AMD Radeon Instinct MI300X vs NVIDIA Quadro 400

Comparison of AMD Radeon Instinct MI300X with 192 GB HBM3 and 19,456 cores vs NVIDIA Quadro 400 and 48 cores.

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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 400

0.0

NVIDIA Quadro 400

0.0

Expert Comparison

AMD Radeon Instinct MI300X гораздо мощнее NVIDIA Quadro 400: он имеет больше ядер, большую память и пропускную способность. MI300X предназначен для вычислительных задач и обработки больших данных, в то время как Quadro 400 рассчитан на графические задачи и офисные приложения.

Contents:

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

Memory

Memory Size

🔥 192 ГБ
No

Memory Type

HBM3 DDR3

Memory Bandwidth

🔥 10.3 TB/s
12.32 GB/s

Memory Bus Width

8,192 бит 64 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
108.0 TFLOPS

FP64 (Double Precision)

🔥 81.72 TFLOPS
No

CUDA Cores

🔥 +40,433% 19,456
48

RT Cores

No No

Architecture & Compatibility

GPU Architecture

CDNA 3.0 Tesla 2.0

SM (Streaming Multiprocessor)

No 6

PCIe Version

PCIe 5.0 x16 PCIe 2.0 x16

ML Software Support

CUDA Version

No 1.2

Clocks & Performance

Base Clock

🔥 1,000
No

Boost Clock

🔥 2,100
No

Memory Clock

🔥 +228% 2,525
770

Power Consumption

TDP/TGP

750 W
🔥 -96% 32 W

Recommended PSU

1150 W
🔥 -83% 200 W

Power Connector

None None

Rendering

Texture Units (TMU)

🔥 +7,500% 1,216
16

ROP

No No

L2 Cache

🔥 16 MB
32 KB

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 Single-slot

Release Date

Dec. 6, 2023 April 5, 2011

Display Outputs

No outputs
1x DVI
1x DisplayPort

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