Stuck on an issue?

Lightrun Answers was designed to reduce the constant googling that comes with debugging 3rd party libraries. It collects links to all the places you might be looking at while hunting down a tough bug.

And, if you’re still stuck at the end, we’re happy to hop on a call to see how we can help out.

DALI support

See original GitHub issue

Hi, any plan to integrate DALI (https://docs.nvidia.com/deeplearning/sdk/dali-developer-guide/docs/index.html) to torchvision for faster preprocessing? I found chainer tries to integrate it (https://github.com/chainer/chainer/pull/5067).

Issue Analytics

State:
Created 5 years ago
Comments:13 (11 by maintainers)

Top GitHub Comments

2reactions

pmeiercommented, Apr 27, 2022

@msaroufim

to clarify by backend I mean one of these https://github.com/pytorch/vision#image-backend - i.e: pillow, accimage, pillow simd etc…

The new datasets will return a features.EncodedImage, which is a 1D uint8 tensor just storing the raw bytes. You can decode it however you want. Right now, transforms.DecodeImage() uses PIL as backend

https://github.com/pytorch/vision/blob/a8f563dbf8520020054aa01f5ae169999775fd19/torchvision/prototype/transforms/_type_conversion.py#L11-L17

https://github.com/pytorch/vision/blob/a8f563dbf8520020054aa01f5ae169999775fd19/torchvision/prototype/transforms/functional/_type_conversion.py#L13-L17

but you can use arbitrary backends there.

1reaction

abhi-glitchhgcommented, Sep 6, 2022

Similar issue on torchdata repo - https://github.com/pytorch/data/issues/761 Might be good to keep eye on this 😃

Top Results From Across the Web

Contact DALI | Product, Warranty & Support

If you have questions about your warranty, servicing & repair or you need help using your product, find out how to get the...

Contact The Dalí - Salvador Dali Museum

One Dali Blvd. St. Petersburg, FL. 33701 727.823.3767 info@thedali.org. The Dalí Museum is unable to take phone inquiries ...

NVIDIA DALI 1.20.0 documentation

Portable across popular deep learning frameworks: TensorFlow, PyTorch, MXNet, PaddlePaddle. Supports CPU and GPU execution. Scalable across multiple GPUs.

It's Really Surreal How Salvador Dalí Was a Fascist Who Hit ...

In his lifelong quest for fame and fortune, the surrealist painter beloved by 19-year-olds "trampled" female admirers and supported the ...

Salvador Dalí's surreal dalliance with Nazism - The Guardian

Quite a garment – but the late 30s was also when Dalí painted The Enigma of Hitler, and confessed to dreaming about the...