iQIYI Technical Product Team
Jul 3, 2020 · Artificial Intelligence
Optimizing Video Inference Services for High GPU Utilization in AI Applications
By moving decoding, color conversion, preprocessing, inference, and re‑encoding entirely onto the GPU and enabling batch processing with flexible Python scripts, iQIYI’s video‑image enhancement service achieved ten‑fold throughput, over 90 % GPU utilization, and dramatically lower resource use, accelerating AI video inference deployment.
AI deploymentDeepStreamFFmpeg
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