Lemurian Labs
At Lemurian Labs our focus is on unleashing the capabilities of AI for the benefit of humanity. To fulfill this purpose we are developing a full stack solution consisting of software and hardware that is capable of orders of magnitude better performance and efficiency than legacy solutions, while being designed for scalability. There are massive shifts underway moving us from Software 1.0 to Software 2.0 to Software 3.0 and onwards, but to realize its true benefits we need fundamentally new hardware and systems that can keep up with the changing compute demands and simultaneously bringing down costs. We are developing software and hardware designed from first principles to deliver unprecedented realizable performance/watt and enable the next generation of AI workloads. Our diverse team of technologists have decades of experience at the frontiers of high performance computing, digital arithmetic, cryptography, artificial intelligence, robotics, and networking. There is a lot of talk about what the technology of tomorrow will look like and there are a number of companies developing it. At Lemurian, we believe tomorrow is so yesterday. We are developing the technology for the day after tomorrow. We are Lemurian Labs. Welcome to the future of artificial intelligence and computing.
Company Overview
Lemurian Labs is a small business located in Menlo Park, California, with a team size of 31. Founded in 2018, the company operates in the Technology, Information, and Internet industry. It specializes in various computing technologies, including CPU, GPU, and accelerators, as well as artificial intelligence (AI) and machine learning (ML) solutions. The company aims to make AI affordable and accessible for all through its accelerated universal computing platform.
Specialties
Lemurian Labs has a diverse range of specialties that include AI operations, machine learning operations, software engineering, and cloud services. The company also focuses on enterprise solutions, data center technologies, networking, robotics, and electrical engineering. Additionally, it has expertise in high-performance computing, deep learning, computer vision, and infrastructure development, demonstrating a comprehensive approach to advanced computing technologies.
Innovations and Technologies
The company has developed a parallel adaptive logarithm (PAL) to enhance performance and power efficiency. It has introduced a new logarithmic data type that improves computing efficiency. Lemurian Labs is focused on creating hardware and systems that meet the demands of Software 3.0 and beyond, emphasizing sustainability in accelerated computing while achieving performance breakthroughs.
Software Solutions
Lemurian Labs develops a full software stack that integrates with PyTorch, enabling it to run on any hardware at any scale. The company offers a hardware-agnostic compiler that supports various computing types, including GPUs, CPUs, and NPUs. This approach is designed to provide scalability and efficiency, catering to the needs of AI developers and ensuring that AI technologies are accessible and efficient for a broad audience.
Mission and Vision
Lemurian Labs is committed to advancing AI responsibly by focusing on the needs of AI developers. The company's mission is to deliver affordable, accessible, and efficient AI computing solutions. It aims to reimagine accelerated computing for sustainability while delivering significant performance improvements, ensuring that its innovations contribute positively to the evolving landscape of technology.