On: Standardizing OpenAI’s deep learning framework on ...

[ma2rten]

Jax?

[nl → ma2rten]

Are there any papers that use it for things other than demonstrating Jax? I can't think of one off the top of my head.

Perhaps I should have specified "papers outside those introducing new frameworks, or around speed benchmarking".

There are a bunch of interesting papers using custom libraries for distributed training, and ones targeted at showing off the performance of specific hardware (NVidia has a bunch of interesting work in this space, and Intel and other smaller vendors have done things too).

[alevskaya → nl]

It's still early days for JAX, but there's neural tangents https://arxiv.org/abs/1912.02803 and reformer https://arxiv.org/abs/2001.04451 from iclr.

[nl → alevskaya]

I agree about it being early days.

Reformer is a good example that I'd missed.

Neural Tangents is another paper demoing a framework.