TensorWave
Last Updated on: Dec 11, 2025
TensorWave
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What is TensorWave?
TensorWave is a next-generation AI and high-performance computing (HPC) cloud platform that provides scalable, memory-optimized infrastructure featuring the latest AMD Instinct™ GPUs, including the MI355X and MI300X series. Designed for demanding AI workloads, TensorWave offers robust hardware capabilities such as up to 256GB of HBM3E memory per GPU and 6.0TB/s bandwidth. The platform supports advanced cooling technology to reduce data center energy costs by up to 51%, alongside high-speed network storage and cutting-edge Ethernet architecture optimized for AI and HPC networking. TensorWave enables researchers, developers, and enterprises to access powerful GPU nodes effortlessly, speeding up AI model training and deployment with plug-and-play compatibility for popular tools and frameworks.
Who can use TensorWave & how?
  • AI Researchers & Data Scientists: Accelerate deep learning model training with powerful GPUs.
  • Enterprise Developers: Deploy scalable AI infrastructure with optimized compute and storage.
  • HPC Professionals: Leverage high-speed networking and memory-optimized clusters for complex simulations.
  • Startups & Innovators: Access top-tier compute resources with minimal setup.
  • Cloud Engineers: Integrate TensorWave’s hardware into existing workflows seamlessly.

How to Use TensorWave?
  • Sign Up & Access Cloud: Register to access GPU resources designed for AI and HPC workloads.
  • Select GPU Nodes: Choose from AMD Instinct GPUs optimized for memory and bandwidth needs.
  • Deploy AI Workloads: Use preferred frameworks and models easily with plug-and-play compatibility.
  • Manage & Scale: Efficiently monitor, manage, and scale compute power as needed.
What's so unique or special about TensorWave?
  • AMD Instinct™ GPUs: Industry-leading memory and bandwidth tailored for AI demands.
  • Direct Liquid Cooling: Reduces energy consumption significantly while maintaining performance.
  • UEC-Ready Networking: Optimized next-gen Ethernet architecture for AI and HPC connectivity.
  • High-Speed Network Storage: Ensures fast, scalable, and secure data handling for AI pipelines.
  • Seamless Integration: Supports hundreds of AI models and frameworks with easy deployment.
Things We Like
  • Outstanding GPU performance for complex AI tasks.
  • Energy-efficient cooling reduces operational costs.
  • Support for a wide range of AI and HPC frameworks.
  • Strong customer support and rapid provisioning.
Things We Don't Like
  • Requires some technical knowledge for optimal use.
  • May be cost-prohibitive for small-scale projects.
  • Limited to AMD hardware, restricting GPU choice diversity.
  • Onboarding can require initial configuration effort.
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FAQs

TensorWave uses the latest AMD Instinct™ MI355X and MI300X GPUs with high memory and bandwidth.
Yes, it is designed specifically for scalable and efficient AI and HPC workloads.
Through direct liquid cooling technology, reducing data center energy use by up to 51%.
Next-generation Ethernet optimized for AI and HPC, ensuring high-speed connectivity.
Yes, it offers plug-and-play compatibility with hundreds of models, libraries, and frameworks.

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