Recently, I stumbled upon an issue while using auto-sklearn with the gradient boosting algorithm as the only estimator, because, I did not set OMP_NUM_THREADS=1.
For other estimators, MKL_NUM_THREADS=1 and OPENBLAS_NUM_THREADS=1 should also be set.
It would be good to have this in the documentation in the future.