Top news of the week: 30.12.2021.
Research
Engineering Trade-Offs in Automatic Differentiation: from TensorFlow and PyTorch to Jax and Julia
To understand the differences between automatic differentiation libraries, let's talk about the engineering trade-offs that were made. I would personally say that none of these libraries ...
Grid.ai
Grid.ai enables companies of all sizes to train state-of-the-art AI models on hundreds of cloud GPUs and CPUs from their laptops. From the creator of the popular framework PyTorch ...
Why are ML Compilers so Hard?
Image from Wikimedia Even before the first version of TensorFlow was released, the XLA project was integrated as a “domain-specific compiler” for its machine learning graphs. Since then…
IBM’s CodeFlare Significantly Cuts The Time To Automate Transfer Learning Tasks For Foundation Models
Earlier this year, we presented CodeFlare at the Ray Summit. Our open-source tool promised data scientists that it would reduce the time it took to set up, run, and scale machine learning ...
Datasheets for Datasets
Documentation to facilitate communication between dataset creators and consumers.
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research - GitHub - facebookresearch/minihack: MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning ...
Public Agencies Are Buying Up AI-Driven Hiring Tools and “Bossware”
The Markup, through public records requests, found more than 20 public agencies using the sometimes-controversial software