iohann.s.titov@gmail.com Ivan S. Titov rocJPEG decodes JPEG images on the dedicated hardware decode block of AMD GPUs, reached through VA-API. Decoded frames are handed back as device memory, so an image pipeline that decodes and then runs inference never round-trips the pixels through host memory. It handles batched decode, partial decode of a region, and direct output in several chroma formats. ROCm/rocm-systems