This is part of our commercial offering.

Scheduling presets is a feature for injecting certain information into operations at compilation time to preset configuration for node scheduling, queue routing, resources requirements and definition, connections, and access level control.

Polyaxon allows to save these presets as Polyaxonfiles, and to use them interactively using Polyaxon CLI. Sometimes, some of these presets are generic and can be used in all projects, or you want to configure default manifests to be applied to all operations started by a user or in a specific project. You can save presets in your organization, and allow users to use them in their Polyaxonfiles.

Create scheduling presets

If you have admin access, you can create a scheduling preset. The example below requests one GPU, selects T4 nodes with accelerator: nvidia-tesla-t4, and routes runs to the training-cluster/gpu-training queue.

Manage scheduling presets

Open Infra > Presets to list and manage scheduling presets.

Presets settings

Select a preset to inspect its Definition, project restrictions, and Settings. Settings lets you update metadata or delete the preset.

Presets viewer and usage

Users without admin or owner rights can view the table of available presets in your organization and how they can use them.

Organization and project default presets

Organization and project administrators can define an ordered list of default presets under Settings > Defaults. Move presets from Available Presets to Selected Presets and arrange them in the order they should apply. Project defaults take precedence over organization defaults.

Setting the organization's default presets:

Setting a project's default presets:

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