Does pytorch use nvidia’s gpu built-in Hardware-Based Decoder and Encoder
Yes, vision uses these APIs as described in the decoder README:
GPU decoder depends on ffmpeg for demuxing, uses NVDECODE APIs from the nvidia-video-codec sdk and uses cuda for processing on gpu.