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TensorWave Accelerates AI with AMD Instinct MI355X Deployment

TensorWave Goes All-In

byStewart Rogers
June 12, 2025
in Artificial Intelligence, News

For those of us watching the AI space, the news of TensorWave today is worth noting. It just announced the deployment of AMD Instinct MI355X GPUs within its high-performance cloud platform.

This isn’t just another spec bump; it puts TensorWave at the forefront as one of the early cloud providers integrating this cutting-edge hardware, aiming squarely at supercharging the most demanding AI workloads.

So, what’s under the hood of this MI355X? It’s built on the 4th Gen AMD CDNA architecture, sporting a hefty 288GB of HBM3E memory and an impressive 8TB/s memory bandwidth.

Those aren’t just numbers; they translate directly into serious horsepower, optimized for everything from generative AI training to inference and intense high-performance computing (HPC) applications.

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TensorWave’s quick adoption means their customers are positioned to benefit from this advanced architecture, delivering high-density compute with the necessary advanced cooling infrastructure at scale. In AI, getting your hands on this kind of capability early can be a significant differentiator.

“TensorWave’s deep specialization in AMD technology makes us a highly optimized environment for next-gen AI workloads,” Piotr Tomasik, co-founder and President at TensorWave, said.

With the MI325X already deployed and the MI355X on the horizon, the company claims its customers are seeing up to 25% efficiency gains and 40% cost reductions.

A key aspect of TensorWave’s strategy is their exclusive reliance on AMD GPUs. This isn’t just a technical choice; it’s a strategic one. It allows them to offer an open, optimized AI software stack powered by AMD ROCm.

The big win here? It actively seeks to mitigate vendor lock-in, a perennial concern for anyone building out serious AI infrastructure, and potentially drives down the total cost of ownership. They’re also emphasizing a developer-first onboarding approach and enterprise-grade SLAs, which speaks to a focus on practical usability and reliability.

“AMD Instinct portfolio, together with our ROCm open software ecosystem, enables customers to develop cutting-edge platforms that power generative AI, AI-driven scientific discovery, and high-performance computing applications,” Travis Karr, corporate vice president of business development, Data Center GPU Business, at AMD, said.

And if all that weren’t enough, TensorWave is also in the process of building what they claim will be North America’s largest AMD-specific AI training cluster. This is more than just expansion; it’s about democratizing access to powerful compute.

By providing comprehensive support for AMD-based AI workloads, TensorWave is clearly aiming to make the transition, optimization, and scaling of AI operations smoother within this evolving ecosystem.

In essence, TensorWave’s latest move isn’t just about deploying new hardware; it’s about solidifying a particular vision for the future of AI infrastructure: one that prioritizes performance, openness, and cost-effectiveness. It’s a development that will likely resonate with many looking to scale their AI ambitions without being constrained

by proprietary systems.

Tags: AIAMDTensorWave

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