NVIDIA Tesla V100 SXM2 16 GB vs AMD Radeon Instinct MI8

VS

NVIDIA Tesla V100 SXM2 16 GB AMD Radeon Instinct MI8

We compared two Professional market GPUs: 16GB VRAM Tesla V100 SXM2 16 GB and 4GB VRAM Radeon Instinct MI8 to see which GPU has better performance in key specifications, benchmark tests, power consumption, etc.

Main Differences

NVIDIA Tesla V100 SXM2 16 GB 's Advantages

Released 2 years and 11 months late

Boost Clock1597MHz

More VRAM (16GB vs 4GB)

Larger VRAM bandwidth (1133GB/s vs 512.0GB/s)

1024 additional rendering cores

AMD Radeon Instinct MI8 's Advantages

Lower TDP (175W vs 250W)

Score

Benchmark

FP32 (float)

Tesla V100 SXM2 16 GB +99%

16.35 TFLOPS

Radeon Instinct MI8

8.192 TFLOPS

Tesla V100 SXM2 16 GB

VS

Radeon Instinct MI8

Graphics Card

Nov 2019

Release Date

Dec 2016

Tesla

Generation

Radeon Instinct

Professional

Type

Professional

PCIe 3.0 x16

Bus Interface

PCIe 3.0 x16

Clock Speeds

1245 MHz

Base Clock

-

1597 MHz

Boost Clock

-

1106 MHz

Memory Clock

500 MHz

Memory

16GB

Memory Size

4GB

HBM2

Memory Type

HBM

4096bit

Memory Bus

4096bit

1133GB/s

Bandwidth

512.0GB/s

Render Config

80

SM Count

-

Compute Units

64

5120

Shading Units

4096

320

TMUs

256

128

ROPs

64

640

Tensor Cores

-

RT Cores

-

128 KB (per SM)

L1 Cache

16 KB (per CU)

6 MB

L2 Cache

2 MB

Theoretical Performance

204.4 GPixel/s

Pixel Rate

64.00 GPixel/s

511.0 GTexel/s

Texture Rate

256.0 GTexel/s

32.71 TFLOPS

FP16 (half)

8.192 TFLOPS

16.35 TFLOPS

FP32 (float)

8.192 TFLOPS

8.177 TFLOPS

FP64 (double)

512.0 GFLOPS

Graphics Processor

GV100

GPU Name

Fiji

-

GPU Variant

Fiji XT CA (215-0862120)

Volta

Architecture

GCN 3.0

TSMC

Foundry

TSMC

12 nm

Process Size

28 nm

21.1 billion

Transistors

8.9 billion

815 mm²

Die Size

596 mm²

Board Design

250W

TDP

175W

600 W

Suggested PSU

450 W

No outputs

Outputs

No outputs

None

Power Connectors

1x 8-pin

Graphics Features

12 (12_1)

DirectX

12 (12_0)

4.6

OpenGL

4.6

3.0

OpenCL

2.1

1.3

Vulkan

1.2.170

7.0

CUDA

-

6.6

Shader Model

6.5

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