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AWS Supports You: Using AWS Inferentia and Trainium in Practice gives viewers on the twitch.tv/aws channel an overview of Machine Learning and Inferentia, Inferentia’s use cases, the Neuron SDK, Trainium, and a demo. This series showcases best practices and troubleshooting tips from AWS Support. This episode originally aired on May 31st, 2022.
Intro: 0:00
Machine Learning and Inferentia Intro 02:06
AWS Neuron 07:36
Inf1 Comparisons 13:11
Demo 23:08
Trainium & Customer Stories 40:18
Helpful Links:
https://pages.awscloud.com/Lower-the-Cost-of-Running-ML-Applications-with-New-Amazon-EC2-Inf1-Instances_2020_0212-CMP_OD.html
AWS Nitro – https://aws.amazon.com/ec2/nitro/
Neuron pip Install Process – https://awsdocs-neuron.readthedocs-hosted.com/en/latest/
https://github.com/aws-samples/aws-inferentia-huggingface-workshop/blob/main/aws_summit_2022_inf1_bert_compile_and_deploy.ipynb
https://awsdocs-neuron.readthedocs-hosted.com/en/v1.12.0/neuron-guide/technotes/data-types.html
https://aws.amazon.com/sagemaker/pipelines/
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Amazon Web Services (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.
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