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