To authenticate W&B, complete the following steps: create a requirements.txt file if using a built-in Amazon SageMaker estimator. For details on authentication and setting up the requirements.txt file, refer to the SageMaker integration guide.
This process depends on the environment. Resources provision in Amazon SageMaker and Vertex. In Kubernetes, autoscalers automatically adjust resources based on demand. Solution Architects at W&B assist in configuring Kubernetes infrastructure to enable retries, autoscaling, and the use of spot instance node pools. For support, contact support@wandb.com or use your shared Slack channel.
To publish the sweepid so that any W&B Sweep agent can access it, implement a method for these agents to read and execute the sweepid.