AMD Radeon Instinct MI325X vs NVIDIA Quadro 4000

Comparison of AMD Radeon Instinct MI325X with 288 GB HBM3e and 19,456 cores vs NVIDIA Quadro 4000 with 2 GB GDDR5 and 256 cores.

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Performance Rating

AMD Radeon Instinct MI325X outperforms NVIDIA Quadro 4000 by 188.43% in the overall GPU ARK performance rating

A100 A100
H200 H200
MI325X MI325X

AMD Radeon Instinct MI325X

100.0

AMD Radeon Instinct MI325X

100.0
RX 7900 XTX RX 7900 XTX
MI250 MI250
Instinct MI300X Instinct MI300X

NVIDIA Quadro 4000

34.7

NVIDIA Quadro 4000

34.7

Contents:

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

Memory

Memory Size

🔥 +14,300% 288 ГБ
2 ГБ

Memory Type

HBM3e GDDR5

Memory Bandwidth

🔥 10.3 TB/s
89.86 GB/s

Memory Bus Width

8,192 бит 256 бит

ML Performance

FP16 (Half Precision)

🔥 653.7 TFLOPS
No

BF16 (Brain Float)

No No

TF32 (TensorFloat)

No No

Compute Power

FP32 (Single Precision)

🔥 81.72 TFLOPS
486.4 TFLOPS

FP64 (Double Precision)

🔥 +33,502% 81.72 TFLOPS
0.2432 TFLOPS

CUDA Cores

🔥 +7,500% 19,456
256

RT Cores

No No

Architecture & Compatibility

GPU Architecture

CDNA 3.0 Fermi

SM (Streaming Multiprocessor)

No 8

PCIe Version

PCIe 5.0 x16 PCIe 2.0 x16

ML Software Support

CUDA Version

No 2.0

Clocks & Performance

Base Clock

🔥 1,000
No

Boost Clock

🔥 2,100
No

Memory Clock

🔥 +260% 2,525
702

Power Consumption

TDP/TGP

1000 W
🔥 -86% 142 W

Recommended PSU

1400 W
🔥 -79% 300 W

Power Connector

None 1x 6-pin

Rendering

Texture Units (TMU)

🔥 +3,700% 1,216
32

ROP

No No

L2 Cache

🔥 16 MB
512 KB

Benchmarks

MLPerf, llama2-70b-99.9 (Dummy)

3 596 tokens/s

MLPerf, llama2-70b-99.9 (fp8)

1 946 tokens/s

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

22.4 tokens/s

MLPerf, mixtral-8x7b (fp8)

6 975 tokens/s

Additional

Slots

OAM Module Single-slot

Release Date

Oct. 15, 2024 Nov. 2, 2010

Display Outputs

No outputs
1x DVI
2x DisplayPort

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