Our performance benchmark of HPL-AI on the supercomputer Fugaku was awarded in the 55th top500 at ISC20. The effective performance was 1.42 EFlop/s, and the world's first achievement to exceed the wall of exascale in a floating-point arithmetic benchmark. Due to the novelty of HPL-AI, ...
The TOP500 has long been a popular benchmark for evaluating computing power, which was an important performance indicator for solving a system of linear equations composed of a dense coefficient matrix. More than 20 years have passed since the project was launched in 1993, and recently it has ...
respectively, on the HPCG benchmark. Summit achieved 2.93 HPCG-petaflops and Sierra 1.80 HPCG-p...
Building the Intel® Distribution for LINPACK* Benchmark and the Intel® Optimized HPL-AI* Benchmark for a Customized MPI Implementation Building the Netlib HPL from Source Code Configuring Parameters Ease-of-use Command-line Parameters Running the Intel® Distribution for ...
The Intel® Optimized HPL-AI Benchmark is heavily modified based on the High-Performance LINPACK (HPL) Benchmark (http://www.netlib.org/benchmark/hpl/) from Innovative Computing Laboratories (ICL) at the University of Tennessee, Knoxville to meet the requirements of the H...
// XXX FOR FUGAKU, CONTACT WITH FUJITSU AND RIKEN FOR SETTINGS WE USED IN THE BENCHMARK. size_t const cl_size = 256ull; size_t const page_size = 4096ull; n = (n+cl_size-1) / cl_size * cl_size; if(n%page_size) n += cl_size; return n; } template <typename F> struct ...
2023年4月,昆仑万维发布自研千亿级大语言模型「天工大模型」;8月,推出「天工AI搜索」,国内首个融入大模型技术能力的AI搜索产品;9月,在权威推理榜单Benchmark GSM8K 测试中,「天工大模型」以80%的正确率脱颖而出,推理能力接近GPT-4;同月,全球知名AI学者颜水成加入昆仑万维,担任天工智能联席CEO及2050全球研究院院长...
这一技术不仅提高了大模型的准确性和可靠性,还使其能够更好地理解上下文,并将检索到的知识融入到生成过程中,从而生成更加贴合实际需求的文本。在第三方测评机构提出的检索增强生成基准(Retrieval-Augmented Generation Benchmark)——RGB评测中,百融云创大模型整体准确率达到50.5%,略高于ChatGPT3.5的50.3%。
Benchmark testing,Matrix decomposition,Supercomputers,Jacobian matrices,Artificial intelligence,Iterative methods,Computer architectureOur performance benchmark of HPL-AI on the supercomputer Fugaku was awarded the 55th Top500. The effective performance was 1.42 EFlop/s, and the world's first achievement ...
Because HPL-AI is brand new and has no reference code for large systems, several challenges exists in the large-scale benchmark from a low-precision numerical viewpoint. It is not sufficient to replace FP64 operations solely with those of FP32 or FP16. At the least, we need thoughtful ...