AWS Compute Blog
Tag: deep learning
Building deep learning inference with AWS Lambda and Amazon EFS
This post shows how you can use EFS for Lambda to deploy large DL libraries and models into a function for synchronous invocations.
GPU workloads on AWS Batch
Contributed by Manuel Manzano Hoss, Cloud Support Engineer I remember playing around with graphics processing units (GPUs) workload examples in 2017 when the Deep Learning on AWS Batch post was published by my colleague Kiuk Chung. He provided an example of how to train a convolutional neural network (CNN), the LeNet architecture, to recognize handwritten digits […]
Scheduling GPUs for deep learning tasks on Amazon ECS
This post is contributed by Brent Langston – Sr. Developer Advocate, Amazon Container Services Last week, AWS announced enhanced Amazon Elastic Container Service (Amazon ECS) support for GPU-enabled EC2 instances. This means that now GPUs are first class resources that can be requested in your task definition, and scheduled on your cluster by ECS. Previously, […]