Loading Data Fast with DALI and the New Hardware JPEG Decoder in NVIDIA A100 GPUs – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-21T20:30:26Z http://www.open-lab.net/blog/feed/ Janusz Lisiecki <![CDATA[Loading Data Fast with DALI and the New Hardware JPEG Decoder in NVIDIA A100 GPUs]]> http://www.open-lab.net/blog/?p=18130 2022-08-21T23:40:13Z 2020-06-15T23:10:00Z Today, smartphones, the most popular device for taking pictures, can capture images as large as 4K UHD (3840��2160 image), more than 25 MB of raw data. Even...]]> Today, smartphones, the most popular device for taking pictures, can capture images as large as 4K UHD (3840��2160 image), more than 25 MB of raw data. Even...

Today, smartphones, the most popular device for taking pictures, can capture images as large as 4K UHD (3840��2160 image), more than 25 MB of raw data. Even considering the embarrassingly low HD resolution (1280��720), a raw image requires more than 2.5 MB of storage. Storing as few as 100 UHD images would require almost 3 GB of free space. Clearly, if you store data this way��

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