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GPU server Best Practices

Updated at: 2025-04-11 08:30

This topic provides a collection of best practices for GPU servers. You can select the appropriate operations based on your business scenarios.

Environment configuration and tool usage

  • Deploy NGC environment to build deep learning development environment

    This topic describes how to deploy an NVIDIA GPU Cloud (NGC) environment on a GPU-accelerated instance for deep learning development. In the topic, a TensorFlow deep learning framework is used.

  • Quickly configure eRDMA using eRDMA image

    Introducing elastic Remote Direct Memory Access (eRDMA) functionality into container (Docker) environments provides faster data transmission and communication efficiency, applicable to application scenarios that require large-scale data transmission and high-performance network communication in containers. This tutorial describes how to quickly configure eRDMA on GPU instances using the eRDMA image.

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  • Environment configuration and tool usage
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