AMD Radeon Instinct MI300X vs MSI RX 580 2048SP ARMOR 8 GB

Comparison of AMD Radeon Instinct MI300X with 192 GB HBM3 and 19,456 cores vs MSI RX 580 2048SP ARMOR 8 GB with 8 GB GDDR5 and 2,048 cores.

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Performance Rating

AMD Radeon Instinct MI300X outperforms MSI RX 580 2048SP ARMOR 8 GB by 2,114.12% in the overall GPU ARK 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

MSI RX 580 2048SP ARMOR 8 GB

4.3

MSI RX 580 2048SP ARMOR 8 GB

4.3

Expert Comparison

AMD Radeon Instinct MI300X лучше в большинстве параметров: больше ядер, большая память и HBM3, гораздо более высокая пропускная способность и FP32. Этот GPU предназначен для вычислительной задачи и обладает значительно большей производительностью, чем старый MSI RX 580. RX 580 более подходящ для игр и базовых вычислений с TDP в 150 Вт против 750 Вт у MI300X.

Contents:

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

Memory

Memory Size

🔥 +2,300% 192 ГБ
8 ГБ

Memory Type

HBM3 GDDR5

Memory Bandwidth

🔥 10.3 TB/s
224.0 GB/s

Memory Bus Width

8,192 бит 256 бит

ML Performance

FP16 (Half Precision)

🔥 +12,330% 653.7 TFLOPS
5.259 TFLOPS

BF16 (Brain Float)

No No

TF32 (TensorFloat)

No No

Compute Power

FP32 (Single Precision)

🔥 +1,454% 81.72 TFLOPS
5.259 TFLOPS

FP64 (Double Precision)

🔥 +24,762% 81.72 TFLOPS
0.3287 TFLOPS

CUDA Cores

🔥 +850% 19,456
2,048

RT Cores

No No

Architecture & Compatibility

GPU Architecture

CDNA 3.0 GCN 4.0

SM (Streaming Multiprocessor)

No No

PCIe Version

PCIe 5.0 x16 PCIe 3.0 x16

ML Software Support

CUDA Version

No No

Clocks & Performance

Base Clock

🔥 1,000
1,168

Boost Clock

🔥 +64% 2,100
1,284

Memory Clock

🔥 +44% 2,525
1,750

Power Consumption

TDP/TGP

750 W
🔥 -80% 150 W

Recommended PSU

1150 W
🔥 -61% 450 W

Power Connector

None 1x 8-pin

Rendering

Texture Units (TMU)

🔥 +850% 1,216
128

ROP

No No

L2 Cache

🔥 +700% 16 MB
2 MB

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 Dual-slot

Release Date

Dec. 6, 2023 Oct. 15, 2018

Display Outputs

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

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