Tag: Neuron
Scale your machine learning workloads on Amazon ECS powered by AWS Trainium instances
Running machine learning (ML) workloads with containers is becoming a common practice. Containers can fully encapsulate not just your training code, but the entire dependency stack down [more…]
MRI Resolution Progresses From Millimeters to Microns
Neuroscientists have been mapping and recreating the nervous systems and brains of various animals since the microscope was invented, and have even been able to map out [more…]
Scaling Large Language Model (LLM) training with Amazon EC2 Trn1 UltraClusters
Modern model pre-training often calls for larger cluster deployment to reduce time and cost. At the server level, such training workloads demand faster compute and increased memory [more…]
Scaling distributed training with AWS Trainium and Amazon EKS
Recent developments in deep learning have led to increasingly large models such as GPT-3, BLOOM, and OPT, some of which are already in excess of 100 billion [more…]