Mellanox has accelerated popular frameworks such as TensorFlow, Paddle, Caffe and Apache Spark with RDMA, and continues to innovate and accelerate solutions for the quick and scalable distributed execution of training large and powerful models. By providing low latency, high bandwidth, high message rate, and smart offloads, Mellanox interconnect solutions are the most deployed high-speed interconnect for large-scale machine learning, for both training and inferencing systems.
Mellanox adapters, switches, cables and software implement the world’s fastest and most robust InfiniBand and Ethernet networking solutions for a complete, high-performance machine learning infrastructure.
Design of Cryptographic engines and Deep Learning accelerators as part of cloud offload solutions. Integration of IPs into ASIC products.