عنوان فارسی مقاله: مروری بر واحد پردازش گرافیکی


عنوان انگلیسی مقاله:

GPGPU overview






 

فهرست مطالب

GPGPU overview 

Graphics Processing Unit (GPU)

CPU and GPU

A powerful CPU or many less powerful CPUs?

Flop rate of CPU and GPU

Compute Unified Device Architecture (CUDA)

Fermi architecture

Fermi Streaming Multiprocessor (SM)

SIMT and warp scheduler

Warp scheduler

NVIDIA GPUs (toward general purpose computing)

Typical CPU-GPU system

Bandwidth in a CPU-GPU system

GPU as a co-processor

GPGPU constraints

 





بخشی از مقاله

SIMT and warp scheduler

SIMT: Single instruction, multi-thread

Threads in groups (or 16, 32) that are scheduled together call warp.

All threads in a warp start at the same PC, but free to branch and execute independently.

A warp executes one common instruction at a time

To execute different instructions at different threads, the instructions are executed serially

To get efficiency, we want all instructions in a warp to be the same.

SIMT is basically SIMD that emulates MIMD (programmers don’t feel they are using SIMD). 








 

کلمات کلیدی: 

[PDF]The GPGPU Programming Model Overview Stream Programming ... graphics.cs.ucdavis.edu/~lefohn/work/gpgpuVis05/PDFs/C.owens.mapping.pdf The GPGPU Programming Model. John Owens. University of California, Davis. 2. Overview. • Data-parallel programming basics. • The GPU as a data-parallel ... GOOPAX - Overview www.goopax.com/ GOOPAX is a programming system for GPGPU applications, based on language-embedded programming. GPU vs CPU? What is GPU Computing? | NVIDIA www.nvidia.com › NVIDIA Home › Products › Data Center GPU-accelerated computing is the use of a graphics processing unit (GPU) together with a CPU to accelerate deep learning, analytics, and engineering ... [PDF]Book Introduction To Gpgpu For Ai (PDF, ePub, Mobi) php7.intranet.arendonk.be/introduction_to_gpgpu_for_ai.pdf Need to access completely for Ebook PDF introduction to gpgpu for ai? ebook download for ... overview on gpgpu and cuda • gpu and cuda alternatives . Searches related to GPGPU overview gpu architecture overview introduction to gpu architecture gpu architecture wiki gpu architecture book gpu architecture tutorial gpu architecture basics gpu architecture nvidia gpu architecture pdf