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ScenarioBench v1.0 Benchmark Environment

This directory contains sanitized benchmark summaries used by the CosmoEdge v1.0 release documentation.

Hardware Profiles

npu-yy-16t01-preview

  • Device model: YY-16T01-Preview
  • Device identifiers: anonymized as NPU-Device-A and NPU-Device-B
  • Software version: V1.0.0.0
  • Hardware kernel: SMP Fri Nov 28 11:48:56 CST 2025
  • Role: NPU accelerated edge node for high-concurrency CV workloads and VLM inference.

x86-cpu-baseline

  • Device model: X86-TRIAL
  • Device identifier: anonymized as X86-Baseline
  • Software version: V0.1.0.0
  • Role: CPU-only comparison baseline. This benchmark is included to show the capacity gap between general-purpose CPU execution and the NPU accelerated v1.0 device class.

Model And Video Inputs

  • Detection model: YOLOv8n.pt, model ID 6047042, version V1.0.0
  • Classification model: YOLOv8n-cls.pt, model ID 7486163, version V1.0.0
  • Model source: https://docs.ultralytics.com/
  • Test video: data/test-video/Safety Helmet.mp4

Published Files

Each scenario directory keeps the public, long-lived artifacts needed by README and release documentation:

  • summary.json: sanitized machine-readable benchmark summary.
  • report.html: sanitized human-readable ScenarioBench report.

Full raw metrics are intentionally not committed here. Keep metrics.json in the v1.0 release asset package when raw sampling data is needed.

Released under the Apache 2.0 License.