NVIDIA Tesla V100 SXM2 32 GB vs AMD Radeon Instinct MI50

VS

NVIDIA Tesla V100 SXM2 32 GB

AMD Radeon Instinct MI50

We compared two Professional market GPUs: 32GB VRAM Tesla V100 SXM2 32 GB and 16GB VRAM Radeon Instinct MI50 to see which GPU has better performance in key specifications, benchmark tests, power consumption, etc.

Main Differences

NVIDIA Tesla V100 SXM2 32 GB 's Advantages

More VRAM (32GB vs 16GB)

1280 additional rendering cores

Lower TDP (250W vs 300W)

AMD Radeon Instinct MI50 's Advantages

Released 8 months late

Boost Clock has increased by 14% (1746MHz vs 1530MHz)

Larger VRAM bandwidth (1020GB/s vs 897.0GB/s)

Score

Benchmark

FP32 (float)

Tesla V100 SXM2 32 GB +16%

15.67 TFLOPS

Radeon Instinct MI50

13.41 TFLOPS

Tesla V100 SXM2 32 GB

VS

Radeon Instinct MI50

Graphics Card

Mar 2018

Release Date

Nov 2018

Tesla

Generation

Radeon Instinct

Professional

Type

Professional

PCIe 3.0 x16

Bus Interface

PCIe 4.0 x16

Clock Speeds

1290 MHz

Base Clock

1200 MHz

1530 MHz

Boost Clock

1746 MHz

876 MHz

Memory Clock

1000 MHz

Memory

32GB

Memory Size

16GB

HBM2

Memory Type

HBM2

4096bit

Memory Bus

4096bit

897.0GB/s

Bandwidth

1020GB/s

Render Config

-

Compute Units

60

80

SM Count

-

5120

Shading Units

3840

320

TMUs

240

128

ROPs

64

640

Tensor Cores

-

128 KB (per SM)

L1 Cache

16 KB (per CU)

6 MB

L2 Cache

4 MB

-

Theoretical Performance

195.8 GPixel/s

Pixel Rate

111.7 GPixel/s

489.6 GTexel/s

Texture Rate

419.0 GTexel/s

31.33 TFLOPS

FP16 (half)

26.82 TFLOPS

15.67 TFLOPS

FP32 (float)

13.41 TFLOPS

7.834 TFLOPS

FP64 (double)

6.705 TFLOPS

Board Design

250W

TDP

300W

600 W

Suggested PSU

700 W

No outputs

Outputs

1x mini-DisplayPort 1.4a

None

Power Connectors

2x 8-pin

Graphics Processor

GV100

GPU Name

Vega 20

-

GPU Variant

Vega 20 GLXT

Volta

Architecture

GCN 5.1

TSMC

Foundry

TSMC

12 nm

Process Size

7 nm

21.1 billion

Transistors

13.23 billion

815 mm²

Die Size

331 mm²

Graphics Features

12 (12_1)

DirectX

12 (12_1)

4.6

OpenGL

4.6

3.0

OpenCL

2.1

1.3

Vulkan

1.3

7.0

CUDA

-

6.6

Shader Model

6.7

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