New faster and more efficient TensorFlow runtime now is Open Source

Posted by : at

Category : ai


Image source

New faster and more efficient TensorFlow runtime now is Open Source

A new runtime for TensorFlow machine learning framework that provides a high performance across a range of hardware, now is publicly available tensorflow/runtime under Apache License 2.0 Google says that the benefits of new TensorFlow RunTime (TFRT) will be for a broad range of users:

  • Researchers looking for faster iteration time and better error reporting when developing complex new models in eager mode.
  • Application developers looking for improved performance when training and serving models in production.
  • Hardware makers looking to integrate edge and datacenter devices into TensorFlow in a modular way.

Also Google says that the benchmarking study for TensorFlow Dev Summit 2020 shows performance improvement over the current runtime by 28% on average.

TFRT: A new TensorFlow runtime (TF Dev Summit '20)

If anyone wants to read more, they can read the full article here

About Dimitar Manovski

Hi, I'm Open source enthusiast, Software developer, Interested in Web development, robotics, IoT, Home Automation, 3d printing and Machine Learning.

Categories
Useful Links