Datasets:
Download component_ablation_results.json from vnmoorthy/pavo-bench: direct link, hf CLI and curl.
- Browser
- Download file 3.87 kB
-
https://huggingface.co/datasets/vnmoorthy/pavo-bench/resolve/main/component_ablation_results.json
- Command line
-
hf download hf://datasets/vnmoorthy/pavo-bench/component_ablation_results.json
-
curl -L -o component_ablation_results.json https://huggingface.co/datasets/vnmoorthy/pavo-bench/resolve/main/component_ablation_results.json
3.87 kB
| { | |
| "PAVO-Full": { | |
| "latency_ms": { | |
| "mean": 2276.96, | |
| "std": 27.68 | |
| }, | |
| "quality": { | |
| "mean": 0.827, | |
| "std": 0.0011 | |
| }, | |
| "cost_usd": { | |
| "mean": 0.01867, | |
| "std": 8.3e-05 | |
| }, | |
| "energy_mj": { | |
| "mean": 27.59, | |
| "std": 1.91 | |
| }, | |
| "coupling_violations": { | |
| "mean": 0.0, | |
| "per_1000": 0.0 | |
| }, | |
| "infeasible_pct": 0.0 | |
| }, | |
| "PAVO-NoCoupling": { | |
| "latency_ms": { | |
| "mean": 1316.8, | |
| "std": 7.08 | |
| }, | |
| "quality": { | |
| "mean": 0.7329, | |
| "std": 0.0018 | |
| }, | |
| "cost_usd": { | |
| "mean": 0.011581, | |
| "std": 0.000157 | |
| }, | |
| "energy_mj": { | |
| "mean": 62.04, | |
| "std": 0.89 | |
| }, | |
| "coupling_violations": { | |
| "mean": 494.6, | |
| "per_1000": 494.6 | |
| }, | |
| "infeasible_pct": 0.0 | |
| }, | |
| "PAVO-NoAdaptive": { | |
| "latency_ms": { | |
| "mean": 2331.92, | |
| "std": 27.42 | |
| }, | |
| "quality": { | |
| "mean": 0.8313, | |
| "std": 0.0007 | |
| }, | |
| "cost_usd": { | |
| "mean": 0.018924, | |
| "std": 2.9e-05 | |
| }, | |
| "energy_mj": { | |
| "mean": 21.75, | |
| "std": 0.66 | |
| }, | |
| "coupling_violations": { | |
| "mean": 0.0, | |
| "per_1000": 0.0 | |
| }, | |
| "infeasible_pct": 0.0 | |
| }, | |
| "PAVO-NoRouting (Cheapest)": { | |
| "latency_ms": { | |
| "mean": 1444.92, | |
| "std": 12.16 | |
| }, | |
| "quality": { | |
| "mean": 0.7144, | |
| "std": 0.0003 | |
| }, | |
| "cost_usd": { | |
| "mean": 0.0, | |
| "std": 0.0 | |
| }, | |
| "energy_mj": { | |
| "mean": 455.0, | |
| "std": 0.0 | |
| }, | |
| "coupling_violations": { | |
| "mean": 0.0, | |
| "per_1000": 0.0 | |
| }, | |
| "infeasible_pct": 0.0 | |
| }, | |
| "PAVO-NoCost (MaxQuality)": { | |
| "latency_ms": { | |
| "mean": 2630.7, | |
| "std": 23.63 | |
| }, | |
| "quality": { | |
| "mean": 0.8921, | |
| "std": 0.0001 | |
| }, | |
| "cost_usd": { | |
| "mean": 0.024, | |
| "std": 0.0 | |
| }, | |
| "energy_mj": { | |
| "mean": 165.0, | |
| "std": 0.0 | |
| }, | |
| "coupling_violations": { | |
| "mean": 0.0, | |
| "per_1000": 0.0 | |
| }, | |
| "infeasible_pct": 0.0 | |
| }, | |
| "Always-Cloud": { | |
| "latency_ms": { | |
| "mean": 2670.7, | |
| "std": 23.63 | |
| }, | |
| "quality": { | |
| "mean": 0.8746, | |
| "std": 0.0002 | |
| }, | |
| "cost_usd": { | |
| "mean": 0.025, | |
| "std": 0.0 | |
| }, | |
| "energy_mj": { | |
| "mean": 185.0, | |
| "std": 0.0 | |
| }, | |
| "coupling_violations": { | |
| "mean": 0.0, | |
| "per_1000": 0.0 | |
| }, | |
| "infeasible_pct": 0.0 | |
| }, | |
| "Always-OnDevice": { | |
| "latency_ms": { | |
| "mean": 1400.26, | |
| "std": 11.39 | |
| }, | |
| "quality": { | |
| "mean": 0.6276, | |
| "std": 0.0 | |
| }, | |
| "cost_usd": { | |
| "mean": 0.005, | |
| "std": 0.0 | |
| }, | |
| "energy_mj": { | |
| "mean": 365.0, | |
| "std": 0.0 | |
| }, | |
| "coupling_violations": { | |
| "mean": 0.0, | |
| "per_1000": 0.0 | |
| }, | |
| "infeasible_pct": 47.9 | |
| }, | |
| "impact_analysis": { | |
| "PAVO-NoCoupling": { | |
| "latency_change_pct": -42.17, | |
| "quality_change_pct": -11.38, | |
| "cost_change_pct": -37.97, | |
| "coupling_violations_delta": 494.6 | |
| }, | |
| "PAVO-NoAdaptive": { | |
| "latency_change_pct": 2.41, | |
| "quality_change_pct": 0.52, | |
| "cost_change_pct": 1.36, | |
| "coupling_violations_delta": 0.0 | |
| }, | |
| "PAVO-NoRouting (Cheapest)": { | |
| "latency_change_pct": -36.54, | |
| "quality_change_pct": -13.62, | |
| "cost_change_pct": -100.0, | |
| "coupling_violations_delta": 0.0 | |
| }, | |
| "PAVO-NoCost (MaxQuality)": { | |
| "latency_change_pct": 15.54, | |
| "quality_change_pct": 7.87, | |
| "cost_change_pct": 28.55, | |
| "coupling_violations_delta": 0.0 | |
| }, | |
| "Always-Cloud": { | |
| "latency_change_pct": 17.29, | |
| "quality_change_pct": 5.76, | |
| "cost_change_pct": 33.9, | |
| "coupling_violations_delta": 0.0 | |
| }, | |
| "Always-OnDevice": { | |
| "latency_change_pct": -38.5, | |
| "quality_change_pct": -24.11, | |
| "cost_change_pct": -73.22, | |
| "coupling_violations_delta": 0.0 | |
| } | |
| } | |
| } |