MMM is trained on the GigaMIDI dataset. On GPU clusters, the compute nodes usually can't access the internet. The dataset hence must be already downloaded before running the training itself on the ...

Abstract: Characterizing and predicting the training performance of modern machine learning (ML) workloads on compute systems with compute and communication spread between CPUs, GPUs, and network ...

Abstract: This brief considers a decentralized control problem of interconnected multi-machine power systems with asymmetric input constraints. Initially, such an input-constrained decentralized ...