GPU Sandboxes

GPU Sandboxes offer dedicated GPU access to ensure consistent performance and hardware-level isolation for GPU-bound workloads, such as reinforcement learning, model training, and inference. By using VFIO passthrough, each sandbox receives a direct connection to a physical GPU, eliminating the performance variability and isolation issues associated with shared or virtualized GPU resources. Supported GPU models include NVIDIA H100, H200, RTX Pro 6000, RTX 4090, and RTX 5090. This setup allows for predictable and uncontested GPU access, making it ideal for applications requiring reliable and direct hardware interaction. GPU Sandboxes are available to Daytona organizations, who can access detailed documentation to facilitate their implementation.

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