EPYC Genoa Linux Distros 2 x AMD EPYC 9654 96-Core testing with a AMD Titanite_4G (RTI1002E BIOS) and ASPEED on Fedora Linux 37 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 Ubuntu 22.10 - perf governor: 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 WireGuard + Linux Networking Stack Stress Test Seconds < Lower Is Better Ubuntu 22.10 ................. 387.54 |======================================== Ubuntu 22.10 - perf governor . 347.02 |==================================== CentOS Stream 9 .............. 324.45 |================================= Fedora Server 37 ............. 358.35 |===================================== NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better Ubuntu 22.10 ................. 0.12870 |====================================== Ubuntu 22.10 - perf governor . 0.12873 |====================================== CentOS Stream 9 .............. 0.12934 |====================================== Fedora Server 37 ............. 0.13139 |======================================= NWChem 7.0.2 Input: C240 Buckyball Seconds < Lower Is Better Ubuntu 22.10 ................. 1554.9 |======================================== Ubuntu 22.10 - perf governor . 1519.2 |======================================= DaCapo Benchmark 9.12-MR1 Java Test: H2 msec < Lower Is Better Ubuntu 22.10 ................. 7176 |========================================== Ubuntu 22.10 - perf governor . 4607 |=========================== CentOS Stream 9 .............. 4212 |========================= Fedora Server 37 ............. 6264 |===================================== DaCapo Benchmark 9.12-MR1 Java Test: Jython msec < Lower Is Better Ubuntu 22.10 ................. 3505 |========================================= Ubuntu 22.10 - perf governor . 3276 |======================================= CentOS Stream 9 .............. 3334 |======================================= Fedora Server 37 ............. 3572 |========================================== DaCapo Benchmark 9.12-MR1 Java Test: Tradebeans msec < Lower Is Better Ubuntu 22.10 ................. 6695 |========================================== Ubuntu 22.10 - perf governor . 4057 |========================= CentOS Stream 9 .............. 4104 |========================== Renaissance 0.14 Test: Scala Dotty ms < Lower Is Better Ubuntu 22.10 ................. 692.9 |========================================= Ubuntu 22.10 - perf governor . 672.4 |======================================= CentOS Stream 9 .............. 629.1 |===================================== Fedora Server 37 ............. 700.2 |========================================= Renaissance 0.14 Test: Random Forest ms < Lower Is Better Ubuntu 22.10 ................. 770.0 |======================================= Ubuntu 22.10 - perf governor . 633.0 |================================ CentOS Stream 9 .............. 592.7 |============================== Fedora Server 37 ............. 815.9 |========================================= Renaissance 0.14 Test: ALS Movie Lens ms < Lower Is Better Ubuntu 22.10 ................. 21335.1 |======================================= Ubuntu 22.10 - perf governor . 20209.0 |===================================== CentOS Stream 9 .............. 6030.5 |=========== Fedora Server 37 ............. 8783.2 |================ Renaissance 0.14 Test: Apache Spark ALS ms < Lower Is Better Ubuntu 22.10 ................. 4692.5 |======================================== Ubuntu 22.10 - perf governor . 4377.2 |===================================== CentOS Stream 9 .............. 1576.5 |============= Fedora Server 37 ............. 1848.4 |================ Renaissance 0.14 Test: Apache Spark Bayes ms < Lower Is Better Ubuntu 22.10 ................. 790.7 |========================================= Ubuntu 22.10 - perf governor . 512.1 |=========================== CentOS Stream 9 .............. 471.8 |======================== Fedora Server 37 ............. 655.1 |================================== Renaissance 0.14 Test: Apache Spark PageRank ms < Lower Is Better Ubuntu 22.10 ................. 3265.4 |======================================== Ubuntu 22.10 - perf governor . 3114.3 |====================================== CentOS Stream 9 .............. 2923.3 |==================================== Fedora Server 37 ............. 2766.7 |================================== Renaissance 0.14 Test: Finagle HTTP Requests ms < Lower Is Better Ubuntu 22.10 ................. 12720.9 |======================================= Ubuntu 22.10 - perf governor . 12279.8 |====================================== CentOS Stream 9 .............. 12286.4 |====================================== Fedora Server 37 ............. 11080.7 |================================== Renaissance 0.14 Test: In-Memory Database Shootout ms < Lower Is Better Ubuntu 22.10 ................. 6819.2 |======================================== Ubuntu 22.10 - perf governor . 5041.2 |============================== CentOS Stream 9 .............. 4740.8 |============================ Renaissance 0.14 Test: Akka Unbalanced Cobwebbed Tree ms < Lower Is Better Ubuntu 22.10 ................. 32544.9 |======================================= Ubuntu 22.10 - perf governor . 29367.3 |=================================== CentOS Stream 9 .............. 28716.6 |================================== Fedora Server 37 ............. 32435.5 |======================================= Renaissance 0.14 Test: Genetic Algorithm Using Jenetics + Futures ms < Lower Is Better Ubuntu 22.10 ................. 2878.0 |======================================== Ubuntu 22.10 - perf governor . 1626.6 |======================= CentOS Stream 9 .............. 1691.0 |======================== Fedora Server 37 ............. 2798.5 |======================================= Zstd Compression Compression Level: 8 - Compression Speed MB/s > Higher Is Better Ubuntu 22.10 ................. 4220.7 |================================== Ubuntu 22.10 - perf governor . 4443.8 |==================================== CentOS Stream 9 .............. 4900.7 |======================================== Fedora Server 37 ............. 4326.4 |=================================== Zstd Compression Compression Level: 8 - Decompression Speed MB/s > Higher Is Better Ubuntu 22.10 ................. 4181.9 |==================================== Ubuntu 22.10 - perf governor . 4170.4 |==================================== CentOS Stream 9 .............. 4679.9 |======================================== Fedora Server 37 ............. 4421.5 |====================================== Zstd Compression Compression Level: 19 - Compression Speed MB/s > Higher Is Better Ubuntu 22.10 ................. 86.5 |=============================== Ubuntu 22.10 - perf governor . 93.5 |================================== CentOS Stream 9 .............. 113.5 |========================================= Fedora Server 37 ............. 96.1 |=================================== Zstd Compression Compression Level: 19 - Decompression Speed MB/s > Higher Is Better Ubuntu 22.10 ................. 3468.8 |==================================== Ubuntu 22.10 - perf governor . 3475.0 |==================================== CentOS Stream 9 .............. 3901.1 |======================================== Fedora Server 37 ............. 3714.5 |====================================== Zstd Compression Compression Level: 8, Long Mode - Compression Speed MB/s > Higher Is Better Ubuntu 22.10 ................. 676.7 |======================== Ubuntu 22.10 - perf governor . 1144.2 |======================================== CentOS Stream 9 .............. 970.3 |================================== Fedora Server 37 ............. 644.7 |======================= Zstd Compression Compression Level: 8, Long Mode - Decompression Speed MB/s > Higher Is Better Ubuntu 22.10 ................. 4460.8 |==================================== Ubuntu 22.10 - perf governor . 4523.6 |==================================== CentOS Stream 9 .............. 5013.3 |======================================== Fedora Server 37 ............. 4749.3 |====================================== Zstd Compression Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better Ubuntu 22.10 ................. 39.7 |============================== Ubuntu 22.10 - perf governor . 40.1 |=============================== CentOS Stream 9 .............. 55.2 |========================================== Fedora Server 37 ............. 43.0 |================================= Zstd Compression Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better Ubuntu 22.10 ................. 3527.9 |===================================== Ubuntu 22.10 - perf governor . 3549.0 |===================================== CentOS Stream 9 .............. 3812.9 |======================================== Fedora Server 37 ............. 3803.3 |======================================== Embree 3.13 Binary: Pathtracer ISPC - Model: Crown Frames Per Second > Higher Is Better Ubuntu 22.10 ................. 182.40 |======================================== Ubuntu 22.10 - perf governor . 182.27 |======================================== CentOS Stream 9 .............. 180.75 |======================================== Fedora Server 37 ............. 177.71 |======================================= Embree 3.13 Binary: Pathtracer ISPC - Model: Asian Dragon Frames Per Second > Higher Is Better Ubuntu 22.10 ................. 211.75 |======================================== Ubuntu 22.10 - perf governor . 213.92 |======================================== CentOS Stream 9 .............. 212.75 |======================================== Fedora Server 37 ............. 208.98 |======================================= SVT-AV1 1.4 Encoder Mode: Preset 8 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 22.10 ................. 66.26 |============================= Ubuntu 22.10 - perf governor . 93.25 |========================================= CentOS Stream 9 .............. 94.26 |========================================= Fedora Server 37 ............. 66.38 |============================= SVT-AV1 1.4 Encoder Mode: Preset 12 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 22.10 ................. 182.03 |============================ Ubuntu 22.10 - perf governor . 257.96 |======================================= CentOS Stream 9 .............. 263.55 |======================================== Fedora Server 37 ............. 167.15 |========================= SVT-AV1 1.4 Encoder Mode: Preset 13 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 22.10 ................. 164.00 |========================= Ubuntu 22.10 - perf governor . 261.79 |======================================== CentOS Stream 9 .............. 226.80 |=================================== Fedora Server 37 ............. 155.21 |======================== Intel Open Image Denoise 1.4.0 Run: RT.hdr_alb_nrm.3840x2160 Images / Sec > Higher Is Better Ubuntu 22.10 ................. 3.44 |======================================== Ubuntu 22.10 - perf governor . 3.60 |========================================== CentOS Stream 9 .............. 3.01 |=================================== Fedora Server 37 ............. 3.07 |==================================== Intel Open Image Denoise 1.4.0 Run: RTLightmap.hdr.4096x4096 Images / Sec > Higher Is Better Ubuntu 22.10 ................. 1.65 |========================================= Ubuntu 22.10 - perf governor . 1.69 |========================================== CentOS Stream 9 .............. 1.40 |=================================== Fedora Server 37 ............. 1.45 |==================================== OpenVKL 1.3.1 Benchmark: vklBenchmark ISPC Items / Sec > Higher Is Better Ubuntu 22.10 ................. 1285 |======================================== Ubuntu 22.10 - perf governor . 1337 |========================================== CentOS Stream 9 .............. 1316 |========================================= Fedora Server 37 ............. 1258 |======================================== OSPRay 2.10 Benchmark: particle_volume/ao/real_time Items Per Second > Higher Is Better Ubuntu 22.10 ................. 42.81 |========================================= Ubuntu 22.10 - perf governor . 42.85 |========================================= CentOS Stream 9 .............. 42.36 |========================================= Fedora Server 37 ............. 41.89 |======================================== OSPRay 2.10 Benchmark: particle_volume/scivis/real_time Items Per Second > Higher Is Better Ubuntu 22.10 ................. 42.71 |========================================= Ubuntu 22.10 - perf governor . 42.78 |========================================= CentOS Stream 9 .............. 42.33 |========================================= Fedora Server 37 ............. 41.96 |======================================== OSPRay 2.10 Benchmark: particle_volume/pathtracer/real_time Items Per Second > Higher Is Better Ubuntu 22.10 ................. 174.32 |=============================== Ubuntu 22.10 - perf governor . 220.69 |======================================= CentOS Stream 9 .............. 227.21 |======================================== Fedora Server 37 ............. 174.94 |=============================== OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/ao/real_time Items Per Second > Higher Is Better Ubuntu 22.10 ................. 43.86 |========================================= Ubuntu 22.10 - perf governor . 44.18 |========================================= CentOS Stream 9 .............. 44.02 |========================================= Fedora Server 37 ............. 43.48 |======================================== OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time Items Per Second > Higher Is Better Ubuntu 22.10 ................. 43.09 |========================================= Ubuntu 22.10 - perf governor . 43.09 |========================================= CentOS Stream 9 .............. 43.54 |========================================= Fedora Server 37 ............. 42.58 |======================================== OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time Items Per Second > Higher Is Better Ubuntu 22.10 ................. 53.93 |========================================= Ubuntu 22.10 - perf governor . 54.15 |========================================= CentOS Stream 9 .............. 53.78 |========================================= Fedora Server 37 ............. 53.14 |======================================== 7-Zip Compression 22.01 Test: Compression Rating MIPS > Higher Is Better Ubuntu 22.10 ................. 787085 |====================== Ubuntu 22.10 - perf governor . 874898 |========================= CentOS Stream 9 .............. 1389443 |======================================= Fedora Server 37 ............. 672345 |=================== 7-Zip Compression 22.01 Test: Decompression Rating MIPS > Higher Is Better Ubuntu 22.10 ................. 1137175 |==================================== Ubuntu 22.10 - perf governor . 1175260 |===================================== CentOS Stream 9 .............. 1229727 |======================================= Fedora Server 37 ............. 1118799 |=================================== Timed Gem5 Compilation 21.2 Time To Compile Seconds < Lower Is Better Ubuntu 22.10 ................. 140.42 |==================================== Ubuntu 22.10 - perf governor . 137.59 |=================================== CentOS Stream 9 .............. 157.59 |======================================== Timed Linux Kernel Compilation 6.1 Build: defconfig Seconds < Lower Is Better Ubuntu 22.10 ................. 25.56 |========================================= Ubuntu 22.10 - perf governor . 25.17 |======================================== CentOS Stream 9 .............. 18.09 |============================= Fedora Server 37 ............. 22.31 |==================================== Timed Linux Kernel Compilation 6.1 Build: allmodconfig Seconds < Lower Is Better Ubuntu 22.10 ................. 144.34 |=================================== Ubuntu 22.10 - perf governor . 145.10 |==================================== Fedora Server 37 ............. 162.90 |======================================== Timed Node.js Compilation 18.8 Time To Compile Seconds < Lower Is Better Ubuntu 22.10 ................. 100.06 |======================================== Ubuntu 22.10 - perf governor . 97.65 |======================================= CentOS Stream 9 .............. 77.99 |=============================== oneDNN 3.0 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ubuntu 22.10 ................. 2187.43 |======================================= Ubuntu 22.10 - perf governor . 2052.39 |===================================== CentOS Stream 9 .............. 1834.63 |================================= Fedora Server 37 ............. 2105.29 |====================================== oneDNN 3.0 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Ubuntu 22.10 ................. 2819.87 |======================================= Ubuntu 22.10 - perf governor . 2452.35 |================================== CentOS Stream 9 .............. 2044.14 |============================ Fedora Server 37 ............. 2445.17 |================================== oneDNN 3.0 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better Ubuntu 22.10 ................. 2216.45 |======================================= Ubuntu 22.10 - perf governor . 2091.75 |===================================== CentOS Stream 9 .............. 1812.70 |================================ Fedora Server 37 ............. 2068.17 |==================================== oneDNN 3.0 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better Ubuntu 22.10 ................. 2711.97 |======================================= Ubuntu 22.10 - perf governor . 2398.86 |================================== CentOS Stream 9 .............. 2024.98 |============================= Fedora Server 37 ............. 2520.37 |==================================== OpenSSL sign/s > Higher Is Better Ubuntu 22.10 ................. 44112.2 |======================================= Ubuntu 22.10 - perf governor . 44502.7 |======================================= CentOS Stream 9 .............. 44352.6 |======================================= Fedora Server 37 ............. 43315.7 |====================================== OpenSSL verify/s > Higher Is Better Ubuntu 22.10 ................. 2918571.6 |===================================== Ubuntu 22.10 - perf governor . 2938439.5 |===================================== CentOS Stream 9 .............. 2927055.0 |===================================== Fedora Server 37 ............. 2872414.2 |==================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time Seconds < Lower Is Better Ubuntu 22.10 ................. 14.86 |========================================= Ubuntu 22.10 - perf governor . 10.14 |============================ CentOS Stream 9 .............. 10.08 |============================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Seconds < Lower Is Better Ubuntu 22.10 ................. 9.29 |===================================== Ubuntu 22.10 - perf governor . 9.18 |==================================== CentOS Stream 9 .............. 10.42 |========================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Ubuntu 22.10 ................. 4.13 |========================================== Ubuntu 22.10 - perf governor . 3.82 |======================================= CentOS Stream 9 .............. 3.80 |======================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Group By Test Time Seconds < Lower Is Better Ubuntu 22.10 ................. 13.85 |========================================= Ubuntu 22.10 - perf governor . 10.76 |================================ CentOS Stream 9 .............. 11.63 |================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Repartition Test Time Seconds < Lower Is Better Ubuntu 22.10 ................. 8.07 |========================================== Ubuntu 22.10 - perf governor . 6.08 |================================ CentOS Stream 9 .............. 6.35 |================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Inner Join Test Time Seconds < Lower Is Better Ubuntu 22.10 ................. 14.24 |========================================= Ubuntu 22.10 - perf governor . 9.26 |=========================== CentOS Stream 9 .............. 9.00 |========================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time Seconds < Lower Is Better Ubuntu 22.10 ................. 7.30 |========================================== Ubuntu 22.10 - perf governor . 5.64 |================================ CentOS Stream 9 .............. 5.50 |================================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time Seconds < Lower Is Better Ubuntu 22.10 ................. 16.17 |========================================= Ubuntu 22.10 - perf governor . 11.15 |============================ CentOS Stream 9 .............. 10.90 |============================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Seconds < Lower Is Better Ubuntu 22.10 ................. 9.21 |==================================== Ubuntu 22.10 - perf governor . 9.02 |==================================== CentOS Stream 9 .............. 10.36 |========================================= Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Ubuntu 22.10 ................. 4.21 |========================================== Ubuntu 22.10 - perf governor . 3.73 |===================================== CentOS Stream 9 .............. 4.01 |======================================== CockroachDB 22.2 Workload: MoVR - Concurrency: 128 ops/s > Higher Is Better Ubuntu 22.10 ................. 610.8 |========================== Ubuntu 22.10 - perf governor . 948.0 |========================================= CentOS Stream 9 .............. 936.3 |======================================== Fedora Server 37 ............. 545.8 |======================== CockroachDB 22.2 Workload: MoVR - Concurrency: 512 ops/s > Higher Is Better Ubuntu 22.10 ................. 610.6 |========================== Ubuntu 22.10 - perf governor . 949.5 |========================================= CentOS Stream 9 .............. 936.2 |======================================== Fedora Server 37 ............. 544.0 |======================= CockroachDB 22.2 Workload: MoVR - Concurrency: 1024 ops/s > Higher Is Better Ubuntu 22.10 ................. 611.7 |========================== Ubuntu 22.10 - perf governor . 947.5 |========================================= CentOS Stream 9 .............. 937.0 |========================================= Fedora Server 37 ............. 548.2 |======================== CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 128 ops/s > Higher Is Better Ubuntu 22.10 ................. 25586.5 |========================== Ubuntu 22.10 - perf governor . 33324.1 |================================= CentOS Stream 9 .............. 38849.7 |======================================= Fedora Server 37 ............. 31400.4 |================================ CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 512 ops/s > Higher Is Better Ubuntu 22.10 ................. 30362.3 |============================== Ubuntu 22.10 - perf governor . 35924.6 |=================================== CentOS Stream 9 .............. 39678.9 |======================================= Fedora Server 37 ............. 34135.1 |================================== CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 128 ops/s > Higher Is Better Ubuntu 22.10 ................. 37011.3 |============================= Ubuntu 22.10 - perf governor . 45420.2 |=================================== CentOS Stream 9 .............. 50034.5 |======================================= Fedora Server 37 ............. 42943.9 |================================= CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 512 ops/s > Higher Is Better Ubuntu 22.10 ................. 39856.8 |============================= Ubuntu 22.10 - perf governor . 47183.0 |=================================== CentOS Stream 9 .............. 53059.9 |======================================= Fedora Server 37 ............. 45199.6 |================================= CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 128 ops/s > Higher Is Better Ubuntu 22.10 ................. 40495.9 |============================= Ubuntu 22.10 - perf governor . 50763.3 |===================================== CentOS Stream 9 .............. 54048.5 |======================================= Fedora Server 37 ............. 44400.8 |================================ CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 512 ops/s > Higher Is Better Ubuntu 22.10 ................. 43058.3 |=============================== Ubuntu 22.10 - perf governor . 53436.0 |====================================== CentOS Stream 9 .............. 54178.3 |======================================= Fedora Server 37 ............. 49104.1 |=================================== CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 128 ops/s > Higher Is Better Ubuntu 22.10 ................. 56347.2 |================================== Ubuntu 22.10 - perf governor . 64140.3 |====================================== CentOS Stream 9 .............. 65223.3 |======================================= Fedora Server 37 ............. 50569.8 |============================== CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 512 ops/s > Higher Is Better Ubuntu 22.10 ................. 60113.4 |====================================== Ubuntu 22.10 - perf governor . 61535.2 |======================================= CentOS Stream 9 .............. 61494.9 |======================================= Fedora Server 37 ............. 57977.8 |===================================== CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 1024 ops/s > Higher Is Better Ubuntu 22.10 ................. 31192.4 |=============================== Ubuntu 22.10 - perf governor . 36217.1 |==================================== CentOS Stream 9 .............. 39412.1 |======================================= Fedora Server 37 ............. 35127.0 |=================================== CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 1024 ops/s > Higher Is Better Ubuntu 22.10 ................. 42428.0 |================================== Ubuntu 22.10 - perf governor . 46917.7 |====================================== CentOS Stream 9 .............. 48074.4 |======================================= Fedora Server 37 ............. 44065.7 |==================================== CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 1024 ops/s > Higher Is Better Ubuntu 22.10 ................. 45989.7 |=================================== Ubuntu 22.10 - perf governor . 47350.5 |==================================== CentOS Stream 9 .............. 51501.8 |======================================= Fedora Server 37 ............. 48661.9 |===================================== CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 1024 ops/s > Higher Is Better Ubuntu 22.10 ................. 56954.6 |================================== Ubuntu 22.10 - perf governor . 64779.1 |======================================= CentOS Stream 9 .............. 61954.9 |===================================== Fedora Server 37 ............. 55610.3 |================================= GROMACS 2022.1 Implementation: MPI CPU - Input: water_GMX50_bare Ns Per Day > Higher Is Better Ubuntu 22.10 ................. 18.58 |========================================= Ubuntu 22.10 - perf governor . 18.76 |========================================= CentOS Stream 9 .............. 16.64 |==================================== Fedora Server 37 ............. 18.76 |========================================= MariaDB 10.8.2 Clients: 256 Queries Per Second > Higher Is Better Ubuntu 22.10 ................. 328 |======================== Ubuntu 22.10 - perf governor . 416 |=============================== CentOS Stream 9 .............. 579 |=========================================== Fedora Server 37 ............. 451 |================================= PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Only TPS > Higher Is Better Ubuntu 22.10 ................. 2906035 |======================================= Ubuntu 22.10 - perf governor . 2882125 |======================================= CentOS Stream 9 .............. 2776596 |===================================== Fedora Server 37 ............. 2760594 |===================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu 22.10 ................. 0.086 |======================================= Ubuntu 22.10 - perf governor . 0.087 |======================================= CentOS Stream 9 .............. 0.090 |========================================= Fedora Server 37 ............. 0.091 |========================================= PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Only TPS > Higher Is Better Ubuntu 22.10 ................. 3252697 |======================================= Ubuntu 22.10 - perf governor . 3173132 |====================================== CentOS Stream 9 .............. 3226697 |======================================= Fedora Server 37 ............. 3075798 |===================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu 22.10 ................. 0.154 |======================================= Ubuntu 22.10 - perf governor . 0.158 |======================================== CentOS Stream 9 .............. 0.155 |======================================= Fedora Server 37 ............. 0.163 |========================================= PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Write TPS > Higher Is Better Ubuntu 22.10 ................. 14029 |=================== Ubuntu 22.10 - perf governor . 19361 |=========================== CentOS Stream 9 .............. 15656 |====================== Fedora Server 37 ............. 29700 |========================================= PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu 22.10 ................. 18.42 |========================================= Ubuntu 22.10 - perf governor . 14.06 |=============================== CentOS Stream 9 .............. 16.38 |==================================== Fedora Server 37 ............. 12.14 |=========================== PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Write TPS > Higher Is Better Ubuntu 22.10 ................. 11245 |================================== Ubuntu 22.10 - perf governor . 13400 |========================================= CentOS Stream 9 .............. 12346 |====================================== Fedora Server 37 ............. 11772 |==================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu 22.10 ................. 44.83 |========================================= Ubuntu 22.10 - perf governor . 37.48 |================================== CentOS Stream 9 .............. 40.56 |===================================== Fedora Server 37 ............. 42.54 |======================================= GPAW 22.1 Input: Carbon Nanotube Seconds < Lower Is Better Ubuntu 22.10 ................. 23.22 |======= Ubuntu 22.10 - perf governor . 23.23 |======= CentOS Stream 9 .............. 140.93 |======================================== Fedora Server 37 ............. 139.89 |======================================== Blender 3.4 Blend File: Classroom - Compute: CPU-Only Seconds < Lower Is Better Ubuntu 22.10 ................. 21.13 |======================================== Ubuntu 22.10 - perf governor . 20.99 |======================================== CentOS Stream 9 .............. 20.56 |======================================= Fedora Server 37 ............. 21.45 |========================================= OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ................. 101.66 |======================================== Ubuntu 22.10 - perf governor . 101.93 |======================================== CentOS Stream 9 .............. 101.65 |======================================== Fedora Server 37 ............. 100.47 |======================================= OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ................. 471.17 |======================================= Ubuntu 22.10 - perf governor . 470.00 |======================================= CentOS Stream 9 .............. 471.76 |======================================== Fedora Server 37 ............. 477.15 |======================================== OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ................. 37.61 |============================= Ubuntu 22.10 - perf governor . 37.93 |============================= CentOS Stream 9 .............. 53.87 |========================================= Fedora Server 37 ............. 36.04 |=========================== OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ................. 1266.30 |===================================== Ubuntu 22.10 - perf governor . 1256.76 |===================================== CentOS Stream 9 .............. 886.89 |========================== Fedora Server 37 ............. 1322.86 |======================================= OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ................. 37.75 |============================= Ubuntu 22.10 - perf governor . 37.92 |============================= CentOS Stream 9 .............. 53.71 |========================================= Fedora Server 37 ............. 35.76 |=========================== OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ................. 1262.75 |===================================== Ubuntu 22.10 - perf governor . 1256.83 |===================================== CentOS Stream 9 .............. 889.89 |========================== Fedora Server 37 ............. 1332.04 |======================================= OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ................. 7384.35 |======================================= Ubuntu 22.10 - perf governor . 7400.00 |======================================= CentOS Stream 9 .............. 7358.64 |======================================= Fedora Server 37 ............. 7232.28 |====================================== OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ................. 6.49 |========================================= Ubuntu 22.10 - perf governor . 6.47 |========================================= CentOS Stream 9 .............. 6.51 |========================================= Fedora Server 37 ............. 6.62 |========================================== OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ................. 191.17 |======================================== Ubuntu 22.10 - perf governor . 191.05 |======================================== CentOS Stream 9 .............. 190.76 |======================================== Fedora Server 37 ............. 189.09 |======================================== OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ................. 250.59 |======================================== Ubuntu 22.10 - perf governor . 250.72 |======================================== CentOS Stream 9 .............. 251.14 |======================================== Fedora Server 37 ............. 253.35 |======================================== OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ................. 10984.86 |====================================== Ubuntu 22.10 - perf governor . 11010.45 |====================================== CentOS Stream 9 .............. 10981.96 |====================================== Fedora Server 37 ............. 10836.10 |===================================== OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ................. 4.36 |========================================= Ubuntu 22.10 - perf governor . 4.35 |========================================= CentOS Stream 9 .............. 4.36 |========================================= Fedora Server 37 ............. 4.42 |========================================== OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ................. 9845.21 |======================================= Ubuntu 22.10 - perf governor . 9859.39 |======================================= CentOS Stream 9 .............. 9793.55 |======================================= Fedora Server 37 ............. 9708.74 |====================================== OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ................. 4.86 |========================================= Ubuntu 22.10 - perf governor . 4.85 |========================================= CentOS Stream 9 .............. 4.88 |========================================== Fedora Server 37 ............. 4.93 |========================================== OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ................. 963.35 |======================================== Ubuntu 22.10 - perf governor . 958.14 |======================================== CentOS Stream 9 .............. 949.62 |======================================= Fedora Server 37 ............. 943.69 |======================================= OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ................. 49.77 |======================================== Ubuntu 22.10 - perf governor . 50.03 |======================================== CentOS Stream 9 .............. 50.47 |========================================= Fedora Server 37 ............. 50.79 |========================================= OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ................. 19163.47 |====================================== Ubuntu 22.10 - perf governor . 19201.93 |====================================== CentOS Stream 9 .............. 18953.44 |====================================== Fedora Server 37 ............. 18954.91 |====================================== OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ................. 9.96 |========================================= Ubuntu 22.10 - perf governor . 9.93 |======================================== CentOS Stream 9 .............. 10.05 |========================================= Fedora Server 37 ............. 10.08 |========================================= OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ................. 9052.63 |======================================= Ubuntu 22.10 - perf governor . 9031.68 |======================================= CentOS Stream 9 .............. 9059.49 |======================================= Fedora Server 37 ............. 8867.05 |====================================== OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ................. 5.29 |========================================= Ubuntu 22.10 - perf governor . 5.31 |========================================= CentOS Stream 9 .............. 5.29 |========================================= Fedora Server 37 ............. 5.41 |========================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ................. 149753.69 |===================================== Ubuntu 22.10 - perf governor . 146388.06 |==================================== CentOS Stream 9 .............. 142443.10 |=================================== Fedora Server 37 ............. 146533.10 |==================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ................. 0.90 |========================================== Ubuntu 22.10 - perf governor . 0.55 |========================= CentOS Stream 9 .............. 0.55 |========================= Fedora Server 37 ............. 0.91 |========================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU FPS > Higher Is Better Ubuntu 22.10 ................. 119916.92 |==================================== Ubuntu 22.10 - perf governor . 122351.79 |===================================== CentOS Stream 9 .............. 115292.43 |=================================== Fedora Server 37 ............. 116674.85 |=================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU ms < Lower Is Better Ubuntu 22.10 ................. 1.18 |========================================= Ubuntu 22.10 - perf governor . 0.98 |================================== CentOS Stream 9 .............. 0.98 |================================== Fedora Server 37 ............. 1.21 |========================================== Apache Cassandra 4.0 Test: Writes Op/s > Higher Is Better Ubuntu 22.10 ................. 234467 |==================================== Ubuntu 22.10 - perf governor . 258565 |======================================== CentOS Stream 9 .............. 243423 |====================================== PyBench 2018-02-16 Total For Average Test Times Milliseconds < Lower Is Better Ubuntu 22.10 ................. 862 |====================================== Ubuntu 22.10 - perf governor . 861 |====================================== CentOS Stream 9 .............. 976 |=========================================== Fedora Server 37 ............. 907 |======================================== PyPerformance 1.0.0 Benchmark: go Milliseconds < Lower Is Better Ubuntu 22.10 ................. 182 |================================== Ubuntu 22.10 - perf governor . 183 |================================== CentOS Stream 9 .............. 230 |=========================================== Fedora Server 37 ............. 132 |========================= PyPerformance 1.0.0 Benchmark: 2to3 Milliseconds < Lower Is Better Ubuntu 22.10 ................. 262 |========================================= Ubuntu 22.10 - perf governor . 253 |======================================== CentOS Stream 9 .............. 274 |=========================================== Fedora Server 37 ............. 229 |==================================== PyPerformance 1.0.0 Benchmark: chaos Milliseconds < Lower Is Better Ubuntu 22.10 ................. 76.7 |================================= Ubuntu 22.10 - perf governor . 76.8 |================================= CentOS Stream 9 .............. 97.8 |========================================== Fedora Server 37 ............. 62.5 |=========================== PyPerformance 1.0.0 Benchmark: float Milliseconds < Lower Is Better Ubuntu 22.10 ................. 83.7 |================================== Ubuntu 22.10 - perf governor . 84.2 |================================== CentOS Stream 9 .............. 102.0 |========================================= Fedora Server 37 ............. 67.4 |=========================== PyPerformance 1.0.0 Benchmark: nbody Milliseconds < Lower Is Better Ubuntu 22.10 ................. 113.0 |==================================== Ubuntu 22.10 - perf governor . 112.0 |==================================== CentOS Stream 9 .............. 129.0 |========================================= Fedora Server 37 ............. 92.8 |============================= PyPerformance 1.0.0 Benchmark: pathlib Milliseconds < Lower Is Better Ubuntu 22.10 ................. 15.3 |======================================== Ubuntu 22.10 - perf governor . 15.4 |========================================= CentOS Stream 9 .............. 15.9 |========================================== Fedora Server 37 ............. 14.4 |====================================== PyPerformance 1.0.0 Benchmark: raytrace Milliseconds < Lower Is Better Ubuntu 22.10 ................. 359 |================================= Ubuntu 22.10 - perf governor . 361 |================================== CentOS Stream 9 .............. 462 |=========================================== Fedora Server 37 ............. 268 |========================= PyPerformance 1.0.0 Benchmark: json_loads Milliseconds < Lower Is Better Ubuntu 22.10 ................. 16.8 |====================================== Ubuntu 22.10 - perf governor . 16.8 |====================================== CentOS Stream 9 .............. 18.8 |========================================== Fedora Server 37 ............. 18.0 |======================================== PyPerformance 1.0.0 Benchmark: crypto_pyaes Milliseconds < Lower Is Better Ubuntu 22.10 ................. 87.4 |=================================== Ubuntu 22.10 - perf governor . 88.3 |==================================== CentOS Stream 9 .............. 101.0 |========================================= Fedora Server 37 ............. 68.8 |============================ PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better Ubuntu 22.10 ................. 117 |===================================== Ubuntu 22.10 - perf governor . 117 |===================================== CentOS Stream 9 .............. 135 |=========================================== Fedora Server 37 ............. 105 |================================= PyPerformance 1.0.0 Benchmark: python_startup Milliseconds < Lower Is Better Ubuntu 22.10 ................. 10.70 |========================================= Ubuntu 22.10 - perf governor . 7.02 |=========================== CentOS Stream 9 .............. 7.67 |============================= Fedora Server 37 ............. 10.10 |======================================= PyPerformance 1.0.0 Benchmark: django_template Milliseconds < Lower Is Better Ubuntu 22.10 ................. 36.3 |=================================== Ubuntu 22.10 - perf governor . 36.2 |=================================== CentOS Stream 9 .............. 43.7 |========================================== Fedora Server 37 ............. 30.8 |============================== PyPerformance 1.0.0 Benchmark: pickle_pure_python Milliseconds < Lower Is Better Ubuntu 22.10 ................. 330 |==================================== Ubuntu 22.10 - perf governor . 330 |==================================== CentOS Stream 9 .............. 395 |=========================================== Fedora Server 37 ............. 266 |============================= Numenta Anomaly Benchmark 1.1 Detector: KNN CAD Seconds < Lower Is Better Ubuntu 22.10 ................. 82.14 |======================================== Ubuntu 22.10 - perf governor . 83.61 |========================================= CentOS Stream 9 .............. 74.05 |==================================== Fedora Server 37 ............. 70.83 |=================================== Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy Seconds < Lower Is Better Ubuntu 22.10 ................. 10.055 |======================================= Ubuntu 22.10 - perf governor . 9.818 |====================================== CentOS Stream 9 .............. 9.969 |====================================== Fedora Server 37 ............. 10.371 |======================================== Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian Seconds < Lower Is Better Ubuntu 22.10 ................. 4.850 |========================================= Ubuntu 22.10 - perf governor . 4.779 |======================================== CentOS Stream 9 .............. 4.322 |===================================== Fedora Server 37 ............. 4.123 |=================================== Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline Seconds < Lower Is Better Ubuntu 22.10 ................. 66.79 |======================================== Ubuntu 22.10 - perf governor . 66.06 |======================================== CentOS Stream 9 .............. 67.70 |========================================= Fedora Server 37 ............. 59.51 |==================================== Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint Seconds < Lower Is Better Ubuntu 22.10 ................. 16.63 |============================== Ubuntu 22.10 - perf governor . 16.55 |============================== CentOS Stream 9 .............. 22.38 |========================================= Fedora Server 37 ............. 15.03 |============================ Numenta Anomaly Benchmark 1.1 Detector: Contextual Anomaly Detector OSE Seconds < Lower Is Better Ubuntu 22.10 ................. 38.42 |================================== Ubuntu 22.10 - perf governor . 38.08 |================================== CentOS Stream 9 .............. 46.54 |========================================= Fedora Server 37 ............. 32.78 |============================= PHPBench 0.8.1 PHP Benchmark Suite Score > Higher Is Better Ubuntu 22.10 ................. 852283 |======================================== Ubuntu 22.10 - perf governor . 859554 |======================================== CentOS Stream 9 .............. 776821 |==================================== Fedora Server 37 ............. 821180 |======================================