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Article • Sep 5, 2024

Evaluating Performance Impact of Trusted Execution Environments on NVIDIA H100 GPUs for Large Language Model Inference Tasks

Phala Network
Evaluating Performance Impact of Trusted Execution Environments on NVIDIA H100 GPUs for Large Language Model Inference Tasks
Summary
  • Trusted Execution Environments (TEEs) play a crucial role in enhancing security in Machine Learning (ML) and AI applications, with NVIDIA H100 GPUs supporting TEEs to provide an additional layer of data protection.
  • Enabling TEE on NVIDIA H100 GPUs introduces performance overhead primarily attributed to data transfer encryption, with computational performance remaining largely unaffected.

Source: https://phala.network/posts/confidential-computing-on-nvidia-h100-gpu-a-performance-benchmark-study

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