--- title: Imagination Blog | Alex Pim description: Alex joined Imagination in 2002, shortly after gaining an honours degree in Artificial Intelligence & Computer Science from the University of Birmingham. Since then, he has contributed to almost all areas of software engineering within the business including Digital Video, Digital Communications and Graphics Processing Units. With a personal interest in AI, and extensive knowledge of the company’s IP he has previously run the AI Engineering Division of PowerVR and now works in the Software Architecture team as an Engineering Fellow, taking Imagination into a new era of efficient and high performing Compute solutions. --- [![Imagination](https://blog.imaginationtech.com/hubfs/Imagination_December2019%20Theme/Images/Header%20Logo%20White.svg) ![Imagination](https://blog.imaginationtech.com/hubfs/Imagination_December2019%20Theme/Images/Header%20Logo%20Black.svg)](https://blog.imaginationtech.com/) - [Products & Solutions](https://www.imaginationtech.com/products/) - [GPU](https://www.imaginationtech.com/products/gpu/) - [CPU](https://www.imaginationtech.com/products/cpu/) - [AI](https://www.imaginationtech.com/products/ai/) - [Ethernet](https://www.imaginationtech.com/products/ethernet/) - [Ray Tracing](https://www.imaginationtech.com/products/ray-tracing/) - [Automotive](https://www.imaginationtech.com/products/automotive/) - 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Part 2](https://blog.imaginationtech.com/llm-performance-and-acceleration-on-powervr-part-2) [AI](https://blog.imaginationtech.com/tag/ai) [GPU](https://blog.imaginationtech.com/tag/gpu) 3 min read Part 2: Recap Welcome to the second part of this two-part blog series about how to accelerate large... [Read more](https://blog.imaginationtech.com/llm-performance-and-acceleration-on-powervr-part-2) [![](https://blog.imaginationtech.com/hubfs/social-suggested-images/blog.imaginationtech.comhubfsIMG%20AI%20Blog%20banner.jpg)](https://blog.imaginationtech.com/llm-performance-and-acceleration-introducing-llm-performance) ## [LLM Acceleration on PowerVR: Introducing LLM Performance](https://blog.imaginationtech.com/llm-performance-and-acceleration-introducing-llm-performance) [AI](https://blog.imaginationtech.com/tag/ai) [GPU](https://blog.imaginationtech.com/tag/gpu) 4 min read At Imagination, we are working to accelerate LLMs on everyday devices. In the first blog of this... [Read more](https://blog.imaginationtech.com/llm-performance-and-acceleration-introducing-llm-performance) ### Subscribe to our blog ### Introducing E-Series GPU Imagination E-Series GPU IP breaks through the barriers of throughput, memory, and power at the edge.Built for next-gen AI, E-Series delivers high performance and adaptability across mobile, automotive, desktop, and consumer markets, avoiding the rigidity of fixed-function accelerators while retaining the flexibility of GPU programmability. [Learn more](https://www.imaginationtech.com/products/e-series/) [![Visidon network super resolution vs bicubic](https://blog.imaginationtech.com/hubfs/background-2-1a.jpg)](https://blog.imaginationtech.com/seeing-whats-not-there.-imaginations-img-series-4-nna-meets-visidons-deep-learning-based-super-resolution-technology) ## [Seeing what’s not there. IMG Series 4 NNA meets Visidon’s deep-learning-based Super Resolution technology.](https://blog.imaginationtech.com/seeing-whats-not-there.-imaginations-img-series-4-nna-meets-visidons-deep-learning-based-super-resolution-technology) [AI](https://blog.imaginationtech.com/tag/ai) 4 min read Last year I read a fascinating article on LinkedIn about using deep-learning-based super-resolution... 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