AMD Radeon Instinct MI250 vs NVIDIA Tesla T4

Comparison of AMD Radeon Instinct MI250 with 128 GB HBM2e and 13,312 cores vs NVIDIA Tesla T4 with 16 GB GDDR6 and 2,560 cores.

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Performance Rating

AMD Radeon Instinct MI250 outperforms NVIDIA Tesla T4 by 690.22% in the overall GPU ARK performance rating

A100 A100
H200 H200
MI325X MI325X

AMD Radeon Instinct MI250

50.9

AMD Radeon Instinct MI250

50.9
RX 7900 XTX RX 7900 XTX
MI250 MI250
Instinct MI300X Instinct MI300X

NVIDIA Tesla T4

6.4

NVIDIA Tesla T4

6.4

Contents:

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

Memory

Memory Size

🔥 +700% 128 ГБ
16 ГБ

Memory Type

HBM2e GDDR6

Memory Bandwidth

🔥 3.28 TB/s
320.0 GB/s

Memory Bus Width

8,192 бит 256 бит

ML Performance

FP16 (Half Precision)

🔥 +456% 362.1 TFLOPS
65.13 TFLOPS

BF16 (Brain Float)

No No

TF32 (TensorFloat)

No No

Compute Power

FP32 (Single Precision)

🔥 +456% 45.26 TFLOPS
8.141 TFLOPS

FP64 (Double Precision)

🔥 +17,691% 45.26 TFLOPS
0.2544 TFLOPS

CUDA Cores

🔥 +420% 13,312
2,560

RT Cores

No 40

Architecture & Compatibility

GPU Architecture

CDNA 2.0 Turing

SM (Streaming Multiprocessor)

No 40

PCIe Version

PCIe 4.0 x16 PCIe 3.0 x16

ML Software Support

CUDA Version

No 7.5

Clocks & Performance

Base Clock

🔥 +71% 1,000
585

Boost Clock

🔥 +7% 1,700
1,590

Memory Clock

🔥 +28% 1,600
1,250

Power Consumption

TDP/TGP

500 W
🔥 -86% 70 W

Recommended PSU

900 W
🔥 -72% 250 W

Power Connector

2x 8-pin None

Rendering

Texture Units (TMU)

🔥 +420% 832
160

ROP

No 40

L2 Cache

🔥 +300% 16 MB
4 MB

Benchmarks

LLM Perf, Llama-2-7b-hf (bnb)

8.55 tokens/s

LLM Perf, Llama-2-7b-hf (gptq)

33.6 tokens/s

LLM Perf, Llama-2-7b-hf (unquantized)

16.7 tokens/s

LLM Perf, Llama-3.1-8B-Instruct (awq)

22.0 tokens/s

LLM Perf, Llama-3.1-8B-Instruct (bnb)

7.68 tokens/s

LLM Perf, Llama-3.1-8B-Instruct (gptq)

28.8 tokens/s

LLM Perf, Meta-Llama-3-8B (awq)

22.4 tokens/s

LLM Perf, Meta-Llama-3-8B (bnb)

7.96 tokens/s

LLM Perf, Meta-Llama-3-8B (gptq)

28.8 tokens/s

LLM Perf, Meta-Llama-3-8B-Instruct (awq)

22.3 tokens/s

LLM Perf, Meta-Llama-3-8B-Instruct (bnb)

7.76 tokens/s

LLM Perf, Meta-Llama-3-8B-Instruct (gptq)

29.1 tokens/s

llama.cpp, llama-2-7b-Q4_0

🔥 +38% 63.9 tokens/s
46.4 tokens/s

LLM Perf, Mistral-7B-Instruct-v0.2 (gptq)

26.4 tokens/s

LLM Perf, Mistral-7B-v0.1 (bnb)

8.01 tokens/s

LLM Perf, Mistral-7B-v0.1 (gptq)

25.7 tokens/s

LLM Perf, Mistral-7B-v0.1 (unquantized)

15.5 tokens/s

Additional

Slots

Dual-slot Single-slot

Release Date

Nov. 8, 2021 Sept. 13, 2018

Display Outputs

No outputs
No outputs

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