TensorFlow Java is released!

[Karl Lessard]

Hi everyone,

I'm happy to announce that after many months of efforts, the new TensorFlow Java has now been released and can be downloaded from Maven Central, under a first alpha version 0.2.0.

Please read at the release notes to get a glimpse at what this library can offer. It presents many improvements compared to its TF1.x predecessors, including:

  

- TF2.3.1 support

- N-dimensional direct access to the tensor memory from the JVM

- Native library installation with Maven using JavaCPP

- Support for training and saving models in Java

- Support for loading and running TF2.x Python models

- New framework for machine learning in Java that includes optimizers and datasets.

TensorFlow Java continues to grow quickly and I invite you to follow its evolution or contribute to it by joining the SIG JVM community if you have not done it yet.

I hope you'll enjoy it!

Karl

[Andrew Schaumberg]

Hi Karl & all,

Wonderful!  If the citation for Keras is...
Chollet F, others. Keras; 2015. Available from: https://github.com/keras-team/keras

...should the citation for Tensorflow Java be...

Lessard K, others.Tensorflow Java; 2020. Available from: https://github.com/tensorflow/java

Thanks so much!

-Andrew

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[Alexey Zinoviev]

It was very hard job, my congratulations!

Good time to celebrate and relax a little bit for all active contributors and for you, especially, Karl! 

ср, 7 окт. 2020 г., 21:39 Andrew Schaumberg <schaumbe...@gmail.com>:

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[Martin Wicke]

This is a very impressive milestone. Thank you all for your hard work on this. I'm extremely excited to have such a fantastic Java offering for TensorFlow.

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[Rajagopal Ananthanarayanan]

Awesome achievement on the TensorFlow Java release!

Congratulations to the team, and Karl to work through many issues and lead to a successful launch!

Thanks everyone for their contributions.

ananth.

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[James Ring]

Congratulations to the TF Java team! This is great news!

[Tarun Kumar Chawdhury]

Congratulations to entire Team. BIG kudos 👏 🙌 👌 👍 

Question- does it mean we now have stable version for TF for java like we have for Javascript 

Thank you,

Tarun

Tarun

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[Zoran Sevarac]

Congratulations, really great work!

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Zoran Sevarac, PhD, Associate Professor
University of Belgrade, Faculty of Organisational Sciences, Department for Software Engineering
Java Champion | Oracle Groundbreaker Ambassador | Deep Netts Co-founder & CEO

[Suyash Joshi]

Congrats Karl and team on this milestone!

Would be nice if someone can write a blog post about the rerelease on TensorFlow’s official blog and share it on tenserflow social media as those places get lot of visibility by large number of developers. 

I will share the message within Java developer community :)

Best,

Suyash

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Thanks,

Suyash Joshi

Creative Technologist | Magician

[Karl Lessard]

Thank you all for your replies!

I just want to emphasize that this release was made possible by the great collaboration of all active members of SIG JVM, not only those who contributed to the code but also those who assist regularly to our bi-monthly session and share their point of view and experiences on various topics. I think this is another very good example of what open source is capable of and the value SIGs are bringing to TensorFlow.

- Karl

On Thu, Oct 8, 2020 at 1:08 AM 손주형 <sonj...@gmail.com> wrote:

Nice work!
Very impressive work, even training model in java.

2020년 10월 8일 목요일 오전 4시 54분 8초 UTC+9에 wi...@google.com님이 작성:

[Zahra Badey]

Congrats Karl and all the contributors for this milestone, massive effort!

Thanks,

Zahra

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[Frank Greco]

Congratulations!  This was no small feat.   Thanks for your efforts Karl and the entire team of collaborators.

This is a major accelerator for the millions of professional Java developers building ML-centric systems.

FrankG

On Wed, Oct 7, 2020 at 1:49 PM Karl Lessard <karl.l...@gmail.com> wrote:

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Frank Greco

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[손주형]

Is there any tutorial docs? I can not find it in repo.

2020년 10월 9일 금요일 오전 5시 51분 12초 UTC+9에 fgr...@javasig.com님이 작성:

[Karl Lessard]

On Sat, Oct 10, 2020 at 10:21 AM 손주형 <sonj...@gmail.com> wrote:

Is there any tutorial docs? I can not find it in repo.

Examples can be found in this other repository: https://github.com/tensorflow/java-models/tree/master/tensorflow-examples

We are actively working on providing more examples that cover all new features of TensorFlow Java but this is already a good point to start with.

Thanks, Karl