Accelerate Deep Learning Workloads with Amazon SageMaker

Accelerate Deep Learning Workloads with Amazon SageMaker

Train, deploy, and scale deep learning models effectively using Amazon SageMaker

Dabravolski, Vadim

Packt Publishing Limited

10/2022

278

Mole

Inglês

9781801816441

15 a 20 dias

Descrição não disponível.
Table of Contents

Introducing Deep Learning with Amazon SageMaker
Deep Learning Frameworks and Containers on SageMaker
Managing SageMaker Development Environment
Managing Deep Learning Datasets
Considering Hardware for Deep Learning Training
Engineering Distributed Training
Operationalizing Deep Learning Training
Considering Hardware For Inference
Implementing Model Servers
Operationalizing Inference Workloads
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deep learning; Amazon SageMaker; machine learning; TensorFlow; PyTorch; distributed training