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fix: integrate PR #3314 review feedback
- ci(robocerebra): drop redundant hf auth login step (auth is already performed inside the eval step's container). - ci(robocerebra): add Docker Hub login before the image build to pick up the authenticated rate limit. - docs(robocerebra): align eval snippet with the CI command (observation size, camera_name_mapping, use_async_envs, device, empty_cameras=1). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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@@ -36,7 +36,7 @@ export MUJOCO_GL=egl # for headless servers (HPC, cloud)
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## Evaluation
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RoboCerebra eval runs against LIBERO's `libero_10` suite with RoboCerebra's camera naming (`image` + `wrist_image`) and an extra empty-camera slot for policies trained with three views:
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RoboCerebra eval runs against LIBERO's `libero_10` suite with RoboCerebra's camera naming (`image` + `wrist_image`) and an extra empty-camera slot so a three-view-trained policy receives the expected input layout:
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```bash
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lerobot-eval \
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@@ -45,10 +45,15 @@ lerobot-eval \
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--env.task=libero_10 \
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--env.fps=20 \
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--env.obs_type=pixels_agent_pos \
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--env.observation_height=256 \
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--env.observation_width=256 \
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'--env.camera_name_mapping={"agentview_image": "image", "robot0_eye_in_hand_image": "wrist_image"}' \
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--eval.batch_size=1 \
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--eval.n_episodes=10 \
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--eval.use_async_envs=false \
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--policy.device=cuda \
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'--rename_map={"observation.images.image": "observation.images.camera1", "observation.images.wrist_image": "observation.images.camera2"}' \
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--policy.empty_cameras=3
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--policy.empty_cameras=1
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```
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### Recommended evaluation episodes
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