NVIDIA Tesla V100 PCIe 32 GB vs AMD Instinct MI300A

VS

NVIDIA Tesla V100 PCIe 32 GB

AMD Instinct MI300A

We compared two Professional market GPUs: 32GB VRAM Tesla V100 PCIe 32 GB and 128GB VRAM AMD Instinct MI300A to see which GPU has better performance in key specifications, benchmark tests, power consumption, etc.

Main Differences

NVIDIA Tesla V100 PCIe 32 GB 's Advantages

Lower TDP (250W vs 760W)

AMD Instinct MI300A 's Advantages

Released 5 years and 9 months late

Boost Clock has increased by 52% (2100MHz vs 1380MHz)

More VRAM (128GB vs 32GB)

Larger VRAM bandwidth (5300GB/s vs 897.0GB/s)

9472 additional rendering cores

Score

Benchmark

FP32 (float)

Tesla V100 PCIe 32 GB

14.13 TFLOPS

AMD Instinct MI300A +767%

122.6 TFLOPS

Tesla V100 PCIe 32 GB

VS

AMD Instinct MI300A

Graphics Card

Mar 2018

Release Date

Dec 2023

Tesla

Generation

Instinct

Professional

Type

Professional

PCIe 3.0 x16

Bus Interface

PCIe 5.0 x16

Clock Speeds

1230 MHz

Base Clock

1000 MHz

1380 MHz

Boost Clock

2100 MHz

876 MHz

Memory Clock

5200 MHz

Memory

32GB

Memory Size

128GB

HBM2

Memory Type

HBM3

4096bit

Memory Bus

8192bit

897.0GB/s

Bandwidth

5300GB/s

Render Config

-

Compute Units

228

80

SM Count

-

5120

Shading Units

14592

320

TMUs

880

128

ROPs

0

640

Tensor Cores

-

128 KB (per SM)

L1 Cache

16 KB (per CU)

6 MB

L2 Cache

16 MB

-

Theoretical Performance

176.6 GPixel/s

Pixel Rate

0 MPixel/s

441.6 GTexel/s

Texture Rate

1496 GTexel/s

28.26 TFLOPS

FP16 (half)

980.6 TFLOPS

14.13 TFLOPS

FP32 (float)

122.6 TFLOPS

7.066 TFLOPS

FP64 (double)

61.3 TFLOPS

Board Design

250W

TDP

760W

600 W

Suggested PSU

1000 W

No outputs

Outputs

No outputs

2x 8-pin

Power Connectors

None

Graphics Processor

GV100

GPU Name

MI300

-

Volta

Architecture

CDNA 3.0

TSMC

Foundry

TSMC

12 nm

Process Size

5 nm

21.1 billion

Transistors

146 billion

815 mm²

Die Size

1017 mm²

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

-

6.6

Shader Model

N/A

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