The NVIDIA A100 Tensor Core GPU powers the modern data center by accelerating AI and HPC at every scale.
To help feed the powerful new H100 Tensor Cores, data fetch efficiency is improved with the new Tensor Memory Accelerator (TMA), which can transfer large blocks of data and multidimensional tensors from global memory to shared memory and back again. TMA operations are launched using a copy desc...
NVIDIA H100 Tensor Core GPU securely accelerates workloads from Enterprise to Exascale HPC and Trillion Parameter AI.
For more detailed information on ethical considerations for this model, please see the Model Card++ Explainability, Bias, Safety & Security, and Privacy Subcards. Please report security vulnerabilities or NVIDIA AI Concernshere. Get started with TensorRT today, and use the right inference tools to ...
NVIDIA Hopper 是第一款真正的异步 GPU 。它的 Tensor Memory Accelerator ( TMA )和异步事务屏障使线程能够重叠和流水线无关的数据移动和数据处理,使应用程序能够充分利用所有单元。 新的空间和时间局部特性,如线程块集群、分布式共享内存和线程块重新配置,为应用程序提供了对更大量共享内存和工具的快速访问。这使应用...
Tensor Memory Accelerator TensorCore计算能力上来了,那IO也得对应升级一下。TMA则是针对数据从Global Memory传输到Shared Memory而生。 TMA编程模型是单线程的,即一个线程束内,会随机选一个线程用来异步操作,其他线程则等待数据完成传输。 这一硬件也解放了线程,以往地址计算和数据搬运是需要线程执行,而这一次都由TMA...
NVIDIA Hopper 是第一款真正的异步 GPU 。它的 Tensor Memory Accelerator ( TMA )和异步事务屏障使线程能够重叠和流水线无关的数据移动和数据处理,使应用程序能够充分利用所有单元。 新的空间和时间局部特性,如线程块集群、分布式共享内存和线程块重新配置,为应用程序提供了对更大量共享内存和工具的快速访问。这使应用...
NVIDIA H100 Tensor Core GPU Built with 80 billion transistors using a cutting-edge TSMC 4N process custom tailored for NVIDIA's accelerated compute needs, H100 is the world's most advanced chip ever built. It features major advances to accelerate AI, HPC, memory bandwidth, interconnect, and ...
NVIDIA A100 Tensor Core technology supports a broad range of math precisions, providing a single accelerator for every workload. The latest generation A100 80GB doubles GPU memory and debuts the world's fastest memory bandwidth at 2 terabytes per second (TB/s), speeding time to solution for ...
第四代SXM: 基于 Ampere 的 GPU(例如 NVIDIA A100 Tensor Core GPU ) 第五代SXM: 基于 Hopper 的 GPU SXM Socket的特定型号产品逗比PCIe同代产品具有更高的GPU性能: 配置更高的GPU Memory并且具备更大的GPU Memory Bandwidth SXM 板通常带有四个或八个 GPU 插槽,NVIDIA提供预制的NVIDIA HGX板,使得基于SXM的GP...