2 x AMD EPYC 9654 96-Core testing with a AMD Titanite_4G (RTI1002E BIOS) and ASPEED on Ubuntu 22.10 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2212268-NE-EPYCGENOA71 EPYC Genoa Linux Distros - Phoronix Test Suite EPYC Genoa Linux Distros 2 x AMD EPYC 9654 96-Core testing with a AMD Titanite_4G (RTI1002E BIOS) and ASPEED on Ubuntu 22.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2212268-NE-EPYCGENOA71&gru&sro .
EPYC Genoa Linux Distros Processor Motherboard Chipset Memory Disk Graphics Monitor Network OS Kernel Desktop Display Server Vulkan Compiler File-System Screen Resolution Ubuntu 22.10 Ubuntu 22.10 - perf governor 2 x AMD EPYC 9654 96-Core @ 3.71GHz (192 Cores / 384 Threads) AMD Titanite_4G (RTI1002E BIOS) AMD Device 14a4 1520GB 800GB INTEL SSDPF21Q800GB ASPEED VGA HDMI Broadcom NetXtreme BCM5720 PCIe Ubuntu 22.10 5.19.0-26-generic (x86_64) GNOME Shell 43.0 X Server 1.21.1.4 1.3.224 GCC 12.2.0 + Clang 15.0.2-1 ext4 1920x1080 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - Ubuntu 22.10: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa10110d - Ubuntu 22.10 - perf governor: Scaling Governor: amd-pstate performance (Boost: Enabled) - CPU Microcode: 0xa10110d Java Details - OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2) Python Details - Python 3.10.7 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
EPYC Genoa Linux Distros openvino: Face Detection FP16 - CPU openvino: Person Detection FP16 - CPU openvino: Person Detection FP32 - CPU openvino: Vehicle Detection FP16 - CPU openvino: Face Detection FP16-INT8 - CPU openvino: Vehicle Detection FP16-INT8 - CPU openvino: Weld Porosity Detection FP16 - CPU openvino: Machine Translation EN To DE FP16 - CPU openvino: Weld Porosity Detection FP16-INT8 - CPU openvino: Person Vehicle Bike Detection FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU embree: Pathtracer ISPC - Crown embree: Pathtracer ISPC - Asian Dragon svt-av1: Preset 8 - Bosphorus 4K svt-av1: Preset 12 - Bosphorus 4K svt-av1: Preset 13 - Bosphorus 4K oidn: RT.hdr_alb_nrm.3840x2160 oidn: RTLightmap.hdr.4096x4096 openvkl: vklBenchmark ISPC ospray: particle_volume/ao/real_time ospray: particle_volume/scivis/real_time ospray: particle_volume/pathtracer/real_time ospray: gravity_spheres_volume/dim_512/ao/real_time ospray: gravity_spheres_volume/dim_512/scivis/real_time ospray: gravity_spheres_volume/dim_512/pathtracer/real_time compress-zstd: 8 - Compression Speed compress-zstd: 8 - Decompression Speed compress-zstd: 19 - Compression Speed compress-zstd: 19 - Decompression Speed compress-zstd: 8, Long Mode - Compression Speed compress-zstd: 8, Long Mode - Decompression Speed compress-zstd: 19, Long Mode - Compression Speed compress-zstd: 19, Long Mode - Decompression Speed compress-7zip: Compression Rating compress-7zip: Decompression Rating gromacs: MPI CPU - water_GMX50_bare cassandra: Writes cockroach: MoVR - 128 cockroach: MoVR - 512 cockroach: MoVR - 1024 cockroach: KV, 10% Reads - 128 cockroach: KV, 10% Reads - 512 cockroach: KV, 50% Reads - 128 cockroach: KV, 50% Reads - 512 cockroach: KV, 60% Reads - 128 cockroach: KV, 60% Reads - 512 cockroach: KV, 95% Reads - 128 cockroach: KV, 95% Reads - 512 cockroach: KV, 10% Reads - 1024 cockroach: KV, 50% Reads - 1024 cockroach: KV, 60% Reads - 1024 cockroach: KV, 95% Reads - 1024 mysqlslap: 256 phpbench: PHP Benchmark Suite openssl: pgbench: 100 - 250 - Read Only pgbench: 100 - 500 - Read Only pgbench: 100 - 250 - Read Write pgbench: 100 - 500 - Read Write openssl: namd: ATPase Simulation - 327,506 Atoms pybench: Total For Average Test Times pyperformance: go pyperformance: 2to3 pyperformance: chaos pyperformance: float pyperformance: nbody pyperformance: pathlib pyperformance: raytrace pyperformance: json_loads pyperformance: crypto_pyaes pyperformance: regex_compile pyperformance: python_startup pyperformance: django_template pyperformance: pickle_pure_python renaissance: Scala Dotty renaissance: Rand Forest renaissance: ALS Movie Lens renaissance: Apache Spark ALS renaissance: Apache Spark Bayes renaissance: Apache Spark PageRank renaissance: Finagle HTTP Requests renaissance: In-Memory Database Shootout renaissance: Akka Unbalanced Cobwebbed Tree renaissance: Genetic Algorithm Using Jenetics + Futures onednn: Recurrent Neural Network Training - u8s8f32 - CPU onednn: Recurrent Neural Network Inference - u8s8f32 - CPU onednn: Recurrent Neural Network Training - bf16bf16bf16 - CPU onednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPU pgbench: 100 - 250 - Read Only - Average Latency pgbench: 100 - 500 - Read Only - Average Latency pgbench: 100 - 250 - Read Write - Average Latency pgbench: 100 - 500 - Read Write - Average Latency openvino: Face Detection FP16 - CPU openvino: Person Detection FP16 - CPU openvino: Person Detection FP32 - CPU openvino: Vehicle Detection FP16 - CPU openvino: Face Detection FP16-INT8 - CPU openvino: Vehicle Detection FP16-INT8 - CPU openvino: Weld Porosity Detection FP16 - CPU openvino: Machine Translation EN To DE FP16 - CPU openvino: Weld Porosity Detection FP16-INT8 - CPU openvino: Person Vehicle Bike Detection FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU dacapobench: H2 dacapobench: Jython dacapobench: Tradebeans wireguard: nwchem: C240 Buckyball build-gem5: Time To Compile build-linux-kernel: defconfig build-linux-kernel: allmodconfig build-nodejs: Time To Compile spark: 10000000 - 100 - SHA-512 Benchmark Time spark: 10000000 - 100 - Calculate Pi Benchmark spark: 10000000 - 100 - Calculate Pi Benchmark Using Dataframe spark: 10000000 - 100 - Group By Test Time spark: 10000000 - 100 - Repartition Test Time spark: 10000000 - 100 - Inner Join Test Time spark: 10000000 - 100 - Broadcast Inner Join Test Time spark: 10000000 - 500 - SHA-512 Benchmark Time spark: 10000000 - 500 - Calculate Pi Benchmark spark: 10000000 - 500 - Calculate Pi Benchmark Using Dataframe gpaw: Carbon Nanotube blender: Classroom - CPU-Only numenta-nab: KNN CAD numenta-nab: Relative Entropy numenta-nab: Windowed Gaussian numenta-nab: Earthgecko Skyline numenta-nab: Bayesian Changepoint numenta-nab: Contextual Anomaly Detector OSE Ubuntu 22.10 Ubuntu 22.10 - perf governor 101.66 37.61 37.75 7384.35 191.17 10984.86 9845.21 963.35 19163.47 9052.63 149753.69 119916.92 182.3976 211.7498 66.256 182.030 164.000 3.44 1.65 1285 42.8085 42.7125 174.316 43.8559 43.0906 53.9255 4220.7 4181.9 86.5 3468.8 676.7 4460.8 39.7 3527.9 787085 1137175 18.576 234467 610.8 610.6 611.7 25586.5 30362.3 37011.3 39856.8 40495.9 43058.3 56347.2 60113.4 31192.4 42428.0 45989.7 56954.6 328 852283 44112.2 2906035 3252697 14029 11245 2918571.6 0.12870 862 182 262 76.7 83.7 113 15.3 359 16.8 87.4 117 10.7 36.3 330 692.9 770.0 21335.1 4692.5 790.7 3265.4 12720.9 6819.2 32544.9 2878.0 2187.43 2819.87 2216.45 2711.97 0.086 0.154 18.416 44.828 471.17 1266.30 1262.75 6.49 250.59 4.36 4.86 49.77 9.96 5.29 0.90 1.18 7176 3505 6695 387.539 1554.9 140.415 25.557 144.342 100.060 14.86 9.29 4.13 13.85 8.07 14.24 7.30 16.17 9.21 4.21 23.215 21.13 82.138 10.055 4.850 66.786 16.626 38.421 101.93 37.93 37.92 7400.00 191.05 11010.45 9859.39 958.14 19201.93 9031.68 146388.06 122351.79 182.2662 213.9157 93.252 257.963 261.788 3.60 1.69 1337 42.8490 42.7806 220.691 44.1759 43.0928 54.1477 4443.8 4170.4 93.5 3475.0 1144.2 4523.6 40.1 3549.0 874898 1175260 18.756 258565 948.0 949.5 947.5 33324.1 35924.6 45420.2 47183.0 50763.3 53436.0 64140.3 61535.2 36217.1 46917.7 47350.5 64779.1 416 859554 44502.7 2882125 3173132 19361 13400 2938439.5 0.12873 861 183 253 76.8 84.2 112 15.4 361 16.8 88.3 117 7.02 36.2 330 672.4 633.0 20209.0 4377.2 512.1 3114.3 12279.8 5041.2 29367.3 1626.6 2052.39 2452.35 2091.75 2398.86 0.087 0.158 14.058 37.482 470.00 1256.76 1256.83 6.47 250.72 4.35 4.85 50.03 9.93 5.31 0.55 0.98 4607 3276 4057 347.024 1519.2 137.592 25.165 145.102 97.649 10.14 9.18 3.82 10.76 6.08 9.26 5.64 11.15 9.02 3.73 23.230 20.99 83.608 9.818 4.779 66.061 16.545 38.078 OpenBenchmarking.org
OpenVINO Model: Face Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 20 40 60 80 100 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 101.66 101.93 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Person Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 9 18 27 36 45 SE +/- 0.11, N = 3 SE +/- 0.16, N = 3 37.61 37.93 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Person Detection FP32 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 9 18 27 36 45 SE +/- 0.14, N = 3 SE +/- 0.04, N = 3 37.75 37.92 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Vehicle Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 1600 3200 4800 6400 8000 SE +/- 1.41, N = 3 SE +/- 6.57, N = 3 7384.35 7400.00 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Face Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 40 80 120 160 200 SE +/- 0.06, N = 3 SE +/- 0.48, N = 3 191.17 191.05 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Vehicle Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 2K 4K 6K 8K 10K SE +/- 1.10, N = 3 SE +/- 0.77, N = 3 10984.86 11010.45 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Weld Porosity Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 2K 4K 6K 8K 10K SE +/- 1.37, N = 3 SE +/- 1.31, N = 3 9845.21 9859.39 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Machine Translation EN To DE FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 200 400 600 800 1000 SE +/- 2.06, N = 3 SE +/- 2.60, N = 3 963.35 958.14 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Weld Porosity Detection FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 4K 8K 12K 16K 20K SE +/- 4.32, N = 3 SE +/- 5.00, N = 3 19163.47 19201.93 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Person Vehicle Bike Detection FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 2K 4K 6K 8K 10K SE +/- 5.92, N = 3 SE +/- 3.07, N = 3 9052.63 9031.68 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 30K 60K 90K 120K 150K SE +/- 2082.25, N = 3 SE +/- 964.99, N = 3 149753.69 146388.06 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 30K 60K 90K 120K 150K SE +/- 1146.60, N = 3 SE +/- 268.69, N = 3 119916.92 122351.79 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Crown Ubuntu 22.10 Ubuntu 22.10 - perf governor 40 80 120 160 200 SE +/- 0.45, N = 3 SE +/- 0.70, N = 3 182.40 182.27 MIN: 131.93 / MAX: 211.14 MIN: 131.2 / MAX: 210.44
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Asian Dragon Ubuntu 22.10 Ubuntu 22.10 - perf governor 50 100 150 200 250 SE +/- 0.38, N = 3 SE +/- 0.23, N = 3 211.75 213.92 MIN: 206.83 / MAX: 224.62 MIN: 209.29 / MAX: 225.68
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.4 Encoder Mode: Preset 8 - Input: Bosphorus 4K Ubuntu 22.10 Ubuntu 22.10 - perf governor 20 40 60 80 100 SE +/- 0.18, N = 3 SE +/- 0.99, N = 5 66.26 93.25
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.4 Encoder Mode: Preset 12 - Input: Bosphorus 4K Ubuntu 22.10 Ubuntu 22.10 - perf governor 60 120 180 240 300 SE +/- 1.31, N = 15 SE +/- 5.92, N = 15 182.03 257.96
SVT-AV1 Encoder Mode: Preset 13 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.4 Encoder Mode: Preset 13 - Input: Bosphorus 4K Ubuntu 22.10 Ubuntu 22.10 - perf governor 60 120 180 240 300 SE +/- 1.98, N = 4 SE +/- 2.80, N = 15 164.00 261.79
Intel Open Image Denoise Run: RT.hdr_alb_nrm.3840x2160 OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 1.4.0 Run: RT.hdr_alb_nrm.3840x2160 Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.81 1.62 2.43 3.24 4.05 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 3.44 3.60
Intel Open Image Denoise Run: RTLightmap.hdr.4096x4096 OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 1.4.0 Run: RTLightmap.hdr.4096x4096 Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.3803 0.7606 1.1409 1.5212 1.9015 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 1.65 1.69
OpenVKL Benchmark: vklBenchmark ISPC OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 1.3.1 Benchmark: vklBenchmark ISPC Ubuntu 22.10 Ubuntu 22.10 - perf governor 300 600 900 1200 1500 SE +/- 2.52, N = 3 SE +/- 7.54, N = 3 1285 1337 MIN: 328 / MAX: 3941 MIN: 328 / MAX: 5125
OSPRay Benchmark: particle_volume/ao/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: particle_volume/ao/real_time Ubuntu 22.10 Ubuntu 22.10 - perf governor 10 20 30 40 50 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 42.81 42.85
OSPRay Benchmark: particle_volume/scivis/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: particle_volume/scivis/real_time Ubuntu 22.10 Ubuntu 22.10 - perf governor 10 20 30 40 50 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 42.71 42.78
OSPRay Benchmark: particle_volume/pathtracer/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: particle_volume/pathtracer/real_time Ubuntu 22.10 Ubuntu 22.10 - perf governor 50 100 150 200 250 SE +/- 1.42, N = 3 SE +/- 2.22, N = 3 174.32 220.69
OSPRay Benchmark: gravity_spheres_volume/dim_512/ao/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/ao/real_time Ubuntu 22.10 Ubuntu 22.10 - perf governor 10 20 30 40 50 SE +/- 0.03, N = 3 SE +/- 0.13, N = 3 43.86 44.18
OSPRay Benchmark: gravity_spheres_volume/dim_512/scivis/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/scivis/real_time Ubuntu 22.10 Ubuntu 22.10 - perf governor 10 20 30 40 50 SE +/- 0.14, N = 3 SE +/- 0.02, N = 3 43.09 43.09
OSPRay Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time OpenBenchmarking.org Items Per Second, More Is Better OSPRay 2.10 Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time Ubuntu 22.10 Ubuntu 22.10 - perf governor 12 24 36 48 60 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 53.93 54.15
Zstd Compression Compression Level: 8 - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8 - Compression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 1000 2000 3000 4000 5000 SE +/- 35.39, N = 3 SE +/- 10.58, N = 3 4220.7 4443.8 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
Zstd Compression Compression Level: 8 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8 - Decompression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 900 1800 2700 3600 4500 SE +/- 2.85, N = 3 SE +/- 4.06, N = 3 4181.9 4170.4 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
Zstd Compression Compression Level: 19 - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19 - Compression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 20 40 60 80 100 SE +/- 1.84, N = 12 SE +/- 0.96, N = 5 86.5 93.5 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
Zstd Compression Compression Level: 19 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19 - Decompression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 700 1400 2100 2800 3500 SE +/- 11.07, N = 12 SE +/- 17.84, N = 5 3468.8 3475.0 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
Zstd Compression Compression Level: 8, Long Mode - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8, Long Mode - Compression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 200 400 600 800 1000 SE +/- 2.43, N = 3 SE +/- 1.52, N = 3 676.7 1144.2 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
Zstd Compression Compression Level: 8, Long Mode - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 8, Long Mode - Decompression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 1000 2000 3000 4000 5000 SE +/- 6.47, N = 3 SE +/- 58.12, N = 3 4460.8 4523.6 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
Zstd Compression Compression Level: 19, Long Mode - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19, Long Mode - Compression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 9 18 27 36 45 SE +/- 0.28, N = 15 SE +/- 0.55, N = 15 39.7 40.1 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
Zstd Compression Compression Level: 19, Long Mode - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression Compression Level: 19, Long Mode - Decompression Speed Ubuntu 22.10 Ubuntu 22.10 - perf governor 800 1600 2400 3200 4000 SE +/- 13.38, N = 15 SE +/- 13.95, N = 15 3527.9 3549.0 1. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***
7-Zip Compression Test: Compression Rating OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 22.01 Test: Compression Rating Ubuntu 22.10 Ubuntu 22.10 - perf governor 200K 400K 600K 800K 1000K SE +/- 3348.48, N = 3 SE +/- 7662.82, N = 3 787085 874898 1. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
7-Zip Compression Test: Decompression Rating OpenBenchmarking.org MIPS, More Is Better 7-Zip Compression 22.01 Test: Decompression Rating Ubuntu 22.10 Ubuntu 22.10 - perf governor 300K 600K 900K 1200K 1500K SE +/- 26469.97, N = 3 SE +/- 9657.43, N = 3 1137175 1175260 1. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
GROMACS Implementation: MPI CPU - Input: water_GMX50_bare OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2022.1 Implementation: MPI CPU - Input: water_GMX50_bare Ubuntu 22.10 Ubuntu 22.10 - perf governor 5 10 15 20 25 SE +/- 0.14, N = 12 SE +/- 0.02, N = 3 18.58 18.76 1. (CXX) g++ options: -O3
Apache Cassandra Test: Writes OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 4.0 Test: Writes Ubuntu 22.10 Ubuntu 22.10 - perf governor 60K 120K 180K 240K 300K SE +/- 2145.84, N = 3 SE +/- 965.17, N = 3 234467 258565
CockroachDB Workload: MoVR - Concurrency: 128 OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: MoVR - Concurrency: 128 Ubuntu 22.10 Ubuntu 22.10 - perf governor 200 400 600 800 1000 SE +/- 2.40, N = 3 SE +/- 3.08, N = 3 610.8 948.0
CockroachDB Workload: MoVR - Concurrency: 512 OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: MoVR - Concurrency: 512 Ubuntu 22.10 Ubuntu 22.10 - perf governor 200 400 600 800 1000 SE +/- 0.90, N = 3 SE +/- 2.73, N = 3 610.6 949.5
CockroachDB Workload: MoVR - Concurrency: 1024 OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: MoVR - Concurrency: 1024 Ubuntu 22.10 Ubuntu 22.10 - perf governor 200 400 600 800 1000 SE +/- 1.15, N = 3 SE +/- 4.44, N = 3 611.7 947.5
CockroachDB Workload: KV, 10% Reads - Concurrency: 128 OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 128 Ubuntu 22.10 Ubuntu 22.10 - perf governor 7K 14K 21K 28K 35K SE +/- 322.46, N = 15 SE +/- 338.33, N = 15 25586.5 33324.1
CockroachDB Workload: KV, 10% Reads - Concurrency: 512 OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 512 Ubuntu 22.10 Ubuntu 22.10 - perf governor 8K 16K 24K 32K 40K SE +/- 323.23, N = 4 SE +/- 366.30, N = 6 30362.3 35924.6
CockroachDB Workload: KV, 50% Reads - Concurrency: 128 OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 128 Ubuntu 22.10 Ubuntu 22.10 - perf governor 10K 20K 30K 40K 50K SE +/- 356.72, N = 15 SE +/- 416.43, N = 15 37011.3 45420.2
CockroachDB Workload: KV, 50% Reads - Concurrency: 512 OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 512 Ubuntu 22.10 Ubuntu 22.10 - perf governor 10K 20K 30K 40K 50K SE +/- 263.98, N = 15 SE +/- 419.75, N = 15 39856.8 47183.0
CockroachDB Workload: KV, 60% Reads - Concurrency: 128 OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 128 Ubuntu 22.10 Ubuntu 22.10 - perf governor 11K 22K 33K 44K 55K SE +/- 512.79, N = 3 SE +/- 506.75, N = 5 40495.9 50763.3
CockroachDB Workload: KV, 60% Reads - Concurrency: 512 OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 512 Ubuntu 22.10 Ubuntu 22.10 - perf governor 11K 22K 33K 44K 55K SE +/- 340.08, N = 15 SE +/- 242.19, N = 3 43058.3 53436.0
CockroachDB Workload: KV, 95% Reads - Concurrency: 128 OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 128 Ubuntu 22.10 Ubuntu 22.10 - perf governor 14K 28K 42K 56K 70K SE +/- 200.15, N = 3 SE +/- 281.22, N = 3 56347.2 64140.3
CockroachDB Workload: KV, 95% Reads - Concurrency: 512 OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 512 Ubuntu 22.10 Ubuntu 22.10 - perf governor 13K 26K 39K 52K 65K SE +/- 436.18, N = 3 SE +/- 1167.40, N = 15 60113.4 61535.2
CockroachDB Workload: KV, 10% Reads - Concurrency: 1024 OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 1024 Ubuntu 22.10 Ubuntu 22.10 - perf governor 8K 16K 24K 32K 40K SE +/- 241.56, N = 3 SE +/- 352.51, N = 6 31192.4 36217.1
CockroachDB Workload: KV, 50% Reads - Concurrency: 1024 OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 1024 Ubuntu 22.10 Ubuntu 22.10 - perf governor 10K 20K 30K 40K 50K SE +/- 505.70, N = 4 SE +/- 385.41, N = 15 42428.0 46917.7
CockroachDB Workload: KV, 60% Reads - Concurrency: 1024 OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 1024 Ubuntu 22.10 Ubuntu 22.10 - perf governor 10K 20K 30K 40K 50K SE +/- 419.66, N = 15 SE +/- 675.35, N = 3 45989.7 47350.5
CockroachDB Workload: KV, 95% Reads - Concurrency: 1024 OpenBenchmarking.org ops/s, More Is Better CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 1024 Ubuntu 22.10 Ubuntu 22.10 - perf governor 14K 28K 42K 56K 70K SE +/- 1556.62, N = 15 SE +/- 652.77, N = 3 56954.6 64779.1
MariaDB Clients: 256 OpenBenchmarking.org Queries Per Second, More Is Better MariaDB 10.8.2 Clients: 256 Ubuntu 22.10 Ubuntu 22.10 - perf governor 90 180 270 360 450 SE +/- 6.00, N = 8 SE +/- 4.92, N = 4 328 416 1. (CXX) g++ options: -fPIC -pie -fstack-protector -O3 -shared -lrt -lpthread -lz -ldl -lm -lstdc++
PHPBench PHP Benchmark Suite OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite Ubuntu 22.10 Ubuntu 22.10 - perf governor 200K 400K 600K 800K 1000K SE +/- 3164.42, N = 3 SE +/- 10109.62, N = 3 852283 859554
OpenSSL OpenBenchmarking.org sign/s, More Is Better OpenSSL Ubuntu 22.10 Ubuntu 22.10 - perf governor 10K 20K 30K 40K 50K SE +/- 212.14, N = 3 SE +/- 26.83, N = 3 44112.2 44502.7 1. OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)
PostgreSQL Scaling Factor: 100 - Clients: 250 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Only Ubuntu 22.10 Ubuntu 22.10 - perf governor 600K 1200K 1800K 2400K 3000K SE +/- 7713.61, N = 3 SE +/- 9286.34, N = 3 2906035 2882125 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
PostgreSQL Scaling Factor: 100 - Clients: 500 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Only Ubuntu 22.10 Ubuntu 22.10 - perf governor 700K 1400K 2100K 2800K 3500K SE +/- 23929.05, N = 3 SE +/- 45342.54, N = 3 3252697 3173132 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
PostgreSQL Scaling Factor: 100 - Clients: 250 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Write Ubuntu 22.10 Ubuntu 22.10 - perf governor 4K 8K 12K 16K 20K SE +/- 903.13, N = 12 SE +/- 2177.61, N = 12 14029 19361 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
PostgreSQL Scaling Factor: 100 - Clients: 500 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Write Ubuntu 22.10 Ubuntu 22.10 - perf governor 3K 6K 9K 12K 15K SE +/- 309.57, N = 12 SE +/- 276.48, N = 12 11245 13400 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenSSL OpenBenchmarking.org verify/s, More Is Better OpenSSL Ubuntu 22.10 Ubuntu 22.10 - perf governor 600K 1200K 1800K 2400K 3000K SE +/- 14395.43, N = 3 SE +/- 457.92, N = 3 2918571.6 2938439.5 1. OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.14 ATPase Simulation - 327,506 Atoms Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.029 0.058 0.087 0.116 0.145 SE +/- 0.00010, N = 3 SE +/- 0.00056, N = 3 0.12870 0.12873
PyBench Total For Average Test Times OpenBenchmarking.org Milliseconds, Fewer Is Better PyBench 2018-02-16 Total For Average Test Times Ubuntu 22.10 Ubuntu 22.10 - perf governor 200 400 600 800 1000 SE +/- 6.66, N = 3 SE +/- 4.33, N = 3 862 861
PyPerformance Benchmark: go OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: go Ubuntu 22.10 Ubuntu 22.10 - perf governor 40 80 120 160 200 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 182 183
PyPerformance Benchmark: 2to3 OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: 2to3 Ubuntu 22.10 Ubuntu 22.10 - perf governor 60 120 180 240 300 SE +/- 0.33, N = 3 SE +/- 0.00, N = 3 262 253
PyPerformance Benchmark: chaos OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: chaos Ubuntu 22.10 Ubuntu 22.10 - perf governor 20 40 60 80 100 SE +/- 0.12, N = 3 SE +/- 0.03, N = 3 76.7 76.8
PyPerformance Benchmark: float OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: float Ubuntu 22.10 Ubuntu 22.10 - perf governor 20 40 60 80 100 SE +/- 0.36, N = 3 SE +/- 0.12, N = 3 83.7 84.2
PyPerformance Benchmark: nbody OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: nbody Ubuntu 22.10 Ubuntu 22.10 - perf governor 30 60 90 120 150 SE +/- 0.58, N = 3 SE +/- 0.33, N = 3 113 112
PyPerformance Benchmark: pathlib OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pathlib Ubuntu 22.10 Ubuntu 22.10 - perf governor 4 8 12 16 20 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 15.3 15.4
PyPerformance Benchmark: raytrace OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: raytrace Ubuntu 22.10 Ubuntu 22.10 - perf governor 80 160 240 320 400 SE +/- 0.00, N = 3 SE +/- 0.33, N = 3 359 361
PyPerformance Benchmark: json_loads OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: json_loads Ubuntu 22.10 Ubuntu 22.10 - perf governor 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 16.8 16.8
PyPerformance Benchmark: crypto_pyaes OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: crypto_pyaes Ubuntu 22.10 Ubuntu 22.10 - perf governor 20 40 60 80 100 SE +/- 0.20, N = 3 SE +/- 0.17, N = 3 87.4 88.3
PyPerformance Benchmark: regex_compile OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: regex_compile Ubuntu 22.10 Ubuntu 22.10 - perf governor 30 60 90 120 150 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 117 117
PyPerformance Benchmark: python_startup OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: python_startup Ubuntu 22.10 Ubuntu 22.10 - perf governor 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 10.70 7.02
PyPerformance Benchmark: django_template OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: django_template Ubuntu 22.10 Ubuntu 22.10 - perf governor 8 16 24 32 40 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 36.3 36.2
PyPerformance Benchmark: pickle_pure_python OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pickle_pure_python Ubuntu 22.10 Ubuntu 22.10 - perf governor 70 140 210 280 350 SE +/- 0.00, N = 3 SE +/- 0.33, N = 3 330 330
Renaissance Test: Scala Dotty OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Scala Dotty Ubuntu 22.10 Ubuntu 22.10 - perf governor 150 300 450 600 750 SE +/- 12.66, N = 12 SE +/- 9.64, N = 15 692.9 672.4 MIN: 552.39 / MAX: 1130.25 MIN: 533.51 / MAX: 1001.08
Renaissance Test: Random Forest OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Random Forest Ubuntu 22.10 Ubuntu 22.10 - perf governor 170 340 510 680 850 SE +/- 9.21, N = 3 SE +/- 2.99, N = 3 770.0 633.0 MIN: 616.18 / MAX: 1004 MIN: 556.06 / MAX: 804.33
Renaissance Test: ALS Movie Lens OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: ALS Movie Lens Ubuntu 22.10 Ubuntu 22.10 - perf governor 5K 10K 15K 20K 25K SE +/- 192.60, N = 9 SE +/- 279.89, N = 3 21335.1 20209.0 MIN: 18879.72 / MAX: 25695.67 MIN: 19500.01 / MAX: 24557.67
Renaissance Test: Apache Spark ALS OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Apache Spark ALS Ubuntu 22.10 Ubuntu 22.10 - perf governor 1000 2000 3000 4000 5000 SE +/- 59.28, N = 3 SE +/- 86.27, N = 9 4692.5 4377.2 MIN: 4127.65 / MAX: 5167.1 MIN: 3244.25 / MAX: 5257.88
Renaissance Test: Apache Spark Bayes OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Apache Spark Bayes Ubuntu 22.10 Ubuntu 22.10 - perf governor 200 400 600 800 1000 SE +/- 7.05, N = 3 SE +/- 6.18, N = 4 790.7 512.1 MIN: 421.92 / MAX: 1358.68 MIN: 286.68 / MAX: 1271.97
Renaissance Test: Apache Spark PageRank OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Apache Spark PageRank Ubuntu 22.10 Ubuntu 22.10 - perf governor 700 1400 2100 2800 3500 SE +/- 28.02, N = 15 SE +/- 41.70, N = 15 3265.4 3114.3 MIN: 2655.41 / MAX: 3881.15 MIN: 2419.98 / MAX: 3598.87
Renaissance Test: Finagle HTTP Requests OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Finagle HTTP Requests Ubuntu 22.10 Ubuntu 22.10 - perf governor 3K 6K 9K 12K 15K SE +/- 50.48, N = 3 SE +/- 30.45, N = 3 12720.9 12279.8 MIN: 11580.19 / MAX: 12819.18 MIN: 11289.79 / MAX: 12493.84
Renaissance Test: In-Memory Database Shootout OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: In-Memory Database Shootout Ubuntu 22.10 Ubuntu 22.10 - perf governor 1500 3000 4500 6000 7500 SE +/- 49.85, N = 12 SE +/- 45.88, N = 3 6819.2 5041.2 MIN: 6195.68 / MAX: 9376.89 MIN: 4538.9 / MAX: 6543.74
Renaissance Test: Akka Unbalanced Cobwebbed Tree OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Akka Unbalanced Cobwebbed Tree Ubuntu 22.10 Ubuntu 22.10 - perf governor 7K 14K 21K 28K 35K SE +/- 188.80, N = 3 SE +/- 317.43, N = 9 32544.9 29367.3 MIN: 24552.33 / MAX: 32901.57 MIN: 18263.23 / MAX: 30267.41
Renaissance Test: Genetic Algorithm Using Jenetics + Futures OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.14 Test: Genetic Algorithm Using Jenetics + Futures Ubuntu 22.10 Ubuntu 22.10 - perf governor 600 1200 1800 2400 3000 SE +/- 9.65, N = 3 SE +/- 17.78, N = 5 2878.0 1626.6 MIN: 2703.32 / MAX: 2993.07 MIN: 1501.7 / MAX: 1831.72
oneDNN Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 3.0 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 500 1000 1500 2000 2500 SE +/- 36.42, N = 15 SE +/- 23.04, N = 15 2187.43 2052.39 MIN: 1887.97 MIN: 1870.56 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread
oneDNN Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 3.0 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 600 1200 1800 2400 3000 SE +/- 37.19, N = 3 SE +/- 30.06, N = 3 2819.87 2452.35 MIN: 2632.58 MIN: 2378.28 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread
oneDNN Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 3.0 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 500 1000 1500 2000 2500 SE +/- 37.53, N = 12 SE +/- 15.28, N = 3 2216.45 2091.75 MIN: 1956.5 MIN: 2039.32 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread
oneDNN Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 3.0 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 600 1200 1800 2400 3000 SE +/- 30.01, N = 15 SE +/- 31.14, N = 15 2711.97 2398.86 MIN: 2500.56 MIN: 2143.3 1. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread
PostgreSQL Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.0196 0.0392 0.0588 0.0784 0.098 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.086 0.087 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
PostgreSQL Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.0356 0.0712 0.1068 0.1424 0.178 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 0.154 0.158 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
PostgreSQL Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency Ubuntu 22.10 Ubuntu 22.10 - perf governor 5 10 15 20 25 SE +/- 0.87, N = 12 SE +/- 0.98, N = 12 18.42 14.06 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
PostgreSQL Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency Ubuntu 22.10 Ubuntu 22.10 - perf governor 10 20 30 40 50 SE +/- 1.20, N = 12 SE +/- 0.74, N = 12 44.83 37.48 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenVINO Model: Face Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 100 200 300 400 500 SE +/- 0.22, N = 3 SE +/- 0.21, N = 3 471.17 470.00 MIN: 409.16 / MAX: 595.01 MIN: 429.2 / MAX: 549.17 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Person Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 300 600 900 1200 1500 SE +/- 3.25, N = 3 SE +/- 4.90, N = 3 1266.30 1256.76 MIN: 829.67 / MAX: 2001.08 MIN: 787.21 / MAX: 2006.51 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Person Detection FP32 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 300 600 900 1200 1500 SE +/- 5.19, N = 3 SE +/- 1.02, N = 3 1262.75 1256.83 MIN: 872.27 / MAX: 1983.4 MIN: 849.6 / MAX: 1940.53 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Vehicle Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 6.49 6.47 MIN: 5.26 / MAX: 80.04 MIN: 4.94 / MAX: 66.16 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Face Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 50 100 150 200 250 SE +/- 0.10, N = 3 SE +/- 0.58, N = 3 250.59 250.72 MIN: 210.49 / MAX: 338.49 MIN: 207.51 / MAX: 302.56 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Vehicle Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.981 1.962 2.943 3.924 4.905 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 4.36 4.35 MIN: 3.56 / MAX: 52.94 MIN: 3.51 / MAX: 45.72 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Weld Porosity Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 1.0935 2.187 3.2805 4.374 5.4675 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 4.86 4.85 MIN: 4.06 / MAX: 35.72 MIN: 3.98 / MAX: 28.38 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Machine Translation EN To DE FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 11 22 33 44 55 SE +/- 0.11, N = 3 SE +/- 0.14, N = 3 49.77 50.03 MIN: 37.14 / MAX: 245.66 MIN: 37.47 / MAX: 276.72 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Weld Porosity Detection FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 9.96 9.93 MIN: 7.95 / MAX: 38.29 MIN: 8.62 / MAX: 43.52 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Person Vehicle Bike Detection FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 1.1948 2.3896 3.5844 4.7792 5.974 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 5.29 5.31 MIN: 4.85 / MAX: 52.21 MIN: 4.27 / MAX: 42.55 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.2025 0.405 0.6075 0.81 1.0125 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 0.90 0.55 MIN: 0.5 / MAX: 45.32 MIN: 0.5 / MAX: 36.32 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
OpenVINO Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.2655 0.531 0.7965 1.062 1.3275 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 1.18 0.98 MIN: 0.85 / MAX: 40.59 MIN: 0.86 / MAX: 38.39 1. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF
DaCapo Benchmark Java Test: H2 OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: H2 Ubuntu 22.10 Ubuntu 22.10 - perf governor 1500 3000 4500 6000 7500 SE +/- 88.67, N = 4 SE +/- 95.68, N = 16 7176 4607
DaCapo Benchmark Java Test: Jython OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Jython Ubuntu 22.10 Ubuntu 22.10 - perf governor 800 1600 2400 3200 4000 SE +/- 9.21, N = 4 SE +/- 23.29, N = 4 3505 3276
DaCapo Benchmark Java Test: Tradebeans OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Tradebeans Ubuntu 22.10 Ubuntu 22.10 - perf governor 1400 2800 4200 5600 7000 SE +/- 80.92, N = 20 SE +/- 69.76, N = 20 6695 4057
WireGuard + Linux Networking Stack Stress Test OpenBenchmarking.org Seconds, Fewer Is Better WireGuard + Linux Networking Stack Stress Test Ubuntu 22.10 Ubuntu 22.10 - perf governor 80 160 240 320 400 SE +/- 2.72, N = 3 SE +/- 3.80, N = 4 387.54 347.02
NWChem Input: C240 Buckyball OpenBenchmarking.org Seconds, Fewer Is Better NWChem 7.0.2 Input: C240 Buckyball Ubuntu 22.10 Ubuntu 22.10 - perf governor 300 600 900 1200 1500 1554.9 1519.2 1. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz -lcomex -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2
Timed Gem5 Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Gem5 Compilation 21.2 Time To Compile Ubuntu 22.10 Ubuntu 22.10 - perf governor 30 60 90 120 150 SE +/- 0.71, N = 3 SE +/- 1.66, N = 3 140.42 137.59
Timed Linux Kernel Compilation Build: defconfig OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 6.1 Build: defconfig Ubuntu 22.10 Ubuntu 22.10 - perf governor 6 12 18 24 30 SE +/- 0.16, N = 15 SE +/- 0.25, N = 6 25.56 25.17
Timed Linux Kernel Compilation Build: allmodconfig OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 6.1 Build: allmodconfig Ubuntu 22.10 Ubuntu 22.10 - perf governor 30 60 90 120 150 SE +/- 0.34, N = 3 SE +/- 0.49, N = 3 144.34 145.10
Timed Node.js Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Node.js Compilation 18.8 Time To Compile Ubuntu 22.10 Ubuntu 22.10 - perf governor 20 40 60 80 100 SE +/- 0.35, N = 3 SE +/- 0.61, N = 3 100.06 97.65
Apache Spark Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time Ubuntu 22.10 Ubuntu 22.10 - perf governor 4 8 12 16 20 SE +/- 0.09, N = 3 SE +/- 0.08, N = 15 14.86 10.14
Apache Spark Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Ubuntu 22.10 Ubuntu 22.10 - perf governor 3 6 9 12 15 SE +/- 0.21, N = 3 SE +/- 0.06, N = 15 9.29 9.18
Apache Spark Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.9293 1.8586 2.7879 3.7172 4.6465 SE +/- 0.17, N = 3 SE +/- 0.17, N = 15 4.13 3.82
Apache Spark Row Count: 10000000 - Partitions: 100 - Group By Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Group By Test Time Ubuntu 22.10 Ubuntu 22.10 - perf governor 4 8 12 16 20 SE +/- 0.33, N = 3 SE +/- 0.15, N = 12 13.85 10.76
Apache Spark Row Count: 10000000 - Partitions: 100 - Repartition Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Repartition Test Time Ubuntu 22.10 Ubuntu 22.10 - perf governor 2 4 6 8 10 SE +/- 0.32, N = 3 SE +/- 0.13, N = 12 8.07 6.08
Apache Spark Row Count: 10000000 - Partitions: 100 - Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Inner Join Test Time Ubuntu 22.10 Ubuntu 22.10 - perf governor 4 8 12 16 20 SE +/- 0.90, N = 3 SE +/- 0.14, N = 12 14.24 9.26
Apache Spark Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time Ubuntu 22.10 Ubuntu 22.10 - perf governor 2 4 6 8 10 SE +/- 0.40, N = 3 SE +/- 0.18, N = 12 7.30 5.64
Apache Spark Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time Ubuntu 22.10 Ubuntu 22.10 - perf governor 4 8 12 16 20 SE +/- 0.14, N = 15 SE +/- 0.12, N = 15 16.17 11.15
Apache Spark Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Ubuntu 22.10 Ubuntu 22.10 - perf governor 3 6 9 12 15 SE +/- 0.06, N = 15 SE +/- 0.08, N = 15 9.21 9.02
Apache Spark Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Ubuntu 22.10 Ubuntu 22.10 - perf governor 0.9473 1.8946 2.8419 3.7892 4.7365 SE +/- 0.10, N = 15 SE +/- 0.16, N = 15 4.21 3.73
GPAW Input: Carbon Nanotube OpenBenchmarking.org Seconds, Fewer Is Better GPAW 22.1 Input: Carbon Nanotube Ubuntu 22.10 Ubuntu 22.10 - perf governor 6 12 18 24 30 SE +/- 0.13, N = 3 SE +/- 0.29, N = 3 23.22 23.23 1. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi
Blender Blend File: Classroom - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.4 Blend File: Classroom - Compute: CPU-Only Ubuntu 22.10 Ubuntu 22.10 - perf governor 5 10 15 20 25 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 21.13 20.99
Numenta Anomaly Benchmark Detector: KNN CAD OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: KNN CAD Ubuntu 22.10 Ubuntu 22.10 - perf governor 20 40 60 80 100 SE +/- 0.69, N = 3 SE +/- 1.04, N = 4 82.14 83.61
Numenta Anomaly Benchmark Detector: Relative Entropy OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy Ubuntu 22.10 Ubuntu 22.10 - perf governor 3 6 9 12 15 SE +/- 0.118, N = 3 SE +/- 0.091, N = 3 10.055 9.818
Numenta Anomaly Benchmark Detector: Windowed Gaussian OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian Ubuntu 22.10 Ubuntu 22.10 - perf governor 1.0913 2.1826 3.2739 4.3652 5.4565 SE +/- 0.061, N = 3 SE +/- 0.038, N = 3 4.850 4.779
Numenta Anomaly Benchmark Detector: Earthgecko Skyline OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline Ubuntu 22.10 Ubuntu 22.10 - perf governor 15 30 45 60 75 SE +/- 0.59, N = 3 SE +/- 0.41, N = 3 66.79 66.06
Numenta Anomaly Benchmark Detector: Bayesian Changepoint OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint Ubuntu 22.10 Ubuntu 22.10 - perf governor 4 8 12 16 20 SE +/- 0.09, N = 3 SE +/- 0.11, N = 3 16.63 16.55
Numenta Anomaly Benchmark Detector: Contextual Anomaly Detector OSE OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Contextual Anomaly Detector OSE Ubuntu 22.10 Ubuntu 22.10 - perf governor 9 18 27 36 45 SE +/- 0.06, N = 3 SE +/- 0.23, N = 3 38.42 38.08
Phoronix Test Suite v10.8.4