build_push_to_ECR_cifar_10

$(aws ecr get-login --region $region --no-include-email)
# Copy Dockerfiles
!cp Dockerfile.* build/

# Copy training script and config file 
!cp cifar_10_keras.py build/ 
!cp keras.json build/

# Building the image
!cd build 
!docker build -t $image_tag -f $dockerfile . 
!cd ..

# Assign a tag to the Docker image
!docker tag $image_tag $account.dkr.ecr.$region.amazonaws.com/$repo_name:latest

# Push docker image to ECR
!docker push $account.dkr.ecr.$region.amazonaws.com/$repo_name:latest