OpenVINO GenAI Benchmark - OpenBenchmarking.org

This is a benchmark of OpenVINO GenAI that makes use of Intel OpenVINO, a toolkit around neural networks / AI. Complementing the pts/openvino test profile, pts/openvino-genai is focused on Generative AI (GenAI) LLM performance.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark openvino-genai.

Revision History

pts/openvino-genai-1.0.0 [View Source] Sat, 23 Nov 2024 10:44:39 GMT
Add OpenVINO GenAI benchmark complement to pts/openvino.

Performance Metrics

OpenVINO GenAI 2024.5

Model: TinyLlama-1.1B-Chat-v1.0 - Device: CPU

OpenBenchmarking.org metrics for this test profile configuration based on 64 public results since 24 November 2024 with the latest data as of 22 December 2024.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

Component

Percentile Rank

# Compatible Public Results

tokens/s (Average)

AMD EPYC 9575F 64-Core

97th

77.6 ^{+/- 0.5}

AMD EPYC 9655P 96-Core

76th

64.9 ^{+/- 2.4}

Mid-Tier

75th

< 64.6

ARMv8 Neoverse-V2 72-Core

69th

54.3 ^{+/- 0.8}

AMD Ryzen Threadripper 7980X 64-Cores

62nd

44.3 ^{+/- 0.1}

Intel Core Ultra 9 285K

58th

37.7 ^{+/- 0.1}

Median

50th

31.4

AMD Ryzen AI 9 365

48th

31.1 ^{+/- 0.6}

AMD Ryzen 9 9950X 16-Core

45th

30.8 ^{+/- 0.1}

AMD Ryzen AI 9 HX 370

33rd

28.3 ^{+/- 0.2}

AMD Ryzen 7 9800X3D 8-Core

26th

26.4

Low-Tier

25th

< 26.4

AMD Ryzen 7 7840HS

22nd

24.8

Intel Core i7-1280P

14th

21.9 ^{+/- 1.2}

ARMv8 Neoverse-N1 128-Core

8th

19.6 ^{+/- 1.4}

Based on OpenBenchmarking.org data, the selected test / test configuration (OpenVINO GenAI 2024.5 - Model: TinyLlama-1.1B-Chat-v1.0 - Device: CPU) has an average run-time of 2 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.

Tested CPU Architectures

This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.

CPU Architecture

Kernel Identifier

Verified On

Intel / AMD x86 64-bit

x86_64

(Many Processors)

ARMv8 64-bit

aarch64

ARMv8 Neoverse-N1 128-Core, ARMv8 Neoverse-V2 72-Core

hurricane-server 1 System - 322 Benchmark Results	AMD Eng Sample 100-000000897-03 - Supermicro Super Server H13SSL-N v2.00 - AMD Device 14a4 Ubuntu 24.04 - 6.8.0-50-generic - GNOME Shell 46.0
ai.txt 1 System - 6 Benchmark Results	Intel Core i5-1340P - ASUS Vivobook_ASUSLaptop K3504VA_K3504VA K3504VA v1.0 - Intel Alder Lake PCH Ubuntu 24.04 - 6.8.0-50-generic - GNOME Shell 46.0
9950X EOY 2024 3 Systems - 127 Benchmark Results	AMD Ryzen 9 9950X 16-Core - ASRock X870E Taichi - AMD Device 14d8 Ubuntu 24.04 - 6.8.0-50-generic - GNOME Shell 46.0
dddda 3 Systems - 79 Benchmark Results	AMD Ryzen AI 9 365 - ASUS Zenbook S 16 UM5606WA_UM5606WA UM5606WA v1.0 - AMD Device 1507 Ubuntu 24.10 - 6.12.0-rc7-phx-eraps - GNOME Shell 47.0
2024-12-04-1617 1 System - 104 Benchmark Results	AMD Ryzen 9 7950X 16-Core - MSI MPG X670E CARBON WIFI - AMD Device 14d8 Ubuntu 24.04 - 6.8.0-41-generic - GNOME Shell 46.0
9575F smoke 2 Systems - 116 Benchmark Results	AMD EPYC 9575F 64-Core - Supermicro Super Server H13SSL-N v1.01 - AMD 1Ah Ubuntu 24.10 - 6.12.0-rc7-linux-pm-next-phx - GNOME Shell 47.0
nov 4 Systems - 110 Benchmark Results	Intel Core i7-1280P - MSI Prestige 14Evo A12M MS-14C6 - Intel Alder Lake PCH Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell 47.0
DDR5 Memory Cooling Performance For AMD EPYC Turin 2 Systems - 66 Benchmark Results	AMD EPYC 9655P 96-Core - Supermicro Super Server H13SSL-N v1.01 - AMD 1Ah Ubuntu 24.10 - 6.12.0-rc7-linux-pm-next-phx - GNOME Shell 47.0
x3d sun 2 Systems - 90 Benchmark Results	AMD Ryzen 7 9800X3D 8-Core - ASRock X870E Taichi - AMD Device 14d8 Ubuntu 24.04 - 6.8.0-49-generic - GNOME Shell 46.0
new-sun 4 Systems - 94 Benchmark Results	Intel Core Ultra 9 285K - ASUS ROG MAXIMUS Z890 HERO - Intel Device ae7f Ubuntu 24.10 - 6.11.0-9-generic - GNOME Shell 47.0
ai ryzen 5 Systems - 64 Benchmark Results	AMD Ryzen AI 9 HX 370 - ASUS Zenbook S 16 UM5606WA_UM5606WA UM5606WA v1.0 - AMD Device 1507 Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell 47.0
ddddai 4 Systems - 64 Benchmark Results	AMD Ryzen 7 7840HS - Framework Laptop 16 - AMD Device 14e8 Ubuntu 24.04 - 6.8.0-48-generic - GNOME Shell 46.0
altra openvino 1 System - 52 Benchmark Results	ARMv8 Neoverse-N1 - System76 Thelio Astra - Ampere Computing LLC Altra PCI Root Complex A Ubuntu 24.04 - 6.8.0-48-generic-64k - GNOME Shell 46.0
ampere arm tests 2 Systems - 77 Benchmark Results	ARMv8 Neoverse-N1 - System76 Thelio Astra - Ampere Computing LLC Altra PCI Root Complex A Ubuntu 24.04 - 6.8.0-48-generic-64k - GNOME Shell 46.0
ai-vino 3 Systems - 16 Benchmark Results	Intel Core Ultra 7 155H - MTL Swift SFG14-72T Coral_MTH - Intel Device 7e7f Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell 47.0

9575F smoke 2 Systems - 116 Benchmark Results	AMD EPYC 9575F 64-Core - Supermicro Super Server H13SSL-N v1.01 - AMD 1Ah Ubuntu 24.10 - 6.12.0-rc7-linux-pm-next-phx - GNOME Shell 47.0
DDR5 Memory Cooling Performance For AMD EPYC Turin 2 Systems - 66 Benchmark Results	AMD EPYC 9655P 96-Core - Supermicro Super Server H13SSL-N v1.01 - AMD 1Ah Ubuntu 24.10 - 6.12.0-rc7-linux-pm-next-phx - GNOME Shell 47.0
new-sun 4 Systems - 94 Benchmark Results	Intel Core Ultra 9 285K - ASUS ROG MAXIMUS Z890 HERO - Intel Device ae7f Ubuntu 24.10 - 6.11.0-9-generic - GNOME Shell 47.0
ddddai 4 Systems - 64 Benchmark Results	AMD Ryzen 7 7840HS - Framework Laptop 16 - AMD Device 14e8 Ubuntu 24.04 - 6.8.0-48-generic - GNOME Shell 46.0
ampere arm tests 2 Systems - 77 Benchmark Results	ARMv8 Neoverse-N1 - System76 Thelio Astra - Ampere Computing LLC Altra PCI Root Complex A Ubuntu 24.04 - 6.8.0-48-generic-64k - GNOME Shell 46.0
ai ryzen 5 Systems - 64 Benchmark Results	AMD Ryzen AI 9 HX 370 - ASUS Zenbook S 16 UM5606WA_UM5606WA UM5606WA v1.0 - AMD Device 1507 Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell 47.0
x3d sun 2 Systems - 90 Benchmark Results	AMD Ryzen 7 9800X3D 8-Core - ASRock X870E Taichi - AMD Device 14d8 Ubuntu 24.04 - 6.8.0-49-generic - GNOME Shell 46.0
openvino epyc 2 Systems - 52 Benchmark Results	AMD EPYC 9655P 96-Core - Supermicro Super Server H13SSL-N v1.01 - AMD 1Ah Ubuntu 24.10 - 6.12.0-rc7-linux-pm-next-phx - GNOME Shell 47.0
ai-vino 3 Systems - 16 Benchmark Results	Intel Core Ultra 7 155H - MTL Swift SFG14-72T Coral_MTH - Intel Device 7e7f Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell 47.0
openvino 2024.5 new 3 Systems - 52 Benchmark Results	AMD Ryzen Threadripper 7980X 64-Cores - System76 Thelio Major - AMD Device 14a4 Ubuntu 24.04 - 6.8.0-48-generic - GNOME Shell 46.0
ampere arm tests 2 Systems - 77 Benchmark Results	ARMv8 Neoverse-N1 - System76 Thelio Astra - Ampere Computing LLC Altra PCI Root Complex A Ubuntu 24.04 - 6.8.0-48-generic-64k - GNOME Shell 46.0
x3d sun 2 Systems - 90 Benchmark Results	AMD Ryzen 7 9800X3D 8-Core - ASRock X870E Taichi - AMD Device 14d8 Ubuntu 24.04 - 6.8.0-49-generic - GNOME Shell 46.0
openvino nvidia grace 4 Systems - 52 Benchmark Results	ARMv8 Neoverse-V2 - Pegatron JIMBO P4352 - 1 x 480GB LPDDR5-6400MT Ubuntu 24.04 - 6.8.0-49-generic-64k - GCC 13.2.0 + Clang 18.1.3 + CUDA 11.8
nov 4 Systems - 110 Benchmark Results	Intel Core i7-1280P - MSI Prestige 14Evo A12M MS-14C6 - Intel Alder Lake PCH Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell 47.0
9950X EOY 2024 3 Systems - 127 Benchmark Results	AMD Ryzen 9 9950X 16-Core - ASRock X870E Taichi - AMD Device 14d8 Ubuntu 24.04 - 6.8.0-50-generic - GNOME Shell 46.0

OpenVINO GenAI

Project Site

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Test Created

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Test Type

Average Install Time

Average Run Time

Test Dependencies

Supported Platforms

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Suites Using This Test

Performance Metrics

OpenVINO GenAI 2024.5

Model: TinyLlama-1.1B-Chat-v1.0 - Device: CPU

Tested CPU Architectures

Recent Test Results

Most Popular Test Results