| { |
| "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": 140, |
| "images": 28, |
| "mean_seconds": 1.828554026569639, |
| "median_seconds": 1.8316096141934395, |
| "std_seconds": 0.0386702388094181, |
| "ci95_seconds": 0.006405734104784912, |
| "min_seconds": 1.765766154974699, |
| "max_seconds": 1.9089088086038828, |
| "images_per_second": 0.5468802045056315, |
| "per_image_file": "/root/vepfs/Infinity/outputs/normal_eval/2026-06-17/12-17-47/toy/ours/inference_times.json" |
| } |
| } |
| } |
