Showing items from machine learning

NCCL on EFA makes the ML world go around in the cloud

Machine Learning is a huge workload, and one of the most demanding when it comes to scaling to thousands (and thousands) of CPUs. Some of the largest workloads customers run in the cloud are deep learning models, which require huge numbers …

Scalable and Cost-Effective Batch Processing for ML workloads with AWS Batch and Amazon FSx

Batch processing is a common need across varied machine learning use cases such as video production, financial modeling, drug discovery, or genomic research. The elasticity of the cloud provides efficient ways to scale and simplify batch …