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Deploy a Deadline Cloud CUDA farm with CloudFormation - Deadline Cloud

Deploy a Deadline Cloud CUDA farm with CloudFormation

The cuda_farm CloudFormation template deploys a Deadline Cloud farm that you can use to run CUDA jobs. The default configuration includes a queue for CUDA jobs, a second queue for building conda packages, and a CUDA-capable fleet.

This template specializes the Deploy a starter Deadline Cloud farm with CloudFormation template for the CUDA use case:

  • The default CondaChannels value is deadline-cloud conda-forge, which makes CUDA compilers, frameworks like PyTorch, and applications like COLMAP available.

  • The Linux CUDA fleet is required, and the Windows and Linux CPU fleets are removed.

This template provisions the infrastructure that the Train 3D Gaussian Splatting from video on Deadline Cloud and Benchmark LLMs with vLLM and lm-evaluation-harness on Deadline Cloud job bundles need.