TensorFlow 1.7.0 released

#1

Post by kyloon » Thu, Mar 29, 2018, 1:19 AM UTC

TensorFlow 1.7.0 released
github.com

Re: TensorFlow 1.7.0 released

#2

Post by m_ke » Thu, Mar 29, 2018, 1:42 AM UTC

For people who had time to play with TF Eager, how does it stack up vs pytorch?

Re: TensorFlow 1.7.0 released

#3

Post by Svenstaro » Thu, Mar 29, 2018, 1:59 AM UTC

Currently compiling this for Arch. Should be in the repos soon. :)

Re: TensorFlow 1.7.0 released

#4

Post by sulam » Thu, Mar 29, 2018, 2:45 AM UTC

Svenstaro wrote: post #3

Currently compiling this for Arch. Should be in the repos soon. :)

It’s funny I was just downloading TF today and saw this. Compiled it for Ubuntu (took 40 minutes, too).

Glad to see it since I think that means I can use CUDA 9.1.

Re: TensorFlow 1.7.0 released

#5

Post by Yuioup » Thu, Mar 29, 2018, 12:19 PM UTC

Svenstaro wrote: post #3

Currently compiling this for Arch. Should be in the repos soon. :)

Compiling will go faster if you use a video card :-P

Re: TensorFlow 1.7.0 released

#6

Post by hcheemskerk » Thu, Mar 29, 2018, 1:14 PM UTC

Is there some sort of compatibility chart for tensorflow versions relating to CUDA/cuDNN? "Use the latest install guide" doth butter no parsnips if you're working with an older version of tensorflow.

Re: TensorFlow 1.7.0 released

#7

Post by oerpli » Thu, Mar 29, 2018, 1:19 PM UTC

Does someone know what's the current state of TF on Windows? I've used it for some image classification homework 1.5y ago and back then I had some issues but it kind of worked.

Does someone have more recent experiences in some hobby project or even in a production env? Or are there other NN frameworks when using Windows?

Re: TensorFlow 1.7.0 released

#8

Post by JPKab » Thu, Mar 29, 2018, 1:42 PM UTC

oerpli wrote: post #7

Does someone know what's the current state of TF on Windows? I've used it for some image classification homework 1.5y ago and back then I had some issues but it kind of worked. Does someone have more recent experiences in some hobby project or even in a production env? Or are there other NN frameworks when using Windows?

It works fine on Windows now.

Re: TensorFlow 1.7.0 released

#9

Post by aseipp » Thu, Mar 29, 2018, 1:51 PM UTC

oerpli wrote: post #7

Does someone know what's the current state of TF on Windows? I've used it for some image classification homework 1.5y ago and back then I had some issues but it kind of worked. Does someone have more recent experiences in some hobby project or even in a production env? Or are there other NN frameworks when using Windows?

It's pretty easy to get running on Windows since 1.0 or whatnot, in my experience. I just ran `pip3 install --upgrade tensorflow-gpu` and do that on every release and it works just dandy. You get a binary wheel of course, so the install is quick and painless.

I did have to install a new cudnn 7 DLL recently after moving to 1.5 (or 1.6) with CUDA 9. That's about it.

I don't use all the fancier tools though (e.g. loading from GCS/S3 buckets etc, just local data for me). But everything seems to works just fine these days, it seems.

Re: TensorFlow 1.7.0 released

#10

Post by markatkinson » Thu, Mar 29, 2018, 2:04 PM UTC

oerpli wrote: post #7

Does someone know what's the current state of TF on Windows? I've used it for some image classification homework 1.5y ago and back then I had some issues but it kind of worked. Does someone have more recent experiences in some hobby project or even in a production env? Or are there other NN frameworks when using Windows?

Yea I managed to get it working pretty quickly and I was a complete newbie. Keras made it MUCH easier the second time around.