Tuning

Examples on how to use hyperparameter tuning on SageMaker.

Apache MXNet

PyTorch

• Hyperparameter Tuning using SageMaker PyTorch Container
• Text Classification with Amazon SageMaker HuggingFace and Hyperparameter Tuning

R

TensorFlow

• Hyperparameter Tuning using Your Own Keras/Tensorflow Container
• Hyperparameter Tuning with the SageMaker TensorFlow Container

XGBoost

BlazingText

Use cases

Analyze results

• Analyze Results of a Hyperparameter Tuning job

Early stopping

• Automatic Model Tuning : Automatic training job early stopping

Warm start

• Automatic Model Tuning : Warm Starting Tuning Jobs