Amazon EC2 provides the broadest and deepest portfolio of instances for machine learning applications. From GPU-based high-performance instances such as P4 and G5, to Trn1 and Inf1 instances purpose-built with AWS silicon for best price performance, there’s a right instance for each of your machine learning workloads. In this session, learn about these instances, benchmarks, and ideal use case guidelines for each of these instances. See a demo of how to initiate and scale machine learning workloads in production.
Learn more about AWS re:Invent at go.aws/3ikK4dD.
Subscribe:
More AWS videos bit.ly/2O3zS75
More AWS events videos bit.ly/316g9t4
ABOUT AWS
Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts.
AWS is the world’s most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.
#reInvent2022 #AWSreInvent2022 #AWSEvents
- AWS re:Invent 2022 - Choosing the right accelerator for training and inference (CMP207) ( Download)
- [영어 쉐도잉] AWS re:Invent 2022 - Choosing the right accelerator for training and inference (CMP207) ( Download)
- AWS re:Invent 2022 - Deploy ML models for inference at high performance & low cost, ft AT&T (AIM302) ( Download)
- AWS re:Invent 2022 - [NEW LAUNCH!] Introducing AWS Inferentia2-based EC2 Inf2 instances (CMP334) ( Download)
- AWS re:Invent 2022 - Accelerate deep learning & Habana Gaudi–based Amazon EC2 DL1 instances (PRT280) ( Download)
- AWS re:Invent 2022 - Impact through cutting-edge ML research with Amazon Research Awards (AIM408) ( Download)
- Optimize your ML inference price performance using SageMaker Inference Recommender (Hebrew) ( Download)
- AWS re:Invent 2018: [NEW LAUNCH!] Amazon Elastic Inference: Reduce Learning Inference Cost (AIM366) ( Download)
- AWS re:Invent 2020: Machine learning inference with Amazon EC2 Inf1 instances ( Download)
- AWS re:Invent 2022 - Accelerating semiconductor design, simulation, and verification (CMP320) ( Download)
- AWS re:Invent 2022 - Accelerate deep learning and innovate faster with AWS Trainium (CMP313) ( Download)
- AWS re:Invent 2022 - Deep dive on accelerating HPC and ML with Amazon FSx (STG343) ( Download)
- AWS re:Invent 2022 - File storage for builders and data scientists on Amazon EFS (STG216) ( Download)
- AWS re:Invent 2021 - AWS On Air ft. Amazon SageMaker Inference Recommender | AWS Events ( Download)
- AWS re:Invent 2022 - Accelerate secure data migrations at scale with AWS DataSync (STG214) ( Download)