Tudyx / bench_dataloader

Compare [ai-dataloader](https://github.com/Tudyx/ai-dataloader) against various other dataloader.

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Dataloader benchmark

Compare ai-dataloader and PyTorch speed on different datasets.

Mainly inspired by this paper which github is available here.

Run locally

Instruction will be soon added. poetry is needed to install pytorch.

Result

On my machine I observe a 217% speedup for the mono-threaded version, with random image dataset.

image

About

Compare [ai-dataloader](https://github.com/Tudyx/ai-dataloader) against various other dataloader.

License:MIT License


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