- name: train_small
  cluster:
    app_config: app_config.yaml
    compute_template: tpl_cpu_small.yaml

  run:
    use_connect: True
    autosuspend_mins: 10
    timeout: 600
    prepare: python wait_cluster.py 4 600
    script: python workloads/train_small.py

- name: train_moderate
  cluster:
    app_config: app_config.yaml
    compute_template: tpl_cpu_moderate.yaml

  run:
    timeout: 600
    prepare: python wait_cluster.py 32 600
    script: python workloads/train_moderate.py

- name: train_gpu
  cluster:
    app_config: app_config_gpu.yaml
    compute_template: tpl_gpu_small.yaml

  run:
    timeout: 600
    prepare: python wait_cluster.py 5 600
    script: python workloads/train_gpu.py

- name: distributed_api_test
  cluster:
    app_config: app_config.yaml
    compute_template: tpl_cpu_small.yaml
    results: 

  run:
    timeout: 600
    prepare: python wait_cluster.py 4 600
    script: python workloads/distributed_api_test.py
    results: ""

- name: ft_small_elastic
  cluster:
    app_config: app_config.yaml
    compute_template: tpl_cpu_small.yaml

  run:
    timeout: 900
    prepare: python wait_cluster.py 4 600
    script: python workloads/ft_small_elastic.py
    results: ""

- name: ft_small_non_elastic
  cluster:
    app_config: app_config.yaml
    compute_template: tpl_cpu_small.yaml

  run:
    timeout: 900
    prepare: python wait_cluster.py 4 600
    script: python workloads/ft_small_non_elastic.py
    results: ""

- name: tune_small
  cluster:
    app_config: app_config.yaml
    compute_template: tpl_cpu_small.yaml

  run:
    timeout: 600
    prepare: python wait_cluster.py 4 600
    script: python workloads/tune_small.py

- name: tune_32x4
  cluster:
    app_config: app_config.yaml
    compute_template: tpl_cpu_moderate.yaml

  run:
    timeout: 900
    prepare: python wait_cluster.py 32 600
    script: python workloads/tune_32x4.py

- name: tune_4x32
  cluster:
    app_config: app_config.yaml
    compute_template: tpl_cpu_moderate.yaml

  run:
    timeout: 900
    prepare: python wait_cluster.py 32 600
    script: python workloads/tune_4x32.py