Index
As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.
A
A/B testing
production variants, using for 228, 229
Accelerated Linear Algebra (XLA) 105
activation checkpointing 134
activation offloading 134
advanced model deployment patterns, Sagemaker endpoint
inference pipeline 22
multi-container endpoint 22
multi-model endpoint 23
advanced techniques, model deployment options
about 232
blue/green deployment patterns, using 236, 237
endpoints, autoscaling 232
algorithm hyperparameters
selecting 12
Allreduce coordination pattern
about 112
versus Parameter Server coordination pattern 112, 113
Amazon API Gateway 27
Amazon CloudTrail 28
Amazon CloudWatch 28
Amazon EBS
high-performance block storage 65
Amazon EC2 Spot Instances 9
Amazon Elastic Container Registry (ECR) 35...