← Writing

Series · 3 articles

ORBIT: remote GPU runs

The control plane, task plugins, and run bundles for training on rented GPUs.

Understand how the control plane, task plugins and run bundles divide responsibility when running training on rented GPUs. Start with provisioning and process control, then follow the task interface and inspect the saved artifacts.

Read in the order below: start with the constraints, then follow the implementation and debugging details.

In this series

  1. ORBIT: a control plane for experiments on rented GPUs

    11 min read
  2. ORBIT task plugins: validation outside the execution core

    12 min read
  3. ORBIT job bundles: logs, artifacts and dependency provenance

    12 min read