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.Documentation Index
Fetch the complete documentation index at: https://wb-21fd5541-john-wbdocs-2044-rename-serverless-products.mintlify.app/llms.txt
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Create and deploy jobs
Launch FAQ
- Launch FAQ
- Are there best practices for using Launch effectively?
- I do not want W&B to build a container for me, can I still use Launch?
- I do not like clicking- can I use Launch without going through the UI?
- How do I control who can push to a queue?
- When multiple jobs in a Docker queue download the same artifact, is any caching used, or is it re-downloaded every run?
- Can I specify a Dockerfile and let W&B build a Docker image for me?
- Can Launch automatically provision (and spin down) compute resources for me in the target environment?
- How does W&B Launch build images?
- Is `wandb launch -d` or `wandb job create image` uploading a whole docker artifact and not pulling from a registry?
- Does Launch support parallelization? How can I limit the resources consumed by a job?
- How do I make W&B Launch work with Tensorflow on GPU?
- How do I fix a "permission denied" error in Launch?
- What permissions does the agent require in Kubernetes?
- What requirements does the accelerator base image have?
- How can admins restrict which users have modify access?
- Can you specify secrets for jobs/automations? For instance, an API key which you do not wish to be directly visible to users?
Launch Library API Reference
Can Launch automatically provision (and spin down) compute resources for me in the target environment?
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Can I specify a Dockerfile and let W&B build a Docker image for me?How does W&B Launch build images?
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