AMD Radeon Instinct MI300X vs NVIDIA L4

Comparison of AMD Radeon Instinct MI300X with 192 GB HBM3 and 19,456 cores vs NVIDIA L4 with 24 GB GDDR6 and 7,424 cores.

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Performance Rating

AMD Radeon Instinct MI300X outperforms NVIDIA L4 by 596.01% 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

NVIDIA L4

13.5

NVIDIA L4

13.5

Contents:

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

Memory

Memory Size

🔥 +700% 192 ГБ
24 ГБ

Memory Type

HBM3 GDDR6

Memory Bandwidth

🔥 10.3 TB/s
300.1 GB/s

Memory Bus Width

8,192 бит 192 бит

ML Performance

FP16 (Half Precision)

🔥 +2,058% 653.7 TFLOPS
30.29 TFLOPS

BF16 (Brain Float)

No No

TF32 (TensorFloat)

No No

Compute Power

FP32 (Single Precision)

🔥 +170% 81.72 TFLOPS
30.29 TFLOPS

FP64 (Double Precision)

🔥 +17,166% 81.72 TFLOPS
0.4733 TFLOPS

CUDA Cores

🔥 +162% 19,456
7,424

RT Cores

No
🔥 60

Architecture & Compatibility

GPU Architecture

CDNA 3.0 Ada Lovelace

SM (Streaming Multiprocessor)

No
🔥 60

PCIe Version

PCIe 5.0 x16 PCIe 4.0 x16

ML Software Support

CUDA Version

No 8.9

Clocks & Performance

Base Clock

🔥 +26% 1,000
795

Boost Clock

🔥 +3% 2,100
2,040

Memory Clock

🔥 +62% 2,525
1,563

Power Consumption

TDP/TGP

750 W
🔥 -90% 72 W

Recommended PSU

1150 W
🔥 -78% 250 W

Power Connector

None None

Rendering

Texture Units (TMU)

🔥 +407% 1,216
240

ROP

No
🔥 60

L2 Cache

16 MB
🔥 +200% 48 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 Single-slot

Release Date

Dec. 6, 2023 March 21, 2023

Display Outputs

No outputs
No outputs

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