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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
Launch integration guides
Browse integration guides for configuring W&B Launch with Docker, Kubernetes, SageMaker, and Vertex AI.
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