NVIDIA’s Ampere GPU architecture builds on the power of RTX to significantly improve performance of rendering, graphics, AI, and compute.
它利用 GPU 和 CPU 的优势加速应用程序,同时提供迄今为止最简单和最高效的分布式异构编程模型。科学家和工程师可以专注于解决世界上最重要的问题。 图1.Grace Hopper 与 x86 + Hopper 的最终用户应用程序性能模拟(来源: NVIDIA Grace Hopper Architecture whitepaper ) 在这篇文章中,您将了解 Grace Hopper 超级芯片...
NVIDIA A100 Tensor Core GPU Architecture White Paper CUDA: New Features and Beyond NVIDIA Hopper Architecture In-Depth CUDA Docs—— Asynchronous Barrier Controlling Data Movement to Boost Performance on the NVIDIA Ampere Architecture
[GPU硬件架构]NVIDIA Ampere 架构:细粒度结构化稀疏性 细粒度结构化稀疏性(fine-grained structured sparsity ,稀疏性),是助力推动 NVIDIA Ampere 架构 GPU 性能提升的一项全新技术,它不但提高了效率,还使开发者能够通过减少计算操作来加速其神经网络。 图1. A100 fine-grained structured sparsity 稀疏矩阵(sparse mat...
Just as the NVIDIA Ampere Architecture powers the latest gaming laptops, it also powers new NVIDIA Studio laptops. The newest Studio laptops come equipped with pixel-accurate displays, up to 16 GB of video memory, and GPU acceleration that delivers up to 2x rendering performance; up to 8K RAW...
1.4.NVIDIA Ampere GPU Architecture Tuning 1.4.1.Streaming Multiprocessor The NVIDIA Ampere GPU architecture’s Streaming Multiprocessor (SM) provides the following improvements over Volta and Turing. 1.4.1.1.Occupancy The maximum number of concurrent warps per SM remains the same as in Vo...
“After taking the desktop market by storm, our NVIDIA Ampere architecture is now powering the world’s fastest laptops,” said Kaustubh Sanghani, vice president and general manager of GeForce OEM at NVIDIA. “Nowhere does power efficiency matter more than in gaming laptops, a market that’s ...
深度了解 NVIDIA Ampere 架构 今天,在 2020 年 NVIDIA GTC 主题演讲中, NVIDIA 创始人兼 CEO 黄仁勋介绍了基于新 NVIDIA 安培 GPU 架构的新 NVIDIA A100 GPU 。这篇文章介绍了新的 A100 GPU 内部,并描述了 NVIDIA 安培架构 GPUs 的重要新特性。 现代云数据中心运行的计算密集型应用程序的多样性推动了 NVIDIA ...
The Ampere architecture marks an important inflection point for Nvidia. It's the company's first 7nm GPU, or 8nm for the consumer parts. Either way, the process shrink allows for significantly more transistors packed into a smaller area than before. It's also thesecondgeneration of consumer ...
自NVIDIA Ampere 架构开始, 随着 A100 Tensor Core GPU 的推出,NVIDIA GPU 提供了可用于加速推理的细粒度结构化稀疏功能。在本文中,我们将介绍此类稀疏模型的训练方法以保持模型精度,包括基本训练方法、渐进式训练方法以及与 int8 量化的结合。我们还将介绍如何利用 Ampere 架构的结构化稀疏功能进行推...