英伟达显卡算力值NVIDIA GPU Compute Capability

以下是英伟达显卡的算力值参考,影响算力值的因素包含CUDA核心数量,GPU核心频率,显存大小/带宽/频率等,AI训练或者其他用途可以作为参考,有一些模型在训练时会提示你当前GPU的算力是多少,有些对任务对算力是有要求的,不满足直接就报错了。

比如使用paddle飞浆框架里的验证环节:

# 验证安装
import paddle
paddle.utils.run_check()
# 输出
Running verify PaddlePaddle program ... 
I0927 16:43:10.852263 16376 interpretercore.cc:237] New Executor is Running.
W0927 16:43:10.852569 16376 gpu_resources.cc:119] Please NOTE: device: 0, GPU Compute Capability: 7.5, Driver API Version: 11.6, Runtime API Version: 11.6
W0927 16:43:10.853487 16376 gpu_resources.cc:149] device: 0, cuDNN Version: 8.9.
I0927 16:43:13.400854 16376 interpreter_util.cc:518] Standalone Executor is Used.
PaddlePaddle works well on 1 GPU.
PaddlePaddle is installed successfully! Let's start deep learning with PaddlePaddle now.

这里使用的就是一张2080显卡,可以看到算力为7.5。

支持CUDA的数据中心产品 CUDA-Enabled Datacenter Products

特斯拉工作站产品 Tesla Workstation Products

GPU Compute Capability
Tesla K80 3.7
Tesla K40 3.5
Tesla K20 3.5
Tesla C2075 2.0
Tesla C2050/C2070 2.0

NVIDIA数据中心产品 NVIDIA Data Center Products

GPU Compute Capability
NVIDIA H100 9.0
NVIDIA L4 8.9
NVIDIA L40 8.9
NVIDIA A100 8.0
NVIDIA A40 8.6
NVIDIA A30 8.0
NVIDIA A10 8.6
NVIDIA A16 8.6
NVIDIA A2 8.6
NVIDIA T4 7.5
NVIDIA V100 7.0
Tesla P100 6.0
Tesla P40 6.1
Tesla P4 6.1
Tesla M60 5.2
Tesla M40 5.2
Tesla K80 3.7
Tesla K40 3.5
Tesla K20 3.5
Tesla K10 3.0

支持CUDA的NVIDIA Quadro和NVIDIA RTX产品 CUDA-Enabled NVIDIA Quadro and NVIDIA RTX

NVIDIA Quadro and NVIDIA RTX Desktop GPUs

GPU Compute Capability
RTX 6000 8.9
RTX A6000 8.6
RTX A5000 8.6
RTX A4000 8.6
T1000 7.5
T600 7.5
T400 7.5
Quadro RTX 8000 7.5
Quadro RTX 6000 7.5
Quadro RTX 5000 7.5
Quadro RTX 4000 7.5
Quadro GV100 7.0
Quadro GP100 6.0
Quadro P6000 6.1
Quadro P5000 6.1
Quadro P4000 6.1
Quadro P2200 6.1
Quadro P2000 6.1
Quadro P1000 6.1
Quadro P620 6.1
Quadro P600 6.1
Quadro P400 6.1
Quadro M6000 24GB 5.2
Quadro M6000 5.2
Quadro K6000 3.5
Quadro M5000 5.2
Quadro K5200 3.5
Quadro K5000 3.0
Quadro M4000 5.2
Quadro K4200 3.0
Quadro K4000 3.0
Quadro M2000 5.2
Quadro K2200 5.0
Quadro K2000 3.0
Quadro K2000D 3.0
Quadro K1200 5.0
Quadro K620 5.0
Quadro K600 3.0
Quadro K420 3.0
Quadro 410 3.0
Quadro Plex 7000 2.0

NVIDIA Quadro and NVIDIA RTX Mobile GPUs

GPU Compute Capability
RTX A5000 8.6
RTX A4000 8.6
RTX A3000 8.6
RTX A2000 8.6
RTX 5000 7.5
RTX 4000 7.5
RTX 3000 7.5
T2000 7.5
T1200 7.5
T1000 7.5
T600 7.5
T500 7.5
P620 6.1
P520 6.1
Quadro P5200 6.1
Quadro P4200 6.1
Quadro P3200 6.1
Quadro P5000 6.1
Quadro P4000 6.1
Quadro P3000 6.1
Quadro P2000 6.1
Quadro P1000 6.1
Quadro P600 6.1
Quadro P500 6.1
Quadro M5500M 5.2
Quadro M2200 5.2
Quadro M1200 5.0
Quadro M620 5.2
Quadro M520 5.0
Quadro K6000M 3.0
Quadro K5200M 3.0
Quadro K5100M 3.0
Quadro M5000M 5.0
Quadro K500M 3.0
Quadro K4200M 3.0
Quadro K4100M 3.0
Quadro M4000M 5.0
Quadro K3100M 3.0
Quadro M3000M 5.0
Quadro K2200M 3.0
Quadro K2100M 3.0
Quadro M2000M 5.0
Quadro K1100M 3.0
Quadro M1000M 5.0
Quadro K620M 5.0
Quadro K610M 3.5
Quadro M600M 5.0
Quadro K510M 3.5
Quadro M500M 5.0

支持CUDA的GeForce和TITAN产品 CUDA-Enabled GeForce and TITAN Products

GeForce和TITAN产品 GeForce and TITAN Products

GPU Compute Capability
GeForce RTX 4090 8.9
GeForce RTX 4080 8.9
GeForce RTX 4070 Ti 8.9
GeForce RTX 3090 Ti 8.6
GeForce RTX 3090 8.6
GeForce RTX 3080 Ti 8.6
GeForce RTX 3080 8.6
GeForce RTX 3070 Ti 8.6
GeForce RTX 3070 8.6
Geforce RTX 3060 Ti 8.6
Geforce RTX 3060 8.6
GeForce GTX 1650 Ti 7.5
NVIDIA TITAN RTX 7.5
Geforce RTX 2080 Ti 7.5
Geforce RTX 2080 7.5
Geforce RTX 2070 7.5
Geforce RTX 2060 7.5
NVIDIA TITAN V 7.0
NVIDIA TITAN Xp 6.1
NVIDIA TITAN X 6.1
GeForce GTX 1080 Ti 6.1
GeForce GTX 1080 6.1
GeForce GTX 1070 Ti 6.1
GeForce GTX 1070 6.1
GeForce GTX 1060 6.1
GeForce GTX 1050 6.1
GeForce GTX TITAN X 5.2
GeForce GTX TITAN Z 3.5
GeForce GTX TITAN Black 3.5
GeForce GTX TITAN 3.5
GeForce GTX 980 Ti 5.2
GeForce GTX 980 5.2
GeForce GTX 970 5.2
GeForce GTX 960 5.2
GeForce GTX 950 5.2
GeForce GTX 780 Ti 3.5
GeForce GTX 780 3.5
GeForce GTX 770 3.0
GeForce GTX 760 3.0
GeForce GTX 750 Ti 5.0
GeForce GTX 750 5.0
GeForce GTX 690 3.0
GeForce GTX 680 3.0
GeForce GTX 670 3.0
GeForce GTX 660 Ti 3.0
GeForce GTX 660 3.0
GeForce GTX 650 Ti BOOST 3.0
GeForce GTX 650 Ti 3.0
GeForce GTX 650 3.0
GeForce GTX 560 Ti 2.1
GeForce GTX 550 Ti 2.1
GeForce GTX 460 2.1
GeForce GTS 450 2.1
GeForce GTS 450* 2.1
GeForce GTX 590 2.0
GeForce GTX 580 2.0
GeForce GTX 570 2.0
GeForce GTX 480 2.0
GeForce GTX 470 2.0
GeForce GTX 465 2.0
GeForce GT 740 3.0
GeForce GT 730 3.5
GeForce GT 730 DDR3,128bit 2.1
GeForce GT 720 3.5
GeForce GT 705* 3.5
GeForce GT 640 (GDDR5) 3.5
GeForce GT 640 (GDDR3) 2.1
GeForce GT 630 2.1
GeForce GT 620 2.1
GeForce GT 610 2.1
GeForce GT 520 2.1
GeForce GT 440 2.1
GeForce GT 440* 2.1
GeForce GT 430 2.1
GeForce GT 430* 2.1

GeForce笔记本电脑产品 GeForce Notebook Products

GPU Compute Capability
GeForce RTX 4090 8.9
GeForce RTX 4080 8.9
GeForce RTX 4070 8.9
GeForce RTX 4060 8.9
GeForce RTX 4050 8.9
GeForce RTX 3080 Ti 8.6
GeForce RTX 3080 8.6
GeForce RTX 3070 Ti 8.6
GeForce RTX 3070 8.6
GeForce RTX 3060 Ti 8.6
GeForce RTX 3060 8.6
GeForce RTX 3050 Ti 8.6
GeForce RTX 3050 8.6
Geforce RTX 2080 7.5
Geforce RTX 2070 7.5
Geforce RTX 2060 7.5
GeForce GTX 1080 6.1
GeForce GTX 1070 6.1
GeForce GTX 1060 6.1
GeForce GTX 980 5.2
GeForce GTX 980M 5.2
GeForce GTX 970M 5.2
GeForce GTX 965M 5.2
GeForce GTX 960M 5.0
GeForce GTX 950M 5.0
GeForce 940M 5.0
GeForce 930M 5.0
GeForce 920M 3.5
GeForce 910M 5.2
GeForce GTX 880M 3.0
GeForce GTX 870M 3.0
GeForce GTX 860M 3.0/5.0(**)
GeForce GTX 850M 5.0
GeForce 840M 5.0
GeForce 830M 5.0
GeForce 820M 2.1
GeForce 800M 2.1
GeForce GTX 780M 3.0
GeForce GTX 770M 3.0
GeForce GTX 765M 3.0
GeForce GTX 760M 3.0
GeForce GTX 680MX 3.0
GeForce GTX 680M 3.0
GeForce GTX 675MX 3.0
GeForce GTX 675M 2.1
GeForce GTX 670MX 3.0
GeForce GTX 670M 2.1
GeForce GTX 660M 3.0
GeForce GT 755M 3.0
GeForce GT 750M 3.0
GeForce GT 650M 3.0
GeForce GT 745M 3.0
GeForce GT 645M 3.0
GeForce GT 740M 3.0
GeForce GT 730M 3.0
GeForce GT 640M 3.0
GeForce GT 640M LE 3.0
GeForce GT 735M 3.0
GeForce GT 635M 2.1
GeForce GT 730M 3.0
GeForce GT 630M 2.1
GeForce GT 625M 2.1
GeForce GT 720M 2.1
GeForce GT 620M 2.1
GeForce 710M 2.1
GeForce 705M 2.1
GeForce 610M 2.1
GeForce GTX 580M 2.1
GeForce GTX 570M 2.1
GeForce GTX 560M 2.1
GeForce GT 555M 2.1
GeForce GT 550M 2.1
GeForce GT 540M 2.1
GeForce GT 525M 2.1
GeForce GT 520MX 2.1
GeForce GT 520M 2.1
GeForce GTX 485M 2.1
GeForce GTX 470M 2.1
GeForce GTX 460M 2.1
GeForce GT 445M 2.1
GeForce GT 435M 2.1
GeForce GT 420M 2.1
GeForce GT 415M 2.1
GeForce GTX 480M 2.0
GeForce 710M 2.1
GeForce 410M 2.1
英伟达显卡算力值NVIDIA GPU Compute Capability

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