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Published 20 hours ago • verified publisher icon tensorflow

Missing support for M1 Mac

Open utkarshagarwal opened this issue 2 years ago • 3 comments

Installation fails on M1 mac for tfx-bsl, tft and tfdv.

utkarshagarwal avatar Feb 17 '22 05:02 utkarshagarwal

@utkarshagarwal

Sorry for late response.

Have you tried with this installation guide? and M1 Macs are not supported for tfx-bsl as it mentioned here, correct me if I am missing something. Thanks!

pindinagesh avatar Feb 23 '22 15:02 pindinagesh

@pindinagesh Yeah, I tried the installation guide but failed as I am using M1 Mac. Linux x86 VM on UTM also fails as it tries to leverage instruction set not supported by base CPU.

Any idea if these libs will be supported on new M1 Macs?

utkarshagarwal avatar Feb 23 '22 19:02 utkarshagarwal

Any update on this issue? It would be nice to be able to use TF data validation on the M1. Especially as this hardware is becoming more and more present as older models get phased out.

parnell avatar Sep 07 '22 16:09 parnell

@parnell, @utkarshagarwal

I'm really sorry to inform you that, at the moment unfortunately we don't support TFT, TFX and TFDV for M1 Mac, We are currently working on this issue, and will have an update in the fairly near future. In the meantime, some users have reported success with Rosetta. Other options include using a VM. We understand that neither of those is ideal

You can also check on our Tensorflow Forum, same discussion is going on here so you can check latest update about it.

Supported platforms :

TFDV is tested on the following 64-bit operating systems:

macOS 10.14.6 (Mojave) or later. Ubuntu 16.04 or later. Windows 7 or later.

gaikwadrahul8 avatar Nov 07 '22 19:11 gaikwadrahul8

Thank you for the update @gaikwadrahul8. Disappointing of course but I understand. Checking the discussion on the Tensorflow Forum it seems they recognize this as a real issue and that it is already impacting some Alphabet teams. So hopefully TFT, TFX, and TFDV will get supported soon. I'll be eagerly waiting.

parnell avatar Nov 07 '22 21:11 parnell

@parnell

We completely understand Mac M1 users situation for TFT, TFX, and TFDV support and We are currently working on this issue, and will have an update in the fairly near future

Thank you!

gaikwadrahul8 avatar Nov 09 '22 19:11 gaikwadrahul8

Have created https://github.com/tensorflow/data-validation/pull/251 . If/when https://github.com/tensorflow/tfx-bsl/pull/73 goes through, it should allow tfdv to be built.

tangm avatar Dec 12 '23 09:12 tangm

Any update on where we are with this 🙏 ? Our entire team (company) is on Mac M1s so finding it extremely difficult to build something using TFDV.

ee07dazn avatar Apr 09 '24 18:04 ee07dazn

If possible, we should also enable building for ARM64 on Linux.

thesuperzapper avatar Apr 09 '24 19:04 thesuperzapper