README

Train

Training

• wrap your train.py with sagemaker.pytorch.PyTorch and aws will train your trian.py on sepcify ec2 type device
• training entry point: code/train.py
  • reference pytorch-offical

Deploy

• code/inference.py
  • deploy 的 entry_ponit

example

• pytorch_sagemaker.ipynb
• example inculde train/deploy
  • deploy from attached job(just trained): Success
  • deploy from re-attached job: Fail

Tunnuing

• wrap sagemaker.pytorch.PyTorch into sagemaker.tuner.HyperparameterTuner and aws will tune your train.py on sepcify ec2 type device

exmple

• pytorch_sagemaker_tunner.ipynb
• example include Train/Tune/Analyze/Deploy
  • deploy from best tunning job: Fail
  • deploy from specify tunning jib: Fail