Amazon SageMaker Debugger

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf machine learning tool
gptkbp:developedBy gptkb:Amazon
gptkbp:documentation https://docs.aws.amazon.com/sagemaker/latest/dg/debugger.html
gptkbp:feature captures tensors during training
custom rules support
detects training issues
provides built-in rules
visualization in SageMaker Studio
https://www.w3.org/2000/01/rdf-schema#label Amazon SageMaker Debugger
gptkbp:launched 2019
gptkbp:partOf gptkb:Amazon_SageMaker
gptkbp:provides automated debugging
profiling for machine learning models
real-time training monitoring
gptkbp:supports gptkb:TensorFlow
gptkb:XGBoost
gptkb:MXNet
gptkb:PyTorch
gptkbp:uses model training optimization
performance profiling
model debugging
gptkbp:bfsParent gptkb:SageMaker_Studio
gptkbp:bfsLayer 6