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apple / tensorflow_macos

TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.
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Request for comment: re: future of TF development on macOS. #274

Open willgryan opened 3 years ago

willgryan commented 3 years ago

Are there plans to merge this #250 or any info regarding the future of TensorFlow development on macOS (especially M1 support)? The repo has been inactive for nearly 3 months, which is more than half the time that M1 Macs have been available.

While it's understood that this is a dev release, TF is largely unusable on macOS especially M1 Macs.

Re: these features currently not being supported:

Are there plans to support these TF features? W/O these, imo only basic use cases of TF are possible.

amirhosseingholami commented 3 years ago

I think apple's team should pay more attention to this repo :) all developers who bought M1 mac wants to use advantages of it!!

thomastiotto commented 3 years ago

I really hope they'll address this at WWDC.

jbmaxwell commented 3 years ago

Yeah, I had high hopes for S4TF, since it seemed to represent a strong path forward for ML on macOS... until Google killed it, that is... Now I feel like the whole native ML landscape for macOS is quite unclear and confusing, with CoreML/coremltools, CreateML, etc. Even if Apple would just pick up where S4TF left off, so we could feel confident devoting our time to learning it, that would be great. As it stands right now I don't feel like investing time into anything other than PyTorch (or TF) is really a good use of my time. I'm not on M1 yet, but will hopefully be switching soon (once a 16" MacBook Pro is available).

Yannik1337 commented 3 years ago

Is there any way to install the mentioned #250 manually, as long as it's not merged by Apple?

tzakharko commented 3 years ago

I would also like to know what is the status of this. It was my impression that the ML compute implementation was supposed to be merged into the upstream, but it's now six month later and there has been no development whatsoever. Apple, your new hardware is nothing short of impressive, but you need to up your game in software support to promote adoption.

maccloud42 commented 3 years ago

I'm sitting on an investment for the last 3 months that I cant use for my original purpose. Not impressed with continued silence Apple. If you bring a new chip architecture it needs to be supported. 3 months of quiet is really bad. Wont be investing in stuff I cant use again.

aqrln commented 3 years ago

Apparently this is the future, I guess: https://developer.apple.com/metal/tensorflow-plugin/

jbmaxwell commented 3 years ago

hmmm... yeah... the WWDC keynote was a complete bust for any sign of progress on the ML front. Hopefully some of the sessions this week will shed some light.

swittk commented 3 years ago

Apparently this is the future, I guess: https://developer.apple.com/metal/tensorflow-plugin/

Nice find!