AI Academy
Illuminate the possibilities of AI — practical tutorials and deep-dives from our engineering team.
"Deep Dive: GPU Arithmetic Composite Metrics, Unraveling the Mysteries of High Performance Computing"
GPU computing power refers to the performance of a GPU when executing computational tasks, typically measured by the number of calculations it can perform per second. It is a key metric for evaluating a GPU’s processing...
Read moreIn-depth analysis of GPU arithmetic: a comprehensive assessment from theoretical peaks to real-world applications
In the fields of high-performance computing and deep learning, the computational power of graphics processing units (GPUs) is a key metric for measuring their performance. GPU computational power is typically expressed i...
Read moreDeeper Understanding of FP32 vs FP16 Arithmetic Accuracy: Unlocking Efficient and Accurate Deep Learning
In today’s rapidly evolving AI era, deep learning models are increasingly becoming a key driver of technological progress. During the training and inference processes of these models, computational precision has emer...
Read moreWhat exactly is arithmetic?
Computational power, also known as computing power, refers to the ability of a computer system to perform various computational tasks; it is a key metric for quantifying data processing speed and efficiency. The followin...
Read moreIn-depth Comparison of Smart Computing Centers, Supercomputing Centers and Cloud Data Centers
In today’s digital age, the importance of data centers—as core facilities for data storage, processing, and analysis—is self-evident. Among them, intelligent computing centers, supercomputing centers, and cloud data c...
Read moreMeet the Nvlink Bridge 2 Slo Bridge
The NvLink Bridge 2 Slot is a bridge designed by NVIDIA for high-speed GPU interconnect technology. The following is a detailed introduction to it:I. Technical BackgroundNVLink (NVIDIA Link) is a high-speed interconnect...
Read moreRecognizing the Arithmetic Network: connecting the pulse of resources for a smart future
As a new type of information infrastructure, the essence and core philosophy of computing power networks embody the pursuit of efficient utilization of future computing resources and intelligent services. The following i...
Read more"InfiniBand: The Leader in High-Performance Networking Technology, Empowering the Future of HPC and AI"
An In-Depth Look at InfiniBandWhat Is InfiniBand?InfiniBand is a high-performance networking technology specifically designed for RDMA (Remote Direct Memory Access). Through hardware-level optimizations, it enables high-...
Read moreH800 GPU Rental: Unlocking Unlimited Possibilities for High Performance Computing and AI Training
In today’s digital age, high-performance computing and artificial intelligence (AI) have become the core drivers of progress across all industries. To meet the ever-growing demand for computing power, the NVIDIA H800 GPU...
Read moreExplanation of 512 H100 clustering solution
A total of 256 servers represents the limit of a two-tier Spine-Leaf architecture; exceeding 256 servers requires a three-tier architecture, specifically a Core-Spine-Leaf architecture. Therefore, for the 512-server H100...
Read moreArithmetic network cluster interconnect, choose RoCE or InfiniBand?
Data communication for AI servers involves three components: internal server communication, communication between servers within an AI cluster, and wide-area communication across clusters.High-speed communication between...
Read moreH100 Arithmetic Server Performance Evaluation and Selection Key Parameter Analysis
As a high-end server product launched by NVIDIA, the H100 computing server has already garnered widespread attention in the market. Based on the all-new Hopper architecture and equipped with the powerful H100 Tensor...
Read more