Rob Mueller-Albrecht
@RobM_A
Dogs & Nature, IoT, HPC, Software Debug, Open Software Enthusiast - Opinions my own
Open multiarchitecture acceleration frameworks powering #AI everywhere, underpinning #PyTorch for #ARM, #Intel, #x86, #NPU, and #GPU with portable APIs. Check out this presentation from the #UXL Foundation Mini-Summit youtu.be/RxYIhUctlvA?fe…
Call for presentations is open for the oneAPI DevSummit 2025! Working in #SYCL, #AI, #HPC, or cross-architecture dev? Submit your talk here: bit.ly/4kw50Zj #oneAPI #UXLFoundation
Latest Intel AI Tools push #PyTorch 2.7 performance with Intel GPU support for torch.compile on Windows and Linux, among other optimizations. #oneAPI #AIHacks Learn more: intel.ly/443FZjs
The new Intel oneAPI HPC Toolkit introduces new language support and compiler enhancements for more efficient parallel computing, including: • New OpenMP 6.0 features in the Intel® oneAPI DPC++/C++ Compiler for optimized GPU offload performance • New Fortran 2023 features in…
The latest Intel CPU optimizations on an open-source foundation with LLVM backend: Leverage the Intel® oneAPI DPC++/C++ Compiler to build your custom Linux kernel. #oneAPI #Linux #CPP #LLVM Learn how to set it up and what to consider: intel.com/content/www/us…
The latest Intel #oneAPI Base Toolkit offers a powerful open development stack for #AI, #HPC, and accelerated computing: • new oneDNN optimizations for faster AI inference from data center to PC • real-time image processing and display for rendering and data visualization •…
Tools 2025.2: Scale, optimize and streamline execution with comprehensive highly integrated parallelism. One solution for AI and HPC through seamless interoperability between #MPI, #OpenMP, #SYCL, #PyTorch, #Vulkan, #DirectX and more. Scalable parallel framework…
Built by @laion_ai Powered by @intel Open to the world. Explore the datasets and try the models yourself: intel.ly/3TPFR0U
Intel’s 2025.2 developer tools boost performance and productivity for AI, HPC, and visual applications. Built on #oneAPI, they deliver high performance and flexibility across Intel #Xeon 6 and Core Ultra processors, GPUs, and other accelerators. Learn more:…
Scalable multiarchitecture parallelism with the 2025.2 tools release! Scale and optimize any workload. One solution for AI, HPC, and imaging through seamless interoperability of #MPI, #OpenMP, #SYCL, #PyTorch, #Vulkan, #DirectX, and ... #oneAPI #AIPC intel.com/content/www/us…

Supercharge parallelism, optimize performance and productivity for AI, graphics, & accelerated compute. Intel #oneAPI Toolkits & AI Tools 2025.2 are here, delivering faster AI inference, real-time rendering, & expanded HPC support. #Xeon #Core #IntelAI intel.com/content/www/us…

We just dropped 3 new on-demand AI webinars—covering performance, scalability, and what’s next for OpenVINO™. Watch now + see what’s coming: intel.ly/4kGRIug
Picking an open source LLM? It’s not just about size, it’s about the right fit for your stack. We compared #Llama3, #Mistral, and #DeepSeek across performance, use cases, and ease of deployment. Highlights below. Full breakdown here: intel.ly/4kXCcdf
Learn how to build your own OpenAI API-compatible chatbot on Hugging Face with Streamlit. Register Now: intel.ly/3ZOE3c7 Discover the series: intel.ly/4nh7zBn
What makes OPEA work for scalable GenAI apps? With Amazon Bedrock and OpenSearch, it brings orchestration, RAG, and microservices into one integrated stack: intel.com/content/www/us…
Imagine AI seeing and hearing how you feel and responding with empathy and understanding? #LAION in collaboration with #IntelAI just released EmoNet — a suite of ready-to-use #OpenSource tools, models, and benchmarks. #emotionAI #HuggingFace intel.com/content/www/us…
LLMs generate. Agents act. But the real magic? When they work together. In this article, I break down: 🔗 How they complement each other 🧠 When to use which — or both 👉 Read more: medium.com/@ramyaravi19/l… #AI #LLMs #AIAgents #ArtificialIntelligence #GenAI
There are a few ways to easily get started using Intel Gaudi AI accelerators. The GPU Migration Toolkit lets you reuse your existing torch.cuda calls so you don't even have to change your code - here's a quick overview youtube.com/watch?v=8-Y15l…
Explore how OPEA, AWS Bedrock, and #OpenSearch simplify building #RAG pipelines, agents & more. Built for #developers who want to move from prototype to production with confidence. Read more: intel.com/content/www/us… #AI #GenAI #AIAgents #AWSBedrock @OpenSearchProj @OPEAdev
In this video, @intel’s @eze_lanza breaks down the differences between @OPEAdev and NVIDIA NIM. If you're deploying GenAI, this quick side-by-side covers what each framework is built for, where they differ, and what to consider based on your stack. More: intel.ly/3TxmDwN…