Speeding up transcription and subtitle generation
Processing long or high-resolution videos efficiently
Running batch media workflows with reduced turnaround time
Improving responsiveness in interactive editing sessions
When running on systems without supported GPUs
When maximum power efficiency is required on battery-only devices
When deterministic performance benchmarking is required across heterogeneous hardware