Remove Extreme Parkour and HAIC model bundles
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- latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/README.md +0 -20
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/checkpoint.pt +0 -3
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/eval_l0.json +0 -44
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/eval_l0.yaml +0 -12
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/eval_profile.json +0 -44
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/eval_profile.yaml +0 -8
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/provenance.json +0 -34
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/train.yaml +0 -34
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/README.md +0 -20
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/checkpoint.pt +0 -3
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/eval_l0.json +0 -44
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/eval_l0.yaml +0 -12
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/eval_profile.json +0 -44
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/eval_profile.yaml +0 -8
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/provenance.json +0 -34
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/train.yaml +0 -34
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/README.md +0 -20
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/checkpoint.pt +0 -3
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/eval_l0.json +0 -44
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/eval_l0.yaml +0 -12
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/eval_profile.json +0 -44
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/eval_profile.yaml +0 -8
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/provenance.json +0 -34
- latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/train.yaml +0 -34
- latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/README.md +0 -4
- latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/checkpoints/model.pt +0 -3
- latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/config.yaml +0 -40
- latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/dataset_statistics.json +0 -592
- latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/eval_l0.json +0 -0
- latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/eval_profile.json +0 -0
- latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/provenance.json +0 -189
- latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/task_contract.json +0 -673
- zero-latency/extreme-parkour-go2/small-policy/ppo-v1/model_14999.pt +0 -3
- zero-latency/extreme-parkour-go2/vla/gr00t-action-yaw-flow-aux-v1/config.json +0 -91
- zero-latency/extreme-parkour-go2/vla/gr00t-action-yaw-flow-aux-v1/embodiment_id.json +0 -57
- zero-latency/extreme-parkour-go2/vla/gr00t-action-yaw-flow-aux-v1/model-00001-of-00002.safetensors +0 -3
- zero-latency/extreme-parkour-go2/vla/gr00t-action-yaw-flow-aux-v1/model-00002-of-00002.safetensors +0 -3
- zero-latency/extreme-parkour-go2/vla/gr00t-action-yaw-flow-aux-v1/model.safetensors.index.json +0 -0
- zero-latency/extreme-parkour-go2/vla/gr00t-action-yaw-flow-aux-v1/processor_config.json +0 -131
- zero-latency/extreme-parkour-go2/vla/gr00t-action-yaw-flow-aux-v1/statistics.json +0 -559
- zero-latency/extreme-parkour-go2/vla/starvla-qwengr00t-h1/20260912T180303/README.md +0 -4
- zero-latency/extreme-parkour-go2/vla/starvla-qwengr00t-h1/20260912T180303/checkpoints/model.pt +0 -3
- zero-latency/extreme-parkour-go2/vla/starvla-qwengr00t-h1/20260912T180303/config.yaml +0 -58
- zero-latency/extreme-parkour-go2/vla/starvla-qwengr00t-h1/20260912T180303/dataset_statistics.json +0 -592
- zero-latency/extreme-parkour-go2/vla/starvla-qwengr00t-h1/20260912T180303/eval_l0.json +0 -0
- zero-latency/extreme-parkour-go2/vla/starvla-qwengr00t-h1/20260912T180303/provenance.json +0 -133
- zero-latency/extreme-parkour-go2/vla/starvla-qwengr00t-h1/20260912T180303/task_contract.json +0 -673
- zero-latency/extreme-parkour-go2/vla/starvla-qwenoft-h1/20260912T072315-nocache32v2/README.md +0 -4
- zero-latency/extreme-parkour-go2/vla/starvla-qwenoft-h1/20260912T072315-nocache32v2/checkpoints/model.pt +0 -3
- zero-latency/extreme-parkour-go2/vla/starvla-qwenoft-h1/20260912T072315-nocache32v2/config.yaml +0 -40
latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/README.md
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# Extreme Parkour Go2 — QwenGR00T latency-aware PPO
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Native command policy trained from scratch with the QwenGR00T RTX 3090 temporal
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latency profile. The checkpoint completed 3,000 PPO iterations on one H200.
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Training used 6,144 environments, seed 1, 50 Hz control, 10 Hz decisions,
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24 decisions/environment/iteration, control repeat 5, five PPO epochs, four
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minibatches, and fixed learning rate `2e-4`.
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| Evaluation | Episodes | Return mean ± SD | Raw length mean ± SD | Waypoint progress mean ± SD |
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|---|---:|---:|---:|---:|
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| QwenGR00T temporal profile | 100 | 18.6098 ± 3.5573 | 607.84 ± 85.42 | 0.9814 ± 0.1100 |
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| 0 ms latency | 100 | 12.7761 ± 4.3001 | 479.16 ± 121.89 | 0.7900 ± 0.3054 |
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Both evaluations use 256 parallel environments, seed 1, deterministic policy
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means, and a 1,500 raw-control-frame episode cap. See `eval_profile.json` and
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`eval_l0.json` for complete metrics and latency counts.
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Training run: https://wandb.ai/saberrr-zju/isaaclab-parkour/runs/ce1ykqzc
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/checkpoint.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:72d03f3afa63efa0cc81bc600e546e45ecb3fa9cb19145f6e18d9bf32c5c5c5f
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size 172353147
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/eval_l0.json
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{
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"identity": {
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"checkpoint": "/home/ubuntu/latency-sensitive-bench/third_party/Isaaclab_Parkour/logs/rsl_rl/unitree_go2_parkour/2026-09-16_09-14-42_extreme_parkour_go2_qwengr00t_scratch_seed1_3k_h200/model_2999.pt",
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"latency_config": "/home/ubuntu/latency-sensitive-bench/configs/training/latency/parkour_zero.yaml",
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"latency": {
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"method": "fixed",
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"env_fps": 50,
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"obs_fps": 10,
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"profile_path": null
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},
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"teacher_checkpoint": "/home/ubuntu/model_14999.pt",
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"teacher_baseline": false,
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"seed": 1
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},
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"evaluation": {
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"num_envs": 256,
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"completed_episodes": 100,
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"requested_episodes": 100,
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"max_episode_steps": 1500,
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"control_repeat": 5
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},
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"metrics": {
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"reward_mean": 12.776075179576873,
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"reward_std": 4.300141180357825,
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"episode_length_raw_mean": 479.16,
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"episode_length_raw_std": 121.88707474502368,
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"waypoints_mean": 0.79,
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"waypoints_std": 0.3053636173081368,
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"edge_violation_mean": 0.154,
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"edge_violation_std": 0.4126548194314469
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},
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"latency": {
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"scope": "all_vector_slots_until_requested_episode_count",
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"admissions": 32768,
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"drops": 0,
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"raw_control_frames": 163660,
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"sampled_ms_mean": 0.0
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},
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"throughput": {
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"raw_control_frames": 163660,
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"elapsed_seconds": 21.216213559004245,
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"raw_control_frames_per_second": 7713.911794149623
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}
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/eval_l0.yaml
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__base__: train.yaml
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latency:
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method: fixed
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fixed_latency_ms: 0
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seed: 0
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evaluation:
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num_envs: 256
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episodes: 100
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max_episode_steps: 1500
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seed: 1
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deterministic: true
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/eval_profile.json
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{
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"identity": {
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"checkpoint": "/home/ubuntu/latency-sensitive-bench/third_party/Isaaclab_Parkour/logs/rsl_rl/unitree_go2_parkour/2026-09-16_09-14-42_extreme_parkour_go2_qwengr00t_scratch_seed1_3k_h200/model_2999.pt",
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"latency_config": "/home/ubuntu/latency-sensitive-bench/outputs/latency_rl/parkour/h200_20260916_qwengr00t/latency.yaml",
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"latency": {
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"method": "temporal",
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"env_fps": 50,
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"obs_fps": 10,
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"profile_path": "/home/ubuntu/latency-sensitive-bench/results/profiling/profiles/qwengr00t/1x-rtx3090/extreme_parkour_go2/instance_6e332477bffea7da/profile.json"
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},
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"teacher_checkpoint": "/home/ubuntu/model_14999.pt",
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"teacher_baseline": false,
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"seed": 1
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},
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"evaluation": {
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"num_envs": 256,
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"completed_episodes": 100,
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"requested_episodes": 100,
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"max_episode_steps": 1500,
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"control_repeat": 5
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},
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"metrics": {
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"reward_mean": 18.609787216186522,
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"episode_length_raw_mean": 607.84,
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"episode_length_raw_std": 85.41907624095795,
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"waypoints_mean": 0.9814285714285714,
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"edge_violation_mean": 0.112,
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"edge_violation_std": 0.3625686141959891
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},
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"latency": {
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"scope": "all_vector_slots_until_requested_episode_count",
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"admissions": 18937,
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/eval_profile.yaml
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__base__: train.yaml
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evaluation:
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num_envs: 256
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episodes: 100
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max_episode_steps: 1500
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seed: 1
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deterministic: true
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/provenance.json
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{
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"task": "extreme-parkour-go2",
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"model": "ppo-command-policy",
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"latency_profile_model": "qwengr00t",
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"status": "evaluated",
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"wandb_url": "https://wandb.ai/saberrr-zju/isaaclab-parkour/runs/ce1ykqzc",
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"isaac_lab": "46dff135f44683f031edf346e544fcfd8456b2bb",
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"parkour": "b34830ece802978aaff8b97500a3a924d1209c21"
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"profile": {
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"revision": "e8be1e5dfd309f85ab7ff704dc02bd4898b7ceb4",
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"path": "profiles/qwengr00t/1x-rtx3090/extreme_parkour_go2/instance_6e332477bffea7da",
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwengr00t-rtx3090-v1/train.yaml
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experiment:
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name: extreme_parkour_go2_qwengr00t_scratch
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seed: 1
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env:
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name: extreme_parkour_go2
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env_fps: 50
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simulator_device: cuda:0
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latency:
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method: temporal
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seed: 0
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profile_path: profiles/qwengr00t/1x-rtx3090/extreme_parkour_go2/instance_6e332477bffea7da/profile.json
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ordering_policy: latest_ready
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command:
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dimension: 34
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horizon: 1
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control_repeat: 5
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training:
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num_envs: 6144
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kit_threads: 8
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physx_threads: 8
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physics_dt: 0.005
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decimation: 4
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decisions_per_env_per_iteration: 24
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max_iterations: 3000
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learning_epochs: 5
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/README.md
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# Extreme Parkour Go2 — QwenOFT latency-aware PPO
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Native command policy trained from scratch with the QwenOFT RTX 3090 temporal
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latency profile. The checkpoint completed 3,000 PPO iterations on one H200.
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Training used 6,144 environments, seed 1, 50 Hz control, 10 Hz decisions,
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24 decisions/environment/iteration, control repeat 5, five PPO epochs, four
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minibatches, and fixed learning rate `2e-4`.
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| Evaluation | Episodes | Return mean ± SD | Raw length mean ± SD | Waypoint progress mean ± SD |
|
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|---|---:|---:|---:|---:|
|
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| QwenOFT temporal profile | 100 | 16.2985 ± 5.8936 | 650.84 ± 161.56 | 0.8314 ± 0.2773 |
|
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| 0 ms latency | 100 | 16.7771 ± 6.1831 | 663.42 ± 173.64 | 0.8329 ± 0.2872 |
|
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Both evaluations use 256 parallel environments, seed 1, deterministic policy
|
| 16 |
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means, and a 1,500 raw-control-frame episode cap. See `eval_profile.json` and
|
| 17 |
-
`eval_l0.json` for complete metrics and latency counts.
|
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Training run: https://wandb.ai/saberrr-zju/isaaclab-parkour/runs/6ix3w954
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/checkpoint.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1c56e4cd2d6b6618c0592192dd5019e3acdc444965fc29980abbcc31efaca013
|
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size 239286587
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/eval_l0.json
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|
| 1 |
-
{
|
| 2 |
-
"identity": {
|
| 3 |
-
"checkpoint": "/home/ubuntu/latency-sensitive-bench/third_party/Isaaclab_Parkour/logs/rsl_rl/unitree_go2_parkour/2026-09-16_09-14-43_extreme_parkour_go2_qwenoft_scratch_seed1_3k_h200/model_2999.pt",
|
| 4 |
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"latency_config": "/home/ubuntu/latency-sensitive-bench/configs/training/latency/parkour_zero.yaml",
|
| 5 |
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"latency": {
|
| 6 |
-
"method": "fixed",
|
| 7 |
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| 8 |
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|
| 9 |
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|
| 10 |
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| 11 |
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"teacher_checkpoint": "/home/ubuntu/model_14999.pt",
|
| 12 |
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"teacher_baseline": false,
|
| 13 |
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"seed": 1
|
| 14 |
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},
|
| 15 |
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"evaluation": {
|
| 16 |
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"num_envs": 256,
|
| 17 |
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"completed_episodes": 100,
|
| 18 |
-
"requested_episodes": 100,
|
| 19 |
-
"max_episode_steps": 1500,
|
| 20 |
-
"control_repeat": 5
|
| 21 |
-
},
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| 22 |
-
"metrics": {
|
| 23 |
-
"reward_mean": 16.77713394165039,
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| 24 |
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"reward_std": 6.183106310446976,
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| 25 |
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"episode_length_raw_mean": 663.42,
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| 26 |
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"episode_length_raw_std": 173.63512073170898,
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| 27 |
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"waypoints_mean": 0.8328571428571427,
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| 28 |
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"waypoints_std": 0.28717839154683733,
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| 29 |
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"edge_violation_mean": 0.158,
|
| 30 |
-
"edge_violation_std": 0.415975960843893
|
| 31 |
-
},
|
| 32 |
-
"latency": {
|
| 33 |
-
"scope": "all_vector_slots_until_requested_episode_count",
|
| 34 |
-
"admissions": 46080,
|
| 35 |
-
"drops": 0,
|
| 36 |
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"raw_control_frames": 230197,
|
| 37 |
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"sampled_ms_mean": 0.0
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| 38 |
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},
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| 39 |
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"throughput": {
|
| 40 |
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"raw_control_frames": 230197,
|
| 41 |
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"elapsed_seconds": 47.57120870301151,
|
| 42 |
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"raw_control_frames_per_second": 4838.998341142156
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| 43 |
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| 44 |
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/eval_l0.yaml
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| 1 |
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__base__: train.yaml
|
| 2 |
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latency:
|
| 3 |
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method: fixed
|
| 4 |
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fixed_latency_ms: 0
|
| 5 |
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seed: 0
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| 6 |
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evaluation:
|
| 7 |
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num_envs: 256
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episodes: 100
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max_episode_steps: 1500
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seed: 1
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deterministic: true
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/eval_profile.json
DELETED
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|
|
| 1 |
-
{
|
| 2 |
-
"identity": {
|
| 3 |
-
"checkpoint": "/home/ubuntu/latency-sensitive-bench/third_party/Isaaclab_Parkour/logs/rsl_rl/unitree_go2_parkour/2026-09-16_09-14-43_extreme_parkour_go2_qwenoft_scratch_seed1_3k_h200/model_2999.pt",
|
| 4 |
-
"latency_config": "/home/ubuntu/latency-sensitive-bench/outputs/latency_rl/parkour/h200_20260916_qwenoft/latency.yaml",
|
| 5 |
-
"latency": {
|
| 6 |
-
"method": "temporal",
|
| 7 |
-
"env_fps": 50,
|
| 8 |
-
"obs_fps": 10,
|
| 9 |
-
"profile_path": "/home/ubuntu/latency-sensitive-bench/results/profiling/profiles/qwenoft/1x-rtx3090/extreme_parkour_go2/instance_6e332477bffea7da/profile.json"
|
| 10 |
-
},
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| 11 |
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"teacher_checkpoint": "/home/ubuntu/model_14999.pt",
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| 12 |
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| 13 |
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"seed": 1
|
| 14 |
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},
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| 15 |
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"evaluation": {
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| 16 |
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|
| 17 |
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"completed_episodes": 100,
|
| 18 |
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"requested_episodes": 100,
|
| 19 |
-
"max_episode_steps": 1500,
|
| 20 |
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|
| 21 |
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| 22 |
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"metrics": {
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| 23 |
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"edge_violation_std": 0.3392874887171644
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| 31 |
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},
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| 32 |
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"latency": {
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| 33 |
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"scope": "all_vector_slots_until_requested_episode_count",
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| 34 |
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"admissions": 42425,
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| 35 |
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"drops": 3143,
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| 37 |
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| 38 |
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/eval_profile.yaml
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|
| 1 |
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__base__: train.yaml
|
| 2 |
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evaluation:
|
| 3 |
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num_envs: 256
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episodes: 100
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max_episode_steps: 1500
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seed: 1
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deterministic: true
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/provenance.json
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|
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|
| 1 |
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{
|
| 2 |
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"task": "extreme-parkour-go2",
|
| 3 |
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"model": "ppo-command-policy",
|
| 4 |
-
"latency_profile_model": "qwenoft",
|
| 5 |
-
"status": "evaluated",
|
| 6 |
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"wandb_url": "https://wandb.ai/saberrr-zju/isaaclab-parkour/runs/6ix3w954",
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| 7 |
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"checkpoint": "checkpoint.pt",
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},
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"evaluations": {
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| 30 |
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"zero_latency": "eval_l0.json"
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenoft-rtx3090-v1/train.yaml
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|
| 1 |
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experiment:
|
| 2 |
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name: extreme_parkour_go2_qwenoft_scratch
|
| 3 |
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seed: 1
|
| 4 |
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env:
|
| 5 |
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name: extreme_parkour_go2
|
| 6 |
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env_fps: 50
|
| 7 |
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obs_fps: 10
|
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simulator_device: cuda:0
|
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latency:
|
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method: temporal
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seed: 0
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| 12 |
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profile_path: profiles/qwenoft/1x-rtx3090/extreme_parkour_go2/instance_6e332477bffea7da/profile.json
|
| 13 |
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executor:
|
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simulated_worker_capacity: 1
|
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scheduler:
|
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hold_policy: hold
|
| 17 |
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ordering_policy: latest_ready
|
| 18 |
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command:
|
| 19 |
-
dimension: 34
|
| 20 |
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horizon: 1
|
| 21 |
-
control_repeat: 5
|
| 22 |
-
training:
|
| 23 |
-
num_envs: 6144
|
| 24 |
-
kit_threads: 8
|
| 25 |
-
physx_threads: 8
|
| 26 |
-
physics_dt: 0.005
|
| 27 |
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decimation: 4
|
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/README.md
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# Extreme Parkour Go2 — QwenPI v3 latency-aware PPO
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Native command policy trained from scratch with the QwenPI v3 RTX 3090 temporal
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latency profile. The checkpoint completed 3,000 PPO iterations on one H200.
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Training used 6,144 environments, seed 1, 50 Hz control, 10 Hz decisions,
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24 decisions/environment/iteration, control repeat 5, five PPO epochs, four
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minibatches, and fixed learning rate `2e-4`.
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| Evaluation | Episodes | Return mean ± SD | Raw length mean ± SD | Waypoint progress mean ± SD |
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|---|---:|---:|---:|---:|
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| QwenPI v3 temporal profile | 100 | 17.1554 ± 4.3398 | 579.28 ± 103.19 | 0.9214 ± 0.1910 |
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| 0 ms latency | 100 | 11.8676 ± 4.5410 | 443.73 ± 139.98 | 0.6757 ± 0.3349 |
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Both evaluations use 256 parallel environments, seed 1, deterministic policy
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means, and a 1,500 raw-control-frame episode cap. See `eval_profile.json` and
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`eval_l0.json` for complete metrics and latency counts.
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Training run: https://wandb.ai/saberrr-zju/isaaclab-parkour/runs/h7ebvge6
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/checkpoint.pt
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version https://git-lfs.github.com/spec/v1
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size 171687483
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/eval_l0.json
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{
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"identity": {
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"checkpoint": "/home/ubuntu/latency-sensitive-bench/third_party/Isaaclab_Parkour/logs/rsl_rl/unitree_go2_parkour/2026-09-16_09-14-41_extreme_parkour_go2_qwenpi_v3_scratch_seed1_3k_h200/model_2999.pt",
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"method": "fixed",
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},
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"evaluation": {
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"num_envs": 256,
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"completed_episodes": 100,
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"requested_episodes": 100,
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"max_episode_steps": 1500,
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"metrics": {
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"edge_violation_mean": 0.118,
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"edge_violation_std": 0.3317770335632049
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"latency": {
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"scope": "all_vector_slots_until_requested_episode_count",
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"admissions": 33536,
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"drops": 0,
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"raw_control_frames": 167463,
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"sampled_ms_mean": 0.0
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"throughput": {
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"raw_control_frames": 167463,
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"elapsed_seconds": 51.53632309200475,
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"raw_control_frames_per_second": 3249.4169151539627
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/eval_l0.yaml
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__base__: train.yaml
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latency:
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method: fixed
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fixed_latency_ms: 0
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seed: 0
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evaluation:
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num_envs: 256
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episodes: 100
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max_episode_steps: 1500
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seed: 1
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deterministic: true
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/eval_profile.json
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{
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"identity": {
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"checkpoint": "/home/ubuntu/latency-sensitive-bench/third_party/Isaaclab_Parkour/logs/rsl_rl/unitree_go2_parkour/2026-09-16_09-14-41_extreme_parkour_go2_qwenpi_v3_scratch_seed1_3k_h200/model_2999.pt",
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| 4 |
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"latency_config": "/home/ubuntu/latency-sensitive-bench/outputs/latency_rl/parkour/h200_20260916_qwenpi_v3/latency.yaml",
|
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"latency": {
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"method": "temporal",
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"env_fps": 50,
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"obs_fps": 10,
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"profile_path": "/home/ubuntu/latency-sensitive-bench/results/profiling/profiles/qwenpi_v3/1x-rtx3090/extreme_parkour_go2/instance_b19d7af6f1bdd95d/profile.json"
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"seed": 1
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"evaluation": {
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"completed_episodes": 100,
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"requested_episodes": 100,
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"max_episode_steps": 1500,
|
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"control_repeat": 5
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"metrics": {
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"waypoints_mean": 0.9214285714285714,
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"edge_violation_mean": 0.099,
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"edge_violation_std": 0.3364505907261867
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"latency": {
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"scope": "all_vector_slots_until_requested_episode_count",
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"admissions": 12433,
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"drops": 23919,
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"raw_control_frames": 181588,
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"sampled_ms_mean": 238.70590165410624
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/eval_profile.yaml
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__base__: train.yaml
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evaluation:
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num_envs: 256
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episodes: 100
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max_episode_steps: 1500
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seed: 1
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deterministic: true
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/provenance.json
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{
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"task": "extreme-parkour-go2",
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"model": "ppo-command-policy",
|
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"latency_profile_model": "qwenpi_v3",
|
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"status": "evaluated",
|
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"wandb_url": "https://wandb.ai/saberrr-zju/isaaclab-parkour/runs/h7ebvge6",
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"checkpoint": "checkpoint.pt",
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"checkpoint_iteration": 2999,
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"initialization": "from_scratch",
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"benchmark": "f0929454423a5f170eb3c226aec42103ea351248",
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"isaac_lab": "46dff135f44683f031edf346e544fcfd8456b2bb",
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"profile": {
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"revision": "e8be1e5dfd309f85ab7ff704dc02bd4898b7ceb4",
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"path": "profiles/qwenpi_v3/1x-rtx3090/extreme_parkour_go2/instance_b19d7af6f1bdd95d",
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"profile_sha256": "2abdc10b7e63aeec20bd3688992dec07c813f76c87a1072c20d91b57430e3b52"
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},
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"evaluations": {
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"profile": "eval_profile.json",
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"zero_latency": "eval_l0.json"
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latency-aware/extreme-parkour-go2/small-policy/ppo-qwenpi_v3-rtx3090-v1/train.yaml
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experiment:
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name: extreme_parkour_go2_qwenpi_v3_scratch
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seed: 1
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env:
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name: extreme_parkour_go2
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env_fps: 50
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obs_fps: 10
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simulator_device: cuda:0
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latency:
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method: temporal
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seed: 0
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profile_path: profiles/qwenpi_v3/1x-rtx3090/extreme_parkour_go2/instance_b19d7af6f1bdd95d/profile.json
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executor:
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simulated_worker_capacity: 1
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scheduler:
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hold_policy: hold
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ordering_policy: latest_ready
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command:
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dimension: 34
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horizon: 1
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control_repeat: 5
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training:
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num_envs: 6144
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kit_threads: 8
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physx_threads: 8
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physics_dt: 0.005
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decimation: 4
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decisions_per_env_per_iteration: 24
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max_iterations: 3000
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learning_epochs: 5
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minibatches: 4
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learning_rate: 0.0002
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latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/README.md
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# qwenoft — extreme_parkour_go2
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|
| 3 |
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RGB + continuous state, action horizon 1, VLA 10 Hz.
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See task_contract.json for normalization, eval_l0.json for zero-latency results, and provenance.json for source references and dataset publication revisions.
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latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/checkpoints/model.pt
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version https://git-lfs.github.com/spec/v1
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size 9785613793
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latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/config.yaml
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| 1 |
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framework:
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| 2 |
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name: QwenOFT
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| 3 |
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qwenvl:
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| 4 |
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base_vlm: Qwen/Qwen3-VL-4B-Instruct
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| 5 |
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attn_implementation: flash_attention_2
|
| 6 |
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enable_gradient_checkpointing: true
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| 7 |
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action_model:
|
| 8 |
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action_model_type: MLP
|
| 9 |
-
action_dim: 34
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| 10 |
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state_dim: 53
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| 11 |
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action_hidden_dim: 2560
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| 12 |
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future_action_window_size: 0
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| 13 |
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past_action_window_size: 0
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| 14 |
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loss_type: l1
|
| 15 |
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state_encoding: continuous_projector
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| 16 |
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task_objective: null
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| 17 |
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action_env_dim: 34
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action_horizon: 1
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version_id: '0.21'
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| 20 |
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datasets:
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| 21 |
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vla_data:
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| 22 |
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include_state: true
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| 23 |
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obs_image_size:
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| 24 |
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- 224
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| 25 |
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- 224
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image_mode: single
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stitch_grid:
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- 1
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- 2
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| 30 |
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num_obs_frames: 1
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trainer:
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| 32 |
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pretrained_checkpoint: null
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| 33 |
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backbone:
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| 34 |
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repo_id: Qwen/Qwen3-VL-4B-Instruct
|
| 35 |
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allow_patterns:
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| 36 |
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- '*.json'
|
| 37 |
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- '*.safetensors'
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- '*.txt'
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- '*.jinja'
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- '*.model'
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latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/dataset_statistics.json
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latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/eval_l0.json
DELETED
|
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latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/eval_profile.json
DELETED
|
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latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/provenance.json
DELETED
|
@@ -1,189 +0,0 @@
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| 1 |
-
{
|
| 2 |
-
"task": "parkour",
|
| 3 |
-
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| 4 |
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-
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| 13 |
-
"*.json",
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-
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| 15 |
-
"*.txt",
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| 16 |
-
"*.jinja",
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| 17 |
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| 27 |
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| 35 |
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| 36 |
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| 37 |
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"path": "latency-aware/extreme-parkour-go2/teacher-rollouts-h1-state-v1/qwenoft-rtx3090-v1",
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| 38 |
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| 39 |
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| 41 |
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| 42 |
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{
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| 43 |
-
"repo_id": "latency-sensitive-bench/benchmark-datasets",
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| 44 |
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"path": "latency-aware/extreme-parkour-go2/dagger/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/round-00",
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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| 55 |
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| 56 |
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| 58 |
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| 77 |
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| 83 |
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| 90 |
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"repo_id": "latency-sensitive-bench/benchmark-datasets",
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| 114 |
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| 124 |
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| 126 |
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"latency_root": "/mnt/local/parkour-latency-vla-20260919/artifacts/benchmark-models-6348f44",
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| 153 |
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"profile_root": "/mnt/local/parkour-latency-vla-20260919/code/results/profiling"
|
| 154 |
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},
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| 155 |
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"latency_teacher": {
|
| 156 |
-
"source": "local_override",
|
| 157 |
-
"filename": "checkpoint.pt"
|
| 158 |
-
},
|
| 159 |
-
"latency_config": {
|
| 160 |
-
"experiment": {
|
| 161 |
-
"name": "extreme_parkour_go2_qwenoft_scratch",
|
| 162 |
-
"seed": 1
|
| 163 |
-
},
|
| 164 |
-
"env": {
|
| 165 |
-
"name": "extreme_parkour_go2",
|
| 166 |
-
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|
| 167 |
-
"obs_fps": 10,
|
| 168 |
-
"simulator_device": "cuda:0"
|
| 169 |
-
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| 170 |
-
"latency": {
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| 171 |
-
"method": "temporal",
|
| 172 |
-
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|
| 174 |
-
},
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| 175 |
-
"executor": {
|
| 176 |
-
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| 177 |
-
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| 178 |
-
"scheduler": {
|
| 179 |
-
"hold_policy": "hold",
|
| 180 |
-
"ordering_policy": "latest_ready",
|
| 181 |
-
"hold_last_chunk_action": true
|
| 182 |
-
},
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| 183 |
-
"command": {
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| 184 |
-
"dimension": 34,
|
| 185 |
-
"horizon": 1,
|
| 186 |
-
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|
| 187 |
-
}
|
| 188 |
-
}
|
| 189 |
-
}
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latency-aware/extreme-parkour-go2/vla/starvla-qwenoft-h1/parkour-qwenoft-latency-2xrtx6000pro-20260919/task_contract.json
DELETED
|
@@ -1,673 +0,0 @@
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-
"terrain_latent_28",
|
| 667 |
-
"terrain_latent_29",
|
| 668 |
-
"terrain_latent_30",
|
| 669 |
-
"terrain_latent_31",
|
| 670 |
-
"yaw_current",
|
| 671 |
-
"yaw_next"
|
| 672 |
-
]
|
| 673 |
-
}
|
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|
zero-latency/extreme-parkour-go2/small-policy/ppo-v1/model_14999.pt
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:acd97fbc316cdfa52521f05ee6c6be8614a18b28cb9ff918a4aa9e25c7e29378
|
| 3 |
-
size 9968095
|
|
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|
|
|
|
|
zero-latency/extreme-parkour-go2/vla/gr00t-action-yaw-flow-aux-v1/config.json
DELETED
|
@@ -1,91 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"action_head_dropout": 0.0,
|
| 3 |
-
"action_horizon": 40,
|
| 4 |
-
"add_pos_embed": true,
|
| 5 |
-
"apply_sincos_state_encoding": false,
|
| 6 |
-
"architectures": [
|
| 7 |
-
"Gr00tN1d7"
|
| 8 |
-
],
|
| 9 |
-
"attn_dropout": 0.2,
|
| 10 |
-
"attn_implementation": null,
|
| 11 |
-
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|
| 12 |
-
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|
| 13 |
-
"color_jitter_params": {
|
| 14 |
-
"brightness": 0.3,
|
| 15 |
-
"contrast": 0.4,
|
| 16 |
-
"hue": 0.08,
|
| 17 |
-
"saturation": 0.5
|
| 18 |
-
},
|
| 19 |
-
"crop_fraction": 0.95,
|
| 20 |
-
"diffusion_model_cfg": {
|
| 21 |
-
"attention_head_dim": 48,
|
| 22 |
-
"dropout": 0.0,
|
| 23 |
-
"final_dropout": false,
|
| 24 |
-
"interleave_self_attention": true,
|
| 25 |
-
"norm_type": "ada_norm",
|
| 26 |
-
"num_attention_heads": 32,
|
| 27 |
-
"num_layers": 32,
|
| 28 |
-
"output_dim": 1024,
|
| 29 |
-
"positional_embeddings": null
|
| 30 |
-
},
|
| 31 |
-
"dtype": "bfloat16",
|
| 32 |
-
"exclude_state": false,
|
| 33 |
-
"fixed_action_noise_seed": null,
|
| 34 |
-
"formalize_language": true,
|
| 35 |
-
"hidden_size": 1024,
|
| 36 |
-
"image_crop_size": [
|
| 37 |
-
230,
|
| 38 |
-
230
|
| 39 |
-
],
|
| 40 |
-
"image_target_size": [
|
| 41 |
-
256,
|
| 42 |
-
256
|
| 43 |
-
],
|
| 44 |
-
"letter_box_transform": false,
|
| 45 |
-
"load_bf16": true,
|
| 46 |
-
"max_action_dim": 132,
|
| 47 |
-
"max_num_embodiments": 32,
|
| 48 |
-
"max_seq_len": 1024,
|
| 49 |
-
"max_state_dim": 132,
|
| 50 |
-
"model_dtype": "bfloat16",
|
| 51 |
-
"model_name": "nvidia/Cosmos-Reason2-2B",
|
| 52 |
-
"model_type": "Gr00tN1d7",
|
| 53 |
-
"noise_beta_alpha": 1.5,
|
| 54 |
-
"noise_beta_beta": 1.0,
|
| 55 |
-
"noise_s": 0.999,
|
| 56 |
-
"num_inference_timesteps": 4,
|
| 57 |
-
"num_timestep_buckets": 1000,
|
| 58 |
-
"one_step_action_regression": false,
|
| 59 |
-
"random_history_crop": true,
|
| 60 |
-
"random_rotation_angle": 0,
|
| 61 |
-
"reproject_vision": false,
|
| 62 |
-
"rtc_ramp_rate": 6.0,
|
| 63 |
-
"select_layer": 16,
|
| 64 |
-
"shortest_image_edge": 256,
|
| 65 |
-
"state_dropout_prob": 0.0,
|
| 66 |
-
"state_gaussian_noise_std": 0.0,
|
| 67 |
-
"transformers_version": "4.57.3",
|
| 68 |
-
"tune_diffusion_model": true,
|
| 69 |
-
"tune_linear": true,
|
| 70 |
-
"tune_llm": false,
|
| 71 |
-
"tune_projector": true,
|
| 72 |
-
"tune_top_llm_layers": 0,
|
| 73 |
-
"tune_visual": true,
|
| 74 |
-
"tune_vlln": true,
|
| 75 |
-
"use_albumentations": true,
|
| 76 |
-
"use_alternate_vl_dit": true,
|
| 77 |
-
"use_flash_attention": true,
|
| 78 |
-
"use_future_tokens": false,
|
| 79 |
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zero-latency/extreme-parkour-go2/vla/starvla-qwengr00t-h1/20260912T180303/README.md
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# qwengr00t — extreme_parkour_go2
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RGB + continuous state, action horizon 1, VLA 10 Hz.
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See task_contract.json for normalization, eval_l0.json for zero-latency results, and provenance.json for source references and dataset publication revisions.
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zero-latency/extreme-parkour-go2/vla/starvla-qwengr00t-h1/20260912T180303/checkpoints/model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2bfd416a14fc9cd676de9d3aa01d503e089b77ceb53ea741236bd5304f0d22a5
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size 9977035107
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zero-latency/extreme-parkour-go2/vla/starvla-qwengr00t-h1/20260912T180303/config.yaml
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framework:
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name: QwenGR00T
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qwenvl:
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base_vlm: Qwen/Qwen3-VL-4B-Instruct
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attn_implementation: flash_attention_2
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vl_hidden_dim: 2048
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enable_gradient_checkpointing: true
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action_model:
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action_model_type: DiT-B
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action_hidden_dim: 1024
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hidden_size: 1024
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add_pos_embed: true
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max_seq_len: 1024
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action_dim: 34
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state_dim: 53
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task_objective: null
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action_horizon: 1
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repeated_diffusion_steps: 8
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noise_beta_alpha: 1.5
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noise_beta_beta: 1.0
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| 21 |
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noise_s: 0.999
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| 22 |
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num_timestep_buckets: 1000
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| 23 |
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num_inference_timesteps: 4
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| 24 |
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num_target_vision_tokens: 32
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| 25 |
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diffusion_model_cfg:
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| 26 |
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cross_attention_dim: 2560
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dropout: 0.2
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final_dropout: true
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| 29 |
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interleave_self_attention: true
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norm_type: ada_norm
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| 31 |
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num_layers: 16
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| 32 |
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output_dim: 1024
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| 33 |
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positional_embeddings: null
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| 34 |
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action_env_dim: 34
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| 35 |
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future_action_window_size: 0
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| 36 |
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past_action_window_size: 0
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| 37 |
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version_id: '0.21'
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| 38 |
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datasets:
|
| 39 |
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vla_data:
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| 40 |
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include_state: true
|
| 41 |
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obs_image_size:
|
| 42 |
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- 224
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| 43 |
-
- 224
|
| 44 |
-
image_mode: single
|
| 45 |
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stitch_grid:
|
| 46 |
-
- 1
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| 47 |
-
- 2
|
| 48 |
-
num_obs_frames: 1
|
| 49 |
-
trainer:
|
| 50 |
-
pretrained_checkpoint: null
|
| 51 |
-
backbone:
|
| 52 |
-
repo_id: Qwen/Qwen3-VL-4B-Instruct
|
| 53 |
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allow_patterns:
|
| 54 |
-
- '*.json'
|
| 55 |
-
- '*.safetensors'
|
| 56 |
-
- '*.txt'
|
| 57 |
-
- '*.jinja'
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| 58 |
-
- '*.model'
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zero-latency/extreme-parkour-go2/vla/starvla-qwengr00t-h1/20260912T180303/dataset_statistics.json
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zero-latency/extreme-parkour-go2/vla/starvla-qwengr00t-h1/20260912T180303/eval_l0.json
DELETED
|
The diff for this file is too large to render.
See raw diff
|
|
|
zero-latency/extreme-parkour-go2/vla/starvla-qwengr00t-h1/20260912T180303/provenance.json
DELETED
|
@@ -1,133 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"task": "parkour",
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| 3 |
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| 4 |
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| 5 |
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| 7 |
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| 9 |
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| 13 |
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| 14 |
-
"*.safetensors",
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| 15 |
-
"*.txt",
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| 16 |
-
"*.jinja",
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| 17 |
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| 18 |
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| 47 |
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| 49 |
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| 50 |
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| 54 |
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| 105 |
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|
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|
| 112 |
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|
| 113 |
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"optimizer": {
|
| 114 |
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|
| 115 |
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|
| 116 |
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|
| 117 |
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|
| 118 |
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|
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| 122 |
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|
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|
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zero-latency/extreme-parkour-go2/vla/starvla-qwengr00t-h1/20260912T180303/task_contract.json
DELETED
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zero-latency/extreme-parkour-go2/vla/starvla-qwenoft-h1/20260912T072315-nocache32v2/README.md
DELETED
|
@@ -1,4 +0,0 @@
|
|
| 1 |
-
# qwenoft — extreme_parkour_go2
|
| 2 |
-
|
| 3 |
-
RGB + continuous state, action horizon 1, VLA 10 Hz.
|
| 4 |
-
See task_contract.json for normalization, eval_l0.json for zero-latency results, and provenance.json for source references and dataset publication revisions.
|
|
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|
zero-latency/extreme-parkour-go2/vla/starvla-qwenoft-h1/20260912T072315-nocache32v2/checkpoints/model.pt
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:12061f32df016aeb779a9eda8a695c97781b5c0c3fbb6769145d6061c98f7987
|
| 3 |
-
size 9785613793
|
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|
zero-latency/extreme-parkour-go2/vla/starvla-qwenoft-h1/20260912T072315-nocache32v2/config.yaml
DELETED
|
@@ -1,40 +0,0 @@
|
|
| 1 |
-
framework:
|
| 2 |
-
name: QwenOFT
|
| 3 |
-
qwenvl:
|
| 4 |
-
base_vlm: Qwen/Qwen3-VL-4B-Instruct
|
| 5 |
-
attn_implementation: flash_attention_2
|
| 6 |
-
enable_gradient_checkpointing: true
|
| 7 |
-
action_model:
|
| 8 |
-
action_model_type: MLP
|
| 9 |
-
action_dim: 34
|
| 10 |
-
state_dim: 53
|
| 11 |
-
action_hidden_dim: 2560
|
| 12 |
-
future_action_window_size: 0
|
| 13 |
-
past_action_window_size: 0
|
| 14 |
-
loss_type: l1
|
| 15 |
-
state_encoding: continuous_projector
|
| 16 |
-
task_objective: null
|
| 17 |
-
action_env_dim: 34
|
| 18 |
-
action_horizon: 1
|
| 19 |
-
version_id: '0.21'
|
| 20 |
-
datasets:
|
| 21 |
-
vla_data:
|
| 22 |
-
include_state: true
|
| 23 |
-
obs_image_size:
|
| 24 |
-
- 224
|
| 25 |
-
- 224
|
| 26 |
-
image_mode: single
|
| 27 |
-
stitch_grid:
|
| 28 |
-
- 1
|
| 29 |
-
- 2
|
| 30 |
-
num_obs_frames: 1
|
| 31 |
-
trainer:
|
| 32 |
-
pretrained_checkpoint: null
|
| 33 |
-
backbone:
|
| 34 |
-
repo_id: Qwen/Qwen3-VL-4B-Instruct
|
| 35 |
-
allow_patterns:
|
| 36 |
-
- '*.json'
|
| 37 |
-
- '*.safetensors'
|
| 38 |
-
- '*.txt'
|
| 39 |
-
- '*.jinja'
|
| 40 |
-
- '*.model'
|
|
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