Artificial Intelligence

InfiniBand Enables the Most Efficient Machine Learning Platforms

Machine learning is a pillar of today’s technological world, offering solutions that enable better and more accurate decision-making based on the great amounts of data being collected. Machine learning encompasses a wide range of applications, ranging from security, finance, and image and voice recognition, to self-driving cars, healthcare and smart cities.

InfiniBand accelerates all popular frameworks such as TensorFlow, CNTK, Paddle, Pytorch and Apache Spark with RDMA, and continues to innovate and accelerate solutions for fastest and most scalable distributed execution of training large and powerful models.

By providing low latency, high bandwidth, high message rate, and smart offloads, InfiniBand solutions are the most deployed high-speed interconnect for large-scale machine learning - for both training and inferencing systems.

The Selene Supercomputer

NVIDIA’s DGX SuperPOD with NVIDIA Mellanox HDR 200Gb/s InfiniBand Deployment


One of the fastest and most efficient supercomputer on the planet
built in under one month

NVIDIA RAPIDS Accelerator and InfiniBand Supercharges Apache Spark 3.0

nvidia spark

As data scientists shift from using traditional analytics to AI applications with Apache Spark 3.0, InfiniBand provides the fastest path to move data between remote Spark nodes and is tightly coupled to the Spark Shuffle operations leveraging the UCX communication framework.

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SETTING A NEW BAR IN MLPERF

NVIDIA training and inference solutions deliver record-setting performance in MLPerf, the leading industry benchmark for AI performance.

10X Performance with NVIDIA Mellanox GPUDirect® RDMA

Designed specifically for the needs of GPU acceleration, GPUDirect RDMA provides direct communication between NVIDIA GPUs in remote systems. This eliminates the system CPUs and required buffer copies of data via the system memory, resulting in 10X better performance.

gpudirect-rdma

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