NVIDIA Tesla V100 PCIe 16 GB vs NVIDIA A100 SXM4 40 GB

VS

NVIDIA Tesla V100 PCIe 16 GB NVIDIA A100 SXM4 40 GB

AI GPU We compared a Professional market GPU: 16GB VRAM Tesla V100 PCIe 16 GB and a GPU: 40GB VRAM A100 SXM4 40 GB to see which GPU has better performance in key specifications, benchmark tests, power consumption, etc.

Main Differences

NVIDIA Tesla V100 PCIe 16 GB 's Advantages

Lower TDP (300W vs 400W)

NVIDIA A100 SXM4 40 GB 's Advantages

Released 2 years and 11 months 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

Score

Benchmark

FP32 (float)

Tesla V100 PCIe 16 GB

14.13 TFLOPS

A100 SXM4 40 GB +37%

19.49 TFLOPS

OctaneBench

Tesla V100 PCIe 16 GB

352

A100 SXM4 40 GB +43%

505

Tesla V100 PCIe 16 GB

VS

A100 SXM4 40 GB

Graphics Card

Jun 2017

Release Date

May 2020

Tesla

Generation

Tesla Ampere

Professional

Type

AI GPU

PCIe 3.0 x16

Bus Interface

PCIe 4.0 x16

Clock Speeds

1245 MHz

Base Clock

1095 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

-

Compute Units

-

5120

Shading Units

6912

320

TMUs

432

128

ROPs

160

640

Tensor Cores

432

-

RT Cores

-

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

Graphics Processor

GV100

GPU Name

GA100

-

GPU Variant

-

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

Board Design

300W

TDP

400W

700 W

Suggested PSU

800 W

No outputs

Outputs

No outputs

2x 8-pin

Power Connectors

None

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

Related GPU Comparisons

1

NVIDIA Tesla V100 PCIe 16 GB vs NVIDIA A10G

2

NVIDIA GeForce RTX 4070 Ti vs NVIDIA Tesla V100 PCIe 16 GB

3

NVIDIA Tesla K80 vs NVIDIA Tesla V100 PCIe 16 GB

4

NVIDIA A100 PCIe 80 GB vs NVIDIA Tesla V100 PCIe 16 GB

5

NVIDIA RTX A4000 vs NVIDIA Tesla V100 PCIe 16 GB

6

NVIDIA Tesla V100 PCIe 16 GB vs NVIDIA H100 SXM5

7

NVIDIA Tesla V100 PCIe 16 GB vs NVIDIA Quadro RTX 6000

8

NVIDIA Tesla V100 PCIe 16 GB vs NVIDIA Quadro 4000 Mac Edition

9

NVIDIA Tesla V100 PCIe 16 GB vs NVIDIA Quadro Plex 2100 D4

10

NVIDIA Tesla V100 PCIe 16 GB vs NVIDIA Tesla P100 PCIe 16 GB