AMD Radeon Instinct MI325X vs Gainward RTX 4060 Python II OC

Comparison of AMD Radeon Instinct MI325X with 288 GB HBM3e and 19,456 cores vs Gainward RTX 4060 Python II OC with 8 GB GDDR6 and 3,072 cores.

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Performance Rating

AMD Radeon Instinct MI325X outperforms Gainward RTX 4060 Python II OC by 1,226.26% 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

Gainward RTX 4060 Python II OC

7.5

Gainward RTX 4060 Python II OC

7.5

Contents:

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

Memory

Memory Size

🔥 +3,500% 288 ГБ
8 ГБ

Memory Type

HBM3e GDDR6

Memory Bandwidth

🔥 10.3 TB/s
272.0 GB/s

Memory Bus Width

8,192 бит 128 бит

ML Performance

FP16 (Half Precision)

🔥 +4,048% 653.7 TFLOPS
15.76 TFLOPS

BF16 (Brain Float)

No No

TF32 (TensorFloat)

No No

Compute Power

FP32 (Single Precision)

🔥 +419% 81.72 TFLOPS
15.76 TFLOPS

FP64 (Double Precision)

🔥 +33,093% 81.72 TFLOPS
0.2462 TFLOPS

CUDA Cores

🔥 +533% 19,456
3,072

RT Cores

No
🔥 24

Architecture & Compatibility

GPU Architecture

CDNA 3.0 Ada Lovelace

SM (Streaming Multiprocessor)

No
🔥 24

PCIe Version

PCIe 5.0 x16 PCIe 4.0 x8

ML Software Support

CUDA Version

No 8.9

Clocks & Performance

Base Clock

1,000
🔥 +83% 1,830

Boost Clock

2,100
🔥 +22% 2,565

Memory Clock

🔥 +19% 2,525
2,125

Power Consumption

TDP/TGP

1000 W
🔥 -88% 115 W

Recommended PSU

1400 W
🔥 -79% 300 W

Power Connector

None 1x 8-pin

Rendering

Texture Units (TMU)

🔥 +1,167% 1,216
96

ROP

No
🔥 24

L2 Cache

16 MB
🔥 +50% 24 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 Dual-slot

Release Date

Oct. 15, 2024 May 18, 2023

Display Outputs

No outputs
1x HDMI 2.1
3x DisplayPort 1.4a

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