AMD Radeon RX 580 8 GB vs NVIDIA H200 SXM 141 GB

Comparison of AMD Radeon RX 580 8 GB with 8 GB GDDR5 and 2,304 cores vs NVIDIA H200 SXM 141 GB with 141 GB HBM3e and 16,896 cores.

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Performance Rating

NVIDIA H200 SXM 141 GB outperforms AMD Radeon RX 580 8 GB by 1,358.44% in the overall GPU ARK performance rating

A100 A100
H200 H200
MI325X MI325X

AMD Radeon RX 580 8 GB

4.6

AMD Radeon RX 580 8 GB

4.6
RX 7900 XTX RX 7900 XTX
MI250 MI250
Instinct MI300X Instinct MI300X

NVIDIA H200 SXM 141 GB

67.4

NVIDIA H200 SXM 141 GB

67.4

Contents:

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

Memory

Memory Size

8 ГБ
🔥 +1,662% 141 ГБ

Memory Type

GDDR5 HBM3e

Memory Bandwidth

256.0 GB/s
🔥 4.89 TB/s

Memory Bus Width

256 бит 6,144 бит

ML Performance

FP16 (Half Precision)

5.834 TFLOPS
🔥 +4,487% 267.6 TFLOPS

BF16 (Brain Float)

No No

TF32 (TensorFloat)

No No

Compute Power

FP32 (Single Precision)

5.834 TFLOPS
🔥 +1,047% 66.91 TFLOPS

FP64 (Double Precision)

0.36460000000000004 TFLOPS
🔥 +9,074% 33.45 TFLOPS

CUDA Cores

2,304
🔥 +633% 16,896

RT Cores

No No

Architecture & Compatibility

GPU Architecture

GCN 4.0 Hopper

SM (Streaming Multiprocessor)

No
🔥 132

PCIe Version

PCIe 3.0 x16 PCIe 5.0 x16

ML Software Support

CUDA Version

No 9.0

Clocks & Performance

Base Clock

1,257
🔥 +19% 1,500

Boost Clock

1,266
🔥 +56% 1,980

Memory Clock

2,000
🔥 1,593

Power Consumption

TDP/TGP

🔥 -74% 185 W
700 W

Recommended PSU

🔥 -59% 450 W
1100 W

Power Connector

1x 8-pin 8-pin EPS

Rendering

Texture Units (TMU)

144
🔥 +267% 528

ROP

No No

L2 Cache

2 MB
🔥 +2,400% 50 MB

Benchmarks

MLPerf, llama2-70b-99.9 (UNSET)

3 534 tokens/s

MLPerf, llama2-70b-99.9 (fp16)

3 553 tokens/s

MLPerf, llama2-70b-99.9 (fp8)

2 444 tokens/s

MLPerf, llama3.1-405b (fp16)

40.8 tokens/s

MLPerf, llama3.1-405b (fp8)

25.3 tokens/s

MLPerf, llama3.1-8b (fp8)

5 161 tokens/s

MLPerf, deepseek-r1 (fp8)

1 113 tokens/s

MLPerf, mixtral-8x7b (fp8)

7 132 tokens/s

Additional

Slots

Dual-slot
🔥 SXM Module

Release Date

April 18, 2017 Nov. 18, 2024

Display Outputs

1x HDMI 2.0b
3x DisplayPort 1.4a
No outputs

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