AMD Radeon Instinct MI325X vs NVIDIA RTX 4000 Ada Generation

Comparison of AMD Radeon Instinct MI325X with 288 GB HBM3e and 19,456 cores vs NVIDIA RTX 4000 Ada Generation with 20 GB GDDR6 and 6,144 cores.

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Performance Rating

AMD Radeon Instinct MI325X outperforms NVIDIA RTX 4000 Ada Generation by 700.0% 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 RTX 4000 Ada Generation

12.5

NVIDIA RTX 4000 Ada Generation

12.5

Contents:

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

Memory

Memory Size

🔥 +1,340% 288 ГБ
20 ГБ

Memory Type

HBM3e GDDR6

Memory Bandwidth

🔥 10.3 TB/s
360.0 GB/s

Memory Bus Width

8,192 бит 160 бит

ML Performance

FP16 (Half Precision)

🔥 +2,346% 653.7 TFLOPS
26.73 TFLOPS

BF16 (Brain Float)

No No

TF32 (TensorFloat)

No No

Compute Power

FP32 (Single Precision)

🔥 +206% 81.72 TFLOPS
26.73 TFLOPS

FP64 (Double Precision)

🔥 +19,469% 81.72 TFLOPS
0.4176 TFLOPS

CUDA Cores

🔥 +217% 19,456
6,144

RT Cores

No
🔥 48

Architecture & Compatibility

GPU Architecture

CDNA 3.0 Ada Lovelace

SM (Streaming Multiprocessor)

No
🔥 48

PCIe Version

PCIe 5.0 x16 PCIe 4.0 x16

ML Software Support

CUDA Version

No 8.9

Clocks & Performance

Base Clock

1,000
🔥 +50% 1,500

Boost Clock

2,100
🔥 +4% 2,175

Memory Clock

🔥 +12% 2,525
2,250

Power Consumption

TDP/TGP

1000 W
🔥 -87% 130 W

Recommended PSU

1400 W
🔥 -79% 300 W

Power Connector

None 1x 16-pin

Rendering

Texture Units (TMU)

🔥 +533% 1,216
192

ROP

No
🔥 48

L2 Cache

16 MB
🔥 +200% 48 MB

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 Aug. 9, 2023

Display Outputs

No outputs
4x DisplayPort 1.4a

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