306 |
+
0.8555722276049883,
|
| 1307 |
+
0.8088274504707167,
|
| 1308 |
+
0.8434994273837844,
|
| 1309 |
+
0.8231873957139223,
|
| 1310 |
+
0.8439463841343167,
|
| 1311 |
+
0.8845307112323365
|
| 1312 |
+
],
|
| 1313 |
+
"candidate_oracle_branch_success_rates": [
|
| 1314 |
+
0.3383838383838384,
|
| 1315 |
+
0.2828282828282828,
|
| 1316 |
+
0.2878787878787879,
|
| 1317 |
+
0.25757575757575757,
|
| 1318 |
+
0.2878787878787879,
|
| 1319 |
+
0.2727272727272727,
|
| 1320 |
+
0.2878787878787879,
|
| 1321 |
+
0.29797979797979796
|
| 1322 |
+
],
|
| 1323 |
+
"candidate_oracle_improvement_rate": 0.40404040404040403,
|
| 1324 |
+
"candidate_oracle_progress": 0.6581640573067948,
|
| 1325 |
+
"candidate_oracle_regret": 0.9300545716018538,
|
| 1326 |
+
"candidate_oracle_restore_max_error": 4.76837158203125e-07,
|
| 1327 |
+
"candidate_oracle_score": 1.0319014310441685,
|
| 1328 |
+
"candidate_oracle_score_gain_over_selected": 0.05780303117941425,
|
| 1329 |
+
"candidate_oracle_selected_branch_progress": 0.6357145610387729,
|
| 1330 |
+
"candidate_oracle_selected_branch_success_rate": 0.3383838383838384,
|
| 1331 |
+
"candidate_oracle_success_rate": 0.37373737373737376,
|
| 1332 |
+
"candidate_oracle_type_counts": {
|
| 1333 |
+
"retrieval_residual_policy_residual": 114,
|
| 1334 |
+
"retrieval_residual_residual_near_miss": 21,
|
| 1335 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 6,
|
| 1336 |
+
"retrieval_residual_residual_no_op": 23,
|
| 1337 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 4,
|
| 1338 |
+
"retrieval_residual_residual_wrong_gripper": 30
|
| 1339 |
+
},
|
| 1340 |
+
"candidate_oracle_unique_count": 8.0,
|
| 1341 |
+
"expert_success_rate": 0.9444444444444444,
|
| 1342 |
+
"num_groups": 198,
|
| 1343 |
+
"oracle_success_rate": 0.9595959595959596,
|
| 1344 |
+
"policy_expert_regret": 0.9807323978442435,
|
| 1345 |
+
"policy_oracle_regret": 0.9878158483729519,
|
| 1346 |
+
"policy_rollout_progress": 0.6357563158892321,
|
| 1347 |
+
"policy_rollout_success_rate": 0.3383838383838384,
|
| 1348 |
+
"restore_max_error": 2.384185791015625e-07
|
| 1349 |
+
},
|
| 1350 |
+
"PullCube-v1": {
|
| 1351 |
+
"action_mse_to_best": 0.6408373928732343,
|
| 1352 |
+
"candidate_oracle_best_branch_rank": 3.6777777777777776,
|
| 1353 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 1354 |
+
"1": 34,
|
| 1355 |
+
"2": 12,
|
| 1356 |
+
"3": 7,
|
| 1357 |
+
"4": 5,
|
| 1358 |
+
"5": 3,
|
| 1359 |
+
"6": 3,
|
| 1360 |
+
"7": 9,
|
| 1361 |
+
"8": 17
|
| 1362 |
+
},
|
| 1363 |
+
"candidate_oracle_branch_progress": [
|
| 1364 |
+
0.3270835054900393,
|
| 1365 |
+
0.22817256613634526,
|
| 1366 |
+
0.26075001319663393,
|
| 1367 |
+
0.23498956476752128,
|
| 1368 |
+
0.25593739666251675,
|
| 1369 |
+
0.28468709347459176,
|
| 1370 |
+
0.22975221652951505,
|
| 1371 |
+
0.32866308391094207
|
| 1372 |
+
],
|
| 1373 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 1374 |
+
0.0,
|
| 1375 |
+
-0.21002205076834393,
|
| 1376 |
+
-0.13300016071233484,
|
| 1377 |
+
-0.1809828286110941,
|
| 1378 |
+
-0.1378127765841782,
|
| 1379 |
+
-0.07572974594206446,
|
| 1380 |
+
-0.19733128673914407,
|
| 1381 |
+
0.012690688773161835
|
| 1382 |
+
],
|
| 1383 |
+
"candidate_oracle_branch_scores": [
|
| 1384 |
+
0.5493057277122615,
|
| 1385 |
+
0.3392836772474564,
|
| 1386 |
+
0.4163055687521895,
|
| 1387 |
+
0.3683228981008546,
|
| 1388 |
+
0.4114929522180723,
|
| 1389 |
+
0.47357598236348064,
|
| 1390 |
+
0.3519744387517373,
|
| 1391 |
+
0.5619964172442754
|
| 1392 |
+
],
|
| 1393 |
+
"candidate_oracle_branch_success_rates": [
|
| 1394 |
+
0.2222222222222222,
|
| 1395 |
+
0.1111111111111111,
|
| 1396 |
+
0.15555555555555556,
|
| 1397 |
+
0.13333333333333333,
|
| 1398 |
+
0.15555555555555556,
|
| 1399 |
+
0.18888888888888888,
|
| 1400 |
+
0.12222222222222222,
|
| 1401 |
+
0.23333333333333334
|
| 1402 |
+
],
|
| 1403 |
+
"candidate_oracle_improvement_rate": 0.6222222222222222,
|
| 1404 |
+
"candidate_oracle_progress": 0.4730292216978139,
|
| 1405 |
+
"candidate_oracle_regret": 0.30388461639069847,
|
| 1406 |
+
"candidate_oracle_restore_max_error": 4.76837158203125e-07,
|
| 1407 |
+
"candidate_oracle_score": 0.8508069994755917,
|
| 1408 |
+
"candidate_oracle_score_gain_over_selected": 0.3015012719151047,
|
| 1409 |
+
"candidate_oracle_selected_branch_progress": 0.3270835054900393,
|
| 1410 |
+
"candidate_oracle_selected_branch_success_rate": 0.2222222222222222,
|
| 1411 |
+
"candidate_oracle_success_rate": 0.37777777777777777,
|
| 1412 |
+
"candidate_oracle_type_counts": {
|
| 1413 |
+
"retrieval_residual_policy_residual": 31,
|
| 1414 |
+
"retrieval_residual_residual_near_miss": 21,
|
| 1415 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 18,
|
| 1416 |
+
"retrieval_residual_residual_no_op": 6,
|
| 1417 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 8,
|
| 1418 |
+
"retrieval_residual_residual_wrong_gripper": 6
|
| 1419 |
+
},
|
| 1420 |
+
"candidate_oracle_unique_count": 8.0,
|
| 1421 |
+
"expert_success_rate": 0.24444444444444444,
|
| 1422 |
+
"num_groups": 90,
|
| 1423 |
+
"oracle_success_rate": 0.4666666666666667,
|
| 1424 |
+
"policy_expert_regret": 0.27485709413195863,
|
| 1425 |
+
"policy_oracle_regret": 0.5026470268076183,
|
| 1426 |
+
"policy_rollout_progress": 0.3366318846604372,
|
| 1427 |
+
"policy_rollout_success_rate": 0.23333333333333334,
|
| 1428 |
+
"restore_max_error": 2.384185791015625e-07
|
| 1429 |
+
},
|
| 1430 |
+
"PushCube-v1": {
|
| 1431 |
+
"action_mse_to_best": 0.3970492488824495,
|
| 1432 |
+
"candidate_oracle_best_branch_rank": 1.7326732673267327,
|
| 1433 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 1434 |
+
"1": 80,
|
| 1435 |
+
"2": 8,
|
| 1436 |
+
"3": 2,
|
| 1437 |
+
"4": 1,
|
| 1438 |
+
"5": 2,
|
| 1439 |
+
"6": 1,
|
| 1440 |
+
"7": 3,
|
| 1441 |
+
"8": 4
|
| 1442 |
+
},
|
| 1443 |
+
"candidate_oracle_branch_progress": [
|
| 1444 |
+
0.8090742473850155,
|
| 1445 |
+
0.8171506218685962,
|
| 1446 |
+
0.6438372831533451,
|
| 1447 |
+
0.6425737000928067,
|
| 1448 |
+
0.6700455909318263,
|
| 1449 |
+
0.5998270139835848,
|
| 1450 |
+
0.5534984702521032,
|
| 1451 |
+
0.5664018404365766
|
| 1452 |
+
],
|
| 1453 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 1454 |
+
0.0,
|
| 1455 |
+
0.01797736399244554,
|
| 1456 |
+
-0.3434547836532687,
|
| 1457 |
+
-0.354619365074847,
|
| 1458 |
+
-0.28754350985630905,
|
| 1459 |
+
-0.4369700070064847,
|
| 1460 |
+
-0.542704491479562,
|
| 1461 |
+
-0.5099991384414163
|
| 1462 |
+
],
|
| 1463 |
+
"candidate_oracle_branch_scores": [
|
| 1464 |
+
1.6011534553058078,
|
| 1465 |
+
1.6191308198883982,
|
| 1466 |
+
1.257698669291959,
|
| 1467 |
+
1.2465340961324107,
|
| 1468 |
+
1.3136099473674698,
|
| 1469 |
+
1.1641834496271493,
|
| 1470 |
+
1.058448965301608,
|
| 1471 |
+
1.0911543156841013
|
| 1472 |
+
],
|
| 1473 |
+
"candidate_oracle_branch_success_rates": [
|
| 1474 |
+
0.7920792079207921,
|
| 1475 |
+
0.801980198019802,
|
| 1476 |
+
0.6138613861386139,
|
| 1477 |
+
0.6039603960396039,
|
| 1478 |
+
0.6435643564356436,
|
| 1479 |
+
0.5643564356435643,
|
| 1480 |
+
0.504950495049505,
|
| 1481 |
+
0.5247524752475248
|
| 1482 |
+
],
|
| 1483 |
+
"candidate_oracle_improvement_rate": 0.2079207920792079,
|
| 1484 |
+
"candidate_oracle_progress": 0.9358177499310805,
|
| 1485 |
+
"candidate_oracle_regret": 0.1334891807619888,
|
| 1486 |
+
"candidate_oracle_restore_max_error": 4.76837158203125e-07,
|
| 1487 |
+
"candidate_oracle_score": 1.866510819238011,
|
| 1488 |
+
"candidate_oracle_score_gain_over_selected": 0.26535736245684105,
|
| 1489 |
+
"candidate_oracle_selected_branch_progress": 0.8090742473850155,
|
| 1490 |
+
"candidate_oracle_selected_branch_success_rate": 0.7920792079207921,
|
| 1491 |
+
"candidate_oracle_success_rate": 0.9306930693069307,
|
| 1492 |
+
"candidate_oracle_type_counts": {
|
| 1493 |
+
"retrieval_residual_policy_residual": 73,
|
| 1494 |
+
"retrieval_residual_residual_near_miss": 2,
|
| 1495 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 2,
|
| 1496 |
+
"retrieval_residual_residual_no_op": 4,
|
| 1497 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 2,
|
| 1498 |
+
"retrieval_residual_residual_wrong_gripper": 18
|
| 1499 |
+
},
|
| 1500 |
+
"candidate_oracle_unique_count": 8.0,
|
| 1501 |
+
"expert_success_rate": 0.8514851485148515,
|
| 1502 |
+
"num_groups": 101,
|
| 1503 |
+
"oracle_success_rate": 1.0,
|
| 1504 |
+
"policy_expert_regret": 0.3425388766987489,
|
| 1505 |
+
"policy_oracle_regret": 0.39744112810285964,
|
| 1506 |
+
"policy_rollout_progress": 0.8104796639763483,
|
| 1507 |
+
"policy_rollout_success_rate": 0.7920792079207921,
|
| 1508 |
+
"restore_max_error": 2.384185791015625e-07
|
| 1509 |
+
},
|
| 1510 |
+
"StackCube-v1": {
|
| 1511 |
+
"action_mse_to_best": 0.5226443493117888,
|
| 1512 |
+
"candidate_oracle_best_branch_rank": 3.7555555555555555,
|
| 1513 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 1514 |
+
"1": 28,
|
| 1515 |
+
"2": 11,
|
| 1516 |
+
"3": 8,
|
| 1517 |
+
"4": 8,
|
| 1518 |
+
"5": 8,
|
| 1519 |
+
"6": 9,
|
| 1520 |
+
"7": 6,
|
| 1521 |
+
"8": 12
|
| 1522 |
+
},
|
| 1523 |
+
"candidate_oracle_branch_progress": [
|
| 1524 |
+
0.3885676932003763,
|
| 1525 |
+
0.41393976228104695,
|
| 1526 |
+
0.37150472866164314,
|
| 1527 |
+
0.37592070500055946,
|
| 1528 |
+
0.43587400052282543,
|
| 1529 |
+
0.4131423869066768,
|
| 1530 |
+
0.41411820203065874,
|
| 1531 |
+
0.3745672861735026
|
| 1532 |
+
],
|
| 1533 |
+
"candidate_oracle_branch_score_gains_over_selected": [
|
| 1534 |
+
0.0,
|
| 1535 |
+
-0.01907237370808919,
|
| 1536 |
+
-0.07261852125326793,
|
| 1537 |
+
-0.07931365552875731,
|
| 1538 |
+
0.0028618620501624213,
|
| 1539 |
+
-0.04209197229809231,
|
| 1540 |
+
-0.05222727010647456,
|
| 1541 |
+
-0.08066707203785578
|
| 1542 |
+
],
|
| 1543 |
+
"candidate_oracle_branch_scores": [
|
| 1544 |
+
0.5219010265337096,
|
| 1545 |
+
0.5028286511699359,
|
| 1546 |
+
0.4492825064394209,
|
| 1547 |
+
0.44258737166722617,
|
| 1548 |
+
0.5247628894117143,
|
| 1549 |
+
0.47980905357334347,
|
| 1550 |
+
0.46967375758621427,
|
| 1551 |
+
0.44123395284016925
|
| 1552 |
+
],
|
| 1553 |
+
"candidate_oracle_branch_success_rates": [
|
| 1554 |
+
0.13333333333333333,
|
| 1555 |
+
0.08888888888888889,
|
| 1556 |
+
0.07777777777777778,
|
| 1557 |
+
0.06666666666666667,
|
| 1558 |
+
0.08888888888888889,
|
| 1559 |
+
0.06666666666666667,
|
| 1560 |
+
0.05555555555555555,
|
| 1561 |
+
0.06666666666666667
|
| 1562 |
+
],
|
| 1563 |
+
"candidate_oracle_improvement_rate": 0.6888888888888889,
|
| 1564 |
+
"candidate_oracle_progress": 0.5518062770366668,
|
| 1565 |
+
"candidate_oracle_regret": 1.0900052348772684,
|
| 1566 |
+
"candidate_oracle_restore_max_error": 4.76837158203125e-07,
|
| 1567 |
+
"candidate_oracle_score": 0.7962507214811113,
|
| 1568 |
+
"candidate_oracle_score_gain_over_selected": 0.274349695775244,
|
| 1569 |
+
"candidate_oracle_selected_branch_progress": 0.3885676932003763,
|
| 1570 |
+
"candidate_oracle_selected_branch_success_rate": 0.13333333333333333,
|
| 1571 |
+
"candidate_oracle_success_rate": 0.24444444444444444,
|
| 1572 |
+
"candidate_oracle_type_counts": {
|
| 1573 |
+
"retrieval_residual_policy_residual": 27,
|
| 1574 |
+
"retrieval_residual_residual_near_miss": 13,
|
| 1575 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 8,
|
| 1576 |
+
"retrieval_residual_residual_no_op": 5,
|
| 1577 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 12,
|
| 1578 |
+
"retrieval_residual_residual_wrong_gripper": 25
|
| 1579 |
+
},
|
| 1580 |
+
"candidate_oracle_unique_count": 8.0,
|
| 1581 |
+
"expert_success_rate": 0.7666666666666667,
|
| 1582 |
+
"num_groups": 90,
|
| 1583 |
+
"oracle_success_rate": 0.9111111111111111,
|
| 1584 |
+
"policy_expert_regret": 1.1750739713509877,
|
| 1585 |
+
"policy_oracle_regret": 1.3371944083107843,
|
| 1586 |
+
"policy_rollout_progress": 0.4045378933350245,
|
| 1587 |
+
"policy_rollout_success_rate": 0.14444444444444443,
|
| 1588 |
+
"restore_max_error": 2.086162567138672e-07
|
| 1589 |
+
}
|
| 1590 |
+
}
|
| 1591 |
+
}
|
| 1592 |
+
],
|
| 1593 |
+
"candidate_oracle_rollouts": 8,
|
| 1594 |
+
"candidate_oracle_unique_tolerance": 1e-06,
|
| 1595 |
+
"mean_candidate_oracle_success_rate": 0.43072463768115943,
|
| 1596 |
+
"mean_candidate_oracle_progress": 0.6443418554713328,
|
| 1597 |
+
"mean_candidate_oracle_score": 1.0750664931524923,
|
| 1598 |
+
"mean_candidate_oracle_regret": 0.7390671574130007,
|
| 1599 |
+
"mean_candidate_oracle_score_gain_over_selected": 0.16034898876064066,
|
| 1600 |
+
"mean_candidate_oracle_unique_count": 8.0,
|
| 1601 |
+
"mean_candidate_oracle_improvement_rate": 0.4602898550724638,
|
| 1602 |
+
"mean_candidate_oracle_selected_branch_success_rate": 0.34840579710144925,
|
| 1603 |
+
"mean_candidate_oracle_selected_branch_progress": 0.5663117068376537,
|
| 1604 |
+
"candidate_oracle_type_counts": {
|
| 1605 |
+
"retrieval_residual_policy_residual": 867,
|
| 1606 |
+
"retrieval_residual_residual_near_miss": 201,
|
| 1607 |
+
"retrieval_residual_residual_near_miss+residual_wrong_gripper": 99,
|
| 1608 |
+
"retrieval_residual_residual_no_op": 182,
|
| 1609 |
+
"retrieval_residual_residual_no_op+residual_wrong_gripper": 86,
|
| 1610 |
+
"retrieval_residual_residual_wrong_gripper": 290
|
| 1611 |
+
},
|
| 1612 |
+
"mean_candidate_oracle_best_branch_rank": 2.8544927536231883,
|
| 1613 |
+
"candidate_oracle_best_branch_rank_counts": {
|
| 1614 |
+
"1": 931,
|
| 1615 |
+
"2": 162,
|
| 1616 |
+
"3": 88,
|
| 1617 |
+
"4": 87,
|
| 1618 |
+
"5": 102,
|
| 1619 |
+
"6": 87,
|
| 1620 |
+
"7": 119,
|
| 1621 |
+
"8": 149
|
| 1622 |
+
},
|
| 1623 |
+
"mean_candidate_oracle_branch_success_rates": [
|
| 1624 |
+
0.34840579710144925,
|
| 1625 |
+
0.29333333333333333,
|
| 1626 |
+
0.27652173913043476,
|
| 1627 |
+
0.26666666666666666,
|
| 1628 |
+
0.2573913043478261,
|
| 1629 |
+
0.2510144927536232,
|
| 1630 |
+
0.2336231884057971,
|
| 1631 |
+
0.25043478260869567
|
| 1632 |
+
],
|
| 1633 |
+
"mean_candidate_oracle_branch_progress": [
|
| 1634 |
+
0.5663117068376537,
|
| 1635 |
+
0.520170341766021,
|
| 1636 |
+
0.4982426099374931,
|
| 1637 |
+
0.48436801132148777,
|
| 1638 |
+
0.4810738827217964,
|
| 1639 |
+
0.4725861245269809,
|
| 1640 |
+
0.45777137219419944,
|
| 1641 |
+
0.4651103241433016
|
| 1642 |
+
],
|
| 1643 |
+
"mean_candidate_oracle_branch_score_gains_over_selected": [
|
| 1644 |
+
0.0,
|
| 1645 |
+
-0.10121382852732812,
|
| 1646 |
+
-0.139953154850299,
|
| 1647 |
+
-0.16368282582816682,
|
| 1648 |
+
-0.17625231607560662,
|
| 1649 |
+
-0.1911168860916518,
|
| 1650 |
+
-0.22332294284109622,
|
| 1651 |
+
-0.19917239659924763
|
| 1652 |
+
]
|
| 1653 |
+
}
|
results/h16_policy_ckpt_near_miss_policy_bc5_bestpt_retrieval_residual_k4_composemasked_dropnmnoop_grid035040045_safe_margin0p20_noopbonus0p03_oraclek8trace_summary.md
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# h=16 Best-Policy Checkpoint Rollout
|
| 2 |
+
|
| 3 |
+
Run root: `/scratch/knguy52/dovla/experiments/dovla_h16_policy_ckpt_runs`
|
| 4 |
+
Objective: `near_miss_policy_bc5`
|
| 5 |
+
Result file: `policy_rollout_retrieval_residual_k4_composemasked_dropnmnoop_grid035040045_safe_margin0p20_noopbonus0p03_oraclek8trace.json`
|
| 6 |
+
Completed seeds: 3
|
| 7 |
+
Baseline h=4 policy success: 29.67%
|
| 8 |
+
Baseline h=16 rank-checkpoint success: 29.74%
|
| 9 |
+
|
| 10 |
+
Mean success: 35.65% +/- 1.22%
|
| 11 |
+
Gain vs h=16 rank checkpoint: +5.91%
|
| 12 |
+
Mean progress: 57.16%
|
| 13 |
+
Mean action MSE to best: 0.406
|
| 14 |
+
Candidate-oracle prefix: top 8 candidates
|
| 15 |
+
Candidate-oracle unique tolerance: 1e-06
|
| 16 |
+
Candidate-oracle success: 43.07%
|
| 17 |
+
Candidate-oracle progress: 64.43%
|
| 18 |
+
Candidate-oracle gain over selected branch: +0.160
|
| 19 |
+
Candidate-oracle unique count: 8.00
|
| 20 |
+
Candidate-oracle improvement rate: 46.03%
|
| 21 |
+
Candidate-oracle best branch rank: 2.85
|
| 22 |
+
Candidate-oracle best branch rank counts: {'1': 931, '2': 162, '3': 88, '4': 87, '5': 102, '6': 87, '7': 119, '8': 149}
|
| 23 |
+
Candidate-oracle branch success by rank: 34.84%, 29.33%, 27.65%, 26.67%, 25.74%, 25.10%, 23.36%, 25.04%
|
| 24 |
+
Candidate-oracle branch gain by rank: +0.000, -0.101, -0.140, -0.164, -0.176, -0.191, -0.223, -0.199
|
| 25 |
+
|
| 26 |
+
| seed | mode | k | policy cand | retrieval K | retrieval metric | residual anchor | residual direction | residual reduce | min type success | type success bonus | consensus penalty | min source progress | source progress bonus | source score bonus | residual scale | residual scales | margin | sigma | opt steps | trust | success | progress | oracle | candidate oracle | oracle gain | action MSE |
|
| 27 |
+
|---:|---|---:|---|---:|---|---|---|---|---:|---:|---:|---:|---:|---:|---:|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
|
| 28 |
+
| 0 | retrieval_residual | 48 | no | 4 | raw | expert | candidate_minus_anchor | compose_mean_by_type | 0.00 | 0.000 | 0.000 | 0.00 | 0.000 | 0.000 | 1.00 | 0.35,0.40,0.45 | 0.200 | 0.00 | 0 | 0.00 | 35.13% | 55.79% | 85.74% | 42.26% | +0.156 | 0.393 |
|
| 29 |
+
| 1 | retrieval_residual | 48 | no | 4 | raw | expert | candidate_minus_anchor | compose_mean_by_type | 0.00 | 0.000 | 0.000 | 0.00 | 0.000 | 0.000 | 1.00 | 0.35,0.40,0.45 | 0.200 | 0.00 | 0 | 0.00 | 34.78% | 57.16% | 86.96% | 41.57% | +0.148 | 0.398 |
|
| 30 |
+
| 2 | retrieval_residual | 48 | no | 4 | raw | expert | candidate_minus_anchor | compose_mean_by_type | 0.00 | 0.000 | 0.000 | 0.00 | 0.000 | 0.000 | 1.00 | 0.35,0.40,0.45 | 0.200 | 0.00 | 0 | 0.00 | 37.04% | 58.52% | 87.65% | 45.39% | +0.177 | 0.428 |
|