Implementation Of CUDA Abstractions Persistent Thread CUDA Programming Styles CUDA Summary Basic CPU Architecture Superscalar - Core : 单核单线程。Two-way 超标量核心:每个时钟周期可以跑两条相互独立的标量指令 具有SIMD功能的处理器:单核单线程,但是一个时钟周期内可以计算位宽为8的一个向量指令 异构超标量处理...
另外还有特别多有意思的项目,例如用CUDA加速的VPM做气流模拟还有点云配准;有WebGPU上复现今年SIGGRAPH那一篇NPR+光追的项目。总的来说还是很推荐大家逛逛所有期末大作业的:CIS 5650 - Student Projects | CIS 5650 GPU Programming and Architecture。 具体课程体验先放一边下次再讲(又在挖坑)。我发现知乎上似乎surfel-...
虚拟GPU结构(Virtual Architecture) 真实GPU结构(Real Architecture) PTX实际就是Virtual Architecture的汇编产物,它是一种指令集,由于考虑的只是逻辑架构,因此它可以在不同物理架构的GPU上使用。而SASS则是对应的Real Architecture,它是实际运行在物理设备上的指令集。在实际编译过程中,它们分别对应着生成.ptx和.cubin两...
This chapter provides an overview of GPU architectures and CUDA programming. The performance of the same graph algorithms on multi-core CPU and GPU are usually very different. Intricacies of thread scheduling, barrier synchronization, warp based execution, memory hierarchy, and their effects on graph...
虚拟GPU结构(Virtual Architecture) 真实GPU结构(Real Architecture) PTX实际就是Virtual Architecture的汇编产物,它是一种指令集,由于考虑的只是逻辑架构,因此它可以在不同物理架构的GPU上使用。而SASS则是对应的Real Architecture,它是实际运行在物理设备上的指令集。在实际编译过程中,它们分别对应着生成.ptx和.cubin两...
Fermi Architecture (2010) Tesla Architecture (2006) Curie Architecture 2004) Rankine (2003) Kelvin (2001) Celsius (1999) Accelerated Computing NVIDIA accelerated computing platforms power the new era of computing, performing exponentially more work in less time with greater energy efficiency and less ...
Fermi Architecture (2010) Tesla Architecture (2006) Curie Architecture 2004) Rankine (2003) Kelvin (2001) Celsius (1999) Accelerated Computing NVIDIA accelerated computing platforms power the new era of computing, performing exponentially more work in less time with greater energy efficiency and less ...
The Hopper GPU architecture delivers the next massive leap in accelerated data center platforms, securely scaling diverse workloads.
CUDA®.A parallel computing technology from NVIDIA®that consists of a parallel computing architecture and developer tools, libraries, and programming directives for GPU computing. Device.A hardware card containing the GPU and its associated memory. ...
Figure 30-6 The GeForce 6 Series Architecture Viewed as a Graphics Pipeline In this alternative view, a GPU can be seen as a large amount of programmable floating-point horsepower and memory bandwidth that can be exploited for compute-intensive applications completely unrelated to...