Examples on how to use SageMaker’s training management features.

Early stopping

• Automatic Model Tuning : Automatic training job early stopping

Spot training

• Object detection using managed spot training
• Managed Spot Training for XGBoost
• Training using SageMaker Estimators on SageMaker Managed Spot Training
• Managed Spot Training with a TensorFlow Estimator
• Savings
• Training SageMaker Models using the Apache MXNet Module API on SageMaker Managed Spot Training
• Managed Spot Training with MXNet
• Savings

Warm start

• Automatic Model Tuning : Warm Starting Tuning Jobs