AMD EPYC Genoa Linux Distro Benchmarks Benchmarks by Michael Larabel for a future article. AlmaLinux 9.1: Processor: 2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe OS: AlmaLinux 9.1, Kernel: 5.14.0-162.6.1.el9_1.x86_64 (x86_64), Desktop: GNOME Shell 40.10, Display Server: X Server 1.20.11, Compiler: GCC 11.3.1 20220421, File-System: xfs, Screen Resolution: 1600x1200 CentOS Stream 9: Processor: 2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe OS: CentOS Stream 9, Kernel: 5.14.0-214.el9.x86_64 (x86_64), Desktop: GNOME Shell 40.10, Display Server: X Server 1.20.11, Compiler: GCC 11.3.1 20221121, File-System: xfs, Screen Resolution: 1920x1080 Clear Linux 37930: Processor: 2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB + 15GB Ultra USB 3.0, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe OS: Clear Linux OS 37930, Kernel: 6.1.1-1229.native (x86_64), Display Server: X Server, Compiler: GCC 12.2.1 20221229 releases/gcc-12.2.0-321-g4f1ece58a7 + Clang 15.0.4 + LLVM 15.0.4, File-System: ext4, Screen Resolution: 640x480 Debian 12 Testing: Processor: 2 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe OS: Debian, Kernel: 6.0.0-6-amd64 (x86_64), Desktop: GNOME Shell 43.1, Display Server: X Server 1.21.1.5, Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 800x600 Fedora Server 37: Processor: 2 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe OS: Fedora Linux 37, Kernel: 6.0.15-300.fc37.x86_64 (x86_64), Compiler: GCC 12.2.1 20221121, File-System: xfs, Screen Resolution: 640x480 Ubuntu 22.04.1 LTS: Processor: 2 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe OS: Ubuntu 22.04, Kernel: 5.15.0-56-generic (x86_64), Vulkan: 1.2.204, Compiler: GCC 11.3.0, File-System: ext4, Screen Resolution: 1600x1200 Ubuntu 22.10: Processor: 2 x AMD EPYC 9654 96-Core (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe OS: Ubuntu 22.10, Kernel: 5.19.0-26-generic (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4, Vulkan: 1.3.224, Compiler: GCC 12.2.0 + Clang 15.0.2-1, File-System: ext4, Screen Resolution: 1920x1080 Ubuntu 23.04 Daily: Processor: 2 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe OS: Ubuntu 23.04, Kernel: 5.19.0-21-generic (x86_64), Desktop: GNOME Shell 43.1, Display Server: X Server 1.21.1.4, Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1920x1080 7-Zip Compression 22.01 Test: Compression Rating MIPS > Higher Is Better AlmaLinux 9.1 ...... 1379929 |=============================================== CentOS Stream 9 .... 1389443 |=============================================== Clear Linux 37930 .. 1206081 |========================================= Debian 12 Testing .. 1437834 |================================================= Fedora Server 37 ... 672345 |======================= Ubuntu 22.04.1 LTS . 765205 |========================== Ubuntu 22.10 ....... 787085 |=========================== Ubuntu 23.04 Daily . 762112 |========================== 7-Zip Compression 22.01 Test: Decompression Rating MIPS > Higher Is Better AlmaLinux 9.1 ...... 1232602 |================================================= CentOS Stream 9 .... 1229727 |================================================= Clear Linux 37930 .. 1208904 |================================================ Debian 12 Testing .. 1235712 |================================================= Fedora Server 37 ... 1118799 |============================================ Ubuntu 22.04.1 LTS . 1122855 |============================================= Ubuntu 22.10 ....... 1137175 |============================================= Ubuntu 23.04 Daily . 1162688 |============================================== Blender 3.4 Blend File: Classroom - Compute: CPU-Only Seconds < Lower Is Better AlmaLinux 9.1 ...... 20.96 |================================================== CentOS Stream 9 .... 20.56 |================================================= Clear Linux 37930 .. 20.60 |================================================= Debian 12 Testing .. 20.52 |================================================= Fedora Server 37 ... 21.45 |=================================================== Ubuntu 22.04.1 LTS . 21.18 |================================================== Ubuntu 22.10 ....... 21.13 |================================================== Ubuntu 23.04 Daily . 20.79 |================================================= CockroachDB 22.2 Workload: MoVR - Concurrency: 128 ops/s > Higher Is Better AlmaLinux 9.1 ...... 938.4 |=================================================== CentOS Stream 9 .... 936.3 |=================================================== Debian 12 Testing .. 616.1 |================================= Fedora Server 37 ... 545.8 |============================== Ubuntu 22.04.1 LTS . 630.0 |================================== Ubuntu 22.10 ....... 610.8 |================================= Ubuntu 23.04 Daily . 610.7 |================================= CockroachDB 22.2 Workload: MoVR - Concurrency: 512 ops/s > Higher Is Better AlmaLinux 9.1 ...... 944.2 |=================================================== CentOS Stream 9 .... 936.2 |=================================================== Debian 12 Testing .. 612.4 |================================= Fedora Server 37 ... 544.0 |============================= Ubuntu 22.04.1 LTS . 629.4 |================================== Ubuntu 22.10 ....... 610.6 |================================= Ubuntu 23.04 Daily . 609.3 |================================= CockroachDB 22.2 Workload: MoVR - Concurrency: 1024 ops/s > Higher Is Better AlmaLinux 9.1 ...... 943.0 |=================================================== CentOS Stream 9 .... 937.0 |=================================================== Debian 12 Testing .. 612.4 |================================= Fedora Server 37 ... 548.2 |============================== Ubuntu 22.04.1 LTS . 627.3 |================================== Ubuntu 22.10 ....... 611.7 |================================= Ubuntu 23.04 Daily . 615.5 |================================= CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 128 ops/s > Higher Is Better AlmaLinux 9.1 ...... 40349.6 |================================================= CentOS Stream 9 .... 38849.7 |=============================================== Debian 12 Testing .. 25384.1 |=============================== Fedora Server 37 ... 31400.4 |====================================== Ubuntu 22.04.1 LTS . 27346.3 |================================= Ubuntu 22.10 ....... 25586.5 |=============================== Ubuntu 23.04 Daily . 25952.6 |================================ CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 512 ops/s > Higher Is Better AlmaLinux 9.1 ...... 41728.7 |================================================= CentOS Stream 9 .... 39678.9 |=============================================== Debian 12 Testing .. 30325.0 |==================================== Fedora Server 37 ... 34135.1 |======================================== Ubuntu 22.04.1 LTS . 31996.6 |====================================== Ubuntu 22.10 ....... 30362.3 |==================================== Ubuntu 23.04 Daily . 29918.5 |=================================== CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 128 ops/s > Higher Is Better AlmaLinux 9.1 ...... 50281.0 |================================================= CentOS Stream 9 .... 50034.5 |================================================= Debian 12 Testing .. 36742.7 |==================================== Fedora Server 37 ... 42943.9 |========================================== Ubuntu 22.04.1 LTS . 38914.0 |====================================== Ubuntu 22.10 ....... 37011.3 |==================================== Ubuntu 23.04 Daily . 36888.4 |==================================== CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 512 ops/s > Higher Is Better AlmaLinux 9.1 ...... 50626.7 |=============================================== CentOS Stream 9 .... 53059.9 |================================================= Debian 12 Testing .. 40757.2 |====================================== Fedora Server 37 ... 45199.6 |========================================== Ubuntu 22.04.1 LTS . 41585.5 |====================================== Ubuntu 22.10 ....... 39856.8 |===================================== Ubuntu 23.04 Daily . 40592.5 |===================================== CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 128 ops/s > Higher Is Better AlmaLinux 9.1 ...... 55509.5 |================================================= CentOS Stream 9 .... 54048.5 |================================================ Debian 12 Testing .. 41528.6 |===================================== Fedora Server 37 ... 44400.8 |======================================= Ubuntu 22.04.1 LTS . 42040.4 |===================================== Ubuntu 22.10 ....... 40495.9 |==================================== Ubuntu 23.04 Daily . 40411.5 |==================================== CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 512 ops/s > Higher Is Better AlmaLinux 9.1 ...... 52478.2 |=============================================== CentOS Stream 9 .... 54178.3 |================================================= Debian 12 Testing .. 46224.3 |========================================== Fedora Server 37 ... 49104.1 |============================================ Ubuntu 22.04.1 LTS . 44388.5 |======================================== Ubuntu 22.10 ....... 43058.3 |======================================= Ubuntu 23.04 Daily . 43658.3 |======================================= CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 128 ops/s > Higher Is Better AlmaLinux 9.1 ...... 65631.1 |================================================= CentOS Stream 9 .... 65223.3 |================================================= Debian 12 Testing .. 56540.7 |========================================== Fedora Server 37 ... 50569.8 |====================================== Ubuntu 22.04.1 LTS . 56998.0 |=========================================== Ubuntu 22.10 ....... 56347.2 |========================================== Ubuntu 23.04 Daily . 55269.9 |========================================= CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 1024 ops/s > Higher Is Better AlmaLinux 9.1 ...... 40016.5 |================================================= CentOS Stream 9 .... 39412.1 |================================================ Debian 12 Testing .. 31908.7 |======================================= Fedora Server 37 ... 35127.0 |=========================================== Ubuntu 22.04.1 LTS . 32216.4 |======================================= Ubuntu 22.10 ....... 31192.4 |====================================== Ubuntu 23.04 Daily . 31295.8 |====================================== CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 1024 ops/s > Higher Is Better AlmaLinux 9.1 ...... 51644.5 |================================================= CentOS Stream 9 .... 48074.4 |============================================== Debian 12 Testing .. 41466.0 |======================================= Fedora Server 37 ... 44065.7 |========================================== Ubuntu 22.04.1 LTS . 43601.9 |========================================= Ubuntu 22.10 ....... 42428.0 |======================================== Ubuntu 23.04 Daily . 43281.1 |========================================= CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 1024 ops/s > Higher Is Better AlmaLinux 9.1 ...... 54120.3 |================================================= CentOS Stream 9 .... 51501.8 |=============================================== Debian 12 Testing .. 47174.8 |=========================================== Fedora Server 37 ... 48661.9 |============================================ Ubuntu 22.04.1 LTS . 47082.4 |=========================================== Ubuntu 22.10 ....... 45989.7 |========================================== Ubuntu 23.04 Daily . 46316.8 |========================================== CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 1024 ops/s > Higher Is Better AlmaLinux 9.1 ...... 59646.2 |=============================================== CentOS Stream 9 .... 61954.9 |================================================= Debian 12 Testing .. 54983.4 |=========================================== Fedora Server 37 ... 55610.3 |============================================ Ubuntu 22.04.1 LTS . 61963.7 |================================================= Ubuntu 22.10 ....... 56954.6 |============================================= Ubuntu 23.04 Daily . 57999.8 |============================================== DaCapo Benchmark 9.12-MR1 Java Test: H2 msec < Lower Is Better AlmaLinux 9.1 ...... 3569 |========================= CentOS Stream 9 .... 4212 |============================== Clear Linux 37930 .. 3564 |========================= Debian 12 Testing .. 5387 |====================================== Fedora Server 37 ... 6264 |============================================ Ubuntu 22.04.1 LTS . 6319 |============================================= Ubuntu 22.10 ....... 7176 |=================================================== Ubuntu 23.04 Daily . 7320 |==================================================== DaCapo Benchmark 9.12-MR1 Java Test: Jython msec < Lower Is Better AlmaLinux 9.1 ...... 3254 |=============================================== CentOS Stream 9 .... 3334 |================================================= Clear Linux 37930 .. 3120 |============================================= Debian 12 Testing .. 3335 |================================================= Fedora Server 37 ... 3572 |==================================================== Ubuntu 22.04.1 LTS . 3463 |================================================== Ubuntu 22.10 ....... 3505 |=================================================== Ubuntu 23.04 Daily . 3489 |=================================================== Embree 3.13 Binary: Pathtracer ISPC - Model: Crown Frames Per Second > Higher Is Better AlmaLinux 9.1 ...... 181.20 |================================================== CentOS Stream 9 .... 180.75 |================================================== Clear Linux 37930 .. 180.01 |================================================= Debian 12 Testing .. 181.34 |================================================== Fedora Server 37 ... 177.71 |================================================= Ubuntu 22.10 ....... 182.40 |================================================== Ubuntu 23.04 Daily . 179.02 |================================================= Embree 3.13 Binary: Pathtracer ISPC - Model: Asian Dragon Frames Per Second > Higher Is Better AlmaLinux 9.1 ...... 212.68 |================================================== CentOS Stream 9 .... 212.75 |================================================== Clear Linux 37930 .. 211.50 |================================================== Debian 12 Testing .. 213.16 |================================================== Fedora Server 37 ... 208.98 |================================================= Ubuntu 22.10 ....... 211.75 |================================================== Ubuntu 23.04 Daily . 212.47 |================================================== GROMACS 2022.1 Implementation: MPI CPU - Input: water_GMX50_bare Ns Per Day > Higher Is Better AlmaLinux 9.1 ...... 16.62 |============================================= CentOS Stream 9 .... 16.64 |============================================= Debian 12 Testing .. 18.48 |================================================== Fedora Server 37 ... 18.76 |=================================================== Ubuntu 22.04.1 LTS . 18.33 |================================================== Ubuntu 22.10 ....... 18.58 |================================================== Ubuntu 23.04 Daily . 18.81 |=================================================== Intel Open Image Denoise 1.4.0 Run: RT.hdr_alb_nrm.3840x2160 Images / Sec > Higher Is Better AlmaLinux 9.1 ...... 3.07 |============================================== CentOS Stream 9 .... 3.01 |============================================= Clear Linux 37930 .. 3.07 |============================================== Debian 12 Testing .. 3.40 |=================================================== Fedora Server 37 ... 3.07 |============================================== Ubuntu 22.04.1 LTS . 3.44 |=================================================== Ubuntu 22.10 ....... 3.44 |=================================================== Ubuntu 23.04 Daily . 3.49 |==================================================== Intel Open Image Denoise 1.4.0 Run: RTLightmap.hdr.4096x4096 Images / Sec > Higher Is Better AlmaLinux 9.1 ...... 1.43 |============================================= CentOS Stream 9 .... 1.40 |============================================ Clear Linux 37930 .. 1.42 |============================================ Debian 12 Testing .. 1.61 |================================================== Fedora Server 37 ... 1.45 |============================================= Ubuntu 22.04.1 LTS . 1.63 |=================================================== Ubuntu 22.10 ....... 1.65 |==================================================== Ubuntu 23.04 Daily . 1.66 |==================================================== MariaDB 10.8.2 Clients: 256 Queries Per Second > Higher Is Better AlmaLinux 9.1 ...... 632 |================================================== CentOS Stream 9 .... 579 |============================================== Clear Linux 37930 .. 671 |===================================================== Fedora Server 37 ... 451 |==================================== Ubuntu 22.04.1 LTS . 440 |=================================== Ubuntu 22.10 ....... 328 |========================== Ubuntu 23.04 Daily . 264 |===================== NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better AlmaLinux 9.1 ...... 0.12898 |================================================ CentOS Stream 9 .... 0.12934 |================================================ Clear Linux 37930 .. 0.12844 |================================================ Debian 12 Testing .. 0.12971 |================================================ Fedora Server 37 ... 0.13139 |================================================= Ubuntu 22.04.1 LTS . 0.12897 |================================================ Ubuntu 22.10 ....... 0.12870 |================================================ Ubuntu 23.04 Daily . 0.12852 |================================================ Numenta Anomaly Benchmark 1.1 Detector: KNN CAD Seconds < Lower Is Better AlmaLinux 9.1 ...... 69.35 |========================================== CentOS Stream 9 .... 74.05 |============================================= Clear Linux 37930 .. 66.48 |======================================== Debian 12 Testing .. 81.85 |================================================== Fedora Server 37 ... 70.83 |=========================================== Ubuntu 22.04.1 LTS . 83.90 |=================================================== Ubuntu 22.10 ....... 82.14 |================================================== Ubuntu 23.04 Daily . 71.51 |=========================================== Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy Seconds < Lower Is Better AlmaLinux 9.1 ...... 10.890 |================================================== CentOS Stream 9 .... 9.969 |============================================== Clear Linux 37930 .. 9.902 |============================================= Debian 12 Testing .. 10.436 |================================================ Fedora Server 37 ... 10.371 |================================================ Ubuntu 22.04.1 LTS . 10.001 |============================================== Ubuntu 22.10 ....... 10.055 |============================================== Ubuntu 23.04 Daily . 10.414 |================================================ Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian Seconds < Lower Is Better AlmaLinux 9.1 ...... 4.095 |========================================= CentOS Stream 9 .... 4.322 |=========================================== Clear Linux 37930 .. 3.740 |====================================== Debian 12 Testing .. 5.078 |=================================================== Fedora Server 37 ... 4.123 |========================================= Ubuntu 22.04.1 LTS . 4.907 |================================================= Ubuntu 22.10 ....... 4.850 |================================================= Ubuntu 23.04 Daily . 4.199 |========================================== Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline Seconds < Lower Is Better AlmaLinux 9.1 ...... 64.41 |================================================= CentOS Stream 9 .... 67.70 |=================================================== Clear Linux 37930 .. 54.21 |========================================= Debian 12 Testing .. 65.10 |================================================= Fedora Server 37 ... 59.51 |============================================= Ubuntu 22.04.1 LTS . 64.91 |================================================= Ubuntu 22.10 ....... 66.79 |================================================== Ubuntu 23.04 Daily . 60.41 |============================================== Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint Seconds < Lower Is Better AlmaLinux 9.1 ...... 18.78 |=========================================== CentOS Stream 9 .... 22.38 |=================================================== Clear Linux 37930 .. 18.33 |========================================== Debian 12 Testing .. 16.70 |====================================== Fedora Server 37 ... 15.03 |================================== Ubuntu 22.04.1 LTS . 16.85 |====================================== Ubuntu 22.10 ....... 16.63 |====================================== Ubuntu 23.04 Daily . 20.02 |============================================== Numenta Anomaly Benchmark 1.1 Detector: Contextual Anomaly Detector OSE Seconds < Lower Is Better AlmaLinux 9.1 ...... 47.84 |=================================================== CentOS Stream 9 .... 46.54 |================================================== Clear Linux 37930 .. 29.56 |================================ Debian 12 Testing .. 38.34 |========================================= Fedora Server 37 ... 32.78 |=================================== Ubuntu 22.04.1 LTS . 37.88 |======================================== Ubuntu 22.10 ....... 38.42 |========================================= Ubuntu 23.04 Daily . 38.21 |========================================= oneDNN 3.0 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 1835.81 |======================================= CentOS Stream 9 .... 1834.63 |======================================= Clear Linux 37930 .. 1042.81 |====================== Debian 12 Testing .. 1878.59 |======================================== Fedora Server 37 ... 2105.29 |============================================= Ubuntu 22.04.1 LTS . 1988.41 |========================================== Ubuntu 22.10 ....... 2187.43 |=============================================== Ubuntu 23.04 Daily . 2303.13 |================================================= oneDNN 3.0 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 1996.28 |=================================== CentOS Stream 9 .... 2044.14 |==================================== Clear Linux 37930 .. 1387.81 |======================== Debian 12 Testing .. 2073.38 |==================================== Fedora Server 37 ... 2445.17 |========================================== Ubuntu 22.04.1 LTS . 2298.78 |======================================== Ubuntu 22.10 ....... 2819.87 |================================================= Ubuntu 23.04 Daily . 2624.72 |============================================== oneDNN 3.0 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 1860.39 |======================================== CentOS Stream 9 .... 1812.70 |======================================= Clear Linux 37930 .. 1018.52 |====================== Debian 12 Testing .. 1861.54 |======================================== Fedora Server 37 ... 2068.17 |============================================= Ubuntu 22.04.1 LTS . 2257.70 |================================================= Ubuntu 22.10 ....... 2216.45 |================================================ Ubuntu 23.04 Daily . 2246.93 |================================================= oneDNN 3.0 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 2008.74 |==================================== CentOS Stream 9 .... 2024.98 |===================================== Clear Linux 37930 .. 1375.58 |========================= Debian 12 Testing .. 2403.10 |=========================================== Fedora Server 37 ... 2520.37 |============================================== Ubuntu 22.04.1 LTS . 2468.48 |============================================= Ubuntu 22.10 ....... 2711.97 |================================================= Ubuntu 23.04 Daily . 2580.40 |=============================================== OpenSSL sign/s > Higher Is Better AlmaLinux 9.1 ...... 43993.2 |================================================= CentOS Stream 9 .... 44352.6 |================================================= Clear Linux 37930 .. 43967.2 |================================================= Debian 12 Testing .. 43853.4 |================================================ Fedora Server 37 ... 43315.7 |================================================ Ubuntu 22.04.1 LTS . 44110.8 |================================================= Ubuntu 22.10 ....... 44112.2 |================================================= Ubuntu 23.04 Daily . 43687.8 |================================================ OpenSSL verify/s > Higher Is Better AlmaLinux 9.1 ...... 2911222.9 |=============================================== CentOS Stream 9 .... 2927055.0 |=============================================== Clear Linux 37930 .. 2927136.7 |=============================================== Debian 12 Testing .. 2895201.0 |============================================== Fedora Server 37 ... 2872414.2 |============================================== Ubuntu 22.04.1 LTS . 2922298.5 |=============================================== Ubuntu 22.10 ....... 2918571.6 |=============================================== Ubuntu 23.04 Daily . 2897377.0 |=============================================== OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU FPS > Higher Is Better AlmaLinux 9.1 ...... 99.79 |================================================= CentOS Stream 9 .... 101.65 |================================================== Debian 12 Testing .. 102.03 |================================================== Fedora Server 37 ... 100.47 |================================================= Ubuntu 22.04.1 LTS . 95.45 |=============================================== Ubuntu 22.10 ....... 101.66 |================================================== Ubuntu 23.04 Daily . 101.81 |================================================== OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 479.36 |======================= CentOS Stream 9 .... 471.76 |======================= Debian 12 Testing .. 469.61 |======================= Fedora Server 37 ... 477.15 |======================= Ubuntu 22.04.1 LTS . 1000.67 |================================================= Ubuntu 22.10 ....... 471.17 |======================= Ubuntu 23.04 Daily . 470.93 |======================= OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU FPS > Higher Is Better AlmaLinux 9.1 ...... 53.57 |================================================== CentOS Stream 9 .... 53.87 |=================================================== Debian 12 Testing .. 54.15 |=================================================== Fedora Server 37 ... 36.04 |================================== Ubuntu 22.04.1 LTS . 41.21 |======================================= Ubuntu 22.10 ....... 37.61 |=================================== Ubuntu 23.04 Daily . 37.87 |==================================== OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 890.64 |=================== CentOS Stream 9 .... 886.89 |=================== Debian 12 Testing .. 881.35 |=================== Fedora Server 37 ... 1322.86 |============================ Ubuntu 22.04.1 LTS . 2306.25 |================================================= Ubuntu 22.10 ....... 1266.30 |=========================== Ubuntu 23.04 Daily . 1258.84 |=========================== OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU FPS > Higher Is Better AlmaLinux 9.1 ...... 53.32 |================================================== CentOS Stream 9 .... 53.71 |=================================================== Debian 12 Testing .. 54.09 |=================================================== Fedora Server 37 ... 35.76 |================================== Ubuntu 22.04.1 LTS . 41.52 |======================================= Ubuntu 22.10 ....... 37.75 |==================================== Ubuntu 23.04 Daily . 37.72 |==================================== OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 895.20 |=================== CentOS Stream 9 .... 889.89 |=================== Debian 12 Testing .. 882.44 |=================== Fedora Server 37 ... 1332.04 |============================= Ubuntu 22.04.1 LTS . 2287.29 |================================================= Ubuntu 22.10 ....... 1262.75 |=========================== Ubuntu 23.04 Daily . 1264.27 |=========================== OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU FPS > Higher Is Better AlmaLinux 9.1 ...... 7199.62 |================================================ CentOS Stream 9 .... 7358.64 |================================================= Debian 12 Testing .. 7356.96 |================================================= Fedora Server 37 ... 7232.28 |================================================ Ubuntu 22.04.1 LTS . 2774.22 |================== Ubuntu 22.10 ....... 7384.35 |================================================= Ubuntu 23.04 Daily . 7374.75 |================================================= OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 6.65 |========== CentOS Stream 9 .... 6.51 |========== Debian 12 Testing .. 6.51 |========== Fedora Server 37 ... 6.62 |========== Ubuntu 22.04.1 LTS . 34.59 |=================================================== Ubuntu 22.10 ....... 6.49 |========== Ubuntu 23.04 Daily . 6.50 |========== OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU FPS > Higher Is Better AlmaLinux 9.1 ...... 187.82 |================================================= CentOS Stream 9 .... 190.76 |================================================== Debian 12 Testing .. 191.05 |================================================== Fedora Server 37 ... 189.09 |================================================= Ubuntu 22.04.1 LTS . 187.90 |================================================= Ubuntu 22.10 ....... 191.17 |================================================== Ubuntu 23.04 Daily . 190.87 |================================================== OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 255.02 |========================= CentOS Stream 9 .... 251.14 |========================= Debian 12 Testing .. 250.79 |========================= Fedora Server 37 ... 253.35 |========================= Ubuntu 22.04.1 LTS . 508.97 |================================================== Ubuntu 22.10 ....... 250.59 |========================= Ubuntu 23.04 Daily . 250.97 |========================= OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU FPS > Higher Is Better AlmaLinux 9.1 ...... 10757.34 |=============================================== CentOS Stream 9 .... 10981.96 |================================================ Debian 12 Testing .. 10996.31 |================================================ Fedora Server 37 ... 10836.10 |=============================================== Ubuntu 22.04.1 LTS . 8815.45 |====================================== Ubuntu 22.10 ....... 10984.86 |================================================ Ubuntu 23.04 Daily . 10974.40 |================================================ OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 4.45 |===================== CentOS Stream 9 .... 4.36 |==================== Debian 12 Testing .. 4.36 |==================== Fedora Server 37 ... 4.42 |===================== Ubuntu 22.04.1 LTS . 10.88 |=================================================== Ubuntu 22.10 ....... 4.36 |==================== Ubuntu 23.04 Daily . 4.36 |==================== OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU FPS > Higher Is Better AlmaLinux 9.1 ...... 9599.10 |================================================ CentOS Stream 9 .... 9793.55 |================================================= Debian 12 Testing .. 9838.82 |================================================= Fedora Server 37 ... 9708.74 |================================================ Ubuntu 22.04.1 LTS . 4120.47 |===================== Ubuntu 22.10 ....... 9845.21 |================================================= Ubuntu 23.04 Daily . 9839.80 |================================================= OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 4.98 |=========== CentOS Stream 9 .... 4.88 |=========== Debian 12 Testing .. 4.86 |=========== Fedora Server 37 ... 4.93 |=========== Ubuntu 22.04.1 LTS . 23.34 |=================================================== Ubuntu 22.10 ....... 4.86 |=========== Ubuntu 23.04 Daily . 4.87 |=========== OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU FPS > Higher Is Better AlmaLinux 9.1 ...... 942.55 |================================================= CentOS Stream 9 .... 949.62 |================================================= Debian 12 Testing .. 954.29 |================================================== Fedora Server 37 ... 943.69 |================================================= Ubuntu 22.04.1 LTS . 936.93 |================================================= Ubuntu 22.10 ....... 963.35 |================================================== Ubuntu 23.04 Daily . 952.14 |================================================= OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 50.84 |========================= CentOS Stream 9 .... 50.47 |========================= Debian 12 Testing .. 50.25 |========================= Fedora Server 37 ... 50.79 |========================= Ubuntu 22.04.1 LTS . 102.43 |================================================== Ubuntu 22.10 ....... 49.77 |======================== Ubuntu 23.04 Daily . 50.36 |========================= OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU FPS > Higher Is Better AlmaLinux 9.1 ...... 18714.42 |=============================================== CentOS Stream 9 .... 18953.44 |=============================================== Debian 12 Testing .. 19174.54 |================================================ Fedora Server 37 ... 18954.91 |=============================================== Ubuntu 22.04.1 LTS . 16933.31 |========================================== Ubuntu 22.10 ....... 19163.47 |================================================ Ubuntu 23.04 Daily . 19150.02 |================================================ OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 10.20 |============================================= CentOS Stream 9 .... 10.05 |============================================= Debian 12 Testing .. 9.96 |============================================ Fedora Server 37 ... 10.08 |============================================= Ubuntu 22.04.1 LTS . 11.47 |=================================================== Ubuntu 22.10 ....... 9.96 |============================================ Ubuntu 23.04 Daily . 9.96 |============================================ OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU FPS > Higher Is Better AlmaLinux 9.1 ...... 8858.69 |=============================================== CentOS Stream 9 .... 9059.49 |================================================ Debian 12 Testing .. 9192.35 |================================================= Fedora Server 37 ... 8867.05 |=============================================== Ubuntu 22.04.1 LTS . 4147.74 |====================== Ubuntu 22.10 ....... 9052.63 |================================================ Ubuntu 23.04 Daily . 9105.67 |================================================= OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 5.40 |============ CentOS Stream 9 .... 5.29 |============ Debian 12 Testing .. 5.21 |=========== Fedora Server 37 ... 5.41 |============ Ubuntu 22.04.1 LTS . 23.14 |=================================================== Ubuntu 22.10 ....... 5.29 |============ Ubuntu 23.04 Daily . 5.26 |============ OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU FPS > Higher Is Better AlmaLinux 9.1 ...... 88671.56 |============================ CentOS Stream 9 .... 142443.10 |============================================= Debian 12 Testing .. 149915.99 |=============================================== Fedora Server 37 ... 146533.10 |============================================== Ubuntu 22.04.1 LTS . 119149.06 |===================================== Ubuntu 22.10 ....... 149753.69 |=============================================== Ubuntu 23.04 Daily . 150255.94 |=============================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 0.54 |====================== CentOS Stream 9 .... 0.55 |======================= Debian 12 Testing .. 0.90 |===================================== Fedora Server 37 ... 0.91 |====================================== Ubuntu 22.04.1 LTS . 1.26 |==================================================== Ubuntu 22.10 ....... 0.90 |===================================== Ubuntu 23.04 Daily . 0.90 |===================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU FPS > Higher Is Better AlmaLinux 9.1 ...... 80966.74 |================================ CentOS Stream 9 .... 115292.43 |============================================= Debian 12 Testing .. 117428.87 |============================================== Fedora Server 37 ... 116674.85 |============================================== Ubuntu 22.04.1 LTS . 84183.91 |================================= Ubuntu 22.10 ....... 119916.92 |=============================================== Ubuntu 23.04 Daily . 118531.23 |============================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU ms < Lower Is Better AlmaLinux 9.1 ...... 0.93 |======================== CentOS Stream 9 .... 0.98 |========================= Debian 12 Testing .. 1.19 |============================== Fedora Server 37 ... 1.21 |=============================== Ubuntu 22.04.1 LTS . 2.05 |==================================================== Ubuntu 22.10 ....... 1.18 |============================== Ubuntu 23.04 Daily . 1.19 |============================== OpenVKL 1.3.1 Benchmark: vklBenchmark ISPC Items / Sec > Higher Is Better AlmaLinux 9.1 ...... 1311 |============================================= CentOS Stream 9 .... 1316 |============================================== Clear Linux 37930 .. 1320 |============================================== Debian 12 Testing .. 1314 |============================================= Fedora Server 37 ... 1258 |============================================ Ubuntu 22.04.1 LTS . 1502 |==================================================== Ubuntu 22.10 ....... 1285 |============================================ Ubuntu 23.04 Daily . 1300 |============================================= OSPRay 2.10 Benchmark: particle_volume/pathtracer/real_time Items Per Second > Higher Is Better AlmaLinux 9.1 ...... 224.04 |================================================= CentOS Stream 9 .... 227.21 |================================================== Clear Linux 37930 .. 229.00 |================================================== Debian 12 Testing .. 175.26 |====================================== Fedora Server 37 ... 174.94 |====================================== Ubuntu 22.04.1 LTS . 177.48 |======================================= Ubuntu 22.10 ....... 174.32 |====================================== Ubuntu 23.04 Daily . 175.57 |====================================== PHPBench 0.8.1 PHP Benchmark Suite Score > Higher Is Better AlmaLinux 9.1 ...... 615319 |=============== CentOS Stream 9 .... 776821 |=================== Clear Linux 37930 .. 1957357 |================================================= Debian 12 Testing .. 845516 |===================== Fedora Server 37 ... 821180 |===================== Ubuntu 22.04.1 LTS . 821279 |===================== Ubuntu 22.10 ....... 852283 |===================== Ubuntu 23.04 Daily . 851055 |===================== PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Only TPS > Higher Is Better AlmaLinux 9.1 ...... 1989040 |================================= CentOS Stream 9 .... 2776596 |============================================== Clear Linux 37930 .. 2844526 |================================================ Debian 12 Testing .. 2775073 |============================================== Fedora Server 37 ... 2760594 |============================================== Ubuntu 22.04.1 LTS . 2928894 |================================================= Ubuntu 22.10 ....... 2906035 |================================================= Ubuntu 23.04 Daily . 2836480 |=============================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency ms < Lower Is Better AlmaLinux 9.1 ...... 0.126 |=================================================== CentOS Stream 9 .... 0.090 |==================================== Clear Linux 37930 .. 0.088 |==================================== Debian 12 Testing .. 0.090 |==================================== Fedora Server 37 ... 0.091 |===================================== Ubuntu 22.04.1 LTS . 0.085 |================================== Ubuntu 22.10 ....... 0.086 |=================================== Ubuntu 23.04 Daily . 0.088 |==================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Only TPS > Higher Is Better AlmaLinux 9.1 ...... 2828780 |=========================================== CentOS Stream 9 .... 3226697 |================================================= Clear Linux 37930 .. 3172371 |================================================ Debian 12 Testing .. 3079265 |============================================== Fedora Server 37 ... 3075798 |============================================== Ubuntu 22.04.1 LTS . 3230577 |================================================= Ubuntu 22.10 ....... 3252697 |================================================= Ubuntu 23.04 Daily . 3217488 |================================================ PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency ms < Lower Is Better AlmaLinux 9.1 ...... 0.177 |=================================================== CentOS Stream 9 .... 0.155 |============================================= Clear Linux 37930 .. 0.158 |============================================== Debian 12 Testing .. 0.163 |=============================================== Fedora Server 37 ... 0.163 |=============================================== Ubuntu 22.04.1 LTS . 0.155 |============================================= Ubuntu 22.10 ....... 0.154 |============================================ Ubuntu 23.04 Daily . 0.156 |============================================= PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Write TPS > Higher Is Better AlmaLinux 9.1 ...... 17184 |============ CentOS Stream 9 .... 15656 |=========== Clear Linux 37930 .. 71470 |=================================================== Debian 12 Testing .. 21353 |=============== Fedora Server 37 ... 29700 |===================== Ubuntu 22.04.1 LTS . 30366 |====================== Ubuntu 22.10 ....... 14029 |========== Ubuntu 23.04 Daily . 29627 |===================== PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Write TPS > Higher Is Better AlmaLinux 9.1 ...... 14462 |=========== CentOS Stream 9 .... 12346 |========= Clear Linux 37930 .. 67218 |=================================================== Debian 12 Testing .. 9155 |======= Fedora Server 37 ... 11772 |========= Ubuntu 22.04.1 LTS . 10814 |======== Ubuntu 22.10 ....... 11245 |========= Ubuntu 23.04 Daily . 10781 |======== PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency ms < Lower Is Better AlmaLinux 9.1 ...... 34.588 |================================ CentOS Stream 9 .... 40.559 |===================================== Clear Linux 37930 .. 7.466 |======= Debian 12 Testing .. 54.631 |================================================== Fedora Server 37 ... 42.542 |======================================= Ubuntu 22.04.1 LTS . 46.919 |=========================================== Ubuntu 22.10 ....... 44.828 |========================================= Ubuntu 23.04 Daily . 46.603 |=========================================== PyBench 2018-02-16 Total For Average Test Times Milliseconds < Lower Is Better AlmaLinux 9.1 ...... 978 |===================================================== CentOS Stream 9 .... 976 |===================================================== Clear Linux 37930 .. 762 |========================================= Debian 12 Testing .. 858 |============================================== Fedora Server 37 ... 907 |================================================= Ubuntu 22.04.1 LTS . 855 |============================================== Ubuntu 22.10 ....... 862 |=============================================== Ubuntu 23.04 Daily . 864 |=============================================== PyPerformance 1.0.0 Benchmark: go Milliseconds < Lower Is Better AlmaLinux 9.1 ...... 231 |===================================================== CentOS Stream 9 .... 230 |===================================================== Clear Linux 37930 .. 115 |========================== Debian 12 Testing .. 182 |========================================== Fedora Server 37 ... 132 |============================== Ubuntu 22.04.1 LTS . 185 |========================================== Ubuntu 22.10 ....... 182 |========================================== Ubuntu 23.04 Daily . 183 |========================================== PyPerformance 1.0.0 Benchmark: 2to3 Milliseconds < Lower Is Better AlmaLinux 9.1 ...... 273 |===================================================== CentOS Stream 9 .... 274 |===================================================== Clear Linux 37930 .. 199 |====================================== Debian 12 Testing .. 264 |=================================================== Fedora Server 37 ... 229 |============================================ Ubuntu 22.04.1 LTS . 263 |=================================================== Ubuntu 22.10 ....... 262 |=================================================== Ubuntu 23.04 Daily . 264 |=================================================== PyPerformance 1.0.0 Benchmark: chaos Milliseconds < Lower Is Better AlmaLinux 9.1 ...... 99.4 |==================================================== CentOS Stream 9 .... 97.8 |=================================================== Clear Linux 37930 .. 55.4 |============================= Debian 12 Testing .. 78.2 |========================================= Fedora Server 37 ... 62.5 |================================= Ubuntu 22.04.1 LTS . 75.9 |======================================== Ubuntu 22.10 ....... 76.7 |======================================== Ubuntu 23.04 Daily . 77.4 |======================================== PyPerformance 1.0.0 Benchmark: float Milliseconds < Lower Is Better AlmaLinux 9.1 ...... 101.0 |=================================================== CentOS Stream 9 .... 102.0 |=================================================== Clear Linux 37930 .. 57.5 |============================= Debian 12 Testing .. 82.7 |========================================= Fedora Server 37 ... 67.4 |================================== Ubuntu 22.04.1 LTS . 84.0 |========================================== Ubuntu 22.10 ....... 83.7 |========================================== Ubuntu 23.04 Daily . 85.3 |=========================================== PyPerformance 1.0.0 Benchmark: nbody Milliseconds < Lower Is Better AlmaLinux 9.1 ...... 129.0 |=================================================== CentOS Stream 9 .... 129.0 |=================================================== Clear Linux 37930 .. 78.1 |=============================== Debian 12 Testing .. 112.0 |============================================ Fedora Server 37 ... 92.8 |===================================== Ubuntu 22.04.1 LTS . 113.0 |============================================= Ubuntu 22.10 ....... 113.0 |============================================= Ubuntu 23.04 Daily . 113.0 |============================================= PyPerformance 1.0.0 Benchmark: pathlib Milliseconds < Lower Is Better AlmaLinux 9.1 ...... 16.1 |==================================================== CentOS Stream 9 .... 15.9 |=================================================== Clear Linux 37930 .. 12.0 |======================================= Debian 12 Testing .. 15.5 |================================================== Fedora Server 37 ... 14.4 |=============================================== Ubuntu 22.04.1 LTS . 15.3 |================================================= Ubuntu 22.10 ....... 15.3 |================================================= Ubuntu 23.04 Daily . 15.4 |================================================== PyPerformance 1.0.0 Benchmark: raytrace Milliseconds < Lower Is Better AlmaLinux 9.1 ...... 462 |===================================================== CentOS Stream 9 .... 462 |===================================================== Clear Linux 37930 .. 229 |========================== Debian 12 Testing .. 359 |========================================= Fedora Server 37 ... 268 |=============================== Ubuntu 22.04.1 LTS . 355 |========================================= Ubuntu 22.10 ....... 359 |========================================= Ubuntu 23.04 Daily . 358 |========================================= PyPerformance 1.0.0 Benchmark: json_loads Milliseconds < Lower Is Better AlmaLinux 9.1 ...... 18.3 |=================================================== CentOS Stream 9 .... 18.8 |==================================================== Clear Linux 37930 .. 16.3 |============================================= Debian 12 Testing .. 16.7 |============================================== Fedora Server 37 ... 18.0 |================================================== Ubuntu 22.04.1 LTS . 16.9 |=============================================== Ubuntu 22.10 ....... 16.8 |============================================== Ubuntu 23.04 Daily . 16.8 |============================================== PyPerformance 1.0.0 Benchmark: crypto_pyaes Milliseconds < Lower Is Better AlmaLinux 9.1 ...... 103.0 |=================================================== CentOS Stream 9 .... 101.0 |================================================== Clear Linux 37930 .. 62.3 |=============================== Debian 12 Testing .. 91.0 |============================================= Fedora Server 37 ... 68.8 |================================== Ubuntu 22.04.1 LTS . 89.2 |============================================ Ubuntu 22.10 ....... 87.4 |=========================================== Ubuntu 23.04 Daily . 88.6 |============================================ PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better AlmaLinux 9.1 ...... 136.0 |=================================================== CentOS Stream 9 .... 135.0 |=================================================== Clear Linux 37930 .. 89.5 |================================== Debian 12 Testing .. 117.0 |============================================ Fedora Server 37 ... 105.0 |======================================= Ubuntu 22.04.1 LTS . 116.0 |============================================ Ubuntu 22.10 ....... 117.0 |============================================ Ubuntu 23.04 Daily . 117.0 |============================================ PyPerformance 1.0.0 Benchmark: python_startup Milliseconds < Lower Is Better AlmaLinux 9.1 ...... 7.81 |===================================== CentOS Stream 9 .... 7.67 |===================================== Clear Linux 37930 .. 7.89 |====================================== Debian 12 Testing .. 10.70 |=================================================== Fedora Server 37 ... 10.10 |================================================ Ubuntu 22.04.1 LTS . 10.60 |=================================================== Ubuntu 22.10 ....... 10.70 |=================================================== Ubuntu 23.04 Daily . 10.70 |=================================================== PyPerformance 1.0.0 Benchmark: django_template Milliseconds < Lower Is Better AlmaLinux 9.1 ...... 44.0 |==================================================== CentOS Stream 9 .... 43.7 |==================================================== Clear Linux 37930 .. 26.7 |================================ Debian 12 Testing .. 36.3 |=========================================== Fedora Server 37 ... 30.8 |==================================== Ubuntu 22.04.1 LTS . 36.2 |=========================================== Ubuntu 22.10 ....... 36.3 |=========================================== Ubuntu 23.04 Daily . 36.9 |============================================ PyPerformance 1.0.0 Benchmark: pickle_pure_python Milliseconds < Lower Is Better AlmaLinux 9.1 ...... 390 |==================================================== CentOS Stream 9 .... 395 |===================================================== Clear Linux 37930 .. 235 |================================ Debian 12 Testing .. 330 |============================================ Fedora Server 37 ... 266 |==================================== Ubuntu 22.04.1 LTS . 329 |============================================ Ubuntu 22.10 ....... 330 |============================================ Ubuntu 23.04 Daily . 331 |============================================ Renaissance 0.14 Test: Scala Dotty ms < Lower Is Better AlmaLinux 9.1 ...... 644.1 |============================================== CentOS Stream 9 .... 629.1 |============================================= Clear Linux 37930 .. 579.7 |========================================= Debian 12 Testing .. 599.2 |=========================================== Fedora Server 37 ... 700.2 |================================================== Ubuntu 22.04.1 LTS . 683.6 |================================================= Ubuntu 22.10 ....... 692.9 |================================================= Ubuntu 23.04 Daily . 717.4 |=================================================== Renaissance 0.14 Test: Random Forest ms < Lower Is Better AlmaLinux 9.1 ...... 558.5 |=================================== CentOS Stream 9 .... 592.7 |===================================== Clear Linux 37930 .. 586.6 |===================================== Debian 12 Testing .. 773.0 |================================================ Fedora Server 37 ... 815.9 |=================================================== Ubuntu 22.04.1 LTS . 776.4 |================================================= Ubuntu 22.10 ....... 770.0 |================================================ Ubuntu 23.04 Daily . 790.5 |================================================= Renaissance 0.14 Test: ALS Movie Lens ms < Lower Is Better AlmaLinux 9.1 ...... 6222.7 |============== CentOS Stream 9 .... 6030.5 |============== Clear Linux 37930 .. 8553.2 |==================== Debian 12 Testing .. 20486.1 |=============================================== Fedora Server 37 ... 8783.2 |==================== Ubuntu 22.04.1 LTS . 20931.5 |================================================ Ubuntu 22.10 ....... 21335.1 |================================================= Ubuntu 23.04 Daily . 8656.8 |==================== Renaissance 0.14 Test: Apache Spark ALS ms < Lower Is Better AlmaLinux 9.1 ...... 1567.8 |================= CentOS Stream 9 .... 1576.5 |================= Clear Linux 37930 .. 1836.3 |==================== Debian 12 Testing .. 4473.5 |================================================ Fedora Server 37 ... 1848.4 |==================== Ubuntu 22.04.1 LTS . 4566.7 |================================================= Ubuntu 22.10 ....... 4692.5 |================================================== Ubuntu 23.04 Daily . 1885.4 |==================== Renaissance 0.14 Test: Apache Spark Bayes ms < Lower Is Better AlmaLinux 9.1 ...... 466.5 |============================== CentOS Stream 9 .... 471.8 |============================== Clear Linux 37930 .. 386.3 |========================= Debian 12 Testing .. 531.5 |================================== Fedora Server 37 ... 655.1 |========================================== Ubuntu 22.04.1 LTS . 776.6 |================================================= Ubuntu 22.10 ....... 790.7 |================================================== Ubuntu 23.04 Daily . 801.0 |=================================================== Renaissance 0.14 Test: Apache Spark PageRank ms < Lower Is Better AlmaLinux 9.1 ...... 2707.5 |========================================= CentOS Stream 9 .... 2923.3 |============================================= Clear Linux 37930 .. 2504.1 |====================================== Debian 12 Testing .. 2495.0 |====================================== Fedora Server 37 ... 2766.7 |========================================== Ubuntu 22.04.1 LTS . 3256.1 |================================================== Ubuntu 22.10 ....... 3265.4 |================================================== Ubuntu 23.04 Daily . 3232.2 |================================================= Renaissance 0.14 Test: Finagle HTTP Requests ms < Lower Is Better AlmaLinux 9.1 ...... 12071.3 |============================================== CentOS Stream 9 .... 12286.4 |=============================================== Clear Linux 37930 .. 10729.9 |========================================= Debian 12 Testing .. 10566.4 |======================================== Fedora Server 37 ... 11080.7 |========================================== Ubuntu 22.04.1 LTS . 12938.0 |================================================= Ubuntu 22.10 ....... 12720.9 |================================================ Ubuntu 23.04 Daily . 12532.5 |=============================================== Renaissance 0.14 Test: Akka Unbalanced Cobwebbed Tree ms < Lower Is Better AlmaLinux 9.1 ...... 29015.7 |=========================================== CentOS Stream 9 .... 28716.6 |=========================================== Clear Linux 37930 .. 29149.7 |============================================ Debian 12 Testing .. 30060.1 |============================================= Fedora Server 37 ... 32435.5 |================================================ Ubuntu 22.04.1 LTS . 32726.9 |================================================= Ubuntu 22.10 ....... 32544.9 |================================================= Ubuntu 23.04 Daily . 32799.7 |================================================= Renaissance 0.14 Test: Genetic Algorithm Using Jenetics + Futures ms < Lower Is Better AlmaLinux 9.1 ...... 1627.8 |=========================== CentOS Stream 9 .... 1691.0 |============================ Clear Linux 37930 .. 1666.2 |============================ Debian 12 Testing .. 2987.6 |================================================== Fedora Server 37 ... 2798.5 |=============================================== Ubuntu 22.04.1 LTS . 2827.9 |=============================================== Ubuntu 22.10 ....... 2878.0 |================================================ Ubuntu 23.04 Daily . 2957.9 |================================================== SVT-AV1 1.4 Encoder Mode: Preset 8 - Input: Bosphorus 4K Frames Per Second > Higher Is Better AlmaLinux 9.1 ...... 93.35 |================================================== CentOS Stream 9 .... 94.26 |================================================== Clear Linux 37930 .. 95.46 |=================================================== Debian 12 Testing .. 66.99 |==================================== Fedora Server 37 ... 66.38 |=================================== Ubuntu 22.04.1 LTS . 67.33 |==================================== Ubuntu 22.10 ....... 66.26 |=================================== Ubuntu 23.04 Daily . 67.19 |==================================== SVT-AV1 1.4 Encoder Mode: Preset 12 - Input: Bosphorus 4K Frames Per Second > Higher Is Better AlmaLinux 9.1 ...... 245.05 |============================================== CentOS Stream 9 .... 263.55 |================================================== Clear Linux 37930 .. 264.96 |================================================== Debian 12 Testing .. 178.36 |================================== Fedora Server 37 ... 167.15 |================================ Ubuntu 22.04.1 LTS . 176.74 |================================= Ubuntu 22.10 ....... 182.03 |================================== Ubuntu 23.04 Daily . 176.82 |================================= SVT-AV1 1.4 Encoder Mode: Preset 13 - Input: Bosphorus 4K Frames Per Second > Higher Is Better AlmaLinux 9.1 ...... 234.69 |============================================= CentOS Stream 9 .... 226.80 |============================================ Clear Linux 37930 .. 258.33 |================================================== Debian 12 Testing .. 160.15 |=============================== Fedora Server 37 ... 155.21 |============================== Ubuntu 22.04.1 LTS . 159.41 |=============================== Ubuntu 22.10 ....... 164.00 |================================ Ubuntu 23.04 Daily . 159.59 |=============================== Timed Linux Kernel Compilation 6.1 Build: defconfig Seconds < Lower Is Better AlmaLinux 9.1 ...... 19.11 |====================================== CentOS Stream 9 .... 18.09 |==================================== Debian 12 Testing .. 23.27 |============================================== Fedora Server 37 ... 22.31 |============================================= Ubuntu 22.04.1 LTS . 18.21 |==================================== Ubuntu 22.10 ....... 25.56 |=================================================== Ubuntu 23.04 Daily . 24.27 |================================================ Timed Linux Kernel Compilation 6.1 Build: allmodconfig Seconds < Lower Is Better Debian 12 Testing .. 129.27 |======================================== Fedora Server 37 ... 162.90 |================================================== Ubuntu 22.04.1 LTS . 134.44 |========================================= Ubuntu 22.10 ....... 144.34 |============================================ Ubuntu 23.04 Daily . 127.48 |======================================= Timed Node.js Compilation 18.8 Time To Compile Seconds < Lower Is Better AlmaLinux 9.1 ...... 77.87 |======================================= CentOS Stream 9 .... 77.99 |======================================= Debian 12 Testing .. 96.05 |================================================ Ubuntu 22.04.1 LTS . 77.87 |======================================= Ubuntu 22.10 ....... 100.06 |================================================== Ubuntu 23.04 Daily . 100.04 |================================================== WireGuard + Linux Networking Stack Stress Test Seconds < Lower Is Better AlmaLinux 9.1 ...... 322.06 |========================================== CentOS Stream 9 .... 324.45 |========================================== Clear Linux 37930 .. 256.59 |================================= Debian 12 Testing .. 372.29 |================================================ Fedora Server 37 ... 358.35 |============================================== Ubuntu 22.04.1 LTS . 350.92 |============================================= Ubuntu 22.10 ....... 387.54 |================================================== Ubuntu 23.04 Daily . 387.41 |================================================== Zstd Compression Compression Level: 8 - Compression Speed MB/s > Higher Is Better AlmaLinux 9.1 ...... 4868.2 |================================================== CentOS Stream 9 .... 4900.7 |================================================== Clear Linux 37930 .. 4891.0 |================================================== Debian 12 Testing .. 4359.5 |============================================ Fedora Server 37 ... 4326.4 |============================================ Ubuntu 22.04.1 LTS . 4080.5 |========================================== Ubuntu 22.10 ....... 4220.7 |=========================================== Ubuntu 23.04 Daily . 4047.0 |========================================= Zstd Compression Compression Level: 8 - Decompression Speed MB/s > Higher Is Better AlmaLinux 9.1 ...... 4668.4 |================================================== CentOS Stream 9 .... 4679.9 |================================================== Clear Linux 37930 .. 4640.4 |================================================== Debian 12 Testing .. 4237.2 |============================================= Fedora Server 37 ... 4421.5 |=============================================== Ubuntu 22.04.1 LTS . 4192.5 |============================================= Ubuntu 22.10 ....... 4181.9 |============================================= Ubuntu 23.04 Daily . 4163.9 |============================================ Zstd Compression Compression Level: 19 - Compression Speed MB/s > Higher Is Better AlmaLinux 9.1 ...... 109.7 |================================================ CentOS Stream 9 .... 113.5 |================================================== Clear Linux 37930 .. 115.7 |=================================================== Debian 12 Testing .. 98.0 |=========================================== Fedora Server 37 ... 96.1 |========================================== Ubuntu 22.04.1 LTS . 90.2 |======================================== Ubuntu 22.10 ....... 86.5 |====================================== Ubuntu 23.04 Daily . 88.3 |======================================= Zstd Compression Compression Level: 19 - Decompression Speed MB/s > Higher Is Better AlmaLinux 9.1 ...... 3874.5 |================================================== CentOS Stream 9 .... 3901.1 |================================================== Clear Linux 37930 .. 3840.0 |================================================= Debian 12 Testing .. 3521.2 |============================================= Fedora Server 37 ... 3714.5 |================================================ Ubuntu 22.04.1 LTS . 3668.8 |=============================================== Ubuntu 22.10 ....... 3468.8 |============================================ Ubuntu 23.04 Daily . 3469.7 |============================================ Zstd Compression Compression Level: 8, Long Mode - Compression Speed MB/s > Higher Is Better AlmaLinux 9.1 ...... 1065.8 |================================================== CentOS Stream 9 .... 970.3 |============================================== Clear Linux 37930 .. 1065.7 |================================================== Debian 12 Testing .. 653.1 |=============================== Fedora Server 37 ... 644.7 |============================== Ubuntu 22.04.1 LTS . 220.4 |========== Ubuntu 22.10 ....... 676.7 |================================ Ubuntu 23.04 Daily . 677.9 |================================ Zstd Compression Compression Level: 8, Long Mode - Decompression Speed MB/s > Higher Is Better AlmaLinux 9.1 ...... 5031.5 |================================================== CentOS Stream 9 .... 5013.3 |================================================== Clear Linux 37930 .. 4993.3 |================================================== Debian 12 Testing .. 4579.9 |============================================== Fedora Server 37 ... 4749.3 |=============================================== Ubuntu 22.04.1 LTS . 4404.7 |============================================ Ubuntu 22.10 ....... 4460.8 |============================================ Ubuntu 23.04 Daily . 4562.3 |============================================= Zstd Compression Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better AlmaLinux 9.1 ...... 51.0 |================================================ CentOS Stream 9 .... 55.2 |==================================================== Clear Linux 37930 .. 55.7 |==================================================== Debian 12 Testing .. 42.7 |======================================== Fedora Server 37 ... 43.0 |======================================== Ubuntu 22.04.1 LTS . 37.9 |=================================== Ubuntu 22.10 ....... 39.7 |===================================== Ubuntu 23.04 Daily . 39.8 |===================================== Zstd Compression Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better AlmaLinux 9.1 ...... 3814.2 |================================================== CentOS Stream 9 .... 3812.9 |================================================== Clear Linux 37930 .. 3847.5 |================================================== Debian 12 Testing .. 3569.1 |============================================== Fedora Server 37 ... 3803.3 |================================================= Ubuntu 22.04.1 LTS . 3667.4 |================================================ Ubuntu 22.10 ....... 3527.9 |============================================== Ubuntu 23.04 Daily . 3518.9 |==============================================