EPYC Genoa Linux Distros 2 x AMD EPYC 9654 96-Core testing with a AMD Titanite_4G (RTI1002E BIOS) and ASPEED on Clear Linux OS 37930 via the Phoronix Test Suite. 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 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 + 0GB Ultra USB 3.0, 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 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 + 257GB Flash Drive, 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 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 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 OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ...... 101.66 |=================================================== CentOS Stream 9 ... 101.65 |=================================================== Fedora Server 37 .. 100.47 |================================================== Debian 12 Testing . 102.03 |=================================================== OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ...... 37.61 |==================================== CentOS Stream 9 ... 53.87 |==================================================== Fedora Server 37 .. 36.04 |=================================== Debian 12 Testing . 54.15 |==================================================== OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ...... 37.75 |==================================== CentOS Stream 9 ... 53.71 |==================================================== Fedora Server 37 .. 35.76 |================================== Debian 12 Testing . 54.09 |==================================================== OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ...... 7384.35 |================================================== CentOS Stream 9 ... 7358.64 |================================================== Fedora Server 37 .. 7232.28 |================================================= Debian 12 Testing . 7356.96 |================================================== OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ...... 191.17 |=================================================== CentOS Stream 9 ... 190.76 |=================================================== Fedora Server 37 .. 189.09 |================================================== Debian 12 Testing . 191.05 |=================================================== OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ...... 10984.86 |================================================= CentOS Stream 9 ... 10981.96 |================================================= Fedora Server 37 .. 10836.10 |================================================ Debian 12 Testing . 10996.31 |================================================= OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ...... 9845.21 |================================================== CentOS Stream 9 ... 9793.55 |================================================== Fedora Server 37 .. 9708.74 |================================================= Debian 12 Testing . 9838.82 |================================================== OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ...... 963.35 |=================================================== CentOS Stream 9 ... 949.62 |================================================== Fedora Server 37 .. 943.69 |================================================== Debian 12 Testing . 954.29 |=================================================== OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ...... 19163.47 |================================================= CentOS Stream 9 ... 18953.44 |================================================ Fedora Server 37 .. 18954.91 |================================================ Debian 12 Testing . 19174.54 |================================================= OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ...... 9052.63 |================================================= CentOS Stream 9 ... 9059.49 |================================================= Fedora Server 37 .. 8867.05 |================================================ Debian 12 Testing . 9192.35 |================================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ...... 149753.69 |================================================ CentOS Stream 9 ... 142443.10 |============================================== Fedora Server 37 .. 146533.10 |=============================================== Debian 12 Testing . 149915.99 |================================================ OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ...... 119916.92 |================================================ CentOS Stream 9 ... 115292.43 |============================================== Fedora Server 37 .. 116674.85 |=============================================== Debian 12 Testing . 117428.87 |=============================================== Embree 3.13 Binary: Pathtracer ISPC - Model: Crown Frames Per Second > Higher Is Better Ubuntu 22.10 ...... 182.40 |=================================================== CentOS Stream 9 ... 180.75 |=================================================== Fedora Server 37 .. 177.71 |================================================== Debian 12 Testing . 181.34 |=================================================== Clear Linux 37930 . 180.01 |================================================== Embree 3.13 Binary: Pathtracer ISPC - Model: Asian Dragon Frames Per Second > Higher Is Better Ubuntu 22.10 ...... 211.75 |=================================================== CentOS Stream 9 ... 212.75 |=================================================== Fedora Server 37 .. 208.98 |================================================== Debian 12 Testing . 213.16 |=================================================== Clear Linux 37930 . 211.50 |=================================================== SVT-AV1 1.4 Encoder Mode: Preset 8 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 22.10 ...... 66.26 |==================================== CentOS Stream 9 ... 94.26 |=================================================== Fedora Server 37 .. 66.38 |==================================== Debian 12 Testing . 66.99 |==================================== Clear Linux 37930 . 95.46 |==================================================== SVT-AV1 1.4 Encoder Mode: Preset 12 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 22.10 ...... 182.03 |=================================== CentOS Stream 9 ... 263.55 |=================================================== Fedora Server 37 .. 167.15 |================================ Debian 12 Testing . 178.36 |================================== Clear Linux 37930 . 264.96 |=================================================== SVT-AV1 1.4 Encoder Mode: Preset 13 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 22.10 ...... 164.00 |================================ CentOS Stream 9 ... 226.80 |============================================= Fedora Server 37 .. 155.21 |=============================== Debian 12 Testing . 160.15 |================================ Clear Linux 37930 . 258.33 |=================================================== Intel Open Image Denoise 1.4.0 Run: RT.hdr_alb_nrm.3840x2160 Images / Sec > Higher Is Better Ubuntu 22.10 ...... 3.44 |===================================================== CentOS Stream 9 ... 3.01 |============================================== Fedora Server 37 .. 3.07 |=============================================== Debian 12 Testing . 3.40 |==================================================== Clear Linux 37930 . 3.07 |=============================================== Intel Open Image Denoise 1.4.0 Run: RTLightmap.hdr.4096x4096 Images / Sec > Higher Is Better Ubuntu 22.10 ...... 1.65 |===================================================== CentOS Stream 9 ... 1.40 |============================================= Fedora Server 37 .. 1.45 |=============================================== Debian 12 Testing . 1.61 |==================================================== Clear Linux 37930 . 1.42 |============================================== OpenVKL 1.3.1 Benchmark: vklBenchmark ISPC Items / Sec > Higher Is Better Ubuntu 22.10 ...... 1285 |==================================================== CentOS Stream 9 ... 1316 |===================================================== Fedora Server 37 .. 1258 |=================================================== Debian 12 Testing . 1314 |===================================================== Clear Linux 37930 . 1320 |===================================================== OSPRay 2.10 Benchmark: particle_volume/ao/real_time Items Per Second > Higher Is Better Ubuntu 22.10 ...... 42.81 |==================================================== CentOS Stream 9 ... 42.36 |=================================================== Fedora Server 37 .. 41.89 |=================================================== Debian 12 Testing . 42.59 |==================================================== Clear Linux 37930 . 42.87 |==================================================== OSPRay 2.10 Benchmark: particle_volume/scivis/real_time Items Per Second > Higher Is Better Ubuntu 22.10 ...... 42.71 |==================================================== CentOS Stream 9 ... 42.33 |=================================================== Fedora Server 37 .. 41.96 |=================================================== Debian 12 Testing . 42.67 |==================================================== Clear Linux 37930 . 43.03 |==================================================== OSPRay 2.10 Benchmark: particle_volume/pathtracer/real_time Items Per Second > Higher Is Better Ubuntu 22.10 ...... 174.32 |======================================= CentOS Stream 9 ... 227.21 |=================================================== Fedora Server 37 .. 174.94 |======================================= Debian 12 Testing . 175.26 |======================================= Clear Linux 37930 . 229.00 |=================================================== OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/ao/real_time Items Per Second > Higher Is Better Ubuntu 22.10 ...... 43.86 |=================================================== CentOS Stream 9 ... 44.02 |=================================================== Fedora Server 37 .. 43.48 |================================================== Debian 12 Testing . 44.80 |==================================================== Clear Linux 37930 . 44.45 |==================================================== OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time Items Per Second > Higher Is Better Ubuntu 22.10 ...... 43.09 |=================================================== CentOS Stream 9 ... 43.54 |==================================================== Fedora Server 37 .. 42.58 |================================================== Debian 12 Testing . 43.94 |==================================================== Clear Linux 37930 . 43.68 |==================================================== OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time Items Per Second > Higher Is Better Ubuntu 22.10 ...... 53.93 |==================================================== CentOS Stream 9 ... 53.78 |=================================================== Fedora Server 37 .. 53.14 |=================================================== Debian 12 Testing . 54.41 |==================================================== Clear Linux 37930 . 54.37 |==================================================== Zstd Compression Compression Level: 8 - Compression Speed MB/s > Higher Is Better Ubuntu 22.10 ...... 4220.7 |============================================ CentOS Stream 9 ... 4900.7 |=================================================== Fedora Server 37 .. 4326.4 |============================================= Debian 12 Testing . 4359.5 |============================================= Clear Linux 37930 . 4891.0 |=================================================== Zstd Compression Compression Level: 8 - Decompression Speed MB/s > Higher Is Better Ubuntu 22.10 ...... 4181.9 |============================================== CentOS Stream 9 ... 4679.9 |=================================================== Fedora Server 37 .. 4421.5 |================================================ Debian 12 Testing . 4237.2 |============================================== Clear Linux 37930 . 4640.4 |=================================================== Zstd Compression Compression Level: 19 - Compression Speed MB/s > Higher Is Better Ubuntu 22.10 ...... 86.5 |======================================= CentOS Stream 9 ... 113.5 |=================================================== Fedora Server 37 .. 96.1 |=========================================== Debian 12 Testing . 98.0 |============================================ Clear Linux 37930 . 115.7 |==================================================== Zstd Compression Compression Level: 19 - Decompression Speed MB/s > Higher Is Better Ubuntu 22.10 ...... 3468.8 |============================================= CentOS Stream 9 ... 3901.1 |=================================================== Fedora Server 37 .. 3714.5 |================================================= Debian 12 Testing . 3521.2 |============================================== Clear Linux 37930 . 3840.0 |================================================== Zstd Compression Compression Level: 8, Long Mode - Compression Speed MB/s > Higher Is Better Ubuntu 22.10 ...... 676.7 |================================ CentOS Stream 9 ... 970.3 |============================================== Fedora Server 37 .. 644.7 |=============================== Debian 12 Testing . 653.1 |=============================== Clear Linux 37930 . 1065.7 |=================================================== Zstd Compression Compression Level: 8, Long Mode - Decompression Speed MB/s > Higher Is Better Ubuntu 22.10 ...... 4460.8 |============================================= CentOS Stream 9 ... 5013.3 |=================================================== Fedora Server 37 .. 4749.3 |================================================ Debian 12 Testing . 4579.9 |=============================================== Clear Linux 37930 . 4993.3 |=================================================== Zstd Compression Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better Ubuntu 22.10 ...... 39.7 |====================================== CentOS Stream 9 ... 55.2 |===================================================== Fedora Server 37 .. 43.0 |========================================= Debian 12 Testing . 42.7 |========================================= Clear Linux 37930 . 55.7 |===================================================== Zstd Compression Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better Ubuntu 22.10 ...... 3527.9 |=============================================== CentOS Stream 9 ... 3812.9 |=================================================== Fedora Server 37 .. 3803.3 |================================================== Debian 12 Testing . 3569.1 |=============================================== Clear Linux 37930 . 3847.5 |=================================================== 7-Zip Compression 22.01 Test: Compression Rating MIPS > Higher Is Better Ubuntu 22.10 ...... 787085 |=========================== CentOS Stream 9 ... 1389443 |================================================ Fedora Server 37 .. 672345 |======================= Debian 12 Testing . 1437834 |================================================== Clear Linux 37930 . 1206081 |========================================== 7-Zip Compression 22.01 Test: Decompression Rating MIPS > Higher Is Better Ubuntu 22.10 ...... 1137175 |============================================== CentOS Stream 9 ... 1229727 |================================================== Fedora Server 37 .. 1118799 |============================================= Debian 12 Testing . 1235712 |================================================== Clear Linux 37930 . 1208904 |================================================= GROMACS 2022.1 Implementation: MPI CPU - Input: water_GMX50_bare Ns Per Day > Higher Is Better Ubuntu 22.10 ...... 18.58 |==================================================== CentOS Stream 9 ... 16.64 |============================================== Fedora Server 37 .. 18.76 |==================================================== Debian 12 Testing . 18.48 |=================================================== Apache Cassandra 4.0 Test: Writes Op/s > Higher Is Better Ubuntu 22.10 ...... 234467 |================================================= CentOS Stream 9 ... 243423 |=================================================== CockroachDB 22.2 Workload: MoVR - Concurrency: 128 ops/s > Higher Is Better Ubuntu 22.10 ...... 610.8 |================================== CentOS Stream 9 ... 936.3 |==================================================== Fedora Server 37 .. 545.8 |============================== Debian 12 Testing . 616.1 |================================== CockroachDB 22.2 Workload: MoVR - Concurrency: 512 ops/s > Higher Is Better Ubuntu 22.10 ...... 610.6 |================================== CentOS Stream 9 ... 936.2 |==================================================== Fedora Server 37 .. 544.0 |============================== Debian 12 Testing . 612.4 |================================== CockroachDB 22.2 Workload: MoVR - Concurrency: 1024 ops/s > Higher Is Better Ubuntu 22.10 ...... 611.7 |================================== CentOS Stream 9 ... 937.0 |==================================================== Fedora Server 37 .. 548.2 |============================== Debian 12 Testing . 612.4 |================================== CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 128 ops/s > Higher Is Better Ubuntu 22.10 ...... 25586.5 |================================= CentOS Stream 9 ... 38849.7 |================================================== Fedora Server 37 .. 31400.4 |======================================== Debian 12 Testing . 25384.1 |================================= CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 512 ops/s > Higher Is Better Ubuntu 22.10 ...... 30362.3 |====================================== CentOS Stream 9 ... 39678.9 |================================================== Fedora Server 37 .. 34135.1 |=========================================== Debian 12 Testing . 30325.0 |====================================== CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 128 ops/s > Higher Is Better Ubuntu 22.10 ...... 37011.3 |===================================== CentOS Stream 9 ... 50034.5 |================================================== Fedora Server 37 .. 42943.9 |=========================================== Debian 12 Testing . 36742.7 |===================================== CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 512 ops/s > Higher Is Better Ubuntu 22.10 ...... 39856.8 |====================================== CentOS Stream 9 ... 53059.9 |================================================== Fedora Server 37 .. 45199.6 |=========================================== Debian 12 Testing . 40757.2 |====================================== CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 128 ops/s > Higher Is Better Ubuntu 22.10 ...... 40495.9 |===================================== CentOS Stream 9 ... 54048.5 |================================================== Fedora Server 37 .. 44400.8 |========================================= Debian 12 Testing . 41528.6 |====================================== CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 512 ops/s > Higher Is Better Ubuntu 22.10 ...... 43058.3 |======================================== CentOS Stream 9 ... 54178.3 |================================================== Fedora Server 37 .. 49104.1 |============================================= Debian 12 Testing . 46224.3 |=========================================== CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 128 ops/s > Higher Is Better Ubuntu 22.10 ...... 56347.2 |=========================================== CentOS Stream 9 ... 65223.3 |================================================== Fedora Server 37 .. 50569.8 |======================================= Debian 12 Testing . 56540.7 |=========================================== CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 512 ops/s > Higher Is Better Ubuntu 22.10 ...... 60113.4 |================================================= CentOS Stream 9 ... 61494.9 |================================================== Fedora Server 37 .. 57977.8 |=============================================== Debian 12 Testing . 60291.1 |================================================= CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 1024 ops/s > Higher Is Better Ubuntu 22.10 ...... 31192.4 |======================================== CentOS Stream 9 ... 39412.1 |================================================== Fedora Server 37 .. 35127.0 |============================================= Debian 12 Testing . 31908.7 |======================================== CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 1024 ops/s > Higher Is Better Ubuntu 22.10 ...... 42428.0 |============================================ CentOS Stream 9 ... 48074.4 |================================================== Fedora Server 37 .. 44065.7 |============================================== Debian 12 Testing . 41466.0 |=========================================== CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 1024 ops/s > Higher Is Better Ubuntu 22.10 ...... 45989.7 |============================================= CentOS Stream 9 ... 51501.8 |================================================== Fedora Server 37 .. 48661.9 |=============================================== Debian 12 Testing . 47174.8 |============================================== CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 1024 ops/s > Higher Is Better Ubuntu 22.10 ...... 56954.6 |============================================== CentOS Stream 9 ... 61954.9 |================================================== Fedora Server 37 .. 55610.3 |============================================= Debian 12 Testing . 54983.4 |============================================ MariaDB 10.8.2 Clients: 256 Queries Per Second > Higher Is Better Ubuntu 22.10 ...... 328 |========================== CentOS Stream 9 ... 579 |=============================================== Fedora Server 37 .. 451 |==================================== Clear Linux 37930 . 671 |====================================================== PHPBench 0.8.1 PHP Benchmark Suite Score > Higher Is Better Ubuntu 22.10 ...... 852283 |====================== CentOS Stream 9 ... 776821 |==================== Fedora Server 37 .. 821180 |===================== Debian 12 Testing . 845516 |====================== Clear Linux 37930 . 1957357 |================================================== OpenSSL sign/s > Higher Is Better Ubuntu 22.10 ...... 44112.2 |================================================== CentOS Stream 9 ... 44352.6 |================================================== Fedora Server 37 .. 43315.7 |================================================= Debian 12 Testing . 43853.4 |================================================= Clear Linux 37930 . 43967.2 |================================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Only TPS > Higher Is Better Ubuntu 22.10 ...... 2906035 |================================================== CentOS Stream 9 ... 2776596 |================================================ Fedora Server 37 .. 2760594 |=============================================== Debian 12 Testing . 2775073 |================================================ Clear Linux 37930 . 2844526 |================================================= PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Only TPS > Higher Is Better Ubuntu 22.10 ...... 3252697 |================================================== CentOS Stream 9 ... 3226697 |================================================== Fedora Server 37 .. 3075798 |=============================================== Debian 12 Testing . 3079265 |=============================================== Clear Linux 37930 . 3172371 |================================================= PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Write TPS > Higher Is Better Ubuntu 22.10 ...... 14029 |========== CentOS Stream 9 ... 15656 |=========== Fedora Server 37 .. 29700 |====================== Debian 12 Testing . 21353 |================ Clear Linux 37930 . 71470 |==================================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Write TPS > Higher Is Better Ubuntu 22.10 ...... 11245 |========= CentOS Stream 9 ... 12346 |========== Fedora Server 37 .. 11772 |========= Debian 12 Testing . 9155 |======= Clear Linux 37930 . 67218 |==================================================== OpenSSL verify/s > Higher Is Better Ubuntu 22.10 ...... 2918571.6 |================================================ CentOS Stream 9 ... 2927055.0 |================================================ Fedora Server 37 .. 2872414.2 |=============================================== Debian 12 Testing . 2895201.0 |=============================================== Clear Linux 37930 . 2927136.7 |================================================ NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better Ubuntu 22.10 ...... 0.12870 |================================================= CentOS Stream 9 ... 0.12934 |================================================= Fedora Server 37 .. 0.13139 |================================================== Debian 12 Testing . 0.12971 |================================================= Clear Linux 37930 . 0.12844 |================================================= PyBench 2018-02-16 Total For Average Test Times Milliseconds < Lower Is Better Ubuntu 22.10 ...... 862 |================================================ CentOS Stream 9 ... 976 |====================================================== Fedora Server 37 .. 907 |================================================== Debian 12 Testing . 858 |=============================================== Clear Linux 37930 . 762 |========================================== PyPerformance 1.0.0 Benchmark: go Milliseconds < Lower Is Better Ubuntu 22.10 ...... 182 |=========================================== CentOS Stream 9 ... 230 |====================================================== Fedora Server 37 .. 132 |=============================== Debian 12 Testing . 182 |=========================================== Clear Linux 37930 . 115 |=========================== PyPerformance 1.0.0 Benchmark: 2to3 Milliseconds < Lower Is Better Ubuntu 22.10 ...... 262 |==================================================== CentOS Stream 9 ... 274 |====================================================== Fedora Server 37 .. 229 |============================================= Debian 12 Testing . 264 |==================================================== Clear Linux 37930 . 199 |======================================= PyPerformance 1.0.0 Benchmark: chaos Milliseconds < Lower Is Better Ubuntu 22.10 ...... 76.7 |========================================== CentOS Stream 9 ... 97.8 |===================================================== Fedora Server 37 .. 62.5 |================================== Debian 12 Testing . 78.2 |========================================== Clear Linux 37930 . 55.4 |============================== PyPerformance 1.0.0 Benchmark: float Milliseconds < Lower Is Better Ubuntu 22.10 ...... 83.7 |=========================================== CentOS Stream 9 ... 102.0 |==================================================== Fedora Server 37 .. 67.4 |================================== Debian 12 Testing . 82.7 |========================================== Clear Linux 37930 . 57.5 |============================= PyPerformance 1.0.0 Benchmark: nbody Milliseconds < Lower Is Better Ubuntu 22.10 ...... 113.0 |============================================== CentOS Stream 9 ... 129.0 |==================================================== Fedora Server 37 .. 92.8 |===================================== Debian 12 Testing . 112.0 |============================================= Clear Linux 37930 . 78.1 |=============================== PyPerformance 1.0.0 Benchmark: pathlib Milliseconds < Lower Is Better Ubuntu 22.10 ...... 15.3 |=================================================== CentOS Stream 9 ... 15.9 |===================================================== Fedora Server 37 .. 14.4 |================================================ Debian 12 Testing . 15.5 |==================================================== Clear Linux 37930 . 12.0 |======================================== PyPerformance 1.0.0 Benchmark: raytrace Milliseconds < Lower Is Better Ubuntu 22.10 ...... 359 |========================================== CentOS Stream 9 ... 462 |====================================================== Fedora Server 37 .. 268 |=============================== Debian 12 Testing . 359 |========================================== Clear Linux 37930 . 229 |=========================== PyPerformance 1.0.0 Benchmark: json_loads Milliseconds < Lower Is Better Ubuntu 22.10 ...... 16.8 |=============================================== CentOS Stream 9 ... 18.8 |===================================================== Fedora Server 37 .. 18.0 |=================================================== Debian 12 Testing . 16.7 |=============================================== Clear Linux 37930 . 16.3 |============================================== PyPerformance 1.0.0 Benchmark: crypto_pyaes Milliseconds < Lower Is Better Ubuntu 22.10 ...... 87.4 |============================================= CentOS Stream 9 ... 101.0 |==================================================== Fedora Server 37 .. 68.8 |=================================== Debian 12 Testing . 91.0 |=============================================== Clear Linux 37930 . 62.3 |================================ PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better Ubuntu 22.10 ...... 117.0 |============================================= CentOS Stream 9 ... 135.0 |==================================================== Fedora Server 37 .. 105.0 |======================================== Debian 12 Testing . 117.0 |============================================= Clear Linux 37930 . 89.5 |================================== PyPerformance 1.0.0 Benchmark: python_startup Milliseconds < Lower Is Better Ubuntu 22.10 ...... 10.70 |==================================================== CentOS Stream 9 ... 7.67 |===================================== Fedora Server 37 .. 10.10 |================================================= Debian 12 Testing . 10.70 |==================================================== Clear Linux 37930 . 7.89 |====================================== PyPerformance 1.0.0 Benchmark: django_template Milliseconds < Lower Is Better Ubuntu 22.10 ...... 36.3 |============================================ CentOS Stream 9 ... 43.7 |===================================================== Fedora Server 37 .. 30.8 |===================================== Debian 12 Testing . 36.3 |============================================ Clear Linux 37930 . 26.7 |================================ PyPerformance 1.0.0 Benchmark: pickle_pure_python Milliseconds < Lower Is Better Ubuntu 22.10 ...... 330 |============================================= CentOS Stream 9 ... 395 |====================================================== Fedora Server 37 .. 266 |==================================== Debian 12 Testing . 330 |============================================= Clear Linux 37930 . 235 |================================ Renaissance 0.14 Test: Scala Dotty ms < Lower Is Better Ubuntu 22.10 ...... 692.9 |=================================================== CentOS Stream 9 ... 629.1 |=============================================== Fedora Server 37 .. 700.2 |==================================================== Debian 12 Testing . 599.2 |============================================ Clear Linux 37930 . 579.7 |=========================================== Renaissance 0.14 Test: Random Forest ms < Lower Is Better Ubuntu 22.10 ...... 770.0 |================================================= CentOS Stream 9 ... 592.7 |====================================== Fedora Server 37 .. 815.9 |==================================================== Debian 12 Testing . 773.0 |================================================= Clear Linux 37930 . 586.6 |===================================== Renaissance 0.14 Test: ALS Movie Lens ms < Lower Is Better Ubuntu 22.10 ...... 21335.1 |================================================== CentOS Stream 9 ... 6030.5 |============== Fedora Server 37 .. 8783.2 |===================== Debian 12 Testing . 20486.1 |================================================ Clear Linux 37930 . 8553.2 |==================== Renaissance 0.14 Test: Apache Spark ALS ms < Lower Is Better Ubuntu 22.10 ...... 4692.5 |=================================================== CentOS Stream 9 ... 1576.5 |================= Fedora Server 37 .. 1848.4 |==================== Debian 12 Testing . 4473.5 |================================================= Clear Linux 37930 . 1836.3 |==================== Renaissance 0.14 Test: Apache Spark Bayes ms < Lower Is Better Ubuntu 22.10 ...... 790.7 |==================================================== CentOS Stream 9 ... 471.8 |=============================== Fedora Server 37 .. 655.1 |=========================================== Debian 12 Testing . 531.5 |=================================== Clear Linux 37930 . 386.3 |========================= Renaissance 0.14 Test: Apache Spark PageRank ms < Lower Is Better Ubuntu 22.10 ...... 3265.4 |=================================================== CentOS Stream 9 ... 2923.3 |============================================== Fedora Server 37 .. 2766.7 |=========================================== Debian 12 Testing . 2495.0 |======================================= Clear Linux 37930 . 2504.1 |======================================= Renaissance 0.14 Test: Finagle HTTP Requests ms < Lower Is Better Ubuntu 22.10 ...... 12720.9 |================================================== CentOS Stream 9 ... 12286.4 |================================================ Fedora Server 37 .. 11080.7 |============================================ Debian 12 Testing . 10566.4 |========================================== Clear Linux 37930 . 10729.9 |========================================== Renaissance 0.14 Test: In-Memory Database Shootout ms < Lower Is Better Ubuntu 22.10 ...... 6819.2 |=================================================== CentOS Stream 9 ... 4740.8 |=================================== Renaissance 0.14 Test: Akka Unbalanced Cobwebbed Tree ms < Lower Is Better Ubuntu 22.10 ...... 32544.9 |================================================== CentOS Stream 9 ... 28716.6 |============================================ Fedora Server 37 .. 32435.5 |================================================== Debian 12 Testing . 30060.1 |============================================== Clear Linux 37930 . 29149.7 |============================================= Renaissance 0.14 Test: Genetic Algorithm Using Jenetics + Futures ms < Lower Is Better Ubuntu 22.10 ...... 2878.0 |================================================= CentOS Stream 9 ... 1691.0 |============================= Fedora Server 37 .. 2798.5 |================================================ Debian 12 Testing . 2987.6 |=================================================== Clear Linux 37930 . 1666.2 |============================ oneDNN 3.0 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ubuntu 22.10 ...... 2187.43 |================================================== CentOS Stream 9 ... 1834.63 |========================================== Fedora Server 37 .. 2105.29 |================================================ Debian 12 Testing . 1878.59 |=========================================== Clear Linux 37930 . 1042.81 |======================== oneDNN 3.0 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ubuntu 22.10 ...... 2819.87 |================================================== CentOS Stream 9 ... 2044.14 |==================================== Fedora Server 37 .. 2445.17 |=========================================== Debian 12 Testing . 2073.38 |===================================== Clear Linux 37930 . 1387.81 |========================= oneDNN 3.0 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better Ubuntu 22.10 ...... 2216.45 |================================================== CentOS Stream 9 ... 1812.70 |========================================= Fedora Server 37 .. 2068.17 |=============================================== Debian 12 Testing . 1861.54 |========================================== Clear Linux 37930 . 1018.52 |======================= oneDNN 3.0 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better Ubuntu 22.10 ...... 2711.97 |================================================== CentOS Stream 9 ... 2024.98 |===================================== Fedora Server 37 .. 2520.37 |============================================== Debian 12 Testing . 2403.10 |============================================ Clear Linux 37930 . 1375.58 |========================= PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu 22.10 ...... 0.086 |================================================= CentOS Stream 9 ... 0.090 |=================================================== Fedora Server 37 .. 0.091 |==================================================== Debian 12 Testing . 0.090 |=================================================== Clear Linux 37930 . 0.088 |================================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu 22.10 ...... 0.154 |================================================= CentOS Stream 9 ... 0.155 |================================================= Fedora Server 37 .. 0.163 |==================================================== Debian 12 Testing . 0.163 |==================================================== Clear Linux 37930 . 0.158 |================================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu 22.10 ...... 18.416 |=================================================== CentOS Stream 9 ... 16.376 |============================================= Fedora Server 37 .. 12.137 |================================== Debian 12 Testing . 15.103 |========================================== Clear Linux 37930 . 3.498 |========== PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu 22.10 ...... 44.828 |========================================== CentOS Stream 9 ... 40.559 |====================================== Fedora Server 37 .. 42.542 |======================================== Debian 12 Testing . 54.631 |=================================================== Clear Linux 37930 . 7.466 |======= OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ...... 471.17 |================================================== CentOS Stream 9 ... 471.76 |================================================== Fedora Server 37 .. 477.15 |=================================================== Debian 12 Testing . 469.61 |================================================== OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ...... 1266.30 |================================================ CentOS Stream 9 ... 886.89 |================================== Fedora Server 37 .. 1322.86 |================================================== Debian 12 Testing . 881.35 |================================= OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ...... 1262.75 |=============================================== CentOS Stream 9 ... 889.89 |================================= Fedora Server 37 .. 1332.04 |================================================== Debian 12 Testing . 882.44 |================================= OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ...... 6.49 |==================================================== CentOS Stream 9 ... 6.51 |==================================================== Fedora Server 37 .. 6.62 |===================================================== Debian 12 Testing . 6.51 |==================================================== OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ...... 250.59 |================================================== CentOS Stream 9 ... 251.14 |=================================================== Fedora Server 37 .. 253.35 |=================================================== Debian 12 Testing . 250.79 |================================================== OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ...... 4.36 |==================================================== CentOS Stream 9 ... 4.36 |==================================================== Fedora Server 37 .. 4.42 |===================================================== Debian 12 Testing . 4.36 |==================================================== OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ...... 4.86 |==================================================== CentOS Stream 9 ... 4.88 |==================================================== Fedora Server 37 .. 4.93 |===================================================== Debian 12 Testing . 4.86 |==================================================== OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ...... 49.77 |=================================================== CentOS Stream 9 ... 50.47 |==================================================== Fedora Server 37 .. 50.79 |==================================================== Debian 12 Testing . 50.25 |=================================================== OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ...... 9.96 |=================================================== CentOS Stream 9 ... 10.05 |==================================================== Fedora Server 37 .. 10.08 |==================================================== Debian 12 Testing . 9.96 |=================================================== OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ...... 5.29 |==================================================== CentOS Stream 9 ... 5.29 |==================================================== Fedora Server 37 .. 5.41 |===================================================== Debian 12 Testing . 5.21 |=================================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ...... 0.90 |==================================================== CentOS Stream 9 ... 0.55 |================================ Fedora Server 37 .. 0.91 |===================================================== Debian 12 Testing . 0.90 |==================================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ...... 1.18 |==================================================== CentOS Stream 9 ... 0.98 |=========================================== Fedora Server 37 .. 1.21 |===================================================== Debian 12 Testing . 1.19 |==================================================== DaCapo Benchmark 9.12-MR1 Java Test: H2 msec < Lower Is Better Ubuntu 22.10 ...... 7176 |===================================================== CentOS Stream 9 ... 4212 |=============================== Fedora Server 37 .. 6264 |============================================== Debian 12 Testing . 5387 |======================================== Clear Linux 37930 . 3564 |========================== DaCapo Benchmark 9.12-MR1 Java Test: Jython msec < Lower Is Better Ubuntu 22.10 ...... 3505 |==================================================== CentOS Stream 9 ... 3334 |================================================= Fedora Server 37 .. 3572 |===================================================== Debian 12 Testing . 3335 |================================================= Clear Linux 37930 . 3120 |============================================== DaCapo Benchmark 9.12-MR1 Java Test: Tradebeans msec < Lower Is Better Ubuntu 22.10 ...... 6695 |===================================================== CentOS Stream 9 ... 4104 |================================ WireGuard + Linux Networking Stack Stress Test Seconds < Lower Is Better Ubuntu 22.10 ...... 387.54 |=================================================== CentOS Stream 9 ... 324.45 |=========================================== Fedora Server 37 .. 358.35 |=============================================== Debian 12 Testing . 372.29 |================================================= Clear Linux 37930 . 256.59 |================================== NWChem 7.0.2 Input: C240 Buckyball Seconds < Lower Is Better Ubuntu 22.10 ...... 1554.9 |=================================================== Debian 12 Testing . 1501.1 |================================================= Timed Gem5 Compilation 21.2 Time To Compile Seconds < Lower Is Better Ubuntu 22.10 ...... 140.42 |============================================= CentOS Stream 9 ... 157.59 |=================================================== Timed Linux Kernel Compilation 6.1 Build: defconfig Seconds < Lower Is Better Ubuntu 22.10 ...... 25.56 |==================================================== CentOS Stream 9 ... 18.09 |===================================== Fedora Server 37 .. 22.31 |============================================= Debian 12 Testing . 23.27 |=============================================== Timed Linux Kernel Compilation 6.1 Build: allmodconfig Seconds < Lower Is Better Ubuntu 22.10 ...... 144.34 |============================================= Fedora Server 37 .. 162.90 |=================================================== Debian 12 Testing . 129.27 |======================================== Timed Node.js Compilation 18.8 Time To Compile Seconds < Lower Is Better Ubuntu 22.10 ...... 100.06 |=================================================== CentOS Stream 9 ... 77.99 |======================================== Debian 12 Testing . 96.05 |================================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time Seconds < Lower Is Better Ubuntu 22.10 ...... 14.86 |==================================================== CentOS Stream 9 ... 10.08 |=================================== Debian 12 Testing . 7.20 |========================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Seconds < Lower Is Better Ubuntu 22.10 ...... 9.29 |============================================== CentOS Stream 9 ... 10.42 |==================================================== Debian 12 Testing . 8.90 |============================================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Ubuntu 22.10 ...... 4.13 |===================================================== CentOS Stream 9 ... 3.80 |================================================= Debian 12 Testing . 3.37 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Group By Test Time Seconds < Lower Is Better Ubuntu 22.10 ...... 13.85 |==================================================== CentOS Stream 9 ... 11.63 |============================================ Debian 12 Testing . 11.16 |========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Repartition Test Time Seconds < Lower Is Better Ubuntu 22.10 ...... 8.07 |===================================================== CentOS Stream 9 ... 6.35 |========================================== Debian 12 Testing . 7.07 |============================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Inner Join Test Time Seconds < Lower Is Better Ubuntu 22.10 ...... 14.24 |==================================================== CentOS Stream 9 ... 9.00 |================================= Debian 12 Testing . 13.55 |================================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time Seconds < Lower Is Better Ubuntu 22.10 ...... 7.30 |===================================================== CentOS Stream 9 ... 5.50 |======================================== Debian 12 Testing . 5.22 |====================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time Seconds < Lower Is Better Ubuntu 22.10 ...... 16.17 |==================================================== CentOS Stream 9 ... 10.90 |=================================== Debian 12 Testing . 8.58 |============================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Seconds < Lower Is Better Ubuntu 22.10 ...... 9.21 |============================================== CentOS Stream 9 ... 10.36 |==================================================== Debian 12 Testing . 9.09 |============================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Ubuntu 22.10 ...... 4.21 |===================================================== CentOS Stream 9 ... 4.01 |================================================== Debian 12 Testing . 3.50 |============================================ GPAW 22.1 Input: Carbon Nanotube Seconds < Lower Is Better Ubuntu 22.10 ...... 23.22 |======== CentOS Stream 9 ... 140.93 |=================================================== Fedora Server 37 .. 139.89 |=================================================== Debian 12 Testing . 21.77 |======== Blender 3.4 Blend File: Classroom - Compute: CPU-Only Seconds < Lower Is Better Ubuntu 22.10 ...... 21.13 |=================================================== CentOS Stream 9 ... 20.56 |================================================== Fedora Server 37 .. 21.45 |==================================================== Debian 12 Testing . 20.52 |================================================== Clear Linux 37930 . 20.60 |================================================== Numenta Anomaly Benchmark 1.1 Detector: KNN CAD Seconds < Lower Is Better Ubuntu 22.10 ...... 82.14 |==================================================== CentOS Stream 9 ... 74.05 |=============================================== Fedora Server 37 .. 70.83 |============================================= Debian 12 Testing . 81.85 |==================================================== Clear Linux 37930 . 66.48 |========================================== Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy Seconds < Lower Is Better Ubuntu 22.10 ...... 10.055 |================================================= CentOS Stream 9 ... 9.969 |================================================= Fedora Server 37 .. 10.371 |=================================================== Debian 12 Testing . 10.436 |=================================================== Clear Linux 37930 . 9.902 |================================================ Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian Seconds < Lower Is Better Ubuntu 22.10 ...... 4.850 |================================================== CentOS Stream 9 ... 4.322 |============================================ Fedora Server 37 .. 4.123 |========================================== Debian 12 Testing . 5.078 |==================================================== Clear Linux 37930 . 3.740 |====================================== Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline Seconds < Lower Is Better Ubuntu 22.10 ...... 66.79 |=================================================== CentOS Stream 9 ... 67.70 |==================================================== Fedora Server 37 .. 59.51 |============================================== Debian 12 Testing . 65.10 |================================================== Clear Linux 37930 . 54.21 |========================================== Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint Seconds < Lower Is Better Ubuntu 22.10 ...... 16.63 |======================================= CentOS Stream 9 ... 22.38 |==================================================== Fedora Server 37 .. 15.03 |=================================== Debian 12 Testing . 16.70 |======================================= Clear Linux 37930 . 18.33 |=========================================== Numenta Anomaly Benchmark 1.1 Detector: Contextual Anomaly Detector OSE Seconds < Lower Is Better Ubuntu 22.10 ...... 38.42 |=========================================== CentOS Stream 9 ... 46.54 |==================================================== Fedora Server 37 .. 32.78 |===================================== Debian 12 Testing . 38.34 |=========================================== Clear Linux 37930 . 29.56 |=================================