AMD Instinct MI300A vs NVIDIA Tesla V100 PCIe 32 GB

VS

AMD Instinct MI300A NVIDIA Tesla V100 PCIe 32 GB

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

Main Differences

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

NVIDIA Tesla V100 PCIe 32 GB 's Advantages

Lower TDP (250W vs 760W)

Score

Benchmark

FP32 (float)

AMD Instinct MI300A +767%

122.6 TFLOPS

Tesla V100 PCIe 32 GB

14.13 TFLOPS

AMD Instinct MI300A

VS

Tesla V100 PCIe 32 GB

Graphics Card

Dec 2023

Release Date

Mar 2018

Instinct

Generation

Tesla

Professional

Type

Professional

PCIe 5.0 x16

Bus Interface

PCIe 3.0 x16

Clock Speeds

1000 MHz

Base Clock

1230 MHz

2100 MHz

Boost Clock

1380 MHz

5200 MHz

Memory Clock

876 MHz

Memory

128GB

Memory Size

32GB

HBM3

Memory Type

HBM2

8192bit

Memory Bus

4096bit

5300GB/s

Bandwidth

897.0GB/s

Render Config

-

SM Count

80

228

Compute Units

-

14592

Shading Units

5120

880

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

176.6 GPixel/s

1496 GTexel/s

Texture Rate

441.6 GTexel/s

980.6 TFLOPS

FP16 (half)

28.26 TFLOPS

122.6 TFLOPS

FP32 (float)

14.13 TFLOPS

61.3 TFLOPS

FP64 (double)

7.066 TFLOPS

Graphics Processor

MI300

GPU Name

GV100

-

GPU Variant

-

CDNA 3.0

Architecture

Volta

TSMC

Foundry

TSMC

5 nm

Process Size

12 nm

146 billion

Transistors

21.1 billion

1017 mm²

Die Size

815 mm²

Board Design

760W

TDP

250W

1000 W

Suggested PSU

600 W

No outputs

Outputs

No outputs

None

Power Connectors

2x 8-pin

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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