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examples/basic_cuda_example.py

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**Author**: `Ahmad Sharif <[email protected]>`__
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TorchCodec can use Nvidia hardware to speed-up video decoding. This is called "CUDA Decoding".
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CUDA Decoding can be faster than CPU Decoding for the actual decoding step and for
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CUDA Decoding can be faster than CPU Decoding for the actual decoding step and also for
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subsequent transform steps like scaling, cropping or rotating. This is because the decode step leaves
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the decoded tensor in GPU memory so the GPU doesn't have to fetch from main memory before
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running the transform steps. Encoded packets are often much smaller than decoded frames so

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