AMD Radeon Instinct MI300X vs AMD Radeon R9 M375X

Comparison AMD Radeon Instinct MI300X with 192 GB HBM3 and 19,456 cores vs AMD Radeon R9 M375X with 2 GB GDDR5 and 640 cores.

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Performance Rating

AMD Radeon Instinct MI300X outperforms AMD Radeon R9 M375X by 7,807.56% 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

AMD Radeon R9 M375X

1.2

AMD Radeon R9 M375X

1.2

Expert Comparison

AMD Radeon Instinct MI300X значительно превосходит AMD Radeon R9 M375X по многим параметрам: количество ядер, объем памяти, пропускная способность и производительность FP32. MI300X предназначена для вычислений и машинного обучения, в то время как R9 M375X более подходящ для игр и базовых графических задач.

Contents:

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

Memory

Memory Size

🔥 +9,500% 192 ГБ
2 GB

Memory Type

HBM3 GDDR5

Memory Bandwidth

🔥 10.3 TB/s
72.00 GB/s

Memory Bus Width

8,192 бит 128 бит

ML Performance

FP16 (Half Precision)

🔥 653.7 TFLOPS
No

BF16 (Brain Float)

No No

TF32 (TensorFloat)

No No

Compute Power

FP32 (Single Precision)

🔥 +6,190% 81.72 TFLOPS
1.2992 TFLOPS

FP64 (Double Precision)

🔥 +100,540% 81.72 TFLOPS
0.0812 TFLOPS

CUDA Cores

🔥 +2,940% 19,456
640

RT Cores

No No

Architecture & Compatibility

GPU Architecture

CDNA 3.0 GCN 1.0

SM (Streaming Multiprocessor)

No No

PCIe Version

PCIe 5.0 x16 PCIe 3.0 x16

ML Software Support

CUDA Version

No No

CUDA Toolkit status

Supported Supported

Clocks & Performance

Base Clock

🔥 +8% 1,000
925

Boost Clock

🔥 +107% 2,100
1,015

Memory Clock

🔥 +124% 2,525
1,125

Power Consumption

Recommended PSU

1150 W No

Power Connector

None No

TDP/TGP

750 W No

Rendering

Texture Units (TMU)

🔥 +2,940% 1,216
40

ROP

No No

L2 Cache

🔥 16 MB
256 KB

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 No

Release Date

Dec. 6, 2023 May 5, 2015

Display Outputs

No outputs
No

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