AMD Radeon Instinct MI300X vs GIGABYTE RTX 3060 3840SP OC 12 GB

Comparison of AMD Radeon Instinct MI300X with 192 GB HBM3 and 19,456 cores vs GIGABYTE RTX 3060 3840SP OC 12 GB with 12 GB GDDR6 and 3,840 cores.

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Performance Rating

H200 H200
MI325X MI325X
A100 A100

AMD Radeon Instinct MI300X

AMD Radeon Instinct MI300X

RX 7900 XTX RX 7900 XTX
Instinct MI300X Instinct MI300X
MI250 MI250

GIGABYTE RTX 3060 3840SP OC 12 GB

GIGABYTE RTX 3060 3840SP OC 12 GB

Contents:

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

Memory

Memory Size

192 GB 12 GB

Memory Type

HBM3 GDDR6

Memory Bandwidth

10.3 TB/s 360.0 GB/s

Memory Bus Width

8,192 бит 192 бит

ML Performance

FP16 (Half Precision)

653.7 TFLOPS 14.57 TFLOPS

BF16 (Brain Float)

No No

TF32 (TensorFloat)

No No

Compute Power

FP32 (Single Precision)

81.72 TFLOPS 14.57 TFLOPS

FP64 (Double Precision)

81.72 TFLOPS 0.2276 TFLOPS

CUDA Cores

19,456 3,840

RT Cores

No 30

Architecture & Compatibility

GPU Architecture

CDNA 3.0 Ampere

SM (Streaming Multiprocessor)

No 30

PCIe Version

PCIe 5.0 x16 PCIe 4.0 x16

ML Software Support

CUDA Version

No 8.6

Clocks & Performance

Base Clock

1,000 1,627

Boost Clock

2,100 1,897

Memory Clock

2,525 1,875

Power Consumption

TDP/TGP

750 W
🔥 -75% 185 W

Recommended PSU

1150 W
🔥 -61% 450 W

Power Connector

None 1x 12-pin

Rendering

Texture Units (TMU)

1,216 120

ROP

No 30

L2 Cache

16 MB 3 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 March 11, 2021

Display Outputs

No outputs
1x HDMI 2.1
3x DisplayPort 1.4a

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