flrngel / simple-estimator-and-sagemaker

Simple guide to use tf.estimator and deploy to AWS SageMaker (after training with your GPU)

simple-estimator-and-sagemaker 👋

Simple guide to use tf.estimator and deploy to AWS SageMaker (after training with your GPU)

Usage

# train and test simple mnist model
$ make && make test
# upload your model
$ tar cvzf model.tar.gz saved_model/<MODEL_VERSION>/
$ aws s3 cp model.tar.gz s3://<AWS_BUCKET>/<S3_MODEL_PATH>
# change AWS variables before run this
$ python sagemaker_deploy.py
$ python sagemaker_inference.py

Author

• @flrngel
• @jun85664396