AMD Radeon Instinct MI300X vs NVIDIA Quadro GV100

Comparison of AMD Radeon Instinct MI300X with 192 GB HBM3 and 19,456 cores vs NVIDIA Quadro GV100 with 32 GB HBM2 and 5,120 cores.

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Performance Rating

AMD Radeon Instinct MI300X outperforms NVIDIA Quadro GV100 by 451.58% in the overall GPU ARK performance rating

A100 A100
H200 H200
MI325X MI325X

AMD Radeon Instinct MI300X

94.1

AMD Radeon Instinct MI300X

94.1
RX 7900 XTX RX 7900 XTX
MI250 MI250
Instinct MI300X Instinct MI300X

NVIDIA Quadro GV100

17.1

NVIDIA Quadro GV100

17.1

Contents:

Memory ML Performance Compute Power Architecture & Compatibility ML Software Support Clocks & Performance Power Consumption Rendering Benchmarks Additional

Memory

Memory Size

🔥 +500% 192 ГБ
32 ГБ

Memory Type

HBM3 HBM2

Memory Bandwidth

🔥 10.3 TB/s
868.4 GB/s

Memory Bus Width

8,192 бит 4,096 бит

ML Performance

FP16 (Half Precision)

🔥 +1,862% 653.7 TFLOPS
33.32 TFLOPS

BF16 (Brain Float)

No No

TF32 (TensorFloat)

No No

Compute Power

FP32 (Single Precision)

🔥 +391% 81.72 TFLOPS
16.66 TFLOPS

FP64 (Double Precision)

🔥 +881% 81.72 TFLOPS
8.33 TFLOPS

CUDA Cores

🔥 +280% 19,456
5,120

RT Cores

No No

Architecture & Compatibility

GPU Architecture

CDNA 3.0 Volta

SM (Streaming Multiprocessor)

No 80

PCIe Version

PCIe 5.0 x16 PCIe 3.0 x16

ML Software Support

CUDA Version

No 7.0

Clocks & Performance

Base Clock

🔥 1,000
1,132

Boost Clock

🔥 +29% 2,100
1,627

Memory Clock

🔥 +198% 2,525
848

Power Consumption

TDP/TGP

750 W
🔥 -67% 250 W

Recommended PSU

1150 W
🔥 -48% 600 W

Power Connector

None 1x 8-pin

Rendering

Texture Units (TMU)

🔥 +280% 1,216
320

ROP

No No

L2 Cache

🔥 +167% 16 MB
6 MB

Benchmarks

MLPerf, llama2-70b-99.9 (UNSET)

1 983 tokens/s

MLPerf, llama2-70b-99.9 (fp16)

1 740 tokens/s

MLPerf, llama2-70b-99.9 (fp8)

1 057 tokens/s

MLPerf, llama3.1-405b (UNSET)

30.4 tokens/s

MLPerf, llama3.1-405b (fp16)

34.8 tokens/s

llama.cpp, llama-2-7b-Q4_0

232.9 tokens/s

MLPerf, mixtral-8x7b (fp8)

5 975 tokens/s

Additional

Slots

OAM Module Dual-slot

Release Date

Dec. 6, 2023 March 27, 2018

Display Outputs

No outputs
4x DisplayPort 1.4a

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