SageMaker Studio Model Debugger Integration
GPTKB entity
Statements (26)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:software
|
| gptkbp:allows |
identification of training issues
inspection of tensors visualization of training metrics |
| gptkbp:documentation |
https://docs.aws.amazon.com/sagemaker/latest/dg/studio-debugger.html
|
| gptkbp:enables |
model debugging
training job analysis |
| https://www.w3.org/2000/01/rdf-schema#label |
SageMaker Studio Model Debugger Integration
|
| gptkbp:integratesWith |
gptkb:Jupyter_notebooks
gptkb:SageMaker_Experiments SageMaker Training Jobs |
| gptkbp:partOf |
gptkb:Amazon_SageMaker_Studio
|
| gptkbp:provides |
interactive UI for debugging
|
| gptkbp:supports |
gptkb:Amazon_SageMaker_Debugger
detecting exploding gradients detecting overfitting detecting underfitting detecting vanishing gradients |
| gptkbp:usedBy |
data scientists
machine learning practitioners ML engineers |
| gptkbp:visualizes |
rules and alerts
output tensors training job parameters |
| gptkbp:bfsParent |
gptkb:SageMaker
|
| gptkbp:bfsLayer |
6
|