spotty.yaml

project:
  name: cvms
  syncFilters:
    - exclude:
      - .git/*
      - .idea/*
      - '*/__pycache__/*'
      - tmp/*
      - dependencies/*
      - .pytest_cache/*
      - trained_models/*

containers:
  - projectDir: /workspace/computer-vision-models
    hostNetwork: true
    file: Dockerfile
    env:
      PYTHONPATH: /workspace/computer-vision-models
    volumeMounts:
      - name: workspace
        mountPath: /workspace

instances:
  - name: train
    provider: aws
    parameters:
      region: eu-west-1
      instanceType: p3.2xlarge
      availabilityZone: eu-west-1c
      spotInstance: true
      dockerDataRoot: /docker
      volumes:
        - name: workspace
          parameters:
            size: 30
            deletionPolicy: retain
        - name: docker
          parameters:
            size: 30
            mountDir: /docker
            deletionPolicy: retain

scripts:
  train: |
    python models/semseg/train.py
  tensorboard: |
    tensorboard --bind_all --port 6006 --logdir /workspace/computer-vision-models/trained_models