Linux Distros Emerald Rapids

Benchmarks for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2403039-NE-2403025NE90
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BLAS (Basic Linear Algebra Sub-Routine) Tests 3 Tests
C/C++ Compiler Tests 5 Tests
CPU Massive 10 Tests
Creator Workloads 9 Tests
Database Test Suite 5 Tests
Encoding 2 Tests
Fortran Tests 5 Tests
Game Development 2 Tests
HPC - High Performance Computing 14 Tests
Common Kernel Benchmarks 2 Tests
Machine Learning 4 Tests
Molecular Dynamics 6 Tests
MPI Benchmarks 5 Tests
Multi-Core 15 Tests
NVIDIA GPU Compute 2 Tests
Intel oneAPI 6 Tests
OpenMPI Tests 8 Tests
Python Tests 4 Tests
Raytracing 2 Tests
Renderers 2 Tests
Scientific Computing 8 Tests
Server 6 Tests
Server CPU Tests 4 Tests
Video Encoding 2 Tests

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  Test
  Duration
Ubuntu Linux 23.10
February 25
  20 Hours, 3 Minutes
CentOS Stream 9
February 26
  13 Hours, 36 Minutes
Fedora Server 39
March 02
  17 Hours, 42 Minutes
Arch Linux
March 03
  17 Hours, 43 Minutes
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  17 Hours, 16 Minutes

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Linux Distros Emerald Rapids Benchmarks for a future article. Ubuntu Linux 23.10: Processor: 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads), Motherboard: Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T OS: Ubuntu 23.10, Kernel: 6.5.0-17-generic (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1024x768 CentOS Stream 9: Processor: 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads), Motherboard: Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS + 257GB Flash Drive, Graphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T OS: CentOS Stream 9, Kernel: 5.14.0-419.el9.x86_64 (x86_64), Desktop: GNOME Shell 40.10, Display Server: X Server, Compiler: GCC 11.4.1 20231218, File-System: xfs, Screen Resolution: 1920x1200 Fedora Server 39: Processor: 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads), Motherboard: Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS + 257GB Flash Drive, Graphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T OS: Fedora Linux 39, Kernel: 6.7.6-200.fc39.x86_64 (x86_64), Compiler: GCC 13.2.1 20231205, File-System: xfs, Screen Resolution: 1024x768 Arch Linux: Processor: 2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads), Motherboard: Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS + 257GB Flash Drive, Graphics: ASPEED, Network: 2 x Intel X710 for 10GBASE-T OS: Arch Linux, Kernel: 6.7.6-arch1-2 (x86_64), Compiler: GCC 13.2.1 20230801, File-System: btrfs, Screen Resolution: 1920x1200 GPAW 23.6 Input: Carbon Nanotube Seconds < Lower Is Better Ubuntu Linux 23.10 . 38.64 |========== Fedora Server 39 ... 194.51 |================================================== Memcached 1.6.19 Set To Get Ratio: 1:10 Ops/sec > Higher Is Better Ubuntu Linux 23.10 . 3370014.38 |============================ CentOS Stream 9 .... 3337339.10 |============================ Fedora Server 39 ... 5054518.76 |=========================================== Arch Linux ......... 5462773.67 |============================================== 7-Zip Compression 22.01 Test: Compression Rating MIPS > Higher Is Better Ubuntu Linux 23.10 . 464813 |=============================== CentOS Stream 9 .... 751070 |================================================= Fedora Server 39 ... 496138 |================================= Arch Linux ......... 759279 |================================================== Embree 4.3 Binary: Pathtracer ISPC - Model: Crown Frames Per Second > Higher Is Better Ubuntu Linux 23.10 . 100.34 |=================================== CentOS Stream 9 .... 105.62 |===================================== Fedora Server 39 ... 142.17 |================================================== Arch Linux ......... 118.74 |========================================== CloverLeaf 1.3 Input: clover_bm16 Seconds < Lower Is Better Ubuntu Linux 23.10 . 279.21 |======================================= CentOS Stream 9 .... 314.49 |============================================ Fedora Server 39 ... 255.39 |==================================== Arch Linux ......... 356.23 |================================================== CloverLeaf 1.3 Input: clover_bm64_short Seconds < Lower Is Better Ubuntu Linux 23.10 . 32.10 |=================================================== CentOS Stream 9 .... 25.01 |======================================== Fedora Server 39 ... 31.63 |================================================== Arch Linux ......... 30.30 |================================================ RocksDB 8.0 Test: Read Random Write Random Op/s > Higher Is Better Ubuntu Linux 23.10 . 955461 |======================================== Fedora Server 39 ... 1184837 |================================================= Arch Linux ......... 932034 |======================================= Graph500 3.0 Scale: 26 bfs median_TEPS > Higher Is Better Ubuntu Linux 23.10 . 1226550000 |======================================= CentOS Stream 9 .... 1464120000 |============================================== Fedora Server 39 ... 1195510000 |====================================== Arch Linux ......... 1275690000 |======================================== RawTherapee Total Benchmark Time Seconds < Lower Is Better Ubuntu Linux 23.10 . 129.08 |================================================== Fedora Server 39 ... 118.23 |============================================== Arch Linux ......... 107.05 |========================================= Graph500 3.0 Scale: 26 bfs max_TEPS > Higher Is Better Ubuntu Linux 23.10 . 1289580000 |======================================== CentOS Stream 9 .... 1499600000 |============================================== Fedora Server 39 ... 1253250000 |====================================== Arch Linux ......... 1323480000 |========================================= OpenVINO 2023.2.dev Model: Person Detection FP16 - Device: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 85.06 |============================================= CentOS Stream 9 .... 97.34 |=================================================== Fedora Server 39 ... 93.74 |================================================= Arch Linux ......... 81.35 |=========================================== OpenVINO 2023.2.dev Model: Person Detection FP16 - Device: CPU FPS > Higher Is Better Ubuntu Linux 23.10 . 375.75 |================================================ CentOS Stream 9 .... 328.37 |========================================== Fedora Server 39 ... 340.97 |=========================================== Arch Linux ......... 392.84 |================================================== OSPRay 3.1 Benchmark: gravity_spheres_volume/dim_512/ao/real_time Items Per Second > Higher Is Better Ubuntu Linux 23.10 . 28.61 |=========================================== CentOS Stream 9 .... 29.76 |============================================= Fedora Server 39 ... 28.66 |=========================================== Arch Linux ......... 34.05 |=================================================== Intel Open Image Denoise 2.2 Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only Images / Sec > Higher Is Better Ubuntu Linux 23.10 . 2.18 |============================================= CentOS Stream 9 .... 2.51 |==================================================== Fedora Server 39 ... 2.25 |=============================================== Arch Linux ......... 2.36 |================================================= Y-Cruncher 0.8.3 Pi Digits To Calculate: 1B Seconds < Lower Is Better Ubuntu Linux 23.10 . 7.207 |============================================ CentOS Stream 9 .... 7.913 |================================================= Fedora Server 39 ... 8.270 |=================================================== Arch Linux ......... 7.561 |=============================================== ClickHouse 22.12.3.5 100M Rows Hits Dataset, First Run / Cold Cache Queries Per Minute, Geo Mean > Higher Is Better Ubuntu Linux 23.10 . 205.20 |================================================= CentOS Stream 9 .... 183.62 |============================================ Fedora Server 39 ... 188.71 |============================================= Arch Linux ......... 209.64 |================================================== RocksDB 8.0 Test: Read While Writing Op/s > Higher Is Better Ubuntu Linux 23.10 . 9775989 |================================================= Fedora Server 39 ... 8567006 |=========================================== Arch Linux ......... 9385652 |=============================================== OpenVINO 2023.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU FPS > Higher Is Better Ubuntu Linux 23.10 . 61020.16 |============================================== CentOS Stream 9 .... 60429.54 |============================================= Fedora Server 39 ... 56624.98 |========================================== Arch Linux ......... 64056.00 |================================================ Y-Cruncher 0.8.3 Pi Digits To Calculate: 5B Seconds < Lower Is Better Ubuntu Linux 23.10 . 29.82 |============================================= CentOS Stream 9 .... 32.85 |================================================== Fedora Server 39 ... 33.73 |=================================================== Arch Linux ......... 33.65 |=================================================== Intel Open Image Denoise 2.2 Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Only Images / Sec > Higher Is Better Ubuntu Linux 23.10 . 4.53 |=============================================== CentOS Stream 9 .... 5.04 |==================================================== Fedora Server 39 ... 4.68 |================================================ Arch Linux ......... 4.75 |================================================= LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: 20k Atoms ns/day > Higher Is Better Ubuntu Linux 23.10 . 56.68 |============================================== CentOS Stream 9 .... 57.84 |=============================================== Fedora Server 39 ... 57.68 |=============================================== Arch Linux ......... 62.99 |=================================================== OSPRay 3.1 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time Items Per Second > Higher Is Better Ubuntu Linux 23.10 . 28.92 |=============================================== CentOS Stream 9 .... 29.51 |================================================ Fedora Server 39 ... 28.43 |============================================== Arch Linux ......... 31.58 |=================================================== Xcompact3d Incompact3d 2021-03-11 Input: X3D-benchmarking input.i3d Seconds < Lower Is Better Ubuntu Linux 23.10 . 169.18 |============================================= CentOS Stream 9 .... 184.19 |================================================= Fedora Server 39 ... 168.67 |============================================= Arch Linux ......... 187.27 |================================================== ClickHouse 22.12.3.5 100M Rows Hits Dataset, Second Run Queries Per Minute, Geo Mean > Higher Is Better Ubuntu Linux 23.10 . 214.31 |================================================ CentOS Stream 9 .... 200.18 |============================================= Fedora Server 39 ... 202.14 |============================================== Arch Linux ......... 221.80 |================================================== ClickHouse 22.12.3.5 100M Rows Hits Dataset, Third Run Queries Per Minute, Geo Mean > Higher Is Better Ubuntu Linux 23.10 . 215.62 |================================================= CentOS Stream 9 .... 201.05 |============================================= Fedora Server 39 ... 206.83 |=============================================== Arch Linux ......... 221.71 |================================================== SVT-AV1 1.8 Encoder Mode: Preset 12 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu Linux 23.10 . 66.86 |============================================== CentOS Stream 9 .... 69.87 |================================================ Fedora Server 39 ... 71.52 |================================================= Arch Linux ......... 73.72 |=================================================== Quicksilver 20230818 Input: CORAL2 P2 Figure Of Merit > Higher Is Better Ubuntu Linux 23.10 . 6744778 |=============================================== CentOS Stream 9 .... 6381000 |============================================= Fedora Server 39 ... 6759600 |=============================================== Arch Linux ......... 7013889 |================================================= SVT-AV1 1.8 Encoder Mode: Preset 13 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu Linux 23.10 . 66.43 |============================================== CentOS Stream 9 .... 69.72 |================================================= Fedora Server 39 ... 70.87 |================================================== Arch Linux ......... 72.91 |=================================================== OSPRay Studio 1.0 Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 37285 |=================================================== Fedora Server 39 ... 34698 |=============================================== Arch Linux ......... 33976 |============================================== Graph500 3.0 Scale: 26 sssp median_TEPS > Higher Is Better Ubuntu Linux 23.10 . 483534000 |============================================= CentOS Stream 9 .... 466398000 |=========================================== Fedora Server 39 ... 493031000 |============================================= Arch Linux ......... 509964000 |=============================================== RocksDB 8.0 Test: Random Read Op/s > Higher Is Better Ubuntu Linux 23.10 . 599822046 |=========================================== Fedora Server 39 ... 652854125 |=============================================== Arch Linux ......... 608345894 |============================================ OpenVINO 2023.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU FPS > Higher Is Better Ubuntu Linux 23.10 . 43516.98 |================================================ CentOS Stream 9 .... 40187.34 |============================================ Fedora Server 39 ... 42419.89 |=============================================== Arch Linux ......... 41472.25 |============================================== Graph500 3.0 Scale: 26 sssp max_TEPS > Higher Is Better Ubuntu Linux 23.10 . 664991000 |============================================= CentOS Stream 9 .... 640794000 |=========================================== Fedora Server 39 ... 663412000 |============================================= Arch Linux ......... 692893000 |=============================================== Intel Open Image Denoise 2.2 Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only Images / Sec > Higher Is Better Ubuntu Linux 23.10 . 4.54 |================================================ CentOS Stream 9 .... 4.90 |==================================================== Fedora Server 39 ... 4.70 |================================================== Arch Linux ......... 4.75 |================================================== OpenVINO 2023.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 0.80 |================================================== CentOS Stream 9 .... 0.83 |==================================================== Fedora Server 39 ... 0.83 |==================================================== Arch Linux ......... 0.77 |================================================ OSPRay Studio 1.0 Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 14508 |=================================================== Fedora Server 39 ... 14422 |=================================================== Arch Linux ......... 13639 |================================================ OpenVINO 2023.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 2.85 |================================================= CentOS Stream 9 .... 3.02 |==================================================== Fedora Server 39 ... 2.86 |================================================= Arch Linux ......... 2.94 |=================================================== VVenC 1.11 Video Input: Bosphorus 4K - Video Preset: Faster Frames Per Second > Higher Is Better Ubuntu Linux 23.10 . 5.611 |================================================ CentOS Stream 9 .... 5.808 |================================================== Fedora Server 39 ... 5.804 |================================================== Arch Linux ......... 5.942 |=================================================== OSPRay Studio 1.0 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 7321 |=================================================== Fedora Server 39 ... 7424 |==================================================== Arch Linux ......... 7043 |================================================= TensorFlow 2.12 Device: CPU - Batch Size: 512 - Model: ResNet-50 images/sec > Higher Is Better Ubuntu Linux 23.10 . 73.12 |================================================ CentOS Stream 9 .... 76.68 |=================================================== Arch Linux ......... 77.06 |=================================================== OSPRay Studio 1.0 Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 12086 |=================================================== Fedora Server 39 ... 12187 |=================================================== Arch Linux ......... 11575 |================================================ OSPRay 3.1 Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time Items Per Second > Higher Is Better Ubuntu Linux 23.10 . 32.32 |================================================= CentOS Stream 9 .... 33.29 |=================================================== Fedora Server 39 ... 31.70 |================================================ Arch Linux ......... 33.37 |=================================================== OSPRay Studio 1.0 Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 12243 |=================================================== Fedora Server 39 ... 12262 |=================================================== Arch Linux ......... 11658 |================================================ OSPRay Studio 1.0 Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 1079 |==================================================== Fedora Server 39 ... 1058 |=================================================== Arch Linux ......... 1026 |================================================= OSPRay Studio 1.0 Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 911 |===================================================== Fedora Server 39 ... 897 |==================================================== Arch Linux ......... 867 |================================================== OSPRay Studio 1.0 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 4353 |==================================================== Fedora Server 39 ... 4377 |==================================================== Arch Linux ......... 4173 |================================================== Quicksilver 20230818 Input: CTS2 Figure Of Merit > Higher Is Better Ubuntu Linux 23.10 . 7680222 |================================================= CentOS Stream 9 .... 7398333 |=============================================== Fedora Server 39 ... 7367500 |=============================================== Arch Linux ......... 7723667 |================================================= OpenVKL 2.0.0 Benchmark: vklBenchmarkCPU ISPC Items / Sec > Higher Is Better Ubuntu Linux 23.10 . 2821 |================================================== CentOS Stream 9 .... 2815 |================================================== Fedora Server 39 ... 2821 |================================================== Arch Linux ......... 2951 |==================================================== OSPRay Studio 1.0 Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 914 |===================================================== Fedora Server 39 ... 902 |==================================================== Arch Linux ......... 874 |=================================================== OSPRay Studio 1.0 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 233 |===================================================== Fedora Server 39 ... 233 |===================================================== Arch Linux ......... 223 |=================================================== Speedb 2.7 Test: Random Read Op/s > Higher Is Better Ubuntu Linux 23.10 . 600703384 |============================================= Fedora Server 39 ... 626261826 |=============================================== Arch Linux ......... 616573385 |============================================== Neural Magic DeepSparse 1.6 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Ubuntu Linux 23.10 . 176.57 |================================================= CentOS Stream 9 .... 173.95 |================================================ Arch Linux ......... 181.33 |================================================== OSPRay Studio 1.0 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 3694 |==================================================== Fedora Server 39 ... 3655 |=================================================== Arch Linux ......... 3544 |================================================== SVT-AV1 1.8 Encoder Mode: Preset 8 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu Linux 23.10 . 21.32 |================================================= CentOS Stream 9 .... 21.56 |================================================== Fedora Server 39 ... 21.16 |================================================= Arch Linux ......... 22.05 |=================================================== Neural Magic DeepSparse 1.6 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Ubuntu Linux 23.10 . 361.29 |================================================= CentOS Stream 9 .... 366.38 |================================================== Arch Linux ......... 351.75 |================================================ OSPRay Studio 1.0 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 276 |===================================================== Fedora Server 39 ... 276 |===================================================== Arch Linux ......... 265 |=================================================== VVenC 1.11 Video Input: Bosphorus 4K - Video Preset: Fast Frames Per Second > Higher Is Better Ubuntu Linux 23.10 . 2.785 |================================================= CentOS Stream 9 .... 2.823 |================================================== Fedora Server 39 ... 2.834 |================================================== Arch Linux ......... 2.900 |=================================================== OSPRay Studio 1.0 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 234 |===================================================== Fedora Server 39 ... 235 |===================================================== Arch Linux ......... 226 |=================================================== SVT-AV1 1.8 Encoder Mode: Preset 4 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu Linux 23.10 . 2.307 |================================================= CentOS Stream 9 .... 2.358 |================================================== Fedora Server 39 ... 2.346 |================================================== Arch Linux ......... 2.395 |=================================================== Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Ubuntu Linux 23.10 . 1866.23 |================================================= CentOS Stream 9 .... 1810.95 |=============================================== Arch Linux ......... 1878.45 |================================================= Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Ubuntu Linux 23.10 . 34.25 |================================================== CentOS Stream 9 .... 35.28 |=================================================== Arch Linux ......... 34.04 |================================================= RocksDB 8.0 Test: Update Random Op/s > Higher Is Better Ubuntu Linux 23.10 . 125560 |================================================= Fedora Server 39 ... 123092 |================================================ Arch Linux ......... 127451 |================================================== OSPRay Studio 1.0 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 3718 |==================================================== Fedora Server 39 ... 3683 |==================================================== Arch Linux ......... 3591 |================================================== OpenVINO 2023.2.dev Model: Face Detection FP16-INT8 - Device: CPU FPS > Higher Is Better Ubuntu Linux 23.10 . 519.83 |================================================= CentOS Stream 9 .... 528.79 |================================================== Fedora Server 39 ... 529.14 |================================================== Arch Linux ......... 531.53 |================================================== Neural Magic DeepSparse 1.6 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Ubuntu Linux 23.10 . 34.99 |=================================================== CentOS Stream 9 .... 34.23 |================================================== Arch Linux ......... 34.74 |=================================================== Neural Magic DeepSparse 1.6 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Ubuntu Linux 23.10 . 1826.04 |================================================ CentOS Stream 9 .... 1866.52 |================================================= Arch Linux ......... 1839.98 |================================================ OpenVINO 2023.2.dev Model: Face Detection FP16-INT8 - Device: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 245.98 |================================================== CentOS Stream 9 .... 241.67 |================================================= Fedora Server 39 ... 241.70 |================================================= Arch Linux ......... 240.65 |================================================= Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Ubuntu Linux 23.10 . 155.82 |================================================== CentOS Stream 9 .... 152.57 |================================================= Arch Linux ......... 154.32 |================================================== OSPRay Studio 1.0 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 6448 |==================================================== Fedora Server 39 ... 6314 |=================================================== Arch Linux ......... 6380 |=================================================== OpenVINO 2023.2.dev Model: Handwritten English Recognition FP16-INT8 - Device: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 39.76 |=================================================== CentOS Stream 9 .... 40.02 |=================================================== Fedora Server 39 ... 39.30 |================================================== Arch Linux ......... 40.11 |=================================================== OpenVINO 2023.2.dev Model: Handwritten English Recognition FP16-INT8 - Device: CPU FPS > Higher Is Better Ubuntu Linux 23.10 . 3217.84 |================================================ CentOS Stream 9 .... 3196.47 |================================================ Fedora Server 39 ... 3255.16 |================================================= Arch Linux ......... 3189.70 |================================================ Neural Magic DeepSparse 1.6 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Ubuntu Linux 23.10 . 4547.54 |================================================= CentOS Stream 9 .... 4462.53 |================================================ Arch Linux ......... 4534.89 |================================================= Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Ubuntu Linux 23.10 . 409.01 |================================================= CentOS Stream 9 .... 416.68 |================================================== Arch Linux ......... 413.38 |================================================== High Performance Conjugate Gradient 3.1 X Y Z: 104 104 104 - RT: 60 GFLOP/s > Higher Is Better Ubuntu Linux 23.10 . 71.14 |================================================== CentOS Stream 9 .... 71.13 |================================================== Fedora Server 39 ... 72.46 |=================================================== Arch Linux ......... 71.13 |================================================== Neural Magic DeepSparse 1.6 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Ubuntu Linux 23.10 . 14.06 |================================================== CentOS Stream 9 .... 14.32 |=================================================== Arch Linux ......... 14.10 |================================================== High Performance Conjugate Gradient 3.1 X Y Z: 144 144 144 - RT: 60 GFLOP/s > Higher Is Better Ubuntu Linux 23.10 . 69.34 |================================================== CentOS Stream 9 .... 69.17 |================================================== Fedora Server 39 ... 70.38 |=================================================== Arch Linux ......... 70.12 |=================================================== OSPRay 3.1 Benchmark: particle_volume/pathtracer/real_time Items Per Second > Higher Is Better Ubuntu Linux 23.10 . 82.97 |=================================================== CentOS Stream 9 .... 83.57 |=================================================== Fedora Server 39 ... 82.14 |================================================== Arch Linux ......... 82.51 |================================================== Neural Magic DeepSparse 1.6 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Ubuntu Linux 23.10 . 11099.64 |================================================ CentOS Stream 9 .... 11022.30 |=============================================== Arch Linux ......... 11213.16 |================================================ Neural Magic DeepSparse 1.6 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Ubuntu Linux 23.10 . 1837.11 |================================================ CentOS Stream 9 .... 1863.34 |================================================= Arch Linux ......... 1868.77 |================================================= OSPRay 3.1 Benchmark: particle_volume/scivis/real_time Items Per Second > Higher Is Better Ubuntu Linux 23.10 . 20.77 |=================================================== CentOS Stream 9 .... 20.44 |================================================== Fedora Server 39 ... 20.54 |================================================== Arch Linux ......... 20.78 |=================================================== OpenVINO 2023.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU FPS > Higher Is Better Ubuntu Linux 23.10 . 10033.95 |=============================================== CentOS Stream 9 .... 10113.47 |================================================ Fedora Server 39 ... 10082.93 |=============================================== Arch Linux ......... 10197.22 |================================================ Neural Magic DeepSparse 1.6 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Ubuntu Linux 23.10 . 34.76 |=================================================== CentOS Stream 9 .... 34.29 |================================================== Arch Linux ......... 34.21 |================================================== OpenVINO 2023.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 12.74 |=================================================== CentOS Stream 9 .... 12.65 |=================================================== Fedora Server 39 ... 12.69 |=================================================== Arch Linux ......... 12.54 |================================================== Neural Magic DeepSparse 1.6 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Ubuntu Linux 23.10 . 5.7515 |================================================== CentOS Stream 9 .... 5.7833 |================================================== Arch Linux ......... 5.6953 |================================================= OSPRay Studio 1.0 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 6324 |=================================================== Fedora Server 39 ... 6303 |=================================================== Arch Linux ......... 6399 |==================================================== OpenVINO 2023.2.dev Model: Road Segmentation ADAS FP16-INT8 - Device: CPU FPS > Higher Is Better Ubuntu Linux 23.10 . 2377.90 |================================================ CentOS Stream 9 .... 2412.51 |================================================= Fedora Server 39 ... 2383.22 |================================================ Arch Linux ......... 2409.76 |================================================= OpenVINO 2023.2.dev Model: Road Segmentation ADAS FP16-INT8 - Device: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 53.79 |=================================================== CentOS Stream 9 .... 53.02 |================================================== Fedora Server 39 ... 53.67 |=================================================== Arch Linux ......... 53.08 |================================================== Neural Magic DeepSparse 1.6 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Ubuntu Linux 23.10 . 133.21 |================================================= CentOS Stream 9 .... 133.28 |================================================= Arch Linux ......... 134.93 |================================================== Neural Magic DeepSparse 1.6 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Ubuntu Linux 23.10 . 132.68 |================================================= CentOS Stream 9 .... 132.91 |================================================== Arch Linux ......... 134.21 |================================================== OpenVINO 2023.2.dev Model: Face Detection Retail FP16-INT8 - Device: CPU FPS > Higher Is Better Ubuntu Linux 23.10 . 24570.10 |================================================ CentOS Stream 9 .... 24295.71 |=============================================== Fedora Server 39 ... 24296.54 |=============================================== Arch Linux ......... 24355.33 |================================================ Neural Magic DeepSparse 1.6 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Ubuntu Linux 23.10 . 477.14 |================================================== CentOS Stream 9 .... 476.58 |================================================== Arch Linux ......... 471.82 |================================================= OSPRay 3.1 Benchmark: particle_volume/ao/real_time Items Per Second > Higher Is Better Ubuntu Linux 23.10 . 20.65 |=================================================== CentOS Stream 9 .... 20.50 |=================================================== Fedora Server 39 ... 20.44 |================================================== Arch Linux ......... 20.67 |=================================================== OpenVINO 2023.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU FPS > Higher Is Better Ubuntu Linux 23.10 . 8901.61 |================================================= CentOS Stream 9 .... 8908.74 |================================================= Fedora Server 39 ... 8862.07 |================================================ Arch Linux ......... 8956.37 |================================================= OpenVINO 2023.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 14.37 |=================================================== CentOS Stream 9 .... 14.36 |=================================================== Fedora Server 39 ... 14.43 |=================================================== Arch Linux ......... 14.28 |================================================== OpenVINO 2023.2.dev Model: Face Detection Retail FP16-INT8 - Device: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 5.20 |==================================================== CentOS Stream 9 .... 5.25 |==================================================== Fedora Server 39 ... 5.25 |==================================================== Arch Linux ......... 5.24 |==================================================== Neural Magic DeepSparse 1.6 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Ubuntu Linux 23.10 . 478.76 |================================================== CentOS Stream 9 .... 478.03 |================================================== Arch Linux ......... 474.24 |================================================== Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Ubuntu Linux 23.10 . 829.51 |================================================== CentOS Stream 9 .... 827.99 |================================================== Arch Linux ......... 834.19 |================================================== Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Ubuntu Linux 23.10 . 77.02 |=================================================== CentOS Stream 9 .... 77.17 |=================================================== Arch Linux ......... 76.66 |=================================================== Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Ubuntu Linux 23.10 . 853.21 |================================================== CentOS Stream 9 .... 853.34 |================================================== Arch Linux ......... 857.85 |================================================== Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Ubuntu Linux 23.10 . 74.88 |=================================================== CentOS Stream 9 .... 74.80 |=================================================== Arch Linux ......... 74.53 |=================================================== Neural Magic DeepSparse 1.6 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Ubuntu Linux 23.10 . 1223.16 |================================================= CentOS Stream 9 .... 1223.65 |================================================= Arch Linux ......... 1227.37 |================================================= Neural Magic DeepSparse 1.6 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Ubuntu Linux 23.10 . 52.28 |=================================================== CentOS Stream 9 .... 52.24 |=================================================== Arch Linux ......... 52.12 |=================================================== NWChem 7.0.2 Input: C240 Buckyball Seconds < Lower Is Better Ubuntu Linux 23.10 . 1750.3 |================================================== LeelaChessZero 0.30 Backend: Eigen Nodes Per Second > Higher Is Better Ubuntu Linux 23.10 . 380 |===================================================== OSPRay Studio 1.0 Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 33174 |=================================================== Fedora Server 39 ... 27524 |========================================== Arch Linux ......... 23687 |==================================== OSPRay Studio 1.0 Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 32279 |=================================================== Fedora Server 39 ... 28035 |============================================ Arch Linux ......... 23884 |====================================== OpenVINO 2023.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU ms < Lower Is Better Ubuntu Linux 23.10 . 27.93 |=========================== CentOS Stream 9 .... 52.09 |=================================================== Fedora Server 39 ... 32.67 |================================ Arch Linux ......... 29.23 |============================= OpenVINO 2023.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU FPS > Higher Is Better Ubuntu Linux 23.10 . 1143.25 |================================================= CentOS Stream 9 .... 617.45 |========================== Fedora Server 39 ... 978.70 |========================================== Arch Linux ......... 1092.75 |=============================================== PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu Linux 23.10 . 25.62 |======================== Arch Linux ......... 54.09 |=================================================== PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Write TPS > Higher Is Better Ubuntu Linux 23.10 . 39542 |=================================================== Arch Linux ......... 18536 |======================== PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu Linux 23.10 . 1.489 |=================================================== Arch Linux ......... 1.440 |================================================= PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Only TPS > Higher Is Better Ubuntu Linux 23.10 . 679317 |================================================= Arch Linux ......... 698734 |================================================== GROMACS 2024 Implementation: MPI CPU - Input: water_GMX50_bare Ns Per Day > Higher Is Better Ubuntu Linux 23.10 . 9.630 |=================================== CentOS Stream 9 .... 5.939 |====================== Fedora Server 39 ... 7.180 |========================== Arch Linux ......... 13.638 |================================================== Redis 7.0.4 Test: SET - Parallel Connections: 500 Requests Per Second > Higher Is Better Ubuntu Linux 23.10 . 2134872.89 |============================================ CentOS Stream 9 .... 1978937.18 |========================================= Fedora Server 39 ... 2125843.97 |============================================ Arch Linux ......... 2231227.61 |============================================== Redis 7.0.4 Test: GET - Parallel Connections: 500 Requests Per Second > Higher Is Better Ubuntu Linux 23.10 . 1541713.80 |======================================= CentOS Stream 9 .... 1821521.39 |============================================== Fedora Server 39 ... 1838671.43 |============================================== Arch Linux ......... 1777534.65 |============================================ Memcached 1.6.19 Set To Get Ratio: 1:100 Ops/sec > Higher Is Better Ubuntu Linux 23.10 . 3477137.28 |================= CentOS Stream 9 .... 2615816.73 |============ Fedora Server 39 ... 8983240.52 |=========================================== Arch Linux ......... 9633352.44 |============================================== 7-Zip Compression 22.01 Test: Decompression Rating MIPS > Higher Is Better Ubuntu Linux 23.10 . 455056 |=============================================== CentOS Stream 9 .... 434200 |============================================= Fedora Server 39 ... 428601 |============================================ Arch Linux ......... 482076 |================================================== ACES DGEMM 1.0 Sustained Floating-Point Rate GFLOP/s > Higher Is Better Ubuntu Linux 23.10 . 37.97 |============================== CentOS Stream 9 .... 63.64 |=================================================== Fedora Server 39 ... 37.72 |============================== Arch Linux ......... 43.67 |=================================== Embree 4.3 Binary: Pathtracer ISPC - Model: Asian Dragon Frames Per Second > Higher Is Better Ubuntu Linux 23.10 . 144.92 |======================================== CentOS Stream 9 .... 177.80 |================================================== Fedora Server 39 ... 179.54 |================================================== Arch Linux ......... 148.60 |========================================= easyWave r34 Input: e2Asean Grid + BengkuluSept2007 Source - Time: 2400 Seconds < Lower Is Better Ubuntu Linux 23.10 . 177.75 |=========================================== CentOS Stream 9 .... 205.01 |================================================== Fedora Server 39 ... 156.24 |====================================== Arch Linux ......... 145.71 |==================================== LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: Rhodopsin Protein ns/day > Higher Is Better Ubuntu Linux 23.10 . 37.52 |============================================= CentOS Stream 9 .... 39.80 |=============================================== Fedora Server 39 ... 39.01 |=============================================== Arch Linux ......... 42.75 |=================================================== NAMD 3.0b6 Input: STMV with 1,066,628 Atoms ns/day > Higher Is Better Ubuntu Linux 23.10 . 1.49004 |====================================== CentOS Stream 9 .... 0.50251 |============= Fedora Server 39 ... 1.92977 |================================================= Arch Linux ......... 1.74784 |============================================ NAMD 3.0b6 Input: ATPase with 327,506 Atoms ns/day > Higher Is Better Ubuntu Linux 23.10 . 4.70711 |========================================= CentOS Stream 9 .... 3.20328 |============================ Fedora Server 39 ... 5.40706 |=============================================== Arch Linux ......... 5.59956 |================================================= Quicksilver 20230818 Input: CORAL2 P1 Figure Of Merit > Higher Is Better Ubuntu Linux 23.10 . 5931500 |================================================= CentOS Stream 9 .... 5800833 |================================================ Fedora Server 39 ... 5835818 |================================================ Arch Linux ......... 5865500 |================================================ LeelaChessZero 0.30 Backend: BLAS Nodes Per Second > Higher Is Better Ubuntu Linux 23.10 . 15 |======================================================