- Load Visual Chronometer model with device selection (auto/cpu/cuda)
- Predict PhyFPS from video frames using sliding window analysis
- Batch prediction with per-segment FPS breakdown
- SDPA-optimized attention for better speed and memory efficiency
- Auto-downloads model checkpoint from HuggingFace on first use
- Progress bar and detailed terminal logging
- Input tooltips and node descriptions
