Image Classification on the CIFAR 10 dataset

Train CNN on AWS

1. Add AWS access and secret key to ~/.aws/credentials

    [default]
    aws_access_key_id = "access"
    aws_secret_access_key = "secret"
   

2. Install terraform

   On Mac, you can use brew

    brew install terraform
   

3. Clone this repository:

    git clone https://github.com/MarilynFranklin/image-classification-CIFAR-10.git
    cd image-classification-CIFAR-10
   

4. Launch GPU instance:

    terraform apply terraform/
   

5. Get the public_ip from terraform's output and visit the url in your browser: x.x.x.x:8888

6. When you're finished, you'll want to terminate the gpu instance so AWS does not continue to charge your account

    terraform destroy terraform/