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 GPAW 23.6 Input: Carbon Nanotube Seconds < Lower Is Better Ubuntu Linux 23.10 . 38.64 |========== Fedora Server 39 ... 194.51 |================================================== 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 |============================== 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 |================================= 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 |============================================== 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 |================================================== 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 |================================================== RocksDB 8.0 Test: Read Random Write Random Op/s > Higher Is Better Ubuntu Linux 23.10 . 955461 |======================================== Fedora Server 39 ... 1184837 |================================================= 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 |========================================= Graph500 3.0 Scale: 26 bfs median_TEPS > Higher Is Better Ubuntu Linux 23.10 . 1226550000 |======================================= CentOS Stream 9 .... 1464120000 |============================================== Fedora Server 39 ... 1195510000 |====================================== Graph500 3.0 Scale: 26 bfs max_TEPS > Higher Is Better Ubuntu Linux 23.10 . 1289580000 |======================================== CentOS Stream 9 .... 1499600000 |============================================== Fedora Server 39 ... 1253250000 |====================================== 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 |=============================================== 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 |=================================================== 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 |================================================= 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 |============================================= RocksDB 8.0 Test: Read While Writing Op/s > Higher Is Better Ubuntu Linux 23.10 . 9775989 |================================================= Fedora Server 39 ... 8567006 |=========================================== 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 |=================================================== 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 |============================================== 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 |================================================ 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 |============================================== RawTherapee Total Benchmark Time Seconds < Lower Is Better Ubuntu Linux 23.10 . 129.08 |================================================== Fedora Server 39 ... 118.23 |============================================== RocksDB 8.0 Test: Random Read Op/s > Higher Is Better Ubuntu Linux 23.10 . 599822046 |=========================================== Fedora Server 39 ... 652854125 |=============================================== 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 |=============================================== 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 |================================================== 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 |============================================= 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 |=============================================== 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 |================================================ 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 |=============================================== 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 |=================================================== 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 |=================================================== 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 |================================================= Quicksilver 20230818 Input: CORAL2 P2 Figure Of Merit > Higher Is Better Ubuntu Linux 23.10 . 6744778 |================================================= CentOS Stream 9 .... 6381000 |============================================== Fedora Server 39 ... 6759600 |================================================= Graph500 3.0 Scale: 26 sssp median_TEPS > Higher Is Better Ubuntu Linux 23.10 . 483534000 |============================================== CentOS Stream 9 .... 466398000 |============================================ Fedora Server 39 ... 493031000 |=============================================== 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 |================================================= 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 |=================================================== Speedb 2.7 Test: Random Read Op/s > Higher Is Better Ubuntu Linux 23.10 . 600703384 |============================================= Fedora Server 39 ... 626261826 |=============================================== Quicksilver 20230818 Input: CTS2 Figure Of Merit > Higher Is Better Ubuntu Linux 23.10 . 7680222 |================================================= CentOS Stream 9 .... 7398333 |=============================================== Fedora Server 39 ... 7367500 |=============================================== 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 |================================================= 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 |================================================= Graph500 3.0 Scale: 26 sssp max_TEPS > Higher Is Better Ubuntu Linux 23.10 . 664991000 |=============================================== CentOS Stream 9 .... 640794000 |============================================= Fedora Server 39 ... 663412000 |=============================================== 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 |==================================================== 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 |=================================================== 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 |================================================ 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 |=================================================== 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 |================================================== 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 |================================================= 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 |=================================================== 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 |================================================= 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 |=================================================== 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 |=================================================== RocksDB 8.0 Test: Update Random Op/s > Higher Is Better Ubuntu Linux 23.10 . 125560 |================================================== Fedora Server 39 ... 123092 |================================================= 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 |=================================================== 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 |================================================ 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 |================================================== 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 |================================================== 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 |=================================================== 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 |=================================================== 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 |================================================= 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 |================================================== 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 |================================================== 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 |================================================= 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 |=================================================== 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 |=================================================== 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 |================================================== 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 |================================================== 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 |==================================================== 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 |================================================= 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 |================================================ 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 |=================================================== 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 |================================================= 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 |================================================== 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 |==================================================== 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 |================================================== 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 |==================================================== 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 |=============================================== 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 |=================================================== 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 |================================================== 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 |==================================================== 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 |==================================================== 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 |=================================================== 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 |================================================ 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 |=================================================== 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 |================================================ 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 |=================================================== 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 |================================================== 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 |==================================================== 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 |================================================= 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 |=================================================== 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 |===================================================== 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 |==================================================== 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 |==================================================== 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 |=================================================== 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 |================================================== 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 |================================================== 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 |=================================================== 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 |================================================== 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 |================================================== 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 |=================================================== 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 |=================================================== 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 |================================================== 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 |================================================= 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 |================================================== 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 |===================================================== 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 |===================================================== 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 |========================================== 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 |============================================ 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 |================================ 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 |========================================== PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu Linux 23.10 . 25.62 |=================================================== PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Write TPS > Higher Is Better Ubuntu Linux 23.10 . 39542 |=================================================== PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu Linux 23.10 . 1.489 |=================================================== PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Only TPS > Higher Is Better Ubuntu Linux 23.10 . 679317 |================================================== 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 |====================================== 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 |============================================== 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 |============================================== 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 |============================================== 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 |=============================================== 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 |================================================== 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 |====================================== 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 |================================================== 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 |================================================= 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 |================================================= Quicksilver 20230818 Input: CORAL2 P1 Figure Of Merit > Higher Is Better Ubuntu Linux 23.10 . 5931500 |================================================= CentOS Stream 9 .... 5800833 |================================================ Fedora Server 39 ... 5835818 |================================================ LeelaChessZero 0.30 Backend: BLAS Nodes Per Second > Higher Is Better Ubuntu Linux 23.10 . 15 |======================================================