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12- TorchCodec can use supported Nvidia hardware (see support matrix here
13- <https://developer.nvidia.com/video-encode-and-decode-gpu-support-matrix-new>) to speed-up
14- video decoding. This is called "CUDA Decoding" and it uses Nvidia's NVDEC hardware
15- decoder and CUDA kernels to respectively decompress and convert to RGB.
12+ TorchCodec can use supported Nvidia hardware (see support matrix
13+ `here <https://developer.nvidia.com/video-encode-and-decode-gpu-support-matrix-new>`) to speed-up
14+ video decoding. This is called "CUDA Decoding" and it uses Nvidia's
15+ `NVDEC hardware decoder <https://developer.nvidia.com/video-codec-sdk>`
16+ and CUDA kernels to respectively decompress and convert to RGB.
1617CUDA Decoding can be faster than CPU Decoding for the actual decoding step and also for
1718subsequent transform steps like scaling, cropping or rotating. This is because the decode step leaves
1819the decoded tensor in GPU memory so the GPU doesn't have to fetch from main memory before
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