AMD Radeon Instinct MI8 vs NVIDIA Tesla V100 SXM2 16 GB

VS

AMD Radeon Instinct MI8 NVIDIA Tesla V100 SXM2 16 GB

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

Main Differences

AMD Radeon Instinct MI8 's Advantages

Lower TDP (175W vs 250W)

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

Score

Benchmark

FP32 (float)

Radeon Instinct MI8

8.192 TFLOPS

Tesla V100 SXM2 16 GB +99%

16.35 TFLOPS

Radeon Instinct MI8

VS

Tesla V100 SXM2 16 GB

Graphics Card

Dec 2016

Release Date

Nov 2019

Radeon Instinct

Generation

Tesla

Professional

Type

Professional

PCIe 3.0 x16

Bus Interface

PCIe 3.0 x16

Clock Speeds

-

Base Clock

1245 MHz

-

Boost Clock

1597 MHz

500 MHz

Memory Clock

1106 MHz

Memory

4GB

Memory Size

16GB

HBM

Memory Type

HBM2

4096bit

Memory Bus

4096bit

512.0GB/s

Bandwidth

1133GB/s

Render Config

-

SM Count

80

64

Compute Units

-

4096

Shading Units

5120

256

TMUs

320

64

ROPs

128

-

Tensor Cores

640

-

RT Cores

-

16 KB (per CU)

L1 Cache

128 KB (per SM)

2 MB

L2 Cache

6 MB

Theoretical Performance

64.00 GPixel/s

Pixel Rate

204.4 GPixel/s

256.0 GTexel/s

Texture Rate

511.0 GTexel/s

8.192 TFLOPS

FP16 (half)

32.71 TFLOPS

8.192 TFLOPS

FP32 (float)

16.35 TFLOPS

512.0 GFLOPS

FP64 (double)

8.177 TFLOPS

Graphics Processor

Fiji

GPU Name

GV100

Fiji XT CA (215-0862120)

GPU Variant

-

GCN 3.0

Architecture

Volta

TSMC

Foundry

TSMC

28 nm

Process Size

12 nm

8.9 billion

Transistors

21.1 billion

596 mm²

Die Size

815 mm²

Board Design

175W

TDP

250W

450 W

Suggested PSU

600 W

No outputs

Outputs

No outputs

1x 8-pin

Power Connectors

None

Graphics Features

12 (12_0)

DirectX

12 (12_1)

4.6

OpenGL

4.6

2.1

OpenCL

3.0

1.2.170

Vulkan

1.3

-

CUDA

7.0

6.5

Shader Model

6.6

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