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…that communication libraries are fully optimized by NVIDIA Quantum InfiniBand networking solutions. Performance at Any Scale HPC-X takes advantage of NVIDIA Quantum InfiniBand hardware-based networking acceleration engines to maximize application…
…NVIDIA provides all the components needed to build AI factories, including accelerated computing, high-performance GPUs, high-bandwidth networking and optimized software. NVIDIA Blackwell GPUs, for example, can be connected via networking…
…AI models using hundreds or thousands of processors networked together inside vast data centers. Mirhoseini and Goldie developed a way for AI to optimize the layout of key components of computer chips…
…Since 2016, Intel and Google* engineers have been working together to use Intel® oneAPI Deep Neural Network Library (Intel® oneDNN) to optimize TensorFlow* performance and accelerate its training and inference performance on…
I am currently assisting our development team with troubleshooting web load latency over VPN. The first step I took was performing a packet capture on the client side to rule out network-related issues. From what I obser…
Reliability has been fine, that is not the issue. The issue is that most of our traffic goes to Azure and M365 now, not the data center. We are paying for a private network optimized for data center traffic that barely e…
Hi everyone, I’m from Brazil and I’ve been working in the ISP industry since around 2009. My work today involves consulting and engineering for small and medium ISPs, including technologies and protocols such as: BGP OSP…
I'm designing my lab network infrastructure and would love your opinion on the design and hardware choices. It's a research/educational lab so budget is limited and not enterprise level. I have my own AS with IPv6-only P…
Hi everyone, I’m currently a Cloud & DevOps intern at a healthtech startup, and as I’m getting deeper into my daily tasks, I’m trying to figure out if my workload is representative of the industry at large or if I’m esse…
…Using Intel Neural Compressor for Fine-Tuning Optimization Intel Neural Compressor helps to optimize the fine-tuning process using quantization-aware training. Quantization-aware training replicates inference-time quantization and all the…
…Performance optimization: Infrastructure optimized for AI workloads delivers higher GPU utilization and faster throughput, with high-performance networking and storage. Even small performance differences of one or two percent better GPU utilization…
…and align jobs with its network topology. This post explains how Slurm topology-aware job scheduling works on NVIDIA GB200 NVL72, and provides scheduling recommendations for optimal GPU occupancy. How does NVIDIA…
…CPU Engineered for energy efficiency and optimized for single-socket platforms to help deliver exceptional performance in space-constrained environments. Ideal for cloud storage, telco networks, and retail edge, these CPUs offer…
…Additional Resources Intel Gaudi 2 AI Accelerator OpenVINO™ Toolkit on GitHub AI PCs from Intel Intel Arc Graphics Optimum for Intel Library Neural Network Compression Framework (NNCF) Hugging Face Transformers Hugging Face…
…The scale-up switches will utilize advanced networking silicon to enable the high-speed interconnect of the next-generation AMD Instinct™ MI450 Series GPUs, enabling leading-edge computing, optimized for large-scale…
