AMD Radeon Instinct MI300X vs AMD Radeon RX 6300

Comparison of AMD Radeon Instinct MI300X with 192 GB HBM3 and 19,456 cores vs AMD Radeon RX 6300 with 2 GB GDDR6 and 768 cores.

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Performance Rating

AMD Radeon Instinct MI300X outperforms AMD Radeon RX 6300 by 5,637.8% 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 RX 6300

1.6

AMD Radeon RX 6300

1.6

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 ГБ

Memory Type

HBM3 GDDR6

Memory Bandwidth

🔥 10.3 TB/s
64.00 GB/s

Memory Bus Width

8,192 бит 32 бит

ML Performance

FP16 (Half Precision)

🔥 +10,331% 653.7 TFLOPS
6.267 TFLOPS

BF16 (Brain Float)

No No

TF32 (TensorFloat)

No No

Compute Power

FP32 (Single Precision)

🔥 +2,508% 81.72 TFLOPS
3.133 TFLOPS

FP64 (Double Precision)

🔥 +41,636% 81.72 TFLOPS
0.1958 TFLOPS

CUDA Cores

🔥 +2,433% 19,456
768

RT Cores

No 12

Architecture & Compatibility

GPU Architecture

CDNA 3.0 RDNA 2.0

SM (Streaming Multiprocessor)

No No

PCIe Version

PCIe 5.0 x16 PCIe 4.0 x4

ML Software Support

CUDA Version

No No

Clocks & Performance

Base Clock

🔥 1,000
1,000

Boost Clock

🔥 +3% 2,100
2,040

Memory Clock

🔥 +26% 2,525
2,000

Power Consumption

TDP/TGP

750 W
🔥 -96% 32 W

Recommended PSU

1150 W
🔥 -83% 200 W

Power Connector

None None

Rendering

Texture Units (TMU)

🔥 +2,433% 1,216
48

ROP

No 12

L2 Cache

🔥 16 MB
1024 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 IGP

Release Date

Dec. 6, 2023 No

Display Outputs

No outputs
2x HDMI 2.1

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