BluTrain is a C++/CUDA framework for AI systems built on the thesis that, at scale, deep-learning progress is more a matter of systems engineering (throughput, training behavior) than modeling. Of interest to teams building or optimizing custom training infrastructure and squeezing efficiency out of GPU clusters.