AMD Radeon Instinct MI250 vs NVIDIA Tesla V100 DGXS 32 GB

VS

AMD Radeon Instinct MI250 NVIDIA Tesla V100 DGXS 32 GB

We compared two Professional market GPUs: 128GB VRAM Radeon Instinct MI250 and 32GB VRAM Tesla V100 DGXS 32 GB to see which GPU has better performance in key specifications, benchmark tests, power consumption, etc.

Main Differences

AMD Radeon Instinct MI250 's Advantages

Released 3 years and 8 months late

Boost Clock has increased by 11% (1700MHz vs 1530MHz)

More VRAM (128GB vs 32GB)

Larger VRAM bandwidth (3277GB/s vs 897.0GB/s)

8192 additional rendering cores

NVIDIA Tesla V100 DGXS 32 GB 's Advantages

Lower TDP (250W vs 500W)

Score

Benchmark

FP32 (float)

Radeon Instinct MI250 +188%

45.26 TFLOPS

Tesla V100 DGXS 32 GB

15.67 TFLOPS

Radeon Instinct MI250

VS

Tesla V100 DGXS 32 GB

Graphics Card

Nov 2021

Release Date

Mar 2018

Radeon Instinct

Generation

Tesla

Professional

Type

Professional

PCIe 4.0 x16

Bus Interface

PCIe 3.0 x16

Clock Speeds

1000 MHz

Base Clock

1297 MHz

1700 MHz

Boost Clock

1530 MHz

1600 MHz

Memory Clock

876 MHz

Memory

128GB

Memory Size

32GB

HBM2e

Memory Type

HBM2

8192bit

Memory Bus

4096bit

3277GB/s

Bandwidth

897.0GB/s

Render Config

-

SM Count

80

208

Compute Units

-

13312

Shading Units

5120

832

TMUs

320

0

ROPs

128

-

Tensor Cores

640

-

RT Cores

-

16 KB (per CU)

L1 Cache

128 KB (per SM)

16 MB

L2 Cache

6 MB

Theoretical Performance

0 MPixel/s

Pixel Rate

195.8 GPixel/s

1414 GTexel/s

Texture Rate

489.6 GTexel/s

362.1 TFLOPS

FP16 (half)

31.33 TFLOPS

45.26 TFLOPS

FP32 (float)

15.67 TFLOPS

45.26 TFLOPS

FP64 (double)

7.834 TFLOPS

Graphics Processor

Aldebaran

GPU Name

GV100

Aldebaran

GPU Variant

-

CDNA 2.0

Architecture

Volta

TSMC

Foundry

TSMC

6 nm

Process Size

12 nm

58.2 billion

Transistors

21.1 billion

Unknown

Die Size

815 mm²

Board Design

500W

TDP

250W

900 W

Suggested PSU

600 W

No outputs

Outputs

No outputs

2x 8-pin

Power Connectors

None

Graphics Features

N/A

DirectX

12 (12_1)

N/A

OpenGL

4.6

3.0

OpenCL

3.0

N/A

Vulkan

1.3

-

CUDA

7.0

N/A

Shader Model

6.6

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