NVIDIA Tesla V100 PCIe 16 GB vs NVIDIA A100 PCIe

VS

NVIDIA Tesla V100 PCIe 16 GB

NVIDIA A100 PCIe

AI GPU We compared a Professional market GPU: 16GB VRAM Tesla V100 PCIe 16 GB and a GPU: 40GB VRAM A100 PCIe to see which GPU has better performance in key specifications, benchmark tests, power consumption, etc.

Main Differences

NVIDIA A100 PCIe 's Advantages

Released 3 years late

Boost Clock has increased by 2% (1410MHz vs 1380MHz)

More VRAM (40GB vs 16GB)

Larger VRAM bandwidth (1555GB/s vs 897.0GB/s)

1792 additional rendering cores

Lower TDP (250W vs 300W)

Score

Benchmark

FP32 (float)

Tesla V100 PCIe 16 GB

14.13 TFLOPS

A100 PCIe +37%

19.49 TFLOPS

Tesla V100 PCIe 16 GB

VS

A100 PCIe

Graphics Card

Jun 2017

Release Date

Jun 2020

Tesla

Generation

Tesla

Professional

Type

AI GPU

PCIe 3.0 x16

Bus Interface

PCIe 4.0 x16

Clock Speeds

1245 MHz

Base Clock

765 MHz

1380 MHz

Boost Clock

1410 MHz

876 MHz

Memory Clock

1215 MHz

Memory

16GB

Memory Size

40GB

HBM2

Memory Type

HBM2e

4096bit

Memory Bus

5120bit

897.0GB/s

Bandwidth

1555GB/s

Render Config

-

80

SM Count

108

5120

Shading Units

6912

320

TMUs

432

128

ROPs

160

640

Tensor Cores

432

-

128 KB (per SM)

L1 Cache

192 KB (per SM)

6 MB

L2 Cache

40 MB

-

Theoretical Performance

176.6 GPixel/s

Pixel Rate

225.6 GPixel/s

441.6 GTexel/s

Texture Rate

609.1 GTexel/s

28.26 TFLOPS

FP16 (half)

77.97 TFLOPS

14.13 TFLOPS

FP32 (float)

19.49 TFLOPS

7.066 TFLOPS

FP64 (double)

9.746 TFLOPS

Board Design

300W

TDP

250W

700 W

Suggested PSU

600 W

No outputs

Outputs

No outputs

2x 8-pin

Power Connectors

8-pin EPS

Graphics Processor

GV100

GPU Name

GA100

-

Volta

Architecture

Ampere

TSMC

Foundry

TSMC

12 nm

Process Size

7 nm

21.1 billion

Transistors

54.2 billion

815 mm²

Die Size

826 mm²

Graphics Features

12 (12_1)

DirectX

N/A

4.6

OpenGL

N/A

3.0

OpenCL

3.0

1.3

Vulkan

N/A

7.0

CUDA

8.0

6.6

Shader Model

N/A

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