Name: TensorFlow 2.0のアップグレード、Pythonのサポート、その他もろもろ!(#AskTensorFlow) (TensorFlow 2.0 upgrade, Python support, & more! (#AskTensorFlow))
Uploaded: 2021-01-14T09:59:58.000Z
Duration: 11 min 51 s
Description: VoiceTubeの動画で発音を聞きながら英語表現を覚えよう！学べる英語：

過去形

Shall we take a look at the first one that came in, was from @alpharthur:

法助動詞 A2

"Can I ask about any prebuilt binary for the RTX 2080 GPU on Ubuntu 16?"

So, I like specific questions, even if I can't answer them.

tend to be associated with a specific driver from Nvidia.

if you're taking a look at any of the prebuilt binaries,

take a look at what driver or what version of the driver

you have supported on that specific card.

I'm not an expert on Nvidia cards, although I love them,

so I don't really know what's supported by that card, Arthur.

But if you go over here, like on my laptop,

I've called up some of what Nvidia say as their TensorFlow system requirements

and the specific versions of the drivers that they support.

and we had this in the last segment as well--

is that it's easy for you to go to the driver vendor

But that may not be the one that TensorFlow is built for

So, just make sure that they actually match each other.

And you should be good to go, even with that particular card.

Yes. And if you have warm feelings and excitement

specifically focused on that called SIG-Build.

So, I strongly suggest going to the community section of our GitHub

and joining it and joining our weekly stand-ups.

Right. So, thanks, Arthur, for that question.

And the next question is a really funny one, I think.

How many times have you been asked this today?

well, is this is a particular symbol that I use all the time?

Is this going to also be supported in TensorFlow 2.0?

People have invested so much time building stuff in TensorFlow 1.x,

- they don't want it to go away... - (Paige) Understandable.

"Do my TensorFlow scripts work with TensorFlow 2.0"?

They would not work with TensorFlow 2.0 out of the box.

But we have created an upgrade utility for you to use.

It's automatically downloaded with TensorFlow 2.0

For more information on it and what in particular it's doing,

you can check out this medium blog post that I and my colleague Anna created,

as well as this Upgrade to TensorFlow 2.0 video.

which is the best communication medium possible.

It shows you how you can use the upgrade script on an end file.

So, any sort of arbitrary Python file or even Jupyter Notebooks--

one of our machine-learning GDEs created an extension

And it'll give you an export.txt file that shows you all of the symbol renames,

and then also some manual changes if you have to make manual changes.

- (Lawrence) Cool. - (Paige) Usually, you do not.

So, to see this in action, we can go and take a look

at this particular text generation example that we have running a Shakespeare--

well, it takes all of the corpus of Shakespeare text,

trains against the Shakespeare text and generates something

that the bard could have potentially written

should he have had access to deep learning resources.

(Laurence) "I know you all and will uphold

the wildest unyoked humour of your [idleness.]"

(Paige) I did not know you knew Shakespeare.

I actually played Henry IV in high school.

I was Beatrice in Much Ado About Nothing.

While we're on Much Ado About Nothing, maybe we should go back to the notebook.

Yes, so here's what it looks like in collab form,

text generation using an RRN with eager execution.

(Laurence) You've got to reconnect the runtime first.

we can check to see that we're using TensorFlow Alpha.

all you would have to do is preface this with the !tf_upgrade_v2,

the name of the Python file is text_generation.

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TensorFlow 2.0のアップグレード、Pythonのサポート、その他もろもろ!(#AskTensorFlow) (TensorFlow 2.0 upgrade, Python support, & more! (#AskTensorFlow))

stuff

specific

absolutely

strategy