pi05 sample_loading baseline
pi0.5 fine-tuned checkpoint (full-weight) for the RoboSynChallenge sample_loading task.
- Train config:
pi05_base_robosynchallenge_sample_loading_full(openpi), step 19999 - Model name:
sample_loading_sim - Training data: official dataset.
- Framework: openpi / pi0.5; checkpoint in openpi orbax format (
params/+assets/)
Eval protocol
Action chunk executed per query K=10, flow-matching denoise steps N=10 (model default).
CPU physics, eval_reset_sync_steps=1, expert-feasibility check on, fixed v2 seed list
(eval_seeds_v2.json), fast-rt renderer, 100 clear + 100 random episodes.
| setting | success / 100 |
|---|---|
| clear | 4 |
| random | 2 |
Numbers were measured with the fast-rt renderer; the organizers' Hybrid renderer can differ.
Layout
ckpt/
params/ orbax checkpoint
assets/ openpi asset handlers (norm stats)
_CHECKPOINT_METADATA
Run via submission/sample_loading/deploy_policy.yml in the RoboSynChallenge repo (bash submission/eval.sh sample_loading).