Nvidia’s compute unified device architecture (CUDA) software has become the industry standard for GPU workloads – but AMD is hoping to challenge this dominance with its own open source alternatives.
CUDA is closed source, whereas AMD’s use of software like Radeon open compute (ROC) – and now Nod.ai’s platforms, including its SHARK software – poses an alternative means for businesses to optimize AI deployment.
Nvidia vs AMD is the new Windows vs Linux
The ten-year-old firm, which was valued recently at $36.5 million, builds and develops optimization software that can run on the best Ryzen chips, including EPYC CPUs, Radeon GPUs and Versal processors. This makes it a neat fit, with the company slotting straight into AMD’s operations as it hopes to bring the fight to Nvidia.
AMD will absorb Nod.ai’s team as part of the acquisition, which cements the company’s aim to bolster its software portfolio.
Indeed, although Nvidia is known as a hardware form – and the industry leader for providing GPUs for AI workloads, its software – particularly CUDA alongside its optmized libraries, reinforces its superiority.
“The acquisition of Nod.ai is expected to significantly enhance our ability to provide AI customers with open software that allows them to easily deploy highly performant AI models tuned for AMD hardware,” said Vamsi Boppana, AMD’s senior VP for AI.
“The addition of the talented Nod.ai team accelerates our ability to advance open-source compiler technology and enable portable, high-performance AI solutions across the AMD product portfolio.”
By embracing Nod.ai and incorporating its tools into its broader portfolio, AMD is choosing an approach that means its tussle with Nvidia is similar in nature to the Linux vs Windows rivalry. While Linux follows an iterative and collaborative development cycle, Windows remains Microsoft’s proprietary operating system.
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Keumars Afifi-Sabet is the Features Editor for ITPro, CloudPro and ChannelPro. He oversees the commissioning and publication of in-depth and long-form features, including case studies and op-eds, across a breadth of topics in the B2B technology space. He also contributes to a vareity of other publications including The Week Digital and TechRadar Pro. Keumars joined ITPro as a staff writer in 2018, and has expertise in a variety of areas including AI, cyber security, cloud computing and digital transformation, as well as public policy and legislation.