Contribute to datarevenue-berlin/OpenMLOps development by creating an account on GitHub. (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…)

The workflow for building machine learning models often ends at the evaluation stage: you have achieved an acceptable accuracy, and “ta-da! Mission Accomplished.”... (more…)

We analyze the type of learned optimization that occurs when a learned model (such as a neural network) is itself an optimizer - a situation we refer to as mesa-optimization, a neologism we introduce in this paper. We believe that the possibility of mesa-... (more…)

Ever think, Why did anyone name it that? Here, a helpful guide with suggestions for avoiding confusion. (more…)