AMD Radeon Instinct MI300X vs MSI RTX 2080 Ti Lightning

Comparison of AMD Radeon Instinct MI300X with 192 GB HBM3 and 19,456 cores vs MSI RTX 2080 Ti Lightning with 11 GB GDDR6 and 4,352 cores.

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Performance Rating

AMD Radeon Instinct MI300X outperforms MSI RTX 2080 Ti Lightning by 886.37% 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 RTX 2080 Ti Lightning

9.5

MSI RTX 2080 Ti Lightning

9.5

Contents:

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

Memory

Memory Size

🔥 +1,645% 192 ГБ
11 ГБ

Memory Type

HBM3 GDDR6

Memory Bandwidth

🔥 10.3 TB/s
616.0 GB/s

Memory Bus Width

8,192 бит 352 бит

ML Performance

FP16 (Half Precision)

🔥 +2,284% 653.7 TFLOPS
27.42 TFLOPS

BF16 (Brain Float)

No No

TF32 (TensorFloat)

No No

Compute Power

FP32 (Single Precision)

🔥 +496% 81.72 TFLOPS
13.71 TFLOPS

FP64 (Double Precision)

🔥 +18,976% 81.72 TFLOPS
0.4284 TFLOPS

CUDA Cores

🔥 +347% 19,456
4,352

RT Cores

No 68

Architecture & Compatibility

GPU Architecture

CDNA 3.0 Turing

SM (Streaming Multiprocessor)

No 68

PCIe Version

PCIe 5.0 x16 PCIe 3.0 x16

ML Software Support

CUDA Version

No 7.5

Clocks & Performance

Base Clock

🔥 1,000
1,350

Boost Clock

🔥 +33% 2,100
1,575

Memory Clock

🔥 +44% 2,525
1,750

Power Consumption

TDP/TGP

750 W
🔥 -67% 250 W

Recommended PSU

1150 W
🔥 -48% 600 W

Power Connector

None 3x 8-pin

Rendering

Texture Units (TMU)

🔥 +347% 1,216
272

ROP

No 68

L2 Cache

🔥 +191% 16 MB
5.5 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 Triple-slot

Release Date

Dec. 6, 2023 Jan. 22, 2019

Display Outputs

No outputs
1x HDMI 2.0
3x DisplayPort 1.4a
1x USB Type-C

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