Cross-posted on the Google Research Blog Getting the best results out of a machine learning (ML) model requires that you truly understand ... (more…)

More about the work we’ve been doing to improve our ML algorithms within Twitter, and our path forward through a company-wide initiative called Responsible ML. (more…)

Since launching their organization early last year, the MLPerf group has been slowly and steadily building up the scope and the scale of their machine learning benchmarks. Intending to do for ML performance what SPEC has done for CPU and general system pe... (more…)

PIL stands for Python Image Library. In this article, we will look at its fork: Pillow. PIL has not been updated since... (more…)

Performing Machine Learning (especially at scale) involves substantial coordination and countless technologies. Until very recently, this required setting up custom environments tailored to specific… (more…)