SageMaker Studio Model Profiler Integration
GPTKB entity
Statements (25)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:software
|
| gptkbp:accessibleBy |
gptkb:SageMaker_Python_SDK
SageMaker Studio UI |
| gptkbp:documentation |
https://docs.aws.amazon.com/sagemaker/latest/dg/studio-model-profiler.html
|
| gptkbp:enables |
performance analysis
resource utilization tracking model profiling |
| https://www.w3.org/2000/01/rdf-schema#label |
SageMaker Studio Model Profiler Integration
|
| gptkbp:integratesWith |
gptkb:SageMaker_Debugger
gptkb:SageMaker_Experiments |
| gptkbp:partOf |
gptkb:Amazon_SageMaker_Studio
|
| gptkbp:provides |
bottleneck identification
recommendations for optimization profiling reports |
| gptkbp:supports |
gptkb:TensorFlow
gptkb:MXNet gptkb:PyTorch |
| gptkbp:usedFor |
deep learning model optimization
|
| gptkbp:visualizes |
memory usage
CPU usage disk I/O GPU usage network I/O |
| gptkbp:bfsParent |
gptkb:SageMaker
|
| gptkbp:bfsLayer |
6
|