| { |
| "protocol": "Batch-size-1 per-image model inference latency measured inside each predictor with time.perf_counter and CUDA synchronization around the model-call section only. Each image uses unmeasured warmup iterations followed by measured repeats. Model loading, process startup, dataset export, image file I/O, metric computation, visualization writing, and result serialization are excluded.", |
| "methods": { |
| "ours": { |
| "enabled": true, |
| "available": true, |
| "method": "ours", |
| "protocol": "Batch-size-1 per-image model inference latency measured inside each predictor with time.perf_counter and CUDA synchronization around the model-call section only. Each image uses unmeasured warmup iterations followed by measured repeats. Model loading, process startup, dataset export, image file I/O, metric computation, visualization writing, and result serialization are excluded.", |
| "timed_observations": 3270, |
| "images": 654, |
| "mean_seconds": 1.8544761400122982, |
| "median_seconds": 1.850359095260501, |
| "std_seconds": 0.019757099683185158, |
| "ci95_seconds": 0.0006771819693837795, |
| "min_seconds": 1.8171202559024096, |
| "max_seconds": 1.960617057979107, |
| "images_per_second": 0.539235840474803, |
| "per_image_file": "/root/vepfs/Infinity/outputs/normal_eval/2026-06-17/12-38-50/nyuv2/ours/inference_times.json" |
| } |
| } |
| } |
