Consolidate sim2real calibration source artifacts
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/REAL_DONE +0 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/SIM_DONE +0 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/comparison.json +84 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/eval_template.yaml +77 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/hardware_public.json +40 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/0/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/1/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/10/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/11/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/12/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/13/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/14/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/15/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/16/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/17/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/18/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/19/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/2/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/20/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/21/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/22/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/23/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/24/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/25/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/26/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/27/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/28/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/29/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/3/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/30/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/31/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/32/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/33/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/34/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/35/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/36/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/37/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/38/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/39/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/4/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/40/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/41/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/42/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/43/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/44/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/45/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/46/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/47/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/48/episode_metrics.jsonl +2 -0
- experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/49/episode_metrics.jsonl +2 -0
experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/REAL_DONE
ADDED
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File without changes
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/SIM_DONE
ADDED
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File without changes
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/comparison.json
ADDED
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{
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"episodes_per_run": 2,
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"methods": {
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"fixed": {
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| 5 |
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"mean_absolute_paired_error": 305.5860000000204,
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| 6 |
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"paired_sim_minus_real": {
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| 7 |
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"ci95_high": 351.02090630457315,
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| 8 |
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"ci95_low": 260.1510936954677,
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| 9 |
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"mean": 305.5860000000204
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| 10 |
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},
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| 11 |
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"simulated": {
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| 12 |
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"ci95_high": 435.0503776407561,
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| 13 |
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"ci95_low": 385.8856223592868,
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| 14 |
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"mean": 410.46800000002145
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| 15 |
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}
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},
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"iid": {
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| 18 |
+
"mean_absolute_paired_error": 87.65800000000102,
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| 19 |
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"paired_sim_minus_real": {
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| 20 |
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"ci95_high": -35.38334528848104,
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| 21 |
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"ci95_low": -125.828654711521,
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"mean": -80.60600000000102
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},
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| 24 |
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"simulated": {
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| 25 |
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"ci95_high": 31.23024109693735,
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| 26 |
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"ci95_low": 17.3217589030627,
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| 27 |
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"mean": 24.276000000000025
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}
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},
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"normal": {
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"mean_absolute_paired_error": 85.79800000000074,
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"paired_sim_minus_real": {
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| 33 |
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"ci95_high": -2.8627887363699074,
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| 34 |
+
"ci95_low": -99.08521126363311,
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| 35 |
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"mean": -50.97400000000151
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| 36 |
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},
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| 37 |
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"simulated": {
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| 38 |
+
"ci95_high": 70.26077430667175,
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| 39 |
+
"ci95_low": 37.555225693327316,
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| 40 |
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"mean": 53.90799999999953
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| 41 |
+
}
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| 42 |
+
},
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"temporal": {
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| 44 |
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"mean_absolute_paired_error": 134.06800000000425,
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| 45 |
+
"paired_sim_minus_real": {
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| 46 |
+
"ci95_high": 145.27545527340678,
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| 47 |
+
"ci95_low": 21.132544726598915,
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| 48 |
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"mean": 83.20400000000285
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| 49 |
+
},
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| 50 |
+
"simulated": {
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| 51 |
+
"ci95_high": 235.55718023947082,
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| 52 |
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"ci95_low": 140.61481976053693,
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| 53 |
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"mean": 188.08600000000388
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| 54 |
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}
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| 55 |
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}
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},
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| 57 |
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"n_validation_runs": 25,
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| 58 |
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"real": {
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| 59 |
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"ci95_high": 148.11594704848514,
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| 60 |
+
"ci95_low": 61.648052951516945,
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| 61 |
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"mean": 104.88200000000104
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| 62 |
+
},
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| 63 |
+
"return_field": "episode_return_env",
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| 64 |
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"statistical_unit": "run_mean",
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| 65 |
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"task_metrics": {},
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| 66 |
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"timing": {
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| 67 |
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"fit": {
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| 68 |
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"admitted_count": 21992,
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| 69 |
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"capacity_drops": 22485,
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| 70 |
+
"mean_frames": 1.36485021539588,
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| 71 |
+
"mean_latency_ms": 71.7823346821573,
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| 72 |
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"mean_raw_frames": 2.0239632593670427,
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| 73 |
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"target_frame_error": -0.012425692853320625
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| 74 |
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},
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"valid": {
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| 76 |
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"admitted_count": 21303,
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| 77 |
+
"capacity_drops": 21872,
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| 78 |
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"mean_frames": 1.3838427018165977,
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| 79 |
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"mean_latency_ms": 72.78121719784995,
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| 80 |
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"mean_raw_frames": 2.0283528141576306,
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| 81 |
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"target_frame_error": 0.0065667935673972
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| 82 |
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}
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| 83 |
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}
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| 84 |
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}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/eval_template.yaml
ADDED
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@@ -0,0 +1,77 @@
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experiment:
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| 2 |
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name: flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32
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| 3 |
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seed: 1000000
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| 4 |
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backend:
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| 5 |
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run_mode: eval
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| 6 |
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executor:
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| 7 |
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mode: simulated
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| 8 |
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simulated_worker_capacity: 1
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| 9 |
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simulated_inference_pool: true
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| 10 |
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inference_devices:
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- cuda:0
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inference_batch_size: 32
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env:
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name: flappy
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| 15 |
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gym_id: FlappyBird-v0
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| 16 |
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env_fps: 10
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| 17 |
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obs_fps: 10
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| 18 |
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render_mode: rgb_array
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| 19 |
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observation_mode: image
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| 20 |
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use_lidar: false
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| 21 |
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normalize_obs: true
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| 22 |
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audio_on: false
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| 23 |
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frame_stack: 1
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| 24 |
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obs_resize:
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- 224
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| 26 |
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- 224
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| 27 |
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simulator: gpu
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| 28 |
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use_gpu_render: false
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| 29 |
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gpu_render_device: auto
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| 30 |
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gpu_render_profile: false
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| 31 |
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gpu_render_profile_interval: 200
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| 32 |
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noop_action: noop
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| 33 |
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action_map:
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| 34 |
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noop: 0
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| 35 |
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flap: 1
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| 36 |
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oneshot_actions:
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| 37 |
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- flap
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| 38 |
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action_history_decisions: 8
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| 39 |
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latency:
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| 40 |
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method: temporal
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| 41 |
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profile_worker_slot: 0
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| 42 |
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seed: 271828
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| 43 |
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add_latency_info: false
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| 44 |
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scheduler:
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| 45 |
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hold_policy: one_frame_then_noop
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| 46 |
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ordering_policy: latest_ready
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| 47 |
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policy:
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| 48 |
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type: starvla
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| 49 |
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checkpoint_path: checkpoints/model.pt
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| 50 |
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model_config_path: config.yaml
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| 51 |
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device: cuda:0
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| 52 |
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unnorm_key: new_embodiment
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| 53 |
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prompt_mode: latency_neutral
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| 54 |
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actions:
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| 55 |
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- noop
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| 56 |
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- flap
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| 57 |
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state_source: transport
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| 58 |
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evaluation:
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| 59 |
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eval_episodes: 100
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| 60 |
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eval_parallel_envs: 32
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| 61 |
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latency_bench_env_backend: flappy_gpu_batched
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| 62 |
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eval_latency_values: null
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| 63 |
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eval_max_steps: 3600
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| 64 |
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eval_deterministic: true
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| 65 |
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eval_raw_reward: true
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| 66 |
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logging:
|
| 67 |
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save_step_records: true
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| 68 |
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save_action_records: true
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| 69 |
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save_latency_records: true
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| 70 |
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video:
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| 71 |
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enabled: false
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| 72 |
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provenance:
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| 73 |
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archived_eval:
|
| 74 |
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path: latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/evaluations/profile/eval_config.yaml
|
| 75 |
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repo_id: latency-sensitive-bench/benchmark-models
|
| 76 |
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repo_type: model
|
| 77 |
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revision: 180da0effdaaaeacef218cf5fbaa4db41af67495
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/hardware_public.json
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@@ -0,0 +1,40 @@
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{
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| 2 |
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"driver_version": "595.84",
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| 3 |
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"gpu_class": "1x-l40s",
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| 4 |
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"gpus": [
|
| 5 |
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{
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| 6 |
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"name": "NVIDIA L40S",
|
| 7 |
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"slot": 0
|
| 8 |
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}
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| 9 |
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],
|
| 10 |
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"instance_id": "instance_6c834e505bd4a4ca",
|
| 11 |
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"topology_links": [],
|
| 12 |
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"torch": {
|
| 13 |
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"backends": {
|
| 14 |
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"cuda_cudnn_sdp_enabled": true,
|
| 15 |
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"cuda_flash_sdp_enabled": true,
|
| 16 |
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"cuda_math_sdp_enabled": true,
|
| 17 |
+
"cuda_matmul_allow_tf32": false,
|
| 18 |
+
"cuda_mem_efficient_sdp_enabled": true,
|
| 19 |
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"cudnn_allow_tf32": true,
|
| 20 |
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"cudnn_benchmark": false
|
| 21 |
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},
|
| 22 |
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"cuda_available": true,
|
| 23 |
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"cuda_device_count": 1,
|
| 24 |
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"cuda_version": "12.8",
|
| 25 |
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"current_device": 0,
|
| 26 |
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"current_device_name": "NVIDIA L40S",
|
| 27 |
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"device_properties": [
|
| 28 |
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{
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| 29 |
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"index": 0,
|
| 30 |
+
"major": 8,
|
| 31 |
+
"minor": 9,
|
| 32 |
+
"multi_processor_count": 142,
|
| 33 |
+
"name": "NVIDIA L40S",
|
| 34 |
+
"total_memory": 47667740672
|
| 35 |
+
}
|
| 36 |
+
],
|
| 37 |
+
"float32_matmul_precision": "highest",
|
| 38 |
+
"version": "2.11.0+cu128"
|
| 39 |
+
}
|
| 40 |
+
}
|
experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/0/episode_metrics.jsonl
ADDED
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| 1 |
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{"episode_id": 0, "episode_return": 20.30000000000003, "episode_return_env": 20.30000000000003, "game_score": 4.0, "mean_latency_ms": 101.20738088490738, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 15.826740918537263, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 109, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000000, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1791000466801052, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/0", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.08321501081809402, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 69, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 74.0727751821396, "warmup_median_rel_span": 0.002274690305615064, "warmup_median_span_ms": 0.15900901053100824, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 69.94159551686607, "warmup_p90_latency_ms": 70.98501810396556, "warmup_p90_rel_span": 0.020979215496987936, "warmup_p90_span_ms": 1.4832420070888475, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6496360003948212, "mean": 0.25438039034605026, "p50": 0.24768398702144623, "p90": 0.2677605718374252}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.22663599252700806, "mean": 0.19437438994646072, "p50": 0.1922144889831543, "p90": 0.2078424870967865}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.37004101276397705, "mean": 0.291651668548584, "p50": 0.29305949807167053, "p90": 0.30293551087379456}, "policy_build_example_ms": {"count": 100, "max": 3.4535410231910646, "mean": 1.7367422621464357, "p50": 1.707341507426463, "p90": 1.7400009965058416}, "policy_decode_ms": {"count": 100, "max": 0.049896014388650656, "mean": 0.02310266951099038, "p50": 0.021888481569476426, "p90": 0.026472305762581524}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 459.85290899989195, "mean": 72.15459299826762, "p50": 68.04742050007917, "p90": 69.06271961051971}, "worker_observation_attach_ms": {"count": 100, "max": 0.3299129903316498, "mean": 0.0754074889421463, "p50": 0.07047151029109955, "p90": 0.07955080270767212}, "worker_observation_localize_ms": {"count": 100, "max": 0.22650602459907532, "mean": 0.09402267187833786, "p50": 0.05870150029659271, "p90": 0.1485056161880493}, "worker_recv_overhead_ms": {"count": 100, "max": 0.33522000908851624, "mean": 0.08017628937959671, "p50": 0.07522298395633698, "p90": 0.08425861001014709}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.4987870156764984, "mean": 1.0293438804149628, "p50": 1.034232497215271, "p90": 1.349454778432846}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0030834667702423443, "warmup_trimmed_mean_span_ms": 0.2156090331482119, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 69, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 129.0041454078164, "p99_latency_ms": 132.1201787085738, "return_raw": null, "survival_steps": 178}
|
| 2 |
+
{"episode_id": 1, "episode_return": 3.9999999999999982, "episode_return_env": 3.9999999999999982, "game_score": 0.0, "mean_latency_ms": 129.34414831761387, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 11.592545028223773, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 34, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000001, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1806936995676551, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/0", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.07443901267834008, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 17, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 74.0727751821396, "warmup_median_rel_span": 0.002274690305615064, "warmup_median_span_ms": 0.15900901053100824, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 69.94159551686607, "warmup_p90_latency_ms": 70.98501810396556, "warmup_p90_rel_span": 0.020979215496987936, "warmup_p90_span_ms": 1.4832420070888475, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6496360003948212, "mean": 0.25438039034605026, "p50": 0.24768398702144623, "p90": 0.2677605718374252}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.22663599252700806, "mean": 0.19437438994646072, "p50": 0.1922144889831543, "p90": 0.2078424870967865}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.37004101276397705, "mean": 0.291651668548584, "p50": 0.29305949807167053, "p90": 0.30293551087379456}, "policy_build_example_ms": {"count": 100, "max": 3.4535410231910646, "mean": 1.7367422621464357, "p50": 1.707341507426463, "p90": 1.7400009965058416}, "policy_decode_ms": {"count": 100, "max": 0.049896014388650656, "mean": 0.02310266951099038, "p50": 0.021888481569476426, "p90": 0.026472305762581524}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 459.85290899989195, "mean": 72.15459299826762, "p50": 68.04742050007917, "p90": 69.06271961051971}, "worker_observation_attach_ms": {"count": 100, "max": 0.3299129903316498, "mean": 0.0754074889421463, "p50": 0.07047151029109955, "p90": 0.07955080270767212}, "worker_observation_localize_ms": {"count": 100, "max": 0.22650602459907532, "mean": 0.09402267187833786, "p50": 0.05870150029659271, "p90": 0.1485056161880493}, "worker_recv_overhead_ms": {"count": 100, "max": 0.33522000908851624, "mean": 0.08017628937959671, "p50": 0.07522298395633698, "p90": 0.08425861001014709}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.4987870156764984, "mean": 1.0293438804149628, "p50": 1.034232497215271, "p90": 1.349454778432846}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0030834667702423443, "warmup_trimmed_mean_span_ms": 0.2156090331482119, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 16, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 131.4946110069286, "p99_latency_ms": 132.40965704462724, "return_raw": null, "survival_steps": 51}
|
experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/1/episode_metrics.jsonl
ADDED
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|
| 1 |
+
{"episode_id": 0, "episode_return": 340.5000000000072, "episode_return_env": 340.5000000000072, "game_score": 72.0, "mean_latency_ms": 66.92123117336186, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.841733301074832, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 1388, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000020, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.2276123292540433, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/1", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.11754501610994339, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 1380, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 70.49398205825128, "warmup_median_rel_span": 0.0026410375516023057, "warmup_median_span_ms": 0.17458100046496838, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 66.15412898827344, "warmup_p90_latency_ms": 67.5199161778437, "warmup_p90_rel_span": 0.011400528465247667, "warmup_p90_span_ms": 0.759333893074654, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6180809736251831, "mean": 0.2527454781532288, "p50": 0.24502049386501312, "p90": 0.2678704857826233}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.22621998190879822, "mean": 0.1952435192465782, "p50": 0.19489051401615143, "p90": 0.2037483066320419}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.3682140111923218, "mean": 0.30320090144872663, "p50": 0.3002524971961975, "p90": 0.3188201814889908}, "policy_build_example_ms": {"count": 100, "max": 3.4061589976772666, "mean": 1.74542424880201, "p50": 1.7190540092997253, "p90": 1.7709451058181003}, "policy_decode_ms": {"count": 100, "max": 0.04906501271761954, "mean": 0.023063679109327495, "p50": 0.021608007955364883, "p90": 0.025640687090344727}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 462.7260509878397, "mean": 68.53870510094566, "p50": 64.223478504573, "p90": 65.50523778132629}, "worker_observation_attach_ms": {"count": 100, "max": 0.3067840039730072, "mean": 0.07709605932235718, "p50": 0.07180699706077576, "p90": 0.08331249952316283}, "worker_observation_localize_ms": {"count": 100, "max": 0.19778800010681152, "mean": 0.1179590830206871, "p50": 0.1439954787492752, "p90": 0.1500487297773361}, "worker_recv_overhead_ms": {"count": 100, "max": 0.31221601366996765, "mean": 0.08207510709762574, "p50": 0.0765489935874939, "p90": 0.08809770345687865}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5631230175495148, "mean": 0.90593208193779, "p50": 0.9611460119485855, "p90": 1.4235170006752014}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0034827799567061332, "warmup_trimmed_mean_span_ms": 0.23036584479996236, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 1380, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 67.01912800199352, "p99_latency_ms": 74.9002308418858, "return_raw": null, "survival_steps": 2768}
|
| 2 |
+
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|
experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/10/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 6.199999999999994, "episode_return_env": 6.199999999999994, "game_score": 1.0, "mean_latency_ms": 110.04535857050325, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 13.500660599485913, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 42, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000200, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1021252099951653, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/10", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.10793001274578273, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 22, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 69.53637786966283, "warmup_median_rel_span": 0.000666301427640709, "warmup_median_span_ms": 0.04396549775265157, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 66.02375948568806, "warmup_p90_latency_ms": 66.338448409806, "warmup_p90_rel_span": 0.0012728598600447482, "warmup_p90_span_ms": 0.08433878538198769, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6659060120582581, "mean": 0.25386848986148836, "p50": 0.24706049263477325, "p90": 0.2664557009935379}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.21599599719047546, "mean": 0.1937753191590309, "p50": 0.19267898797988892, "p90": 0.20397957861423494}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.3561680018901825, "mean": 0.29329185098409655, "p50": 0.2946000099182129, "p90": 0.30541488230228425}, "policy_build_example_ms": {"count": 100, "max": 3.592727007344365, "mean": 1.7365600913763046, "p50": 1.715348509605974, "p90": 1.727495194063522}, "policy_decode_ms": {"count": 100, "max": 0.047093984903767705, "mean": 0.024009659537114203, "p50": 0.023386484826914966, "p90": 0.024691995349712666}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 402.5254329899326, "mean": 67.59485591901466, "p50": 64.10305399913341, "p90": 64.44265029858798}, "worker_observation_attach_ms": {"count": 100, "max": 0.3089680075645447, "mean": 0.07537474781274796, "p50": 0.07140849530696869, "p90": 0.07860160768032073}, "worker_observation_localize_ms": {"count": 100, "max": 0.2064419984817505, "mean": 0.11456067323684692, "p50": 0.14046302437782288, "p90": 0.14440741539001464}, "worker_recv_overhead_ms": {"count": 100, "max": 0.31423598527908325, "mean": 0.08046432077884674, "p50": 0.07641401886940002, "p90": 0.08357800841331481}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5040590167045593, "mean": 0.9688627099990845, "p50": 1.1480990052223206, "p90": 1.3960762977600099}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0001461276447001144, "warmup_trimmed_mean_span_ms": 0.009646068974689115, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 21, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 116.43745598848909, "p99_latency_ms": 116.66482500731945, "return_raw": null, "survival_steps": 64}
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{"episode_id": 1, "episode_return": 4.299999999999997, "episode_return_env": 4.299999999999997, "game_score": 0.0, "mean_latency_ms": 116.34508821912783, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 13.088519603173085, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 36, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000201, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.169439082833378, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/10", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.054544012527912855, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 18, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 69.53637786966283, "warmup_median_rel_span": 0.000666301427640709, "warmup_median_span_ms": 0.04396549775265157, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 66.02375948568806, "warmup_p90_latency_ms": 66.338448409806, "warmup_p90_rel_span": 0.0012728598600447482, "warmup_p90_span_ms": 0.08433878538198769, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6659060120582581, "mean": 0.25386848986148836, "p50": 0.24706049263477325, "p90": 0.2664557009935379}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.21599599719047546, "mean": 0.1937753191590309, "p50": 0.19267898797988892, "p90": 0.20397957861423494}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.3561680018901825, "mean": 0.29329185098409655, "p50": 0.2946000099182129, "p90": 0.30541488230228425}, "policy_build_example_ms": {"count": 100, "max": 3.592727007344365, "mean": 1.7365600913763046, "p50": 1.715348509605974, "p90": 1.727495194063522}, "policy_decode_ms": {"count": 100, "max": 0.047093984903767705, "mean": 0.024009659537114203, "p50": 0.023386484826914966, "p90": 0.024691995349712666}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 402.5254329899326, "mean": 67.59485591901466, "p50": 64.10305399913341, "p90": 64.44265029858798}, "worker_observation_attach_ms": {"count": 100, "max": 0.3089680075645447, "mean": 0.07537474781274796, "p50": 0.07140849530696869, "p90": 0.07860160768032073}, "worker_observation_localize_ms": {"count": 100, "max": 0.2064419984817505, "mean": 0.11456067323684692, "p50": 0.14046302437782288, "p90": 0.14440741539001464}, "worker_recv_overhead_ms": {"count": 100, "max": 0.31423598527908325, "mean": 0.08046432077884674, "p50": 0.07641401886940002, "p90": 0.08357800841331481}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5040590167045593, "mean": 0.9688627099990845, "p50": 1.1480990052223206, "p90": 1.3960762977600099}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0001461276447001144, "warmup_trimmed_mean_span_ms": 0.009646068974689115, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 18, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 117.54919161030557, "p99_latency_ms": 121.91992094070882, "return_raw": null, "survival_steps": 54}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/11/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 4.999999999999995, "episode_return_env": 4.999999999999995, "game_score": 1.0, "mean_latency_ms": 71.99309527540804, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 13.308341780081408, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 31, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000220, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1474103522409678, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/11", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.10901998030021787, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 30, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 102.70262118137907, "warmup_median_rel_span": 0.5330955751081007, "warmup_median_span_ms": 50.929068005643785, "warmup_median_tolerance_ms": 2.866037745407084, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 108.37785099283792, "warmup_p90_latency_ms": 125.67723949905483, "warmup_p90_rel_span": 0.5055360918342149, "warmup_p90_span_ms": 52.81982852611691, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "drifting", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 2.89410600066185, "mean": 0.33877099722623827, "p50": 0.2849625051021576, "p90": 0.41874691247940043}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.7501809895038605, "mean": 0.21942430019378661, "p50": 0.21275049448013306, "p90": 0.25711978077888487}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.8963260054588318, "mean": 0.4232820323109627, "p50": 0.3976375162601471, "p90": 0.570326143503189}, "policy_build_example_ms": {"count": 100, "max": 5.196131998673081, "mean": 2.9907286804518662, "p50": 2.9898884968133643, "p90": 3.2724759919801727}, "policy_decode_ms": {"count": 100, "max": 0.08503100252710283, "mean": 0.03764191031223163, "p50": 0.03528450906742364, "p90": 0.05565210885833949}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 671.4109640161041, "mean": 99.37630248052301, "p50": 105.23052549979184, "p90": 121.9886892096838}, "worker_observation_attach_ms": {"count": 100, "max": 0.4591299891471863, "mean": 0.1522401389479637, "p50": 0.14116650819778442, "p90": 0.20786788761615754}, "worker_observation_localize_ms": {"count": 100, "max": 0.7641569972038269, "mean": 0.18017325878143312, "p50": 0.16305197775363922, "p90": 0.2349236100912094}, "worker_recv_overhead_ms": {"count": 100, "max": 0.4685969650745392, "mean": 0.16403816699981688, "p50": 0.15135149657726288, "p90": 0.22173539102077483}, "worker_to_parent_ipc_ms": {"count": 100, "max": 2.199537992477417, "mean": 1.001638769507408, "p50": 0.9865109920501709, "p90": 1.5391530066728591}}, "warmup_status": "unstable", "warmup_stop_sample": null, "warmup_trimmed_mean_rel_span": 0.47249531592069544, "warmup_trimmed_mean_span_ms": 43.83286981283163, "warmup_trimmed_mean_tolerance_ms": 2.783066942838559, "workload_id": null}, "num_actions": 29, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 75.7994005922228, "p99_latency_ms": 104.21948028029871, "return_raw": null, "survival_steps": 61}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/12/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 444.60000000002566, "episode_return_env": 444.60000000002566, "game_score": 94.0, "mean_latency_ms": 67.62760692667639, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.87588396166557, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 1806, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000240, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1894925913366023, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/12", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.11428399011492729, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 1794, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 71.60578240902396, "warmup_median_rel_span": 0.002625859987192837, "warmup_median_span_ms": 0.17569499323144555, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 66.84603849134874, "warmup_p90_latency_ms": 70.3853793151211, "warmup_p90_rel_span": 0.0057998980877631435, "warmup_p90_span_ms": 0.4073026910191402, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6294749975204468, "mean": 0.2586534821987152, "p50": 0.25609050691127777, "p90": 0.2814950168132782}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.3713809847831726, "mean": 0.19959611892700196, "p50": 0.19888249039649963, "p90": 0.214631924033165}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.6312809884548187, "mean": 0.32326668977737427, "p50": 0.3065684884786606, "p90": 0.36365820467472076}, "policy_build_example_ms": {"count": 100, "max": 3.463083994574845, "mean": 1.773198559822049, "p50": 1.747128990245983, "p90": 1.806168508483097}, "policy_decode_ms": {"count": 100, "max": 0.05983200389891863, "mean": 0.025967381079681218, "p50": 0.023743516067042947, "p90": 0.032750098034739494}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 458.994463988347, "mean": 69.6094243787229, "p50": 64.86683248658665, "p90": 68.34138330596033}, "worker_observation_attach_ms": {"count": 100, "max": 0.32126498222351074, "mean": 0.09911464095115662, "p50": 0.07948148250579834, "p90": 0.17883819639682738}, "worker_observation_localize_ms": {"count": 100, "max": 0.1855359673500061, "mean": 0.12390830814838409, "p50": 0.15088598430156708, "p90": 0.1590435117483139}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3286210000514984, "mean": 0.10565634191036224, "p50": 0.08487103879451752, "p90": 0.18868621587753262}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5257540047168732, "mean": 0.952196139395237, "p50": 0.9886370003223419, "p90": 1.3972755879163743}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0052953647256730975, "warmup_trimmed_mean_span_ms": 0.35652427595778136, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 1793, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 69.01309558888897, "p99_latency_ms": 77.31740656425245, "return_raw": null, "survival_steps": 3600}
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| 2 |
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/13/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 9.099999999999984, "episode_return_env": 9.099999999999984, "game_score": 1.0, "mean_latency_ms": 74.14359264657833, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 15.048977750019581, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 47, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000260, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.0840893108658065, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/13", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.12522199540399015, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 46, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 73.42537726013688, "warmup_median_rel_span": 3.2050138647614805e-05, "warmup_median_span_ms": 0.00222999369725585, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 69.60890449408907, "warmup_p90_latency_ms": 70.01708711904939, "warmup_p90_rel_span": 0.00033398000591970217, "warmup_p90_span_ms": 0.02329970884602517, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.5883960127830505, "mean": 0.17766014158725738, "p50": 0.15936103463172913, "p90": 0.27772989571094514}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.23860299587249756, "mean": 0.15981511890888214, "p50": 0.20189301669597626, "p90": 0.21525659263134003}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.48039302229881287, "mean": 0.31109864115715025, "p50": 0.3807179927825928, "p90": 0.4081987142562866}, "policy_build_example_ms": {"count": 100, "max": 3.4642189857549965, "mean": 1.7906837389455177, "p50": 1.766587985912338, "p90": 1.798050885554403}, "policy_decode_ms": {"count": 100, "max": 0.047151988837867975, "mean": 0.024739300133660436, "p50": 0.02356698678340763, "p90": 0.02850710297934711}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 433.2724580017384, "mean": 71.46362469880842, "p50": 67.6849204901373, "p90": 67.99339668650646}, "worker_observation_attach_ms": {"count": 100, "max": 0.28754597902297974, "mean": 0.15627346098423003, "p50": 0.13608446717262268, "p90": 0.2551428198814392}, "worker_observation_localize_ms": {"count": 100, "max": 0.22351500391960144, "mean": 0.07600360035896302, "p50": 0.06014649569988251, "p90": 0.1074833869934082}, "worker_recv_overhead_ms": {"count": 100, "max": 0.29228800535202026, "mean": 0.16664312779903412, "p50": 0.15119697153568268, "p90": 0.2706783890724182}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5148439705371857, "mean": 0.9388905507326126, "p50": 1.0383714884519577, "p90": 1.2926989048719406}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.00024183626773786098, "warmup_trimmed_mean_span_ms": 0.016824843442009296, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 45, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 75.74951481656171, "p99_latency_ms": 81.16987320478076, "return_raw": null, "survival_steps": 93}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/14/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 204.39999999999415, "episode_return_env": 204.39999999999415, "game_score": 43.0, "mean_latency_ms": 68.1007372289428, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.72231872807896, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 836, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000280, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1798710443254095, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/14", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.10451598791405559, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 832, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 71.29405696992762, "warmup_median_rel_span": 0.0005545238529824221, "warmup_median_span_ms": 0.03718999505508691, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 67.09767499705777, "warmup_p90_latency_ms": 67.78013840375934, "warmup_p90_rel_span": 0.0048330853757639035, "warmup_p90_span_ms": 0.3260844066971913, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6372250020503998, "mean": 0.25184435755014417, "p50": 0.2464674860239029, "p90": 0.26293140947818755}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.21599000692367554, "mean": 0.19458618104457856, "p50": 0.19343799352645874, "p90": 0.2044029176235199}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.36415499448776245, "mean": 0.3023766604065895, "p50": 0.29944001138210297, "p90": 0.31107139885425567}, "policy_build_example_ms": {"count": 100, "max": 3.3981300075538456, "mean": 1.7375466509838589, "p50": 1.7114020010922104, "p90": 1.738807320361957}, "policy_decode_ms": {"count": 100, "max": 0.04841899499297142, "mean": 0.02288893942022696, "p50": 0.02170301740989089, "p90": 0.024331378517672416}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 453.03946698550135, "mean": 69.35527871886734, "p50": 65.17735500528943, "p90": 65.83479957771488}, "worker_observation_attach_ms": {"count": 100, "max": 0.2880619764328003, "mean": 0.07532896876335143, "p50": 0.07035399973392487, "p90": 0.08242178261280059}, "worker_observation_localize_ms": {"count": 100, "max": 0.18550598621368408, "mean": 0.11005418956279754, "p50": 0.14164899289608002, "p90": 0.14748168885707855}, "worker_recv_overhead_ms": {"count": 100, "max": 0.29414597153663635, "mean": 0.0804007488489151, "p50": 0.07526750862598419, "p90": 0.08756000399589538}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5504370033740997, "mean": 0.8306709593534469, "p50": 0.7131330072879791, "p90": 1.4040031880140305}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0002712838249210956, "warmup_trimmed_mean_span_ms": 0.0181963750947034, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 831, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 68.35856501129456, "p99_latency_ms": 78.58505778713156, "return_raw": null, "survival_steps": 1668}
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| 2 |
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{"episode_id": 1, "episode_return": 242.29999999999245, "episode_return_env": 242.29999999999245, "game_score": 51.0, "mean_latency_ms": 67.80658631181626, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.766558084349857, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 989, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000281, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1826810446073068, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/14", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.10644501890055835, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 986, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 71.29405696992762, "warmup_median_rel_span": 0.0005545238529824221, "warmup_median_span_ms": 0.03718999505508691, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 67.09767499705777, "warmup_p90_latency_ms": 67.78013840375934, "warmup_p90_rel_span": 0.0048330853757639035, "warmup_p90_span_ms": 0.3260844066971913, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6372250020503998, "mean": 0.25184435755014417, "p50": 0.2464674860239029, "p90": 0.26293140947818755}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.21599000692367554, "mean": 0.19458618104457856, "p50": 0.19343799352645874, "p90": 0.2044029176235199}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.36415499448776245, "mean": 0.3023766604065895, "p50": 0.29944001138210297, "p90": 0.31107139885425567}, "policy_build_example_ms": {"count": 100, "max": 3.3981300075538456, "mean": 1.7375466509838589, "p50": 1.7114020010922104, "p90": 1.738807320361957}, "policy_decode_ms": {"count": 100, "max": 0.04841899499297142, "mean": 0.02288893942022696, "p50": 0.02170301740989089, "p90": 0.024331378517672416}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 453.03946698550135, "mean": 69.35527871886734, "p50": 65.17735500528943, "p90": 65.83479957771488}, "worker_observation_attach_ms": {"count": 100, "max": 0.2880619764328003, "mean": 0.07532896876335143, "p50": 0.07035399973392487, "p90": 0.08242178261280059}, "worker_observation_localize_ms": {"count": 100, "max": 0.18550598621368408, "mean": 0.11005418956279754, "p50": 0.14164899289608002, "p90": 0.14748168885707855}, "worker_recv_overhead_ms": {"count": 100, "max": 0.29414597153663635, "mean": 0.0804007488489151, "p50": 0.07526750862598419, "p90": 0.08756000399589538}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5504370033740997, "mean": 0.8306709593534469, "p50": 0.7131330072879791, "p90": 1.4040031880140305}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0002712838249210956, "warmup_trimmed_mean_span_ms": 0.0181963750947034, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 986, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 68.45012198027689, "p99_latency_ms": 75.68328025663504, "return_raw": null, "survival_steps": 1975}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/15/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 99.1999999999989, "episode_return_env": 99.1999999999989, "game_score": 21.0, "mean_latency_ms": 66.57559216571512, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.26696132826227, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 408, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000300, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.2166245623502618, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/15", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.07372998516075313, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 406, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 72.19960523943882, "warmup_median_rel_span": 0.006853312047106376, "warmup_median_span_ms": 0.44609598990064114, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 65.06255999556743, "warmup_p90_latency_ms": 70.21664759377018, "warmup_p90_rel_span": 0.14083725036906747, "warmup_p90_span_ms": 9.86279701173774, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6110399961471558, "mean": 0.25359984070062636, "p50": 0.24658001959323883, "p90": 0.26926048099994654}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.24926799535751343, "mean": 0.19369652092456818, "p50": 0.19410549104213715, "p90": 0.20567148327827453}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.42141202092170715, "mean": 0.30347757041454315, "p50": 0.2983574867248535, "p90": 0.3367672085762024}, "policy_build_example_ms": {"count": 100, "max": 5.897443013964221, "mean": 1.8749878808739595, "p50": 1.7189544887514785, "p90": 2.033649603254161}, "policy_decode_ms": {"count": 100, "max": 0.05805998807772994, "mean": 0.024401708506047726, "p50": 0.021910513169132173, "p90": 0.03128410025965422}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 448.97900201613083, "mean": 70.11046141007682, "p50": 63.14784599817358, "p90": 67.84295040124562}, "worker_observation_attach_ms": {"count": 100, "max": 0.30592799186706543, "mean": 0.07979179948568343, "p50": 0.07036048173904419, "p90": 0.09373878836631766}, "worker_observation_localize_ms": {"count": 100, "max": 0.2072809934616089, "mean": 0.12015361189842225, "p50": 0.14642299711704254, "p90": 0.15407556891441343}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3111249804496765, "mean": 0.08525968939065934, "p50": 0.07555249333381653, "p90": 0.10199527442455283}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5922420024871826, "mean": 1.0181967598199844, "p50": 1.1506009995937347, "p90": 1.4373957067728043}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.018630345003342274, "warmup_trimmed_mean_span_ms": 1.2201119679957628, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 405, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 66.82434019166976, "p99_latency_ms": 72.06023310311137, "return_raw": null, "survival_steps": 814}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/16/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 50.900000000000375, "episode_return_env": 50.900000000000375, "game_score": 10.0, "mean_latency_ms": 73.79771995105463, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.06832713648665, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 225, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000320, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1805800162037485, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/16", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.060546997701749206, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 205, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 74.02591937978286, "warmup_median_rel_span": 0.0022924027809335216, "warmup_median_span_ms": 0.1598419767105952, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 69.78498499665875, "warmup_p90_latency_ms": 70.3883197857067, "warmup_p90_rel_span": 0.0057340288670988905, "warmup_p90_span_ms": 0.4031001270050183, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.7635820209980011, "mean": 0.18440372943878175, "p50": 0.18565000593662262, "p90": 0.28173168301582335}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.30128899216651917, "mean": 0.16720052152872086, "p50": 0.19795148074626923, "p90": 0.21589271426200868}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.47874099016189575, "mean": 0.327486178278923, "p50": 0.3867904990911484, "p90": 0.4116884708404541}, "policy_build_example_ms": {"count": 100, "max": 3.6935640091542155, "mean": 1.8007166997995228, "p50": 1.7734169960021973, "p90": 1.8071944126859307}, "policy_decode_ms": {"count": 100, "max": 0.04511201404966414, "mean": 0.023078759550116956, "p50": 0.021949002984911203, "p90": 0.02635809069033712}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 467.0306459884159, "mean": 72.05682798143243, "p50": 67.84655149385799, "p90": 68.37646399217192}, "worker_observation_attach_ms": {"count": 100, "max": 0.33308398723602295, "mean": 0.16422643274068832, "p50": 0.16365550458431244, "p90": 0.2527935206890106}, "worker_observation_localize_ms": {"count": 100, "max": 0.15291598439216614, "mean": 0.07514329969882966, "p50": 0.06265850365161896, "p90": 0.10700350105762482}, "worker_recv_overhead_ms": {"count": 100, "max": 0.33830201625823975, "mean": 0.1749989280104637, "p50": 0.17658299207687378, "p90": 0.26922541856765747}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.8217170238494873, "mean": 0.9558784008026123, "p50": 1.0053210258483887, "p90": 1.2735565036535261}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0019448588051794986, "warmup_trimmed_mean_span_ms": 0.13568884332926245, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 205, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 74.70788440550677, "p99_latency_ms": 121.8874866864644, "return_raw": null, "survival_steps": 430}
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| 2 |
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{"episode_id": 1, "episode_return": 106.39999999999854, "episode_return_env": 106.39999999999854, "game_score": 22.0, "mean_latency_ms": 68.10252257388346, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.25154909333832, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 440, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000321, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1622377591540953, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/16", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.09280600352212787, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 437, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 74.02591937978286, "warmup_median_rel_span": 0.0022924027809335216, "warmup_median_span_ms": 0.1598419767105952, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 69.78498499665875, "warmup_p90_latency_ms": 70.3883197857067, "warmup_p90_rel_span": 0.0057340288670988905, "warmup_p90_span_ms": 0.4031001270050183, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.7635820209980011, "mean": 0.18440372943878175, "p50": 0.18565000593662262, "p90": 0.28173168301582335}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.30128899216651917, "mean": 0.16720052152872086, "p50": 0.19795148074626923, "p90": 0.21589271426200868}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.47874099016189575, "mean": 0.327486178278923, "p50": 0.3867904990911484, "p90": 0.4116884708404541}, "policy_build_example_ms": {"count": 100, "max": 3.6935640091542155, "mean": 1.8007166997995228, "p50": 1.7734169960021973, "p90": 1.8071944126859307}, "policy_decode_ms": {"count": 100, "max": 0.04511201404966414, "mean": 0.023078759550116956, "p50": 0.021949002984911203, "p90": 0.02635809069033712}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 467.0306459884159, "mean": 72.05682798143243, "p50": 67.84655149385799, "p90": 68.37646399217192}, "worker_observation_attach_ms": {"count": 100, "max": 0.33308398723602295, "mean": 0.16422643274068832, "p50": 0.16365550458431244, "p90": 0.2527935206890106}, "worker_observation_localize_ms": {"count": 100, "max": 0.15291598439216614, "mean": 0.07514329969882966, "p50": 0.06265850365161896, "p90": 0.10700350105762482}, "worker_recv_overhead_ms": {"count": 100, "max": 0.33830201625823975, "mean": 0.1749989280104637, "p50": 0.17658299207687378, "p90": 0.26922541856765747}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.8217170238494873, "mean": 0.9558784008026123, "p50": 1.0053210258483887, "p90": 1.2735565036535261}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0019448588051794986, "warmup_trimmed_mean_span_ms": 0.13568884332926245, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 436, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 67.85916550143156, "p99_latency_ms": 97.01695171097518, "return_raw": null, "survival_steps": 877}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/17/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 29.800000000000136, "episode_return_env": 29.800000000000136, "game_score": 6.0, "mean_latency_ms": 70.64761004853062, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 16.781490116837393, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 130, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000340, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1801714079774683, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/17", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.10875501902773976, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 125, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 70.1637592309271, "warmup_median_rel_span": 0.002922354834705453, "warmup_median_span_ms": 0.19233202328905463, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 65.85723150055856, "warmup_p90_latency_ms": 67.13149560964666, "warmup_p90_rel_span": 0.011274326066033692, "warmup_p90_span_ms": 0.7523832900915295, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 1.3398230075836182, "mean": 0.2713119500875473, "p50": 0.25281500816345215, "p90": 0.28045308887958526}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.3685619831085205, "mean": 0.1960605987906456, "p50": 0.19611850380897522, "p90": 0.21212450563907623}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.4597969651222229, "mean": 0.302426230609417, "p50": 0.30142249166965485, "p90": 0.3232422947883606}, "policy_build_example_ms": {"count": 100, "max": 3.56884699431248, "mean": 1.7559818990412168, "p50": 1.721134496619925, "p90": 1.7764395975973455}, "policy_decode_ms": {"count": 100, "max": 0.05169099313206971, "mean": 0.02430041931802407, "p50": 0.022205509594641626, "p90": 0.029612114303745326}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 452.7438950026408, "mean": 68.20598005200736, "p50": 63.94972850102931, "p90": 65.10668680712115}, "worker_observation_attach_ms": {"count": 100, "max": 0.3042519986629486, "mean": 0.07824323773384094, "p50": 0.0728289932012558, "p90": 0.08937187790870665}, "worker_observation_localize_ms": {"count": 100, "max": 0.1879979968070984, "mean": 0.10966233640909195, "p50": 0.13717152178287506, "p90": 0.14414677917957305}, "worker_recv_overhead_ms": {"count": 100, "max": 0.30957502126693726, "mean": 0.08357220053672791, "p50": 0.07806001603603363, "p90": 0.09510210156440735}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.594292014837265, "mean": 0.849636301100254, "p50": 0.7569819837808609, "p90": 1.35485942363739}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.005295978994825609, "warmup_trimmed_mean_span_ms": 0.3492800660751527, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 125, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 71.4271760021802, "p99_latency_ms": 114.70528859645131, "return_raw": null, "survival_steps": 255}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/18/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 181.39999999999517, "episode_return_env": 181.39999999999517, "game_score": 38.0, "mean_latency_ms": 70.20513194833231, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.6806970264327, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 753, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000360, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1747293371936394, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/18", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.106229999801144, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 730, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 71.45291659835493, "warmup_median_rel_span": 0.0008180717953997442, "warmup_median_span_ms": 0.05517697718460113, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 67.49346200376749, "warmup_p90_latency_ms": 68.38641289214138, "warmup_p90_rel_span": 0.011664105405791632, "warmup_p90_span_ms": 0.7991303165908903, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6218850016593933, "mean": 0.25377813935279847, "p50": 0.2477794885635376, "p90": 0.2654372721910477}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.2497050166130066, "mean": 0.19436250120401383, "p50": 0.19417999684810638, "p90": 0.20000860393047332}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.44254499673843384, "mean": 0.30221583783626554, "p50": 0.2972255051136017, "p90": 0.317493200302124}, "policy_build_example_ms": {"count": 100, "max": 3.3444699947722256, "mean": 1.7506103313644417, "p50": 1.7197105044033378, "p90": 1.761529699433595}, "policy_decode_ms": {"count": 100, "max": 0.04673100193031132, "mean": 0.02468810009304434, "p50": 0.023232496459968388, "p90": 0.025986102991737408}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 427.4755889782682, "mean": 69.4905436897534, "p50": 65.56023251323495, "p90": 66.36897459975444}, "worker_observation_attach_ms": {"count": 100, "max": 0.30233001708984375, "mean": 0.0846636426448822, "p50": 0.07368399202823639, "p90": 0.09248020052909844}, "worker_observation_localize_ms": {"count": 100, "max": 0.20657896995544434, "mean": 0.11700011074542999, "p50": 0.1437775045633316, "p90": 0.14923238158226013}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3078320026397705, "mean": 0.09019059926271439, "p50": 0.0787620097398758, "p90": 0.10170769989490505}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.681647002696991, "mean": 1.0212141531705856, "p50": 1.0982124954462051, "p90": 1.3587103158235552}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0004662230984724629, "warmup_trimmed_mean_span_ms": 0.03147883944620844, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 730, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 69.67634719621856, "p99_latency_ms": 120.80334403115558, "return_raw": null, "survival_steps": 1483}
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{"episode_id": 1, "episode_return": 6.199999999999994, "episode_return_env": 6.199999999999994, "game_score": 1.0, "mean_latency_ms": 119.70386818783092, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 13.470748514741569, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 42, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000361, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1730317438868951, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/18", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.10368000948801637, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 22, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 71.45291659835493, "warmup_median_rel_span": 0.0008180717953997442, "warmup_median_span_ms": 0.05517697718460113, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 67.49346200376749, "warmup_p90_latency_ms": 68.38641289214138, "warmup_p90_rel_span": 0.011664105405791632, "warmup_p90_span_ms": 0.7991303165908903, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6218850016593933, "mean": 0.25377813935279847, "p50": 0.2477794885635376, "p90": 0.2654372721910477}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.2497050166130066, "mean": 0.19436250120401383, "p50": 0.19417999684810638, "p90": 0.20000860393047332}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.44254499673843384, "mean": 0.30221583783626554, "p50": 0.2972255051136017, "p90": 0.317493200302124}, "policy_build_example_ms": {"count": 100, "max": 3.3444699947722256, "mean": 1.7506103313644417, "p50": 1.7197105044033378, "p90": 1.761529699433595}, "policy_decode_ms": {"count": 100, "max": 0.04673100193031132, "mean": 0.02468810009304434, "p50": 0.023232496459968388, "p90": 0.025986102991737408}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 427.4755889782682, "mean": 69.4905436897534, "p50": 65.56023251323495, "p90": 66.36897459975444}, "worker_observation_attach_ms": {"count": 100, "max": 0.30233001708984375, "mean": 0.0846636426448822, "p50": 0.07368399202823639, "p90": 0.09248020052909844}, "worker_observation_localize_ms": {"count": 100, "max": 0.20657896995544434, "mean": 0.11700011074542999, "p50": 0.1437775045633316, "p90": 0.14923238158226013}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3078320026397705, "mean": 0.09019059926271439, "p50": 0.0787620097398758, "p90": 0.10170769989490505}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.681647002696991, "mean": 1.0212141531705856, "p50": 1.0982124954462051, "p90": 1.3587103158235552}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0004662230984724629, "warmup_trimmed_mean_span_ms": 0.03147883944620844, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 21, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 122.13383699418046, "p99_latency_ms": 123.36580620030873, "return_raw": null, "survival_steps": 64}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/19/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 444.60000000002566, "episode_return_env": 444.60000000002566, "game_score": 94.0, "mean_latency_ms": 68.10151110809302, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.820573921044932, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 1801, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000380, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1727149423386436, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/19", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.10304898023605347, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 1799, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 70.30775176826864, "warmup_median_rel_span": 0.0007680929424125629, "warmup_median_span_ms": 0.051051509217359126, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 66.45878151175566, "warmup_p90_latency_ms": 66.95560948865023, "warmup_p90_rel_span": 0.0008789557201415911, "warmup_p90_span_ms": 0.058656869805417955, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6383970081806183, "mean": 0.25341138154268267, "p50": 0.24723251163959503, "p90": 0.26355600655078887}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.22134003043174744, "mean": 0.19808693647384643, "p50": 0.1973554939031601, "p90": 0.20586990416049958}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.3412329852581024, "mean": 0.2967189183831215, "p50": 0.2976275086402893, "p90": 0.31085618436336515}, "policy_build_example_ms": {"count": 100, "max": 3.065877011977136, "mean": 1.7373406107071787, "p50": 1.7140554991783574, "p90": 1.7321683146292344}, "policy_decode_ms": {"count": 100, "max": 0.042019993998110294, "mean": 0.02324016095371917, "p50": 0.02203350595664233, "p90": 0.028016287251375612}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 424.15098199853674, "mean": 68.35801874869503, "p50": 64.55036099941935, "p90": 64.93733779352624}, "worker_observation_attach_ms": {"count": 100, "max": 0.25002098083496094, "mean": 0.0747695204615593, "p50": 0.07094550132751465, "p90": 0.07829971611499786}, "worker_observation_localize_ms": {"count": 100, "max": 0.19942399859428406, "mean": 0.12312758117914199, "p50": 0.1496095061302185, "p90": 0.1532792806625366}, "worker_recv_overhead_ms": {"count": 100, "max": 0.25415998697280884, "mean": 0.07958682835102081, "p50": 0.0756399929523468, "p90": 0.08306131362915038}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.4840510189533234, "mean": 1.0910154700279235, "p50": 1.0981225073337555, "p90": 1.3456525862216948}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0007532348292794721, "warmup_trimmed_mean_span_ms": 0.05006462470191764, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 1799, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 71.68223021435551, "p99_latency_ms": 74.29276674927678, "return_raw": null, "survival_steps": 3600}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/2/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 220.79999999999345, "episode_return_env": 220.79999999999345, "game_score": 47.0, "mean_latency_ms": 66.52057336974134, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.794250094138423, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 899, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000040, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1779790595501254, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/2", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.07502199150621891, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 897, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 72.85809302789858, "warmup_median_rel_span": 0.0006116889329830523, "warmup_median_span_ms": 0.04182250995654613, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 68.4092140145367, "warmup_p90_latency_ms": 69.44269278901629, "warmup_p90_rel_span": 0.0004632351409483304, "warmup_p90_span_ms": 0.031767215114086866, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 2.8991299867630005, "mean": 0.282012340426445, "p50": 0.24737298488616943, "p90": 0.2726684153079986}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.33702999353408813, "mean": 0.19495197027921676, "p50": 0.19222000241279602, "p90": 0.2013789176940918}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.508448988199234, "mean": 0.3702742314338684, "p50": 0.3510280102491379, "p90": 0.48263970017433167}, "policy_build_example_ms": {"count": 100, "max": 3.48089198814705, "mean": 1.7839027117588557, "p50": 1.75899600435514, "p90": 1.7984518024604768}, "policy_decode_ms": {"count": 100, "max": 0.04644898581318557, "mean": 0.023816409520804882, "p50": 0.022526495740748942, "p90": 0.0276602862868458}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 478.0953039880842, "mean": 70.85015686025145, "p50": 66.43219900433905, "p90": 67.42707500525285}, "worker_observation_attach_ms": {"count": 100, "max": 0.32382503151893616, "mean": 0.17921013861894608, "p50": 0.19025500118732452, "p90": 0.2608341068029404}, "worker_observation_localize_ms": {"count": 100, "max": 0.30073997378349304, "mean": 0.1301245492696762, "p50": 0.14748850464820862, "p90": 0.16707128584384917}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3288160264492035, "mean": 0.19007910877466203, "p50": 0.2008334994316101, "p90": 0.27525299191474917}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5477780103683472, "mean": 1.0135861283540726, "p50": 1.0897350311279297, "p90": 1.3536640852689743}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 6.352595050263328e-05, "warmup_trimmed_mean_span_ms": 0.004344283297541551, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 896, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 66.77413749275729, "p99_latency_ms": 72.21445935429074, "return_raw": null, "survival_steps": 1796}
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| 2 |
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{"episode_id": 1, "episode_return": 444.60000000002566, "episode_return_env": 444.60000000002566, "game_score": 94.0, "mean_latency_ms": 66.38448373986951, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.8472470243285, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 1800, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000041, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1677021742943907, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/2", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.10015600128099322, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 1800, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 72.85809302789858, "warmup_median_rel_span": 0.0006116889329830523, "warmup_median_span_ms": 0.04182250995654613, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 68.4092140145367, "warmup_p90_latency_ms": 69.44269278901629, "warmup_p90_rel_span": 0.0004632351409483304, "warmup_p90_span_ms": 0.031767215114086866, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 2.8991299867630005, "mean": 0.282012340426445, "p50": 0.24737298488616943, "p90": 0.2726684153079986}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.33702999353408813, "mean": 0.19495197027921676, "p50": 0.19222000241279602, "p90": 0.2013789176940918}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.508448988199234, "mean": 0.3702742314338684, "p50": 0.3510280102491379, "p90": 0.48263970017433167}, "policy_build_example_ms": {"count": 100, "max": 3.48089198814705, "mean": 1.7839027117588557, "p50": 1.75899600435514, "p90": 1.7984518024604768}, "policy_decode_ms": {"count": 100, "max": 0.04644898581318557, "mean": 0.023816409520804882, "p50": 0.022526495740748942, "p90": 0.0276602862868458}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 478.0953039880842, "mean": 70.85015686025145, "p50": 66.43219900433905, "p90": 67.42707500525285}, "worker_observation_attach_ms": {"count": 100, "max": 0.32382503151893616, "mean": 0.17921013861894608, "p50": 0.19025500118732452, "p90": 0.2608341068029404}, "worker_observation_localize_ms": {"count": 100, "max": 0.30073997378349304, "mean": 0.1301245492696762, "p50": 0.14748850464820862, "p90": 0.16707128584384917}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3288160264492035, "mean": 0.19007910877466203, "p50": 0.2008334994316101, "p90": 0.27525299191474917}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5477780103683472, "mean": 1.0135861283540726, "p50": 1.0897350311279297, "p90": 1.3536640852689743}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 6.352595050263328e-05, "warmup_trimmed_mean_span_ms": 0.004344283297541551, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 1800, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 66.82575508893933, "p99_latency_ms": 72.93956169538433, "return_raw": null, "survival_steps": 3600}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/20/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 6.099999999999994, "episode_return_env": 6.099999999999994, "game_score": 1.0, "mean_latency_ms": 101.90768583318761, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 11.951421002131276, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 39, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000400, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1719361250150087, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/20", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.11086900485679507, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 24, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 77.01586156937992, "warmup_median_rel_span": 0.0029359636065284353, "warmup_median_span_ms": 0.21399550314527005, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 73.0049799894914, "warmup_p90_latency_ms": 73.96869852091186, "warmup_p90_rel_span": 0.009152284963317513, "warmup_p90_span_ms": 0.6736116018146276, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6770600080490112, "mean": 0.304927139878273, "p50": 0.3020764887332916, "p90": 0.32106309235095976}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.26563501358032227, "mean": 0.22254981875419616, "p50": 0.22074748575687408, "p90": 0.2372127294540405}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.8298600316047668, "mean": 0.450407010614872, "p50": 0.48695650696754456, "p90": 0.5282470971345902}, "policy_build_example_ms": {"count": 100, "max": 3.289732994744554, "mean": 1.817971218843013, "p50": 1.7941984988283366, "p90": 1.8288687948370352}, "policy_decode_ms": {"count": 100, "max": 0.0999289914034307, "mean": 0.03022293996764347, "p50": 0.029388509574346244, "p90": 0.03263559483457357}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 472.3531169875059, "mean": 74.96608827088494, "p50": 70.99957099126186, "p90": 71.91027919761837}, "worker_observation_attach_ms": {"count": 100, "max": 0.37949496507644653, "mean": 0.1856323865056038, "p50": 0.20625397562980652, "p90": 0.2873606145381927}, "worker_observation_localize_ms": {"count": 100, "max": 0.2151849865913391, "mean": 0.12353156000375748, "p50": 0.14972402155399323, "p90": 0.16423609852790833}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3862699866294861, "mean": 0.19770396023988723, "p50": 0.221329003572464, "p90": 0.30477061569690705}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5736009776592255, "mean": 0.9969187813997269, "p50": 1.0230065137147903, "p90": 1.4321652173995971}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.004835608713824952, "warmup_trimmed_mean_span_ms": 0.3518329658618313, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 24, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 119.00593011814635, "p99_latency_ms": 131.5120535416645, "return_raw": null, "survival_steps": 63}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/21/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 27.80000000000012, "episode_return_env": 27.80000000000012, "game_score": 5.0, "mean_latency_ms": 72.06722445337947, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 17.075715165680993, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 125, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000420, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1529157260156353, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/21", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.10817899601534009, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 119, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 72.44244465866359, "warmup_median_rel_span": 0.048243833195104446, "warmup_median_span_ms": 3.266009982326068, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 69.2394490033621, "warmup_p90_latency_ms": 72.34195830533281, "warmup_p90_rel_span": 0.08126268941953492, "warmup_p90_span_ms": 5.705893295817077, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "drifting", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.5882729887962341, "mean": 0.23378393977880477, "p50": 0.25943899154663086, "p90": 0.2986770033836365}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.3053950071334839, "mean": 0.18338853120803833, "p50": 0.20170800387859344, "p90": 0.22171648144721987}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.436225026845932, "mean": 0.30998684853315356, "p50": 0.3110494911670685, "p90": 0.407226014137268}, "policy_build_example_ms": {"count": 100, "max": 3.5537160001695156, "mean": 1.8075562815647572, "p50": 1.7636294942349195, "p90": 1.8797082972014323}, "policy_decode_ms": {"count": 100, "max": 0.04760798765346408, "mean": 0.02494312939234078, "p50": 0.022213498596102, "p90": 0.03280538076069206}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 430.24835200048983, "mean": 70.4064841408399, "p50": 67.29579651437234, "p90": 70.3027322946582}, "worker_observation_attach_ms": {"count": 100, "max": 0.2780109941959381, "mean": 0.1101279878616333, "p50": 0.0812629759311676, "p90": 0.22954199016094204}, "worker_observation_localize_ms": {"count": 100, "max": 3.379512995481491, "mean": 0.13144544035196304, "p50": 0.09254950284957886, "p90": 0.1453908920288086}, "worker_recv_overhead_ms": {"count": 100, "max": 0.2827479839324951, "mean": 0.11725829184055328, "p50": 0.08664999902248383, "p90": 0.24214538335800168}, "worker_to_parent_ipc_ms": {"count": 100, "max": 2.0457650423049927, "mean": 0.8226131525635719, "p50": 0.7775455117225647, "p90": 1.3718444108963013}}, "warmup_status": "unstable", "warmup_stop_sample": null, "warmup_trimmed_mean_rel_span": 0.05795475200273513, "warmup_trimmed_mean_span_ms": 3.9516198085038923, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 119, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 77.48657860211097, "p99_latency_ms": 107.9310503724264, "return_raw": null, "survival_steps": 244}
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| 2 |
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{"episode_id": 1, "episode_return": 12.899999999999974, "episode_return_env": 12.899999999999974, "game_score": 2.0, "mean_latency_ms": 118.3170565738692, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 15.784912462159342, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 81, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000421, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1764252639563892, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/21", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.07167499279603362, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 41, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 72.44244465866359, "warmup_median_rel_span": 0.048243833195104446, "warmup_median_span_ms": 3.266009982326068, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 69.2394490033621, "warmup_p90_latency_ms": 72.34195830533281, "warmup_p90_rel_span": 0.08126268941953492, "warmup_p90_span_ms": 5.705893295817077, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "drifting", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.5882729887962341, "mean": 0.23378393977880477, "p50": 0.25943899154663086, "p90": 0.2986770033836365}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.3053950071334839, "mean": 0.18338853120803833, "p50": 0.20170800387859344, "p90": 0.22171648144721987}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.436225026845932, "mean": 0.30998684853315356, "p50": 0.3110494911670685, "p90": 0.407226014137268}, "policy_build_example_ms": {"count": 100, "max": 3.5537160001695156, "mean": 1.8075562815647572, "p50": 1.7636294942349195, "p90": 1.8797082972014323}, "policy_decode_ms": {"count": 100, "max": 0.04760798765346408, "mean": 0.02494312939234078, "p50": 0.022213498596102, "p90": 0.03280538076069206}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 430.24835200048983, "mean": 70.4064841408399, "p50": 67.29579651437234, "p90": 70.3027322946582}, "worker_observation_attach_ms": {"count": 100, "max": 0.2780109941959381, "mean": 0.1101279878616333, "p50": 0.0812629759311676, "p90": 0.22954199016094204}, "worker_observation_localize_ms": {"count": 100, "max": 3.379512995481491, "mean": 0.13144544035196304, "p50": 0.09254950284957886, "p90": 0.1453908920288086}, "worker_recv_overhead_ms": {"count": 100, "max": 0.2827479839324951, "mean": 0.11725829184055328, "p50": 0.08664999902248383, "p90": 0.24214538335800168}, "worker_to_parent_ipc_ms": {"count": 100, "max": 2.0457650423049927, "mean": 0.8226131525635719, "p50": 0.7775455117225647, "p90": 1.3718444108963013}}, "warmup_status": "unstable", "warmup_stop_sample": null, "warmup_trimmed_mean_rel_span": 0.05795475200273513, "warmup_trimmed_mean_span_ms": 3.9516198085038923, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 40, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 124.96126061014365, "p99_latency_ms": 128.53609676851192, "return_raw": null, "survival_steps": 122}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/22/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 80.69999999999972, "episode_return_env": 80.69999999999972, "game_score": 17.0, "mean_latency_ms": 70.07896956029899, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.330735984865925, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 335, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000440, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.179223622983045, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/22", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.08070399053394794, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 330, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 73.85603726288537, "warmup_median_rel_span": 0.000768615901408418, "warmup_median_span_ms": 0.05367049016058445, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 69.85823350260034, "warmup_p90_latency_ms": 70.81327741034329, "warmup_p90_rel_span": 0.0065791332246256246, "warmup_p90_span_ms": 0.4645327106118202, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6201259791851044, "mean": 0.20048556178808213, "p50": 0.2430095225572586, "p90": 0.28038341701030733}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.23973801732063293, "mean": 0.17276162803173065, "p50": 0.2014930099248886, "p90": 0.2212150901556015}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.5541079938411713, "mean": 0.3180649107694626, "p50": 0.3602440059185028, "p90": 0.41491041183471683}, "policy_build_example_ms": {"count": 100, "max": 3.38516102056019, "mean": 1.7958785421797074, "p50": 1.7707415099721402, "p90": 1.8148780131014064}, "policy_decode_ms": {"count": 100, "max": 0.052857008995488286, "mean": 0.02418871154077351, "p50": 0.022261010599322617, "p90": 0.029378911131061614}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 470.3443970065564, "mean": 71.88548671023455, "p50": 67.94003200775478, "p90": 68.83170931541827}, "worker_observation_attach_ms": {"count": 100, "max": 0.27939102053642273, "mean": 0.13026025891304016, "p50": 0.0977955162525177, "p90": 0.2490154027938843}, "worker_observation_localize_ms": {"count": 100, "max": 0.1617080271244049, "mean": 0.07905562937259675, "p50": 0.06493400037288666, "p90": 0.11085100471973397}, "worker_recv_overhead_ms": {"count": 100, "max": 0.2847890257835388, "mean": 0.1395594996213913, "p50": 0.106454998254776, "p90": 0.2640220880508423}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.4976509809494019, "mean": 0.8333921378850937, "p50": 0.8078230023384094, "p90": 1.2015139967203137}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.010673018782006194, "warmup_trimmed_mean_span_ms": 0.7416864709739457, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 330, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 72.34554060560185, "p99_latency_ms": 108.3021370571805, "return_raw": null, "survival_steps": 665}
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| 2 |
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/23/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 20.30000000000003, "episode_return_env": 20.30000000000003, "game_score": 4.0, "mean_latency_ms": 68.668171952595, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 15.627264042408997, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 90, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000460, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1353234886246355, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/23", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.11699498281814158, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 88, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 72.69941838021623, "warmup_median_rel_span": 0.015859398035305325, "warmup_median_span_ms": 1.0934040183201432, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 68.53995249548461, "warmup_p90_latency_ms": 70.56360909773502, "warmup_p90_rel_span": 0.012943147057091167, "warmup_p90_span_ms": 0.908606790471822, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6751500070095062, "mean": 0.26392298847436907, "p50": 0.2600439786911011, "p90": 0.28281091451644896}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.2315010130405426, "mean": 0.20614829063415527, "p50": 0.20374150574207306, "p90": 0.21973140835762023}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.5910839736461639, "mean": 0.3848555999994278, "p50": 0.3776185065507889, "p90": 0.48995269238948824}, "policy_build_example_ms": {"count": 100, "max": 3.3851850021164864, "mean": 1.8052043797797523, "p50": 1.7809505079640076, "p90": 1.8583296972792596}, "policy_decode_ms": {"count": 100, "max": 0.05263500497676432, "mean": 0.02563830785220489, "p50": 0.02277750172652304, "p90": 0.03243161481805146}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 430.1505140028894, "mean": 70.67579131893581, "p50": 66.58498100296129, "p90": 68.47903440648224}, "worker_observation_attach_ms": {"count": 100, "max": 0.33923399448394775, "mean": 0.17140295326709748, "p50": 0.1500595062971115, "p90": 0.2722121149301529}, "worker_observation_localize_ms": {"count": 100, "max": 0.29180601239204407, "mean": 0.11957052886486054, "p50": 0.13926100730895996, "p90": 0.16474813222885132}, "worker_recv_overhead_ms": {"count": 100, "max": 0.34715500473976135, "mean": 0.18274496048688887, "p50": 0.16088300943374634, "p90": 0.2894590198993683}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5960589945316315, "mean": 1.0208494579792022, "p50": 1.077492505311966, "p90": 1.4045206069946288}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.01202321946289141, "warmup_trimmed_mean_span_ms": 0.8284727209684206, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 88, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 70.11292768875137, "p99_latency_ms": 95.34614982694615, "return_raw": null, "survival_steps": 178}
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| 2 |
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{"episode_id": 1, "episode_return": 87.89999999999937, "episode_return_env": 87.89999999999937, "game_score": 18.0, "mean_latency_ms": 72.03803169237725, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.060393486594382, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 373, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000461, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1808560142173974, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/23", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.0957080046646297, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 355, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 72.69941838021623, "warmup_median_rel_span": 0.015859398035305325, "warmup_median_span_ms": 1.0934040183201432, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 68.53995249548461, "warmup_p90_latency_ms": 70.56360909773502, "warmup_p90_rel_span": 0.012943147057091167, "warmup_p90_span_ms": 0.908606790471822, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6751500070095062, "mean": 0.26392298847436907, "p50": 0.2600439786911011, "p90": 0.28281091451644896}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.2315010130405426, "mean": 0.20614829063415527, "p50": 0.20374150574207306, "p90": 0.21973140835762023}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.5910839736461639, "mean": 0.3848555999994278, "p50": 0.3776185065507889, "p90": 0.48995269238948824}, "policy_build_example_ms": {"count": 100, "max": 3.3851850021164864, "mean": 1.8052043797797523, "p50": 1.7809505079640076, "p90": 1.8583296972792596}, "policy_decode_ms": {"count": 100, "max": 0.05263500497676432, "mean": 0.02563830785220489, "p50": 0.02277750172652304, "p90": 0.03243161481805146}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 430.1505140028894, "mean": 70.67579131893581, "p50": 66.58498100296129, "p90": 68.47903440648224}, "worker_observation_attach_ms": {"count": 100, "max": 0.33923399448394775, "mean": 0.17140295326709748, "p50": 0.1500595062971115, "p90": 0.2722121149301529}, "worker_observation_localize_ms": {"count": 100, "max": 0.29180601239204407, "mean": 0.11957052886486054, "p50": 0.13926100730895996, "p90": 0.16474813222885132}, "worker_recv_overhead_ms": {"count": 100, "max": 0.34715500473976135, "mean": 0.18274496048688887, "p50": 0.16088300943374634, "p90": 0.2894590198993683}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5960589945316315, "mean": 1.0208494579792022, "p50": 1.077492505311966, "p90": 1.4045206069946288}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.01202321946289141, "warmup_trimmed_mean_span_ms": 0.8284727209684206, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 355, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 75.82348059513606, "p99_latency_ms": 125.04967775719699, "return_raw": null, "survival_steps": 728}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/24/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 6.199999999999994, "episode_return_env": 6.199999999999994, "game_score": 1.0, "mean_latency_ms": 122.10308662005922, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 13.669212791504108, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 42, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000480, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.164447047811791, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/24", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.07540499791502953, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 22, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 73.70182851009304, "warmup_median_rel_span": 0.00045137963303291815, "warmup_median_span_ms": 0.03143749199807644, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 69.69447649316862, "warmup_p90_latency_ms": 70.11593430070207, "warmup_p90_rel_span": 0.0008753873416518851, "warmup_p90_span_ms": 0.06124952342361212, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6439410150051117, "mean": 0.1785570725798607, "p50": 0.18334099650382996, "p90": 0.26779240369796753}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.22711098194122314, "mean": 0.1498660510778427, "p50": 0.19930849969387054, "p90": 0.2165005773305893}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.4299769997596741, "mean": 0.28784389078617095, "p50": 0.3476649969816208, "p90": 0.407520592212677}, "policy_build_example_ms": {"count": 100, "max": 3.7435309786815196, "mean": 1.805072879360523, "p50": 1.7795699823182076, "p90": 1.8103895941749215}, "policy_decode_ms": {"count": 100, "max": 0.05515202064998448, "mean": 0.02430180786177516, "p50": 0.02322001091670245, "p90": 0.027639302425086498}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 457.9226719797589, "mean": 71.72922668949468, "p50": 67.76123649615329, "p90": 68.14348110056017}, "worker_observation_attach_ms": {"count": 100, "max": 0.3218970000743866, "mean": 0.14585553884506225, "p50": 0.11999848484992981, "p90": 0.25030782222747805}, "worker_observation_localize_ms": {"count": 100, "max": 0.15710198879241943, "mean": 0.07345902621746063, "p50": 0.06022898852825165, "p90": 0.10343880653381347}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3269580006599426, "mean": 0.15529623925685881, "p50": 0.12758801877498627, "p90": 0.2647427022457123}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.4825220108032227, "mean": 0.9160944202542305, "p50": 0.9851880222558975, "p90": 1.3151748180389404}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.00010360507629391295, "warmup_trimmed_mean_span_ms": 0.007217027814476751, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 21, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 126.17880600737408, "p99_latency_ms": 127.14979118318297, "return_raw": null, "survival_steps": 64}
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| 2 |
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/25/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 316.70000000000294, "episode_return_env": 316.70000000000294, "game_score": 67.0, "mean_latency_ms": 67.35110110382485, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.82118579590348, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 1299, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000500, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.3599417477234965, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/25", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.09781902190297842, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 1276, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 89.92335563001689, "warmup_median_rel_span": 0.4546861929188671, "warmup_median_span_ms": 39.5578835014021, "warmup_median_tolerance_ms": 2.610012187578832, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 70.19400299759582, "warmup_p90_latency_ms": 117.52059639547952, "warmup_p90_rel_span": 0.006336921661873099, "warmup_p90_span_ms": 0.7454410078935325, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "drifting", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 3.7591409981250763, "mean": 0.30782279998064044, "p50": 0.2794959992170334, "p90": 0.34821491241455077}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.35659199953079224, "mean": 0.20556839913129807, "p50": 0.2107595056295395, "p90": 0.2362968862056732}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.4961790144443512, "mean": 0.35039678275585173, "p50": 0.3411100059747696, "p90": 0.43903089761734004}, "policy_build_example_ms": {"count": 100, "max": 3.555091010639444, "mean": 2.2999204992083833, "p50": 1.8156660080421716, "p90": 3.060543813626282}, "policy_decode_ms": {"count": 100, "max": 0.07033598376438022, "mean": 0.03557953954441473, "p50": 0.030698502087034285, "p90": 0.05161508452147245}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 437.6235550153069, "mean": 87.35803944873624, "p50": 68.06718550797086, "p90": 114.01974391483236}, "worker_observation_attach_ms": {"count": 100, "max": 0.29733002185821533, "mean": 0.1172031182050705, "p50": 0.10849399864673615, "p90": 0.16332279443740844}, "worker_observation_localize_ms": {"count": 100, "max": 0.2347559928894043, "mean": 0.1332436126470566, "p50": 0.14559051394462585, "p90": 0.1946566194295883}, "worker_recv_overhead_ms": {"count": 100, "max": 0.30226099491119385, "mean": 0.12479114770889282, "p50": 0.11622501909732819, "p90": 0.1729726135730743}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.7217539846897125, "mean": 1.007608110010624, "p50": 1.009945496916771, "p90": 1.411855313181877}}, "warmup_status": "unstable", "warmup_stop_sample": null, "warmup_trimmed_mean_rel_span": 0.2643907532984452, "warmup_trimmed_mean_span_ms": 23.80813440777274, "warmup_trimmed_mean_tolerance_ms": 2.701471300802041, "workload_id": null}, "num_actions": 1276, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 68.16513849480543, "p99_latency_ms": 105.51350025343709, "return_raw": null, "survival_steps": 2575}
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| 2 |
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{"episode_id": 1, "episode_return": 6.399999999999993, "episode_return_env": 6.399999999999993, "game_score": 1.0, "mean_latency_ms": 105.64348568203224, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 12.640964959421675, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 43, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000501, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1062379981785853, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/25", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.07850400288589299, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 23, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 89.92335563001689, "warmup_median_rel_span": 0.4546861929188671, "warmup_median_span_ms": 39.5578835014021, "warmup_median_tolerance_ms": 2.610012187578832, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 70.19400299759582, "warmup_p90_latency_ms": 117.52059639547952, "warmup_p90_rel_span": 0.006336921661873099, "warmup_p90_span_ms": 0.7454410078935325, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "drifting", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 3.7591409981250763, "mean": 0.30782279998064044, "p50": 0.2794959992170334, "p90": 0.34821491241455077}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.35659199953079224, "mean": 0.20556839913129807, "p50": 0.2107595056295395, "p90": 0.2362968862056732}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.4961790144443512, "mean": 0.35039678275585173, "p50": 0.3411100059747696, "p90": 0.43903089761734004}, "policy_build_example_ms": {"count": 100, "max": 3.555091010639444, "mean": 2.2999204992083833, "p50": 1.8156660080421716, "p90": 3.060543813626282}, "policy_decode_ms": {"count": 100, "max": 0.07033598376438022, "mean": 0.03557953954441473, "p50": 0.030698502087034285, "p90": 0.05161508452147245}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 437.6235550153069, "mean": 87.35803944873624, "p50": 68.06718550797086, "p90": 114.01974391483236}, "worker_observation_attach_ms": {"count": 100, "max": 0.29733002185821533, "mean": 0.1172031182050705, "p50": 0.10849399864673615, "p90": 0.16332279443740844}, "worker_observation_localize_ms": {"count": 100, "max": 0.2347559928894043, "mean": 0.1332436126470566, "p50": 0.14559051394462585, "p90": 0.1946566194295883}, "worker_recv_overhead_ms": {"count": 100, "max": 0.30226099491119385, "mean": 0.12479114770889282, "p50": 0.11622501909732819, "p90": 0.1729726135730743}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.7217539846897125, "mean": 1.007608110010624, "p50": 1.009945496916771, "p90": 1.411855313181877}}, "warmup_status": "unstable", "warmup_stop_sample": null, "warmup_trimmed_mean_rel_span": 0.2643907532984452, "warmup_trimmed_mean_span_ms": 23.80813440777274, "warmup_trimmed_mean_tolerance_ms": 2.701471300802041, "workload_id": null}, "num_actions": 22, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 105.90088890166953, "p99_latency_ms": 108.90000978426541, "return_raw": null, "survival_steps": 66}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/26/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 39.30000000000024, "episode_return_env": 39.30000000000024, "game_score": 8.0, "mean_latency_ms": 67.52081243233106, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 17.04014921404143, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 166, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000520, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.2186839030418923, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/26", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.12059599976055324, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 166, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 69.95838778791949, "warmup_median_rel_span": 0.0007909758909116796, "warmup_median_span_ms": 0.051972485380247235, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 65.73506900167558, "warmup_p90_latency_ms": 66.48888471827377, "warmup_p90_rel_span": 0.006141541389208026, "warmup_p90_span_ms": 0.40723323181737214, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.7565270066261292, "mean": 0.25582393884658816, "p50": 0.24666650593280792, "p90": 0.2736907124519348}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.2902030050754547, "mean": 0.19807203888893127, "p50": 0.19645848870277405, "p90": 0.20632508099079133}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.3977949917316437, "mean": 0.30250086188316344, "p50": 0.29931050539016724, "p90": 0.3153922975063324}, "policy_build_example_ms": {"count": 100, "max": 3.5091869940515608, "mean": 1.747536729380954, "p50": 1.7178525013150647, "p90": 1.741011010017246}, "policy_decode_ms": {"count": 100, "max": 0.044294982217252254, "mean": 0.0232409403542988, "p50": 0.022218009689822793, "p90": 0.026279606390744444}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 459.42967597511597, "mean": 68.01065995212412, "p50": 63.82888452208135, "p90": 64.55588440003339}, "worker_observation_attach_ms": {"count": 100, "max": 0.2793860137462616, "mean": 0.07683385252952575, "p50": 0.0718885064125061, "p90": 0.08207942545413971}, "worker_observation_localize_ms": {"count": 100, "max": 0.15524399280548096, "mean": 0.11105930119752884, "p50": 0.14164403080940247, "p90": 0.14664961099624632}, "worker_recv_overhead_ms": {"count": 100, "max": 0.2842179834842682, "mean": 0.08194982945919037, "p50": 0.07685001194477081, "p90": 0.0871401160955429}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.8528220057487488, "mean": 0.8679333397746086, "p50": 0.7883944809436798, "p90": 1.392379179596901}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0004038419728029112, "warmup_trimmed_mean_span_ms": 0.026545718355919234, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 165, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 68.87099400628358, "p99_latency_ms": 88.95826815278272, "return_raw": null, "survival_steps": 332}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/27/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 43.600000000000286, "episode_return_env": 43.600000000000286, "game_score": 9.0, "mean_latency_ms": 69.2904127928215, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 17.44492068612676, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 186, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000540, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1878778208729273, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/27", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.08150000940077007, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 180, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 69.78813599067507, "warmup_median_rel_span": 0.0010674415688233638, "warmup_median_span_ms": 0.0699225056450814, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 65.54255349328741, "warmup_p90_latency_ms": 66.46506919933017, "warmup_p90_rel_span": 0.01154741040934653, "warmup_p90_span_ms": 0.7642415934242308, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.63503497838974, "mean": 0.2602295297384262, "p50": 0.2534340173006058, "p90": 0.2729658842086792}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.2151700258255005, "mean": 0.19922391891479493, "p50": 0.19944851100444794, "p90": 0.20890669822692873}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.3873469829559326, "mean": 0.3054108679294586, "p50": 0.3032209873199463, "p90": 0.32108809351921086}, "policy_build_example_ms": {"count": 100, "max": 3.064776014070958, "mean": 1.7380526612396352, "p50": 1.715514503302984, "p90": 1.7520600114949048}, "policy_decode_ms": {"count": 100, "max": 0.061480997828766704, "mean": 0.0239209205028601, "p50": 0.022436986910179257, "p90": 0.026605706079863012}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 459.9386939953547, "mean": 67.84535482962383, "p50": 63.62960951810237, "p90": 64.5676558924606}, "worker_observation_attach_ms": {"count": 100, "max": 0.28175702691078186, "mean": 0.07484618067741394, "p50": 0.06999950110912323, "p90": 0.08438148498535156}, "worker_observation_localize_ms": {"count": 100, "max": 0.17920300364494324, "mean": 0.11276948004961014, "p50": 0.14563199877738953, "p90": 0.1507923811674118}, "worker_recv_overhead_ms": {"count": 100, "max": 0.2861579954624176, "mean": 0.0799054217338562, "p50": 0.07497251033782959, "p90": 0.08986369371414184}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.6948899924755096, "mean": 0.9250766324996949, "p50": 0.9189635068178177, "p90": 1.2724803060293197}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.002837207463592318, "warmup_trimmed_mean_span_ms": 0.1861029695646721, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 179, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 69.47653600946069, "p99_latency_ms": 115.33762281644158, "return_raw": null, "survival_steps": 366}
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{"episode_id": 1, "episode_return": 6.199999999999994, "episode_return_env": 6.199999999999994, "game_score": 1.0, "mean_latency_ms": 115.13778238163684, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 13.464577651738908, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 42, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000541, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.154687809816096, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/27", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.07097399793565273, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 22, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 69.78813599067507, "warmup_median_rel_span": 0.0010674415688233638, "warmup_median_span_ms": 0.0699225056450814, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 65.54255349328741, "warmup_p90_latency_ms": 66.46506919933017, "warmup_p90_rel_span": 0.01154741040934653, "warmup_p90_span_ms": 0.7642415934242308, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.63503497838974, "mean": 0.2602295297384262, "p50": 0.2534340173006058, "p90": 0.2729658842086792}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.2151700258255005, "mean": 0.19922391891479493, "p50": 0.19944851100444794, "p90": 0.20890669822692873}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.3873469829559326, "mean": 0.3054108679294586, "p50": 0.3032209873199463, "p90": 0.32108809351921086}, "policy_build_example_ms": {"count": 100, "max": 3.064776014070958, "mean": 1.7380526612396352, "p50": 1.715514503302984, "p90": 1.7520600114949048}, "policy_decode_ms": {"count": 100, "max": 0.061480997828766704, "mean": 0.0239209205028601, "p50": 0.022436986910179257, "p90": 0.026605706079863012}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 459.9386939953547, "mean": 67.84535482962383, "p50": 63.62960951810237, "p90": 64.5676558924606}, "worker_observation_attach_ms": {"count": 100, "max": 0.28175702691078186, "mean": 0.07484618067741394, "p50": 0.06999950110912323, "p90": 0.08438148498535156}, "worker_observation_localize_ms": {"count": 100, "max": 0.17920300364494324, "mean": 0.11276948004961014, "p50": 0.14563199877738953, "p90": 0.1507923811674118}, "worker_recv_overhead_ms": {"count": 100, "max": 0.2861579954624176, "mean": 0.0799054217338562, "p50": 0.07497251033782959, "p90": 0.08986369371414184}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.6948899924755096, "mean": 0.9250766324996949, "p50": 0.9189635068178177, "p90": 1.2724803060293197}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.002837207463592318, "warmup_trimmed_mean_span_ms": 0.1861029695646721, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 21, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 119.02246400131844, "p99_latency_ms": 120.79557599499822, "return_raw": null, "survival_steps": 64}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/28/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 120.6999999999979, "episode_return_env": 120.6999999999979, "game_score": 25.0, "mean_latency_ms": 68.66899174541477, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.392303540955417, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 504, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000560, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1560177426290466, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/28", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.09596499148756266, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 489, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 70.51171735278331, "warmup_median_rel_span": 0.0006947353722871481, "warmup_median_span_ms": 0.04610998439602554, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 66.39918949804269, "warmup_p90_latency_ms": 67.24168261280283, "warmup_p90_rel_span": 0.0027758012618342674, "warmup_p90_span_ms": 0.18516730633564293, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.7667030394077301, "mean": 0.2559711602330208, "p50": 0.24866251647472382, "p90": 0.26310802400112154}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.2615340054035187, "mean": 0.19352588087320327, "p50": 0.19277849793434143, "p90": 0.19653411507606505}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.3675750195980072, "mean": 0.2900481513142586, "p50": 0.29153650999069214, "p90": 0.3007370054721832}, "policy_build_example_ms": {"count": 100, "max": 3.6404480051714927, "mean": 1.7409829120151699, "p50": 1.7096474912250414, "p90": 1.7315489036263898}, "policy_decode_ms": {"count": 100, "max": 0.04874600563198328, "mean": 0.02295689919264987, "p50": 0.022406995412893593, "p90": 0.023666612105444074}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 450.47214801888913, "mean": 68.56795648986008, "p50": 64.48020099196583, "p90": 65.30395080335438}, "worker_observation_attach_ms": {"count": 100, "max": 0.301611989736557, "mean": 0.07404996246099473, "p50": 0.06942600011825562, "p90": 0.07807439863681792}, "worker_observation_localize_ms": {"count": 100, "max": 0.23078098893165588, "mean": 0.1141528394818306, "p50": 0.143654003739357, "p90": 0.1482151120901108}, "worker_recv_overhead_ms": {"count": 100, "max": 0.30706802010536194, "mean": 0.07907555192708969, "p50": 0.07444749772548676, "p90": 0.0830951064825058}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5552950203418732, "mean": 1.1048446890711785, "p50": 1.1530254930257797, "p90": 1.399107885360718}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.00045019538773737283, "warmup_trimmed_mean_span_ms": 0.029890441510360688, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 488, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 68.488441494992, "p99_latency_ms": 115.74865306407446, "return_raw": null, "survival_steps": 993}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/29/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 221.29999999999342, "episode_return_env": 221.29999999999342, "game_score": 47.0, "mean_latency_ms": 66.61282965152049, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.691767688543983, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 903, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000580, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1961650329067197, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/29", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.10565100819803774, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 898, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 89.64852912933566, "warmup_median_rel_span": 0.019396788777808375, "warmup_median_span_ms": 1.2900570000056177, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 66.60240549535956, "warmup_p90_latency_ms": 118.492896592943, "warmup_p90_rel_span": 0.5524023804469835, "warmup_p90_span_ms": 50.88360016816296, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "drifting", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6242859661579132, "mean": 0.28714401334524153, "p50": 0.2748959958553314, "p90": 0.35284249186515804}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.3137030005455017, "mean": 0.21308910131454467, "p50": 0.2123119831085205, "p90": 0.24003751277923585}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.5064740180969238, "mean": 0.3535259506106377, "p50": 0.32467299699783325, "p90": 0.44424780309200285}, "policy_build_example_ms": {"count": 100, "max": 5.353662010747939, "mean": 2.2283784014871344, "p50": 1.7693525005597621, "p90": 3.0847842106595635}, "policy_decode_ms": {"count": 100, "max": 0.10282799485139549, "mean": 0.03538566001225263, "p50": 0.028377486160025, "p90": 0.05599791184067726}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 636.0911229858175, "mean": 87.14893737895181, "p50": 64.6055660181446, "p90": 115.13779309461825}, "worker_observation_attach_ms": {"count": 100, "max": 0.4678120017051697, "mean": 0.11174153000116348, "p50": 0.08642750978469849, "p90": 0.168865305185318}, "worker_observation_localize_ms": {"count": 100, "max": 0.27891600131988525, "mean": 0.14032263725996016, "p50": 0.14613749086856842, "p90": 0.19740821421146393}, "worker_recv_overhead_ms": {"count": 100, "max": 0.47644397616386414, "mean": 0.11894012093544007, "p50": 0.09255850315093994, "p90": 0.17973109781742094}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.7327840030193329, "mean": 0.9896189376711846, "p50": 0.9766094833612442, "p90": 1.4454340934753418}}, "warmup_status": "unstable", "warmup_stop_sample": null, "warmup_trimmed_mean_rel_span": 0.23826891038634296, "warmup_trimmed_mean_span_ms": 17.785123593057506, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 898, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 68.15898279601242, "p99_latency_ms": 75.67438415513605, "return_raw": null, "survival_steps": 1801}
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| 2 |
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{"episode_id": 1, "episode_return": 8.399999999999986, "episode_return_env": 8.399999999999986, "game_score": 1.0, "mean_latency_ms": 71.74209014504284, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 14.698149482560506, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 44, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000581, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1748163025968097, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/29", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.09187401155941188, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 42, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 89.64852912933566, "warmup_median_rel_span": 0.019396788777808375, "warmup_median_span_ms": 1.2900570000056177, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 66.60240549535956, "warmup_p90_latency_ms": 118.492896592943, "warmup_p90_rel_span": 0.5524023804469835, "warmup_p90_span_ms": 50.88360016816296, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "drifting", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6242859661579132, "mean": 0.28714401334524153, "p50": 0.2748959958553314, "p90": 0.35284249186515804}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.3137030005455017, "mean": 0.21308910131454467, "p50": 0.2123119831085205, "p90": 0.24003751277923585}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.5064740180969238, "mean": 0.3535259506106377, "p50": 0.32467299699783325, "p90": 0.44424780309200285}, "policy_build_example_ms": {"count": 100, "max": 5.353662010747939, "mean": 2.2283784014871344, "p50": 1.7693525005597621, "p90": 3.0847842106595635}, "policy_decode_ms": {"count": 100, "max": 0.10282799485139549, "mean": 0.03538566001225263, "p50": 0.028377486160025, "p90": 0.05599791184067726}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 636.0911229858175, "mean": 87.14893737895181, "p50": 64.6055660181446, "p90": 115.13779309461825}, "worker_observation_attach_ms": {"count": 100, "max": 0.4678120017051697, "mean": 0.11174153000116348, "p50": 0.08642750978469849, "p90": 0.168865305185318}, "worker_observation_localize_ms": {"count": 100, "max": 0.27891600131988525, "mean": 0.14032263725996016, "p50": 0.14613749086856842, "p90": 0.19740821421146393}, "worker_recv_overhead_ms": {"count": 100, "max": 0.47644397616386414, "mean": 0.11894012093544007, "p50": 0.09255850315093994, "p90": 0.17973109781742094}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.7327840030193329, "mean": 0.9896189376711846, "p50": 0.9766094833612442, "p90": 1.4454340934753418}}, "warmup_status": "unstable", "warmup_stop_sample": null, "warmup_trimmed_mean_rel_span": 0.23826891038634296, "warmup_trimmed_mean_span_ms": 17.785123593057506, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 42, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 78.86694899643771, "p99_latency_ms": 115.15016491961434, "return_raw": null, "survival_steps": 86}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/3/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 444.60000000002566, "episode_return_env": 444.60000000002566, "game_score": 94.0, "mean_latency_ms": 68.55755003657178, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.876473556936116, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 1802, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000060, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.211348763834394, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/3", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.11885300045832992, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 1798, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 70.67047972988803, "warmup_median_rel_span": 0.0008586737958197437, "warmup_median_span_ms": 0.05732150748372078, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 66.77797700103838, "warmup_p90_latency_ms": 67.50405740458518, "warmup_p90_rel_span": 0.00048082472996655804, "warmup_p90_span_ms": 0.03218338533770293, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6262010037899017, "mean": 0.2505121597647667, "p50": 0.2451840043067932, "p90": 0.2625145196914673}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.21840900182724, "mean": 0.19484527945518493, "p50": 0.19359049201011658, "p90": 0.20370888411998747}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.4511609971523285, "mean": 0.3012566241621971, "p50": 0.29775552451610565, "p90": 0.3136502891778946}, "policy_build_example_ms": {"count": 100, "max": 3.39341998915188, "mean": 1.742898610245902, "p50": 1.7151055071735755, "p90": 1.7331565992208198}, "policy_decode_ms": {"count": 100, "max": 0.04481099313125014, "mean": 0.022609529260080308, "p50": 0.021682993974536657, "p90": 0.023307887022383504}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 427.01078500249423, "mean": 68.72056329913903, "p50": 64.84807550441474, "p90": 65.49252209952101}, "worker_observation_attach_ms": {"count": 100, "max": 0.2977979779243469, "mean": 0.07731598675251007, "p50": 0.07131500542163849, "p90": 0.08011038303375244}, "worker_observation_localize_ms": {"count": 100, "max": 0.19584399461746216, "mean": 0.11632372051477433, "p50": 0.14377397298812866, "p90": 0.14857619404792785}, "worker_recv_overhead_ms": {"count": 100, "max": 0.30288100242614746, "mean": 0.0825117588043213, "p50": 0.07627250254154205, "p90": 0.08509919345378876}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.4737029671669006, "mean": 0.7437779673933983, "p50": 0.7222694903612137, "p90": 1.0118161857128143}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0006259813213604711, "warmup_trimmed_mean_span_ms": 0.041791436160565354, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 1798, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 69.75447860604618, "p99_latency_ms": 76.24960354005451, "return_raw": null, "survival_steps": 3600}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/30/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 19.000000000000025, "episode_return_env": 19.000000000000025, "game_score": 3.0, "mean_latency_ms": 81.03529128809943, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 16.91964229478622, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 97, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000600, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.152961727600541, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/30", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.06945102359168231, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 77, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 76.79602997901384, "warmup_median_rel_span": 0.006174565529943569, "warmup_median_span_ms": 0.4471114953048527, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 72.42373299959581, "warmup_p90_latency_ms": 75.45055148657411, "warmup_p90_rel_span": 0.00836332297344742, "warmup_p90_span_ms": 0.6287009106017649, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6261500120162964, "mean": 0.2131690898537636, "p50": 0.23675498366355896, "p90": 0.2972220093011856}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.23945897817611694, "mean": 0.17835645169019698, "p50": 0.20969249308109283, "p90": 0.2256607234477997}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.5092710256576538, "mean": 0.3486805111169815, "p50": 0.39805200695991516, "p90": 0.43168558478355407}, "policy_build_example_ms": {"count": 100, "max": 3.470185009064153, "mean": 1.856521530135069, "p50": 1.8313309992663562, "p90": 1.8991535907844082}, "policy_decode_ms": {"count": 100, "max": 0.05591000081039965, "mean": 0.02990224165841937, "p50": 0.02887050504796207, "p90": 0.03679090004879981}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 460.8054110140074, "mean": 74.73161960951984, "p50": 70.38428250234574, "p90": 73.2918594905641}, "worker_observation_attach_ms": {"count": 100, "max": 0.31704699993133545, "mean": 0.1784672710299492, "p50": 0.20101651549339294, "p90": 0.2695738852024078}, "worker_observation_localize_ms": {"count": 100, "max": 0.1485309898853302, "mean": 0.09154516816139222, "p50": 0.0924840122461319, "p90": 0.11695730388164519}, "worker_recv_overhead_ms": {"count": 100, "max": 0.32983601093292236, "mean": 0.19007344871759416, "p50": 0.21702098846435547, "p90": 0.28407748341560357}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5398469865322113, "mean": 0.8164095914363861, "p50": 0.7846595197916031, "p90": 1.319221806526184}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.011049174847787082, "warmup_trimmed_mean_span_ms": 0.8029394084587693, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 77, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 114.04100039508194, "p99_latency_ms": 116.17894488852471, "return_raw": null, "survival_steps": 174}
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{"episode_id": 1, "episode_return": 60.000000000000476, "episode_return_env": 60.000000000000476, "game_score": 12.0, "mean_latency_ms": 73.31488979618061, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 17.97019723144241, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 262, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000601, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.17929678836299, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/30", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.0734310015104711, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 241, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 76.79602997901384, "warmup_median_rel_span": 0.006174565529943569, "warmup_median_span_ms": 0.4471114953048527, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 72.42373299959581, "warmup_p90_latency_ms": 75.45055148657411, "warmup_p90_rel_span": 0.00836332297344742, "warmup_p90_span_ms": 0.6287009106017649, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6261500120162964, "mean": 0.2131690898537636, "p50": 0.23675498366355896, "p90": 0.2972220093011856}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.23945897817611694, "mean": 0.17835645169019698, "p50": 0.20969249308109283, "p90": 0.2256607234477997}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.5092710256576538, "mean": 0.3486805111169815, "p50": 0.39805200695991516, "p90": 0.43168558478355407}, "policy_build_example_ms": {"count": 100, "max": 3.470185009064153, "mean": 1.856521530135069, "p50": 1.8313309992663562, "p90": 1.8991535907844082}, "policy_decode_ms": {"count": 100, "max": 0.05591000081039965, "mean": 0.02990224165841937, "p50": 0.02887050504796207, "p90": 0.03679090004879981}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 460.8054110140074, "mean": 74.73161960951984, "p50": 70.38428250234574, "p90": 73.2918594905641}, "worker_observation_attach_ms": {"count": 100, "max": 0.31704699993133545, "mean": 0.1784672710299492, "p50": 0.20101651549339294, "p90": 0.2695738852024078}, "worker_observation_localize_ms": {"count": 100, "max": 0.1485309898853302, "mean": 0.09154516816139222, "p50": 0.0924840122461319, "p90": 0.11695730388164519}, "worker_recv_overhead_ms": {"count": 100, "max": 0.32983601093292236, "mean": 0.19007344871759416, "p50": 0.21702098846435547, "p90": 0.28407748341560357}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5398469865322113, "mean": 0.8164095914363861, "p50": 0.7846595197916031, "p90": 1.319221806526184}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.011049174847787082, "warmup_trimmed_mean_span_ms": 0.8029394084587693, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 241, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 75.03893398097716, "p99_latency_ms": 112.07235879846849, "return_raw": null, "survival_steps": 503}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/31/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 62.10000000000049, "episode_return_env": 62.10000000000049, "game_score": 13.0, "mean_latency_ms": 71.73187811100419, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.117975832313846, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 260, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000620, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1715860016226998, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/31", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.08965499000623822, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 255, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 70.36870394280413, "warmup_median_rel_span": 0.0016169336472432944, "warmup_median_span_ms": 0.106585503090173, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 65.93523050833028, "warmup_p90_latency_ms": 67.82012979965657, "warmup_p90_rel_span": 0.003085804982527088, "warmup_p90_span_ms": 0.20912899053655565, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6610739827156067, "mean": 0.24276434242725373, "p50": 0.25165851414203644, "p90": 0.27355850040912627}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.24239900708198547, "mean": 0.1816147294640541, "p50": 0.1935569941997528, "p90": 0.20205430388450624}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.5032240152359009, "mean": 0.2946319401264191, "p50": 0.2995785027742386, "p90": 0.31134899258613585}, "policy_build_example_ms": {"count": 100, "max": 3.591835993574932, "mean": 1.7718736807000823, "p50": 1.7429105064366013, "p90": 1.7925402062246576}, "policy_decode_ms": {"count": 100, "max": 0.04911998985335231, "mean": 0.026383098447695374, "p50": 0.024477485567331314, "p90": 0.03355479275342077}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 461.035254993476, "mean": 68.38653736136621, "p50": 63.978851001593284, "p90": 65.81320722179953}, "worker_observation_attach_ms": {"count": 100, "max": 0.3135630190372467, "mean": 0.08195422112941741, "p50": 0.07436200976371765, "p90": 0.0913855880498886}, "worker_observation_localize_ms": {"count": 100, "max": 0.24265599250793457, "mean": 0.11013779044151306, "p50": 0.09983201324939728, "p90": 0.1513085186481476}, "worker_recv_overhead_ms": {"count": 100, "max": 0.31843098998069763, "mean": 0.08751042842864991, "p50": 0.07940049469470978, "p90": 0.09742330908775328}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.535254031419754, "mean": 0.8533019095659256, "p50": 0.8153175115585327, "p90": 1.3609552204608917}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0012367916720979993, "warmup_trimmed_mean_span_ms": 0.08173144215106731, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 254, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 75.53224129078444, "p99_latency_ms": 106.81416534265736, "return_raw": null, "survival_steps": 515}
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| 2 |
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/32/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 106.39999999999854, "episode_return_env": 106.39999999999854, "game_score": 22.0, "mean_latency_ms": 66.55901111955424, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.559825192265674, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 439, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000640, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1725409916482477, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/32", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.059910991694778204, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 438, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 74.07533995166887, "warmup_median_rel_span": 0.004208722598731123, "warmup_median_span_ms": 0.28952350839972496, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 68.97158701031003, "warmup_p90_latency_ms": 72.69975129747763, "warmup_p90_rel_span": 0.001410426071283999, "warmup_p90_span_ms": 0.10204740974586457, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6207060217857361, "mean": 0.20841803073883056, "p50": 0.26175548136234283, "p90": 0.29732039868831633}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.23839998245239258, "mean": 0.17433338820934297, "p50": 0.20524750649929047, "p90": 0.21861678659915923}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.5935409665107727, "mean": 0.3405737605690956, "p50": 0.39198848605155945, "p90": 0.4240079879760742}, "policy_build_example_ms": {"count": 100, "max": 3.6585770139936358, "mean": 1.8377015891019255, "p50": 1.7950739857042208, "p90": 1.8996276805410162}, "policy_decode_ms": {"count": 100, "max": 0.07901698700152338, "mean": 0.02880618063500151, "p50": 0.02465999568812549, "p90": 0.03882339806295931}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 477.38058198592626, "mean": 72.03952355135698, "p50": 66.99795299209654, "p90": 70.69229720218573}, "worker_observation_attach_ms": {"count": 100, "max": 0.3288990259170532, "mean": 0.17109234035015106, "p50": 0.17603500187397003, "p90": 0.26691698133945463}, "worker_observation_localize_ms": {"count": 100, "max": 0.2573710083961487, "mean": 0.08781390786170959, "p50": 0.07904002070426941, "p90": 0.1082888811826706}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3336459994316101, "mean": 0.18208479940891265, "p50": 0.1900154948234558, "p90": 0.28230500817298887}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.4680800139904022, "mean": 0.8251968169212341, "p50": 0.8484510034322739, "p90": 1.2610806822776794}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0060606876884280025, "warmup_trimmed_mean_span_ms": 0.4200108423901838, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 437, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 68.54820300941356, "p99_latency_ms": 72.8016344353091, "return_raw": null, "survival_steps": 877}
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| 2 |
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/33/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 4.799999999999995, "episode_return_env": 4.799999999999995, "game_score": 0.0, "mean_latency_ms": 79.44472700182814, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 13.407854775019239, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 30, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000660, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.103676598803986, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/33", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.07963701500557363, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 29, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 76.21093578170985, "warmup_median_rel_span": 0.00037868607068089363, "warmup_median_span_ms": 0.027214977308176458, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 71.93290849681944, "warmup_p90_latency_ms": 74.40082990797237, "warmup_p90_rel_span": 0.022343749511322574, "warmup_p90_span_ms": 1.6529516782611609, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.31751200556755066, "mean": 0.18533185243606567, "p50": 0.19139698147773743, "p90": 0.28663240373134613}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.23919501900672913, "mean": 0.15896858900785446, "p50": 0.19890698790550232, "p90": 0.21416748166084287}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.44150498509407043, "mean": 0.30636003136634826, "p50": 0.35668399930000305, "p90": 0.4147375077009201}, "policy_build_example_ms": {"count": 100, "max": 3.552837995812297, "mean": 1.8103827474988066, "p50": 1.783017985871993, "p90": 1.8635523039847612}, "policy_decode_ms": {"count": 100, "max": 0.05058597889728844, "mean": 0.02579948864877224, "p50": 0.02336400211788714, "p90": 0.03534171264618635}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 467.9890619881917, "mean": 74.22274267097237, "p50": 69.992242497392, "p90": 72.31959130149335}, "worker_observation_attach_ms": {"count": 100, "max": 0.3206619620323181, "mean": 0.15550034910440444, "p50": 0.11960548162460327, "p90": 0.26540141701698305}, "worker_observation_localize_ms": {"count": 100, "max": 0.16867604851722717, "mean": 0.07851771742105484, "p50": 0.06856298446655273, "p90": 0.10862381756305695}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3257800042629242, "mean": 0.16528838992118836, "p50": 0.12766149640083313, "p90": 0.28007551729679103}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.468203991651535, "mean": 0.8440138989686966, "p50": 0.880434975028038, "p90": 1.2680767893791196}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.005306304428211892, "warmup_trimmed_mean_span_ms": 0.38227628010645276, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 28, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 82.58686490589753, "p99_latency_ms": 110.3199519609916, "return_raw": null, "survival_steps": 59}
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| 2 |
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/34/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 4.099999999999998, "episode_return_env": 4.099999999999998, "game_score": 0.0, "mean_latency_ms": 76.97956008791073, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 12.015012864873402, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 28, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000680, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.121151034237755, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/34", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.09141801274381578, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 24, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 69.80089434975525, "warmup_median_rel_span": 0.003096516938152789, "warmup_median_span_ms": 0.2013394987443462, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 65.12047149590217, "warmup_p90_latency_ms": 68.186318106018, "warmup_p90_rel_span": 0.00539118467529323, "warmup_p90_span_ms": 0.36703110090456903, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6735050082206726, "mean": 0.25761251628398896, "p50": 0.24883398413658142, "p90": 0.2859615057706833}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.22709298133850098, "mean": 0.19770024001598357, "p50": 0.19649049639701843, "p90": 0.21171030700206755}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 2.8186239898204803, "mean": 0.3334405019879341, "p50": 0.30120949447155, "p90": 0.34242311418056487}, "policy_build_example_ms": {"count": 100, "max": 3.5443429951556027, "mean": 1.768400528235361, "p50": 1.7247719806618989, "p90": 1.8207948945928365}, "policy_decode_ms": {"count": 100, "max": 0.09676700574345887, "mean": 0.0256617707782425, "p50": 0.022609005100093782, "p90": 0.034908115048892796}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 457.8260389971547, "mean": 67.82473722938448, "p50": 63.19596149842255, "p90": 66.13438670174219}, "worker_observation_attach_ms": {"count": 100, "max": 0.45286598801612854, "mean": 0.0835707038640976, "p50": 0.07429352402687073, "p90": 0.09683449566364288}, "worker_observation_localize_ms": {"count": 100, "max": 0.2908729910850525, "mean": 0.11050373315811157, "p50": 0.14132152497768402, "p90": 0.14901421666145323}, "worker_recv_overhead_ms": {"count": 100, "max": 0.45871302485466003, "mean": 0.08886305063962936, "p50": 0.07946799695491791, "p90": 0.10226602852344513}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5563769936561584, "mean": 0.8798006093502044, "p50": 0.827858492732048, "p90": 1.3924385130405428}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.00675421477678548, "warmup_trimmed_mean_span_ms": 0.44169690499984426, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 23, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 121.96667319512926, "p99_latency_ms": 122.37052219337784, "return_raw": null, "survival_steps": 52}
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| 2 |
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{"episode_id": 1, "episode_return": 15.19999999999997, "episode_return_env": 15.19999999999997, "game_score": 3.0, "mean_latency_ms": 86.14256393047981, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 15.30278226082373, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 79, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000681, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1641566522357607, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/34", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.11371300206519663, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 57, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 69.80089434975525, "warmup_median_rel_span": 0.003096516938152789, "warmup_median_span_ms": 0.2013394987443462, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 65.12047149590217, "warmup_p90_latency_ms": 68.186318106018, "warmup_p90_rel_span": 0.00539118467529323, "warmup_p90_span_ms": 0.36703110090456903, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6735050082206726, "mean": 0.25761251628398896, "p50": 0.24883398413658142, "p90": 0.2859615057706833}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.22709298133850098, "mean": 0.19770024001598357, "p50": 0.19649049639701843, "p90": 0.21171030700206755}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 2.8186239898204803, "mean": 0.3334405019879341, "p50": 0.30120949447155, "p90": 0.34242311418056487}, "policy_build_example_ms": {"count": 100, "max": 3.5443429951556027, "mean": 1.768400528235361, "p50": 1.7247719806618989, "p90": 1.8207948945928365}, "policy_decode_ms": {"count": 100, "max": 0.09676700574345887, "mean": 0.0256617707782425, "p50": 0.022609005100093782, "p90": 0.034908115048892796}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 457.8260389971547, "mean": 67.82473722938448, "p50": 63.19596149842255, "p90": 66.13438670174219}, "worker_observation_attach_ms": {"count": 100, "max": 0.45286598801612854, "mean": 0.0835707038640976, "p50": 0.07429352402687073, "p90": 0.09683449566364288}, "worker_observation_localize_ms": {"count": 100, "max": 0.2908729910850525, "mean": 0.11050373315811157, "p50": 0.14132152497768402, "p90": 0.14901421666145323}, "worker_recv_overhead_ms": {"count": 100, "max": 0.45871302485466003, "mean": 0.08886305063962936, "p50": 0.07946799695491791, "p90": 0.10226602852344513}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5563769936561584, "mean": 0.8798006093502044, "p50": 0.827858492732048, "p90": 1.3924385130405428}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.00675421477678548, "warmup_trimmed_mean_span_ms": 0.44169690499984426, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 56, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 109.24415150657296, "p99_latency_ms": 119.36969724774829, "return_raw": null, "survival_steps": 136}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/35/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 9.299999999999983, "episode_return_env": 9.299999999999983, "game_score": 1.0, "mean_latency_ms": 77.3264836035344, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 15.061014101440891, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 52, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000700, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.161585487555385, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/35", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.06265001138672233, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 43, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 74.86516560195014, "warmup_median_rel_span": 0.0046821215176587345, "warmup_median_span_ms": 0.32914798066485673, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 70.367119013099, "warmup_p90_latency_ms": 73.34119010192806, "warmup_p90_rel_span": 0.019220421804527217, "warmup_p90_span_ms": 1.3930537970736623, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.40731701254844666, "mean": 0.2046957203745842, "p50": 0.2478865087032318, "p90": 0.3002658933401108}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.2517840266227722, "mean": 0.17228235870599748, "p50": 0.20765498280525208, "p90": 0.22422932088375092}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.45643001794815063, "mean": 0.32440478712320325, "p50": 0.36043649911880493, "p90": 0.4339231222867965}, "policy_build_example_ms": {"count": 100, "max": 3.683650982566178, "mean": 1.8201836620573886, "p50": 1.7893469776026905, "p90": 1.8770926049910486}, "policy_decode_ms": {"count": 100, "max": 0.05053600762039423, "mean": 0.02586947986856103, "p50": 0.023443004465661943, "p90": 0.03327918529976158}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 477.4651250045281, "mean": 72.85842442011926, "p50": 68.42926549143158, "p90": 71.16972070070915}, "worker_observation_attach_ms": {"count": 100, "max": 0.3429180085659027, "mean": 0.16671790957450866, "p50": 0.19101449847221375, "p90": 0.25803451240062714}, "worker_observation_localize_ms": {"count": 100, "max": 0.24722301959991455, "mean": 0.0855518713593483, "p50": 0.07414799928665161, "p90": 0.11831583082675932}, "worker_recv_overhead_ms": {"count": 100, "max": 0.34787601232528687, "mean": 0.1768894127011299, "p50": 0.20400896668434143, "p90": 0.2725798934698105}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.4809570014476776, "mean": 0.7818247485160827, "p50": 0.7764795124530792, "p90": 1.335857903957367}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.012534032749646025, "warmup_trimmed_mean_span_ms": 0.8809131886664545, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 43, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 107.99879679107107, "p99_latency_ms": 112.66266474500297, "return_raw": null, "survival_steps": 95}
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| 2 |
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/36/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 55.10000000000042, "episode_return_env": 55.10000000000042, "game_score": 11.0, "mean_latency_ms": 70.52696146116511, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 17.698353405131886, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 233, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000720, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1805204507190865, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/36", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.0772290222812444, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 230, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 69.8900502602919, "warmup_median_rel_span": 0.0005108629563166961, "warmup_median_span_ms": 0.033537507988512516, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 65.74215099681169, "warmup_p90_latency_ms": 69.02798941300716, "warmup_p90_rel_span": 0.010635090199634484, "warmup_p90_span_ms": 0.7178774947533384, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 3.0449950098991394, "mean": 0.29057476818561556, "p50": 0.25405098497867584, "p90": 0.2904550164937973}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.328682005405426, "mean": 0.20161957055330276, "p50": 0.19681648910045624, "p90": 0.21498928368091585}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.4606750011444092, "mean": 0.3116183292865753, "p50": 0.2982404977083206, "p90": 0.3477218836545944}, "policy_build_example_ms": {"count": 100, "max": 3.5489730071276426, "mean": 1.7674551787786186, "p50": 1.7239949811482802, "p90": 1.8168801936553791}, "policy_decode_ms": {"count": 100, "max": 0.04618600360117853, "mean": 0.026075799542013556, "p50": 0.022822991013526917, "p90": 0.03635430766735226}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 401.88161699916236, "mean": 67.91244638268836, "p50": 63.809276005486026, "p90": 67.00288490974344}, "worker_observation_attach_ms": {"count": 100, "max": 0.3081579804420471, "mean": 0.08708124071359634, "p50": 0.07474251091480255, "p90": 0.11333500742912292}, "worker_observation_localize_ms": {"count": 100, "max": 0.28072798252105713, "mean": 0.10946553021669388, "p50": 0.13989649713039398, "p90": 0.15187128782272338}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3133549988269806, "mean": 0.09265736043453217, "p50": 0.07988350093364716, "p90": 0.11999810934066772}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.6062079668045044, "mean": 0.9194991317391396, "p50": 0.8929695039987564, "p90": 1.3602012157440186}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.00012168193762900093, "warmup_trimmed_mean_span_ms": 0.008006625648704357, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 230, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 73.89854697685223, "p99_latency_ms": 105.27875588479225, "return_raw": null, "survival_steps": 463}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/37/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 27.300000000000114, "episode_return_env": 27.300000000000114, "game_score": 5.0, "mean_latency_ms": 68.78832527051553, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 17.452552791901013, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 121, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000740, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1559719212619939, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/37", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.06334498175419867, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 118, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 74.38293809973402, "warmup_median_rel_span": 0.00046062473635443053, "warmup_median_span_ms": 0.03213249146938324, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 69.87238401779905, "warmup_p90_latency_ms": 73.04533940914553, "warmup_p90_rel_span": 0.007579320916796694, "warmup_p90_span_ms": 0.5511221010237932, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6246549785137177, "mean": 0.19875468283891679, "p50": 0.2325259894132614, "p90": 0.2918510019779205}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.28678300976753235, "mean": 0.17659010052680968, "p50": 0.20578549802303314, "p90": 0.2204985111951828}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.6176410019397736, "mean": 0.3392571911215782, "p50": 0.38965049386024475, "p90": 0.426759085059166}, "policy_build_example_ms": {"count": 100, "max": 3.5107010044157505, "mean": 1.8213480489794165, "p50": 1.7875324992928654, "p90": 1.8824872997356579}, "policy_decode_ms": {"count": 100, "max": 0.05304999649524689, "mean": 0.026470033335499465, "p50": 0.023715008865110576, "p90": 0.035563879646360874}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 462.411004002206, "mean": 72.37552651145961, "p50": 67.91817401244771, "p90": 70.98295238683932}, "worker_observation_attach_ms": {"count": 100, "max": 0.2930859923362732, "mean": 0.17336995244026185, "p50": 0.2007094919681549, "p90": 0.25859559476375577}, "worker_observation_localize_ms": {"count": 100, "max": 0.14940500259399414, "mean": 0.08187789916992187, "p50": 0.07613350450992584, "p90": 0.10731801688671112}, "worker_recv_overhead_ms": {"count": 100, "max": 0.2988639771938324, "mean": 0.1850755301117897, "p50": 0.21411700546741486, "p90": 0.273909318447113}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5003720223903656, "mean": 0.89630919277668, "p50": 0.9871184974908829, "p90": 1.3387763857841493}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0008825878034234107, "warmup_trimmed_mean_span_ms": 0.06187531016621506, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 118, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 69.94126528734341, "p99_latency_ms": 112.31165959092321, "return_raw": null, "survival_steps": 239}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/38/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 18.300000000000015, "episode_return_env": 18.300000000000015, "game_score": 3.0, "mean_latency_ms": 67.47091443898304, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 16.065889462800385, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 84, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000760, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.182475113556393, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/38", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.07926201215013862, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 83, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 68.90020489110611, "warmup_median_rel_span": 0.0008220955701222563, "warmup_median_span_ms": 0.05383352981880307, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 65.51951650180854, "warmup_p90_latency_ms": 67.09293940511998, "warmup_p90_rel_span": 0.04161880768139462, "warmup_p90_span_ms": 2.8021901118336245, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6443890035152435, "mean": 0.2600829401612282, "p50": 0.2514594942331314, "p90": 0.2808358192443848}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.25123900175094604, "mean": 0.19733435958623885, "p50": 0.19550298154354095, "p90": 0.20878409147262575}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.39931899309158325, "mean": 0.30055634140968324, "p50": 0.2967374920845032, "p90": 0.31512641310691825}, "policy_build_example_ms": {"count": 100, "max": 3.259505989262834, "mean": 1.7421410689712502, "p50": 1.7155794921563938, "p90": 1.7716545960865913}, "policy_decode_ms": {"count": 100, "max": 0.061013997765257955, "mean": 0.02393498958554119, "p50": 0.02201649476774037, "p90": 0.030573396361432952}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 368.24784899363294, "mean": 66.95826016075443, "p50": 63.61233550705947, "p90": 65.10441570135299}, "worker_observation_attach_ms": {"count": 100, "max": 0.2895579934120178, "mean": 0.07454970747232437, "p50": 0.0677575021982193, "p90": 0.08644087910652158}, "worker_observation_localize_ms": {"count": 100, "max": 0.18577301502227783, "mean": 0.10908999145030976, "p50": 0.14164352416992188, "p90": 0.14770103394985198}, "worker_recv_overhead_ms": {"count": 100, "max": 0.2947719991207123, "mean": 0.0794535207748413, "p50": 0.0723704993724823, "p90": 0.09206087887287139}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.8436360359191895, "mean": 0.9892576888203621, "p50": 0.9710714817047119, "p90": 1.2893818795681}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0038625855708509247, "warmup_trimmed_mean_span_ms": 0.2533700335334288, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 82, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 69.24604890518822, "p99_latency_ms": 89.24832288612374, "return_raw": null, "survival_steps": 167}
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| 2 |
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{"episode_id": 1, "episode_return": 43.600000000000286, "episode_return_env": 43.600000000000286, "game_score": 9.0, "mean_latency_ms": 74.8767379573976, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 17.432489064210987, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 198, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000761, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1786075993113627, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/38", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.07693699444644153, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 168, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 68.90020489110611, "warmup_median_rel_span": 0.0008220955701222563, "warmup_median_span_ms": 0.05383352981880307, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 65.51951650180854, "warmup_p90_latency_ms": 67.09293940511998, "warmup_p90_rel_span": 0.04161880768139462, "warmup_p90_span_ms": 2.8021901118336245, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6443890035152435, "mean": 0.2600829401612282, "p50": 0.2514594942331314, "p90": 0.2808358192443848}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.25123900175094604, "mean": 0.19733435958623885, "p50": 0.19550298154354095, "p90": 0.20878409147262575}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.39931899309158325, "mean": 0.30055634140968324, "p50": 0.2967374920845032, "p90": 0.31512641310691825}, "policy_build_example_ms": {"count": 100, "max": 3.259505989262834, "mean": 1.7421410689712502, "p50": 1.7155794921563938, "p90": 1.7716545960865913}, "policy_decode_ms": {"count": 100, "max": 0.061013997765257955, "mean": 0.02393498958554119, "p50": 0.02201649476774037, "p90": 0.030573396361432952}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 368.24784899363294, "mean": 66.95826016075443, "p50": 63.61233550705947, "p90": 65.10441570135299}, "worker_observation_attach_ms": {"count": 100, "max": 0.2895579934120178, "mean": 0.07454970747232437, "p50": 0.0677575021982193, "p90": 0.08644087910652158}, "worker_observation_localize_ms": {"count": 100, "max": 0.18577301502227783, "mean": 0.10908999145030976, "p50": 0.14164352416992188, "p90": 0.14770103394985198}, "worker_recv_overhead_ms": {"count": 100, "max": 0.2947719991207123, "mean": 0.0794535207748413, "p50": 0.0723704993724823, "p90": 0.09206087887287139}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.8436360359191895, "mean": 0.9892576888203621, "p50": 0.9710714817047119, "p90": 1.2893818795681}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0038625855708509247, "warmup_trimmed_mean_span_ms": 0.2533700335334288, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 168, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 108.08241000340786, "p99_latency_ms": 117.07563394884347, "return_raw": null, "survival_steps": 366}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/39/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 25.00000000000008, "episode_return_env": 25.00000000000008, "game_score": 5.0, "mean_latency_ms": 77.28422440799922, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 16.499190887355308, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 118, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000780, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.165974161941449, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/39", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.06910599768161774, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 98, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 69.03073939261958, "warmup_median_rel_span": 0.0014805339697076289, "warmup_median_span_ms": 0.0967674859566614, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 65.46055449871346, "warmup_p90_latency_ms": 68.14637289789971, "warmup_p90_rel_span": 0.03633635391611481, "warmup_p90_span_ms": 2.4456184240989387, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6460949778556824, "mean": 0.2543089985847473, "p50": 0.24668298661708832, "p90": 0.26629717051982876}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.26936402916908264, "mean": 0.19849458038806916, "p50": 0.19641099870204926, "p90": 0.20777100026607515}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.37704601883888245, "mean": 0.30044640868902206, "p50": 0.2992895096540451, "p90": 0.31298370063304903}, "policy_build_example_ms": {"count": 100, "max": 3.5113200137857348, "mean": 1.7542117080301978, "p50": 1.724988003843464, "p90": 1.7566074035130441}, "policy_decode_ms": {"count": 100, "max": 0.06579700857400894, "mean": 0.024165988725144416, "p50": 0.02293300349265337, "p90": 0.027130800299346444}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 377.33007001224905, "mean": 67.06955757952528, "p50": 63.546240504365414, "p90": 66.00825989153236}, "worker_observation_attach_ms": {"count": 100, "max": 0.3410170078277588, "mean": 0.07705690205097199, "p50": 0.07155799865722656, "p90": 0.08323358595371243}, "worker_observation_localize_ms": {"count": 100, "max": 0.27831000089645386, "mean": 0.11424527317285538, "p50": 0.1438160091638565, "p90": 0.14953092336654664}, "worker_recv_overhead_ms": {"count": 100, "max": 0.34666600823402405, "mean": 0.082227743268013, "p50": 0.0766965001821518, "p90": 0.08822621703147884}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5492299795150757, "mean": 0.9996115878224373, "p50": 1.022612988948822, "p90": 1.3318992972373962}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0029390211772801693, "warmup_trimmed_mean_span_ms": 0.19252265519753564, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 98, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 118.00613119266927, "p99_latency_ms": 119.55050316639245, "return_raw": null, "survival_steps": 216}
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| 2 |
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/4/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 260.3999999999929, "episode_return_env": 260.3999999999929, "game_score": 55.0, "mean_latency_ms": 75.91022611037845, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.781381004780542, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 1062, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000080, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1554465091903694, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/4", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.13076301547698677, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 1058, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 72.28443238156615, "warmup_median_rel_span": 0.00018318894217553107, "warmup_median_span_ms": 0.012546501238830388, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 68.5015814815415, "warmup_p90_latency_ms": 68.67701969167683, "warmup_p90_rel_span": 0.0005098319442906527, "warmup_p90_span_ms": 0.03499109880067408, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.649340957403183, "mean": 0.2473263794183731, "p50": 0.24226047098636627, "p90": 0.259314027428627}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.2156989872455597, "mean": 0.1940171581506729, "p50": 0.1933710128068924, "p90": 0.20103503465652467}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.3474079966545105, "mean": 0.2925069835782051, "p50": 0.29458750784397125, "p90": 0.3055364966392517}, "policy_build_example_ms": {"count": 100, "max": 3.587334998883307, "mean": 1.7388549304450862, "p50": 1.715666992822662, "p90": 1.7279787949519232}, "policy_decode_ms": {"count": 100, "max": 0.04905401146970689, "mean": 0.023225809854920954, "p50": 0.022660504328086972, "p90": 0.02385871484875679}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 432.14880299638025, "mean": 70.33364180853823, "p50": 66.56742699851748, "p90": 66.7991721216822}, "worker_observation_attach_ms": {"count": 100, "max": 0.3173840045928955, "mean": 0.07698493987321854, "p50": 0.07278101146221161, "p90": 0.08065411746501923}, "worker_observation_localize_ms": {"count": 100, "max": 0.19100099802017212, "mean": 0.12045206099748612, "p50": 0.1480810046195984, "p90": 0.15185691118240358}, "worker_recv_overhead_ms": {"count": 100, "max": 0.32328999042510986, "mean": 0.08200975865125656, "p50": 0.0777835100889206, "p90": 0.08574549555778503}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5457929968833923, "mean": 1.131566259264946, "p50": 1.223141998052597, "p90": 1.4307744055986402}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0006387715174591632, "warmup_trimmed_mean_span_ms": 0.04374165473564062, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 1057, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 76.34333239402622, "p99_latency_ms": 83.09615846606904, "return_raw": null, "survival_steps": 2120}
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| 2 |
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{"episode_id": 1, "episode_return": 78.89999999999976, "episode_return_env": 78.89999999999976, "game_score": 16.0, "mean_latency_ms": 72.49583837679732, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.321053536323983, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 339, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000081, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.15937351107641, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/4", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.07884498336352408, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 317, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 72.28443238156615, "warmup_median_rel_span": 0.00018318894217553107, "warmup_median_span_ms": 0.012546501238830388, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 68.5015814815415, "warmup_p90_latency_ms": 68.67701969167683, "warmup_p90_rel_span": 0.0005098319442906527, "warmup_p90_span_ms": 0.03499109880067408, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.649340957403183, "mean": 0.2473263794183731, "p50": 0.24226047098636627, "p90": 0.259314027428627}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.2156989872455597, "mean": 0.1940171581506729, "p50": 0.1933710128068924, "p90": 0.20103503465652467}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.3474079966545105, "mean": 0.2925069835782051, "p50": 0.29458750784397125, "p90": 0.3055364966392517}, "policy_build_example_ms": {"count": 100, "max": 3.587334998883307, "mean": 1.7388549304450862, "p50": 1.715666992822662, "p90": 1.7279787949519232}, "policy_decode_ms": {"count": 100, "max": 0.04905401146970689, "mean": 0.023225809854920954, "p50": 0.022660504328086972, "p90": 0.02385871484875679}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 432.14880299638025, "mean": 70.33364180853823, "p50": 66.56742699851748, "p90": 66.7991721216822}, "worker_observation_attach_ms": {"count": 100, "max": 0.3173840045928955, "mean": 0.07698493987321854, "p50": 0.07278101146221161, "p90": 0.08065411746501923}, "worker_observation_localize_ms": {"count": 100, "max": 0.19100099802017212, "mean": 0.12045206099748612, "p50": 0.1480810046195984, "p90": 0.15185691118240358}, "worker_recv_overhead_ms": {"count": 100, "max": 0.32328999042510986, "mean": 0.08200975865125656, "p50": 0.0777835100889206, "p90": 0.08574549555778503}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5457929968833923, "mean": 1.131566259264946, "p50": 1.223141998052597, "p90": 1.4307744055986402}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.0006387715174591632, "warmup_trimmed_mean_span_ms": 0.04374165473564062, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 316, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 71.25859601364937, "p99_latency_ms": 127.96341939101696, "return_raw": null, "survival_steps": 656}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/40/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 34.80000000000019, "episode_return_env": 34.80000000000019, "game_score": 7.0, "mean_latency_ms": 71.0430518030284, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 16.884783743067445, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 149, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000800, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.160046036348831, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/40", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.1115520135499537, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 147, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 74.60231003846275, "warmup_median_rel_span": 0.006828501527026611, "warmup_median_span_ms": 0.47582951083313674, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 69.11497050896287, "warmup_p90_latency_ms": 73.10209498973563, "warmup_p90_rel_span": 0.04454678569538515, "warmup_p90_span_ms": 3.313945487025194, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 3.1178320050239563, "mean": 0.30299768179655073, "p50": 0.2503119856119156, "p90": 0.3192596137523651}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.859917014837265, "mean": 0.20900953114032744, "p50": 0.1943560093641281, "p90": 0.22862802147865297}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.9640960097312927, "mean": 0.35390818029642107, "p50": 0.3297854959964752, "p90": 0.4277607202529906}, "policy_build_example_ms": {"count": 100, "max": 3.3784080005716532, "mean": 2.0706656493712217, "p50": 1.76827450923156, "p90": 2.967241097940132}, "policy_decode_ms": {"count": 100, "max": 0.06459999713115394, "mean": 0.026188268966507167, "p50": 0.023894492187537253, "p90": 0.034540705382823944}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 448.8882099976763, "mean": 72.29351076995954, "p50": 66.80445000529289, "p90": 70.80564609204885}, "worker_observation_attach_ms": {"count": 100, "max": 0.2785339951515198, "mean": 0.10568385988473893, "p50": 0.07925046980381012, "p90": 0.17496458590030667}, "worker_observation_localize_ms": {"count": 100, "max": 0.6857440173625946, "mean": 0.13172480791807176, "p50": 0.14072899520397186, "p90": 0.17286677360534666}, "worker_recv_overhead_ms": {"count": 100, "max": 0.2882089912891388, "mean": 0.11378661960363388, "p50": 0.08681249618530273, "p90": 0.1868458122014999}, "worker_to_parent_ipc_ms": {"count": 100, "max": 2.814067989587784, "mean": 0.880247768163681, "p50": 0.8328275084495544, "p90": 1.3839759677648544}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.002342704289952082, "warmup_trimmed_mean_span_ms": 0.16405187670898158, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 147, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 72.61986940866336, "p99_latency_ms": 99.3071563314877, "return_raw": null, "survival_steps": 296}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/41/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 9.399999999999983, "episode_return_env": 9.399999999999983, "game_score": 1.0, "mean_latency_ms": 75.06366226121115, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 15.143754613003289, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 49, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000820, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1127838384893494, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/41", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.061241997173056006, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 47, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 74.06183691957267, "warmup_median_rel_span": 0.007424590417567147, "warmup_median_span_ms": 0.5175045080250129, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 69.6741295105312, "warmup_p90_latency_ms": 74.5056947984267, "warmup_p90_rel_span": 0.07258301762689916, "warmup_p90_span_ms": 5.264252392225899, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 3.079963982105255, "mean": 0.24000680863857268, "p50": 0.2582884877920151, "p90": 0.29024589359760283}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.3618919849395752, "mean": 0.18304287195205687, "p50": 0.20668001472949982, "p90": 0.22764780223369596}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.5616020262241364, "mean": 0.34380982995033266, "p50": 0.38916948437690735, "p90": 0.4314373880624771}, "policy_build_example_ms": {"count": 100, "max": 3.51772501016967, "mean": 1.8326335315941833, "p50": 1.7848760035121813, "p90": 1.9274255872005597}, "policy_decode_ms": {"count": 100, "max": 0.048264977522194386, "mean": 0.027211970591451973, "p50": 0.024420995032414794, "p90": 0.03486172063276171}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 433.8722820102703, "mean": 72.04020533972653, "p50": 67.69484501273837, "p90": 72.39271549915429}, "worker_observation_attach_ms": {"count": 100, "max": 0.3186020255088806, "mean": 0.1768132510781288, "p50": 0.21760649979114532, "p90": 0.2612803906202316}, "worker_observation_localize_ms": {"count": 100, "max": 0.2311680018901825, "mean": 0.08634163975715638, "p50": 0.07732351124286652, "p90": 0.11577453017234798}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3240709900856018, "mean": 0.18791063994169235, "p50": 0.23163551092147827, "p90": 0.2783312916755676}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5953949987888336, "mean": 0.9107675939798355, "p50": 0.9856079965829849, "p90": 1.3552119016647337}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.020262992213644252, "warmup_trimmed_mean_span_ms": 1.4224832766558393, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 46, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 75.19938400946558, "p99_latency_ms": 108.40482915373276, "return_raw": null, "survival_steps": 96}
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{"episode_id": 1, "episode_return": 8.999999999999984, "episode_return_env": 8.999999999999984, "game_score": 1.0, "mean_latency_ms": 124.61160996657175, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 14.004475410196628, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 61, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000821, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.110280154957536, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/41", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.08477200753986835, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 31, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 74.06183691957267, "warmup_median_rel_span": 0.007424590417567147, "warmup_median_span_ms": 0.5175045080250129, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 69.6741295105312, "warmup_p90_latency_ms": 74.5056947984267, "warmup_p90_rel_span": 0.07258301762689916, "warmup_p90_span_ms": 5.264252392225899, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 3.079963982105255, "mean": 0.24000680863857268, "p50": 0.2582884877920151, "p90": 0.29024589359760283}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.3618919849395752, "mean": 0.18304287195205687, "p50": 0.20668001472949982, "p90": 0.22764780223369596}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.5616020262241364, "mean": 0.34380982995033266, "p50": 0.38916948437690735, "p90": 0.4314373880624771}, "policy_build_example_ms": {"count": 100, "max": 3.51772501016967, "mean": 1.8326335315941833, "p50": 1.7848760035121813, "p90": 1.9274255872005597}, "policy_decode_ms": {"count": 100, "max": 0.048264977522194386, "mean": 0.027211970591451973, "p50": 0.024420995032414794, "p90": 0.03486172063276171}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 433.8722820102703, "mean": 72.04020533972653, "p50": 67.69484501273837, "p90": 72.39271549915429}, "worker_observation_attach_ms": {"count": 100, "max": 0.3186020255088806, "mean": 0.1768132510781288, "p50": 0.21760649979114532, "p90": 0.2612803906202316}, "worker_observation_localize_ms": {"count": 100, "max": 0.2311680018901825, "mean": 0.08634163975715638, "p50": 0.07732351124286652, "p90": 0.11577453017234798}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3240709900856018, "mean": 0.18791063994169235, "p50": 0.23163551092147827, "p90": 0.2783312916755676}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5953949987888336, "mean": 0.9107675939798355, "p50": 0.9856079965829849, "p90": 1.3552119016647337}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.020262992213644252, "warmup_trimmed_mean_span_ms": 1.4224832766558393, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 30, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 125.2541356952861, "p99_latency_ms": 128.841668353125, "return_raw": null, "survival_steps": 92}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/42/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 6.699999999999992, "episode_return_env": 6.699999999999992, "game_score": 1.0, "mean_latency_ms": 107.85299008484404, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 13.924369626126289, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 45, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000840, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.123258816136513, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/42", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.10443999781273305, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 24, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 91.14698536868673, "warmup_median_rel_span": 0.475565659939086, "warmup_median_span_ms": 41.3994449772872, "warmup_median_tolerance_ms": 2.611591739987489, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 73.60660099948291, "warmup_p90_latency_ms": 110.36259500542656, "warmup_p90_rel_span": 0.013269234237844735, "warmup_p90_span_ms": 1.4617902168538421, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "drifting", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 3.2913459837436676, "mean": 0.3016369470953941, "p50": 0.2571779936552048, "p90": 0.3062210142612457}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.9080600142478943, "mean": 0.20406071305274964, "p50": 0.1955759972333908, "p90": 0.22183240354061126}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 1.0967170000076294, "mean": 0.3609923514723778, "p50": 0.3478040099143982, "p90": 0.43614890277385704}, "policy_build_example_ms": {"count": 100, "max": 4.3631140142679214, "mean": 2.418243811116554, "p50": 2.0257069845683873, "p90": 3.1880157213890925}, "policy_decode_ms": {"count": 100, "max": 0.07453799480572343, "mean": 0.034432508691679686, "p50": 0.034056007280014455, "p90": 0.05176161648705598}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 475.83597898483276, "mean": 88.46027073042933, "p50": 71.37645548209548, "p90": 106.4727951947134}, "worker_observation_attach_ms": {"count": 100, "max": 0.2964459955692291, "mean": 0.12483833760023116, "p50": 0.11344997584819794, "p90": 0.22618480324745174}, "worker_observation_localize_ms": {"count": 100, "max": 0.7777640223503113, "mean": 0.13579199969768524, "p50": 0.141804501414299, "p90": 0.1695477932691574}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3018530011177063, "mean": 0.13414133101701736, "p50": 0.12293100357055664, "p90": 0.2378928124904632}, "worker_to_parent_ipc_ms": {"count": 100, "max": 2.7344459891319275, "mean": 1.05604914188385, "p50": 1.1300230026245117, "p90": 1.4578592061996458}}, "warmup_status": "unstable", "warmup_stop_sample": null, "warmup_trimmed_mean_rel_span": 0.39231267898536565, "warmup_trimmed_mean_span_ms": 35.45686037159612, "warmup_trimmed_mean_tolerance_ms": 2.7113725049593995, "workload_id": null}, "num_actions": 23, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 109.9561717826873, "p99_latency_ms": 114.00251219747588, "return_raw": null, "survival_steps": 69}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/43/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 31.900000000000162, "episode_return_env": 31.900000000000162, "game_score": 6.0, "mean_latency_ms": 71.06301523792843, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 17.473468489931847, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 141, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000860, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1658438730764829, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/43", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.09546498768031597, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 135, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 71.82000066008186, "warmup_median_rel_span": 0.001112151230317246, "warmup_median_span_ms": 0.0751309999031946, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 67.60897750791628, "warmup_p90_latency_ms": 68.97880608739797, "warmup_p90_rel_span": 0.004376992646477144, "warmup_p90_span_ms": 0.29904728871770203, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 1.3357659876346588, "mean": 0.2676791304349899, "p50": 0.24724699556827545, "p90": 0.27393790185451505}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.3672719895839691, "mean": 0.1984790700674057, "p50": 0.1965939998626709, "p90": 0.209459525346756}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.6875289976596832, "mean": 0.30982940912246704, "p50": 0.30119749903678894, "p90": 0.3233283996582031}, "policy_build_example_ms": {"count": 100, "max": 3.3439910039305687, "mean": 1.7491035803686827, "p50": 1.7216249980265275, "p90": 1.7688897030893713}, "policy_decode_ms": {"count": 100, "max": 0.05448100273497403, "mean": 0.02406451036222279, "p50": 0.02242199843749404, "p90": 0.027821012190543108}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 454.69964802032337, "mean": 69.85901278036181, "p50": 65.68241148488596, "p90": 67.06862130376976}, "worker_observation_attach_ms": {"count": 100, "max": 0.4115530252456665, "mean": 0.08062663167715073, "p50": 0.07249949872493744, "p90": 0.08760940134525297}, "worker_observation_localize_ms": {"count": 100, "max": 0.19064098596572876, "mean": 0.11719384968280792, "p50": 0.1483214944601059, "p90": 0.15723758935928345}, "worker_recv_overhead_ms": {"count": 100, "max": 0.42165499925613403, "mean": 0.08592250138521194, "p50": 0.07740749418735504, "p90": 0.09262240231037139}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5462030172348022, "mean": 0.9963137894868851, "p50": 1.0368770062923431, "p90": 1.3913433879613877}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.000780312306056878, "warmup_trimmed_mean_span_ms": 0.05275409512250917, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 134, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 69.13622400315944, "p99_latency_ms": 127.98387639515568, "return_raw": null, "survival_steps": 276}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/44/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 51.500000000000384, "episode_return_env": 51.500000000000384, "game_score": 10.0, "mean_latency_ms": 74.08306274406048, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 17.998362675407492, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 220, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000880, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1211392312361568, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/44", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.06480401498265564, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 216, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 70.4354387204512, "warmup_median_rel_span": 0.046749591129514934, "warmup_median_span_ms": 3.103331007878296, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 65.55176750407554, "warmup_p90_latency_ms": 69.43699539697262, "warmup_p90_rel_span": 0.05672649895111013, "warmup_p90_span_ms": 3.8302785018458962, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "drifting", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.3623969852924347, "mean": 0.227503699362278, "p50": 0.25265949964523315, "p90": 0.28288770616054537}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.2342109978199005, "mean": 0.18428288280963898, "p50": 0.19699400663375854, "p90": 0.21023060977458954}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.5894810259342194, "mean": 0.3134008198976517, "p50": 0.30242399871349335, "p90": 0.4076039165258407}, "policy_build_example_ms": {"count": 100, "max": 3.4049270034302026, "mean": 1.7774924825062044, "p50": 1.736088001052849, "p90": 1.8073913204716519}, "policy_decode_ms": {"count": 100, "max": 0.04967499990016222, "mean": 0.024668530095368624, "p50": 0.02276850864291191, "p90": 0.030724194948561486}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 433.25690302299336, "mean": 68.4651158170891, "p50": 63.578416491509415, "p90": 67.44556330377236}, "worker_observation_attach_ms": {"count": 100, "max": 0.2858629822731018, "mean": 0.11299314200878144, "p50": 0.07262849807739258, "p90": 0.24240408241748806}, "worker_observation_localize_ms": {"count": 100, "max": 0.16540101170539856, "mean": 0.09645841956138611, "p50": 0.08145049214363098, "p90": 0.14488830268383027}, "worker_recv_overhead_ms": {"count": 100, "max": 0.2905080318450928, "mean": 0.12052566170692444, "p50": 0.0775739997625351, "p90": 0.25862798690795896}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5293610095977783, "mean": 0.8400041097402573, "p50": 0.7692009955644608, "p90": 1.3879292190074919}}, "warmup_status": "unstable", "warmup_stop_sample": null, "warmup_trimmed_mean_rel_span": 0.03138741710187384, "warmup_trimmed_mean_span_ms": 2.0706490613520145, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 215, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 75.97571719670668, "p99_latency_ms": 104.22983245865908, "return_raw": null, "survival_steps": 436}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/45/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 18.100000000000012, "episode_return_env": 18.100000000000012, "game_score": 3.0, "mean_latency_ms": 75.93323270202154, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 16.417682130871633, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 88, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000900, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1599884170864243, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/45", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.09450901416130364, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 77, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 71.5322663995903, "warmup_median_rel_span": 0.002226834581162738, "warmup_median_span_ms": 0.15079998411238194, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 67.61733350867871, "warmup_p90_latency_ms": 70.6950592022622, "warmup_p90_rel_span": 0.004872290682203012, "warmup_p90_span_ms": 0.3448669973295182, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6758140027523041, "mean": 0.2855514794588089, "p50": 0.2746795117855072, "p90": 0.3192760109901428}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.4075600206851959, "mean": 0.20745600253343582, "p50": 0.2059824913740158, "p90": 0.22286737859249114}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.769567996263504, "mean": 0.38191535979509356, "p50": 0.35972748696804047, "p90": 0.4977637946605682}, "policy_build_example_ms": {"count": 100, "max": 3.4404910111334175, "mean": 1.803003468667157, "p50": 1.7759260081220418, "p90": 1.859523481107317}, "policy_decode_ms": {"count": 100, "max": 0.08242897456511855, "mean": 0.02705773978959769, "p50": 0.024585999199189246, "p90": 0.0372767070075497}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 406.90337400883436, "mean": 69.50838688004296, "p50": 65.58535150543321, "p90": 68.52295448479708}, "worker_observation_attach_ms": {"count": 100, "max": 0.3245700001716614, "mean": 0.16837497144937516, "p50": 0.1724105030298233, "p90": 0.26356961429119113}, "worker_observation_localize_ms": {"count": 100, "max": 0.29817402362823486, "mean": 0.12007086902856827, "p50": 0.14390899240970612, "p90": 0.16615022122859954}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3307259976863861, "mean": 0.17978623241186142, "p50": 0.18486349284648895, "p90": 0.277719184756279}, "worker_to_parent_ipc_ms": {"count": 100, "max": 2.726100981235504, "mean": 1.0309298691153526, "p50": 0.9961269944906235, "p90": 1.4757693707942963}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 5.7918987040152584e-05, "warmup_trimmed_mean_span_ms": 0.0039397573345922865, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 77, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 105.32998119597323, "p99_latency_ms": 110.48310666694306, "return_raw": null, "survival_steps": 165}
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{"episode_id": 1, "episode_return": 4.699999999999996, "episode_return_env": 4.699999999999996, "game_score": 0.0, "mean_latency_ms": 101.22444675216684, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 13.163037674221474, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 37, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000901, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1341068323818035, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/45", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.0627129920758307, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 21, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 71.5322663995903, "warmup_median_rel_span": 0.002226834581162738, "warmup_median_span_ms": 0.15079998411238194, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 67.61733350867871, "warmup_p90_latency_ms": 70.6950592022622, "warmup_p90_rel_span": 0.004872290682203012, "warmup_p90_span_ms": 0.3448669973295182, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6758140027523041, "mean": 0.2855514794588089, "p50": 0.2746795117855072, "p90": 0.3192760109901428}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.4075600206851959, "mean": 0.20745600253343582, "p50": 0.2059824913740158, "p90": 0.22286737859249114}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.769567996263504, "mean": 0.38191535979509356, "p50": 0.35972748696804047, "p90": 0.4977637946605682}, "policy_build_example_ms": {"count": 100, "max": 3.4404910111334175, "mean": 1.803003468667157, "p50": 1.7759260081220418, "p90": 1.859523481107317}, "policy_decode_ms": {"count": 100, "max": 0.08242897456511855, "mean": 0.02705773978959769, "p50": 0.024585999199189246, "p90": 0.0372767070075497}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 406.90337400883436, "mean": 69.50838688004296, "p50": 65.58535150543321, "p90": 68.52295448479708}, "worker_observation_attach_ms": {"count": 100, "max": 0.3245700001716614, "mean": 0.16837497144937516, "p50": 0.1724105030298233, "p90": 0.26356961429119113}, "worker_observation_localize_ms": {"count": 100, "max": 0.29817402362823486, "mean": 0.12007086902856827, "p50": 0.14390899240970612, "p90": 0.16615022122859954}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3307259976863861, "mean": 0.17978623241186142, "p50": 0.18486349284648895, "p90": 0.277719184756279}, "worker_to_parent_ipc_ms": {"count": 100, "max": 2.726100981235504, "mean": 1.0309298691153526, "p50": 0.9961269944906235, "p90": 1.4757693707942963}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 5.7918987040152584e-05, "warmup_trimmed_mean_span_ms": 0.0039397573345922865, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 20, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 111.21723790129181, "p99_latency_ms": 112.48200277186697, "return_raw": null, "survival_steps": 58}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/46/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 3.8999999999999986, "episode_return_env": 3.8999999999999986, "game_score": 0.0, "mean_latency_ms": 98.25127727850082, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 11.782280031873478, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 31, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000920, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1381812530926254, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/46", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.07519699283875525, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 19, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 77.2149075687048, "warmup_median_rel_span": 0.005779376936037845, "warmup_median_span_ms": 0.4244354786351323, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 73.29449949611444, "warmup_p90_latency_ms": 74.33894159330521, "warmup_p90_rel_span": 0.006297295848786937, "warmup_p90_span_ms": 0.46676518686581403, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.6562510132789612, "mean": 0.2204324471950531, "p50": 0.2689860016107559, "p90": 0.3013912111520767}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.35303202271461487, "mean": 0.19141683995723724, "p50": 0.2092430144548416, "p90": 0.2243117094039917}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.5318440198898315, "mean": 0.3590322309732437, "p50": 0.394911527633667, "p90": 0.4287560641765594}, "policy_build_example_ms": {"count": 100, "max": 3.420095017645508, "mean": 1.8107570390566252, "p50": 1.7925330030266196, "p90": 1.83013410132844}, "policy_decode_ms": {"count": 100, "max": 0.05667799268849194, "mean": 0.02549254975747317, "p50": 0.023983491701073945, "p90": 0.029612204525619745}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 467.765621986473, "mean": 75.22559689881746, "p50": 71.34478600346483, "p90": 72.14869729650673}, "worker_observation_attach_ms": {"count": 100, "max": 0.3389569818973541, "mean": 0.16947274923324585, "p50": 0.1846885085105896, "p90": 0.24953451454639433}, "worker_observation_localize_ms": {"count": 100, "max": 0.1884329915046692, "mean": 0.08331505089998245, "p50": 0.07469651103019714, "p90": 0.10905597209930416}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3441679775714874, "mean": 0.18043650865554808, "p50": 0.19715149700641632, "p90": 0.2645894140005111}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.4597519934177399, "mean": 0.8130628293752671, "p50": 0.8104154914617538, "p90": 1.2792523026466367}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.004371465708305954, "warmup_trimmed_mean_span_ms": 0.320909401125391, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 18, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 115.97654060751665, "p99_latency_ms": 117.83737250574632, "return_raw": null, "survival_steps": 50}
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| 2 |
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/47/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 23.10000000000007, "episode_return_env": 23.10000000000007, "game_score": 4.0, "mean_latency_ms": 73.1831044238176, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 17.235870417157912, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 104, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000940, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1693622470702394, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/47", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.08319600601680577, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 102, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 96.64915836008731, "warmup_median_rel_span": 0.4311504981285754, "warmup_median_span_ms": 39.275139512028545, "warmup_median_tolerance_ms": 2.7328141576435883, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 108.79816750821192, "warmup_p90_latency_ms": 112.13643070077524, "warmup_p90_rel_span": 0.009151906678300997, "warmup_p90_span_ms": 1.0295918968040496, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "drifting", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.659529983997345, "mean": 0.2733194696903229, "p50": 0.2798289954662323, "p90": 0.2939231157302856}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.2634839713573456, "mean": 0.2008657771348953, "p50": 0.20704549551010132, "p90": 0.21547369956970214}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.7006549835205078, "mean": 0.34698168754577635, "p50": 0.3508004993200302, "p90": 0.38022550344467165}, "policy_build_example_ms": {"count": 100, "max": 3.514856012770906, "mean": 2.462055540527217, "p50": 2.923913998529315, "p90": 2.9765485029201955}, "policy_decode_ms": {"count": 100, "max": 0.06694498006254435, "mean": 0.04044342931592837, "p50": 0.04137199721299112, "p90": 0.04966869601048529}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 465.49422401585616, "mean": 93.90080368932104, "p50": 105.61376650002785, "p90": 108.83978300553281}, "worker_observation_attach_ms": {"count": 100, "max": 0.3537919819355011, "mean": 0.11875719040632247, "p50": 0.11902400851249695, "p90": 0.14778329730033876}, "worker_observation_localize_ms": {"count": 100, "max": 0.34511998295783997, "mean": 0.1349115002155304, "p50": 0.1448879837989807, "p90": 0.1713959127664566}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3631089925765991, "mean": 0.12641050219535827, "p50": 0.12645700573921204, "p90": 0.1565233141183853}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.618774026632309, "mean": 0.9953136962652206, "p50": 1.0086935013532639, "p90": 1.4540960699319838}}, "warmup_status": "unstable", "warmup_stop_sample": null, "warmup_trimmed_mean_rel_span": 0.24793921316549056, "warmup_trimmed_mean_span_ms": 24.38637962586654, "warmup_trimmed_mean_tolerance_ms": 2.950688515284128, "workload_id": null}, "num_actions": 101, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 75.54416300263256, "p99_latency_ms": 110.60614601592533, "return_raw": null, "survival_steps": 206}
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| 2 |
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{"episode_id": 1, "episode_return": 4.4999999999999964, "episode_return_env": 4.4999999999999964, "game_score": 0.0, "mean_latency_ms": 85.90244816756847, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 11.844280644249723, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 31, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000941, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 0, "ignored_late_result_count": 0, "in_flight_count": 1, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1793013692290515, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/47", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.07296301191672683, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 25, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 96.64915836008731, "warmup_median_rel_span": 0.4311504981285754, "warmup_median_span_ms": 39.275139512028545, "warmup_median_tolerance_ms": 2.7328141576435883, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 108.79816750821192, "warmup_p90_latency_ms": 112.13643070077524, "warmup_p90_rel_span": 0.009151906678300997, "warmup_p90_span_ms": 1.0295918968040496, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "drifting", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.659529983997345, "mean": 0.2733194696903229, "p50": 0.2798289954662323, "p90": 0.2939231157302856}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.2634839713573456, "mean": 0.2008657771348953, "p50": 0.20704549551010132, "p90": 0.21547369956970214}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.7006549835205078, "mean": 0.34698168754577635, "p50": 0.3508004993200302, "p90": 0.38022550344467165}, "policy_build_example_ms": {"count": 100, "max": 3.514856012770906, "mean": 2.462055540527217, "p50": 2.923913998529315, "p90": 2.9765485029201955}, "policy_decode_ms": {"count": 100, "max": 0.06694498006254435, "mean": 0.04044342931592837, "p50": 0.04137199721299112, "p90": 0.04966869601048529}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 465.49422401585616, "mean": 93.90080368932104, "p50": 105.61376650002785, "p90": 108.83978300553281}, "worker_observation_attach_ms": {"count": 100, "max": 0.3537919819355011, "mean": 0.11875719040632247, "p50": 0.11902400851249695, "p90": 0.14778329730033876}, "worker_observation_localize_ms": {"count": 100, "max": 0.34511998295783997, "mean": 0.1349115002155304, "p50": 0.1448879837989807, "p90": 0.1713959127664566}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3631089925765991, "mean": 0.12641050219535827, "p50": 0.12645700573921204, "p90": 0.1565233141183853}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.618774026632309, "mean": 0.9953136962652206, "p50": 1.0086935013532639, "p90": 1.4540960699319838}}, "warmup_status": "unstable", "warmup_stop_sample": null, "warmup_trimmed_mean_rel_span": 0.24793921316549056, "warmup_trimmed_mean_span_ms": 24.38637962586654, "warmup_trimmed_mean_tolerance_ms": 2.950688515284128, "workload_id": null}, "num_actions": 24, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 114.39327839470934, "p99_latency_ms": 121.27698996395338, "return_raw": null, "survival_steps": 56}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/48/episode_metrics.jsonl
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{"episode_id": 0, "episode_return": 88.9999999999993, "episode_return_env": 88.9999999999993, "game_score": 18.0, "mean_latency_ms": 70.30419747855416, "metadata": {"action_prefix": {"mode": "none"}, "actual_env_fps": 18.38855524319814, "checkpoint_kind": "best", "checkpoint_path": "/workspace/hf/hub/models--latency-sensitive-bench--benchmark-models/snapshots/180da0effdaaaeacef218cf5fbaa4db41af67495/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2/checkpoints/model.pt", "config_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "discarded_ready_result_count": 0, "dropped_observation_count": 371, "env_deadline_miss_count": 0, "env_fps": 19.013733970053448, "env_id": "flappy", "episode_seed": 2000960, "fifo_blocked_count": 0, "frame_ms": 52.59356218904692, "gpu_class": null, "idle_worker_count": 1, "ignored_late_result_count": 0, "in_flight_count": 0, "inference_worker_count": 1, "instance_id": null, "latency_type": "measured", "max_wall_clock_lag_ms": 1.1791011347413587, "mode": "realtime", "model_id": null, "obs_fps": 19.013733970053448, "output_dir": "/workspace/fivegpu-20261001/real/flappy/qwengr00t/instance_6c834e505bd4a4ca/20261001T021540077186Z/real/48", "policy_id": "starvla", "pre_episode_drain_wait_ms": 0.06206400576047599, "pre_episode_drained_completion_count": 0, "pre_episode_in_flight_after_drain": 0, "pre_episode_in_flight_count": 0, "profile_ref": null, "run_name": "flappy-qwengr00t-hist8-scratch-s42-v2-step5000-history01-profile-par32", "source_run_id": null, "submitted_observation_frames": 368, "target_env_fps": 19.013733970053448, "warmup_mean_latency_ms": 76.65151693974622, "warmup_median_rel_span": 0.010000605143870649, "warmup_median_span_ms": 0.7257304969243705, "warmup_median_tolerance_ms": 2.5, "warmup_mode": "stress_policy", "warmup_p50_latency_ms": 72.46253697667271, "warmup_p90_latency_ms": 73.84402290044818, "warmup_p90_rel_span": 0.014736051032238684, "warmup_p90_span_ms": 1.0886132047744468, "warmup_profiled_samples": 100, "warmup_samples": 100, "warmup_stability_reason": "stable", "warmup_stage_summary": {"env_action_recv_to_enqueue_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_observe_ms": {"count": 100, "max": 0.638200968503952, "mean": 0.23009240120649338, "p50": 0.2773539870977402, "p90": 0.31020275950431825}, "env_to_parent_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "env_wall_lag_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_observation_handle_ms": {"count": 100, "max": 0.24757900834083557, "mean": 0.19814036160707474, "p50": 0.21636700630187988, "p90": 0.23410750329494476}, "parent_to_env_ipc_ms": {"count": 100, "max": 0.0, "mean": 0.0, "p50": 0.0, "p90": 0.0}, "parent_to_worker_ipc_ms": {"count": 100, "max": 0.4486349821090698, "mean": 0.3825803712010384, "p50": 0.4158814996480942, "p90": 0.4388692885637283}, "policy_build_example_ms": {"count": 100, "max": 3.7565070088021457, "mean": 1.8762024692841806, "p50": 1.8564575002528727, "p90": 1.8940366979222745}, "policy_decode_ms": {"count": 100, "max": 0.04531399463303387, "mean": 0.032116071961354464, "p50": 0.0317470112349838, "p90": 0.03623738302849233}, "policy_wrapper_predict_action_ms": {"count": 100, "max": 473.9699070050847, "mean": 74.5577094386681, "p50": 70.3750829998171, "p90": 71.79718870902434}, "worker_observation_attach_ms": {"count": 100, "max": 0.29846400022506714, "mean": 0.19488391995429993, "p50": 0.23716551065444946, "p90": 0.27112760245800016}, "worker_observation_localize_ms": {"count": 100, "max": 0.23168498277664185, "mean": 0.09871214002370834, "p50": 0.096840500831604, "p90": 0.1181860089302063}, "worker_recv_overhead_ms": {"count": 100, "max": 0.3035759925842285, "mean": 0.2077977603673935, "p50": 0.25053349137306213, "p90": 0.2876808762550354}, "worker_to_parent_ipc_ms": {"count": 100, "max": 1.5445490181446075, "mean": 0.8182553708553314, "p50": 0.807951495051384, "p90": 1.2495125949382782}}, "warmup_status": "stable", "warmup_stop_sample": 100, "warmup_trimmed_mean_rel_span": 0.007232829026151879, "warmup_trimmed_mean_span_ms": 0.5246197461019619, "warmup_trimmed_mean_tolerance_ms": 2.5, "workload_id": null}, "num_actions": 368, "num_dropped_actions": 0, "num_invalid_actions": 0, "p90_latency_ms": 71.2259241117863, "p99_latency_ms": 81.06133199413307, "return_raw": null, "survival_steps": 739}
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experiments/sim2real-calibration/cases/l40s/flappy/qwengr00t/real/49/episode_metrics.jsonl
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| 2 |
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