Training today’s largest AI models demands more than just powerful GPUs — it requires smart orchestration, efficient communication, and optimized resource use across massive clusters. From Google ...

Microsoft has worked with the open-source community, Intel, AMD, and Nvidia to offer TensorFlow-DirectML, a project that allows accelerated training of machine learning models on DirectX 12 GPUs. Over ...

Popular online learning courses providers Udacity and Deeplearning.ai will launch new training courses to help people use TensorFlow 2.0, which was released in alpha today. The latest version of ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Soroosh Khodami discusses why we aren't ready ...

When the time comes to add an object recognizer to your hack, all you need do is choose from many of the available ones and retrain it for your particular objects of interest. To help with that, [Edje ...

Over the past year, Google’s TensorFlow has asserted itself as a popular open source toolkit for deep learning. But training a TensorFlow model can be cumbersome and slow—especially when the mission ...

Deep learning is changing our lives in small and large ways every day. Whether it’s Siri or Alexa following our voice commands, the real-time translation apps on our phones, or the computer vision ...

TensorFlow, probably the most popular of the dozen or so deep learning frameworks, is typically used to develop neural networks on small or medium-sized clusters, and sometimes on just a single ...