spotty_template.yaml

# Documentation covering installation, user instructions and configuration template
# can be found here: https://spotty.cloud/docs/user-guide/getting-started.html


project:
  name: tfg-code
  syncFilters:
    - exclude:
      - .venv/*
      - .git/*
      - .idea/*
      - '*/__pycache__/*'


containers: 
  - projectDir: /workspace/project
    image: tensorflow/tensorflow:latest-gpu
    env:
      PYTHONPATH: /workspace/project
      LOGTAIL_TOKEN: '' # Add here your logtail token
    volumeMounts: 
      - name: workspace
        mountPath: /workspace


instances: 
  - name: aws-execution-1
    provider: aws
    parameters: 
      region: eu-west-3
      instanceType: g4dn.xlarge
      spotInstance: True
      volumes: 
        - name: workspace
          parameters: 
            size: 50
            deletionPolicy: CreateSnapshot


scripts:
  main: |
    pip install -r requirements.txt
    python scripts/deep_cross_entropy_method.py