SageMaker Distributed Training Libraries
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:software
|
| gptkbp:availableOn |
gptkb:AWS
|
| gptkbp:compatibleWith |
SageMaker Training Jobs
|
| gptkbp:developedBy |
gptkb:Amazon
|
| gptkbp:documentation |
https://docs.aws.amazon.com/sagemaker/latest/dg/distributed-training.html
|
| gptkbp:enables |
multi-GPU training
multi-node training scaling machine learning training |
| gptkbp:feature |
fault tolerance
performance optimization data parallelism model parallelism elastic training |
| https://www.w3.org/2000/01/rdf-schema#label |
SageMaker Distributed Training Libraries
|
| gptkbp:partOf |
gptkb:Amazon_SageMaker
|
| gptkbp:purpose |
distributed training
|
| gptkbp:releaseYear |
2020
|
| gptkbp:supports |
gptkb:TensorFlow
gptkb:PyTorch |
| gptkbp:usedFor |
deep learning
large-scale model training |
| gptkbp:bfsParent |
gptkb:SageMaker
|
| gptkbp:bfsLayer |
6
|