Nvidia GPU Basics

 

本文简要介绍Nvidia GPU架构的概念,产品分类以及应用场景等。

 

GPU Architecture


 

nv_gpu_arch_cmp

 

NVIDIA GPU Functional Unit Types

 

 

Architecture Roadmaps


 

NV在2017的GTC上推出Volta架构,预计第一款Volta架构的GPU芯片GV100将于今年(2017)四季度或明年初推出

 

GPU-Roadmap-GTC-2015-Bandwidth GPU-Roadmap-GTC-2015-HGEMM

GPU-Roadmap-GTC-2015-Memory-Capacity

GPU-Roadmap-GTC-2015-SGEMM

nv_gpu_cmp

Products


 

nv_one_arch

 

  • Tesla

Tesla

  • Quadro

Quadro

  • NVS

NVS

  • GeForce

GeForce

 

 

 

Machine Learning


 

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参考资料


 

1. GPU Roadmaps -Videocards

2. NVIDIA Volta Unveiled: GV100 GPU and Tesla V100 Accelerator Announced -Anandtech

3. Machine Learning -Nvidia

4. NVIDIA GPU Microarchitecture -LSU Lecture

5. Nvidia Volta GPU Launch Confirmed For 2017 -WCCFTECH

6. Nvidia Tesla V100 -Nvidia

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