SageMaker Inference

GPTKB entity

Statements (47)
Predicate Object
gptkbp:instanceOf gptkb:cloud_service
gptkbp:documentation https://docs.aws.amazon.com/sagemaker/latest/dg/deploy-model.html
gptkbp:enables machine learning model deployment
https://www.w3.org/2000/01/rdf-schema#label SageMaker Inference
gptkbp:integratesWith gptkb:Amazon_S3
gptkb:SageMaker_Model_Registry
gptkb:SageMaker_Pipelines
gptkb:AWS_Lambda
gptkb:Amazon_CloudWatch
gptkbp:launched 2017
gptkbp:partOf gptkb:Amazon_SageMaker
gptkbp:provides gptkb:Amazon_Web_Services
gptkbp:supports gptkb:TensorFlow
gptkb:XGBoost
gptkb:MXNet
gptkb:PyTorch
gptkb:Scikit-learn
gptkb:Hugging_Face_Transformers
gptkb:ONNX
A/B testing
endpoint security
model monitoring
GPU acceleration
auto-scaling
batch inference
data capture
model versioning
model explainability
real-time inference
IAM authentication
VPC integration
model rollback
HTTPS endpoints
custom containers
elastic inference
multi-model endpoints
asynchronous inference
custom frameworks
custom inference code
model shadow testing
multi-container endpoints
multi-variant endpoints
serverless inference
gptkbp:bfsParent gptkb:SageMaker_Studio_Feature_Store
gptkb:SageMaker_Batch_Transform
gptkb:SageMaker_Feature_Store
gptkbp:bfsLayer 7