Hi everyone! I have an AWS ECS workpool, which contains GPU instances in it. I want to run some flows which utilise those GPUs. However, when creating a deployment, I need a way to pass in

resourceRequirements: [{"type": "GPU", "value": N}]

into my task-definition. Otherwise the container running in ECS Task does not see the GPUs. Is there a way to dynamically pass in "resourceRequirements" to a deployment, for example, using

job_variables

? Or, any other ways?

Hey, I'm currently facing the same issue, did you manage to figure out how to define resource requirements in the prefect.yaml directly without using the pre-created task definition? Also, how did you define capacity_provider_strategy in prefect.yaml?

Hi, I fixed it by editing my work-pool, going into "Advanced" and in the json config, adding the following under

variables:properties:

"resource_requirements": {
        "type": "object",
        "title": "Resource Requirements",
        "default": {},
        "description": "Resource requirements to pass to the task run request. For example, to specify a GPU on a task, you can pass `{ \"resource_requirements\": [ { \"type\": \"GPU\", \"value\": \"1\" } ] }`"
      },

and adding the following to `job_configurationtask run requestcontainerOverrides`:

"resourceRequirements": "{{ resource_requirements }}"

I finally got it to work. Thanks so much for your help, really appreciate it!