VADIS GPU Benchmark Dashboard

Real-time camera capacity

One row per (GPU, workload, stream count) run. "Passes" means the worst-performing stream stayed at or above the real-time bar for that workload.

Stream-count scaling

Per-stream FPS as concurrent camera streams increase, one chart per workload, one line per GPU.

Phase 0a — CLIP inference rate sensitivity

Context AUC vs. simulated CLIP inference rate. Lower isn't just "acceptable" here — running faster than the recommended point measurably hurts accuracy.

Phase 0b — compute vs. bandwidth roofline

CLIP-B/16 throughput vs. batch size, one line per GPU tested. A flat-ish line = compute-bound; a line that keeps climbing with batch size = bandwidth-bound (batching pays off).

Table view (accessibility / raw data)