Task hardware environment

Customizing task resources

You can customize the hardware environment in which your task code executes through configuration in the @union.task decorator by specifying requests and limits on:

  • CPU number
  • GPU number
  • Memory size
  • Ephemeral storage size

See Customizing task resources for details.

Accelerators

If you specify GPUs, you can also specify the type of GPU to be used by setting the accelerator parameter. See Accelerators for more information.

Task-level monitoring

You can also monitor the hardware resources used by a task. See Task-level monitoring for details.