AMD Radeon Instinct MI300X vs Intel Arc A310

Comparison AMD Radeon Instinct MI300X with 192 GB HBM3 and 19,456 cores vs Intel Arc A310 with 4 GB GDDR6 and 768 cores.

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Performance Rating

AMD Radeon Instinct MI300X outperforms Intel Arc A310 by 4,490.24% 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

Intel Arc A310

2.1

Intel Arc A310

2.1

Expert Comparison

AMD Radeon Instinct MI300X значительно превосходит Intel Arc A310 по мощности и производительности. MI300X имеет гораздо больше ядер, большую память и пропускную способность, а также более высокий индекс GPU Performance Index (94.1 против 2.0). MI300X подходит для вычислительных задач и больших проектов, тогда как Arc A310 лучше подходит для легких задач, таких как базовая графика и офисная работа.

Contents:

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

Memory

Memory Size

🔥 +4,700% 192 ГБ
4 GB

Memory Type

HBM3 GDDR6

Memory Bandwidth

🔥 10.3 TB/s
124.0 GB/s

Memory Bus Width

8,192 бит 64 бит

ML Performance

FP16 (Half Precision)

🔥 +12,060% 653.7 TFLOPS
5.376 TFLOPS

BF16 (Brain Float)

No No

TF32 (TensorFloat)

No No

Compute Power

FP32 (Single Precision)

🔥 +2,940% 81.72 TFLOPS
2.688 TFLOPS

FP64 (Double Precision)

🔥 +12,061% 81.72 TFLOPS
0.672 TFLOPS

CUDA Cores

🔥 +2,433% 19,456
768

RT Cores

No
🔥 6

Architecture & Compatibility

GPU Architecture

CDNA 3.0 Xe-HPG

SM (Streaming Multiprocessor)

No No

PCIe Version

PCIe 5.0 x16 PCIe 4.0 x8

ML Software Support

CUDA Version

No No

CUDA Toolkit status

Supported Supported

Clocks & Performance

Base Clock

1,000
🔥 +75% 1,750

Boost Clock

🔥 +20% 2,100
1,750

Memory Clock

🔥 +30% 2,525
1,937

Power Consumption

Recommended PSU

1150 W
🔥 -83% 200 W

Power Connector

None None

TDP/TGP

750 W
🔥 -96% 30 W

Rendering

Texture Units (TMU)

🔥 +3,700% 1,216
32

ROP

No
🔥 6

L2 Cache

16 MB
🔥 4 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 Oct. 12, 2022

Display Outputs

No outputs
4x mini-DisplayPort 2.0

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